cross_validation,dataset,featurizer,featurizer_args,model,model_args,train_r2_score,train_root_mean_squared_error,train_mean_absolute_error,train_pearson_correlation,train_spearman_correlation,train_fold,test_r2_score,test_root_mean_squared_error,test_mean_absolute_error,test_pearson_correlation,test_spearman_correlation,test_fold
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9888432287783464,0.0289688931727742,0.0043031169320536,0.9944069953367456,0.9818764794161404,1.0,-0.0982652487676678,0.2726362925259425,0.2294642664727073,0.165543767838485,0.1658366011511864,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9881625042701714,0.0293456111660423,0.0044009834240127,0.9940646749496388,0.9798903952701388,0.0,-0.1949548880547409,0.2981070284597736,0.2477445294314831,0.1110817905318277,0.0930981779149716,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9900337140258794,0.0271876420091822,0.0040688195654161,0.995005538064673,0.9851239350287628,4.0,-0.0991960317200466,0.2760024571760244,0.2298352060211716,0.2363498649948677,0.2288752155206678,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9888149680793674,0.0275511209727405,0.0042700138088061,0.9943929210913725,0.979413028169553,3.0,-0.1202853662790768,0.3020632533868238,0.2530813804746064,0.1089969019223552,0.1077433103574439,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9873558743776842,0.0306193627971301,0.0049876946241022,0.9936592580906902,0.9839683766879528,2.0,0.0372072600413148,0.2565181309885632,0.212263417480032,0.3142347850305039,0.3094027621668696,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9889479580107736,0.0278690891902761,0.0043985802830672,0.9944601144961872,0.9820323688710344,4.0,-0.0689147701470289,0.3002316226574025,0.2515035308126871,0.1911857774556454,0.1469763312986066,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9887430012401526,0.0288171830943234,0.00476311274201,0.994357585962948,0.98449137371789,3.0,-0.0498021032778694,0.2733859413643049,0.2250532366167754,0.2377284124610674,0.2484906260176398,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9892129713067096,0.0281942039692864,0.0045488758843792,0.9945938722423948,0.9842315044855372,1.0,-0.0662089843795266,0.2770496120284341,0.2254596379214231,0.2173878762131608,0.2240303882135536,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9888602553655051,0.0288402755743706,0.0045758174002004,0.9944161881085536,0.9838530108141356,0.0,-0.0697687549520511,0.2693341275361384,0.2276378701450345,0.2190990885209492,0.2128168762480541,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9905286225600956,0.0254187150762994,0.003884061389128,0.995256040015573,0.9822416675730632,2.0,-0.0534100217734738,0.3032434010156832,0.2542974410994781,0.1776851670209443,0.1680697311281596,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.990548685568714,0.0260884760813609,0.0044065203247226,0.9952650684030152,0.9829468673680354,4.0,-0.088061663301717,0.2906011396788899,0.241293063710665,0.190114405235724,0.1940403588581784,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9906859416924704,0.0262934668565509,0.0046363500715026,0.995334829689606,0.9821051568112932,0.0,-0.1263445262688489,0.2824323318829597,0.2382806516274895,0.1366333576918382,0.1314722294385709,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9867859413452912,0.0311608984844908,0.0055813382808704,0.9933732216627508,0.9832399781172678,2.0,-0.0586242621057306,0.2775131458059588,0.2242660045981049,0.2233643727440066,0.2156413086005699,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9887695810185544,0.0293596266863841,0.0050240256096436,0.9943712276883868,0.985517640638877,1.0,-0.1568914143427451,0.2570215952430864,0.2135199166145344,0.2096673563819059,0.2072250304352906,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.986857519301342,0.0308640413301037,0.0054099692097458,0.99340919507402,0.980404032459514,3.0,-0.1643237218146012,0.2964145093844351,0.2481586255230958,0.1313301667120591,0.1120334325105809,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9877536868018169,0.0285822537459624,0.0044143672520118,0.9938590526942792,0.9784321406573626,2.0,-0.0867363744393046,0.3057308503028637,0.2537768797079722,0.151875137108414,0.1512461816253726,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9869661203691584,0.0310409907949446,0.0050779646559389,0.9934628859520578,0.983401427109643,1.0,-0.020727926973082,0.2695120097440306,0.222371663545786,0.2261362811250455,0.2244980826455449,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9880883869861372,0.0299042121178299,0.0048560632660904,0.9940273838414696,0.9812046010521828,0.0,-0.1570840435842972,0.2830346644415225,0.2348076303565567,0.1201432244406911,0.1214280809458863,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9896206579236374,0.0263274764249185,0.0040728627996948,0.9947982496172298,0.979735086954712,4.0,-0.1409796232645184,0.3153178932472551,0.2622394721587059,0.1031547958522318,0.1047032671174493,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9904781538844964,0.025656382209095,0.0037153263941912,0.9952288195056636,0.980372513642616,3.0,-0.1064746812892742,0.2995793985805663,0.2481617616587486,0.1422678459631595,0.1188646928422376,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.986910651156864,0.0302321428292543,0.0049379803838599,0.9934364513456508,0.9798420372935476,4.0,-0.0783480547963397,0.2987620908411785,0.2504790648992792,0.1594225840350356,0.1337785854955946,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9907100504491536,0.0252695608241025,0.003731291303841,0.995346783776656,0.98070760064344,3.0,-0.1522596032240233,0.3116304072789251,0.2649522349818146,0.0711676053228628,0.072057727394995,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9875697557004404,0.0298668384199805,0.0050081772286905,0.9937676776823804,0.9837734868683052,2.0,0.0322473001603597,0.2746691977308714,0.2291755823050466,0.2893978049394161,0.2867312094522619,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9891516051837002,0.028876188657492,0.0046507864267897,0.9945632744278656,0.9863091519341816,1.0,-0.2387914354156075,0.2491823742984386,0.2096792076886536,0.1589288493283424,0.1406727134055195,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9892268308518848,0.0277181254614727,0.0043872479689793,0.9946009235027992,0.980738981011066,0.0,-0.0748363899782558,0.2901986749138487,0.2426380016221417,0.1722762405927629,0.1582251945791597,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.990293425290176,0.0253994834393828,0.0043172692977922,0.995137027744328,0.980227160038886,3.0,-0.1540116897122174,0.3191606915448821,0.2675262845859423,0.0620491674080309,0.0581840413280224,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.987893624340686,0.0303431419598314,0.0056560531337574,0.9939324463040812,0.9853107731410714,4.0,-0.1240756179669688,0.2568949694832484,0.2139971618964409,0.1830017606978766,0.1775405796904493,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.990206781869394,0.0272933590301244,0.0043440191145343,0.9950937810381896,0.9831976115259689,0.0,-0.2014352787187112,0.2773135871905713,0.2319689218562136,0.1037588521125604,0.1008068109788466,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.987266920690822,0.0303528681891213,0.0056061040196688,0.9936163488744352,0.982692093370739,1.0,-0.0157489464971281,0.2798306741119692,0.2283044531105617,0.2542814671400338,0.2671878444997811,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9909705271929622,0.0256943145865734,0.0042906215333379,0.9954777030677596,0.9826434308849102,2.0,-0.0862958821109436,0.2841295397189614,0.2342315765104247,0.2266255875668026,0.2109416232303839,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9892159014901912,0.0278188781401944,0.0042610569915523,0.9945944604688371,0.9835744038230514,1.0,-0.045849370806781,0.2868590047545223,0.2344499290256073,0.2484137048416097,0.2544542434041398,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9933357826877096,0.0225633152885019,0.0028271585956633,0.9966633062288228,0.9850221061696424,4.0,-0.1724411663844238,0.2686557681018137,0.2223886128155889,0.1532742702369444,0.1610544858467835,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9918269387142656,0.0251387965861748,0.0032475916931341,0.995906140838794,0.9843924180455988,3.0,-0.2702799844076882,0.2705511509110014,0.2257332549641252,0.114346752670891,0.1159582753048635,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.990703821780878,0.0267465459635014,0.0040104539288364,0.9953421873511854,0.9836455928440316,2.0,-0.0721187063320878,0.2623192537209546,0.2189220507997193,0.2043145173543682,0.1987352621706645,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9914856622900564,0.0249923649776716,0.0035855037465462,0.9957348667800482,0.98360675328928,0.0,-0.0673884953311425,0.2804357833377873,0.2308337185512003,0.226260454808682,0.206271563771576,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9879528704768464,0.0304456058635695,0.0048459571853716,0.9939596697832848,0.9848537530549968,0.0,-0.2006333255471133,0.2594374027897305,0.2150893390733966,0.1557002611539961,0.1754000065922212,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.98773180535438,0.0301731578388961,0.0050857693873936,0.9938498712914138,0.982139032545756,1.0,-0.1059344942930129,0.2798531252858335,0.2344817548290905,0.1132451966592292,0.112549923578181,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9900542632722704,0.0268506831502943,0.0043481427074205,0.9950165176389332,0.9808105882065632,2.0,-0.1219423162892761,0.2889976019240643,0.2423937280425983,0.1258988343118388,0.1009649148813052,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9863404562909426,0.0315132785947227,0.0053418205323261,0.99314827745835,0.9800720890721424,3.0,-0.0637506902771274,0.2824240960797535,0.2339669641852378,0.2070751466500002,0.1978856834295015,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9875628025832768,0.0309590927842644,0.0054014612146342,0.9937645523773592,0.984061545161608,4.0,-0.1367166916738975,0.2620742162594537,0.2159429204092484,0.1455683012806828,0.1513557109793101,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9859952715143068,0.0311255647109797,0.0100548652066789,0.9931060576819803,0.9808299519102108,1.0,-0.0188055885275215,0.2981760137258174,0.2435401820592805,0.247040212639754,0.2552904747988592,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9891905048380594,0.0283811291879955,0.0087346918301545,0.9946705035683612,0.9814364729658764,0.0,-0.1782457166899349,0.2876792756745334,0.2370769893897809,0.1424689817349486,0.1260185182125725,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9891851909600282,0.0289270347783063,0.006986083160156,0.9946142997972608,0.9835720291223216,2.0,-0.2230381104407675,0.2593064593987221,0.2162024145145329,0.1644514887352821,0.1512160823597781,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9874744092018374,0.029862116106105,0.0081112922290572,0.9937738503713492,0.9793924103661532,3.0,-0.1879017194985552,0.3052476446074287,0.2514791314704664,0.1161465684199853,0.1108685734856061,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.989604568048513,0.0281618688085837,0.0070034982272239,0.9948241762986338,0.9846175538530636,4.0,-0.1354618651694159,0.2586258131772835,0.213511142559619,0.1464808415086834,0.1349128476772814,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9934844880122956,0.0222288042749617,0.0029026312142533,0.9967379002119834,0.9849789672418516,4.0,-0.2107608800357048,0.2765043395107587,0.2314749915125056,0.0788727709005933,0.068563716901623,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9881262207436003,0.0292487086891323,0.0046055440156662,0.9940464461579952,0.98098817380462,3.0,-0.1757780537267022,0.3007772837586667,0.2514370350907754,0.1152041667994371,0.0921933280073206,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9904548175277756,0.0256209789549667,0.0034460594936447,0.9952171132802196,0.9801174294650176,2.0,-0.1189400123539894,0.3055091509240372,0.2566420059485154,0.1102155656140702,0.1057428609645665,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9885216118576328,0.0279269508366828,0.0044556819427825,0.9942455663189864,0.9787347632704452,1.0,-0.1160821744230913,0.2993686161809102,0.249652045070642,0.1389454608476663,0.1330585231661825,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9868344554993412,0.031138489039402,0.0050596788398953,0.9933965735804992,0.9833274318565683,0.0,-0.0486562074663659,0.2749466633333742,0.2316960524788089,0.217555225754907,0.1972777956810191,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9873192403078198,0.0300064613262377,0.005193892462237,0.9936423426195002,0.982908544505292,4.0,-0.1041254307496111,0.2989329083691494,0.2466412764496768,0.1948810655639296,0.2004405925346137,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9928350183499616,0.0229691952568211,0.003316048928235,0.9964128258392844,0.9842858553275728,3.0,-0.0384305048501045,0.2748555863924112,0.231158736411461,0.1864985961932466,0.1732367889413827,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9866253513795104,0.0311029746869436,0.0052822380359754,0.9932924355211074,0.9825417256125656,2.0,-0.0273531341048645,0.2815365296410163,0.2347650046807688,0.229783974811082,0.2345749166482536,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9897490233816092,0.0260644043243102,0.0041195047694128,0.9948632347423424,0.9795472960669211,1.0,-0.1743533424290217,0.3196682907961912,0.2676084586248619,0.057790415730968,0.0427958687048711,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9887787652005634,0.0282281466961237,0.0046905327002639,0.9943755479708776,0.9783902056284616,0.0,-0.1841260146461307,0.298927669826927,0.251147002809381,0.0977761654052086,0.0689500911075518,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9883542775753148,0.0290814581992912,0.0052965964322759,0.99416285546883,0.9802490041509268,4.0,-0.1627924009900263,0.2927282598022786,0.2445324229930121,0.089191264296587,0.0879512370418813,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9913963406594608,0.0254139597326518,0.0042863479308141,0.9956918403722548,0.9836581139841942,3.0,-0.0923180105088399,0.2734941770807214,0.2286132122465915,0.1699643156129726,0.164971626973015,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9883431581034264,0.0296880315426182,0.0052212425373238,0.9941572387995574,0.9843620551036484,2.0,-0.0834847297949066,0.2559528335558856,0.2097603618450186,0.2027016410754529,0.2133206481573324,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9878082548034524,0.0300133305877572,0.0053021157299337,0.9938882991915854,0.9812692053008945,1.0,-0.0978265899018084,0.2813252904570142,0.2364682469805123,0.176446314957038,0.1724980731437109,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.989259908196858,0.0286218705505265,0.0049029115413906,0.994618611009145,0.9835059392549128,0.0,-0.1104203358134732,0.2634253060954458,0.219691248481582,0.1808780749280557,0.1765574483296974,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9909615597812184,0.026092821039248,0.0038002118352036,0.9954717238093914,0.9862312345909136,0.0,-0.1248980419881522,0.2612691699606508,0.2162827166680303,0.2077199081389991,0.1929297008149811,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9893082744502056,0.0277879098054887,0.0043363567880105,0.994640842045204,0.980102670077496,2.0,-0.1368935266179805,0.2918232068571114,0.2446347644092366,0.1066832929446646,0.0934650291120427,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9898982353677837,0.027276062445898,0.0039032582791998,0.9949373077747136,0.9812567826348428,3.0,-0.2768158266366258,0.3040873432575707,0.2549964397616193,0.0206964518545574,0.0332100021324814,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9872388738478212,0.0307607225765149,0.0047777030236422,0.993600087794037,0.9809330771402364,4.0,-0.1422804437960227,0.2845922060125004,0.2355410670475909,0.1620799318752642,0.1457234466930249,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.991757778546533,0.0248514402586301,0.0035262174430446,0.9958715988002136,0.9836562643780632,1.0,-0.0522865690044183,0.269230072871023,0.2290850796644715,0.1613987442875715,0.1568118613564279,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9881897954570852,0.0297465380981542,0.0050574868977164,0.994079683437508,0.9815355222166656,4.0,-0.174303061529579,0.285883691919412,0.237617848085063,0.1152358685127111,0.1215516799242709,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9892229931152758,0.0285947470913946,0.0044625222791892,0.994598719238101,0.9816640808315644,0.0,-0.1188243596804949,0.2727204393988315,0.2290537343692874,0.1144047816939092,0.1028932708334195,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9891745856783708,0.0286291116715238,0.0047094328188829,0.9945746493496768,0.9811525979309016,3.0,-0.1360548686552314,0.2778946791013559,0.2331986026161183,0.1256912853623079,0.1207857363469914,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9878449746428002,0.0305976027644688,0.0051155425725648,0.9939055601697032,0.9852867760940034,2.0,-0.2010050734408441,0.2610287972954438,0.2165057835660197,0.1584262704600904,0.1646968420832201,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9905659864079128,0.0267178016980426,0.0041312241266339,0.995274306368536,0.9851159517717144,1.0,-0.1264937774016334,0.2639691871335642,0.2173020755336398,0.1966655423302189,0.196016182567017,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9894005177349542,0.0275833725163498,0.005129744568301,0.9946903974490452,0.9808040633000554,0.0,-0.089738316832687,0.2905679553683314,0.2448968387984331,0.1709912090830986,0.1637696544844511,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.988883577386354,0.0292065596797736,0.0050296997505649,0.9944288399386596,0.9844535026888914,2.0,-0.0479252709808277,0.252833887888492,0.2100323355082617,0.2329787583444349,0.2154454619908848,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9889836308553772,0.0291847090054094,0.0052402833623965,0.9944799056134448,0.9842783852292044,3.0,-0.1567141620600634,0.2648225510466777,0.2207610623990003,0.1507904724110842,0.1326022576804632,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9909066578949124,0.0259233595655393,0.0042743144582106,0.9954449908711884,0.9832757745928566,4.0,-0.1142588841554652,0.2837929816453406,0.239238671410877,0.1865939772834772,0.1621770373117914,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.986382457701614,0.0313285741703249,0.0059228451319822,0.9931719390468988,0.9803597326485934,1.0,-0.1082527324835662,0.2916959297587628,0.2424360785417887,0.1591519505151457,0.1454076566806076,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.989319023264112,0.0267890397657492,0.0040198917776757,0.9946464044236086,0.9805358646611284,0.0,-0.08171357992326,0.3076522767076385,0.2580738184168711,0.1401880669010015,0.1357940473904706,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.988367157578289,0.0290146875230237,0.0044812500332933,0.9941678222527291,0.9803579001517416,3.0,-0.1712007129067989,0.297293804008465,0.2487036246401176,0.0741070739039879,0.0773850045943535,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9897480965702976,0.0274136185132736,0.0041992771355817,0.9948621162694576,0.9832664963368692,1.0,-0.0077799222123096,0.2727594480399916,0.2245058859162964,0.2562551198924142,0.2551059817981498,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.990497240539054,0.0270381607778476,0.0040107414499346,0.995238653904828,0.9874020133635184,2.0,-0.367392290666265,0.2645044937216168,0.2250826639777264,0.0784477489455947,0.0862791142237292,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9866793229020469,0.0311996774582958,0.0051192447270837,0.9933183097885304,0.980149658735996,4.0,-0.12108919839741,0.2882449105058564,0.2442532964952645,0.1266957006199779,0.1159487180447178,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9886614992338292,0.027920205599891,0.0045558507032609,0.9943162532859852,0.978750119348669,0.0,-0.1812734248854119,0.3062794841525177,0.2577997169121132,0.0631569196531705,0.0432554538895576,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9881534240208598,0.0282991747727564,0.0046673535928759,0.9940615693093774,0.9803051304516512,1.0,-0.2500281752218125,0.3300049221527295,0.2744602391218597,0.0136259026109471,0.0098613360575369,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9911975981517832,0.0257632341314317,0.0037177081182829,0.9955910611244044,0.981901584413892,2.0,-0.177831178708695,0.2808363263551598,0.2354026032326135,0.0824711278009252,0.0700290123086307,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9869273000282118,0.0308444676185432,0.0051893647182007,0.9934443512665294,0.9810315820402784,3.0,-0.0973331409107798,0.2876945223268107,0.2361263570473923,0.1750504444106334,0.1688788534557073,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9882858861539466,0.0287422627982169,0.004808922227206,0.9941273133217432,0.9808388867317877,4.0,-0.1663923883377629,0.3049851427928077,0.2528300573681002,0.1404153072370015,0.1378114424363718,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9886314508414492,0.0284719369860724,0.0072256721286809,0.9943388902116626,0.9798954218336072,3.0,-0.1354053810599949,0.2981496539048069,0.2494375781733778,0.1246626431633026,0.1155312860734695,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9881842031995208,0.0300238062084928,0.0079979747088793,0.9941220584388524,0.9812183429675028,4.0,-0.1795899846712774,0.2807100284754944,0.2358336523738792,0.0913818922984871,0.0933109007738952,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9867512645665724,0.0316247152419942,0.0096583967700049,0.9934558294141091,0.983344534918191,0.0,-0.0180765807984104,0.2572206187525307,0.2064209380847172,0.2700778251282596,0.261493895651397,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9884306861736984,0.0284234559406947,0.0078685935319909,0.9942581148725776,0.9784746928270734,2.0,-0.1140279116192974,0.2958274385751921,0.2474344256633159,0.1304275998912902,0.1226456484929277,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9863407641715368,0.0302603111118685,0.0081399199668122,0.993205747825704,0.9786120940655988,1.0,-0.1121568739271265,0.3116394253242303,0.2582584569296679,0.1440864640220416,0.1327114577504441,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9878990223983948,0.0303559404117755,0.0046312250249709,0.9939324592526444,0.9819146864151316,4.0,-0.2815381397359344,0.2847050325698839,0.2413370078762635,0.0453030756595305,0.0338582173802664,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.986778926636249,0.03181038732839,0.0051747077647313,0.9933689401822756,0.9800124328138452,3.0,-0.285021914668164,0.2883295049409717,0.2415351185906062,0.0529131659602365,0.0466466626682711,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.98781756332825,0.0304375347482283,0.0046665526933379,0.9938915343169146,0.9818538058299128,2.0,-0.2012111115114914,0.2771881915871199,0.2340675835017268,0.0765265550965238,0.0730154161812861,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9878113438067752,0.0301068163217813,0.00497061961674,0.9938883391057504,0.9795648614548588,0.0,-0.2810469656315182,0.2990647244205965,0.2492386610344181,0.0775932966950484,0.0715601039373017,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.987994088959528,0.0286511392877742,0.0049179821800858,0.9939807076993736,0.9783845324429206,1.0,-0.1185100352753329,0.2988307318241537,0.2481263094240403,0.1492496823229762,0.1269263405085315,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9890170409462454,0.0274733795831631,0.0043851849013696,0.9944954555814294,0.9805261519479224,4.0,-0.0211040150174282,0.2956160709437035,0.2468496393632836,0.233295072343125,0.2011819543878694,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9850752803204812,0.0334820707372087,0.0059682682706162,0.9925113610251548,0.9809104995430552,0.0,-0.1807389602384965,0.2845937328179846,0.2360698532254573,0.133021761426379,0.1197709598677796,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9855874632988189,0.0332953320806278,0.0058263356795802,0.9927692738060614,0.980842151182293,3.0,-0.1814845213566713,0.2756725152721305,0.2277846814599307,0.1136735560261599,0.1010409393525068,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9886361165795824,0.0281502666515875,0.0045185095495285,0.9943041145884948,0.9799885735026324,1.0,-0.0663862842683922,0.2940742066859527,0.2458650071246629,0.2037237942724976,0.1746076564808655,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.987005711558722,0.0312922562926036,0.0052711982451986,0.9934833949485884,0.9807719997017942,2.0,-0.1793272731534001,0.2837554509183146,0.2324060363445136,0.1292171218223374,0.1067002435433615,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9863975371200316,0.0307857811948945,0.0061794241233286,0.9931819205467024,0.9827872599625602,0.0,-0.0641517385302146,0.300203121902668,0.2447698420807113,0.2036625359224212,0.1945762774330469,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9886845047603968,0.0291179268527988,0.0052379235140492,0.9943287854373418,0.9831784424584056,4.0,-0.2215235501618002,0.2859377450277718,0.2433740074943093,0.1469149384788709,0.1363698486300367,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.988651677789938,0.0295863060396732,0.0054878143172593,0.9943138112297984,0.9846452563140125,2.0,-0.2322083823733034,0.2633622245337726,0.2191408235366507,0.2022052008447581,0.2096622226968363,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9855112759192192,0.0333767134742617,0.0064163809241855,0.9927324000115836,0.9808185117975532,3.0,-0.2133553330244011,0.2797288451386081,0.2300511320526552,0.1328587047724331,0.1380414762487918,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.986329360271748,0.0306601839253242,0.005863476024138,0.9931445832211372,0.9801774791737424,1.0,-0.1774295664590111,0.3194424373090834,0.2638994693256019,0.1454076792418547,0.1501887134776155,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9897388109561154,0.0272397827048132,0.0041185361824759,0.9948576716229868,0.9799384151938708,0.0,-0.2061051560929327,0.3020423740940417,0.2477194026349655,0.1017757845405304,0.0967137570198442,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9863438802706074,0.0317953335891433,0.0054477572239155,0.993150225012318,0.983021527653642,3.0,-0.2505276548864228,0.296182111892171,0.2472986993594811,0.1765794129542689,0.1824607308713088,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9834975966416614,0.0323807856025756,0.0055277214081857,0.9917161021722588,0.9764878131815936,2.0,-0.1993893190062032,0.3280527107023033,0.274121773482816,0.0306781846927998,0.0274399088541511,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.988136283459481,0.028208467793256,0.0045581396602512,0.9940523466842026,0.97801046166752,1.0,-0.1184606891260529,0.3022189222848677,0.2542449001913113,0.1065726183173011,0.1032138470023345,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9847228990826656,0.0339089261690563,0.0060364375374237,0.9923339256457624,0.9832428014239668,4.0,-0.1109457409521208,0.2691969619574665,0.2190979068197282,0.2251768909580558,0.2231542383615855,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9885448146202668,0.0279484461807787,0.004659622524308,0.9942583962179388,0.9789168120832672,4.0,-0.2294179825282336,0.3209162694566932,0.2634087417468215,0.1293903852378369,0.1195653002273515,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9872753411221188,0.0311500159951768,0.0050317863498475,0.993618988726536,0.9823506337577692,3.0,-0.2813180426944546,0.2807597008577284,0.2347964260210339,0.1002306156286769,0.0954157254200085,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9876503175790534,0.0285244849361854,0.0044869111671159,0.9938077561794914,0.978124510699974,2.0,-0.13398129695916,0.3125048026487719,0.2640769766152305,0.0816959232877141,0.0803240874439124,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9858468261569322,0.0325832105870135,0.0056978692860161,0.9929003430062106,0.9803567004012472,1.0,-0.184924987755559,0.2852263741000782,0.2368558661967392,0.1130997490459167,0.1198633435723889,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.98559492781674,0.0313614763976035,0.0052136241568166,0.9927737146530126,0.9780255941716106,0.0,-0.0934022893394026,0.3047755213615237,0.2535327939495056,0.1642534361933598,0.1434144525944225,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9928507558183324,0.0233573900149619,0.0039232265517409,0.9964222723270716,0.9842798177550484,0.0,-0.2895674116724638,0.2840713007409589,0.2346294298935849,0.1342106396107957,0.1287768416795843,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.98800326253565,0.0299588909202776,0.0054974629534958,0.9939869650899428,0.9829141446670422,1.0,-0.1458996719702205,0.2785994132291528,0.232004373955993,0.1663483671580781,0.1453955521707706,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9871032569943604,0.0312538929537322,0.0055842594410874,0.9935335655718064,0.9809536179219188,2.0,-0.2912881321960729,0.2901379254387837,0.2382909137505607,0.0908353684731145,0.1066592764720607,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9860435001812788,0.0328833606970541,0.0059676494600381,0.9929987239392724,0.982114985785004,3.0,-0.1657100411762901,0.266770760207873,0.2174177587856695,0.159310754090953,0.1498273530226417,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9875228505504848,0.0298042097534556,0.0059669250476211,0.9937466868521428,0.978524346682912,4.0,-0.1686362893332607,0.2972662755570324,0.2467425233980858,0.1339694978304083,0.1279382711449702,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.98813780162048,0.0283092210627807,0.0047640978348294,0.99405317976804,0.9786137394204202,4.0,-0.1201643396914535,0.3022190167659166,0.2545851841583367,0.1499136459859711,0.1375884859914685,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9861202209853124,0.0321329630494062,0.005661216081193,0.9930374132097824,0.9797338693382572,2.0,-0.2498385564331589,0.297350319229034,0.2490474328086595,0.0700529568635414,0.0730594588267731,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9883515197440416,0.0296148721449567,0.0045955568049139,0.9941602054039168,0.980737849213892,3.0,-0.1390282312982569,0.2772105179488462,0.231080244839128,0.1302062821276381,0.12421036713334,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.987261491038666,0.030903352178575,0.0051208531190107,0.9936120558801156,0.9799997689238928,0.0,-0.2224564834359976,0.2911620215451735,0.2437670517768677,0.0773070263612235,0.0815906440133217,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9907662231797792,0.0260995287052724,0.0040069550980758,0.995374041240932,0.9831528237353236,1.0,-0.160350330147045,0.2901307817257328,0.2436178289956048,0.1517966670740858,0.1354156104589579,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9865276458068044,0.0295107580104462,0.005139341391496,0.9932434904787516,0.9778169321954284,4.0,-0.1770914226022215,0.324089641070579,0.2745770482356319,0.0096388852256554,0.0094904917044988,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9848926725833048,0.0318874698666955,0.0053221317301584,0.9924195051118604,0.976991497236492,0.0,-0.1454671963076585,0.3089937693823031,0.2584716449000618,0.0945893659393525,0.0965451185765914,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.991823831875439,0.0249315724474394,0.0037100818111375,0.9959056314788114,0.9840525987037366,1.0,-0.2186015142633242,0.2783964299138139,0.2338429473776395,0.1101598829427048,0.1107402322759557,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9917236401278832,0.0249813270382578,0.0036522689831924,0.995854975249686,0.9829359494865398,2.0,-0.2349169902753694,0.2887632142489504,0.2429201780410156,0.1105599856206861,0.1179789853283716,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9891503729311808,0.0288853204202372,0.0046350998316697,0.994562120432251,0.9833812163812156,3.0,-0.1103903594498842,0.2667239578499757,0.2227187167850446,0.1783178952029445,0.1838992672352239,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9911057639228622,0.0257028384045824,0.0044936877815754,0.9955461303353524,0.9838844829358296,2.0,-0.2687143255768263,0.2992070044695705,0.2495216961162243,0.1865021203813994,0.1678427629293677,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9858892188860372,0.0327237834941556,0.0065826245578509,0.9929250354189132,0.9841251859688176,1.0,-0.1978005128338102,0.2633327359712325,0.21651908343885,0.1977019967575729,0.1961419956583435,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.987661070824382,0.0308176555483698,0.0058032115357742,0.9938163907101064,0.9858443585298532,0.0,-0.4293917957184041,0.2684072488200457,0.2262439124861689,0.1516188900707594,0.153945493685608,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.988166738371804,0.0301157492546157,0.0053850639176003,0.994069448319214,0.9815482715543492,3.0,-0.2644238372997312,0.2817733158065859,0.2294117217637458,0.1064264039841823,0.1026269864843709,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9903508993233766,0.0264136791134998,0.0047845885722451,0.9951675932119624,0.9833151471659192,4.0,-0.1621419252351008,0.3003934663075556,0.2539045847075407,0.1554721035010455,0.149111608864495,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.986181770181234,0.0322840182321981,0.0053497890525682,0.9930686150613586,0.9828681094016324,1.0,-0.1129602472998503,0.261185771750514,0.2165777078552066,0.1908720526116175,0.1805863115977247,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.985848475061204,0.0326743264784629,0.0054733888208557,0.992900749614442,0.982211497674102,3.0,-0.2983534428211767,0.290901941790559,0.2401839040285547,0.0754312202807549,0.075359968075987,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9901437456315992,0.0268384987300129,0.0042659944521749,0.99506106581815,0.980629533252459,4.0,-0.2829946285966103,0.3039702859529277,0.2531601367551501,0.0369635353843814,0.0381390914777445,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9884715312636658,0.0295413724323849,0.0046199805502518,0.9942208895766562,0.983482033888148,0.0,-0.1760919784149301,0.2722135312631015,0.2256521375304202,0.1190006065894792,0.1098765549357295,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9880592465812448,0.0293111523643897,0.0048789830831033,0.9940134919120218,0.9842863921447076,2.0,-0.0509286403441564,0.2856762577193572,0.2320753476601616,0.2748286745977252,0.272952333011631,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9884228533466822,0.0282171114542406,0.0043213005812159,0.9941967542349376,0.9793499078318966,2.0,-0.0844059900715628,0.3017222247159269,0.252350302722869,0.1263838330336712,0.1104330339588575,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9892705107371236,0.0283364729923036,0.0044423486434915,0.9946232003100212,0.9826873334009396,1.0,-0.2093243302016096,0.2875311472964081,0.2345142264943888,0.1312557327183508,0.1132601004625282,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9891031468271928,0.0278033859347201,0.0041795402132945,0.994538547408346,0.9805762124475536,0.0,-0.3343186455987783,0.3280735858855211,0.2718599534647012,0.1237063100838221,0.07605949729873,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9888806229781713,0.0291623148989762,0.0047413023415714,0.9944274864084066,0.9848162418381824,4.0,-0.2064176358514933,0.2607273477621113,0.2189318995308087,0.1374508684012104,0.1261386655580386,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.987367042296372,0.0295339006344939,0.0048603950877153,0.9936650969028809,0.9795191512762216,3.0,-0.1245643149428421,0.3063958121556534,0.255290813684693,0.0842275197359798,0.0865879848247804,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9877950815329632,0.0306378564090191,0.0056260573767636,0.9938828991762372,0.985698909575964,0.0,-0.4296439843355637,0.2686250888105256,0.2240601058932158,0.1559640247281689,0.1708756940895937,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9859945017827728,0.0327407548528838,0.0065914282378874,0.9929776789515696,0.983949389567826,1.0,-0.1839025460723082,0.2620408709302212,0.2202206915444308,0.1784737759752904,0.1727212116078852,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.984914924489606,0.0326738047865043,0.0070568438950463,0.9924400473784648,0.978208316054386,2.0,-0.1668404718907832,0.3039207045850892,0.2525292804721457,0.1114338464120763,0.1045146733343098,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9884698040713126,0.0294657599807201,0.0053509047920217,0.9942219416744656,0.9809919439162372,4.0,-0.3408210636809738,0.3004750939987655,0.2514966315410909,0.0640546370408136,0.0473079870059712,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9856560805244392,0.0333109309385355,0.0063243213411822,0.9928045640551124,0.9825351845093684,3.0,-0.1798953241357834,0.2626259613114666,0.2189526426326028,0.128232312431836,0.1258445816522149,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9868057796142228,0.0307722536357141,0.0052872376309965,0.993382601967121,0.9797029637708436,4.0,-0.2327987528840689,0.3085530737439115,0.2512553392687782,0.1043878768317308,0.1039269061618168,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9851887647137826,0.0336968914046495,0.0059335196366795,0.992568399549566,0.9836558826356372,1.0,-0.3440356010146306,0.2712709171337604,0.2250590431509596,0.1001963250931997,0.1068852883255862,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9867416480704164,0.0315666264153874,0.0051376609100618,0.9933503241066212,0.9824390738447776,3.0,-0.1790377327147534,0.282243550480568,0.2321455332048183,0.1590069628067934,0.1322155866113493,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9909901670064772,0.0252951562989598,0.0036712203674368,0.9954865657126456,0.980491516432057,0.0,-0.1320756719824503,0.2971151165594058,0.2474119115452981,0.125060044247165,0.1099814619522541,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9868032225222924,0.0303773807258572,0.0051736094058188,0.9933814570454428,0.9809010780141416,2.0,-0.2314607659046104,0.3191556078685758,0.2653195490964173,0.0578652065306597,0.0483335907796969,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.987003393818268,0.0313985841264798,0.0052744660198044,0.9934820767259605,0.9798256677506424,0.0,-0.217384479175078,0.2864198794270496,0.2416036784119546,0.0323908085249052,0.0192812942088233,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9878443581186028,0.0296598075250874,0.0048352238397807,0.993905882571584,0.9817735302570516,3.0,-0.1671316786497212,0.2996283162383563,0.250120953008788,0.0881832389284309,0.0863027345765637,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.989329589556366,0.027613448443887,0.0041379997022777,0.9946522543789934,0.9810547486072924,4.0,-0.3921330359573443,0.3333845238402288,0.2786999422102207,0.0845775287587947,0.0690106798239656,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9876385362845758,0.0301798649192825,0.0049589440076248,0.993802444130386,0.9821181844410388,2.0,-0.1774789787962905,0.2925705793233843,0.2455523229984683,0.1141577599810822,0.0984954399642888,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9862796936922236,0.0325814963939936,0.0056360492182065,0.9931185866839722,0.9828384196666924,1.0,-0.1247640114357371,0.2540843301118676,0.2106556179090412,0.1685219005715704,0.1637029761159553,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.987039007551188,0.031117468783703,0.0058235691785732,0.9935013914547932,0.982052106843106,0.0,-0.1030561642211869,0.2734318385300544,0.225264006577116,0.1851875484757968,0.1967956375869007,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9875704929927436,0.0298033667634816,0.005844871487764,0.9937704845354592,0.9818530669631204,4.0,-0.0920912000542324,0.2944132803096354,0.2385086027791274,0.208472334828361,0.2125374695417704,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9858471535983976,0.0312889366364457,0.0061045626475905,0.99290265046144,0.9801678575871366,3.0,-0.1136259843332732,0.3073458886034592,0.2551384335092637,0.1562257276285195,0.1514595502223115,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9852976902584816,0.0334896993509636,0.0065308134168691,0.9926253587678184,0.9838214805769736,2.0,-0.2547119969500193,0.2630958036251798,0.2165898097619893,0.1448271287012024,0.173264342577215,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9873892199990274,0.0298745403366338,0.0055283809095776,0.9936779509099024,0.9797689866073664,1.0,-0.2270569285127532,0.314917154952287,0.2653339928146581,0.0658678521137923,0.0438475352007788,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9865337919250994,0.0304021164571754,0.0049595487425408,0.9932458831046084,0.9792737749547076,3.0,-0.1236546317988782,0.3075999903398677,0.255906012190522,0.1533426267873219,0.1400300564137523,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9886872197534028,0.0287810239960222,0.004547967498395,0.9943291043360948,0.9822572803067297,0.0,-0.1399367778350499,0.290915000633005,0.2424456478911557,0.1709404947765939,0.1700183038531162,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9886990330316854,0.0294077158828273,0.0047334533056886,0.9943352151505565,0.9832121595039696,4.0,-0.0850691696262664,0.2652828703424107,0.2251464522372391,0.1511455038130011,0.1452951732390848,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.988014754754373,0.0278380157773406,0.0047901332294129,0.9939913349742686,0.977970014948398,1.0,-0.1643531345608904,0.3203942198124027,0.2708064662023756,0.0148785977063805,0.0028642446074462,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9858984046767392,0.032353255109749,0.0054235293499122,0.9929259547726054,0.9816022782062016,2.0,-0.1860223424553271,0.2904400354158665,0.2423232228529945,0.1309611011488113,0.1260299842134549,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9855061523302192,0.0330959061799112,0.0059403079882131,0.9927284854937511,0.980033720760252,1.0,-0.209668804773291,0.2870274712183026,0.2383929667855897,0.0787569711705152,0.0576970350658269,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9899891393133956,0.0276060652773831,0.0043772308484343,0.9949843256003036,0.984060678780721,4.0,-0.1856853874702599,0.2749317797402609,0.2309751652798853,0.1205437073336645,0.1140977557478356,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9888025862532064,0.0290527637844478,0.0047151765967272,0.9943876928488838,0.9852916221068114,3.0,-0.0571354258037606,0.250494668785173,0.2072587386622045,0.24446124093728,0.2207308855253315,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.988008751558848,0.028908653860167,0.0051305901939908,0.9939899927090096,0.979594963419388,0.0,-0.2271995746100692,0.3122355150721045,0.2588508240053671,0.1072883561611605,0.0905121229840716,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.985023655752291,0.033217901988126,0.0060299944936464,0.992486154681328,0.9801903418215016,2.0,-0.1927773239709611,0.2946664514253419,0.2361530116396554,0.1898814778159689,0.1875503343498631,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.986920233048082,0.0316473954328816,0.0057062541659702,0.9934410304214204,0.9848477504393351,4.0,-0.2538411788898436,0.2559263602988917,0.2095810605593862,0.1864542106937414,0.1907762427724909,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9846777906157196,0.0328198829352881,0.0068377902107651,0.9923151539728624,0.9786217737255876,3.0,-0.2392228935548557,0.3164721045981473,0.2674228075717959,0.0807372043337465,0.0733198850166452,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9868565909132774,0.0317912419949378,0.0060019465381955,0.9934108342298742,0.9850545546120918,0.0,-0.3971372888073019,0.2677004366996797,0.2179991081553192,0.0785494163143411,0.0854450284391187,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.989839345095146,0.0258720075645568,0.0050157803153182,0.9949113055804484,0.9798145981491718,1.0,-0.1940456633061105,0.3243294730461497,0.2748914169643668,0.02183890487224,0.0200421773579735,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9898870751730108,0.0270227574336542,0.0049114370025927,0.994934754982405,0.9834997304307292,2.0,-0.1557705809776102,0.300359895902804,0.2507732697015478,0.223060061646726,0.2061099375913663,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3953187871524372,0.213689433658109,0.1637656037841033,0.6287455206157291,0.5958763648236853,3.0,-0.33882295966512,0.2875655287930911,0.2298420391761859,0.1492105138542304,0.1869855669828729,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3802505499448071,0.217165032867949,0.1671985252011873,0.6166464948223046,0.5807510919496622,0.0,-0.4041827897935495,0.2746608482787164,0.2209329561028588,0.2076050284561292,0.204026036315579,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3740075649372716,0.2075483581947458,0.1583699204312204,0.6115634539104962,0.5841919917430389,1.0,-0.1171561574569963,0.3106606854778443,0.2529104888950806,0.2413920438878705,0.2153927135200164,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3858043703610232,0.2151841069243033,0.1645911786708286,0.621133393540904,0.5842432591481557,2.0,-0.385657658056258,0.2923324852568063,0.2281293635384439,0.1089877587252208,0.1568899666122779,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4143656082721758,0.2047907134867193,0.1551352646044257,0.6437142611322775,0.6064346818192368,4.0,-0.5710274462053284,0.3506137785285901,0.2823307234882657,0.0617744730955605,0.0683150095774266,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4301083593262967,0.1989253985201023,0.1478501980793848,0.6558297070263515,0.6287188542694956,4.0,-0.4249091404716625,0.3391750061360374,0.2742830700667915,0.0837728414249125,0.0645242520449835,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4284075724842275,0.1963827030124646,0.1463035699803665,0.6545320769011331,0.6185245297158648,3.0,-0.2772725747359676,0.3248443800586518,0.2705946941455794,0.1015260785447902,0.1100735532728159,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3862835884075992,0.2173889739975534,0.166236255459523,0.6215195627593983,0.5889534747977648,2.0,-0.777802678289482,0.3067831662507502,0.2520358993483869,0.1070073772297762,0.1294109984308856,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3905906091829835,0.2051738179225481,0.155576384506432,0.6249755274519149,0.5970350649968866,0.0,-0.3989703868221665,0.3402299074961626,0.2782595122348444,0.0863991634495034,0.06258153015627,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3808095560496615,0.2176475230061065,0.1664809026401551,0.617100887327305,0.5841168746639287,1.0,-0.7662938686784451,0.307846685307907,0.2586544643165348,0.0087208546360643,0.0128485611642624,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4054252101794879,0.207931843866399,0.1588124538585711,0.6367388793448824,0.6028441742092701,4.0,-0.311221232528623,0.3143230210883784,0.2548242195629489,0.106271138214105,0.0965591890403294,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3995332005668095,0.2154459558661459,0.163914480177706,0.6320926667102216,0.5980694712244097,0.0,-0.5002123442853643,0.2950982970326635,0.24327237285427,0.0324612011176631,0.057173974636686,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3994693186142666,0.2107626700978377,0.1614934878535759,0.6320469622860826,0.5949963894959925,1.0,-0.2155625693208211,0.2954031863123833,0.2403359719042386,0.1597456546476951,0.1747625674239475,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4044739187739979,0.2124597889256477,0.1618261994595802,0.6359875540126809,0.6011667976646506,2.0,-0.283560967458508,0.2879489326488412,0.2267291652462039,0.114346013540434,0.1316892483343214,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4144516715673759,0.2078653103646834,0.1580819854672928,0.6437872203117261,0.6070013193192157,3.0,-0.4808905607945395,0.32748053213738,0.258053490107031,0.0475743067479959,0.0808649280530872,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4513764593191534,0.1983175199640516,0.1465147199508554,0.6718478831618264,0.6369169404391551,3.0,-0.3568465870101627,0.3194463337024822,0.2626158378580037,0.0423004963589331,0.0414997942338904,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3979695635452792,0.2148250877007756,0.163721805944552,0.6308497593110731,0.5972699716370696,2.0,-0.347635919189621,0.2879510573861178,0.2365373779971007,0.0190025692593163,-0.0096124524962686,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3867224938731083,0.2040316651186477,0.1549692916191885,0.6218729969170991,0.5967637134666244,1.0,-0.394302163365628,0.3465783760517712,0.2812906679801039,0.0954372010191108,0.0813616940156418,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.424217341405995,0.2072164117980182,0.1554335943087216,0.6513216823210964,0.6147837080171221,0.0,-0.1606152586632165,0.2852726972401959,0.2331530095533869,0.1969842434927716,0.2038919746757658,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3981183752343777,0.2134555282028977,0.1634584622347975,0.6309680229499205,0.5961508436496936,4.0,-0.2219041709945275,0.2797066743957534,0.2206043482076737,0.1444424152625064,0.1587709790881829,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4103189139342577,0.1995002274597252,0.1486430759874163,0.6405641634290498,0.6139478026477185,3.0,-0.3567451676517899,0.3354127397993895,0.2766282590250719,0.0892522717387589,0.0830433866585897,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4416037913918395,0.2043741988772698,0.1523390333997567,0.6645354479170251,0.6341643669805274,0.0,-0.4128551271452647,0.3126944484860661,0.2536513419988307,0.0587112898593707,0.0636154249695269,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4377968545125463,0.2053290911626686,0.1525569076970626,0.661664959862073,0.6310773267032146,1.0,-0.3810732314030745,0.3090670938246602,0.2556846197111884,-0.0283780509395213,-0.0343202632413717,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4275536977982541,0.1980616631918849,0.1480752024044687,0.6538791840710345,0.6152519649387183,2.0,-0.4533892281616984,0.3433986788279682,0.2794943265975331,0.1004941348941381,0.1036040592929832,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3815388897713395,0.2080363950167562,0.1583294367674128,0.617690445344802,0.5912606780621822,4.0,-0.2624216635249021,0.3231021442769152,0.2598029422720448,0.1199120393402924,0.1538788893979841,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4003006581456315,0.2079227971823785,0.1586708067078328,0.6326979013775677,0.5971416930937365,2.0,-0.1588281370159783,0.3003849242489418,0.2480970643988639,0.1105286078195524,0.1070328008254559,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4133883941977937,0.2040717149713919,0.1543394451677087,0.6429625796033467,0.6119768890642008,3.0,-0.3545284837817593,0.3266395879239833,0.2714058647086589,0.0594713939176933,0.0515590179937265,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4279275342938632,0.2091013286386459,0.156030912512315,0.6541712289934405,0.6255152577027904,0.0,-0.199916915416207,0.2785023498060253,0.2305713086271888,0.1362462947359632,0.135310850742108,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4137973323963322,0.2123781932669668,0.1597029024940351,0.6432816507730632,0.6109088529932343,4.0,-0.2756711840668056,0.2812350271490566,0.230142301082925,0.1352792449346166,0.141013214666163,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.378063937904184,0.2193667700078732,0.1691315652591039,0.6148738166647201,0.5787051155859835,1.0,-0.6970040124870054,0.2994825604930854,0.2404383253897248,0.0781343147199361,0.1162992358279209,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4110579909894715,0.2049296566031959,0.1547895767642537,0.6411397187434935,0.6086892860265236,0.0,-0.1385617817427749,0.3005247948306829,0.2464165693128296,0.2145245590949339,0.223730847003691,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4310854342959485,0.2051922767593282,0.1534136830777244,0.6565730639912548,0.6220603663161316,4.0,-0.268511983588964,0.3009241588877702,0.246730177148747,0.1308783400307585,0.1256786304422154,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4419809580135645,0.198777888130591,0.1473389476138779,0.6648183797749185,0.6300354560189338,1.0,-0.2266246515020056,0.3070809956946618,0.2531627195136157,0.1190853220716741,0.1031147827161265,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4067370215151047,0.2044195665212074,0.1536877329441501,0.6377614811323925,0.6089209130438803,3.0,-0.3098641139712768,0.3230815476288574,0.2663586480411737,0.0920698752148095,0.0785443027404905,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3784223001025399,0.2186715576688427,0.1677385883494301,0.6151625311660123,0.5803446877090426,2.0,-0.3347418548814975,0.2641498827542003,0.2088261519621663,0.1544494603951341,0.1841072183127759,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4042548946826844,0.2130267976599382,0.1629184265435169,0.6358125786359604,0.6043288242673359,0.0,-0.2372322973751004,0.2785182426113438,0.2231518959479276,0.1313207607351451,0.1434095402171203,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4252038382558949,0.2001363889283162,0.1482080835757833,0.6520794804002197,0.6242640589534503,1.0,-0.3866076889747216,0.331671279745437,0.2716164115523398,0.0754903908111584,0.0642496729566244,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4297920181513766,0.2086979277778502,0.1557695810272915,0.6555879156500053,0.6227057668443984,2.0,-0.3490560002273635,0.2974975071426018,0.2373512401166796,0.0964187810767678,0.1039650860918824,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.409327275487687,0.2082056918030528,0.1574447428437123,0.6397907294581822,0.6073226038812628,3.0,-0.2760923720154711,0.3064108518691512,0.2422354511767021,0.1619929000759063,0.1773412306020712,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3724291286123719,0.2005376802038575,0.1521906726861822,0.6102741476509357,0.5833923859835857,4.0,-0.3354633701462937,0.346507372726986,0.2860058217049234,0.0507539702182025,0.0538029930835154,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.385047936924205,0.2055684264172184,0.1552715519127105,0.6205306509951722,0.5955750090210356,1.0,-0.2145401629491452,0.3206510230689256,0.2635311528612452,0.2121682547772542,0.1848057152905689,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4183231895404447,0.2122693957446184,0.1594891803038746,0.6467858606373258,0.6167972804040841,2.0,-0.5078717996345794,0.3042750661838292,0.2517607924325475,-0.04050178316773,-0.0396129182519361,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3935956290621158,0.2032000108350307,0.1531743407750463,0.6273812103857404,0.5966142102786982,4.0,-0.1538490137976513,0.3119754231103364,0.257745514907203,0.1869814590681429,0.187422130304803,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3973594204204607,0.2100798928878088,0.1606257259259205,0.6303744202533443,0.5931519801405934,3.0,-0.1379749067746034,0.2903279508177836,0.2385974416026362,0.1414402152477404,0.1481180633639522,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3754469884523003,0.2200574467219705,0.169274325194162,0.612745427123774,0.5777252508130594,0.0,-1.255890833356461,0.338045325864192,0.2774408817151516,0.0241515154598583,0.0545537468178341,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3934362836444683,0.2156858240196422,0.1646391959842949,0.6272475059919507,0.5934439572787401,1.0,-0.3951963030130843,0.2825571997591519,0.2266420797778871,0.1484104939314839,0.1623505209103852,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3893498288776145,0.2086313140468244,0.1590369268441817,0.623981568953732,0.5936558890222131,4.0,-0.3010612269854558,0.3239320094630976,0.2593854392127892,0.0858004062495143,0.0736000827741514,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4259393751711747,0.2078266831533999,0.1561732551955846,0.6526425227669769,0.621304214579217,2.0,-0.2406981330149269,0.2905088607691785,0.2406975313920034,0.0424638326376864,0.0533299294477023,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4254429320476955,0.208063105676513,0.1560139688787871,0.652261997016352,0.6211215286435086,0.0,-0.590215171552692,0.328521251941333,0.2750718864400981,-0.0426365356314436,-0.0456219434463985,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4156590506249992,0.2121245524574055,0.1597948276377121,0.6447184351071498,0.6148100067424498,3.0,-0.1655062108021472,0.2678160403662709,0.2181212792302121,0.176404000324663,0.1686349821201474,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4212426205612374,0.2094863215856827,0.157880742803043,0.6490344197513012,0.6144652008128214,1.0,-0.3150039301740071,0.2961958222248359,0.2380683961229402,0.138386900711936,0.1369726991773545,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4539740200374389,0.2017010200888654,0.1494078350739383,0.6737784593746494,0.6416546509637397,0.0,-0.44438118164122,0.3187888580688592,0.263431150868741,0.0459233193331714,0.0391486946037228,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4102165637876617,0.2065607876502833,0.1565780604664468,0.640484073823856,0.6088566103591811,2.0,-0.3856652606330064,0.3257179762494922,0.2642502399172278,0.1558838496064464,0.1548039576727696,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3947536801973967,0.1993133104027966,0.1503974606973283,0.6282980531133903,0.6041834424364948,3.0,-0.3132814185062369,0.3356782258506389,0.2807244057139926,-0.0196381451582623,-0.0258330645023884,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4465137684295649,0.1992244188771036,0.1467959983999016,0.6682200514118815,0.6365979785243493,4.0,-0.4027580093451863,0.3245418912353049,0.2692745866226095,0.0771240096863176,0.070787521247982,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.387332098270729,0.2157045705452591,0.1655436887192663,0.6223690982090433,0.5849505506972101,4.0,-0.3286654189732729,0.2735447880392835,0.2247384014299937,0.1887017997336018,0.1983054138442647,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3904903328228171,0.2051099804667671,0.1552097533098753,0.6249034394790005,0.5961808064698292,0.0,-0.4434459895642606,0.346812677825618,0.2797685977868113,0.1814598452865735,0.1742766568903894,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4195005443690603,0.2070755388281074,0.155979223377735,0.6476978694743942,0.617276557553335,1.0,-0.3770400343397686,0.3150678209878003,0.2509759620504895,0.1420468723874379,0.1496303935485217,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3999034625636637,0.2153742436034307,0.1641422157106038,0.6323866302243399,0.6012640516476699,2.0,-0.467630872251358,0.2966127162152248,0.2413993050622531,0.0539011730569741,0.0495262940335947,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4468891644637165,0.1977359163357972,0.1472031309875185,0.6685080892267857,0.6317438519999931,3.0,-0.3328821925173424,0.3198346596317247,0.2645305910098041,0.0277492293795224,0.0254587098627602,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.384718864625269,0.1993187726118915,0.1506398151450085,0.6202605308225722,0.590794861276174,4.0,-0.4775951186858789,0.3603396213514561,0.2968375939315274,-0.0512524553094171,-0.0562400622468634,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4488228047353207,0.1992931956499192,0.1466457029988785,0.6699448123665709,0.6400724632004114,3.0,-0.3899669902705485,0.3215356801228759,0.2666728342599963,0.0433687200840613,0.04132352162976,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3947847029000283,0.2144428732733913,0.1634569930172875,0.6283211180670684,0.5925003913673935,2.0,-0.3400100269324997,0.2888929155514306,0.2380994632222631,0.1114104081321916,0.1294887714523464,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3720427759312106,0.2130914888243934,0.1637081030889187,0.6099558384226197,0.5779219963143505,1.0,-0.5351962780067856,0.3436750713086554,0.2712095104392242,0.2980940038405723,0.2909874510183407,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4186199029410472,0.2111688950625231,0.1586938141291099,0.6470107495430122,0.6142870446070637,0.0,-0.3612437303267741,0.2916422953821064,0.2305465990311047,0.0728700214072765,0.0896930884379031,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4330442527841334,0.2074941188895787,0.1549204893219354,0.6580636589714346,0.6287292606580287,0.0,-0.5047798510155992,0.3173459210327148,0.2601886762215608,-0.0110746205187345,-0.0205076978813201,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4352126012150887,0.1960255348087754,0.1461729587155245,0.6597094855965803,0.6233736127077352,1.0,-0.4607791136091341,0.3453576163679488,0.2837989699204619,0.0205405258448009,0.0192894915313413,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4059158496857838,0.2125456287739953,0.1618226256597086,0.6371175568564945,0.6078830645040739,2.0,-0.3062894015711828,0.2849382916110434,0.234662041601946,0.1080411925871359,0.1165220595868737,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4440774439759694,0.2051853520552697,0.1526185134558963,0.6663936109465887,0.6347461514141581,4.0,-0.5007376166768756,0.3166820045995295,0.2615821496105466,-0.029552264082878,-0.0265657070126065,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4303823940337198,0.209254534415404,0.1568893692515863,0.6560378931816315,0.6256506113793422,3.0,-0.4592301398748775,0.306364866568983,0.2556746103096093,0.0893994098310471,0.0839754732443504,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3961861300432067,0.2161435268129037,0.1657802226147297,0.6294403168474727,0.5966763959995193,0.0,-0.343876663969586,0.2786428515589141,0.2230183211359394,0.0946261961404591,0.1053546773885544,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4567940000825803,0.2011835780141366,0.1482694712670705,0.6758748302061912,0.642400876635775,1.0,-0.3137874351660863,0.3033258420528228,0.2494890865538939,0.1177638029133844,0.1045463258931028,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3995449642528417,0.2117955907823264,0.1612648184329213,0.632103145787604,0.5934744688253171,2.0,-0.2382604453083969,0.2894189425202599,0.2311067553499654,0.240262480670951,0.2417595032224788,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4134558949723231,0.2109265082270564,0.1599343378503688,0.6430137561218355,0.6102158110981686,3.0,-0.4807038444918177,0.3135802240835815,0.2621077582814715,-0.0663698388885295,-0.0696106122100431,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4236545543214524,0.2004768188201834,0.1501097592093876,0.6508933999688593,0.623802176471131,4.0,-0.4046739161441492,0.3338094164448029,0.2746711383046518,0.0611493247095192,0.0567764416878649,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3758232779998884,0.2075739929662686,0.1591452278457169,0.6130472794665918,0.5806820121441519,3.0,-0.4164723499508878,0.350796973514379,0.2794725721715541,0.1896097699075246,0.1948077112907859,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.386333553491562,0.2048838821385337,0.1551014646662309,0.6215604951368114,0.5979325966290838,1.0,-0.2928451479780649,0.3294466014746077,0.2686977265640008,0.1405743991499591,0.1155099213543721,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3730925728473737,0.2104880915807826,0.1606460400002393,0.6108152116804502,0.5829738771240099,4.0,-0.169323131357086,0.3080525661935753,0.2514987982551054,0.1867313254374274,0.1845311806721339,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4220637073683974,0.2047854965614452,0.1541936266074408,0.6496668999229557,0.6114542673699459,0.0,-0.3520259646921828,0.3193024451067934,0.2549749299510946,0.1004439812591101,0.1230393803426654,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3713754483749154,0.2122043749824098,0.1625801490289881,0.6094082951063913,0.5770955403370955,2.0,-0.1785643930375449,0.3044047828414055,0.2406109444095517,0.2894432868291868,0.3022828315356882,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3953916802640973,0.2026565911345905,0.1521137165984247,0.6288044871095796,0.5985400719725221,0.0,-0.4236600642202273,0.3435359124791883,0.2780537059871052,0.1604756973225099,0.1562633603513277,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4316512490708101,0.2053866675079796,0.1537239881517982,0.6570042573561945,0.6273747025816429,1.0,-0.5951793852248668,0.3347627515659661,0.274440326394799,0.0027398004359379,-0.0113927203067332,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4436474070144159,0.2040327781921799,0.1514897073903264,0.6660713880113387,0.6360001531413486,2.0,-0.481222574670485,0.3205454604134692,0.259739042074592,0.0598085164606497,0.0502313750707093,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4367961952370529,0.2065064656713651,0.1536619935867298,0.6609080419048527,0.6314928532126685,3.0,-0.3917765615841355,0.3055468219186842,0.253851295395237,0.0562367171484827,0.0470057672462637,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3865092405481822,0.2174253558299548,0.1661147413197916,0.6217016297781064,0.5888567553606187,4.0,-0.6418033939158354,0.2966498040731539,0.2332505488633829,0.1361197775922654,0.1674991870723033,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4046301807452391,0.212461015355331,0.1617829065797462,0.6361162441394925,0.6042648162936048,0.0,-0.5744601120882598,0.3198295839899461,0.2707976803320693,-0.0656866141918269,-0.076714139743776,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4049166780444264,0.2124767765925182,0.162282931946133,0.6363385592204926,0.6042841703994063,4.0,-0.3052763185202725,0.289079287460514,0.2317170888351839,0.1185651028372888,0.1171129543844337,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4007557972512571,0.2136631166375544,0.1629170727651076,0.6330583285538991,0.6022018278413094,3.0,-0.3852962806927615,0.2977494711896811,0.2376517866130722,0.1205973322338065,0.1344378125838632,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3943639540768366,0.2027052313699856,0.1543568752149538,0.6280032721143172,0.5966766411483068,2.0,-0.4273002080551693,0.3500046648275872,0.2855752207158863,0.0870729894607818,0.0815613066479103,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4417221200987949,0.2003493247164943,0.1484547159675857,0.6646409508067608,0.6345046573541046,1.0,-0.2886361226336644,0.3108498214360496,0.2592947123022677,0.0846733680856167,0.0820849693533919,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9904588052441304,0.0264721814278616,0.0036800717979115,0.995219097313593,0.9830876957446874,0.0,-0.1438699212417056,0.2899157582701412,0.2401971339447724,0.1910372734731972,0.1705016832530468,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99153788774023,0.024852403656029,0.0033215704375814,0.9957612217467008,0.9832590011101908,2.0,-0.0799473126093888,0.2850158236960795,0.236588583859565,0.2152032809657906,0.2059618663784547,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9912243391574797,0.0255596326996866,0.003573208801812,0.9956037424862304,0.983407773842192,4.0,-0.10233137394243,0.2766033416961839,0.2236618189509872,0.2327113538948809,0.2103343961033719,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9916499697200264,0.0249190725180659,0.0035188239482448,0.9958172184075844,0.9842503372609464,3.0,-0.1236403773346745,0.2795713451233913,0.2286457043771853,0.1999525361430225,0.1679905520291324,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.992160075517052,0.0240080607835626,0.0032048812148669,0.9960736638401472,0.9832098386881925,1.0,-0.087107668194071,0.2818246892220948,0.2271562704083788,0.2441021386947239,0.2288907798945486,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.991294053768282,0.0251919061099082,0.0035090086973314,0.9956393726591096,0.9829629106512976,0.0,-0.0557085185359316,0.2823908519685192,0.2296547964402019,0.2668876931102351,0.226758427128795,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9899836873205412,0.027124403773974,0.0041206965168216,0.9949817551759568,0.9823659968077524,1.0,0.0201432450973848,0.2679850876602231,0.2185845889704887,0.3061831591970266,0.2915556261071433,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9912553953086046,0.0254156765534288,0.003791892152306,0.9956207651710408,0.9839494782224636,2.0,-0.0665140704086413,0.2764957350009118,0.2277648906192511,0.2415719784232341,0.2127121622050223,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9916003806268392,0.0247160738497383,0.0035732621722973,0.9957934166754197,0.9842513264326018,3.0,-0.1359632272111766,0.2944445135513862,0.242356032473047,0.1709818407523006,0.1697355394085092,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.991343607211604,0.0251388731755633,0.0037878947158372,0.9956647404644284,0.9831464975269903,4.0,0.0138278214940618,0.2723398424843468,0.221548330736587,0.2911640284087332,0.2790141736294105,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9924889565758463,0.0235757681969826,0.0038592580039125,0.996240263802132,0.9839718570101555,4.0,-0.0824169674229757,0.2777407237002942,0.2265080324434639,0.2333818735326556,0.2158092421997954,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9913831441301776,0.0251528136361307,0.004226669448187,0.9956853428580364,0.9834316841037962,3.0,-0.1055359754578644,0.2851458782408593,0.2333001213088212,0.22264449010205,0.196232050660588,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9903262482240048,0.026624332514158,0.0043371009059536,0.9951543669617438,0.9829262257568384,2.0,-0.0366378237597415,0.2771809942336067,0.2247734977308746,0.2609587695592964,0.2554903031581852,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9912309183891804,0.0255502195119966,0.0043336836091539,0.9956094490835876,0.983725973263483,1.0,-0.0723849898358848,0.2725455901429493,0.2212489753054535,0.2541528616644509,0.2296701309106624,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.991252815099503,0.0254454229494447,0.0042155321294864,0.9956196895735876,0.9826020295406208,0.0,-0.0438219821953231,0.2725127975236268,0.2229569803666123,0.2949216882619195,0.2637548654361983,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9923868699044136,0.0237224644593827,0.0033159743031027,0.9961872778526052,0.985014324385352,4.0,-0.1146148884489477,0.2815873551005856,0.2295076556781979,0.252615131915698,0.2307360177099162,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9889639326020612,0.028425463952255,0.00415786392361,0.9944677338251732,0.9826858967068274,2.0,-0.0163743893320451,0.275007897761313,0.2274590997279757,0.2745361647196073,0.250184284656132,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9896548240266118,0.0275447207114545,0.0039037931310824,0.9948150372970288,0.9829664317567526,3.0,-0.122252774204056,0.2879551385762636,0.2388936444636805,0.1859338265217104,0.1512749485392657,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9932723163948168,0.022361927216713,0.0028144125959069,0.996631535803689,0.9841937028976414,1.0,-0.0707291133662577,0.2736591930260201,0.2241754225742481,0.2254371597310048,0.2000207401607306,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9915573556926054,0.0250252958728827,0.0036310883623561,0.9957708617279484,0.9839118018807754,0.0,-0.0832870962683605,0.2763642692157903,0.2253764892497178,0.2415845728264277,0.2108144089498663,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.991543838956779,0.0249480328243091,0.0037932821931682,0.9957654488367224,0.983950073113066,3.0,-0.1066392763371693,0.2839119310766753,0.2301886878324592,0.2230747963729226,0.18292932161721,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.989895518939648,0.027505192024551,0.0043170893546452,0.9949366489847352,0.9827244392066244,2.0,-0.1391582072426209,0.2777944239212206,0.2277788733582362,0.2065644496796313,0.1888323052531542,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9917924181933508,0.0245541603378836,0.0034887299275706,0.9958893928926758,0.983250626004703,1.0,-0.0725312279691894,0.2806270426514934,0.228937447359571,0.2478249939111336,0.2199381605973853,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9902371320741408,0.0268208348993066,0.0041338516193263,0.9951088391772116,0.9827074415840495,0.0,-0.0149436544662406,0.2713225565856209,0.2227436911084157,0.2835929902279352,0.2531662519209999,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9919854780125492,0.024184167216385,0.0033965215174276,0.9959861535182754,0.9837273042203816,4.0,-0.0734535860246454,0.284038804964856,0.2322179775629811,0.2290589000577483,0.2118953358902398,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9904351307034264,0.0265326392370069,0.0044076949844516,0.9952090355891124,0.9830974323689756,3.0,-0.1061115004511583,0.2837562047269601,0.2318544829890246,0.2032726722236216,0.1744566924213079,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9938772512623828,0.0211479477602999,0.0032839450064778,0.9969362942487636,0.9842036714119534,0.0,-0.0501195670780365,0.2802800311810346,0.229319284106307,0.2518988971105111,0.2390958620780546,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9905801908472194,0.0262953892484431,0.004514048508552,0.9952821862243454,0.9827378043425,2.0,-0.0452655535249635,0.2768976774135688,0.2258894386803707,0.2629427410238995,0.2467029817506247,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9906637485099434,0.0261623017408592,0.0044406133721981,0.9953239705326996,0.9838556226405144,1.0,-0.0589383712724673,0.2797897835855276,0.2284335169097042,0.2418925365293521,0.2296094185774403,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.991047742023068,0.0256079042409354,0.0041897131162722,0.9955162510422978,0.9830058543740324,4.0,-0.0572814723609342,0.2801612077791162,0.2267272231562058,0.2480911539678107,0.2365498224471844,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9898921299116574,0.0270839650562024,0.0038460120507394,0.9949343856023204,0.9829864782064472,1.0,-0.0442813353292399,0.2827476641622869,0.2336995823681354,0.239370720145741,0.2255787094540304,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.991884232844181,0.0242746276331,0.0031850751783744,0.995934937432902,0.9836602436219036,0.0,-0.0039607640512189,0.2775055896926381,0.226643069583894,0.29342288728133,0.2715880909189639,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9913747078066156,0.0249688515247478,0.0034133494174713,0.9956790484879584,0.9837016678406256,4.0,-0.0559856302175287,0.2870967831457731,0.2359625131966512,0.2399659044575632,0.2012102194293835,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9901160533762589,0.0268655934501836,0.003918474858609,0.995046855352688,0.9825378123552164,3.0,-0.0312222407192264,0.2783268258750582,0.2282232618017498,0.2689661192699886,0.2375029988507353,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9904579873155608,0.0261257889648948,0.0036606308938762,0.9952187179063704,0.9835204919328588,2.0,-0.0087801811067655,0.2856049871706837,0.2326284694683063,0.277066620838012,0.2638120776802741,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9906134273531784,0.0263027115250579,0.0037919029329776,0.9952975511989656,0.983354502128618,0.0,-0.018109365531719,0.2715766671429177,0.2225298865501533,0.2804774414669827,0.2675726979278893,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9898935403823912,0.0270901885868388,0.0040470276296755,0.9949362667470272,0.983021169800191,4.0,-0.0776492349778039,0.2876965057880628,0.2374890646830086,0.2506622525856797,0.231984181982406,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9931757691102904,0.0223939734650955,0.0031629042830878,0.9965843630948176,0.9854122210856988,1.0,-0.1487308635032629,0.2897129254718016,0.2375467097126614,0.1938369511508902,0.1813467543062889,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9918166659356124,0.0244537488839141,0.003608443047646,0.995902451693377,0.9842837473806564,2.0,-0.0697760766910318,0.2831226620168203,0.2315081723489801,0.2564121032782575,0.2135778353306931,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.993750083901166,0.0215027080796692,0.0030788190103152,0.9968725605693838,0.9852585984411252,3.0,-0.0228938545417749,0.2698147208573606,0.2218160727559148,0.2770309935663015,0.260505739362634,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9902441946436856,0.0268952175812358,0.007790754028429,0.995181730170955,0.9821032512544048,3.0,0.0012783433277865,0.2656392024769941,0.2146022441510654,0.3159337610687482,0.3052802149004326,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9922035684497894,0.024092998794072,0.0079538916459759,0.9961997603412144,0.9836651946937396,1.0,-0.0918922883368027,0.2752259303865103,0.2287205973073192,0.2160209097763432,0.1909801595623184,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9932870876127564,0.0222520377586486,0.0080932292887371,0.996773041148642,0.9837079915432017,4.0,-0.0715103199401365,0.2781586180544428,0.2241531300737196,0.2502914466530274,0.2174603311342461,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9909024987000216,0.0257382066620675,0.0069091108907166,0.9954955213004748,0.9832304636619736,0.0,-0.0654423146641798,0.2841229952168233,0.2316302740985474,0.2233582088749413,0.2106313619282296,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9891691019117392,0.0281136617447173,0.0083194531373431,0.994660010459235,0.982892028061226,2.0,-0.0329800723374456,0.2788481461785375,0.2313089725958264,0.2479022386085667,0.2202395624436836,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9930867879869224,0.0224810763184994,0.0030359635028719,0.9965384761293626,0.9847254476137034,4.0,-0.0726445403076143,0.283336798309055,0.2325652053906484,0.2275145997710185,0.2060817232135452,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9912425860627804,0.0251851025354473,0.0033363758085281,0.9956127616422148,0.9838977138245212,3.0,-0.0315726316033984,0.2828524705137866,0.232713815413625,0.2652903236100135,0.2328770674128842,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9904457409941488,0.0264539035373637,0.0036727870992951,0.9952126958708004,0.9832365312520468,2.0,-0.0087182653939945,0.2737084485700493,0.2270677000672921,0.2745203233279188,0.2513917932383797,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9900462445215604,0.027030213544605,0.0037956346379737,0.9950119392137498,0.983975937511754,0.0,0.0062206095345805,0.2705451751259113,0.2217330961230466,0.288067464678005,0.2795645593603442,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9905703779440655,0.0264084552631888,0.0036826046583629,0.9952751994081404,0.9831208265571588,1.0,-0.1384845395330396,0.2851639349034206,0.2324445457516424,0.2077759165174832,0.2024585404191418,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9918985820602324,0.0242707113160438,0.0033564667842804,0.9959427347233296,0.983975362025484,4.0,-0.0762544197513506,0.2866472541068511,0.2352550626003071,0.2218787516594416,0.2015047597216975,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9891889721350856,0.0282913267697895,0.0044109670270845,0.9945816375439605,0.982914256803034,0.0,-0.1468374924401752,0.2854326295350685,0.2335046599580504,0.1757894879115588,0.1619491969804083,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.991636125665034,0.0247984116891209,0.0038783791572733,0.9958112976279196,0.9836927526609384,1.0,-0.0885557842704072,0.2822170135883105,0.23331105515075,0.2066796165673132,0.1707605993143056,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9919023519244686,0.0244461200037774,0.0036558840916343,0.9959445907321156,0.9844881508062354,2.0,-0.0885824102800538,0.2792006313885085,0.2269217205703106,0.2358431949451906,0.2129575519967574,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9908074793372976,0.0258724491446789,0.0037717363337494,0.9953947259114106,0.9829935964267744,3.0,-0.075692954118163,0.2856379659106594,0.2340818564715744,0.229644277590363,0.2090287778649864,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.989520041327246,0.0276937444708216,0.0047306092875319,0.9947491060856596,0.9835157467299072,0.0,-0.0595360845993968,0.280907175532302,0.230893114190501,0.2442770429483106,0.2252519483414311,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9916728956834951,0.0247589767215317,0.0040722790196513,0.9958316728426616,0.984047643704818,1.0,-0.0853306032220455,0.2810616019146257,0.2328076968214396,0.2302108442082465,0.2081077466419323,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9888660998802722,0.0286521819537308,0.0048425159085548,0.9944204018893938,0.982406649440202,2.0,0.0082770369540533,0.2676695455282238,0.221770852998928,0.3125142266472284,0.2837295572371173,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9913403580753464,0.0253092406261015,0.004094486656466,0.9956629603108664,0.9838908989276304,4.0,-0.1003682760265429,0.2801484949949821,0.2279633518417015,0.2292903871418274,0.2116793905240226,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.992193753143309,0.0239788576269328,0.0038552940332241,0.9960918936921264,0.9832931829843672,3.0,-0.0919652685332044,0.2815011541554408,0.2276957459787807,0.2377573502281729,0.1960571853614885,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9915280485153776,0.0248432962477465,0.0033483358337557,0.9957560806967284,0.982977866808133,1.0,-0.0785828940577937,0.2857126867064591,0.2328466965179042,0.2416447139551915,0.2123906898634357,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9890096746509732,0.0283238253902672,0.0041479414365616,0.9944908496054244,0.9819840053771706,0.0,-0.0848665147676603,0.2855147819033208,0.2363373234473607,0.2549716344483177,0.2263420488065265,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.990603495416182,0.0264666016563496,0.0039116717019769,0.9952919693394892,0.98340691424329,2.0,-0.0436283779606392,0.2682930948305727,0.2201525109972033,0.2517716742680642,0.2258464058429734,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9893844218012362,0.0278930644452265,0.0040878427370298,0.994679557639049,0.9831003168369048,4.0,-0.0742841031680627,0.2821363206768043,0.2319609424536643,0.2288750373740618,0.215180472512985,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9919441205703426,0.02442474526958,0.0033544500868094,0.9959652441111948,0.9832847268971872,3.0,-0.0987265668139489,0.2793938853694604,0.2291528708535387,0.2050766548966826,0.1943019024186166,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9902514853468376,0.0268520408991784,0.0040267426912256,0.9951157970988038,0.9833009737813568,3.0,-0.0445110823377197,0.2729521082401068,0.2258761242603706,0.2578875866141249,0.2359818219032271,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.993122939493231,0.0222132382560418,0.0031947417020989,0.9965574557660116,0.9856654284170244,2.0,-0.0760760559265105,0.2938967886282819,0.2426095005296303,0.21147317076873,0.1910866179107059,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9908036407599136,0.0262634360601947,0.0039094256469927,0.9953935864831528,0.9833149078574964,0.0,-0.0900522436245123,0.2706389299898599,0.2230244111576501,0.216492588929718,0.1970423972248527,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.989972996924954,0.0270761014562194,0.0039995081626404,0.9949765080891818,0.982626274162897,1.0,-0.0227833986135406,0.2766211311292541,0.2295477126489209,0.2471620195705003,0.2348132240165235,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.990384383367573,0.0266651811469781,0.0040898753735334,0.9951827444537874,0.982444828632765,4.0,-0.0790213901360916,0.2776618383922423,0.2277835615204118,0.2133593279243739,0.1906647589043404,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9891633624787816,0.0282970528449094,0.0046225067244977,0.9945690077360224,0.981879346006994,3.0,-0.0999572078378101,0.2807102388017132,0.2306172311961498,0.2216329031186739,0.2098897906340957,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.990685425890942,0.0261567260878077,0.0043288585107772,0.9953341530666552,0.9833280561345364,1.0,-0.0989315394453469,0.2841314125274111,0.2337621324454122,0.2117588854532069,0.199168593593217,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9931983611708476,0.0224183643727577,0.0036359701995776,0.9965968485193828,0.984756360289093,4.0,-0.0768919052676122,0.2778703036300117,0.2293086665186583,0.227012457098727,0.2211349739986141,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9921661641399372,0.0240058461433415,0.0040182890936736,0.9960783307432745,0.983969149768828,0.0,-0.0534004307151518,0.2773040314753606,0.2311985567852359,0.2446914329993248,0.2296463942401955,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9904494884943944,0.0264931259640009,0.0042912003615996,0.9952155374439268,0.9838778106244896,2.0,-0.0568348252936996,0.278080056753809,0.2256324973267972,0.2472596370201566,0.2479115842509453,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9914851268646772,0.0246238520133738,0.0032309647259258,0.9957346421077928,0.983741488330699,2.0,-0.0305115987257034,0.2911445018515274,0.2377928064641593,0.2528093164945407,0.2428322151535492,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9927512299238432,0.0230642884578752,0.0029721744264124,0.9963703664393058,0.9845482249616953,1.0,-0.0544476344637359,0.2787694457803089,0.2314692538016287,0.234427216175182,0.2163743086935758,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9883581940660972,0.0290556119743304,0.0043304881085138,0.9941633333738988,0.9823625006088716,0.0,-0.0940883068335391,0.2905837787544239,0.2344680801241675,0.2309221016426752,0.2129912960626425,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.991800060499769,0.0247062425525779,0.0034996880163283,0.9958927062365152,0.983156226355728,4.0,-0.1295840473568008,0.2802085024269316,0.2308247302575489,0.1755244998034247,0.1616881594947685,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9906589452779122,0.0260202378423889,0.0036646624558781,0.9953196955408444,0.9836208604223384,3.0,-0.079989453614137,0.2889612204890121,0.2379322671333847,0.2135185849047261,0.1933092698476086,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9919821398309578,0.0242882635092929,0.0036269242185962,0.9959847515383258,0.983621008516896,2.0,-0.0961832863219691,0.2828164293370271,0.2328079417462239,0.2146720503041077,0.195153599958045,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.990257981380685,0.0266813744467419,0.0035928012941999,0.9951181842354572,0.9829797032353232,3.0,-0.0531173582527648,0.2809903442757728,0.2331558278214443,0.2308164388623952,0.2224042619909972,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9938549438363102,0.0212966769572116,0.0031016020527548,0.9969252522606952,0.984541319715338,4.0,-0.0602026494635767,0.2763630950564133,0.2243080570912727,0.2466103817913536,0.2289264052827895,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9924085507211406,0.0236497772536082,0.0033125092800532,0.9961988975759026,0.984229133472354,1.0,-0.0877802004340599,0.2808071927252692,0.2297226435578692,0.2163131317297355,0.2027438009651962,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9916196134835836,0.0247715413802667,0.0034537755519903,0.9958028467766662,0.9839537132923694,0.0,-0.0290999756343397,0.2765957395301425,0.2281903063511604,0.2699015254765505,0.2510812428576404,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9921828432491786,0.0240176600140529,0.0075707372876147,0.9961679825792928,0.9830439822871104,3.0,-0.0556786156328847,0.2758758806962778,0.2255358724391369,0.238523400935332,0.245843773155118,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.989877637402989,0.0273840927404724,0.0082071676642637,0.9950131629619356,0.9828627438333212,4.0,-0.0085833934721151,0.2674251620631533,0.2198390121599349,0.2832210418776013,0.2400995952842763,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9887065763966024,0.0288528000200636,0.0077207882320243,0.994389727963837,0.9824898703266984,2.0,-0.0238898053517329,0.2719119039715157,0.2220656185968757,0.2631975935985673,0.234343745880194,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9915706271742823,0.0249266651773151,0.0068775238245782,0.995826955894517,0.9831947425878196,1.0,-0.087873967459094,0.2806944619426965,0.2299696336446515,0.2273264839900418,0.2202094964392031,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9895811653204488,0.0274662423530553,0.0081693939080317,0.994862376211648,0.9828820076241503,0.0,-0.0040258206519059,0.2791782014795949,0.2324260273293766,0.2849775238613302,0.2566034288068657,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9894529638173633,0.0278170964622847,0.0044524795058055,0.9947141247683482,0.9830236672242316,4.0,-0.0838203310548908,0.2827742579986101,0.2304782258381928,0.2414291655001679,0.2304643361769913,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9911453213335576,0.0253378038542215,0.0037251273118594,0.995564657291604,0.983811816456442,2.0,-0.0986283021867866,0.2913147182837866,0.2415199190418204,0.2218520794140735,0.2049586047735458,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.988697746229688,0.0289959376942294,0.0045889802259434,0.9943343177566596,0.9823540353125044,1.0,-0.0532364094581636,0.2705302759972451,0.2209336849056241,0.2535542571219678,0.2435737124426368,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9921939074497952,0.0238590734161526,0.0035125390267146,0.9960910836945076,0.9840062447053296,0.0,-0.1372349397731795,0.2930545055763453,0.2410077458581961,0.194892544244686,0.17825273338215,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9875701529635044,0.0301586420487932,0.0047524541322337,0.9937674302179818,0.9816784235558408,3.0,-0.0953646129583876,0.2858065251052939,0.2344373483288928,0.2241064447413454,0.2135183964280206,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.98843524416779,0.0288940745561387,0.0044137695152477,0.9942028027578712,0.982618627487176,3.0,-0.0733481264073183,0.2901253853803872,0.2368425427834549,0.2405288530234243,0.2153530687869891,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9884028428451204,0.0290516356461101,0.0047246355989851,0.9941863687939204,0.9818247756117928,2.0,-0.1016359532753585,0.2895867732078432,0.23496611672556,0.2355366468860361,0.2101622882306326,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9915720463954958,0.0249277675009258,0.0036777662900092,0.9957788220273628,0.9831918928936084,1.0,-0.094992073589925,0.2812333737643199,0.22823984002442,0.2557663460439286,0.239356274737371,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9893140028727708,0.0278675758890132,0.0043920388393257,0.9946450396528168,0.9829182792096484,4.0,-0.0390587404773243,0.2820746040687232,0.2286343163160412,0.2710174107712391,0.2551936417273188,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9893312995202552,0.0279000326502973,0.0043835262216367,0.9946555395901582,0.9824190732012236,0.0,0.0143935711494814,0.2726500756523222,0.2233883950079474,0.3153763240600022,0.2954432503959781,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9903423218371552,0.0265189888252363,0.0045905843044152,0.9951633145361328,0.982901600818647,1.0,-0.0490517636199918,0.2821145489657044,0.2266949632260805,0.2654923212266948,0.2539475587625633,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.989984824134764,0.0273735055483635,0.004691429418762,0.9949826176676853,0.9833294756548604,2.0,-0.0719230062973632,0.2690352877964035,0.2207445728199561,0.2652563497182169,0.2505921920539309,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.986420409523589,0.0316944060569192,0.0059679588114214,0.9931906286264556,0.981247102039622,0.0,-0.1454113068801239,0.2857449716965018,0.2340672685693749,0.2134089405087046,0.1860149901862917,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9885337450608664,0.0290457939631756,0.0052591547162711,0.9942548300495112,0.9823518289210532,3.0,-0.0857369692116389,0.2811842680910698,0.2291304192225189,0.2353454730833985,0.2325476115606108,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9893041539247348,0.0281107643501034,0.0048151912285613,0.9946402430715686,0.9826365106631462,4.0,-0.2244870759961836,0.2963944786421704,0.2427945474529986,0.1531967049972539,0.1663700686298879,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9883067176510468,0.0292071511865618,0.0046204671030417,0.9941379217521522,0.9816504201371732,0.0,-0.0428152914387609,0.2804651054516748,0.2272879480860193,0.2623499177864847,0.2538429092589248,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9889260607145972,0.0286068060509437,0.0044233094363781,0.994449320957285,0.981396911745551,1.0,-0.1026019192333917,0.2810575905196182,0.2273464184305857,0.2494162716544715,0.2507434214682204,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9902550948137032,0.0266632168164323,0.0038439052860297,0.9951172904661914,0.9825842357887044,2.0,-0.0689345036487802,0.2839382026999654,0.2297306689402789,0.245458795612327,0.2235795859096822,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9895937819284972,0.0276609616102368,0.0040396903296826,0.9947850344371338,0.982926829478214,3.0,-0.1745681343421492,0.2928570883616454,0.2369788949934722,0.2031708181043152,0.1846138455029424,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9893018321617314,0.0278399081973572,0.0041341642735223,0.9946382892730063,0.9825978077502991,4.0,-0.0607244402387481,0.2864423174441906,0.2353235485831566,0.247856392555593,0.230500009973944,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9905180532939932,0.0262889870423351,0.003951636989142,0.9952493421431988,0.9835910615379244,0.0,-0.0770492788893832,0.2855708050161596,0.2348805373990932,0.2466319214004747,0.2279207041409104,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9896761781382576,0.027463793776461,0.0044101578827485,0.994827128798222,0.9828420663356798,1.0,-0.1070225319973285,0.2881029593253165,0.2363120783701577,0.214151651024079,0.2047592550155223,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.990731274253874,0.0260860175988692,0.0040649390620908,0.995356601583473,0.98320534310656,2.0,-0.0907343874218737,0.2833139386033402,0.2305987860826427,0.2388347094794546,0.2321738510632338,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9888366852074538,0.0284717061445646,0.0046331648988911,0.994405006737848,0.9827322517644336,3.0,-0.0541309300525463,0.2845223255613566,0.2345718060792102,0.2621276093018907,0.2486438874264867,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9897687504198874,0.0270257294288203,0.0042390878213178,0.9948740795408956,0.9837232066002044,4.0,-0.0421657098868744,0.2917845364778761,0.2384675481393361,0.2468001203514931,0.2232195707153232,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9885600726184144,0.0288563955374267,0.0050199579058237,0.994267332031936,0.981735529412737,0.0,0.0126380941179397,0.2738927759146335,0.2240544151044105,0.314503263132466,0.2878356526063407,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9901448927989636,0.0268702179511289,0.0049823559580507,0.9950629866122512,0.9824518164046404,4.0,-0.1007665158603359,0.2855853092149528,0.2353857296286032,0.2300111088347024,0.2170281395627669,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9897830920303252,0.0274161255553509,0.0049861644650355,0.9948837720698618,0.9833828312324948,1.0,-0.0779407331212793,0.2804898915079928,0.2258103647819527,0.2483440361251476,0.2233387772530335,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9886198058942246,0.028740862561253,0.0048144386408648,0.9942955629757994,0.9815361498591396,2.0,-0.1068715014176224,0.2911248510226809,0.2348990800673775,0.2400879101801628,0.2271396952417722,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9893172038204,0.0279121224716637,0.0050868231179592,0.9946482720638408,0.9838169322445686,3.0,-0.0278143801805894,0.2784858868530689,0.2283954884153803,0.2885368214321629,0.2711132860513294,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.990053356385742,0.0270638015556579,0.0042475580284089,0.9950160727275328,0.9828674196912852,2.0,-0.0401823014638662,0.2750003752076179,0.2218947257972358,0.2848523095586979,0.2880524868345205,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9869621666924544,0.0310565826350766,0.0051365144658366,0.9934615958262718,0.9811454034471055,1.0,-0.0733968489607632,0.2766875417095597,0.2238619994440728,0.257855894242027,0.2363891278969841,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9890321500381448,0.0283740761596699,0.0044966894057428,0.9945026633942792,0.982527882054996,3.0,-0.1100626062464387,0.2857650332515035,0.2329457086919213,0.2362497407065651,0.2103401222833282,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9902331708914848,0.0270269565429846,0.0039780706161532,0.9951064447388824,0.982576997327239,0.0,-0.0332838279204965,0.26510570101987,0.2152201549121943,0.2958201791717204,0.2677550545236179,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.989586678806142,0.0277417758223178,0.0041551880844333,0.9947814357518616,0.9825877490800968,4.0,-0.12142463218871,0.283147985326427,0.2303024166326998,0.2395768639322546,0.2025936162180162,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9891025352062108,0.0281766454898466,0.0045960363375889,0.9945385243323488,0.9821903567615734,1.0,-0.1454602626321577,0.2946877040687209,0.2375705887125733,0.1945490967881363,0.1652307089802051,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9915145669559552,0.0250577665345734,0.003690518836651,0.995750299802808,0.9832374779499254,0.0,-0.156736999638023,0.2870124599553518,0.2348606554996174,0.2150460114037311,0.197286487228645,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9876902181744276,0.0299991026473619,0.0049335928577583,0.9938295029839428,0.9818613750625496,2.0,-0.0987730731986729,0.2867559659274108,0.2331584897930817,0.2171829123459027,0.2081165966188713,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9893302101653596,0.0278125826546104,0.004443087462685,0.9946541810751358,0.9826475260338003,4.0,-0.0617547479882598,0.286280097695897,0.229787764181109,0.2454351105968905,0.2271005817286816,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9910089140976344,0.0255889093436939,0.0039495727208495,0.9954965248078164,0.9835391931600166,3.0,-0.1088174747494514,0.2902132663895279,0.2392704774451721,0.1999872560864795,0.1760242714342129,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.987792343197789,0.0301235976338925,0.0054393577792587,0.9938820234158564,0.9810909545436404,1.0,-0.0828027454427819,0.2751811832468967,0.2221090077698383,0.2638226457891957,0.2565182840762309,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.98853252871556,0.0292688055394545,0.0058110639388392,0.9942562966885636,0.9812744396807648,2.0,-0.1049786942667925,0.2749991411013086,0.2218784475498511,0.2505777806720139,0.2465002804064706,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9902925652021396,0.0265644017258595,0.005440259964675,0.9951468108633644,0.9826112866968708,3.0,-0.0670427797437327,0.2854427029333571,0.2330479892926371,0.2561607639289858,0.2300048676048626,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9896100716608376,0.0274853085854352,0.005735883589361,0.9948066011876054,0.981572256143085,4.0,-0.0670361010101097,0.2847437839197296,0.2331093195372301,0.2663608165177336,0.2534113805416556,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9873443212741684,0.0304372916845428,0.0055281634247461,0.993657089544988,0.9806020964806174,0.0,-0.0563508120032019,0.2803511286973084,0.2265401360156286,0.2694658907890935,0.2482034118734277,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9917521074601886,0.0246030663399345,0.0035283835299809,0.9958691187404328,0.9829590233204724,4.0,-0.06741874552289,0.2804884124213974,0.2298614253648711,0.2464803876761116,0.2355452001150832,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9883039182462174,0.0292098868914089,0.0044806026971761,0.994136454652671,0.9816240110966312,1.0,-0.1198149368179426,0.290644085803543,0.2361411063030095,0.2050697168582372,0.1962798534208861,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9905411885985624,0.0263200388548636,0.0040912523318997,0.995260938263534,0.9838203767882135,0.0,-0.1232263613790274,0.2883585079341765,0.2386406970271826,0.1959600507795036,0.1699873044515292,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.988790120528916,0.0286999502174404,0.0042863029629075,0.9943809698440234,0.9816739947789388,3.0,-0.1219973031996608,0.2867903737434796,0.2352462143109887,0.1802640433433645,0.1687753631676326,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9897207584575352,0.0274841799103286,0.0040823849185467,0.9948486943922312,0.982617258781714,2.0,-0.1306960267863106,0.287937471282981,0.2342165062822344,0.1932174630360484,0.2003028437652708,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9878444201970212,0.0298883228619019,0.0047960970886338,0.9939058040157832,0.9820897778470464,4.0,-0.118024381006307,0.2861960965282782,0.2335602320353393,0.2073884959688538,0.2083900818258997,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.988783659575496,0.0286845723597966,0.004508354216666,0.994378084399607,0.9821255819392158,3.0,-0.1364379230819188,0.2895882745598936,0.2351945852617854,0.2142497240711179,0.2078544110102189,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9890903079124576,0.0282326434561098,0.0046423987591353,0.994533855164993,0.9835319570623138,2.0,-0.0414436743377313,0.2791844208597792,0.2282484806719643,0.2744212692481793,0.2552956495262444,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9878709512617408,0.02979289502638,0.0048190819301649,0.9939200203474364,0.9817206213873608,0.0,-0.1965228867969561,0.2984562468964975,0.238896155440632,0.1724365687095299,0.1400734648466641,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9893255833076448,0.0279237350199164,0.0044952697516233,0.9946510696618612,0.9828504854687748,1.0,-0.1358340340372608,0.2918007958391122,0.2425570144039361,0.2095162594831089,0.1790496313734303,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9871416970505204,0.0307723375733851,0.0059666186047664,0.9935552304106192,0.9809717422580504,2.0,-0.0018950882772426,0.2698207354732476,0.2216152141039328,0.2933356254201735,0.2796354979880632,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9891471095569342,0.0283869030708057,0.0048648504779677,0.9945619224779628,0.9817992102202592,0.0,-0.0867964135820444,0.2763526337135749,0.2257298592672399,0.2400533364005725,0.2218622019785965,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9891445193350492,0.0284178619810205,0.0048632690375692,0.9945599166461148,0.9819096367545148,4.0,-0.0549080186990094,0.2711083598092899,0.2201826349300954,0.2687925009843757,0.249311823745506,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9871879532452138,0.0306816367465053,0.005618484879631,0.9935780388264872,0.981168494497186,1.0,-0.0558959482233243,0.2780641000883074,0.2255993186501438,0.2464712278231521,0.2360717537013945,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9900093219473124,0.0271679443970511,0.0048316644496004,0.9949956653575812,0.9826405055803212,3.0,-0.0275315257012058,0.2715209467488753,0.2207830747405586,0.291887644068999,0.2606260308338602,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9889788891181828,0.0282971973489088,0.0041418885190291,0.994475714354508,0.9830692296415752,4.0,-0.0695445707191879,0.2861683149386311,0.2342097665702976,0.2483835252481386,0.217829803002178,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9888811970532072,0.0288031027022455,0.0044394512075608,0.9944268504501376,0.9827100890349602,0.0,-0.1562047369489161,0.2811024557914233,0.2293863041241608,0.1887488951830948,0.1678750281606937,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9908863078636688,0.0258690142586545,0.0037141686618739,0.9954345441726729,0.9834483739941156,3.0,-0.0428692039516602,0.2769238215263381,0.2276757299831456,0.2527923570857655,0.2480269401123869,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.989674579080538,0.0273403814186054,0.0041425925155078,0.9948255409977028,0.9831975642788066,2.0,-0.0783188191156614,0.2894276280446838,0.2326061462570944,0.237027951824404,0.2300410901028016,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.990514048380454,0.0262586018423114,0.0039574009847953,0.9952473828483532,0.9830467864501402,1.0,-0.1172998713090702,0.2923736424126423,0.2393756939379303,0.1997401592644531,0.1901905271174669,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9894146320084204,0.027908457906528,0.0043427061772112,0.9946956580033663,0.9830680630940344,2.0,-0.1118781461878895,0.284767479843467,0.2321081285750317,0.2192615070351002,0.1942567318966477,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9880236761771553,0.029545915576583,0.0046297049826076,0.9939957704216714,0.982784640339654,0.0,-0.0202518725085054,0.2778168689100322,0.2304002329596625,0.2808846223649812,0.261034719316262,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9900461034070612,0.0270328665892882,0.0042288431621441,0.9950131442526706,0.9842099769492304,1.0,-0.144515353541619,0.2888583947298737,0.2351006121098842,0.2250196172285685,0.1922297911435983,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9892422137250132,0.0280072928714055,0.0041570113372091,0.9946081904322384,0.982203134012446,3.0,-0.0561619236530313,0.2825313931420675,0.2331368038361259,0.2411816054975714,0.2200236655177777,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9881699823695144,0.0293664913953705,0.0048536968248081,0.9940695924459726,0.9824637424036524,4.0,-0.0795500849983801,0.2857578931014025,0.2308530626059188,0.2392611707913496,0.2352324572221671,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9900167496060864,0.0269981526439143,0.0044830421422992,0.9949984268834562,0.9816192262277325,3.0,-0.1995614091585587,0.2999322952216612,0.2467884201028615,0.1400222089109855,0.1378281263543402,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9892547649618612,0.0278185175657312,0.0051220970484234,0.9946178677116522,0.9819189026872772,4.0,-0.1004067102478187,0.2948416545390008,0.2422228149048355,0.2106043535905261,0.1855932341412397,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9890950340371738,0.0283668004897423,0.0051835482150138,0.9945363363622964,0.9828752239524456,1.0,-0.1173266725039081,0.2837176559352271,0.2337341706717715,0.2192245846709777,0.2201560375470137,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9886250827326304,0.0289123762103282,0.0052164976061793,0.9943006618837604,0.9816550191324376,2.0,-0.0784035638713289,0.2811767123443313,0.230166720382088,0.2416818281068492,0.234029217717349,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9909345657213544,0.0258125303553525,0.0044150070706677,0.9954596405257872,0.9834400977532014,0.0,-0.1136628692185908,0.2856650597226314,0.2315478440799067,0.2089147844523916,0.197166350600669,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9888821477691768,0.0288681493199746,0.0046439521281408,0.9944274794702436,0.9819523200238524,0.0,-0.1005195131991518,0.2722555114760599,0.2225827694023052,0.2420298300495386,0.2354211239967567,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9927756137382092,0.0228831898612134,0.0032506116429469,0.9963829655351704,0.9841397191874696,4.0,-0.1519815863835156,0.2981924989305633,0.2444667698667787,0.1795511641665161,0.176199554105211,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9912678722464238,0.0253717217618377,0.0037389420823096,0.9956262025830064,0.9837777242962628,2.0,-0.162592629578572,0.2900445683845772,0.2352282652216951,0.1736704325687962,0.177648759529257,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9901705829016082,0.0269043893848062,0.0039559913999426,0.9950746859351388,0.9827110400258016,1.0,-0.1129022953971412,0.284342093190805,0.2309883137029188,0.2273711386348279,0.2015537552956278,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9893275010299672,0.0279936033004527,0.0041771640922187,0.9946509158702356,0.9825822581136604,3.0,-0.1586307964554028,0.291946676953383,0.2405360950314251,0.1709855988507901,0.1563222848638758,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9887979683470502,0.0286034989463112,0.0045464272935653,0.994386097054785,0.9823999366590211,3.0,-0.0940316770785787,0.2866714412488947,0.2335088048604748,0.2106364664850639,0.2101361634780179,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.98758880401074,0.0303665638964244,0.0048433638001229,0.9937770239265112,0.9818849615913436,2.0,-0.1668745754484375,0.2857057208305987,0.2338986074794893,0.1784178880055249,0.1695527553082034,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9905852154220522,0.0263707927039947,0.0039918658927049,0.995283683037556,0.9827463657074532,1.0,-0.1708513136938203,0.2899661294750164,0.2377172687908877,0.1794734378012924,0.1676077136128146,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9889595390380752,0.0285184603171161,0.0043923448366762,0.9944664122987896,0.98161179985773,4.0,-0.0843315392808079,0.2804712310049237,0.2288103652469184,0.25770379548729,0.2432954525100702,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9878427092825048,0.029765938512906,0.0047164805446521,0.9939051029878212,0.981572644278707,0.0,-0.130742368543457,0.2921354340055836,0.234635745421614,0.1978389835945866,0.1738119731348615,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.990971375474496,0.0257256653344539,0.0050302618047285,0.9954827977075088,0.9824225126887854,0.0,-0.1253903539985781,0.2881162711687708,0.2334503240635632,0.2187025432494939,0.2017585271905561,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9900898474562678,0.0266363264401126,0.0050535285406805,0.99504197922589,0.9831440947417952,3.0,-0.0436004993911958,0.2901565108071386,0.2411319961732306,0.2467159443741807,0.2135647235584707,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9888571869128682,0.0285592587460236,0.0050959833403253,0.9944165987821212,0.9823159103537046,2.0,-0.0956821026592436,0.2856645563367159,0.2332663481322396,0.2217567222308685,0.205583931389918,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9899289065667828,0.0273361255706682,0.0050327687678977,0.9949567070936288,0.9814489548024644,1.0,-0.1291111838597891,0.2819677545393758,0.2269119281819104,0.2312768058054742,0.2118197512956734,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9886277333961891,0.0290139647622967,0.0053958599001726,0.9943026935123588,0.9819354730758648,4.0,-0.051732682463462,0.273579795656068,0.2264530737884819,0.2690661664556741,0.2307951135669697,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4273388704963682,0.2037209950101001,0.152516406903041,0.6537136337237698,0.6204962421880335,2.0,-0.1033133607578373,0.29213028198043,0.2357805764598919,0.2497913662140778,0.2364139722763792,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4242464908184048,0.2051968518543575,0.1540278676944984,0.6513437420866725,0.615685500758987,3.0,-0.1988126599377491,0.2993385343643722,0.2412180734909785,0.1733889649806528,0.1725319776698548,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.435594755428954,0.20305993887952,0.1513023405616965,0.6599978839093439,0.6301563575020065,4.0,-0.1674585216365951,0.2959974551988021,0.2383265198999182,0.214368881466542,0.2023096858985077,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4225987608361971,0.2051919656723942,0.1535713787994004,0.6500779259420646,0.6166302579273434,1.0,-0.133225972305957,0.292556233830346,0.2400085035559561,0.2341005876580797,0.2279064361041266,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.436659636829028,0.2027847133099418,0.1508844553769266,0.660804174208542,0.6294869403380714,0.0,-0.1880527086550141,0.2989920967937318,0.243547356280753,0.1772683550415563,0.1637857207559718,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4157196043128749,0.2072094576611929,0.1555529426179168,0.6447659953605281,0.6146229007994516,3.0,-0.0806856360709951,0.2815035151191952,0.2287502055148334,0.2587204888723001,0.2359321346251454,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4296251449923762,0.2045962196679887,0.1521102692120545,0.6554615567080149,0.6264647467914576,2.0,-0.1239863378779737,0.2877567441170183,0.2315400381962223,0.2159423482897004,0.20543318527,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4431825868365247,0.2034120053990151,0.1515656562858174,0.6657225469194736,0.6329016074041286,0.0,-0.2024015148158733,0.2901336887510031,0.2339898654767562,0.1764557635006796,0.1446361305949204,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.42212846318102,0.2055165407814557,0.1535785566071861,0.6497167651934177,0.6196442475725558,4.0,-0.0973826834436988,0.2863889237668293,0.238276688448151,0.2217225167763402,0.1716393014649229,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4233450471503558,0.206439502041062,0.1547456016820322,0.6506523212974307,0.6184185293051304,1.0,-0.156519144785983,0.287211690063077,0.2337496639194581,0.2215919725455022,0.2127512271499634,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4354755567657681,0.2041796942886299,0.1520291366948157,0.6599158775718501,0.631333526440139,2.0,-0.1754295505541778,0.290607257070879,0.2378081787396651,0.1958724420218164,0.1826684721692536,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4254123847583556,0.2067505973182752,0.1550573180337903,0.6522431044651136,0.6227555798379251,1.0,-0.1896153672210967,0.2870916405409385,0.2324044067048661,0.1991252127528454,0.2017403804456077,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4263998042377909,0.2050379858972157,0.1530136322011175,0.6529974122731441,0.6213063116528227,0.0,-0.1398219545358368,0.2904803013947333,0.2348037042588833,0.2182283187424329,0.2218146657112953,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4281547583912372,0.2053515217921842,0.1533435910967179,0.6543452719073715,0.6228663504612615,4.0,-0.1257688668186043,0.2852950039701676,0.232143601469524,0.2095091050111768,0.1947874822983311,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4355110511940486,0.2040610320637871,0.1529619251488495,0.6599398819052439,0.6268769916786944,3.0,-0.1614819022062508,0.2895843633555758,0.2346993378330679,0.1988609552516399,0.1961804734926747,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4277428421543245,0.2052122714542856,0.1537148987798508,0.6540224279174129,0.6220223495994576,4.0,-0.1349671321112882,0.2876688786183089,0.2321801924716938,0.2263871272122306,0.2211955781347327,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4333181577869537,0.2042875631497387,0.1522700451094483,0.6582712521518592,0.627467342283845,2.0,-0.1694564403609504,0.2915215533577949,0.237636618509012,0.2211957935999823,0.1981723742590121,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4176023049454167,0.2066314268447525,0.1552690708049502,0.6462233192601856,0.6132217384313132,1.0,-0.1261976591446159,0.2885161894505071,0.233354667577216,0.225017604579371,0.2158273617595674,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4240055594681222,0.2067225484010476,0.1548106142506866,0.6511590766936837,0.6225559149724921,3.0,-0.1516815661662154,0.2845321021567533,0.2300526572535257,0.2214255928873897,0.2050744327875441,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4432398152790252,0.2035404356304313,0.1511485999988416,0.6657645276480771,0.6381835439055368,0.0,-0.2625607493377935,0.2961337687954884,0.2387376808140265,0.1623998703516965,0.1340183964685931,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4273851974389797,0.2056137513930043,0.1529532003547271,0.6537496054782607,0.6246057257041823,2.0,-0.1380823814335094,0.2860834271259702,0.2320854865864414,0.2291932641973983,0.2039398623538471,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4327816301203766,0.2046533685708016,0.1526465499357902,0.6578649439184273,0.6237342905257649,3.0,-0.1775626465787338,0.2906203802047643,0.2350466113569943,0.1955423025143652,0.193199432815055,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4323830488209198,0.2041194542794545,0.1525532099608436,0.657560910244843,0.6251913453231608,0.0,-0.1382586226463678,0.289308450289698,0.2387555276840696,0.2016758778100477,0.1987252605017507,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4283784739800857,0.2035654109615494,0.152226574434089,0.6545089982586123,0.624234341737055,4.0,-0.1245138457646579,0.2943833672211073,0.24188276174009,0.214134900100312,0.1825276503417869,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4277127857746693,0.2046744072144433,0.153275649076139,0.6540007858781633,0.624661909394037,1.0,-0.1422831036727481,0.291559097784463,0.236492862591277,0.2144426960105904,0.1898878873061389,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4257911962786378,0.205486430634445,0.1536728765144167,0.6525433133666898,0.6194686347939782,3.0,-0.123378935850557,0.2864367374679181,0.2326438073787238,0.2382961975997312,0.2270094091648411,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4368891533051449,0.2042115816987513,0.1519524310058863,0.6609828803078761,0.631883960034332,1.0,-0.1536017811574037,0.2862494180050801,0.2338701180683072,0.2117157402943192,0.1871183144976966,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4168959505705504,0.2047014373082882,0.1536588880960664,0.6456808148715084,0.6137316970229926,0.0,-0.0944542895471236,0.2952159259246754,0.2426825632787574,0.2378769698841429,0.2091578359563563,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4219422226094151,0.206546565965046,0.1549698085371534,0.6495814130051006,0.6218554043394364,4.0,-0.1164534819874349,0.2835638396078095,0.2287390869497643,0.2468586141362578,0.2152812325907957,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4339699494992797,0.2060642721976751,0.1540053034819109,0.6587693628755927,0.626559001360691,2.0,-0.2336195421858884,0.2877768437195953,0.2345754729581001,0.1723238266311511,0.1650374809345774,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4242434086729981,0.2057856572647573,0.1543808473890335,0.6513417828375774,0.6197728480150306,0.0,-0.1095144163154537,0.284708871901132,0.2306761911328491,0.2329099055933571,0.2264929870675363,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4314627006573308,0.2057477916668018,0.1541673796733526,0.6568602539653098,0.629506397929235,4.0,-0.2264205976782924,0.2910298731956445,0.2370996775079871,0.169789814262086,0.1640100793415298,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4217382569953278,0.2058589119898343,0.1540425799911082,0.6494159238261444,0.6199792097694308,1.0,-0.0970683326369099,0.2851336938526556,0.231293114248444,0.2519570559393312,0.2201575639860993,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4382685616434087,0.2040024507017879,0.1514435777876449,0.6620205471404199,0.6337074863878569,3.0,-0.1746660127241273,0.2886137207766953,0.2358824765091509,0.198859308766364,0.1735007765554886,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4400341966667586,0.202540192427223,0.1502015288337869,0.6633530099063987,0.6332461996843559,2.0,-0.1879473178663189,0.2969563169930213,0.2394971025420729,0.1959443480171447,0.1930029709109382,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.422982066021924,0.2055363669472444,0.1530311940646311,0.6503744006439254,0.6193637089014753,4.0,-0.1001473452491219,0.2860315785560985,0.2327966600431658,0.2490642101529312,0.2291718351872118,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4268911662354692,0.2053105698504195,0.1540087881715535,0.6533713899356113,0.6215353486059892,0.0,-0.1680565425714659,0.2921096722050063,0.2371268806703712,0.1949978080559164,0.191344327736127,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4306741360472577,0.2047313440951403,0.1519214505448485,0.6562614017934447,0.6271804714901648,2.0,-0.1239445562432719,0.2859852431513311,0.2323798985053282,0.2131678229099859,0.1974531955538821,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4315910991295888,0.2039636555799309,0.1523794424970563,0.6569583807223542,0.6262762847714525,3.0,-0.1167714084251916,0.2883427964897248,0.2349739993697084,0.2250253644831275,0.196579690462563,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4346277561108965,0.2034335137705547,0.1510235482312831,0.6592654741885159,0.6299197860855082,1.0,-0.1510287222072697,0.2924329180731236,0.2396069012487026,0.2045753815469891,0.1806672462032966,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4281662304448985,0.2054124247707316,0.154609356741528,0.6543559997634102,0.621063624014698,1.0,-0.1307466647068729,0.2854973107463204,0.2346899439565971,0.2332106062549561,0.2230270286201859,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4177095506257755,0.2058725245384838,0.1553812942044236,0.6463160149940019,0.6139110403096271,4.0,-0.0936995001731124,0.2885402559712391,0.2317590656396373,0.2402434837070056,0.2399289486467115,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4263738780330788,0.2044088264372923,0.1526211669347069,0.6529861368628288,0.6237095621141392,3.0,-0.1321126433734747,0.2919093136605304,0.2383242925795752,0.2180097864991065,0.1961622772264322,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4213838568923317,0.2065586153025885,0.1543333161849539,0.6491500905796123,0.6175532509665119,0.0,-0.1010184791022057,0.2819675877437634,0.2313051691797116,0.2566404307288789,0.2384325063493487,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4307550206230942,0.2044681591773836,0.1520964005109902,0.656332886197516,0.6247875052971619,2.0,-0.119569769093405,0.2868428515875749,0.2334662590313064,0.223552085342584,0.2145161394830372,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.435832842301759,0.2037687460318484,0.151619350208283,0.6601787468191174,0.6296130242916423,1.0,-0.2052746925002666,0.2963308080543042,0.2405267713261801,0.1680070265097598,0.1542433685075546,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4209819076926041,0.2055492304248196,0.1543753410778292,0.6488336038592146,0.6146985436863684,3.0,-0.1791984613517654,0.2981723730912454,0.2405244871848227,0.1916472775427745,0.2066321392787953,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.446446674851471,0.2032049363999549,0.1507601448232236,0.668169347993069,0.6374430420376092,2.0,-0.377908257796884,0.3073031313686229,0.2494265084163002,0.092387985349662,0.098344374992824,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4325865731310425,0.2024737645532772,0.1510622968933631,0.657715982275704,0.6274473166987983,4.0,-0.1555452874743834,0.3004771554995775,0.245953411726886,0.1941698653844879,0.1810223653295723,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4321707135021041,0.2048288167121941,0.1536405895387171,0.657399476939174,0.6293471786512734,0.0,-0.1681323129190288,0.2889514911216483,0.2355900927391046,0.1863228512087957,0.1877541223216278,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4255812882791003,0.2039909635988036,0.1527348219204506,0.6523691943756689,0.6217994885889563,3.0,-0.1199715768694016,0.2943528434579191,0.2398655296789715,0.2352984287269076,0.1956087670392274,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4192756755943825,0.2073186084174289,0.1555156044443103,0.6475178826810293,0.618018540983998,2.0,-0.091797347290838,0.278824059957531,0.2281799806801178,0.2458038382986569,0.2173200860863258,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4370839827854588,0.2030612092836348,0.1510555091341532,0.6611265384078385,0.6298311276504175,4.0,-0.1238117110251053,0.2889039999293298,0.2376706472261215,0.2133577400259595,0.2065842747306831,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4301761412240638,0.2041409126411963,0.151080248481771,0.6558813719726675,0.627915971046598,0.0,-0.177176570654858,0.2964453805423264,0.2462528138568201,0.1691354172621509,0.1387297026217991,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4339225604807212,0.2044650929426323,0.1520942954603655,0.6587307487909112,0.6291790184504409,1.0,-0.1806388889104477,0.2912404579278464,0.2362500759021705,0.2031524921798559,0.1842597040963524,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4234712476658145,0.205801446182347,0.1542380004899733,0.6507618214785501,0.6204789461152712,0.0,-0.0783965343732766,0.2808858940128079,0.2305891242672872,0.2609862822541824,0.2449717879036836,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4268137588934786,0.2057615037341334,0.1540124675207118,0.6533222340393002,0.6236752274567685,4.0,-0.1492360468241049,0.2872818395541495,0.2307782870835965,0.2421857964687446,0.2390251608143004,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4138400468454197,0.2062287166067991,0.1549098128442092,0.6433121104419013,0.6137185704223629,3.0,-0.0706822766710706,0.2872107791096339,0.2382522247975592,0.2346310012777659,0.220837117232245,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4339384540451677,0.2041723686634301,0.152791731247593,0.6587527464567053,0.6270939667052482,2.0,-0.2512582391767175,0.3015303952653544,0.2428863638586095,0.1270149694550843,0.1387989389872469,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4307167927877282,0.2053924978398127,0.1540165315067474,0.6563007140497835,0.6263669006333534,1.0,-0.2421416462125087,0.2965105241771899,0.2408171350518455,0.1545003511776855,0.1419052565663877,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4200082712462775,0.2063080498258086,0.1537877527795745,0.6480831594730064,0.6153570259445611,3.0,-0.1348421006897007,0.2891486159342831,0.2346384214493089,0.2107717185061103,0.1996277932719373,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4297745376420202,0.2034575679637102,0.1520750868706201,0.6555748338121076,0.6263874649804747,4.0,-0.1138734461968393,0.292663428328782,0.2370383536282098,0.2184613191845175,0.2111084746064232,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.428837345354108,0.2039942884170476,0.1526220838275402,0.6548595402797664,0.6258952876540419,0.0,-0.1791402729355469,0.2989519408319128,0.243062973884899,0.1740515135390236,0.1634425437161041,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4354255899257632,0.2045908491095715,0.1519949116703212,0.6598702301519981,0.6299018133186285,1.0,-0.2701057708040848,0.2996567943289916,0.2460109637525227,0.1451834230177372,0.1268356492453484,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4282408797543434,0.2042748624015246,0.1523283764145493,0.6544040387160361,0.6246317705342443,2.0,-0.1255429527599505,0.2912091483170029,0.2396852326621789,0.1850068470091034,0.1713627641285361,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4282846792163947,0.2040480415277875,0.1530149026558433,0.6544376772512253,0.6245870600885413,3.0,-0.1941219137117646,0.3009192286707746,0.2422508443082156,0.1713381949744569,0.1722535887158202,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4345980636024841,0.2043089571739723,0.1527986497779179,0.6592433615442428,0.6267073578365804,1.0,-0.1773251339360599,0.2910656156453519,0.2377574313443411,0.1947256246853839,0.174789451729481,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4343905499878624,0.2045600657938126,0.1525568172205013,0.6590856827098598,0.6279108109205992,0.0,-0.1590915269770243,0.2874866003043944,0.2369442857313625,0.2051772048580971,0.1790837890858121,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4392448932631894,0.2028309335803865,0.1514207277432469,0.6627588209671945,0.6322155797593138,2.0,-0.2382580160198399,0.3022591395738678,0.2421149516589654,0.1545901783590306,0.1482254908282426,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4385675107064395,0.2014845694366415,0.1500065927428714,0.6622478093379226,0.6312550926273564,4.0,-0.2133202765678663,0.3067763617545826,0.2491754183596204,0.1547723444045878,0.1457219780201148,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4343062371107744,0.2040841873220343,0.1533890680781262,0.6590293987661606,0.6262989625863629,4.0,-0.1397621340665567,0.2878793422823875,0.2314832383533344,0.2271964108974803,0.2208031736472435,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4378102190639972,0.2026191649875915,0.1505248382247391,0.6616828268792372,0.6301149533382752,3.0,-0.1663654714747788,0.2956023076191217,0.2432596944992804,0.1894742641039045,0.1801695924250849,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4226976153381331,0.2072533370607122,0.1556257338283707,0.6501650033734776,0.6178547402694491,2.0,-0.1242395031356162,0.2791260707131679,0.2267370035707036,0.2575728373301762,0.2421796548693173,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4359527126440986,0.2029563677936404,0.1504168705304168,0.6602775604817023,0.6280573923312622,1.0,-0.19607792598889,0.2990240400708796,0.242850138783512,0.1921073474801779,0.1861766973202293,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4207647205671796,0.205608284061858,0.1541375681817916,0.6486790857365976,0.6177873557623906,0.0,-0.1042278950958657,0.2883957582549825,0.2347636486624207,0.2472345712253643,0.2415158756582077,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4176301113135253,0.207787375352528,0.1549813064883029,0.6462454727300059,0.6177124380830021,2.0,-0.1553769313987509,0.2858082344713592,0.2354039620998722,0.2185184967954428,0.1964179222413145,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.433291575755713,0.2048860147508952,0.1527816698071093,0.6582514811128777,0.6269932317342307,0.0,-0.1632747660442666,0.2862855001706478,0.2328717217762071,0.2158937916618224,0.2003951500445162,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4317690956456051,0.2048748535461232,0.1524139915021791,0.657093536317481,0.621509563916303,1.0,-0.2102688028952226,0.2947649870098088,0.240425493941759,0.1855543579897928,0.1939730419516101,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4289977746414362,0.2048664718413027,0.1537093164529817,0.6549821669031388,0.6251824260971239,3.0,-0.1367379977874792,0.2885565423746354,0.2338011727948932,0.2099649932338723,0.1987593677942712,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4305469322419836,0.202356540013125,0.1507778725513531,0.6561636394480947,0.6247635596632354,4.0,-0.1448979445780669,0.3016485293077007,0.2455755031798654,0.1958935337653409,0.186624434329211,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4253261627779077,0.2059807404053193,0.1549421966806082,0.6521732753762652,0.6233243817094907,1.0,-0.1766069142373534,0.2909560821726955,0.2369751718427862,0.1734065301311452,0.1508011168545616,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4334272835312288,0.2034191024332045,0.1520927505432358,0.6583545313822943,0.6260122339120754,2.0,-0.1776596499643004,0.2974219172161236,0.2405331206562764,0.1998641771834094,0.1945049711048811,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4262226437088293,0.206258465316025,0.1544897965199535,0.6528604458232382,0.6220334074686051,0.0,-0.1410514250840997,0.2839994731572026,0.2344487680753936,0.2094911952818315,0.2081118721647518,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4420815211431768,0.2021188221084747,0.1497193549646386,0.6648949253390217,0.631423237815555,3.0,-0.188999495788249,0.2970378888371794,0.2438061373024855,0.2011015607042894,0.1831089117132985,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4257999143430228,0.2063066955054206,0.1536323968771602,0.6525364364892683,0.6199593544460165,4.0,-0.1339536286778202,0.2832718096958204,0.2313280787519024,0.2214093880786689,0.2064327127964829,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4299909063062552,0.2043597440080474,0.1522638177976623,0.6557446600089638,0.6247599717650613,4.0,-0.1331394941568942,0.289925691719256,0.2380920805848772,0.2102555113856606,0.1996100583047054,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.434334861036598,0.2025439469717667,0.151205763268189,0.6590502393594557,0.6290557884485292,2.0,-0.1954632483538061,0.30312197125922,0.2474783781851115,0.1822602909652304,0.1837480622416677,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4340184888097758,0.2032081902405186,0.1520866131087297,0.6588200460519174,0.6253618487488782,1.0,-0.1788309422997798,0.2981947312386795,0.2430970939426013,0.1816330428533591,0.174452279285268,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4269661496969981,0.2061658448140348,0.1537967672661474,0.6534357918854632,0.6239267615741461,0.0,-0.1680568059616756,0.2870712582274927,0.235421436054351,0.1930679357733776,0.1646392895136181,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4239506986818883,0.2053682026315497,0.1543865224781629,0.6511284071277899,0.6184226164692965,3.0,-0.1106069399107252,0.2874590850350531,0.2363211678147621,0.2402094849131855,0.2218914596049681,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8712641454730932,0.0941603067038316,0.0795334724928466,0.9790772606064247,0.961922201952934,2.0,0.1063752058161954,0.2759750991622202,0.2367459060700326,0.3373018338400479,0.2998157502236954,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8752532161815213,0.0957490971400111,0.0802014827726444,0.9739791176539878,0.958272074717352,3.0,-0.0030275591940551,0.2705352018858599,0.2330926842313865,0.1963769769028103,0.1804573273572482,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8761956804545452,0.0975470159100634,0.0818477946876303,0.976528242680264,0.9643684328433882,4.0,-0.0035059879922403,0.246045257547918,0.2145725976488716,0.2198434459512756,0.2088595164951339,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8723160036395307,0.0952449543094356,0.0800483693802177,0.9762896139971422,0.9569311144851292,1.0,0.0603079559049185,0.2714391141636941,0.2330747960882546,0.2468438313400224,0.2101801405370274,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8753007204105598,0.0977835844556947,0.0819719109846564,0.975450265601758,0.9613988495757516,0.0,0.0495345819938026,0.2477787004098986,0.2160319923461621,0.2316978461185082,0.2246545767041667,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8671747516855209,0.0946456318180755,0.079391454150448,0.9762466081923776,0.9583927572521044,0.0,0.0584040752391206,0.2867110674360668,0.245412563017642,0.2674211975641626,0.2583755343684645,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.870819902178722,0.09665431044057,0.0811325238417177,0.9742081414832572,0.9596050885321008,4.0,0.1083087433060644,0.26225107338581,0.2247344947792927,0.3298257969853041,0.3208244591161021,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8711291247808243,0.0986220013056827,0.0829997459684227,0.976510615099492,0.9651446266927656,1.0,0.0077835080068069,0.2518041201445061,0.2201501894238358,0.2907177306471227,0.2793880789071973,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8741508860308256,0.09799733522476,0.0821985472201298,0.9756848360952306,0.9616753594448106,2.0,0.0611135792870224,0.2478411177382023,0.2162242016898519,0.2601984537238242,0.2456013029103796,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8706856448690057,0.0993210616512,0.0837096712034357,0.975927101014866,0.9633969984675832,3.0,0.0824760465945214,0.243385946555907,0.2114987538638261,0.2998358135139655,0.3043475589435372,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8687837000437448,0.0943397899909263,0.0789937448247114,0.9761526559390798,0.9566099480831504,0.0,0.0393234418896863,0.2839643533324305,0.2475571662934527,0.1984924052291559,0.1742665393527097,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8678236186401077,0.0930410110789217,0.0783319197552672,0.9769792924641332,0.9562085960753812,1.0,0.0157772310136933,0.2936189421376852,0.2527760434995831,0.156254612235674,0.1568869243913236,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8676409302531869,0.1006616813517191,0.08548462370356,0.97713484338655,0.967841143017564,2.0,-0.0616895112406223,0.2390347912444716,0.2085324935410805,0.2742810579824102,0.2595750497980118,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8666970006365037,0.0967660654766659,0.0817227558121251,0.9772604063079272,0.9612145962243562,4.0,0.1504405202628346,0.2624203921197635,0.2230973545101802,0.3955818403507745,0.3787947013764525,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8738828568663435,0.0949145281514004,0.0795109004621005,0.975969652645859,0.9592758435524044,3.0,0.028637859432257,0.2795201247231945,0.2429977419835273,0.2557485204916176,0.1857941763483002,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8674612969719928,0.0995784475103312,0.0838224097702898,0.975570780741124,0.9648655842118768,0.0,0.0945021461810389,0.242410422598105,0.2102145968156136,0.3653213082815452,0.3673675556522359,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8706031586110266,0.0976540277486304,0.0824087743426134,0.9753988717499508,0.9634480799202526,4.0,0.0849678406503534,0.2558139703449394,0.2207691352760009,0.332061505606759,0.3206765276872801,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8743926793842711,0.0977095678679674,0.081362235868114,0.9732013127696068,0.9575333217220748,3.0,-0.0186904428969665,0.2595881805040089,0.2264355253436022,0.1306494964669911,0.1339889136615052,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8646547852580695,0.0931289977516377,0.0779664127637306,0.9751466249831832,0.954809746187538,2.0,-0.0061186142391305,0.2996080164204772,0.2572063881183541,0.1444715772777398,0.1461490155501968,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8695417272705679,0.0931352473368933,0.0778877748074845,0.9746409965719732,0.956218199209587,1.0,0.0173260432511287,0.294249973737932,0.2548264405062205,0.1775346786891742,0.1323228805414797,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8756959043032088,0.0975947007543611,0.0815929079015106,0.974082921454062,0.9599210520854948,1.0,-0.0428442039030942,0.2571203739196736,0.2244230914610824,0.1300629599404876,0.1296928905216434,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8723334421160336,0.0962837911450706,0.0809911736323159,0.976920976467581,0.96392381595522,0.0,0.1218537274211317,0.258888247313344,0.222783616244357,0.3661813092867876,0.3169941706767293,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8661423517139838,0.1012716080954879,0.0857722580272073,0.9765763422233816,0.967184152590642,3.0,-0.0552311624120434,0.238729857045124,0.2095293989348825,0.2646438227618386,0.2523835945223594,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8702293019479517,0.0998554025547667,0.0842141676946035,0.9774494649459224,0.9673347748985563,2.0,-0.0866241400553053,0.2406325170401012,0.2121804802361816,0.3017549196728887,0.2986061164490889,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8708471666309163,0.0985193471266476,0.083280853699519,0.9770473194152012,0.9664076754983888,4.0,0.0494849180920667,0.2366419282980357,0.2027212870939812,0.328682692660882,0.3397757075648553,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.87106738261968,0.0996474451303148,0.0844186290848114,0.9785471003688988,0.969575370011302,0.0,-0.140697997263494,0.2403280512613247,0.211794409617282,0.2626175678560708,0.2661267798342711,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8707749726879865,0.096323311743493,0.0805949930962616,0.973142991526269,0.9581352659222676,1.0,0.0907595771816131,0.2673183778909173,0.2293906013106623,0.3016615544320186,0.2836192278241045,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8730995149597994,0.0963274346840284,0.0799941290864985,0.9718649594418236,0.953549228651608,2.0,0.0328712953864654,0.2657751923559088,0.2294157619396054,0.2098084415332796,0.2087408060599958,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.872449182441025,0.0962216118220712,0.0801955580265409,0.9715223573152908,0.9547133198949233,3.0,0.0099337157490291,0.2722048568006129,0.2335574292790402,0.1554891604739579,0.1426670480421359,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8676914887922806,0.0957460259908531,0.0801933148552847,0.9748994971144618,0.9568696560873324,4.0,0.0972259769942495,0.2748212362303907,0.2369539638817603,0.3164180296066217,0.3068143140037374,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8677440474014185,0.0976906347180723,0.0810159500804454,0.9682530146778752,0.9529740939402708,3.0,0.0197248294137969,0.2746432462480506,0.2352182410423452,0.2061578851178408,0.2103663431944238,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8684676734956727,0.0984783843382517,0.081367328802404,0.9695692107826672,0.9538013832399296,0.0,0.053940566136453,0.2619636212179665,0.2257514508928571,0.2366979694379546,0.228889635027753,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8687717800916246,0.0999699528246341,0.0834326419157252,0.9710049245583032,0.9594683341564628,1.0,0.0148667693938849,0.2460361245902272,0.2124386952082088,0.2796784361135891,0.2736901241736831,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8656972348477664,0.0966825263355964,0.0804564079922602,0.97309440809508,0.9571404006384072,2.0,0.1008472919574947,0.2745615942703067,0.2374233599981122,0.3313132309967759,0.2999884092848808,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8656880167894652,0.1013703954621463,0.0846696170372857,0.9715594867695444,0.9613550012024338,4.0,0.0254814277131532,0.2361659326984392,0.2059591102484471,0.3249773605514352,0.3305081020187245,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8724265718155939,0.0986169046479074,0.0823071269484343,0.9718246222099484,0.9590912664588572,1.0,-0.0109280074415338,0.247799165948084,0.2134275485119047,0.2400627862035777,0.2218643993123837,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8681271878159538,0.1001129865450389,0.0827675068311496,0.9683166243471324,0.9524858748182808,0.0,0.0326351343146137,0.2536672397566494,0.2177029473304473,0.2134098980121997,0.199988136289249,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8733314113369888,0.0948968915956656,0.0787677655100834,0.9707284379016502,0.953242839512137,3.0,0.0133910835570822,0.2755253333304815,0.2380334991324465,0.1541424738097885,0.1509868546570758,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8669098661168069,0.1008219196795174,0.0839979142200031,0.9709539419843288,0.958342267985116,2.0,0.0960648201337239,0.2419662721958898,0.208991736392999,0.3134474708512172,0.3060319916648806,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8713763823842964,0.0988690375100614,0.0824266203411755,0.9713013147792752,0.9589135681056152,4.0,0.027694950138576,0.2504909296991667,0.2172625152499016,0.2563663064020918,0.2429173597031677,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8696804291980443,0.100131409145921,0.0835719710533814,0.9733422587985578,0.9624533110907336,3.0,-0.0341114560553079,0.2441785570682333,0.2120809337016574,0.2609531944984921,0.2474797855264523,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8682217666063036,0.09889214709068,0.0816525026141999,0.9696291591459189,0.9555522104675624,4.0,0.0420198727136997,0.2597320969873347,0.2251355816066884,0.2349357524943087,0.2208057127494555,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8653545877287877,0.1008639942598061,0.0841251890993902,0.9700983793401232,0.9595044675453508,2.0,0.0126531619678913,0.2440911474960915,0.2101481514716439,0.2708356476165112,0.3000672239042493,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8726732671766827,0.0986934980740166,0.0817639751810948,0.9714944232574718,0.9568909012026936,0.0,0.055280042882885,0.2487731427351396,0.2154733337638853,0.2412945488795874,0.2375322181869975,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8673712062410237,0.0976478005383851,0.0814411789846517,0.9720448420253928,0.9581285009626944,1.0,0.0960222280930338,0.2667894391973296,0.227974172029172,0.3235190451592663,0.2969666050211332,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8744574993744956,0.0980554269368957,0.0829016245592392,0.9775271722221724,0.9617522411569004,0.0,0.0655119094758642,0.2467681638683579,0.2146293436834094,0.2589378086830681,0.2443944966678684,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8669675949422033,0.0974535617153929,0.0826982800131854,0.9789872314190464,0.9654649411865412,2.0,0.15506440677513,0.2603963035948416,0.2240905654484404,0.4231689166698045,0.4048827468551266,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8733486495802892,0.0982817531596072,0.0827133831115385,0.9769500601032584,0.9634814795836192,1.0,0.0306307761305919,0.2454785817402574,0.2131973578498206,0.2287086257241067,0.218871332494103,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8663210653706909,0.1012842831970321,0.0859950589458459,0.977879324321606,0.9669640159823116,3.0,-0.0429017203022248,0.2390463333915647,0.2090705134458314,0.2612168389538833,0.2304429922188571,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8731104103629893,0.0986910023252477,0.0828946098538291,0.9768710431765248,0.9631046346918622,4.0,-0.0541615003603255,0.2528134552580208,0.2209673443207256,0.174776526299431,0.1670530904326767,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8718140211915172,0.0961060496208984,0.0802305095324896,0.973441828622928,0.9530165882411455,4.0,0.003395360376593,0.2720757004613985,0.2347837899192425,0.1540103483901567,0.1644400233732893,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8702291385784405,0.098470918842337,0.0835033029511865,0.9769353070359974,0.9631403317629889,3.0,0.0533144560857352,0.2504650570602542,0.2147884052872648,0.2966931530951056,0.3109936408539869,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8728895283809485,0.0947192008516201,0.0796229883437393,0.9768934179801128,0.9591766376449448,2.0,0.0194179540262027,0.2849456799530139,0.247166056540197,0.2349863608134075,0.1958189373588813,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8707397939967343,0.0968028653968877,0.0813946331606172,0.97441594856598,0.9578230702960964,1.0,0.0767561169224714,0.2650892329107231,0.2283603576820219,0.2796288242768624,0.2720650089412939,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8707454714101152,0.0946155492050693,0.0800863772150761,0.9791630925638022,0.9621031661796036,0.0,0.0819274767884146,0.2785924739327686,0.238844425283218,0.2912061681988492,0.2640087864361946,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8708925285894951,0.0995078404026579,0.084247283884494,0.9784858199420609,0.9665422420577622,3.0,-0.0006697855779802,0.2392167999822647,0.2086838709888581,0.2924411261387592,0.2804046394815289,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8739586894260869,0.0978276828413361,0.0818970635669627,0.975471918239343,0.9571753682471612,4.0,-0.004523906522118,0.257976382245661,0.225654374061401,0.1389363451493261,0.1377249283082917,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.873390770746078,0.0990314238087002,0.0836199225401848,0.9775498602538502,0.9638076606419146,0.0,0.0573599121911944,0.2408080495882692,0.2101641106178609,0.25386032126122,0.2279290587285028,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8702551638231459,0.1000031884832637,0.0845235022347669,0.9769776137434858,0.9637458275703232,1.0,0.0850322617197584,0.2333490289428725,0.2000331705729282,0.2950801290356249,0.2787860187840285,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8661924437357578,0.0971920256489428,0.082161991900232,0.9776342992165036,0.9607899439253784,2.0,0.1355164943822053,0.263458664732364,0.2237235784925745,0.3736176956642718,0.3631941684746887,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8668840583590244,0.1012603232242639,0.0854222058863839,0.9763129093615566,0.9633647039031988,1.0,0.0581518815113766,0.2398715074407776,0.2096270075024235,0.2766208953045346,0.2789236051220302,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8716576877745741,0.0950772999309067,0.0793037203789739,0.9754925875567544,0.9560072390624124,2.0,0.0266214428067727,0.2772991552506329,0.2402970666742613,0.1994667373292528,0.1745349462025293,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8706215313897245,0.0951473834602535,0.0805145629261511,0.9786246912014482,0.961604253528802,3.0,0.0909703527117065,0.2739714849406606,0.2363507072947668,0.3155120266889634,0.2802653226158039,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8703633575894913,0.0966877644822132,0.0809556287182082,0.973935216394248,0.9571970078663752,0.0,0.0540452158285549,0.2713294524227723,0.2339356620155037,0.237601943363088,0.2402946412073818,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8703668409346627,0.0949815673616374,0.0804611144977168,0.979051862681934,0.9619110752947688,4.0,0.0796865741712922,0.2776297887873457,0.2386378883374094,0.2925919956761404,0.2660135923363613,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8742228209398805,0.0973320330970027,0.0816128200810892,0.9749447053350352,0.956736161164511,2.0,-0.0099852803400799,0.2604853856730635,0.2254579226956877,0.1085192421363917,0.0809811810624081,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8712856498403091,0.0938123690344761,0.0789480440408851,0.976989818398343,0.9572005837726354,3.0,0.0272991308184396,0.2866547703630397,0.2485383697137043,0.1711085848253434,0.1592870533794735,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.874490407496429,0.0980109543568253,0.0825463331351111,0.9770285481050056,0.9624164424679053,4.0,-0.0258120981253267,0.2454916902876872,0.2125890918022905,0.2181058231146231,0.1884562250827539,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8699732206089871,0.0986033333525548,0.0836213369399103,0.9768545127093524,0.962935900395657,0.0,0.0642215692017078,0.2492245732281025,0.2137599950670325,0.3028804082073623,0.3344511885812803,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8715102401279787,0.0970341418274771,0.0814386841038501,0.975378198659376,0.9606370108230052,1.0,0.051149400156356,0.26501721145831,0.2289423381804622,0.2424862612836717,0.2378124513727171,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8715822797308559,0.0984223711767732,0.0837842197546128,0.9792646338063886,0.9674666818239056,2.0,0.0983459883929933,0.2369975170967548,0.2037896112944627,0.3523416541653241,0.3551207084515329,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8721859895928438,0.0969736573274722,0.0811689807043418,0.974482572098804,0.9568580014919584,3.0,0.0716487601022944,0.2602271824731534,0.2246435935496281,0.2695447812560367,0.2532979973272224,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8747214874403865,0.0978090147987486,0.0825718352340222,0.976823591869582,0.9615889292882164,4.0,0.0670132741433138,0.2480164745007671,0.215641723899858,0.2602408388535718,0.2452341159009817,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8680800293584512,0.094370139590969,0.079228635963582,0.976671157175524,0.955605364466218,1.0,0.0496093897768717,0.2786564083974864,0.2397168541588946,0.2476653832744379,0.2426444195898047,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.875855134542883,0.096907448218273,0.0812021646791302,0.9748553846528236,0.9581627580336114,0.0,-0.0732162631238408,0.2680260903078882,0.2352595163535309,0.1085163313864892,0.1022999864078622,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8689672051808544,0.097850283983815,0.0812146449750966,0.9699616880344102,0.952470602688782,4.0,0.053044925220973,0.2649246908288509,0.2260697994146005,0.2435668062448346,0.252687866182045,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8691525240356222,0.0996169116592755,0.0822462434852098,0.9708842049037572,0.9554501086482312,3.0,-0.0678563966082677,0.2640582762841378,0.2307701448478181,0.0907212105498165,0.0862535387548151,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8722142089239997,0.0989024604329933,0.0826070039472579,0.9731564117449956,0.958361962608949,2.0,0.0517352824387874,0.2480237391634664,0.216732348705716,0.2505565126071377,0.2407169518922821,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8619385864869282,0.1029616782563564,0.0867376772584229,0.9730302960255208,0.962702549091282,1.0,0.0088851720291314,0.2343349348789002,0.2032023419410047,0.2869033954126877,0.2618384406060042,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.870819453727062,0.0963865018256607,0.0806412920215511,0.973049357271864,0.9558715883117296,0.0,0.0442586063479581,0.2720650727332616,0.235083606486299,0.2286394637670893,0.2161227459295605,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8646042347569227,0.1018675273310199,0.0856519214318565,0.9730506413963316,0.9618993522935584,3.0,0.007012054033893,0.2390976782644011,0.2067738469459513,0.2419539133929152,0.2589683624202427,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8662438286346219,0.0972457756256243,0.0811306326501456,0.9718223258458124,0.955654607862397,0.0,0.0703025571290858,0.2786772953483097,0.2412196265289158,0.282969894046979,0.2613324214330932,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8613251223614,0.0977976472755735,0.0824470889700577,0.9745389478306544,0.9586779844420884,4.0,0.1296203713766169,0.2732510666472355,0.2343351831235882,0.3779885799910085,0.3832833100795885,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8727957358096067,0.0982071737000804,0.0815344518403695,0.9710988447184732,0.9531101225866616,2.0,-0.1336814540327562,0.2730153034987485,0.2390640473608098,0.0273329741186326,0.019509599029474,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8616987425218254,0.0969896817881697,0.0808910580868489,0.971905102962865,0.9563529470171108,1.0,0.1074544333064215,0.2812999922952061,0.2415535038907649,0.3425386521046913,0.3459251354033525,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8668136229238412,0.0995121602226114,0.0832818886459345,0.9734135147737936,0.9597272679977248,0.0,0.08495019840189,0.2537793880954643,0.2189274519160182,0.3377642917774947,0.3110541370997186,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8640102846424433,0.0957726607222521,0.0794101238866149,0.9719012344320406,0.9507758331201568,1.0,-0.0113499511945787,0.2882158669461269,0.2475400942413121,0.1374795276160907,0.130931457623768,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8668663204373309,0.1009555831472139,0.0841609508697696,0.9719509950498242,0.9569831490068944,2.0,0.0636931887054689,0.2459566283994348,0.2149500897554936,0.2655029226812498,0.2430373463830528,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8618376918518525,0.0979145543580485,0.0813608175890335,0.970668938253458,0.953030708626537,4.0,0.0675788191279318,0.2771468093383072,0.2362718555507309,0.2729910976707886,0.2531603064566845,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8656782223160397,0.1007632744167152,0.0839155033543593,0.9709436401095032,0.9565337592946548,3.0,0.0667099813046055,0.2505242815958531,0.2165226609155739,0.2605271426452746,0.2569679280814506,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8618603872208703,0.1025739517194102,0.0865892496807633,0.9722558132569163,0.96204935878002,2.0,-0.0178911581752652,0.2422621571222452,0.210727038416369,0.2783344844487312,0.2849575543046811,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.86707067242985,0.1009739326396927,0.0846161270849778,0.9713281284809312,0.9579028634645936,0.0,0.0275033041260327,0.2456880529869276,0.2101845979419701,0.2798687486152688,0.2807018931844494,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8692110708000447,0.096514459199002,0.0803555311806514,0.969044796378772,0.9518482405229972,1.0,-0.1164877957176666,0.2968806637606014,0.2548783243568991,0.1047751543210918,0.1086357421760923,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8702639209943638,0.0968435264211512,0.0812889539217084,0.9742975028010766,0.9606597838731342,3.0,0.0836450750909818,0.2666871677920248,0.2301516235014005,0.3223188016971813,0.2819883098872728,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8678605023805258,0.1012549779655228,0.0845665773619294,0.970903303782187,0.9574006423202848,4.0,0.0366106905561395,0.2426594857472187,0.2078165263433568,0.2681414152660824,0.2478056505856314,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8705629225459405,0.0973777477739569,0.0809608776073872,0.9702138434542354,0.9544209067987366,1.0,0.0231537395074969,0.2684338026154421,0.2338740840338559,0.1891738064539351,0.1676183955017033,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8677237074279182,0.0975555621528968,0.0819769257909592,0.9742317357568104,0.9607169156064658,0.0,0.0912638847169855,0.2675065584868127,0.231410939837195,0.3398600024419572,0.2921687717938235,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8664579697247459,0.094363571047373,0.0790939151030217,0.9737897849806698,0.9522847816156546,2.0,0.0316362154171576,0.2842155742784478,0.2465812576912982,0.190915038830519,0.1868894068625202,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8705281440178148,0.0945872099469474,0.0796313496117952,0.9760174978309856,0.958713967546792,4.0,0.0783646714209695,0.2797938331018499,0.2421308720515092,0.2837151742630599,0.2633218297964331,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.873562304638395,0.0977201896693564,0.081505826752034,0.9727932702246608,0.9594019510569548,3.0,-0.0240547901492655,0.260801820627025,0.2275876697634277,0.1600467080959307,0.1576205654501202,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8657890103130692,0.1003077671836913,0.0843235530114937,0.9723664837551376,0.9612094355487744,3.0,-0.0139920640123221,0.2558723507680757,0.2218438505517502,0.2763408035884402,0.2901468297866748,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8674952360274364,0.095478112132471,0.0800618565930975,0.9741336140754212,0.9541964558305732,2.0,0.0532047473580128,0.2812691155339865,0.241908610689394,0.2324627673375456,0.2122449190553195,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.866951782653801,0.1009940366706686,0.0843303390812947,0.9713307207979788,0.9578015359088738,0.0,0.0910933118541682,0.2411257400770577,0.2103372359535201,0.310778837844616,0.2929713593385792,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8691614417446134,0.0982696950334022,0.0815643582268886,0.9703319170387704,0.9530362044165894,4.0,0.0394425530988455,0.2629505574333322,0.2283047627017136,0.2136747414515946,0.2041813778102955,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.870185873311539,0.0980210542456903,0.0823549066396458,0.9736074826301354,0.9585909024898738,1.0,0.1076392687234251,0.2528293601397918,0.2157090449550746,0.3301121427438589,0.3317102654629064,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8702972466497969,0.0969921247336034,0.0806162075873878,0.9696476546193692,0.9532190861264672,3.0,-0.0620722705059419,0.2833578419494067,0.2444165233013434,0.0980186329408375,0.0922844401895238,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8696648617313849,0.0995758957146265,0.0828490987473596,0.970508458560031,0.9558297085753266,2.0,-0.0589148941937209,0.2604926297046769,0.2267981088599325,0.1098421724434231,0.1079331969958217,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8743791367194649,0.0973615020503039,0.0808235556424821,0.9706046524574904,0.9528929985867974,4.0,-0.0323446758493419,0.2646515048993832,0.2281372819047618,0.0809674770196964,0.0809316125442566,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8664378068976065,0.0948989911249773,0.0793331517437614,0.9704719804956384,0.952641893740431,0.0,0.0268823230906627,0.2908842488172996,0.2503551767732451,0.1842781031739486,0.1380541727486754,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8661800283576319,0.096434198418296,0.0806959134825269,0.9723978396042844,0.9572738910752876,1.0,0.083094469823138,0.2799905783997673,0.2405105998857558,0.3010619495831235,0.2824753073886092,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8712395827073485,0.0981887207235874,0.0814159349638959,0.9694334834696354,0.9526208429335562,4.0,0.014665478108164,0.2620646769304238,0.2264216359589236,0.1745299225722932,0.1674194381657139,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8724627980352707,0.0985584807449909,0.0821643880377377,0.97263667268573,0.9597158317233744,1.0,0.0084456627602985,0.2512738668870649,0.2186770372800477,0.1962026135404689,0.1952288405625086,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8700513781552242,0.0986539382611035,0.0821851777950526,0.9703174188824252,0.9557659967211446,3.0,-0.0132979526084651,0.2632863312795799,0.2296505739542278,0.1543041929864031,0.1379843367034034,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8620212407051111,0.1010442585970936,0.0846883464628125,0.9702496460534734,0.9585283410508896,2.0,0.0514000768303557,0.2589846020430728,0.2244054073392888,0.2984801724731633,0.2985901223727724,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8666279129715554,0.100372467182127,0.0834772106435496,0.9699722849072174,0.9571848619574423,0.0,0.0578362265839181,0.2503686911286977,0.217177399539713,0.2628721810969269,0.2545234826110557,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8714020393183926,0.0993708198889728,0.0829081626871391,0.972337339523452,0.9588453083417234,1.0,0.0349380584671548,0.249171092530338,0.2190627145172259,0.2401410010348752,0.2350734176762401,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8700507581066482,0.0995692045110728,0.0823594168179812,0.9693324352377592,0.9531761311577432,0.0,0.0243438011045206,0.2556304010052056,0.2193764410978189,0.2044924528850794,0.195423820977834,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8681767978346054,0.0968323499680232,0.081280474983037,0.9737914578792406,0.957755963926155,4.0,0.0868690650749505,0.2708857328416712,0.2318387739948774,0.3158465220337494,0.2887632304403402,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8715137314762044,0.0986757958273668,0.0822996571401848,0.9725301446418172,0.9598116044911352,3.0,0.0071001415636953,0.2533747625042554,0.2221068895369388,0.1968186786101798,0.2036711847891575,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8691365231351453,0.098432180280366,0.0827874497002485,0.9744225660528524,0.9593869293137356,2.0,0.058923747919746,0.2595070462304207,0.2229761342740762,0.3265336853899054,0.3114710060176641,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8648070443032412,0.0998764498253927,0.0826091457866533,0.9657529284834148,0.9502252963739424,4.0,0.0061945951077475,0.267697303884797,0.2303790619441023,0.1811277023348151,0.170671563850986,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.865849705411979,0.0980728192810369,0.0810519821855909,0.967418621082609,0.947484093636934,2.0,0.0096024813960756,0.2733398648645732,0.2358423680213464,0.1749447090258857,0.1467315304673964,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8664776134138611,0.1001650058085285,0.0821678408098594,0.9649826042404384,0.9463095746144354,3.0,-0.0812396210623771,0.2720621434549556,0.2372988456612232,0.079813482169511,0.0782604646770228,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8630340184603452,0.0972418605129777,0.0806736366569099,0.9696522174464018,0.9536819024461164,1.0,0.0523459953376748,0.2869022070517449,0.2492580659794921,0.2550862180771999,0.2451119741099611,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8604933240934,0.0966723832640475,0.0800896771367217,0.9695533119147688,0.9482893548874176,0.0,0.033854359615101,0.2818598473161471,0.2436616825616066,0.2013902681214633,0.1752999310317063,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8554834322668325,0.1047404673221532,0.0874991341038715,0.9668152765092002,0.9570762133850916,0.0,-0.0349826743842061,0.2480231079526748,0.2138734619506966,0.2749376001376088,0.2829418777006479,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8661886275774741,0.0994646516679984,0.0819717235095388,0.9641272604475304,0.9484172018682846,4.0,-0.0071747462560369,0.2695225538298053,0.2322141186601222,0.1519168596541135,0.1371258978561586,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8628924637998847,0.0993654718908402,0.0820199000059966,0.9685629686232512,0.955066208042095,2.0,0.0519371831025448,0.2726107042215278,0.2347775286348158,0.2449749389330428,0.2312841755133846,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8623321867909937,0.1025379237711063,0.0847247422291163,0.9666433603175048,0.95461907681319,1.0,0.0196109192260083,0.251930693162987,0.2182560495238095,0.2189635706825234,0.2093323288232046,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8648059983060127,0.1022374471117747,0.0848400784267328,0.9682114044824623,0.9571976153930304,3.0,-0.0125530773147461,0.2435970945234244,0.2133832958841828,0.1878005368760708,0.1899207586451373,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8699503406395785,0.0992339677954541,0.0813802599099254,0.9656817694440184,0.94671097644299,2.0,-0.0594134013711076,0.2671107231727587,0.2307704461848433,0.0619370805486923,0.0640846941331009,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8626667003570507,0.0958105118488656,0.0796397450293737,0.9699921011509728,0.9476470736652512,0.0,-0.0062831084769052,0.2891827477326402,0.248050820478426,0.1344148609848529,0.0920833759130797,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8646029326033504,0.0993620926393551,0.0812414439741803,0.9631509477052906,0.9455721091435968,1.0,-0.0127875512002668,0.2726139531318193,0.2351803571428571,0.1518187057085436,0.1452863335981966,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8634453516769476,0.0945248639983021,0.0786329623452938,0.9702834816155372,0.9498003994735136,3.0,0.0020507164708971,0.2952527767338778,0.255292251984127,0.1124100508115942,0.1011401233793356,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8595977010647867,0.0981261360354114,0.0812892973058471,0.9670980828923031,0.949013948309416,4.0,0.0428151668962505,0.2841973474988835,0.2468560389165933,0.219283057402751,0.1900641077829666,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8684359260910666,0.0978113597907223,0.0821317810362673,0.9739468743796448,0.9535722452243288,2.0,0.0395969666245699,0.2667920128450555,0.2302538262462402,0.2171310082731167,0.2067812265771601,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8644329146528543,0.1011482455743228,0.0850191614294863,0.9731744811778164,0.9602052579617064,4.0,0.0458457343284839,0.2477600908832356,0.2161531201186783,0.2662918737440523,0.2678528271597268,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.86726387827145,0.0982091202581771,0.0816494184182766,0.969781495187946,0.949656973895666,1.0,0.0205349537062943,0.2687344139217809,0.233122739698923,0.1659620497292396,0.1489058231527255,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8675076103810853,0.0982303124392611,0.0818528379487265,0.9703077498662008,0.9515390090809602,3.0,-0.0106723231096297,0.2737537528491348,0.2352401357257286,0.139381478036312,0.1371557400821038,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8698018246652955,0.0993508396432506,0.0832453111686067,0.9743164953418444,0.9597941513973652,0.0,0.0033705986658307,0.251912852690539,0.2196446322231139,0.1967249962344971,0.1963200663835384,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8640508731707175,0.0956729119654934,0.0800782570925457,0.972815186212226,0.9519192198697703,2.0,0.0050222017581639,0.2922942987359371,0.2514848531081193,0.1178286931654889,0.1156724377154916,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8631674843347559,0.1017876025208926,0.0855025385485821,0.9732088524926384,0.9587892745559004,1.0,0.0737434365757924,0.2480586657151757,0.2155668584373897,0.2794589257993922,0.2747611640823557,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8688378248157018,0.0973874190460622,0.0813121917930483,0.9730464945165388,0.9535429062145668,3.0,0.0289595848252488,0.2712180968515316,0.2347771972746982,0.2021549263074972,0.1953525035658311,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8623173630203477,0.0989041577141328,0.0835531584764013,0.9752840355590328,0.961183533192564,0.0,0.1479450595630334,0.2638783386609424,0.2277051207927225,0.4032633808355933,0.3810901345340888,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8633123106577415,0.1025689769935281,0.086344059033579,0.9737069677045804,0.9602207306211504,4.0,0.0330051334462746,0.2448039404569731,0.215302424349067,0.2631587095996283,0.2575913558922957,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8700369139274579,0.0960614925796827,0.0805404149083573,0.9739276121020402,0.9557682499010348,2.0,-0.0564695250482869,0.2930067837213029,0.2507691100609756,0.1831093962774675,0.1483208831524108,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8673659444713737,0.1002906332086481,0.0846760113109403,0.974066217925301,0.9600096582483724,0.0,-0.0016861795795128,0.251193506191649,0.2166257113432083,0.2394880334528188,0.2364340505647914,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8660715523776358,0.0952184249823938,0.0796433883423475,0.9717266875627704,0.9530904039551434,4.0,-0.0037493382731437,0.2958403020730979,0.2549121768655771,0.1192740545259299,0.0928179559430355,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8695669713537492,0.0966355876029981,0.0808254298924802,0.972761325178972,0.9545585499940183,1.0,-0.0491067661205588,0.2866019965977829,0.2472491154440153,0.1675715570465186,0.1493668872690822,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8683665216403014,0.0996620834829557,0.0843098362718324,0.9759316763131106,0.9635995733248208,3.0,0.0130493534513608,0.2458758885088359,0.2108489107212475,0.2661201241556712,0.250307398937009,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8605275948168493,0.0946479838229187,0.0789389825973759,0.9720931289507556,0.9514289754467178,4.0,0.0139373845882743,0.2975321942698151,0.2577949026851526,0.1559204849522289,0.1297241444254728,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8667138742912948,0.0975284298972808,0.0813888021992119,0.9704454556227587,0.9518867954446832,2.0,-0.0153621162570738,0.2822938567885055,0.2456733309170662,0.1084341873029517,0.0956070045705982,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.871103640585024,0.0965850559464302,0.0811377904800974,0.9744035951882964,0.9536573583247554,1.0,-0.021262353677774,0.276103062611485,0.2387291473565803,0.1042351023778221,0.0915768936790328,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8655548597225552,0.0982503602741434,0.0825723146788798,0.97492583053267,0.9604006002923284,0.0,0.0531364335323529,0.2737656321033393,0.2378698978118043,0.299632068574047,0.276682758281119,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8654172346118107,0.0969184716403022,0.0814736608943357,0.9734880897358974,0.9557373917982762,3.0,0.0605846251133258,0.2786302560320789,0.239316038646319,0.2501878764223362,0.2372979517959951,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8700677589333966,0.0988298878602462,0.0827910517471599,0.9734978326372836,0.9540313668890712,2.0,-0.0017243673166833,0.2603240004881488,0.2242281233302742,0.1559539250268238,0.1439606395613242,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8690684844926886,0.1000805613536649,0.0835912148948967,0.971847520629489,0.9562597196573432,1.0,-0.0618461620206534,0.2588627199071283,0.2268416349289193,0.1050001275939219,0.0915710672573965,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8641923954732256,0.1021920461842177,0.0859873748376342,0.9721327126694284,0.9568718568764756,3.0,0.0541524778036949,0.2463416026149322,0.2114433976461749,0.2503745129366323,0.2412492978967401,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8711182199122367,0.09765580169446,0.0814116105730335,0.9707666427583674,0.9516228525459862,0.0,0.0106960601265916,0.2661197391046046,0.2310197350354337,0.1453592762292322,0.1411050500303482,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8672785591371847,0.0951724539111651,0.0800575489440518,0.9741252517718644,0.953936212575872,4.0,-0.0111360615806779,0.2927681678226437,0.2541492068402877,0.109415902696736,0.1012385907210275,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8697011236972663,0.0967260054894357,0.0805940969551895,0.9723709569636104,0.9528573227891444,2.0,0.0197711844337927,0.2731310728813669,0.2347213895284327,0.1968475490669516,0.1748719081837843,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8702395769783745,0.0980619007511155,0.0816753049452924,0.9712514474309274,0.9528375649364054,1.0,-0.0094379145086533,0.2684430680279142,0.2319653692156297,0.1606407996969767,0.1551419282937965,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8645682738530731,0.1016194692295673,0.0853188137270783,0.9728976603905366,0.9581975739254622,4.0,0.0730416819244279,0.2450774574767903,0.2135851090821754,0.2885406587951587,0.2816841426490631,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8606085844078087,0.1033717563930235,0.0874894524754122,0.9740312497474382,0.9632095969497438,0.0,-0.1455570301774642,0.2491967538130316,0.2188131619815668,0.1959763187532008,0.1811804983270501,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8681360953018342,0.0976926940407252,0.0813186134798411,0.9718960437431854,0.9501190886080706,3.0,0.0118668501751095,0.2702226552520979,0.234087154606779,0.1714741646111292,0.1552753566195127,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8662706864777114,0.1013581310864846,0.0842082588273404,0.9694307020552068,0.9542637015578408,4.0,0.0510840835791485,0.2478341524614364,0.2153530401785714,0.240276454774056,0.2205661975834172,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8583617644008344,0.1006992926021199,0.0838806696418261,0.9683311230010628,0.9550571832151776,1.0,0.0876261614828719,0.2679593110564813,0.231875644257703,0.342520218805328,0.3268884753904947,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8585608012250032,0.1020833926183995,0.0853103172987456,0.9677122150113744,0.9550868093256668,2.0,0.057959762008473,0.2595491634077546,0.2240452477203647,0.3011150008253543,0.2968966041742589,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8619566543190849,0.0964686246375914,0.0799229153659557,0.9698084059177022,0.9502281663804304,3.0,0.0036505127795607,0.2953273396661436,0.2573263008585293,0.1349919345993163,0.1144864883088629,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8642970793089905,0.1007926563281931,0.0837090863104891,0.9688934095800468,0.9539012912863278,0.0,-0.0153512623662264,0.2623083059151997,0.2268325318416523,0.181346452016495,0.1714015158920153,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8603340918029514,0.1043856472156095,0.0863994871867742,0.9669548271947062,0.9526534265805494,4.0,0.0613833008915353,0.2373131961130883,0.2008438536638399,0.2624484585765236,0.2480153598920937,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8626371756825546,0.102455541995664,0.0840582273015848,0.9651357391570032,0.9484439281127924,3.0,-0.0234851773079398,0.2602318844062376,0.2269280801993942,0.1434288612347023,0.1379778370060567,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8636572671588907,0.1013955609836686,0.0841103400389239,0.9680115040317796,0.951951474901073,1.0,-0.0180395373526507,0.2617272168173542,0.2285667701321366,0.1554655820626875,0.1550600749518677,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8654682560773512,0.0998538728050395,0.0822886049048484,0.967383643205442,0.9503066349415434,2.0,0.0184298985635759,0.2645984853259707,0.2294457249149659,0.167535264277895,0.1529342735743731,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8689895735298171,0.1001755796549367,0.0835346623834719,0.9708244981738938,0.95711078959142,0.0,-0.0565728101765925,0.254291528840816,0.2213312100273179,0.1402021591531315,0.1277991706176034,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8635628022219264,0.0988609330991345,0.0820965146266094,0.9691127401246196,0.9492561240160484,4.0,0.010151106216294,0.2766801179906732,0.2372589709665564,0.1540824439371859,0.1382838595022861,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8663632348411292,0.0982409401335134,0.0816121762837229,0.9689474947311,0.9533904937698442,3.0,0.0211176493640274,0.2751816368952559,0.2362623417989418,0.2209073749662918,0.2054312125109159,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8654604587139674,0.098645865131066,0.081978072419649,0.9691496803810516,0.9522851708289094,2.0,0.0108700393104621,0.2759231395869507,0.2376144242036859,0.1859534069109286,0.170345286916097,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.856288295404323,0.1040517816928205,0.08632589740542,0.9679359810322676,0.9568529463828238,1.0,0.0326465237856161,0.2434003369146874,0.2105004360575103,0.2774426386431947,0.2646234820363508,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.858692054736083,0.0989476165411598,0.0820570835077736,0.9678397396996128,0.948466994494111,0.0,-0.0014387636322277,0.292655951389411,0.2534940713273537,0.1281351412896933,0.1202263784978809,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3728249604592288,0.2078941269820177,0.1668715973431348,0.6131705784758619,0.5859068567154598,3.0,-0.02660873589462,0.2952854551703071,0.2503741625754443,0.1914795049288721,0.1549434986133837,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.402316493234924,0.2120068164074686,0.1695404051961045,0.6368626627567531,0.6085061257752356,0.0,-0.211008339144868,0.2848141169311318,0.244396819586898,0.0480695416619153,0.031440063842766,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3889942113829695,0.2161822107211808,0.1734987807686117,0.626685187466137,0.5968253455901148,4.0,-0.0875354290056942,0.2611327722950631,0.2187423205457595,0.1360260912274457,0.1501551553489963,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3814228278421802,0.2162167424474176,0.1747459358404633,0.6208457851811364,0.5875473196697025,1.0,-0.0700317736746745,0.2606868464183426,0.2186411544250406,0.197736662142098,0.2204630044522737,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4181392345808719,0.2098055617351107,0.166728399485473,0.6493453168689167,0.6258911396756996,2.0,-0.1493331581373485,0.2775682826119834,0.2371581666139811,0.0422944211004564,0.0615542056503137,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3714325694894137,0.2116811638554992,0.1697515161438043,0.6116571603539789,0.5869178001675495,1.0,-0.0474448683990711,0.290706576672142,0.248550556744799,0.1423330961694128,0.0904195436296796,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4166161699624747,0.2099326462030736,0.167287757807715,0.6482041422632342,0.6221585053624766,4.0,-0.1336141449894416,0.2749662714845444,0.2333294465123898,0.0732791273169857,0.0635533660155677,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3559358360700049,0.2227549948452992,0.1812415334710447,0.5999844685342508,0.56919417143429,2.0,-0.3567802889588571,0.2627105437444693,0.2238401328484621,0.077387094727182,0.1085974973837265,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3522336433638939,0.2148302518204208,0.1736238409992709,0.5961368978261437,0.5681906872756677,0.0,0.0326908005337494,0.2794701885727517,0.2289773982396248,0.3006073353594536,0.3042856352440929,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4077462965874801,0.2095200575024596,0.1668670387641332,0.6410955746661973,0.6129442354198834,3.0,-0.168949100185735,0.2875278175663665,0.2436976710821406,0.0395319606179865,0.043911515849185,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3804420213656961,0.217190768756663,0.1755752967465637,0.6197431076176446,0.5920404194470926,4.0,-0.1251422109533477,0.2583503527400156,0.2112910636051805,0.1559312524235694,0.1976523046001807,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3779757250209288,0.2038206091003666,0.1620005459600935,0.618332641648876,0.5945575847022335,0.0,-0.0920904991690134,0.3001904021325017,0.255789360934901,0.1238388014098291,0.1022348683482954,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3769113740307366,0.2168752554168663,0.1749948175894506,0.6166020694684626,0.583308849159405,2.0,-0.0155824959859982,0.2552992271121528,0.2103511082014627,0.1932361054281378,0.211150921822338,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3923912561641947,0.2162257801652679,0.1731599260015969,0.6298555150356184,0.6012364053877727,3.0,-0.0334780931291516,0.2542278611890835,0.2154588019743402,0.1757532582498011,0.1990763454505722,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3874120868305285,0.2144883087763685,0.1723392188676131,0.6252761766317044,0.5934712625203036,1.0,-0.123420736718524,0.2770663519437497,0.2347873760944117,0.1452815222188108,0.1336519811781139,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3836297388196096,0.2165525026979199,0.1740751115011837,0.6215868372126556,0.5966851488696303,4.0,-0.2094603082953479,0.2703281342536792,0.2321821561456934,0.0602152299294694,0.0552161943747746,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3834880049816639,0.2153542403823473,0.1735010931859536,0.6221751303646371,0.5880513942945073,3.0,-0.0079290525186332,0.2614844849266407,0.2174153055268929,0.2292503953803385,0.2393940997432577,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.388432981112787,0.2178946116156346,0.1748266405047072,0.6259612926231385,0.6019367566683829,2.0,-0.097890864407808,0.2479550884989577,0.2070543746255071,0.1581032635839779,0.1597721340473561,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.42155580427923,0.2102856433494112,0.1669099831553263,0.652203570073915,0.6280919438503785,1.0,-0.1619002058910819,0.2739078100675128,0.2311397438986366,0.0856384780559922,0.0953908588768569,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3893424887974873,0.211462844140697,0.1703870401521351,0.6269528591852556,0.5954105325561215,0.0,0.0089635063473565,0.2710199386107758,0.2240346860665887,0.2339361465570094,0.2592819637496014,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3575388058571559,0.221704020168169,0.1801905621157373,0.6012501370558245,0.5707754046237073,2.0,-0.2146360900753168,0.2557149737577481,0.2193971953300403,0.1079933677814161,0.1212555104533608,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3680316344017107,0.217910166878932,0.1765568004429152,0.6096958288937451,0.5754280248356731,4.0,-0.2257065994064784,0.2811204084043761,0.2403503526709799,0.1245806074157259,0.114195495647104,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4004408365828595,0.2145032958595891,0.1715884494596427,0.636316678685042,0.6107962340606629,3.0,-0.0285088731783191,0.2557405708190007,0.2147644297766905,0.1826778425133697,0.1884201839738366,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3819085139718273,0.2164806083786412,0.1737899971885145,0.6201304820320109,0.5886247462130296,0.0,-0.0434102620458838,0.2597673117422713,0.219487309639969,0.1610901658456147,0.1725890266787608,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3650886318487459,0.2055376354680775,0.1643732330131234,0.6075242322492498,0.5826040939040904,1.0,-0.0469388973839099,0.302043484025743,0.2559187192682791,0.1697244829748035,0.175518237200008,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.362241902748148,0.2112647212775336,0.1701433993781634,0.6056795430177312,0.5788297678224255,0.0,0.0156255872789119,0.285359322029305,0.2346980408841965,0.2805160264402699,0.3161495066698817,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3809076673189951,0.217220471147524,0.1741061980316037,0.6192800153856538,0.5910841860237999,1.0,-0.0831235602574147,0.2612526808387415,0.2205781862040505,0.1387476751530848,0.1292757218066503,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3831237888480326,0.2123791757569269,0.1703573809289624,0.6223754081982849,0.5944995363908914,4.0,-0.0101783047973849,0.2732463495697618,0.2300946131865125,0.3063986960612626,0.3142137296261724,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.397331890385635,0.2123762105776322,0.1706497426597831,0.6329422558282995,0.6030379666197676,3.0,-0.1833346887389457,0.2838885612903102,0.2404458591767747,0.0619478593229041,0.0748514538548154,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4142775950715269,0.2103795644233769,0.1673829452488014,0.6464054308338398,0.6207092000487114,2.0,-0.1185896858790505,0.2752415764955714,0.233232249931225,0.0990399739234249,0.0786576039714609,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4258070585916973,0.207008206250201,0.1642521234558586,0.6554235248130021,0.629122612722993,3.0,-0.0601968486750004,0.2729110114654709,0.2307408805402852,0.1477887801230626,0.1538685583162634,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3948158233632537,0.2169449905937434,0.1734673236416349,0.6309764931516507,0.6048283751300705,0.0,-0.0733762078052455,0.2540007653668837,0.2156471288888751,0.1930222570329861,0.1908969322161145,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4130121830030345,0.2079826286568386,0.166419730731136,0.6457046550512027,0.6157423084973965,2.0,-0.136373362006215,0.2864592830094256,0.2387326883659387,0.0804719337283232,0.0763448230271517,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4042424229296225,0.2114345399862769,0.1686090703556209,0.6383942444763784,0.6096452910087029,1.0,-0.0425316168102205,0.2678104215416466,0.2282594479450541,0.132770900804153,0.1370859345875862,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3824341052029291,0.2116773442146823,0.1709174546144788,0.621119454744026,0.5871708278438866,4.0,0.001278235090674,0.275668047401568,0.2280586554189427,0.254077202146681,0.257262046137887,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3962300600068258,0.2167419889256885,0.1731547193009001,0.6322515683067841,0.6055999348506373,0.0,-0.0793687544155665,0.2551670100702802,0.2168148591143285,0.147088216491356,0.1616453606905045,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.391614596379112,0.2100187633170224,0.1670295538006676,0.6284775023331822,0.5992311041067974,1.0,-0.0556240364908564,0.2815179959403419,0.2373919638115367,0.2164696892706933,0.19235656552555,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4139711895327235,0.2040016062830786,0.1629925823217457,0.6464400859425362,0.6130179303936039,2.0,-0.1988014824533899,0.3068455054251347,0.2568709935617956,0.0267110845492263,0.0340337842709892,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3811581498236395,0.2174283253446373,0.1748076221788247,0.620045603680929,0.5897849211554588,3.0,-0.1144527529041516,0.2609257386451715,0.2169184174116045,0.127805694442134,0.1389053923498932,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3538285402445686,0.2152453937167924,0.1736765967771038,0.5974578225241339,0.5716184322269999,4.0,0.0715777008414361,0.2703227923175933,0.2295964250775119,0.3286790209095641,0.3137390646309712,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3568455285682328,0.2048898621975227,0.1640075534104716,0.6000762004084448,0.576094518040366,1.0,-0.1282729856248188,0.3135549401627973,0.270001579922746,0.0072398242829637,0.0100144812353713,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3523972269023786,0.2233650741914712,0.1814383033632551,0.5963589561262719,0.566784749867841,4.0,-0.438645592090868,0.2691442778712646,0.228515795731037,0.125109623351021,0.1762924516174192,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3925575876989143,0.2074499011901134,0.1643850906373068,0.6285331095842268,0.6036440418536975,3.0,-0.0638749284953783,0.2894707164096033,0.2461383665609683,0.1744204825732436,0.1368196854276851,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3946522455242226,0.2093794429880661,0.1675164176082209,0.6303987209916776,0.5955580707889245,2.0,-0.098627963276898,0.2892734529862785,0.2422919362298285,0.1123246389540961,0.1090037258332599,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3750751168842425,0.2165687524004541,0.1746965874524683,0.6152436006767212,0.5833871844128466,0.0,-0.1259298491893647,0.2686550422877652,0.2251621835475691,0.2045044667896866,0.2234530710185544,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3652073341361193,0.2108414182313484,0.1690342110215608,0.6081290288358102,0.5860558496085919,1.0,0.011617216477385,0.2844166950980258,0.2362527721778677,0.2680187908458685,0.2659608768092247,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3749914110651574,0.2189571602177646,0.1766902489336197,0.615653800928132,0.590290482496743,3.0,-0.024309092600002,0.2421398130640177,0.2063282639032333,0.2106706346995447,0.2048531959144084,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3819108263131825,0.2110099189744569,0.1701612306847993,0.6209882675545355,0.5891809187326617,2.0,-0.0315756277080696,0.2834643069500637,0.2392242635330848,0.1601940549495995,0.1657701063441166,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3742868790891375,0.2150393041056703,0.1741506571500194,0.6151966560434015,0.582279209558804,4.0,-0.1572774019642924,0.2862122982551339,0.2418269151473159,0.1776965544200655,0.1773806939942397,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3732868988734993,0.2164468959688853,0.1753204908574654,0.6138350481683447,0.5844351174752428,0.0,-0.1034003932212779,0.2697855898035199,0.2194030719901672,0.1828596810412202,0.2024710035245009,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4256269561798306,0.2064336924716561,0.1639433107992962,0.6561147527074531,0.6294764105500139,2.0,-0.1015260897798473,0.2801584208048935,0.2396149670031434,0.0932484695830086,0.091059730879709,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4245484680029764,0.2041747788143936,0.1611616473024841,0.6549944284388819,0.6260727777526389,1.0,-0.1170102067385265,0.2884552018085322,0.2454051340055717,0.1138976784441188,0.1054569073006725,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3868713798050006,0.2157354184672474,0.1738379064300799,0.6247151436108911,0.5962751335790453,3.0,-0.1027077805636029,0.2653781685059042,0.2215848583618073,0.1280265493712335,0.1205864955412652,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.381603883567051,0.2165460526416603,0.1744725937222372,0.6206577291023649,0.5957467769724074,4.0,-0.1052760635975935,0.2609280519933375,0.2239975650058119,0.1189444038258699,0.1176266963137223,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3925260515060147,0.211907605784018,0.1703889556767089,0.6294239734783638,0.5990718661628205,0.0,-0.1422380949098967,0.2857693093214487,0.2405593073448387,0.0325529222105984,0.0431980296046304,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3944175532990461,0.2102168319853225,0.1695029451485585,0.631286159311917,0.5965035510237434,4.0,-0.113236422831195,0.2873801893457279,0.2410851412899881,0.1001228750373919,0.1071253476497689,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.378199060491854,0.2174408921391885,0.1754908240406544,0.617926390118283,0.5857411470394703,3.0,-0.1940510737781662,0.2749743705499824,0.232940748898548,0.0688573382186332,0.0609932285572096,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3581628565004939,0.2214441665874529,0.1799010889997883,0.6018555130605838,0.5723133847974797,1.0,-0.2083501129754159,0.2540426889119105,0.2114674665434994,0.2003911465229705,0.2102136101746461,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3858153029744753,0.2113593595145179,0.1699134726003649,0.624330446937313,0.5919076495335496,2.0,-0.0592729957906301,0.2836605555276429,0.2343786151084384,0.1787959410769115,0.19401313788793,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3723298287896516,0.2111621159104023,0.1690994097310001,0.6125400360054143,0.585514779003463,0.0,-0.0694597416624724,0.2925603745797044,0.250140734309917,0.1400167455900803,0.1309940386231891,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3669162839963988,0.2200269868220644,0.1786358886385618,0.6090349413399635,0.5797292594767854,1.0,-0.1109324143466938,0.2523181533600357,0.2111256855361081,0.1888110620883737,0.1787310380503333,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3620244720065381,0.2092846791642644,0.1672926811745031,0.6045151027073132,0.5847203596680859,0.0,-0.0947229571838947,0.3037936424983066,0.2574513950819488,0.1487687424636583,0.1334401591456814,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4095635858255093,0.2119934614052545,0.169975812031595,0.6442884017842623,0.6165917878619488,4.0,-0.0864836172166685,0.2687097852651596,0.2250817895643453,0.117916968506498,0.1238463760400445,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4008334479950786,0.214158922075473,0.1713490963312073,0.6372142089814392,0.6118749529451855,3.0,-0.0365095968099606,0.2577634590355491,0.2197003190088363,0.1747196038022246,0.1751453662302643,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3550849317514066,0.2032074349016326,0.1631237756256234,0.5994059441556165,0.5767993070441012,2.0,-0.0934349957219151,0.3126830064692717,0.2681361509366666,0.1120421298034215,0.0977941670599866,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3730712710234616,0.2180402053450728,0.1763816186906245,0.6136838474580228,0.5812436174024475,4.0,-0.045039150710429,0.2567817477046916,0.2165511194133298,0.1485849411549727,0.1443165446829685,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3838656560835399,0.2162879512422028,0.1736605553947328,0.6221698346263039,0.5910619211586635,3.0,-0.0740609209312432,0.2634178063937868,0.2223150410064577,0.1385304434311816,0.1415740541131404,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4075268074710522,0.2072892296449115,0.1657679158850865,0.6418612626966862,0.6054878226531921,2.0,-0.1173688074442946,0.2897755808509989,0.2455426751450648,0.0948866816791306,0.1153199372780084,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3979549243200968,0.215157600214059,0.1724574521924524,0.6341358347186399,0.6073230695777236,1.0,-0.0443301161260432,0.25725503782962,0.2182910391754293,0.1486830540018793,0.1436978076641001,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3709229626026121,0.2155744526241602,0.174580802355901,0.6125583933724366,0.5786860217698555,0.0,0.0353541687192886,0.2607335353839076,0.2173115678775981,0.2771377922905021,0.3061684287769351,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3682001639120162,0.2190537897932738,0.1767040026020881,0.6098570930966286,0.578545412153074,0.0,-0.0624624992385201,0.254921274985575,0.2152344066890555,0.1241991134658043,0.1459244170651822,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3597149931427229,0.2024130590784006,0.1623717217394618,0.6032884209139794,0.5774476288402923,1.0,-0.216506912158803,0.3293252497993726,0.2736370610258493,0.0466309788316799,0.0560757768992117,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3516694492981234,0.2132320851602507,0.1715226702135659,0.5966007907087946,0.5754385037528134,2.0,0.0522980697448791,0.280866913301271,0.2366779467164002,0.2987793407915585,0.3039114855581117,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3816971366778543,0.2174164806319696,0.1746845801356888,0.6207278694578509,0.5926682997026571,4.0,-0.0814774856314213,0.2586287050857138,0.2223299610654104,0.0992973070730307,0.1066384924031892,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.366131502552623,0.2187473993491912,0.177475196191235,0.6088750813905629,0.5767133047064076,3.0,-0.1312575206098163,0.2691406140931631,0.232426641759918,0.1897445831429086,0.1829126059087917,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4125939213621552,0.2018956997750172,0.1593099242619347,0.6454986006526952,0.6197991677311256,2.0,-0.1213323067987235,0.2978940870194048,0.2524994557840549,0.1243554349906759,0.1213651440167444,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3777270216373272,0.2187217052834699,0.1762979981335921,0.6176374143606587,0.5924667463587067,1.0,-0.059867669417903,0.2494137423971312,0.2070071402002798,0.1771485075573931,0.1720442901277915,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.368633893382652,0.2174789865654573,0.1757339238952111,0.6098921591087049,0.5791184034200709,0.0,-0.0657881909868396,0.2645695424075072,0.2202536413655432,0.1866454229423439,0.201796565910553,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3525801962912405,0.2057362769705757,0.1652116002455747,0.5967070311891474,0.5751052380326162,3.0,-0.0992310675785257,0.3150559050769005,0.2682218848652679,0.0753305164495976,0.0806003363776487,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3620744080637958,0.2142761129046107,0.1723924663572758,0.6040631347067373,0.5799539039797629,4.0,-0.0096537216638994,0.2821092584698279,0.2365385263057607,0.2665204037854245,0.2537339145957695,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4105349169517522,0.2121309922003018,0.1688493718182384,0.6433675008938848,0.6162405534506018,0.0,-0.1159895721521642,0.2702126755546833,0.2320101496397598,0.0880096446766119,0.0813456596138634,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4066122259933034,0.2126252694280281,0.1688536056515583,0.6404726382079263,0.611526069691206,4.0,-0.2329808519867824,0.2853668041730674,0.2437889059115388,-0.0151046002740227,-0.0322875183220565,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3989435046070267,0.2123008805689268,0.1696599039456517,0.6346035731850523,0.6068535415973174,3.0,-0.0998817025090899,0.2749220266322443,0.2307138723678611,0.1611526831520265,0.1626091789440487,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3510044188718643,0.2115558091755911,0.1704927547641636,0.5951206492761719,0.5696299695092156,2.0,0.0495282186497917,0.2880988744771654,0.2389254587340764,0.3008611366278682,0.3043376051058601,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3854625816490858,0.216307437162555,0.1741973801011468,0.6232646889634181,0.595312395464598,1.0,-0.0906140254257112,0.2625847655126524,0.2204013681631837,0.1169315947656025,0.1105950085665921,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3753262787146518,0.2126014206614439,0.1706178165144559,0.6153996750506534,0.5885954420741669,3.0,-0.1335460475211276,0.2950705825972883,0.2462669773700197,0.1989595150918674,0.1920076315838862,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4247905889015704,0.2072930300340915,0.1640430541993338,0.6544581119508379,0.6279892961094279,0.0,-0.1245686671538439,0.2803021908243269,0.2370814227159541,0.0852745019738599,0.0859091363734537,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3437602228120736,0.2126122358682886,0.1712308232887337,0.5893474679517072,0.564687486247493,1.0,-0.0356375251144671,0.2985070787195599,0.2475596285998673,0.2966677834855811,0.3005976649308808,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3531719847088729,0.2224465161696603,0.180975325695444,0.5975758033702528,0.5666630545274629,2.0,-0.2015342133631161,0.2526317743330068,0.215686335655568,0.1805674182676467,0.2196711420500368,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3793171398230036,0.2169031822518484,0.1751026803163268,0.6186826279145742,0.592861068007005,4.0,-0.0946189755466422,0.2623443684985131,0.2234807087041593,0.1567196394831682,0.1678265527222503,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8760620962455632,0.0950470613720628,0.0800277609219978,0.9766551234192103,0.9613148667119932,2.0,0.0632151851380985,0.2663078695740096,0.2260634264657267,0.2847539426668852,0.2554105235239601,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8760277896159372,0.0957318470411689,0.0811664125470149,0.9784277226397682,0.963475990330875,4.0,0.1037661838757676,0.2532620219053301,0.2131254029443133,0.3309300314566928,0.3040433309953341,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8731339084254526,0.0966035174155387,0.0813960574244414,0.9771179412970006,0.9615420999200254,3.0,0.131305814689808,0.2516976468163543,0.2135209267545824,0.3636023775722046,0.3527294934239081,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.874758021713116,0.0961314196525537,0.0807808476645695,0.9763314540596963,0.9622139557785816,1.0,0.0675500098596951,0.2592040288483828,0.2215846945959339,0.2871636450208777,0.2602837434666525,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8766649151100891,0.0954478799444078,0.0802596409636619,0.9773236892826248,0.9633373007626128,0.0,0.0684368493727629,0.2582951306014381,0.2204910703141344,0.2871194617417169,0.2544254047262496,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8740727052559689,0.0963973264205741,0.0813529297370978,0.9778310600345406,0.964075897005464,2.0,0.141777521793896,0.2483938296166414,0.2103292495760491,0.378725013247883,0.3598411071129055,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8742162325630729,0.0953383175943892,0.0800068650984912,0.9774376828280392,0.961678166627744,3.0,0.1100603719134657,0.263282108597629,0.2227978760633371,0.3420869901015567,0.3104101868650255,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8745520237959518,0.0960348766253859,0.0810948199279603,0.9776874349005146,0.9641389048419816,1.0,0.1099213088267651,0.2550583909927427,0.2183878592487718,0.3352528855350355,0.2996637437562093,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8752268113585945,0.095323307785136,0.0803914127559068,0.9772660829679752,0.9626030557214832,0.0,0.0965731696684287,0.2617989792367077,0.2207270058891803,0.3190822381690971,0.2967841078583551,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8729369972771586,0.0965860023791551,0.0808933375105676,0.976463845497498,0.9600387023782982,4.0,0.1247213305506236,0.2537042211878071,0.2170148583130423,0.3555424600944256,0.3203374185186808,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8785320880192854,0.0948335761854717,0.0800908377214448,0.9788419980244588,0.9618436891217536,3.0,0.0814148371505831,0.2554430139695019,0.2150242114149348,0.308860027434856,0.2512613927328017,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8724262135537546,0.0966517962273236,0.0814543014599313,0.9772758174883168,0.961629370455235,2.0,0.1169849676655573,0.2562222624811991,0.2193381890819111,0.3498965907182225,0.321683168464429,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8733726689744588,0.0965748293355034,0.0815372472825179,0.9762606567624772,0.959133811188254,0.0,0.1033557905282207,0.254397798233397,0.2120638952741631,0.3345313680801438,0.3156691549518527,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8734396957483952,0.0964737242502943,0.0810040838470056,0.9767555097359532,0.9606144732641247,1.0,0.1038067462163839,0.2558723107966382,0.218403459584604,0.3262839535023868,0.297430351922113,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.869572119940203,0.0975762386489055,0.0819374899063637,0.9765256050939254,0.9617125023160704,4.0,0.1556992913347903,0.2519264433233744,0.2145863202442626,0.3957071339482199,0.3613205957659504,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8752166765263663,0.0962317141367441,0.0813805490055917,0.9779015107232026,0.9625148380464754,4.0,0.1242457821415689,0.2483253857667472,0.2111651470791215,0.3550217660764294,0.3504122192728738,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8731759533540767,0.0960713524478622,0.0807346385723825,0.976029256271157,0.9614895986963016,3.0,0.1201607263792819,0.2588523986572792,0.2210285137915508,0.3481615174898997,0.3374967055702546,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8735503307544488,0.0964853452338611,0.08126361039959,0.9764905520227384,0.9617387096843266,0.0,0.1078906658767188,0.2545599091403838,0.215586193360561,0.3338971948970337,0.3156349285652537,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.874390081317744,0.096075860805602,0.0808405565824394,0.9771508901838178,0.96231534080752,2.0,0.119585546093018,0.2540638835245272,0.2150790002345622,0.3488968036448329,0.343407862853853,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8768998483232006,0.0951178609980375,0.0799993871532136,0.9766878227206848,0.9630872052217015,1.0,0.0539394645612499,0.2631478981457706,0.2227480401300177,0.263459275609469,0.2365408941436938,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8744905123427751,0.0959333516556718,0.0806272605083088,0.9763902576443412,0.9628441703346546,1.0,0.1238223326588644,0.2543860535225667,0.2147094592324413,0.356764741590519,0.3229907411085204,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8734280984350613,0.0966550178154574,0.0815405293066526,0.977673421715482,0.962824149198072,4.0,0.1293776994494301,0.2503457491448623,0.2123141217657732,0.3629676530386196,0.3590153959122163,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8745439156688278,0.0964645727824262,0.0810067477062842,0.9773542552085852,0.9612346909633857,0.0,0.0929235390077071,0.2530181131438924,0.2159191849574835,0.3241618630005347,0.3085562407006443,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8726713807444308,0.0969813916818466,0.0815284558750805,0.976163938981098,0.9616422251700804,2.0,0.1235940586342939,0.2508221297495764,0.2145940796483283,0.3543203515285509,0.3143539951226036,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8744748854665708,0.0959157250242888,0.0811280816424073,0.977081526986184,0.9621364528681564,3.0,0.1281210381069738,0.2541364818917638,0.214805301358346,0.3601856643781827,0.3305630731999874,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8753060266245725,0.0951049160259568,0.0799816090539574,0.9773211755771876,0.9625680013541764,2.0,0.0881463621261533,0.2650033126376144,0.2269190615028619,0.3033243446645229,0.3001687230943823,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8743801666267752,0.0957400114139538,0.0807078274794334,0.9774903204452634,0.96189292049659,0.0,0.1166106893834687,0.2579352097801435,0.2190830695205618,0.3438936868921947,0.3210384488641656,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8713815676963521,0.0981836621912814,0.0828264591682669,0.9764841027713144,0.9605552339963204,3.0,0.1470400639638569,0.239762796221525,0.2030721086633599,0.3844476040017892,0.3510000149858701,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8695821783059499,0.0978777217682617,0.0822510406457696,0.9760106594066082,0.9611594882418192,4.0,0.1523629421661502,0.2494519359137371,0.213170756241627,0.3917333469128075,0.3625294227366249,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8729592807971931,0.0971468476398523,0.0817966677997292,0.9763110768157937,0.9609115663493332,1.0,0.1127943161223083,0.2489506871246095,0.2108557306154345,0.3461012482348511,0.3156734017560922,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8688068101274289,0.0982539709350363,0.0816990988341123,0.9720969674013163,0.9570430914049411,1.0,0.1131679099523357,0.2543045226950749,0.2150753677300959,0.3427483983274885,0.3078377778636816,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8705016147252497,0.0978787644901729,0.0815295640370488,0.9715523138725324,0.9576504581124466,0.0,0.0548097720975364,0.2596863644280154,0.2188381290342224,0.2655623099792525,0.2596012696935371,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.867384338528407,0.0986093271089374,0.0822789610643091,0.9716971307073812,0.9569242510071554,3.0,0.1049936625963554,0.2573017575297814,0.2183674177378461,0.329541367821171,0.308857784732914,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.867505382892941,0.0979027715250119,0.081559848073517,0.9729039091454365,0.9578061652578432,2.0,0.1222364024266158,0.2612598627889427,0.2195563720877019,0.3543710044740459,0.3312419932037772,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8700628303332579,0.0975357163447279,0.0814293276147891,0.9721227231890324,0.9586802419600092,4.0,0.0773563591942083,0.2618969326616526,0.2226234051604831,0.2939694567355301,0.2559201278919116,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8678204074920155,0.0983662866597347,0.0819990501066235,0.9713930838812856,0.9558905655125174,1.0,0.0998205392706037,0.2583708533522247,0.2184223429305846,0.3278026154593683,0.3199539445854197,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.871683852332164,0.0974084183762597,0.0813144797290789,0.9730607924172868,0.9588583285758482,0.0,0.0770186791570224,0.2568646875764062,0.2182166213006942,0.2921445356449765,0.2806169456401795,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8713375280895764,0.0973776033827293,0.0811088709277698,0.9732135670242386,0.958978261126724,2.0,0.0894966210096843,0.2566532083193472,0.218718618761886,0.3160547606928534,0.2851677435229144,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8693988655626226,0.097720441576692,0.0811434406332338,0.972497182330375,0.9578565920904858,4.0,0.0872789557385316,0.2612196753507559,0.2237601373480881,0.3057911894784322,0.2755102140571411,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8663025420345114,0.0982027179844275,0.081730981091108,0.9737611505815732,0.9588725191990468,3.0,0.1639494584284051,0.2564836489458617,0.2187364563441673,0.4062759473500548,0.3735442963633084,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8707097170424506,0.0977692934721166,0.0816449810476439,0.9727357090522292,0.9582819483183764,0.0,0.1066471888562797,0.2524356351463872,0.2136333479524879,0.3425036448191809,0.3150335242082835,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8706986231301946,0.09752877673169,0.0812697602807958,0.9731754859612924,0.9584878565545476,4.0,0.0990370158810054,0.2564651646341694,0.2162921788548195,0.3242303159204147,0.2950020230559365,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8672574958807526,0.0981910483871144,0.0813741674178938,0.9717736692738066,0.9583354980783428,1.0,0.1297488207206752,0.2583912962808566,0.2207448976751438,0.3623300374964298,0.3354104234994447,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8660776864614907,0.098312881703275,0.0812678437809218,0.9705672883268706,0.9565152300763544,3.0,0.1430779326356008,0.2593764196572307,0.2198349741200828,0.3794302923313767,0.3577521582720189,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8692516469901188,0.0976510271063028,0.0813234465635503,0.9718166814484724,0.9584785286841032,2.0,0.0973943749626021,0.2611016267756186,0.2213049519406424,0.3219184984393124,0.3053970609427305,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8723394469059291,0.09717950051665,0.0822691615552106,0.9782888021041468,0.9632048224153592,0.0,0.1112723767627048,0.2512722393786142,0.2140788130233648,0.3506293781043459,0.2921312974743532,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8755129728539964,0.0948727549426705,0.0800307648539046,0.9789044462929908,0.9631839672593594,4.0,0.0943492598983325,0.2658358685849959,0.227032134752254,0.3102412910437949,0.2837143319034488,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8713996494758429,0.0974027700554662,0.0824293247466805,0.978006829806198,0.9614555786153012,3.0,0.1194797201851279,0.2520938892999606,0.2123294199424827,0.3460165816973716,0.3429053146285635,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8710196676425901,0.0966354528471679,0.0816191383593426,0.9765759099903808,0.9623070613809476,2.0,0.1125356875013463,0.2625317325074445,0.2227972623420909,0.3373623276617131,0.310860859151317,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8734321847977609,0.0964567786570223,0.0819136487545509,0.9789968608434698,0.9623979115077076,1.0,0.108871210222194,0.255389678789185,0.2147765000869405,0.3371571777314205,0.30725854282842,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.869829671942412,0.0977871265370105,0.0825003941368612,0.97763593722137,0.9617926824181358,0.0,0.155445847531334,0.2490298161778716,0.2139513653215568,0.3946417548720408,0.3652558803614577,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.873993952334637,0.0965892140181541,0.0816886056324082,0.9776712862834588,0.9605798099737516,3.0,0.0845390011980388,0.2550601930868599,0.2178386157104474,0.3011877565763611,0.289353776170057,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8724119273902621,0.0961716721763111,0.0811590672435905,0.978282937200791,0.9617557534481028,2.0,0.1144992452433213,0.2615057854329463,0.2226189161947387,0.3403542264549244,0.3129468963931822,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.87527561307975,0.0958329711292939,0.0808767278647218,0.9791910694607702,0.9633982935713332,1.0,0.0770193104724838,0.2590738506026931,0.2229914161379966,0.2956689915729977,0.2724808401294434,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8729436934579691,0.0959701294970756,0.0810510437432078,0.9782826117471752,0.961394434656754,4.0,0.1077651645946357,0.2617294433136486,0.2207154857403891,0.3369511910232629,0.3074093771018793,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8745681443996628,0.0962898449460553,0.0815106233305356,0.9784766120018756,0.9634960827802476,0.0,0.0837531566110697,0.255885177170748,0.217906848000465,0.3089694968956389,0.2842273902620683,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8745078186173365,0.0961076564415843,0.0811846049667177,0.9787334500495636,0.9644931557337796,2.0,0.0713802062767198,0.2592575801191369,0.2227327949853854,0.2960012324484264,0.270503585783979,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8726802948062458,0.0975681248905156,0.0824428320152289,0.9772345536707454,0.9609428410728952,3.0,0.1063864435891238,0.2468224938311641,0.2084831159014329,0.3319749145364384,0.311816974302561,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8706467158750306,0.0977339331836455,0.0824756920389041,0.9777061784228008,0.9610870067775182,1.0,0.1366303017302237,0.2491316049814385,0.2116347818189198,0.3709674136000941,0.3497334727231682,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8748853827392414,0.095381724728052,0.0803366384408024,0.9776191249742042,0.962287699804607,4.0,0.0640211289789044,0.2673263538560953,0.2280569780791104,0.2671650961542468,0.2563493332008378,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8737913732570661,0.096316913119451,0.0811607173528412,0.9770071200056134,0.960054392187708,0.0,0.0933414684874025,0.2576854962195112,0.2180054816321785,0.3172685623205792,0.2878354214951961,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8689099400047722,0.0979708607056881,0.082928421669923,0.9777859921989778,0.9625743279852526,1.0,0.1440582028063078,0.2523268604306113,0.213583052931581,0.3814779182274082,0.3508067110316703,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8718560634777469,0.0968283733929663,0.081971022787993,0.977107838647718,0.961596102397689,2.0,0.1251950961878417,0.2554556638710888,0.2155306960230732,0.3542822453499279,0.3124054731904034,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8735157878517774,0.0954344535752886,0.0803050401109234,0.9776907868472576,0.9639179988998392,4.0,0.1018761376361974,0.2667852225743193,0.2290485669224211,0.322471362938657,0.3024851985709133,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8722014385037373,0.0970034387385762,0.0817093051892746,0.9773487666432398,0.9614462538778864,3.0,0.0846352973490064,0.2578644994870235,0.2204105768887264,0.3120216348506099,0.2666917024266941,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8735712990212472,0.0967158239415878,0.0814875352998433,0.9780309111764176,0.9624640159949528,1.0,0.1074275769373325,0.2521744857090618,0.2153645541854423,0.3344452840951052,0.3172291538938162,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8718224665165792,0.0966940802173682,0.0815325639031821,0.9774561964375746,0.9630723444218,0.0,0.1051707835878469,0.2599185005012789,0.2236138678547226,0.3258831136479385,0.3056411983231623,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.871832248152622,0.0969875724231508,0.0811883979932555,0.9763642546907308,0.9613935623915034,2.0,0.0973865046141473,0.2579173456746668,0.2218056286171912,0.3201744518462781,0.29146533296184,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8719884697602689,0.0972867419210916,0.082220398568889,0.9761481883094246,0.958491217227254,4.0,0.0860942215622918,0.2553617472324024,0.2152052554859888,0.3076857472769324,0.2875023271500774,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8735047462399796,0.0965605937220114,0.0813910502577907,0.9778243529995712,0.9619627982304464,3.0,0.1068401495602434,0.2543354262381844,0.2170955870294099,0.3316972205969718,0.3114877228710337,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8704998178596497,0.0979284101375564,0.0826616209297994,0.9770346529278012,0.9610120601117326,2.0,0.1098434028989951,0.2514249791636214,0.2146053005953267,0.3371053801465088,0.324616959622546,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8736458263556071,0.0960868435047003,0.0811587445053615,0.9782292348970942,0.9625534511892654,0.0,0.09557549654626,0.260364371833062,0.2211913492756887,0.3159471578068905,0.2760532880858795,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8708180635599749,0.0977585736052777,0.0823323688283574,0.9757567388377216,0.9597616589517888,4.0,0.0873478161011215,0.2551676355537553,0.2163919910384443,0.303650868849443,0.2851117807590005,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8732336917429631,0.0964030815153118,0.0812044897121225,0.9770533100420632,0.9605093401748545,3.0,0.0786085676313923,0.2609238782110145,0.2201199088310098,0.2919792919537772,0.2927895096596719,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8724946938097126,0.097233198297962,0.0821711331172287,0.9777593746823764,0.9614593836355678,1.0,0.1035922814210018,0.2516817924078384,0.2116549146350239,0.3299105163720988,0.31801652491223,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8697848855951749,0.0982212778024557,0.0821678250543948,0.9744717947609668,0.9576886289620604,0.0,0.0778715549643072,0.2556672450873184,0.2165685472093975,0.293845536057875,0.2631191780367854,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8667384013324999,0.0991939885708812,0.0829614798127278,0.9725797124243878,0.957761441703636,2.0,0.101036326103546,0.2537614638273088,0.2181056321296634,0.3355725165121827,0.2939547695331671,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8687038116791699,0.097853059619396,0.0819251907955772,0.973864121680557,0.9596693486479914,1.0,0.1241770756335789,0.2572479690365728,0.2172936511996102,0.3542305674750836,0.3219820532547622,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8711198525130377,0.0971384077388467,0.0812844587684575,0.973848864932914,0.9580304230958436,4.0,0.0613881654823352,0.2642159467675177,0.2236887208308883,0.2781362927870119,0.2624404534790969,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8679666586467543,0.0987184030994144,0.0821125029101633,0.9719942344953394,0.9581091034231642,3.0,0.0993138177370333,0.2545656546615509,0.2161833212950732,0.3212018320266801,0.3199318265333381,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8669800284095652,0.0990418099302555,0.0830255676663908,0.9729996077694656,0.959128234254288,0.0,0.1239379936169224,0.2511553104538032,0.2123133145069622,0.360126836095592,0.3395723718594474,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8652264677048738,0.0999149079619985,0.0830186482837401,0.971509504877754,0.9552281134213154,1.0,0.0977778180743157,0.2527854511163713,0.2164848510382413,0.326581008232827,0.3107005406277527,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.866728736052638,0.0991202808435793,0.0827102612381053,0.9729824574306624,0.9564177314835508,2.0,0.1196483569654772,0.2524100477533822,0.2142952711809361,0.3478888534540997,0.3268130491448954,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8710971070683087,0.0976702891299164,0.081478166105781,0.973502043371716,0.9563163912880728,3.0,0.059560139744506,0.2588310805603835,0.218868147980536,0.2760577518428038,0.2524579804402843,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8682364057968817,0.0979214362581678,0.081733672314236,0.973797569654126,0.9575579989638416,4.0,0.1170514552974866,0.2592705552344164,0.2204138820890675,0.3438649746225108,0.3101328866183538,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8668904452837551,0.0986466347834296,0.0821463680213289,0.9724040453407616,0.9579876645796322,0.0,0.1075764178939165,0.2583398161375479,0.2190134200113611,0.3332672393377377,0.308391559170734,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8663798287744043,0.0989919299436561,0.0825669133549299,0.9723027277861128,0.9573700539784556,2.0,0.0976597813924113,0.2581435087698036,0.219023231082288,0.3193790539772151,0.2850861458003619,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8676048971902754,0.0987923783277731,0.0820446818437604,0.9714087917808109,0.955391148555995,1.0,0.0599779731274504,0.2606719299790925,0.2225261729968667,0.2804438141338833,0.2418500955303482,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8679357736228517,0.0984599778602847,0.0821827342872536,0.9724796903134988,0.9578736329603112,3.0,0.0889769722288205,0.2588047154545821,0.2203371429494063,0.3143775923030709,0.2870418575876327,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8679385136246109,0.0984720341773503,0.0826619009251155,0.9732502538781556,0.9587021496231948,4.0,0.1091307010649105,0.2559017852365173,0.2183224683674523,0.3380654516761736,0.3022365255546338,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8703629962571798,0.0971003775300748,0.0818313678942777,0.9751918686962016,0.9608118828542548,0.0,0.1192556062108379,0.2592985805302348,0.2175410177353549,0.3510864621237897,0.3282967069773498,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8712768606541388,0.0973653876856637,0.0817019969394137,0.9733859861229726,0.9589075400411856,3.0,0.0752501671117704,0.2590176297083303,0.2209697840340959,0.3022233737407587,0.2811824236598272,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8709492181022085,0.0967463356736613,0.0808647619272295,0.9739909391649956,0.9578107504976484,2.0,0.0861182607217769,0.2646924516707093,0.2233445210088646,0.3164707552655222,0.2976374076684834,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8701963854517916,0.0972684779862702,0.0813920736185235,0.972616711140924,0.9569638977266166,1.0,0.0894613435840325,0.2624046108409311,0.2203851331044985,0.3215409092028186,0.3072128208296085,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8689931156582844,0.0969724203681638,0.0814743754238325,0.9750617091724356,0.9601724555474832,4.0,0.1231344969563272,0.2645455173616543,0.2260244567154925,0.3531511599646673,0.326465914116717,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8697900862535024,0.0977099336016916,0.0819830456476566,0.973946853048758,0.9576938734857344,4.0,0.1194183827667555,0.2552344867482657,0.2165814939433612,0.3537712140663425,0.3138836402806214,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8704801487044452,0.097266021662824,0.0816957848689245,0.9738602370217676,0.9596574740940024,3.0,0.0923647353751295,0.2610644326167267,0.2207500103837978,0.3198551291439763,0.3034803142376833,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8668174949623141,0.0984944527685231,0.0826970263449243,0.9732595231053704,0.9590545704124492,2.0,0.1357276658834574,0.256125742395053,0.2172944165174126,0.3712403716140851,0.3300543232408925,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8725108267610621,0.097375486521597,0.0817431156851858,0.9739496475786922,0.9591447730646376,1.0,0.0628739488687202,0.2556694878385593,0.2165601411165916,0.2907687168197787,0.2660031834390515,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8700003127259016,0.0977195194776717,0.0823855637759626,0.9745052078251666,0.961129173311659,0.0,0.1171033261386118,0.2544759062985035,0.2160423434265009,0.3517604625646918,0.3419762975411337,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8701903643670591,0.0980105173423492,0.082446787297464,0.973395164086052,0.959552339751634,2.0,0.0937430440138002,0.2533848644286562,0.21403168144856,0.3223042572729467,0.3086508573071114,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8697045081740928,0.0984170158243982,0.0825585795714628,0.9734092218651856,0.9597570345750606,1.0,0.084689867782276,0.2528357340124558,0.2142115783847084,0.3160897463539193,0.3021086202447993,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8698522558556235,0.0980012995434283,0.0823029011303557,0.9739034303972722,0.9596877041518784,3.0,0.0815126185007845,0.2572742610127572,0.217254879548272,0.3127901837720381,0.3004796415706744,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.872569643910366,0.0970436046165323,0.0808809387401304,0.9719002336633962,0.9575375709659552,4.0,-0.0007442115452511,0.2677072212610353,0.2288433302847796,0.2075449519957985,0.2081369232092399,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8698322047193388,0.0985496711799177,0.0824568529749641,0.9725538255072984,0.9571486393001972,0.0,0.0621438223422191,0.2539941239679103,0.2136555351711374,0.2873667687149382,0.2629079879725808,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.868408825154373,0.098793141780887,0.083013249122608,0.9728997546448916,0.9586546216287354,3.0,0.0908577502351086,0.2528435700181224,0.2151040664574129,0.3283322376533653,0.3072466630621597,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8700986018249545,0.0983292176481119,0.0824533779967681,0.9735717622443274,0.9597325626267362,4.0,0.0914954485789188,0.2506077965889502,0.2136018136858167,0.327415508187784,0.3321871456014083,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8706847975049794,0.0978710867790684,0.0824366924961106,0.9738891038255698,0.9583377435758956,0.0,0.077709563047261,0.2557913343774544,0.2150794595618221,0.3086559898997809,0.2859723560897568,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8700313375074873,0.0978316031330025,0.0820816320390791,0.972958772586772,0.9569764264682878,1.0,0.0768764209883865,0.2590373096167919,0.2210666489752996,0.3038834361958695,0.2807683980258492,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8689520727610164,0.0979473080107123,0.0820065591040138,0.9735148585603084,0.959329821667453,2.0,0.1045690320755656,0.2581179197470341,0.2210757219238562,0.3326077833446556,0.3147274722140876,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8755601979268169,0.0960091594094937,0.0807096060018266,0.9746963801861503,0.9585697868655592,4.0,0.0097423771347181,0.2647547682813093,0.221683902080301,0.234198189368903,0.2129984661818217,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8684914591985444,0.0978305332992927,0.0821906443212735,0.9746759136471924,0.95798602985046,3.0,0.1400134789030706,0.254881943882464,0.2156891740478901,0.3799744604964701,0.3554218911087926,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8697811645982964,0.0969862018479594,0.08093543642037,0.9716789344902264,0.9570067299248824,0.0,0.0743692171874713,0.2692768122222262,0.2285696582752995,0.2921203235593936,0.2764016688145439,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8685938589705644,0.0984038669319673,0.082451088803953,0.9719411969876716,0.956982884705736,2.0,0.0814146746062087,0.2579683707593522,0.2173430389895696,0.3050085706010977,0.2938615382353641,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8678289122785732,0.0987073279507357,0.082902295325446,0.9732360896690582,0.9566760322391766,1.0,0.130478638789556,0.2508232387264746,0.2107829235962957,0.3673142881387758,0.3386548649797142,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8677192046067623,0.0983132587719875,0.0823587225683929,0.9732468690393354,0.9588869745154488,0.0,0.1169075112136841,0.257240326062946,0.218829770647156,0.3491493627923966,0.3194462097586876,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8704671921513586,0.0977530854280857,0.0821598447569853,0.9739099824730056,0.9601486345110511,1.0,0.0728684826597065,0.2582164067718773,0.2209403781652418,0.3043221458739548,0.2885607558423739,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8665109094770868,0.0975516347054586,0.0817050798593684,0.9729305000963936,0.9586713235881856,4.0,0.1491491771381689,0.2640118184074393,0.2245063814699792,0.3862734111264371,0.3648027942946792,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8692123683932056,0.0975173887689045,0.0817435053249563,0.9729621127095468,0.9581610024725884,2.0,0.0942807670411054,0.2631076066832419,0.2234302167200872,0.3155293305314374,0.3044676821327028,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8676018431709711,0.098203921595958,0.0817889064046957,0.9715921194172256,0.9560852677973044,3.0,0.079370455627545,0.2643304168740354,0.2234389787757,0.3023007603060043,0.2794905396651123,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8649098522770758,0.0998134746794138,0.0828492054862168,0.9698032855325334,0.9562286951099456,0.0,0.1295632274527713,0.2508104733065601,0.2123928734827264,0.3684569458112662,0.3406468808102568,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8676989260906163,0.0979566591555691,0.081117907637981,0.9689379010373896,0.9563600622605344,1.0,0.0796145723075251,0.2663716147437224,0.2244531202823178,0.306069147691857,0.2733479381080119,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8633337350770989,0.0999063124011745,0.082548724793252,0.9682092782469612,0.9529553510402956,2.0,0.0813391941744893,0.2627265507541618,0.2228280034472489,0.3026453135836972,0.2803847147739845,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8655989168437045,0.099305841710925,0.0824900547186054,0.9680824716569022,0.9540896873063378,3.0,0.0381975777839564,0.2663707773523103,0.2236778451255337,0.2558590748680854,0.2606176949209572,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8629207004525065,0.0992582900646802,0.0824071897005368,0.9700593450918334,0.955484431005878,4.0,0.1488135312045552,0.259873957766172,0.2196721704116429,0.3908748278711922,0.3471945652819473,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8660211601920299,0.0990295231038636,0.0820792899693195,0.9693437550935696,0.9557842267352236,4.0,0.1035523928859029,0.2582088221381762,0.2178843874578817,0.3422644045123077,0.2816678773176853,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8669280552919778,0.0991146824853854,0.0823755773618836,0.9696163963195092,0.955266639720438,0.0,0.0643821688921388,0.2595016444877342,0.2197157648092175,0.2931457899038452,0.2843277434898885,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8682292143402738,0.0984665309162631,0.0815068113746858,0.9691108598831674,0.9534870997038852,1.0,0.0407210726553095,0.2643133335485065,0.2238523177149647,0.2612281427865565,0.24312989517234,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.864346687126008,0.0997742981537148,0.0826262531354163,0.9694985497722854,0.9529076230310376,2.0,0.1010795116038569,0.2573656218093468,0.2180873226343846,0.3306449274274357,0.3227799912282018,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8669321692949424,0.0992191749327459,0.082218012599647,0.9686194661912132,0.9525601602149024,3.0,0.0562605120639023,0.2594793283380448,0.2189203602382982,0.2787369259209244,0.2704954643056612,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.864461109870132,0.1000516316582314,0.0834072833112804,0.9693655502462576,0.954682439318352,2.0,0.0580861531225497,0.2601406233939047,0.2195495838084904,0.2901441939475422,0.2498655920451746,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8632846193505085,0.1002493727151287,0.0830666085730338,0.9696721597631288,0.9542111994726332,3.0,0.0938331983799615,0.2575661003318759,0.219121523035078,0.3297709630771526,0.268693374717665,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8662517103417312,0.0994297117204433,0.082878601189612,0.9685445337431822,0.9538923759284074,1.0,0.0779110290121459,0.256933071015173,0.2168373608020283,0.3061932235525337,0.2773537744652362,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8663268603504721,0.0987318518881886,0.0825001024042496,0.9703116185931342,0.9568599215123136,4.0,0.1061996402239761,0.2598446032860719,0.2197268947420865,0.3337963641903648,0.3168309355421114,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8619412488830103,0.100896467492775,0.0835916082011426,0.9673900600231122,0.953588226229402,0.0,0.100971580849645,0.2549373483474096,0.2156872012138188,0.3286503195309026,0.2985459634390921,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8699937573506742,0.0984622861225966,0.0829742064159851,0.974518886866932,0.9585548692205864,2.0,0.0475711998328395,0.2559669908974283,0.2178623356561028,0.2659558082621872,0.2633531085264977,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8663382661368252,0.0989925583211188,0.0832681966801142,0.9739086229214912,0.9565322872778548,0.0,0.0885696985231868,0.2595643176022431,0.2186109160923407,0.3128286579340125,0.2936747134225296,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8698678860573131,0.0977118197786557,0.0823691555767325,0.9759926384910432,0.9587839298743088,3.0,0.1100033916082204,0.256242475162658,0.2183435474774231,0.3359882263825072,0.3103983619634523,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8717889320825801,0.0965079966336352,0.0810560101037751,0.9761319268339778,0.9591165707080366,4.0,0.0711849918389954,0.2666383023635358,0.2282253079405675,0.2919780476073571,0.271558293433739,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8666595052134278,0.098979036006804,0.0832047130701371,0.9744446232468922,0.9573548561717724,1.0,0.098626061985624,0.2564267979654385,0.2155084682118109,0.3268352242869022,0.3056435507503666,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8669294394507286,0.0985183582288414,0.0828248358315359,0.9748514005054812,0.9589379354117016,4.0,0.1021035428238243,0.2603930141393959,0.2221265844113615,0.3253826966329121,0.2987281916558196,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8673960887647507,0.0987962411308517,0.0828844692915941,0.9734060770598956,0.9570556790131348,3.0,0.0753713873731083,0.259463534546093,0.2220677529173724,0.2917160327984772,0.2663983209260627,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8687420142515326,0.0974519865716852,0.0823045998503871,0.9759818136606822,0.9614243743063066,1.0,0.1169794491215344,0.2621903703138381,0.2210655296529982,0.3449893147301955,0.3152400943104971,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8684550405166624,0.0983756403247295,0.0824487481696434,0.9738527821299324,0.9589636150766352,2.0,0.0654209390046548,0.2611800794955626,0.2227167104383255,0.2823626112442969,0.271818510152227,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8692866759924749,0.0977852451580688,0.0820838658017874,0.9752382814189996,0.9593356818203508,0.0,0.0965091196983749,0.2596935005454349,0.2204661661541427,0.3227658239974903,0.2749687437752091,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8668729926333354,0.0990052204849749,0.0833423528018964,0.974785184185917,0.957720915924902,0.0,0.0985442009239163,0.2559845928873998,0.2173241221485959,0.3236090794536823,0.3092500161630254,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8693740667187431,0.0982606469196452,0.0825525763571481,0.9740911317961832,0.958622491310008,1.0,0.0434930764444847,0.2615991380885097,0.2238688278083808,0.2552273266143564,0.2277118971367708,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8674412325795678,0.0990233901720855,0.083363578374888,0.9741984946364,0.95830987866616,3.0,0.1018417968490679,0.2531268322698408,0.2131459436274509,0.3303200264027507,0.2927415879966146,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8709725648456057,0.0973294077139448,0.0818677355929139,0.9741278040479168,0.9593680242058668,4.0,0.031983889179445,0.2667549322147025,0.2272388359845255,0.2358043793252811,0.2395692311931442,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8688527185093398,0.0982861457889403,0.082680384508346,0.9739020108116156,0.9575211177265304,2.0,0.0580040105915087,0.2615132998063591,0.2217825609978966,0.2674648898540221,0.2509365643585506,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8668046937984023,0.0984227471746173,0.0824709550137395,0.9734739349537648,0.9569684339815876,0.0,0.099432865178171,0.2620212117569883,0.2234912264834128,0.3226910848039924,0.2974018229028436,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8663655605818805,0.0992149040587109,0.0835192725597444,0.9741710632546507,0.957114974810108,1.0,0.118011923020992,0.2529370838368598,0.2131570026627251,0.3498751351467741,0.3229572335423879,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8678625293222704,0.0983937914416035,0.0826852415985838,0.9740263132515964,0.9574037701365146,4.0,0.0649509518974239,0.2633688538640307,0.223154641776737,0.2778178902762959,0.251103198870143,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8691576713832054,0.0981411953041672,0.0822002103937085,0.9746387407497072,0.9589732283324336,2.0,0.090718460564397,0.257309806933776,0.2198897953407774,0.3140052130564633,0.2965851307231605,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8682014636850949,0.0979983057401905,0.0825199049987947,0.9742143460209808,0.958807010369033,3.0,0.0757580644160015,0.2646977756091294,0.2230766782392798,0.2940410903738902,0.2767477914129754,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.871327493231292,0.0966769178425875,0.0811087987542993,0.975440784230978,0.960036635709254,0.0,0.0540489544711936,0.2693937861579641,0.2301137000603829,0.2738674081044742,0.2416849468891082,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8678904071838149,0.0985644896831937,0.0827526053403993,0.9733697635355496,0.9565109236658756,1.0,0.0971877961824752,0.2569009563048644,0.2166748704398755,0.3194329733581567,0.2910944697415243,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.86884736572773,0.0981203359622614,0.0825830760900974,0.974373487107389,0.958876305960098,2.0,0.0866535795155903,0.2593388047851693,0.2193652451792311,0.3081909127823821,0.3011355125831857,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8679908601684799,0.0981436143935735,0.0826481453902234,0.9747596864312532,0.9592923200701724,3.0,0.1117369857346771,0.2588111938440255,0.2190469496100617,0.3381724625119517,0.3083409759076874,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8670168142109579,0.0989221892928634,0.08307212249098,0.973476241015764,0.9566546049978064,4.0,0.08784643074232,0.2579140681638621,0.219432755768812,0.3062219581192417,0.2888981190223693,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8693707718055578,0.0977360208296892,0.0822959248014928,0.9744028527435392,0.9574160266129867,4.0,0.085025716743637,0.2615475426390931,0.2212804641548421,0.3034257223992089,0.2830617907486294,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8664036809123742,0.0986081061129811,0.0826641920730357,0.9746957471942777,0.9566734232125568,3.0,0.1130136116868198,0.2596438411194193,0.2193370299265951,0.3427440951332058,0.3201643959584195,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8651667797151619,0.0992071235206676,0.0833120059520839,0.973932091799776,0.957219551808957,0.0,0.1252092406208591,0.256123832744445,0.2161868267561864,0.3600310673917544,0.3346631676979726,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8643869462715166,0.0989979943473497,0.0828347053232618,0.9738941995952318,0.9575284051495918,1.0,0.108419525476705,0.2637772394343048,0.2259403762432509,0.3335279382012248,0.3034597538986067,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8682781525729565,0.098450337762716,0.0821344695349187,0.9722592270047395,0.9559023013957196,2.0,0.0427494574231385,0.2642281585311432,0.225053629960903,0.2634589296954548,0.2403966361588473,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8645513957667754,0.1001988976834695,0.0833435489278722,0.969081311904958,0.952714728532298,3.0,0.0783054019754455,0.2553853631432284,0.2174705367966077,0.3068418003701537,0.2900751050358688,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8599887154903705,0.1018953342805322,0.0845723149689126,0.9683360167888656,0.952748441678062,0.0,0.0774600462281216,0.2552555114666457,0.2159028139081719,0.3060237204105545,0.2785214844948363,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8625359884486945,0.1005469541999018,0.0826456268472469,0.9684207002250323,0.9515594061707184,4.0,0.0683732435555518,0.2608336760853165,0.2199691093756343,0.2890631693444839,0.2492152822097787,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.86363373818208,0.099461419477248,0.0828873141599874,0.9688667662653908,0.954565111472672,1.0,0.0514232764108395,0.2704159152784839,0.2299801458409451,0.2680981303286522,0.234770350265372,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8659104872859961,0.0998511301064082,0.0826235133492966,0.9693125118888763,0.9525502158864316,2.0,0.0278028955229276,0.2605666766166388,0.2204830079568059,0.2432470677598667,0.2322868836247056,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8633598639683698,0.1003612970887097,0.0837517793449851,0.969786699372273,0.9547501214791956,2.0,0.0788104551936483,0.2572990466517116,0.2218040483663821,0.3216913855827257,0.3023819475542896,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8637923296091178,0.1004587713578967,0.0832307846395238,0.9691835588357413,0.9525766833218824,1.0,0.0627746655141386,0.2577749887794384,0.2183972687045832,0.2868215011424516,0.2321161666232543,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.864937953472166,0.1003855272100117,0.0834809958703243,0.9705316489172506,0.9531230170566216,0.0,0.0718128650728751,0.252651281355175,0.2158032515740156,0.3033594794835093,0.2763311175712278,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8638536358099571,0.0994692667197628,0.0826417214567078,0.9697238963379744,0.9532131981737682,4.0,0.1003245790523894,0.2624224046288341,0.2231699783826574,0.3262832892314147,0.3039439868106653,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8618201781999576,0.1008482392746266,0.0840046884417704,0.9693170926817234,0.9532965612353907,3.0,0.0869067579864011,0.2577178773701954,0.2173475449646261,0.3078707737263042,0.2989741137859364,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8642171282345164,0.1003929082863713,0.0835161050739955,0.9686563945204753,0.9529317916163362,0.0,0.0782641409870953,0.2546578093748737,0.2136494346343483,0.2971945280261497,0.2671387639124649,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8678164773834653,0.0987331614326769,0.0823191197464148,0.9717647690730018,0.9556672269302614,4.0,0.0697599756172233,0.2592986160906693,0.2179582789347623,0.2915607060929562,0.2636822477760216,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8617954856473595,0.1008714403241861,0.083881865569134,0.9701730207108008,0.9539790287134056,3.0,0.1127626817923086,0.2540997838862104,0.2162111661186214,0.3451442012679252,0.3213914789640341,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8641068446201147,0.100134017382052,0.0833995254519248,0.9703255585517716,0.9549634072485418,2.0,0.064528391967083,0.2595037891199495,0.2199350346713885,0.2912245822165092,0.2610618623966354,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8591245332201329,0.1016862451220447,0.0846215807871109,0.9679661616805654,0.9537559852782728,1.0,0.0976910742200348,0.2578339875280089,0.2179948555291682,0.3242725206593427,0.3014121635972122,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4087499190934015,0.207099136409702,0.1661260711477164,0.64294141060335,0.6164567710512522,4.0,-0.0124475915642641,0.2790652450508892,0.2290105357781777,0.2543420951539292,0.2284369270716137,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.414316237857725,0.2064183941493982,0.1639003924105867,0.6470655708856239,0.6196176555697108,2.0,-0.0601687575923126,0.2840233591492691,0.2353571207853341,0.2204372284802634,0.1961182965085462,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.411373717864505,0.2095560974223187,0.1674928897538313,0.6444923515033291,0.6158736056229709,1.0,-0.0789516342020937,0.2724622246796345,0.2250658177901331,0.2134759325076333,0.2089554020179309,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4167241874503476,0.2067771145485832,0.1652089966513491,0.6490282309431079,0.6225608605044823,3.0,-0.0680032368864158,0.2812127490550026,0.2335415362396438,0.1987557582917103,0.1817031276625628,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3978706181354715,0.2101370453908287,0.1683610172561796,0.6342636971464473,0.6040339823498734,0.0,0.0161144143081811,0.2696736020557541,0.2228724517094129,0.285531322467143,0.2689051506541945,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4037384088217032,0.2093429126681887,0.1676153706167028,0.6388024353444506,0.6115605793792096,3.0,0.0087932031806715,0.2691196379488821,0.2227751731808201,0.2744095544420624,0.2633793555209054,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4173640415597448,0.2070406682974004,0.1644206688804053,0.6491789780048751,0.6242368036544143,4.0,-0.0838530195061773,0.2812228400503404,0.2324399832209505,0.1914107949157505,0.1780538436721861,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4115979278258207,0.2069674162488227,0.1658633917533033,0.6446560166276392,0.6207029375140092,0.0,-0.0448939574972699,0.2816908561595487,0.2324538530858698,0.2419208377437333,0.200058091663018,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.401277285145766,0.2075149402738929,0.1655367278745052,0.6367544846050688,0.6070898989449958,1.0,-0.0224096727064442,0.2842863903399089,0.2345626249425268,0.2627160858904709,0.25040398377984,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4072418342735499,0.2095925310891697,0.1674065575069662,0.6417107738660696,0.6155759721518897,2.0,-0.0247499888658409,0.2694131480758062,0.2238076402835533,0.2582510557686582,0.2323174363120901,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4106404748010525,0.2084118072439438,0.1664406873973767,0.644298827647793,0.6224609343587388,0.0,-0.054136138302109,0.2762944960047088,0.2304184748020564,0.2336823228202424,0.1887578097225616,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4064191905978995,0.2094193581744679,0.1674567647378907,0.640770072947115,0.6134687199226916,3.0,-0.0701204436459568,0.276976491992795,0.2295447435055488,0.2439721686127526,0.2201684566622553,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4074383147636038,0.2081293482284064,0.1656821049232088,0.6414963254872392,0.6133008333070661,2.0,-0.0490582705125206,0.2798116958875277,0.2318776095589217,0.2387797449250005,0.2178289792706826,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4033684191171751,0.2103045809302853,0.1682531294968846,0.6385889507599669,0.6074642669783366,1.0,-0.0206163518458972,0.2686940474940368,0.2213733020658462,0.2648846818905413,0.272570892053949,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4043162477988022,0.2094893083454413,0.1671190966660716,0.6388789626516471,0.6132763296356377,4.0,-0.0019963038174568,0.26967173931488,0.2216373706270853,0.2726913547379813,0.257995035666252,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4068646525989451,0.2089412434601387,0.1675517717048197,0.6412124828006832,0.6144706342540384,0.0,-0.0466242318932723,0.276145124747106,0.2287010296563033,0.2297740497332378,0.2130764063255213,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4131354656335788,0.2081472632342533,0.1657554012904182,0.6461784410043943,0.6209426322541501,2.0,-0.0739536507037756,0.2778378156845743,0.2308947343165441,0.2299426655433263,0.1831294765803009,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4055058748625172,0.2079507078733902,0.1658462617616329,0.6399836917618622,0.6127613142729552,4.0,-0.0151009364943246,0.2782830592442412,0.2293302564618324,0.2607127542249287,0.2301414583031821,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4166200580163124,0.2071221124572876,0.1647892109846356,0.6488314662006892,0.6248780859221403,1.0,-0.0760446674498478,0.2803751572887206,0.2302571405660599,0.2367102644987124,0.193982065982636,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4065650170114093,0.2083477697485364,0.1665390355039302,0.640555301020713,0.6114770372378876,3.0,-0.0522756411347464,0.2802851140827408,0.2298048445092189,0.238642834793704,0.2274059876844513,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4137665547771759,0.2071764846961491,0.164294558858917,0.646600135374261,0.6212769704702253,1.0,-0.0704294885609997,0.2814756986756354,0.233919949363143,0.2173783009918267,0.1947756770398571,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4051353239849331,0.2104346016849095,0.1687222605207571,0.6399492731940086,0.6110560015066536,3.0,-0.0566711787558689,0.2708134133200997,0.2234938982058791,0.2260462494969703,0.2144018525278561,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.410309056155633,0.2089530448538187,0.1670086653079811,0.6436940691168622,0.6200086325736465,0.0,-0.0713030797413234,0.2754651902559205,0.2258667627905053,0.231153394789331,0.2121861937217156,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4027135241631343,0.2101838581348744,0.1675091819672114,0.637761954211294,0.6104373113194851,2.0,-0.0024194858135964,0.2674941559870635,0.2199007951694638,0.2714369491474835,0.2494608250070868,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4061169335710891,0.2076905677720315,0.1654812127724366,0.6404041682181878,0.6134105867490875,4.0,-0.0638371819156342,0.285683666183071,0.2324137169497423,0.2195867070376802,0.2090746529483325,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4155003989489844,0.2071481712909826,0.1650922362077781,0.6482555333354759,0.6214806983377487,2.0,-0.068046348337772,0.279961807241187,0.231589973060555,0.2293861881555244,0.1912790756561014,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4076455164839023,0.2089282700615093,0.1664058798864787,0.641880702632223,0.6147135966912248,0.0,-0.0182207526251749,0.2714176925041798,0.2270142265201082,0.2624671927329584,0.244992803166907,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4124022053690678,0.2071018263796732,0.1647554572240682,0.645758126828714,0.6186587982885752,4.0,-0.0576522164272994,0.2821511268633874,0.2314344128550457,0.2258136934696906,0.2037599147774794,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4116014932690323,0.2075771144703309,0.1656575224956245,0.6445951420196512,0.6225385142977723,3.0,-0.0959998057868987,0.2853247271072661,0.2345990801947931,0.2039759666411526,0.1731237246616554,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4131904358511977,0.2078235213282127,0.1655422825007755,0.6458103991816155,0.6188057532326133,1.0,-0.0940465357783855,0.2813593728952282,0.2353891223192499,0.2106062630224698,0.178708332681882,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4094712850186404,0.2097356698712947,0.1672435341269197,0.6428585773561626,0.6184749168531024,0.0,-0.1130844101017984,0.277133034675659,0.229745196313568,0.2039802607628404,0.1865573928854528,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.389357651561193,0.2116993442469975,0.1690961757793701,0.6269920965883502,0.6026257793593017,4.0,0.0347237997427551,0.2666952071233429,0.2220302638240645,0.2978143929837602,0.2661918256540472,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4072910074095953,0.2094688642672542,0.1677771738254005,0.6412725719527861,0.6119231342129083,3.0,-0.0554895480248818,0.2737086097987224,0.2243978174010424,0.2380854857921276,0.2355566730323424,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4054465296342646,0.2103817993095237,0.1683589396849815,0.64002025930728,0.6102132187750766,1.0,-0.0759976673107538,0.2734500414962812,0.225467172625578,0.2241167245606053,0.2126313075894444,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4016351950820376,0.2084537754437858,0.1665909635292632,0.6367242221785401,0.6091965246457381,2.0,-0.0306826109002704,0.2805117610827444,0.2327215865266095,0.252966740491919,0.2309632185190431,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4028639762916195,0.2090027741529706,0.1666588326386929,0.6373960065542423,0.6112902906329333,4.0,-0.0234380971159982,0.2764062228576179,0.2288622892615557,0.2545197808116107,0.2305095249272926,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3982288468138465,0.2118261651875456,0.1695315940440137,0.6340788741314263,0.6050556531292569,3.0,-0.0534661625936478,0.2696319569007875,0.2226153921867971,0.2606726980806407,0.2382196789161072,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4083526202356717,0.2090146614046327,0.1666989515529144,0.6417217838295142,0.6131263802200386,0.0,-0.0650626622054371,0.2767225202675967,0.2278088757347469,0.2286555718051776,0.2239298042278187,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4100458094195637,0.2084136281088258,0.1658059920729857,0.6437759213471627,0.6181678969953417,1.0,-0.0753808669000399,0.2796934807133002,0.2307381349059409,0.2309998316287971,0.2120236122580289,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4036783509117718,0.2100474016944875,0.1678351600557115,0.638110229154458,0.6100075511305311,2.0,-0.0345725906633684,0.2716126096805381,0.2251528584265391,0.244391495199036,0.2238638637684999,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.404179346412469,0.2106495488099324,0.168072264191631,0.6383530206788628,0.6115541114672924,2.0,-0.0749427623656044,0.2730418398427775,0.226148235461244,0.2178087390407672,0.1879871795352677,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4043077749849221,0.2091251215511468,0.1669981168951352,0.6389653638447744,0.6110561197457758,1.0,-0.0689356474726914,0.2801996904619753,0.2323699724444623,0.2281738867300305,0.2133710005618632,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4142383229267783,0.2086060690079514,0.1665871171900974,0.6463283783163485,0.6180874814064286,0.0,-0.120687655516195,0.2799733742472517,0.2298813041133207,0.197638210510826,0.1836464743842456,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4024724385232221,0.2089781853079677,0.1657572533779928,0.6372753044893686,0.6102272783629986,3.0,-0.0066615361934654,0.2745725124866298,0.2288567301230284,0.2741507641944439,0.2318042428287336,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4036342076244027,0.2090104186279166,0.1674442168941569,0.638149750097295,0.6084355613241336,4.0,-0.0403535859126604,0.2779530847746399,0.2291172701632595,0.2542931021048121,0.2296347257878507,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4106968150330813,0.2085579664676321,0.1673286427804282,0.6442341152281927,0.6175753259715963,3.0,-0.093284722886124,0.2805067891246158,0.2293944808862111,0.1870504364388526,0.1887157682119875,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4081625628043579,0.2094657484644384,0.1676126565177013,0.6428563324952463,0.6141177116305507,4.0,-0.0634445234374283,0.2740156590531744,0.2256740810345621,0.2337753964425817,0.2179754220352363,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4125347144598303,0.2084630737335988,0.1665764856370128,0.6462886391078992,0.6162069868551538,2.0,-0.0710875775439834,0.2763194282002342,0.2295097620513805,0.2288435628829071,0.2313259134718382,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.413268681873228,0.209144743142128,0.1664592882542933,0.6464554083237984,0.6176186170626434,0.0,-0.0780372699049338,0.2727733833484072,0.2260026145850108,0.2165413886654887,0.1947029839862385,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3922403352903002,0.2103031543211177,0.1682800416524148,0.6298849404337414,0.6010447743873623,1.0,0.0233592763338803,0.2724865724140537,0.2268869418838481,0.2927847765593492,0.2698247019442346,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4105771126810387,0.2074755080153004,0.1649139876868913,0.644571116026368,0.6231170368818376,0.0,-0.0540522620741106,0.2813128155954748,0.2354670430762609,0.2296512665344163,0.20757770777401,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4032077525454657,0.2098204817275457,0.1670632559494381,0.6383899632567303,0.6151143239948805,4.0,-0.0508640936566362,0.2753740849741668,0.2300597822997066,0.23285936656517,0.2192739469726924,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.408107330108941,0.2084232749607604,0.1656288188753656,0.642491337636718,0.6180259817733635,3.0,-0.0705500797693714,0.2808943393903249,0.2345524035643522,0.2149917751656103,0.1927977709204514,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4010051689962423,0.2103664395849379,0.1684552271894665,0.6370596872781591,0.6064727643586411,2.0,-0.0421611066573475,0.2731693282578208,0.2255862376480914,0.2376889518848967,0.2308838971416023,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4027690915082256,0.2102763594736859,0.1684380559956653,0.6384692959091137,0.6089107141034396,1.0,-0.0183563559748196,0.2689778102330473,0.2208417161068848,0.2509827266852947,0.2406482932807558,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.421964104825282,0.206202749652345,0.1649321307163712,0.6536049570145038,0.6243663777205628,3.0,-0.1230133209297885,0.2863792479703594,0.2391679503778668,0.1862187671647193,0.1784826839585234,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4117584936670159,0.2065989297106878,0.1653558743255398,0.6456644496191912,0.6171254928651534,4.0,-0.0593047541653464,0.2853911333534735,0.2376116480684064,0.2082671346440467,0.2007357277517809,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4090368895987483,0.2090030853246326,0.1660812038465694,0.6433399794973558,0.615303947018739,2.0,-0.0537491184148832,0.2746282145258626,0.229558593870875,0.2265763484532557,0.2086379543005107,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4167427142706568,0.2060098256980767,0.1634205340368019,0.6497798914063942,0.6252997844897106,1.0,-0.0792723653900586,0.2867432694487387,0.2404252358203075,0.2097892431910774,0.1873032796206075,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3992168919584462,0.2095559413286654,0.1680816737472058,0.6357636052923952,0.6058870549672745,0.0,-0.0177338924755248,0.2760800663782499,0.226737610264633,0.2636134092144508,0.2612756269403152,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3930190291863146,0.2114880565242802,0.1696326639474526,0.630782441909926,0.6005707383019916,3.0,0.0161479886120461,0.2670425536932093,0.224086949756642,0.285535414028027,0.2801499601034373,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.415204081957548,0.2080691854691623,0.1663859715257898,0.6482377528091002,0.6187882481345927,4.0,-0.1130451165044801,0.2813529890391056,0.2312009220674507,0.1849058872465206,0.1824237527296136,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3937121974511002,0.2115275143316088,0.1695971526525332,0.6307926165273476,0.6022986480023931,0.0,-0.0113444541125444,0.269780268528592,0.2241452063402505,0.2587716270833765,0.2442675044724562,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4047896140884757,0.2084671606672124,0.1658704970365658,0.6396057011592798,0.6145843503641012,1.0,-0.0708615835473511,0.2837835327293788,0.2364826345412097,0.2070012444111644,0.1838905347300253,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.407265686027472,0.2073890901241663,0.1651582322028755,0.6417519661056261,0.6160498591154767,2.0,-0.0457474683026277,0.2836512243981479,0.2348228851774814,0.2272487042378595,0.2140109790273496,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3989468448803064,0.2102730288206184,0.1673108644055345,0.6354639917814453,0.6096097588113998,3.0,-0.0435833207093263,0.276034248738682,0.2288125263575096,0.2392595744596393,0.2291856506024644,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4101052482343547,0.2079627449111246,0.1654849730621043,0.6447038502796366,0.6178998979921961,2.0,-0.0452305770431686,0.2781215248217231,0.2313241724787273,0.2292762946046617,0.2153973147549725,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3990007152302182,0.2088834313408392,0.1674265081096306,0.6354190116768142,0.6114173423374918,1.0,-0.0073973996010774,0.2782475413471073,0.2306158715133985,0.2433765985614026,0.2229032945119824,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4136611205869342,0.2068821146051263,0.1656415341699718,0.6470197495718222,0.6215733896532021,0.0,-0.0663891901937567,0.2833514309960211,0.2339012525164842,0.2045568902359829,0.1767251317683664,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.398512116376773,0.2097115738761106,0.1676001302492655,0.6347986299181811,0.6103022851315991,4.0,-0.0364942351252479,0.2784462608386106,0.2327103188917639,0.2338639670417851,0.2010104545392426,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4048194981549429,0.2087451774055047,0.1665412446710273,0.6399292761559265,0.6132325574151288,3.0,-0.0362467525186842,0.2772825006730035,0.2302306889319059,0.2378792560544031,0.2364302327014872,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4078485947127521,0.2090535313658708,0.1671693753359564,0.6420155900888092,0.6163791511583907,4.0,-0.0834975912010398,0.2794015039610957,0.230585748477415,0.2056111996654423,0.1913471687786482,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4057324678781532,0.2093444437759841,0.1668610885585857,0.6404313236276569,0.6155978213248329,2.0,-0.0561465373921212,0.276297088552258,0.2274578806055504,0.2289238755697836,0.1969293323652116,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3943376984543957,0.210348005701948,0.16769338146276,0.6318152250066272,0.6075775240475446,1.0,-0.0148518229678304,0.2759838833371202,0.2302808016552967,0.2460315318364162,0.2339072030826097,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.405850174549623,0.2091223127738927,0.1667279707604338,0.6409124203976079,0.6134946863909563,0.0,-0.0328028837232401,0.2742544022698363,0.2306244341501057,0.2349492703223723,0.2190103478628964,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4062821669230098,0.2078849454822975,0.1653275258852543,0.640550571696965,0.6120246613957933,0.0,-0.0811624183253438,0.2859937206115753,0.2346568890778453,0.2063292704957526,0.2056077435530517,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4073858332353883,0.2101736479350642,0.1682405345166496,0.6413589641571795,0.6137427169289909,4.0,-0.088040224803698,0.2741715527284105,0.2253696615452567,0.2157851562983458,0.1984889934403048,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4001172047580329,0.2093925282851114,0.1667366835889674,0.6355124074844495,0.6121585580714227,1.0,-0.0570023977190679,0.2813829031194192,0.2336187697517241,0.2166310484047566,0.1909770095990119,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4152224259033823,0.2075617902943515,0.165220028741068,0.6476545974588571,0.6198674759048702,3.0,-0.1060269802557878,0.2832976608874133,0.2352114711783746,0.1796941799694432,0.1650831055697865,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4161470224020955,0.207719620031986,0.1657698279354044,0.6485516911216294,0.6246389063039262,2.0,-0.1338866103637268,0.2846766772403538,0.2365300130353821,0.1911395069298165,0.1685262748053057,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4012821438479079,0.2103843009242005,0.1684139865618535,0.6368457495307923,0.6049763836508176,4.0,-0.0421374736042063,0.2730373689117124,0.2242608513275089,0.2385351697185846,0.2346044717923428,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4070002916965127,0.2095727721627426,0.1668075106122436,0.6410854761777147,0.6160928208498663,2.0,-0.0805087090051246,0.2769898040441953,0.2323219382776364,0.2193602635602504,0.1883290838812356,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3962095446975524,0.2101073199748615,0.1675974482905541,0.6327507741927809,0.6056308293460207,1.0,-0.0313716823359138,0.2777886348888893,0.2290285818072827,0.2382259709365225,0.2423080883293992,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4007342681338107,0.2092029916020008,0.1665125235223374,0.6359638348937021,0.6085962656462485,0.0,-0.0871069271333206,0.2857569655241082,0.2342460626808555,0.1978390738675977,0.1937434821992615,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4089918283304808,0.2089953230870374,0.1669867416369147,0.6426752209298416,0.6170487141444768,3.0,-0.0847308170310841,0.278584591791434,0.2311138535545795,0.217566065963179,0.2010173956737937,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4049245759695131,0.2095716319288671,0.1685079638628593,0.6395852011205982,0.6113422573192813,2.0,-0.0553178550732862,0.2756396132477848,0.2251529978488488,0.2190174489522625,0.1988124401674883,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4051464312075785,0.2084913838590804,0.1659176373047194,0.6396881270244986,0.6159648070783164,1.0,-0.0555051700796329,0.2813106506406983,0.2365426363141885,0.2173759917170656,0.189562622784374,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.403868557901486,0.2109822957471443,0.1684237344013572,0.6388437687370989,0.6100401162648137,0.0,-0.0928004147562122,0.2727618778222373,0.2261603486641244,0.2313101055762967,0.2285386687850886,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4073555933336303,0.2076482785807167,0.1662395063937704,0.6418538477451639,0.6174253640379753,3.0,-0.0702623376550908,0.2855832858727374,0.2376604262893957,0.194910013318009,0.1824584758208447,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4094020131508461,0.2082300896484694,0.1664906152877154,0.6431016852703164,0.6168166273303309,4.0,-0.0523904298152497,0.2781802397571984,0.2304070282057347,0.2130497997761216,0.196986381930379,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1242449362437693,0.2485157339680361,0.2120273293703782,0.3524847578075861,0.3416453635091482,2.0,0.0864628983811719,0.2728435564539416,0.2335775423712462,0.2984173696588343,0.2892646212942766,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1500266518039329,0.254212295678466,0.2156721737307589,0.3873331485372587,0.3782126200366467,1.0,-0.0215915664027932,0.2586288647811733,0.2245934066934058,0.166233051863241,0.1744795436438885,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1321377795795725,0.2559894751305546,0.2185082714110163,0.3635083314245835,0.3511438702832663,3.0,0.0329562393068065,0.2509613571128268,0.2102954910441369,0.2298445236202608,0.2319319346674444,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1396525058160049,0.2501875087822429,0.2126549848536892,0.3737019583648657,0.3586197477400845,4.0,0.0398570748160315,0.2682620755946752,0.2299359768427558,0.2196315746845401,0.2221550653467213,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1178058453795652,0.2599503895226565,0.2223100154396384,0.3432302593018461,0.3270074923444127,0.0,0.0790900159511968,0.2414709175978504,0.2060440740951961,0.2906767042653221,0.3028417373471379,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.126984466480904,0.2497183546716007,0.2131286171543024,0.3567644995227226,0.3470847056198021,0.0,0.079465238384352,0.2676873898450058,0.229405328139348,0.28327359513917,0.2791601635878057,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1349522966601826,0.2561294318067957,0.2182311778250939,0.3673590233427444,0.3528264613795016,4.0,0.0107079650253285,0.252356428908974,0.2124422509827589,0.2019916162076659,0.2015931564505211,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1171242479350429,0.2449608603826355,0.2076900665613718,0.3425601623081501,0.3390085516981705,1.0,0.0690821460841066,0.2791390515640475,0.2391184280675853,0.2943536373985581,0.2770596663316316,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1448457571518075,0.2448933634341609,0.2087366383803253,0.3815683885854499,0.3698427037941241,2.0,-0.0117032727625991,0.2867460409886079,0.2473091785840395,0.1202149041529133,0.121385529312368,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1129929080342867,0.2563828947239844,0.2197324592479761,0.3361498793687464,0.3191199592687295,3.0,0.1067037651894989,0.2491055688012342,0.2104382176328548,0.3286106205709269,0.3310238219509859,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1014971094573613,0.2523457830988286,0.216429616863601,0.3185881757472023,0.3161104604146587,4.0,0.1472910233427353,0.2647200873137626,0.2249928842830205,0.3990053606829667,0.3749573321776882,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1424617614313141,0.255004175782502,0.2174899770953141,0.3774417174026627,0.3666580638916278,1.0,-0.1214942146029225,0.2633074273322823,0.2302736165281511,0.1569530623411985,0.1697609193920011,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1192793554670251,0.2592411866727387,0.221493539951593,0.3453697645911155,0.3342603816865376,0.0,0.1051976920073468,0.2422103855095624,0.2073043057521002,0.3244261414407295,0.3193767173886601,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1456788128881547,0.2486369427735282,0.210581740973202,0.3816794566221653,0.3707212247599552,2.0,0.0222834359944944,0.2720030151206319,0.2330886857479149,0.2168184399080336,0.2090670403560182,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1240245254072218,0.2497136059539041,0.2130481605203023,0.3521721294658883,0.3503820073170928,3.0,0.0769748509139547,0.2753691974573857,0.2351585637804359,0.3386530009425323,0.3177958481750435,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1169116159656949,0.2424032741573589,0.2064616392291386,0.3419234068276015,0.3438334468721372,0.0,0.0236081293346991,0.2953489773143236,0.2553624848083213,0.1926298205601013,0.1799991058294086,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1482220119905104,0.2492878822761249,0.2105441213890616,0.3849962137964505,0.3721651865357977,2.0,0.019509444304936,0.2679492895081284,0.2315323451671194,0.1950648952025381,0.1950347558239946,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0996664625867863,0.2504559992668124,0.2147009948532088,0.3157000310831014,0.3153467698338081,1.0,0.1374548461818109,0.2652983732126845,0.2243067371928608,0.3753489169660803,0.3599222913928185,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1516686029498047,0.2531410619919175,0.2156382275070666,0.3894465360308612,0.3787988141466968,4.0,-0.0688793074410873,0.2638815356043552,0.224442504271782,0.1851619296584666,0.1978117329399521,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1284857015216765,0.2577446674514223,0.2200487409628172,0.3584490661298912,0.3447143259705357,3.0,0.0664676637344653,0.2468465106326064,0.2099115781845246,0.273229992252022,0.2773661437546402,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1066579851808203,0.2615491036187684,0.2240484800428554,0.3265853755939247,0.3138188068459837,0.0,0.0376839017901819,0.246721881305892,0.2135080083722531,0.2064646718298963,0.2036923540439486,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1072725666413441,0.2567584723605179,0.2199608560768076,0.3275249630096261,0.3130850854488626,2.0,0.064926159402617,0.2600978493379292,0.2237903800563816,0.2563885679292811,0.264968419378316,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1014842536106234,0.2622549069450803,0.2252406090936928,0.3185660044473397,0.3058098130043261,3.0,-0.0198577841572731,0.2438256377963955,0.2102567969100033,0.2942912606630639,0.3105374167609018,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0922571175779561,0.2574156651689208,0.2209464642347611,0.3037386371786164,0.2841441562631748,1.0,0.1202852426376575,0.2558249601613278,0.2177909383543664,0.3528706433769761,0.3704289338666369,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1122007342945302,0.2514197490908122,0.2142476537272481,0.3349638232888883,0.3294828529486349,4.0,0.0567351166944275,0.2737057696006709,0.2335834649841386,0.2696849722691222,0.2457832996739515,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0944029689182416,0.2570364482120759,0.2210180822975548,0.3075500491988475,0.2977367643748398,4.0,0.0705395925337324,0.2638131821186505,0.2276221783827967,0.3197513745763574,0.3130771180529863,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0908875615416748,0.2453537837922738,0.2094423554171823,0.3025816067005227,0.3041359620687491,2.0,0.0292094426961609,0.2945835100690513,0.2542525730154657,0.1781007367404865,0.1727391934225891,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0692341523603971,0.2667826882157008,0.2311140140508737,0.2631238346490049,0.2482610664023853,1.0,0.025118971082608,0.2289332427567887,0.1989283605157306,0.3118897717251558,0.2978209007370473,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0921410636030874,0.2635072941770646,0.2273045096411643,0.3035688522071462,0.2921529863492936,0.0,-0.0094736874548924,0.2380708344542966,0.2065471462673611,0.260069990157476,0.2925601470203042,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0999360053118088,0.2592766047457225,0.2227451386728352,0.3161267752442824,0.2992613959743634,3.0,0.0748923984315356,0.2515693136409831,0.2177842091075782,0.2979932196814291,0.3164479936223049,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0745848958330755,0.2553794718562264,0.2198112729450332,0.2731024252771727,0.2688017021898203,4.0,0.1494662273245692,0.2622187365527365,0.2231397726975357,0.4008905240495515,0.3867826864624412,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1084797852598992,0.2605405932252949,0.2231405291332073,0.3293627634534971,0.3184746073979453,0.0,0.0351221104992119,0.2460418496730032,0.2071562375377752,0.2214207591729407,0.2164733068851093,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0985547113257268,0.2498029810728317,0.2135503516110681,0.3139343027229431,0.3171842210794107,1.0,0.0817334043996311,0.2747813241580989,0.2360130761241073,0.2901920615609997,0.2682249972155545,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1112890749768624,0.2621358958346734,0.2257269219321588,0.333600273390192,0.3278184895410175,2.0,-0.0793665312141134,0.2457808635212365,0.212600473708258,0.2118199197718411,0.2209048649648928,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0924403857928419,0.2589394256513542,0.2228662463074989,0.3040401986902755,0.2951926572296834,3.0,0.0716671732105127,0.2590450857993974,0.2240947711794469,0.328842619742258,0.3202917024165724,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.071333024663083,0.2669131747530027,0.2310371978394288,0.267082430464984,0.2544847728446245,4.0,-0.0377244327431434,0.233445052377167,0.2034912967300304,0.2467952587844525,0.2471994734143961,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1046157842040328,0.2546057385142146,0.2181512981735949,0.3234436337355131,0.3165271389440139,0.0,0.0645220803788698,0.2693649359133165,0.2333702562019232,0.3163544723946215,0.2978873129780589,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0782327204005542,0.26293603275613,0.2268737763576762,0.2797011269204227,0.2612041064750487,1.0,0.1079023880603362,0.2391909080748278,0.2061908159054306,0.362741535797673,0.3676175235513145,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0909393400677582,0.240495852481102,0.205327192961895,0.3015615029604381,0.3013979364983493,2.0,-0.0115972152285106,0.301478064012967,0.2599327368992785,0.1401627905335459,0.1266317286333961,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1283957350606809,0.2525329227064176,0.2146280930011471,0.3584566147487076,0.3503919966241359,3.0,0.0094967118729354,0.2706227680431299,0.2333839600363671,0.1532136234941155,0.1501087622106636,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.054345440950948,0.2642941184465351,0.229300102993047,0.2331210867953742,0.2140767066303464,0.0,0.0927464709518351,0.2541106482269829,0.2217778710364758,0.3551408497718019,0.37416901563858,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0605846061610396,0.2685204008776296,0.2329110829984214,0.2461394042867029,0.224654938334393,1.0,-0.278614947190255,0.2575564755542358,0.2292603216244294,0.1644719123124837,0.1853396623945062,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0510592598156155,0.2694343562163655,0.233855699707373,0.2259629616737299,0.2102797906643991,4.0,0.0060881977833766,0.2394696410969652,0.2097940794662752,0.1323373736509732,0.1121449372129974,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0892375816036307,0.2563385887836594,0.2204054224734946,0.2987266004831141,0.2900139693826673,3.0,-0.0293189460114018,0.276282035321933,0.239438454775286,0.0552044754786072,0.0509324817748726,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0600931495925703,0.2546672646632744,0.2196990232466711,0.2451390419132707,0.2550647470577201,2.0,0.0608362644895255,0.2791523802781006,0.2397955518083137,0.2736870740710425,0.2584180161743742,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0686048635581028,0.2570195272599392,0.2212585852427404,0.2647263448968517,0.2633992182139166,1.0,0.0108382946137177,0.2753318213254796,0.2358259121329879,0.2320928134889754,0.2129858681260363,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0467218160483056,0.2688254344963979,0.23367081060891,0.2163200798794337,0.1973343015236562,0.0,-0.0052295471971026,0.2420970841802544,0.2143669502440347,0.2052321356882722,0.2040036343325871,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1033589912625012,0.2609185047042328,0.2240231141349337,0.3217157662418253,0.3241626055027796,4.0,-0.1400376373024483,0.2717885614244913,0.2374108736352183,0.063530964344337,0.0688146957421135,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1072344651883869,0.2552490991341231,0.2192706668483888,0.3274667390566361,0.3120667776295724,3.0,-0.1193974414871508,0.2882243100920977,0.2505403603878418,0.0373143110651654,0.0406123551559364,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0330794653680176,0.2574984225629141,0.2232862627099676,0.1821522100271077,0.191307528982835,2.0,0.1282873446166741,0.276048157292936,0.2400912802226682,0.403545495300366,0.4061928242815977,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.05911213406486,0.2528187706403281,0.2172059710508528,0.2431298742411812,0.259730482580855,4.0,0.0018068986551887,0.2828807879322481,0.2435351990705355,0.2376405626033688,0.2046563250814523,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1006174949444422,0.2617593310509796,0.2244993677989347,0.317202615098869,0.315105740013946,3.0,-0.0268411899400051,0.2620803107227228,0.2249216252918713,0.1057304762889048,0.1089207851956612,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0484377152803952,0.2687928408807755,0.234111147746122,0.2200857059745144,0.2002650464555708,2.0,-0.0055872706370434,0.2394225730144089,0.2106706825432711,0.2322742454402367,0.2241706331382537,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1052321921742264,0.2538888101683984,0.2185514478000711,0.324395124482591,0.3150157817876208,1.0,-0.0862277446311734,0.2875399274519965,0.2490734110757515,-0.0008073264644031,0.0004412325184689,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0793937079587804,0.2657284445908289,0.2296892961842127,0.2817688985973426,0.2721133749995165,0.0,-0.0454979920927713,0.2513877287509751,0.2201187066144292,0.0719542924464498,0.0624095396594208,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0961590287683865,0.2534341807955376,0.2175803014281017,0.3100951930752662,0.3139337174479345,0.0,-0.0942229773312712,0.295759808518223,0.258714569624739,0.1526282438558612,0.1353182424561103,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0666055678358088,0.2512276858822624,0.2164758816208946,0.2580805452485887,0.2738383689612431,1.0,-0.0143525033478166,0.2967291101054055,0.2596653146238569,0.1300065250716136,0.1315122455824739,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0813121170674299,0.258092062418065,0.222567250430809,0.2851527960014244,0.2712761845265144,2.0,0.0067240045807412,0.2757885357268552,0.2410314908201421,0.1035750788962358,0.1026381483135974,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0368183864545612,0.2575979782610961,0.2238218055477124,0.1918811779580307,0.2021931897850493,3.0,0.1304869244508948,0.2743762973370486,0.2380643339657355,0.3873428820222541,0.3844905438614546,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0899572715721397,0.2637135081253051,0.2281089359113718,0.2999287774991583,0.2905282838130806,4.0,-0.1296396001005166,0.2589511159382447,0.2273561977863123,0.1866811888950189,0.2107816566377481,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1270485534028377,0.2530643906553289,0.2159119608382153,0.3564391050267255,0.3482387606400763,4.0,0.0875410082705381,0.2594885164328923,0.2200643377839996,0.299173732565463,0.2938444498250215,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1322017768362113,0.2537100675691551,0.2162950657483723,0.3635962532893966,0.350047135745298,3.0,0.065480675324626,0.2566479051121259,0.2174291540216022,0.2743126652055069,0.2755899380818628,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1232900003818989,0.2526036518486382,0.2158179051945167,0.3511274716426702,0.3441054822114318,0.0,0.1084786503415519,0.2605263328762451,0.2212005385884583,0.3306957546878128,0.3072632323467914,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.126860618232676,0.2546311765320111,0.217956553228539,0.3561759115475294,0.3463667167955728,1.0,0.0879580717879598,0.2530296143076637,0.2127904984704285,0.3019285736438147,0.2969264696064054,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1212402251117281,0.2528152452756254,0.2153412293508406,0.3481962744656693,0.3457415096345424,2.0,0.1077645675818245,0.2600782266059956,0.2217050338256543,0.3348087744607343,0.3145004025451338,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1190896477850796,0.2550562061231667,0.2178582288997312,0.3450943224689269,0.3391790871364656,3.0,0.1210544969294223,0.2511783192595752,0.2141797007685122,0.35109421382268,0.3331016745237511,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1267247671722445,0.2526151284616028,0.21584729818748,0.3571641019231428,0.3499300787058469,2.0,0.0823645025729412,0.2622914231410559,0.2253027468630115,0.2976177329409514,0.2853499398697898,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1255597301302126,0.2519325482003294,0.2148723528949417,0.3543450478984861,0.3464365570083385,4.0,0.0891869308537861,0.263931678499282,0.223877739869725,0.3111016814943543,0.2998088799902983,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1274341250315155,0.2534881713610292,0.2164213662892246,0.3570108464303217,0.3472490809418401,1.0,0.0889741602827135,0.2570288694354934,0.217766622167719,0.3082636533310527,0.288106264105827,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1287447635397244,0.2545158521370944,0.2177977626706723,0.3588375106225182,0.3518690684443945,0.0,0.0774707675009256,0.2530395775161148,0.2155899555177029,0.2979113233417114,0.2789636909191471,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.12986159780863,0.2525251660978347,0.2151015620710294,0.3603635380727525,0.3514531329886347,4.0,0.0776928172227656,0.2614210837300337,0.2247598875218299,0.2856711993547955,0.2746237308319337,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1277798376684576,0.2528836086473263,0.2152492923829531,0.3574635129603961,0.3481211389112648,2.0,0.0771667491379326,0.2611358567468282,0.2246016736086314,0.2845060571379154,0.2774554223019407,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1281979437035636,0.2531659979237186,0.2162209920258598,0.35804820674671,0.3441206243614477,1.0,0.0779637773093874,0.2590563758626727,0.2202873279691871,0.2983039978357273,0.2930681772299132,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1253418870472372,0.2525603815005968,0.2153023233557666,0.354037627361647,0.3408263157327835,0.0,0.0974552370041624,0.2611315987138512,0.2236445984295481,0.3152419590210557,0.3068510478824747,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1260491600236101,0.2507560402673515,0.2139313252720009,0.3550346217455603,0.3456503345803897,3.0,0.0936384329068925,0.2680555913131555,0.2271799988052493,0.313578978515029,0.294791557014989,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1231582215021954,0.2541352706003924,0.2169476642444164,0.3509390590413355,0.3399499570320908,0.0,0.1002251739805426,0.2555918554889785,0.2173817423847325,0.3187602063946285,0.3144985618992825,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1275948702356453,0.2536508863599499,0.2163775118910363,0.3572042633623679,0.3475836775324132,3.0,0.0857314829447249,0.2569525599258112,0.2215192733335373,0.3024793144572169,0.2938965850559562,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1229166071158204,0.2527134127781047,0.215336406029135,0.350594649468719,0.3417286690244756,2.0,0.1075037914942865,0.2604636710024687,0.2242589446162933,0.3287569695724429,0.3175244764173291,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1283697828213029,0.2532409122653233,0.2152672267683547,0.3582887621422888,0.3532781347542363,1.0,0.081757107845987,0.2588014866705155,0.2224533666430227,0.2936285970389909,0.2669118848178969,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1236024104366958,0.2531121864344162,0.2155474344970547,0.3515715017799205,0.3503475031191892,4.0,0.0975622343162729,0.259779706098319,0.2229318459747392,0.314027173455252,0.2844211856547277,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1033134967369637,0.2556727899955721,0.2190408181411558,0.3214242067746456,0.3111622591999419,3.0,0.0910181005602247,0.2622388761635503,0.2235504365428236,0.3027325497040006,0.2994544391681914,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0986935610845798,0.2544422176277808,0.2178621486572282,0.3141553566796022,0.304359961736937,2.0,0.110721394149464,0.2666018902877253,0.2290632504128816,0.3346120516257046,0.3257082441270596,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0937146266663409,0.2580039906992034,0.2215398512481775,0.3061285117856605,0.2996663624207428,1.0,0.1308323204078477,0.2525228868993358,0.216417776024263,0.3707559020822353,0.3520370599214585,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1051573988328209,0.2564357131742459,0.2197331932883312,0.3242798627472615,0.3146121058291896,4.0,0.0850927189790652,0.2589865602288285,0.2212518337765773,0.2930891618720537,0.2855121342063228,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1007936971162809,0.2573472081673619,0.220393062825777,0.31748026969022,0.3106388989449873,0.0,0.1014160628570395,0.2555275125024848,0.2187171709339734,0.3186549871869302,0.2880017545484908,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1091475299602305,0.2563621463703037,0.2192219453808813,0.3303748325163867,0.3193468642288471,0.0,0.0661797035648334,0.2593299360644926,0.2238322301200355,0.2698595864491752,0.2660090619249788,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1092447493008523,0.256262889297222,0.2188408710045221,0.3305219346743152,0.3224509765595291,1.0,0.0678259735663524,0.2593471824712532,0.2224807703254367,0.2696772102627619,0.2554065097091371,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0926663145164845,0.2578482268154616,0.2218245792297538,0.3047236289193124,0.2948208191500008,2.0,0.1329753680273062,0.2535847054563303,0.2161520502817294,0.3697170992382447,0.3682443721895782,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1082112750803381,0.25482909988926,0.2179907055016867,0.3289637828291473,0.3158673049154343,3.0,0.0743662480359863,0.2652315239696235,0.2274955449018942,0.2771355987986608,0.2860303243484077,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1068716550727412,0.2556778068815421,0.2179689710599399,0.3269265282119329,0.3147917281078793,4.0,0.0727908314338878,0.2624008051330055,0.2268825708569773,0.2756848393909567,0.2837473194730145,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1048301303194508,0.2545049903109328,0.2173093274059879,0.3237748766650856,0.3132017938034119,3.0,0.0783747619464422,0.266747211166805,0.2278744761955946,0.2935974637618622,0.280012945466795,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1056799704847046,0.2574715361747177,0.2203864436610546,0.3250846162453883,0.3151170066064086,0.0,0.0825940309874549,0.2547807996979482,0.217885271058327,0.2911126404630985,0.2855748693668371,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0998277443751173,0.2546732834504746,0.2175455899388521,0.3159553519015081,0.3078366076384571,1.0,0.1038185285009412,0.2658603687485085,0.2296697660247429,0.3269726748578025,0.3168476264276106,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1017773944418694,0.2569869850865343,0.2202212321576617,0.3190257534249593,0.3080968173853143,2.0,0.0967705248953089,0.2570736409196376,0.2200156867009018,0.311740241231479,0.3014629725061706,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1059919721891569,0.2546930175850139,0.2168728535662572,0.3255641670106169,0.3151492535890419,4.0,0.0785592247850196,0.2660003328138837,0.2300279060362766,0.2882793634193152,0.2784898082968578,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0995703270162523,0.2565860149163985,0.2194205297703409,0.3155764230180424,0.3067747132656155,4.0,0.1037944012797841,0.2586455785123226,0.2240478016104539,0.3259881167669665,0.3038610338603856,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1058571823605075,0.2579462411020493,0.2206501559240053,0.3253570075478746,0.3147656157974904,3.0,0.0803940032968227,0.252881358867753,0.2148866522992605,0.2913662257906535,0.286049186636863,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0987115481933513,0.2574730175963296,0.2205952028826282,0.3141839400627463,0.3076975360133475,2.0,0.1108313108521865,0.2548364020845367,0.2178466116157481,0.3339053256215142,0.3165710041417477,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0989065094152589,0.2566674013164263,0.2194908588011019,0.3144991685469055,0.3046917384079369,1.0,0.1051924156986802,0.2587561976859195,0.2236241458200127,0.3260329063453849,0.3193384939828266,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0964632877360067,0.2574056166738634,0.2203102601150044,0.3105853952393877,0.3030783359844639,0.0,0.1186717115114966,0.2550830429394483,0.2177668858112387,0.3493454991450483,0.3292573962391569,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0688997517945537,0.2604869004180637,0.2251611137336863,0.262487622558835,0.2598070164913408,2.0,0.0778423549961367,0.2643344789034625,0.2292555621414876,0.2792697501960841,0.2551097896807167,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0720071557658473,0.2610508943084821,0.225865035516202,0.268341491308623,0.2616683049725705,1.0,0.0659807204193699,0.2620378612705482,0.2255969813836039,0.2570767268709685,0.2512177222936874,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.071831104304001,0.2607733331405194,0.2251523452512388,0.2680132543506762,0.2633203727303771,0.0,0.0608235837076061,0.2634136763557801,0.227062486020113,0.2561268124323225,0.2450664180605126,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0674686780134945,0.2600833005959672,0.2251575158316348,0.2597473353255982,0.2610720404989067,4.0,0.0830227596310553,0.265929770052272,0.2293859176340452,0.2909053455782643,0.2612113790455818,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0652249122039748,0.2612332520587768,0.2262017358986079,0.2553916842146998,0.2515250583087363,3.0,0.0906507374195437,0.2614494041649582,0.224830672941066,0.3085474403866274,0.2931086349572157,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0687412380552547,0.2623496725372241,0.227024410007785,0.2621883346334579,0.252374031179113,4.0,0.075951794192604,0.2571520420990416,0.22324773217711,0.278334323111818,0.2880432664788608,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0685017737386978,0.2605993865908698,0.2259448998547788,0.2617450652127751,0.256052092551447,3.0,0.0798490515801896,0.2638281315924228,0.2265379610573849,0.2832942279558914,0.2718781954675963,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0712746743110687,0.2582483452295516,0.2229333889868951,0.2670270735685768,0.2649490287556651,2.0,0.0682742887391684,0.2729595056203933,0.2374584648737212,0.2629661971831827,0.242973662748066,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0665959312732346,0.2614502936106489,0.2260526733983252,0.2580928102869362,0.2524220918616605,0.0,0.0873026157204228,0.2604538749900997,0.2254371178668478,0.2975617075161522,0.2839807479338581,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0676026350411382,0.2617949961129128,0.2260213608621447,0.2600148194901094,0.2498005526673251,1.0,0.0809841637499659,0.2593195146932617,0.2253702195891944,0.2895591685189214,0.2944333293294168,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0683289004237757,0.2633690846863749,0.2275789482682063,0.2613979789354894,0.2548000386227801,2.0,0.0808265000869774,0.2526417176085928,0.2199438042531451,0.2853200932213643,0.2817989365472817,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0680105019079666,0.2616271182200555,0.2260628208986876,0.2607882356769206,0.2519293811774032,4.0,0.0822432328782235,0.2596890868265857,0.2251484791834575,0.2890443914028142,0.2930454103178057,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0700620662756461,0.2630240879431986,0.2285080879114393,0.2646924025574773,0.2607311861624202,0.0,0.0727946912668928,0.2540302608948458,0.2164903689415974,0.2738723444052479,0.2602115734339077,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0686324900247306,0.2616671769069089,0.225709717642493,0.261978037730607,0.2540707243846818,1.0,0.0771353783409745,0.2595891508168322,0.2260803174498701,0.283489074568416,0.2798463912374109,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0737359620553905,0.2613185589546367,0.2260711922009075,0.2715436688628565,0.2658008703913641,3.0,0.0592579682424707,0.2608911993403408,0.2243301682179914,0.2447044195863869,0.2398978641514395,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0646531894159254,0.2617103361563959,0.2268182862179875,0.2542699144923076,0.2457015865080203,1.0,0.0930443066959415,0.2594865308311205,0.2241417100624349,0.3146761737931191,0.3129576441443119,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0745644960841755,0.2623345982217972,0.2266652791437954,0.273065003404273,0.2658976231688378,4.0,0.0544494632183022,0.2568796206469725,0.2216794675510048,0.2378329722069006,0.2423835313589948,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0678004558746151,0.2608159519302938,0.2258592407353226,0.2603852067123153,0.2569771351124696,3.0,0.082108689145343,0.2630244838416253,0.22611833985432,0.2903871458038904,0.2830941877987464,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0705781887145532,0.2608595483032309,0.2257621334038084,0.2656655580133661,0.2632059743680985,0.0,0.0697422839498513,0.2628970093715099,0.225190441381744,0.2686096081349345,0.2461105911115797,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0691232719850519,0.2605716764661023,0.2256014352034449,0.2629130502372447,0.2557368767390618,2.0,0.0758041962444445,0.2641079167786733,0.2274551015392068,0.2764807513390556,0.2747694332967755,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0421634315147859,0.2626064247583711,0.2272185738694695,0.2408620906070027,0.226623393226356,0.0,0.0670778467027839,0.2689639839951895,0.2324443955133701,0.3502175962760187,0.3313604836608925,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0340105245817343,0.2689301475309682,0.2334555960260396,0.2261960539751886,0.203785770046601,1.0,-0.015360992958981,0.2875514323626727,0.2498834715577453,0.1523436519937548,0.1486247768451695,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0379553917770383,0.2636458643949355,0.2245374511005216,0.229579813688546,0.2154970420051614,3.0,0.0856809284563727,0.266262670254813,0.2238408058957382,0.3010726327824609,0.3017165030463959,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0270645521462731,0.2580608699948657,0.222880647275333,0.2000546706899065,0.1734581062413825,2.0,-0.0059679981978029,0.2903224756858883,0.2488810119987957,0.1029412468801095,0.0859883516398122,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0335590036696573,0.2680203518128799,0.2311819320023059,0.2516897732489859,0.236075919863674,4.0,-0.011566470662164,0.267526845063011,0.231238954815029,0.1374326355248064,0.1231598430702649,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0242591297191498,0.2665548446534676,0.2307054183681382,0.2773159881472237,0.2623374906295339,1.0,-0.003166457346067,0.2728313347113184,0.2387992086987586,0.1295973458047671,0.1130031426320147,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0138167725164778,0.2763994826885097,0.2406431079454619,0.238057547667021,0.2223834712945001,2.0,-0.0939300523653769,0.2617415709490079,0.2281385825653817,0.12255680100612,0.0944444498005287,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0513142406095408,0.2684807348443545,0.2330938231066436,0.2739427763392478,0.2582946743986625,0.0,-0.0798372826574036,0.2675323781883091,0.2329339489990432,0.064218441655523,0.0612481493105071,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0411516961572157,0.2613738050828012,0.2212106928332239,0.2413866633048804,0.215242424048682,4.0,-0.020781737330711,0.2827738943529904,0.237627031423061,0.1432472922110651,0.1423468070408776,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0295721932855103,0.2583352441443981,0.2162692432633072,0.2534313276041116,0.2305277045344001,3.0,-0.0391099444954201,0.2941076524831157,0.2471659897208324,0.1613052153976536,0.152848902665511,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0091107359473887,0.2759018711557799,0.2368148929090313,0.2103298821578191,0.1903113229615623,1.0,-0.0878184220404938,0.2611141260235504,0.2249372769216371,0.1307595881873063,0.106754451611465,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0346513148061412,0.2625463472333804,0.2192988188706275,0.2729497589408854,0.255636548825872,0.0,-0.0318782559209323,0.2868507114342334,0.2463941650937405,0.1424282588585562,0.1239132484367787,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0127770906909185,0.2699153754029609,0.2334312739600874,0.1664313309336671,0.1458275233426988,4.0,0.03716623388908,0.2737263407419967,0.2354071698544128,0.3034462183394051,0.2907443629614526,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0491160512588924,0.2814006143657751,0.2309639163545075,0.2559523957477931,0.2407126232918013,3.0,-0.1269404089840429,0.2722894480606737,0.2238096998851039,0.1065771756320781,0.0935597515412279,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0179585103547075,0.2680940140382588,0.2297722660460364,0.2602864374649609,0.2396704107484959,2.0,-0.0682349466203788,0.2806507103094031,0.2415140093151959,0.0781747999189679,0.0903676929299579,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0062626810231504,0.2729321978879864,0.2340463229827522,0.3000262979108956,0.2791061063683709,3.0,-0.0975689476038148,0.2670259687066137,0.2264951636961528,0.3167638776750721,0.3198834139520811,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0731356587973901,0.2531667218787102,0.2145905338611444,0.2859955528842073,0.2731718857170849,2.0,0.0540395738051788,0.2793955773026989,0.2373252237978931,0.2626453962157171,0.2346326000526079,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.2540098067760785,0.2993502933203233,0.2359746199443345,0.2839764257008296,0.2741066535867915,1.0,-0.2810512560701659,0.3165671302658931,0.2552922889400315,0.0679431608048559,0.0550085156816097,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0530680857169902,0.25413013607189,0.2136064784404079,0.2780836066584653,0.2636096206900422,0.0,-0.0645790702333126,0.3002617873031809,0.2585587547445784,0.0591638406335704,0.048970481899938,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0291495480034973,0.2791924172746157,0.2393962953659975,0.2826252415770115,0.2592913569759738,4.0,0.0063894948090545,0.2560739129217639,0.219671341327334,0.2982063977230991,0.2963528589018573,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0936115939694332,0.2606719375019867,0.2238059132982731,0.3083185461024719,0.2984195020442843,3.0,0.0300396642213368,0.2589140867185852,0.2249787548398736,0.1800833628426072,0.1729052330638354,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0409386618081122,0.2695916158445851,0.2297457016585638,0.1388391256747292,0.1268572480658606,4.0,-0.0195359559157544,0.2910762537949456,0.2493174449072689,0.1612825981100764,0.1376818711916798,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0471316339867569,0.2593828485913574,0.2208862766860714,0.166734028449645,0.1586939889878156,2.0,-0.0995426529452365,0.3126018539786295,0.2670784530895096,-0.0204203012951817,-0.0201515981630941,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0406884793617023,0.2703097306395898,0.2335921729319039,0.2148225036984295,0.1984125278778268,1.0,-0.0226102062796667,0.2816355418800556,0.2423150834921698,0.1302711782112708,0.1251042206630124,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.041695465792195,0.2644964069313222,0.2250547726531886,0.160130111578472,0.1429104027243715,0.0,-0.0557462824783463,0.2962553910685638,0.2552618067147987,0.0508566065820375,0.0528213498975232,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0025136469901095,0.2779861073186476,0.2343009126754034,0.2241603028350191,0.202443259602434,2.0,-0.0262310963036309,0.2414005282002823,0.1967407022532571,0.1786735596094716,0.1775493911851346,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0570834579912042,0.2679532939253116,0.2322963015381932,0.2637984525623509,0.243695493957696,0.0,0.0506920275249963,0.2485278326911361,0.2176939138791467,0.2846312540294931,0.2688855917093582,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0589781357746561,0.2624684619226323,0.2219837725560838,0.2672523279297498,0.2539584042913891,4.0,0.0461136681507725,0.2657776129662958,0.2285861551773089,0.2374658666650085,0.2019240759719396,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0833363287883854,0.2628329793374964,0.2238156130754103,0.2973599039757094,0.2836699859515594,3.0,0.0234215301826251,0.2546171717453971,0.2195196721717029,0.2280423342567288,0.187571581119183,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0610242191444929,0.2678722110590532,0.2310008167842344,0.257562896634544,0.2341435259475041,1.0,0.0107274121866637,0.2486831785020486,0.2134868962348172,0.178002516361159,0.1780037948530744,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0392174230682419,0.2538575062068565,0.2164772744525885,0.2467569251442262,0.2347432555738326,4.0,-0.0261771069580742,0.2921453382453969,0.2507574590357072,0.0734682426216567,0.0609898191465974,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0048815327782798,0.268160714185474,0.228476411549873,0.2644341763576692,0.2496552353599635,1.0,-0.0722763891762077,0.2817535150915972,0.2425970704018968,0.1058695087145532,0.1111773679725542,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1106923160983097,0.2831494106766534,0.2434787352355772,0.1748502415353796,0.1611400285402335,3.0,-0.0901051986789587,0.2907609291933357,0.25080610358767,0.1678252336079384,0.1516084028765063,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0181322576140893,0.2742428598749827,0.235073572492804,0.1999094277051389,0.1861831688025374,0.0,-0.0763313588520686,0.2390036425108996,0.2037466596475804,0.1686158385916638,0.1455658416187653,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0044692831320529,0.2771165026070156,0.236322624648127,0.2150172053278525,0.2007096007119514,2.0,-0.2730095915853527,0.2616520694373628,0.2212674891889244,0.1592456281278016,0.1884032346738321,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0809047084731319,0.2632034022344389,0.222261941215332,0.3093985480582805,0.2894255951643082,4.0,0.0214812483066811,0.2586084928777565,0.2196353121951361,0.2112359837209207,0.2084585929550658,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0966455633223055,0.2496765704803476,0.2158142789157841,0.3266333990212053,0.3030005133175321,3.0,0.0104469431924281,0.2869686818919251,0.2454113110771343,0.1603426625111048,0.1636517547334801,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0609168745958493,0.253502519450884,0.2138019814371533,0.2775797568030329,0.2600164175644707,0.0,0.0026926375796119,0.2913703878783753,0.2478604092909888,0.1671189843152403,0.1474674844739453,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0431525515658989,0.2689037814574029,0.225983441896847,0.2685460454826142,0.25664826959817,2.0,0.0043626273854162,0.2544942022197844,0.2139625538780369,0.1787256030698613,0.1387154498713845,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0267133780342526,0.2687866759560298,0.2221269283200016,0.2973226658273056,0.2784072425130138,1.0,-0.1080548437863586,0.2804256169906549,0.231216391811462,0.1549496860404546,0.1445798200486662,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0503658266521919,0.2653980113946229,0.2289420225916506,0.282172886009322,0.27034043020811,2.0,-0.0423571083360945,0.271781559617365,0.2354389785594919,0.208633350541632,0.1762367180493007,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0203299661549776,0.2802748185631003,0.2431189264710244,0.1988413356529479,0.1797581210795284,4.0,-0.4411667496979923,0.2775305102612495,0.2429662363811303,0.1528388352755093,0.1060233749120947,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0332272892172824,0.2719405675927769,0.2354996345007388,0.1790530729335014,0.1634459060772521,3.0,-0.0150841184915839,0.284142208956569,0.2469340310529208,0.2870955785779256,0.266583304012451,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0503949800391674,0.2645145810937466,0.2283497795165805,0.2936180048027936,0.2838414258750828,0.0,-0.1644688199575699,0.2904456881734114,0.2543709741455334,-0.0117869928538677,-0.0293108302185342,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.015444947247049,0.271586275504291,0.2308041684327371,0.2132445274976501,0.1946378296901204,1.0,-0.0712609397206904,0.2726672758244058,0.224653301399019,0.1537192638588385,0.1401716953224027,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0021186165395095,0.2695052891494291,0.2341986389271169,0.3159541254711071,0.3014929658486396,1.0,-0.0405245863162064,0.2779606298460259,0.2421899417667454,0.0967419522105498,0.0940046612062976,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0503156725673099,0.2696225093874512,0.2336668019225011,0.2332169193715562,0.2198777590251964,0.0,-0.0301868817143498,0.2342770559223638,0.204402807439323,0.2189609278410432,0.1808559167355634,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0373178881703449,0.2684254890471336,0.2250912272428046,0.2618511453157122,0.2515898124625931,4.0,0.0405803032368945,0.2541654856865361,0.2188577368712261,0.2148725547637835,0.1892978661618575,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0842162306766479,0.2579890965361571,0.2196239231871925,0.2988017121590945,0.2750437332976984,3.0,-0.0168162705052907,0.2765371777344015,0.2362731450535002,0.149432770615008,0.1499686758817817,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0461531373776656,0.2597360674797874,0.2230743189472756,0.2251085818252641,0.2129588679406486,2.0,0.0773375776279474,0.2739373338304351,0.2284821869992672,0.3104674622971632,0.2772254354208351,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0372167782904937,0.2720921645768019,0.2240503529218526,0.2393309892990482,0.2362200241287219,1.0,0.0175634215083685,0.2831791645807927,0.2361087298814165,0.2753617943724665,0.2502331189877609,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0153457405253013,0.2603954896457944,0.2183935177636212,0.2690165614451459,0.2494656818434027,2.0,-0.0434915763629835,0.2970822949618899,0.250217825856686,0.1896226506920454,0.1667033890145518,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0641060221556276,0.2625672668054348,0.2241261020117085,0.2666421145639071,0.2554909412232151,3.0,0.0092305464152414,0.2686364164325957,0.2310028895037987,0.2525324397166926,0.2209101768724299,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0570066336769982,0.2663744093490776,0.2271079337452251,0.3066407696285311,0.2882363000989617,4.0,-0.1035157551321739,0.2725092833187949,0.2352252462575602,0.1224743483395365,0.0914806687982788,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0827688907293895,0.2885291145781071,0.2382523740622837,0.1802877114485629,0.1599217973340568,0.0,-0.0985955973905601,0.2619404690541001,0.2138511437946919,0.208012949607852,0.1807950779142799,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0964919325004896,0.2550898198839438,0.2189168852571662,0.3732991384356036,0.3537416378212199,2.0,-0.0719310501056518,0.2865304880943076,0.2481847000547357,0.075576425657393,0.080496615681768,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0949625724782842,0.2574182381733693,0.2204824918397387,0.3508180996440139,0.3273937312560372,1.0,-0.0206511841991694,0.2746244175568896,0.2354609570285212,0.1755572335565155,0.1750098018834271,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1111925573313902,0.2545790488858694,0.2160619779963735,0.3467238603704479,0.3315350098954909,0.0,-0.087146078110663,0.2845545846609071,0.2466636322414402,0.0440056137281034,0.0364585466709623,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0954046210852831,0.2449685887764348,0.2054860650897228,0.3333613574813837,0.3270858758129266,4.0,-0.0558197973593481,0.3042915047562965,0.2652148613296909,0.0821028217328086,0.077748997831473,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0520764189242517,0.2702493044146342,0.2338456824451819,0.3248941285942039,0.3063420575019944,3.0,-0.0091631404683694,0.2485784620630308,0.2146899227766033,0.2762799226363515,0.2656871333676209,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0769034957390821,0.2558712351281523,0.2180633524605318,0.2874000993976037,0.2778578530930666,2.0,-0.0117603993033754,0.2844278269123997,0.2451235947699071,0.0888495958010822,0.0678102244434242,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0131977640454803,0.2787344928488762,0.2422390660530322,0.2501341322466553,0.2374641024749274,3.0,-0.2422064541245097,0.2851365990068958,0.2458869798463324,0.1287794612314456,0.1024644443468371,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0938646898920936,0.2562635143928831,0.2198212289696728,0.3119684226848722,0.3025218102586253,4.0,-0.0002316558286818,0.2745635402817918,0.2399263981416766,0.1633445470226769,0.1566358931652292,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0599869899288376,0.2780703542516201,0.2380389373725716,0.1925990006903172,0.1790437113636331,0.0,-0.0612917623386168,0.2823287422926412,0.2431199012382254,0.1673655532710985,0.1481101512323565,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0050391476564173,0.2697870828906799,0.2260681921668983,0.2418174446833471,0.2215742388652027,1.0,-0.0040325448287699,0.2713415669178602,0.229466124603439,0.1752469600769719,0.1589955510968623,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0381456900404152,0.2693757796885789,0.233195185754196,0.2992664067244832,0.2814165635833529,4.0,-0.0175168682819348,0.2583876581634163,0.2256166519298812,0.1770339127924516,0.1539004594634411,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0185297806900948,0.2641824709988863,0.2196883134144891,0.240064251250697,0.2237044392622751,3.0,0.0190564824500615,0.2941334247924246,0.2450274404125698,0.2406157862462394,0.2044308651066975,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0973129727468743,0.2525766605741606,0.2176991537374474,0.3316033909285454,0.3176964792511782,2.0,-0.0175306965944996,0.2803491857139641,0.2442365729387785,0.0504283507145703,0.044347797078279,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0360507726182443,0.2659560093771385,0.2296158312494858,0.2583853750357962,0.2344996341766127,1.0,0.0190288922810532,0.2678014873532507,0.2333159319353011,0.2651695349055343,0.2587006299031721,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1065246336470425,0.252703599140083,0.2164525767022113,0.332314207348957,0.3168234489856074,0.0,0.0079786400032753,0.2783059418740256,0.2423200000611497,0.1378801725233065,0.1238175402183912,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1298534040155938,0.2696233050261348,0.2278117572587596,0.1853323158963958,0.1763567143391159,1.0,-0.132084190747034,0.3162452855644943,0.2709617714135718,-0.0044664530496435,-0.012838919332712,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0315832185481901,0.2642666202698259,0.2265798647949438,0.2810949902643886,0.2595055882849035,0.0,-0.0950227745847349,0.2894531645197007,0.2487308521830941,0.0685572916587929,0.0669235392123371,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.032480058456917,0.2714719381120921,0.2297905846129061,0.2846618821399659,0.2697280986220468,3.0,-0.0464586945000808,0.2644338950409509,0.2236244016188535,0.1435082689612086,0.1410239554438557,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0264260625406475,0.2669687923243442,0.226416847609847,0.2232900940820384,0.2119333247147498,4.0,0.0180415258987599,0.2699654883588958,0.2251427897915007,0.247004939950339,0.2233706133102342,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",3.5099845895336657e-06,0.2772389503974857,0.239380896627238,0.2671775817506129,0.2490665618536628,2.0,-0.0987440990539485,0.2660209844255252,0.2313112795342423,0.1694192570661052,0.1552717769273677,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0501594779322179,0.2515836261126392,0.2085630018834836,0.2976474477036767,0.2893866400833687,4.0,-0.0361789489657915,0.2965342117948494,0.2560342754145405,0.0468689442291487,0.0305909409769387,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0895215385332739,0.2561760638423767,0.2137754720443521,0.3279685669659427,0.3198480362060992,2.0,0.0169796754550343,0.2766366999163125,0.2379861293453723,0.1764018553580413,0.1462225920759165,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0931470801172209,0.2635101048470125,0.2261990204946043,0.30836701148876,0.2991226689759632,3.0,-0.0113560904317755,0.2482310196414815,0.2122370585226854,0.1929427547218353,0.1652085509216395,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0897903669239617,0.2568387081960637,0.2168848003215304,0.3159463580738362,0.3001076503079191,1.0,0.0469591583785306,0.270507686797703,0.2287155733071058,0.2631444436152116,0.2540432135512519,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1197338818342791,0.2546099518547803,0.2148146895216507,0.3578572666307782,0.3412007149656184,0.0,-0.0476818223682387,0.27561227657085,0.2381712405041385,0.0903880040442381,0.0751355791853137,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0517382817806195,0.2821444591330947,0.2394693183000854,0.1531578869710083,0.1408638670363404,1.0,-0.1238992872372601,0.2672905277482995,0.2267166236846945,0.1507956313923644,0.1329128027641368,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0711877259511295,0.279505036180062,0.2416527776218834,0.1427474614386845,0.1226893218587688,3.0,-0.0023567669542325,0.2732493589750712,0.2357794581262665,0.2859221311335623,0.2774964239523598,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0127301094656853,0.2581632162031843,0.218264552388071,0.1893234359208108,0.1748622319120369,2.0,-0.0065073175451202,0.2934260827301365,0.2511499378243997,0.0881324187732335,0.081121673087432,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0269004311145166,0.2681562034226205,0.2319407145581983,0.1161416731516312,0.1098296301789535,4.0,0.0274236242070102,0.2844899976535358,0.2477074341349082,0.2489511510668636,0.2266172204297099,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0718392166351984,0.2865261466366964,0.2393544512590312,0.1518108169098063,0.1410354072674404,0.0,-0.1462090680410728,0.260592560554216,0.207443674272551,0.1454372187152579,0.1390938633809354,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.03452333642806,0.2696647684299892,0.2332387450334487,0.2753070188348954,0.2568070529493022,4.0,-0.1263648434255078,0.2739728201033657,0.2408743029623456,0.0662904978825649,0.0507456849029356,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0049784296547019,0.2779008496874511,0.2347374638096574,0.1738548373463993,0.1506064323874816,2.0,-0.0091845573389583,0.2358517719459067,0.2035211934922617,0.1556937228441786,0.1176591227623816,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0109330338195912,0.2752977610895798,0.2363621999657479,0.1531908049460847,0.1256447444636838,1.0,-0.004569228389301,0.2328309382336387,0.2012528526980138,0.1713291704775788,0.1331287191938106,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0136096465460167,0.2650205613580716,0.2301578693115253,0.1464645606801314,0.122617610552191,0.0,0.0704029946054709,0.2739711386291816,0.2368129552371621,0.2956500019483017,0.2677594337940059,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.056805881052894,0.2675990719999997,0.2256367049869812,0.2821587128762338,0.2618542991744618,3.0,-0.046987174243142,0.2598998605358096,0.2215056334988149,0.0643824382038994,0.0665454157723375,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0532394130411513,0.2671215818914801,0.2300570544724164,0.2703349580505347,0.2570630056460331,3.0,-0.0194381405470898,0.2578026180907729,0.2224682977328429,0.2263834119346174,0.2017658541077811,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0411573755287915,0.2697279632626002,0.2298220401304833,0.2558757497722455,0.2380106527021272,1.0,-0.0878854553543708,0.2655961546337165,0.2245359366427469,0.0598317636199902,0.0623941706393927,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0069503375803825,0.2710008313087845,0.2313260076145677,0.1929767954837299,0.1729969294398566,0.0,0.02436224501476,0.2627408176001464,0.2256941089465542,0.2402295842906772,0.2225162254465639,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0147127121758732,0.2720305205055958,0.2250198249859882,0.2266036467875811,0.2111636818522497,2.0,-0.1018201512155361,0.2862541859028922,0.2385506737336473,0.0920515052390703,0.0973956629451958,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0072479337546766,0.2765622779278658,0.2395997568337063,0.1972979309125149,0.1710792159885953,4.0,-0.0893376644150192,0.2555332720421674,0.2244921756888034,0.1963083079893284,0.1850691432069689,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0200922179655734,0.2639171179552614,0.2266326931177559,0.2870534757266599,0.27062703718112,0.0,-0.0556543716454924,0.2903077973142567,0.2514926081295449,0.2122851373434505,0.2026074470503144,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0979183998438089,0.256440504285057,0.2167677885991877,0.323212766767345,0.3046710008022191,1.0,-0.0044200268181866,0.2714809402487554,0.2350983447200352,0.1201960227086224,0.1150680540828953,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0440714397557676,0.2632880245883677,0.2271392753053921,0.3179305318983978,0.3036186165343738,2.0,-0.1090274350164017,0.2885876910594335,0.2512577229242028,0.024138718853418,0.0309707961443822,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.100242744273123,0.2813978090071935,0.2236801119362528,0.289865935703336,0.2729875971793052,4.0,-0.2292356330166762,0.3036712408830955,0.2531227699613904,0.049670091731101,0.0469853461530724,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.036785966856407,0.272797113208468,0.2361593972888264,0.2574581967295465,0.2354754547020607,3.0,-0.0026356612541817,0.2799616463930777,0.2402174786237009,0.3467839405072196,0.3326166021085978,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0198729484967183,0.2736554362981381,0.2322979838695614,0.1776752842962048,0.1532237403474728,0.0,-0.04767004956246,0.2775788560444479,0.235849946397272,0.1549536792348067,0.1515970336074638,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.02137226942996,0.2604898954754975,0.2220745928633154,0.1455125553993141,0.1333113751821075,2.0,-0.0577067946043994,0.3063183220420553,0.2634674387681457,-0.0073260358640151,-0.0141233347556097,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0878299315235866,0.2814283179441104,0.2395397642917913,0.1561299862781623,0.1426067419577203,3.0,-0.1341179092635713,0.2908830163890974,0.2494180229187011,0.0426429533038417,0.0283133159817814,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0100881113230991,0.2653307656460875,0.2310557824619898,0.2698582790778756,0.2577457795582539,4.0,0.0140574808747039,0.2829739185862014,0.2485791795033414,0.2073747338573237,0.1908717535172269,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0293446715025395,0.25709895405951,0.2237073045810204,0.2169005256875746,0.1890820359402139,1.0,0.0015459682309453,0.2864209425224676,0.248055937359676,0.0995962161764649,0.089447971362695,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0353609552106716,0.2558173863192383,0.2155492662757713,0.2284219888591936,0.2115980797149576,0.0,-0.022890699088728,0.2889645497660361,0.2480549776247952,0.0876007949385602,0.0653709058198993,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0326825074810006,0.2820839884824077,0.2453558506665613,0.1231117294958277,0.1081536255050453,1.0,-0.516189295269859,0.2692786030717262,0.240295743075981,0.1276347939364705,0.072512290213964,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.035052407467608,0.267356777351736,0.2258492486186278,0.2353641022919361,0.2228729805133685,2.0,0.0137344264338935,0.2649174730638786,0.227810143828392,0.1829097122346242,0.1472572886046914,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0289804886321377,0.2650841261911409,0.2291348972729751,0.2195228094912013,0.2030952676093636,3.0,0.029474076418022,0.2700775519713206,0.2342324910508662,0.1888049220317332,0.1474835609206568,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0194992672709861,0.2776486561208059,0.2324121292559675,0.2177044218881747,0.202838284057248,4.0,0.0259765141708656,0.2509822421496511,0.207126988535974,0.2458354541394012,0.2311820146983944,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0168999998863043,0.2638279756094495,0.2269758838548663,0.2360021216890081,0.2159278826594147,0.0,-0.0348675395059601,0.286144739007313,0.2476083757859248,0.0579476947181771,0.0474677114321766,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0390492103167852,0.2815838030414681,0.2418426517717115,0.1229291546079523,0.1007855106821643,1.0,-0.1635809076329628,0.2487704174153013,0.2136118435989821,0.2053795156725216,0.1805453542310731,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0413065517953334,0.2814368855963057,0.2365704926193972,0.1813519306268431,0.1657778992288519,2.0,-0.1132459341198341,0.2558347389796671,0.209431217775533,0.1390530805732119,0.1002652639971352,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.026664791528277,0.2722656072184397,0.2328026037099594,0.2072056311910408,0.1873758409846327,3.0,-0.0712354496105065,0.2586635280885204,0.2162384602305907,0.0826496855459506,0.0815371368307649,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0099711276841989,0.2604288833440787,0.2225091812591946,0.177967919386527,0.1614869712845094,4.0,-0.0556786740140096,0.2970128904007484,0.2535712356459501,0.0366409915599676,0.0315500297400902,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.1313804203219295,0.2827502459299734,0.2266632161375211,0.2720500718181891,0.2499383730000248,4.0,-0.3291213763706802,0.3294449222952928,0.2682362315949163,0.1855603930201418,0.1660867434992382,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0671403724702655,0.2666060598900405,0.2288352399256948,0.2805302338905412,0.2558418431408561,2.0,-0.0188025627791827,0.2597947027724678,0.2246747691339331,0.079988745791395,0.0847148087234579,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0427339134045581,0.2812919000940639,0.2348730117360818,0.2152053448379506,0.1955956573120772,3.0,-0.2005944042510301,0.272910610289978,0.20909530471439,0.186962772947018,0.1808628767754722,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0096188208793648,0.2628393384136187,0.2272258751211806,0.2876110188313024,0.2726187707908546,1.0,-0.0744859155484594,0.2944775428672646,0.253919319134383,0.1026404654738461,0.0991770479916187,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0461718100232495,0.2696317171453217,0.2322386263472932,0.2272812438439752,0.2109472092505768,0.0,0.0594171758135357,0.2251337315899573,0.1895996899083579,0.2883178942594195,0.2692258385714932,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0481361736908831,0.2678319387920234,0.2190515545856708,0.2461389800755446,0.2319401261651116,0.0,-0.0278558053557658,0.2987530132633522,0.2493448501751746,0.2384147646645532,0.2188521955019586,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0355043635949026,0.2632209041231052,0.2263493072179124,0.169633054080817,0.1624436225856403,2.0,-0.0658847647761355,0.2973174053673857,0.2547606768924406,-0.0064733386963347,-0.0016121774844254,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0647271882372197,0.2640172523314255,0.2287205743082771,0.1997212538165493,0.1761617736906133,4.0,-0.057678118320714,0.3065273928725819,0.2645319097685435,-0.0159430592390403,-0.0239878106800375,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0761606136870319,0.2638221849592057,0.2240420401704175,0.2881499538908495,0.2782739341548242,3.0,0.0544185532646742,0.2538970490455544,0.2171180576329092,0.2522222967631002,0.2296678374752454,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0506942080232765,0.2637904127560508,0.2293038689608811,0.2462015945543285,0.2245363182937272,1.0,0.0349136286364507,0.2670657121226452,0.2306912206566851,0.3180767609421453,0.3087735085447131,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0568288618790918,0.262018736923317,0.2223301587872168,0.2655490613995596,0.2421935751065731,3.0,0.0254021575351347,0.2700633437515435,0.2291133909246751,0.2076534443059166,0.1980391714095269,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0586418670396841,0.254248456215621,0.2178109338406859,0.2532733786123088,0.2300378797861596,2.0,0.0195365140636039,0.28685499032155,0.2435174301781518,0.2042749716710464,0.1777185896820012,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0727285624367337,0.253634946916466,0.2149649614222936,0.2817878968746828,0.2610229217514777,4.0,0.0290371862843596,0.2858252840814468,0.2447518221875981,0.2107887324772261,0.1972529004298814,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.052793161560864,0.2630863952536282,0.2253453650772062,0.2378207609884177,0.2184700424439908,0.0,0.0806713200744183,0.2613936212568538,0.2239654466968316,0.2985095224406215,0.2649267731047751,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0294436130126644,0.2644452403535132,0.2283906325950494,0.2686884174531934,0.2559303966696776,1.0,-0.0793202628928637,0.2866014212760408,0.2483936648957174,0.0967387116209747,0.0686430306481495,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0032136460934418,0.2753078084101735,0.23537384575457,0.1722721118277512,0.1511813482294769,1.0,-0.0626269973417033,0.2513643857248554,0.2140318206405079,0.1071973314762622,0.1029467864175702,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.048772994310417,0.2601854627526897,0.2217598627087796,0.2707420429926344,0.2584336322490256,0.0,-0.0079219003603161,0.2805851736047568,0.2413412244043057,0.1706674171658796,0.1574710505658998,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0217369515251486,0.2718812018692252,0.2313506083437007,0.1694248722418358,0.1445197856326027,2.0,0.0127512205098828,0.2751458138026786,0.2345926158696832,0.20612929968467,0.1867700290871924,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0449510829835627,0.2682398402209003,0.2285469757398083,0.2773450412466516,0.2559744877884193,3.0,-0.0616771881943705,0.2700347108906767,0.2289664491913227,0.1050855118084411,0.1039511687491123,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0049023103704946,0.2673542913578836,0.2254680155475646,0.2159158349451578,0.1952807598924095,4.0,0.0847652663951437,0.2672341484933654,0.2229377951213291,0.3199017174130398,0.3127710897104703,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0574458829756805,0.2697968185719448,0.2330512046107569,0.255601892320516,0.2395108566897603,0.0,-0.0079209946854132,0.2401792990035016,0.2070357681530855,0.2177108731592056,0.1933761201302425,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0635815914203717,0.2505644802517967,0.2134687555628208,0.2842068784930901,0.2695788570155805,2.0,-0.0384390478115328,0.2931512733149561,0.2538585439179274,0.0242606162041396,0.005440870140332,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0335958352781626,0.2742409716579194,0.2229444569008388,0.3051295296173054,0.2855933884181955,3.0,-0.2404939300424737,0.3043034038573241,0.2470156084535768,0.1345816529854018,0.1273259224155462,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.2765368677351794,0.3040854562904485,0.2587911002483197,0.2660009761004021,0.2398169966609777,1.0,-0.4058187376219595,0.3273870011020139,0.2835254897115254,0.2824361913760876,0.2757423209970707,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0364246784142281,0.2706793611950612,0.2334782376112469,0.2834106644739118,0.2698464255581232,4.0,-0.0460298123387128,0.2571227009745658,0.2181900262792638,0.266622934354925,0.2421805266087265,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0530454677400998,0.2684337141290873,0.2317332407545685,0.2377370701800402,0.2200434274370884,4.0,0.0127826121324753,0.2554973012402058,0.2207268376223488,0.1971309824306109,0.1762742555442035,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0121064044499477,0.2635034405191649,0.2264727139481149,0.203872530054898,0.1836382670083929,3.0,-0.0145422305042084,0.2921793834678284,0.2507531868399201,0.1178431916290173,0.1090754109445872,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.046988958730171,0.2706217644972835,0.2328391227174563,0.2522260036452515,0.2362502690630886,1.0,0.0019157521269295,0.2523247158964607,0.2167261085703982,0.2085013064062912,0.1864274837301789,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0007876432752111,0.2623319552890333,0.2221910219537745,0.201276936029389,0.1845526689522396,2.0,-0.0122072852916423,0.2916095239353236,0.2507167862102785,0.1443536940559898,0.1170834795345419,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0768807572668706,0.2670623578198989,0.2297472129402489,0.2825774252244754,0.2672793988523635,0.0,-0.0184505246116146,0.2419136278487273,0.2091589892508593,0.2313289140398909,0.2269012389745942,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0220321791239483,0.2690908143372446,0.2242682227209246,0.2514650403988234,0.2350723493412757,2.0,0.0019400090873199,0.2677233290757222,0.2252855610307657,0.2212358669472391,0.1912945675468905,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0372368817368832,0.2706966492760309,0.2282436828390356,0.2712145999290936,0.2446077238844821,1.0,-0.0108296596139205,0.2524665837256278,0.2126798153933607,0.1133046213637477,0.1244432923147887,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0296785844369913,0.2718242747722338,0.2361109677664271,0.198683448658283,0.1828652861576893,4.0,-0.0260654208355703,0.2394820684326344,0.2103675970982806,0.225747621187922,0.1894103418401391,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0401428815881024,0.2705268679125158,0.2287205864205033,0.24932842472019,0.2272721314214865,0.0,-0.081427243173979,0.259170026918358,0.2133362829312682,0.1063714961927239,0.0926206741671278,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0558526834235,0.2530115202460491,0.2201876947726928,0.3023465821536765,0.2878143199404779,3.0,0.0100724207846075,0.2945377426350072,0.2576012089344368,0.1784504296199322,0.1268191885899211,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0287975505308695,0.2623185695599477,0.2262298571918784,0.2426785350656785,0.2148686041182633,1.0,-0.0139851279743985,0.287451031407739,0.2485503319361143,0.1500261416228288,0.1274643538092967,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0061447086490993,0.272005914140647,0.2351861595003693,0.2450950739481265,0.2262924043390834,2.0,-0.0192680145311407,0.268146073189971,0.2323699510097503,0.176715106719033,0.1533164994834601,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0466275922091047,0.2712159003991973,0.2332818941276639,0.2580100531010794,0.2383175278383714,3.0,-0.0441106248904759,0.250405356444075,0.2110840762743065,0.1471374649044749,0.1241541653646239,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0645101481568768,0.2671083592075852,0.229105792898389,0.2601802487463651,0.2415613230799704,4.0,-0.0206136951938038,0.2492303525358132,0.2113762814321961,0.1525689970492829,0.1476187803353763,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.043802942224449,0.2581851412560905,0.2221509004163476,0.2410176643385169,0.2216636255944865,0.0,-0.0103836627592248,0.2911226389174823,0.251714981271268,0.0932913184556548,0.0838181615861746,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0381558595316682,0.2721550146811808,0.2310305943909126,0.2498113897390577,0.2273417968958649,3.0,-0.0392561579526122,0.2430790097314464,0.2046113617380835,0.1942807204995415,0.1739446087428158,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.03548608173368,0.2726106088500878,0.2342023823281309,0.219420578949622,0.19227335141388,2.0,-0.0055881601823628,0.2399582786394166,0.2036163167147505,0.1496251221049957,0.144084923264952,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0727258092593972,0.2678175572707786,0.2293750124937991,0.2870048883791647,0.2725373521071618,1.0,-0.0122820875515121,0.2403702419935346,0.2034556085332832,0.218068170842997,0.1896697028658079,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.073932180390661,0.2655829015073528,0.2269779648443791,0.2887531374972563,0.2716670594566766,4.0,0.0288401630431748,0.2530037486747718,0.2179131090754771,0.2059803116798493,0.1841113974963477,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0101119575054675,0.2789432794515185,0.236486405795318,0.1939694822766891,0.1780742596617038,0.0,0.0086567679198552,0.2182366714442271,0.1822381468613942,0.1831856356280193,0.1432351147406337,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.2334675818762659,0.2823745240744972,0.2399650321727622,0.0606909701506984,0.0521488602945982,0.0,-0.1824568407361906,0.3262085596489761,0.2761339644447783,-0.0163683003372608,-0.0231460098658705,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1433602390468467,0.2885607362734402,0.2414829359583872,0.1063028152058425,0.0980636701629187,2.0,-0.200461731792068,0.3008114270237758,0.2524947427840024,0.0130625175858697,0.0094881872417825,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.125465974147922,0.2911805343292075,0.2510908359503769,0.0908327007269655,0.0746226647599953,1.0,-0.3573079407879136,0.2897856558311513,0.2514563985689577,0.0299374742380286,0.0097647839684526,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0372713972205558,0.2670658478237443,0.2322113971041975,0.1163495152217204,0.114952512327346,4.0,-0.0702762078127274,0.3040328673861215,0.2645592369961683,-0.0343574750710054,-0.0405735024694556,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0243266735258782,0.26806308113833,0.2282736578117478,0.1924962454322944,0.1850151697325862,3.0,-0.0334436590599611,0.274466023463141,0.2355814234604349,0.0286288282687475,0.026058526993142,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0102844894912712,0.2790472369708942,0.2355832341520589,0.1759136655881285,0.1538540315794655,1.0,0.0065534441848329,0.2449186348926917,0.2071952512873567,0.1720490180378353,0.136274391224329,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0149416810636614,0.2734680746301432,0.2368182041628112,0.2068318050123012,0.1832829731976551,4.0,-0.0495105729313003,0.2579037015255479,0.2250479789512658,0.1279056831985464,0.1132284674246134,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0053194097914195,0.2581047617704384,0.2257604951955606,0.1908323915958308,0.1680094170135115,2.0,-0.0540338037821486,0.3053214862705317,0.2646519941748033,-0.0696223841701635,-0.0850331753179489,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0190604385768451,0.2570510400663789,0.2235153147519569,0.227251694958623,0.2048683344662511,0.0,-0.0379096316653031,0.2985981404503812,0.2584457922164009,-0.0002562663501366,-0.0322947469704457,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0153786338832029,0.2774367125360446,0.2404979257653764,0.1986127495443539,0.171074238028717,3.0,-0.0792618768288786,0.2575963332605673,0.2267994203096874,0.1570001335397891,0.1602298250530184,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0546244459012008,0.2682186104105818,0.2326169019330639,0.1729466471860496,0.1500189105827388,2.0,-0.0780297442015718,0.3020057796041368,0.2605404113119386,-0.0044223990763599,-0.0108098904079278,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.160880876728183,0.2854711370604082,0.2346172850136892,0.134853471431004,0.1210259746136713,1.0,-0.2443855063779114,0.317549775560305,0.2616856709757004,0.0972676685707847,0.0808318377064901,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0864960826101168,0.2845521037572496,0.239042218283205,0.1516681131999248,0.132898040271055,3.0,-0.1241540585492702,0.2803025784374452,0.2324516287965512,0.1572184328683211,0.1312584819911327,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0270175098145815,0.2797468543937623,0.2417161116183037,0.1788827587314492,0.1563207732029538,4.0,-0.0289220307075728,0.2567237614682136,0.2243523162581704,0.1910624593972646,0.1533272497764725,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.010947142718926,0.2711041758961459,0.2311106805287069,0.2252450043564785,0.2095115358486587,0.0,-0.1035359009055933,0.2857335565406114,0.2481475117827919,-0.0120441283364574,-0.0109100647699077,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.130254188943178,0.2949723571805457,0.2380379701319365,0.2325293947969585,0.2037952508497509,4.0,-0.176575713528442,0.2717213522515071,0.2229267976407975,0.0310078202560266,0.0369666300638669,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0491667622388241,0.2624613134421312,0.2242486441036065,0.2450517392902594,0.2229329823461525,3.0,-0.0021697150956678,0.2768183191332978,0.2363593828495335,0.157342553580689,0.1462891300179931,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0714378897648042,0.2567645131507672,0.2210860482530957,0.2788760468718683,0.2592385413503417,2.0,0.0087683016944665,0.2835360448644898,0.2422553304013489,0.1805182210962274,0.1559085365953309,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.2003937736994425,0.285748847065898,0.2464433652294063,0.2633929323160873,0.2380102197273756,1.0,-0.2141030957236767,0.3147965150354826,0.2701198798553141,0.0327925715226219,0.0308726786582522,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0214828547120434,0.258504166446974,0.2245836597568127,0.2557717807357084,0.234010708369254,0.0,-0.0460133888594036,0.2984864356678566,0.2577658929757563,0.087773786757344,0.0382275419038564,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1372306476213722,0.2851762403278975,0.2424703120452602,0.0397432454542658,0.0278403686893159,1.0,-0.071437166243252,0.2937103493804462,0.249702074701291,0.1098093657170246,0.0798365204594918,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0305832982426181,0.2766931577672672,0.2372728234523223,0.1308599423706996,0.1191255613907806,3.0,-0.1274075238230572,0.2824883304453334,0.2418027982424432,0.0063606212971053,-0.0096854550592356,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0337017888001101,0.2727272063742829,0.2357315698426278,0.1991952721658862,0.1806835767501832,2.0,-0.0936546188739606,0.2550925649975914,0.2224103902573366,0.0458132937669813,0.0415740006394556,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0336882303499884,0.272235199633612,0.2353771544933157,0.2097472972545928,0.1948158747632512,4.0,-0.1075978110926441,0.2638437188555837,0.2309043570772872,0.0181304633570782,0.0198444546706214,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1253454385662091,0.2862866861078664,0.2405532690842265,0.0974117834262555,0.0829440926390568,0.0,-0.167896467484838,0.2934135769931372,0.2491159493348064,0.0123043251385486,0.0291101296320222,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0029016600376468,0.2523579394525857,0.2183230276806852,0.2007377064837275,0.1816980251504283,2.0,-0.0548738726691042,0.3050951447167954,0.2655120937571061,-0.0704295765870366,-0.0784211952096623,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0307805927324277,0.2738300498258241,0.2341620432128021,0.1998869553814121,0.1723015009636904,4.0,-0.061158592155355,0.24548137061456,0.2142578579214053,0.0253176639056757,0.0051459304232386,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0028742036876763,0.2736833281571008,0.2372778834213283,0.1697152860332632,0.1520508514267627,0.0,-0.0409420217110079,0.2624561608173509,0.2306539999256058,0.1138088626646362,0.0836796655530015,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0258096560478243,0.2536248460507211,0.2174551689005671,0.1882148737093547,0.1642443019294816,1.0,-0.0612121395976772,0.3072380475388747,0.2647306701654798,-0.0890859217071661,-0.1031791794628245,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0640200576509051,0.2868594997486065,0.2494826486490653,0.2123549896527957,0.1973844845169117,3.0,-0.1411930115171458,0.2655950164090434,0.2320878580939341,0.1149378207512709,0.0814539690293353,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0127112174926684,0.2796409942430012,0.2372754571266926,0.1932206378985967,0.1748665268704802,2.0,-0.1100088964036554,0.26496542355637,0.2246345332193247,0.099090559565958,0.0764421121079617,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0127612878267932,0.2693811886503706,0.2275484112951889,0.2151080698869162,0.1923365101822045,3.0,-0.0476667078749304,0.2768068932802719,0.2371807771360417,0.0885186703306539,0.0530499500248668,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0703733698786828,0.2878673704087069,0.2426811791046441,0.1303957548737362,0.1178352835874664,1.0,-0.076323576867151,0.2508660040911691,0.2091608954025764,0.1346745254676124,0.0981655172703124,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0156583660704356,0.273997972701247,0.235271221125323,0.1725033416490869,0.155568013525857,0.0,-0.0155699798739805,0.2704041105274769,0.232198693940514,0.1480331014694612,0.1294970670935926,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0661192513773637,0.2591746346760538,0.2210408341104816,0.2632255550020522,0.2442567509151493,4.0,-0.0012846688429692,0.2772666954825446,0.2373848886737695,0.1609440425992039,0.1532530170350245,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0277309391979494,0.2587618048254104,0.223930519467515,0.2147627920212996,0.1825450382134042,2.0,-0.0090872663871568,0.2899565660928135,0.2474048453975807,0.150070981859534,0.1353834262361981,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0102429640971639,0.2564474763442629,0.214370915965976,0.20617047059713,0.1885583858960257,4.0,-0.0509047650286496,0.2967816620659991,0.2557255818385838,0.0231210935476861,-0.0028230913455285,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.028020601085382,0.2533225362167309,0.2147006233839827,0.2009759696286838,0.17522416467475,0.0,-0.0674117582079374,0.3090440095710072,0.262991484850645,0.05538773566643,0.0327370854037506,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0425392055159459,0.266143137584993,0.2276412578394752,0.2407577759339721,0.2251866551745767,3.0,0.0236748896047624,0.2650752631114802,0.2311519427434496,0.1904145045229321,0.1702956718309542,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0745254576550678,0.2626423794724876,0.2295461976347298,0.2444483709677865,0.2234350545316083,1.0,-0.0497895338188463,0.3069585224388643,0.2657057809394297,0.0027140997250198,0.0032027942505637,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0480817839052982,0.253284091255852,0.2198891875716696,0.2534007928817676,0.2321720559545664,1.0,-0.0207234417161745,0.2897778752437793,0.2515453796710363,0.0229632640075084,0.0251275863718691,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0400017466706315,0.2702466663655817,0.2279895996698154,0.2572670489496987,0.2394042398960027,2.0,0.0238335494555638,0.2520356093911425,0.2130247149276004,0.2281131476112143,0.2096032636430999,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0609722074712371,0.2852875110712076,0.2468853973718668,0.105139884635841,0.0895928481791217,3.0,-0.1555867099942582,0.2612523134974084,0.2252908896812532,0.1226052462381498,0.0868574673904799,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1011250747607306,0.2879597762233937,0.2409281138742769,0.165405509603309,0.1496479369065732,0.0,-0.152450415021679,0.2796775952620406,0.2375426341660029,0.0369636435780561,0.0509722244931163,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1338826405853566,0.2874155370441667,0.2377329302409714,0.1655792521303178,0.157120375562159,4.0,-0.1884406754753758,0.2968856851035156,0.2503448789690343,-0.0012143525189696,-0.0120067032857971,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0359356544966661,0.2723585518034603,0.2328161236410761,0.2178584994073479,0.1979130065343569,3.0,0.0269046304024284,0.2376852872805303,0.2043652301175254,0.225149259180105,0.1912057365150102,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0077158667727899,0.2677566088048542,0.2310045971895656,0.2701249703895678,0.2481835030626624,2.0,-0.0627450240876794,0.2897897270063377,0.2497335516110183,0.1376503814229203,0.1282300599566779,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0103351649936336,0.2778960685912549,0.2312648543915415,0.2079287805064172,0.1896133911638281,1.0,-0.041415869574215,0.2603678192987053,0.2194087292262358,0.1698202093706451,0.1217929885502917,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0144158358778377,0.2696767905796526,0.2336357240542128,0.2113516434467773,0.1892945472219259,0.0,7.566408659165358e-05,0.2692682594050316,0.2342638124796345,0.1551112881762559,0.1283617443302982,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0181284958271344,0.2713428155367622,0.2280782230679746,0.2323739062879388,0.2139553851231534,4.0,0.0150421576422876,0.2564381510823923,0.2163984829091137,0.2063594903041469,0.1742498665138346,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0011067652688059,0.2719639626530917,0.2331667818481835,0.1805185315878298,0.1604406746676485,1.0,0.0358260246733318,0.2608789978229973,0.2240520113984898,0.2521262636031713,0.220276115484662,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.046713264260439,0.270639833914911,0.2314742859182199,0.1348282482396226,0.113982228031081,0.0,0.0402904723508488,0.2812844598091792,0.2398608595299011,0.2684627434883518,0.2526233718337038,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0022883169905425,0.2648599830377236,0.2253757708545119,0.213798982638209,0.1927319480100831,3.0,-0.1403555629446371,0.3064607264364168,0.2628992955732897,0.0534091666401465,0.0269641592296606,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0024726325600769,0.2754671879298332,0.2310922249439875,0.2295400381794489,0.2119409430032042,4.0,-0.0677256014114457,0.2660313764478652,0.2276768790698256,0.0608980012447755,0.0537351103554353,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0724266910078188,0.285593846943812,0.2431643234618482,0.1476772597669036,0.1268089774699889,2.0,-0.0813005984483197,0.266076630238295,0.230410831254866,0.1368261289289274,0.1186670502081804,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0334059299438064,0.2684908202161303,0.2276528992774177,0.2204061489403695,0.2019735160951244,3.0,0.0236236517033047,0.2605013966216942,0.218456540857779,0.2208644070772525,0.1823067597038443,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.024152371984802,0.2716421878950467,0.2243940327114029,0.2343815802030789,0.2071189712768338,0.0,-0.0763205657647216,0.2888777662671342,0.2418977881004876,0.005552907653744,0.0077068286732911,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0072254171962917,0.2753558157603826,0.238426482333686,0.1892283056912666,0.1768236937360646,1.0,-0.1756914972498096,0.2539773147655718,0.2249090670674711,0.099863080051851,0.0654672864007843,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0143228344618975,0.277198044178248,0.2285014253111002,0.2504305822043186,0.2248890988768825,4.0,-0.1686422625065307,0.2802510501848989,0.2318627245551191,0.0960845273327445,0.0746102880159924,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0124088271178702,0.2624229656706028,0.2237252710021583,0.1871392309315559,0.1627906300135015,2.0,0.0868400744821168,0.2765273253308216,0.2326700623390766,0.3044269508738471,0.2768593079005251,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0645187810795209,0.2768740791276667,0.2358252553137143,0.1674219371237885,0.1376343539094123,3.0,-0.1751209229352934,0.3016043978310271,0.2575788573315213,-0.0323571782084982,-0.0374417325479458,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0550200118354182,0.2669851101711284,0.2332663256011041,0.2902179086323337,0.2759169739555009,2.0,-0.0532445339181661,0.2665407823130517,0.2337378120936935,0.2119655733264855,0.2013694816831592,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.03756511193968,0.2693626330294701,0.2311065523112369,0.2265565378788593,0.2136918157345154,1.0,-0.052701104703311,0.2657347909757228,0.2298010169206871,0.0658499989796904,0.0495738105098566,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0248901068998972,0.2658476088969535,0.2315597524975521,0.2263779010796733,0.2124741685457911,4.0,-0.0151181394035389,0.2891031492112393,0.2494247960827191,0.1471516989154703,0.1372172304771338,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1957559679887015,0.2956686330971582,0.2502750811960701,0.0759406938945549,0.0520617358107147,0.0,-0.1313051647699323,0.2893250649495005,0.2465227509589869,0.1507457511736273,0.1298772588654685,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.02725366447179,0.2570910380996463,0.2226499165127699,0.2449114419374846,0.2192417414974076,4.0,-0.0400726448490085,0.2906574251053144,0.2528924910704882,-0.0016559254279386,0.0043609286041027,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.06298692817216,0.2853114216227966,0.2414163278826178,0.1061667877828354,0.0858996883450433,3.0,-0.0696493945075986,0.2341897349397096,0.1932239725638409,0.1852081206966976,0.1314964536285769,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0438683762173088,0.2704154928717193,0.2334956650851332,0.2206534482768541,0.2000316412186473,2.0,0.0241223100203105,0.2379883396400123,0.205043096544987,0.250991857491512,0.248020624985195,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0169265716780245,0.2636012185459529,0.2283686154642926,0.2585319686161237,0.2341689250752499,1.0,-0.0369794715627571,0.2863392355896936,0.2469066071443343,0.1327375909358681,0.1285252464651984,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0358517088868126,0.2642688273634813,0.2219330000763731,0.2496847610739832,0.2333537213993164,0.0,-0.0360445585380104,0.279346185036343,0.2397442407124355,0.0498317266923891,0.0340491342249297,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0127754053968676,0.275795654653347,0.2376777037393895,0.1760062838079109,0.146315576826863,0.0,-0.062453891528696,0.2488348364205867,0.2102435398898749,0.1037721134805188,0.0934077363495456,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0233601026011036,0.2720383822615449,0.2337678583967668,0.2401296545326489,0.2182506939751822,1.0,-0.0455522306282578,0.2661847742053921,0.2279006322025737,0.1112619829547288,0.1027422232739933,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0008875034335726,0.2777576912758703,0.2402615070086171,0.1386904744724465,0.1196685211127916,2.0,-0.0635641943610392,0.2315412207571143,0.2025432713569355,0.200816825028361,0.1952713419165339,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0422429868574554,0.2753395919479526,0.2360830761802779,0.212615416341532,0.1937587089287035,4.0,-0.0449302336345061,0.2796005658286,0.2421637633383443,0.0824013397977533,0.0809849216572135,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0710876060098775,0.2850097932929092,0.2407554716710953,0.1724968287503026,0.1557998364565468,3.0,-0.2795764359131549,0.28801421956551,0.2418330230834809,0.0158656529924074,0.0075505744084396,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0399432072467612,0.2703678567632531,0.2327256070766675,0.2743612233915536,0.2499594714674615,4.0,-0.0690902875724388,0.2536008134604121,0.2161122075533331,0.2311443272875731,0.1931922840529413,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0667179022978112,0.2613040542705155,0.2201097773120122,0.2849287588074753,0.2613271196065627,0.0,-0.0743374503359137,0.281766772068508,0.2379384640324955,0.0626808563603924,0.0607673441968496,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0449930790014548,0.2549064575121414,0.2205534576312456,0.2235590851904077,0.1933632695427518,1.0,-0.0102997971141496,0.2931943628163023,0.249756991672334,0.1082939453506321,0.0862557974420312,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0038511338332161,0.2631904909090354,0.2195240360689036,0.2178766731014573,0.1927825334813839,2.0,0.0240907688031557,0.2904957338981893,0.2497744354811772,0.2051119636459202,0.1761018029217744,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0582939368873067,0.2582143608404246,0.221721985964471,0.2778395747990995,0.2602861084522452,3.0,-0.0733039709655298,0.2941829686076156,0.2530443095135565,0.0294620349616892,0.004234515019958,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0273290534129594,0.2688822965746857,0.2336871420914507,0.2800626617501444,0.2621442870525032,1.0,-0.005675067106049,0.2652160572690702,0.2278570867651868,0.232003645726326,0.2017760997339823,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0596449260691935,0.2626059128015308,0.2246827717636081,0.2503749790406904,0.2361705313196603,4.0,0.0671925639854993,0.2625342560200771,0.2238053082047825,0.2607949022134236,0.2382238918201806,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0475142439220308,0.2642104339192364,0.2227189186402914,0.2698971654049553,0.2539715244063913,3.0,-0.002063135772699,0.2725193802953626,0.2285235253441364,0.2199333425358123,0.2074424644063103,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0398575686361888,0.2770446864317411,0.2393027706372399,0.1658083550505489,0.1507772598000578,0.0,-0.0262990021921047,0.2711880841304209,0.2303702594297926,0.1688832536185475,0.1514864934999094,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0448152735494582,0.2760933127416973,0.2377704458490266,0.1958038832989267,0.1798231694468292,2.0,-0.1216318500060518,0.2908739175040716,0.251467559561705,0.1026766188420797,0.0849683958044562,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0653985532150867,0.261362833877635,0.2206819328204087,0.2829711712053627,0.2648050703903477,0.0,0.0288001677927766,0.2697246703099176,0.2294157594320414,0.2110624528207714,0.1967828327320624,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0112184660328342,0.2695627402984919,0.2337650652873709,0.2420434408625071,0.2278261661295847,1.0,0.036031529221434,0.2656447480551708,0.2300906799424944,0.258172030597582,0.2320284808483983,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0316627413210767,0.2667290860362065,0.2304402270312508,0.2541361860042015,0.2400040456538991,4.0,-0.0331652704522851,0.2747172354106179,0.2399698822348929,0.1952127466509706,0.1688393244363061,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0055820310241222,0.2718038185479041,0.2245324927345703,0.2694152863939071,0.2561795553286614,3.0,-0.1387896283411505,0.2822578056966606,0.2334668852270716,0.1557561351772787,0.1351242128321514,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0225634684517035,0.2732777743772652,0.2377131921012955,0.2480860046133569,0.22829417166756,2.0,0.0065745451970956,0.2727869239119408,0.2364489336788197,0.2416920187928581,0.2271443651161185,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0554294772560456,0.2629963628550303,0.2260212363289858,0.2790956579643289,0.2650060799677725,0.0,0.0336464708857213,0.2679840171513196,0.2341421882408049,0.2620105445197783,0.2287868170010161,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0158786005452074,0.2698533816112437,0.2278520118600071,0.2390278775690433,0.2182904986928848,1.0,-0.0472391922318802,0.2728743411530908,0.2310942805758522,0.1825877131296689,0.1686443026046448,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.1438435418607666,0.2878196706246461,0.2485033266729381,0.2033783100032538,0.1867945747509371,2.0,-0.1360988997415255,0.2968712530692491,0.2582995641566908,0.1942418397959973,0.1706048562295989,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0123249428124346,0.2698195831917291,0.2281580423436885,0.2157695674297342,0.1976722022164313,3.0,0.0152975493056009,0.2666105160277358,0.2234769683954355,0.2181048299585667,0.2125145475889819,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0708508455032775,0.2599311054632569,0.2216308736892525,0.2875444246363926,0.2707280462348461,4.0,0.0350119492314825,0.2715153166921266,0.2302086911573434,0.2330926792598641,0.2185529189105606,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0346877562006123,0.264089553020497,0.22695478962961,0.2694549102281971,0.2510497471919548,1.0,0.0561564344319105,0.2713512107082958,0.2369744574734012,0.2688033024537256,0.2671495743896619,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0081252265654812,0.2690844783265104,0.2231532996624508,0.2832154389851953,0.2673262247358525,0.0,-0.0065183555774908,0.2752474506178168,0.225631923044429,0.2560967107289431,0.2436993306629354,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0753227210930184,0.2611753436000488,0.2214701517950952,0.2898350746816335,0.2704183587656278,3.0,0.0353426590747117,0.2636616400853799,0.222327625089899,0.2330707762176667,0.2202028717076133,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0274595109936708,0.2670888829666342,0.2236382189237892,0.2592969256548252,0.2469709990856995,4.0,-0.0044312508769368,0.2723704579659544,0.2280737595042914,0.2072253645190336,0.1904097476722904,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0677161198108413,0.2613265187650795,0.2199900692577599,0.3047760767642155,0.2913309417485586,2.0,0.0034085119887743,0.2720238036710959,0.2273455030549212,0.2264123194377012,0.2049895124767908,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0380099626620757,0.2651279562923866,0.2220897335436579,0.2695030096862634,0.253381633560361,4.0,0.0235472520546301,0.2704126153946981,0.2279472342080167,0.2494111154145766,0.2363145269792748,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0529527924392617,0.2633711870944498,0.2292693531616013,0.2865649847470454,0.2782069236100391,0.0,0.0651222766768361,0.2632301587931866,0.2296392531010806,0.2795305668339322,0.2700260299129274,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0704282487343427,0.2609988894085356,0.2259543334040463,0.2687422023632816,0.2539651143588478,2.0,0.0598202143177797,0.2640269895504398,0.2270076394385999,0.2479088109800044,0.2367635223731054,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0772731463732776,0.2806962792444409,0.231733295647948,0.1945127852930329,0.1775018255884144,1.0,-0.1119689047358407,0.2878837762513283,0.2345690797692369,0.1863461502148241,0.1771037662535992,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0737868561773242,0.2826717403998161,0.2454854880758308,0.2257448902559529,0.2130442323330242,3.0,-0.0814880822469514,0.2743635713612424,0.2356545183756162,0.2373241593827162,0.2261614390415316,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0613589559686384,0.2599754058114957,0.2236608235967765,0.2609849389437935,0.2429921865502772,2.0,0.0483302543967315,0.2746354294615472,0.2367691232054435,0.2398689579988302,0.2335317898270119,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0545113631672088,0.2627137057046699,0.2277887377735906,0.278450392359772,0.262079368275597,0.0,0.0498419576495726,0.2674494049654501,0.2323385213250699,0.2582523826874525,0.2422164892295022,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0648835473012896,0.2636533333360871,0.2274303612450904,0.2621003623338183,0.2447952761117451,1.0,0.0395567888701163,0.2590227765815491,0.2248237773402573,0.2233976541016324,0.2079539056941774,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0443271396139801,0.2656818070642213,0.2236126342104555,0.264190114434942,0.2530421067124889,3.0,0.0330420276597439,0.2635384150730822,0.2207217005573575,0.2608609374848756,0.2334074788098354,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0569407782508278,0.2616833821772154,0.2248114010416559,0.2571489624450823,0.2402926366246381,4.0,0.0675630975824603,0.2675790565982211,0.232146976067282,0.2650853733161018,0.2521470074986252,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0113465306038049,0.2718333763083997,0.2340706415006582,0.2167950923175662,0.1997965051174771,3.0,-0.0031657379908116,0.2742959047255222,0.2376447942205097,0.215835990844875,0.1973268324276752,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0114052577087251,0.273595226055946,0.232134232742647,0.1991245082344331,0.1840469959462672,2.0,-0.0406314096003732,0.2722143321164989,0.2322196604300033,0.1714905292132817,0.1582204019703246,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0249497796557929,0.2666185315330414,0.2256204255942299,0.2368634670616813,0.2176844542508453,1.0,0.0299093343965757,0.2708700719900786,0.2320107196130411,0.2420371164702111,0.2183209083178359,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0247928509857481,0.2647317393983519,0.2223747848828583,0.2456022322345088,0.2243782519231749,4.0,-0.0277798618989202,0.2856572300662228,0.240599702422881,0.1952475396908039,0.1758782865825535,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0072128877237864,0.2712240040373615,0.2261056586756412,0.2506811646148558,0.2356431147862016,0.0,-0.0741792801806853,0.2840807150543973,0.2358803326303087,0.1879093345820799,0.1692464866376995,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0725788671690988,0.2628838195143956,0.2227192700514584,0.2923822216060681,0.2743513282843249,4.0,0.0603208693853536,0.2549215517370616,0.2135775461724347,0.2700393600820526,0.2624446902411859,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0319616104087855,0.2654825898209461,0.2214247077926208,0.2644368155175544,0.2485190907980713,3.0,-0.0244468439131548,0.2787437118184894,0.2374914206751167,0.1896088514493711,0.1732829777005876,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0097648495027133,0.2692977482387784,0.2224657932225602,0.2975370351012701,0.2839825567334211,2.0,-0.032562047210809,0.2769710359579256,0.2270975978097037,0.2529121576296053,0.2299369825209765,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0129752221910071,0.2751584102104837,0.2251026270142838,0.2944786727341575,0.2766703301870506,1.0,-0.1128923050405648,0.2756934637523701,0.2277122169428164,0.1870444179164223,0.1764942141999814,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.07852653756224,0.2593044578228269,0.2237745353936463,0.290073499076054,0.2749034527304282,0.0,0.0604984752617614,0.2659812914180213,0.228550650013987,0.252983599345982,0.2294090188882064,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0510849304237339,0.264618981579406,0.2286852537264499,0.2977054681138106,0.2826755035201316,2.0,0.0019741979919934,0.2682409236693217,0.2331379657816094,0.2260879262311399,0.202132302780322,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0706439813286391,0.2607184033956095,0.2232419918353319,0.2719849308467189,0.2535595408278459,3.0,0.0703325968711606,0.2635129282719526,0.2256812819007717,0.2721734934466482,0.2696854197231318,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.061698358530418,0.2640200387714359,0.2270613690018083,0.2528841252857275,0.2376209002179771,1.0,0.065580438494438,0.2559475966811748,0.2179441195650174,0.2614140580960818,0.2424132210945428,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.060577435031625,0.2631276657247736,0.2285648137134928,0.2799924140994475,0.2761789093401339,0.0,0.0523039871532773,0.2620540324857869,0.2252794558831188,0.2670106779633123,0.2466948158694694,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0213326892012195,0.2682044117589726,0.2331212109058895,0.2639391426170618,0.2428989138184885,4.0,0.0063828208598313,0.269803747255012,0.2338221197741111,0.2296691612828548,0.2064239992046183,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0040445151096053,0.2717117412618813,0.2345852642765977,0.2861748308248862,0.2736597994023174,3.0,-0.0239503197589805,0.2736793358504126,0.2376139386733779,0.253511605704344,0.2341640862874568,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.041674026184601,0.263311414559092,0.2279531672753986,0.2711279010556726,0.2552983632392306,4.0,0.0585205372268741,0.2705283170990526,0.2326275768670279,0.2709067143601579,0.2486689400142632,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0865068952144587,0.2601697887004481,0.2239477753722983,0.2943436701395789,0.2765696726190096,1.0,0.0243258641887552,0.2626140022166997,0.2249329014095809,0.1970351540212905,0.1834126826393285,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0647457454408345,0.2632834123277084,0.2276918380475965,0.2703001995501514,0.2518290712020899,0.0,0.0294460163223089,0.2620951333965221,0.2230765078637911,0.2020698234620346,0.1786859477965761,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0858424327596659,0.2600089435031663,0.2212021023212092,0.3036423663654506,0.2820161471729608,2.0,0.0600152835123326,0.2577237455070991,0.219160098992955,0.2707841210146888,0.2658947689372449,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0072339181713132,0.2722158637979716,0.2309148012106885,0.252590584566405,0.2363884987551083,1.0,-0.029674327914771,0.2659531191608023,0.2268809765074259,0.2310453938839888,0.2231885853948017,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0436450671978159,0.2635017446065804,0.2267933579120952,0.2903392447608395,0.2687300335299788,0.0,0.0251101981604725,0.2732750104436296,0.2345874492378186,0.2454599001303792,0.232505086169213,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.054362461707658,0.2636969970200611,0.2236107696043116,0.2603610926955704,0.2398391449933596,4.0,0.0026160566634182,0.2700803656096789,0.2299392165277925,0.1877677628798643,0.188252648787508,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0484156032281369,0.2625407187002956,0.2239095345201373,0.273366619914945,0.2537058034396426,3.0,0.0018408245453586,0.2778717978005458,0.238664309005908,0.2282253644764947,0.2101461674291334,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0382682074609369,0.26584568294409,0.223849561281457,0.2622830747685919,0.2534641120317894,2.0,0.006818425346732,0.269361498124556,0.2270166630071143,0.2296447955424493,0.2075657321021821,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0596958636995844,0.2642373247246706,0.2210141664882393,0.3095158515732395,0.2926293928747604,3.0,0.0361076338504442,0.260166555254353,0.2192349097338479,0.2709269094108442,0.2625101037717341,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0500680660317858,0.2634633502997691,0.217943111439933,0.3255682547096846,0.3085055098310629,0.0,-0.0446915121520472,0.2796516594572832,0.2338028223404799,0.2456004190443987,0.2235352394777603,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0618599530321093,0.2617753172775611,0.2171751013239212,0.3404892431830439,0.3245894448867611,2.0,-0.0184030299497746,0.2764939704764448,0.2302578218879602,0.2409188364421279,0.2169383321740433,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0875740457613926,0.2581315499969735,0.2210764870541577,0.3322264689761534,0.3193526195048897,1.0,-0.0286367180833393,0.2778286300365535,0.2369919356391252,0.2136526983448319,0.1921068200035378,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0655689329382692,0.2629170178190956,0.2267078479430577,0.3173465738229472,0.2997721853073751,4.0,0.0121905674459219,0.2655017595210648,0.2255094204564838,0.2643362770005775,0.2485266521674113,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0496430970336109,0.2646010619597226,0.2299063792071834,0.2817316849370718,0.267429030742352,2.0,0.0118041196306484,0.2676235794261342,0.2333004769035007,0.250614163716996,0.2403383797596283,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0257970872165971,0.2753298074413506,0.2290918536572287,0.2212703916327944,0.208100893964049,1.0,-0.0110036029286202,0.269096004370627,0.2255878291517267,0.2220900709739574,0.1904149170282959,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.039376197157887,0.2667791993905863,0.2291999491758904,0.2387698950033003,0.2243937374224564,0.0,0.0293456200315921,0.2623285678388577,0.2240755196254881,0.2235053666758553,0.2092828371519857,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0211883108955117,0.2683933400375681,0.2242466988429517,0.2657773971382994,0.2450330403683264,4.0,-0.0198108030637316,0.2726481740072067,0.2255632895246491,0.2184662401786741,0.2037484785296374,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0770504311477278,0.2599820624602755,0.2207141633431243,0.2841333571672408,0.2653565987139106,3.0,0.0894777930702449,0.259952060453422,0.2241498254083306,0.3007208629884546,0.2985194483702402,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0326150968195626,0.267007295447836,0.2313724338772273,0.2773933822908829,0.2594487029626025,0.0,0.0432574177189115,0.2630928863904236,0.2255432105521717,0.2659060532321889,0.2553893317787495,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0569761684666552,0.2646962392412989,0.2295519543668782,0.2890545118841154,0.2723217183914841,4.0,0.0383155552591696,0.259586973010311,0.2237248827962923,0.2595964752687362,0.2401042092621419,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0877228487049675,0.2613057442315585,0.2258709367796545,0.3178190439957254,0.3029997062219672,3.0,0.0565808966162219,0.2527481031883221,0.219007795039955,0.300006082431392,0.2864237728686894,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0040127146174833,0.2709181887100913,0.223696968516615,0.2733492825468963,0.2621197061096428,2.0,-0.0367953698491425,0.2741277336701252,0.2262455159136096,0.2613418272870635,0.2290127712940375,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0730397086097519,0.260980240027765,0.2206250328398558,0.2919586752006922,0.2748652701764618,1.0,0.0115965253525228,0.2691937490816523,0.2267293168272813,0.2074706294484635,0.1882043075539288,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0230579840696094,0.2681093185097332,0.23117540441927,0.2853528483492386,0.2708464763926983,3.0,-0.0088372033149295,0.2709198022598788,0.2327110779895197,0.2803868785506348,0.2802164842884095,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0771644158050669,0.2597253145462085,0.2216050716281812,0.2948282815612221,0.2793472373266253,2.0,0.0088687117516117,0.2722974098605311,0.2349984282666765,0.2094425160217942,0.17827983139464,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.00239274164492,0.2702864629175337,0.2278993483428869,0.2505742562051724,0.2369082546423235,4.0,-0.0257394248216982,0.2759898798467373,0.2302738859616886,0.2188410234953632,0.218028218451496,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.029944277462971,0.2736238416648265,0.2336493361201845,0.2582777643766363,0.2391512938933478,1.0,0.0432105999775136,0.2703733344956409,0.2318836083832909,0.3125674558464175,0.2887351318575053,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0519525482579357,0.2631788182288709,0.224696911631663,0.2743051481598522,0.2548482651204622,0.0,-0.0034858656833793,0.2743697423016102,0.233761697576174,0.2043576846073029,0.1926714676583687,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0879403959510577,0.2599243487366618,0.2241240280636275,0.3104835543315236,0.2923600049587325,3.0,0.057784103267762,0.2585700093361767,0.2202445239697575,0.2684583200663489,0.2577681780760809,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1045447229735405,0.2558229933952211,0.2193351248242686,0.3333470704737952,0.3172195477241111,4.0,0.0597982377872965,0.2654175633059433,0.226200836741406,0.2674504586507922,0.2382689633684133,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0992742115267809,0.256151046041764,0.21491814902856,0.3423967659570872,0.321172814807023,0.0,0.0105101336166483,0.2739108287838662,0.229895491546682,0.2374012881726677,0.2266469914843283,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1175278615437751,0.2543828861508921,0.2158565516808436,0.3472193824300068,0.3269555267391084,2.0,0.0237769527223609,0.2686959539995618,0.227740477279324,0.2309541457619068,0.2080487124364914,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0964452804892685,0.2816954844431867,0.2417364408664526,0.3058344100770429,0.2857954504233578,1.0,-0.0633636388450358,0.2875289181289438,0.2511909668997425,0.2941233198325647,0.2842498576677361,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0284741732729898,0.2744904433813593,0.2380699399727596,0.198402647959908,0.1896405529700578,1.0,-0.0625656272325758,0.2808190150015277,0.245685095584301,0.1506836845773932,0.1241817011910972,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0845262295135051,0.2811961743166959,0.242443490250352,0.1891477598818853,0.1659177577799811,3.0,-0.0745502174351697,0.2850280061723861,0.2478830668154885,0.1619948129801738,0.1456936594306535,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0386527747229855,0.2666547161534916,0.2258262618278703,0.2408933679766182,0.2260760983663009,0.0,0.0210667964176258,0.2643015241864241,0.2250090363720798,0.2159388857776607,0.1870522477811308,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0327906496880143,0.2650324955745436,0.2237271443581436,0.236436833698508,0.2257779845593898,4.0,0.0317558348325061,0.2726401347601558,0.2306259733819596,0.2281614850632973,0.2133591937090819,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0055019348884453,0.2724488753510429,0.2288340782883143,0.1925981946165241,0.1769462616330332,2.0,-0.0580928813847532,0.2758844480566857,0.2349520089589726,0.1263850224199537,0.1148313107029453,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0380484331257843,0.2683216106033411,0.2322246093530694,0.2418498045880949,0.2252042966658231,1.0,-0.0550571818273464,0.2649654356178718,0.2265505381877464,0.2096736689816811,0.1782980891252018,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0536739300723568,0.2642394038458553,0.2272037852781339,0.2376667820882029,0.22199318329336,3.0,0.0081839165107682,0.2674824653111908,0.2282677887162894,0.1626758029071363,0.142358987775303,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0419294389304583,0.2650255249433583,0.2290506984764148,0.2358541704998132,0.2248421331399281,0.0,0.0126951263508027,0.2702298152540981,0.236647700662808,0.2037984173845288,0.1635740479445119,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0265764988636539,0.2678541593230946,0.2300067265899521,0.1854478058419098,0.1686587170748494,2.0,0.039617237413882,0.2637814270172483,0.2277181724392239,0.2105178216576164,0.1791980821616617,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0241430731137221,0.2686742668425791,0.2315565838538888,0.1726512996726901,0.1542747103113269,4.0,-0.0081886762232235,0.2682641791384071,0.2334011210581225,0.1110486056506487,0.0874623122728696,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0104632343030776,0.2669090621553378,0.2291150779375364,0.1968036056768153,0.1726835283892289,4.0,0.0295586499468257,0.2773704813093359,0.2407936813840476,0.2146697334015763,0.2038370703841611,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0020192876363278,0.2718271333497433,0.2326572251746312,0.2040500805917989,0.1865027536866254,3.0,-0.0537816084419022,0.2757647866645049,0.2361965556080688,0.1430538154672967,0.1091599550162142,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0716627017610185,0.2802027483072111,0.239438961683771,0.1781683685438087,0.1549777473154074,2.0,-0.0484524494074152,0.2789171432234912,0.2379372418277404,0.2035994971858507,0.1940542365082485,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0333569978827352,0.266187962565609,0.2243389547004444,0.2345809308313349,0.2082373377762491,1.0,0.0346975774112733,0.2672982654757807,0.2266358857904858,0.2294449463703242,0.2055847307326631,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0061496369259832,0.2726000242098874,0.2357058118365131,0.2171192358188356,0.1956256814567221,0.0,0.0179205184072467,0.2656229723610093,0.2272544805808445,0.2487633889331979,0.2248413223797439,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0366718165077596,0.2652047319360586,0.2283705557489197,0.2490376854933333,0.2351460076977099,4.0,-0.0189203294150022,0.2768602283072676,0.2417712687150291,0.1693663493945017,0.138297829977465,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0357812606553973,0.2758296185696935,0.2274698973638643,0.2529086511426157,0.230681652625016,3.0,-0.0309386959810313,0.275138680777625,0.2228610925082965,0.2822749611605257,0.2672790996093545,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0649982615266377,0.2623305538526297,0.2242858712378495,0.3008460034702018,0.2828175313033014,2.0,-0.0202946869476789,0.2715911288420155,0.2358424870025776,0.2258351001240003,0.2007327747354837,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0384950110086396,0.2638572329969706,0.2244086623599223,0.2837328497885987,0.2656410533433501,0.0,0.0336141648331712,0.2735244248136151,0.2348751084517945,0.2577316144422286,0.2411137071416499,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0464521632519321,0.2634311123115531,0.2219776366580145,0.2556905552228034,0.229109814644857,1.0,0.0311995179500623,0.2716448341172828,0.231163758191916,0.2348356444109241,0.2313517479616499,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0338741066094512,0.2753561191252183,0.2351233799790315,0.1575035275221643,0.1427770091146083,2.0,-0.0253706532837669,0.2749033088972732,0.2342335002013789,0.1907219161593711,0.1806546884613702,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.038318225766194,0.2650559398996361,0.2296673926390309,0.2285134859845689,0.2165060431150414,0.0,0.0518923261820563,0.2664871016210874,0.2300683812442643,0.2413718732981427,0.2216267437260451,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1873901023275961,0.2956793805024139,0.2495726291054318,0.0946388403290743,0.082922579295354,1.0,-0.1545481180824501,0.2897768225193494,0.2408278139838782,0.1136392598699159,0.1154428229367597,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0163179265968973,0.2749306797258087,0.2339772444714071,0.1747219697723531,0.1585324018382023,3.0,-0.0208698548172134,0.2668478507811138,0.2276422082646118,0.175859001403916,0.1515794414327027,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.031848363221187,0.2737369596048679,0.2351595339665433,0.1557112494918164,0.1445204655013875,4.0,-0.0147482171604966,0.2787916901449512,0.2351145278584316,0.159739327224739,0.1461283064840579,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0615804684685085,0.2631965261854762,0.2281468111960052,0.2606375507458726,0.2417385698203309,1.0,0.0261290611450841,0.2647806007644331,0.227277288801225,0.1930127158297255,0.176233701408996,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0343068495171093,0.266019677154343,0.2300045215877927,0.2509953264208893,0.2316196013653403,3.0,0.0044620397110993,0.2710188664920762,0.238348159357105,0.2619892680506261,0.2544566930501223,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0401399475440013,0.2639723186373191,0.2249698775494605,0.2227780835511648,0.2045067085386232,2.0,0.0576069646831007,0.2689467742630447,0.2297179080092388,0.257961940217419,0.2434619033268532,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0152880545836863,0.2688296377376268,0.2341386514249148,0.242713013050779,0.2253843930486174,4.0,0.0349451905325437,0.2667018579973846,0.2306816518489662,0.2682324395794646,0.2500982576020224,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0607632896331599,0.2631546542383291,0.2280491682935621,0.2683935887774999,0.2456666790585571,0.0,0.0534279489272428,0.261595917669652,0.226023440412853,0.2471658621874581,0.2412587728384233,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.02233444170114,0.2689243231551115,0.2327557092590935,0.2331321417835504,0.2131173509055138,4.0,0.0068473000518877,0.2662371727548063,0.2287782083920505,0.2204697736636813,0.2026995692771579,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0195353633765491,0.2673327567020174,0.2287226340539232,0.2080217104468688,0.1961703811664703,3.0,0.0394436921482557,0.2696736897733338,0.2303307515062639,0.2279164181215491,0.2073832868869032,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0489305655107299,0.264526920036256,0.223963825758255,0.257097373929173,0.2407721879930466,2.0,0.0275950467059586,0.2662340705545122,0.2234522183136562,0.2265701148582881,0.1969402925008256,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0290255467453768,0.2738685373219379,0.2292209157914028,0.1915882471547189,0.1744030330968994,0.0,-0.0595776336327398,0.2830589977678835,0.2414859855479901,0.1605247476358836,0.1588451482524464,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0158992183687678,0.2717507796281698,0.2327484866595047,0.174647367557391,0.1531549519533238,1.0,-0.0056201677372751,0.2772967330442454,0.2362396293985264,0.182530179276922,0.1717494551387058,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0759592709131917,0.2801735137526464,0.2415498926596914,0.2626024429078566,0.2464760150121484,2.0,-0.0718772832475143,0.2843577389912214,0.2462242954237686,0.2523831325564903,0.2345951278926483,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0336838545044586,0.265436938027655,0.2228181780226045,0.2505664291176526,0.2347986075445979,3.0,0.0111823075377225,0.2734462707488659,0.2326057742486524,0.2007525559106083,0.1826156753954937,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0606169884631844,0.2632728150577776,0.2264168609052905,0.2839962173389642,0.2667149425477025,4.0,0.0236800003383629,0.2651791405609707,0.2318468804646026,0.247541716452295,0.2311275822471723,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0401870150566664,0.2649192532976495,0.222411693085957,0.259996536235594,0.246288748680044,0.0,0.007817230381924,0.2723199985406714,0.2314726746783537,0.2201671938232644,0.1951561952087628,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0455710654437365,0.2657349678795204,0.229842804419427,0.2592929826455858,0.2396591879683557,1.0,0.0319090786036022,0.2627497951993397,0.2242536461124639,0.2445784608471216,0.2273401972521297,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0290016037829488,0.2671833727789476,0.2290382219533576,0.2089327114056794,0.1923078053024114,4.0,0.0336491092111557,0.2659136048621713,0.2271498038274857,0.2109091191550698,0.1878287660476474,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0087464861096117,0.268803455773421,0.2242607015194279,0.2518121677488718,0.2370882529018601,3.0,-0.0037589982720143,0.2755219474178011,0.2293730117262476,0.2453632190186274,0.2275591094064692,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0299717847466758,0.2661682508739234,0.2227099450294753,0.2586239292253958,0.2437883229466727,2.0,0.0264185084915413,0.2704524747154804,0.227334471026345,0.2569852582503691,0.2356110873647192,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0744326816479585,0.2600886067555661,0.2216604698172623,0.2819350815975053,0.2659509288924568,1.0,0.0524138127766842,0.2663221541392135,0.2270396404772463,0.2514567891926751,0.2351474230016047,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.00208750546298,0.2702058156609396,0.2325461585092986,0.205937122124745,0.1846023981709281,0.0,0.0277136768464272,0.2688831952641097,0.2350779113013421,0.2151523828683556,0.2090545632381901,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0146962036144701,0.2665713174755124,0.2307696972842111,0.2363927269827873,0.2164858656634228,1.0,0.0353996491919085,0.2756071846176341,0.2429838926011644,0.2462347554294902,0.2389678692910006,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0457333057341233,0.2624263862612935,0.2237747269676577,0.2283020612986565,0.2061820127366574,3.0,0.0616455551404997,0.2714269056128962,0.2324152094964176,0.2652684223858719,0.2539170965677704,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0184184908739031,0.2682164486683039,0.2325857303965705,0.2675908090249559,0.2472596164943922,4.0,-0.0392107491043409,0.2774811674198779,0.2404387915164918,0.1895826460911959,0.1694170083255508,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0488255692139749,0.2648196392388265,0.2295278040801553,0.2623622415806115,0.2422307579646093,2.0,0.0655624190559591,0.2598495151840365,0.2252721166763159,0.3134469848991966,0.2944897182530137,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0073508176771258,0.2659073408891656,0.2300981723219013,0.2328908056352763,0.2110385401221547,0.0,0.0855717177047848,0.2736218438050943,0.2384700359316433,0.3144795245820123,0.3030295025004627,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0501876048275274,0.2637509220737039,0.2249354504769848,0.250801258262867,0.2372475753907099,4.0,0.0543272017883721,0.2649778305398719,0.2229833671412504,0.2682252186350641,0.2423418667812568,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0194573118843004,0.268870673193561,0.2309511975262043,0.220325801821569,0.1998225705748826,3.0,0.0245344486022204,0.2656779570873888,0.2294303199000981,0.2315601467432708,0.2135064245120277,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.017864984976414,0.2722644818288591,0.2258489651944225,0.2320762665943626,0.2092363286132456,2.0,-0.0446782459616093,0.2813937615968092,0.2365903796350864,0.2260838674115144,0.199955900563097,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0399693185976269,0.2661930497984539,0.2298835663713993,0.2576635522318551,0.241238916841452,1.0,0.0332200931610802,0.2636027492529353,0.2252270085427462,0.2313339491169316,0.206647877658293,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0325069898703961,0.2649169670411235,0.2228731200375978,0.2467893290362339,0.228648649049813,0.0,0.0407352584793168,0.271974498541208,0.2297429938938306,0.2711328469375123,0.2366760952509193,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0635808691382481,0.2622221449117081,0.2262631543125827,0.2585362003608019,0.2377007485685589,3.0,0.0458490463664709,0.2648509250175714,0.2259529284443087,0.2219943613419277,0.2074080666524248,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0611709998132956,0.2633826483749639,0.2264913224819863,0.2920148474907809,0.2743819773552453,1.0,-0.0138772929737014,0.2691424556464534,0.2320654204129562,0.1687190624993354,0.1403695666475629,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0016870231607002,0.2711678043985341,0.2325143132206731,0.3179184607089905,0.2958133621841516,0.0,-0.094277427397283,0.281944977390352,0.2432416076276003,0.2037600903511016,0.1980871252029232,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0587334003025868,0.2621410045146813,0.2191445694598706,0.3022565573787898,0.2813500359280441,4.0,-0.0173570465623995,0.2766662403910899,0.232165012326082,0.2006607515317839,0.1840659851171981,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0717028302142165,0.2613342726756373,0.2223257932313445,0.2856150458958367,0.2647325132975365,2.0,0.0166821582258589,0.2678976981849811,0.223745024035044,0.2054703953202361,0.1879136619373057,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0006990458081548,0.2703613430959647,0.2326947071144124,0.2225239535093215,0.2011457438126825,0.0,-0.0087572979202323,0.2744644561988221,0.2334660778173705,0.2203327860407034,0.1953510213720047,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0090779304287221,0.2719643461304696,0.232161619156856,0.2067984110022051,0.1913600042256118,1.0,-0.0195334814285605,0.2646402194840773,0.2224101006405432,0.1971522491365103,0.1828526117141041,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0443525176351426,0.2652347052446807,0.2301123762549549,0.2420507446800887,0.2234341621373565,4.0,0.0289326379210997,0.265493323790502,0.2301342306600507,0.2428278653785904,0.2261699204332063,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0621706952267557,0.2635462157257907,0.22800079922903,0.2817767190232644,0.2700175607291641,2.0,0.0174663535628817,0.2641171074809029,0.2282698193840358,0.2195567723658272,0.2175678369520733,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0164761111170057,0.2713166519578788,0.2332026675081756,0.211679463457978,0.1927874718331661,3.0,0.0318684271547992,0.2563561177014953,0.2185840873858507,0.2375549534170757,0.2259538857292438,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.080455056228753,0.2595545338614242,0.223441316755539,0.2870740367812949,0.2663467555954416,0.0,0.0638483407706881,0.2635844360542789,0.2298788882460435,0.2594358447531025,0.2417720282145229,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0612870164178547,0.2619457735282218,0.2217803161961321,0.2711527609699838,0.2532430944878221,1.0,0.0234911652580933,0.2702780249951932,0.2284031350411417,0.2315663996710896,0.2087978884899218,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0197033763347371,0.2685713013800339,0.2322771728362415,0.2562954221976952,0.2380637890531853,2.0,0.0178807239662469,0.2675508288078723,0.2343662081151971,0.2713695354888703,0.2523961424838919,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0838432535051679,0.2599337151568127,0.2236761890802471,0.2907056487451132,0.2731423356872073,3.0,0.0672315552732361,0.2596258947463088,0.2251456083147727,0.2657911500142805,0.2335309196856815,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.064504295108888,0.2620547208759168,0.2239095891142607,0.2698471521569334,0.2515139104447483,4.0,0.0790820770371406,0.2604118866167301,0.2210514853586016,0.2899582127123399,0.2634883053397644,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0402941555355937,0.2640576963188344,0.2242580244755143,0.2418737255642955,0.2225315676054362,3.0,0.0277248741405891,0.2729038279261249,0.2318133222660445,0.2225862260886996,0.1929590669701767,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0457023404355059,0.2786188696032706,0.235758256748133,0.1767290260490123,0.1571386027884775,4.0,-0.0618897697823939,0.2732681939679167,0.2334299352284892,0.1592566295417181,0.160034510073727,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0002812861815952,0.2698458671363225,0.2281565555997718,0.1878847634547871,0.1653364886605913,1.0,-0.0190632078297825,0.2784419431584436,0.2366543412482951,0.1685836427314467,0.1450187794341757,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.063660129259591,0.2623138038338756,0.2267099948399213,0.2800539923949335,0.2626946494172495,2.0,0.0178064397731207,0.2683434319531156,0.2316353780869633,0.2175393890950073,0.186389255551797,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0375427591426568,0.2673442271716651,0.2300460094417181,0.2523248861783497,0.2381114538964969,0.0,-0.0575076677335391,0.2721400216227262,0.2354200427733418,0.1676119031530774,0.1471563809530179,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.009664849815013,0.2709510205277755,0.2262962975215698,0.2702311826129861,0.2577412801176879,2.0,0.0331406723637969,0.2607142746133577,0.2124953614781274,0.2583073080405303,0.2287380395917431,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0793509583579987,0.2608257695943154,0.2223081272598731,0.2945859042249946,0.2766290046520606,1.0,-0.0063796294596618,0.2686118323402135,0.2294411165375844,0.1855579515578661,0.1506595691241705,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0681499441994418,0.2625067256093515,0.2223227600509158,0.2812748250785689,0.2597818020223607,3.0,0.0160436506680812,0.265168709617222,0.223698194793728,0.215499357105018,0.2022024498287721,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.047868566465182,0.2643169586320612,0.2270208757005915,0.2529219150155995,0.239938125624454,0.0,-0.0274001963767807,0.2742729474179028,0.2373294303941604,0.1757170613557037,0.126078649447095,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0599687897821475,0.2619772965597953,0.2267928339748937,0.2607426524186864,0.2368671298691255,4.0,0.0444484796602531,0.2679861748161689,0.2297405706509909,0.2296751828573378,0.2086134750992184,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.2106514668214396,0.2969360016849453,0.2463452734664696,0.0724242694552161,0.0612518018532506,3.0,-0.2089149393421712,0.302865093657904,0.2531498321791743,0.0694596179256362,0.061449406845036,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0327433809422106,0.2750451340317612,0.2379356969335672,0.1072361296794532,0.0909575526390907,1.0,0.0092370049020286,0.2712477089688103,0.2347455205606377,0.1707057247932249,0.1618893687715203,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.056146678284519,0.2802258298310814,0.2416064412667704,0.1012017203773253,0.0900023573062974,2.0,-0.05048495308524,0.2707062933389052,0.2316225071819237,0.1428358461526482,0.1299693202353736,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0131045833482494,0.2729537894801399,0.2379034510712698,0.1919382138500266,0.181539144194905,0.0,0.0120271062196634,0.2687110786148018,0.2326914826271784,0.2216929351486635,0.2021336730136685,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1725104657813174,0.2927614967608853,0.2449047283881086,0.0812669539218728,0.0709416634415049,4.0,-0.1796622174577682,0.2971726789980901,0.2492075732144553,0.0680906853569411,0.0568201574822597,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0169921094277615,0.2710295377830113,0.2354075965573711,0.2340549833349597,0.213708008098162,2.0,0.0024971066960312,0.2607620400601843,0.2260740444590064,0.261260963135877,0.2448075195670559,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0131138628592625,0.2714078428276132,0.2352012062358308,0.2178891219091998,0.1989770749253547,4.0,-0.027999378302864,0.2656076494241277,0.2314583146389183,0.1884677384159235,0.1780142155444539,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0193573736342136,0.2733880220943808,0.237153595502062,0.2272971034962793,0.2095106707276766,0.0,-0.0349204315811568,0.2766956238823667,0.2395295277519909,0.2191741193952228,0.1869554753670344,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0698285912414509,0.2801150608865551,0.2426998890641778,0.2351872517108125,0.2126209028448673,1.0,-0.0391512053479987,0.2770935068659503,0.2406743672314812,0.2630319080885983,0.2531040445968768,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0421952988190874,0.2652622288391335,0.2299569399434513,0.2307401241081612,0.2055780694656474,3.0,0.0148266008610518,0.2688876586990513,0.233024614979239,0.186763738165163,0.1673098501178605,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0438647360389927,0.2774030773012402,0.2309472418299729,0.1922659070398592,0.1775181551390336,4.0,-0.0723213253219905,0.2786077353848698,0.231957465987986,0.1506138303069387,0.1416695663587243,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0853861174050361,0.2824866980903188,0.2414583577518834,0.129132449834289,0.1061704330832295,3.0,-0.1302312931254086,0.2875898647906924,0.2437819609068848,0.0690603435374409,0.0364353381733676,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0786421386639424,0.280428492884012,0.2396990353065114,0.1509855940000501,0.1350940371028686,0.0,-0.1104603585657288,0.2898269821887996,0.250472664136411,0.1133238734119386,0.0919150509808197,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0716464859451997,0.2806676322080843,0.2342272904832231,0.141697019325239,0.1275171774339387,2.0,-0.1070023885474749,0.2844158181757727,0.2372124008236029,0.129494029020799,0.0999004876888417,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0389708267821364,0.2763821299697024,0.2356165118127613,0.1718303203471327,0.1483298137345913,1.0,-0.0479414131718001,0.2769137707954744,0.2385567367808593,0.1697472987731045,0.1623166068988679,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0507092629997626,0.264290094181707,0.2283298595528068,0.2533676984924796,0.2271917573189734,4.0,0.0605917228841854,0.2617774653701958,0.225291423498822,0.2656872772072588,0.2411674477007658,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0288233299770555,0.2741163413879154,0.2387615056698104,0.2424759719541944,0.2210672601494069,0.0,-0.0133271532087841,0.275924274546166,0.2388986298205602,0.2502582283979612,0.2287757371761146,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0540218710381309,0.2629853225805478,0.2255069231457772,0.2469122842197199,0.2232209651267632,1.0,0.0445977749026368,0.2672977507467151,0.2268821913385025,0.2376003477138784,0.2097694170672883,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0036063624316216,0.2717569821468175,0.2344309813635146,0.2466295659364849,0.219195074601917,2.0,-0.0873959109719204,0.2774489843494495,0.2405562162902348,0.1427958596522797,0.1463780310995709,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0116447550873399,0.2727059070405772,0.2256254017128421,0.2362088638199104,0.2181943238160018,3.0,-0.0755758423171362,0.2805709798344947,0.2338984201021511,0.1344114472769944,0.1159482251374674,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2012091346076991,0.2971846592676047,0.2541748212740011,0.0572933234216484,0.0551801972991268,1.0,-0.2203932930036045,0.2985600949335806,0.2568690896842181,0.0563070442671746,0.0536580469849784,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1503039222057685,0.2898551564541414,0.2481706424057959,0.0810196030692269,0.0677633868707491,2.0,-0.1201487678225219,0.2900448075758496,0.2454138368108998,0.1161789440614737,0.1258753839519998,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1341022925428083,0.287535688932782,0.2465110091681832,0.0882012100521859,0.082141967505135,3.0,-0.1291650996569402,0.2922941505682616,0.2540420969566115,0.0895274797583248,0.0873766816161492,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2417863541913949,0.3026720514393637,0.2541462520454989,0.0645395022279561,0.0546863148255949,4.0,-0.256285375249528,0.3010103924152711,0.2510399968285695,0.0546556105867103,0.0568980024305613,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2777309568211603,0.3072328490797995,0.2574712574744673,0.0379274243615947,0.030256432289814,0.0,-0.3125345196037754,0.306725708827498,0.2525812488340813,0.0382676289962033,0.0317283960987444,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0107773798018808,0.2715475602639769,0.2360719359850053,0.2124327106745958,0.1972556599114124,2.0,-0.0022967841409942,0.2749800400474175,0.2374311236057745,0.2202629049677984,0.1922172182982476,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.019005594208091,0.2665489289920043,0.2310724929764186,0.2050497958024047,0.1867015324419019,1.0,0.0620607178851139,0.2693821196091723,0.2299408613461667,0.2594764230693928,0.2549195631687312,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0262087041787931,0.2685319428781783,0.2324704141576463,0.237719250408322,0.2215231243340681,4.0,0.0116245331405289,0.2649377941527764,0.2266687348081023,0.21667462436713,0.1815765882310673,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0050531930016256,0.2684826766747438,0.2332461420170836,0.2017957092318648,0.18368030240378,3.0,0.0145595596675102,0.2761522847812052,0.242321589956503,0.1980149659174514,0.1829957166580171,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.010843537517762,0.2713913057075785,0.2355249380722703,0.2566964132750365,0.232409906548132,0.0,-0.0130328008522326,0.2771378462454039,0.242185149933676,0.2542047801240968,0.246905605733213,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1013167938058818,0.2842062194419785,0.2436815531240108,0.1489265896843505,0.1256130623082578,3.0,-0.0712296045507208,0.2806903764018119,0.2383389525477538,0.1690195861286572,0.1569521460776193,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.01329332422066,0.2717313661828081,0.2331145706050352,0.180263561907944,0.1642239897085082,4.0,0.0056920252833854,0.2744424440716875,0.2378240503648967,0.1892587475465226,0.1546088624783535,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0171701092127405,0.2740960873526684,0.2334189649737707,0.1795257277231451,0.164869517936566,0.0,-0.0029758651524889,0.2681702336366188,0.2261784282242855,0.2081204452752836,0.1905270638748949,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0491450897710166,0.2787678476164079,0.2324117791329051,0.1871227207892645,0.1635350928620814,1.0,-0.1655630411720519,0.2852707813391242,0.2406560348930871,0.0495896047419636,0.0355192120285994,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0358424337975826,0.2757766037941527,0.2291211114596802,0.2091124493297957,0.178046312581468,2.0,-0.0630689236691099,0.2796390827625496,0.2314248655976541,0.1612023401221994,0.1457939193850538,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.3839984246619501,0.3168852634504311,0.2719449843510543,0.2441999092185794,0.2239557203580486,4.0,-0.3565360639363018,0.3232750597742361,0.2766773502082775,0.2261743464222066,0.2060447473034126,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0123751624984114,0.2700652132921867,0.2257918539385337,0.2355231217253375,0.2055061188479256,1.0,0.0449444708448456,0.2614835295568477,0.220148614974278,0.2488783308989536,0.2337501387381541,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0001399705392028,0.272615022924318,0.2275437876166188,0.2505375780323802,0.2242682391762416,3.0,-0.0227973140967125,0.2671834668269587,0.2226970603520912,0.1956903384138427,0.1832476234937853,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0617975799179585,0.2630825948094051,0.2241020277078751,0.2590014375681334,0.2451915731954813,2.0,0.0320562462428613,0.2642697444872428,0.2272321917425336,0.2144927480704839,0.1897709955200008,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.012830143867704,0.2723530585407179,0.2362098626826221,0.261790366837646,0.2447344791526335,0.0,-0.0379553869004272,0.2777502274763919,0.2402788835337095,0.2159298534577593,0.1769132943424965,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1862058880920161,0.2949751808836334,0.2414989216607129,0.1615326313814657,0.1524297008996684,3.0,-0.185359420107247,0.2958946065948222,0.2461404174642489,0.1293531371581468,0.100019591075032,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0114086114210112,0.2740762411491623,0.2361230662690683,0.1892531467165801,0.177547779073712,4.0,-0.065298223067624,0.2728861132598124,0.234846089371025,0.163194495738424,0.1322479182704709,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0109074510123023,0.2728246495724568,0.2369553108422454,0.1887012784668706,0.1741254874101742,2.0,-0.0393984194294416,0.2749710255474171,0.2406200926352644,0.1458635214571171,0.1160513031561869,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0431736998512362,0.2644377703894516,0.2290854509803518,0.2319855980413594,0.216968475256916,0.0,0.0762877756368107,0.262907415029225,0.225562960019197,0.2786867621822502,0.258865209079086,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0719931121697481,0.2618428088541038,0.2230989141816035,0.2751776996642343,0.2610070183374529,1.0,0.0441517933444598,0.2618659555190412,0.2260365768070416,0.2290315494331244,0.2065236818084761,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0395012118955412,0.2667376090312984,0.2303586537485418,0.2342821932031072,0.2147344765921443,1.0,0.0143167570723261,0.2644778686318421,0.2279453013894503,0.2033235530327454,0.1761505657180929,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0357882012337864,0.2655952721897826,0.2277829312836541,0.2306090728821395,0.2089801549258437,0.0,0.0449455224429747,0.2669272259906918,0.2307987239415688,0.237382032858529,0.2230605509311473,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0583974103426543,0.2639685364995746,0.2272517474220797,0.2462206244473161,0.2326651501770212,2.0,0.0491005441042602,0.2602903994851796,0.220261286317235,0.2366215461173186,0.2022327699824592,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0354074639602779,0.2766104384887759,0.2394084415783024,0.2471455936398238,0.2264511774284434,3.0,-0.0827835515823831,0.2783415714027343,0.2417042540436815,0.2230182710711644,0.1921435042103167,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0150961874683048,0.2703603169961498,0.2302306082453525,0.1796495154240379,0.1520883080144013,4.0,0.0319893550632778,0.2609904148622603,0.2202466836899443,0.2053404345132744,0.1670191089326065,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0297772635776062,0.2669994986737437,0.2303952042746566,0.2278954604394879,0.2006026705516264,1.0,0.0314955537770768,0.2665454269406685,0.2293275350317016,0.2308111792216276,0.2176480097030662,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0287677874070382,0.2762185876091456,0.2364679168261342,0.2128269914908032,0.1994172105517817,2.0,-0.0631069047763552,0.273959672127025,0.2379504552399715,0.166854531154346,0.1492499200537546,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0957091179704445,0.2837168283660564,0.2405237745187869,0.1633877361787343,0.1453283770600334,0.0,-0.117697069967005,0.286172305845702,0.2437006601973263,0.149121835977163,0.109977158023768,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0268355383034235,0.2758159070661781,0.2363509134692683,0.2044926060455366,0.1823975397397335,4.0,-0.0269104402256374,0.2698209875391407,0.2327554801769573,0.2262893956939246,0.1956551365956627,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0762540982398496,0.2808416097557439,0.2403800650695306,0.1407728727414889,0.1196647033392746,3.0,-0.0806041407907334,0.2828415561544276,0.2417697247946658,0.1327583180959475,0.1031649196041647,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0560835542957852,0.2635599789079675,0.2232227389045661,0.2742644558225686,0.2509902562539267,1.0,0.0429997753499751,0.2641400339375807,0.2257996989333111,0.2616162733864509,0.2404283883721587,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0406869734828689,0.2662502729911802,0.2298432761718198,0.2355930829337747,0.2083789010172066,4.0,0.024296382862792,0.2644492315902007,0.2291534772126571,0.2121656115123576,0.1766313329017476,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0109360910986553,0.2729519312180165,0.2353576898913686,0.2528277224690791,0.2311475602344491,2.0,-0.0319130225034407,0.2734029131332418,0.2359278221950506,0.2152649309424213,0.1900752602432926,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0387223266159739,0.266636806743917,0.2249614259199911,0.2436809958121385,0.2196783188025722,0.0,-0.0197416305734146,0.2698158555217732,0.225809240710095,0.1794400820489653,0.1667048117910694,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0335197998668228,0.2665039283496425,0.2298506239624839,0.2340935957012198,0.2085745227146797,3.0,0.0033098927820132,0.2702374301118667,0.2354825663368415,0.1708757565840321,0.1493234058617486,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0926266970398455,0.2827696934836426,0.2394250090493062,0.1469611513797928,0.1249821408746119,0.0,-0.138337061675501,0.2912610431749725,0.2495217604344458,0.0844689550065249,0.0759885565661057,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0632084279798235,0.2603267694111345,0.2234105331331957,0.255276774749606,0.2352289507233739,4.0,0.0627409274853398,0.2700804034528635,0.2331876937233273,0.2540705097432489,0.2435921538765175,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0713537437463542,0.2816928230104491,0.2388567323819473,0.1614640065301635,0.1280375399875871,1.0,-0.0840808988480783,0.2772957479956874,0.230980412742061,0.1723027977899804,0.1633038958285458,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.000913844996192,0.2693921417563351,0.2319368433761962,0.1839110972432482,0.1683708713661796,2.0,0.0025994864552097,0.2766210047330172,0.2393178266149652,0.1846968762859394,0.1533552323361914,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0727060207627471,0.2630412087169662,0.2254359136721228,0.2751863943271121,0.2629668803878759,3.0,0.0419922851864114,0.256038133993997,0.218876587838468,0.2326743442901734,0.2137841658002809,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.030461033559712,0.2683606881740627,0.2320036011049062,0.2462578441778893,0.2282635040225382,4.0,0.0343468156211073,0.2602653108246911,0.2231228792514947,0.2578717184135224,0.2283071258676449,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0440873354789268,0.2647122007960356,0.2276839354509592,0.2451127905384685,0.2248055827205015,2.0,0.0235887049230106,0.2688999360800257,0.2305152656782008,0.2174804573251053,0.2008508290871467,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0428734375068953,0.2663442421906291,0.2280485340651137,0.2423952417148835,0.219865984600391,1.0,0.0187846729031123,0.2631405288904415,0.2248540913662337,0.2208544580682208,0.2057491484049672,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0519498626905634,0.2656439328029435,0.2292739478752126,0.229299177729715,0.2085449941002562,3.0,0.0813197761541544,0.2525351183749781,0.2165036033486466,0.2895963679044194,0.2708669008052415,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0502149582988324,0.277290961907732,0.2406100228654428,0.2395702454827571,0.2157598152889749,0.0,-0.0467373932184818,0.2789708196978542,0.2419024850508136,0.2399454948582997,0.2316530026443103,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0387785941174092,0.273956052539378,0.2350180820945123,0.1675886207603418,0.1517644409079322,4.0,-0.0572686275122387,0.2874899144727051,0.2463939377749362,0.1281042491425995,0.0926010441155515,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0245158700625469,0.2755861934847216,0.2391488668226427,0.2273707738589115,0.2080310135126042,0.0,-0.0089082172239398,0.2671649073375988,0.2304490205150126,0.2597682153171576,0.2500538367198202,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0264409456369996,0.2660691688672758,0.2254546994502001,0.2217780375605898,0.2052294028804752,3.0,0.03889524247143,0.270782956505435,0.2286265402895105,0.2265858386816011,0.2003829943274536,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0299514274165368,0.2683389006254227,0.2271700368183407,0.2294793952427277,0.2066939758642361,2.0,0.0064295915138178,0.2642682195203602,0.2226695570951837,0.1954475652798983,0.1797014126931758,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0534292679173755,0.2794690405149346,0.2346964117129821,0.1528544363337371,0.1271376177819504,1.0,-0.0143956526133324,0.2676555486708138,0.2231116877583896,0.2017733906594265,0.1904533448110474,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0330534606171432,0.2668217603907606,0.2239848170993199,0.2477952119915925,0.2230169830066224,2.0,0.0081589429184153,0.2682472335587259,0.2265780707637367,0.1850618724466992,0.1581181899521418,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0075823130433391,0.2688943108326818,0.232125543601899,0.2531076922461377,0.2310403191387765,4.0,-0.0193021993194171,0.277854615328256,0.2415656957297069,0.1938494617526387,0.1650888969274954,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0516498508792282,0.2640701612500727,0.2256699333077458,0.2568948005133791,0.2356697510856019,3.0,0.0588751479885101,0.2622499769954045,0.2235742280336902,0.2683535694760092,0.2423211781929445,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0435389027952786,0.2644720986094511,0.2273104434872313,0.2269029302801138,0.2117380337994513,0.0,0.040030441397309,0.2678203817711846,0.228811071466302,0.2236945538486378,0.1849897701396165,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.1429131496704627,0.2908907838497987,0.2356449011018656,0.2351212621711031,0.2149110079432144,1.0,-0.1235833002473569,0.2818216893408471,0.2261896119367741,0.2110002938085355,0.1764539675321835,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.992391027716532,0.0224577766011701,0.0031585221933065,0.9961898971398586,0.9813113694097534,3.0,-0.175171740382962,0.3234347303802085,0.2721937732413595,0.0127355082649878,-0.0004258558457687,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9908684151813562,0.0263882530585281,0.0039091418395316,0.995425126383443,0.984065942130964,0.0,-0.1886213651189834,0.2779950956731406,0.2334668348713681,0.1028412282569771,0.0999701146069081,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9916494798498764,0.0249579652889112,0.0033792014954719,0.995817399881324,0.9832096542132104,1.0,-0.1561605482937285,0.2844348087010026,0.2373598574450283,0.0610981151996277,0.064549143380197,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9915151361013635,0.0244239232052861,0.0032577982067406,0.9957497641164212,0.9830620157596264,2.0,-0.1758388543610216,0.313325893613841,0.2608021434784501,0.0614641408156988,0.0456751507629469,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9901686648108772,0.0273111001953238,0.0039618874297778,0.99507342269931,0.9851451484975016,4.0,-0.1721483425863783,0.2729351061652995,0.2320840069701815,0.0703443521595367,0.0837097808097386,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9892243521276114,0.0279878085920362,0.004067612155639,0.9945989255091195,0.9810450968489424,3.0,-0.1504009244512751,0.2940122551201822,0.244096277920104,0.0873623396051913,0.0903834412456162,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9917397245517,0.0239835083594639,0.0030326516937797,0.9958626692338032,0.9816593099228982,1.0,-0.0640918914076793,0.2972123182052394,0.2505792967948162,0.1576314656904222,0.1434456509467806,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9912091515105595,0.0257119845366936,0.0037499257553588,0.9955962367712528,0.9838130307049304,0.0,-0.2020652811580892,0.2862585827666524,0.2404277283430589,0.0726810929740445,0.0779872779594335,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9911341060341914,0.0258037676447746,0.0034770134411636,0.9955584064942158,0.9843891614190434,2.0,-0.3094304501449809,0.2916051763186466,0.2457537497378066,0.0726192656167124,0.0857185775344576,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9887448595596868,0.0275912768987201,0.0041445240339032,0.9943579462539708,0.9787197029522766,4.0,-0.220406984447238,0.3163981491841555,0.2647272952026399,0.0603298553466618,0.0504674201336286,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.990846221305437,0.0256975322018845,0.0042843717555746,0.9954163159027786,0.9847059265868734,3.0,-0.0692286491447589,0.2875929383403096,0.2417320969688472,0.1920276696261201,0.1806097887346486,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9932169705058094,0.0224692541806217,0.0035626660019851,0.99660715499578,0.9827357031579362,2.0,-0.2097537235175102,0.2903707117149712,0.2457997247637287,0.0529847797581949,0.0560635480421888,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9891862500662508,0.0279237323521236,0.0045036529109852,0.9945812511278164,0.9815444925853268,1.0,-0.1257434506309755,0.2938024481961277,0.2464147967694976,0.1078745087898455,0.1151126690561513,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9906200597767064,0.0259495796023427,0.0040783175801838,0.9953022740451032,0.9813302382846808,0.0,-0.1554434781839819,0.2993156591704636,0.251244730788115,0.1020178402937387,0.0769141221646823,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9907086652500088,0.0267226023274511,0.0046667855638946,0.9953476262700772,0.9842756080715076,4.0,-0.1843622629005736,0.2750231222201535,0.2327007230461298,0.0710452105241801,0.0732609487049316,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9878237926115612,0.02795581461728,0.0041434734618775,0.9938948969430256,0.9791579101900106,3.0,-0.2110530702721564,0.3296978545938677,0.2789892514590192,0.0183497856975654,0.0086076596430096,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9880309397112716,0.0276754854154673,0.0040758540014673,0.9939991035517888,0.9787835385922272,2.0,-0.2215925903726026,0.3316450352887996,0.2791481640710689,0.0377710391011831,0.0326413791995576,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9912407281460522,0.025649388244722,0.0036728345893218,0.9956118806322916,0.9863980850435404,1.0,-0.2725412481995726,0.2801956137905985,0.2365409698484862,0.1130554280167283,0.0967138877027621,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9899375097416374,0.02789324528291,0.0041200413888763,0.9949574014154844,0.985147309765293,0.0,-0.2588427673767404,0.2690200966691232,0.2268526460208154,0.0603601704604309,0.0537865255389934,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9892067482547576,0.0269716071059409,0.0039780764796036,0.9945903364112216,0.9810500983643164,4.0,-0.1838692659705778,0.3228121279768259,0.269428735756118,0.0570066384026908,0.0473092776119701,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9899857497965776,0.0276102246706034,0.0041288797140454,0.9949816192258982,0.984890678584354,3.0,-0.1641390617256841,0.2779504387678214,0.2318008630419546,0.082612205059243,0.0969264903711386,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9889571534261914,0.0271773819516853,0.0040101600247909,0.9944645945422158,0.9802598190473064,2.0,-0.1908788874866314,0.322041486588154,0.2742648067643747,0.0401922394790028,0.0409118157867087,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9900637877315738,0.0267203997954237,0.0038096037821668,0.9950208451979644,0.9814117558333042,0.0,-0.1982425612597016,0.3040134509369407,0.258870285687043,0.0448123049394538,0.0581730558211956,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9907735030888648,0.0264707400006441,0.0035283368414317,0.9953773159069524,0.9830033654484824,4.0,-0.2553402708006673,0.2840922866382163,0.2405083296209267,0.0478704116722042,0.0535373734200128,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9900031557363,0.0261103039507842,0.0035762257288338,0.9949902890359238,0.9804207991562606,1.0,-0.1651608959135964,0.311842072855978,0.2624556791299098,0.055354574169817,0.0573097824140485,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.991498147565261,0.0238317558267424,0.0039188533841103,0.9957434726653837,0.9807740395990964,0.0,-0.1679440728590329,0.3189667197381136,0.2679941676697641,0.0606295659625014,0.0720278573112329,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9923644055475792,0.0230204356263759,0.003476925174479,0.9961787614546948,0.981429271060566,1.0,-0.1168492814664288,0.3018684713548463,0.2537134327406813,0.0809525447660915,0.079711511884069,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9915754784122868,0.0253034781585349,0.0040391213086731,0.995781611554094,0.9842623146013236,3.0,-0.2720982730938222,0.2792870200455554,0.2354068092482212,0.1134171349903038,0.1060895283888845,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99100534762744,0.0263315873031436,0.0041495839375639,0.9954950192779164,0.9843833559332786,2.0,-0.3542466301901175,0.2791252679077781,0.2333955982068902,0.0662427191895267,0.0624487691800748,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9928975876656576,0.0232438151619104,0.0034332813053011,0.9964457949380032,0.9844686580002068,4.0,-0.2864862837571911,0.2855407242498949,0.2384323844615765,0.0777283480160537,0.0780081836949958,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9900683473800688,0.025602477147903,0.0035688943789324,0.9950234394985632,0.979836516040694,1.0,-0.1423469757763849,0.3146666984326014,0.263559047377945,0.1065641579028758,0.1096015417751164,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9897362984462442,0.0278270651487788,0.0041982451365215,0.9948564163015468,0.9846556637374256,3.0,-0.2509636970641256,0.2810910091911094,0.2373989668335669,0.1263919246457594,0.11860874820814,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9905470880363748,0.0265643193059007,0.0038388423536364,0.9952636696593776,0.9841270323212984,0.0,-0.1171716264455116,0.2782535485261316,0.2331442097972257,0.1537342150126347,0.1381332920369998,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9896965708704692,0.0282454889886751,0.004253491604902,0.99483620821265,0.9834547411427562,2.0,-0.1601810813125685,0.2697825450677907,0.2265343731889673,0.0873411141431219,0.084096560605766,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9903765477677732,0.0261614758586047,0.0038352474502646,0.9951781197138414,0.9822105640418842,4.0,-0.0983400964777014,0.2961396727040891,0.2472373595047582,0.1266644067937604,0.1190899914606135,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9894234963851553,0.0271370317382047,0.0039365905641809,0.9946993576261828,0.9839667116044734,4.0,-0.072609869896109,0.3027968515145973,0.2545495295916068,0.153883095003368,0.1537823600695785,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9910853146468012,0.0262498026137538,0.003486957743364,0.9955340217209704,0.9843710211574608,0.0,-0.4386033864206418,0.2882035936697681,0.2425287198804565,0.040607826652646,0.0479766579453556,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9899376342342596,0.0275964900678775,0.0040179244413221,0.9949572975336802,0.9836347162670744,1.0,-0.1008821025351653,0.2686732033112202,0.2267049945986777,0.092702820769023,0.0892651907636712,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9909257260410153,0.0254160317077516,0.0036568548330469,0.9954537636146584,0.9810942019938732,2.0,-0.1573050173344665,0.2974947152119664,0.2481792111877809,0.0960436143458732,0.0837729366563329,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9909374350943744,0.0264074719715064,0.0034848308768752,0.9954594886743652,0.9821767496452952,3.0,-0.1941434045542795,0.2786128626351911,0.2353105418340019,0.0757941017295723,0.0769623127957636,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9909122170547936,0.0255195065971201,0.0041697425245598,0.99544847476462,0.98058769473506,0.0,-0.1377054164432209,0.2929052363156992,0.2457603196441504,0.1025813539561292,0.1016531382762461,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.989514648309638,0.0282746271042597,0.0046850932873074,0.994746237388922,0.986316355906032,1.0,-0.3624512591033606,0.2711172336331806,0.2318261492886154,0.1296155947289251,0.1378962177272292,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9917762619645464,0.023704393963829,0.0038842974353349,0.9958833699071866,0.9809805922800804,2.0,-0.1058781191705993,0.3027980048468215,0.2548727141037251,0.1377050257624185,0.1425511647515152,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9900460834978142,0.025943976738467,0.0043225487870471,0.99501486146532,0.9803303838538472,3.0,-0.1664745712904518,0.3170409981329271,0.2698627051574897,0.0425005324957852,0.0393935559306396,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9903225172887232,0.0270037413142886,0.004560003744506,0.9951529310386278,0.9852078658246652,4.0,-0.2335885854818462,0.2768988619078007,0.2339371950555556,0.081694109091632,0.0896354892783513,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9900806096785184,0.02755855321625,0.0041346338592428,0.9950291805018264,0.9842295407422128,4.0,-0.1659142034045349,0.274108655950887,0.2309595907365379,0.0793195554310125,0.0829837487484537,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99186838227606,0.0249163873658502,0.003125840894351,0.9959270244150276,0.9834830199453398,1.0,-0.2741509450217896,0.2845261986950469,0.2415395030611521,0.0232327939329263,0.0338606835979218,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.990133405049826,0.0273361146244678,0.003977832322563,0.99505570283808,0.9865128506705864,0.0,-0.3356184408987437,0.2795166340285772,0.2354046721558565,0.0711633764951409,0.0584201717310236,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.987226355298325,0.0292975248012216,0.0045153829615054,0.9935941770277328,0.9806284967942264,3.0,-0.0770399839386657,0.3065106112345644,0.2554210349892553,0.1453716713008633,0.1366621035069869,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9888033357488132,0.0276055473354908,0.0041427073104958,0.9943872686262628,0.9786318426084,2.0,-0.1797858552920943,0.3092600975099572,0.2594226590117845,0.0845547113864678,0.0846696485277216,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.990685701665202,0.0252408208557307,0.0033936450311656,0.9953335895729888,0.9809679656404364,1.0,-0.130128383534166,0.3077457485356926,0.2591235970823388,0.0904863087957982,0.0811130185686623,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9925793165273676,0.0225846294783531,0.002794280995223,0.9962839240520658,0.9817365057696584,0.0,-0.1992158568866364,0.3179166989320492,0.2673113863782803,0.0315061282347702,0.0366643059733205,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.992343682784496,0.0236298410088349,0.0028927803721202,0.996165859584512,0.981535303971962,3.0,-0.1939491125129022,0.2976703542804752,0.2523824382216612,0.0386978099455886,0.0235328957163775,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9906041378505092,0.0259664949945722,0.0038229104135268,0.9952923208993432,0.9836870947865508,4.0,-0.1066370612894374,0.2970061674566547,0.2494756905236639,0.1487650852951715,0.1390476153360706,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9899588229508663,0.0268431480342597,0.0038542916212229,0.9949680195319331,0.9817731287882544,2.0,-0.1426310886380577,0.2970810659041866,0.2515197040297482,0.0673976541306475,0.0707301739736748,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9917363435572196,0.0252092830061544,0.0036450022225223,0.9958615269052696,0.9857435633962002,0.0,-0.2355851454493009,0.2695631390154013,0.2288252240005981,0.0535239041746721,0.0418383139977963,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9913753132291182,0.0249124529746171,0.0037350819208665,0.9956799146220228,0.981924127217033,1.0,-0.1933296185056203,0.3022116067063022,0.2556595552061437,0.060776958409802,0.0814311076101667,1.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.988147840133054,0.029360726794465,0.004545654822586,0.9940574379202513,0.980336317751506,2.0,-0.2318808485483883,0.3012779582185914,0.2530494111755922,0.0751181996786999,0.0840418055550317,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9893570157749428,0.0284164588136095,0.004239381587622,0.9946655225992902,0.9840529078610084,1.0,-0.2171307182301878,0.2809721857524948,0.2374758008288672,-0.0033265441302393,0.0208135945432146,1.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.991594793903716,0.0254261369969467,0.0037446080859408,0.9957898012179088,0.9849388079998146,2.0,-0.1948057755136989,0.274731043828641,0.2327737456582292,0.0895232506180636,0.0884150627703332,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9920733103972308,0.0239980194941247,0.0033386677466376,0.996030257008654,0.9854048793965569,3.0,-0.06273729205716,0.283364922406456,0.2410441537769707,0.1665116698630114,0.1635197532361886,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9952393774268125,0.0187733212870984,0.002218945338523,0.9976181641977652,0.9832882253300572,4.0,-0.2383016221226017,0.2949157127850652,0.2471796754794784,-0.0121282384139943,-0.0195056524182215,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9891775863508095,0.0281281947644013,0.0041806089870164,0.9945754010515172,0.9840495095414502,1.0,-0.1560161987545476,0.2931347191039012,0.248337181533508,0.1052729600961754,0.0998378011273858,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9915054296449454,0.0242502499566183,0.0030848822520362,0.9957450255675088,0.9810980656393348,0.0,-0.136093119494336,0.30510054335135,0.253909628284241,0.0816900747850063,0.0666512978566354,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9887110383383072,0.0274454196551188,0.004524666756879,0.994343033480402,0.9800393284535136,0.0,-0.1200014419953106,0.3135572714214977,0.2609988475373573,0.1131533457042655,0.1026075764175147,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9906410304605054,0.0259276325415721,0.0043113088408235,0.9953125922270086,0.9801377578595428,4.0,-0.1963280886977423,0.2988523067655492,0.2523020078474255,0.041765336630114,0.0457948215095073,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9919485469940742,0.0246994548928317,0.0035321401305444,0.995968566186366,0.9837066360107054,3.0,-0.3086288802555781,0.2912252700033593,0.2481974852112676,0.0002734534466791,0.0096341264511285,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.990607031712982,0.0259574107195243,0.0042661038006987,0.9952948332151906,0.9802647219464804,2.0,-0.1239030627460666,0.2906266883500409,0.2422110560607463,0.1218239321360711,0.1085156076179247,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.989825956200568,0.027041411019807,0.0045330530631906,0.9949028475488086,0.9834708157331076,1.0,-0.0661166474070527,0.2904668494049638,0.2466776511237708,0.1649514739550666,0.1595435553547924,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9915242673000124,0.0253271483271808,0.0033121483208727,0.9957541649363956,0.9828077019574424,4.0,-0.1500516451801237,0.2800945717200636,0.2347539058309889,0.0841859025164826,0.0844957244097524,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9895473774132292,0.0282235188505023,0.0041655605157869,0.9947612408582072,0.982921450700202,1.0,-0.1705342275411847,0.2779590827374272,0.2327578856918224,0.0576207740603515,0.0565239487465208,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9888580446627604,0.0288425765433012,0.0043026883290337,0.9944147513409436,0.9816624783611824,0.0,-0.1672085721708593,0.285425600435463,0.237452072867133,0.0879516065829328,0.0893632270722051,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9916875775191092,0.0243265101922013,0.0034547660526121,0.9958363202388208,0.9827223033536449,2.0,-0.0831845848426475,0.2923728337074606,0.245930387597274,0.1303900185861145,0.1126462682130938,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.989903814747618,0.0279331045556263,0.0041909358430232,0.9949404294483573,0.9868870255474932,3.0,-0.614654741037417,0.2831685293406223,0.2397327177007499,0.0768141007191057,0.085867035000625,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9928612694108844,0.0227561110167506,0.0031537706295507,0.9964254894394526,0.9851892259813236,2.0,-0.1579091377457164,0.2965068878436922,0.2472749801493729,0.1097798684875619,0.127126544458654,2.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9904744121946516,0.0268948554608608,0.0038490720003603,0.9952269746732652,0.9829879857643486,4.0,-0.1343817676430438,0.2745349318642346,0.2319420667824053,0.0680434210423556,0.0652239288996756,4.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9904508862702442,0.0268684157299127,0.004437685142194,0.9952168759379754,0.9850769689658286,0.0,-0.1456440721593257,0.2659946471625291,0.2212602849324738,0.1208067227436873,0.1257845269518705,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.993363490798348,0.0219078617893061,0.0035732851685983,0.9966805920875697,0.9821777050411352,1.0,-0.1725790011048729,0.2940158039921641,0.2492464193779189,0.0743451954071544,0.0766318335485645,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9912058282032344,0.0256960856126854,0.0040497643577721,0.9955952642199246,0.9841166084014724,2.0,-0.2554198066197344,0.2876102062197803,0.241244712248352,0.1229499674905387,0.1191513296372051,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9903609347526954,0.0270369014091639,0.00423916359511,0.9951708256400618,0.9845465726380622,3.0,-0.1615518074504878,0.2734458957742976,0.227870909038534,0.060231404042991,0.064663240387113,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9906099106237252,0.0267161263810728,0.0044611046673653,0.995296537625638,0.984804687992714,4.0,-0.1853618422223777,0.2803386421668751,0.236127084641435,0.0633737984979748,0.0654745106169889,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9926823888284366,0.0232373851313747,0.0029126795703232,0.9963358157365814,0.983740206697353,4.0,-0.148630782397366,0.2877445333817567,0.2386727156213787,0.1185634960525814,0.0925994591688443,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9927907890132888,0.0229522887292315,0.0030182483065317,0.9963901847241268,0.9849357544797364,1.0,-0.1276949277152193,0.2907738961242936,0.2475761440861255,0.0780207558889729,0.0839299936123666,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9921941280747416,0.023860682751233,0.0032011798793076,0.9960909601276944,0.984411450756602,0.0,-0.0986939592408167,0.2880651769719312,0.2425548009658256,0.1430472936529335,0.1505979667615312,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9945947371014736,0.020123534716912,0.0024828308848937,0.9972948971548689,0.9852975547087912,2.0,-0.1316028183053077,0.276100397448104,0.2301145381916819,0.1527480359964425,0.1441523661174113,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9927239838841148,0.0231705005299687,0.0029536518245234,0.9963566485254616,0.9843315612616184,3.0,-0.1942513284495948,0.2934835148127506,0.2443102772474822,0.1157996655889596,0.1015796850619711,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9925325927092236,0.0234441496405159,0.0029208776349792,0.996260685371416,0.984125359922445,0.0,-0.2201218895817795,0.2981468769462591,0.2495161085772087,0.0511377570602877,0.0598777304775346,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.991899090518563,0.0243213493558827,0.0033005841897817,0.9959426260527016,0.983909318139262,1.0,-0.1306305269891223,0.2915704885743888,0.2452528688387797,0.1404609353753295,0.1328208214654366,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9901407634029928,0.0270668025848223,0.0035616810028689,0.9950595802111916,0.983242679015987,2.0,-0.1153654966316044,0.2794655402727708,0.2338224314732472,0.1752621087522568,0.1648992081737207,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9921142226859286,0.0240231857110714,0.0031784128761189,0.996050516663054,0.9845387678625916,3.0,-0.2053871969563778,0.2996662423346442,0.2506086057264481,0.0983243777963262,0.0952648825209624,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9910820354747758,0.0254621172170294,0.0034489055079681,0.9955321041242904,0.9829497193768736,4.0,-0.0845683544131683,0.2876119921644307,0.2400579397532793,0.1833967209009461,0.1585174041413153,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9924917168438068,0.0236424626142106,0.0036863949361008,0.996241809732856,0.9835763315425726,2.0,-0.0834264527590922,0.27434439770116,0.2254028581284806,0.1869805795102687,0.19215833533031,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9934664151607028,0.0219524176149976,0.0034326145448268,0.9967319471518016,0.9843306008414012,3.0,-0.0929502557807049,0.2809177862546834,0.2346534982468466,0.179355239232865,0.1592660453120266,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9934185137247874,0.0219580137860825,0.0035655785750808,0.9967083263430891,0.9849407956787608,4.0,-0.0967721149728815,0.2852901458331392,0.2374926737838846,0.1701432522590121,0.1516053159336214,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9918651299235912,0.024515158652116,0.0037895806269587,0.9959276467752256,0.9841794941393176,0.0,-0.1074614530947488,0.2818165115448597,0.2320006939136158,0.1560168914465099,0.1563793411776561,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9910939949118504,0.0256163878001496,0.0041467327728359,0.9955409438281648,0.9836182422762846,1.0,-0.094030595622562,0.2815311245321883,0.2336786574864631,0.1632057852962223,0.1627991137506785,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.993238701200765,0.0223235507808812,0.0027711876967027,0.9966147417815036,0.9835300995732504,2.0,-0.1187540924843333,0.2844478570309148,0.2365204156321637,0.1567044014796191,0.1210670095884008,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9916445091976924,0.0247545683402215,0.0033412140168244,0.9958149629636392,0.9837763271350776,3.0,-0.0926989294295359,0.2841890982687181,0.2370897926270123,0.1597477325014508,0.1407441406267565,3.0
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random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9950042585198744,0.0193041286996523,0.0028422869560697,0.9975010973837404,0.9848973419225736,0.0,-0.0924938910795196,0.2743441330376511,0.2309087352237433,0.1704912564661912,0.1602830071381782,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9921944009414352,0.0241460747590215,0.0035935309350543,0.9960922291047056,0.9838340040729208,1.0,-0.1011000939239032,0.2745753084173543,0.2278791400839757,0.1642035898709073,0.142337709188674,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.990565986954048,0.0263406684762248,0.0040965593475798,0.9952742142059656,0.9839672989241824,2.0,-0.0487197669149293,0.2767380637732164,0.2309647379234633,0.2025305614409828,0.1969995315537945,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.993372857880739,0.0221629867401817,0.0032754083232304,0.996683695547048,0.98434116197958,4.0,-0.1147353144563763,0.2809151264104082,0.2333685628570559,0.1527806513810957,0.168262929033474,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.992739378815344,0.0230573499041544,0.002991083991686,0.9963643180024606,0.9844935595806328,1.0,-0.1298085926261369,0.2898582992186871,0.2457945997102181,0.0990823915377381,0.1037700116354364,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9920832793837686,0.0243662469683276,0.0032635919898399,0.9960351253348808,0.983871883945854,0.0,-0.2055789471545168,0.2846565604971274,0.2379639287052861,0.0695266371791854,0.0859324105419687,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9913020678457504,0.0254432461563966,0.003529547074685,0.9956428458364666,0.9833356456153352,2.0,-0.0879465096191447,0.2750942478415508,0.2267175478705436,0.1763740796631307,0.1460884980519485,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9963756396047996,0.0162056472565298,0.0019799370400688,0.9981876348387918,0.9867524526563576,3.0,-0.0987787340939043,0.291653167001109,0.2474747907273147,0.1353395950410451,0.1264440651120455,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9916477058990222,0.0247133655300096,0.0033138311073992,0.9958164997639743,0.983774766751944,4.0,-0.1363357286866771,0.2914050357408995,0.2458247785369301,0.1138648465312985,0.1107534942535448,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9943936314181094,0.0201719470791349,0.002591904142273,0.9971942233234876,0.9859166721828884,1.0,-0.0899886236455076,0.2896173286957612,0.2420275837773709,0.1613573809036458,0.137612733970144,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9909431629892244,0.0255794865968548,0.0033866659679421,0.995462849754059,0.9839740879238024,0.0,-0.0601672677537568,0.2881067817081782,0.2443247846298662,0.1734318900988017,0.1459875297575188,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9946797162982592,0.0199784671615908,0.0025225718117832,0.9973374104662488,0.9851170707935194,2.0,-0.1980635994469042,0.2831419621506594,0.2381252009936077,0.0845865731293162,0.0794716024279505,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.992873054726135,0.0228443855505023,0.0029358130652632,0.9964316489125842,0.9853508778816578,3.0,-0.0777385804439725,0.2827223587777477,0.2357946732794613,0.1990100437723786,0.1806981236646212,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9907656211553536,0.0259011078642443,0.0036379576161344,0.9953734009911568,0.98349037783173,4.0,-0.044462159216982,0.282715251689695,0.2365836469078308,0.1794538932066172,0.1708402121749481,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9933188456741376,0.022004368129002,0.0032807211905691,0.9966563983282736,0.9851192496834652,1.0,-0.1116410838305275,0.2932300393318846,0.2465430799141869,0.1376541135773867,0.1353157616328612,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9906951747560828,0.0261066176030886,0.0040317010821974,0.99533946618228,0.9837326387048064,2.0,-0.0223666242307969,0.2755710282832919,0.229585810160774,0.2159121882649574,0.20275997454793,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9905293950463618,0.0264405937540928,0.0040073541595353,0.995256301841127,0.9846459161905688,4.0,-0.0247448306297928,0.2698134134847182,0.2274714533706455,0.2291273428159345,0.2303988793494988,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9903975249794196,0.0265009793699049,0.0041829657731292,0.9951901959141594,0.9828795140649642,3.0,-0.0378882818538344,0.278461130236496,0.2330270845978461,0.1988490309356349,0.176375912243148,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9944039402196386,0.0202863766529923,0.0031084093431808,0.9972006695062816,0.9848368145410205,0.0,-0.1255209575373359,0.2868541889157531,0.2388430354204933,0.1359965812967158,0.128867216364624,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8644821789882485,0.0975308250332826,0.0835505127907979,0.9853482501120436,0.969565088433639,0.0,0.0554163223081629,0.2773291184783784,0.2407970599470899,0.2411376796896474,0.2336375501299521,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8628609035761261,0.1003782004214195,0.0861170619714413,0.983994069093754,0.971985129844678,1.0,0.0647166691101193,0.2616649909754668,0.2273906496857626,0.2665272636939417,0.2604996353320331,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8653150897998985,0.1014423687951264,0.0871549655897332,0.9845973347077348,0.9741199518366052,2.0,-0.2125609281384091,0.2545887675276104,0.2243768372375832,0.1784054544361403,0.1959246024943959,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8625786284156401,0.1009125205897613,0.0864201788724775,0.9837429098713834,0.9718119609879466,3.0,0.0494636351438587,0.259561190001185,0.2261998159180517,0.2441355061296174,0.2443068054279634,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8675940749864629,0.0981453159413526,0.0841139509165553,0.9845717491848004,0.9713109052481677,4.0,0.0177266967847042,0.2728853531303615,0.237827059062805,0.1548900665732864,0.1542267602961775,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8641653147036051,0.1017630869837459,0.0873860853088536,0.985208809498535,0.9756975305001282,0.0,-0.0562476243278458,0.2503972900924445,0.2199312291883274,0.1307253306607969,0.1316347498720388,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8644177712135834,0.10158648563133,0.0870087390697518,0.9845921395764344,0.9738906005783644,4.0,0.0153678389018077,0.2499409990900193,0.219913568527508,0.1870263338715488,0.1800758074922945,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.864757462552618,0.1000491829180963,0.0856959828967853,0.9846101594611908,0.9735778536102264,3.0,0.0250189065764435,0.2619331786219003,0.2299269400305118,0.2219749099232777,0.2389217213395449,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8679032948914611,0.0995680664032715,0.0852773852682092,0.9847385768472576,0.97038403539557,2.0,0.0249940895136182,0.2584258145452277,0.2256045699467025,0.1597556174643042,0.1695871257428356,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8691541714786586,0.0998074379196898,0.0858835911622679,0.9851492252388596,0.9729827490565502,1.0,-0.0632388216468489,0.260341917994036,0.2273536311926212,0.1234785577065485,0.1272378437772574,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8637004856238164,0.1000630915949303,0.0856605488391954,0.9843332739989769,0.9732005153314957,0.0,0.0388140443180524,0.2644181636791103,0.2327306271125005,0.2395942945763851,0.2415589023433172,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8671455568132909,0.1004145625399837,0.0860250331523819,0.983882684485714,0.972539307263228,1.0,-0.0564820053872394,0.2579318448859308,0.2276156346710849,0.1215600877172998,0.136123252333588,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8694582164203399,0.097898987527891,0.0838908885997829,0.9848428426084476,0.970683532277254,4.0,0.0298290716065607,0.2667311098554653,0.2311800102581991,0.1812635738409849,0.1769835007426383,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8723046762681935,0.0979131726380429,0.0839327613751179,0.9849800422194332,0.9692566496463052,2.0,-0.0438707309378658,0.2673415959644084,0.2334148555680781,0.0570301784329516,0.0764787368495145,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8655489072411129,0.0975885836817828,0.0836769063097954,0.9860691915706096,0.9697490490576628,3.0,0.0534834171044471,0.2742270098927604,0.2381395545125401,0.2404447572118768,0.2282792716447369,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8655075622462445,0.097453429772904,0.0834401014052818,0.9842726272072466,0.9649964389069684,0.0,0.0211344284964475,0.2746062763823518,0.2359050720678015,0.2123579262545762,0.1971831973884842,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8676785483948447,0.097087441793681,0.0831336837701488,0.9829003712668748,0.9667810695176592,4.0,-0.0328329863250493,0.2838941249711,0.2457187726098191,0.0788117592131996,0.0912580369984823,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.859186153591568,0.0985170501969115,0.08457113417201,0.9866020980554,0.9724733407009636,3.0,0.0800632045890895,0.2820325572682392,0.2452833443978063,0.2992864338582415,0.3022795500744217,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8640317515775755,0.0992713258862329,0.0849124340475392,0.98354521854883,0.9708117282349606,2.0,0.0521543173837594,0.2694528794961322,0.2330382616476395,0.2291566980840622,0.2325359403013632,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8666754224301221,0.0979042532081527,0.0843257779427835,0.9849619613284246,0.9676016861631508,1.0,0.0042036249187666,0.2755391212986003,0.2376513178980819,0.117342812522676,0.0982038606314853,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8638173508776645,0.1022747660735125,0.0876362975018985,0.9846316373488772,0.9750937956122953,3.0,-0.0581640627595909,0.2475203441916788,0.2184822263137139,0.1732310169665818,0.1716270022331809,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8626389020371432,0.1023767563835237,0.0876976386320269,0.983032548882894,0.9724804557767144,4.0,-0.1723375902402477,0.2616470575817596,0.2315458958299703,0.1754041853357326,0.1743289440892836,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8707431310367367,0.0988667330320321,0.0846095469241325,0.9842181846438404,0.968367108600325,2.0,0.0142671154903993,0.2592586294804211,0.2238660950958881,0.1674044900386148,0.1874012989002197,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8649277856583532,0.0996051577530362,0.0855539482507847,0.9851964089466478,0.9699733080244204,1.0,0.0534604871434053,0.2636278563398408,0.2289285185237007,0.2618626442373029,0.2566106767596861,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8673217424971043,0.1004555730822393,0.0857573138095237,0.9836950203298492,0.9696496933750354,0.0,0.0288772544354924,0.2540389626789613,0.2210542098582926,0.179278948001741,0.1795389364652796,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8670715542822756,0.0980444457902118,0.0839991063881907,0.9838853372039016,0.969013415876035,4.0,0.0388352222418455,0.2712709587381979,0.2342090215343915,0.1977655265352534,0.2125270633896927,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8678751732759851,0.1010596860364543,0.0870236154292711,0.9844129639484362,0.9726482958285826,3.0,-0.0881543650854688,0.2513200709829197,0.218447928726877,0.1855651241209326,0.2067964654858547,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8672863119845915,0.0999269947604936,0.0855200273144105,0.9840467891052236,0.9694627670988372,2.0,0.0148437807419237,0.2588356733416436,0.2268873384793421,0.1503283572954633,0.1544457795707488,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8680529813172679,0.0988220115273345,0.0845544097386797,0.9827902492575796,0.9675909517638904,1.0,-0.0437490888621847,0.2727979774559896,0.2364763304730123,0.0552288980610965,0.0610362196296147,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.868709310349707,0.0969613172939337,0.0831794092426068,0.9862096767587056,0.9706142645214546,0.0,-0.0390737802640042,0.2873756509985807,0.2515937444845568,0.1296642792069506,0.1238309903101807,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8571130324805922,0.1022871137696509,0.0867268504962371,0.9780763879572416,0.9655280483776876,2.0,0.0582142512782302,0.2641554185602204,0.2291794065212292,0.2436829081600341,0.2460490524439956,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8619598447292004,0.1011874621741475,0.0856781703450611,0.9795935893092382,0.9673307044689856,1.0,0.0096146983496475,0.2643362907772988,0.2301629969765684,0.2069031366600743,0.221141182658245,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8568278383569247,0.1046910345882482,0.0889581449983159,0.977679989644738,0.9697179117201712,0.0,-0.4083138766680623,0.2726775211529552,0.2404915024717514,0.1082221181404692,0.1090664936044673,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8615893358469453,0.1023419786654131,0.0867420912908373,0.9789680127455672,0.9654814681560586,4.0,0.02644058489416,0.2564612434490121,0.2214926899461083,0.1781175347760878,0.1751047704500811,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8563098451294782,0.1024082755478069,0.0875271997999742,0.9795219130350156,0.965684185799529,3.0,0.0453173830841928,0.267340161182234,0.2319383263961151,0.2519092474391636,0.2305661805563312,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8564203599447722,0.0991172263973658,0.0838014759801601,0.9803340845622848,0.9619098691922076,2.0,0.0205752048086768,0.2816894878418713,0.2423460413680522,0.2034269827467278,0.1860805659081203,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8590973857599357,0.1008665351202813,0.086097974185733,0.9799422644838788,0.9669544257605748,0.0,0.0617474916358177,0.2679823590733622,0.231373976742212,0.273255072492405,0.2641929274248665,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.862861456358724,0.0997957751790636,0.0845821601138785,0.9791489177117229,0.9654285395294732,1.0,0.0056460918220138,0.2749174273101807,0.2385562492875278,0.1298363086876477,0.1310130048664664,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8599760898219414,0.1027638001885086,0.0876057418262943,0.979133909288883,0.9684890514942688,3.0,-0.0547684837254944,0.2519469731105094,0.2204592752357667,0.229145163457788,0.2274859808921915,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.865913875846899,0.1003650157854115,0.0849881331347893,0.9789159363449516,0.9652885055256528,4.0,-0.1185640892254213,0.2752804931885603,0.2410780611672278,0.0572280924374225,0.0534456917990151,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8597596703235871,0.103691392664318,0.0875615670137722,0.9781067708847592,0.967591821209099,4.0,-0.0486554053469683,0.2511956400119204,0.2183546189458689,0.1118011802071894,0.1113405908275383,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8598320754509179,0.1039195979329513,0.0883439038112522,0.978972917075868,0.9680101815832902,0.0,-0.0238086814643427,0.2506938859129382,0.2200803843517833,0.1595488095504841,0.1580062467099034,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8665438788692245,0.0989877763205704,0.0840895224331006,0.97990328876687,0.9650231614602032,1.0,-0.057183067488804,0.2780610309075804,0.2421174099386935,0.0516291274196576,0.0648245970930692,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8606415324235758,0.1008127371522172,0.0850560878143392,0.9783726316615458,0.9623693524452328,2.0,0.0409644183784915,0.2669270757807504,0.2309975482897384,0.2309202375175775,0.2234730525456131,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8595112439806307,0.0997074981857393,0.0840791236817417,0.9788921450760744,0.9642218437823205,3.0,0.025971688956708,0.2796807606076754,0.2434371792225662,0.1735715753764122,0.1392163449599318,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8683241486854563,0.0995421704819415,0.0854996285714284,0.9846889809449394,0.9712460289787156,4.0,-0.0230153571108437,0.2633921787510636,0.2287468376838109,0.146593172183032,0.1551835983172597,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8649134984220187,0.0998033815284089,0.0855084400684863,0.983979999432812,0.9695200959200524,3.0,0.0196817592986668,0.2666679871113875,0.2309747519491851,0.1497233883326898,0.1543969568612516,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8620866964681294,0.1008947759982132,0.0864539325679405,0.9847092571790328,0.9737640588093858,2.0,0.0307327183622968,0.2625213132556516,0.2299995970781466,0.2471111414390169,0.2556505575611121,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8634339905718171,0.0999613173643642,0.0856360338332031,0.984544451070305,0.9730814559245106,1.0,0.0348354089822258,0.2667849122807929,0.2341214382754059,0.2202851908521541,0.2347254183647881,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8602651588593957,0.0978282766129448,0.0843582959185619,0.9872919107852036,0.972343579832732,0.0,0.0697069983173553,0.2841673093654146,0.2449093710337242,0.2823732726872945,0.2849662500535415,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8638567808965698,0.1009116714479038,0.0863917906749405,0.9845860000286738,0.9738388275007828,4.0,0.0074506116715228,0.2583586398645172,0.2281401849393761,0.1767113207010985,0.190143067623978,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.870123219727635,0.0983416480711656,0.0843782896104664,0.9854658847852428,0.9697161141508324,3.0,0.0071843300442404,0.2646490836181282,0.2289979795446384,0.1258070107206561,0.142333218766826,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8645289441328501,0.1010432762175397,0.0868859825364799,0.9862854275000156,0.975176062951315,2.0,0.0259777848011675,0.2511296884122778,0.2207119061269165,0.2061440821717965,0.2093257477961232,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8684779927142381,0.0976505234539244,0.0842105877586635,0.986198381681844,0.968910990443432,1.0,-0.0093758041868337,0.2750884465702397,0.2374696327358233,0.0907788868894637,0.0851760335042167,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8651923003944127,0.1017716378457218,0.0874140954170088,0.9845350588032498,0.9717489716996844,0.0,0.0172810524329098,0.2500902900838355,0.2184544965822766,0.1650604538729813,0.1798994436061352,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8646600359470624,0.0973567212031779,0.0837834393814064,0.9870430133915076,0.97163480556657,4.0,0.0385022758045342,0.2819390822239651,0.2445045958222376,0.1980083854271167,0.17839464352728,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8619844415601224,0.095522874741571,0.0818460189672419,0.9870148329878744,0.9675828332430768,1.0,-0.0288005465236336,0.2937866624929042,0.2541415224649089,0.1351804768885679,0.1170650759378126,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8650437118177797,0.1015242748234072,0.0870257496871556,0.9842804539156748,0.9703938303818904,2.0,-0.0140984361974623,0.2569180668876539,0.225261549908569,0.1013481691117143,0.1099924972558985,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8658517844631867,0.0990909175241458,0.084596613277439,0.9828360911725464,0.9669318952732672,3.0,0.0245939312286398,0.2673554769264994,0.2307827299810283,0.2010041438106358,0.2094954421676476,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8662829807718765,0.0979762366992901,0.0840354378646915,0.9848967615586356,0.9660860991249964,0.0,0.0247126344788197,0.2704840687629661,0.2326292806722689,0.2011683530835356,0.1888111472016705,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8610214546886813,0.098475266277645,0.0845819140150441,0.9860993205333002,0.970792777796815,0.0,0.0624446384917704,0.282537629646646,0.2462452065997387,0.2730565731525863,0.2672159576030524,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8617352666935333,0.0960691308350721,0.0822427022219866,0.9861568113016668,0.9664540134079692,1.0,-0.0094285032171705,0.2875890950600467,0.247779138670423,0.1690175155364632,0.1491723068183502,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8627342015717334,0.0994329957166487,0.085337295564652,0.9857522674257244,0.9718630328451396,2.0,0.0507175131793848,0.2737404036001874,0.2392540656753407,0.2734443259623006,0.2490861100974194,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8624521532091154,0.1025469852008441,0.0881290966116187,0.9855586311126104,0.9757606158655694,3.0,-0.0511402524290338,0.2451904954439846,0.2184569237657594,0.1943577477444347,0.1908180396845,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8665186862815842,0.1011848299911145,0.0870289381650388,0.9858539860972096,0.9749843286489024,4.0,-0.1321141278380766,0.2550418121622643,0.2247016766765235,0.189842998048816,0.2137109004297158,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8669764641107232,0.0993269691196867,0.0852306231365119,0.983771552323782,0.9684896735603692,0.0,-0.0355496502684247,0.2705526295282091,0.2346965844788585,0.0703111056583383,0.0733023335569991,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.866926457735382,0.1000731632685178,0.0856910252810507,0.984471299093316,0.9699316783897322,4.0,0.0041320619842171,0.2602686030077657,0.2288880354427096,0.1312832086770901,0.1400164629312586,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8667509972852729,0.1003900581704878,0.0864530537935796,0.9854463325657536,0.9735993441773816,3.0,-0.1005353870954213,0.2581225832168768,0.2256644666303623,0.195951718915855,0.2344936060649308,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.865742220306416,0.1011406889771127,0.0869601690449467,0.9852143399743588,0.972224933105196,2.0,-0.0127852136882518,0.2533966227058679,0.2222768597350569,0.1278505129263517,0.1154798902844851,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8641172922482728,0.1020946773445943,0.0879099589561651,0.9850959583931952,0.9736936896468352,1.0,-0.1088407034332143,0.2552352774809048,0.2242132989921612,0.1511821290599924,0.1386982094558747,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8624143609249767,0.096283476540219,0.0825127948948155,0.9857482376016,0.9654387859417408,2.0,-0.0142696415744516,0.2865645664376365,0.2462083028618732,0.1628813574295206,0.1454140429852209,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8623171272353909,0.0946690782883416,0.0813819230633802,0.9872739928370268,0.9684424076341596,3.0,-0.0166365569144204,0.2975190539218572,0.256243374206719,0.1089819777594303,0.1107569385652216,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8590578005648295,0.0952512378704837,0.0813444273161366,0.9849528062250604,0.967063830400824,4.0,-0.0337825849883088,0.304954159093697,0.2631940429089539,0.1239080204168912,0.1287028394228795,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8600877636506978,0.0978912776925685,0.0840899826966448,0.9867129885001824,0.9706291196212437,0.0,0.0605095283324077,0.285365463987591,0.2484027687385129,0.2578288812510294,0.2536013845849272,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8631805185283778,0.1016433478341781,0.0874833458536584,0.985586217681386,0.9749820834155396,1.0,-0.0622390233648548,0.2517326013536203,0.2218786851630866,0.2191947937032708,0.2241712536651927,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.856224177484175,0.1036947508654977,0.0878135688042752,0.978785406416252,0.967949819150354,0.0,-0.0460386739229863,0.2616108821254531,0.229902171096948,0.1664961990253633,0.1866501384249281,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8610376675390857,0.0994088226377944,0.084086505499396,0.9814753019218144,0.9668513413048888,4.0,0.0457185779642035,0.2767419221334404,0.2411006410655865,0.2186635861608689,0.1958944610896089,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8557620574101501,0.101747183922139,0.0866737662195026,0.98135781894774,0.9693028299486915,1.0,0.0555687577317109,0.2722966310702845,0.2392036389521639,0.3115030800329763,0.300885584247874,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8565073266563972,0.096084325606793,0.0816517065026362,0.9791089950169152,0.9601658956984662,2.0,-0.0636059781866498,0.3056537453463339,0.2624279616996611,0.0965115223096333,0.0901083858186416,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8611149878315633,0.1033270126812649,0.0874477142588564,0.9806003423790652,0.9701712897601404,3.0,-0.0674167507246208,0.2480692976744691,0.2187686119395566,0.1439957056782879,0.1432150788957957,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8605929656079502,0.10312990989692,0.087718704368591,0.9791114875731316,0.9645368853664804,4.0,0.021478690978162,0.2534013026295438,0.2207613309698879,0.1717350804925217,0.1747584038862493,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8539866670635257,0.09716263513271,0.0820537840670859,0.979534589762748,0.9613279075887972,3.0,-0.046391721060343,0.3034879503102811,0.2607322020977753,0.1112086207666017,0.1050975766355901,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8545842252806067,0.09990743081534,0.0847289565896663,0.980185630197892,0.9643811890679422,2.0,0.0589303384671202,0.2870389463940296,0.2500972122801604,0.253062681731569,0.2496338318881291,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8631288931082868,0.1019074541496336,0.0861171174524724,0.9788230731936788,0.9652617845680144,0.0,-0.0506756848570155,0.2604514032305963,0.2287059089922984,0.0896022170989399,0.0976986317697262,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8577664980758178,0.0981669836160205,0.0832445432658137,0.9809550655306524,0.9605111149122116,1.0,0.0218601711962734,0.2821328477958682,0.2430465870119336,0.2092293755965373,0.1950621276904344,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8627009941534797,0.102937950221611,0.0879494487051239,0.9808289417273875,0.9702094514079532,2.0,-0.2205958618193222,0.2558547688330503,0.2252181848494321,0.1520887220080628,0.1712997906518063,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8586777156959318,0.0998699905093542,0.0845846025986591,0.9796390722931748,0.9596420585555644,3.0,0.0020314024956037,0.2768199720632984,0.2364464285714285,0.1792093789360494,0.1611553659264572,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8625686503094739,0.0992923888563614,0.0838926554611816,0.9782943585826284,0.960036915009306,0.0,-0.0244943619024675,0.2768312251397896,0.23882096632825,0.1162004700018699,0.1186412876596108,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8621002766619252,0.0988978859547092,0.083760973702914,0.978021016857034,0.9612361735444492,1.0,-0.0172634453738356,0.2793420399151565,0.2415387371275473,0.1316843911272595,0.1299729572630674,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8606635353799265,0.1027229895656729,0.0874372759029901,0.9794533370585872,0.966886169797446,4.0,0.0264202905404855,0.2554087519072777,0.2215688734485022,0.1848700334549301,0.1933023490188622,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8657665869877831,0.0999455112823934,0.0859288167024073,0.9859485934991238,0.9717277894304268,0.0,0.05800935756706,0.2559370762088401,0.2215872399372793,0.253321160268434,0.2460422168802673,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8646948029785537,0.0992616917206603,0.085287013476232,0.9859237227960088,0.9707579329978442,3.0,0.092917707886497,0.2622877220808792,0.2266439119778346,0.3079816043723353,0.3059904616806431,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8668006635402774,0.0986908063604516,0.0849619510729873,0.987112095738514,0.974084220739492,4.0,0.0647855681980396,0.2644225393808293,0.2314903593299639,0.2616654037086584,0.2610316252128623,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8685884551747397,0.0983456704959837,0.0845969664086223,0.9870349006161524,0.9727425112248208,2.0,0.0550270068535079,0.262399938814267,0.2292966535389517,0.2404465649456361,0.2402939689299855,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.866508927636751,0.0992716164002382,0.0851129431263401,0.985810497883754,0.9723237446005136,1.0,0.0632900700376686,0.2594936822415815,0.226239395840945,0.2637993951417581,0.2686715329526897,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8664983678835689,0.0993606472433697,0.0853502987939344,0.986862096043812,0.9741776890024864,0.0,0.0618352215856167,0.2584202881145402,0.2255895438436243,0.265861575214948,0.2708548412286693,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8683903019444341,0.0976774832749132,0.0838390323569221,0.9866955744348284,0.971811275126969,4.0,0.0374088092986035,0.2722059672101918,0.2355772153209109,0.1992975233451277,0.2038313639946056,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8663193601332593,0.099458205685427,0.0856293710577277,0.9867105730956436,0.974259950485646,1.0,0.056453159173525,0.2584110435340607,0.2260694338539764,0.2713965830561252,0.2709066807958856,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8665209066279883,0.0990750134534183,0.0849580421058232,0.9849317445662316,0.9721775712721652,2.0,0.0317869498516065,0.2651475786336765,0.2315813195560833,0.2253485082982002,0.2012262576384397,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8682091237980655,0.0980117971419647,0.0844826880212212,0.9878997665299448,0.9750696863103838,3.0,0.0609247740401898,0.2665184176061479,0.2338974296015507,0.2605258580188642,0.251451483068295,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.866362606014039,0.0991874127475811,0.0853660802497298,0.986217228152418,0.9725708587743608,3.0,0.0713515472580622,0.2599299705737973,0.2258175260981203,0.2763966236635505,0.2850105481538534,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8673073270288048,0.0987293875413148,0.0851107066584536,0.9868106222947036,0.971648356374926,4.0,0.0607631215637101,0.2625297227462762,0.2266173923750659,0.247148010388931,0.2490025125687116,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8665917073870121,0.0988790958641947,0.0850351281083175,0.9870019227606112,0.9718417215234412,0.0,0.0681274282280854,0.2626470945517304,0.2265255514249177,0.2618680864570463,0.2416388643438076,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8671440872819376,0.0988630968383812,0.0850665697479884,0.9870049779765276,0.9728949193939008,2.0,0.0767434906346575,0.2595892794408229,0.2254038228342061,0.2787482455788896,0.2793250827386365,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8674285168990572,0.0990965955371152,0.0852585833726227,0.9860585460746294,0.9723147394235596,1.0,0.0503614057335367,0.2593313453673814,0.2249738894826047,0.2433578304762347,0.2404871878122364,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8655749913719336,0.099203820287329,0.0849859345079668,0.9853659984335692,0.9726330376394302,3.0,0.0579553341387717,0.2647300512088472,0.2297792719827061,0.2503464091078115,0.2404946831376714,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8645012082819643,0.1001932519917024,0.0862873134857263,0.9860115688713456,0.972391732355242,1.0,0.0913696483327275,0.2536311208236402,0.2201734532131692,0.3205267849920006,0.3038398715071815,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.864133562197801,0.1003385882549924,0.0861901045383338,0.985244993173368,0.9706257104396108,2.0,0.0917231721285256,0.2537021465783736,0.2189612918036779,0.3104435128558209,0.302842893814617,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8653853379495078,0.0992033907514413,0.0854896122340343,0.9861980571493594,0.9723620078192616,0.0,0.0822022495612128,0.2619944297131743,0.2272177559980514,0.2893169456787628,0.2677650610244695,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8653570604934012,0.0990459069355172,0.0849256197244147,0.9856728692961784,0.9716604598525548,4.0,0.0635512822921136,0.266483680979983,0.2319907667458287,0.2551227336013968,0.2424124873159511,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8657542202139579,0.0984607012791665,0.0847158292345363,0.9860920771041072,0.972464470245892,3.0,0.0808756988512711,0.2683141693103884,0.2314271677627572,0.2861808847660465,0.2825574121659243,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8657010408058636,0.0990135833688461,0.0849940323265044,0.986941463790354,0.9733239906607548,2.0,0.0829881116391666,0.2627235788978755,0.2281974499756424,0.2969521717336826,0.3034473090105121,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8669438101592646,0.0987797163019308,0.0849318554698786,0.9849227630791196,0.9718058883536804,0.0,0.0293178188744906,0.2676916929623948,0.2296391949823407,0.1969259680105354,0.2083633255239853,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8656823571410148,0.0986582864583025,0.0845702880919427,0.98480263669538,0.9711914492664266,4.0,0.0642599453240937,0.269075436765413,0.2327645340802987,0.253657842847418,0.2533962751382582,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8661978943335784,0.0986213891507102,0.0842076725372997,0.9855466983043129,0.9704940628900898,1.0,0.0394119162133269,0.2708339827582867,0.2372665122092315,0.2055012023825889,0.1798595704799809,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8643874557445516,0.0998173249512435,0.0855482014798253,0.9851545150429866,0.9713262677758728,3.0,0.0815002494805476,0.2596030052023675,0.2265509775301424,0.2880195613954725,0.2586437915898968,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.868319062675042,0.0976229029225224,0.0839457465894054,0.9870694395889408,0.9731798755801911,2.0,0.0517806877852196,0.2714727121184795,0.2365538804043356,0.2288744181193673,0.2471285271779507,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8672943025243388,0.0989810144382521,0.0851651981161248,0.986638567469264,0.9723196057381284,0.0,0.0673205502385797,0.2590157740990081,0.2245570035622944,0.2705554337089962,0.2416590000906163,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8678333750956242,0.0991427416847278,0.0855112089093701,0.9852779289959168,0.9725336825599166,1.0,-0.0187763568304359,0.2656170080709248,0.2287684705273413,0.1499900138361251,0.1449275075901321,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8659440250980458,0.0999169907916123,0.0856791890896462,0.9847158095824042,0.9711754214352184,4.0,0.0487898517045168,0.2567588958454753,0.2231703277412413,0.2365075406662893,0.2303709107839338,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8626627071738645,0.1002665081453892,0.0851662371674955,0.9810332750316656,0.9666125560667852,4.0,0.0577078659121893,0.2648113714619102,0.228828194799659,0.2440245578615058,0.2235690501040722,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8629723342941593,0.0996729926120207,0.0848148306489635,0.9808019396087296,0.9666349126718524,1.0,0.0430717301171159,0.2714979083846294,0.2332129134697357,0.2148784111288509,0.1936089645033286,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8630193366095738,0.1008448494373393,0.0854429404875971,0.981441644885515,0.966510168566018,0.0,0.066283271806796,0.2560905078357817,0.221732044970162,0.2585301214070633,0.2492713077684889,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8651714998782005,0.0993740782448769,0.0846280444403887,0.9801519479254434,0.9687055971008056,2.0,0.0550012583180352,0.2647168318635238,0.2304962888198758,0.2503009548501106,0.2454788193263601,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8610566063365233,0.1012378343781296,0.0861447899651716,0.9791921226019564,0.9655661618956944,3.0,0.0603215620662074,0.2604557553074659,0.2261307307270734,0.2534633023064811,0.2377008036604803,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8601111152084373,0.1012857913454838,0.086285786604006,0.9800756116994233,0.9666723282895568,4.0,0.0606399277368998,0.2635224599319776,0.2274017473511143,0.2513884216484332,0.2201947571357172,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8630577546564481,0.1006640661816109,0.0861302574105336,0.980901419232658,0.9663137979116968,1.0,0.0523130979741536,0.2598464519657986,0.2240395429911095,0.2491410643472422,0.2258923751888269,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8641252704303944,0.1000421232028263,0.0851660831013976,0.9806265310626524,0.9656238113277826,2.0,0.0292918366001759,0.2655293162805394,0.2304501370113262,0.1947239250180509,0.1928030509708172,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8625949133968568,0.1012851256862177,0.0860187959878937,0.9798603036530316,0.9662876964073648,3.0,0.0121857565824778,0.2603316179825227,0.2250695737425404,0.1725925706943157,0.1760583840259704,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.859348823426521,0.1006704970631169,0.0855253092728627,0.9802704258174884,0.9658703044072604,0.0,0.064979869530709,0.2716812197745587,0.232553278376568,0.2550305442731352,0.2288015779408531,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.861699903803784,0.1002956229949139,0.085296587580417,0.9809194901864318,0.9677387758354506,1.0,0.0514495116405673,0.2690146472035526,0.2304943877116063,0.2294929315372947,0.2150553127506518,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8649303825909551,0.0995143308645595,0.0845837432890754,0.9802814388037452,0.9668686406783364,3.0,0.0433565590609335,0.2660226374600393,0.2300839839848983,0.2178782167814709,0.2238949655029506,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8602448812458778,0.1007630015914403,0.0852744846846435,0.9791253116568152,0.9654339754277268,0.0,0.0168976528558766,0.2742734524952326,0.2364937227499695,0.1712638020847484,0.162920543947175,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8645740034145448,0.0995555995456997,0.0847546681039071,0.9807389767185796,0.9663765910152008,2.0,0.0215267880803791,0.2696801624891866,0.2314520865302642,0.1795423010717523,0.1948112980481431,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8650969733404669,0.0993820361193248,0.0846605333759182,0.9811646220737544,0.9674399122479842,4.0,0.0519331500038959,0.2656149724466298,0.2294977758494702,0.2363019348104963,0.2397632366832957,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8664110879451095,0.099122238451621,0.0852026080858083,0.986613145384106,0.9727813717727276,0.0,0.0527101621085488,0.2630027336289072,0.2297110995158932,0.2428368287377003,0.2362257820272616,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8668992872807804,0.0994371621602406,0.0856203167830606,0.986495333302836,0.9707279435894296,1.0,0.0393756640993089,0.2595123737258911,0.2254668500874658,0.2095901469007329,0.185152125360051,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8673074182899692,0.0985683005236228,0.0848694956236405,0.9876643155669156,0.9731418509137132,2.0,0.061453786650627,0.2640515227731662,0.2289991965808062,0.2493005316744287,0.2246830431193469,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8654877218983993,0.0989280269871796,0.0852688135326203,0.986875819061,0.9734630190621832,4.0,0.0677140967679675,0.2665788600497094,0.2311562889518125,0.2689276357475842,0.2678307544878429,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8672978450998894,0.0993467785496201,0.0857522253768002,0.9875910095800676,0.9737251809641,3.0,0.057596107005685,0.2561006604159821,0.220809558686518,0.2605379817412742,0.2454826538093049,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8669397860097228,0.0984885158867158,0.0847756060795018,0.987058047770692,0.9735357834403456,3.0,0.0487705869417132,0.2680880569572433,0.2317692687959242,0.2222697261304924,0.2337167788997984,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8644015618569543,0.099067868945965,0.0851804729167616,0.9859866190650428,0.9716538846797778,0.0,0.0675781724603666,0.2692242018896836,0.2328208011458206,0.2613946376231467,0.2639200462681637,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8667890255036655,0.0984922638912357,0.0846764614289769,0.9875186452624412,0.9733102456444712,4.0,0.0596168590324892,0.2672588934591044,0.2344420577477367,0.2473602713641182,0.2437312758819072,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.865148880130558,0.0994853863477407,0.0856829381074049,0.9864760772563904,0.9730799608252488,2.0,0.0657282020292396,0.2623669280220114,0.2270763046218487,0.2657594671229772,0.2641741818937846,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8697066234506314,0.0977045616740164,0.0842122073504583,0.988706718326136,0.9759582938091144,1.0,0.052857150547082,0.265032994172745,0.2312446664230909,0.2383616978420731,0.2455372540216714,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8666120551210885,0.0995511460112559,0.0856835239616125,0.986601547374604,0.971744616716306,3.0,0.0479061666593402,0.2582670411043315,0.2229866445773961,0.2334023836753704,0.2380349601230598,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8693148362727938,0.0983074906150679,0.0846440018580196,0.9865632631041106,0.9730306044038391,1.0,0.0021618896849719,0.266461113093151,0.2320461795000608,0.1589307510107014,0.1553000946920772,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8666269715554293,0.0989854302189476,0.085218717380724,0.9865376252290764,0.9715849139255092,4.0,0.0357511500428857,0.2660570036812638,0.2282770701295011,0.2026655940636069,0.1924245953553988,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8685936588131441,0.0981942769366067,0.0845998983374141,0.9873387866430748,0.9723878659890536,2.0,0.0331473812001148,0.2669938678029506,0.2300077531872432,0.1939758111609896,0.1814275340194007,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8660662835372475,0.0986318503837909,0.08477477626576,0.9863809398140688,0.9718545900723412,0.0,0.0649333025254489,0.2675420162376058,0.2321752526793326,0.2553581534663159,0.2585786971222039,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8645498750777872,0.1000891049413582,0.0859196763902195,0.9861478971621656,0.9716596581824064,1.0,0.0658728994455528,0.2580544097446496,0.2254058360532618,0.2738543463119333,0.2627839361873671,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.866259154186032,0.0986822745786237,0.0845819278109838,0.9853555749068944,0.971755129612201,2.0,0.0319186249799074,0.2712630282283695,0.2359939648033126,0.1974504847541355,0.1913298915907717,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8663687084023558,0.0987346796620526,0.0850388836443551,0.9869576240786136,0.9740446463300502,3.0,0.0585720515768916,0.2664397213532843,0.2314628261478504,0.2458203202780304,0.2577271664943341,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8659332499528491,0.0995543192508326,0.0852459943752439,0.9859057522835692,0.9706783774968232,4.0,0.044052550705162,0.2614536143398395,0.2280812660759956,0.2141194087076353,0.192331785056615,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8670006396704751,0.0991645132800802,0.0851891790213582,0.9861617461347588,0.9726075809696128,0.0,0.0411184282155295,0.2618641539142124,0.2281929133479479,0.2089445530907598,0.2124293224573073,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8654358612153682,0.0989545735327636,0.0846820816033215,0.9851869471542828,0.972477976603686,2.0,0.0436624181470326,0.2699505191684657,0.2363501341797589,0.2122067450897864,0.2321091826437184,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8668396326152075,0.0992124983619083,0.0854999913968354,0.9865202803893744,0.9720363452224392,0.0,0.0380036048255475,0.2623617658382591,0.2264730983132382,0.2060995641520924,0.1851292060988118,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8659310493016692,0.0985641088928892,0.0845158471658224,0.9857996428107964,0.9728696535860412,4.0,0.0466045462215595,0.2716740159806293,0.2366032735355011,0.2180413031631216,0.2236054683125672,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8672561467168586,0.0983929937016517,0.0842647281967827,0.9860187452177814,0.9720602571023008,3.0,0.0337167748678797,0.2701863134444123,0.2359130940100678,0.1974023152025896,0.1935374151919499,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8660507550923423,0.0984263743125297,0.0845953894693616,0.986422438789096,0.9717088077332804,1.0,0.0631174403926249,0.2693114994702668,0.2332323625624162,0.2546885874084819,0.243017950293707,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8643268281539103,0.0993572738933597,0.0854532438036429,0.9871577915213776,0.9734865961045198,1.0,0.094936587353157,0.2626223727341018,0.2280349460682823,0.3302075948988467,0.3379467307116958,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8625685439677689,0.1011198315578747,0.0869642026052835,0.9852176163668208,0.9712794761867608,0.0,0.0860161185135416,0.2523100991947469,0.2163869259631388,0.2998460112419104,0.2725525231177862,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8671818905273024,0.0991674396187652,0.0850521524742335,0.9864012179106182,0.9710964400002032,2.0,0.0499474869772758,0.2598065082883479,0.2253598547375472,0.2264763871031411,0.235902157176859,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8672853481189509,0.0989978194151732,0.0850901031568593,0.9865594489763998,0.97215054798923,3.0,0.0349952081868806,0.2633459339835173,0.2275020187387208,0.2018792820708489,0.2119499086881588,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8650219445590918,0.1000238067466639,0.0860230121595108,0.9855204605630234,0.9706057833129,4.0,0.0529205681721678,0.2588881482281607,0.2219126635610765,0.2322082768345846,0.2280044341195286,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8624306572706489,0.1006071837640689,0.0855915054523885,0.9820219482679692,0.9683299231932052,2.0,0.0601346488834014,0.2618665390848997,0.2266443691389599,0.2467014145551881,0.2359867559304399,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8633896635181166,0.0999663844530954,0.0849896283706711,0.98204386040112,0.9675742154420848,3.0,0.0285021558333554,0.2693108954446477,0.2350133829618804,0.1956816911997203,0.1890909196841734,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8611156551078785,0.1018177741647552,0.0865490394822892,0.9802716237194242,0.9652826155884392,4.0,0.0492481756403619,0.2555123413937166,0.2219568298623797,0.2302686262330139,0.2389953754543239,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8627003218518796,0.1002021916753773,0.0851414805858466,0.9817880595051072,0.9667692281844392,1.0,0.059573757412654,0.2647557864644163,0.2290245822676896,0.2471582977406503,0.2260456121574041,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8612606266796332,0.1005460684269937,0.0854253122385971,0.9811929945677856,0.9668266591067582,0.0,0.0477426852740047,0.2685961171272155,0.2330934268055047,0.2255653728253305,0.224354957241468,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8603911267992226,0.1016853071065412,0.0864167596690544,0.9809738449848138,0.967458387042342,4.0,0.0585270173524137,0.2582916741342983,0.2231362036698737,0.2556852085371444,0.2446753041556919,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8641811796280606,0.0997570323761887,0.0846912677373728,0.9817854291542806,0.9685390163828548,3.0,0.0283220551676207,0.2683472972441345,0.2329989985994398,0.2004953359695398,0.1825264996852929,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8622558691141999,0.1003464442913914,0.0854983060333683,0.981397385935928,0.9674548530251996,2.0,0.0449479057282089,0.2673763618003071,0.2320820676531482,0.2208043342202198,0.225214972901135,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8607027655583679,0.1017772298176662,0.086473858876671,0.980273759697472,0.9655250403599208,1.0,0.0515017756027602,0.2573253304951359,0.2184280035927414,0.236371132739567,0.2309147060389652,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8636598339879391,0.0997074899746387,0.0848320951392374,0.9814892376589386,0.9667136597423888,0.0,0.0450375745753528,0.2686391200430973,0.2317893228595786,0.2175713266736618,0.2181613017231454,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8638304001043552,0.1007040406233947,0.0857979575976031,0.9821382699324738,0.9671857033402704,1.0,0.0277375628912042,0.2596713098828924,0.22353776022003,0.1919452120530754,0.1829707845137224,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8629955490204603,0.100274401850108,0.0854832988218176,0.9825376177965904,0.9679536382473636,2.0,0.0355855148467033,0.2665481740711276,0.2287765966386554,0.2010171265021894,0.1839310580438889,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8609695010734496,0.1012246832761132,0.0861191106599139,0.9813722634570596,0.9662312839720684,0.0,0.0288833660198802,0.2651185082707816,0.2282549040920716,0.1940529268689222,0.1887625773384238,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.863155582397713,0.100432708547754,0.085742380648203,0.9809745067337796,0.9657047795249036,3.0,0.031000354347384,0.2647277358966894,0.2263635485933504,0.1968546737977248,0.2049294712416398,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8629074529096553,0.1008876069423158,0.0859710774741068,0.9813671555980188,0.9677899223543645,4.0,-0.0066899637983355,0.2651052907764262,0.2308318999918808,0.1620953459709018,0.1508433827671322,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.0804906701818227,0.2547067905497382,0.218361833706376,0.283723040187258,0.2810971793925136,3.0,0.1316841789074628,0.2665820097224608,0.228755563752616,0.3650598747579698,0.343167442853127,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.1309507195078569,0.2542953155636372,0.2157939882563574,0.3618744355748237,0.3498733676930052,4.0,-0.0251558593857621,0.267896101463926,0.2320359306861394,0.0876986837500403,0.0891236248944333,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.0801937064824377,0.2557452196935742,0.2197264277121584,0.2831898363833633,0.2833202617330294,0.0,0.140673076154685,0.2642335483513193,0.2287571935461088,0.4063303507029461,0.3891120727349179,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.0823410563178518,0.2459504275339912,0.2100566842645708,0.286957548572586,0.2976762856650513,2.0,0.0296179183585769,0.2885047589777202,0.2502995028445424,0.1919537889761105,0.156085121391539,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.0816115281177121,0.2583473271021086,0.2227793811753775,0.2856856329148822,0.2667237806326229,1.0,0.1116717319211397,0.2586880989405282,0.223030365142081,0.349035013363826,0.3377061700708604,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1064158594433614,0.2612022624955268,0.2242487425791557,0.326618112612435,0.3143142314255671,2.0,-9.416978345343346e+21,23324565160.656143,785824566.9207402,-0.0404367087429213,0.2920021422013213,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.0949521106481751,0.2643187949738329,0.2271828409282345,0.3082772547198752,0.2853441005776229,0.0,-4.175364179291925e+20,4629294312.446759,150590955.48082265,-0.0446132123639036,0.1585244931399203,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1214214876077766,0.2570532978409984,0.2180454576763309,0.3488836699614264,0.331408882293782,1.0,-5.4243608890959406e+22,60753418484.83807,1956735854.9041348,0.0225400325820108,0.1184719309911425,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1101257783407813,0.2614692656291636,0.2238215199103821,0.3318837644501018,0.3166174281275411,4.0,-1.5316723125653646e+22,30352970308.40245,1388312547.5792148,-0.0650409880032604,0.0770044233926593,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.110926120826768,0.2569899884647674,0.2188686708860759,0.334505013584242,0.3192502366917451,3.0,-0.0206669726377335,0.2686493848134066,0.230330808080808,0.0997074851584348,0.0912539847203911,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1280385608513409,0.2526564446066406,0.2152292238740931,0.3578641305736881,0.3534196074210324,0.0,-0.0077503015750628,0.2724776718019839,0.2348033870203475,0.1116649916899108,0.1043457988875323,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1314395451413446,0.2516699660318149,0.2137679414595024,0.3625856004765154,0.348659299186532,4.0,-0.0185426811954538,0.2739969391768118,0.2339007518409935,0.1779988842253698,0.1759791555017838,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.091550499488798,0.2492456219629878,0.213438083916089,0.3026175313166558,0.3127491125572793,1.0,0.069430446294063,0.2795544151821079,0.2401475317373775,0.2704928496662956,0.2375204342995408,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1280503651489397,0.2496749369594124,0.2121010407856474,0.3578851547242898,0.3461246510681621,2.0,-0.0218320483438574,0.2785374744519084,0.2402342768514523,0.1245985560722527,0.1160606398604322,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1031163675758919,0.2501571696881884,0.2138164323374276,0.3211469167934974,0.3281678547821826,3.0,0.0417163933317474,0.2816568601923058,0.243236201141489,0.2302510428596012,0.2009435613258734,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.122733788642653,0.2594570397137669,0.2209736625,0.3512656112970382,0.3445453956507184,1.0,-0.1991038940205705,0.2620662484821728,0.2275401778632614,0.141317052896983,0.1523894049691658,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.117971710886447,0.2617063293971813,0.2240889197047179,0.3437278983786931,0.3374076244894497,2.0,-0.1786292802695608,0.2523264657127799,0.2167251275510204,0.1738710880463688,0.1736788478732971,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.0858496412578566,0.250729962465709,0.2140909845132743,0.2950925717094658,0.3025711540429025,0.0,-5.782682638322624e+23,219536935721.10947,6655690990.698541,0.024027918667525,0.2614632094512892,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1018155900673241,0.2468508325178877,0.210652922118251,0.3191746577027032,0.3141259477689623,3.0,0.0102149892357896,0.2921363342777313,0.2517556277964206,0.1761513757695887,0.1500717237418309,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1384974360384416,0.2501236200731868,0.2119242541312854,0.3730979934283903,0.3747070657515471,4.0,-1.0147909369298786e+24,276579283563.804,18224557866.76721,-0.0461166831342589,0.082931037502415,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.1013846063658227,0.2562248744838248,0.2191986190624582,0.3184138962034935,0.3080843100248313,4.0,0.0904961247672809,0.261077525512925,0.2253169527448102,0.3036527851873764,0.2854150810120267,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.1052757397266481,0.2553713960072993,0.2187722281650602,0.3244674259306574,0.315679191456526,3.0,0.0725207028193465,0.2649358083186099,0.225505998423395,0.274173923188968,0.2535793326576984,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.1120788977013401,0.2567109371281948,0.2197359580735618,0.334785109503389,0.3161594599095192,2.0,0.0429719554735763,0.2594807349679963,0.2208540804673797,0.2331754526758874,0.250867456996142,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.1079730544118269,0.2555827708136761,0.2190760769541857,0.3285968782577825,0.3198411576322288,1.0,0.0616898808396519,0.2641352725133037,0.2263808468008483,0.2554993684854976,0.2483661412033269,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.1137545771608757,0.2551517481944083,0.2183091314656398,0.3372787754095634,0.3233763036621879,0.0,0.0435896723007511,0.2648499786905506,0.225324332923893,0.2301900335346269,0.2441113384671551,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1041297872653809,0.2559323835818076,0.2187571362983072,0.3228114882234003,0.3054534915970981,4.0,0.0617564083210016,0.2648526676899174,0.2255852381713555,0.2598497791755693,0.2871287790027935,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1120610570543338,0.2561857153590178,0.2191009012695624,0.3351339912574576,0.3204621614105838,0.0,0.0274303545303158,0.2636790609812202,0.2268668078644501,0.2185900255684073,0.2472326213816968,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1011321839015017,0.2576190929994675,0.2209979838709677,0.3182535061119327,0.3086585629893141,1.0,-2.1370237994275627e+23,123962747122.1482,6086479840.058534,-0.0404814938668591,0.2409433309268773,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1092242089516397,0.2556875932575881,0.2184322850127754,0.3304963405564305,0.3122332945393601,3.0,-5.068273801548544e+21,19324945137.31056,813854667.0419492,-0.0149686501981471,0.2379345264844813,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.0986510371252752,0.2548772639021845,0.216053177898435,0.3191386470072578,0.308295527725587,2.0,0.0516362130466729,0.2733683779549801,0.2325491528132992,0.2577824806240063,0.2353968952849726,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1033951810485029,0.255384855654836,0.21904322036839,0.3215905456381706,0.3172034571502712,0.0,0.0764024383382793,0.2648890505899104,0.2251742165082849,0.2849331698897152,0.2604497305236515,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1047517754738746,0.2564997093587117,0.219785387150017,0.3236885700701331,0.3157173432578198,3.0,0.0748338355656638,0.2602636861856384,0.2224439391976657,0.2787192970210055,0.2699850536439868,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1050531181786279,0.2564150880565387,0.2192727993611621,0.3241584713834405,0.3124514076171703,2.0,0.0777899819564128,0.2600407435649922,0.2238027574216204,0.2836348878024888,0.278924472889511,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1159911275554949,0.2539147021210577,0.2167174743373519,0.3406184704301406,0.3287462997150254,1.0,0.0343549748646599,0.2699109733605354,0.2323532923574418,0.215746001973958,0.2185168266642052,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1142042503572227,0.2572549179602458,0.2202913489321631,0.3379722026317446,0.3260095067616534,4.0,0.029778163910816,0.2575768836853463,0.2201769321598156,0.220304288261758,0.2215502517206531,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.103766914172482,0.2561739713362179,0.2192999940114979,0.3224464695479632,0.3079014936900683,0.0,0.0634110606991181,0.2636819414993716,0.2264825767263427,0.2618776104739784,0.2634395579755949,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.0995446512869628,0.2569771491113459,0.2199364719738102,0.3170157861795847,0.3011511610285449,1.0,0.0531873573445577,0.2644978564985005,0.2285076326726342,0.2462711667335218,0.245095840989559,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.102235415641286,0.2574437496607413,0.2203602520660332,0.3197783712305906,0.3033358019379753,4.0,0.0877128036118131,0.2562034399453698,0.2194774516464194,0.2988442384491775,0.3086332079112298,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.100293771156273,0.2585059173869459,0.2215691871606515,0.3177153054758836,0.3048330556260452,3.0,0.0665092215528397,0.2555388942457421,0.2189140425191815,0.2741845674270069,0.2611400567087404,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1041056912963234,0.2571178002114181,0.219633304056212,0.3237050675024605,0.3123602562789399,2.0,-5.581246912293927e+22,63425134247.22324,3207546909.009269,-0.0280218328649113,0.2826657670252109,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.034615592110154,0.2811244680722158,0.2334540507530338,0.2091613687986919,0.1890966840084351,4.0,-0.0488732099607487,0.2602674295818591,0.220307055030211,0.0767470454676495,0.1100197672167775,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0020967725972096,0.2540269167034406,0.2173282908949664,0.129588091049489,0.1309982821485309,3.0,-0.1950161633950358,0.3276306496413667,0.2740927734691005,0.1751549563176571,0.16125914138706,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0032603184312109,0.2673508229565102,0.2355208995137988,0.1700532678715657,0.1692973703710741,2.0,0.0148903670630128,0.2766132433852227,0.2394824309150378,0.1379522223512534,0.1225325030378894,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0143016757681347,0.2658486018210102,0.2310766187292156,0.1532983878912161,0.1511379494286431,1.0,0.0192656961381977,0.2810062778223968,0.2439195190236011,0.194137029120862,0.1876321062564601,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0106969916750127,0.2677329044192301,0.2349593245836245,0.182061691434445,0.1650541934183208,0.0,-0.0032487980295881,0.2772271659322736,0.2451002725637876,0.1731612321531588,0.1794415685087923,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0298351351033681,0.2702031928784132,0.2346729409965691,0.193032350928223,0.1841305797392838,1.0,-0.1442583351656392,0.2624392668982688,0.2359194543991653,0.0759956359369051,0.0882447598755891,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0167529748468081,0.2664914474005849,0.2330642847932423,0.1558280652173759,0.1577116643644357,4.0,0.0290638057865223,0.2737921287203019,0.2385081779138957,0.2234247176157611,0.1792317503161711,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.024868879729469,0.2670366476766204,0.2332315274152034,0.1807247464735287,0.1575557815240662,0.0,0.0195772866463962,0.2702119080419626,0.2354538498336824,0.1573966959200044,0.1754151512886532,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-5.411475665773047e-05,0.2754221204407375,0.2313100809896722,0.2205674315057554,0.2008960600135746,2.0,-0.0454387657559887,0.2637312528383893,0.2238017799553591,0.073945050788693,0.0762160495634125,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0079414334304174,0.2591897660702305,0.2226584412750354,0.1294388018672577,0.1449648019281598,3.0,-0.0453700089844635,0.2970011914145777,0.2526061507076521,0.243862065721871,0.1973159051017681,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0171407311916073,0.2693587463255296,0.2323263477533063,0.184940301338132,0.1633336423896855,2.0,0.010978853767952,0.2642458770234881,0.2306959979159079,0.1673678236383295,0.1996063396915501,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0057320836823128,0.2669074643868004,0.2294144643995325,0.1557804498275508,0.1492363766501618,0.0,0.0339378849713833,0.2772168827117001,0.2395658455090822,0.2631004753603117,0.2626881886390136,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.01487919162721,0.2713420916859181,0.2331016693836035,0.1891313091245667,0.1699317047976798,3.0,0.0040934369435061,0.2564955358262755,0.2232840787981567,0.1397414100270324,0.1755594422633212,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0052506555327045,0.2637817279268184,0.2327911503563062,0.1607496601708414,0.1635091570131361,4.0,0.0168634246126037,0.2839809432153105,0.2460354214984101,0.1721540685068672,0.1353686834227477,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0087279702809395,0.2597473155745674,0.2240822592687607,0.1343618337491611,0.1394464837456718,1.0,-0.0647529182085975,0.3027883339237379,0.2530242245821414,0.2073352452747472,0.1987535970040326,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0382291016803389,0.2701471069664962,0.2359522089147157,0.2072043977447417,0.1882526880268411,2.0,-0.0462949133037113,0.2588000099918646,0.228024761022542,0.1102965804318651,0.1330619753767002,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0088020276252465,0.2632365617273179,0.2247660834324069,0.1576519186638805,0.1552604956645543,3.0,-0.0443910086467076,0.292807304523014,0.2478274574959563,0.2376603341636466,0.197689891785757,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.032236239666091,0.2711266942994166,0.2347879642816877,0.189300630807106,0.1780564120365143,4.0,-0.0642088788330645,0.2540292206316001,0.2254694244019256,0.0996538105091053,0.0808286675158901,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0376953784023859,0.2726227240294788,0.2378600797584043,0.2059768658888455,0.1960298413507018,0.0,-0.0469816603976167,0.2508021548430529,0.2216323056685186,0.0901677938190168,0.0710285400902421,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0198777233015601,0.2658921453592097,0.2331002625070861,0.2068139705282014,0.1926839265308271,1.0,0.0109494453828482,0.2745634238960291,0.2409807251117847,0.1049327236510621,0.0943984833560963,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.002066381950923,0.2701844358110934,0.236706802019552,0.1762993078481797,0.1518980286271954,4.0,-0.0162267440533732,0.2746054765813876,0.2433130417703819,0.1723567592268133,0.1736859487460308,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0091966490180803,0.2597158985876997,0.2288419484500315,0.1168612308840197,0.1125406101717412,0.0,-0.0371990062815734,0.3003046267121552,0.2563273043924135,0.1508613579020209,0.1486995851797984,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.001988971066192,0.2761675387105895,0.2371281795569414,0.1734712333673903,0.1604737860453039,2.0,-0.054714829957118,0.2454365385467103,0.2179353722851937,0.0438538079646227,0.0429159123819399,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0137533358564283,0.2681619272564219,0.230467543906438,0.2028863582235135,0.1698456538911545,3.0,-0.0158864078051994,0.2756697572548455,0.2360651884259519,0.0908597464620116,0.1085182172236866,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.016299363014373,0.2676129273603736,0.2257168625660828,0.2223756212803673,0.2078627333388973,1.0,-0.0845318306985611,0.2826372087595715,0.2417036733476195,0.0841726272932325,0.0724139461813735,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0139030099785624,0.2746587457027655,0.2343902789781236,0.1992009515069656,0.1777944895653829,3.0,-0.0013706853816817,0.2551525791860943,0.2216699311603036,0.0718100774353445,0.098518112188481,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0237427037663651,0.2716801653374497,0.235327107721651,0.1739501247439987,0.1623545345053511,2.0,-0.041232771059156,0.2544686204188515,0.2258638566930875,0.0809953516488869,0.0776628029020016,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0095898996667955,0.2760503845836313,0.2422101455932853,0.1821988400951459,0.1698998944866767,4.0,-0.4749391972198251,0.26949498012086,0.2413916425720641,0.0942387085715826,0.0979190625859705,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0185990968788724,0.2600096807236333,0.2257080739574924,0.1706066351090486,0.1459485527682044,0.0,-0.0145530154235686,0.2943944487956886,0.2543835004179318,0.1376151600659646,0.1249641124634188,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.017576010584376,0.2578908744854136,0.2247896163988721,0.1774425802130068,0.1468697644233184,1.0,-0.0562991078471664,0.294135632347119,0.252293206872581,0.1205395701578883,0.0995304767437969,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0120453235259198,0.2734032411557551,0.2385346044430828,0.1719295246725228,0.1513278908970048,4.0,-0.0537077857947367,0.2604436985955358,0.2308497052557614,0.1228626403668084,0.1051721730525563,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0073003610840999,0.2669333177924405,0.2343966323368153,0.1721520702619353,0.1504245863467894,3.0,-0.0044137076590298,0.2781862750399483,0.2349572616335699,0.1299421257114881,0.1144495577328316,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0009742157747565,0.2717659442951959,0.2382288355067156,0.186898698514273,0.1624996781885777,2.0,-0.0064223533341141,0.269328469018083,0.2360344625905229,0.1312758296787669,0.1322821285582578,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0125637803191832,0.2680950965243979,0.2317204995323074,0.1703103080328255,0.1504390120231593,1.0,0.0118502733197252,0.2729714818257799,0.237122635882518,0.1653281416416716,0.1533240592732681,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0105840443143324,0.2749192229935794,0.238736216908751,0.1806895798612837,0.1597549225351711,0.0,-0.2079382582570332,0.2541211369305518,0.2279759451313804,0.0715973492690392,0.081131807514766,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0160940323454281,0.2621751613780823,0.2234209773214104,0.1210783377505715,0.1261247838035913,4.0,-0.1530466468289395,0.3152079614548368,0.2599250634376039,0.1970345585123391,0.1807017773531835,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0208187193896748,0.2747579869326522,0.2407269807041654,0.2046766961253272,0.1886702081763308,3.0,-0.0427711167913336,0.2576000793484446,0.2280245611008177,0.0425197760878895,0.0311770213405505,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0237551101672854,0.2693166725044185,0.2310421099635793,0.2071438413035176,0.1842261448838549,1.0,-0.0254949506073358,0.2696999927678794,0.2328410972284348,0.0366564496787459,0.0477326113182612,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0172698690931418,0.2649853015976949,0.2283028313362529,0.1775417053741564,0.1599251348850056,0.0,-0.0494852397750866,0.2823509240770608,0.2396248848407028,0.1611900452786165,0.1467635213857049,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0153576832946293,0.2626625180268235,0.2298835038414567,0.1548415085920271,0.1568405372871023,2.0,0.0174763350954084,0.2837624031741804,0.2443746761003817,0.2035458086942089,0.1561427201613597,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0182090013069053,0.268870568159314,0.2348326897354637,0.1788060877489455,0.1743197612090079,1.0,0.0122809150826095,0.2680413137251435,0.2356600501500737,0.1368151405673497,0.1274174435144557,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0121744072267,0.2708609053458251,0.2365522646195817,0.1578327502501482,0.1559197859071394,0.0,0.0115870681074091,0.2630726960585701,0.2303616029893041,0.2156270548496168,0.1950771420994772,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.013814165111744,0.2683497191738597,0.2325395135969371,0.1724702017103001,0.1676228317475895,4.0,0.011049320406913,0.2725931381663187,0.234300460358105,0.1715934099649875,0.1468886749799018,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0200734531565314,0.2735465992340282,0.2305028684106508,0.190185863663212,0.1756736910939324,2.0,-0.0348211065876564,0.2763387636405307,0.2312127064225619,0.1635960467010246,0.1556347194286648,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0161622530227832,0.2700013088900813,0.2362288334940006,0.1768258512084464,0.1690942634533254,3.0,0.0139534104660817,0.264276677339581,0.2295353661656684,0.1430732095003766,0.1378666220036032,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0230121624275112,0.2684027616607802,0.2340174975916053,0.1681266823381993,0.1540431666250559,0.0,0.0222237190938445,0.2658089904189087,0.23092316832079,0.174819238005037,0.1731960534001618,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.024426554880952,0.26841762592764,0.2354787383221163,0.1907027834525955,0.1717553500167007,1.0,0.0185757967975622,0.2655540566393449,0.2316484192692105,0.1745543492742508,0.1686488497230287,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0214233246144313,0.2678835327217875,0.231458019168565,0.1688641710399643,0.1569684121929532,2.0,0.0187682070280529,0.2685640272055146,0.2310478441093279,0.2122757881138733,0.1863903216419522,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0201249118278336,0.2702221648228599,0.238191296928647,0.1812977249995258,0.1637724672584144,4.0,0.0163274406500346,0.2607934064459972,0.2247361741529401,0.188328617172919,0.1748837768053011,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0254923876093805,0.2676115641601103,0.2324766920512189,0.1769715642844458,0.1623418484267317,3.0,0.0230737503268096,0.2675142988256244,0.2345513692627782,0.1624612383927075,0.1612670410198079,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0153884415244179,0.2686235292949009,0.2308626493704048,0.1762206365657483,0.1629434103880559,0.0,0.0219798951266002,0.2692161697611586,0.2333300098037475,0.2134135152448791,0.2121076243288655,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0057733016937641,0.2707392205199215,0.2308454483387684,0.1893132925380194,0.1730891080098682,1.0,0.004090093273118,0.2684625261385297,0.2294493157174581,0.1810562481923309,0.1717480334251132,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0188822733139869,0.267881276169567,0.2350112011622255,0.1951024772597435,0.1877045136385509,2.0,0.0161568311841152,0.2709328541917463,0.2374855599043619,0.1458279373496691,0.1057357962138068,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0169087685569305,0.2685395423398059,0.2351860041932076,0.1881314413834185,0.1776754154165781,3.0,-0.0022704133610209,0.2718870730753283,0.2402273675273446,0.1138711895966849,0.1118212088573952,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0120364178306477,0.2680878246481398,0.230428264401508,0.1762862671441873,0.168370618115362,4.0,0.0138351994011558,0.2742719207830981,0.2363729177106676,0.1763694960268355,0.163615861601117,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0315492287876763,0.2682412477063876,0.2348920394893806,0.2022935498880502,0.1794839187944436,0.0,0.0123664845442623,0.2625520724724076,0.2276346296422621,0.1128161970594888,0.1207198620118174,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0334131521167411,0.2669901926779195,0.2329988393365518,0.1964297828288879,0.1843523716101877,2.0,0.0281158371130815,0.2649696825132828,0.2321551927947022,0.1728046345122991,0.1480954548828495,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0309613404601957,0.2655724155546629,0.2297548576240454,0.1928192395333949,0.172976966764019,4.0,0.0296365271545985,0.2717450939401925,0.2343676215699871,0.2003819495166487,0.1927134247627627,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0196000874036186,0.2678957031464716,0.232906819738469,0.1636769452343572,0.1630104718306161,3.0,0.0245354466435051,0.2694659991657277,0.232579333998663,0.19142514381837,0.154744334005279,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.031443060913688,0.26654272212709,0.231308680002547,0.1950099520929611,0.1803679496411842,1.0,0.0150564705402073,0.2697023561498726,0.2365029655850451,0.1241621660966491,0.1214218045674098,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0076850016118252,0.2697216951535821,0.2344909052725456,0.1695152783881488,0.1468458048584599,4.0,0.0087572185518947,0.2708439291253779,0.2359286380301961,0.2132743261645913,0.2156350072018946,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0096614849883818,0.2685440617871078,0.2315976130836728,0.1782066361490572,0.1678666645996376,2.0,0.011355812818068,0.2739367662813052,0.2401183570437419,0.1772000918915511,0.1271056047721184,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0064798960030513,0.2708049161355612,0.2322455563929011,0.1904844310853501,0.1675185735375984,1.0,-0.017930461249578,0.2701964295495295,0.2309031202634582,0.1229683382080285,0.1201921408256715,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0015480839454963,0.2695565099121045,0.2358590592412056,0.1829217025569157,0.1715155500304757,0.0,0.0024468938362048,0.2756349201858588,0.2420923685356784,0.1484629153982657,0.13107782946978,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0054637550834043,0.2721805963096311,0.2385565845641188,0.1837062037945648,0.1629884285468797,3.0,0.0006214083837128,0.2631676582423677,0.2299631876408901,0.1425319758865511,0.1265871025947154,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0189260364765536,0.2683032327521616,0.2342801319947451,0.1886184388736385,0.1608647832556815,0.0,0.014796485618473,0.2694506789986892,0.2363614090537781,0.1380559378409483,0.1549194366764691,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0195249141716711,0.2676326951460279,0.2334282336353836,0.1759553079683246,0.1637878818433675,3.0,0.0230036659406723,0.2707837535710899,0.2411332795168737,0.1850787604260076,0.161230994170031,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.012795990412487,0.2677857012618403,0.2295531351008151,0.1804878727659652,0.1646584692547502,2.0,-0.002061081883282,0.2769120724032201,0.2386155571565603,0.1671661343775637,0.1591702478037101,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0124561608370367,0.2696078475934304,0.2355924471435132,0.1674750284135015,0.1479277074512805,1.0,0.0064868587835306,0.2686458051030946,0.2362419752208777,0.1997002667452838,0.175318840958716,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0180838805396683,0.267959926350364,0.2319398149885106,0.1676927872009778,0.1382661633755086,4.0,0.0184971779038835,0.2705319833240502,0.2351056447632782,0.2126954920178731,0.2293146772489818,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0061380483445506,0.2711894859710513,0.2349022704197247,0.1701881864623795,0.1492016167949694,1.0,0.0066945412411746,0.2658061867471785,0.2323767813270354,0.2033302843035213,0.1942753613648593,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0016244115663122,0.2698051466706556,0.2373294602998412,0.1765630180664728,0.1551438142975797,0.0,-0.0073185369781856,0.2776781846311412,0.2435466665258188,0.165804793632449,0.1708453330624257,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0017496258205018,0.26970205022063,0.2353129122692036,0.1565336836973887,0.13594311630995,4.0,-0.0027459806148446,0.2755248596749902,0.2436968745416997,0.2155253242611068,0.1933048130412887,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0049878171172001,0.2711908000394373,0.2365773118437003,0.1763718067831359,0.1600750861829847,3.0,-0.0165859309788869,0.2689036915932424,0.2395191225371397,0.1632691123511195,0.1336495348765669,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0129698737922666,0.2692491010686572,0.2345604079008026,0.1824580162148186,0.1705454486773618,2.0,0.0107920687895143,0.2696005622171396,0.2355978455506931,0.1591114501686757,0.134245582761888,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0030532219318109,0.2713335176991004,0.2383351946478642,0.171384940308036,0.1646938407886097,3.0,0.0121133235450774,0.2662818701302651,0.2321917616528318,0.1927422674086763,0.1516420476411656,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0108545726592945,0.269490331441301,0.2309912773931571,0.1833659945786901,0.1734835995861815,4.0,-0.0200530192662857,0.2728658651438078,0.2336231947189097,0.1489009751879555,0.1255818331540912,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0116904885926136,0.2697550969702235,0.2359779448944781,0.1786914460704623,0.157069202475756,0.0,0.0066284720342866,0.268803257109315,0.235666130918371,0.1539468333320434,0.1752893202456513,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0087037686615749,0.2696296435591319,0.2365997834504126,0.180643085473243,0.1735713056969402,1.0,0.0126164679178282,0.2699285961614257,0.2360979475816497,0.1555777966573849,0.1020431412739,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0141545856207951,0.2684036032435326,0.2337390620234065,0.1676174748455502,0.1464239469301812,2.0,0.013046962819217,0.2718130776448938,0.2380362741599607,0.1875172829289117,0.1724633778187725,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0379163112941891,0.2817739639424224,0.2452416421316451,0.2265342134951643,0.2171005206642807,3.0,-0.2101858459843484,0.2766006417489404,0.2423362533062562,0.0710163531778913,0.0984291479593988,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0074492862666699,0.2768425055114199,0.2377614297295343,0.1537040150543296,0.1508913999838028,4.0,-0.0718037032835368,0.2591428992452813,0.2202057550827197,0.0975845655507609,0.110829343324671,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0547578495939005,0.2694231112727531,0.2347591991195512,0.1458572361369518,0.1388799082745089,2.0,0.0394737984597841,0.2894786655675446,0.251955531527344,0.2524271029809867,0.2409106521844997,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0044893935407503,0.2771761457748303,0.2381986798394759,0.25289392641026,0.2444833638050412,1.0,-0.3140890974465238,0.2883553159438057,0.2499931575758008,0.0467508681749356,0.0599123641088255,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0261086274304995,0.2749024406228764,0.2308638219633331,0.1598105381250309,0.1523231712347459,0.0,0.0066393488557382,0.2690586012123162,0.2298064468634452,0.1718784783730464,0.1669439701470512,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0874601614961648,0.2517134189037713,0.2198191120777066,0.3276239149560719,0.3323868994980138,1.0,-0.0469139893800687,0.2929621328335577,0.2541572118159443,0.103878349336739,0.1068394143087087,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0826432258507336,0.262986355496259,0.2289802836054749,0.345351248137451,0.3440434082354819,0.0,-0.1478576796784849,0.2768426145869521,0.2434507583816006,0.08167882438411,0.1008603046100884,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1130406579110328,0.2605727326302139,0.2245315297161384,0.339520229074894,0.3326045896323072,2.0,-0.1238114712294715,0.259126897648909,0.225936437534804,0.1485813530867243,0.1744709503955124,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0644156941509094,0.2643990587338419,0.2307374590252884,0.2742119814738767,0.2680541316284541,3.0,-0.0239493938928039,0.261838288646096,0.2308291338091222,0.228746500198588,0.250605970087214,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0614283046896362,0.2512359890007745,0.218887013756533,0.2779820449857808,0.2906999504997814,4.0,0.0214308498328719,0.2853941827291313,0.2485869726459336,0.1907748954180563,0.1762705186542696,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0337919198702905,0.2722210510507932,0.2367076341231554,0.2450657361485996,0.2403859999170677,4.0,-0.0616856647903496,0.2566250876712101,0.2235827184766677,0.1275988525288016,0.1283979324712022,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0054379729507689,0.2783324900924734,0.239525756028964,0.2391870434973829,0.2343549198048232,0.0,-0.4469997112840378,0.2857454510345413,0.2476316291420153,0.0919560304706227,0.0947776898349086,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0428415772735236,0.2694429793534869,0.2269934326461507,0.2569992255909735,0.2474620656233691,1.0,-0.0298524049021204,0.2546564157130379,0.2159956882892359,0.2516939943624802,0.2780796527407539,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0768524944805352,0.2664410982423987,0.2271746822384674,0.2814766761975502,0.2691484398169388,2.0,-0.022837063004218,0.2566819787130195,0.222532404477207,0.1064643608246535,0.0988467734297019,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0140941167787785,0.2768091781506979,0.2391402045462153,0.2181857021114817,0.2223101624192522,3.0,-0.1235260597711089,0.2553488016823855,0.2202178221195224,0.0768297096946569,0.089405510075919,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1293500456007918,0.2579208045474869,0.2167938690825444,0.3746672282765964,0.3766147819693842,4.0,-0.1509516963730022,0.2719928301952139,0.2327446935486769,0.0608319003680074,0.0712070810606734,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.094557619680958,0.2636146065296118,0.2285480685321199,0.3134667108170666,0.3054830841352918,1.0,-0.0882755323418054,0.2482010221217929,0.2174100829332506,0.2282201201962093,0.2614059161653675,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0890297273002735,0.2636692694636184,0.2293382792944394,0.3121161300077059,0.3039267675865749,2.0,-0.1684572204230692,0.2552778148188153,0.224933255105787,0.2441964984104016,0.2796383920117908,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0568027196152333,0.2698493424508846,0.2349477965682599,0.3404020434551602,0.3395585479597101,3.0,-0.5072078221372143,0.2884863546468774,0.2532787461924892,0.1112458535327206,0.1334697596605336,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.141471683314397,0.251105569171054,0.2165127911486362,0.3897355438868939,0.3851358399610961,0.0,-0.1304742197638189,0.2871174485171608,0.2492217802829467,-0.010960245154037,0.0063853406311686,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.078377824598337,0.2781431382914135,0.2396227645552986,0.1532786406814293,0.1546886535444858,1.0,-0.0785895720667875,0.2931059909032326,0.254710495427484,0.2585682132477471,0.2651656776125241,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.01884183564126,0.2589810550913705,0.2215499322996688,0.1739777741899349,0.1764523405641236,0.0,-0.0344802364071381,0.3008385570801529,0.2586187070513716,0.0912722303592041,0.0816944544161223,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0116714362004423,0.2758601080734569,0.2372961126024218,0.1736718678044339,0.1640075939577781,4.0,-0.40439144970891,0.25989724543902,0.2286950144328906,0.1108620062802289,0.1233257374107492,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0018750872602885,0.2628661564223609,0.2222270766397489,0.1848993090302175,0.1814625078749466,2.0,0.0128969299527951,0.2859877719441433,0.2400332712106979,0.2327993512401301,0.2281916684576488,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0350246987479312,0.2779982409817406,0.2374582810011425,0.1846125598843591,0.1741609588221938,3.0,-0.079351193782746,0.2752898932853113,0.2356160492499669,0.0763769135365157,0.0783013740793686,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.062216793249447,0.2594274009852879,0.2263323023272339,0.2836959800455985,0.2773153297919365,4.0,0.0755189785154588,0.2701907680304816,0.2369755410939389,0.3108873295708015,0.3172652826136165,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.041455326267958,0.2705608833173306,0.2283314197684311,0.286715356271276,0.2804426718555954,0.0,-0.0516949095760552,0.2431850489440717,0.2134592533541639,0.1527734890670063,0.1723122411943285,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0895381627551881,0.2628819888835726,0.2285205754654898,0.3199584686668107,0.320733373757571,1.0,0.0298360354246148,0.2529655809213693,0.2196344369303635,0.1810747353612732,0.1873719715081603,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0676395082107124,0.2656240336237434,0.2324808399077762,0.2943062929744123,0.2830235527902604,2.0,-0.0643027162556439,0.2546737171199567,0.2238396071339701,0.1614468948872549,0.1581500397599846,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0344046407172015,0.2620761951469585,0.2298473467626914,0.2578811089945867,0.2636136341560336,3.0,0.030695294221154,0.280463583154469,0.2488114364748627,0.3562126656359428,0.3568682307474862,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0290484144370912,0.2819361562280868,0.235194751764607,0.1995548881566389,0.194468517535844,2.0,-0.0912890090803704,0.2444947400943498,0.2037358161944708,0.1826700920506105,0.2014087554223096,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0216745153629853,0.2701906360479512,0.2297099550054489,0.2252518353638248,0.2042059627640757,1.0,-0.1029544114416134,0.2757575489660594,0.2389705435461206,0.0778445851386878,0.0658844693325849,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0581525643515306,0.2676407553152765,0.2301055074797,0.2951145310663693,0.2852710013736068,0.0,-0.1680849254845327,0.2780470505984994,0.2398860467509316,0.015258747403466,0.0224194179911717,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0628288995102019,0.2758764801063653,0.22909927177069,0.1543227500277178,0.1507288112388812,4.0,0.0785700822061664,0.2715615048824858,0.2290482683208518,0.3060940231213608,0.3044622104849044,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0176340300292583,0.2739553246404524,0.2334709426701407,0.2066289969373577,0.1940710756985784,3.0,-0.0209490328585904,0.2554770882049553,0.2168511004804369,0.1576485791603393,0.1703171473781902,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1317148041374243,0.2513525926798196,0.214025450933817,0.3641929612929964,0.352285258923331,4.0,0.011245219427947,0.2724174281108837,0.2314902790745847,0.1968548437379299,0.2068977948732841,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1063179090207345,0.2531152692784501,0.2205903951962036,0.3951098843776425,0.3773184220729516,3.0,0.0249953145566699,0.2710106127277081,0.2369278877973556,0.1609549077381157,0.1712444531034312,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1023083692730635,0.2550966869161097,0.2115410745632217,0.3663489850838122,0.3570538116686521,2.0,-0.0261458997537897,0.2785942448849893,0.2357655158189554,0.128654461791436,0.1392233080990518,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0334693558548925,0.2699551699445642,0.2174395559853075,0.355614943319024,0.3473481680462194,1.0,-0.2552149033463902,0.293241759590176,0.2375519352904311,0.1180116508527502,0.1406340383628364,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0872474000802936,0.2626333913851675,0.2230488407115622,0.3308340452067473,0.3145907210719442,0.0,0.0252055444617748,0.2451551426891399,0.2061581816017188,0.1949273877254512,0.2139899248928387,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0227692544487213,0.2750537895131763,0.2401047819951866,0.2257257647578784,0.2200415378295976,4.0,-0.7499947779977882,0.2919705443504407,0.2586842620694291,0.0331079456244622,0.0455876325290555,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0225181841046684,0.2710796011451641,0.2244549256358585,0.270272593000563,0.2580413808626418,3.0,-0.1229229048073183,0.2742923638512466,0.2335216041088104,-0.0012209940977583,-0.0052993317736142,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0059918468749354,0.2688823757537582,0.2327962907231526,0.2745975026376642,0.2664785412721983,2.0,-0.0138807013750255,0.2752053234164403,0.2382350397871358,0.1376508561763627,0.1414529652283147,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0236530667580688,0.2722246819942418,0.2355938137908706,0.2916549867649337,0.2807520727397155,1.0,-0.0365446164546283,0.2636389956531246,0.2272229946683318,0.1104450377476496,0.1221181827154412,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0436236406552292,0.2651284394823192,0.2276678122325222,0.2267412901602948,0.2201863009463312,0.0,0.0321315739552905,0.2654912854019703,0.2286155072549978,0.215601699481874,0.2033295873813264,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1229470011485148,0.254400597176189,0.2197366464592609,0.3616117199314995,0.3486040306809748,4.0,-0.1346522534889749,0.2844608524080947,0.2483968046831072,0.027790893754627,0.0223083580152642,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0117200679146767,0.2733616919279876,0.2395618295166666,0.3149820987153812,0.3003229291536092,1.0,-0.1091789607957376,0.2813030090580178,0.2488803012305679,0.2295897916879777,0.241489569069492,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1107639634284717,0.25828994268343,0.2240440278139853,0.3582790245335261,0.3542686669895085,3.0,-0.1973988689934589,0.2849482685117138,0.2472079164291096,-0.0334802590828476,-0.0208875443490923,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0744955134193602,0.2467911714631804,0.2065280790096376,0.3079812190413975,0.3098838564261971,2.0,-0.0596790419790433,0.300288408255203,0.2572820930535818,0.1679075109211286,0.1546700313567774,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1186670123945383,0.2538257417862444,0.2198969583870794,0.3611940413231004,0.3592696424198967,0.0,-0.1083977270880198,0.2859469102721773,0.2481141229474462,-0.0157757025239115,0.0019313965690176,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1260185135993635,0.2508012516527581,0.2149567050878992,0.3615214304583349,0.3563393515511959,4.0,0.0116756761552208,0.2761813741764056,0.237367960119945,0.1944790682642819,0.1812648904817128,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0812853950125256,0.2626815316367997,0.2215634332205951,0.3121683066975279,0.3031252051300262,3.0,0.0322677694562287,0.2510563760338448,0.2157353062507433,0.2809917032591797,0.2999737707802125,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0912077686948865,0.2654651760817898,0.225150624305266,0.3152312364935187,0.3097984038071369,2.0,-0.0761222446159666,0.2558222579978979,0.2165650857664664,0.0969187717760185,0.1028484807809352,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0844682483721839,0.2582778275809157,0.2212619167525193,0.3126496517074968,0.2990898687248562,1.0,-0.1962124676602654,0.2986051351916119,0.2571668883045697,-0.0075212974697995,0.0039170252157313,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0694363132400254,0.2661679098478676,0.2255381255526334,0.2919087201484107,0.2854563006144627,0.0,-0.0263280833055614,0.2439740674398278,0.2007059065681515,0.159291322995954,0.1470338922625436,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.087325028122366,0.2641439689688366,0.2276542249638638,0.2969079935801726,0.2845687734563329,3.0,-0.312762602353843,0.2668317638676464,0.2355827935264201,0.0932052272528961,0.1212017662433285,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1243015238914064,0.2587067646670338,0.2238646762768155,0.3893964017087243,0.3905737422352087,2.0,-0.1760094664195282,0.275174329786877,0.238406760122465,0.0856429793254932,0.0896156727794514,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1414517590792429,0.2530505514228332,0.2186719533153533,0.3884242934587533,0.3847191401401854,1.0,-0.1859683422799503,0.2860022320906173,0.2485787424308999,0.0211814753934509,0.0308661403395196,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0927866651601858,0.2568238587942729,0.2238899175077935,0.3492175744098375,0.3387875196415142,0.0,0.0107122014010659,0.2731469272891441,0.2382447855588302,0.2843025656914731,0.2747916753628804,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1455443666550083,0.2530415284966169,0.2176221862651939,0.3912435683708944,0.3815714587244285,4.0,0.0272174297330255,0.2583050761259367,0.2242260276207128,0.1844777972929808,0.1917435716716885,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0673983451265195,0.2666148337584033,0.2267323348575582,0.2684464260063341,0.2596956773402519,0.0,-0.006723541921805,0.256719678864198,0.2177465056180954,0.1622742485486624,0.1679052566455249,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0332126102832733,0.2571232936054118,0.2225017310461597,0.2254725580534496,0.2214455955206642,4.0,-0.0246465317643087,0.2902823671923795,0.251186981518818,0.0541199993816389,0.0500154858648861,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0668253284058202,0.2647004186405406,0.2288589239514467,0.2765608693962516,0.2720781819186113,1.0,-0.0790719264830259,0.2695452779598885,0.2349414324955177,0.0370150356699115,0.0524843798625327,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0869905511893827,0.2600744020835696,0.2214995040708144,0.2999290770518114,0.29562541250549,3.0,-0.022225053316748,0.2691583786399643,0.2335170562868624,0.0907354732205137,0.0788544805367845,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0263719232203604,0.2714859429100228,0.2357686056695412,0.2077349787777195,0.2034004636056595,2.0,-0.1285882393378921,0.263378072006219,0.2323703047626949,0.145114834875062,0.1477972207403928,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0537010198239574,0.2553229608679357,0.2219450151154298,0.2395796867847453,0.2450811328416972,3.0,0.0901485824527498,0.2796089640194551,0.2435989682632903,0.3166070498163711,0.3221884811017748,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0532389927696379,0.2577312480612005,0.224294686247868,0.2448341282342359,0.2535497479002491,0.0,0.1157720804587233,0.2715972783817689,0.2366659539444352,0.3739394533880848,0.3617739910125597,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1016406854188851,0.2599335167680466,0.2245191819471529,0.3256336457803158,0.3180546687832181,4.0,-0.0309539591547216,0.2633974398406108,0.229951547811527,0.1576293500950392,0.1941005224892053,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0424574689756506,0.2611411712202608,0.2289116915583057,0.3067185106945942,0.2975456474796678,1.0,0.0260694950899592,0.2723998834897153,0.2368049534741822,0.1682263669981415,0.1596901721406375,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0712747884235061,0.2479552515576533,0.2114145037077579,0.273878212107443,0.2851992083982793,2.0,-0.0027398229287387,0.2975221852163809,0.2575109898221904,0.1174496222456091,0.1088593716622958,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0547155493013622,0.2528459572175714,0.217379594967989,0.2680745473597584,0.2649465806191285,0.0,0.0078975927778971,0.2942599548279008,0.2547018906746222,0.1616936799028941,0.1552306837395374,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0306949149409143,0.2739887110818871,0.2367416735847805,0.1610283864931199,0.1548041043095334,4.0,-0.0453712275145123,0.2800401808267956,0.2441814094127533,0.1408330079081538,0.1376249146247628,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0679006143962557,0.256261679445454,0.2193561082032517,0.2791465476436412,0.2766592127511635,3.0,-0.0022896926706603,0.288218961440016,0.2473252527526131,0.2002910422890368,0.177528895643872,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0447809238196772,0.2596639043216196,0.2199759538660675,0.2598482664709694,0.2509291806162391,2.0,-0.0596201278574779,0.2859460177537294,0.2444359718852138,0.0902390133233578,0.0951861735435119,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0468397937264954,0.2557328728574636,0.2199782101134381,0.2704663455237726,0.2702857774669356,1.0,0.0092838383999385,0.286360451316335,0.2457118244878538,0.1943355111678544,0.1733165345051039,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.131479812089151,0.2564098733503685,0.2202760338361417,0.3667440926498987,0.3561658433951653,3.0,-0.1508637916674151,0.2680673426589663,0.2326111390708602,0.1896389499720967,0.2155616408197006,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1209318270526363,0.2605994938916264,0.2262678138929854,0.3651545638761109,0.3604371401785112,4.0,-0.2154196851887633,0.2618460256078941,0.2276819936507338,0.1706344801591191,0.1851159250363689,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1314073353426911,0.2476761703118123,0.2139939202978679,0.3797577388541624,0.3776442896465773,2.0,-0.2370966873449052,0.3196599995617639,0.2778250090493954,0.1113690022583857,0.1080949901543127,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1465107062366221,0.2554833117515728,0.218033259935631,0.3862777277220657,0.3846565881755136,1.0,-0.1004193504538435,0.26535480370982,0.2301252100990341,0.0853850840575734,0.0994954159417292,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1400666297826057,0.2374426780750372,0.2019309769809955,0.3762798678379629,0.3795753396159165,0.0,0.0123941410335782,0.288559381340479,0.2500322755115074,0.1569487055396863,0.1386572404551898,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0151487692642979,0.2697200044696415,0.2346977988533682,0.2190857878718795,0.2095717398583172,2.0,-0.0240554038728879,0.2711180156066583,0.2344416009388921,0.1492695876331576,0.1292797377727381,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1335319250507063,0.2906701001169534,0.2314102278011593,0.2212335786840544,0.2142535296209503,0.0,-0.1412449086317635,0.2804800328102691,0.2217087271695246,0.2081248034280561,0.2264371904391312,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0196365142491002,0.2669900322258292,0.2318912495728386,0.1828754077494649,0.1728702855639613,1.0,0.0051399963572049,0.2756082881786389,0.2391734324025986,0.1701214200431615,0.1783306253850225,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0413541851382653,0.264556367097319,0.2278744329533536,0.2292716824839938,0.2276757542645714,4.0,0.0425441183597066,0.2682736305751457,0.2320968463826362,0.2197557083750913,0.207942889516626,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0346618607266256,0.2651129865223057,0.2235755273641698,0.2320337566476487,0.2349105688425137,3.0,-0.0354481605262004,0.2805134626271057,0.2407576025142084,0.1357708439262085,0.1304031979569767,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0788137911632558,0.2611402062482958,0.2215502278395865,0.3053666867971312,0.3059118498186565,1.0,0.0503135744772965,0.2597984915069891,0.223127892386273,0.2400510377669047,0.2234356785848666,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0372487611135066,0.2656582732775933,0.2193655823244906,0.3086755822202094,0.3044204684069047,4.0,-0.0495715333739221,0.2784305550088944,0.2307278535555085,0.1924569469066715,0.1972115596003954,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0597868701412831,0.2610497332388062,0.2277365854143601,0.2852705187310155,0.2915539849085057,3.0,0.0658131850901362,0.2687951042045071,0.2372038027788977,0.3036653465895153,0.2950977571135076,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0854789245907985,0.2607442832774347,0.2244003085007267,0.2986408864374577,0.2952225174451325,0.0,0.0468197284337199,0.2577496194921864,0.2232137423098239,0.2183668369849527,0.2206963553814779,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0565752308179026,0.2639840551099404,0.2309914956790347,0.308831391372977,0.2991136012712612,2.0,-0.0094489105358841,0.269198387170151,0.2352846111650662,0.199067548919366,0.2309530324089277,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0642097997481621,0.2657211260123659,0.2233383533350007,0.2835026329106874,0.2762851485132682,1.0,0.0029546173269996,0.255333744584031,0.2139908008898615,0.1991160194370453,0.1962719655359276,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0187096265323536,0.2720198511102346,0.2253316131467371,0.2158932788265173,0.2102919114966056,0.0,-0.0097972343524952,0.2781913617393242,0.2293852092222789,0.2450525046625423,0.2092746701175733,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0182651153802975,0.2720100617399081,0.2360800245024456,0.2424067509593731,0.2294622677483331,2.0,-0.0148825587008778,0.2788519313512108,0.2423746844112415,0.2233183053571352,0.2133950945455414,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.069635221430088,0.260568932724204,0.2250935051750352,0.2886980679095092,0.2828962003484727,3.0,0.000606264674169,0.2738584072571299,0.239499979452099,0.2013938216838643,0.2188104537425411,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0014538264454504,0.2723206346815751,0.2274112475535162,0.2146394062903462,0.2032789957231706,4.0,-0.0213681270888943,0.2694138058122459,0.2230713658823686,0.2052135953736754,0.1938055753110542,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0969609079768301,0.2571338541588271,0.216913754970492,0.3335923725098428,0.3288038783261126,1.0,0.0337540590905107,0.2676925855862701,0.2280384307749131,0.2521487187027554,0.2513820481996773,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0350569842026877,0.2655458860917611,0.2322067819240184,0.306010516813943,0.2981883220056063,3.0,0.0442501985915891,0.2676512895425345,0.2337376727076137,0.2958022470516093,0.2880163895626521,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.071366818719168,0.2618088404482827,0.2279103921069691,0.3129752152298971,0.3132210756267254,0.0,0.0390167996371181,0.2629224126648481,0.2315414460464511,0.2787901728915951,0.2530089997562094,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0805298841365752,0.259376766830825,0.2162103539699565,0.3380878300121972,0.3297365613357099,4.0,0.012348302719603,0.2714113167872615,0.2267270435091784,0.221431720529564,0.2243609665712635,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1136985878149655,0.2550542902880562,0.2170963331416406,0.3478680210452496,0.3375855796932564,2.0,0.0786671096704864,0.2604986966816612,0.2202067673160597,0.2968602045862515,0.2904292360742484,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0008380543672783,0.2706298360740319,0.2346355136733053,0.1894114579793478,0.1865800696983261,3.0,0.009761240984029,0.2717099454406911,0.2330253300886325,0.2008256979303202,0.2069650610866626,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0213276781893259,0.2748853181098684,0.2355191054198735,0.1742050808020722,0.1627700237199592,0.0,-0.0347652774748448,0.2711229085927519,0.2315926588206644,0.1811294228764612,0.1658390095218357,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0074174600861003,0.2710517662779687,0.2346291166587745,0.2151009815944853,0.206181098880388,4.0,-0.0780981415937154,0.2854118742143518,0.2485999335154243,0.1218294744676118,0.1184108614392995,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0084760266024905,0.273183498506212,0.2331606610831799,0.1909348958970523,0.1915088833250449,1.0,-0.011485594602103,0.2684461621993461,0.2257536543269291,0.1867353550198123,0.1853426187618304,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0418220066023362,0.2646494959878891,0.2249166432252443,0.2364812688198196,0.2269254483847748,2.0,-0.0304238962524154,0.2777377695773639,0.2360044535956419,0.1370743834485898,0.1280649793925389,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0776468584439601,0.2587694835089005,0.2204165773721443,0.3011624147056206,0.2991690462228196,0.0,0.0359902006360917,0.2721052778990445,0.2317329106001597,0.2257525748699638,0.2185297445366588,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0756602151422833,0.2610623099776159,0.2277054543930743,0.3010449042519337,0.2924841132833624,2.0,0.0365011651935556,0.2639799133521016,0.2293041829562857,0.2318446307567506,0.2395061737846201,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0748131444343236,0.2613501613840645,0.2286333755116537,0.3018409300944933,0.3014043442668584,3.0,0.070302399530725,0.2581529396675568,0.2228197143053459,0.2685131241851345,0.2597056636073602,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0899478615374389,0.2578727731528635,0.2227345099010546,0.3023720061931426,0.3001524487325875,4.0,0.0661420124936185,0.2643916138561848,0.228816158570292,0.2598572575778014,0.2717997832585745,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0838532916202506,0.2591543675894625,0.2212778732815477,0.3007758876431891,0.3009242475382996,1.0,0.0512037176791161,0.2649679283521325,0.22483120826809,0.2465185371038523,0.2515659221945688,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0190570633603313,0.2680654117480422,0.2320080735557036,0.2426375598717473,0.2291021485737609,3.0,-0.0002227195225434,0.2725204871350943,0.2348122487927946,0.2149562080310696,0.1955037063366776,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0383158317119962,0.2683605277064001,0.2302100617407382,0.2392867336264672,0.2288779051716774,0.0,-0.0652913742686556,0.2683055439297697,0.2276754125274356,0.1284328895128605,0.1317582682558118,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0689183310049246,0.278498087327758,0.2407676371390429,0.2367785833634551,0.234047108301702,1.0,-0.064958808328972,0.2863560670728073,0.2478417164605597,0.230671967662994,0.2231934636920058,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0047261844598199,0.2701956419350601,0.2283229198458856,0.2000170145088781,0.189536730660111,2.0,-0.0061523978751625,0.2725681597156531,0.2297904405264598,0.1768708989307532,0.1811784795369689,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0063684148395333,0.2710455087773979,0.2316660895723765,0.1966527536306052,0.1911119774739475,4.0,-0.0189435257087964,0.2769393991999342,0.2364439437791819,0.1768399153216412,0.1699201884195168,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0993921123635328,0.2570170387326465,0.2162821045667361,0.3491092920164556,0.3368272106978086,0.0,0.0430501447326938,0.2658927726920472,0.2230060504068194,0.2563706128273572,0.2609234328802581,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0517742660018114,0.2626536505649406,0.2169521207677713,0.3115168527636893,0.3021823822908044,3.0,-0.0400582226629704,0.2812600056541979,0.2341584303815041,0.2110554757034112,0.2159592122887248,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0617656497765984,0.262860825370955,0.2284409302471164,0.3161632688135753,0.3157328500889729,4.0,0.0269458903300515,0.2659538670367747,0.231193972293983,0.2636247478500915,0.2582798860937356,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0739922461786407,0.2589521811753071,0.2251688031501489,0.2930930265212109,0.2871893251569369,1.0,0.0902705452487434,0.2655298120343495,0.2328381544519263,0.3222415182200515,0.2973505070687389,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0833307859050116,0.2618251883733144,0.2277626680535883,0.3618556013603216,0.350317023364934,2.0,-0.0310699609739806,0.2641101031244371,0.230204084895151,0.2592527103707508,0.2512370528017275,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0691009313169611,0.2596414192614323,0.2239904462533498,0.278502482064263,0.2652725248870594,4.0,0.0726115700588786,0.2682668034264975,0.2336660795778874,0.2786986946957539,0.2632246690549254,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0707743610588672,0.2629427245828213,0.2261645400512717,0.2670109212006001,0.2621993135195617,3.0,0.0851463497391702,0.2520150003412272,0.2148503743961949,0.2967738060076835,0.2660715631574792,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0370328028964277,0.267145371507913,0.2342171218322131,0.2717851607018807,0.2621653084077071,1.0,0.0056677138258054,0.2653430849358234,0.2295496393103734,0.2344785685335197,0.2274945937972464,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0400143124231965,0.265279602232153,0.2225513474585643,0.2499734432346971,0.2409944073479736,0.0,-0.0172772132297069,0.2743749719105742,0.2284106165460308,0.1817608634055715,0.1803067869476502,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.061937990618318,0.263075424262461,0.2197138844325267,0.2997791313214651,0.2945526788735499,2.0,0.0053135402379947,0.2678206995304698,0.2237358400461923,0.2392001614267901,0.2212899950912219,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1045101367173956,0.256761719035728,0.2181617468030108,0.3314721329928279,0.3206969441309473,3.0,0.0599241907227128,0.2615209492179413,0.2216993355507131,0.2664531540532769,0.2598203107829756,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.107799262283418,0.2560569121692485,0.2219641708337777,0.352770839178759,0.3440272448056126,1.0,0.0633907856398096,0.2620591164170903,0.2297737655676234,0.2723426819716538,0.266205821426409,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1051863157916913,0.2568374858098693,0.2233848125844746,0.3442419403975102,0.3347563193476405,0.0,0.0754674478875543,0.2587026296698448,0.2231094543159465,0.2890987040585747,0.2833429662756097,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0753824058012783,0.2606569892072694,0.2274203604343637,0.3200511885497552,0.3091304405253948,2.0,0.0338939080686456,0.2661878564746276,0.2315152215728979,0.2431798579136433,0.241203448839637,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0666723286037103,0.2607883880427578,0.2274833870512805,0.3127323472858239,0.3130939115787672,4.0,0.0182384350391828,0.2727651838489607,0.241781326800661,0.2394896041842413,0.2315744341756914,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0007276333413126,0.2686962315132932,0.2332077328102614,0.2514715260212757,0.2414292336751377,4.0,-0.0475435513858182,0.2863014095117754,0.2468438673248071,0.1465407451036376,0.1375127379129108,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0858537020948139,0.2592103345865417,0.2202665727723334,0.2998130291751254,0.2872270575679675,0.0,0.0536889709027957,0.262994963897261,0.2241522379040413,0.2625209646714934,0.2673964698699209,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0311351383658113,0.2670962438445072,0.2220836241756982,0.2592250425896162,0.2533764981389855,1.0,-0.0101601461219755,0.2710648889280402,0.2260266863400369,0.1989133611380033,0.203191817566889,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0663849380855939,0.2614244320801882,0.2232606438321071,0.2801870554898006,0.2727473607688702,2.0,-0.0055987531815835,0.27351189281067,0.2347692397061516,0.1883913138243256,0.1816819501579792,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0801886186621368,0.2596702639414783,0.2237258603686305,0.306415152437951,0.2957579611028619,3.0,0.0654711784298296,0.2630293971722341,0.2283007788261794,0.2873634604657085,0.2892261133648757,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1374599185887428,0.2513452902358725,0.2162794318042293,0.3819109650446575,0.3737315190668887,2.0,0.0529744296580046,0.2652446637055137,0.2299941476074326,0.2544183474228462,0.261713129195693,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1261902209006795,0.2547891689042596,0.2195882458490367,0.3591251439212005,0.3502861866138713,3.0,0.0174928660287321,0.26220748385439,0.225187525541886,0.2084471478603433,0.2172609751211827,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1063850852897833,0.2547990196249997,0.2115549745928247,0.3673994838445635,0.3572407603723126,4.0,0.0152282308964741,0.2743012267241622,0.2276065520648761,0.2756248557665031,0.2641311256516314,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1310047710841471,0.2522449481399462,0.2182052856114527,0.3841027320005734,0.3784308180634718,1.0,0.059871015376837,0.2644309548797569,0.2289369239008335,0.2600168223727734,0.250226374423639,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1355174080492187,0.2512564411482917,0.215378453075524,0.3725201629628944,0.3588795618946848,0.0,0.0745065116860361,0.2636563658507321,0.2269694040742371,0.2753173668979692,0.2702229430461883,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0531023869320886,0.2631317910087671,0.2242685260299828,0.2544918318811336,0.2449088992139354,4.0,0.0116495000684331,0.2715835904104132,0.228885373706403,0.1864418798424661,0.1819028336097328,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0566216282225826,0.2639250749549635,0.228853177490877,0.2703506203394076,0.2609990366506408,0.0,-0.0172972486589559,0.2698036418461288,0.2345844534458711,0.1774416156929661,0.187667555196003,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0067924914438975,0.2705172919595043,0.2275996965198462,0.2183951530835587,0.2134728323551969,3.0,-0.0408151587795846,0.2745218653931889,0.2342217451989498,0.1572941743138669,0.142062688798458,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0719957996601393,0.2601182369599667,0.2251200203958771,0.2775612599005695,0.270442108775367,1.0,0.0456352171334383,0.2686608320445259,0.2328805545025774,0.2268105253303515,0.2172501350782571,1.0
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random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0828351442715574,0.259997014286655,0.2224033501931784,0.2991366660370165,0.2898906312048003,4.0,0.0069301296859866,0.2681863253699909,0.2313485887837227,0.1850811690918265,0.1758989253640769,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0252344877655499,0.2746173368140051,0.2356004496859651,0.1954246101816225,0.1889029551987544,2.0,0.0067038209807891,0.269171125847762,0.2318703823214601,0.2250587352801393,0.2140858905231734,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0210399706989734,0.2667901877949585,0.2291098591943245,0.2314359452515247,0.2181127475200946,0.0,0.0051874113600375,0.2754254692006739,0.2350088998149423,0.2059107736597013,0.2089356806559704,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.078037145020137,0.2600922642084282,0.2236578987414598,0.303626385516538,0.2990582684017776,3.0,-0.0238035070154229,0.2747789386648385,0.238210803531015,0.1508736025459018,0.1449372097393968,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0324425330293882,0.265890900124373,0.2283136306666444,0.2656193790930818,0.2559823113182896,1.0,-0.0417286484080956,0.2795025420077464,0.2424282462106031,0.1787267039917894,0.1698050826595618,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0683358517386142,0.2612352153831146,0.2270700204543738,0.3285179357763932,0.3220543520113247,0.0,0.0228555364588229,0.2693824408180061,0.2345698336109785,0.2491763349960169,0.2470242047643345,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1044819992046764,0.2568501315502108,0.2228834277058287,0.3585643705409725,0.3475571904799688,1.0,0.0287873342993253,0.2653212023208904,0.2326083167785269,0.2695463585430001,0.2763193366054485,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1327087976656359,0.2511871310818701,0.2114918139242813,0.3907755697510588,0.3843332997830264,2.0,0.0525760480474194,0.2688200429710277,0.2277815041974986,0.2555470285628907,0.2405504607410183,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1227453664024657,0.254603019208281,0.2210401070601488,0.389904288484504,0.3815030248071638,4.0,0.0663093920237575,0.2585696607969617,0.2238286879483391,0.2852830353868031,0.2785685573782547,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1425123171888048,0.252724009371732,0.21798955741914,0.3863614977246464,0.3762674164043128,3.0,0.0505968115356197,0.255518115737538,0.220586037675438,0.2735550883488031,0.2656684284435298,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.075890939839082,0.26234610448356,0.2269863522937193,0.28334609816027,0.275689584312715,3.0,-0.009082152030531,0.2669840829645903,0.2290435078135152,0.1503319654785096,0.1729109827629362,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0736035678686469,0.2582307927787113,0.2251491837883028,0.2892377992475377,0.2864877585690015,1.0,-0.0508182063973954,0.283404093607485,0.2455725960210822,-0.0117482857402541,-0.0028180657059394,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0337019529816011,0.2712324609202373,0.2354677120668846,0.1884005793451824,0.1790237975303811,4.0,0.0206113889829001,0.2470993547492997,0.2172684896597857,0.1893097862009178,0.2222643376721009,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0979212181009223,0.2899161000435314,0.2550241510862299,0.2205868741960522,0.21893914498994,0.0,-0.1343711270936884,0.2698409969157994,0.236366590385101,0.2824607834069261,0.2923026999727386,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0087970773121581,0.2757079567965755,0.2337329786280157,0.1753774448717368,0.1726114210987296,2.0,0.0452332368751505,0.2475524983075333,0.211573454566785,0.2539126635989134,0.2391505907929398,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0455358446159498,0.2569990412343361,0.2232443978992198,0.2169934775255624,0.2250111119933985,0.0,0.0546011310057301,0.282648169724799,0.2457784581913496,0.2629551984889755,0.2506435685125766,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0256012377415986,0.2536178743302963,0.215176313092601,0.2140242082714026,0.2425947363603738,3.0,-0.0749660529639286,0.3091281841941709,0.2631916317227426,0.0744210501335909,0.0710610967664946,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0106321438156917,0.2719023054809952,0.2396182206116116,0.1936833010993588,0.1910667814738652,4.0,-0.039877264722093,0.2769121987826525,0.2438215588151462,0.3307902830752325,0.3386154940183871,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0395061030062984,0.2667180868552959,0.2340719495438659,0.3317911675562745,0.3234350076326716,2.0,-0.132005304505445,0.2831948758716332,0.247728035960522,0.0641248974426729,0.0782624324830558,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0503146941850684,0.2647571240835294,0.2245555184585879,0.2753787885462635,0.2653908229733521,1.0,-0.0054014500233592,0.2698855351360911,0.2294811817048378,0.1098550231325208,0.126287722099768,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0368721110929495,0.2575615014883752,0.2215694706609988,0.211463167037108,0.2251369823258969,4.0,0.0554791107319555,0.2862824515357244,0.2478534164380921,0.2874880968044661,0.2846032270140811,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0208503962649069,0.2562123449153912,0.2149010775844816,0.2206297952161034,0.2417432429875368,3.0,-0.1100195718045733,0.3038144028659827,0.2583643127543172,0.149626808239723,0.1468948317963976,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0639516543336933,0.2649499085393387,0.232145110156912,0.3188393983162462,0.3238352601321024,2.0,-0.1546224844582895,0.279246338550729,0.243287550045058,-0.0388983359477253,-0.0192457687289564,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0613259841881407,0.2675764799055323,0.2331139726515501,0.2964521029704274,0.29185149045054,1.0,-0.1867844219937238,0.2754663184133193,0.2421419125559495,0.0467880478425987,0.0603501819792719,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0452967703451062,0.2625330354291375,0.2304925536388787,0.2992045731036929,0.319007925970871,0.0,-0.0702101687251308,0.2839910677235523,0.248212487756582,0.0332518755602549,0.0491463338673644,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0273605651982007,0.2703144708413421,0.2235828283658068,0.2836051246745644,0.2841805289793589,2.0,-0.1152451454167533,0.2776727762793867,0.2302977339816461,0.2110580725555635,0.2197332849877833,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0605029695492507,0.2679022074550428,0.2328048068106293,0.2552526141818347,0.2500071564895677,3.0,-0.0575315515624381,0.2520794149946526,0.2193315282624325,0.0734704226306777,0.0761399988030545,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0315209947615409,0.258646846561002,0.2267863226174358,0.2149345682423621,0.2276398478185683,1.0,0.0392384315911984,0.2875166468270129,0.2514551096830463,0.2752317048647178,0.2765849059590228,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0824002905804647,0.2617575493535089,0.2248205987270061,0.3002516202417401,0.302555550838045,4.0,-0.0141980305567848,0.2660773501803652,0.2271242203355318,0.1062190160202075,0.1322248769758746,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0558272715854145,0.2659382591447892,0.2331868521762674,0.276937979402352,0.2727738663654092,0.0,-0.0667024752902594,0.2698628098838923,0.2366485278261369,0.1181021840778871,0.1166919316796471,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0776208679806651,0.2635855396140111,0.2267740101161702,0.2844371768772427,0.2797113447627732,2.0,-0.0196540859722809,0.264766372581204,0.2267600118047479,0.1386551359904149,0.1693059285077036,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0580089636735502,0.2536304201817483,0.2200238764679211,0.2496022704396165,0.2547190821368243,3.0,-0.0212960506178647,0.2971285401763337,0.2597529153209539,0.0213661939616043,0.0194395756753798,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0660293067952995,0.2590997510483865,0.2241231788738701,0.2684225392066057,0.2702363167660464,0.0,-0.0082360304723529,0.2751379046146388,0.2391267437048447,0.1084392537728905,0.1095614110953374,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.1938989012976908,0.2896147141086049,0.2335825817677138,0.1338751104212575,0.151403872919758,1.0,-0.0576005431651085,0.2949217591989505,0.2348797740120938,0.3756335525785307,0.3617048218598765,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0437989125720723,0.2631712491719182,0.2255699264632187,0.2266309618144221,0.2305011694310215,4.0,0.0302275533735496,0.2725610388123494,0.2306821012048512,0.2682970025716112,0.2595018595956794,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0706158053481778,0.2576296390224638,0.2175584766504575,0.3073558455491658,0.2995987422877535,4.0,-0.0346091032534352,0.2858963852454079,0.2464829742434429,0.0671537078720009,0.0779907151924131,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0474832098592663,0.2701259620575715,0.2361152506706818,0.2419352290824171,0.2382620692004423,3.0,-0.00860442158472,0.2504271541335174,0.2213799008811754,0.1460567882709916,0.1708663289616743,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0386404702216958,0.2710751183607301,0.2374183372132104,0.2211404995865561,0.2152857616046361,2.0,-0.1804717490803002,0.2533656410622896,0.2253937162455517,0.1449837128649335,0.1644923517373605,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0507593098974126,0.283584859436703,0.2489527636346234,0.2130700423836039,0.201201564955296,1.0,-0.4335527400387045,0.2827618381853546,0.2503909312875374,0.2316229095458271,0.2406280358235799,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0637254192708609,0.2603008390605026,0.2250668168280578,0.2608853860549565,0.266488841729548,0.0,0.0157512750694536,0.2709535822407121,0.2343439487863231,0.1768079379002543,0.174448159213457,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0145190902404684,0.2510568415221547,0.2123941423724513,0.1934522763818718,0.2311091432564115,1.0,-0.1372043746166793,0.3192076826526672,0.2689035521172561,0.1167907756188552,0.1115336260912848,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0445943077491445,0.2716887573665978,0.2373833533730629,0.2321524619461078,0.2221518156394235,2.0,-0.0465111766639709,0.2511592061364852,0.2202455613661691,0.0741078964310527,0.0771046811083512,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0476937001904631,0.2552105766525562,0.2228461304062964,0.2451478766019303,0.2699075629356294,3.0,0.0010895759897411,0.2911042240163139,0.2543408412539818,0.0824256431808946,0.0860396010241532,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0219917751595875,0.2600943637736234,0.2251877374972327,0.1593996098424911,0.187838956527746,4.0,0.0820601442509684,0.2801037989226731,0.2418023023365061,0.379784095378934,0.3898966337957018,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0182633320615703,0.2546407685505382,0.2248177743769418,0.1926457135977625,0.2208296017788472,0.0,-0.0046521014630795,0.2978704740903358,0.259336651121522,0.059356900066315,0.056419897333213,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0677449906198733,0.2583189707071913,0.2243505257845259,0.2784694335104845,0.2797631383228027,0.0,0.0117929409690705,0.2742110109545354,0.2386761747279637,0.1665196111009688,0.1648644761907212,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0603667740269305,0.2655725358323635,0.2245493955041929,0.2869687543497832,0.2810365696355777,1.0,0.0028770980991786,0.2608788251912352,0.2280413397852443,0.0966254606584591,0.1213771885209224,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0794406911072265,0.2622631984157016,0.2280533297568549,0.2979306658153472,0.2997817218272582,4.0,-0.0034898788328689,0.2637127368883737,0.2302011267646499,0.0703166789575152,0.1072867120064614,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0024265533727166,0.26386306038608,0.232310105563833,0.1745104946346468,0.2038194612726982,3.0,0.0749014595176934,0.2793568168563182,0.2453439931270403,0.3991694806865993,0.4021396551351986,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0237383270386257,0.2624130100409768,0.2259819930575295,0.1837088958096776,0.2037071968444776,2.0,0.0820539762933179,0.2744523291447351,0.2337878613334056,0.3764957588959433,0.3703452485336053,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1151637387362348,0.2552092866993029,0.2206699815748196,0.351774970279341,0.3454306759785526,0.0,0.0255702381914861,0.2653387816435018,0.2291818810020174,0.2044342729436741,0.2178258768981922,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0456225582798957,0.2709479122309687,0.2324004430278191,0.255401733928507,0.2442937801813959,2.0,-0.1613822485428488,0.2467080987293504,0.217874260507524,0.116239405327547,0.1490410514998528,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0469746194655843,0.2579845135483044,0.2216846788966318,0.2393522996237063,0.2536459378363593,3.0,0.1000855155466939,0.2736863514048567,0.2348172419616154,0.3790593422479024,0.3715641278014128,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0572341997843245,0.2702740305477669,0.2256672169141616,0.3119128059042639,0.3070274314240022,1.0,-0.0391893536528664,0.2518758478983611,0.2031531652335912,0.2597334976803812,0.2821296257804939,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0898978462353632,0.2649281125189328,0.2311151032502986,0.3325089833492439,0.3248930869906567,4.0,-0.2286279786735034,0.2669521941926383,0.2341422636994907,0.184900635046187,0.2020779622944434,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0959818499386203,0.2650190676067028,0.2309038258279952,0.3580083400086367,0.3472275040357361,2.0,-0.0714008391305183,0.255748998445127,0.2253037998175512,0.1156083925116818,0.1270060406127362,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1239398301263957,0.2582351028216148,0.2233917146732441,0.3677365410009101,0.3556719840626715,4.0,0.0587209408750225,0.2456807906382568,0.2149504948343858,0.273822168246555,0.2967915114618804,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1122845899088961,0.254146223334511,0.2201943251776534,0.3540049369273101,0.3470102610530966,0.0,0.0986640888878385,0.2606334189906929,0.2262732702137165,0.3385988713453596,0.344895570446548,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0834592619924093,0.2662427757276279,0.2229341817515123,0.3603214184888795,0.3552931467278782,1.0,0.0276071695572239,0.2371026061045633,0.1998199486459781,0.2492221263110229,0.2662129124479112,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0105532376403398,0.2721471749382839,0.2162702859398628,0.3791686556153509,0.3855555121257135,3.0,-0.1302687699646223,0.2885811645399205,0.2373929027222698,0.0660810026010752,0.092768450968114,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0995009810025464,0.2486081428511421,0.2118846456841336,0.3204578966241999,0.3203062503541595,3.0,0.0158216001562454,0.2847221800824729,0.2492444782062742,0.1759192175684532,0.1595502564977226,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0512160255594951,0.26852770176562,0.2304067601007962,0.2620009152504476,0.2468625922283555,2.0,-0.0050118678615047,0.2367459828936778,0.2054744554188411,0.1968800093191518,0.2150315254089746,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0973118004510352,0.2613638572254749,0.2164778502793239,0.3642568511178857,0.3647827671753826,1.0,-0.1001846357828866,0.2719111050322292,0.2338909373609861,0.0158567533684384,0.040707474200697,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0733604493776849,0.2503346414300801,0.2121516201980842,0.2935359447777085,0.3127661975754728,4.0,-0.0005943452788361,0.295209623748669,0.2581009568730453,0.0871725117655261,0.0862840412667097,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0856323898292884,0.2641871477147598,0.2293806117683791,0.3230150244613839,0.3151803393514757,0.0,-0.0532143070637065,0.257778310397019,0.2275274120514209,0.1313610670205306,0.1391960150802552,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1150122915194548,0.2450627418196888,0.2105189758487742,0.3481298001593388,0.3541645334057902,4.0,0.060552923636066,0.2807919838893457,0.2436622965041242,0.2558763274156456,0.2469723525754757,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0887614217966081,0.24501726394558,0.2060360911648407,0.3162714799260778,0.3352837623714003,3.0,0.0139516967525187,0.2912663454796497,0.2526182861019723,0.1817044763633595,0.171110985141301,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0713771409292572,0.2659989417371459,0.2316826225779512,0.3919460095587361,0.384518797830823,2.0,0.0432903531749743,0.2522264627473914,0.2209305572110964,0.2191835273627744,0.2458216302263868,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.101238158985269,0.2484394568053311,0.2154278698372824,0.3420455374236488,0.3546604532975143,1.0,0.0618696981319946,0.2815351094759221,0.2459789311495177,0.2522239282471195,0.2369712241767616,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0530929167375446,0.26669530972688,0.224517971655024,0.3244868591321773,0.310054137291335,0.0,0.0675970466649004,0.2420434504979428,0.2070936019323577,0.2706854180927138,0.2882757133419533,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0569427536089182,0.2566914995487564,0.2242851494965523,0.265354056413618,0.2733563513300642,1.0,0.1108000530169454,0.2730950715217633,0.2388909816025971,0.3964107607992519,0.3902178459908011,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0536370046302157,0.2471940606473106,0.2154174315132458,0.25926801549698,0.2911512822595591,0.0,0.0229458666739071,0.2911445424866102,0.2538290244137699,0.2010161451207547,0.1756320261036256,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1012447755147967,0.2606869728571049,0.2268964791720168,0.329658964720754,0.3248954844570104,3.0,-0.0934481643475162,0.2642014305443476,0.2284513476311608,0.2075192530702954,0.2370134959317438,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1003151771359375,0.2615138507290157,0.2234817943126154,0.3294062635268158,0.3209867454412812,2.0,-0.034838448151691,0.2508572866126002,0.2188028302874738,0.211970992836272,0.2433632915703574,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0791059132831234,0.2630736909814948,0.2207870015939931,0.3171308664545856,0.3083340712876585,4.0,-0.0267136216298771,0.2665707593672028,0.225209192588514,0.2462389192504811,0.2672908008644183,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1279392898852782,0.2579283282110244,0.2193345441132213,0.3668153816946089,0.3572171938240465,3.0,-0.0420087901607642,0.2623793136219196,0.2199425526893434,0.1962491815173603,0.228931685655518,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1221522267830809,0.2520430464606454,0.2180703007196125,0.3661617902761317,0.3596786222158705,2.0,0.0362071854028742,0.2703432866613489,0.2345483715020589,0.2065904654228698,0.2049274963619095,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1253954670211773,0.2578458774289472,0.2239410530804648,0.3677276180905672,0.3601112070198948,1.0,-0.0972583293740751,0.2637056441968429,0.2303444718132107,0.1823926139415162,0.2057084861205609,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0704292496067917,0.2662880722338183,0.2298556260326446,0.285423698938506,0.2734239317143734,0.0,-0.1210068158244037,0.246063530596043,0.2162734302116443,0.1433112451966302,0.1786376928576983,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0299322584816865,0.2753570915073113,0.2413150472820125,0.346886323927752,0.3340014134925217,4.0,-0.0060474742930083,0.2706258206139475,0.2372775600634661,0.2222080763866729,0.239779221579073,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0297010403902188,0.2638131794511799,0.2232686989840387,0.2416690693201302,0.249586699801027,4.0,0.1034965334157775,0.2648547461108106,0.2233005946189438,0.3873434877151286,0.3787717479886763,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0772632338753055,0.2549859008640409,0.2187768780438656,0.2852692413990481,0.2988209581520103,3.0,0.0785737853358429,0.2782600878973246,0.2382499928095463,0.2987601977921926,0.2998085343957748,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0591630955840716,0.2623272637858546,0.2286902185263305,0.3466486538882265,0.3404816510920207,2.0,0.0388772679567732,0.2668258716560511,0.2343218336547821,0.2177263534731641,0.2258558059502179,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1288946791998094,0.2583371029451052,0.2219571024805812,0.3651288668749152,0.3641226645676021,1.0,-0.0695639651063613,0.2593551038615762,0.227309627909279,0.1030421330924965,0.1253077967944575,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0773996051128149,0.2639186140094955,0.2295758961638835,0.3010436971042729,0.2979289204108376,0.0,-0.0083960082268157,0.2607478039449931,0.229607986516396,0.1401299606546041,0.1626363412301834,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1122614771747941,0.2527574878518157,0.2177488106143647,0.3510477475226909,0.339640769568687,3.0,0.0884638478695691,0.2673792542545919,0.2307736726456928,0.3246270595325864,0.3212989326504641,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0869657152843568,0.2493916999412223,0.2177275191070316,0.3654189516580334,0.3741438699072792,2.0,-0.0263459428492649,0.2974934624512127,0.2604267361347492,0.1759936188890368,0.1628456237229188,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1084047883470886,0.2595008751308166,0.2144312495503861,0.3769670451939623,0.3726239035269633,4.0,-0.1681263067441085,0.2825942853338425,0.2313262094317028,0.183378281122598,0.2030447102133513,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0949225074044004,0.2635110048579015,0.2291920883201687,0.3257432977239368,0.309412026747195,0.0,-0.4597388126623045,0.2802566082531609,0.2493171289408922,0.1195285785994754,0.1565285502394424,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1439143581766734,0.248799866744638,0.215961404811361,0.4005063301932046,0.4028469196980145,1.0,-0.0727576711349147,0.2833467596041982,0.2465631877846188,-0.0019199781778361,0.0118789224362026,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0222461619177141,0.2588853985158714,0.227606386318751,0.2528463238675641,0.2645888017721661,4.0,0.0931209553489686,0.2802066120157013,0.2461694541289556,0.3957250746529983,0.3882532037577857,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1323080165612012,0.2555626021123527,0.2180270403592633,0.3673017836539762,0.3592669437560445,3.0,-0.0804594518751151,0.2712265669295142,0.2358845155581366,0.0261134511814268,0.047832549132363,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1316156307557038,0.2563508915446865,0.2181220993295444,0.3673654243416406,0.367453301877123,2.0,-0.0726611423767413,0.2678098788104263,0.2336423869420535,0.0167342603958213,0.0383565998941638,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1349716942459412,0.2555195857185059,0.219592479696069,0.373956963098167,0.3724001291893329,0.0,-0.0811585748167493,0.2703377600559267,0.2362805044755703,0.0183442199414466,0.0409660898162304,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0090123120815104,0.275576661304579,0.2407179136034604,0.2648069854556446,0.2518214840128738,1.0,-0.7691095672331003,0.301434480929119,0.2694790641145715,0.1297053125752604,0.1581241878791959,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0872082275032279,0.2639074559006273,0.230623034239219,0.3390193617981093,0.3334478233419018,2.0,-0.0037123388293085,0.2503852572934701,0.2200443430195252,0.2023819159416947,0.2271658863829782,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0711420466206195,0.2465027172422781,0.2159699079637144,0.3088607520791858,0.326670739742463,4.0,0.0148178966890591,0.2936320917365169,0.2543128208905102,0.1338255118624049,0.1266932628731719,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1317976524561062,0.2509745092883951,0.2161762093911405,0.3702559958687966,0.3572233263040722,3.0,0.0351901262259874,0.271741079838843,0.2376332679546307,0.1969249240416929,0.1977812005050893,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1262170787866625,0.2520162759783594,0.2102183528764178,0.3813531890222594,0.3695742628783999,0.0,-0.060117872113085,0.2797081760830747,0.2374497941131158,0.1851329651163371,0.192951932688179,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0947966083522856,0.2424364793252622,0.2096102902711538,0.3166693014043343,0.3186164524667759,1.0,-0.0060249452023111,0.2964006639079587,0.2562264553187218,0.139699234202463,0.1290077020747496,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1127185247031801,0.2591138585873948,0.2208538505993416,0.350974907650776,0.352407826749365,3.0,-0.0809126234972965,0.2658930213779195,0.2322317793476048,0.0549101334458002,0.0805517715752984,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0619532519829666,0.2446016520961217,0.2087681627920659,0.2624684052289995,0.2886206697766248,4.0,-0.0556328992851637,0.3050481163147875,0.2608029656472259,0.179922158917768,0.1508746266658038,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0751663594238704,0.2536004150881098,0.2212535425862503,0.2997634313060887,0.2984943358637936,0.0,0.0576740077491481,0.2808063389220156,0.2431652070022522,0.2411619649684684,0.2280183608484163,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0974256891813835,0.2530743440578133,0.2156649728620137,0.3249482874842362,0.3368478487169415,1.0,-0.0265553390970549,0.2858761339896964,0.2448413027664188,0.0753080468681911,0.0739699919138449,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0323040756625037,0.2626998426294194,0.2302188492726821,0.2881371711194028,0.2885750195076201,2.0,-0.0099359032135553,0.2875094176836555,0.2532539822429907,0.3573263811464303,0.34349282087081,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0811246831450965,0.2597418327493175,0.2179105502763844,0.3335529053307313,0.32342735809468,4.0,0.0010420344026222,0.2710438894491553,0.2290925723209716,0.1348587053638991,0.1299815259114486,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0934488383576139,0.2615824417527645,0.2266919912146935,0.3103449488405194,0.2966094091863225,3.0,0.0192337011230439,0.2460106763064511,0.212241779197346,0.2082856599916134,0.2073131355514582,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0881611711892357,0.2638534494067081,0.2290959845545087,0.3036323032977871,0.2899082792204341,2.0,-0.1840042260657428,0.2584576719481601,0.2287108578962438,0.1674797565903777,0.1896773664551524,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0762489219769323,0.2530242365757192,0.2190327384060438,0.2798243358655858,0.2835213947413554,1.0,0.0900747541502716,0.2791080500768054,0.2439889760528292,0.3598656044318341,0.3487223333342351,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0708040780452935,0.2604358492843207,0.2267684623949044,0.2726050221677774,0.2705534998167692,0.0,0.0862871051887641,0.2606235218861601,0.2267065474626051,0.3541222147436453,0.3501614056595499,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0389371214551325,0.2599416602413799,0.2270367521517889,0.2119823641948916,0.205163180334571,2.0,0.0525960658532945,0.2791139631700077,0.2429142992521325,0.2945192952038518,0.2791748278673395,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0411729496767429,0.2618332466276176,0.2274602731797708,0.212834745021202,0.2094839335858119,0.0,0.0694406388914903,0.2743194829847984,0.2411461671251876,0.3389352517637338,0.3171163497047898,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0398553112410946,0.2708372645072573,0.2322623322020413,0.2210153752257699,0.2138446480641532,1.0,-0.0126545454466384,0.2410572674312425,0.2091511268022898,0.2078634433143932,0.2241449333964353,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0333506506768673,0.2717253917016324,0.2377820497396873,0.221674189152413,0.2124939140098926,3.0,-0.1606185495665453,0.2605773584303291,0.2298481956049718,0.2331424353075565,0.2526560671270275,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0499794086364245,0.2680247648410974,0.2266890288007952,0.2647515842402941,0.2587394915989129,4.0,-0.0222098165911883,0.2604842921421101,0.2213397051814274,0.0930205277186194,0.0987703376104276,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0664316882875587,0.2631617156314261,0.2264842467093915,0.2606215770810413,0.249012932028327,0.0,-0.0135282605234812,0.2681735435430936,0.2339286231660997,0.0772340911684892,0.0652782904377345,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0464999557296645,0.2553375071475491,0.2200465502847398,0.2293620222462269,0.2260216664680399,4.0,0.0557390092695475,0.287337321997071,0.246207687738886,0.2703888400622211,0.2573765914255675,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0597100882814366,0.2686631175260649,0.2343452198792623,0.2657420776611399,0.2525974029066822,3.0,-0.041490587778167,0.2559632862189716,0.225553162663471,0.09960868727612,0.0936677799275427,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0428349643426697,0.2555147423100788,0.2225557564156793,0.2229478490181909,0.2202194599722952,2.0,0.0458085300652344,0.2905673370285335,0.2552908409192012,0.2489898642255882,0.2394350471199031,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0082381218533471,0.2791944334267154,0.2441589746751611,0.2172744009892203,0.2042334168182892,1.0,-0.1190341136582933,0.2536527132794879,0.2262982669691916,0.1682254997955707,0.2013080287356147,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0475934812961897,0.2677981500625385,0.2340698389062583,0.287256232107685,0.2771743515416922,2.0,0.0262701633314726,0.2588375502021974,0.2261808746110905,0.1632735626634642,0.1569971314464978,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0529769119968775,0.269655312408817,0.2346372888418739,0.2335026496128465,0.2206691761252455,0.0,-0.0318764396251378,0.2475966759649335,0.2159384055776119,0.0616373464326286,0.0456488529230566,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0228597346232677,0.2701668796267479,0.2373146386508741,0.235239558950497,0.2256563992405686,3.0,0.0281023747398257,0.2784874190917991,0.2456023724321507,0.2889940653238256,0.2739570881273842,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0848586029820515,0.2560857618642162,0.2218466498465173,0.2992820930913428,0.2892984714622804,1.0,-0.0546634401205063,0.2856836995730843,0.2498401582875018,-0.0408836416673944,-0.0367929079404658,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0508242662352366,0.2628089234780741,0.2305192912554674,0.2933792562375799,0.2986755783156921,4.0,-0.1026381684330164,0.2863827964501675,0.2496910980409664,-0.0282311660228844,-0.0166828741256335,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0027105832977918,0.266859831328427,0.2340290742499173,0.2694441782824666,0.2638396863252986,4.0,-0.0012461963766272,0.2778345989921124,0.2451064191550424,0.0811898425976532,0.0829435363901436,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0490410991254781,0.2688572933019042,0.2303158707291883,0.2394911879472536,0.2288041717641905,0.0,0.014794340435585,0.2555285113144837,0.2187467619854859,0.2278009856624055,0.2283946896948219,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0497341112484336,0.2692927915776203,0.2312203208594074,0.2346229940343531,0.224379589821711,1.0,0.0247015615181146,0.2531551984534977,0.2207150022757501,0.1846392841949568,0.1839755275252448,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0549706352771464,0.2664132988072799,0.2265581753000957,0.2606341515477871,0.2520587840841869,3.0,9.501445606252544e-05,0.2617629087683863,0.22835049958433,0.070378387236739,0.0706031119078809,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0412614352486646,0.2595296683868409,0.2230228909022863,0.2173223799779895,0.2156960762776806,2.0,0.0638081611310007,0.2822224473680057,0.2429096262223684,0.276406709017705,0.2835602805527377,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0368501473052944,0.2557441213183868,0.21629595586633,0.2201694461389146,0.2272063520181171,3.0,-0.0450590257556429,0.2901530220256121,0.2477717598375531,0.1925710004784342,0.1850643663399209,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0833363781309837,0.2659538374934824,0.2290888653371828,0.2923505917122364,0.2895140415021,2.0,-0.0510532245656447,0.2587290942850207,0.2254798152935866,0.0158363957764361,0.0241505383219324,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0576209460929453,0.2619414680446243,0.2223386173732603,0.2618827220516458,0.2543259945766031,4.0,0.0130520287080363,0.2725686118131946,0.2323431500789246,0.1845782132737075,0.1752960906474541,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0093666605544084,0.2635803251028852,0.225591407003926,0.1508469192019332,0.1479943224623949,1.0,0.1195398071555907,0.2712527875548552,0.2322290303903117,0.3691934292436274,0.3538091246939081,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0349388796059404,0.2660303886130868,0.2321032941560702,0.2135169511657745,0.2053404981606943,0.0,0.0558378142465473,0.2629253530318596,0.231735391623752,0.3116160010155223,0.3145769760252668,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0111401903439696,0.259926106147323,0.2292637611551178,0.2669008107157149,0.2698426295564382,2.0,-0.0442909690886734,0.3008152802820862,0.2614282123664108,0.015099133215464,0.0104926925614046,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0593579997920585,0.2534382318711798,0.2215587296844208,0.2698789308623143,0.2630886829340682,3.0,-0.0165818135005368,0.2875101944501101,0.2470286047857811,0.1034797997616993,0.1055283188423177,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0564749698595331,0.2682199072405283,0.2314928086559119,0.2496447620637697,0.2376249886723601,4.0,0.0470533466249867,0.2494555476833445,0.2194407332537937,0.2533780308231386,0.2562188513873496,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0538140017722877,0.2655784256891553,0.2270018633806781,0.256416739304017,0.2452058911434251,1.0,0.0101853170267566,0.2604395664504036,0.2232729884075081,0.1204349848036492,0.1018690424342747,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0667218426125637,0.2654838193673696,0.2263249725101447,0.2818304387883212,0.2736977048405097,0.0,-0.0021879588916442,0.2552054303418217,0.2218896692457268,0.1525488351802487,0.1581689057699332,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0207251444734052,0.2731170927678173,0.2334314687773804,0.2036051629892418,0.1889806575943657,4.0,0.0398047146897667,0.2357359525799706,0.2017959434406779,0.2156329967685761,0.2365652271768479,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0282633487907756,0.2617092832620114,0.2186107447800105,0.2425607717936964,0.237059990674054,0.0,-0.0454201537051837,0.2896149652494738,0.2471872735269544,0.2030501274871758,0.2019642460926007,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0441614589731804,0.2630590105129853,0.2218912813527472,0.25696882658761,0.2446943567611223,2.0,-0.0393616815797785,0.2822321922714377,0.2353207162645468,0.2170907654486789,0.2135450849451567,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.045056519306754,0.2709565032348437,0.2295928793126235,0.2723091626438485,0.2647896653465295,3.0,-0.0049369319174241,0.2413820964359649,0.2094235381529665,0.1680241832380933,0.1617793456948505,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0549638029324404,0.2671471166903991,0.2326353343531817,0.2511785128963341,0.2449118679279723,1.0,0.0007872791235448,0.2555593325538262,0.2235983423291954,0.1387441310311763,0.1467535286391528,1.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0439242992026527,0.2705533815733416,0.2302914059780323,0.2429504209145026,0.2322149834612979,2.0,0.0344992367959748,0.2496328947504225,0.2148889453057639,0.2709318752576375,0.2751520573204677,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0722453111918007,0.2612931359548385,0.2219618192224791,0.279538062052918,0.2744677509920422,0.0,-0.0482287652500064,0.273739453947724,0.2358055072497093,0.0172117133670505,0.0142827449620978,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0656796862504661,0.2581239368980238,0.221300960539451,0.2634108808484595,0.2573244734595684,3.0,0.0170093270887049,0.2775526777673606,0.2396968664019368,0.186493229106479,0.1915350236148552,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0458570674764119,0.2630070558138415,0.2264661975858695,0.2286289443762676,0.2184204000241108,4.0,0.0583474729830012,0.2684926988190423,0.2285860113558377,0.2740073916682591,0.2792426529636352,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0880663600045488,0.2503502105291545,0.217827436104891,0.3368758130453047,0.3351400997902605,2.0,-0.0850920687388949,0.30217759587459,0.2618753040080954,0.1566837979303393,0.1378354520959412,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0731215993794044,0.2510262853227608,0.218931708687501,0.3289242373992005,0.3336661784122648,3.0,0.008902478172724,0.2881022369964934,0.2514308514285615,0.1723065122040952,0.142996037141149,3.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0920542136452133,0.2513970865969321,0.2165863688529298,0.3232490367116825,0.3143046421334033,1.0,0.0261743685712005,0.2840250360119471,0.2448389504006839,0.2041396899718134,0.1841328830015122,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.115149554662533,0.2552586204070221,0.2132414806534543,0.3601564300833242,0.349955698749954,4.0,-0.0012613783459023,0.2685452920426815,0.2314446763317779,0.1557901542251965,0.1514447052789125,4.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.091703540092764,0.2509738730999101,0.2188413763566206,0.3389313817207635,0.3325810777965889,4.0,0.0942038145088189,0.2763980017488802,0.2427416008398912,0.3593795945263152,0.3615494214207664,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1610081974169155,0.2544183362872824,0.2177031724430206,0.4079843036786459,0.4022289166834467,2.0,-0.107117169219647,0.2525841167767688,0.217978345762649,0.1779423282922765,0.1898732556622281,2.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1222385543906299,0.2538370177402538,0.215236681538928,0.3842888912698972,0.3764841974190817,1.0,0.060302298118104,0.2619828273380403,0.2191086090772108,0.2842158838819925,0.2944500436633595,1.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0710487725219217,0.2507694223770385,0.218857018714932,0.309279477442646,0.3118248793066701,4.0,0.0629092314220268,0.2759711747423914,0.2399430302630538,0.2575392631345002,0.2401346325914646,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0595002012229983,0.2675104705197973,0.2335216616319471,0.2674819965823464,0.2528847036584546,1.0,-0.1745504453465893,0.2556058756107788,0.226001706582267,0.1558798402332267,0.1641009872079277,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1057757527036673,0.2590701960285482,0.2239380247121936,0.3449089706603302,0.3274653857550968,3.0,-0.0064072971514459,0.2529082979428462,0.2229751494047897,0.2238784637350253,0.2305837542233992,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1244193263496558,0.255544995157931,0.2212203508385089,0.3702414246238809,0.3529522198096111,0.0,0.0429669124590715,0.2573763928833338,0.2247135300270275,0.2114096258478656,0.2326581413139138,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.158399361687436,0.2521160537822309,0.2121703867299364,0.4145089512778285,0.4072861081742595,1.0,-0.0897683057469425,0.2730921181295032,0.2279642183293136,0.1619481102395082,0.1652462297729488,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0880677868604428,0.2634006678863078,0.229423096013077,0.3161236324008424,0.3075272566221917,2.0,-0.1613111608098147,0.2494627919709166,0.221104140459806,0.1798661107031243,0.1770213507324828,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1269781418453109,0.2503921927280778,0.2127841974016918,0.3704534493572098,0.35925868404742,4.0,-0.0207914976971395,0.2813008090730076,0.240049096110132,0.1176273514450811,0.1240472889821983,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0753208571055328,0.2660332698500146,0.2323082669714332,0.3040852381274491,0.2986171396835822,3.0,0.065748163243038,0.2462736411108268,0.2157541812570213,0.2946695159458088,0.2993882233879346,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1276903993824465,0.2578661435397086,0.2208873508878452,0.3585074663782353,0.3576621205279234,0.0,-0.0619270622497054,0.2648037420670663,0.230859596394911,0.0226409714057953,0.034471043555238,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0665390906049893,0.2648832515355218,0.2319900039141147,0.3032125612242023,0.2948767468603539,1.0,0.0465353163481622,0.2551323909994671,0.2236976444171385,0.2633533349708834,0.2733807133429757,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0639699544573902,0.2620609348189899,0.2287185230625725,0.2771590368414567,0.2649510709135816,4.0,0.0693815720377033,0.2602710310506468,0.2297349594290458,0.3371392145768842,0.3507267487543246,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0689536023978679,0.2527459287433929,0.2158847276826321,0.276015444332826,0.2738017028217017,2.0,0.0930528812652096,0.2830728171736709,0.2470625791830175,0.3314344701153032,0.3195162538381956,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0545586521663895,0.2460573522914741,0.2062974050364543,0.2820805077761802,0.2884575717811537,1.0,-0.0973021525627078,0.3140096254639986,0.2669965911220577,0.1118988984259167,0.0988640537951326,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0854471625213922,0.2487163702943381,0.2097790737522615,0.3266454253327334,0.333229513483433,0.0,0.0144978505349512,0.2892355297475714,0.2500505869548693,0.1410484949073237,0.115824590031262,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1169048610951939,0.2561985803866735,0.2209768683300621,0.3511942638606345,0.3447160694460107,2.0,-0.0178233894975368,0.2653790944537409,0.227467337518587,0.2192324245667891,0.2286781864650419,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1101667806129549,0.2489511849111621,0.2091603278356677,0.3455890877240339,0.3418525413619289,3.0,-0.0346564543856835,0.2840150720134667,0.2415043496744686,0.2035329498111701,0.1914319836807636,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0575178305749188,0.2547095538351233,0.2158550385176793,0.2891015239638336,0.2937694002372196,4.0,0.1143582676258225,0.2785408881223044,0.2361074629306793,0.3502813788569406,0.3418001215530968,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0828718041774653,0.2642437469882848,0.2288313826422064,0.2985128124971678,0.288315918510677,0.0,0.043466315841501,0.2378120568822879,0.2070632382883716,0.249032441645993,0.2709111150922856,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1273965925139116,0.2576245818551275,0.2225313877238446,0.3782983042836653,0.3711049024540553,1.0,0.029054420775236,0.2554549648498688,0.2211800359171432,0.1967495460376006,0.2059838626540722,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0966141945571478,0.2647512362224513,0.2271349719722072,0.3313786537568033,0.3230281220392462,2.0,0.0003356538455416,0.2468402175563349,0.2138101650660708,0.0956217038972572,0.0888025125042422,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0709832209366307,0.2672915569853241,0.2327711171956489,0.2741715762522599,0.2542493857244824,3.0,-0.3498604924169606,0.262670797434181,0.2340475970623539,0.1164119372579919,0.1455861534921683,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.090761861959033,0.2441146898856689,0.210958442320744,0.3111540012397286,0.3091493364007487,4.0,0.0094557493397042,0.2929560156783696,0.2546883231234757,0.1127347339118669,0.0979567898987647,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1064498669669907,0.2612190000804371,0.2210675094990375,0.3758352585594913,0.3617553511994404,4.0,0.0109642111987298,0.245491957914278,0.2035683035333689,0.1903925582569581,0.2080150832110457,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1318342797547177,0.2590630570146962,0.2200640822117313,0.378440155548692,0.3683143551782784,1.0,-0.0291182808295955,0.2538589653031118,0.2187196108011099,0.0613064268010435,0.0596083940078598,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1017248253179721,0.2583119070063098,0.2169786284161102,0.3683383183299819,0.3596256156239457,2.0,0.0379836601203504,0.2610540977219893,0.2163057946528204,0.319388907515439,0.3097407839034235,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1518011834086061,0.2494567088365733,0.2078276231234812,0.4303017948878237,0.4218733073170322,3.0,-0.0702326733055365,0.2801128480137826,0.2419426616292069,0.0462005484082743,0.0538385653051983,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1215809641677363,0.2510826429301119,0.2187739319863756,0.3853530175471495,0.389117504716605,0.0,-0.0877801063667795,0.2901323551022174,0.2512173343240831,0.0488400747129561,0.0415721574107398,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0765052378912689,0.2481362217949468,0.2129534985571042,0.2860734518877371,0.2795838562138283,0.0,0.07662030592535,0.2852973676784989,0.2446250175600846,0.3056631230061863,0.285879731618715,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0472436765516453,0.2617308530554856,0.2216834217130733,0.2725817989613674,0.2623024507060433,2.0,0.1602601174583758,0.2559314298103445,0.2193695912680975,0.4087074921178991,0.3880168748017908,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1006294860737604,0.2615521966165401,0.2222389823363777,0.3409401484552951,0.3360566450440079,1.0,-0.0182135426929268,0.2544412661398538,0.2195749358313731,0.1703251542981717,0.1888024790230829,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1089493878774522,0.2555500684617543,0.2214140674345124,0.3391411926872521,0.3392289213311726,4.0,-0.0051713624237104,0.2710248436079001,0.2353607713446813,0.1297880229367013,0.1170890668814111,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0860124635458068,0.2578902596064636,0.2132168831503232,0.3470724241876319,0.3326821623478044,3.0,-0.1170832757813207,0.2869471368364329,0.2415466612556597,0.1578480988937785,0.1594835476627566,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1101129208423973,0.2597598180013735,0.2190918652917982,0.358967452214665,0.3500456337099663,0.0,-0.0407875218278048,0.259679482818019,0.2178740583319413,0.1107226660497309,0.0955419447463847,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1412384359867733,0.2495946987927034,0.2104567098188302,0.3908226848174732,0.3793634859688258,2.0,-0.0314251342543634,0.2786035245751938,0.2354820961112842,0.1817622017632847,0.1892405275572835,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1119815511998507,0.2531824451116028,0.2186649502562549,0.3437648077782028,0.3330668429245776,1.0,0.1401940208169659,0.2575863896889543,0.2212999132730627,0.3881294340082624,0.3853572904800277,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1116605208301493,0.2605743825769935,0.2239086474630382,0.3464976685563737,0.3297118845262012,3.0,0.0582409095059086,0.2397767487999423,0.2043659881060166,0.2469753495229667,0.2671953752384762,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1284079848619432,0.2574658022784108,0.2234536685730448,0.374858233576681,0.3611025188286595,4.0,-0.0219857662335449,0.2529685464062449,0.2195710400557865,0.1197550893801941,0.1068292462393619,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0688348592682052,0.2610798258652584,0.228493710466064,0.3402867476747381,0.3276780576015459,0.0,0.0378124550253976,0.2663790334277081,0.2328950101034197,0.2029584327565711,0.2092807660384762,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.057657969817323,0.2682466034442073,0.2312827804625034,0.2648053699793239,0.2454355075366846,1.0,-0.0610100353466733,0.2383121610794863,0.2086786902956215,0.1813985364835977,0.1967230343526167,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0940834841125853,0.2583708972815978,0.2210566611816449,0.3137266377358038,0.3030454534051552,2.0,0.0325507015451697,0.2646863445503057,0.2314622338007617,0.1890401046540901,0.1890333937158503,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0441784041891207,0.2636951123877895,0.2152856623110182,0.3283691343036407,0.3226118684271989,3.0,-0.0650092163040183,0.2799830873610759,0.2369815102444608,0.1859640251748329,0.1773268834588692,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1000240014667118,0.2639388536751013,0.2299217872472337,0.3306449961398656,0.3265297890122253,4.0,-0.0941951288897526,0.2548857176823936,0.2197513573443384,0.2182132702378331,0.2284818085118579,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0957895363993281,0.2540713274818684,0.2212376234016136,0.3349932631357025,0.328558994589428,1.0,0.0474184352012005,0.2683765211621469,0.2323362018883124,0.2278266213613771,0.2192187094513786,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1073936979757422,0.2583718703655927,0.2234357119307561,0.3338983978949298,0.3245979256106081,4.0,0.0483284531320866,0.25574330633308,0.2227259117902199,0.2212581376548016,0.2365509082058118,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0591518784595966,0.2468948108902913,0.2157237773136149,0.29190656118972,0.2969383195491263,3.0,0.0176753145581715,0.2950378088573911,0.2561717470502526,0.1514972400168923,0.1357429084476576,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0093469759678318,0.262647798115443,0.2306015874947015,0.2716081502852405,0.2769509683205918,2.0,0.075197805272843,0.2776270292912409,0.2428362121733014,0.3904454217107039,0.3817151315426988,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1211545141605375,0.249931265850035,0.2161329281050968,0.3618429414590343,0.3620967957507245,0.0,0.0131843055815474,0.2795209799610337,0.2405216628626151,0.2161748441948466,0.2082483972647889,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0042934243033794,0.2719371374283188,0.2263797946194801,0.2397010864386949,0.2403115989815395,2.0,-0.0206001854896313,0.2724592272517568,0.226663967477696,0.2038146064145096,0.2117180006025366,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0312409791185008,0.2671205485118548,0.2343468396163375,0.2479017320804155,0.2438888255591788,0.0,-0.0193507959156093,0.271830594255509,0.2375116705650563,0.1659401617472479,0.1790164372253428,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0386890844270283,0.2633464971606509,0.2240842796293397,0.2297787649511835,0.2392776841536379,4.0,0.0291396394305649,0.2764266619463102,0.2366349287472113,0.2077487625770764,0.1820524314278161,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0312540240590932,0.2748537373565345,0.241663164661472,0.2388078319927712,0.2349636043922802,3.0,-0.0256415636951394,0.2759596813369886,0.2418869509751839,0.2335263886843899,0.2475570049722373,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0384823389975872,0.265859967039396,0.2323080126217324,0.2180780176841432,0.216657442583119,1.0,0.0428578271759118,0.2646185407163162,0.2316211409337075,0.2522252377156146,0.2689899844241195,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0502681958435707,0.2642277934626286,0.2245863795623121,0.2522017957644232,0.2474165520561199,2.0,0.0095847029259461,0.2692769897351793,0.2306612419441837,0.1752298221279912,0.1751496590432867,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0394539616931263,0.2654588036773385,0.2267100424139844,0.2342429746654378,0.240252349785857,4.0,0.0613713856932575,0.2631972787110915,0.2252052749087438,0.2822871664214708,0.2620338874046649,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0392971178861271,0.2638688799198757,0.223796596025286,0.2439791495359514,0.2427887494107273,3.0,0.0603373416269324,0.2696399612871817,0.2319254525451708,0.2993589801193766,0.2960620141888024,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0474010386837376,0.2643405508637452,0.2318339857663715,0.2674620339054018,0.2705503237916322,1.0,0.0348087234805708,0.2669987943714512,0.234026888852839,0.2321169276829195,0.2418646584539408,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0409632269130445,0.2654685741711662,0.2250945971884768,0.2537921583048551,0.2512603913950936,0.0,0.006271390441552,0.2693754619573635,0.2276968160126825,0.2243706043208934,0.2312054559170285,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0630500766613171,0.2621925680468828,0.2279769803902014,0.2581090280932613,0.2557833927298492,4.0,0.0519237473756358,0.2644755958744372,0.2275131110858429,0.2311322147250172,0.2461121472762408,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.002894081336512,0.2699685363457364,0.2370505137018638,0.235940298076253,0.2333465023515429,3.0,0.0220340270186598,0.2706345683680667,0.2398409993447306,0.2891450223885017,0.2912604004937751,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0377907435486388,0.267010923532921,0.2339856261409003,0.2496086517743189,0.2504807121081776,2.0,0.0397559376756296,0.2608554271599384,0.2296553599163699,0.2704978045432764,0.2710491658599409,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0372081107219283,0.2660525772672028,0.2257793947843955,0.2638575467690862,0.264177858283266,1.0,0.0212602735232158,0.2675769472055486,0.2241513069541863,0.1997890446013637,0.2143358827540515,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0421411499148248,0.2659981993417586,0.2255853502661304,0.251798316002669,0.2527902462057532,0.0,0.0420952141090535,0.2619005431531565,0.2249518661486828,0.2201076443132096,0.220535545156522,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0526944500770286,0.263959904969471,0.2257053373401365,0.2538904041195121,0.2471602536738306,3.0,0.0492223186061949,0.263575231087332,0.2259816820450755,0.2495058935524178,0.282251994985388,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0603993010041412,0.2630921988518314,0.2262894698873719,0.2619246726790135,0.2537494486926019,2.0,0.0371214415460766,0.2642707934878103,0.2277201638532721,0.1953753983831652,0.2083988840276163,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0572339505996097,0.263854826504048,0.227419677712749,0.2547270200764379,0.2549510481982342,1.0,0.0572952931607726,0.2594491221428998,0.2237599942690271,0.2487641011712323,0.2447820985276611,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0561826740987605,0.2626428693212786,0.2274332673874803,0.2488509397072278,0.2482898514868801,4.0,0.0603445221794971,0.265162536741224,0.2268905710686198,0.2796709379882208,0.2950780640253881,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0537719564010308,0.2614480268602057,0.227593314961784,0.2476443735343999,0.2518787591715928,0.0,0.0638900093199899,0.2706466251205364,0.2349051341071457,0.2756565148067329,0.2856711655351928,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0525486003095501,0.264210255880266,0.2280305747047699,0.2366311440153527,0.2336370428365268,4.0,0.0404731897551189,0.2638320146667167,0.2257373452689641,0.2025213738807905,0.2050007615914088,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.050191742923746,0.2628580507761353,0.2293051102526155,0.2377722887917439,0.2382783715061039,3.0,0.0431608416688975,0.2693289434861218,0.2327209922999067,0.2115300706807635,0.2163948785818459,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0420163920527981,0.2651897011510009,0.2312165170140785,0.2353433747083984,0.2325019746093457,2.0,0.0383490710589066,0.2660636921026597,0.2333150464829886,0.2180616412649443,0.2182087277470683,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0386013555897515,0.275662675839844,0.2252679363012085,0.2405915425136408,0.2415078521091287,1.0,-0.0990579677272842,0.2856887115586811,0.2364331584177968,0.188923153919163,0.1779340361389026,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0288637665617982,0.2671219449645604,0.2337021453884682,0.2391967611984096,0.2370320740912115,0.0,-0.0076601062108934,0.271660113572764,0.2394303060766985,0.2003082536167456,0.2054757522516892,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0543236688816122,0.2657765660306219,0.2315236087623627,0.2424465547544946,0.2390693845060901,3.0,0.0693341214102004,0.2522179898761977,0.216233774301646,0.2841196773880912,0.2681564490405884,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0371977703345954,0.2678680402963102,0.2347601689610074,0.2464034032079525,0.240079589167771,4.0,0.0234153836473752,0.2598149625690575,0.2286943908207252,0.2303207050316169,0.2339196660041671,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0207598020313128,0.2661099128586935,0.2325345711740812,0.2686999523280137,0.2656005263315458,0.0,0.0209585018746042,0.2763196205627025,0.2474974345718808,0.2497689559881767,0.2544478932470895,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.058590002050164,0.2639285381054392,0.2275275833497828,0.2611751064162564,0.2559072670998269,2.0,0.0665948287181847,0.2570755477213733,0.2187038986365813,0.2651103906653607,0.2756369188130123,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0763838120033361,0.2623140446377841,0.2283049566153328,0.285166625679933,0.2788822288573611,1.0,0.010428363345488,0.2618136032322806,0.2263324116852582,0.1429971024842313,0.150519470893005,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0436333787352872,0.2642690743893962,0.2312184753085964,0.2416636475623281,0.2461172384089135,4.0,0.059970322388962,0.265831917471368,0.2328858789016523,0.2912169386200791,0.2921112452946917,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0416856271900345,0.2656401205111036,0.2326030236347457,0.2500423002881647,0.2480674242819485,1.0,-0.011258863273674,0.270149705965317,0.2380973294506902,0.2026675677199485,0.1973734412956977,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0575264603739726,0.2641840399178803,0.2271633456020605,0.2551830799419905,0.2529189258277138,3.0,0.049208518518451,0.2598670880345402,0.2224537569299683,0.2271713821480647,0.2454820623097635,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0484744443558595,0.2636087650665768,0.2306346406364775,0.264041109589018,0.2645993263925889,2.0,0.0285275250500134,0.2701578870195846,0.2379665301492452,0.2004061885948736,0.2096890365801017,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0062775183483372,0.2709830478667814,0.225352428418613,0.256586144964861,0.2603553157504211,0.0,-0.0181672190419488,0.2770234686863964,0.2285719278828262,0.2455082793814218,0.2565772011210163,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0575398250494557,0.2643497479966054,0.2311560851333621,0.2615118237457369,0.2675693963193656,3.0,0.0560638208791737,0.2580508211638176,0.2235616174881415,0.2440580576484929,0.2419143727064107,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0507476476527786,0.2638439082809473,0.23184229283278,0.2666460259355164,0.2749969761243334,1.0,0.0406106401702132,0.266191372025984,0.2292151885142411,0.219933030300896,0.2227356612407375,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0562285435694468,0.2635816581345603,0.2310258528817693,0.272187944028988,0.2759293585030972,0.0,0.0437198492654075,0.2638369368562819,0.2311024392946906,0.2502946017837493,0.2349411433392858,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0141806018019464,0.2677399398184699,0.2241203619561154,0.2518127835917891,0.2559854921100225,4.0,-0.0137974328333498,0.2781645173551582,0.2312469674772618,0.2301183118675326,0.2332311600234168,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0614498692170454,0.2602233773324925,0.2259244450941058,0.2566706538993216,0.2650706338512893,2.0,0.0594478606286755,0.2716998409236255,0.2366532916470866,0.2511097108463007,0.248564003779459,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0838501520966285,0.2590801117612452,0.2255924241267161,0.3197446838351894,0.3192874322064069,0.0,0.0365918714948647,0.267379698876608,0.2346540989641033,0.2252996537778939,0.2283413792015652,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0667777660977879,0.2619587709444908,0.2285154305121952,0.3040028765932657,0.3062001020040714,1.0,0.0353214090984551,0.2656205123035414,0.2317753320093959,0.2483087071986759,0.2386657094231633,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0628069203704102,0.2630898121040286,0.2203846730039128,0.3191025520151089,0.3199562963066801,2.0,0.0236186553138384,0.264859292527458,0.2192950884521464,0.2384101722722104,0.244678298172527,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.097552416820811,0.2565756087387789,0.2220105789736489,0.3202762949638104,0.3172036312148994,3.0,0.0829274788814395,0.2631008917270709,0.2277772103139506,0.2941922176519835,0.2978031441896099,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0833351458282943,0.2582560436213611,0.223868883772804,0.3118535961550447,0.311116320718272,4.0,0.102491497125144,0.2609981002139653,0.2286133482236691,0.3328049954453221,0.3148810195758503,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.081862767256524,0.2587509310010211,0.2263473636755277,0.3715136651508268,0.359768363101005,3.0,0.0208055152705964,0.2720541099389041,0.2387085045588291,0.2563549328444354,0.2697285697805912,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0397561512107583,0.2677655140591667,0.2206675979433178,0.3420449193807842,0.339145640365294,1.0,0.0245370759158547,0.2575619290515879,0.2130704455592138,0.2496797114952471,0.2606270362958028,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0002397712945555,0.269618135814376,0.217968655478189,0.3487256141900812,0.3414366766017099,4.0,-0.0236911388230864,0.2796678299321092,0.2242761042264416,0.3203018990669601,0.3137906354894567,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.072721529054312,0.2604003541853729,0.2175104904711646,0.3340524405250771,0.3374577149302745,0.0,0.0529938972035883,0.2660646564963428,0.2221627760055424,0.3095623402902968,0.2967025345067246,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1023978153972103,0.2587807509509538,0.2176225076164158,0.3651306800589107,0.3528897216135386,2.0,0.0782405394813409,0.2515496093052498,0.2107303240323615,0.3075853299086082,0.3022526858426496,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0680201143891595,0.2639033691558016,0.230499281993654,0.3094304620143419,0.3024844187385823,4.0,0.0076904537757838,0.259137249718786,0.2283113725898821,0.2612860104483936,0.2573985982542487,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0773449883653381,0.260061525828298,0.226129282732354,0.29245148018161,0.293461646368724,0.0,0.0690622336938288,0.2624709319189228,0.2297464801374908,0.2854953212698514,0.2620139998353936,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0989366782839188,0.2563994220570468,0.2208554478035838,0.3183325072229056,0.3071829640833325,1.0,0.0917467898316264,0.2616950743865934,0.2273613301064352,0.3045682472556488,0.3010394560319367,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0803925723942358,0.2596647563980188,0.2200288077715828,0.3214412820568539,0.3193866542011735,2.0,0.0591402183183527,0.2638465520816498,0.2204206160297784,0.2823790693969225,0.2798437170245499,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0780041029251146,0.2626888853635646,0.2301323443573147,0.3111558512206429,0.3112096473616622,3.0,0.0281125540970095,0.2565709238100666,0.2223308549177311,0.2467277419777602,0.2365842000931093,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1006176494647552,0.2563703560486963,0.2161149569724322,0.3479832132691117,0.3466382263241863,3.0,0.0454962071216715,0.267406684672006,0.2283948194599517,0.2362214759382824,0.2395821360871493,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1032486643440985,0.2573845767108634,0.2230053832971871,0.3378547132063675,0.3338750010740786,2.0,0.0974661459304934,0.2544106456608468,0.2210424114767547,0.3214721382893629,0.3130164833390877,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0725379180350344,0.2610894418918928,0.2173261119937866,0.3473496531983752,0.3446474036489603,4.0,0.0125914488921758,0.2689728272875057,0.2236031231367984,0.2454733179135188,0.2479563283545862,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1042403553762288,0.2569216887241513,0.2184632705469475,0.3480803695371042,0.3384177101981446,1.0,0.0640783981703128,0.2603190314576142,0.2207284836299584,0.2954204450041536,0.2917962454574207,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1105239202777712,0.2541929321705485,0.2204910888187575,0.3475304961974033,0.3409124030533765,0.0,0.0982509462657552,0.2629141349478274,0.2264694855341216,0.3231408393471197,0.3025126099175854,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0753300532218823,0.2587879719814989,0.2186983698635046,0.3088704620703394,0.3079738465010785,1.0,0.0510404057673681,0.2713057096544865,0.2306071827661656,0.2680522992219075,0.2682542498060317,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0623129759962635,0.2615041291957244,0.2282487547199629,0.3066251473403774,0.3059851687875185,0.0,0.0115559954812205,0.2730574761859483,0.2403120925481361,0.243027575241657,0.234273813143033,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.082382864466765,0.2615671802747316,0.2226214385786516,0.3115840258713884,0.3122916296428294,2.0,0.0688288352402533,0.253370056162041,0.2143441641147789,0.2732330158932636,0.2654869837167752,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0833361935630776,0.259090268590828,0.2251579708757586,0.3070444100019507,0.3021356644408017,3.0,0.0928070936045195,0.2597104154571105,0.227573462825297,0.3252812981277531,0.3305007955037151,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0807451672205392,0.2608562928190837,0.2250117793798218,0.2845152354062156,0.2815877481886266,4.0,0.0863897249293137,0.2550049544335964,0.220340166576683,0.295226915839852,0.3082775621878387,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.093836752001434,0.2581001777382233,0.2246371601272109,0.339899713793747,0.3350497589702052,0.0,0.0566009404828291,0.262801846213162,0.2307194917205044,0.2768779461381003,0.2718121310966097,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0858545148483308,0.2590288118888981,0.2193162535414152,0.3276641530892075,0.3230336536564146,4.0,0.0506872628185792,0.264402597284646,0.2243646225157906,0.2523992434106368,0.2544957284172991,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0904837259042743,0.2587378929025555,0.2226151425322188,0.314522151254094,0.3095125955303242,1.0,0.0778447582684226,0.2588096938119875,0.2210151145311877,0.3028304523036654,0.3152428412850768,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0828392149875911,0.2609626019601452,0.227396804441929,0.3299842680093011,0.3288399104690507,2.0,0.0200607995594833,0.2617657789193592,0.2309606134510406,0.2625911214249827,0.2680543337310415,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1047072343987542,0.2567500399407791,0.2211547400588921,0.3263622768378561,0.3231667698977281,3.0,0.0532536294963279,0.2623638272433547,0.2286245486711907,0.2429279507580368,0.2481874287280355,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1018968032815387,0.2585658426186961,0.2234989484359341,0.3278098862720021,0.3185960803989164,1.0,0.0648375031903912,0.2546167353753669,0.2219509172515796,0.2850130375157589,0.2818144534703687,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0438820993611669,0.2645837410339191,0.2321071112529038,0.3293122145903148,0.3232327511093341,0.0,0.0268605814329875,0.2689338374247635,0.2357003842397114,0.2611573112292976,0.2693436694209962,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.041186942101293,0.2633160016295343,0.2308771738774553,0.2884859957412097,0.2964750096323719,4.0,0.0700406042358878,0.2685290001613707,0.2348012836128854,0.2925295066875648,0.2811945817326429,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.025279139646789,0.2700823516940969,0.2375337508447404,0.3198730242150717,0.3184616802887324,3.0,-0.0584135986559541,0.2667693779432754,0.2318779094963122,0.2920040459884156,0.2816926128509251,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0877884471316131,0.2586756581799209,0.2259340839670017,0.3270997064943781,0.3238026994511285,2.0,0.0309059206936351,0.2674987112931672,0.2310420610974817,0.2146270181985209,0.2161910413151773,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0401928845652062,0.2644654559997349,0.2312009183875442,0.3800429923512938,0.3692526228242878,1.0,-0.0077657899944607,0.2763409757684867,0.2429739566105406,0.2801725197449306,0.2849593478064099,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0602491164580378,0.2619230818290726,0.2281146228640881,0.3675433871697457,0.3597649133339076,2.0,0.0137690284635655,0.2724360017035908,0.2414836965223102,0.2822631285921093,0.266812084812874,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1352340780330652,0.253428593701877,0.2167614863368887,0.3802146136391816,0.3676885303008054,4.0,0.0745085574479114,0.2547915618371301,0.2161434195992891,0.2755540663200941,0.2678760223499139,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1227688462810643,0.2537580801753692,0.2175817628947739,0.3575186988183705,0.3513094738690996,3.0,0.0851157939118252,0.2595704852059584,0.2220729157290495,0.2925483615448634,0.3024834758381978,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0829235051439006,0.2613752497801014,0.2182960337733583,0.3566436456123302,0.3589668777897779,0.0,0.0454151354314726,0.256392331236181,0.2157871580886108,0.2586970499530906,0.2421135069172449,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0419826336160908,0.2661075164788751,0.2335115414475222,0.3186855404778974,0.3149679935301361,4.0,0.0271756988520499,0.2639163083720956,0.228949082530368,0.2769614704756102,0.2750053743727729,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.078596625517248,0.2604910305654824,0.2271212428654013,0.3026637687390179,0.3003117456805943,3.0,0.0903908725852449,0.2571333435782116,0.2220512817476106,0.3289157234609928,0.3165000207277708,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0944419854569622,0.260399430524049,0.2250012968272609,0.3149116766256288,0.3065538602072911,2.0,0.0805560265416818,0.2495747122693185,0.2149048307987734,0.2849394044826214,0.2909411925578718,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0978041634363566,0.258327406845194,0.2244253864873906,0.3232313379207727,0.3122368478029955,1.0,0.0594336607960032,0.2589078642557939,0.223855460923346,0.2683043109862563,0.2889222629077411,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0927112571572152,0.2582913990551254,0.2248250989204243,0.3244947015249727,0.3180795323260527,0.0,0.0578110620988058,0.2625055466569135,0.2275299059094675,0.2552222957615926,0.2620909001802958,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.084857963245568,0.2613150363479554,0.2188885188932732,0.3369087682594777,0.3370071716946913,0.0,0.0428003974131769,0.2565615744400174,0.2161849619208089,0.2774748313281928,0.2661405841881951,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0819820729051044,0.2574972592938,0.2240852728978166,0.3033791004675541,0.3094857740260524,1.0,0.0902077309001051,0.2670067940903948,0.2342380124589671,0.3264719840664367,0.3205631776254917,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0733991366381903,0.2621982566072679,0.228899574166325,0.3170613179899797,0.316468472742653,2.0,0.0518961952107187,0.2585154334790636,0.2253898753077172,0.273560954975695,0.2772547262227377,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1086042461748459,0.2555315251467772,0.2171647107037672,0.3511261365058724,0.3465924282142187,3.0,0.1010341855821751,0.2583604529660655,0.2182059634402585,0.3299531746678094,0.309450087618506,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1069631390356078,0.2570032997584074,0.2206741666093263,0.3432348688071506,0.3416370115444134,4.0,0.0935968571248123,0.2544213342930271,0.2158175998118222,0.3148395759512832,0.3131692902284972,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0750081766985631,0.2602601611117618,0.227111928351045,0.3016014754833228,0.3005222581799502,4.0,0.0524695534766128,0.2645218360528477,0.2290080223546918,0.2325872652793778,0.2219555072459577,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0775197550669409,0.2617468098024676,0.2284472471062499,0.3020073315207146,0.2985233573417302,2.0,0.075805268186245,0.2546856216556811,0.2212054679338889,0.2991502537992941,0.3045795557243703,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0560979260673737,0.2633217540159517,0.2212763245811633,0.3005716097688985,0.3000659413171228,3.0,0.0288368965575361,0.2670494732079752,0.222905582204804,0.2577549337763987,0.259936689838899,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0893270043373827,0.2589645044290177,0.2233271288110287,0.3042437194462231,0.3026049496310766,1.0,0.0584445208056446,0.2612018799357962,0.2253201864473045,0.2442937748706388,0.2461643288104164,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0840029971725883,0.2582101278763187,0.2218594153088832,0.2956565815119213,0.2987384756489289,0.0,0.0694431508776083,0.2661522390546475,0.2310359797270401,0.2655834965675189,0.2617902620425437,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1083696726157811,0.2550629651588207,0.2203979251042831,0.3392965710385579,0.3349926881602434,4.0,0.0813177596761364,0.2629233541721731,0.2243499874946711,0.290552564728451,0.274306191568656,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1118946503781198,0.255037100792242,0.2211374288254826,0.3501718494571492,0.34993694355942,1.0,0.0395369534668643,0.2671659727211037,0.2333187503064684,0.2186418929249028,0.2010920978468506,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0897778397938089,0.258070254197052,0.22048922521586,0.31917236901857,0.3197006416217413,3.0,0.0617586100438872,0.2641688501866738,0.2281706119940408,0.2519407664218676,0.2476335130316104,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0774197121573933,0.261374167559429,0.2284286753490153,0.3151810702973627,0.3041005446640581,2.0,0.0713101299684746,0.2569028591893864,0.2234190295282227,0.2901767785271963,0.3025175408749853,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0980288636270734,0.2594390927101019,0.2193698460132083,0.3409440758065203,0.3357842242359867,0.0,0.0424133443407021,0.2565787438817132,0.217342382648107,0.2410309498136746,0.236830471837531,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0519307695481399,0.2626179387497649,0.225452221579081,0.2347233843584378,0.2328982654730962,2.0,0.0549930204301615,0.2683843725671558,0.2305318779500244,0.2493858100973718,0.2267381504494446,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0546745721528627,0.2642239566081517,0.2289274579029576,0.2374718987460293,0.2298593464556561,0.0,0.0484530131228375,0.2614289473097207,0.2282833091895598,0.2247198902303068,0.21252188503237,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0128230302352827,0.2672543488294066,0.2340566548506165,0.2229316693272182,0.2171880887882538,3.0,0.0303688082532371,0.2747468006193783,0.2427319528654103,0.2879910518898384,0.2734759414066965,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0380166306896975,0.2634116841647326,0.2302554178184611,0.2220078410700185,0.213670690158279,4.0,0.067067694863773,0.2703282245774928,0.2344138830610553,0.2745252176906702,0.2793218102081373,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0493518591387328,0.2652924033600854,0.2309583489645864,0.231896752949281,0.2256232258800911,1.0,0.0503204617557168,0.2599121044732055,0.2248861240273546,0.2406940856509956,0.230604071218424,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.067434494189395,0.2619854998412452,0.2255652406824088,0.2662595744258484,0.2554588675866827,1.0,0.0301784711354395,0.2658438067015365,0.2293073924362202,0.1831332519107316,0.1826215884719702,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0362093307132087,0.2647282874899528,0.2324390930205783,0.2497884967641386,0.248261437487166,2.0,0.0504539272702728,0.2692829649664369,0.2341198894861714,0.2694619359090134,0.2589659411902564,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0602543050473406,0.2616975189882393,0.2278454480708806,0.2661199702613337,0.2555991187723168,3.0,0.0338535303591358,0.270476175440745,0.237175674069568,0.2136549518287277,0.1879174520564009,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0212626430869987,0.2672089706558588,0.223857682598014,0.253731288989963,0.2494733180322952,4.0,0.0061099454154278,0.2738050940024893,0.2315136097154349,0.194308918759007,0.1793200329453567,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0585867498673372,0.264523971957229,0.2304386806251979,0.2616803131235591,0.2502984741576455,0.0,0.0072982767571805,0.2629634904822742,0.2303266500969372,0.1857051176458301,0.1716445475253321,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0427091706741068,0.2663335689752445,0.2335970965607484,0.2491087184885346,0.2403628369156755,0.0,0.0255872550935141,0.2627919143329613,0.2286896924320084,0.209125520333003,0.2034211199260499,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0083811973628085,0.2723854166711484,0.2398413481151894,0.2345710752389506,0.2181415044657697,1.0,-0.0033254881095188,0.2705537446826356,0.2349931293878409,0.2542928504625855,0.2727255801495136,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0451112357601941,0.2636542762757339,0.2300954695518539,0.2296122590005263,0.2257071720998678,2.0,0.0622399724743083,0.2669729150114509,0.2331769208773932,0.2714236109382599,0.2457409110240431,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0581329030927926,0.2612421264692544,0.225222529174801,0.2424497825438123,0.2366986710651736,3.0,0.0562292160654344,0.2702985074949756,0.2332375110567683,0.2438617671575271,0.2235313176378704,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.051446620568908,0.263045359415372,0.228581863376364,0.2431528967807767,0.2333666280650735,4.0,0.0423005171610031,0.26883402765777,0.2381804526492458,0.2181160803904185,0.2153873016188115,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0538109908744781,0.2627595221397031,0.22743845198871,0.2326150366071827,0.2237109768330991,2.0,0.0567811217446236,0.2663045306791356,0.2286390656491984,0.2476168293519491,0.252262278501224,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0378360927674207,0.2659427500775579,0.2329659661413647,0.2369959723361386,0.2299584576591301,1.0,0.0470155861655574,0.2641402169121351,0.2311489526908416,0.2509550965466739,0.2446441573774359,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.047796550354757,0.2626041389359055,0.2289158671589866,0.2263268271125919,0.2205445613569285,0.0,0.0652853854325683,0.2688446372812719,0.2315245068591573,0.2712485332189256,0.2747125528853353,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0411465302444903,0.2657253227845113,0.2326514738807659,0.2388395230110334,0.232152687641644,3.0,0.0437846351280216,0.2636488431028712,0.2301500499385702,0.2448414145560019,0.2317926150795949,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0557801968922021,0.2643515608324482,0.2307464954914737,0.247317305674643,0.2378924770159181,4.0,0.0432176753516304,0.2607579938444576,0.2250028095312435,0.2304855765678303,0.2434051041118953,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0235305317515922,0.2670899492045504,0.2334522290448341,0.2417552038681239,0.238187943931981,1.0,0.0206188922644363,0.2705776524388416,0.2368087747441533,0.1922956304908905,0.1791195499897776,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0575610670725428,0.2614841015427435,0.225118299804911,0.2416935876015484,0.23340658730749,2.0,0.050854183323918,0.2704002631678686,0.2368928596461215,0.2304674850429258,0.228523998913243,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0563363276364884,0.260884062011089,0.2245469925632799,0.2396406651303453,0.2369484705725733,4.0,0.0447593793270461,0.2743267216964949,0.2379889339391532,0.213006085593185,0.1938603524770674,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0586952392467299,0.2630733039885061,0.2249691022005907,0.246754439198134,0.2426914250340452,3.0,0.0278690834311804,0.2664611853330499,0.2297622435111218,0.1958967792948965,0.1771500382261883,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.052456415288455,0.2637194401489228,0.2277849525340789,0.2340792481879506,0.2296117310904191,0.0,0.0675497974413916,0.2614756554452761,0.2243280938854608,0.2684024612592731,0.2588040734697198,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0552314270163353,0.2636475994153618,0.2249003550953775,0.2502831369524241,0.2457704130898945,0.0,0.0435623421615494,0.2640562082730452,0.2263586141447277,0.2221276586810267,0.1996392118068571,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.033276913709956,0.2673763709032255,0.224844226050552,0.2660805388398249,0.2557958205763571,1.0,0.0188990448647743,0.2645234929209056,0.2228992686308253,0.1981364287140761,0.1938273262501992,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0645889307988518,0.2652120488753736,0.2296183189352797,0.2551507684721448,0.2447514274551681,2.0,0.0363827664106427,0.2531093995528,0.2176461023046537,0.1976454393923037,0.2013244960144151,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0675624934820829,0.2611167596440801,0.2260143014768638,0.263452209874648,0.2528535724019917,3.0,0.0497477029238132,0.2665639644469809,0.2300826218396501,0.2235504916231266,0.2127122469840117,3.0
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random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1364004696259962,0.2518575263267267,0.2165103609692894,0.3812574055782739,0.3747178228327157,1.0,0.0924952302650296,0.258208789063975,0.2210475844861296,0.3046989008658006,0.2920000597443154,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1070188072034425,0.2559317268277504,0.2212161990321509,0.3374944445242734,0.328934357963404,3.0,0.0672039414077415,0.2622588533951448,0.2288086311774485,0.2747657423442343,0.2630857655967737,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0814511902170503,0.2601536206980299,0.2184463119483992,0.3335306564216201,0.320603787012098,1.0,0.0420752637198307,0.2636062294670976,0.2222718006235254,0.2717752086899183,0.2677805543771684,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0832142990241778,0.260056240135489,0.2263228768352044,0.3192100956517376,0.3090187780530707,0.0,0.0752726884722581,0.2583668048218528,0.226552285233422,0.3029993813420683,0.2723114566018728,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1019063935373012,0.2553867173750345,0.2195905150235631,0.3222285887260907,0.3117817201601697,2.0,0.0894626047783185,0.2642703650805885,0.227947115218243,0.3046848073884204,0.2927390085651724,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.080742074781396,0.2592402925880434,0.2187228961875742,0.3215283944616052,0.3134995916366614,4.0,0.0497873308760398,0.2666692301194497,0.2256357474888072,0.2652688859530384,0.249609808643229,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.121397775450979,0.2556659128227453,0.2196900217154657,0.3566860433777461,0.3455493852635445,2.0,0.0541175914784022,0.2566110165241182,0.2175757813636604,0.2400435810676909,0.2466102301817498,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1254635437228348,0.2544367026627961,0.2150687703603527,0.381464928546681,0.3719703056736979,4.0,0.0441011038850918,0.2606962281937618,0.2204518310371262,0.2581045028345979,0.243386357466074,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0981054267703711,0.2576421380508801,0.2245475446092781,0.3547877267886583,0.3469529697514212,3.0,0.0362753026868513,0.264972319259651,0.2309732904321397,0.2368795568970327,0.2252055755790358,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1252881772950224,0.2540316405978333,0.2189049947212314,0.3627294873403809,0.3509908680239674,0.0,0.0684064367878999,0.2591187794548316,0.2233297252731249,0.2632972986279346,0.2535782440540864,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1127369168691856,0.2560275362451932,0.2227882590079909,0.3600552223525993,0.3521268299049533,1.0,0.080506783918993,0.2567693084235423,0.2201521552142585,0.2927482427941562,0.2790061457511376,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0956118104491392,0.2574866535291798,0.221146320855035,0.3132641120050421,0.3085384744161019,3.0,0.0576766261195712,0.2640905530239984,0.2247934966684912,0.2479083361089728,0.2317172023409167,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0738349050923887,0.260185244007533,0.2255728819525611,0.2757366878045239,0.2735717384256355,2.0,0.1027396422357175,0.2591029339872994,0.2258087737755397,0.3319314784938507,0.3295300997735056,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0845520400914232,0.2573099963517783,0.2211369082616259,0.2945752002984966,0.2883047393966031,1.0,0.0771457122570452,0.2676300145480985,0.2302939416868302,0.2923433432167754,0.2910405802656419,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0954717400531145,0.258675757641487,0.22241081425421,0.3125440444789264,0.3087383715507348,0.0,0.0665417338632157,0.2580713518718354,0.2200826628738657,0.2616138032283908,0.2429336525612463,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0895166978896212,0.2577117747373916,0.2226136580217154,0.3021217927196799,0.2925298384644322,4.0,0.0724103106965728,0.2646161148757511,0.22552803168059,0.2693918581978339,0.277429264500893,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0998541200508155,0.2555957447472819,0.2213793242297512,0.3275410677578309,0.3162709955518284,3.0,0.0475332991733791,0.2707424792306866,0.2378377206581632,0.2331978313525941,0.2299646736408232,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0822735592787005,0.2571231759949404,0.2244934289914584,0.3162483480133339,0.3185478308714788,2.0,0.0614359609146436,0.2722632748087997,0.2360402446223037,0.2584381876867909,0.2399898857855227,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0700897499732083,0.2619294753291796,0.228678565887322,0.3251845847528585,0.3230358536289842,4.0,0.0293275517277723,0.2644862703246115,0.2320491014783034,0.2801446346761035,0.2701779058886828,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0743359926119271,0.2617172451100304,0.217919680941261,0.3393641348726306,0.3324502510786141,1.0,-0.0051920409560339,0.2674468106106673,0.2221608174914289,0.2424050296681159,0.2345572184727701,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1073771456826774,0.2569840791461976,0.2179013162415387,0.3532226660891194,0.3505182813957727,0.0,0.0206497898098746,0.2642922326788178,0.2247246267545558,0.1920147436943541,0.1978018968017054,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6820967773130651,15.825207218600536,9.44943703279034,0.8258915046193691,0.8211175834687172,4.0,0.1382882592548647,27.598296805132204,22.2358886255864,0.4333307475799053,0.4352650571795867,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7019364395986996,15.638608323098744,9.36821532198337,0.8378164713410035,0.8329021821687123,3.0,-0.0789704066592655,28.972010916513074,23.498317176436128,0.2540460970224554,0.2539258252472572,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7027764154578459,15.549268532613224,9.158096818413323,0.8383176101767639,0.8306972310745099,2.0,-0.0732283337543304,29.13379849639556,23.19876324768664,0.2841084923516413,0.2809535213577979,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6932368209834807,15.973182790964348,9.63422436285448,0.8326084440079364,0.827798296664926,1.0,0.0115066315718956,26.97624501161296,21.94482878748516,0.3127431497513725,0.309328622372254,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7029550797749601,15.589372283908736,9.157175546431096,0.8384241646333919,0.8340999295358563,0.0,0.1616176335969279,25.538223118505112,20.880354097133303,0.4408612785896468,0.4317846607796036,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7178735573771822,15.04508264985914,8.521231437360212,0.8472741926276828,0.8426380841739238,3.0,0.0037593026640813,28.728172095284336,23.292858622529607,0.3098997822124751,0.2950669772204227,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6880737012110624,15.810617556164972,9.48109711786915,0.8295020803657313,0.8249821364717531,0.0,0.0869803292628964,27.61299852857858,22.22499854661747,0.4014011635527728,0.3841631943768913,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7047617497242193,15.325490000485033,8.954685201930257,0.8395008932918028,0.8342443318968922,1.0,0.141763379359043,27.281198803558887,22.151135852649205,0.4261316973482995,0.4205369019545474,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6884759116398043,15.870197532701114,9.481291135480616,0.8297444857981938,0.8246067479967906,2.0,0.224213401902482,25.10289422146393,20.384085052703032,0.4888423181425665,0.4865883012790735,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6967393076324324,15.660477825025172,9.222030891483453,0.8347091156606498,0.829029641763544,4.0,0.0312829602007276,27.86917384158194,22.86232268054496,0.3281941367105953,0.3172471813755076,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6934036282516434,15.648663427492655,9.27624494803014,0.8327086220785914,0.827489315019399,0.0,0.2487156089615582,25.41603283242014,20.49251964341819,0.522138870995593,0.5158077820151159,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.699160589455554,15.531136286323129,9.02368741153334,0.8361582438566049,0.8315634242844733,4.0,0.0048069063745804,28.750849264605243,22.822413623643577,0.3044212959115434,0.2934464162755686,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7169323339624886,15.137233983478174,8.839992722106922,0.8467185722897586,0.8414090417065254,1.0,0.0442237014746106,27.9059968888684,22.651797846968808,0.3469645828472529,0.3394645112405421,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6973498301190311,15.726593429876418,9.513538651811787,0.8350747495761708,0.828627867550944,3.0,0.0989681832349869,26.278966498068336,21.29817448934386,0.3978851569094151,0.378328750173484,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7197067922926551,15.230785954737042,9.039084735060468,0.8483553480612813,0.8434491846694903,2.0,0.0673614819679124,26.793342471267323,21.85789605243436,0.3521468045823839,0.3340239917058785,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7035315355156708,15.37136252714125,9.002702203253557,0.8387678675323821,0.8332599820345047,0.0,0.1493422511881597,27.02394137808225,21.881721248086755,0.4365352314495639,0.4277734705259414,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7164011392756275,15.08520012517016,8.576282876486777,0.8464048318324243,0.8413532652327954,1.0,-0.0009809052340372,28.84580909118253,23.36459003385584,0.298220621065959,0.2949765065488529,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7129344607229502,15.36218331540542,8.859918596452806,0.8443544639422931,0.8403604952938162,2.0,0.1664392425732483,25.5148879228826,20.81954917589014,0.4307283096129661,0.4175225508837096,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6865998601088021,15.797417318426918,9.437473568933225,0.8286132150596177,0.824103067707879,3.0,0.068562447469555,28.29318253812946,22.58281041742389,0.3827700069088756,0.382829273809315,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6972754237491754,15.641365688336448,9.281896366850276,0.8350301933572645,0.8303671001106326,4.0,0.1823833347512377,25.80751922962008,21.217647167501955,0.4484832396534474,0.4549318391201598,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7007824556590798,15.591853368877866,9.281221974473876,0.8371275026867836,0.8320704605900634,1.0,0.131606681338547,26.453005396196488,21.646161642569343,0.4134012604185587,0.4055686144735185,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7251864067717331,14.904863354838596,8.559757994839977,0.8515787731543707,0.8482106127157452,2.0,-0.008248161599585,28.33155637281597,23.05874156559221,0.3130785036474742,0.2950430336385476,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7163077666507311,15.08445260052714,8.57452517998514,0.8463496716882771,0.841268723334514,3.0,-0.0895433342684743,30.097973929665585,24.362451755965225,0.2466314876530191,0.231935270090643,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6813595836305602,16.00276565670419,9.718728532335597,0.8254450822101662,0.8185717502963195,4.0,0.1314381477525835,26.49857282151616,21.340321765671565,0.4104475628605393,0.3963629827720941,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6892455938430253,15.722821776526434,9.24867132337627,0.8302081630746021,0.822258311218834,0.0,0.0248283846265481,28.784502703448112,22.897079773844755,0.3874034161772075,0.3631742857051601,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7188284885408502,15.15537071888216,8.858628228331098,0.8478419474765597,0.8435655284274045,1.0,0.0210574867462705,27.904448887897424,22.73429482839436,0.310238805675764,0.2886620804889857,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6894701440485842,15.779438964426648,9.589752355754012,0.8303481147348201,0.8260393584435524,0.0,-0.0264570382837361,29.284277950073143,23.2380629252695,0.3647378983887798,0.3479206069493651,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6990002234843561,15.460084871754972,9.104656071909046,0.8360672134514692,0.8311805331615135,4.0,-0.1631367458156427,31.40822525974053,25.12430400780742,0.208191071710105,0.2038201272817194,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7037804193565234,15.490660093304362,9.337385707326424,0.8389198281092572,0.8351821220850068,3.0,-0.0188928478256473,28.623969898195654,22.99026108822811,0.3321902405741828,0.3199743203172436,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7162203803768299,15.113282506308494,8.820151706426339,0.8463046347378047,0.8419820165407134,2.0,-0.1043061974807286,30.095700269645032,24.549611824728373,0.2725797340363661,0.2429332029439177,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7063429583806349,15.64954390923978,9.3032371282783,0.8404421208275699,0.8357581240071156,0.0,0.0676324008465159,26.10758821540493,20.99965075840403,0.3558601385112978,0.3422163204508348,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7088602899260812,15.261198984162444,8.928130209677988,0.8419384122423674,0.8393824316868644,4.0,-0.0022326419038356,28.45822149516648,23.174087963256103,0.3026874813193767,0.2876262334291363,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.703618770471844,15.421916164165204,9.074775017377853,0.838819867754155,0.8345914542365936,3.0,0.229344814579383,25.527245962560155,20.80968269144721,0.4947214515992504,0.4880804205826297,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6994122995761195,15.450550343821908,8.974623809240533,0.8363087346428142,0.8321595589090389,2.0,-0.0910964466837198,30.55505126530348,24.640517435086643,0.2658875155769602,0.2585315498863308,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6957052953165618,15.943238081924155,9.594473027452432,0.8340895008219509,0.8292847697255302,1.0,0.0396664459877098,26.475097154916217,21.4839552112323,0.3188329968135442,0.3050849108571857,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.700956420212,15.69850215343233,9.386366196690146,0.8372314039565724,0.8319388410761982,1.0,0.1800239776060458,24.96738114862481,20.09705480206456,0.4615497866421405,0.4507941772452539,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7033584103692769,15.570649460684203,9.157128728597757,0.8386646610795331,0.8320122942683588,2.0,-0.0587189013712032,28.670251579361267,22.863171055317927,0.2958429067669738,0.278833888506725,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6889325209004646,15.776488379298677,9.437476384234316,0.8300195971983249,0.8256138469903956,3.0,0.1016417880866394,27.507158313450827,22.17921630999476,0.3920326680410406,0.3920457063730779,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6898059642198311,15.700487136875056,9.379500355015251,0.8305455880943837,0.8248154259820561,4.0,0.2000907360142698,26.16743840944869,21.144949084066845,0.4661685734806314,0.4651637684571338,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6906541797824353,15.680817416847349,9.210632850096312,0.8310560675640121,0.8230327332345349,0.0,-0.0082379465675628,29.325819595325623,23.43423640363126,0.3629828635579493,0.3410222907359317,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6654076021413795,16.338292026408208,11.394798068742002,0.8169524844484757,0.8119695176267625,0.0,0.0327327096287566,28.528397714585896,23.169568380141644,0.3118923458897538,0.2894179618060581,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6716780587226019,16.38062296865375,11.387286629059888,0.8208312307093266,0.8156625028172515,2.0,-0.0987550333849489,29.449734077035,23.608964754127808,0.2702194718697454,0.2675025489463568,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6844836482760097,15.757972295784509,10.937800172138717,0.8285545657894766,0.8257203444718754,4.0,-0.0856634483655971,29.99735791558694,24.30776512909057,0.3138719984822249,0.3041373643730921,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6614445271232634,16.532883389907816,11.620826918540754,0.8145258471050283,0.8100520779780166,3.0,0.2541707895117217,24.73128447198477,20.045871497820936,0.5280667208647852,0.5244780193624268,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6840617465921526,16.201995323878528,11.322901870555013,0.8282240761282846,0.825266702202775,1.0,0.0175090748404168,27.153448950590548,22.01564109719581,0.3290621447041423,0.3213638585254067,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6634975691745832,16.61791445303699,10.3782735081628,0.8145536012034805,0.8081412887643888,2.0,0.071380691417106,27.04741811765017,22.16800630835136,0.3297439459468576,0.323116669869794,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6306538635796202,17.044807370088407,11.031786057443949,0.7941371818765274,0.786959858376486,3.0,-0.0808375634004714,30.943663753262584,24.981246384788104,0.2130003119302797,0.2084350527810704,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.651392602680114,16.952038910862683,10.936914069117192,0.80708896828976,0.8008376959747515,4.0,-0.00600930451305,27.57952454835453,22.786981964108023,0.2571281449309018,0.2302947141971409,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6615360402521389,16.60996768942044,10.482361039470756,0.8133486585104613,0.8082032514422122,1.0,-0.0055958348205613,28.07713645533568,22.95241385398305,0.2944694980191619,0.2756334506819455,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6352025849712706,17.155328245175955,11.182004964172904,0.7969959755422598,0.7870194991503737,0.0,0.0116913867668481,28.093309113160583,23.107176036286045,0.2723565215034233,0.2519068162065677,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6373426863071063,17.254038517768482,11.088216315444164,0.7983374514647481,0.7907026470673865,4.0,0.0631588304642888,26.83739812411529,21.98932316911448,0.332723149199485,0.334990469036263,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6353363176424065,17.062378178218406,10.862943169439111,0.7970798691352022,0.7884473968540838,0.0,0.0954075148499558,27.56667591411756,22.61947864778404,0.3463175131632257,0.3459382971239294,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6839959617437573,15.848241855648672,9.838297640521214,0.8270404837869084,0.8223682074049511,1.0,-0.1080617637421506,30.02180132959507,24.79872020373613,0.2359972300182183,0.2122081028052938,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6619169438525749,16.750718820014963,10.639960404942558,0.8135827824638324,0.8086562614558583,2.0,-0.074147956924548,28.48003291292154,23.23312725314869,0.1951056663691364,0.2039063546559732,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6521204285227329,16.629996940046187,10.532301727792309,0.8075397381133632,0.8011107164026158,3.0,0.0209879720079472,29.050497221370776,23.88714684159583,0.3313106894146068,0.3246607547743413,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6671522769188102,16.476472809147307,10.46260715670671,0.8167939012380973,0.8099220289656567,3.0,0.0439269002568105,27.602464760093184,22.674833504299563,0.3281762535062925,0.3249885063838978,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6493985866613412,16.929208586556037,10.657209975498011,0.8058527079359163,0.7989038056401946,4.0,-0.0487978321003177,28.77376552551203,23.48647108907649,0.2569763099208358,0.2552411265906954,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6411353134550313,17.24479304420451,11.217564900138902,0.8007092565718092,0.7945149984371793,2.0,0.0468294339633202,26.650641152366585,21.915324556392445,0.3285160573013551,0.3208040996957219,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6295000418934718,17.07422509018609,11.052586915012096,0.793410386970733,0.7860929851155228,0.0,-0.1952300180518089,32.49058369153796,25.826462423712933,0.1907622676954215,0.1879918107176663,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6720552115482061,16.34731460484377,10.313330931467103,0.8197897363144723,0.8133742014875966,1.0,0.0476722341752576,27.59485240515992,22.57561181318504,0.3279045331820117,0.3294469891000448,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6358421918854421,17.15086310486526,11.056711711381697,0.7973971356482379,0.7910267818224536,0.0,0.0341246225127663,28.195418553748954,23.02664386474448,0.3173490525931403,0.3145030309128284,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6496929057538666,16.79420190529452,10.702310462413184,0.8060353005956431,0.8011717674600807,2.0,-0.1241191039587303,30.16638228188471,24.921435867591235,0.2229983177688788,0.2077475524572818,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6704356102606235,16.114185505092554,10.01394756508958,0.818801325305619,0.8144789374349608,4.0,-0.1323694379533246,30.378272453023115,25.03936923370532,0.225546719237763,0.2107994401276929,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6487769621373278,16.95736103475197,10.835998119385485,0.8054669218543138,0.7952975343441411,3.0,0.0360308347095912,27.2913817345584,22.17221293428275,0.3145929390422051,0.304308097617969,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6282812385913448,17.34033468430329,11.314034588655437,0.79264193596378,0.7837809840065523,1.0,0.0049368609228103,28.23935241463065,23.06928693896852,0.2786544537209811,0.2625757733293646,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6583292779080288,16.73130016078817,10.557212763789458,0.8113749305966065,0.8047964118223223,3.0,-0.0373511267735067,28.58045653307024,23.638531768559417,0.2064255687756064,0.1977503414041399,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6313431767523026,17.03902976197895,11.001166845829532,0.7945710647192564,0.7873541206077166,4.0,0.0331394894330167,29.237541339311942,23.96230878941553,0.3318494356289047,0.3399476886447313,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6559967612473961,16.850370399132707,10.788231841465434,0.8099362699254482,0.804177041524384,1.0,-0.0399099136751095,28.340080929693965,23.39519386880413,0.2350934576037515,0.2221919541950136,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6643727489627833,16.519960898233922,10.371030084512196,0.8150906385631568,0.8099716329382313,0.0,-0.0015781779602008,28.129498911273693,23.44902020227473,0.2891801116792651,0.2773344502434094,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6625881910417949,16.598062065346664,10.46619327488844,0.8139952033968306,0.8088923854917314,2.0,-0.026870121003196,28.280718550913534,23.26119121260511,0.2671817139221727,0.2500969047379687,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6320689063612672,17.03113356769474,11.049717087160325,0.7950282181981635,0.7877856766789696,1.0,-0.1992476299858436,32.49243813048971,25.719210234906093,0.2145997192728801,0.2121175647590532,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6436291121543988,16.91372378918816,10.901185426388288,0.8022656491367091,0.7969042337314989,3.0,-0.0530281460476314,29.50970932188725,23.44341136331716,0.2619233428078757,0.2346071148014076,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6620838284544064,16.743868825364753,10.650661001451049,0.8136857327621764,0.8093674251532726,4.0,0.034525641773584,26.97050330714314,22.215048439664635,0.3118710536907836,0.3141716861565322,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6350386457313931,17.047549263581324,11.06407531326826,0.7968939128201177,0.7876563665286249,0.0,0.1041716295092564,27.813591392395168,22.60562455506537,0.3876244497836781,0.3693426693875676,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6363470752090974,17.08280032263518,11.1087897812286,0.7977142718822995,0.7913817703175594,2.0,0.0031139013903713,28.829514360965867,23.43709421154211,0.3086964217427985,0.2984998590485952,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6634303723309907,16.563104963522814,10.563009268671076,0.8145123525185191,0.8095381367068881,3.0,-0.1055982920847775,29.577823415018432,23.94181788506553,0.1942236481453858,0.1855863173501657,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6576036139716568,16.62675636512661,10.697859736464173,0.8109276256398019,0.8040576391411594,2.0,-0.1517638117070958,30.667874856355336,24.971094632990155,0.1671521104218357,0.1449250548526512,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.637505712101025,17.120756953382188,11.043766626984237,0.7984395482124544,0.7920779665720177,0.0,0.1166593995451432,26.87835562666457,22.13354827027687,0.3728561241593786,0.3696019153992188,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6473565804007861,16.982622914042675,10.848803318878858,0.8045847254712798,0.7944915443106974,4.0,0.0365020254386978,27.29171830774209,22.18149800710008,0.3024807356892487,0.2776739985672718,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6615962296355324,16.567007460959477,10.342547001259184,0.8133856586570274,0.8052398050907046,1.0,-0.0215304442950141,28.759538630099573,23.746758473408,0.2254619971361653,0.2029296137454045,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6357183463055496,17.153792329561206,10.981675969139472,0.7973194780951509,0.7870418164296844,1.0,-0.0036617979949402,28.444965865527468,23.36982310157973,0.2432801952927656,0.2094863085222926,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6774077481670528,16.174869679626863,10.066588914737784,0.8230478415736908,0.8185964917488296,4.0,-0.1482591487556992,30.1110705203182,24.68126458500885,0.1364950742505266,0.1420244044465552,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.625878979816695,17.312097074684033,11.280043216911908,0.7911251357714687,0.7832355307113329,3.0,0.0914631213852137,27.50306831598135,22.703626276884687,0.351503993184893,0.3193328742686344,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6543850539298273,16.55258912751731,10.442163520220245,0.8089406990643174,0.8026126735366019,2.0,0.0288128262410889,28.864391287281983,23.67343814649809,0.3260541841730564,0.313978736597287,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6474789264460166,16.843954495543024,10.687214975713228,0.8046607530880053,0.7954781426146579,0.0,0.1008004000309318,27.25448563983193,22.48127701988845,0.3396149677253581,0.335425155562033,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6176322411505929,17.430883151887038,12.478608945840282,0.7869591344645989,0.78085339375919,4.0,0.0312006659681056,28.85877024853653,23.65228755172047,0.3423630814972895,0.3243814592234881,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6613913879649445,16.575580891687615,11.58110241370994,0.8141764971000529,0.810175157898201,3.0,-0.1504188759228863,30.078952250829087,24.62280346951604,0.1780777910240572,0.1739788754181434,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6331706843578204,17.245374492392838,12.276421299757388,0.796797476300496,0.791838711452799,1.0,0.0203063490221289,28.15630596796572,23.104875922878875,0.3331514259666236,0.3265690507465046,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6454472483072885,16.888588959949914,11.833793965947155,0.8045344919791153,0.7983630987079025,2.0,0.0255369922479893,28.337899825014933,23.27107708960269,0.2990410057752306,0.2824437038371807,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6365183269079846,17.070065331779634,12.141693867328,0.7990442570550781,0.7933719316282218,0.0,-0.1025263382468073,30.01392072049047,24.28577708339983,0.2261137400938285,0.2030095863149985,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6982500928203093,15.67854311517537,9.365249722587494,0.8356136026358674,0.8310928381073714,4.0,0.08709734312382,26.96932728481801,21.92345736707016,0.3795696187203867,0.3655898952275603,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7071658940694739,15.405028827233616,9.148833353208431,0.8409315633006863,0.8357138933505642,0.0,0.0144084336483086,28.28784097750108,23.20214044483202,0.3253479451425858,0.3059819043354878,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6927454513224147,15.78986079594864,9.605732833394752,0.8323133132386161,0.8261873292043378,2.0,0.0876770156861451,26.463525851309484,21.54066616478289,0.3701826736434919,0.3327931395665364,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7132797145000298,15.434117490370726,9.145409288205972,0.8445588875740053,0.8413403970677079,1.0,-0.0159486103739987,27.594767157594177,22.49191471969489,0.2873355455972516,0.2783868856594197,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7147297746575818,15.2430625603247,8.884612098589258,0.8454169236179441,0.8417720807297493,3.0,-0.0077540681922541,28.07769771205228,22.996691787741707,0.3085603133041543,0.2930530492722771,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.708833119196026,15.35140233739429,9.07498359358388,0.8419222762836273,0.8370223721895335,0.0,0.022435045485642,28.226100328453505,23.206022754980804,0.3242128815342717,0.3084014600545237,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7190172971835885,15.260616221548595,9.101204239522122,0.8479488765585623,0.8426814392979194,1.0,-0.036009969567033,28.19158858696485,22.759124033042465,0.2610396301414902,0.2461891665863996,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6990456992243446,15.711376200466455,9.316787835597358,0.836089528292641,0.8308389295828289,4.0,-0.055642464927005,28.682410206204448,23.56023595042402,0.2493869382874922,0.232021744128347,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7096148606788371,15.455198560452136,9.139483438732546,0.8423864082309469,0.83787466949963,2.0,-0.1435960788222332,29.882748784090296,24.15318881622503,0.218020753654154,0.2152606607130285,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6906117322914924,15.827392131015513,9.49580859033122,0.8310305243265662,0.8260965087379716,3.0,0.1992641760655438,25.46107580829337,20.3352057236676,0.4834312531459413,0.4868292815480879,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6792148978299338,16.06625182634626,9.817347370682716,0.8241449500601966,0.8174032483986583,1.0,0.0741549302633298,27.320989556247383,21.993150895098143,0.4087520893693726,0.4061932338342159,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6962441999611462,15.58206917129584,9.30342691304558,0.8344124890091713,0.8310645865454453,2.0,0.0164146249864595,28.528835695879003,23.359394056744417,0.3597758370494084,0.347854813378964,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7107408164974276,15.370231704839629,9.005890053620297,0.8430544570121056,0.8377233489356324,4.0,-0.4608700036762991,34.074226594470765,26.31597141859292,0.1263708950587763,0.1966618290217713,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7032086438316538,15.563522839325367,9.100769081797688,0.8385753669036933,0.8336085645832993,0.0,-0.1318918092911098,29.976756741558287,23.85309073839187,0.266156600717785,0.2559443943344131,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6901611882682219,15.74158782516787,9.316425207217591,0.830759406197633,0.824530578706038,3.0,-0.0939931887811047,30.428782598547063,24.230223940157405,0.3044623957203363,0.3087803728381897,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7046787663125262,15.548912268517007,9.214933789312589,0.8394514675629273,0.836133821782097,0.0,-0.0739616764158479,29.02287359112099,23.666607786771817,0.2673776114787463,0.2821307021247424,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6958419411453467,15.716229099838396,9.320099383714751,0.8341714099792585,0.827184952872286,4.0,-0.1129752499921401,29.80077877147868,23.878260081418528,0.2798287353210797,0.2787416868018351,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.698032805398887,15.654057446654832,9.261296876250492,0.8354835758315527,0.8285261980614234,3.0,-0.1110116005775683,29.77699745389802,23.828728378133647,0.2932743430419323,0.2961846461783299,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7031172561445442,15.572122660109024,9.091691237854844,0.8385208740520427,0.8335419961019099,2.0,-0.0739722455061164,29.15755770478244,23.38860254680929,0.2935267477983473,0.2762438995911264,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6945390887912957,15.845124075861206,9.557398990112947,0.8333901180558989,0.828545668695119,1.0,0.0103395874301381,27.46356008691759,22.411614431705125,0.3215616676294704,0.3238856861262128,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6861463902079235,15.905439433666062,9.687957053567766,0.8283395380378996,0.8215224596347899,4.0,0.1159881931956138,26.678202718122893,21.68667201360847,0.4010576625613701,0.3956239837833787,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7029942090015706,15.590344330780995,9.247005837049702,0.8384474992916179,0.8303683683954102,2.0,-0.328591485803454,32.07433467553221,25.18933670499118,0.196595191202357,0.1998692246326574,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6956960625496265,15.792748308210044,9.630374911808438,0.8340839662038968,0.8273631796300158,1.0,0.0630916322301482,26.657904820347643,21.690534212214008,0.3428754574268087,0.3193414993625892,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6888072843975551,15.754420310646209,9.500285030258402,0.8299441454055106,0.8244929191522996,0.0,0.1158225364788584,27.432503983353573,22.078055420554133,0.4010097844279433,0.390586903029019,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7089152372664698,15.533688599917747,9.241003656199531,0.8419710430746598,0.8386600629993592,3.0,-0.0691841723988571,28.399591373320888,22.98729070394911,0.2497001564415168,0.2370021230735157,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6863220595305817,15.850865003576471,9.598967980990084,0.8284470355659678,0.8218914071832755,4.0,0.095042420647053,27.601311886908395,22.43477317917627,0.4273789375619949,0.4290551746463527,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6948034709172708,15.846610306792886,9.735580843400122,0.8335496728201324,0.8272235220032037,2.0,0.0449853893931264,26.68679440395241,21.64773404500652,0.37248852798863,0.3604034421430881,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6892155103922946,15.69806610122576,9.545413752474946,0.8301913251563051,0.8250149768995871,1.0,0.0874551244514726,28.089532896492607,22.68338444853948,0.3921393868758301,0.3868198666126879,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7011962143783532,15.703584343324964,9.542108109690371,0.8373756026587088,0.8331829506636889,0.0,-0.1432810755725178,29.63286494670042,24.09480376494565,0.2691337286279686,0.2558854559092696,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7136820850911834,15.027517612884944,8.805416388611997,0.8447983762998178,0.8424554150871276,3.0,-0.0849385098807058,29.856528422940663,24.2388908012548,0.252298309973394,0.2318509530140661,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6889641050525849,15.879230149299255,9.635125224579069,0.8300386166505384,0.8235756631655822,0.0,0.1077432408601269,26.562676590875125,21.723721410128302,0.3921254544382845,0.3971697633659441,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6836767899621891,15.890605369194224,9.54959282249644,0.8268475010789418,0.8202501720530643,4.0,0.0939807401122172,27.78670043192624,22.5410647090807,0.4066922382708838,0.4047488964302727,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7165631547693139,15.08653083062047,8.633627114397862,0.8465005344810173,0.8413341481807547,3.0,-0.2492871429707297,32.18330967096644,25.707582214841555,0.1625874814370459,0.1658759123877599,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.708102181519187,15.286290393876753,8.996960752978588,0.8414880757331509,0.8383431764547409,2.0,-0.112391218797885,30.15931339311042,24.728344256144567,0.2202058390685647,0.2141905579948843,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7133947202238753,15.26327180593031,9.0645751781725,0.8446269710981826,0.8400153746104327,1.0,0.0559629784433471,27.55643826691082,22.459943241244844,0.3522981203640879,0.331943922136754,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7116982148532635,15.17180941352306,8.870619274615594,0.8436220806899092,0.8399363332808947,3.0,-0.0282924679767047,29.12891751631616,23.817469956870795,0.2874041300654127,0.2603223716192449,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7048825776081561,15.529185099072537,9.211140990399702,0.8395728543084645,0.8321065882922611,2.0,-0.3149668259218803,31.55993311047381,24.86770629191849,0.1718420153050925,0.1708488357793065,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6889215730655627,16.089635742584548,9.787320463702034,0.8300129957628428,0.825066809480205,4.0,-0.0388963892541434,27.60247412669337,22.51397240199663,0.2627915787156169,0.2450736345847322,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7121412110264849,15.184929535721906,8.74266264723539,0.8438845958473614,0.8393481832301711,0.0,-0.0542798785530229,29.55807506325532,23.889007603261888,0.2823175259718533,0.2843915383079871,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6925814197824259,15.82911330560224,9.42562566074309,0.8322147678949613,0.825088317375486,1.0,-0.1539960189420437,29.99345730577508,23.97274017294143,0.2511105281033043,0.2458267288826332,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6751352562419058,16.378598151359295,11.411137224692451,0.8224785558531087,0.8182852163581587,2.0,-0.0117049453003594,27.93568777922519,22.825541975239314,0.3134915056331814,0.296277688484763,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6681982562363722,16.363062388759964,11.446292420029572,0.8183541634827011,0.8131985389882186,1.0,0.0794199822031745,27.47645561460505,22.32948178833283,0.3898917556482948,0.3812151566319872,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6802723723584785,16.171775830584135,11.138256470722563,0.8256863336465373,0.8205741380482698,0.0,-0.1038983836125144,29.6068750856322,23.964877776786533,0.2266236611412366,0.2145757720304945,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6650740749255688,16.422858616304275,11.493693040853136,0.816398446842605,0.8121871200029601,3.0,0.0324893529527172,28.2678583453591,22.87829643868603,0.343143390343891,0.338820137219904,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6817114926204331,16.19564700334987,11.21556221623168,0.8264537393180172,0.823311700162249,4.0,0.1038272527490665,26.11225297628389,21.327391912370857,0.406665596372734,0.3969955306357973,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6458556709652576,16.926215911726608,10.7785200366228,0.80365146118421,0.7957191692338683,3.0,-0.0026586622607474,28.62104732899495,23.733497281315007,0.2704190798953243,0.2746380692677189,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.643878371816766,17.131469376415705,11.167566079126756,0.802420321219638,0.7942654256975266,4.0,-0.0968438689024748,29.03114401814252,23.696586563147765,0.2084851794963361,0.1990840249536568,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6294426878654649,17.06250345780305,11.088372675188197,0.7933742420580707,0.7859789194058237,1.0,-0.0822109880765373,31.16696543783745,25.63100062543891,0.1973362942413118,0.1840895435948939,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6470799556378586,16.923861228945363,10.790825605813914,0.8044128018265396,0.7947621096576821,0.0,-0.1392815702128966,30.188082561030665,24.97650519101509,0.1167554456355494,0.0947178500744257,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6433741050811075,17.05309458322904,10.86497655153178,0.8021060435937558,0.7957596990918505,2.0,-0.1801637811023473,30.64774796743197,25.40556309932522,0.0849798518768115,0.064921663167316,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6508882299600542,16.69054928967863,10.732710468712996,0.80677644366472,0.8003304254400775,3.0,-0.2538577019759256,32.519657141804096,26.656209119151367,0.1119918501741485,0.1049329665758533,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6673817896622032,16.200739583961383,10.28159488798848,0.816934385203282,0.8115490992888355,4.0,-0.1677038210737509,31.23361106324054,25.72256337282286,0.1524538674881183,0.1316363558686911,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6617090156175591,16.58742053113486,10.47856093578459,0.8134549868985855,0.8083215151902153,2.0,-0.2340080922727072,31.128506729207203,25.55241108260065,0.1815762822913616,0.1706833123414749,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.648124283457755,16.746740178991136,10.692331578753205,0.8050616644275851,0.7985973836007852,1.0,-0.1594019696846398,31.425791415048053,25.67903648326196,0.1938578644968769,0.2044949238871073,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.643912820759861,17.03652122871295,11.063756939015088,0.8024417865602361,0.7954487993339893,0.0,-0.3323775133872666,32.625591898204654,26.45778928430745,0.1227931341228468,0.1015223109756296,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6517990217110661,16.81164849878277,10.787331376236228,0.8073407098609278,0.8025312453518778,4.0,-0.3279604466903514,32.508017456949204,25.931158393481223,0.1371292722534399,0.1272066483863552,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6193898988279456,17.504421106455183,11.555844682231823,0.78701327749705,0.7789466988645051,3.0,0.0094162554030521,28.174162114617364,23.12381712154945,0.3159791562879444,0.3070124851472077,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.659439422977121,16.376676014827375,10.361219155067957,0.8120587559394955,0.8073841885986883,1.0,-0.4038072190581001,33.99590390326432,27.7151451495082,0.1231441723561384,0.1127566781994944,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6458094359893205,16.807302040257742,10.754129572351244,0.8036226951551539,0.7973045015761567,0.0,-0.0846513841281848,30.38647544167051,24.89882862711427,0.2705448198394469,0.2620352592179332,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6604015775022183,16.75416160839671,10.822271902299493,0.8126509568269682,0.8056472603948132,2.0,-0.1308479176404866,29.496856760900307,24.103625287679844,0.2192890968043566,0.2141927895496468,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6437484431063529,16.913926612344245,10.889065214910069,0.8023393566356924,0.7972887603240808,3.0,-0.3182899225628821,32.77854876363446,26.236056731951447,0.1074540364279341,0.1058674215208861,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6572255807477947,16.836219611535494,10.800300352567891,0.810694505244108,0.8053598441830773,0.0,-0.1096169738478567,29.221939806263787,23.98769975286378,0.1817667336739498,0.1697814143203409,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6325827130089884,17.021820704795342,11.03643733176924,0.7953506856161084,0.7878006361740805,1.0,-0.2117176256067019,32.54799224780351,26.464619119681107,0.1473323356007589,0.1417944448715119,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6309426384925845,17.340804761506963,11.223992346856416,0.7943189778569688,0.7846873684955495,4.0,-0.0737576569954634,28.89199272462152,23.81788510637593,0.1970917402298799,0.1829951769988299,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6485998257028216,16.99701383961228,10.951326017173518,0.8053569555304334,0.8001851493723038,2.0,-0.120514386952786,29.387329502362988,24.216408696997487,0.1548919050785087,0.1452233310566489,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.649549096734408,16.729299695119785,10.636792082690969,0.805946088035713,0.7992573653333658,0.0,-0.0392397969365176,29.608220795834068,24.20326819208532,0.2124371478149651,0.1962634597065332,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6771783153852367,16.188351233125342,10.13345722279065,0.8229084490108483,0.8183407005122327,4.0,-0.1753814378873679,30.432557134719712,25.14447696833537,0.1416457905549901,0.1394476356488559,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.646019514597783,17.048933836961044,11.054327764290884,0.8037533916952987,0.7972245291131161,3.0,-0.0763666072680275,28.99502169365664,23.77487773315886,0.2046326705088337,0.2092294672570789,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6307443525629882,17.280444783270852,11.261862678953038,0.7941941529810927,0.7874645278540358,2.0,-0.061926718887818,29.35529568815089,23.94516807628964,0.2558409037528836,0.2510945926789495,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6374045544243971,17.151436713363065,11.12689202120668,0.7983761986069599,0.7922190936722739,1.0,-0.0663414399201067,29.319229293970512,24.13903395606554,0.2137478036355453,0.2046379037871193,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6779948613095402,16.205470306543138,10.192209112698643,0.8234045394535675,0.8186939152472186,0.0,-0.234923881194446,31.112308364275187,25.49369245787262,0.1735901507562617,0.1666300931707038,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6326626955799108,17.248764289737288,11.219523131350368,0.7954010632456874,0.7884836417326223,1.0,-0.1104486359857379,29.98709668916721,24.129892879584187,0.2929978595472851,0.2934714147146644,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6296478545172756,17.063535307836307,11.10994894992647,0.7935036027335879,0.7861268596726847,2.0,-0.2786866206061529,33.71207174925864,26.76081543290072,0.1547454539430226,0.1527245877547402,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6277531830210643,17.11850022986596,11.181708859926966,0.7923088854044104,0.785312496837653,3.0,-0.0508647646848157,30.49999784962669,24.65034796320295,0.2953357118951656,0.2886192996544764,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6731818946357351,16.319824725733845,10.299908530820398,0.8204767297476363,0.8153689884788035,4.0,-0.1969832816052379,30.665310042802545,25.0499490335407,0.1442770822398363,0.1459280960215733,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6460360001845818,16.94362144828814,10.925761780630877,0.8037636470308673,0.7983486218776111,3.0,-0.0604337674299861,29.24999297953832,23.95224647143118,0.2417421808969983,0.2373558150104377,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6786295556311641,16.21073698265784,10.132652848779088,0.8237897521345678,0.8197351506464542,0.0,-0.2658048884675124,31.33933319289112,25.569795163258995,0.1331754646897587,0.1315836470150992,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6498031470775772,16.934571493218254,10.934567944200792,0.8061036826413596,0.8006099990627075,4.0,-0.060936156097114,28.88918898154955,23.74552219530522,0.2512992864546248,0.2409249642694637,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6687215380025942,16.167929641621416,10.21355657138434,0.817753959400939,0.8125155036941684,1.0,-0.322154607459068,33.1151895102571,27.1239336481763,0.0973686168209496,0.0849707246294047,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6609402149172007,16.626867635703928,10.4974276560011,0.8129822968677936,0.8065576113489575,2.0,-0.1146735602160937,29.86112502442286,24.54814145245296,0.1842163382438352,0.1886462118756686,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.664851146514225,16.499623278803167,10.52610119532404,0.815384048528353,0.8084881812443075,1.0,-0.0798051338020631,29.51483914495568,24.406618239229783,0.2180348779293358,0.2116757814617455,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6552165995228451,16.79453012738288,10.783436006738802,0.8094545074296973,0.8044332755554067,4.0,-0.0743760420244381,29.07013921689688,24.023407165842176,0.2157476179144305,0.2027694401456096,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6612644335841334,16.51879638125029,10.351649000425596,0.8131816732160598,0.8073974425611596,3.0,-0.0869385684781569,29.85866633234311,24.950601841901072,0.1589242953909183,0.1526551595603406,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6415407305073897,17.141958200110192,11.05753924956696,0.8009623777412758,0.7944671185775637,0.0,-0.126862463334302,29.626976400482864,24.152352300681613,0.2162745848740264,0.2256261460478334,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6410175178480836,16.91735253933174,10.774065260001942,0.8006356961347497,0.7941160622635152,2.0,-0.3206617851198583,33.335622850629704,26.96550141106877,0.026124518481894,0.0196384127087241,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6460421890502472,16.90432208125051,11.7868766058477,0.8046370938410407,0.800100082608825,3.0,-0.1681142602727174,30.65657335539153,25.38011899888322,0.167424866585013,0.1605484086198856,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6503462732721224,16.82134835451032,11.725409565311423,0.8071247283562805,0.8025400677903929,0.0,-0.2027200692453932,30.83727763086858,25.31054262609037,0.1566024164317454,0.1630351854310294,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6425570907821295,16.78766055253526,11.848530988108156,0.8023163596332492,0.7972621164079446,2.0,-0.2896279310997702,32.859819523985145,26.88471164156843,0.1136248164632113,0.111889522038934,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6289321230950162,17.34866441099427,12.329677843832478,0.7936058317113738,0.7872948724486322,1.0,-0.220947325041358,31.45244000627538,25.11621839778593,0.1917078987837573,0.1806060735103628,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6142063211918201,17.4390558546094,12.344166008635392,0.7843072565847482,0.7774899511433804,4.0,-0.0750403177788268,30.68920386059994,25.004170478469856,0.2242878188462354,0.2160236586035708,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4391425101332734,21.337506931269346,16.662694753363628,0.6626782855660649,0.6449623217521578,4.0,-0.1443575430544101,30.357625940454167,24.72120876662943,0.225261556253412,0.2175113450143235,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4099955462545286,21.851362087433365,17.142558017379383,0.6403089459689078,0.6188490896066899,3.0,-0.220735037434403,31.525387350063543,25.44216035043029,0.2186403377919701,0.2240154444021985,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3895254860123578,22.349858300899484,17.6158939878794,0.6241197689867343,0.6004803456714817,2.0,-0.3386947509714142,32.43053996619978,25.672330705559297,0.1360619579949558,0.1649615738855112,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4006952727120982,22.068182212250587,17.33840862632109,0.6330049547509683,0.6092197307378352,1.0,-0.000188936753156,28.14674619155149,23.021846792730244,0.3519218841634868,0.3410645398731549,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4502812259622055,21.3942292294592,16.693016548057294,0.671029973988959,0.6561462245728371,0.0,-0.2617832725954991,30.87518712373692,24.91973497036323,0.1443788095542961,0.1316588030151373,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3845945459215755,22.1331509932674,17.463206634324823,0.6201568720446353,0.6012977787269571,3.0,-0.243087507987562,32.35852316447666,26.1257814214232,0.1986913600652561,0.1960822239129746,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3997542745845981,21.95928947299374,17.18327973767516,0.6322612392135822,0.6083154716643735,4.0,-0.2911351923425134,32.6307638986972,26.441952354334425,0.1072039120983857,0.0994949344671804,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4094251079536096,22.142879439231,17.455658348488843,0.6398633510153618,0.6209142892595959,2.0,-0.1127440966470032,28.463880639247986,22.898193951221973,0.2414274065588718,0.231742041459746,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4161736637089015,21.64732745046673,16.94058533824613,0.6451152329088754,0.6230642509796865,1.0,-0.1510566176990662,30.37126194078501,24.829287495750723,0.2439473356006328,0.2301737733468315,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4254939680328758,21.74554002747741,17.032154992043615,0.6522989867107314,0.6340984745485537,0.0,-0.0554548167510133,28.67096583619179,23.416922383649148,0.2515620202658127,0.2427461260447728,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.402970965545863,22.18135532049871,17.46677708060924,0.634799941405739,0.6126901196521969,2.0,-0.0410846405349316,28.037869006925494,22.691547679862,0.3203868379882881,0.3004929902840295,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3858630204426473,22.025034631157567,17.390605987037553,0.6211787347647907,0.6024263600820401,1.0,-0.0549670751699356,29.320499787752407,24.02934086574992,0.2824115415575689,0.2651414766078074,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4354609284858882,21.45345187660028,16.73916954943754,0.6598946344786432,0.6395023146099238,0.0,-0.1526339493429442,30.07642305589796,24.69293611411793,0.2209090223505979,0.2052317560004485,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3898739413516477,22.214228673602115,17.58196806139741,0.6243988640586375,0.6067707821727139,4.0,-0.1248124970762218,30.058612381365226,24.215938145416203,0.2516133453190028,0.2422716826639744,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3929183535694135,22.157310074223112,17.591939124791626,0.6268319979234676,0.6117553115335566,3.0,-0.0625533946348546,29.454422742642056,23.71238873953916,0.2850954649739854,0.2897325512979039,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3934376904991694,22.10570822841185,17.459051733267568,0.6272461163976566,0.6098463704127556,0.0,-0.4499076601810565,34.5834295411884,27.26583067453076,0.088600082660304,0.1164046675650862,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3986305954598086,22.188408406109,17.420529514182146,0.631371994544049,0.6091791582594096,1.0,-0.282110858332808,31.748164118372927,25.45106417353259,0.1678519040547238,0.1598518075071004,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3707775381205519,22.570672572718507,17.901727684483717,0.6089150500249411,0.5827198230436533,2.0,0.002972926192774,28.37299013706754,23.32913771772424,0.3343823244200048,0.3425347538606653,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3869860330412283,22.18276298009774,17.53001953255636,0.6220820147406803,0.6054343894156028,3.0,-0.1157190365824156,30.459924285952745,24.43800199012749,0.2649936877604344,0.2747104495973476,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4322194220334129,21.45784736849182,16.764317951610316,0.6574339678291116,0.6383503140495642,4.0,-0.0020852264979247,28.4626598229028,23.33904501393697,0.2999003051078663,0.2877530644483481,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3975362001263912,22.175633738479828,17.411669645191722,0.6305047185800357,0.6068738825888422,4.0,-0.0281944395595923,28.313788585489096,23.062555639051062,0.3107578190729598,0.304000092401578,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3860596976052862,22.217037999791085,17.566058737510797,0.6213370241920464,0.5993539802826716,1.0,0.0450343460952022,27.707907538453902,22.51188925561339,0.3490302794564204,0.3276286830522988,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3981533529491237,22.062789485080696,17.366479937979275,0.6309939405202794,0.6111705097014657,0.0,-0.0266370041367298,28.9580085431148,23.38203698690604,0.3239533642517222,0.3150609938922076,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4171269031285184,21.71907552480073,17.141012055071524,0.6458536236242802,0.6304833654246798,2.0,-0.1216112382520604,30.00525063743272,24.42966504349864,0.193461637261185,0.1943420479450399,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4329411602705866,21.712330620226904,16.979877485028183,0.6579826443694521,0.6387904807576147,3.0,-0.1277614215858491,29.178429242441084,23.736321846465923,0.1913661459568373,0.1991888655854463,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4052527348991399,21.816781297599302,17.105990667558043,0.6365946395143579,0.6159470889402628,0.0,-0.1379270514207007,30.55358351604489,24.90926157882645,0.238438993842608,0.2304875780620955,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4051265075756886,21.93156755801705,17.18498689063752,0.636495489157598,0.6152207569213565,1.0,0.0122175800325455,28.431501750065383,23.27380149861789,0.3247378973255351,0.3111577777869895,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4346314267454509,21.59273797594497,16.871773351731655,0.6592658241171534,0.640896526976711,4.0,-0.1931190000392297,30.34769104557677,24.830750627367674,0.1566822832114061,0.129508890886821,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4382843514421681,21.333978240059743,16.592281426862098,0.662030476316896,0.6412031935788313,2.0,-0.1626574439898716,30.6055089572793,24.874790604485984,0.1987804274413493,0.1976531125648566,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3854556142914027,22.37372599303465,17.641841504413367,0.6208507183203394,0.59802508111366,3.0,0.0445322601962441,27.51644194049312,22.59932181341812,0.3393057194222237,0.3400444369927852,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3630159576900617,22.4133814527083,17.803599788585988,0.6025080561508354,0.5827494286376107,2.0,-0.0600852343271689,30.521793333626,24.12572457796104,0.3449742791967944,0.3583993991449897,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4244322653717087,21.737743715507744,17.00180662407304,0.6514846624496073,0.6312191706568852,4.0,-0.5273525542076853,34.619495436115926,27.33732750809332,0.0537571027739746,0.0910588184389317,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4180494203772512,21.78259283663124,17.081864924373477,0.6465674136593438,0.628024584658982,0.0,-0.0589670315764228,29.064206903995075,23.864072402411715,0.2477004187484198,0.23140929948234,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4482904318469705,21.406859553924523,16.73235318806005,0.6695449438866407,0.6548148408136262,1.0,-0.2071638748666473,30.295477406898847,24.629311522682404,0.1597315015537531,0.1489866372198099,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3699049062774141,22.402638365832992,17.68688566994482,0.6081980814791041,0.5815067980941653,3.0,-0.2872395066631192,32.914695934646176,26.50782772050584,0.1657777122918915,0.1531761779714319,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3995697643958421,22.21393395450642,17.487364483460265,0.632115309431013,0.610202398241297,3.0,-0.0528387253587108,28.45765963931084,22.99154694982343,0.2863478028179465,0.2814925368117573,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3741674709899538,22.444946067828063,17.74325087861701,0.6116923009267303,0.5865420288870784,0.0,0.0811083175630552,27.22443141817768,21.97535562713781,0.3908196159790019,0.3783766777455665,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4068658134098636,22.065138112219213,17.385376595032028,0.637860340074069,0.6191176792201742,1.0,0.0219291889029892,27.67292401004997,22.595075335928147,0.3371247845027848,0.3253883677930927,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4112340902023703,21.977403548516453,17.352323672198526,0.6412753622505329,0.6264166345025723,2.0,-0.1857429499623184,30.50216851095433,24.793009087893385,0.1779255808763432,0.1772928373001548,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4109653260089736,22.12605472362414,17.447159022402488,0.641065773562701,0.6221413733832836,4.0,-0.0650821160835632,28.1224936763798,22.64392307707018,0.2670269598894002,0.2707136107658777,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3845708811105249,22.14046417991792,17.497770430421596,0.6201635534258881,0.5956059114251915,1.0,0.0046097893083472,29.215398062810767,23.821552529213445,0.3331116406001029,0.3237765821666131,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3976936108141307,22.009803358753405,17.502843574167326,0.6306574311851145,0.6150800064644074,0.0,-0.1426380383960395,30.76515896804971,24.93357117381669,0.2416468191231044,0.2353545845315811,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4073539854630857,22.132365601878853,17.544160956714187,0.638282188624975,0.6189706224408056,4.0,-0.025917311476078,27.72006111550988,22.49484254536122,0.2792715299873792,0.2738755113178731,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3672560093951048,22.603088288273067,17.96252590321715,0.6060529577160653,0.5796540761012551,3.0,0.0237983761003827,28.14847196386404,22.76053062478461,0.3671486592830554,0.3657467555167203,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4055390952479156,22.127749729309244,17.52090934823215,0.6368534574821375,0.6178706215787492,2.0,-0.0268910947130438,27.860474617153905,22.746852949840783,0.2879290945582705,0.2758486870428215,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2527835610308642,24.30758846603327,19.88089022770835,0.5027758556986645,0.4784715811633622,2.0,-0.1666884770930738,31.171263515486245,25.693702385066192,0.1318383881118828,0.1193007418960568,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2550769699384357,24.326064389590663,19.869234286665108,0.5050514528051364,0.4802866322661796,1.0,-0.1620488925052876,31.37509421740215,25.606901676565503,0.1604683261088472,0.1684478272419563,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2711951334691977,24.47455844988408,19.96705766073704,0.5207639902156364,0.4959010368806964,3.0,-0.3237690446644594,31.39409391715947,25.558959482835064,0.0832028303634484,0.0810875264480769,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.268469237529376,24.50056689779785,19.98881976888025,0.5181401717298129,0.4938230110979535,0.0,-0.2137056601842917,30.27363503853184,25.09286577678448,0.0900286538522746,0.0848117823555155,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2794967560541396,24.288976896842783,19.77639204783477,0.5286745275611275,0.5041152525598129,4.0,-0.2567569242580212,30.95796587532021,25.38603016077825,0.0661437381295916,0.0616350674157937,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2388497541352748,24.731014664189075,20.19634466755284,0.4887225738379416,0.4593592268838036,3.0,-0.1536001268781717,30.74173636545761,25.11761604323417,0.1888230879651633,0.1853121645169081,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2625929935881661,24.537045993733813,20.027470687383243,0.5124382827491428,0.4846217918219896,0.0,-0.4760190029276396,33.92453910672422,27.598729757804044,0.028583432636612,0.0264546940414761,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2664803986570507,24.500103930486645,20.00867244425192,0.5162173948065012,0.4936920229519144,2.0,-0.2737130660558258,31.687498662363573,25.68866582224048,0.0940626446222312,0.0906246549338274,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2287939980212597,24.88609998730689,20.440765744253063,0.4783241558577125,0.4480699991582478,1.0,-0.1751149921396264,31.42076923648252,25.393363581236382,0.2275728780838319,0.2416197651060783,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2507720582953563,24.467190895450287,20.01688264502365,0.5007714631775484,0.4757431747558166,4.0,-0.5080913090381156,35.51826701517328,29.12082085864237,-0.0161618561023467,-0.0074780399531292,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2849698343475405,23.930513621392148,19.5163582299088,0.5338256592095818,0.5124259131361224,0.0,-0.4020795831338082,33.76132952046138,27.33690509612442,0.025427186986604,0.0101051345567738,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2819714572225291,24.097167036752268,19.66023059770599,0.5310098467050768,0.5099614410127874,1.0,-0.4438224475136654,34.002761585577765,27.29091389718987,0.0298040144077835,0.0234827864358365,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2710556490479575,24.54273007072582,20.019665643253152,0.5206300501698837,0.4962064264508691,2.0,-0.3128638707919049,31.30819755023936,25.711032063146043,0.0663888823000794,0.060611933869536,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2864219899147956,24.29791265439028,19.76366894179303,0.5351840711585196,0.5092622141863459,3.0,-0.3991481234595062,32.73938926010962,27.020611277059704,0.0708831097705855,0.0648370612650715,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.26413071409418,24.48874421211748,19.9984031988239,0.5139364884757267,0.4932781251517889,4.0,-0.3962467552507809,33.40004746517187,27.03178987869808,0.0889848178466677,0.0899219611769741,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2738134216813078,24.448071149496577,19.955926076782937,0.5232718430381311,0.497729814468753,2.0,-0.3647498850298876,31.975146931971928,26.001384171467503,0.0510280059894856,0.0327620665448022,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2740739761152535,24.340113114250133,19.826984217395896,0.5235207504488264,0.498204826548435,0.0,-0.3590033136505011,32.85184213731148,26.838871780240904,0.0574501564427891,0.0592267772638013,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2648970859103694,24.48649207820061,19.922660335103824,0.5146815383782534,0.4846382464063645,3.0,-0.2574312789462738,31.34026365039427,25.79335411364827,0.0853618070781005,0.055161263376527,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2835185269018403,24.195672407466763,19.682091861880902,0.5324645781097181,0.5086815778646229,1.0,-0.1813385041429474,30.63008946739233,25.13247718801429,0.1413439194426883,0.1517023110771515,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.272752889739524,24.453576096892007,19.908991460592297,0.522257493743187,0.4925141339536785,4.0,-0.2514841407611417,30.99078949497409,25.841463579466804,0.0922241259672987,0.0710330204902497,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2336170620831135,24.73573525494952,20.243860016691634,0.4833394895092863,0.450274319963813,0.0,-0.2365619324440186,32.52614503031728,26.59492521328514,0.1328711679535999,0.1299383931366282,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2396429941547985,24.816257614194875,20.32461648726266,0.4895334454217722,0.4603536191066093,3.0,-0.2279505969517965,30.92284950770094,25.234969688589768,0.1664244062394311,0.1535530250598507,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2498531561946414,24.685596072664392,20.137225294324345,0.4998531346659602,0.4714384911978391,4.0,-0.2184152740863854,31.290278506734424,25.75140738097531,0.1270685996268943,0.1256708724653723,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2807605918159753,24.427542480365258,19.8808042812706,0.529868466559252,0.5054300081958043,2.0,-0.2487692115757822,30.72253329179982,25.26931719705289,0.1014912503852493,0.1100640022140061,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2561239908937499,24.433389145357022,19.890761208774624,0.5060869400909203,0.4758720247413539,1.0,-0.4274295441284705,34.4456081150566,28.21491128278226,0.0122692004608573,0.0034362261557597,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2676313552088362,24.479690329729365,19.94214720035155,0.5173309919959591,0.4891274115529224,0.0,-0.2695343158359355,31.29238539062017,26.01158922081798,0.0695313541943637,0.0677425468079976,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2440117405881106,24.52898176841338,20.021455098384244,0.4939754453942703,0.4586197726657539,1.0,-0.2176413876982561,32.13613965362063,26.37171347211699,0.180273067991653,0.1773607901265088,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2563678302572147,24.66453789911289,20.11443115931296,0.5063277893855286,0.4772729277502123,2.0,-0.2809395775072176,31.786415074206328,25.91419115959728,0.2116501260865301,0.1863867055016269,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2407912984241044,24.80740855813168,20.349580474090644,0.4907048995825898,0.4608498368567492,3.0,-0.1539273051596843,30.00249583442604,24.354784558041555,0.2038620982296803,0.1707551536705301,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2788014873169449,24.43294816588253,19.95298373573403,0.5280165597915172,0.5044239162995728,4.0,-0.300340238937544,31.14006010774181,25.659496645832167,0.013043055681933,0.0232160482430854,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2706363230083227,24.386366963894897,19.87601775047925,0.5202271840738038,0.4958343975924443,2.0,-0.429678373672951,33.52966362955366,27.36675633955099,0.0114206206335869,0.0057635583111331,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2266960804672509,24.675707242393223,20.300204115274564,0.4761261182911809,0.4505981676323889,4.0,-0.2642305291795994,33.37763918711654,27.15432937037246,0.1807831971177962,0.1752364174970264,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2515187287276647,24.55460482361889,20.088766820853472,0.5015164292147289,0.4765938615745901,0.0,-0.2630807372156472,31.99693925207244,25.921857589643988,0.0896138426609371,0.0900633076600638,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2246807775149308,24.71334588624245,20.32902088720141,0.4740050395879588,0.4465462167672718,1.0,-0.1772362003526215,32.25905445515025,26.08829217899284,0.1330403214472439,0.1246390138567348,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2705534862966393,24.51979623895148,20.023937720608004,0.5201475620738393,0.4956361102855997,3.0,-0.1880317869794532,29.679663708711686,24.395819342187576,0.1167987568191607,0.1101015991892694,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2641614908728925,24.18187436901328,19.74609553214821,0.5139664297589391,0.4850379082084249,0.0,-0.1992053286432626,31.04647153754406,25.44993296626916,0.1046532015360724,0.1032737809524712,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2616722807114924,24.339259641271312,19.88826883501512,0.5115391292330267,0.4901089333063365,3.0,-0.1905975856437676,31.483309768674083,25.50967723978472,0.1489793119146079,0.1562631210504769,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2626084174984777,24.36127862941156,19.8328394067222,0.5124533320617016,0.4789392614397506,2.0,-0.3914378368692954,33.71464019631257,27.65735644194272,-0.0121937138110021,-0.0295841721039575,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2521203704832507,24.574190082506497,20.03986689141255,0.5021158935136957,0.470299062869161,4.0,-0.1452106747342747,30.497544333173288,25.13162283699089,0.2516265401646324,0.2324152326863677,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2825172865462358,24.187012081616533,19.66555488689631,0.5315235522405897,0.5039535469962335,1.0,-0.2506802831472596,31.21801998799277,25.85834978341218,0.1459738537313623,0.1279275995970636,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2358233274900312,24.88629017721357,20.406381068321743,0.4856191157505374,0.4553322869540447,1.0,-0.1886772857470753,30.512474517493647,24.604236282228506,0.2528750092206677,0.203349363003738,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.234117562209983,24.71415931964436,20.23248485471889,0.4838603407315615,0.4505330764516512,3.0,-0.1893720911303116,31.93166998998788,26.119366593346623,0.1746668799509503,0.1820120687233501,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2806807599762956,24.26614565565793,19.78688450554161,0.5297996143854801,0.5026001024728096,2.0,-0.2551111730462629,31.508834398356104,25.95187251601965,0.115888693794447,0.1120251928416733,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2516163641315938,24.31947498071113,19.900774046551177,0.501617573471191,0.4761637424614088,4.0,-0.2290009679584932,31.4538126229733,25.719680277926248,0.0771169626639326,0.0729296710813693,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2363479657100762,24.923234869565743,20.393580751510942,0.486160238003277,0.4562413885371329,0.0,-0.2264290090471326,31.12141907617416,25.355170782270047,0.2126824581447934,0.2054441135286642,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7213685577634618,15.02473974120302,8.62230242027733,0.8493341850441843,0.8446231355789843,4.0,0.336684945983445,23.234629897176912,17.8061405624034,0.607191217809572,0.6050455316371042,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7206093681851697,15.085880879213446,8.661984727631841,0.8488871351671288,0.8445705852334551,0.0,0.310857140267149,23.42607449442984,17.993466770090684,0.5922696990403151,0.5864314813578123,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7209963491751591,15.03664520143972,8.637812553749026,0.8491150388744544,0.8449023218661378,1.0,0.3438128262290658,23.09728671631988,17.70716314984061,0.6133284721034001,0.608837951511073,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7189633247616549,15.067286931328844,8.63569456751632,0.8479170506830166,0.8435141836005269,2.0,0.3486332261879289,23.15404421760132,17.888802714132222,0.6130741513856859,0.6092339999259195,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7194325412562652,15.049028800377922,8.629653198989876,0.8481936932773682,0.8435030984766049,3.0,0.3377226943330779,23.379512228860143,17.87945049974883,0.6113402739410334,0.611439880807874,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7199163416919879,15.075402592146585,8.652297697092715,0.8484788399561181,0.8435430244123284,4.0,0.3428939820367414,23.05124577455159,17.66692436682425,0.6117170843876855,0.6114611682811801,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7260836128624092,14.8859766911881,8.472988061978914,0.852105400167563,0.8474124643666938,3.0,0.3084272529047341,23.7933815654055,18.311587332777883,0.5893177613725054,0.5901468349295627,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7211356694373867,15.000007303232044,8.605823861868142,0.849197073432375,0.8449261428100268,2.0,0.343280147415547,23.305319758215983,17.787059601405474,0.6110024760208494,0.6076593518609271,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.72151767561764,15.016035224576408,8.611245009541662,0.8494219656783201,0.8448947709750735,1.0,0.3296401220692663,23.386284541923704,17.874758227613313,0.6034239820209927,0.6020408108836387,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.721472953151373,15.018927168015123,8.587038830152588,0.8493956400176608,0.8449055280924571,0.0,0.3374026227785794,23.24019386504473,17.89345132288243,0.6080486238175282,0.6056570821214047,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7201603037697268,15.098050072030835,8.694147847453353,0.8486226135216872,0.8437001953895531,3.0,0.3307688257037459,23.07559233331225,17.52537751123541,0.6073733121505895,0.608143568773402,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7198112108243984,15.089057954190222,8.648090868589327,0.8484169104735297,0.8437435488189595,0.0,0.3524101362341775,22.821191842103552,17.523550461853034,0.6186916186926836,0.6187883581806907,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7248504847624472,14.966614859378328,8.567782548377767,0.8513815421844029,0.8468097265208264,1.0,0.3329683183326972,23.073446390615715,17.688941171176737,0.6104476266106662,0.609769777059725,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7184145645501017,15.11742546106524,8.67613355324307,0.8475934198240643,0.8431947027518144,2.0,0.3389960165817306,23.110349138232653,17.76494631988687,0.6128822334765207,0.6139961864179961,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7210437813495102,15.00785302421234,8.613295552356519,0.8491429940411981,0.8446832296937673,4.0,0.3527019254993777,23.10771139019168,17.75073099662909,0.6183984057104532,0.6179904581897147,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7230495394439539,15.0331587932426,8.637743729870408,0.8503231970889791,0.8459699928666381,2.0,0.2839352243700053,23.79251552299764,18.21227753327944,0.5779846021957126,0.5755114210563431,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7198328661723784,15.0635605783902,8.616939148038842,0.8484296471967595,0.8433710513634148,4.0,0.3349777405102805,23.280070265353107,17.936356445446073,0.6071921983891231,0.6059815688998581,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7221507994459544,15.028243553423623,8.622455221581605,0.8497945631256766,0.8454395197621392,3.0,0.3197741599605633,23.37481567715103,18.006844922777134,0.5979625568723486,0.5940398392101873,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7205958810657852,15.044887535295892,8.615014014400993,0.8488791911333085,0.8445547845116281,1.0,0.3440537732831658,23.10765946600502,17.804073044389618,0.6094545817880208,0.6065881347791536,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.721896797119101,15.010257775858213,8.60361753824845,0.8496451007220251,0.8450321235597004,0.0,0.3192000255869174,23.540517351297428,18.09193310672657,0.596722192714235,0.5919433087278007,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7177566663589776,15.164292775510042,8.718955146948032,0.8472052091822249,0.8426931969840369,4.0,0.3388095293342452,22.934447866758013,17.556742311504625,0.6106444762086891,0.6092084804473726,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7186609554281047,15.11583092658669,8.674534629956389,0.8477387307199182,0.8429953521917022,3.0,0.3388852395428904,23.07947989652457,17.71327987165324,0.6088684005752745,0.6079263898737378,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7216544210866103,15.022372493948104,8.5949430872803,0.8495024551097553,0.8449496521714605,2.0,0.328636921330955,23.341180668788024,17.80798260944274,0.6021081201988245,0.6016128223526634,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7193755117420333,15.13709657684682,8.684430583176223,0.8481600744124287,0.8432470111016602,1.0,0.3373159373455608,22.8593770525072,17.589527935410686,0.6098422943951367,0.6074112467599324,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7220813385756477,15.023622904963082,8.589355634639363,0.8497536929760815,0.845193538130037,0.0,0.3201656495256164,23.407573070169768,17.8982813701624,0.5970211476217686,0.5957898144225903,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7178269987050889,15.135022696748123,8.908917564404668,0.8472549366226841,0.8426598778423899,0.0,0.3583976988883797,22.760293338325408,17.45184815133537,0.6220097829548689,0.6197747290859078,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7177714307025611,15.136111827387673,8.87473216347727,0.8472210277451714,0.8424169071222662,3.0,0.3594944536440884,22.74168147957296,17.46238460735808,0.6258345757452237,0.623039057137434,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7223768829689547,15.07637393470174,8.823284700652428,0.8499349878147056,0.8455169297741044,2.0,0.3213743789085691,23.0020541507501,17.64457750914857,0.6001015089782842,0.5990538905760923,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7214796825246188,15.05434432062309,8.833385337849194,0.8494064466115435,0.8451695596767932,1.0,0.3428003317504229,22.92617533421788,17.584675982445713,0.613253369462325,0.6080601786585359,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7188529716412773,15.136658207018188,8.891084423066873,0.8478605426613866,0.8431487343858718,4.0,0.3445621839268953,22.82345259223623,17.589468847029394,0.6153444204179925,0.6115065162925749,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7215965518380882,15.033237154073705,8.632239491667207,0.8494683937294233,0.8450094869898559,4.0,0.3381863564837791,23.11724723298293,17.720524353660256,0.6050682250925667,0.6003061599422502,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.720549800118498,15.049772307469835,8.63695330871238,0.8488520484743309,0.8442650918384197,1.0,0.3371496219360286,23.207718696135,17.76551928462068,0.606811040914832,0.605299721614634,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7223001070207795,14.99366844517508,8.603666284341251,0.8498824077952241,0.845016769986345,2.0,0.3164114130566213,23.622936542126176,18.14645552426309,0.5943377281685187,0.5933923877520555,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7184720569494414,15.102429458304924,8.65618586412673,0.8476273102430797,0.8430791971970658,3.0,0.3444587968290324,23.09946209339925,17.882031501782304,0.6125596415480177,0.6093514509903089,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7212071979647403,15.02185941089918,8.606468257827066,0.8492391877630017,0.844912932601009,0.0,0.3330626565769027,23.340589730823044,17.97098602467765,0.6026788482184999,0.6001818767801778,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7193343666954976,15.118471151704515,8.71456573098103,0.8481358377011144,0.8436718655689878,3.0,0.3416165652844359,22.90787352761188,17.57072575859112,0.6101786470346551,0.6059154785550643,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7158630554494003,15.172151469422882,8.765085601091883,0.8460869176863258,0.8414072275774652,4.0,0.3476695132779711,23.04341658923536,17.510361291511742,0.6148926474477135,0.6154526716885406,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7202781767589059,15.058058094068024,8.679094893004377,0.8486920484528497,0.8438247313470486,2.0,0.3463481838115664,23.040473131411403,17.559951517488262,0.6130556236264912,0.6138720087493285,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7231249570359349,14.960382950185098,8.558211814205958,0.8503675506945378,0.846084612733967,0.0,0.3368894899104063,23.33384472093025,17.93856594562,0.6060920928063429,0.604216568601564,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7236721909834858,14.950445419414008,8.585698782389061,0.8506892513134253,0.8461912750961447,1.0,0.3205098076172087,23.59129608420335,18.004596449135036,0.599898866306225,0.5973570816200674,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6722322442289654,16.306785555980806,11.55268174289067,0.8217380638954562,0.8173908166715704,4.0,0.4194272941734681,21.678798867028203,16.78683649010548,0.653220377857793,0.6509737732246134,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6804558769306336,16.122009493549267,11.337007338936836,0.8264831318973103,0.8223186187650114,3.0,0.3991511001778653,21.930749842755823,17.07671757315041,0.6391257152832833,0.6355676866238681,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6815184035035049,16.088838812877256,11.393527499264389,0.8272779403510692,0.8229454634734473,2.0,0.3842885908726564,22.2429660925326,17.11230005067595,0.6300777494169532,0.6272641189499161,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6763221036882133,16.20744055041228,11.473611719542085,0.8242235847232318,0.8195832985782664,1.0,0.407066454458168,21.89361594965065,17.042430975912662,0.6445087825661269,0.6409484051090866,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6820903957119928,16.093176745133487,11.335034826478273,0.8274391974654931,0.8235846957015477,0.0,0.3767360140228759,22.27172617260042,17.18832396518433,0.625451202403257,0.6195756703607332,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6644332469987796,16.50047332317291,10.349169741308744,0.8151277489188171,0.8088737561527408,0.0,0.3110805698265682,23.60673259673444,18.32441263309731,0.5817953999338465,0.579725066770463,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6644495737831069,16.516046316534304,10.336695269599817,0.8151377637374029,0.8091741897494312,4.0,0.3306007797648584,23.17973531075709,18.062565703273545,0.5966779977032277,0.5928061929127977,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6598868726809514,16.6270966995113,10.45679180616416,0.8123342124773922,0.8060043889670314,3.0,0.3214288677138065,23.344607327909777,18.16261607576828,0.5884948866627665,0.5864243328661902,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.665100449714876,16.494975574266995,10.332711015701753,0.8155369089100745,0.8091808005233591,2.0,0.321799991925438,23.359094168117235,18.101161342935523,0.5875427345895431,0.5824022768631114,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6647831182348108,16.524522363843655,10.39108575027443,0.8153423319692248,0.8088956165153871,1.0,0.3098989206432349,23.43564926904828,18.07868908354884,0.5830391377149986,0.5818152764623058,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6655393954874345,16.497572720572343,10.3254117511806,0.8158059791338417,0.8097007059664318,0.0,0.3209762932517189,23.300847225776824,18.228077200001035,0.5885089310078275,0.5838187651496718,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6624167903936424,16.52988716257674,10.367972120190943,0.8138899129907059,0.8074075814113969,3.0,0.3128461031198117,23.69322893760435,18.339363231766768,0.584155526524495,0.5831902602051773,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6640760339408622,16.49592635650858,10.329779506437951,0.8149086047145846,0.808531657686741,1.0,0.313605841890301,23.643281567820143,18.371926408646548,0.5837859497480206,0.5795436783120022,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.663936015423767,16.5088707665472,10.34323012135078,0.8148226896285139,0.8082930539745484,4.0,0.3220978363317176,23.442622891552595,18.203478446395103,0.5905136081224246,0.5913450672039365,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6631300272365164,16.51243093950987,10.365365116510382,0.8143279605437062,0.808068792389525,2.0,0.3260585573205794,23.465057695134703,18.21575265545876,0.5902274163071508,0.5864503405093193,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6640948248882927,16.51083663502863,10.347870150757924,0.8149201343799917,0.8085509401195472,0.0,0.3474584219347411,22.96667631539205,17.78833049441888,0.6081009604268641,0.6069922685951605,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6631080009528669,16.51079609619103,10.364468760180795,0.8143144365580097,0.8080618910704318,2.0,0.3503765200894332,23.03602085594284,17.819319183691285,0.6078794102705207,0.6072963039396145,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6604753422235732,16.53858990635617,10.360374844058786,0.8126963412437911,0.8062492691297344,4.0,0.3600274126523798,23.07336400088605,17.960346245240604,0.611978027770409,0.6100353202005038,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6626914815276269,16.5706869617117,10.391321562045814,0.8140586477911792,0.8073718051832096,1.0,0.3357931154837484,23.026921758557013,17.791979103804085,0.6021166784144099,0.6037717875896916,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6610653070598248,16.55183068203155,10.387964150437073,0.813059227810789,0.8069375493386115,3.0,0.3512825259262906,23.079772966173536,17.881682460423065,0.609606507093496,0.6072759065637137,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6654987940283537,16.523744286960298,10.35064478548374,0.8157810944719407,0.8094294092684006,2.0,0.3197515954938617,23.175414025706115,18.02604253307208,0.5878935934570462,0.5848920026929678,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6611771380813752,16.59972378695334,10.440672594503846,0.8131279961949989,0.8065265621476664,0.0,0.3157604301448744,23.4187773222936,18.1356696570358,0.5875020857526826,0.5866889588458823,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6643472048089604,16.475262850823924,10.301224207984903,0.8150749688773772,0.8087479567957977,3.0,0.3277264261086262,23.47751988290745,18.28624987133781,0.5909408662299656,0.5881827083046318,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6637191637023816,16.519554717142153,10.347328168959024,0.8146896119131444,0.8082951830956793,1.0,0.3220285148451165,23.41115335810457,18.213711295366817,0.5884408117173611,0.5875603060009507,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6630113275095173,16.530659091574716,10.36002925333742,0.8142550752640898,0.808107151253129,4.0,0.3241790844249642,23.411790414707948,18.34238978907145,0.5903249073890366,0.5874459859654986,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6636818588883453,16.527900911412676,10.343278772274877,0.8146667165138062,0.808105102496776,0.0,0.3222758627986215,23.36667580259568,18.18147823030573,0.5881257099504862,0.585356522587008,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6579904663991643,16.674116680135963,10.451453902603603,0.8111661152316801,0.8045765488002413,1.0,0.3432810493948867,22.958044682192234,17.827265157637555,0.605841381865926,0.6045380565254223,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6630239058840375,16.533600304242274,10.354269701870022,0.8142627991126274,0.8081776288118375,2.0,0.3175750877877416,23.5073622022874,18.35922159379834,0.5857131978462764,0.5792680535225002,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6608593708481252,16.587791429532373,10.396255342784228,0.8129325746748916,0.8060325817539863,3.0,0.3450407298214145,23.02291224623205,17.828875080349317,0.6046690559515936,0.6037630878006108,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.65986311199228,16.566298930536345,10.418025735624116,0.8123195874197394,0.8053914492929133,4.0,0.3522073577053787,23.14766889420805,18.030671466350704,0.6071878933566912,0.6060240632425158,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6587478386704997,16.638113624806007,10.520394150603044,0.8116336431950177,0.8055179270116446,1.0,0.3659493136341396,22.659236260084427,17.672035828933026,0.6204253946436113,0.6158857560665263,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6619279727215752,16.559458079397796,10.487384743877156,0.813590710400903,0.8074932641111866,3.0,0.3436846663558646,23.057596439299928,17.93155275073239,0.6032799537818156,0.6027304380224178,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6604734533967607,16.56465964148567,10.446091191836404,0.8126962768109941,0.8060649418365303,4.0,0.3639192534720826,22.86397479110744,17.787213028014765,0.6183627753824158,0.6190747323298511,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6636720657852309,16.534098032815017,10.415288633435216,0.8146617341075822,0.8083307449651762,0.0,0.3475902028641021,22.892324295446272,17.837125747039476,0.6066767002702554,0.6057607054387149,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6647694583661105,16.52431467284413,10.405221468227822,0.8153349211328564,0.8090128022080629,2.0,0.3358010923935374,22.99821861156954,17.893314034020122,0.6019393551966584,0.5979787389399285,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6647929559623107,16.4783256336335,10.291774355324502,0.8153483648340882,0.8089662813315764,2.0,0.312564684658759,23.65677297786116,18.439466748148547,0.5842259381535218,0.578959466708486,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6615884762975863,16.54537393912729,10.38556829401273,0.8133808925638161,0.807304171746854,4.0,0.3367981550323291,23.304212597232823,18.232518715600328,0.5970211658361779,0.592963155473928,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6638204339429354,16.526816390924076,10.377642649313112,0.8147517622067353,0.808418054260223,3.0,0.3067094197529773,23.62024362450897,18.322767387741187,0.5799741409612729,0.5754689753903611,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6626230598242859,16.49829961432734,10.327389507467895,0.8140166214073012,0.8078387591258038,1.0,0.3235165414066204,23.658696779258403,18.41943631259268,0.5887213830460254,0.5836013275256529,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6649031486454826,16.47666210309449,10.326238841724129,0.8154159360174321,0.8091384927487754,0.0,0.3138689176776861,23.63273849546629,18.41253106232753,0.582708350186992,0.5803964878651846,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6608448600006798,16.546949118127856,10.412292263933349,0.8129236506216265,0.8063970151675581,2.0,0.3300554461957706,23.505997463399485,18.2851267502541,0.5940259063297969,0.5907760362490245,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6639456995107167,16.530688598713684,10.390572867958037,0.814828636407288,0.8085722566698241,1.0,0.3053627169227061,23.598675970838755,18.303558278812496,0.5769153849097376,0.5731486622623861,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6658481201123123,16.459644393296358,10.30708752074625,0.8159951734357631,0.8101242943580161,0.0,0.3146988361143422,23.582465056959503,18.28839360736701,0.5835258340596241,0.5789834338367026,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6646012199501508,16.519785518988602,10.369590988510788,0.815230779301758,0.8091336261717098,3.0,0.3108879487621763,23.475508209593663,18.31826385576432,0.5799288594043155,0.5748156128259717,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.662246439741623,16.53903048324635,10.369016923831612,0.8137852558495446,0.807930144559789,4.0,0.3250329125594831,23.452201137060445,18.18993849440795,0.5907487723188779,0.5843759311015602,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6368797633743506,17.118994145816615,12.19602338390395,0.7994060182457146,0.7940951182190471,1.0,0.3765464282764241,22.697906295469128,17.81288005607166,0.6198073596905265,0.6161499623949952,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6390707855403406,17.088019528461558,12.16220758220806,0.800687965931348,0.7950748374451708,0.0,0.3763778329357031,22.58497757503664,17.623257557566912,0.6190767087479776,0.6153950785194078,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6353374672158745,17.187164643417404,12.311089768281184,0.7986923110416444,0.7936029760397719,4.0,0.3683568687460926,22.67970615812366,17.815914487479994,0.6133520667894603,0.6101661426536535,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6380008935490153,17.15610317680402,12.27601120517328,0.8002402103998941,0.7949690832245176,2.0,0.3595470610475565,22.66733495258225,17.72514913536532,0.6075323417074583,0.6033457543641999,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6391621756747063,17.100975165891295,12.180169703308543,0.8008719648254508,0.7952376075254096,3.0,0.3849674004655492,22.358074895027503,17.40422483991477,0.6257641580027804,0.6247763799163238,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.71745021822222,15.15181863640902,8.75554114396296,0.84702433159624,0.8422776373263366,2.0,0.3139238868883567,23.49240622441763,18.20438726728277,0.5916489404981613,0.5900457550136853,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7170599193679414,15.162839868839306,8.768025305522357,0.8467939061314743,0.8422567860288134,0.0,0.314104114198819,23.480547041007263,18.17277028246654,0.5937515551520328,0.5902104557364264,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7191403288895347,15.092775520155795,8.753066100205917,0.8480214201135042,0.8434779068516606,1.0,0.2880147954414911,24.02069253118972,18.36526059927696,0.5769331931311608,0.5726970486012156,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.716596853551419,15.170931873742582,8.843226064342467,0.846520438998805,0.8418648849331872,3.0,0.2977125853596933,23.7937022624821,18.251148337633595,0.5806704508681595,0.5782279715160875,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7193589593526954,15.077501956688344,8.70375594543009,0.8481503165381359,0.8435399872282782,4.0,0.3060158295668644,23.768596301498008,18.274474689718133,0.5881579134249899,0.588058944304494,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7148371985422135,15.216028364114996,8.814274841031597,0.8454804543203109,0.8407086830423474,1.0,0.3158585022871262,23.49326511677568,18.13756585344699,0.5949220701031142,0.5921985465409606,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7222646398192445,15.023330618701827,8.679596700760381,0.8498615416191875,0.8457170024457256,0.0,0.2814658751748008,24.03588450113896,18.47824953510129,0.571512317233716,0.5683151959012953,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7212539464785188,15.04490147303368,8.676357046176939,0.8492667110815547,0.8449508240838625,4.0,0.2771070648785934,24.145497151541186,18.595671387489723,0.5721482008160101,0.566982575852107,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.715780877853406,15.14747916492942,8.775727594353548,0.846038343080284,0.8415991456109593,2.0,0.330735978669201,23.50437941079405,18.20146283590044,0.600356177590128,0.5976432493429666,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7209720012691596,15.034299081428282,8.68925515416811,0.8491007015410948,0.8445370687311738,3.0,0.3038772864354216,23.8095454165352,18.33606099891996,0.5854644677879758,0.5836399154503166,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.718829320737294,15.087502342748492,8.714211378137252,0.8478380298161472,0.8435452520449886,4.0,0.3119119823242015,23.69871752879196,18.333561192655427,0.5935294960078439,0.5927778496975458,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7198699172978799,15.09377336462115,8.744757784144475,0.8484514837184778,0.8439254743010417,3.0,0.3024529971103461,23.6435000906732,18.207127370556243,0.5898248867616662,0.5884566198925346,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7158920476539908,15.19285898594904,8.784350351843953,0.8461040428313988,0.8417875721302789,2.0,0.3041960129059861,23.664093684781875,18.401667152385947,0.5884485502315601,0.5839756771991593,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7151724809911413,15.214031814406464,8.818974557973034,0.8456787128634041,0.8411141285972247,0.0,0.3122872786465152,23.51223576866356,18.236321367494856,0.5979621417927341,0.5950891808171564,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7124196846164239,15.27071478329924,8.870859664393326,0.8440495760401566,0.8394682489136504,1.0,0.3233564241052343,23.42658567667075,18.17799820667064,0.596896309604287,0.5921062179028377,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7177427779076256,15.141156317564509,8.774419896860016,0.8471970125140581,0.8426268308489838,4.0,0.3136382829532919,23.51650527651824,18.125273367360982,0.5906024826928951,0.5890626817187439,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7201061363145078,15.048149567810391,8.710718502477723,0.8485906765986652,0.8441314604554128,3.0,0.2937713949755577,24.041619921758368,18.494982701583865,0.5790732581842468,0.5761923587748382,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7204111729199212,15.051369864972129,8.693185515062433,0.8487703888781126,0.8441424731989065,0.0,0.2903070040438146,24.020302401401,18.521010665284777,0.5784970596633912,0.5758959927701972,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7188717493210532,15.133282056740324,8.755981136293483,0.8478630487371364,0.8436823818459178,2.0,0.3000487389002375,23.605507528206125,18.2770249116377,0.5840755229989534,0.576707126940203,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7156758717617302,15.177838684583532,8.778583201253818,0.8459762832632205,0.8412686032205943,1.0,0.3144756830872691,23.61682202275285,18.32154124188957,0.5931677222542793,0.5906317621463486,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7205835136504994,15.02557053015393,8.694806230579918,0.848871906554099,0.8444227152387696,0.0,0.2919741217667408,24.13328279955597,18.658070626368623,0.5765486598533441,0.5732171748339807,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7171873931843546,15.122211690840796,8.767868097975661,0.8468691713043225,0.8421582345230211,1.0,0.3127459742982253,23.727662068684666,18.226682932000664,0.5943517149800746,0.5891599706950458,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7195730746223847,15.034585338526774,8.676639118190213,0.84827653200568,0.8437103306631231,2.0,0.2970074569035082,24.149785894094368,18.6768274619721,0.5805949027428694,0.5755266443851101,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7167284744120948,15.153592556369595,8.789553656753565,0.8465981777246961,0.8417333456145633,4.0,0.3137487078846236,23.606298258736786,18.06753078304443,0.5921197396919413,0.5885671648879203,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7189579257208825,15.079521507123989,8.734247965262675,0.8479138669730009,0.8434139413758658,3.0,0.3130271833234046,23.70684342855257,18.16875352588715,0.5903222631630689,0.5878646684029938,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7186140984019875,15.137746428221352,8.869495470772119,0.8477139167964695,0.8430019959542028,0.0,0.3060520297774399,23.519519695269924,18.074412590114868,0.5922462680664712,0.5923090418378261,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7172872816055558,15.13653614711192,8.862816363525363,0.8469306674375097,0.8424593651243437,2.0,0.3295839853637295,23.33273685258343,18.1402677245398,0.604381453296014,0.602068746358922,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7139756990650526,15.22095306870653,8.928424596843257,0.8449736183840847,0.8400607548474107,3.0,0.33894447204359,23.20029797685672,17.904162176490154,0.6101542808674654,0.6061927835967529,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7170399834126272,15.116852373650396,8.880118743796958,0.846784231325467,0.8422870247027145,4.0,0.3292021725949527,23.513310263624803,18.08084730532656,0.6055108673038969,0.6030397280215348,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7164342545475701,15.137099793171036,8.893792447007623,0.8464270493449074,0.8420092125192211,1.0,0.3201987919636148,23.64447942917612,18.21839476538577,0.5964892933763041,0.5944784947980027,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7190441956475189,15.098486485988571,8.737538690195121,0.8479647373205859,0.8433417838571047,2.0,0.2925010015222368,23.923931157580697,18.470392918433458,0.5756745828811575,0.5742488229128409,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7144494162930071,15.233751309771458,8.833871645510364,0.8452510966524758,0.840262751060625,3.0,0.291046418843899,23.866578866816766,18.453498056580703,0.5798822533252153,0.576498418734172,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7179898232227913,15.108874449568573,8.742072127121423,0.8473428015335621,0.8424001456449314,0.0,0.3087133175126638,23.760078828489945,18.43712882620484,0.5879468521814059,0.5876101635268844,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7174722539362891,15.147301300592392,8.75654973177213,0.8470373392236227,0.8424810153921084,1.0,0.3196966735145979,23.41728660552408,18.178678745895294,0.5950441563747486,0.5929719597342323,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7169746088666626,15.144261791838996,8.777468302856715,0.8467435319844443,0.8420635895486369,4.0,0.3132308056875468,23.631276994234195,18.15302057304908,0.5929789945428633,0.5912340989418398,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7138425081647347,15.229500171127471,8.819878717429962,0.8448920098072412,0.8401737300425682,2.0,0.321107677019778,23.486378330970737,18.214667963347463,0.596168659882692,0.593431930024174,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7162203301258123,15.180633561992728,8.810778010017229,0.8462980150190906,0.8418568888233887,3.0,0.2996289245919364,23.76021616500512,18.39836941679433,0.5801533453969152,0.5775623517691513,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.717620873171721,15.139955470986225,8.74773468892318,0.8471250635359796,0.8427434234938754,4.0,0.3060178200906104,23.67365293428263,18.337657437086992,0.5843817263977166,0.5827228570660498,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7145111135804365,15.208384668549638,8.829011081239518,0.8452875922787121,0.8406441799118857,1.0,0.3111858577229367,23.67795007762699,18.300312964655824,0.5897178795601448,0.5873273779015792,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7174779304279448,15.171453160070891,8.799497070417491,0.8470406900031103,0.8424634511476984,0.0,0.2934808258520484,23.70982991210032,18.41188204691789,0.5784160680617831,0.5748034962126143,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6812799849929922,16.107689942721056,11.219389626836309,0.8265959723279748,0.8226547864961014,0.0,0.359747206917716,22.608640035521645,17.631275263463408,0.6142193600326278,0.6081441959196068,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6759177414694841,16.201096222855664,11.327899975441436,0.8234568202790471,0.8190704899040511,1.0,0.3681075172014142,22.692010345730264,17.639360187182007,0.618340996207049,0.6149641908419595,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6800901449644814,16.119640061386892,11.256516387095315,0.825941792997828,0.8221146983778904,3.0,0.3552108205255364,22.790885537242776,17.62115104786676,0.6104247349860614,0.6062843890676357,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6751381364975547,16.208664506262867,11.318931023350505,0.8228637757849289,0.8181927991014142,2.0,0.3699292583257424,22.726052790058628,17.793313435717554,0.6183746034222859,0.6161675516983441,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6801810123736277,16.088771132617456,11.206306010128271,0.825925918340768,0.8214448583302296,4.0,0.3519830693284922,23.00928156414896,17.920049108027147,0.6087770288286435,0.606252669670733,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.66136883801391,16.599074591921294,10.467390004091293,0.8132458657320409,0.8068309187080431,3.0,0.272981775612403,24.11560369736884,18.84377256645293,0.5578577436158711,0.552404897860083,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.656981473627904,16.69059203213218,10.592863053605363,0.8105439369516835,0.8038584758780162,2.0,0.2930750011421315,23.863697140891635,18.576430651096025,0.571189594358664,0.5687714661461116,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6610779048351023,16.594299786273154,10.466299322170148,0.8130669744390193,0.8067956566483584,4.0,0.2986387021066421,23.755987200827903,18.57101254979888,0.5736252661968764,0.5702565865654906,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6631466400266057,16.561566393807798,10.452774407760472,0.8143381608114071,0.8080620547655909,0.0,0.2929613362132616,23.74594254765997,18.488376256999505,0.5733105725506349,0.5712961933955433,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6557557735325881,16.708590772867865,10.569974665519814,0.8097874867160557,0.8030173867955174,1.0,0.3113674516604703,23.6272366018556,18.505628191216854,0.5834388532660661,0.5810115405533919,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6581866406728236,16.60075266125697,10.497239370395308,0.8112870273435385,0.8045261021765397,0.0,0.2851742547421729,24.35151806113237,19.078516167555755,0.5650601250796075,0.5634556142939191,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6588186969802845,16.66369044581363,10.52614657813596,0.8116764731616353,0.8051823310747707,4.0,0.3022227662195738,23.61139452602555,18.55913245884114,0.5766188474406926,0.5719581805329607,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6620927905945873,16.58356721290316,10.480447700996145,0.8136908446626693,0.8074821078438378,3.0,0.2740347593222529,24.08544502876457,18.69376133130609,0.5560796031814814,0.5529743186743064,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6574820974178476,16.675417184190934,10.56165414160646,0.8108526977898671,0.8048033336641212,2.0,0.2853076051277005,24.01957269260555,18.59178350035989,0.5629256753762988,0.5581796111253956,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6593110529903825,16.638968027647678,10.530640298404458,0.8119797122261802,0.8051868645743978,1.0,0.2885342806474771,23.91648057806881,18.60651561111328,0.5688132757292029,0.5672070092083408,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6601197620144545,16.608669977702483,10.50715906608831,0.81247754562102,0.8060030326112061,0.0,0.2999047483066888,23.78631171903097,18.58398074595484,0.5753923130938705,0.5738289726086503,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6611061612960043,16.59617014216109,10.496994656726075,0.8130843507356759,0.8071000023508322,4.0,0.293424659397979,23.82823555741763,18.63021790282328,0.5702781972594135,0.5686590025624072,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6592419053663887,16.621663976686673,10.514383409605836,0.8119371314820161,0.8052964624745901,1.0,0.3056215748372821,23.737307691027,18.41092452021996,0.5793504314289406,0.5776241552697494,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6569914599753028,16.693549886789427,10.551188779128989,0.8105500971970682,0.804035707697572,3.0,0.3089904928451867,23.575534808029243,18.46052477544038,0.5801694962873325,0.5794502460035333,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6588032365735866,16.659213841882934,10.491978068300766,0.8116669493579695,0.8054055831110425,2.0,0.3093809477298066,23.51981206776873,18.435928041372712,0.5865287639018291,0.5830533887783138,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6579566559997991,16.61029153029597,10.505249839143229,0.8111452743405514,0.8041500643125609,1.0,0.3087434599968147,23.923237523399195,18.63690022412194,0.5786981930696962,0.5770594701118646,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6608270415274191,16.57505877941303,10.4862955099441,0.8129126900348168,0.8063856466006518,0.0,0.2916673253828711,24.0204387490016,18.73749463507855,0.5681501872435284,0.5671609393625587,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6597172132479779,16.64621973852409,10.535470331906875,0.8122297786637696,0.8056672008642629,4.0,0.2939645038062709,23.72684185775164,18.5085858473872,0.5717223234082837,0.566949923219685,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.662753268212697,16.567526847227843,10.422175444320914,0.8140965964212239,0.8078967821989628,2.0,0.2944130445794622,23.74284009301064,18.534486321689563,0.5706771450740509,0.5674429425401225,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6585007942061926,16.612156202837355,10.513647283184657,0.8114806185751609,0.8053472856118697,3.0,0.2868823025219539,24.213099963425663,18.909887707448263,0.5644093426079901,0.559701215636581,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6589364519119927,16.627674162539737,10.53873440288052,0.8117490080129299,0.8053064966054078,2.0,0.2974067141058514,23.882272354945,18.36537744320896,0.571682055111332,0.5694444742811875,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6586088972260891,16.608061639081015,10.507120888234256,0.8115472243203085,0.8050816237624759,3.0,0.302217961666435,23.960829792493,18.717070876624387,0.5741005980852056,0.5676161982136315,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6566852799257294,16.657900065073754,10.530936622269628,0.8103612034156212,0.8039025852750071,4.0,0.3092734236192079,23.82024365520112,18.641901030662083,0.5793938357957562,0.5715163090967504,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6601552683714084,16.585655358071737,10.470720637171386,0.8124993959714406,0.8060967384769042,1.0,0.2829328589728862,24.200753936306867,18.885126791511937,0.564122371230576,0.5596919728282337,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6584743659027423,16.643818852815517,10.511013477848833,0.8114643343830493,0.8050248887387869,0.0,0.2919090618353617,23.95104894154134,18.67578775131072,0.5675427797512149,0.5664104540436962,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6595744945267785,16.603863003283887,10.517892126607382,0.8121420974886223,0.8057637116452698,4.0,0.3100223119199964,23.716807452263307,18.59410174339348,0.5815906844157086,0.5792775292702406,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6594964053160975,16.62246683300692,10.563985979999778,0.8120940803765312,0.805637666870609,3.0,0.3149925994902423,23.531518351411435,18.241932717826582,0.5872924297559152,0.583052693202266,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6601658597805539,16.587984893345464,10.523580239002117,0.8125060953332349,0.8062256835423598,2.0,0.2997768022175305,23.901297164744093,18.55666137795834,0.5772417786344185,0.5756796742809762,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6551688976709023,16.73746123363577,10.645848852381132,0.80942525270397,0.8027606535458607,1.0,0.3284066099915796,23.25066975776173,18.091753150282543,0.5945925352038612,0.5920427770382266,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6608321056727702,16.583233923827727,10.502042982148852,0.8129159889490433,0.8067415997204246,0.0,0.3035746890528928,23.76882042214717,18.5985186276345,0.5779035478721197,0.5769339917876211,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6582888365236714,16.646067217350776,10.518400594405108,0.8113500087072787,0.8053119462593759,3.0,0.2920249517993148,23.96204843933027,18.755490657956955,0.5681138472681664,0.5632325309207772,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6591381423787683,16.558869765926186,10.464224024117897,0.8118732305613594,0.8051517181004183,0.0,0.3043168307006145,24.129493195331182,18.81233130723392,0.5737927222891921,0.573110628886936,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6584536275455504,16.599937087616222,10.483973421128484,0.8114515559412809,0.804902962722463,1.0,0.3056810179020304,23.968831866120578,18.75629134403408,0.5749774632699516,0.575342606764434,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6572921195834078,16.630114234426497,10.495413796274258,0.8107355423739632,0.8040560574250255,2.0,0.316544312661416,23.76940153948973,18.72082651911162,0.5832251722066759,0.5798526954757859,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6576971762649273,16.64162359988826,10.529265753518732,0.8109853120538116,0.8042442509466187,4.0,0.2960589600911643,23.993601549775587,18.7605985064606,0.573359000208389,0.5702327944701591,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6582323146101694,16.681474236665437,10.54295416577034,0.8113151759271341,0.8048347196345352,3.0,0.3003524705227786,23.624601637951475,18.50587609494311,0.5730182221857472,0.5719157892031723,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6607217654769024,16.558044174860303,10.464231188930228,0.8128479350710872,0.8061744718812306,0.0,0.2853423828849377,24.239798878016536,18.814664308503545,0.5651106064002791,0.5636718892715189,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6568645635936948,16.676580307170596,10.56007191265916,0.8104718154571801,0.8037873902199761,4.0,0.3140120043676396,23.60819364051339,18.45133984060392,0.5829156692764556,0.5786947297348389,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.660872471220368,16.615591400772285,10.501581902115364,0.8129406321027941,0.8067816967317141,2.0,0.2892927446341506,23.818119211775063,18.493700811655344,0.5677391672697691,0.5648278488408743,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6575971944141872,16.664546054816277,10.561942431922324,0.8109236674914613,0.804457430665838,1.0,0.3101949347518037,23.64319473803325,18.45449138908605,0.5814378439106729,0.577817223205587,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6338157137689719,17.254129156769185,12.12908729518813,0.7969527888961492,0.7909543949859404,0.0,0.3382447056206128,23.04618768802852,18.18573805362617,0.5953506029330489,0.5908855748657738,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6385645342434407,17.123206459998297,12.06078218035722,0.7999207749874444,0.7947644009555117,3.0,0.3295557672141197,23.29909916996446,18.29200607809023,0.5881378740038198,0.5788322342663218,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.637284584334613,17.17853035538936,12.163739585170186,0.7992300350240201,0.7934648996419437,2.0,0.3128775725127136,23.447974862618395,18.37084200974809,0.576727658337427,0.573082129313883,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6379170866801038,17.119174080840807,11.990987259608108,0.7994636470174035,0.793259865270776,4.0,0.3467181789213855,23.102898133477925,18.21041746236901,0.599907557965409,0.5980402361705821,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6338124339005321,17.24715130204476,12.18183716513292,0.7969375181938007,0.7913397077608475,1.0,0.3338744322999781,23.16047801784759,18.225488004037487,0.5908119068325662,0.5849300035604014,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4085873624853807,21.91426052786798,17.160017987451024,0.6392083874013785,0.6179561351483024,4.0,0.2370978571574433,24.802021549235626,19.9714182382511,0.5033812277904911,0.4951317210346292,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4029431636478543,22.02225952410077,17.28525313077437,0.6347780428451493,0.6129433227504993,3.0,0.2595161552575239,24.421014736130527,19.56467787727699,0.5233009359365024,0.5140961382385633,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4086822936626286,21.927875043472586,17.159517617249183,0.639282639911798,0.6185909939350012,2.0,0.2446717430124039,24.61184433601397,19.7122172864058,0.5146394936217655,0.5034409690132244,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4064136407384904,21.93619355323377,17.180138142501878,0.637505796658254,0.6158926178679003,1.0,0.2573448770239834,24.55120085361224,19.77322702383697,0.5195304674988872,0.5126967388156387,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.407438370298007,21.87928658261453,17.156251310988463,0.6383089928317642,0.615890048889485,0.0,0.2466740127684481,24.89606747445665,20.00958531885352,0.5125712414731407,0.5075154742259654,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4087329906731181,21.898433929360937,17.138981227245438,0.6393222901639651,0.6189318337635615,3.0,0.2356716955692528,24.8886172460572,20.00404895082581,0.5053943719279277,0.493379592765791,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4085179616465082,21.885485507890618,17.143363441938785,0.6391540985440477,0.6180272001446194,2.0,0.2412077085001572,24.86971528447372,20.005187216754774,0.5075017450169275,0.4986301197477297,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4074175791836543,21.87215758814887,17.128435938314457,0.6382927065324391,0.6173007842597577,0.0,0.2461446211238172,24.9431363517103,20.0796198224589,0.5109236594980883,0.4997988433171949,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4070380106287078,21.92520741112851,17.162484147538493,0.6379953061433234,0.6170538247265711,1.0,0.2506029473182101,24.66265869706791,19.89787734680807,0.5135277302808923,0.5024331771617186,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4071166886070294,21.93095564636152,17.178561214572685,0.6380569634785377,0.6170339472790249,4.0,0.2388122352013076,24.82570813436405,19.9391008612127,0.5081234691613334,0.4988671942552679,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4099761108025053,21.864299190838867,17.11323066624393,0.6402937692833591,0.6197709320791606,4.0,0.2291439117100475,25.03862694575547,20.13999323206288,0.5003328094294129,0.4897201064160772,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4075756420240569,21.88014070069877,17.120378178249666,0.638416511475015,0.6173301305960394,3.0,0.2504010968144944,24.824438848643663,20.00465867937941,0.5167708902615531,0.5082237449675568,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4083171000980806,21.90693385783253,17.167084232588792,0.6389969485531587,0.6179057503343058,2.0,0.2386128172550012,24.83714289167155,19.92414332319229,0.5059193157303411,0.5000766900076085,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4049676071931827,21.964641978747945,17.20341198683363,0.6363706524862787,0.6150495015498505,1.0,0.2549085375782935,24.588753182426696,19.79073890270725,0.5199064846830183,0.5122351705342724,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4044210215075284,21.97289105443224,17.23277247505639,0.6359410519991522,0.6145931649299571,0.0,0.2591369886528694,24.52554362267143,19.75136723384766,0.5221050515494843,0.5126591847774405,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4039311371887116,21.968128829021147,17.253847757813478,0.6355557703533101,0.6143339847435919,2.0,0.2581762637655571,24.604340216576382,19.667357012625565,0.5221167699345703,0.5142793865160996,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4107227422297657,21.86282116164925,17.135408589704998,0.640876542137203,0.6206883397139344,3.0,0.2265950973247201,25.026746332160176,19.94655575798897,0.4973067525196233,0.4856473645400142,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4046561158350765,21.945869519921583,17.19571022955326,0.6361258647999929,0.6150298823687484,0.0,0.2628215315485931,24.56633501635673,19.85666778410891,0.5232190742252096,0.5133923180419658,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4101612967447965,21.87667352457581,17.123680933291393,0.6404383629788968,0.6186000982877224,1.0,0.232563727895269,24.91760516992992,20.008331140106733,0.5032961529490527,0.4947133213068538,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4070891812393121,21.873855248338465,17.15924063879324,0.6380354075371961,0.6170072293111456,4.0,0.2579432450917204,24.767612260683062,19.907610654177404,0.5194210903773077,0.5111672876774439,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4048972543030654,21.937865499487103,17.208976236541083,0.636315373325399,0.6152473243604684,2.0,0.2574713000154737,24.67020491607065,19.851444068854025,0.5208239717373058,0.5109847831961342,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4063657243678714,21.98796239125501,17.241089012779515,0.6374682144166035,0.6161227646669569,3.0,0.2388254822718591,24.628605984698066,19.63725880866325,0.507601234925017,0.5002593591686506,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4067566664782901,21.92653284644712,17.19016265593304,0.6377747772618949,0.6165797179418374,0.0,0.2429396899386072,24.80749513045537,19.83756052013128,0.5103458221139207,0.5020051496296651,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.408681834093216,21.87115003895425,17.14550333066535,0.6392822804693015,0.6193259564250572,1.0,0.2373984650743058,24.987993120773627,19.96450209699162,0.5067609616990083,0.4913095033016665,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4077494647362072,21.962855740160148,17.229638117275595,0.6385526327273289,0.6174839022777048,4.0,0.2379468713897726,24.64028162410461,19.701445777446185,0.5069757075775831,0.4975407283149378,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4085739483754147,21.89279938936402,17.140945560595288,0.639197894671211,0.6176443432877387,4.0,0.2345279099509315,24.946001965485618,19.976457857827,0.5050960394478206,0.5002596135471149,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4070421501792545,21.875110087530555,17.131759970527252,0.6379985504190634,0.6168260070790151,0.0,0.2522191492173939,24.86121633302919,20.00871895449105,0.5161685778776748,0.5071159128820572,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4055579789706063,21.9110923266926,17.169732377930565,0.6368343419521678,0.6152523768875149,1.0,0.2582134534460245,24.721843094089213,19.96765557410693,0.5210589805525969,0.5120902397291787,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4053233544180473,21.939331230595617,17.19483865332501,0.6366501037390789,0.6151743907772619,3.0,0.2584857819108684,24.61323922645245,19.812102527303395,0.5219553803079533,0.514246366463827,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4070115020175812,21.87700451031628,17.166346020625973,0.6379745310316726,0.6164574785406189,2.0,0.2510872785302058,24.857138983310115,19.994735032227084,0.5151416336096406,0.5066331091074707,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.40604784284849,21.98300731742911,17.226655086185374,0.6372188343747095,0.615963454881457,3.0,0.2537382871756709,24.4354734239668,19.650954151929486,0.5187248356255807,0.5105612170160265,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4060126912174318,21.916114592596266,17.16060366755805,0.6371912517077125,0.6166079270716945,2.0,0.2496593352939317,24.805845216327167,20.000051391263995,0.5130663833693173,0.5036648290904755,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4049694350983567,21.94614997032328,17.211876224998193,0.6363720885841716,0.6153392279907005,1.0,0.2581010598226705,24.61820244104732,19.70947795824318,0.5218603625595735,0.5092672049668132,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.40756651753337,21.908467681047025,17.17515835347511,0.6384093651954929,0.6166943526294073,0.0,0.2478070414041552,24.74229101127268,19.803242043382745,0.5130634555201398,0.5076660212294831,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4083868333396653,21.85061030772992,17.123901391744955,0.6390515107379595,0.6177820721709567,4.0,0.2347959954236732,25.14805661542001,20.27223597704091,0.5029207726823718,0.4949276874745856,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4106896193308241,21.902411112696363,17.155108539706234,0.6408506997441741,0.6204018694660327,1.0,0.2249320636229159,24.87740033392988,19.98659204703847,0.4971257905088965,0.4842481872401322,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4099193528609123,21.8899307624982,17.14346887850021,0.6402494458322486,0.6190917833958902,4.0,0.2355344991377558,24.82885040881684,19.905436389947447,0.5052949570417752,0.4980212004685159,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4051170866563038,21.95715064676308,17.23375814901306,0.6364880884113283,0.6149704924941862,3.0,0.2550701704336918,24.605834782801725,19.755043382679816,0.5176818918119004,0.5096408975453661,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.407935850635935,21.859721615705933,17.129063804948956,0.6386985601007755,0.6173592734961237,0.0,0.2384234262590148,25.084363284504047,20.16700290989564,0.5053998639813317,0.4979288944452369,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4036744193533604,21.9832162270077,17.228801227237156,0.6353537749806868,0.6143109293675723,2.0,0.2608989708248028,24.511662034376407,19.771583916359223,0.5241458373373586,0.5140046485404179,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4029592575827421,21.96297366507284,17.342711732625304,0.6348475449143185,0.6131818355765833,2.0,0.2715394442925557,24.479126549884068,19.71417952039638,0.5295830585287293,0.5207774206047313,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4068546824410266,21.96189344191203,17.325148092346808,0.6379276850727532,0.617179780535449,3.0,0.248348758094722,24.55165766107968,19.72469730344486,0.5129481286766926,0.5019191906659953,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4055620813841261,21.886872123464016,17.22973956431611,0.6368983588266145,0.6162112564335308,4.0,0.2639016233870055,24.73241391486347,20.00100571579142,0.5237372811736202,0.5138008821069816,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4043454989325844,21.97251148123877,17.341977631826584,0.6359397800623674,0.6145807998741677,1.0,0.2646750887425332,24.433013030146995,19.565132924741537,0.5258245234169402,0.5167417283929171,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4051176446437345,21.968338829860347,17.333564984849787,0.6365431477172442,0.6154158182614039,0.0,0.2616384090519336,24.44809550620621,19.649920423782586,0.5234054466376876,0.5153396303700799,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.26292204152032,24.394499069858213,19.87508199425476,0.5127592432802779,0.485364222091428,0.0,0.1663628537348217,26.227167543240288,21.48424318688605,0.4204713456912136,0.403337084769748,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2641883382055904,24.448738006924327,19.94360251941252,0.5139925468838354,0.4846870985150487,3.0,0.1653845287780736,25.922560206640387,21.21611906000744,0.4181228006230096,0.4090650779934702,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2602586467418203,24.49724371862533,19.979880041134017,0.5101555123548563,0.4824401937898228,4.0,0.1849155709692588,25.688087647089134,21.103771947509287,0.4373085739588077,0.420045513102282,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2579755910361033,24.503883064114408,19.96696713525189,0.507912975890801,0.4809456665747054,1.0,0.1932310448331561,25.68683673889605,21.21717247455136,0.444747528868316,0.4252946954339529,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2582619161486883,24.51841313080537,20.012357024473086,0.5081947620683667,0.4811234715649948,2.0,0.1884681218436807,25.68172507360047,21.08472948776576,0.4383192625843387,0.4210498125993441,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2627720831917983,24.460775687832943,19.93077438666431,0.512612995577363,0.4837650002683398,1.0,0.1719151054619399,25.870408136553145,21.29609778802967,0.4236335378237442,0.4142071226242653,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2592196839275186,24.52476612297905,20.0226880501483,0.5091362135682973,0.4822671027776958,3.0,0.1849717247737655,25.64349958537629,21.05998658542524,0.4366048205253753,0.4195007396896769,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2644164895213423,24.44301584455587,19.93278333645026,0.5142144392763962,0.4869067245224541,2.0,0.1664231351468813,25.91402888121641,21.23607469725581,0.4186472038873874,0.4025123817160885,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2607404863401702,24.518591802557857,19.99992297243952,0.5106275417402621,0.483657525587988,4.0,0.1803847658578009,25.63570164448632,21.091209274288783,0.4333789677215586,0.4122746430243533,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2633882047727811,24.46622025946188,19.94170438601853,0.5132136054429594,0.4842863166037006,0.0,0.1621392794055041,25.95472534998001,21.27833319721355,0.4142300372352129,0.4070407031042279,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2606916976372501,24.449458206322163,19.903781858308392,0.5105797662893532,0.4823821717033784,4.0,0.1705425096587792,26.085504207316625,21.46843391135426,0.4228101718263058,0.4118753485624857,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.265352397337849,24.435340640943394,19.907986538394915,0.5151236719912795,0.4882358491594355,2.0,0.1636598290810766,25.922388348672435,21.28194695024469,0.4167836794560247,0.3969321082057337,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2607104176212764,24.475484528332206,19.951483071819183,0.5105980980909377,0.483162308038414,1.0,0.1780861894174796,25.854548373284505,21.24450076839488,0.4297201549650409,0.4150760246816114,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2622487690744645,24.51869474872804,19.989158671147383,0.5121023034161878,0.4848589560260174,0.0,0.1732278805376763,25.63997132753465,21.045162808219768,0.4280487074723593,0.41130354542538,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2593435972713562,24.52113987169964,19.99882047008772,0.5092578888245909,0.4805980295134865,3.0,0.1847111558188323,25.654180175511726,21.084946607014874,0.4360458318550799,0.4261162570747188,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2610667939597308,24.490491692363847,19.957656334378004,0.5109469581096141,0.4841920972901416,2.0,0.1749538696759146,25.817048822959983,21.260309897505124,0.4270479123982902,0.4082503983450806,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2596052571562133,24.48964522553239,19.990932012595483,0.5095147271643719,0.4825556044869829,3.0,0.1753428810171747,25.91579266861996,21.15520425507397,0.4288665379972486,0.4131269431709576,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2592316585802372,24.509172272383623,19.97709604606304,0.509147973223942,0.4813609891755744,4.0,0.1876726616158252,25.66471159777222,21.16231723162372,0.438443146833556,0.4195077810756855,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.263056720406376,24.402071386441293,19.89317480427553,0.5128905540711284,0.4849557344110852,0.0,0.1597143418325393,26.29005972969197,21.627378402323608,0.409547683673844,0.3995195739704179,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2595620306396847,24.50380238209374,19.993623959201035,0.5094723061003327,0.4824594387839549,1.0,0.1868268086157972,25.677052343578,21.08348609029415,0.4386772500503381,0.4211816197528291,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2606173399294454,24.475418339366936,19.94211032913277,0.5105069440938521,0.4843036783600711,1.0,0.1712172576566319,25.9689156687348,21.34852293669485,0.4241340709273508,0.4051600371163706,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2611827162925224,24.45345973160595,19.92052092650527,0.5110603842262443,0.4835651891018184,0.0,0.1731959427155804,25.98950545348181,21.403422120942725,0.4252853545888163,0.4095508800719102,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2607464102100371,24.51878849996852,20.0079164564652,0.5106333422847866,0.4832479345038164,2.0,0.1733229973178928,25.73973643474884,21.066043454394883,0.4263354606283834,0.4132997217472283,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2606679067868839,24.47244041977492,19.944453350145206,0.5105564678154574,0.4830753552949731,3.0,0.1754308765015014,25.912838157211,21.274646948302166,0.4275394946106492,0.4138170280466365,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.266648022690413,24.43722730810761,19.919732775739995,0.5163797272667427,0.488205826914977,4.0,0.1522100530374441,25.999860481603257,21.380546752695555,0.4044563237694421,0.3961054942024831,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2644738298808772,24.45829167998333,19.93474677360745,0.5142701916008006,0.4867590311186806,4.0,0.1577127174783053,25.98059755638929,21.35140099587455,0.4096217733461995,0.3967870549402894,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2581521306429402,24.519143382937635,19.979069416374266,0.5080867354654823,0.4797463442227654,2.0,0.1924793232913254,25.62307625737236,21.125314971606027,0.4437469243471704,0.4317033487683042,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2628096204235012,24.475915457893667,19.967536336539784,0.5126496079397274,0.4837606515071442,1.0,0.1627516120659798,25.935966484275006,21.173795199397965,0.4187965512289073,0.4090357353138644,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2668537337743846,24.443280569689872,19.921279764825723,0.5165788748136512,0.4894700154186334,3.0,0.1501934576381373,25.988658931568228,21.239597190877163,0.4058468238103344,0.3924081005408809,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2594402250063935,24.45113525424662,19.932108822732506,0.5093527511446725,0.4812305590370225,0.0,0.1822834427858798,25.97883986179793,21.283908854624368,0.4344264679701257,0.4231738236771781,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2572543811087759,24.478210388416343,19.96556864823216,0.5072025050726638,0.4802065858759578,2.0,0.1893461920957115,25.903201509106417,21.28349618997673,0.4400961378435149,0.4259798838349023,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2603252245525794,24.51918786826805,19.994900184586943,0.5102207606475122,0.4830787447549829,0.0,0.179431408032184,25.674883071500066,21.13163505555813,0.4323338877412083,0.4156911133251608,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2615889940276822,24.449293440161227,19.94752921387074,0.5114577148409125,0.4846581414332085,4.0,0.1705109065873767,26.02431447509185,21.35205701172485,0.4223325254211836,0.4046086298011982,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2587152632060321,24.49599359039501,19.96305487663289,0.5086406032242117,0.4812750288451292,3.0,0.1827686115814392,25.83474833920088,21.250744242123226,0.4352729954288445,0.4173825374615332,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2586975181810245,24.518168708910988,19.99361351223361,0.5086231593510405,0.4802245761856402,1.0,0.186263824928516,25.68790253615464,21.13340361687401,0.4382280045434725,0.4223301662523005,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2618583387622324,24.49806406687434,19.96808620127659,0.5117209579477708,0.484097751822685,1.0,0.1731058298595149,25.757928280453253,21.077325537962743,0.4271674619249031,0.411681278627511,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2621791822877221,24.42559640431185,19.905246046978803,0.512034356586103,0.4844903011681769,4.0,0.1755788515414522,25.99636072610336,21.412690925816143,0.4261383920854127,0.4127212606923029,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2624183332126855,24.50211855705388,19.96847823908688,0.5122678335134676,0.4835810639070838,3.0,0.1726863662153316,25.70673135408845,21.16107184383328,0.4241647533565602,0.4147371654308242,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2585893515029861,24.554986740163294,20.019215517051432,0.5085168154047053,0.4802465576999515,2.0,0.1851386354220734,25.55573971640153,20.95507470045262,0.438274817001729,0.4270502130803945,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.257992602972816,24.53698971874253,20.00515033841148,0.5079297225128272,0.4813490835903181,0.0,0.1853321391332628,25.6705493993133,21.13116665449739,0.437443430649126,0.4179294346856291,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2622356992943604,24.4826453586532,19.98861416540733,0.512099007746401,0.4843834755668916,0.0,0.1744086880520812,25.77645517126877,21.1678176073235,0.4274986800498404,0.4108919600256742,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2625811904074058,24.46899097211962,20.00144829514319,0.5124421219825103,0.4848358506977256,1.0,0.1711905319803857,25.860507661079986,21.170793842247715,0.4215397019340489,0.4070665682652296,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2615125577148977,24.504134214019423,19.99297242896049,0.5113937396633903,0.4826572333132509,3.0,0.1729445386346078,25.758446044683204,21.18863960610245,0.4239916452919445,0.413697549124822,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2619499825036521,24.456936760531875,19.96990315194785,0.5118167407593527,0.4845453087539299,4.0,0.1707497406502839,25.96239760133453,21.30302576108869,0.4233088785404463,0.4092623058212689,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2613537020777851,24.420067262596167,19.92037732304293,0.5112364955658922,0.4839154156178132,2.0,0.1760817749327321,26.07526651257273,21.428606082737264,0.4287965780023298,0.4126006702852653,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6832206561237777,16.092859522410873,11.157126577794564,0.8290098218037428,0.8252694089325464,3.0,0.1699340145932985,25.61737599174919,21.173750108389136,0.4175604317852919,0.3988964948826967,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6925766188616117,15.846280075501804,10.986271542662973,0.8345660711039022,0.830394779931418,4.0,0.0891214993485336,26.90212098971876,21.95473345752413,0.3451434338426452,0.3231372958011418,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6741496295459493,16.27930585064276,11.342571808247492,0.8233624389545023,0.816717150697733,0.0,0.081579169721743,26.79878435495697,21.663913659110545,0.3674012087139378,0.363026029211168,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6844162787098944,16.03256101338679,11.084475475177236,0.829768312119683,0.8250685886553012,2.0,0.1122688764733842,26.595315003553274,21.5745443542898,0.3912726169970638,0.3776371063119926,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6709905881811675,16.323289471408696,11.431895526382354,0.8214075453578484,0.8169844704315052,1.0,0.3178052770193602,23.42725120873612,19.536468186297583,0.5738291517773457,0.5714927178823264,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6896786633747127,15.791881787279817,11.107966882925162,0.8328988037905014,0.8313896852939524,1.0,0.1447437822696028,26.23740075460864,21.51688134556152,0.4351285619349597,0.4248492818160092,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6747192456984112,16.281537162767545,11.44885049222363,0.8235778211885073,0.8182016648450047,2.0,0.2397265233580889,24.6135724820526,20.287985196608616,0.4945438163281904,0.4798651455462112,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6860872419232299,15.948156717436731,11.133736297992495,0.8305891639988541,0.827286370839968,3.0,0.2368369374483026,24.89500157651547,20.60249752177837,0.4980564628158811,0.4777327718844508,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6681985918280933,16.298804073985256,11.486619877353307,0.8196839255634919,0.8162462824042683,4.0,0.1815784539162525,26.19125552343315,21.37655880004456,0.4596724319587398,0.4510972999179566,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6784146049826931,16.137779264182623,11.318070685221189,0.8258485049773612,0.8212391348208474,0.0,0.2315199227289278,24.99772593446849,20.677433690743044,0.4890285270179801,0.4781611165549385,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6834693690452989,16.03412237644859,11.157953189124976,0.8290888329401845,0.8261453998855117,0.0,0.2184098048004674,24.965135179280743,20.66149445905808,0.4905174493342807,0.4710575195035994,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6795685379390117,16.002645159164594,11.17612673395454,0.8268742781168325,0.8223652463087111,1.0,0.2848221390030109,24.65832327122918,20.330113744190804,0.5439577657048273,0.5355025133259002,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6884997017791811,15.73164431348254,10.981349775354262,0.8323093463788711,0.8296796796915397,2.0,0.0912611031532757,27.38933604913434,22.45166938882127,0.3792138113540733,0.3542413652594767,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6740382834046641,16.078156023736845,11.199082587801469,0.8235870215080455,0.8198087715946325,3.0,0.1045339764178777,27.557847811907784,22.63761442523584,0.3481506010774524,0.3288351931327468,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6668045461760693,16.206230153753214,11.386452222263737,0.8190328786690959,0.814820183382791,4.0,0.175371359008996,26.862637588165697,21.845861995453024,0.4635402563643326,0.4631562051139139,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6803993204895089,16.241262845694276,11.341697844823187,0.8270159011245654,0.8237738323945701,0.0,0.1888175522314621,24.5796912023606,20.40716811196488,0.4429247935094928,0.4352727123263642,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6684977800390892,16.228138282715726,11.4022266475633,0.8200245744294311,0.8161889658224873,2.0,0.1722168950648415,26.742209475368,21.738753199917287,0.4636191224568832,0.4456025630105439,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6910278058169643,15.767621180404468,11.057576951766084,0.833574616076928,0.8309232218190369,3.0,0.1220274816762418,26.815027552866027,22.098813413823954,0.3755997325328871,0.3637101423788574,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6857073016881858,15.89255122519968,11.070590653132928,0.8303034638578735,0.8259547784115344,1.0,0.221992871609198,25.516757648027266,21.25544270220728,0.5040382897503461,0.5015106553518311,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6725749390958693,16.396653511222823,11.459548443402465,0.8223869535899244,0.8161824195203247,4.0,0.1072382026194425,26.19942327118113,21.38769319576497,0.3636234212340172,0.3629479583822778,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6787724365543026,16.309565025941758,11.422708002899512,0.8258448893948678,0.8220939187576086,3.0,0.1569039357380593,25.1450446000437,20.71329816279612,0.4171223317239727,0.4245444012413766,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6945387826889833,15.801558682502494,10.962479958894782,0.835586025780168,0.8322074276426435,4.0,0.2289609279722737,24.65064667215766,20.42304067289871,0.4860050568119142,0.4740253346739191,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6993396370911107,15.559637279543836,10.784117555501089,0.8386237604150661,0.8358219028145629,2.0,0.1637648955374429,25.76433714136137,21.498039864014245,0.4415035654017633,0.4250853550382097,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6865110185753133,15.725075017488413,10.983484380093476,0.8311861538922559,0.8294636347640577,1.0,0.0772765345455462,27.425219065163468,22.57001991598508,0.3927769842184719,0.3854277655475724,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6792778490591844,15.93266220452982,11.139050540013026,0.8267124986923704,0.8220095782309925,0.0,0.0853894682477175,27.985661071580484,22.86610518014921,0.3270886494454617,0.2914154113212568,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.665544366586568,16.457982414879798,11.575969057009642,0.8179129415744661,0.8126873354606567,3.0,0.2984252975042968,23.78882050123933,19.72823999188721,0.5605857279118134,0.5573112599864315,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6912320621734761,15.917631406053577,11.03679990143205,0.8337326277474507,0.8300491674770544,4.0,0.0299146115173714,27.62379949167393,22.502074813223096,0.2715872746988856,0.285826954000546,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6681056666210679,16.36792411045725,11.593822570208175,0.8196695576292957,0.813522264696813,1.0,0.2868629875266013,23.80206314374523,19.52271037782361,0.5409718516156072,0.510136190167522,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6948982298667465,15.89871210262275,11.198971530663242,0.8356761946610797,0.831339211210629,2.0,0.1669981441297987,25.219199761012245,20.75528588447844,0.409137569574563,0.3905881647708774,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6864333515266781,16.071579914511986,11.220756710420336,0.8306489848999321,0.8278896576363655,0.0,0.2072986011001419,24.537171452078866,20.260554632836943,0.4663201477402052,0.466343003336491,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6760124780302261,16.273928003751905,11.372365775272812,0.8241324257142646,0.8206430949883994,1.0,0.2272266219075518,24.479810507269164,20.32557363408678,0.4901141823094294,0.4855516674718894,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6618803686731771,16.328122792780565,11.493388610444212,0.8158197569273615,0.8119476567403453,0.0,0.1607240577775542,27.18160943922351,21.924029631163783,0.4519492051428896,0.4553006127288436,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6786991960634667,16.073389653720707,11.20443093702402,0.826094833483014,0.8202508626472103,2.0,0.1843750835519566,26.073111253772872,21.352579639545297,0.4421663879756771,0.4297095689517671,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6948304833839148,15.814686938397342,11.07817843368317,0.8357934046493047,0.8321847683154141,3.0,0.225003568198174,24.602448183482696,20.12242831302061,0.479791331994493,0.4688873403634587,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.676452973531387,16.167150929256508,11.359031706855,0.8245719506596423,0.8198253069095136,4.0,0.2302613557689758,25.08191743107597,20.70508692750389,0.4843512336636108,0.4727817833873406,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.678538940965193,16.238913865932705,11.385058819171752,0.8258047724091664,0.8218133884134867,1.0,0.2398266433552294,24.3867607136144,20.11204473294437,0.4953039472750324,0.4830152328960537,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6674213108806979,16.336653617211777,11.50601717161648,0.8190226302282291,0.8156493335766196,4.0,0.1562481687143564,26.52417766871618,21.568893019331327,0.4512103169368624,0.4502201435755867,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6589212253876304,16.383398957556363,11.5553718285242,0.8140237181549071,0.8099503783296972,0.0,0.1254082144809711,27.78226717302745,22.281264508926565,0.4199468755499454,0.4153433348214334,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6808216927443462,16.207647472750384,11.256738582706598,0.8272705919572894,0.8235793633849985,3.0,0.1272243691164328,25.925859893415566,21.33678370836263,0.3766693282338137,0.3624225800392456,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6809115407824904,16.036795670085702,11.26346964820848,0.8274927631384605,0.8260139610324516,2.0,0.1026390479193548,26.835750751204497,21.874484432643,0.3866426466636188,0.3655626041477705,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6665438417906735,16.240210070034124,11.42984457712859,0.818730888557518,0.8144469353998738,4.0,0.218684674180196,26.236080083407483,21.280601579733325,0.4803139208877307,0.4743053284994816,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6891220703775309,15.790563712727868,10.89970244047013,0.8325337649490204,0.8277868303054264,1.0,0.0998000243847057,27.37368354079757,22.51865149925201,0.3418493923163105,0.3275157385008329,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6643270287309847,16.31587891651424,11.57438775285773,0.8174721910850826,0.8129456094924079,2.0,0.2012991422399247,26.166738085214146,21.30624858154488,0.4589241426276381,0.4500493261915849,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6832625280198377,15.92855166124463,11.08874397209564,0.829002043912271,0.8248667301681797,3.0,0.2553922119137722,25.00016749603063,20.84636610087959,0.523769338151171,0.5116941613105063,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6920028187291243,15.807728051895312,10.965091564483547,0.8340555931654444,0.8306387928111663,0.0,0.1135704001123734,26.6346537489571,21.967097397095788,0.4117573248484519,0.3937392561887585,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6034693870675236,17.871923186898755,13.037687018136046,0.7789783157444545,0.7722659300481217,4.0,0.1299014690325052,26.44629464547217,22.24002511847557,0.3640082983411018,0.34606075163356,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6249026478771716,17.551194542238846,12.752897868457982,0.7926748102026028,0.7877774165362724,3.0,0.1247791407718882,26.007403552221607,21.742112845599337,0.3780341653368154,0.3566003838796487,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.642242265547909,17.24102524830743,12.432823860024476,0.8037978798027033,0.8008069646071556,2.0,0.0559750156074124,26.60395990265589,22.319013168505546,0.3129932779312501,0.2993453598336132,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6296225469531039,17.402129980446833,12.61277813939821,0.7961444362614769,0.7879801844774067,1.0,0.1655172758128307,25.422505442681707,21.104352837002605,0.415232630424614,0.4004975004801732,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6015797212954654,17.94133762432765,13.11273910579429,0.7777693159991862,0.771141321088999,0.0,0.1234415841823576,26.30573418707054,22.045718102682923,0.3521591321261513,0.3454162667735103,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6350581631477599,17.32177863887057,12.492737405680568,0.7993241638976976,0.7951546855463908,4.0,0.103139310747938,26.31762296921242,21.86589654987304,0.3450802213464427,0.3190318109941792,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.630886512516041,17.35061467172509,12.552408535296628,0.7967238274153466,0.7923216944932457,2.0,0.1535508984949086,25.86943644847331,21.559676088353573,0.3957371987253778,0.3782646384107846,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6280912270490697,17.19444192193894,12.42199872047663,0.7951410144089188,0.7895368530078858,1.0,0.1527547119968693,27.064300428790684,22.77855531551633,0.4097420819494297,0.406970428305855,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.637686089126104,17.24726927919125,12.393155853487103,0.8013077615151365,0.795248378393026,0.0,0.1073426056397239,26.46938498090928,22.105585917229355,0.3307790006517878,0.3096067337285161,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6431438847699431,17.033307391510206,12.260140840761204,0.8046581489657219,0.8012281123066686,3.0,0.0570989118384474,27.325801172756403,22.92060517424636,0.3266569837297869,0.3085072761054534,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6174480102317357,17.689555857968873,12.87864393292064,0.7879303767002486,0.78181045569263,4.0,0.1142618722379232,26.02384631311554,21.69598416236129,0.343224822315237,0.3050022949320021,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6202005442278848,17.64867297754781,12.919352975531185,0.7897262976575083,0.7835879937722217,0.0,0.1008064891279493,26.024125011332057,21.67565403949746,0.3308822621983953,0.296611294610175,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6270355599115023,17.477388014402123,12.66003365492802,0.7942190974111325,0.789446866036054,1.0,0.149599747133819,25.819215389088374,21.3907561291218,0.4058998532039162,0.3728487316814864,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.633094653887081,17.443215937457555,12.721013245201377,0.7981125905487937,0.7933510541361702,3.0,0.0960118755592114,25.891083367475023,21.48241218367557,0.33363019363608,0.3049037408496449,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6601550456963576,16.632524548908467,11.905901619480511,0.8152311703199153,0.8126963217249745,2.0,0.0217240601662946,27.653995016064577,23.19389480908857,0.2526327030017622,0.2212729678247249,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6272220612230794,17.355262726033626,12.742931428262558,0.7943150841107682,0.7889844117390311,2.0,-0.066329906886557,29.51437222041768,24.060940252662053,0.2038455613862645,0.1908046857440671,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6334044079316369,17.10821843081253,12.46644338154336,0.7985463619806688,0.793076891259723,3.0,0.0398033282849962,28.3700430454793,23.52408312858909,0.2978374786349689,0.2776051028004179,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6475470427504868,16.929946037471986,12.16170837207185,0.8073594557011737,0.8049157458877162,1.0,0.060151688242607,27.09056329087572,22.64419883539601,0.3157851339096473,0.3029974979378866,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6293245150878901,17.389326965924667,12.489113439808277,0.7960009458406354,0.7909152922386842,4.0,0.1035273477540529,26.690322898833788,22.35163182964109,0.3222777973547432,0.2961276334439671,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6297260881954352,17.393131816486683,12.607276472026545,0.7962723118553894,0.7877348976400314,0.0,0.1610437150848934,25.545022357422628,21.194980742965072,0.4090942491306081,0.3878535632063095,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6407712823474182,17.108524045558987,12.254839301743006,0.8031872447945938,0.7977574705725926,0.0,0.1420395999774576,26.204178486240203,21.895110732543472,0.3986291852828115,0.3894499521756505,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6475393676412387,16.679316446672217,12.040857001089474,0.8077644657393039,0.8052365625690594,1.0,-0.0140307120939986,28.704530193110788,23.9714834493937,0.2649874121644345,0.239520440817913,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6061489309029608,17.798793186465215,12.961495073191005,0.7807543222109151,0.7744399439180312,2.0,0.1418976164912443,26.403203014610337,22.137559521906624,0.3801882686314229,0.3659663423108099,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6131851424420258,17.67944944957442,12.847092162204223,0.7853880310626966,0.7803076789854261,3.0,0.085891771921158,27.26445981263379,22.89814156133994,0.3101334876679863,0.2919419898620544,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6051293543276621,17.767724261436484,12.923803648279494,0.7801057494709348,0.7740673419761145,4.0,0.1649132927639601,26.56252393642178,22.30235665884019,0.4428921354496105,0.4241857528445533,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6291801363808406,17.317391648668796,12.577166310667687,0.795842787092778,0.7927081148891617,0.0,0.0853715619771317,27.13216578010782,22.532106014847827,0.3631390011577444,0.3468321219446019,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.621164344805755,17.524936205671306,12.708008958122242,0.7904647751031205,0.7858867850432784,4.0,0.1833369052119798,25.717942235471742,21.38248213497068,0.4376567420759098,0.4363189653242676,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.626350166046523,17.482695039215944,12.64913087516957,0.7937799701109125,0.7890476531501234,1.0,0.1531391378385665,25.8213266527576,21.416733713208647,0.4081552876679599,0.3763629993681588,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6194411129598065,17.669451208470285,12.817544401494184,0.7893011441630703,0.7852993031769847,3.0,0.0860375044405866,26.54270992708309,22.118789734389537,0.3697299519796457,0.3664461620817973,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6438615496568034,16.912339804659002,12.103021816734543,0.8053197167648314,0.8012208553477294,2.0,0.082075339108534,27.538836831073727,23.12835143155356,0.3093260630687814,0.2888042510773917,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6329019860403207,17.130602356805166,12.371241990632829,0.798037659343798,0.793514063637987,2.0,0.133377223730061,27.13123060708912,22.617402845628227,0.3836772897358499,0.3741767224553977,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6211380395504302,17.50782850530999,12.71093977007878,0.7903151136656946,0.7851973073502004,1.0,0.1880580360518765,25.72578012670789,21.50418409126583,0.4539563121874947,0.4476446068410991,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6151810076901356,17.430868741519713,12.697861779665116,0.7867884040709093,0.78107397744272,3.0,-0.0008392811359456,29.53235333589929,24.28581982854916,0.261766984147031,0.2513841378735029,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6119456548919011,17.56907095814617,12.689309250756484,0.7847982475898662,0.7760860829134293,4.0,0.154044435775131,26.789882274363137,22.408470484003,0.3980469133530235,0.3915085323663066,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6159242345250662,17.62684077508638,12.775350610102286,0.7870757430035874,0.7819352949455154,0.0,0.0960285684064171,27.16071643694091,22.59307440628649,0.3525923629577184,0.3228292367025865,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6411018129919344,17.118171176051753,12.431528048152831,0.8031267810697992,0.7981219614688916,3.0,0.0894995016117424,26.888653562228072,22.30804472627127,0.3496738965335778,0.3246246621913571,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6326918008407587,17.34509259507216,12.45220276049194,0.7979486551627905,0.7929757239371794,4.0,0.1516666937520152,25.81940623166668,21.590832965935565,0.3978404773880282,0.3967706957544977,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.623305601068624,17.283695702497635,12.50484105453558,0.792376536165126,0.7868564843628961,2.0,0.081265164491657,27.977211804828755,23.107525441068272,0.3271983394446053,0.3135978844342995,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6264016114607356,17.606305950605105,12.887468365332152,0.7934311519981911,0.7875682961660212,1.0,0.0982452777568031,25.792115380575552,21.37961778234638,0.3162227339286003,0.2866460345789361,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.604933330100667,17.93846262464943,13.12638230063949,0.7797345096791698,0.7730956018679013,0.0,0.085007296724443,26.53267655832424,22.01774156165787,0.3095150406437175,0.2960048472281599,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6261862755285045,17.457131454328096,12.65698987856767,0.7937509089609871,0.7851763038343155,3.0,0.1350853980539117,25.917564435987856,21.576147982637085,0.3698244799783071,0.3452310934421015,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6101675258256534,17.770505298089677,12.91737910524038,0.783317664523545,0.7780464647184637,4.0,0.1250298392205051,26.59408900816071,22.123655222791164,0.3772772232125091,0.3643943944605222,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6153167421928208,17.467031187656033,12.85842890142474,0.7869024705254137,0.7810082864702211,2.0,0.118677589523557,27.501039823243417,22.785996550279204,0.3839734346432705,0.3801276191702081,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6254058228288071,17.493124836410416,12.64679503416486,0.7930388311949689,0.7884118757027264,1.0,0.1210656508575657,26.312313818886963,21.82304004132192,0.3778870559633143,0.3510918342440607,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6416170519284433,16.923866683856133,12.077602212700036,0.8038015561460453,0.798318836796875,0.0,0.1312590949312236,27.029213713302312,22.58944398335028,0.3639865402915935,0.35240733175424,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6742203451486626,16.344214120499316,11.531562012752756,0.8235605097209615,0.8182342531096797,2.0,-0.0012350960010869,27.8951529097509,22.561731643014102,0.2720942654684612,0.3177442441001467,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6737376669093442,16.11465029450535,11.423547865814534,0.8235490826460914,0.8200107209078015,4.0,0.0897226138476428,27.6533479193074,22.567555524529084,0.3509313140414576,0.3570902675269961,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6871073617897504,15.962021021785338,11.28204504630624,0.8313148339660282,0.8274818673832035,3.0,0.139116481682223,26.2432976275646,21.74012930403092,0.3864309681100656,0.3651541653583125,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6905076971193143,15.781460459123137,11.012833759851558,0.8337936412317641,0.8301950792970615,1.0,0.0031821308742979,28.565662313844133,23.4617380070708,0.2501355275330635,0.2571400121811741,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6873954005771057,16.070636987494325,11.43793869113548,0.8313596567504946,0.8267647554233368,0.0,0.1375362717209517,25.67330317049145,21.13743457495487,0.3781536745963836,0.3630965669943099,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6577679667060932,16.593399734139037,11.797243736678844,0.8134687833544526,0.8078708778918582,0.0,0.2516528568158714,24.59370277687636,20.5671873524095,0.5099002051854792,0.4946785207623229,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6585632455866672,16.546959531941447,11.750166005549284,0.813917164470048,0.8082790355366904,4.0,0.2651037992218474,24.456043688521994,20.51967133880764,0.5202950034634084,0.5108097141759617,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6557244348447879,16.469914806995785,11.740020491261223,0.8125363621021379,0.8087433007366305,1.0,0.1769306568180592,26.93450881659973,21.756498164504848,0.4597796917744934,0.4645871461962705,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7033794954895068,15.520830266675656,10.873156708151413,0.8413119902574806,0.8390596962865727,3.0,0.0234935284383901,27.71306791853909,23.07413019681875,0.2960227352108266,0.2559829254663906,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6858190319586989,16.063120831666694,11.262868281267508,0.8306070127742708,0.8252572508855225,2.0,-0.0559834940729753,28.761990275506264,23.23433712750717,0.236626249075787,0.2506315506858101,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.677960539795029,16.12940093277074,11.44937648298632,0.8259133679960251,0.8231328054508716,4.0,0.1169971580804536,26.745125346744977,21.92686018146931,0.3699775270699998,0.3618410703906305,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.690317648236016,15.870277536251171,11.132328277396883,0.833563480286065,0.8303166721310888,0.0,0.162781528203063,25.716260062423554,21.251736773368847,0.4349149332642,0.4170528422852491,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6696872197602886,16.385873128362988,11.58284437323299,0.8208699801187693,0.8169449286677221,3.0,0.2727835796029141,24.09182030970561,20.00147697106388,0.5234232208736866,0.5206950457183485,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6703642517019714,16.380423337021686,11.632313265134494,0.8213544752270041,0.818487201834856,1.0,0.181703695652257,25.56183758993214,21.006535027890347,0.4441497095006875,0.4397696807155101,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6907445862228682,15.8752438333711,11.09608256425954,0.8337273894203958,0.8299703376614447,2.0,-0.0589807505042789,29.117883602564525,23.749464878868007,0.203340061038086,0.2167875831271528,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6713734666006861,16.234675294966824,11.612391075423815,0.8219381490644726,0.8182328313346159,4.0,0.157445558685243,26.506739200928195,21.80557042908146,0.4217437373762224,0.4058537309921238,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6785731086265316,16.324916983983414,11.535963379750095,0.8259189097969626,0.8223219209343855,3.0,0.1664759972736127,25.06248190086026,20.937858870601623,0.4194862896734489,0.413082293946312,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6902475885085144,15.890808573643566,11.31149537296134,0.8333983424175273,0.8312250431358158,1.0,0.0943321224618466,26.84490753737316,21.97027584974489,0.3461048238226384,0.3319270365396308,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6728742723431292,16.415189343629695,11.611077085837096,0.8225490575108395,0.8187334591832607,2.0,0.2025505972044893,24.56606494484523,20.566352104078288,0.4787881430364351,0.4806663418231794,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.701544960883314,15.564397859055346,10.9124961402476,0.840096913252597,0.8371395795543055,0.0,0.0421061815600168,27.556315403120465,22.97838835761903,0.3105525213645123,0.2816788066520087,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6562926957535091,16.43546709224837,11.71389345046016,0.8128801046217229,0.8089819234078511,1.0,0.1881164099884105,26.84745845023144,21.78646524382814,0.4601613910588363,0.4517880384445345,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6635642105007402,16.420283050053673,11.626846443886972,0.8172293900920202,0.8114068255457274,2.0,0.2717297671144633,24.80070739398434,20.539273052431,0.5239189382318723,0.5215309738129682,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.67626348663821,16.104560669565647,11.46005596995358,0.8250345023060829,0.8231767125263224,3.0,0.1310287001165309,26.58905442784423,21.55005018927788,0.3940497364978733,0.3672145333945869,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6771869514295272,16.018629728138517,11.28888827729402,0.8257339524492686,0.8210215968166752,4.0,0.26095250741062,25.335681226991028,21.138487411590187,0.5260922581492011,0.5237270001028377,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6744906971205414,16.212564909410336,11.432646790116603,0.8239826047369478,0.8186575993947349,0.0,0.0829432466133232,27.439746963635034,22.34230951357576,0.3498184808322733,0.3302400382974476,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6796781437799726,16.170317429960274,11.352670095113243,0.8268847823421734,0.8210186733807752,1.0,-0.0188602275226064,28.40268574478918,23.03881294323092,0.2612512800826984,0.2595930928775741,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6923681244584101,15.617770314867926,11.055756418028484,0.8350880666696291,0.833380198238218,0.0,0.0680347161838366,27.45980104216333,22.400086209445625,0.3677622091972994,0.3563576113532661,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6923676945777535,15.745010410828028,10.95341091271126,0.8349691367918567,0.8304737530071589,4.0,-0.0143375604090585,28.85101733612468,23.493472947893444,0.2410776571577795,0.2463454698668831,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6758783725499169,16.112301187897078,11.450504721688448,0.824703404631311,0.822197526758099,3.0,0.0803933144713606,27.485552941709685,22.62751658513213,0.3401025118634269,0.3241726255154356,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6648374777737813,16.430461898781726,11.762563851770611,0.8179684330560486,0.8117836025605085,2.0,0.2485554527566597,24.53014698417723,20.24677299288765,0.5012522185333631,0.4812142581635319,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6858643806753235,16.137335592508435,11.372190122268034,0.8303243814786447,0.8277736137350449,0.0,0.1032334360509487,26.02335038830477,21.545085022461524,0.3641226971441107,0.3509623437442239,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6737901514845033,16.29714850529556,11.4150269860417,0.823322116799591,0.8183678775620282,2.0,0.0144129337233058,27.996806205268182,22.503566670332752,0.3369218327779137,0.3303338370929707,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6897278395066717,15.869950067963767,11.156071133929458,0.8327769447041292,0.8285711775037758,4.0,0.1344241528195444,26.446828486275937,21.99968117831636,0.3750098857681011,0.3590307110947791,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6842292952309319,16.096171685466388,11.274640586565996,0.8295394381599929,0.8255240004771727,3.0,-0.0018375292510868,28.10032811725745,22.99687149718753,0.250195606261951,0.2504595948109105,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6607689531118262,16.55497445343453,11.852478631273303,0.8152594836361383,0.8089214720512458,1.0,0.2422092495990437,24.34120012634408,20.037790119010243,0.5005058825193951,0.4782617564247461,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6801348284542941,16.057751317594885,11.37957762420768,0.8271048113753214,0.8249148061727457,3.0,0.0399013022655367,27.76082569792954,22.812420888401032,0.3133931679262433,0.2833663428539938,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6627322728770715,16.52412976213075,11.713199003683904,0.8164521082445213,0.8119369957293927,4.0,0.2992789490918613,23.792694327697905,19.723534284829004,0.5483777103034069,0.5450949890367878,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6876855691338134,15.9866174324618,11.176483896270096,0.8317175565316488,0.8279829617688219,2.0,-0.0722712414722799,29.17413704449218,23.76028275074596,0.1961228633214482,0.2119331961781457,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6834250042753207,16.18580689706971,11.465714218235776,0.8290340161117268,0.8250080880746382,1.0,0.1434308044985106,25.34748005051591,20.552858210364096,0.3974441937913804,0.4097474649782794,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.685519147885848,16.13905132655926,11.370557174318938,0.8300584001725575,0.8271584777308888,0.0,0.1353787683021283,25.65850432346139,21.16484239416617,0.3805874759126605,0.3652729610271715,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6729879738123439,16.412975669144018,11.678476526698342,0.8224051219034949,0.8177096876145714,0.0,0.1729876843798941,24.919697527324804,20.42596484195873,0.4275951814962168,0.4097728119381598,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6904193104170127,15.90528906789582,11.111786451109312,0.8333800767036317,0.8297542055171587,2.0,-0.1128644910537484,29.753340414922047,24.113827535873096,0.1745169454063457,0.1868631150267395,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6708623593273112,16.47586028479421,11.762400348087018,0.8211328228922659,0.8158523684298543,1.0,0.1737695441125275,24.772923815744143,20.440702554605394,0.4187571473933958,0.3960115521007002,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6704422890433615,16.408392776251112,11.693099359389864,0.8211648283546074,0.8157978994643431,4.0,0.1800546407249507,25.29851514431417,20.59811371158093,0.4326404639547852,0.4201904796315364,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6704848697328529,16.305639157677444,11.62931943152046,0.8213828226459774,0.8187349070053146,3.0,0.1532338518425846,26.217558279652906,21.368084418870566,0.432138150802253,0.4179978717919821,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.623442532209729,17.294672929698297,12.621930384783504,0.7925601319939288,0.7873609001895682,2.0,0.0742305517129801,28.4430208859054,23.78728931111035,0.311866456557804,0.3047369872765293,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6286786951678995,17.332239059286163,12.629978034867896,0.7955563566119498,0.7910759619276369,1.0,0.0383541430012809,28.01945570141335,23.66336894404783,0.3005758406117649,0.2882307388471901,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6318381445855268,17.252773862111557,12.564862501526866,0.7975974393274986,0.792949443106625,0.0,0.0603344977665347,27.71031890695309,23.35995970286472,0.314097858132342,0.2952628390107976,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6501216812064967,16.89265163923395,12.259911058563578,0.8092214815124399,0.8056639054829473,3.0,0.0188871187661497,27.849580290062576,23.299626896272205,0.2271174134905922,0.2251349186137077,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6311078481973549,17.14782307467812,12.566450572632446,0.7974363144936005,0.7938397084527953,4.0,-0.0248370166653004,29.11153527001732,24.145381244375407,0.2116306968287327,0.1771323164894658,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6172292332767388,17.615044164243475,12.907424999234395,0.7882076552029271,0.7829445077640519,1.0,0.0902383154120479,27.15837013725785,22.689957862267644,0.3196220541419847,0.3065273373947429,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6119497473709621,17.745214465336975,13.007817292086695,0.7849479294538139,0.7805415317990365,2.0,0.1478500434537307,26.16527462037375,22.028740229082008,0.3877070962601376,0.3847236654094176,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6057926679926205,17.62744020511764,12.997797747671184,0.7812059376076882,0.7760113467688381,3.0,0.0252596986527885,29.28821061568091,23.80612227061663,0.2841449822669857,0.2612265237153766,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6413203620560526,16.974405527884926,12.22644713570523,0.8042053335167652,0.7996360050182552,4.0,0.0081387400055923,28.5874125474282,23.96752830741043,0.1895321546077216,0.1815260199088791,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6059170722342777,17.860436701425193,13.10404184842658,0.7809861582805364,0.7760471935779281,0.0,0.0978748021493733,26.99183475786905,22.75894099110226,0.3240836206195637,0.3101510283379086,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6326395944141225,17.329449817373668,12.703068146213315,0.7980003940407232,0.7929538441894448,4.0,0.0804397599658566,26.99050240132221,22.540850599955988,0.3095424350202836,0.2938497155552816,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6345406847747459,17.436428572728115,12.711615177113163,0.7991456189065335,0.7959370410483276,3.0,0.0092772600531012,27.235682031605293,22.752333797819745,0.2475076402911955,0.229698851262789,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6253357481705746,17.462441409639993,12.777358084072484,0.793891339790959,0.7860822464360097,2.0,0.0864826881838667,26.8720014939254,22.455026450659176,0.2965071659202473,0.2722596255284922,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6119787746306669,17.83376600472818,13.181710831129532,0.7846878985047482,0.7788169490264244,1.0,0.0566341929077458,26.60994370036311,22.07130323490715,0.2750031655526014,0.2487648596184291,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6162750243582964,17.781151402935052,13.016411831449426,0.7874050570387284,0.783441471423967,0.0,0.046801186516818,26.92288031743872,22.53567745662214,0.302041038560499,0.2980511303014422,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6240994981664219,17.551981324317484,12.845750721856014,0.7929825678701222,0.784857882141375,1.0,0.0419055353968973,27.176520616167835,22.530141796968927,0.2597570532392753,0.2419488683081276,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6364057580030223,17.117128141889225,12.53573854520812,0.8007068385950206,0.797500932669726,2.0,-0.0545406008965787,29.2121608015392,23.93250239691228,0.182170316672154,0.1617480862683501,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5978260009563965,17.984719990390772,13.22968523071646,0.7755962572826032,0.7694308215422612,0.0,0.1077827671509262,26.912174918932664,22.678990170378466,0.3314987370607892,0.3258225674731361,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6217640347623733,17.36002805780173,12.675798587381538,0.7917251822690361,0.7872324691825666,4.0,-0.0222965683158808,29.282563061601127,24.0684031608,0.1668370562392767,0.1528447587235884,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6417160583727162,16.966528165130924,12.233104913948788,0.8044657397582431,0.799705086948657,3.0,0.0322580774320865,28.28442643805309,23.682383342235827,0.215493277903882,0.2104216475230478,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6160111375185261,17.82927700159236,13.099894660163956,0.7870868709607439,0.7815309744802919,4.0,0.0297850781752914,26.84534491068252,22.373631076097524,0.2240283199753527,0.1978667825750238,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.62252452231198,17.50497185992314,12.788500789298729,0.7916105606044009,0.7871959553166852,2.0,0.0479948463249605,27.728660345641767,23.1440144610086,0.271361707954421,0.2610477865739291,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6121642231096093,17.615172411670784,12.970863658921209,0.7850116259558453,0.7807186221764169,1.0,-0.0080806429224418,29.100462559965344,23.94557068205888,0.2502556781989882,0.2320346828337582,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6117085909232332,17.736625009972304,12.928555139680148,0.784840096473568,0.7788555151636448,0.0,0.084496720968507,27.11555192078217,22.818617057346604,0.2979781843087576,0.2858243573160069,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6212335082307247,17.395092475166695,12.70560610537433,0.7910024751009767,0.7860456906988234,3.0,0.0840185410202303,27.952896656057465,23.405155256353844,0.3139808204619976,0.305081985361519,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6046310052279691,17.879427630405907,13.131228497525068,0.7801529799248744,0.7751791944793789,2.0,0.0859241706286217,27.215576960209347,22.82981280450677,0.3038985840644725,0.2799989953154091,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6162891797663843,17.717075257643305,12.95866175661819,0.7874039575317052,0.7835361932067624,4.0,0.0127473880760154,27.77417510440513,23.365298550522088,0.2988984315523169,0.2857719995816773,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6147994288415977,17.679167505749636,12.866186630563687,0.7868653681222632,0.7796446470599665,3.0,0.1007851942529717,26.77213686564425,22.451905249892512,0.3176423550576752,0.2978990190764806,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6243105162720032,17.631470825627737,12.975746918532518,0.7926894416441531,0.7885355592720048,0.0,0.069803050829248,26.36554140122631,21.927033470534184,0.3076093897370622,0.2835182855770886,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.620669230261691,17.65087845329525,12.937464638720044,0.7903310675134392,0.7852748120558973,1.0,0.0943163026823477,26.55854119954093,22.0639344184124,0.3405627494565532,0.3261752968207861,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.633593253291173,17.149727921833108,12.528911061840711,0.7986408396341882,0.7937734174379539,4.0,0.0518917742148219,28.00547734489845,23.342942259661605,0.3084842756468954,0.296856053155795,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6443743712650041,16.848333843327225,12.299518847214792,0.8057457852027627,0.8028298098259864,0.0,-0.0406662318482811,28.96007077164384,24.14414214450143,0.1846645646558485,0.1510309752241418,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6200579824198883,17.582259502727585,12.88236136173534,0.7902248313978645,0.7833601316257592,1.0,0.0992523498569604,26.66855467121271,22.2594296768752,0.3209235814533399,0.3087715378988039,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6248559485200804,17.419845276298766,12.670280408092298,0.793338525414578,0.7870792324775937,2.0,0.0726315145728196,27.495702676460056,23.060657396096783,0.2757935795382722,0.2707508165038466,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6349771868672238,17.28598385183288,12.509800567954205,0.799724965928865,0.7958713852076758,3.0,0.0087381019106752,27.98760546902512,23.422318469660475,0.1991934348227997,0.1856601338751917,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6180500189950684,17.510618457522355,12.865292493626097,0.7888106750889659,0.7856664138269871,4.0,-0.0706349973096152,29.56210975493672,24.226961840512587,0.2082174601969172,0.1931126062603265,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6288080867047809,17.49390805556793,12.76110380130912,0.7952158923449577,0.7912739249076591,3.0,0.0435873967534644,27.191971813544075,22.84497540721467,0.261709567282842,0.2495133897147692,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6349475519951686,17.1640247212282,12.574901806426778,0.7994864293610888,0.7961436339067235,2.0,-0.0359890499182418,28.893780601948645,23.62764998628686,0.2076112375901347,0.2020505978784001,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6259242339105235,17.527623628983072,12.700951091721542,0.7938628618263708,0.7893620734667897,1.0,0.0380418001385063,27.370855820965595,22.87924155890328,0.2308098777672498,0.2157373185253436,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6209437555394035,17.58008457651139,12.870328694960897,0.7909108329533466,0.7825933481819721,0.0,0.030388079391462,27.487365477436622,22.8629190538046,0.242556326774715,0.2214601713413061,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6183563863953961,17.74248725980432,13.055296535289608,0.7888524984607543,0.7816178224339192,3.0,0.1154028122268204,25.884925356350507,21.40562009076656,0.3445810146338655,0.3325506201187365,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6022679526699449,17.70073967641864,13.063120330481084,0.7786774426339927,0.7736121511753672,1.0,0.0393568970571646,29.144136485574265,23.85103399183157,0.2802809494367252,0.2593302930305977,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6321912840630644,17.316145415014525,12.598959314547676,0.7977808278943219,0.7942467317193139,2.0,-0.022785121692892,28.293271542242778,23.571188071152005,0.2552637492418693,0.2254121711945945,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6153908048647321,17.712717133667528,12.963835046356516,0.7868638175248661,0.781646809413043,0.0,0.0989235916632368,26.767912110961102,22.297255791039504,0.3398129846520332,0.3157421325313612,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6082122547340807,17.877509398972663,13.186846086521005,0.7820110046537592,0.7749515991260094,4.0,0.0716838125722365,26.765362402926883,22.309782287705943,0.3023775563053056,0.2632645794493369,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3995057009915439,22.354219692623275,17.810265605432882,0.6321839428087799,0.6119814120012049,4.0,0.0888222127586443,26.018484819805145,21.091690639935667,0.3770089908441829,0.3710619379063519,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3802069045297997,22.336295581883245,17.888231730286634,0.6167160798937601,0.5987876971808248,0.0,0.0859003583491084,27.337210493742607,22.269726076519515,0.3643881717192143,0.3514358601965187,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4049537421562498,22.056127868860624,17.47537424628151,0.6365117989191514,0.6157360518225135,2.0,-0.1588948684355868,29.9531418766375,24.039018294743173,0.2124117910983496,0.2185204177511003,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3572678009705525,22.477231422495144,18.044705207666148,0.5978382248514507,0.5780860070769405,3.0,0.1168759317692587,28.078716188411363,23.01820232972437,0.3736594823557381,0.3793189727736824,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3780189903549489,22.21463623896123,17.689604939468744,0.6149690112456051,0.5898111329013063,1.0,0.1742549119667976,26.865757328003035,22.116908421466725,0.4442390923320635,0.4403542358254788,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4023314134430493,22.112561249022207,17.64493883239488,0.6344465008864838,0.6160516844210799,0.0,0.0288437018409626,27.636000005959968,22.34870908444369,0.3372705907663518,0.3328952688262669,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.38274276877305,22.22653696087196,17.762627413229914,0.6187799608000959,0.6021692374734405,4.0,0.0570976699039629,28.104021557891468,23.078337299554384,0.3332139435396987,0.3113216318621434,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3794706327464268,22.346024271034143,17.901408952930833,0.6161213633492829,0.597318735045049,3.0,0.0418132722870396,27.86156640266553,22.560447155271817,0.3476392249335099,0.3362004655312565,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4270970066186197,21.671054723800665,17.106940843472135,0.6536604993468272,0.6353360853422759,2.0,-0.2615995292974264,31.519445152521943,25.501811469073864,0.1229187367409961,0.1300550702667922,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3686367705491371,22.579288599727843,18.07766796376938,0.6072820077331507,0.5825435432742637,1.0,0.2030882822977207,25.565436763775864,21.209841981234096,0.4583147375924974,0.4595633718955045,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4152460672687428,22.053162134161827,17.555878215502307,0.644521100248946,0.6270884711524828,4.0,0.0080234161185144,27.14902737997474,22.174559678332347,0.2818751029523202,0.2690269290714425,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3735020730125896,22.47434118206666,17.9605988114993,0.611300178089133,0.5875348570326974,3.0,0.162434024067284,25.77706829963529,21.09317407348377,0.4325972243081445,0.4173172280325951,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4314512585323861,21.71257913025783,17.167838214498666,0.6569676222012801,0.6392147152144453,0.0,0.0047238840489346,27.56219195718522,22.787709072610504,0.247747239854131,0.2414891545050407,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3893859933134956,22.37191981981029,17.829777849045133,0.6241206677260669,0.6014054713998729,2.0,0.0418036653993201,27.19295279060394,22.18173750116181,0.3372041070377202,0.3297346658588067,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4204639383947275,21.45862467999171,17.01098754398553,0.6485639359633003,0.6282412680014691,1.0,-0.0882583818864235,29.75964224673405,24.68064437371781,0.2340142992546141,0.2103753771224163,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4187734489786338,21.63099687677268,17.199329065739743,0.6472459312124368,0.6318939562197323,0.0,0.0200625427671143,28.379424064475923,23.435494432972806,0.2469097665209779,0.240570359283062,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4360163356363429,21.399075800869745,16.926578146697704,0.6604552823368017,0.6433920199615512,2.0,0.0147596700337626,28.16305173877362,23.232958286127595,0.2751498061064573,0.263704178149205,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.370015567838767,22.41820284031251,17.882499360809852,0.6084367902133456,0.5828756519591357,4.0,-0.137527376869843,30.87418500567661,24.888626684162737,0.2156601191429751,0.2269863655843832,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4346960066644504,21.614679782405787,17.081930792629525,0.659432393743326,0.6421809232447465,1.0,0.020338505796085,27.482556956498573,22.644481102991616,0.2809388103602965,0.2627142817998535,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4029392726109301,21.987031500789225,17.429772545864832,0.6349009335243111,0.6134724018672172,3.0,0.0184350940196997,28.20950993455596,23.305643890904392,0.3112575623109087,0.2981555695402664,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.435370446177543,21.53765070657301,17.053961210908177,0.6599626315072781,0.6415525089727859,4.0,-0.0913807631807295,29.294315412142943,23.949552853331056,0.1905977878172252,0.1835769530728031,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4177061808638379,21.617478172445704,17.21063284684373,0.6464281889756169,0.6311861334932428,3.0,-0.0898776935311609,29.838382001806654,24.475079791891243,0.2256465027414512,0.2047569678342716,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4074254211975598,21.96822649097716,17.43642216487146,0.6384386103945434,0.6195088408124534,2.0,-0.2352977014341688,31.079722359312115,25.023965251573305,0.1739170145850972,0.1651736061843199,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4437246980768417,21.45698157641419,16.960653377014612,0.6662514030662775,0.6487961506433986,1.0,-0.0193168490579875,28.076506247621616,23.29981955715666,0.2246022837317084,0.2139291350594035,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.431725847756904,21.70864532177941,17.18869298599027,0.6571757742394132,0.6363613229170781,0.0,-0.0138917740595323,27.706242820391623,22.95693810265357,0.2680170955826319,0.2506427830667533,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4055384013424713,22.077560657030062,17.5125029367109,0.6369662766078369,0.6179699367983763,4.0,-0.2148340275945581,30.324576134653064,24.562324182467645,0.1716663519353182,0.172689780469925,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3781285138403752,22.29018706871171,17.82440093347594,0.6150361321020972,0.5973240518389394,3.0,-0.1309419676261571,30.927421643157828,25.14761053854868,0.1431759556962958,0.1442196101443156,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3698468951044839,22.583851401147623,18.07581841042639,0.6082769763646335,0.5823417213461511,2.0,0.0476381480426063,27.77893637709359,22.707657545494623,0.3452330465074865,0.3551799370854536,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4156484560679464,21.77655971185296,17.232157930055784,0.6448430345367681,0.6221020765135312,0.0,-0.3725768867115906,33.300663228097896,26.79885871793024,0.0526343358378729,0.0846241192053494,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4302718533964814,21.8187308049039,17.30149477617401,0.6560726062309068,0.639719588635962,1.0,-0.0363046530330184,27.698207762896445,22.79685494389585,0.2352063379811182,0.247030647675388,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3697255245443724,22.584581326143528,18.05534254038976,0.608167829221542,0.5839973673398133,4.0,0.1446365746716603,26.40531660822668,21.53190737281749,0.4179417092128411,0.4211932184929395,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3581721382974315,22.47780827911013,18.02939361303284,0.598568519357224,0.5794352488118952,3.0,0.0765292909461256,28.5550636060555,23.348102624211844,0.3538007306596752,0.3563525599428651,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3984988852583904,22.17016427413981,17.597976786363013,0.6313832694419503,0.6090214667799825,2.0,0.0226365433038993,27.4925335413487,22.65685032040892,0.3057952674992278,0.2907889521148925,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4065528470125356,21.889597064419984,17.40380087419778,0.637732714956299,0.6157670965416318,1.0,0.0038272243438068,28.552537917497016,23.2514924717188,0.2978410024321673,0.2966781139526199,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4073381017039983,22.026578163522395,17.54203120498125,0.6383466069653813,0.6189074977281909,0.0,0.0371284047093276,27.477686752771948,22.43656353878154,0.3163706111827125,0.2992491092433645,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.440226098576372,21.534689628105205,17.047399178566312,0.663605654442138,0.6473775500486191,1.0,0.0194912901532969,27.397329038731584,22.80916766931152,0.263101673014297,0.2646309770279537,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.390384013879981,22.15209655519881,17.746338057794752,0.6249194613525959,0.6110499538111427,2.0,0.0800027291858852,27.57024309146476,22.42940275173707,0.3298948275203144,0.316592441407666,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3847032995879627,22.19473709122304,17.7143936990865,0.6203515622615019,0.6015888818759327,0.0,-0.1956265853702539,31.6213994706258,25.51148444740701,0.1332567630954609,0.1476145201265976,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4331702910353014,21.50937575730548,16.97465195268113,0.658269719769492,0.638439645498594,3.0,-0.0809530680536751,29.01146656934764,23.97666638447543,0.2109485629157796,0.2012752845116615,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3686925621020154,22.57765692871233,18.077685174515725,0.6073032200994553,0.5826680798974777,4.0,0.1917595600141954,25.751646785334884,21.39046291042728,0.4472719881405183,0.4515992078586969,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4060805448594509,21.99353093687712,17.466894426402174,0.6373683741205236,0.6183868477677459,2.0,-0.2255919926395682,30.96840316664068,24.8107867362936,0.1774363940117086,0.1780556807184659,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3675791779990486,22.44598295350969,17.903357009632526,0.6064275380465801,0.581283378593168,0.0,-0.1190341245500472,30.70864269772563,24.87718427126924,0.2269225504601365,0.249384495342643,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3750229626259088,22.30640905045972,17.77383613001977,0.6125146570734777,0.5881234418408946,3.0,0.1920190721377829,26.544571951308125,21.957945788498296,0.4521660937315906,0.4458495904181197,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4031685547136852,22.17572336913497,17.67881452839118,0.6350988713127992,0.6164097188292966,1.0,0.0473044170951929,26.85067600922937,21.78320082276059,0.344652129651275,0.338132955025329,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.381513965926172,22.16167321555177,17.62694447245016,0.617789692935692,0.5929763273622356,4.0,0.1165451705193644,27.3818721601526,22.59608215428145,0.3999134283918982,0.3828372203217782,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.261377007116099,24.606441817331785,20.15047655374294,0.5113097386404244,0.4875710398831755,4.0,-0.0183131381317396,28.23684357039251,23.5096273000168,0.2233475412700541,0.1913066879721995,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2402498973932574,24.7580423042832,20.30326649890315,0.4902143991557675,0.4610196251395766,3.0,-0.0553641227796604,29.51121020480679,24.541876205448084,0.1718807174080658,0.1699565181666402,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.276561915381923,24.420092646106145,20.021572695898715,0.5259564117342173,0.5037173275794327,2.0,-0.1747616357497941,30.024059543292697,24.829936340802675,0.0806701169673122,0.0721472632364056,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2611771517624409,24.380676131397976,19.97178742237472,0.5110985606179925,0.481760885924723,1.0,-0.1572322300924014,30.39147925365068,25.466508758941643,0.097069278096955,0.0835259981172155,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2563553682080451,24.505708946766983,20.0822786949627,0.5063632051849729,0.4774382496061896,0.0,-0.0081525723297926,28.728508197665032,23.803602487849435,0.2435592853449071,0.2266938952077452,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2777305895411629,24.311363522887053,19.853220927822715,0.5270575967283848,0.5021995431345211,2.0,-0.194297275523295,30.792112516579326,25.48543552965511,0.0954655424281505,0.0848551937327308,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2566019834573247,24.344461071816724,19.98408020767132,0.5066228039505027,0.4842586208232858,1.0,-0.3017379470631036,33.059434870726015,27.159640549654647,-0.0319937560771329,-0.0415699829993503,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2515777172337673,24.73537108161644,20.25131204776532,0.5016377722060117,0.4724574922371456,3.0,-0.159024729202321,30.2691286960544,25.29774911908826,0.1004957434272113,0.0967497677766462,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.285026168269795,24.30140937516264,19.85380266804655,0.5339212819123904,0.5118486185635621,0.0,-0.096135296388266,29.016390523247377,24.12380504695515,0.0957961266487086,0.0825179474491204,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2457879637073667,24.458298723607243,20.0945470524926,0.4958330834444707,0.4733487177221116,4.0,-0.2495254353545335,32.55801071615233,26.76012221629352,-0.0398496451374798,-0.0405180935422014,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2681696004543079,24.55626455398327,20.059234504341195,0.5178918952615681,0.4929411058212361,4.0,-0.1766951407661472,30.0236090869708,24.772451128266727,0.1087930971502451,0.110937357271774,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2580285340989208,24.62565888217259,20.222769676779595,0.5080299086425818,0.48300150534504,3.0,-0.0955107039460059,29.302338257908545,24.28226122545832,0.1796299335773004,0.1580427935038592,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2548923028424856,24.713555062578383,20.24885019227072,0.5049213513315233,0.4784986290807027,0.0,-0.143502174972677,29.57658892209861,24.49222004996388,0.1145224278733096,0.0982776598779398,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2697407928003394,24.36549594921576,19.90312395107589,0.5194267341246495,0.4853027042240052,1.0,-0.2216697212818301,30.99556165618094,25.675347223123147,0.142951429235232,0.1425228075257272,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2876737565466563,24.255336048267967,19.81067468331912,0.5363935320432508,0.5144322789601279,2.0,-0.1374068546849012,29.576698938642423,24.546240474900017,0.0884507509029243,0.077872978255096,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2558166714984863,24.59403251237978,20.11704938095851,0.5058379995401434,0.4792549600840217,4.0,-0.0968286593359752,29.47760352930107,24.49645774799246,0.1363362221328358,0.1175875057003125,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2735946918723998,24.635241568206563,20.19243804599244,0.5231077759933803,0.5005530048538437,3.0,-0.1943738028991417,29.49872447810648,24.12545276343588,0.1096189282191971,0.1026900339448325,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.267901245345607,24.67133124980777,20.182399511147768,0.5176431149169507,0.4937399620757262,2.0,-0.0902230033949877,28.385408422014216,23.602180262465545,0.1393120039432442,0.1285250048910458,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.282137549793108,24.394059635641103,19.92453649972996,0.5312130658112169,0.5072727018686372,1.0,-0.2383221499808829,30.69799909858192,25.42606456225992,0.0862678925012466,0.088660037437202,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2481585454737522,24.741770709283536,20.2935594871743,0.4982204051823803,0.4700345829525444,0.0,-0.2690932964645633,31.55312357760841,26.012073519510025,0.0645493755089381,0.0610154863060646,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2521425267608437,24.567067756533195,20.083654954744105,0.5021988967868733,0.4739263641281607,4.0,-0.1578891485161826,30.71607617263852,25.469520304361254,0.1220813045798966,0.098252804459213,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2761600226712308,24.382621369697645,19.976695338343696,0.5255593383055759,0.5005314984305832,3.0,-0.1054331735203712,29.02215481389695,24.03790348057681,0.107972590326461,0.0888498713708103,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2734320697164643,24.27489944645798,19.83428006740284,0.5229583504492532,0.4981407538867141,0.0,-0.0832601565658226,29.631617140920024,24.668706889495844,0.1540614363910191,0.1444005686506031,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2564000167246395,24.40996225884877,19.960018002941577,0.5064158370103009,0.4770583636973857,1.0,-0.2464991772108398,32.23836642205007,26.81098397643679,-0.0181340444545573,-0.0057295218599668,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2684733419387798,24.4827752972216,20.0038637545854,0.518190032124982,0.4895174510486672,2.0,-0.1893785331900013,30.189548733430467,25.206459427170884,0.0935807972610686,0.0902034633171149,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2714595561999726,24.538611248588268,20.09603929198127,0.5210726238464306,0.4978369533784603,2.0,-0.2746529394047141,30.91840301435461,25.665203988787084,0.0511995267204356,0.0379399290239192,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2817092226323104,24.116858585407744,19.675121994636665,0.5308135701460349,0.5029009574962688,3.0,-0.2483223387949595,31.503566399225143,26.310428169879124,0.1022783131781319,0.0993789793707384,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2567011129850919,24.601400249386955,20.15417462555965,0.5067144788907925,0.480954279483868,1.0,-0.134325998767615,29.80551932373247,24.743183764424565,0.1129498041585689,0.0869884791982095,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2653656879021862,24.35735805666758,19.89850783646281,0.5151932355542589,0.4843273023488338,0.0,-0.0588445799567907,29.35290888886611,24.35346701235695,0.1700790980957923,0.180527167263335,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2470132352402799,24.400011388128885,20.0567245493679,0.4970555477877703,0.4741855725166789,4.0,-0.2235434463779702,31.57549499010325,25.923112094224297,0.0491913799977529,0.0409730272835464,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2532333138484781,24.253814339548228,19.89708858119643,0.5032725783680319,0.4806763662163479,4.0,-0.2466566026946985,32.178822500000734,26.439874344463863,0.1188824767819217,0.1124149657798658,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2864534164275456,24.349645233768488,19.9428950090483,0.5352684061589499,0.5137943743082155,0.0,-0.1544210274113857,29.49222836842333,24.392017759854856,0.0620851391321208,0.0536526425100438,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2678237954862505,24.56255446822701,20.13216987230962,0.5175603543525745,0.4922159805939446,1.0,-0.1338037553195008,29.049964775468705,23.993740459058127,0.117180311264123,0.1006902296095001,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2781978865563695,24.227409604936128,19.77450972660456,0.5274812779504948,0.5038453372806302,2.0,-0.1523151348074933,30.43959496177315,25.469270373566847,0.0688281125118526,0.0696819767206184,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2763009285532209,24.243305968626064,19.81583173291805,0.5256887079725387,0.4980484502555641,3.0,-0.2116796406225933,30.979773622546453,25.696492896618995,0.1222551342589272,0.1157257778868499,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2532622717667846,24.551307542393523,20.140251995266865,0.5032983684939508,0.474802626897745,3.0,-0.1021630124788388,30.067839330445743,24.713990977705315,0.1722964424166164,0.1557131548261016,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2772116938880723,24.352718206196744,19.88718191072395,0.5265372556827459,0.5035296690520366,2.0,-0.0868128578475322,29.222586415367505,24.4517255127542,0.1196586738751318,0.1011900248010632,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2510742758042564,24.407759734973112,20.04822538666943,0.5011324463791433,0.4798787537148798,0.0,-0.2763877260063239,32.83972601743993,27.119498192611825,0.0461383236310179,0.0458073380137714,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2232200394483735,24.90013030855233,20.4654201349718,0.4725082197375791,0.4421804388400511,1.0,-0.2113839766190679,31.91510288104484,26.482372416583328,0.0866049482868586,0.0724668708338063,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2354930812107,24.68408686247781,20.2494986690966,0.485312530542707,0.4546114239535393,4.0,-0.006750707879559,29.429125170831952,24.4579837593444,0.2684461871625196,0.2580586528897622,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2289551313548906,24.81931825876344,20.353099551855934,0.4785428337293321,0.4474623009190109,1.0,-0.1514791143536935,30.94438318407529,25.58170156398469,0.142818911570797,0.1452123568957966,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2792712315050597,24.124712845882296,19.77073806029872,0.5285019852870725,0.5086446946293393,4.0,-0.1516706509961234,30.41875520216379,24.75743282672723,0.1471442075824615,0.1541942436411906,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2924104863990662,24.23808900676071,19.816315861345057,0.5408004058235879,0.5194373575515949,3.0,-0.1270608214423176,29.198169885947703,24.11332425858623,0.096399602976258,0.0920224708042333,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2736594404181534,24.34914379896997,19.924467345525848,0.5231671787067713,0.4989211773614302,0.0,-0.191621993396162,30.745277450921584,25.396572553991486,0.0812797555387815,0.0786635864993664,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2256026898006059,24.91328552002996,20.48063982454281,0.4750248418993951,0.4453893336733937,2.0,-0.2233998846521243,31.864726271446425,26.421082641211303,0.0786147507340182,0.0706026538294624,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6961985501855736,15.702508538656284,10.95883141751049,0.8372015861530038,0.833331588255512,2.0,0.3930387523993675,22.14546515932184,17.14823102637638,0.6321678008163741,0.6320747534813053,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6924468700817782,15.793340942515728,11.016666531947198,0.8349022431991183,0.8312483138509789,4.0,0.4122418216310293,21.82661576889133,16.956112380566367,0.6450744608133344,0.6434015747191829,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6970092220595998,15.682377893312513,10.93842128447386,0.8376725937664533,0.834241997701557,3.0,0.386259951352637,22.26635214692802,17.221823858237787,0.6273484821374048,0.6222185448947438,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6923646237839226,15.770235878054336,11.007546220482595,0.8350892904348579,0.8310135183075232,0.0,0.4185170619887081,21.84818187687272,17.09643000557553,0.649837982612439,0.6485507394786078,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6985946366240465,15.649074048435772,10.926354334639608,0.8386042863429454,0.8350495014505588,1.0,0.3835438784596812,22.270063111768227,17.26927194692118,0.6256490235079799,0.6242538807552784,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6984322531254459,15.665855827285691,10.921679660068488,0.8385200754669774,0.8346137437465807,4.0,0.3824217949956757,22.21861291347185,17.18435622466585,0.6251699113888047,0.625747733704612,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6989205963628801,15.651895532229975,10.927184104343365,0.8388392769416462,0.8355296250919254,3.0,0.3791940826260674,22.28410071209224,17.247709897080803,0.6215763647105692,0.616819502688834,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6987765387887532,15.614032209791354,10.8860517745183,0.8387522651777105,0.8349463043961781,2.0,0.3837684533716576,22.43972812662281,17.42240410508921,0.6252317144231377,0.6250357242261515,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6952480077677343,15.740488910264132,10.99462168591354,0.8366722350877881,0.8328554833568717,0.0,0.4037603806169133,21.87575121860647,16.915522465749437,0.6389032609680778,0.6379627993276766,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6946857124601502,15.720482969508437,10.951094706754454,0.8363058288190007,0.832531707808887,1.0,0.4061175880683604,22.01454153447749,17.071774170425332,0.6408564563663751,0.6399194388389582,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6973350935836271,15.668085429174,10.95560107570957,0.8378967327701607,0.83440181040471,0.0,0.389088145023814,22.246225145056123,17.13548352691937,0.6294592531970102,0.6283158826622861,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6978318740686693,15.638344244405936,10.924461926036123,0.838116877447856,0.834107532258932,1.0,0.3870011819533252,22.382311876893898,17.178829269561394,0.628097441031167,0.6272870821273805,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6958092571775478,15.700260182053114,10.942561862329136,0.8369161969724378,0.8332823268589182,2.0,0.3930665698031437,22.21631788579581,17.171087445660678,0.6325020061099393,0.6318408086863576,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6975917315881424,15.645102998066951,10.908991489264295,0.8380405428327841,0.8341249084511378,3.0,0.3982986326464468,22.17104472791854,17.194492685952245,0.6353197990862101,0.6342075203787277,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6958729740343844,15.704952637473207,10.959012854217814,0.837024473480851,0.8334834722043457,4.0,0.3940559365741426,22.16240120730681,17.120466495935595,0.6332253828652816,0.6320259483220592,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6945527255479406,15.73487067695446,10.982638325677293,0.8361229751519126,0.8325934989739523,1.0,0.3850453407299025,22.350307872263887,17.28501598858813,0.6264208577931276,0.6239177099667719,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6898182400712636,15.85023660285659,11.04697690573405,0.8333329804944476,0.8293197795686518,3.0,0.4181681473491425,21.767584662225257,16.936534511543442,0.6495335931565636,0.6497993030273206,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6925679037862722,15.747638316349166,10.98575754858149,0.8349661307137393,0.8312172327170951,4.0,0.4012521665880049,22.26625894679457,17.33112340473797,0.6365164317703618,0.6355878214744756,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6955687652901649,15.683225270042788,10.937620895079348,0.8368108335355964,0.8332532971988255,0.0,0.3969023185418178,22.274905646705648,17.379419445802178,0.6347491671716248,0.6341669656572541,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6982303712172853,15.644488909402886,10.900473084311706,0.8384137695043323,0.8349881077044226,2.0,0.3900651944132464,22.23272134119644,17.240105314615228,0.6296708267564074,0.625218312293175,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6943432679741487,15.740705831774047,10.988250273906491,0.8361437044398732,0.8323131271973089,1.0,0.4012749832158839,22.046428004848696,17.151535502706913,0.6389584405475477,0.6377343787174559,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6935614058019277,15.809201715167376,11.032055864075284,0.8355739481197844,0.8316020490223152,0.0,0.406087414449072,21.68751705037446,16.87647263984778,0.6405335172695384,0.6406142269715446,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6963032689966043,15.675252361662253,10.92536883438927,0.837192004511032,0.8333147043097056,4.0,0.3925966141888554,22.294470370309828,17.314420978017864,0.6315215746354488,0.6306179913966875,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6941953660798663,15.733544093023417,10.969958113237736,0.8359711454903251,0.8323017625165278,2.0,0.4043965405598693,22.051482384195523,17.150768703590206,0.639581091315515,0.6384763698702499,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6971605064444415,15.718372234486193,10.956147458243477,0.8377715237164063,0.8341010175069805,3.0,0.3882695438770372,21.99841989064708,17.055663075970042,0.62975588581716,0.6272843723382021,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6956910962088445,15.689179463181745,10.970050629781856,0.8369687828417863,0.8332222047707781,0.0,0.4032967537982398,22.10763500887228,17.065802997178537,0.6387180701285701,0.6396138183044692,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6946252932581201,15.734845870179516,10.96312756063339,0.8361798049250877,0.832451694353681,1.0,0.3949828062946275,22.15691608352406,17.2181000785549,0.6329463896868,0.6300083373185339,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6969456835953785,15.682158852703338,10.946271044652358,0.8376120131463098,0.8336459971023498,2.0,0.3875216354312045,22.252225324023616,17.216109571785818,0.6295210775988106,0.6287765678170634,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6982389194362222,15.663406715171512,10.911823889834452,0.8384335922660968,0.8347220598285311,3.0,0.3881019903076346,22.15924371809392,17.185689206217553,0.6287521624082593,0.6272513820650878,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6969236836789114,15.681220668999169,10.956909178663876,0.8376756296602712,0.8338103785058042,4.0,0.3986536008918133,22.05902993001111,17.033934377289658,0.6354326655206378,0.638016603779718,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6953508148775126,15.724402952132644,10.975903030031354,0.836376909129761,0.8325528701189471,0.0,0.3804831079384838,22.37479174567151,17.30272992704103,0.624677436348164,0.6214597290565674,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6958970356368985,15.728496820881643,10.938464162219894,0.8367050021009425,0.8331201270576465,1.0,0.3781246106295022,22.30958403941881,17.246589742550313,0.6226232825098296,0.6205886612502549,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6960421176923735,15.7395855618024,10.998005513151195,0.8369028266959743,0.8337122005472367,2.0,0.3829710737103023,22.13579230081154,17.057958735981185,0.6261096122490462,0.6222584423926372,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.695160430425792,15.751897103730656,10.965890446623485,0.8363110355991081,0.8326974552301345,3.0,0.3814750552819047,22.225058278974327,17.163021083096,0.6251363337691419,0.6200223346350996,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6935090726870039,15.746510691818475,10.995258207617212,0.8355211347475879,0.8315959882248204,4.0,0.399567356391882,22.169853954450584,17.090076058625527,0.6366239390493209,0.6351516269803352,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6940513629564944,15.733995373804312,10.99374437667612,0.8357550794823014,0.8318687906034836,3.0,0.3972290060408814,22.20518654236984,17.214286715217266,0.6349906759366795,0.6321110782275251,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6924918064767289,15.80965650804272,11.01741159774298,0.8348477870870752,0.8312590713424288,2.0,0.3948057242297745,22.046438082756826,17.129076248340812,0.635237389932922,0.6335712833672069,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6939062863352361,15.728729167507897,10.955453169482867,0.8355630087442234,0.8318941913000569,1.0,0.3980177255481597,22.2408581600136,17.28905376310789,0.6356993666360817,0.6360514348064535,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6945863367403022,15.736555938203072,10.979446263603704,0.8360159797658819,0.8321892932336264,0.0,0.3951166989198117,22.15084610688364,17.15059527583802,0.6336017480848682,0.6353924778614253,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6949737411513004,15.739719616199723,10.972768641068331,0.8363406609669465,0.8325447864103594,4.0,0.3986041481343717,22.013715926862304,17.050290107108808,0.6372379723966426,0.6366564630262737,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6970262631575994,15.69590610783874,10.930026524026015,0.8374390761168397,0.8334722080087311,2.0,0.3728211929285039,22.42592385769976,17.376054082601275,0.6198907915536239,0.6192944949417475,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6936541535560299,15.806716466662447,11.01604080390201,0.8354853142883839,0.8317513703897509,0.0,0.3913500362196435,21.95562883816629,17.136796764243435,0.631392015252594,0.6308944713285797,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6925434846087972,15.779718350004009,11.0217483261395,0.8348669384373639,0.8310448537192747,1.0,0.4057463777513261,22.00879203317253,17.049532825504834,0.6414998490270327,0.6406557234998145,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6963795819443807,15.638998330158396,10.929195705467874,0.8371463128991835,0.8331997551990089,3.0,0.3913224085055717,22.509557840673526,17.436789502813234,0.6309892652897677,0.6300871644280358,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6957315701657979,15.687019624236232,10.949880814311472,0.8366948303192184,0.833080327372653,4.0,0.3898234888013573,22.36205308814976,17.392482358452806,0.6296658231440009,0.6272381987614647,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6392097496244198,17.063391936149692,12.355253408650038,0.8025107456575764,0.7978012679197896,0.0,0.3769408477083725,22.69352647365729,17.74205364532851,0.6166024012550887,0.6141017054326015,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6375224638883066,17.132835564807042,12.41589424607883,0.8015731142626867,0.7972662324067148,1.0,0.3842902210493156,22.405953555176385,17.506858420856815,0.6220112246218583,0.6172180002206806,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6419008767775386,17.031038939986963,12.31654036087424,0.8042252086502638,0.8003227859685664,2.0,0.373218400007697,22.596257370637257,17.718788927537734,0.613174097590084,0.6104146764473797,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6397399053431639,17.090904643611047,12.37803856800824,0.8029566270099578,0.7986572792134378,4.0,0.3831564821590328,22.37219132576537,17.54666845333194,0.6211292539447071,0.6164217549467572,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.639578737796914,17.08356384715471,12.351463110971729,0.8027699782457728,0.7983216682389634,3.0,0.3742630035975605,22.59071770099365,17.727119375646243,0.6148181612615349,0.6132482041778337,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6389374827959429,17.10231739687312,12.36886072886047,0.8023313132356431,0.7979334653900789,1.0,0.3811605936602934,22.44795217722234,17.61489189176846,0.6193901740726874,0.6148701823819888,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.641185315461632,17.038634753857902,12.337796889203664,0.8037825976986329,0.7992579863835894,2.0,0.3737596943991068,22.635749453240454,17.709195317716986,0.6145611303081058,0.6125408909436993,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.639430324428927,17.078511719283966,12.342569535678532,0.8026646750664345,0.798407726560287,3.0,0.3764357749870385,22.59236396728311,17.721303230419597,0.6165826502109177,0.6151539749632944,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6422265230416644,17.023579326565027,12.291624913319042,0.8044100135835878,0.8004031110817923,4.0,0.3600965449216077,22.82981909692792,17.917709182388307,0.6035348983045836,0.5970084515223184,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.636983242622648,17.173424021201765,12.433072143505257,0.8011554073918035,0.7967392991398431,0.0,0.3844434215986733,22.258643098345416,17.409925750237264,0.6220838973979523,0.6197809814882992,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6384712817478624,17.148348158877905,12.41349389396717,0.8021001985895015,0.797860466699567,3.0,0.3779493848981038,22.32056156991667,17.4451921120108,0.6177709681369918,0.6143081602529191,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6396020836034388,17.073104146978558,12.348025466983277,0.8027452566112369,0.7982263253524033,0.0,0.3670276212684398,22.77249295370065,17.869113521317875,0.609423479799831,0.6051554535428116,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6417710002093814,17.089742876077178,12.34864356329015,0.8041600461398447,0.7997327931413349,2.0,0.3652589157467776,22.441448777617538,17.57600267131422,0.6093000502250605,0.6067409125319343,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.64366686480423,17.01752727617538,12.306233827548452,0.8053093030233838,0.8009167320321064,1.0,0.3579135318726087,22.71610169711174,17.83233257929495,0.6022342522030045,0.5992465234755912,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6415559246916491,17.045269204551285,12.333141729053231,0.8040386715590409,0.7995401717809697,4.0,0.3716847745100105,22.589784856819414,17.606465583724333,0.6131547540006961,0.613745738082139,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6384914116460962,17.114233000702093,12.398459691379854,0.8020873217812796,0.7977721557508635,0.0,0.3835761542805965,22.39635572942531,17.490205881009025,0.6213611800753227,0.6196018190825371,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6406321936004844,17.076284517709528,12.368503811574088,0.8034767572011136,0.7993080705261509,1.0,0.3764172835181656,22.459281995858365,17.526169620053086,0.6168083991257519,0.6118279548821943,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6399094701747507,17.134655262852537,12.383915959173727,0.8028847871149996,0.7985797155443105,2.0,0.3729133015295995,22.30265509398537,17.441588562842487,0.6144351898082359,0.6114307247227053,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6387424383599651,17.108023889121238,12.381730078191588,0.8022897023910007,0.7981412014846819,3.0,0.3830899536220105,22.40625944258797,17.64381542359027,0.6205128784639193,0.6148201930992142,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6429052605285726,17.014728388986292,12.2922741333803,0.8048009468019854,0.800255447645448,4.0,0.356339487657077,22.85823030462522,17.9238525819391,0.6017199466853016,0.6017238058298978,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6377930873716406,17.15411663176611,12.431322537324348,0.8017145446055396,0.7974362482354147,1.0,0.3856658446319876,22.2360466050716,17.35997830968358,0.6230057611779858,0.6184122422174498,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6353216109328321,17.224025009517245,12.474407847082835,0.8000991510470795,0.7957136550179533,0.0,0.3890820092676187,22.11501907267433,17.3602464032319,0.6256630967179782,0.6212190050143933,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.638503037134879,17.06056085318198,12.326667150914243,0.8020473783933934,0.7975085812685477,4.0,0.3800819245274059,22.736454743490736,17.9201453362552,0.6182306223717137,0.6165482330517901,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6382560611661587,17.113328280415182,12.389638635123456,0.8019552587377112,0.797043788874381,3.0,0.3789027324070082,22.51579749961481,17.590891965729977,0.617575470889617,0.6190630290002719,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6414656518862412,17.069904049226984,12.365756866391417,0.8039287937513148,0.7996646748582782,2.0,0.3692391794007625,22.516360275764853,17.663826019631646,0.6103903639123276,0.6034172315444052,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6389346426270478,17.105057431220544,12.34456261863111,0.8024140672785625,0.7980247748322659,4.0,0.3831422911009208,22.39820098530528,17.64235347945223,0.6216733506794524,0.6182370640760101,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6387207728323238,17.12958164602444,12.40230912793538,0.8023193973335733,0.7972632915674088,3.0,0.387012603818191,22.222981622425653,17.45767326658742,0.6236331192260228,0.62335187289202,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6426056013099879,17.0389299923348,12.32033322384323,0.8045643740575621,0.8003721822859793,2.0,0.3619423480646641,22.66723413380428,17.754837645159146,0.6057514882634587,0.6031306906980125,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6420401027043818,17.045445728450947,12.331444190945149,0.804338682393638,0.7999525292435044,1.0,0.3735103744375864,22.49774084427566,17.62736865361036,0.6154759790739379,0.6128811691030752,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6418008431513995,17.076495399409755,12.332861211343197,0.804144480302887,0.7996441510391695,0.0,0.3669487980692631,22.47962309567513,17.61006017715625,0.6092964396248736,0.6079426485578742,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6350877584677312,17.167625497500886,12.43675085050139,0.7997840354650517,0.7947882830826424,4.0,0.3915975109043728,22.385929561408016,17.562077344006287,0.6271550431096595,0.6263534014565523,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6366376214692735,17.119849247908775,12.395057420344653,0.8007553947825707,0.7962504147658261,3.0,0.3786239239896212,22.684604761319587,17.782825030929935,0.6181800834094713,0.6178282846034778,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6384483425509753,17.12365516261651,12.379227489372614,0.8018040944454048,0.7975395161220754,2.0,0.3761083492049824,22.488382780288497,17.673342996025006,0.615769283673259,0.6116766741681511,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6399391776689781,17.042688196679844,12.347067371350242,0.8027908646013454,0.7982478619401052,0.0,0.3708759107330641,22.821552958375857,17.87607203803186,0.612086923272612,0.6089253658530673,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6361611690420419,17.156003245588956,12.40419655536899,0.8004953028025009,0.7960035284547704,1.0,0.387568869138547,22.39131428680205,17.651327396147632,0.6239542740480549,0.6206399543571395,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6398166223270934,17.033710378462768,12.338134845905062,0.8027032404258867,0.7981536715644276,1.0,0.3633236930668826,23.02105563291806,17.922424562225405,0.6062420338615014,0.6031530207418697,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6385298358933709,17.11073697543546,12.399314391008918,0.8018956377492799,0.7971741784920684,4.0,0.38112004993418,22.45522017780961,17.57358599232386,0.6199046085995719,0.6161738459666968,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6341833028495873,17.202536959366256,12.42413462863466,0.7992180632075319,0.7945520809580743,0.0,0.3849868139360752,22.440498590971167,17.593384660223474,0.6228744239938484,0.6211569881023986,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6389527378151755,17.093541365499714,12.372524017431756,0.802177109277735,0.7974593617582691,2.0,0.3695874479059073,22.69534069310184,17.798726316482004,0.6122364124028745,0.6086624991868912,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.644126491118089,16.973070565381242,12.276334245720014,0.805387151332906,0.8013156720317447,3.0,0.3467473525725199,23.09342307747086,18.14676067276044,0.5933330144193877,0.5912722559522159,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6376415059500773,17.16200098247841,12.39688747857773,0.8012135143237267,0.7966562315055611,2.0,0.3667192859940985,22.55455436738636,17.57624244702748,0.6099341177441315,0.607193402970135,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6404049256846538,17.0619094924455,12.351939745538203,0.8031553994973087,0.798953134975372,3.0,0.3615330097883132,22.83073854631796,17.943602564018235,0.6039728821975895,0.6009471649383338,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6415306697048133,17.035681308876224,12.340136802641153,0.8038054670741737,0.7992916234772646,4.0,0.3699320209228732,22.67755103262441,17.691100353347853,0.611693263516236,0.608503559307927,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6377054879972726,17.14050227354103,12.38610330262191,0.8013890609680674,0.7970003290042477,1.0,0.373980933506874,22.525514322649496,17.581662171941648,0.6142335677535066,0.611752094473287,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6383959216456758,17.110889056290006,12.360074281107018,0.8018671075765503,0.7973887662187039,0.0,0.3746193778874029,22.58784302709857,17.783312167134074,0.6147113535495486,0.6121552923548857,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6886743411538578,15.867251299394626,11.182198607046622,0.8330746051817276,0.8296159973552661,2.0,0.391570223435507,22.33284664839661,17.417122203937513,0.6299903019507928,0.6255692456532944,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6894805231571974,15.86109344406083,11.173063217040427,0.8334621910064154,0.8294751334439537,4.0,0.378845007876854,22.483134911391204,17.543093664869453,0.6207812253529041,0.6200963409590005,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.692531059025814,15.830154897663451,11.167924832935062,0.8353286398865029,0.8315797050039856,3.0,0.3665976802172063,22.430253991777487,17.395239052669908,0.6147399511242594,0.612362627559368,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6956069210611624,15.702011199287371,11.067530991283364,0.8371091247410583,0.8338378906718225,1.0,0.3500947619077765,23.005367633070662,17.88790349947992,0.5997855970372737,0.5988665110746767,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6884102728328958,15.868487816481132,11.190802322974196,0.8328627313118198,0.8291971431788794,0.0,0.378412207685458,22.60465225815435,17.694847047215756,0.620162909224165,0.6165700493771097,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6911989557909529,15.818564118737145,11.157640262045811,0.834561066742803,0.8311941225980793,2.0,0.376082201598184,22.521132223435767,17.579325507760323,0.6182298247962525,0.6171708787810125,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6889855479907413,15.88815287096249,11.196279126974732,0.833179458400067,0.8294172247503181,1.0,0.3853180726063964,22.28638730418559,17.35021516735244,0.626551337412754,0.6233082777315267,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6911679442163505,15.835022481840346,11.168486160454329,0.8346151639828251,0.8310892644645927,4.0,0.3716847398768125,22.51275092389696,17.49736887952847,0.6168247705937828,0.6166062850278666,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6910527927105912,15.826837487854398,11.146942929673436,0.8344552536948084,0.8309072202117112,0.0,0.38021725449135,22.42466364286814,17.52371886573378,0.620647512582028,0.6166208867529063,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6896159375630806,15.828826698207235,11.174215246922945,0.833590533169934,0.8299652305170611,3.0,0.38234451507843,22.58296957195189,17.586108697406065,0.6229646685421896,0.6212768989157067,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6890749228308632,15.847065163793356,11.1805269335272,0.8333069033582653,0.8294086267234689,3.0,0.3776689400109496,22.643364192788614,17.73201706672348,0.6191781809955945,0.6164329015598418,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.690521703679175,15.824658513697,11.177491015235017,0.8341131585213657,0.8303194207856909,4.0,0.3859138471019303,22.41134461404443,17.37572429800065,0.6262935942838451,0.6254112737276432,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6921374465048376,15.770917679354396,11.127537835762755,0.8350982067198333,0.8319475755429342,0.0,0.374515694758453,22.687292795643128,17.7884302608408,0.617053376722745,0.6140527062584673,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6912843437234502,15.861166048192231,11.1816812240876,0.8345888570532995,0.8306037822823834,1.0,0.3708634800216173,22.363297569527862,17.448700839792085,0.6159443927246937,0.6141919987523653,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6896328688805107,15.878531870567953,11.206890264435268,0.8335257227046938,0.8297156541718514,2.0,0.3773725800406609,22.384250181613066,17.36612246122985,0.6218138438575812,0.6186366379049926,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6944031975435272,15.784145830140105,11.117803691283092,0.8363312520195918,0.8327867546997766,0.0,0.3441848865971245,22.81198146200913,17.75271953829184,0.5976035387649419,0.5933076605569112,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6899689212514699,15.876347308358335,11.197381906442072,0.8335606979832014,0.8298071231813241,4.0,0.3533520771442666,22.775958956360647,17.73461003512394,0.602940096154312,0.6002842475486136,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6925997706913893,15.776623834565116,11.13059198576338,0.8353216116376433,0.8317537780127162,3.0,0.354518304454515,22.9420685140994,17.83368573221272,0.6042516402132151,0.6045994710300953,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6959730197102613,15.696283710037871,11.074757563780103,0.8373526503204292,0.8336023429094183,2.0,0.3456112870556882,23.06608088543729,17.85880405040679,0.5983527016273968,0.5980371654961228,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6924128271103874,15.786038583354909,11.11188047442251,0.8352150903417305,0.8317186717160218,1.0,0.3636026053777944,22.75901396102921,17.79025361580954,0.611028530676412,0.6085251520742578,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6913624212405012,15.84395892382074,11.134605451071849,0.834459123507478,0.8307840964419921,4.0,0.3541723838521367,22.74511389761312,17.75665066067466,0.6048939165056971,0.6037912687560743,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.689684692561079,15.85754493161235,11.202143376564258,0.8335274596969807,0.8298507772300459,2.0,0.3686027502837355,22.65842249995877,17.630558025292302,0.6129261061911944,0.6124959789741212,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6891887402106787,15.879485625811592,11.177952247802825,0.8332742102980292,0.8296216487953674,0.0,0.3737387396110188,22.510814232076704,17.608034747746927,0.6179472791867835,0.6136084393922624,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6924703849785059,15.817230297446686,11.155132091959828,0.8352274985050627,0.8314447661878307,1.0,0.3613253534435288,22.6109097989653,17.56560369015219,0.6081452590771311,0.6069748174834255,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.689410893669942,15.849350711536866,11.177558670492427,0.8334305864685266,0.8298534823242956,3.0,0.3836131658230556,22.46918044315576,17.554815273512585,0.6237735467299237,0.6201975826869651,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6912866500287811,15.83165655484893,11.178158854319635,0.8345279466857838,0.8308158020943729,4.0,0.3730383090816761,22.493413046564463,17.48096595379259,0.6174734968870539,0.617203399444753,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6880738629817782,15.892665016792389,11.233612633732074,0.8325797604352788,0.8287506818231829,3.0,0.3830208346581256,22.43270540689934,17.472423219898584,0.6227448447964179,0.6196850377448884,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6881081364711743,15.92141900414872,11.243445804919189,0.8326905394876477,0.8286725798197173,2.0,0.385256733919929,22.225941696524604,17.325625389059923,0.6263928271432158,0.6240202364229072,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6872525054208477,15.978835551690656,11.275490555189666,0.8321151479690927,0.8282722469505956,1.0,0.3966881489811201,21.818554281408566,16.990201547140664,0.6348279792506353,0.6342731578539306,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6896605077235479,15.869081651364326,11.20481532504533,0.8335618805668132,0.830220082042356,0.0,0.3798475864163861,22.394888910121853,17.40768466649628,0.6214529542462256,0.6187192242540352,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6884330850570611,15.889429707590162,11.187849493343773,0.8326625934358157,0.8289633796276301,3.0,0.3747364360528247,22.547966245795145,17.636667627350928,0.6191161917992523,0.6145143761772089,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6865858538977248,15.945137242018951,11.244224514372984,0.8314768071690704,0.8275098800394094,2.0,0.3896691479254137,22.23017954482385,17.385773516863622,0.6283476507239759,0.6268466374482715,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6828338951597552,16.023040629533718,11.354427635921107,0.8294014463912412,0.826003024716066,0.0,0.3974935672729019,22.18125895484884,17.210312911756038,0.6341616192391129,0.6324704239054526,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6927908056847722,15.767955025058145,11.101518213970987,0.8352820050737633,0.8315642803063965,4.0,0.3580889194628457,22.905777484860657,17.828923712359217,0.6074118831265707,0.604470609453663,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6910362383587669,15.79628283922142,11.138794933847828,0.8341440706338878,0.83064457616165,1.0,0.360629885298358,22.95538999256125,17.8390064471624,0.6074456591291342,0.6033808340973753,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.687773219760589,15.919058441336835,11.229272400026732,0.8322658195560455,0.8284791930531938,4.0,0.3816263363795414,22.35138308865136,17.392504105492993,0.6242667939435668,0.6208671992146312,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6930766816699305,15.789452037058044,11.14143806789925,0.8354412817487494,0.8315790839945956,3.0,0.3492389659039954,22.89499920644772,17.78746583504365,0.5991443625625383,0.6003795656670416,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6873212605395522,15.926617799681628,11.21971285517668,0.8318721017764128,0.8279707343781476,2.0,0.3704821492449911,22.576344176329755,17.667351375910354,0.6153793433757664,0.6126231849400531,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.690669370830358,15.845227439601135,11.166483060290531,0.8339740677836535,0.8304402931387856,1.0,0.3564821555681482,22.79975969539051,17.785268486291713,0.6059257053980246,0.601873504019051,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6901220342568586,15.83590529287376,11.172884191051564,0.8336245292625936,0.8298288453118816,0.0,0.3594519367974159,22.87947090558135,17.773985618430697,0.6071974848534197,0.6045643729779213,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6917178543905826,15.798758103566051,11.155892005080368,0.8346597856447611,0.8310974897576221,3.0,0.3572844400594619,22.895509231871348,17.689529041301515,0.6054719983281734,0.604621578761958,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6871644778793813,15.91804510426995,11.239100801632,0.8319493280149368,0.8281883417167535,4.0,0.3778883782524354,22.51309580726447,17.56018966103168,0.6199367824208913,0.6179414278433176,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6893222302604823,15.880316349235205,11.207070640103154,0.8331487696092829,0.8299196738547315,0.0,0.3610669183473172,22.715351549161177,17.752515790166406,0.6073321680991661,0.6049846708169946,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6879631813169779,15.907862123919523,11.218525828788136,0.8323546892883519,0.8287818080029092,1.0,0.3792553452195594,22.42765821840273,17.432263917850094,0.620908766967805,0.6212239442591427,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6900963118251358,15.82044234286242,11.159566856270752,0.8337708884433606,0.8296300550025625,2.0,0.371461668448671,22.740931334856644,17.736419844792845,0.6163754621966671,0.6150264020452035,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6348557290721877,17.183207637899518,12.519552838876557,0.800064037827979,0.7958582844246277,4.0,0.3472582810141567,23.13726399751497,18.30952214514088,0.5934680224335231,0.5889451871254732,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6319111771939472,17.2807032308931,12.625535963265191,0.7982204460741238,0.7938086660219714,3.0,0.3606068574567823,22.75023308450349,17.88789800586904,0.604144372481601,0.5972860582655432,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6347924102948392,17.190602350987643,12.576110962069407,0.8000677504549891,0.7956843702912637,2.0,0.3440296745456885,23.16256086679635,18.2530817624625,0.5914176085535516,0.5849430432964412,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.635407345603421,17.187249645350875,12.564527215216922,0.8004074267993598,0.7960694903831852,1.0,0.3453687662541769,23.073029966461405,18.11117405682774,0.5943791302697334,0.5886255666713129,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6322726385546784,17.27920482671534,12.617063575113251,0.7983500921870605,0.794367932271193,0.0,0.3434313587531123,23.01346982696861,18.026882170287035,0.5909896394109572,0.5835426289635105,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6358555771818701,17.151983615634173,12.519701146589505,0.8006921019253693,0.7962774224826538,3.0,0.3432937881464928,23.248420020959927,18.288447457196924,0.5903771301532046,0.5864174457666185,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6348904524086666,17.239554338453864,12.582776611241806,0.8000352133185362,0.7952379893702837,2.0,0.3459213926969305,22.853695992478748,17.942076724823636,0.5936923272411632,0.5893255987623154,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6303340650278735,17.293703748096267,12.641090712689032,0.7973647915010291,0.7929343764279082,1.0,0.3687267766236828,22.730020667550345,17.92094038315486,0.6094799888381777,0.6052094809849659,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6324270792409328,17.315871845786038,12.653654176524006,0.7984713282915016,0.7943658078563951,0.0,0.3400456181787252,22.857901547204456,17.926550842893718,0.588803198987665,0.5820692502203066,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6361760550290589,17.169367167572126,12.579017870780577,0.8009025018887839,0.7969312364090847,4.0,0.3456843621569575,23.0717748019082,18.09925569943353,0.593413639205754,0.5869249304599545,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6342195087233106,17.218620424223847,12.586861417563457,0.7996111140678948,0.7949922952608366,2.0,0.3391929321342243,23.17037259801714,18.247539319079667,0.5878672614257568,0.5844748223611466,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.633349144349588,17.26646618847456,12.591903246404826,0.7990824926509199,0.7946500891905218,3.0,0.3486212280207529,22.85470317668353,18.020067165064017,0.5957278892894903,0.5901849190169207,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6336191334945735,17.2228924464943,12.607515705736622,0.7993243188225383,0.7952158045983392,0.0,0.3442086929080986,23.13484768178736,18.0816582214212,0.5916605656708709,0.5855666832059453,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6307786594698376,17.325052370704434,12.668910165896392,0.7975124310149176,0.7930172028790633,1.0,0.3538347667271739,22.77565808726188,17.886590796168278,0.5992762158698326,0.5925642280336727,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.633447236562044,17.25205485984006,12.586976340364862,0.7991149908564252,0.7947068993421207,4.0,0.3410684022230937,23.053384860513063,18.079947341658663,0.5912087034800546,0.5856574593672191,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.632104065487895,17.320540604500668,12.660342685832298,0.7982315606675752,0.7941578717655049,4.0,0.3432202460874056,22.818311371492687,17.920792784983167,0.5905584947414648,0.5838323655284124,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6324438033601463,17.278551231681973,12.59691056099741,0.7986172414159836,0.7944109752824868,2.0,0.3558705535169334,22.77961864108963,17.964761751446677,0.6015105713068384,0.5943887944785629,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6347132868062815,17.213221442667166,12.561951172032334,0.7999165597549804,0.7959502971827422,3.0,0.336228440092321,23.18871044744714,18.30802134840494,0.5861473406081172,0.5829378590398439,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6340393808543766,17.207993985813964,12.562061400610308,0.7995255203852324,0.7953111321885196,1.0,0.3438693625021215,23.16389753593439,18.2420414370408,0.5901273010891535,0.5863492227705147,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6377976320465562,17.138425850722854,12.530666801171662,0.801742781193713,0.7977072206568184,0.0,0.3168725169014162,23.534665083077616,18.41889618298969,0.5715160097984499,0.5662373306374248,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.629941926448917,17.318176065389245,12.672434252996604,0.7969508175753474,0.792733137293608,1.0,0.3587369320839526,22.829258174415408,17.960291868280628,0.6028199992735647,0.597708573900029,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.631356212234561,17.274618159008515,12.614445268895857,0.7979255222877442,0.7934809801117282,4.0,0.3673206929229782,22.730632460167648,17.91006508789428,0.6089420709956046,0.6042597681362254,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6313792482683322,17.282457968680138,12.62968507763412,0.7978555416545785,0.7934905938755127,2.0,0.3585846595167148,22.837348092048487,17.988885826393965,0.6037660787518424,0.596726864438759,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6358004645742614,17.19477561799251,12.536554351716342,0.8005836733816024,0.7962359342189045,3.0,0.3273980945888263,23.30334321941852,18.32927820225716,0.5781711820027324,0.5759421429273849,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6330000699761399,17.257375523183082,12.611927291143996,0.7988678457305747,0.7943904306696518,0.0,0.3551449586079025,22.83295632956099,17.91490160986564,0.5997413657602699,0.5948679669832176,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6331057525785253,17.227760100508334,12.605400752823323,0.7989950878005578,0.7947459073903664,1.0,0.3517605857553003,23.03910687966717,18.004896144609233,0.5981821528299508,0.5944522873898848,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6353225959620945,17.198629246252843,12.572562112834682,0.800282445712716,0.7963702219117015,4.0,0.3376736100280632,23.1626431533078,18.15048668412946,0.5869227575945936,0.5818119366405184,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6359766711211803,17.173470250563717,12.547076005344254,0.8006614183790014,0.7965396230950057,3.0,0.3386635095711636,23.199238877455432,18.257311521747887,0.5863886422327971,0.5786371380129659,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6337039295715263,17.207314672935375,12.563812935919737,0.7993103373194741,0.7953947346798075,2.0,0.3526752686617297,23.05670256179724,18.1985954158821,0.5976766952685146,0.5907239837372203,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6367852483004462,17.16393615344434,12.539673286622715,0.8012145490581586,0.7971226703743955,0.0,0.3360976531898794,23.19209125834018,18.142911941154367,0.5871315693294615,0.5817646065016236,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6301910819827299,17.310138944234613,12.67588261041799,0.7969561355009573,0.7925413681560813,3.0,0.3618263214362268,22.78608455182778,18.03052928995353,0.6048287452216636,0.5998140107979961,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6349946721231359,17.188041297722272,12.565605306662809,0.7999770543823954,0.7955285391119453,2.0,0.3354418860657618,23.301564093485705,18.152680169484142,0.586485250735632,0.5823336243708617,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6292705600454124,17.31949115683808,12.672403678554282,0.7963196002079125,0.7920314163016909,1.0,0.3654569919350559,22.784640991429395,17.87943565549284,0.6077477004503986,0.5991241617363461,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6320565063045991,17.27181313014652,12.62669695655401,0.7980821180777995,0.7938827315521149,0.0,0.3503773395977401,22.960173841461668,18.04499143446441,0.5966413001357722,0.5929343170007377,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6358779707174151,17.232741902005333,12.58344101460156,0.8004019698930572,0.7964310147716556,4.0,0.3200099939784723,23.20472392095357,18.15980140778966,0.574592214700364,0.567627475036113,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6288799735569295,17.326451403147683,12.682523064728056,0.7962103359268243,0.7920163165025527,4.0,0.3560983564862929,22.9632613798688,18.06813822930196,0.6000149573496928,0.5926331250156834,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6292183316936875,17.353792164843213,12.676485210783015,0.7963916609292939,0.7921683182948059,3.0,0.3578321657960878,22.744181266207377,17.894333055768822,0.6034425594317039,0.5967635244158213,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6331406584440457,17.231351746229823,12.590453043826892,0.7988122468224311,0.7947765451459297,2.0,0.3407946792536238,23.20971063756317,18.25694786430192,0.5901484771383675,0.5835010631969223,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6272391574562376,17.34623632239324,12.708415872237705,0.7950131927569757,0.7903101335549814,1.0,0.3647986450680577,22.90109053762629,17.93257963741236,0.6079364312928548,0.6016863644725732,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6360067920442525,17.162887221836606,12.527742144360522,0.800518575540104,0.7964520659586551,0.0,0.3262724658448719,23.466401053797384,18.49566841925256,0.5780482978398968,0.5718975868130419,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6298736931896289,17.331459670852098,12.651182479284255,0.7968042716794373,0.7929145913073484,3.0,0.3596414458745067,22.74937528022389,17.98066685397321,0.6034983257658145,0.5960889096689701,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6282247687596582,17.345557280689857,12.667541109285152,0.7957287725422743,0.791643828007445,4.0,0.3608869438793018,22.852616333131927,18.036676955823207,0.6034624550294401,0.5983131872474948,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6331213695990582,17.222359807806697,12.592032174059614,0.7986849024672,0.7942647959691788,1.0,0.3330539421451558,23.39524389165463,18.42675334511389,0.5829832487410982,0.5762119357529795,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6299449403232866,17.301714298124843,12.641294562471789,0.7967239322890358,0.7922178695804037,0.0,0.3608288686504505,22.87805524365256,18.047679296737105,0.6038995570773915,0.5992464460887228,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.630854076880961,17.287017352881392,12.627286680098262,0.7973175044363062,0.7926066759818227,2.0,0.3534157181532114,22.97554240259988,18.15662902021644,0.5987440167013784,0.5926806352240537,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4055856296260751,21.98047416506548,17.481038057190545,0.6370586373319725,0.6174837717821852,0.0,0.2570965854394925,24.425949018764125,19.69244376072884,0.5172198244084084,0.5005807424831259,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4051550607194674,21.978424615354687,17.444934157451353,0.6367078687834381,0.616240170592075,2.0,0.2574330321396951,24.467692920178543,19.828297792855423,0.5170374127685786,0.5042476295469445,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4063538335363618,21.931775147798607,17.442148475275378,0.6376636471325569,0.6179511619354029,3.0,0.253065502211233,24.65052227208532,19.88935131148691,0.5128200026363582,0.4970979246541789,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4013297848933161,22.00952617031264,17.503451762517418,0.6337123497022266,0.6136142497755963,4.0,0.2782841136922207,24.29708805862062,19.6830492337482,0.5327942244212651,0.5189968970402016,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4034237921561979,21.985190907088388,17.507741368089683,0.6353583585236342,0.6159535177774297,1.0,0.2632243483388137,24.48559420844761,19.68778007536726,0.5223313189049195,0.5066720429971664,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.401320648858773,22.007886242598268,17.51146917151771,0.6336843052129713,0.6138073375098156,3.0,0.2745691986004301,24.36225666410193,19.73712368108406,0.5300261346739745,0.5157387462026904,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4003853587309063,22.04561343703318,17.563113857219584,0.6329672059968547,0.6108057233134129,1.0,0.280758070285535,24.17163943843987,19.41630822155728,0.5357577920612273,0.5295855082211284,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4000847497703661,22.08932578780046,17.576905030299827,0.6327155869179238,0.6122567142046474,4.0,0.2815109036963322,23.984663031286946,19.36233107235756,0.537459406762568,0.5250552752548896,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4012156671425972,22.02517905784621,17.525335033099186,0.6336098884624547,0.6128631872798912,0.0,0.2755946954410023,24.28254850547468,19.51034010657272,0.5322078762761757,0.5223205314519968,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4045098170544217,22.029255456405824,17.51671458955274,0.6361854965141581,0.6150952462441432,2.0,0.2522156298297219,24.36764261591573,19.68437882395149,0.5135980890374102,0.5046831170212666,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4048319264508072,21.944882871077947,17.447133149328202,0.6364636761852485,0.6164438048800032,0.0,0.259839321437358,24.606326861672468,19.90153780462009,0.5166542391375583,0.5045663151365737,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4013580656613801,22.09297450058845,17.562262172991655,0.6337289269623717,0.6135906409943026,1.0,0.2726623160648552,24.01967758735325,19.44748687999516,0.5293954412608756,0.51640120196492,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3994183586434066,22.06986701920885,17.589292399930518,0.632205470757703,0.6116225242315327,2.0,0.2822571478785537,24.11990518457677,19.39590639019645,0.5375089783346938,0.5256737774399804,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4029238553411423,22.04961227603565,17.545388844468377,0.6349384008714658,0.6148074024264201,3.0,0.2667067755454676,24.175298896723827,19.492806954256864,0.5241600754354734,0.5117672929557805,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4077594067763622,21.92537198357569,17.4304179333332,0.6387550606320711,0.6189658575922525,4.0,0.24511596502344,24.69407486638056,19.93939527357447,0.5057656324135563,0.4935249839589156,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4031676280661599,21.96455162150988,17.442895227947105,0.6351379270141508,0.6141482245939784,4.0,0.2664730593411377,24.537168386621666,19.88448089936293,0.5222104716457987,0.5118278726737122,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4045858350712168,21.99616424244068,17.501513839090794,0.6362664000521021,0.6164887666609903,2.0,0.2607995521349308,24.381990072828977,19.62984238368808,0.5196608687093598,0.5024796840753631,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.40181652443019,22.03932000104481,17.546399119052627,0.6340753126067423,0.6135941732070243,1.0,0.2706096477529103,24.254771681577022,19.55053546665625,0.5277438116573712,0.5181062819240583,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4026751103356604,22.0070513001858,17.4938161657075,0.6347431512697518,0.6144489146900456,0.0,0.2688729188702441,24.35324735760384,19.689824010348737,0.5247954292861382,0.512707407560469,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4046496031968207,22.00289327776729,17.486063880264723,0.6363239437363146,0.616497933731212,3.0,0.2499649440116942,24.521487558833314,19.84204588062637,0.5106438561309008,0.4970244042732671,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3988667243949478,22.081291629942736,17.583560020673218,0.6317497989120293,0.6107593807769123,1.0,0.2804607678045725,24.14008857075432,19.49364384624359,0.534997629813038,0.5249319806302194,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4029723602577275,22.016944139833868,17.523589477157074,0.634993822612579,0.6147247863054693,4.0,0.2702176268072538,24.266055745168785,19.606095396386944,0.5262766980580017,0.5148012167434831,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4033983432459214,22.00521370173989,17.492452468277175,0.6353197160120112,0.6143482378865923,2.0,0.2695902472749567,24.29342329604075,19.61305852954097,0.5251268228858932,0.5152763656406997,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4066204109237558,21.94474780204255,17.42644470726167,0.6378689748004106,0.6175800752337017,3.0,0.2487198837137119,24.642708286255523,19.84282075606392,0.5104427646631066,0.4979706912355013,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4013522437628835,22.04201683832204,17.537310290566214,0.6337181955155611,0.612458287017172,0.0,0.2702349938656928,24.28684008393077,19.629751620259963,0.5273387497378359,0.5202635750949549,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4052073268745331,21.95135002101012,17.445729117516684,0.6367563708504622,0.6166805305043395,1.0,0.2625211925457317,24.501044315743822,19.738910028376697,0.5213949387593467,0.5096064769523667,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4051002250975555,21.97034383808744,17.45711347605561,0.6366602275172364,0.6163410679308953,2.0,0.2556491311535974,24.539902858796893,19.77674706792033,0.5146215465716439,0.5032192170267167,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4039022298225285,21.98497946701285,17.48487411325007,0.6357340198453357,0.6157264743491797,3.0,0.2664499978989479,24.394653737091183,19.701419108847208,0.5247199456212399,0.5110322897738482,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4063953430708725,21.937082438201703,17.445541789170914,0.6376999350805916,0.6176752347600576,4.0,0.2531730005722162,24.622810474026263,19.850996155012844,0.5124328940007579,0.5024897268947925,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4014248123411157,22.05695157197748,17.547040921577135,0.6337757105556819,0.6127539845984002,0.0,0.2684862040650448,24.24036438046489,19.585630480785625,0.5244975511877198,0.5149449780161429,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4041527122556364,22.01792242582356,17.497744839546503,0.6359205370980692,0.6154873140564586,4.0,0.2580935051748909,24.364820881780776,19.68609385772045,0.5166534550640032,0.5063033377500753,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4015413425239191,22.07005826053588,17.541623523116556,0.6338369893502889,0.6134092149921823,0.0,0.2727026600600888,24.104740643107384,19.43050672283343,0.5298895968848905,0.5178282534736592,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4011422428503954,22.053340332615484,17.531407904531456,0.6335389367520738,0.6134118472318889,1.0,0.2709325549493155,24.239950001794032,19.657547270437423,0.5278102929168607,0.5132794579530359,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3977202647571058,22.129279175331288,17.617779209376728,0.6308251986719335,0.6112539824596647,3.0,0.2768894978490523,24.08577348938193,19.40451640397838,0.5325359971492589,0.515604620328517,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4055195595141093,21.964959476537,17.458135526027025,0.6369690600574882,0.6164529434602845,2.0,0.2490713320142277,24.637632886736306,19.8861371092485,0.5092330242717124,0.497951875445488,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4015368131867086,22.041960893542672,17.525253655802985,0.6338536614520371,0.6131728778468294,4.0,0.2673237938149447,24.31518115424196,19.594263310891613,0.5236165215161085,0.5161041350147832,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4063348290174071,21.938681496367053,17.424677131023355,0.6376212236867582,0.6169591725276097,3.0,0.2485172202141319,24.697023684043224,19.93577631708344,0.5090274836339482,0.5004384611377264,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4010051529431909,22.03325181213003,17.53205959099026,0.6334096705775165,0.6126431476238059,2.0,0.2772923352894871,24.235946850075152,19.57066101418275,0.5311290262653829,0.5215270489329162,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3975929013395052,22.05909825799532,17.535553760828957,0.6307152573669703,0.6111618766229068,1.0,0.2876693811568509,24.21739405924418,19.583510568759955,0.5413588273556478,0.5262213255067815,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4063660458324045,21.96776786171357,17.464371142160733,0.6376231196155393,0.6176239679905897,0.0,0.2470908334973399,24.58656680917397,19.790298230580525,0.507792588550217,0.4950503143493843,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4021190979750093,22.08329246832337,17.5686803609626,0.6342872135268062,0.6144640474201842,3.0,0.2690491370332436,24.059655847343947,19.38347865441511,0.5251387673171125,0.5106245529856642,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.405995079234578,21.987428564221755,17.47746078994994,0.6373360464631695,0.6167522169165478,4.0,0.247492442030251,24.522096531767385,19.73336898585606,0.5102120009073146,0.4991577968989992,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4019966616952222,22.072440722012296,17.548879956769696,0.6342003390134432,0.6144210949466343,1.0,0.2696920461272891,24.105770996146923,19.47263894906663,0.5265403232497151,0.5131768232181332,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4035965297558849,22.01227305536997,17.503444643957597,0.6354471085686975,0.6152403851535986,0.0,0.2561386680960315,24.468289360737657,19.732918184846984,0.5163829454672848,0.5073835617403484,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4061017688144465,21.913287322933503,17.45057817896891,0.6374366508904821,0.61676644483618,2.0,0.2492908837160199,24.817158214628137,19.94304559897559,0.5075442633121334,0.4972567331474621,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2565249412771617,24.52594111842944,20.10965457026109,0.5065580783978452,0.4788528034359737,4.0,0.1903319980268121,25.73523919082365,21.22497121457653,0.439530469869927,0.4259560874811307,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.259033770287147,24.537143561252467,20.08227059769813,0.5090308288638545,0.4809216065512169,0.0,0.1824897041899087,25.643917762630664,21.160406043216764,0.4345355830553804,0.4216724158633185,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2546829195624234,24.56211493781616,20.126159451621845,0.5047414179904677,0.4776174384517966,1.0,0.2016176344338492,25.536811130270728,21.02352319606631,0.4514183846835201,0.4366279214530119,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2583833016499579,24.46024896105961,20.03015810206931,0.5083861878529318,0.4813556328373641,2.0,0.1864180508930122,25.94777205125352,21.46603611468735,0.4346056970864576,0.4170101134230877,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2603516687942394,24.517947645413724,20.07674037629632,0.5103221127361239,0.4849635089147192,3.0,0.1821776641946328,25.632858937961142,21.12722964421669,0.4321837528817738,0.4079165065233374,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2611044831566946,24.435004442510326,20.021720020414293,0.5110643953536584,0.4846166535053723,3.0,0.1745298507618189,26.05479223324029,21.49124450901216,0.4242551107923327,0.4055525874658416,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.261803866860903,24.47914385596632,20.078104473054186,0.5117393365514834,0.4848618876048129,2.0,0.1731309249688417,25.83713526574886,21.21245757258789,0.4233023481295679,0.4049777883922629,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2614400852721746,24.475368440040867,20.054211303258903,0.5113875079223598,0.4847611953761753,1.0,0.175929175851301,25.83938666391252,21.26968487230993,0.4252341009756187,0.4077340112765053,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2590153996024956,24.51929102458148,20.0987617881561,0.5090079622146786,0.482303017522083,0.0,0.1852560359964509,25.67602608681689,21.137939960377008,0.4340605796040921,0.4143305641145843,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2591730412966948,24.5010578191164,20.069658294893426,0.5091677322951389,0.4816419914027897,4.0,0.1834070498643262,25.770714664595182,21.20631085035814,0.4334549986797471,0.4211270077238981,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2605423010638669,24.51485662041661,20.08244059502447,0.5105028712125924,0.4842515037170246,2.0,0.1785077221482989,25.6947981360775,21.162693741942448,0.4284979894071257,0.4099214784039491,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2588820688978668,24.51862948132137,20.09831706409764,0.5088775650641671,0.4818227365969083,0.0,0.1836423338781204,25.71191868984485,21.189752626889952,0.4337789473986003,0.4143702275457837,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2574931847547411,24.56221548070619,20.122323193434628,0.507517060081594,0.4823320314418079,1.0,0.1857064683599845,25.59533410317935,21.08920102886791,0.4365226127235249,0.411050194670743,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2598250681070939,24.439264739706523,19.99828007321766,0.5098122410705672,0.4836747412464014,4.0,0.1815165743625717,26.01444361431309,21.493073902207847,0.430371581396498,0.4115170201086419,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2628101547814394,24.42098549575321,19.983593995681307,0.5127261055773481,0.4863238262917802,3.0,0.1668786321717618,26.11535439731676,21.51797621296538,0.4178052948428845,0.3989637299299419,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2615634800307282,24.476686204872728,20.040367504001985,0.5115122400159862,0.4837384903102011,0.0,0.1743824120258971,25.849601721227483,21.33750314828798,0.4245456223256153,0.4104094186967521,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2553987593726601,24.60761714100704,20.18658994591743,0.5054404562681147,0.4796167255060588,4.0,0.2004915466941564,25.31593120811209,20.743779151088635,0.4512891410304682,0.4284757859497768,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.256598783683395,24.54006153258815,20.110734379337448,0.5066283059270761,0.4787874566567146,2.0,0.1887210775791228,25.702087811742874,21.179725016394503,0.4381006369826765,0.4245011075635073,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2574633152188363,24.590791769458747,20.17154275945815,0.5074840621857746,0.4797683351959034,1.0,0.1929593597007725,25.35953199009946,20.93613454092761,0.4424969303982703,0.4275214518522754,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2568763174462303,24.52756054779761,20.1048815380021,0.5068843437933535,0.4801160304054553,3.0,0.1887959994877207,25.73433281171221,21.12612589555131,0.4382508358799896,0.4200785861730884,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2568302354462749,24.547590402831325,20.1200124970033,0.5068510418728401,0.4804869254124663,3.0,0.1934270844550858,25.579543470645888,21.030943485993248,0.4430309000381776,0.4229038874425924,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2610814134965329,24.52449814756341,20.087276679200283,0.5110391317638162,0.4837879025725822,4.0,0.1717629375153775,25.7189772059808,21.17398989725068,0.4219977404306035,0.40608518942539,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2601542326077176,24.51016190335556,20.076981685654538,0.5101277102357447,0.4833232905937928,0.0,0.1798252551089251,25.71615527839171,21.10532047654329,0.4313728275689276,0.4125676077719012,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2590673526387358,24.49532686907161,20.09537943063429,0.5090540893759002,0.4829154282567549,1.0,0.180192068727648,25.8500170321922,21.239903828177813,0.4296373243721952,0.411130393405083,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.261565215328319,24.4751641733742,20.029733581701663,0.5115015808158131,0.4849113867349509,2.0,0.1730825531325274,25.87558174455732,21.37843789933851,0.4235479757306103,0.403376609097714,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2567977829212153,24.559475858427145,20.149492198596747,0.506826601563472,0.4801016827790732,0.0,0.1969679738277365,25.47704414285118,20.914301674009263,0.4466897988610065,0.4297375515491928,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2620916342297059,24.47238613489033,20.04476122564523,0.5120204604422621,0.4855679315753332,1.0,0.170384362130438,25.89102543344389,21.264174047007824,0.4215811882817498,0.4050132260202027,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.260847369119534,24.48459367857422,20.04721893429373,0.5107995399963995,0.4842132802016505,2.0,0.1753999130078383,25.84965642201653,21.25029400711817,0.4255516914428235,0.409244306199059,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2597863702780285,24.51018889414386,20.094526684607217,0.5097642448454929,0.4846799053711111,3.0,0.182297587573597,25.70769513168669,21.103982627684243,0.432276021373041,0.4094557146631774,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2583282007512663,24.5171507234407,20.104756278202053,0.5083335212387072,0.4818696152040362,4.0,0.1861834515993203,25.718953719657424,21.12237394393956,0.4360495559345024,0.4184666513714328,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2606131695020609,24.49900688696937,20.0734908964594,0.5105707804001921,0.4823993431503999,4.0,0.1715740596879484,25.86528445155264,21.30013367602195,0.4215943209870409,0.408108822608924,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2615648111976498,24.478685701078035,20.031432563483843,0.5114969639152191,0.4852019011975659,3.0,0.1684482503778732,25.93160847604192,21.4173450016498,0.4192962832674436,0.4046235481954619,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2546378553203703,24.52208081574348,20.076779573178296,0.5046841532347778,0.4769877733484309,2.0,0.2028651781725091,25.680550136777523,21.226042985589515,0.4522855716658713,0.4382870167886807,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2604649286749677,24.502378362368,20.043307217877548,0.5104316432638242,0.4843910894240509,1.0,0.1807815659249322,25.71732273161896,21.256540730940053,0.4299748957127354,0.4103161484908644,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2564615999937594,24.509154855460203,20.074270220577404,0.5064891527324601,0.47971811618251,0.0,0.195266399231453,25.73586630715875,21.31556639948077,0.4439308280559114,0.4264176113411905,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2589854114370685,24.504665512641573,20.070991712182742,0.5089654330437744,0.4827901051544842,2.0,0.1864788803660479,25.72117999012329,21.18817908494527,0.4361302209672646,0.4161322299654592,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2588871102977012,24.510092802331776,20.04919186958505,0.5088738831786653,0.483030311743323,3.0,0.1869176900748917,25.69387268615408,21.230362435256943,0.4356789578697044,0.4156754547575682,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2584528986593211,24.545832311549983,20.110905632442204,0.5084371708242116,0.4812483133845451,1.0,0.1837111262911883,25.628843537403828,21.11863482226245,0.4334300034104258,0.4181358197110657,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2598210329375416,24.54283488845433,20.10867271254105,0.5098090159105937,0.4822117646413077,0.0,0.1760775911868241,25.662340250623338,21.147300284043848,0.4257654850860772,0.4116034997189123,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2581285652110457,24.52042057594139,20.09766380090329,0.5081129679358014,0.4818362780383049,4.0,0.1832447906640024,25.76518391688332,21.14679453119849,0.4336924037803347,0.4163282543904889,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2587944752249864,24.50223481071574,20.06786552481119,0.508792927105485,0.4819691017061746,0.0,0.188121042326367,25.7135991903116,21.22435418851138,0.4375889966913264,0.4203598546243537,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2582545697721546,24.52660112134881,20.10644006804213,0.5082603623348083,0.4816283562711888,1.0,0.1903025024754039,25.615064496729385,21.09427224845157,0.4397702254666411,0.4229317147903939,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2574625752993963,24.54342610056663,20.096131684472248,0.5074767018692964,0.4805106200549041,4.0,0.1882199637506271,25.63388755149673,21.08537574099965,0.4384060719934771,0.4227546625043314,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2600267014110247,24.49895887898724,20.0720086894258,0.5099949767487019,0.4839979383357752,3.0,0.1791576889415739,25.7871144123778,21.28295931593181,0.4279993889634502,0.4070509649300615,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2596747872273958,24.52870663896164,20.09321539990228,0.5096484315057368,0.4831457262687986,2.0,0.1776112421007725,25.711218514872662,21.166662745939384,0.4264150039302813,0.4087771608605238,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1702807125480592,26.123727606717463,21.76208666413732,0.4126510943194528,0.3993089426330777,3.0,-0.0991350446188339,29.266068996836136,24.16155868984859,0.1340893309920089,0.1284440945403392,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1503035484273142,26.18471985894259,21.854261593650385,0.3876902133546664,0.3800256033297342,2.0,0.095520602322728,27.10723975372656,22.63264682710063,0.319056269246441,0.3292097746275974,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1613586943060514,26.10295873192222,21.76953633752524,0.4016949655745805,0.3911846166949163,1.0,-0.0095759315644201,28.32292583188874,23.56032261578295,0.2397200228162612,0.2142530408897486,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1406088995447514,26.23899606429468,21.924599680941807,0.3749787506100486,0.3641602886737452,0.0,0.049367573034835,28.184175292113192,23.51401244636407,0.3154753651349004,0.3096291221567614,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1672770901625058,25.93939099229527,21.6613189895327,0.4089954572845595,0.4054810717208983,4.0,0.0600296492691551,27.71549674448553,23.00089367056365,0.2683226013134573,0.2650135090982308,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1582498953486421,26.380501303039026,22.02665484027512,0.3978063658692042,0.3849575784134563,3.0,0.0364522666571132,26.85722940318987,22.40490312857021,0.2683828477906317,0.2515622395051499,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1737796939390112,25.897108473163875,21.54504434541424,0.4168694744324502,0.4049110671347201,0.0,-1.2439138718430526e+20,317157703276.804,6476986657.14399,-0.010614989742446,0.1057931743594579,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.167986359625664,26.011107717050944,21.65726285217965,0.4098615400890674,0.3988158589374664,1.0,-5508903158934734.0,2090101942.458974,30474756.871417,0.0089234820177806,0.1794639588131218,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1621212311036821,26.226289031143008,21.866065132531286,0.4026428840066428,0.3947305137320919,2.0,0.0804130527981322,26.67284435247767,22.314622327974945,0.298144711518734,0.2939617475677719,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1388885882751036,26.409144523967303,22.06438662603422,0.3726777611699309,0.3620941489790627,4.0,0.0953738332485645,27.05363772358292,22.543277323240048,0.3311649769735202,0.3362961709588225,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1351552887642455,26.121500779613207,21.78942530799409,0.3676350567095566,0.3593773159220214,0.0,-0.0651642322348984,29.396557948488194,24.441831410677537,0.143178042418307,0.150476214396009,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1477073676661756,26.42547168073699,22.02475389691648,0.3843274350087981,0.3733879691732563,1.0,-0.0397212442285466,28.68977825347793,23.89312546301446,0.1495815570797355,0.1215848658414241,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1419651378382342,26.6505630375566,22.25964885419868,0.3767829317386986,0.365331943786225,2.0,-0.0013460874215411,27.34509439554705,22.84347981993179,0.1835574625942717,0.1553149140855162,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1297676744184979,26.572052159440577,22.17437291038733,0.3602333532972114,0.3485550329956857,3.0,0.0116294216380901,28.22193907490365,23.59378096300629,0.2192878098320301,0.2233608898811417,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1489257435970026,26.785688324170184,22.358528764130508,0.385909403832527,0.3735830798373298,4.0,0.0040509622227847,26.854364928061297,22.487346767444787,0.1735329433124245,0.1537155929373665,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1212342701803618,26.375431038429703,22.02532917409741,0.3481871485383298,0.3460258542084115,1.0,0.035732611079651,28.83389594984606,24.00983217259057,0.2492219127913603,0.2358313966681667,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1225181181081404,26.668826665885536,22.30871200440353,0.3500661530029829,0.3385682287189109,2.0,0.0391396416453678,27.86758286352349,23.24973971929085,0.2522979576319613,0.2548653868948524,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1326307470744295,26.36736451714842,22.043059397981462,0.3641850605538757,0.3586262334504285,3.0,0.031657174419381,28.446561690926146,23.58257537693834,0.2817979929960723,0.2725900641041662,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1336751272215776,26.61776263471209,22.21095033623087,0.3656173156164715,0.3533160933592212,4.0,-7.827749831791151e+17,24842264228.635937,387490407.2810392,0.0088285370523211,0.209581306873535,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.119517213182319,26.53967604832836,22.18596875306234,0.3457126164639049,0.3446961406901337,0.0,0.0946851912345339,27.651155253857343,23.135683923396986,0.3134672255692189,0.300769247916271,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1163083498098743,26.906075725462067,22.526244463394377,0.3410401024127128,0.3326763579780525,2.0,0.0961086153263912,26.458396183920843,22.3040889579241,0.33004888080744,0.3331184743575513,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1295382224690889,26.703134038702427,22.35374070665165,0.3599141908157793,0.3545232629218489,4.0,0.0678910173075549,26.99312431464466,22.65974509646492,0.2733970052453207,0.2644740820030744,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1140355885608834,26.78069858651852,22.41609678735282,0.3376915663639837,0.3325602509011754,3.0,0.1152827892440129,26.82967664675677,22.62392456480765,0.3413128814559898,0.3470103192431347,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1298010400275181,26.417407002517944,22.131924537838195,0.3602791175878498,0.3631189760295229,1.0,0.0410705162764799,28.2454509417004,23.432557711549816,0.2688399292684708,0.2647001864942621,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1230279664272655,26.96659850035006,22.643163278352024,0.3507534494758839,0.3438917819216804,0.0,0.0615912387772331,26.35003695052145,21.883241651315743,0.2748824896768566,0.2782700485553113,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1305531351781356,26.70909793747113,22.33972815365443,0.3613216672442939,0.3499613261815298,2.0,0.025619587777613,27.564179776038795,23.2014684546943,0.2127667598304306,0.2023706408935691,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1058846039171612,26.996103836397044,22.631965869254824,0.3253993669322639,0.317720727918765,4.0,0.1517569289876095,25.90019503447961,21.938361826830945,0.4180683844157951,0.4140718340927533,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1346244420296073,26.36366817175489,22.102460222650663,0.3669123574990546,0.3713159492332368,0.0,0.0358962935845561,28.29923727111879,23.39660486389872,0.2150030416649482,0.2150712557922235,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1314002444608402,26.672747235924025,22.31834528712044,0.3624929468841099,0.353256315222301,3.0,-1.429969518307468e+20,335168349217.13855,6957036415.120895,0.0118042223078065,0.2306319701755647,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1378526242084751,26.480413513951213,22.16014856926583,0.3712853779323907,0.3712831139823473,1.0,0.0251124859703409,27.990893902596337,23.344886839534688,0.2366764944248319,0.2418389742828493,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0900407610605904,27.138960200157143,22.76927208554381,0.3000679331929096,0.2879442616814323,1.0,0.0866167669314034,27.287992733889578,23.06563579245258,0.2947982191796679,0.2956136267819221,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1064137905233385,26.632295551626328,22.36738407398914,0.3262112715557747,0.320323203107668,4.0,-0.0143104997205021,29.320820873955505,24.299178516385112,0.145763335219827,0.1220393378197327,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0976282101074148,27.049346447282108,22.68344933992064,0.3124551372732009,0.3065064636742411,3.0,0.026789735943829,27.919010668282382,23.36866365714616,0.2407424220001654,0.2040206784148631,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0997402218822479,26.62080410471541,22.375934855399464,0.3158167615729709,0.3083439216963307,2.0,-0.0862470595782567,29.88189730181193,24.84515769955232,0.1499424594223471,0.1544094974695958,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0814919595188037,27.051366213231955,22.72776072223928,0.285467968983492,0.2865414455406922,0.0,0.0405167255007286,28.49604895077184,23.907065181101167,0.3147601274099737,0.2886809813341916,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1020077850492842,26.732935487414466,22.4398218520972,0.3193893596486739,0.3048694896515487,3.0,0.0103949814239173,28.39125842611361,23.671044865478205,0.1775806332848986,0.1774245896887514,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1003237852241136,27.061431379753788,22.68522827897128,0.3167398764370675,0.3014026540863393,1.0,0.0315832680112676,27.54737689770572,23.19953120792328,0.2326404279080365,0.219453456009991,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0969667240123817,27.10381717837498,22.74892136501567,0.3113948334467632,0.2995002837760118,2.0,0.0466804473923064,27.42049283268968,23.105861838626808,0.2505688015354282,0.2416929401395341,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0938404264643653,27.21171671774889,22.85684844919088,0.3063339247344377,0.3010696208955135,0.0,0.0828382190220824,26.97230155416047,22.76837845402965,0.292919556761601,0.282721836944611,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.095296917653658,27.247427101346048,22.855430380193056,0.308713386515374,0.3045135293479595,4.0,0.0354573883414629,27.23519033859999,22.99560425637028,0.2647877085637358,0.2563441245054891,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0943870295902385,27.089926015752766,22.704129902636687,0.3072247219963964,0.2969545090070281,1.0,0.0829695486714197,27.289823620888804,23.02224844891648,0.2978646829979717,0.3041727056205676,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0931360592798054,27.246904521503485,22.861428456837483,0.3051820104197869,0.2902974117627553,2.0,0.0597389210667329,26.87358873400041,22.674902124579614,0.2710913140661801,0.2804560495175273,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1108835001185234,26.85604255574412,22.54778041932587,0.3329917418958729,0.3312944326633381,3.0,-0.038236287045489,28.826458875833453,24.01925210383312,0.1777581206456694,0.1664354961231576,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0838287549978518,26.95274048662001,22.70700057265439,0.2895319607680769,0.2879765639425262,4.0,0.0779756473926619,28.202499723134,23.501515500699565,0.2877905590726929,0.2928591447817911,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.106222895905766,27.16828062908544,22.770600622809816,0.3259185421089364,0.3172354507591267,0.0,0.0443665494537978,27.0905159604342,22.77904507539657,0.237624428163798,0.2479857746922998,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1019911523416681,27.263667003382785,22.873353891360857,0.3194052824940367,0.3078372757254767,4.0,0.0576869408621734,26.79161960626596,22.655623494830145,0.2583144116760625,0.2738915992416169,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1146407234454124,26.89240107328996,22.48472523755387,0.3385899312168152,0.332386000820607,3.0,-1.1459006979015352e+21,942952589273.6484,19051911275.42792,-0.0082531179615544,0.160767408473007,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0877597613474564,26.96049070538524,22.69058441606109,0.2962453355996748,0.291688368549134,2.0,0.0001659531132884,28.980944916986065,24.1896855378744,0.2663233407815968,0.2641783806894134,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1033021733774238,26.7061696476203,22.45582257489376,0.3214065546584636,0.3209340057815084,1.0,0.0228254537551098,28.735098327679736,24.067203638833075,0.1908785024741223,0.1891196065045844,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1101335561838926,26.73398489650636,22.45592152752845,0.3318638031558248,0.3308598041821118,0.0,-0.025360489299661,29.060143799059546,24.28305772527948,0.1264158674973872,0.1364902614332746,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.063896330062096,27.55411874723606,23.260629025806026,0.2527772352053562,0.2411991517375499,0.0,0.0666937849781511,27.352422167913527,23.05791161905968,0.2675760721595961,0.2332738397253547,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0698365766671018,27.63016132906282,23.2759846381248,0.2642661116039912,0.2388831759607898,1.0,0.0282085284353973,27.19979325244993,23.051253168756407,0.1995066332264826,0.2272515199413508,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0557675798834683,27.592996862461032,23.28960254387384,0.2361516045456619,0.2179060691585602,2.0,0.1112017045502389,27.14426986908768,22.90798628705323,0.3442137517405996,0.3652788726453281,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0840092006561006,27.52431980024296,23.16853150208505,0.2898434083963002,0.2819982707081597,3.0,0.016415700776915,27.46277531729305,23.30954303019082,0.1419504615501943,0.128485251803939,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0770072849311966,27.511155456644136,23.18069975238388,0.277501866596918,0.2638834964833559,4.0,0.0365201805273583,27.495020257687468,23.278872969388768,0.2000708749023237,0.2021935561008825,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0660029476590859,27.27861194513967,23.080282891102275,0.2569103883829648,0.2562924326247567,4.0,0.0171985193792945,28.60487563064516,23.872960593412184,0.2154736285019205,0.1754142814266327,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.070997265578938,27.57054265648121,23.30929322929258,0.2664531207903896,0.266924640306482,2.0,0.0273711483894446,27.440405796691937,22.96351969566564,0.2412097056417207,0.1826720886820737,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0633745431281297,27.619538386461954,23.336302838445903,0.2517430100879259,0.2391048179115129,1.0,0.0597134728610425,27.178500907352024,22.86445641272617,0.2446389391076169,0.2194209741985145,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0685763787740365,27.542324057246216,23.189793183558702,0.261870920061844,0.2416739714865962,0.0,0.0477080909192755,27.3977569352474,23.34507106111435,0.2315183523111327,0.2421313599770122,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0665848982980288,27.32413848738375,22.999414114478164,0.2580404973992044,0.2471841990484233,3.0,0.0207560865371432,28.570529570277657,24.11627833221762,0.263308371836593,0.2517066398875031,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1510646533483023,26.24238858247301,21.939694044180182,0.3886705487140311,0.3817202879629059,0.0,0.1468246381697552,26.282392102924817,21.847727165229884,0.3837866547280337,0.3728128954634258,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1525306389170231,26.252843213343613,21.92427656560012,0.390551896768107,0.3805695411706663,2.0,0.1411936077561508,26.23627904548965,21.88747610086007,0.3759887341008427,0.3682898387226414,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1497205342038506,26.243719062540205,21.91753401550948,0.3869376037164567,0.3789740034141893,1.0,0.1523220814008599,26.270649029480666,21.91495416092612,0.3909329769019797,0.3812016827759761,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1541683157543992,26.20829140820537,21.857914067309533,0.3926429438441037,0.3844281707304816,4.0,0.1336546972154627,26.4296206839286,22.1113662038974,0.3671476652550292,0.361035486406392,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1512793215903064,26.247649688874343,21.92195980117968,0.3889466431080026,0.3808971248556024,3.0,0.1448092540174361,26.279142325475032,21.910535855151096,0.381061892898184,0.3685740764598726,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1548243402358587,26.165293190103,21.82984532613358,0.3934779857780537,0.3852807016261201,3.0,-4.05274546122268e+16,5745198071.775435,71151054.99164283,0.0085821939066669,0.3551633586147397,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.152303648175139,26.221048757773023,21.89611397016052,0.3902612849454919,0.3817834656879323,1.0,0.140960846098459,26.38357937880645,22.00316875621484,0.375893159391879,0.3663510291683963,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1543034456071552,26.174259562896697,21.824078225379804,0.3928251772591063,0.3846580916964924,4.0,-1.5014808487176618e+17,11053471960.651249,136891028.5172491,-0.004458613737876,0.3528650720585136,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1514098647622807,26.24303748428041,21.91640549804114,0.3891195688494505,0.3805473386634325,2.0,-1.2457057959979757e+17,10034469738.590883,124271261.33077613,-0.0041742153018933,0.3756005424200099,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1512513894373712,26.22248985161489,21.90219081218035,0.3889105533718314,0.3797023725724713,0.0,-3607175154141802.5,1713438895.8241184,21219994.815556087,0.0084004004262048,0.379396589472582,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.127578680988223,26.573799016267024,22.18291832110968,0.3571818689257912,0.349152393419428,1.0,0.116467759499226,26.863256525088097,22.507412602623585,0.3417626996724301,0.3259308481333948,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1275594929619692,26.535134070532933,22.17784301838153,0.3571549190273109,0.3483092549857061,0.0,0.1164378060683754,27.015532722767244,22.580572250312155,0.3421028952819751,0.3286837977186548,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1270205666921305,26.569520342983413,22.17835213857249,0.3563998211922641,0.3472934471285638,4.0,0.1194054086357649,26.870302760767377,22.56852663598794,0.3460336150428555,0.3343969221614964,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1273992345135225,26.621694621846547,22.23900424387881,0.3569306911686182,0.3482742360333642,3.0,0.1175693237345937,26.66527806658984,22.304547301720827,0.3433137201712845,0.3332336972074041,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1274363995463597,26.63323196725341,22.24601011377372,0.3569826159616789,0.3476055614311245,2.0,0.1176921655600696,26.615589115970163,22.26431907441346,0.3434584897267845,0.3314771043231918,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1264591000244501,26.6341323276478,22.260286401150843,0.3556108847455843,0.3445947509796017,0.0,0.1221301543019626,26.605490751310526,22.217406950087227,0.3496438389321167,0.3436589620667697,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1264678875097866,26.63390459798175,22.2752728867388,0.3556232385077724,0.3480816956511663,3.0,-788089134.0428753,796852.5915429553,9890.724057176869,-0.0045065158426059,0.334950970802956,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1262137844240575,26.584474306175004,22.20200960498951,0.3552665153081682,0.3456913356946713,1.0,0.1224962848610149,26.813636919414364,22.469498058070304,0.3500308079385329,0.3386340885835026,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1277497909894945,26.564784427819017,22.17621797771837,0.3574225039234984,0.3470129252517708,2.0,0.1156682064058823,26.902951948956623,22.5724110203977,0.3406697644212662,0.3308966570427497,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1262857385916419,26.62620022247479,22.23826255615413,0.3553672164045042,0.3458889113773361,4.0,0.1218449308970546,26.652350274088256,22.292833648397856,0.3492291732754201,0.3382715912250397,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1169746048886963,26.7879874529152,22.4704968822928,0.3420155055323018,0.3365101875960661,0.0,0.1240286821963707,26.5295036628904,22.1560835873114,0.3531744376328048,0.3455841105481546,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1185293408705674,26.74666130108003,22.420862239161032,0.3442809059144876,0.3384834865351957,4.0,0.117901197578229,26.701390599473587,22.39000431536929,0.3433802300149802,0.3355245927706085,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1202537104657713,26.71815917566209,22.392743285715856,0.3467761696129179,0.3409837418775254,1.0,0.1110268946271421,26.811746025305844,22.420097442604707,0.3339555623742142,0.3284914650782982,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1197340740112182,26.69567950525492,22.367908233401625,0.3460261417442256,0.3391504880568123,3.0,0.1108900592913986,26.93857826855535,22.528691843085053,0.3331912638568491,0.3346218686487059,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1171389233675616,26.752553055631463,22.440058446532284,0.3422556440385866,0.3354987187177295,2.0,0.1231823448612607,26.67989839060067,22.301718820070672,0.3517872061148644,0.3514152249677492,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1182366533168337,26.80816180735058,22.50855102977912,0.3438639610838524,0.3362276632014174,1.0,0.1191997779994075,26.44991097675572,22.003543736553222,0.3455409118600482,0.3408463785345458,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1165260635703988,26.78423324213487,22.46863369658669,0.3413630520014049,0.3354324207047733,2.0,0.124720080581793,26.569063475538087,22.175027940437424,0.3533943264218612,0.3489048792040826,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1184719253690188,26.741795905967194,22.43140994608377,0.3441982492458736,0.3384762583524984,3.0,0.1184399155771684,26.71467490982004,22.29992009025368,0.3441963603420284,0.3363668286417499,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1198024870677543,26.689610538589186,22.35702686210456,0.3461249587698474,0.3407884741930317,0.0,0.1127466822878772,26.93115258079069,22.58074100165119,0.3359300725218064,0.3298221928839624,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1205953605124251,26.757339672430103,22.42553034636462,0.3473508306281405,0.3416141494911255,4.0,0.1088418468545938,26.66829599569063,22.352177626488345,0.3302002547512062,0.3219831123904014,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0935324555121365,27.09454122487532,22.74744208963687,0.3058307670781413,0.2971456721484781,0.0,0.08842588136642,27.25941334611961,22.90652420231609,0.2976985379511576,0.2930503968758983,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.092007727272424,27.16809421195541,22.83611538610716,0.303327763242014,0.2959324530380506,4.0,0.0942278643246148,26.96948766075135,22.590045225720857,0.3069662470152144,0.2984112246472212,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0929067317846197,27.110777130401296,22.78591554189252,0.3048060603014346,0.2967931797137659,3.0,0.0905420773373594,27.20034065662454,22.80092149981936,0.300938040944087,0.2927670033111258,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.09460997464756,27.092834829474487,22.7553213510152,0.3075873498326839,0.2995744502328518,1.0,0.0840185510103139,27.264809873814936,22.887936801224008,0.2907332669397899,0.2800640915439893,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0939494295736766,27.09921876246762,22.77100483327824,0.3065117178130488,0.2993171714811808,2.0,0.0862302328288913,27.23806420282736,22.83168955899726,0.2951314288776349,0.2834583931741554,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.094198544364343,27.09176332181132,22.76548486514553,0.3069200698469891,0.2993477052881881,1.0,0.0861291156462539,27.26487965211924,22.841156165286044,0.2939134824001628,0.2860780635354247,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0934733336837485,27.11934376394381,22.78621701507879,0.3057345104215183,0.2955235060830308,0.0,0.0887356029617668,27.15888214064374,22.791788103337577,0.2980201805619966,0.2962957692078397,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0929980198780148,27.116276208615755,22.77936679287965,0.3049618649607721,0.2970505006896195,4.0,0.0899365222927165,27.18076969417624,22.81497646611028,0.3001070070278379,0.2879494186289451,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0915295496355056,27.1580039954766,22.815157184320988,0.3025390268165493,0.2954049323069612,3.0,0.0964627969549219,27.004618283204355,22.675479258477147,0.3105898371157297,0.2995299632623781,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0933870311032633,27.10614660380152,22.77529192722314,0.3055931345722056,0.2958285605124947,2.0,0.088815220803853,27.215000307636505,22.81555564766441,0.2983606451522702,0.2951432919345602,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0932966573124963,27.195949686976263,22.859566187937617,0.3054450153368696,0.299307477457826,0.0,0.0924214993035521,26.80436495319066,22.46815474058257,0.3042457092735318,0.2900235750826343,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0920048375754629,27.218690671945424,22.888951702765432,0.3033229923423592,0.2960231194571978,4.0,0.0974292777961447,26.715592747721715,22.349204089702862,0.3123115319513579,0.3018667895275236,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0938500536738723,27.107837625702867,22.777233037434023,0.3063495615686918,0.2989283097200289,1.0,0.0899929236823875,27.160213043166337,22.79292923270204,0.300878349337344,0.2939722854011379,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0937166589895118,27.06839840656913,22.757118343346995,0.306131767495292,0.2995155627922244,2.0,0.0905252585759429,27.319727380865764,22.88269842256921,0.3010596828448505,0.2929355134403925,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0929303346116898,27.134058773066503,22.787293194911115,0.3048447713708511,0.2965817863741913,3.0,0.0935806348985219,27.060380523418605,22.75296973765779,0.3059603727834609,0.2991597548235842,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0933606934735128,27.126342299125785,22.80127353388045,0.305550337158011,0.2984890125381392,0.0,0.0921439718505392,27.08497322893393,22.711336116637423,0.3036346284074139,0.2933423728623217,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0917809846442211,27.17129911637221,22.824522946717657,0.302962447999647,0.2947177090093288,1.0,0.0982771742099636,26.908532869172745,22.603670147253982,0.3137553209756178,0.3090981876791949,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0925424545540126,27.11487483333669,22.747313520414647,0.3042080224803847,0.29657145185787,4.0,0.0928557580563679,27.170006143384693,22.92652723818213,0.3047998139287677,0.3029655561100881,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0935368437271624,27.1356592090321,22.792168748931136,0.3058379370306476,0.2984291414962196,3.0,0.08844925356479,27.089651978144115,22.724925566883623,0.2985345199316326,0.293599951871988,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0903821631393677,27.065194966190056,22.74294153479546,0.3006362638461431,0.2926979955703544,2.0,0.1032664542075127,27.33480734970601,22.98443108038484,0.3223186895531273,0.3158502615227826,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0685104797456093,27.458828233952893,23.188393227843022,0.2617450672536694,0.2499880285392714,1.0,0.0634425700230726,27.658101442136264,23.238776622393136,0.2524158418662065,0.2393060327218837,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0651709610513436,27.54677536524981,23.24854706603399,0.2552860390257856,0.2447227064425555,4.0,0.0767101320377071,27.308423128521184,23.030310984395523,0.2775931197537783,0.2610245423151651,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0657889266597219,27.53703937328527,23.242551347200813,0.2564935225385944,0.2438067162061368,3.0,0.0740790889807766,27.34640731109932,23.061818692909327,0.2732485597750717,0.2640478431474468,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0685490493600274,27.52455711087244,23.213061930093872,0.2618187348136082,0.2505452532026551,0.0,0.0623173220507761,27.396929637649453,23.136264894496342,0.2517174227340314,0.2359692841211673,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0686971736057761,27.45320111484483,23.15516939234102,0.2621014576930319,0.2499147863842988,2.0,0.0627114075102656,27.68058123835857,23.36769912092468,0.2508369028032058,0.2402004072518674,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0675188012215802,27.482897230861266,23.16234139812013,0.2598438015839135,0.2473870519295712,2.0,0.0673839849150534,27.563092873559462,23.36978575389852,0.2596719116848067,0.2476539191062488,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0658611480907177,27.51694956584876,23.229858644340087,0.256634269127718,0.2448005432800955,3.0,0.0740289554344556,27.42620586236101,23.10297299398021,0.272452885524937,0.2592036918646533,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0685111823115939,27.457253013725897,23.16725362308648,0.2617464084024726,0.248728284060281,0.0,0.0615862738172419,27.66980339349288,23.33237980056782,0.251364916453397,0.2427797888810923,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0664252567815443,27.4711074191157,23.18571867797225,0.2577309775357714,0.2456920776371577,1.0,0.0714072056485651,27.610028430837144,23.28933018478316,0.2681164405890683,0.2563721241029921,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0652422329483062,27.46937987903113,23.153545461888807,0.2554255918037702,0.2442764684060739,4.0,0.0762148900671553,27.617875568490664,23.425581352563785,0.2769358360067792,0.2595265736972861,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3854175475314967,22.43974742809734,17.947884732056668,0.6220001726296975,0.6191049913618734,2.0,-0.2071063439643035,30.77174016092922,24.36862319714917,0.2026580699523629,0.2241412362368597,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2981815365039597,23.82174231954305,19.29532284197685,0.5524906471136352,0.5450109797970476,3.0,-0.1717231023415271,31.00147131533159,24.979801106313623,0.2055176778827868,0.2036501157421051,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2724974639853313,24.11068101381968,19.68351621395117,0.5350726295475519,0.5322620441346736,0.0,-0.0182562447779464,29.15068490144369,23.886006695824733,0.2820836000182071,0.2630113585204241,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3029167497433231,23.829495902650915,19.46310611157778,0.5628862733231472,0.5579530430782917,4.0,-0.0547949944627117,28.742027731588323,23.8247688294443,0.2410263987442613,0.232436981037081,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2997090149323699,23.887817258719487,19.42769918559244,0.5568441105083597,0.5535151874140258,1.0,-0.0240343546118979,28.6260140192421,23.388396965479835,0.2539320922280383,0.260900664462466,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3948803326616741,22.28145532711138,17.63331026361762,0.6616282713123026,0.6567363868280058,3.0,-0.0970742043640333,29.223943341439085,23.26150392667129,0.2976799380016377,0.2773304334026872,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4155329756238921,21.65572241949246,17.0857461168254,0.6492351440301114,0.6412263388981184,4.0,-0.1969753040293858,31.510875864906083,25.498890077955263,0.1777433808012454,0.1747992411375968,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4054301541059271,21.956784653821547,17.463794621520044,0.6437678948111927,0.6368796854965677,2.0,0.1410786504158055,25.8275281252972,21.121811407347003,0.4177810299276788,0.4042680299219454,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4410583441348013,21.216099354920573,16.520504026964012,0.6894421656938042,0.6838349574693142,1.0,0.1156790741492852,26.575654575014177,21.37023622258063,0.4421089307747677,0.4150953753899682,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4169192554604598,21.74792188887658,17.270500399677452,0.6508868856874723,0.6447697835837997,0.0,-0.0400820959585708,28.83780500715476,23.58937603874637,0.2885697482034942,0.2754490426173699,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3478493227811013,23.04916583020385,18.745560292824543,0.5901733604893193,0.5866392657728912,2.0,0.0666206258631701,27.275825416819025,22.408523602163417,0.3656750061710027,0.3526480935686359,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3283208208181307,23.34098950693416,19.02548910791203,0.574103250712197,0.5700673870947551,3.0,-0.067629556510117,29.07453697652613,24.07109051556704,0.2214891579578714,0.2241255605153325,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3055430634175381,23.667135693563115,19.405852196096586,0.5535281375920442,0.5473435309336656,1.0,0.0067426250403431,28.625942466718463,23.4484120322931,0.2809051730044407,0.2708039152658256,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.279366674957905,24.4857647834119,20.19939460174359,0.5331466559454685,0.5258822656403316,4.0,0.0409713286674521,26.69180625213155,22.03009762749844,0.3574444035889688,0.3473740895543855,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3329099780210228,23.35670074708683,19.02115833700461,0.5774629356992824,0.5722363800706673,0.0,0.0816271862386692,26.86053216973244,22.04833488373249,0.3633506793989431,0.3452173228892922,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3634210302138191,22.61279798493531,18.351353901411983,0.6036504026034022,0.5966028403704423,4.0,0.1577177824727103,26.14857292618616,21.376786904681094,0.4596576610541165,0.4582328750386583,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3938591237593976,22.13284639264076,17.88844531667711,0.6293622452570398,0.6224280429237441,0.0,0.0536630178990508,27.69232125713722,22.70958014217631,0.3329885883320485,0.3148978690628434,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3949300004333023,22.51822024460423,18.172810452908337,0.6319144025642252,0.6274097164240899,1.0,0.0450795408493565,26.442736586162425,21.612051727864053,0.3148035222970345,0.2968162963212816,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3659083080071206,22.33234591630822,18.11794376479301,0.6117267791883929,0.6080991339368316,3.0,0.1005334781231311,28.200560060867307,22.948933173674835,0.4001670106593222,0.4075822412782526,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3826943723828685,22.48250679551389,18.327793271176265,0.6333410980963516,0.6276081859220343,2.0,-0.0418965413242733,28.35542164094452,23.361653706938625,0.3601191561816169,0.3411325511545295,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2038266172281553,25.49373457904391,21.12907133284873,0.4581268982555321,0.4477344698020797,3.0,0.0377796210556476,27.553333951133823,22.876386735278697,0.3175243715444226,0.3124082470464198,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.309269200160817,23.61889492572669,19.218845312420186,0.5569147807001079,0.5481190977389362,2.0,0.1020405488640788,26.6524428409908,21.78734775367477,0.3746990018004024,0.3612476166727986,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2936191108858419,24.08967692395805,19.817639287968337,0.5478188430772513,0.5446870779161445,1.0,0.0205067107097444,27.59291476927934,23.06125460655558,0.2635354701277337,0.2545184352012873,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2169438704291826,24.941019826901933,20.642043087649544,0.4697052107412788,0.4630789046902912,4.0,-0.1044549753210355,30.6381041791396,25.226656757965053,0.1906547811036601,0.2162057734240877,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3291433435168122,23.0869473707213,18.55106803751604,0.5800503889145973,0.5703140962018659,0.0,0.0405180533060155,28.88642967742934,23.525717185409576,0.35996393901741,0.3613143963711483,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4342894502888096,21.302995001036937,17.038159774883425,0.6591470103609166,0.6543010994885728,0.0,-0.0640366495724069,29.577413604977814,23.8231200948858,0.3071892048920547,0.3208890755707476,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3577790012520915,22.64708121621493,18.26021002650785,0.6037420655270012,0.5973528415289917,1.0,0.0638984547398298,28.07386007801781,22.60599835493597,0.4298135550852178,0.4259839569913159,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3522638613651754,22.59618261707797,18.419992706550943,0.5983455035956907,0.5944652457476681,2.0,0.1274188302400724,27.92908286703174,22.91784260914932,0.4333670717829579,0.4291686506523593,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3825208344508523,22.43617432840696,18.31497226240855,0.6459319172391539,0.6412315238457019,3.0,-0.1430341641799006,29.97104714837004,24.10449900440224,0.2002725059505611,0.1916734817520094,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.391909581637349,22.288145382606984,18.051754675525952,0.630301278291931,0.6231706163892067,4.0,-0.0178676265461372,28.20742166956387,22.93165263090053,0.3054243531918547,0.290092462832312,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2507161551932607,24.627909059278903,20.261722291812795,0.5065323003495177,0.4961220626825026,4.0,-0.0872722766107045,29.748210560423683,24.60850596638746,0.1370279133028558,0.1497180733978934,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2474381480163164,24.61346159589712,20.30403786261443,0.5024317015675068,0.5008367584673403,3.0,0.0468451396632446,27.94690938727163,23.096147373224174,0.3270438793320074,0.3171362291939698,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2411929357019279,24.76078340783613,20.33714245313037,0.4942556946433841,0.4865111007214364,2.0,0.0840329813873425,26.904171373767685,22.03834500117619,0.3719358226731891,0.3665586856280067,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2532457106317479,24.454184254038108,20.20465360200438,0.5057554069309812,0.5051516295837258,0.0,0.0099884387953618,28.71562195394897,23.533694004062205,0.261609395358036,0.2601806102804337,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.259358172771856,24.71952862446942,20.351286227753945,0.5247214486981155,0.5207566249675991,1.0,0.0823669709503645,26.42897101881517,21.85859730796745,0.3618628777785657,0.3499125965293163,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3366459797314326,23.213232709925137,18.98693148051693,0.595706095763425,0.5874021042146538,1.0,-0.0906434253016044,29.666688999061297,24.26608427731793,0.1957207963643544,0.1936917964914072,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3585663848496151,22.89041345257299,18.66760470581403,0.6042545647823059,0.5977097483105592,2.0,0.0207767386626929,27.9203254385564,23.035724033916683,0.2654280173906893,0.2424071933127862,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3316537993004976,23.446779649800323,19.135123194730383,0.5841693552480693,0.5745558518093534,3.0,0.1013790684736219,26.24723881981413,21.78828644399873,0.3549128783061684,0.3338341280251046,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3430239806583058,22.88269162679605,18.733557376337203,0.5919153659621087,0.5852078932523401,4.0,-0.0553561017261623,30.018316004057464,24.05760919228077,0.3452684833739136,0.3779720551275002,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3287877278462034,23.3306733833194,19.145480833378706,0.5765525343529032,0.5659042976342772,0.0,-0.1695069456298155,30.78496959631188,25.09023991210576,0.1141545316398224,0.1421500847794356,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3324899553733191,23.49144790864593,18.83719176666997,0.5839878061264216,0.5839191420842831,3.0,-0.0472780256999505,28.35320777597013,23.233480453790342,0.2432657940900224,0.2370793039196036,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2688944409243848,24.257412513210127,19.604605531672,0.5278692170391333,0.5246772323787036,0.0,-0.0172119433385249,29.145624216821165,23.84647293319768,0.2671676411419054,0.2734120701161159,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.249378489513113,24.695803838861668,20.26392280109453,0.5163018209175805,0.5093434133764115,4.0,0.0201111115721746,28.10916672199256,23.37938544897501,0.2298783543083417,0.2180150312625589,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3067826304041494,23.38354644680451,19.118232492917617,0.5575133097230532,0.5569347442847511,2.0,-0.0825574946035478,30.065272056978426,24.75336888525724,0.231820406918383,0.2250296140919034,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2994188397260725,24.0224380061544,19.588471986075405,0.5495339710759306,0.5478353599230679,1.0,0.0202886523856773,27.420706525826688,22.600468843965576,0.2862932879750453,0.2792736341774784,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4359057850735198,21.3780519690872,17.077637995743306,0.6611727829973679,0.6570909753036823,2.0,-0.0701647798242717,29.287823797458067,23.952128539335103,0.2453177597978337,0.23784028287911,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4396423825498312,21.605779329264013,17.023775626432826,0.6769117739339334,0.6744366683513078,0.0,-0.0825809954555787,28.46221201107116,23.08500281912273,0.2390745866325891,0.2466268149779864,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3690445943000128,22.547046793221035,18.315725664876496,0.6189403362720856,0.6151646146259324,4.0,-0.0190508503526856,28.900870823293992,23.59000362174619,0.2814896593871153,0.2685973087189073,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4214478021622545,21.70842375516903,17.039584193299042,0.6697635802309112,0.6663866643381924,3.0,-0.0045191077161086,28.35826383786593,23.15424860732156,0.2988271148445242,0.296451140064043,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4246469010699847,21.60622797752268,17.00583486048605,0.6559497324642914,0.6529949746297092,1.0,-0.0439706387757521,29.01596264478996,23.44521347466788,0.3185310278009265,0.3199755777593212,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3128510168033791,23.814353030092327,19.392099064548045,0.5601215062927449,0.5592606832499993,1.0,0.0078545264435169,27.58964348032163,22.77973992134673,0.2773350717282969,0.2698015592763925,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.303075108125873,23.597629070543547,19.261120994038013,0.5506448016312498,0.5495988508365792,3.0,-0.0451206653409941,29.8433969698952,24.529325831238427,0.2229699781181509,0.2345763844548147,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2820364603112356,23.910585054476147,19.578241265722625,0.53126668929863,0.5275156656481919,2.0,-0.0582887074010372,30.21806191338449,25.01093092956152,0.2406846610363759,0.2295349871925402,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3026721737539148,23.70280290921604,19.29382224068768,0.5572389179990089,0.5590893097837675,4.0,-0.0422497595402444,29.319935302597933,24.041732532262085,0.2408547473146573,0.2335948344578927,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2870536025715181,24.13956790422607,19.831417319990493,0.5403472609705107,0.5395955607562566,0.0,-0.1277639493041127,29.0322896103439,23.524737774878787,0.2379789600913783,0.2371064196419962,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3825719366148625,22.342789608661384,18.01772383082155,0.6202693337044547,0.6185078139606679,2.0,-0.3677607319396843,33.09866636681627,26.798044546731333,0.1228825457020034,0.1507924740834985,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3513944340923353,22.675499205202883,18.425803840202253,0.5971124821305043,0.5968563194322666,1.0,-0.0204584553814359,29.60812903188015,24.39022852724586,0.2029297771087899,0.1779661735187257,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.344524055311856,22.75130443546881,18.558705163517164,0.5877407685118683,0.5856597082133325,0.0,-0.093931765795872,31.132692481419983,25.26860946642088,0.2461187297465051,0.2343055061928008,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3684310380465029,22.5613342577618,18.27402113707096,0.6078462110995915,0.6048895070651529,3.0,-0.237361893296367,31.599154328236803,25.902601245016548,0.1280423159633136,0.1349995234513512,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3396413400716068,23.12624698905922,18.644134571600603,0.5949803721690489,0.591599885328212,4.0,0.0766398762510579,27.4108411703324,22.605421339834447,0.3273372936217414,0.3253878044688382,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1773882418720487,25.447110674727107,20.976523616491303,0.4297780632332689,0.4275219122834279,1.0,-0.0640220390839805,30.663710492215163,25.26398599667336,0.2447538252863097,0.2445914747121194,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.20333399755356,25.33880799348556,20.933037950719008,0.4563648781473609,0.4460597116980515,2.0,0.0220342940548955,28.43187321663782,23.57920519168163,0.2282748518380337,0.2246759556563674,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2440636014180242,24.610258501613195,20.17823854956396,0.4977209484427984,0.4949680292109054,3.0,-0.0340512580392637,29.40993805779406,24.348368486387773,0.2508409414879836,0.2483763140275124,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2316730431821155,24.93588515596696,20.25663900890737,0.497519601685037,0.491409343411847,4.0,-0.1232306920002848,29.631717516712072,24.06355123641243,0.21732197503134,0.2212921096633727,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1693390926777411,25.716619797075985,21.20378405809201,0.4143588242232665,0.4066043985290984,0.0,-0.008887720369382,29.431356091004627,24.50636010240905,0.2367333948895927,0.2413385016395641,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3694968683881078,22.523726043861863,17.95160599694923,0.6204487867042976,0.6167906174154365,3.0,-0.0466481303768118,29.011331684884063,23.379527148767007,0.299208200580954,0.2830038266926388,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2961120191938911,23.97398452901136,19.73924568416727,0.5497304861280543,0.5422777219573122,2.0,0.0098375248806203,28.09364427406251,23.34854837393957,0.2284378620972304,0.2153273884247388,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.367357818731249,22.76561726526612,18.46103386319398,0.6158407416009888,0.6113305259376923,0.0,-0.0265410947793298,28.46346838891875,23.31466827181511,0.2596120114231942,0.2530011474474035,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3102726427471417,23.55392636010069,19.20401561129054,0.5572316947086574,0.551920864427012,4.0,-0.0323176529470685,29.244371167481376,23.958797729429342,0.2081255997750919,0.2071036016354638,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3886410294704574,22.54881131096866,17.886007515792677,0.6430458921827742,0.6391205806798014,1.0,-0.1334809635619693,29.12201451290938,23.62001786803453,0.2270993030304836,0.2184196041496571,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.246031778122838,24.56454530238917,20.14448990851702,0.4992640529231477,0.4949733292634654,3.0,0.0946793843301916,27.75015784603475,22.883015310885,0.369131179046257,0.3737547063932061,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2580519259445087,24.574521779941108,20.228239570688228,0.5125977543481242,0.5107325700069388,2.0,0.0161134666594332,28.075367177999755,23.26740949591128,0.2757580747997614,0.2755626441722913,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2560868042174079,24.81851889349336,20.38418545132809,0.5094103378725003,0.5055314027245381,1.0,-0.0366851156666874,28.001661870270965,23.177945861491057,0.2506367068184219,0.2298254259213711,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2078775414039191,25.135269082820248,20.55026789302625,0.4654131839061932,0.4578272711373391,0.0,-0.0983818766659021,30.36774253502472,25.13063683416541,0.1914858815523914,0.1796159543999008,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2494937065856649,24.734365334805897,20.319767097573425,0.5079618432429862,0.5103195893313718,4.0,-0.2203435692815294,31.28210547475577,25.43184928863199,0.2213572351829003,0.2156679284350338,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3504608954491744,23.070031648766047,18.807891706848004,0.5960339419254329,0.5915855102484886,4.0,0.0162410921054434,27.75789307313114,22.94797349679556,0.30546047020974,0.2944157676920662,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3288986046955827,23.39257154137994,19.041176528767803,0.5785558844225847,0.5750049778377401,1.0,0.0464039193543451,27.59742795095103,22.86022457038132,0.289854063205811,0.282232391267993,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3360359762032927,23.1772360170674,18.89549775296283,0.5827231857587952,0.5803229590433587,0.0,0.0549592238396383,27.790607535432564,23.143095618478803,0.2974305247691471,0.3070973414608058,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3466944592992673,23.29378417243496,18.988394791113823,0.5944436169434977,0.5909448175226252,3.0,-0.0530543197523696,27.92318870272712,22.99426399711094,0.2872499249741913,0.2774714895429541,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.332583903975719,23.206988477680323,18.873098387326085,0.5770910037272885,0.5730099375355954,2.0,-0.0046797611665814,28.303458095506603,23.124286796716284,0.283793856910836,0.2699234873878227,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2263857475958632,24.914828794185013,20.546462562819222,0.4851228128691757,0.4790158351715771,4.0,-0.0541280728459472,29.033748076180785,24.138708506232245,0.1948240502591142,0.193670755771211,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.180551734087452,25.40638673667014,21.095840218549977,0.4335010479752721,0.4305262981310334,3.0,0.0669592571007791,28.670008275922275,23.22468426034076,0.3876698565935401,0.3946759376465295,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2077222494501803,25.53255504330588,21.22837023781291,0.4674712367653084,0.4565897171674589,1.0,0.0585900931253884,26.406427838734537,21.8613366882672,0.2910104961320058,0.2805778929349953,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2093537784019399,25.45184623742128,21.121892254500136,0.4621846636551682,0.4516014040524928,0.0,0.0046342116343817,28.050949373893275,23.395419098754186,0.2140013015555446,0.1895078317237493,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2125829596019438,25.51334234339994,21.18054002174271,0.4804058670742969,0.469508192633957,2.0,0.0450289941778461,27.021047207139155,22.53688762565435,0.2519595980059756,0.2461598369681734,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.312092480023152,23.322430794117416,19.139699187575047,0.5633272874656683,0.5582346056114912,2.0,-0.0864430077054121,29.75592650684254,24.160340773014656,0.2225713807432834,0.2038438321577239,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3386748666330551,23.1241025143853,18.65335407913229,0.5852619496427104,0.5763414110043,3.0,-0.0402137239243591,28.905851557364127,23.63822476602202,0.2241426639793187,0.2378452605334149,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3281920154938271,23.408159098942303,19.277775880081307,0.585699106161637,0.5751320894841659,1.0,0.1058890171910251,26.70770632915056,22.176838890699177,0.3534224223003308,0.3390030713819771,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3539120300799747,23.08578755907882,18.96333510088565,0.6073848393915493,0.599956946087103,0.0,0.0707256635191451,26.766581741505487,22.11551888419744,0.3679185617174441,0.360334308378842,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.34859897237589,23.02693362529841,18.52050083613943,0.5986985941961984,0.5888245987821322,4.0,-0.2010538611815933,31.0336095006743,25.019804300530883,0.1830784247459768,0.2034075858086471,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2209271216067163,24.932173235486,20.58778044449588,0.4710265877757524,0.4592102736939899,0.0,0.0748574173967131,27.94725633555268,22.867537601277995,0.3798518880074649,0.3716192391990869,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2490228447035187,24.958881397491822,20.636874220549306,0.5037021429279386,0.4987103487677142,2.0,0.0505304189780002,26.865952226483063,22.28296625525233,0.2638805687974441,0.2532643593799746,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2370681303650533,24.87113575139847,20.5581344627376,0.4871482013421419,0.4760796498024632,1.0,0.1274211602757031,26.5848543323415,21.891543928402143,0.3814496986331396,0.3854558437782935,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2373604679317579,24.8934344278174,20.56507597530941,0.4986002910980194,0.4914063433861897,3.0,-0.1563577069068851,30.154288201927784,24.959691758517177,0.1336673559303622,0.1385870676055636,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2103764161669898,25.49445621484353,21.158899196115364,0.4603347140887318,0.448243382781806,4.0,0.0768620791552685,26.455384402699146,21.96130091934598,0.3515770924653695,0.342359375852171,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3193515759835464,23.74395504405725,19.531379025705125,0.5681131424280419,0.5581904444589264,1.0,0.0520367445458692,26.64092482801194,21.95364090569309,0.3356697029907581,0.3222510412173112,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2756788299637313,24.221401210057696,19.98313315648681,0.5291377385194072,0.5247861930548231,3.0,0.1044511039290805,26.98669250442705,22.30582263600578,0.3630243625026179,0.3427900865768231,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3219896199585399,23.47851228393821,19.304124207305616,0.5697187379077674,0.5635884078550975,2.0,0.1503071311879178,26.117376158420903,21.657986255385342,0.3993839605092615,0.3853723398521381,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2687345065848157,24.081410331606985,19.84685478378965,0.5309757103937328,0.5265085451493682,4.0,0.1635662199976274,26.707122396807648,22.0109169142534,0.4182557867145036,0.4083375197954003,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3058294263642974,23.82246438654172,19.46699832247877,0.555492204765683,0.5451989655742713,0.0,-0.1327442516253767,29.992906379801266,24.45444936071832,0.1404355728461193,0.165995033700014,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1390483342327886,26.12083577728137,21.77438072318241,0.381091873105758,0.3721178601085056,0.0,-0.0625756187914199,30.099932737687872,24.851770878988404,0.1303000708085485,0.1363463750628003,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1708854727995697,25.6676390534416,21.365489524931206,0.4196246222089627,0.4068301869535098,1.0,0.0254829403665747,28.87411089712375,23.686560293722632,0.3214229308016697,0.3099058845840304,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2415112476022369,24.841096487904984,20.50758667928988,0.4914927199332681,0.4807904244220794,4.0,0.0061570399054735,27.937575553879736,23.25300688307048,0.2164389429683108,0.2012180833001139,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1526923138309797,26.35961199432412,21.88898044838559,0.4001219227105698,0.3914843686164295,2.0,-0.0279412820246045,27.88788643450368,23.129025526228112,0.2349285811686105,0.2134635588368673,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.123227621964001,27.022709380033515,22.51669726423464,0.3666793874295225,0.358532167903147,3.0,0.0599438352547089,26.418851321941315,22.012432213083432,0.2937295682208362,0.2951370179741418,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2963860041186386,23.55280180076536,19.363722391736573,0.5552567098192072,0.5500934330899769,4.0,-0.0741447310961582,30.775984056132625,24.40972719763094,0.3031292130156177,0.3198987821395997,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3026176156535862,23.79339909000621,19.29093457635029,0.5629876533937168,0.5528141164329422,3.0,0.1646557295040309,25.470327356325253,20.791684945859792,0.4401984398026997,0.4316768088035516,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3049715835847334,23.96950083463272,19.52819877338592,0.5613398900694716,0.5527818636835912,0.0,0.0807970987098938,26.597130900175586,22.14079132101735,0.3088980397575431,0.3040168290058365,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2791789416518534,23.984127675514543,19.698306136943057,0.541189527874897,0.5274918413383137,1.0,-0.0621724380265515,30.007932430863,24.267046973072297,0.2647534560708231,0.2790096049117044,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3318406730420821,23.22306244840557,19.05005373262709,0.579496168191545,0.5689801950654619,2.0,-0.2381003749929422,31.377664925831684,25.82444838458117,0.1329488712769533,0.1594180652869645,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1822927197440375,25.940062407424588,21.5240196584466,0.4421344285849136,0.4312313519388924,2.0,-0.0146747100395783,27.7556064271546,22.94181267357393,0.3251909852289254,0.3244783169095889,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1960887377855723,25.161535606487053,20.87163432299191,0.4439400930319174,0.4393670680995094,4.0,-0.0488682331545811,29.543853319672195,24.4838215404515,0.2442954297540706,0.2391688762554188,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1897707280463253,25.52279864606444,21.173758227708632,0.4424657964718956,0.4374504779329471,3.0,0.0377120622849472,27.97605202047016,23.22137861241793,0.355128909268637,0.330318434241705,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1899008795338612,25.647246997035168,21.261480645471675,0.4464870364424687,0.4366075423721284,1.0,-0.0179004905481072,28.500115317439764,23.69203130702986,0.2331029352139041,0.2193992198379905,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1810892694625667,25.86687741719924,21.46449815783835,0.4271830759738576,0.4163492891426137,0.0,0.0122330158940276,27.6309044290156,23.05573889317454,0.2120562576918263,0.2139928990380091,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2732988916960872,24.139376665215945,20.01634996476897,0.526405677115219,0.5235695446384322,4.0,0.1019825742395182,27.378149317484503,22.728928449974845,0.3523060156517422,0.3491204741311805,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2286043552687039,24.90469857905076,20.526333818379875,0.4891405290508146,0.4730594476521992,1.0,-0.0322291229048092,29.16698455740133,24.2363169095027,0.1596988866906854,0.1325018568088562,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2778473079696559,24.44543407103544,20.15667392621092,0.5272543660200307,0.520342742244577,0.0,0.0716529470912088,26.64796932927676,22.05307479494536,0.3003538087632822,0.2829626263129262,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2474499778087362,24.60432330577045,20.46531435990468,0.5010584602461985,0.4920413926812151,2.0,0.1575339190068047,26.44779392246837,21.884200309978034,0.4246665200015295,0.4194346040678728,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2538222441335841,24.516608655146047,20.27936452516236,0.5086238003717548,0.499451884785513,3.0,0.1510256227212492,26.49850150817393,22.034029876937705,0.3966535005592996,0.3997908088343217,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1324090322206267,26.310797928842067,21.791843549162778,0.3743602497884936,0.3668652066143212,3.0,-0.053710332652437,29.98450363219424,24.97560101485035,0.1838291091041874,0.19124642065619,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1866229687077372,25.4054173034177,20.96179589138452,0.4401740526390097,0.4399455361077164,1.0,-0.0196341257288075,29.15132722595849,24.11586286510435,0.2063396950411388,0.2035475297587876,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1251682708047278,26.922187824942373,22.48155540873421,0.4192609451764563,0.4139636667248391,2.0,-0.0009941913909903,27.26792735511064,22.56058169860452,0.2303448762884322,0.2162158130231922,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1771022211945464,26.162109583250448,21.68097488023796,0.4236676609985778,0.4178673409652783,0.0,0.0081318235762176,27.238105069133898,22.70573239888074,0.2249292060753759,0.2120420943322276,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1534695323326831,26.23726131693224,21.502712398954245,0.4290212542526585,0.4204450737414988,4.0,0.0357320143870527,27.80414918018021,23.180094448783663,0.2851428101276551,0.2824774868677482,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2326104290469766,24.66891855925085,19.908144903184645,0.5226806032829964,0.5124374112170366,2.0,-0.0175134982568481,29.641029636242347,24.02916845458788,0.3336202495894438,0.3240833952781862,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3315161936195455,23.20368945940816,18.81009530758909,0.5767268154157559,0.5670857432557522,4.0,-0.0685169688552544,29.50320507842247,24.463940573510783,0.2080168910121171,0.2002394320264005,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2897200821898367,23.9175662415864,19.594166672331205,0.5416202831516596,0.5322297913655079,1.0,-0.1729432989484418,30.605697325206897,24.42040258735896,0.1775644774686613,0.2232176768646058,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2783423648089586,23.923014870416928,19.60635854075141,0.5351641787061185,0.5331718397335011,0.0,0.0696878083624917,28.268625894770377,23.03668109408189,0.3253669858960386,0.314724626973379,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2755173107104467,24.22340379193082,19.84327657735898,0.5249232922135139,0.5184277336954237,3.0,0.0733191839146228,27.348231796990643,22.353479601274515,0.3430728397218282,0.3308942138156199,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1736786325073291,25.95435516888196,21.560239175135507,0.4203677873258039,0.4115274554066474,0.0,0.0088279530959689,27.928447684900902,23.29412371710443,0.2399115503733015,0.2137373199173724,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1612903240076149,25.94826622998734,21.562590207582584,0.40266682957279,0.3901091566386351,4.0,-0.0261091780390074,29.18993118020536,24.478646900779857,0.148190551356751,0.1555054146380751,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1664109242482891,26.003281742329552,21.65324080365717,0.4112233523177739,0.4038470642241076,1.0,0.0677447759390652,27.25217060966814,22.939611824001688,0.2860486130241489,0.2831332610165615,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1648518052891271,25.809124262258965,21.52624704784808,0.4129095412749538,0.4088460326522974,2.0,-0.0904034078239546,30.36524463145527,25.00093742517225,0.1642550187877053,0.1462248402988663,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1937415429228841,25.777492663007976,21.44021507665089,0.4443957053121149,0.4398353037289854,3.0,0.009425745917983,27.379517087468635,22.80950206753396,0.2348169402965432,0.2134414578474416,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2443352416054122,24.76207957126426,20.43134016672447,0.4979675903373366,0.4884657026571415,4.0,-0.0587891259425308,28.92805137448693,24.101218805819776,0.1667442982905725,0.1498364763679898,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2008328800064134,25.202699234352643,20.9674898971106,0.452673038360916,0.4476134559082427,0.0,-0.058005178641554,29.959414378986214,24.983792958747323,0.1299339015894181,0.0741809247873375,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2231985866767681,25.053913931920537,20.754982287265253,0.4743786665858825,0.4648580072580626,1.0,0.0981913280970749,27.1655436389543,22.41375074333321,0.3406229067492165,0.3251817841525804,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2102400886651395,25.492499383332653,21.253557856261523,0.4763755842690732,0.4680177928409313,2.0,0.018006724257218,27.4966909899618,22.882983273977665,0.2658122859428323,0.2529075368631934,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2016239449622592,25.15034628995235,20.77520974818262,0.4637780483704076,0.4582540079107645,3.0,0.0106935538183385,29.091534767838738,24.25083933493997,0.1795985718508548,0.1477045435800907,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1179189422300093,26.83518855436966,22.411501157413664,0.3462183358980438,0.3343592794437008,1.0,-0.029098083131587,28.54675970205617,23.871682657860944,0.1742729637130371,0.1400580675107737,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1620351583854871,25.9528176724722,21.529620709014285,0.4060961206243497,0.39619778696273,0.0,-0.1470492593013608,30.19840587452893,24.95485495266187,0.1009056500969311,0.1119247322201855,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1625693326715753,26.37348385434689,21.929469734492336,0.4122073461903469,0.4006775355004455,4.0,-0.0441386397151144,28.0026320386631,23.325933073773708,0.1819833811647119,0.1777863336922492,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1367057573982644,26.495812620826577,22.03023133207529,0.3846101769347937,0.376661558876493,3.0,-0.0046797120422608,28.218111107014305,23.305512763011983,0.2156582613422013,0.210670273924851,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0982366877424839,26.93409151306122,22.54636920449863,0.3237800626013147,0.3135389697041271,2.0,0.0191701133644258,28.080500207570847,23.570082803772934,0.2105206199674681,0.1993862041896163,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2457012408574886,24.79278825047508,20.506648916300257,0.502443229415052,0.5003192772900638,4.0,0.0828417537028141,27.028890021803555,22.385981935662272,0.3359940240437516,0.315740078921168,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2672766128444052,24.33826891034631,19.74899417225,0.5289808995650709,0.5207952386745047,0.0,0.0654106592928304,27.663873222784385,23.116654705908715,0.3068479928567813,0.3034099820805963,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.255471552523162,24.43977299292055,20.180119766593595,0.5057232999698692,0.5032951994344352,1.0,-0.0923133281221242,30.14501299191331,24.47661890820674,0.1487753124738596,0.1315455542869172,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2160442847989084,25.46534386888176,20.92046230666807,0.4892892109330931,0.4825290510293299,2.0,0.0063185403105231,27.194189180974863,22.42245607622771,0.2484842466556983,0.2315585304143487,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1987824670040554,25.370249127905748,20.991407735381788,0.446254385255281,0.4301306974210943,3.0,0.0117298275472631,28.561739183327106,23.86242073477285,0.1994644561529823,0.1777170420003786,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1353165254500599,26.070741612585127,21.70464858113055,0.3760725561914801,0.3681345137154668,4.0,-0.1552415685841481,30.92058110757077,25.67604592870352,0.1415633146283395,0.1308969620483292,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.139704132106319,26.276191896605365,21.931151493388025,0.3764501068902336,0.362885529315853,3.0,0.008820120427278,28.44304742189356,23.879060858549607,0.2152859232231984,0.2201032701944051,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1287863493110915,26.550756219827868,22.20373579461731,0.3644519025828121,0.3562361420397034,2.0,-0.0130322824100048,28.645427078121354,23.944085674850346,0.2644327297580686,0.2413868594229234,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1256383060743086,26.62922127950553,22.235888131382044,0.3623028663343021,0.3489170180089515,1.0,0.0217560730588219,27.978830293243355,23.43696678510379,0.214650702012757,0.1866764843228325,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1562418343431638,26.093407765743702,21.73962643656333,0.3991643145126739,0.3942390836265379,0.0,-0.0755139250669671,29.400983330063205,24.42444768869432,0.1784936078013298,0.1670953571755284,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1732628442037939,25.71076546171575,21.397085319151408,0.419331854808756,0.4098667502499488,4.0,0.1155166483780263,27.40610816077808,23.06500085071575,0.3475370170890683,0.3330026135843965,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1934454016821962,25.30907576109271,20.95013241746024,0.4450036420924796,0.438085289093028,3.0,0.1204463514375381,27.58602009637121,22.96765234693641,0.366097891810715,0.3756448926217908,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1717084390363289,25.98791364854452,21.617641016975767,0.4294900854271715,0.4199011629329332,2.0,0.0662422769968805,27.28887522564568,22.816719995294942,0.2816268597285959,0.2679310418972034,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1894321821330549,25.600321309145148,21.275049405701296,0.4386240349376254,0.4289600315043751,1.0,0.0322989012594827,28.13918084233205,23.319821309161487,0.2934138007121916,0.2774324618188665,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2036470007797522,25.550587757742985,21.230945640397,0.4528680759889954,0.4443490901831892,0.0,0.0867946096993581,26.62991296383518,22.31460373773367,0.2974200634518195,0.2803331127668182,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1129302728645669,26.77004181842727,22.351395756426832,0.3574702556979826,0.3476418947943694,0.0,0.1471159417171406,25.9675118752915,21.302212326587888,0.3921548611865842,0.3824633398823494,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1693661071324554,26.211548045618745,21.79866880606753,0.4208538730833547,0.4103539685261557,1.0,0.06615617006739,26.7199630759405,22.35135576170881,0.2769131472123934,0.2721712722539215,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1399897874288705,26.360116578319587,21.92820255040748,0.3934812278004909,0.3851929452130582,2.0,0.1131672173472353,26.9457004268211,22.241175221658114,0.3700276310548824,0.3687530263948677,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1648912509004018,25.8848453073554,21.54649333656313,0.4067452388849757,0.3948714723185961,3.0,-0.0511095838528519,29.428857112663174,24.64279552909832,0.1068319385332859,0.1073262524824634,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1320916242053129,26.45729895240757,21.955255248181203,0.3906049080225609,0.3796722853071947,4.0,-0.2891571487980788,32.643102839976024,26.030746412019152,0.1074995018456303,0.1600434406416602,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2043540003218951,25.257223865652367,21.02570895524088,0.4658683273332255,0.4571625640235565,2.0,0.1197296839632622,27.121769349721408,22.427186216573176,0.3476563382423269,0.3540306249652147,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2087393594944064,25.31003000173698,20.97018581721204,0.4622459312919214,0.4499754462498204,4.0,-0.3026835139955368,32.545592609632465,26.034047656765107,0.0321360918362444,0.1615225556190848,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1927100296744646,25.219189968024644,21.066660661200228,0.4646715992032223,0.4501852498511774,3.0,0.072592781565226,28.61587454703188,23.149616768714267,0.4325321650375875,0.4339874678658555,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1963901094193477,25.53192755155368,21.18713443776723,0.4442262397262616,0.4290308376589648,1.0,-0.3002388744973061,32.17950267689146,25.489216368107574,0.110682765706251,0.2172453963614664,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1582032595243322,25.913501867886257,21.556958449380083,0.4232009403502967,0.4086084023416757,0.0,0.2043288917438485,26.21119226902624,21.596770966431475,0.4547226040373922,0.4593393889423074,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1296672846105058,26.506347660247755,22.173024515873223,0.3630237205559088,0.3487124417166001,3.0,0.1184900105869407,26.36774150620156,21.88377536545276,0.3747329601224138,0.372320291858677,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1505105369627863,26.137409829693805,21.78052480754956,0.3946530549185596,0.3844006330254262,4.0,-0.0084749294827668,28.653893918528244,23.584818306183514,0.2585120641892218,0.2375066402206848,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1752449164254527,26.10482086131641,21.72306502063689,0.4187445877541996,0.4114649335407944,0.0,0.0533504511934445,26.99477863615684,22.46179308630528,0.2577784842082783,0.2591732009588834,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.162335818884926,26.07851710834952,21.58877171815763,0.4119877684385071,0.4060309824264075,1.0,0.0681176684407702,27.424365791565663,22.918614335682324,0.2733169999491731,0.2504276183199505,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1394982234618469,26.38904561278192,21.98939203463138,0.3737573652589669,0.3578559676272727,2.0,0.163608674496281,26.050200782804723,21.63911349196893,0.4192500538669834,0.4198220690117163,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2047248647838975,25.60420635991464,21.23501243677769,0.4634786193420763,0.4549450948763811,4.0,0.0645389731772488,26.72646106056119,22.36316978769484,0.2650517249191672,0.2637794448931129,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1931965240776667,25.663181167331008,21.176448600879592,0.4578983620603188,0.4487359039276467,3.0,0.0056927886519113,27.792759531882297,23.32576768706885,0.1264955122357756,0.1410318570916644,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2105524263926887,25.454521756772,21.12443273210072,0.4631314873992374,0.4526904885150059,2.0,-0.2045017200596652,30.77371455229876,24.65019434084524,0.1191658305011963,0.1852639421533117,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2218257761578023,25.35803059483821,21.05861030154163,0.4738334536792286,0.4664246134792369,0.0,0.0366722094262951,27.14187203608081,22.64000674756963,0.2719800888941654,0.289690414495015,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1752968761768287,25.681299244441018,21.43962910038607,0.424569307530377,0.4119260659755454,1.0,0.1986758493835194,26.191459837836863,21.592194360418905,0.4471057036540449,0.4461631259402887,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1715267368633692,26.21088724418518,21.8448355810272,0.4275564233799017,0.4228128618041704,4.0,0.0197568926029433,27.366776331256386,22.81309200282276,0.1951602883762108,0.1883054390478055,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1393051017888413,26.49248956224747,22.00181808747668,0.3863668837711448,0.3775569930282345,3.0,0.0308424246782302,27.475815302154192,22.697244187331872,0.2824781567473011,0.2720986797406335,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1146353947176711,26.823842738416875,22.237574196333966,0.3602729229335415,0.3462658003785273,2.0,-0.2769863519102338,31.872651035838444,25.60519217110546,0.1246976636873532,0.1628329311175016,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1343942508863148,26.361098632980337,21.900794703354887,0.3799523760498492,0.3694655643568271,1.0,-0.1428617947506782,30.98219290842335,25.18839171502584,0.1682230789306233,0.1753815613608676,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1638584340778451,26.04710686319278,21.695528234872963,0.4057028919776553,0.4032207073110687,0.0,0.0097134565428165,28.31874455013768,23.637495189416217,0.1701959659008368,0.1545565890046382,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1784590169829072,25.76915691874476,21.49535072791684,0.4261046611289527,0.4149338534492622,1.0,0.1545258631718258,25.92852524615886,21.53569118956572,0.4078475624071913,0.4198333147726723,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2284140345846017,25.282657761707043,20.90857644360118,0.486991559030541,0.4718443866963773,2.0,0.0669421072147886,26.655993816154503,22.13877521057177,0.2907955643862538,0.2930283044934726,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1878359541157315,25.39222969110732,20.930424277700443,0.4372305237460269,0.4249858005519487,3.0,0.1555222744712718,27.027672507770667,22.167992289083628,0.4165768948049944,0.4133715445956836,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2252559709002114,24.906411116576773,20.69190638562813,0.4777441235521611,0.4693279934708529,4.0,0.0454564967417228,28.19417149435801,23.078841737850613,0.2794379535069542,0.2774795359321813,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1866790799175518,25.53208019927272,21.19964646631404,0.4387998864520775,0.4302834178869903,0.0,0.0717336372206728,27.84660124937045,23.17898760982891,0.3313608686620941,0.3346166987740724,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1349130135748134,26.40956164500429,21.906432217659763,0.3759142644196863,0.3707415688991903,1.0,-0.0547574705724587,29.16853805309924,24.114050969241664,0.1366958775860907,0.1176992128776481,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1300596157181752,26.69282667509733,22.26250929195499,0.3735625047178344,0.3578080819119196,2.0,0.0641472877397658,27.00284357421963,22.3997406530364,0.2847211896061005,0.2890683543164165,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1377252567833088,26.523124773601243,22.25878911865055,0.376388711255349,0.3634536786660882,3.0,-0.1502998712874581,29.93876010586208,24.383483095306183,0.1514342206304199,0.1892597272027476,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1316945687895758,26.73823233885182,22.23592406525427,0.3721080705816662,0.3591841486343178,0.0,0.0484156828753908,26.633718788236216,22.177084591893863,0.2532359809699239,0.233761724841106,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1108943638285878,26.81809400583979,22.37974003429701,0.3409754997969322,0.3285429992604041,4.0,0.1296479397932088,26.238430389731064,21.59219684451256,0.3833438487103531,0.3940082034265366,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1944870388486831,25.338296862142343,21.13781595108004,0.4423144700026717,0.4320010605828304,0.0,-0.2249399513967747,32.14992224449549,25.87184831655048,0.0386847278153256,0.0958583014679995,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1532102573362668,26.20592638648518,21.73604407312449,0.414849475851914,0.4076096891518226,1.0,0.075774540333119,26.82850523724458,22.19638971953894,0.4082015030355111,0.407340218965771,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2120838823526785,25.169555839543296,20.91308375034808,0.465811022179452,0.4617769037532258,2.0,0.0650850492931521,27.69587031736786,23.038700281423903,0.2850789974855404,0.2929136236862104,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1733847393374848,26.029936981114304,21.62164986693474,0.4198151042128528,0.4116107941342191,3.0,0.1058772590936691,26.400704721829392,21.736724668963102,0.3683650102126001,0.3475588279662744,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1882403945249,25.669664145409257,21.310012130998988,0.4344333687052538,0.4238108721074089,4.0,0.1285828638569164,26.5368109094596,21.96932712820179,0.3655537625138227,0.361367198726063,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0815965797222272,27.514276299262697,23.067396955043,0.2884667463695308,0.2760079262570994,2.0,-0.0094259645511749,27.6709582229664,23.290419339318145,0.2032836021083999,0.1789973199758805,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0976445373212064,27.35859676188052,22.858105975497782,0.3198376415433129,0.3031267935276851,3.0,-0.0802691184916331,28.44182093088786,23.745400273974177,0.1267370906768659,0.1195930358532516,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0738935763625535,27.038620989694937,22.658138409150485,0.2834943554733806,0.2654585145067053,1.0,0.0138476954664135,28.739644213427788,23.90521709748852,0.200726785952761,0.1974912950584881,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0715022573575914,27.366960682119508,22.89664844401591,0.2815128626443383,0.2598293383441081,4.0,0.0533542630461124,27.91629900159776,23.48584667815061,0.2516590010292927,0.2434298129362148,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0837528854181663,27.640197054750168,23.179954303152307,0.2978377055219164,0.282671233286396,0.0,-0.004104037348805,27.295353459480005,22.95058271497624,0.1518413005471758,0.1403878448288793,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1125487301694508,26.77752040070141,22.438418355043066,0.3426871289389362,0.3273704558191021,4.0,0.0318239573455977,27.92715670276471,23.203454516236103,0.2620922038595197,0.2800871956671095,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.144062379072095,26.4216952665158,22.08573367900552,0.3822621391709525,0.3611446372831748,3.0,0.0066920439554912,27.793480849143418,23.373952710489668,0.1706467711100135,0.1452330266979376,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1213795218403123,26.53078397168551,22.239837553418024,0.3503474100062265,0.3275252703910351,2.0,0.0574920601982755,28.22590535087718,23.64844568675552,0.2767029932038236,0.2735119150356822,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.132366535558976,26.470867512344025,22.123938675560726,0.3641149162081956,0.3418282672643911,1.0,0.0181869486290294,28.29908442773372,23.813723849456224,0.2050843383714126,0.1675014115854889,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0980306143193582,27.118757729949287,22.64268435500632,0.352696741812896,0.341998045749243,0.0,0.0037635049905287,28.18520353365933,23.59775012367825,0.2986677997070882,0.3046974253277225,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0773395443898385,27.3347402557376,22.97868169870695,0.2850144260192154,0.2771252004870861,4.0,0.0368135194547919,27.9945557971938,23.6865832343888,0.2351224437094433,0.2318537380417784,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1026997961980342,27.1284728953086,22.806980139729976,0.3212149517320704,0.3084425748077064,2.0,-0.0107908469757009,28.245742037337703,23.619345814958777,0.1328627172988052,0.1005400338325645,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0823600234999965,27.418236869566336,23.08807236421212,0.2909900008515191,0.2822353203996327,0.0,0.0222764842626819,27.71651343908172,23.073683962581526,0.1810011157200331,0.1749112155083063,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0907630379188922,27.229289389398488,22.864108652653773,0.3074750597631237,0.2964272532307468,3.0,-0.0137821710112022,28.401467852992056,23.982201709163903,0.153408509800186,0.1284418138952494,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1008936209207312,27.31503705075569,22.933221315928886,0.3226308573253579,0.3103298478411417,1.0,-0.0182040700823675,27.68838325329713,23.28684346139537,0.1399728474571285,0.1276587268441342,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0999611636599723,26.977951318701024,22.66312406807591,0.318620065113338,0.3026399363134014,0.0,0.0324818088615548,28.017797112449923,23.86974214120956,0.2022658934001476,0.2527198402785921,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.121192869096404,26.89069115726484,22.505897783760496,0.3533209952711968,0.3405066537584256,4.0,0.0304408248935691,26.96223162511345,22.642107655732666,0.2159264014412827,0.1644477503662096,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1139893679564585,27.01710041374292,22.599789364364,0.3502855820683199,0.3401712583928406,3.0,0.0316423736252795,27.08780397136721,22.91855746241348,0.2300394622388673,0.1729123699493797,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1029253269297345,26.780875843276537,22.487529826314923,0.3242548916642778,0.3035635124931845,1.0,0.0777219789660261,27.88710556617941,23.363517183268385,0.2865596272679709,0.2652276799235183,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0826975172472284,26.99027902946145,22.70305194181187,0.2933075410166779,0.2783754653396643,2.0,0.1036786785531256,27.93313916653761,23.80877912301497,0.3346842563953341,0.3349764496279085,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0404936994507456,27.854038294149248,23.365566906874182,0.2401373979339751,0.229935007170964,1.0,-0.0016761905840028,28.49686795222234,24.037672785562275,0.1576957012225184,0.136179754822937,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0580517833104052,27.676866112122863,23.187838683084586,0.2561529077107978,0.2384588642166789,2.0,-0.0308800997019977,28.506441454418983,23.977460116684487,0.1707924862047972,0.1542347182932435,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0554700635884538,27.995626447334544,23.58946323033696,0.2519906226317409,0.2348286778788445,0.0,-0.0114741824008999,27.79479336269865,23.31536788469934,0.115281201878793,0.1115507207080568,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0551088086215355,27.962604796015,23.4716860073715,0.2545281206654895,0.2412061037429766,4.0,-0.0263563797932511,28.04939411926318,23.5022079717946,0.1381166740283183,0.1223486979249443,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0677024068420418,27.599431341364355,23.05669872326217,0.2747070523176306,0.2669165306465306,3.0,-0.0545688478437504,28.86286942164475,24.198002659008708,0.1208848254578951,0.0943705349832539,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.097313857540484,27.013522327291025,22.60113555322076,0.3161885514889311,0.3031998175729117,4.0,0.049187710623187,27.52764788547637,22.947058980222803,0.2724549059195322,0.2358153858735304,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0987557467831704,27.005622443205286,22.71707538454894,0.3272429458155514,0.3071488760333253,3.0,0.038479077345487,27.56951095116156,23.035820653273014,0.2288269218587341,0.2560281903112293,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0957894592544382,27.33875858217986,22.80515965112152,0.3495289645942833,0.336949554529602,2.0,0.0331101147362208,26.91705579797928,22.565943019426893,0.2252037119548351,0.1826887933802864,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1348471990589205,26.743088570948416,22.303927373068177,0.3719335500966453,0.36331511184466,1.0,0.0084644233994332,27.40454474688836,23.123091022262628,0.1816423919990919,0.136389846921201,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1447161234680638,26.476259237727263,22.21388889824656,0.3820437148277245,0.3681074950804069,0.0,0.0396324307379828,27.55469387274885,23.06727795295845,0.2087819935197528,0.1761824203407633,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0653490473515098,27.76886346664345,23.383253477090232,0.2592509235445641,0.2432415245109535,1.0,0.0336856929259768,26.733085368142383,22.528135983840297,0.2066980865594761,0.1779247696893741,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0580127120390924,27.505524313455187,23.16197969825839,0.2443426711884175,0.2275695122668515,4.0,0.0576900780480924,28.04254296282532,23.690838457969807,0.2464527515183145,0.2380090094355605,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0915653868326422,27.27401060703432,22.88992934690327,0.3038008919548273,0.2909851211711946,3.0,-0.0154533319035572,28.281052814518603,23.76476879112585,0.1224445331318209,0.0893225291197172,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0799862240227603,27.461639421185016,23.052797128686866,0.2893511381241127,0.2778240913484074,0.0,-0.0035797093879368,27.978049763451057,23.508722758654923,0.1600738114592462,0.1351311023242178,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0901964167402358,27.236262932790385,22.865181330302622,0.3041894397333675,0.2920549250295618,2.0,-0.0176443285787037,28.514260202948748,23.967495323547883,0.1039666033008636,0.0691612152660171,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1244811180436968,26.824598053212444,22.5100983588434,0.3557623280731855,0.3413131570765289,3.0,0.0410095664159214,27.20274187093161,22.864410438085137,0.2089278350651408,0.2049553859912412,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0938833690687229,26.97500563379828,22.768508607708192,0.3114654678219603,0.3013515801209236,1.0,-0.0446965033098882,29.43641415940418,24.41095522628872,0.2000478851378176,0.1641135547086027,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0964885501699766,27.252169588508966,22.90621472055064,0.3171556397182324,0.3076650981653444,0.0,0.0152450820011438,27.25642616794796,22.913852296431383,0.1906405337516407,0.1721937590171124,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.106531083872184,27.11855369713646,22.789088384903817,0.3297817402079445,0.3219640663923979,2.0,0.0250677629989541,27.2105918517452,23.017166439132225,0.2599033606012636,0.2239884389671489,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1016459644489664,27.20905422487182,22.86367496760944,0.3266693257829596,0.3203663685049734,4.0,0.071529220391367,26.50182790632553,22.488919226031456,0.2708011148361999,0.2554461076485561,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2695665040987768,24.31662691117357,19.96646511357281,0.5294349927819071,0.5255013120997853,0.0,0.21552664263826,25.30723385485556,20.75928876360699,0.4781133635337925,0.4696975864095561,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3690877323383493,22.66981106276317,18.32206568728956,0.6082076390244773,0.604922399469024,1.0,0.269402465445839,24.120702803796743,19.555730710326824,0.5292177798411659,0.5216023349993721,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2488907297014141,24.6488743432498,20.30995555443348,0.5205980603751746,0.5131953757449524,2.0,0.2208388336016532,25.255837796861364,20.82182755856198,0.5007911379409528,0.4960892062084996,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2267799032747108,25.0625269310119,20.49432882383505,0.4968829520726129,0.4911169763933454,3.0,0.1952030274929909,25.45594115302585,20.761389922742083,0.470748754814271,0.4654919445382572,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3217416861758702,23.48659020129205,19.23565391754336,0.5719438384215882,0.5691666148863829,4.0,0.2489363485439514,24.53446848017955,20.063107087276336,0.5099505223295542,0.504948477618866,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4114188604771263,21.861440273224108,17.517593875471896,0.6414967963934873,0.6370675817234703,4.0,0.3376019283602404,23.113581182359784,18.57393088385968,0.5839427025751796,0.5770512245389459,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3541800135862328,22.87997467898321,18.089118414777943,0.6322678070552487,0.6267073502271043,1.0,0.2742811940459075,24.26046006245923,19.308337658717488,0.5781102378564009,0.5714478054537984,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4059562751395029,21.95625506748218,17.846056838145817,0.6426330533629503,0.6372908160848753,2.0,0.3234386118913765,23.3867452289472,19.0003675683304,0.573392158402405,0.5686341355952318,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4299496816716465,21.49199849289265,17.033058863397645,0.6611699966450505,0.6554413501840682,0.0,0.3262998847365315,23.40803383798794,18.59643723082979,0.5860460353641773,0.5788920277771372,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4635406142438986,20.842935875587035,16.611045929549018,0.6814450326328233,0.6769258582747995,3.0,0.3430390000242088,23.14234348607529,18.5482007962385,0.5916789427515299,0.5854762203567815,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.295053344779925,23.926223077660683,19.60271014932801,0.5611140839274567,0.5554682961801805,3.0,0.2563744590037022,24.48616744317109,20.00826928070735,0.5261999446744401,0.5212556463506732,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3142839183760858,23.573710578530584,19.234327379057355,0.5612347615217326,0.5588870705802361,2.0,0.27542843156322,24.269609262624144,19.83539665846232,0.5279299824851692,0.5228460025428788,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2765574690031682,24.229750625718005,19.944660040115064,0.5260820177134475,0.5208402606989373,0.0,0.2466432586524936,24.68010569133465,20.38738231883996,0.4978861812571536,0.4908287682267429,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2883324690704694,23.97461445977205,19.69971425151668,0.5370150579627929,0.5313358515860275,4.0,0.2602273890001244,24.68277090924628,20.28544222045689,0.511795480932449,0.5069973726262683,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3312391291925251,23.29238418539172,19.029494051488467,0.5756174452936967,0.5752300524523929,1.0,0.2785071579095819,24.16855235098734,19.653334724142223,0.530363261300228,0.5244879196287657,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4075276479406192,21.93522372761993,17.579462939406792,0.6482457234458188,0.6444752798858604,0.0,0.3236978141423779,23.349705282931225,18.763346757552664,0.5805925924132943,0.5761929152280817,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3580122611759675,22.82773470305153,18.50624430192798,0.6071964795243244,0.6017293801872624,3.0,0.3304175624521717,23.253359466276724,18.846802618893765,0.5804612733531352,0.5777619682237537,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3700950817735162,22.58771600210759,18.248755367699182,0.61563133291224,0.6093942760102048,4.0,0.2982626787104372,23.910600218990933,19.30243281675557,0.5556295220757739,0.554080634635205,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.386243151823042,22.270260056800343,18.050773072030204,0.6222459884102791,0.6173807742249571,2.0,0.3313701041968356,23.44522285283367,19.12624994758555,0.5764762066867917,0.5703778405466392,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3593230072448451,22.821078293438763,18.656829260521555,0.604561391675125,0.5981481144429023,1.0,0.2924868451844218,23.828962424666344,19.554781986060647,0.5494966471202694,0.5414768475557371,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.210027773263556,25.30739744190781,20.888781576717047,0.4777629911120883,0.4696753162130282,4.0,0.1685390383228076,25.977418485790206,21.48339117867729,0.4361232081396446,0.4284080793244076,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2034747367135908,25.44020799777613,21.13545606384618,0.4616958665757075,0.4537208367106472,3.0,0.1998369063528307,25.371287889923305,21.00593936908728,0.4567248493557464,0.444718782897461,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3082058372987851,23.674318848095496,19.3364854329064,0.5593758528955596,0.5553884351220805,2.0,0.2487896288487386,24.725068038928548,20.287969498687165,0.5091240368049725,0.5026024039780085,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.327567199549044,23.35575584068629,18.94195749576293,0.5735380231826439,0.5675021721318688,1.0,0.2601317279639626,24.476427991165856,19.82728299439321,0.5180375205184341,0.5155743090059289,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2221424398061466,25.08769762176541,20.702490989075603,0.4846981217015533,0.4804681837502918,0.0,0.2050077131204689,25.49462328293379,21.06236193660108,0.4656449290307998,0.4559427764148392,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.338157550017325,23.21388801042336,18.752610212856865,0.5942833845066697,0.5873801666735683,3.0,0.2791370404732302,23.98010177545525,19.30529246567568,0.5470002080748384,0.5399531211101782,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3888383965360578,22.28124487353416,18.01717346312804,0.631176513551236,0.6259075146567488,4.0,0.3146944055374716,23.492744412952508,18.95301618711977,0.5718846438727834,0.5668980050156793,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3638862768844285,22.70823756837387,18.55240694228345,0.6108027029604977,0.6028417258458022,2.0,0.2953325327049516,23.92054600299953,19.441123954341684,0.5501230475845544,0.5416588374058257,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4298489278934593,21.50981954777847,17.23435646511227,0.6575828120507878,0.6527101118357679,1.0,0.3345264145328619,23.19775771365656,18.71512659274708,0.5837943099039622,0.5791064630159293,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4109009619826457,21.86749148003529,17.68289314207039,0.6424508394692087,0.6384477740672827,0.0,0.3387407429779122,23.11032239325341,18.65931269692905,0.5848362635612865,0.5790481898848792,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2468748974368232,24.683063727070216,20.33860934774984,0.500014823434038,0.4944343100123842,4.0,0.2240337683241164,25.20525710625793,20.761564471950408,0.478070566541478,0.4737672845307692,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2621882666024373,24.526295945012663,20.190873445112032,0.5138453264433108,0.5078594029064605,0.0,0.2227168472037979,24.83346571772545,20.410834448193693,0.4776184640675343,0.4679549289202306,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2478664924523582,24.688466377016333,20.320621434231708,0.4983825301549554,0.4921555656447587,1.0,0.22293669881033,25.13212588141308,20.69217884432477,0.474426384441481,0.4749188524748252,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2689459794106332,24.39197389543962,20.027244019401333,0.519655804306934,0.5164633788184152,2.0,0.2161706754311317,25.028477466371164,20.523500998145504,0.4715317451068981,0.464662732234306,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2552516345715828,24.64268080886525,20.29835330961161,0.5070954848516676,0.502496091586911,3.0,0.2315682907691074,24.68426672725673,20.200956054218945,0.4856222158565139,0.4785212271535267,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3168691742560382,23.563911474071727,19.2920053508847,0.5689334851191151,0.562751470575831,4.0,0.2776498558316805,24.08952249131218,19.690650911243186,0.5304034658552528,0.5194971822977731,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3410590896092929,23.11661856828712,18.82976944889556,0.5890101303747712,0.5825375686320227,0.0,0.2922601811896655,23.953175534483734,19.614846068362542,0.5437103162458035,0.5346228012155654,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3369060559037035,23.13230241913992,18.91509170914153,0.5809482704750214,0.5733962136315038,3.0,0.2736655943070545,24.50421990959889,20.138039874169728,0.5237209561034284,0.5185492389161585,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3318899001445318,23.306441115296305,19.16510046575505,0.5903442016244407,0.584722311814424,2.0,0.2692243494119688,24.21662869441647,19.97323624143509,0.5381801247198015,0.530124484701598,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3232997605257641,23.425746551047435,19.164857027552443,0.5720785387344707,0.5642519076992318,1.0,0.2798376970192098,24.16473242246836,19.811581753056185,0.5327344851863838,0.5270028665840728,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2160858044431817,25.15134191715993,20.67267644330065,0.4804777134228056,0.4761008606711683,2.0,0.1898930418224084,25.862188365550484,21.46776266497384,0.4590941731775917,0.4551109018604125,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2337953944878461,24.89600198972387,20.3418641550146,0.4931901885361202,0.4903241261856949,4.0,0.19453369408019,25.68198458880321,20.92171124225618,0.456221676096945,0.4476044311174903,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2709771159195538,24.35283338209237,20.00635554847297,0.5333921703952522,0.5310736658758924,3.0,0.2240911786430146,24.923045483090544,20.31418133643164,0.4891410543290252,0.4835443623812141,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2938876763479636,23.89182102310893,19.52119060958608,0.5468972842437265,0.5455109100451765,0.0,0.2243496130083629,25.22824279619913,20.6966842564852,0.4879560036222827,0.4859038410435029,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.329687683528031,23.309517245779624,18.936413597074907,0.5759640650255312,0.5741491554614204,1.0,0.2603427611477973,24.512149835772256,19.997590181105668,0.5160995583384047,0.512723054911512,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4086447680566687,21.86938225765953,17.45291968474149,0.6428279588107001,0.6404132601710341,0.0,0.3216971140562344,23.577441641839705,18.96068042860733,0.5729721146568197,0.5693020675243652,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3889223844407273,22.220248622497586,17.907512198876,0.625437856108048,0.6236850074092526,1.0,0.2860098976881849,24.23464482620965,19.60567378436381,0.5395688773694924,0.5336681013358178,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4042442032072488,21.95816066731136,17.355563302014154,0.6534966926021296,0.6501122187644052,3.0,0.2876894416960118,24.128383941171577,19.16087389714532,0.566174421787768,0.5613830102340568,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4019331417790472,22.05441380485318,17.5844592926438,0.6356382297656512,0.6341809136277547,4.0,0.3060635869101831,23.57674707194041,18.815043738021,0.5612760484300178,0.5575545956584936,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.413187005643066,21.78973180232662,17.418771546667582,0.6445674466186001,0.641549695280974,2.0,0.2826098739420494,24.227399096294864,19.55627432480012,0.5430155865001449,0.5355884233704103,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3080625931537945,23.705929389667645,19.364951493032457,0.5551724595153902,0.5535070622712375,4.0,0.2277309014752963,24.94657918676623,20.259426495552063,0.4838152156284179,0.4832854793356265,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2966074724630333,23.86228578367608,19.523193654696247,0.5456268946490923,0.5438137572470098,0.0,0.2442302369140078,24.835629017768763,20.37658067376137,0.5003992755280895,0.4988913172279204,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3024140082567395,23.79739014313151,19.36550879559152,0.5514452993744313,0.5515301781742671,1.0,0.2482197343917018,24.63599059905664,20.057717437548305,0.504274899704839,0.4982696946775273,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2931996974731043,23.938409759719228,19.58684469942633,0.5446102724241041,0.5441463384317268,2.0,0.2411318984654068,24.81047551135121,20.24635831421372,0.5020674526261368,0.4950908793035234,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2891980359883775,24.00690712732053,19.61599496430007,0.5382820786721291,0.5403052586011342,3.0,0.2524159034516241,24.62509463349446,20.145081609673923,0.5041869076717496,0.498587182831765,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3734272412079633,22.524938117337555,18.169431327261897,0.6111684285065392,0.6109842141688204,0.0,0.2811305650499941,24.21035579939041,19.426404282968544,0.5369877423812011,0.5332985812685743,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3680793337315445,22.617335711730707,18.083757318324867,0.6258888956628144,0.6243182617580805,4.0,0.2869365720470462,24.12975172029517,19.34086751555952,0.5582636563133434,0.5535281657721464,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3764809608167315,22.451899144347465,18.148286671051338,0.6154815188005645,0.6137313798850791,3.0,0.3128395169169891,23.748999616705945,19.37419374362142,0.560917396209323,0.5588431089467789,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3058602022592742,23.74704667007809,19.515581929524377,0.559545695965135,0.5571488527890733,2.0,0.254376565016552,24.499155853739428,20.227445030201,0.5122101256382445,0.5037003136181952,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3306398488113923,23.237506143033947,19.007909189709395,0.5796645828825695,0.5790971825484186,1.0,0.2721659153328142,24.53483382340569,20.031203961896534,0.5242288821818911,0.5156237705434187,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1875004069287176,25.723209726600142,21.200085675873225,0.4365394414266504,0.4294827100734096,4.0,0.1559153371310102,25.93866087571019,21.37961502994938,0.4048779929593128,0.3993153775303278,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1537337530586318,26.202681274296413,21.59474291752709,0.406082967101772,0.3961445596245567,3.0,0.1044279084051474,26.92207934302355,22.17414876546692,0.3540217095795357,0.3442023177325999,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2308862711324548,24.91205455202852,20.44439744596351,0.4850527831853373,0.4792799056771441,0.0,0.1850473804111653,25.955092598458048,21.31682702853814,0.4383282892078992,0.4295856231111896,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2076417695118603,25.33446602148018,20.726465345278484,0.4626099103035998,0.4581868478858054,1.0,0.179208582200659,25.850210648885543,21.116933181067253,0.4335951496018109,0.4258919888067934,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2412033588080568,24.842546039558595,20.34313825646308,0.4918612742957769,0.4900648532336288,2.0,0.1899763737415738,25.47157997069655,20.86608311038921,0.44239170832137,0.4351571464993376,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3821232357423517,22.334720526869745,17.918458017397153,0.6185584818643872,0.6160597527099747,3.0,0.2835904334438712,24.308730311806745,19.58360662284326,0.5374435863084811,0.5299262169005372,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.389054303049073,22.258660023799187,17.882752232818817,0.6241506597767781,0.6228231319057854,2.0,0.2935244757206302,23.933475940347464,19.261857686849364,0.5475138546620748,0.5390013098607755,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.313359799204544,23.628676072480147,19.079962599303137,0.5773779191547415,0.5739489198581097,4.0,0.2482563363832619,24.55662884466757,19.84930532572694,0.5225291952741953,0.5122260347004778,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3856055015344571,22.355124524500948,17.980354886508767,0.6225950732253457,0.6179338687453115,1.0,0.2744906462004394,24.106614931669487,19.49555904797845,0.5309882463527247,0.5246013114288945,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3305917541255052,23.273231204455893,18.65190002854557,0.5970349171662147,0.593262612591868,0.0,0.2440834197369366,24.866959201856265,19.942074143214462,0.5210170260163101,0.5137283796931422,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2381363958512918,24.855470206117108,20.44166615328033,0.488750917171939,0.4858948033805643,2.0,0.1873089751796376,25.67079667476084,21.2399277202252,0.4393412954253574,0.4338468603914296,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2239784737766249,25.06826377797957,20.69299377097009,0.4765516935517401,0.4718456246998937,1.0,0.1774500037629587,25.89846568771837,21.39869352403934,0.4286112379926421,0.4215409090273377,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2367881802947545,24.874511969321244,20.50258817478459,0.4915802355801537,0.4887838841136597,0.0,0.1919101494926027,25.60496515360855,21.146283695962737,0.4506847207678529,0.448682232190619,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2304410169120421,24.96559488765954,20.5623348847658,0.4826870095516769,0.4795789219024248,3.0,0.2079680234957415,25.404017147700973,20.94483811466915,0.4617669288710842,0.4573454014648463,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.22675580524005,25.04698046145145,20.62739999084075,0.4861040588712039,0.4846548596667281,4.0,0.2004421513456685,25.43331722957032,20.90681789085294,0.4591226719824378,0.4544867866230958,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3138978810523274,23.59564336666998,19.36784944061652,0.5668701670831534,0.5639041227403541,3.0,0.2601125903439119,24.46049112924437,20.06694479915249,0.5215525107401453,0.5163494797678281,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3042717260299117,23.74548115898456,19.36622842895256,0.5528989278399138,0.5499965317266934,4.0,0.2412185235663649,24.831830827148107,20.36565896267801,0.492885496446186,0.4914482549846505,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3116007802857153,23.6190983481506,19.28830710515652,0.5610209444513148,0.5585703837628508,1.0,0.2639613025738906,24.46304605511497,20.04253708519858,0.5174432651979258,0.5125365735932018,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.317656276360117,23.49874456546829,19.213669469546524,0.5679751257497393,0.566864301309404,2.0,0.2753408648543992,24.34077889945246,19.96362879211368,0.5290217105573016,0.5236638290252763,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3212926406081497,23.468187686180304,19.08623670549099,0.5689127100606661,0.565390876495071,0.0,0.282233157717886,24.091723964954067,19.59896263027192,0.5340911671518214,0.5277344973069135,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1840487285446286,25.746839526708253,21.402455540673035,0.432853149410362,0.4242152856926937,1.0,0.1595991144933776,26.00862135767957,21.447334092801924,0.4070741671848299,0.3990231394808394,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2033505174302738,25.44444346203653,21.05790608735345,0.4546570614096106,0.4449773614268448,2.0,0.1701989775742247,25.82771370526241,21.320510633156765,0.4223918081895094,0.4120306922736428,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1358454172747497,26.499032979615222,21.94970522404423,0.4725541929142428,0.4665343163704783,3.0,0.1012787407264452,26.884577765509203,22.237377935160005,0.4383870352775431,0.4276420357016189,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2256060136230812,25.01580478490581,20.65397369512197,0.4797595051737839,0.4730364204962847,4.0,0.20633467500337,25.543160210242945,21.187625488702004,0.4605013008834579,0.4490433078857054,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1857078456627102,25.71234334760389,21.290709462656302,0.4338874551276495,0.4213879957344432,0.0,0.1690147462760629,25.895626118283136,21.457082220312486,0.4178279271113188,0.4091470964143627,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3041686965574377,23.791593844227364,19.507552501457468,0.5660590707176475,0.5581507902114712,0.0,0.2809280146023462,23.994182255090973,19.723309404462697,0.5469483621641071,0.5361072693620483,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2792198955742567,24.172760092632043,19.884151714913607,0.5604238381598594,0.5507530475651418,1.0,0.2562865116357025,24.57242167876333,20.33277624900609,0.5346401983271566,0.5242124766993713,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2496820514308393,24.631836754490863,20.163738637803192,0.5184167696489682,0.5080076257912182,2.0,0.2463836710644945,24.85020758814034,20.460358305491106,0.5084150612766589,0.4972349354234548,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3189257716798394,23.587402108189515,19.37822292552409,0.5773332308634588,0.5672964078323185,4.0,0.2496021210471779,24.29654329844159,20.000627968160487,0.5246879789297817,0.5131570427280906,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3439070897041301,23.04861070540897,18.83034307253611,0.5921291489756166,0.5828466966267821,3.0,0.3030921354158041,23.84342766198537,19.539585394102367,0.5586445189192002,0.5517217281833195,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2083300461905709,25.37298443398304,21.03148913185511,0.4609326947858886,0.4512807576761546,3.0,0.1947361996215764,25.409064782014664,21.038578538507824,0.4451439933926012,0.4339341738220206,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2176767410833882,25.19236911337178,20.825096259224804,0.469967515030145,0.4605186424269274,4.0,0.2075754103937561,25.32529043570986,20.943044696201376,0.4579181164713701,0.4491927257150298,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1926323312439413,25.523320039740288,21.24043766134701,0.4473993214676977,0.4363765686373116,0.0,0.1831300005308852,25.9917405342624,21.658092480854293,0.4387233599618271,0.4322545510078653,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1889738724023552,25.65499595256584,21.23957899711936,0.4505083616354036,0.439536557430133,1.0,0.1705384895192755,25.88991988201944,21.39373896829641,0.4354815596186666,0.4274242864853565,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2074271173615772,25.35855249336203,21.09234100912489,0.4593358238313675,0.4483296470836188,2.0,0.1868134994710316,25.65196374744617,21.372056682116657,0.4383826811601517,0.4297856565478224,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.286183343640736,24.12192518345552,19.83973267512018,0.5403184129501521,0.5331116956112745,0.0,0.2489376370037531,24.419628133005613,20.129085761471018,0.5058121344803025,0.4943295031810674,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2604347876412498,24.52170318410264,20.148914704373304,0.5184628545728018,0.5095111604199214,1.0,0.2179693416957875,25.04932094739184,20.57817282090017,0.479554991891821,0.46486862807385,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2778155297008445,24.25450076957584,20.071202711451903,0.5423403894293909,0.5346948464989713,2.0,0.2405729318255948,24.58953422394689,20.395850398586624,0.5023797560117468,0.4933467263289492,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2737288093180259,24.307839632222795,20.157095592586785,0.5302574274893483,0.5218458802119428,3.0,0.2411920214676362,24.643546081386106,20.39417406207481,0.4977590018783753,0.4857000213310436,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2867428522297889,24.050377255539907,19.874963851898304,0.5372707376608877,0.5285523077760375,4.0,0.2698768542571284,24.328601686660548,20.07542001122498,0.5200712401399015,0.514041534205218,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1561362198162487,26.224062560542368,21.755069878659366,0.4037782379767327,0.3983664543148783,2.0,0.1517308322834942,25.963677384620105,21.549967382941286,0.3988130995816097,0.3863986790551134,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1420439766771364,26.333361839812813,21.849159674153515,0.3874284676772945,0.3761186546980672,3.0,0.1374042420937328,26.61916512993136,22.048564006097127,0.3811700331339022,0.3723271595414704,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2027208301687157,25.460161839514075,21.16906740672737,0.4533334203335468,0.4427659824108184,4.0,0.1690250505136002,25.8209757111548,21.35842275181057,0.4185466460960647,0.4163271690862563,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1794398141295182,25.79492703571961,21.521360671896208,0.4298879717029445,0.4165099508739959,1.0,0.1794120666020932,25.79561242047106,21.59919274004313,0.4280348049869769,0.4219598079090831,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1686267697054891,25.97409110316832,21.492923561314367,0.4190890433781727,0.4081128394793127,0.0,0.1392855379663135,26.38202350769177,21.93460349935548,0.392143340820349,0.3812016732435211,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3085196465083938,23.590964245828857,19.31285660164731,0.5561478066028211,0.5474299094883351,3.0,0.2699841566570706,24.692703255520765,20.176607559636206,0.5219448465474765,0.5135691002182344,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2337643571411385,24.941780402425465,20.76819694073742,0.5086963445243096,0.4992866076184411,2.0,0.2372561463082106,24.80999369009249,20.576711977238435,0.5087245753908995,0.5001471414782107,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2749373516217775,24.261291217783487,20.099361359481,0.5463362050274856,0.5355426111989302,0.0,0.2524666033171086,24.56313083488947,20.263777559058028,0.5200451056694593,0.5121518598612558,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2338756100932087,24.923724756707635,20.636692337043684,0.5187861327972736,0.5110040648001138,1.0,0.2196358958515056,25.161879635378792,20.763496048218723,0.5015010456726106,0.4936906918706049,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2970175707475222,23.82827822274717,19.5034612005026,0.5451971768908956,0.5368557473925479,4.0,0.2633187139850999,24.630312795979226,20.21634734003881,0.5149237843491337,0.5023449095144714,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1614500959848464,26.06718030079873,21.67549061740533,0.4118946127803066,0.4005831110431184,4.0,0.1596592969295909,26.14295426997489,21.740534708808227,0.4096358046417019,0.402237316509187,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1819407735833131,25.721876977954853,21.42521574567256,0.4307402839830266,0.4215038707858639,3.0,0.1775533892155275,25.9624937282478,21.66784325958453,0.4241059796827701,0.4160885071590558,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1767812884872966,25.804749179762844,21.41901153332129,0.4231868280181101,0.4125034588052385,2.0,0.1711608065444235,26.05568466402868,21.62280092953789,0.4168959452447448,0.3999276440850022,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1811769386457589,25.76234354347753,21.43552863849675,0.436104942177732,0.4264908544369564,1.0,0.176256427102023,25.869223664278344,21.501241392702443,0.4344752340245105,0.4264652313689805,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1802607375666484,25.815018565463568,21.44420510826642,0.4372429199237382,0.4288515160963923,0.0,0.1634149070324184,25.91408111185788,21.45121139154035,0.4193616243074849,0.4073113038872048,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2388565991209581,24.82941912271268,20.64786853923917,0.4922215955791316,0.4820382386180005,0.0,0.2188461625092249,25.2275923254599,20.98690360172772,0.4707073822215362,0.4660981468829389,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2664209729010161,24.325892688746617,20.12446959999622,0.5166867830627012,0.5064343745868236,4.0,0.2584158812690429,24.77767428197433,20.488779032155858,0.5086913989790345,0.4987360639506539,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2547335846514196,24.623435947457214,20.34718422123335,0.5110039332588097,0.5014614943902734,3.0,0.2443598530693255,24.5924242385256,20.27467140002513,0.4999950767804325,0.4910368435740845,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2444757305160501,24.74994671510766,20.532873259680272,0.5057996774806048,0.4958172656216252,2.0,0.2122889166975177,25.281542574545178,21.02504163084195,0.4687585233635265,0.4591113090343143,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2408500745224998,24.825547463962057,20.52784007027618,0.4934573405415805,0.4824700955249777,1.0,0.238267864932689,24.79225206022928,20.457759301476106,0.4885673091230782,0.4775452612622865,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1836201222207064,25.69834808020844,21.30238159456161,0.4471911755570449,0.438316562515172,0.0,0.1483667174685173,26.40154244090109,21.91222268001965,0.401668691191151,0.3856080595633205,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1443427542234153,26.32648857668012,21.921636290929584,0.4029897706483258,0.3949656947539903,4.0,0.124482246952238,26.705865063494205,22.312416471724028,0.3793922099045665,0.367760692903123,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1360398525538952,26.421102419825385,22.045816269860296,0.3879750158543322,0.3766046435935432,2.0,0.1280579018661805,26.781659856164605,22.31719471404758,0.3725800287284854,0.3642340104032232,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1700080898514241,25.972562615873503,21.59745858635832,0.412593076960857,0.405821663142676,3.0,0.1482871226329243,26.153997780429737,21.72101883352,0.3875020082509115,0.3778589651915012,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1427438011260527,26.33314636473761,21.76604950496866,0.3991207740527675,0.3947598796998349,1.0,0.1359398525458537,26.596836348967283,21.89499670216297,0.3960283997902045,0.3874623532372023,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2395107567476094,24.85738202132327,20.585151946167013,0.5160961080766355,0.5091403342120772,4.0,0.1923552544102977,25.489668149421004,21.08656012199352,0.4744037190734063,0.4684253428960329,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2917186505820945,23.961979788051053,19.606586210210136,0.545205279442684,0.5404533168220768,3.0,0.2130297601843318,25.277764360248973,20.666435882963,0.4747315888434056,0.468881251439832,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2709629858438086,24.29204150533492,19.93292688191829,0.5232993688997278,0.5168761904065854,0.0,0.2409433306865842,24.900275966170835,20.524570152635192,0.4932253593243898,0.4919197333566947,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2727877556061308,24.271987286690447,19.765748441391896,0.5334293336726472,0.5259214292170261,1.0,0.2209703057661342,25.18402090775621,20.506529553321545,0.4847233841188146,0.4763241091929747,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2969893479878005,23.838599797837603,19.28514258683647,0.5506356888372982,0.5450964487190322,2.0,0.2499707017106216,24.81079125130541,20.101884128798687,0.507731031847102,0.5050543766044411,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1552976575537219,26.132977852648462,21.77029840066984,0.4006528631091828,0.3924882719917748,3.0,0.1492257654810374,26.42140193666462,21.993514702121097,0.3907992076789975,0.3858109109971543,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1606377276638831,26.066933889094663,21.76480980660248,0.4046513350953291,0.3972556486495218,4.0,0.1657418712455877,26.09875335553682,21.852785557662084,0.4089147846106422,0.3977050725430344,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1683539829076995,26.024788539957463,21.66401819252361,0.4116187350434815,0.4053229725427919,0.0,0.1644308070710015,25.80643268691622,21.5172407665784,0.4066714042035592,0.400323535287506,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1657095063777592,26.03873196584285,21.70944941554136,0.4101913354783585,0.4018800679353193,1.0,0.1529136113805418,26.094866088008,21.689331004690565,0.3950922607443712,0.3871130969955015,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1762631492584366,25.875854065966795,21.58517359198611,0.4213885790184627,0.4166180990709223,2.0,0.1378921627983328,26.31317148961602,21.812184846727995,0.3766003692484225,0.3683191028010166,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1999741909812669,25.45424487681529,21.1962744858138,0.4481314693618123,0.4412699005134894,2.0,0.1728173712837384,25.9654229646556,21.53344821930544,0.4159417116396394,0.4036138927467034,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.213742436046649,25.27240814755521,20.933448052114567,0.4664865781515315,0.4611822242949278,1.0,0.1982721193008183,25.406797360350925,21.052601251281747,0.4528439771698377,0.4463784619540867,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2089429240644522,25.282023167283626,20.99509112649361,0.467947614445138,0.4593732231772705,3.0,0.1821371246305273,25.937111070541096,21.567492260234616,0.4406394243172742,0.435080394138765,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2262276981434143,25.08732929455785,20.83509481976257,0.4774019965370975,0.4733351207622352,0.0,0.1964881354156672,25.370529499321176,21.01271720491477,0.4448036510489002,0.4380380537503988,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2211740788694705,25.1473471114966,20.810666218787468,0.475434764658273,0.4671248775535846,4.0,0.1915964208490699,25.536236994886394,21.054594585121063,0.4429038634390486,0.4332229511536018,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1091667889000124,26.91165968383545,22.327335596841465,0.3440842270547821,0.3335514457330606,4.0,0.0972163323231042,26.91885449634258,22.38611436931,0.3280203104449697,0.3197436139074401,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1048067056314897,26.914822660140345,22.45779784418223,0.3407102550894389,0.3249350852551133,3.0,0.1006323423392485,27.115740657466265,22.594433022623573,0.3411793618725818,0.3345348074846548,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1205654795422058,26.807763710808512,22.203346584042027,0.3608519816151184,0.3530411746145081,2.0,0.1113176121760728,26.42744441912315,21.91191478775668,0.3521672517526797,0.342960623881125,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1019805976905816,26.98390028405647,22.52742405742316,0.3465478063391775,0.3386038018741807,1.0,0.0706616825442816,27.45217225490033,22.94195454072344,0.3137404881901537,0.3104121662711849,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.089959208828382,27.161917511988417,22.695857882743784,0.3178969576447153,0.3102533890956854,0.0,0.0697995108222319,27.46981478383838,22.91413566720865,0.2951532794418263,0.2908435244755309,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2346713679988886,24.98237916406223,20.61278412756124,0.4888914128959644,0.4803892822242946,0.0,0.2023891756592066,25.13746797445497,20.639349667129167,0.4570098589279833,0.4508731850609233,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2665714879570325,24.39350725014277,19.994947785730616,0.5186670496162409,0.5139421364735357,3.0,0.2007186172296302,25.43356951923481,20.82570549800573,0.4537646836712841,0.4481812840495622,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2609934019640155,24.573803493701824,20.216717812125133,0.5212898551974794,0.5152133046198405,1.0,0.2092947951291994,24.92903181105609,20.45663248131735,0.4705676878497682,0.4627786391177493,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2351788138680156,24.955601762023967,20.670038591119656,0.4867299353626101,0.4798232396063817,2.0,0.1952054465907937,25.32925656507211,20.9240134986026,0.4459993871373994,0.4391811978705969,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3006320931869154,23.82411900680638,19.497570146276665,0.5507419198311883,0.5443533886404426,4.0,0.2308003010644415,24.933577298940047,20.42887633178839,0.4857469444760388,0.4773840567065879,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1324614757966141,26.470358739922613,22.097583634837623,0.3653880240516582,0.3537067497871791,1.0,0.1251864238244845,26.839256343039075,22.38835370020729,0.3586942567857702,0.3483963108794452,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1445895776598283,26.33144969361419,21.987026351710536,0.3831108957436633,0.3746924854028885,4.0,0.1349187619277594,26.51038230832735,22.1247423197555,0.3719726522326087,0.3646197166810788,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1310677371561769,26.56537672797793,22.19443657401492,0.3680461725310251,0.3559405590733496,0.0,0.1260586665027311,26.53915798151753,22.122387887375336,0.3641525202452554,0.3513656645680577,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1257259096915571,26.63743821617432,22.265445326290827,0.3607056488579654,0.3487650106904711,3.0,0.1201425497582121,26.66268416948075,22.23029918184293,0.3553333357113389,0.3468770289139543,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1329252676727185,26.53832106573375,22.13627856583506,0.3762850191952105,0.3667600051118194,2.0,0.1273912707609075,26.51358533786581,22.11396094061056,0.3697249881620418,0.3621167146114012,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1710915388801709,25.91435391038882,21.52712959607665,0.4248700985474978,0.4113745973475097,3.0,0.1428095166517105,26.395513058334792,21.945097627941824,0.3999799303528253,0.3876128515735018,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1967640756026857,25.449696157453744,21.134708056383136,0.4440427667065907,0.4393204539387556,2.0,0.1866402690637795,25.970003032322825,21.653782007618013,0.4321782397900121,0.4260569014323642,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2165907453794838,25.21911343385293,20.887002728836496,0.4659846583937385,0.4596015243501734,4.0,0.1721599365862356,25.850979718229443,21.498329402423128,0.4159466207215042,0.4122851910295949,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1954084902017081,25.539683726551416,21.298881919579863,0.443573925423842,0.439185872093647,1.0,0.1710035186732595,25.942424960780187,21.7017891570319,0.4146673941949652,0.4029644843237501,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1809220096998677,25.734423954459977,21.46872683915462,0.4303151256628048,0.4229529522620912,0.0,0.1669850236669924,26.14134366912497,21.81705125143633,0.4147620983166467,0.4056143107660974,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1466041437614308,26.306700871665296,21.86252582948268,0.391562849697794,0.382956428254383,0.0,0.1497213124633903,26.25114472849592,21.885640262502303,0.3999824035204483,0.3859347404354374,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1477903423460146,26.33312193136403,21.84106498792344,0.3895243176512012,0.382065264168024,4.0,0.1330690507815101,26.33082721869365,21.86391999883228,0.3732737839512533,0.3636532969387063,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1447291486089672,26.3099522163853,21.759464746179702,0.3990514490395124,0.3889913562229735,3.0,0.132896469540845,26.61933460293825,22.05457775483493,0.386479918188312,0.3799742210287035,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1661810236502691,26.00046322208901,21.60861368813853,0.4077833558385679,0.3997253789005232,2.0,0.166049291005246,26.01573897954688,21.69912096415693,0.4078482933818281,0.3994537811616117,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1142637960605681,26.72493884871683,22.06906825348308,0.3749245043362384,0.3667729365998695,1.0,0.0976122377306664,27.353938273746383,22.64450590362147,0.3566582569016296,0.3500860068612271,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2089950143371296,25.366016645511,21.12789977770809,0.4657211447108813,0.4535956098854301,2.0,0.1941780116464433,25.402072597288274,21.1439118452316,0.4449813369521913,0.4373208622539707,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1806998399901322,25.747560665276914,21.254931464497545,0.4597825089744788,0.4477718082205563,1.0,0.1692618309873781,26.0674867370323,21.59756680255179,0.4498209930258532,0.4380951502459413,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2341780127619991,24.933494544797234,20.647482902534623,0.4839223044980117,0.4719584003247907,4.0,0.2085018176029088,25.27807990365984,20.80234040193066,0.4572086398959025,0.4484098902180338,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.203000343674169,25.375781248531613,20.991178126074587,0.4582965332117464,0.4496069526843368,0.0,0.1994971898235946,25.66393341058675,21.24733156861365,0.4526481078206391,0.4429242497045687,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.192464126959308,25.62927812097561,21.252700542934743,0.4600861906367124,0.4482410575442198,3.0,0.1716278107880501,25.75251820092052,21.309085845423155,0.4460629816190018,0.4338143290487941,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1510993027283937,26.27195266728346,21.78378591015875,0.392890162906934,0.3842960161841901,3.0,0.1283968731697046,26.42406567400697,21.95378424173369,0.3732426305348438,0.3623492540301409,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1480496998046782,26.287095763776392,21.8476160699432,0.3891958644917805,0.3771196407202221,4.0,0.143953961717982,26.334820756801303,21.887936458685264,0.385832508270013,0.3753463949228878,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1431592710243138,26.406853931307023,21.932359152746315,0.3912757724283529,0.3829562564258352,0.0,0.1378110013666529,26.25158174128279,21.712492349201145,0.3872339009635931,0.3788835429652278,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1447368789047953,26.319643081289687,21.92553657592344,0.3815449274060631,0.3706894642232232,2.0,0.1383719726307011,26.496084195057986,22.179395922444584,0.3726078573276633,0.3581284482104276,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1399526558728457,26.396830240451056,21.966133260951835,0.3785145269663357,0.367441569031961,1.0,0.1303988773599915,26.60152206318788,22.079336261798627,0.3681655927222027,0.3551752822937773,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2067136577009198,25.350271927641973,21.10484769719552,0.4556334550926882,0.4455371048366854,3.0,0.2017193390913894,25.49284588182048,21.20615528500005,0.4501241279848447,0.4423046997630706,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1830671486348694,25.75752289470184,21.40197079250921,0.4375339169340084,0.4284114949828414,0.0,0.1759000109356798,25.773710675026766,21.376024996410152,0.4263017368604382,0.4146690299027292,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1849234723030389,25.70512736992664,21.34457720471688,0.4417614725378319,0.4321382338755751,1.0,0.1719962432977707,25.92667273732179,21.551426100866443,0.4250156097739068,0.4139752362286851,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1908623882394143,25.677502272893776,21.34451398085397,0.4388326777359454,0.4281969090327163,2.0,0.1678929273595478,25.717974410362515,21.34717255077607,0.4128887013244893,0.3984102188845209,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1725482450198346,25.8855982583344,21.434831552316066,0.4387808869543116,0.4295002388364488,4.0,0.1546025484432784,26.25584870645904,21.743459891723493,0.4172717678981821,0.4088917266903207,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0965471650264636,27.11039747243439,22.562918560540403,0.3281041759117764,0.3137329903108953,0.0,0.0910551896643059,26.97415277933378,22.476004248971343,0.3245491250966152,0.3117279528866911,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1043448159712202,27.008500175274907,22.483801575839447,0.3394875088788188,0.327438189155218,3.0,0.0943459859825461,26.86338936052396,22.44820076093673,0.3273530532803892,0.319798218947233,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1028510049132712,26.892121590387635,22.41733650188544,0.3303928743269846,0.317015197526134,4.0,0.0972958525706154,27.374764919806587,22.85209617456719,0.324207397520114,0.3166586818173724,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0884453598202058,27.22197404884733,22.6729505659673,0.3130117842720309,0.2964660919023358,1.0,0.0800147184561518,27.17761866443456,22.61932020476301,0.3042486858245093,0.2892119407683751,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1260293181255426,26.65324672711192,22.127385830794346,0.365887798327648,0.3575199446844689,2.0,0.1252210761461702,26.507139059023103,22.06126468947712,0.3648260711003984,0.3567827843997141,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1916974365880889,25.573710567735205,21.15470027837449,0.4415325801813171,0.4316114106883502,3.0,0.190204870772975,25.7390984194226,21.282763598255485,0.4399309953552249,0.4306698101571469,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.150596200468737,26.274077032786124,21.87971937091985,0.4104595624042925,0.3989322523738198,4.0,0.146726041043617,26.187506294983283,21.74957685501896,0.4037353703285632,0.3942031684082831,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1868773861938909,25.69593958033132,21.370076075067832,0.4638977499311348,0.4526753987428976,2.0,0.1570168478093332,26.07364169563869,21.633299837571982,0.4336119319667834,0.4278520531492031,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.155442162459933,26.147682720292305,21.68541913899484,0.4203893956109148,0.4096141770704273,0.0,0.149260325880822,26.3548858597232,21.94301577763916,0.4082383270735424,0.3939026266839813,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2052057893157021,25.399588802337693,21.1270354735986,0.4543915644090847,0.4405866712006524,1.0,0.1853432513733819,25.645328392493475,21.331611322077265,0.4319861446050466,0.4182445605457944,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1138211586683989,26.83125109050444,22.31813356838564,0.3451539523852722,0.3312922745781571,1.0,0.1061064329741635,26.82499169980421,22.386983618658263,0.3370938946666612,0.3239948774912654,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1286870947793732,26.559277310759583,22.082832440516924,0.3670956901175985,0.3550656855128521,3.0,0.1258245450829086,26.71142631298648,22.238803311448063,0.3641036003216798,0.3489761017452406,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1060345911023293,26.95923373786671,22.42154796540703,0.3358546123966811,0.3216604107739009,2.0,0.1047554765957567,26.804958978606905,22.27267235610644,0.332854867091643,0.3176586265869496,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1155104859276782,26.757085739040253,22.280474060288057,0.3435908254177325,0.3329395362591716,4.0,0.1215535931833859,26.7866420301571,22.35550724650238,0.3511844593246478,0.3351122682320772,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1216091290114385,26.62442048678206,22.174035677770902,0.3650332000574439,0.3527217787906559,0.0,0.1211069700537433,26.95387757075997,22.49004462805385,0.3617983171104221,0.3461423014498542,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1721323367388511,25.86757802807312,21.444563317772587,0.4177188410407337,0.4099074012446264,2.0,0.1700454244459658,26.111445500882603,21.67413243973558,0.414565239427286,0.410978955475217,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1892532236768475,25.6412328427111,21.358878109253634,0.4405478295989941,0.4312377859311467,1.0,0.1908586085189323,25.61322825979884,21.20191370098317,0.4418009203652497,0.4356179535218051,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1753621543736622,25.90203851232581,21.52919991133706,0.4201596600211725,0.4111689846073154,0.0,0.163534407196195,25.86700406557844,21.460691602249657,0.4090293886783137,0.3992922293824051,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.148469873105735,26.26873553222261,21.884519407907582,0.4047689165742514,0.3940563484538019,3.0,0.1323437107849985,26.561393405063352,22.141909069374574,0.385621010626445,0.3719814437738168,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1452925739372992,26.30715349161785,21.931422012182097,0.3850826541503582,0.3719153333852092,4.0,0.1527037604969163,26.28935919894083,21.99076285398692,0.3963135868276136,0.3820260014591534,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0831465747991544,27.29629604463412,22.883056556454523,0.2994432480487176,0.2840569034660645,1.0,0.0542415364016413,27.56720672187108,23.03835784327343,0.2645536262030677,0.2522950316779565,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0651624781984471,27.54412776759555,23.221207885914616,0.2605298122586054,0.2459510603747159,0.0,0.0616453667593616,27.537212414995032,23.17313925326273,0.2558583306952129,0.2454595344508952,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0735697996905873,27.376960395458,22.98525520707721,0.2793899295291432,0.2613995028502704,2.0,0.0766772672467847,27.48918349055636,23.07476272261269,0.2829110428081612,0.2801100343661063,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0689878566842383,27.425231102143066,23.01325707411107,0.2779062930070544,0.2662937396369995,3.0,0.0496746746406546,27.96820423737717,23.593990813385563,0.2458374650756088,0.2310563189349494,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0630924430510039,27.610287146494336,23.23933057108116,0.2654815942687883,0.2467265565293731,4.0,0.056008968092296,27.46692787147419,23.05485638158024,0.2477154114880754,0.2310387276745809,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0801659224948894,27.36894773848702,22.830327905640587,0.345059688570208,0.3261503312699358,2.0,0.0687271653542539,27.24766481820972,22.6104085970621,0.3298033206744867,0.3127438224137676,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1172862786255031,26.71899752062171,22.39912729570469,0.3496881166936789,0.3286869339038873,3.0,0.1049834909972511,27.082774329317864,22.6864467848874,0.3287590718519079,0.3156057613499309,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1187926570336692,26.676096263804723,22.31460398614549,0.3472705974186323,0.3318178515327029,0.0,0.1256654406467573,26.84266951177608,22.432448758598845,0.3603061499953776,0.3497613307271831,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1255888775536396,26.662548488763683,22.335837008337496,0.3550549835675802,0.3356911755538802,1.0,0.1182376118413335,26.60301350606265,22.25644990856386,0.3448985985989172,0.3172547009715456,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1036355125995646,26.984746207919663,22.630381643456303,0.3603911122989204,0.3387527400402167,4.0,0.0844823964396048,27.14801960827461,22.641058500534992,0.3388284034494933,0.3332535835042601,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0830056430419837,27.23582416602981,22.89681777471819,0.2885404746402284,0.2717638746503507,4.0,0.0777053577615913,27.47788740611611,23.13358641445572,0.2794971745848624,0.2654804101053759,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0821349728556078,27.247280701795365,22.915885646431818,0.2886037959132348,0.2767285277279788,0.0,0.0949888761078028,27.228481696540744,22.98372088889133,0.3117602658526296,0.2945394176409313,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0850321196643386,27.240699451275752,22.932723727897308,0.2925162072033556,0.2794113468206522,1.0,0.0672436751518574,27.494000332890487,23.166427042722844,0.2606021515108244,0.2503981491672497,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0805941659892267,27.27250927659933,22.92519560695441,0.2847618702506775,0.271468097872804,2.0,0.0861236565377906,27.35203209727721,23.09715531534513,0.2948761295700371,0.2762382355582249,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0828171339039959,27.304346490967284,22.98977867114865,0.3009938525765434,0.286726352319514,3.0,0.0823922606420366,27.14310182405322,22.718609949685675,0.2968388023375558,0.2817561810492667,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1017247471958295,27.00027774962458,22.693681333920544,0.3267479654014324,0.3114012316094419,0.0,0.0931711958816146,27.07424103910415,22.72944220321005,0.312398234321211,0.297641226530829,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1142790075557185,26.80530856541355,22.506066338732413,0.3405941333078499,0.3243092065708452,4.0,0.1153467784100235,26.763607581502665,22.41095735420892,0.3423728865168298,0.32874618209822,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.094250622389551,27.12200847325071,22.851983636260503,0.3222859347955224,0.310011818299348,1.0,0.0876047827739229,27.11822341852787,22.869603348063844,0.3107319186809898,0.2933876249826299,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1152579653370451,26.73869642970856,22.44284938145758,0.3401708066735814,0.3227269612046811,2.0,0.1103617503755201,27.042422588575967,22.765294056957767,0.3337409985192154,0.3167711553145649,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0888046409588277,27.190002645311385,22.86175628049761,0.3237587613474968,0.3138560098256022,3.0,0.0811189969242671,27.26325739035199,22.946453451791008,0.3040393592337956,0.2894956698528956,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.056681361594905,27.6673084525176,23.25976953401078,0.2473899695230116,0.2350870931861476,4.0,0.0527622575244179,27.677182792500137,23.27378269877256,0.2407713427807192,0.226272520412246,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0619886426285813,27.590027096014765,23.14368707522217,0.2656413111739255,0.2545711790661101,3.0,0.0590189889586493,27.57918216151604,23.10508657722444,0.2626049803958055,0.248583656933463,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0362603328905114,27.938498789305765,23.517623325114403,0.2218447699298391,0.2119868620036518,2.0,0.0242400597660611,28.19827063276047,23.75527482805457,0.2002833658669001,0.1924388741112153,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0479654264858817,27.812474898946743,23.37224542554748,0.2406320539934104,0.2296060195159852,1.0,0.0554843177217697,27.565053960575224,23.18311202898138,0.2480071686954572,0.2365496076276787,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0429112812303803,27.892688146454805,23.39246114469212,0.2419572465542268,0.2275403219618901,0.0,0.0326870076231886,27.871505608487112,23.262811376633824,0.2318409583289736,0.2147898351946137,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1082604884677033,26.9408050898484,22.64600398735588,0.335955530498993,0.3177046889973486,3.0,0.1065176799379085,26.716321365598887,22.38897514483893,0.3312771079614274,0.3137121936669589,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0988729258714701,27.09126100271048,22.72303288132744,0.32850455393896,0.3149184500623977,1.0,0.093382101742937,26.87642547586388,22.49480643834007,0.3201206341885622,0.3074261297407015,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.094393004246587,27.060897724280217,22.723604322752223,0.3334886241443551,0.321372535791781,4.0,0.0889359398622948,27.33386203300832,23.013792042819624,0.3206159347845788,0.3150852850961722,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1136666850386817,26.77470776619683,22.46274679038188,0.3382767509101974,0.3206003269136781,2.0,0.1240486414983838,26.789588099609425,22.49046215650637,0.3551390119131431,0.3370353334742995,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1043900952737166,26.97148501818168,22.61594836863448,0.3311600963432857,0.3167882400740057,0.0,0.1003525347051637,26.921077838061816,22.52482214300348,0.3255840518785803,0.3043343077452691,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0632631119246079,27.52726142010384,23.121333294629284,0.2612286959039526,0.2503120880868766,4.0,0.0742866357871191,27.532831326352177,23.161724409490443,0.2796042972970025,0.2570187783514852,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0639453416452199,27.57629795242833,23.215079589793323,0.2557631495431773,0.2419227803705425,3.0,0.0615369716575272,27.48490584701609,23.22304601265105,0.2516951075919539,0.2361778780066584,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0671030943803723,27.503285928450875,23.14587211940639,0.2641312764422614,0.2514429725838085,2.0,0.0684043730673014,27.48962961438033,23.0586114307008,0.2654011784882202,0.2588528449118183,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0636953967183547,27.571057824763376,23.18815927685361,0.2549484998648089,0.2392701159746946,1.0,0.0537070038977358,27.63501400153249,23.276356836329164,0.237127301703458,0.2239036962931548,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0676462535735722,27.48261380728313,23.08298029595085,0.2652157183392455,0.249898896097152,0.0,0.0612182477993026,27.647492699345342,23.3271355611823,0.2535115012193337,0.2429789348513378,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1030790570441043,26.97149773704724,22.70200497760032,0.3251066208426545,0.3108667263036135,0.0,0.1059505016149032,26.91637728172975,22.6574278791345,0.3289293942255663,0.3099651356124936,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1045920075162647,26.96475476887684,22.68216412454312,0.3326574363062586,0.3169134904386236,3.0,0.105854279011456,26.851663767888944,22.56093163533751,0.330828202046257,0.3094559471992884,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1034024663379329,27.027680503595704,22.78123641996531,0.3269858881803922,0.3149354056518305,2.0,0.0885573033221428,26.92487335785236,22.64611243416097,0.3046120276084123,0.2947826696367132,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1031371855259669,26.974646474268045,22.712891053257803,0.3233629248101684,0.3054361801169583,1.0,0.1023866050600901,26.95240953801536,22.656729594814703,0.3229010648394601,0.3006950907789438,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1027936333336,27.016180026424653,22.714648646866067,0.3247509625520891,0.310406234919425,4.0,0.0976771769991329,26.87765160440981,22.55358832917512,0.3173365915943825,0.2983289554308955,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7326244703390634,14.836137871055758,7.986492683539331,0.8559348517479703,0.8510731859524916,3.0,0.0181885069635391,27.583738798628858,22.66769321777708,0.3001847353873499,0.2847255208220433,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7371903102303773,14.652169230931698,8.07450348260139,0.8585978746288361,0.8546212803145921,4.0,0.0737120583070189,27.11106018143483,22.19653548925295,0.3443968572752449,0.333099279918143,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7525011326149545,14.33291399366166,7.759247048622112,0.8674682315134268,0.8647938040780442,0.0,-0.0244320842231766,27.72959721131961,22.911615509560093,0.2907180212621421,0.280037422069256,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7249791979394714,14.853620022951834,8.271928963856977,0.8514571028652416,0.8446786488331899,1.0,0.1276143961741582,26.679946121633748,22.19073610924827,0.3973454149616101,0.3891476969402231,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7343438822792124,14.71626718101568,8.142781435862611,0.8569386689644899,0.8499789541443636,2.0,-0.0017904796735572,27.75775412769321,22.74127090020442,0.2980824962922569,0.2840115659486,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7296431907252995,14.940233034989983,8.273409383331137,0.8541915422432329,0.8491137234037636,0.0,0.0128827967559901,27.12588231119928,22.23690393392245,0.3204682862849861,0.3113490070329947,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7253794051405629,14.901907596838162,8.052479876729985,0.8516920836031233,0.8462515074694151,1.0,0.0259856091600686,28.16063358269263,23.13742938897548,0.3057529104380079,0.2903536735898045,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.76594647998994,13.742113657041184,7.334254358929712,0.8751836836293807,0.8721608633563686,2.0,-0.0385967432704557,28.96136704040458,24.03466279924524,0.2876380811112776,0.2552818343905684,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7484495898185053,14.278905190361488,7.722759262622885,0.8651298110433352,0.8605141341967915,3.0,0.105244120187411,26.94772693716615,22.29076021748786,0.3890994226418511,0.373881640550573,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7365387332292523,14.726803347302978,8.080131949600581,0.8582183482888657,0.8536684695747327,4.0,0.0273433098508175,27.228026165992592,22.51446018740556,0.3255632685259442,0.3123668467367164,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7451674908511674,14.307320551820148,7.525817661882233,0.8632308492514925,0.8587013919939647,2.0,0.0168815813580194,28.53688049856304,23.444935388507933,0.3171689868386222,0.3066951985730062,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7286056409220694,14.834999420632718,8.12430858347952,0.8535839999810477,0.8465706124405962,3.0,-0.033623614979872,28.67695940047097,23.204123419150005,0.2890249368170646,0.2908468629190746,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7313627766500892,14.864083611848589,8.081830959596967,0.8551975166765505,0.8505384074384265,4.0,0.0255033066912208,27.451778193106986,22.63843048020321,0.3150778185166606,0.3039984720161152,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7501123467102346,14.269363707090932,7.775020425069203,0.8660902860769422,0.8630106855186231,1.0,0.0980532807667952,26.74839055022668,22.11191280881623,0.4065411834712162,0.3894405413479629,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7404831777500172,14.480279398355108,8.057469677282137,0.8605133302251976,0.8574279823494366,0.0,0.0665737918382468,27.49644493681546,22.506178490332925,0.3721750351735716,0.3598976390145704,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7525836572974864,14.225674050467214,7.694812813271818,0.8675157966161696,0.8628126039248195,2.0,0.0134994605388165,27.87185246437099,22.72498225251512,0.3058333400994687,0.2923526892543518,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7201483270204789,14.953801270413344,8.17298323929102,0.8486155355033874,0.8416632946546005,1.0,0.1032177244252443,27.41971482367347,22.366913172052183,0.3844355067639968,0.3734344060868663,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7209043344966184,14.830934576696489,8.20951696675471,0.849060854467877,0.8444623693168007,3.0,0.1143738998338452,27.93309466281552,22.866426166572776,0.3910672066080755,0.3872585458271205,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7336071823756479,14.65178660269501,8.044185803838321,0.8565087170901876,0.8516360048791562,0.0,0.0418593743642339,28.13876188621364,23.04118374894542,0.3252289140105186,0.3051189779545204,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7383749272137659,14.64263072662297,7.973962653476383,0.8592874532418676,0.8537012225038977,4.0,-0.0704479045781241,29.04330447466725,23.713666296627395,0.2387654231046632,0.2338434481223557,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7339661298504035,14.805583165750882,8.166463483229782,0.8567182325295833,0.851828603956508,3.0,0.0571113650019012,26.66915379424061,21.9420193214057,0.3433183337503795,0.3320904751649233,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7281991457252381,14.7058524538962,8.142196361665636,0.8533458535840284,0.8478254150558842,2.0,0.1118151556240724,27.67555373810369,22.521819828653907,0.3827847009926571,0.3770518446045517,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7311173092380898,14.850855940839075,8.130299364898027,0.8550539804035933,0.847661356273618,1.0,-0.0931892469548942,28.99134076221248,23.4531947015824,0.2592370909476046,0.2721662559749297,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.730529033413013,14.821713003632052,8.124991702308677,0.8547099119170963,0.8470540957895286,0.0,-0.0896448390930966,29.17618284098396,23.745746972212807,0.2456277636562269,0.2472758379302735,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7469533947532361,14.321399668841218,7.895724253021037,0.8642646556012401,0.8596200051707861,4.0,0.0119197166532346,28.2851455789009,23.37463926942463,0.2957364201711332,0.2824455768944018,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7225607671260612,14.905004284312168,8.464367472857141,0.850043782953993,0.8434459524823071,0.0,0.1762749338222677,26.13520951309954,21.406003729394417,0.4621481469532009,0.4563915018339635,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7208185937297489,14.873129342584129,8.12677394637232,0.8490109440979378,0.8451289932587771,1.0,-0.0023765339036638,29.18433474412192,23.70704666015485,0.2926443638384496,0.2924492733440332,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7285868747741795,14.82615900149494,8.409861981640775,0.85357702377052,0.8457253532762887,2.0,0.1309400873435267,26.045942660367984,21.12233032541092,0.4205262667859314,0.4086208822946677,2.0
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nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7392108654260295,14.468716860328271,8.096173582828245,0.859777261450502,0.8538893840740253,4.0,0.1510569523677769,26.6103177172936,21.89322091820598,0.4263786097272445,0.4162248382801431,4.0
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random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7527794721973347,14.16002059610596,7.468971385867293,0.86762864883466,0.863233397512374,4.0,0.2516299405841459,24.619575590381643,19.29980758519384,0.5426465072217194,0.5388376317476321,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7552017467208649,14.075922466408564,7.555299390250572,0.8690284898902886,0.8647581416526785,4.0,0.2807483267289424,24.242227288008102,18.93211723019237,0.5681983169286045,0.564198730400979,4.0
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random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7538116196542248,14.145156611693034,7.640175653977085,0.8682288005429275,0.8636980855734648,3.0,0.2735895444525908,24.16201932485093,18.83218684662,0.5635854301747416,0.560199901102895,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7540980627221032,14.094392832078258,7.416738445695209,0.8683881982403036,0.8641220029849358,1.0,0.2764936162321321,24.40372399604132,19.03447116647757,0.5609238187635419,0.5599489350808499,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7540125441015474,14.148665685816647,7.468170752194702,0.8683389569651115,0.863797421369736,3.0,0.2293232373011673,24.82041770865177,19.39500257528932,0.5346579850959924,0.5296289896186182,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7529105993470309,14.147927668645606,7.455788113189565,0.8677042119534899,0.8634915719643638,2.0,0.2411604332497197,24.85441164160819,19.39765653123642,0.5351652657479855,0.531862973141222,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7529576966108886,14.152788593426164,7.466079414928833,0.8677313505321665,0.8633770030699669,4.0,0.2470125621487816,24.7182391248654,19.41153838208615,0.5448742142369862,0.5369766011685662,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7548491713966775,14.106350385173323,7.428103706039544,0.8688205634676524,0.8644736701961089,0.0,0.2201692679229141,25.098300304989262,19.6248475826816,0.5243927912959406,0.5207621751529977,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7520639787220705,14.139047386574203,7.467093617830301,0.8672162237981059,0.8626697311952987,0.0,0.2691739379520604,24.61976725646756,19.41380162595692,0.553556017161677,0.5497079789413216,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7563853028159936,14.070707077917266,7.40864307816963,0.8697041467902229,0.8657205727170499,3.0,0.2457805996608825,24.62028657889544,19.1624452267774,0.542964856014359,0.5396070582857535,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.75619885072116,14.047401313799934,7.383546946527927,0.8695969473292398,0.8651221704131784,4.0,0.2403697738630907,24.91237310843788,19.48540106342925,0.536266730831606,0.5322867459477395,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7558035343172742,14.054820415087828,7.417714645279313,0.8693696189958899,0.864924823080045,2.0,0.2484943946184356,24.80731024256768,19.408023688327475,0.5425622817637341,0.5406432784125275,2.0
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nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6926541252211651,15.701229818082911,11.088170916571949,0.837041350021454,0.8342874888136995,1.0,0.1796244272416262,26.14261145346328,21.716134246816708,0.4477841163799363,0.4427717727573839,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7102501964824548,15.498090621312793,10.875978530130071,0.8480026455864503,0.8456548812952537,2.0,0.1211439604696793,26.021270729780984,21.74175733512783,0.3646336043759989,0.342411484927421,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6946495431181705,15.747372610765732,11.144565634973445,0.8383441823511005,0.8328172075898327,3.0,0.2143868921521955,24.76705964502018,20.5922315096618,0.4641551719636211,0.4487931894139523,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7167324585310313,15.104017265488194,10.624564525331104,0.8518539161737403,0.848633039617242,4.0,0.1639996871889986,26.295243799078136,21.98267672763608,0.4170202468434699,0.4193449179236266,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7201934234449521,15.234338071902943,10.689222761980218,0.8534351440400101,0.8517421572999693,0.0,0.1085512188355966,25.91641662069854,21.73764031780265,0.3928121190766346,0.3942288030110778,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6918267264812241,15.792978977022278,11.133420587806176,0.8367205427441892,0.8312906609921301,2.0,0.2478001867257787,24.42506898158123,20.22690223308249,0.5009585348020779,0.4889624954791839,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7068787349060554,15.293688654852229,10.723580612729464,0.8464864387984854,0.842407555610301,1.0,0.266793046738506,25.064253974225675,20.98034439495834,0.5227243827399959,0.517130383782953,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6943419037741421,15.81585280496446,11.12718077991637,0.8382305379891135,0.8334857298088182,3.0,0.1726594807673767,25.35528206678766,21.126173201306848,0.4192189925493386,0.4003626809064892,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6922764325820875,15.71297772805355,11.045935600517728,0.8370177665414477,0.8315881949661842,4.0,0.2578536883453688,24.549939741052818,20.631009644371773,0.5111829052987326,0.4994247632344288,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7092187893824908,15.278429752503309,10.631958370368936,0.8481879433752166,0.8447074511184289,0.0,0.1079375350586673,27.185366304917803,22.69176755185621,0.3479436249312958,0.3382568411263857,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7046416444940531,15.59612603063252,10.934977698036102,0.8441333440121317,0.8408512742483163,1.0,0.1914291371122971,24.80702821235917,20.933171545293263,0.4527988189020697,0.4525947502356989,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6987390255207062,15.578257910641067,11.000885773841365,0.8410615109651143,0.8354306440614666,2.0,0.2017226062480666,25.09553509372309,20.85201468978152,0.4670757231588761,0.4611348757021977,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7188264692793473,15.335006176214078,10.815512752252102,0.8522576422972501,0.8490451370002893,3.0,0.1053795446162112,25.896322665430286,21.591591775737868,0.349380058102288,0.3388604326077212,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7154917986680048,15.193596284215593,10.611309537423669,0.8513696319698487,0.8487622552188335,4.0,0.208982546157921,25.20892188157581,21.16486153860436,0.4782078501001722,0.4693350282992881,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7126382793246149,15.188837379470035,10.592017845741056,0.8496484143121146,0.8463217079985494,3.0,0.1746490488652495,25.9364830522129,21.809640713953144,0.4588313726047126,0.4461506464400029,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7366103538556921,14.741860461650546,10.30245720686171,0.8633316036898144,0.8621947135411157,0.0,0.0694380361060984,26.672375305249503,22.32438713129457,0.3643537583220071,0.3638777235492855,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6959042363069305,15.673665059709974,11.106120280472224,0.8393973338268468,0.8332589546483403,1.0,0.2108636359743945,24.96090184014083,20.60723151368789,0.4814632245423081,0.4761965702337016,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7217005636469471,15.099320784224249,10.527884632045469,0.8549248679431478,0.8534191807304197,4.0,0.174573521119164,25.12770367282941,21.17394267318468,0.4567578506287594,0.4423098393591477,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7202365061610342,15.184249447631345,10.674218151110695,0.8533281608480734,0.8496858357258167,2.0,0.1424003730885434,25.796877778824143,21.533734692482582,0.3844616488896247,0.367399120041359,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7004380774418715,15.509362917004784,11.023418460224164,0.841848088193287,0.8385738418584758,4.0,0.1447107468425761,26.6622004597526,22.046207999934243,0.3866811534961376,0.3720383606936354,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7155769970564987,15.163341302541296,10.566071627875033,0.8513502708875595,0.8478787455808828,0.0,0.0289996097910243,28.16093629675922,23.41665583035074,0.2662861671203633,0.2605795915552014,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6982305563625788,15.582627489186883,10.984791440906186,0.8407341649615022,0.839500396606755,1.0,0.1550358143051252,26.152986234239624,21.77181385598273,0.4401495045919285,0.4377986067403344,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6853438561794761,15.839607384610996,11.15431015461359,0.8334840932334159,0.8305924259655124,2.0,0.1198302152990924,27.20381888954794,22.423498908829103,0.3615706427516945,0.3533959067688976,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6909997428859007,15.840425053948785,11.087996818500882,0.8365343137152667,0.831260780829656,3.0,0.1550685525592791,25.95411347899945,21.7194077240397,0.3991438178207346,0.3788581172643221,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7095684700202847,15.503099704333238,10.86489188230752,0.8469311065392574,0.8439536962188153,0.0,0.1686349127372548,25.139523131215498,21.21095451926502,0.4295902142515865,0.4282275906599923,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7099876180491838,15.31709668800763,10.771952723276527,0.8476182086794205,0.843880630680076,1.0,0.1702235055993669,26.02154474464195,21.714854610389377,0.4242961650337973,0.4265350946194944,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6965959015919538,15.800001228513958,11.113591790188943,0.8395827420100159,0.8351493241014244,2.0,0.1710678736280746,25.239632100291377,20.99291576037098,0.4165940597446625,0.4000173301213813,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.709390573558256,15.324943831700514,10.863876688095614,0.8470937025941288,0.8446934994341889,4.0,0.1200910341366575,26.78688038067361,22.22881816820458,0.3648678328628657,0.3489999291560127,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7121697025929961,15.325650702756311,10.760878491034871,0.8491175712859002,0.8462447989875129,3.0,0.0954736497122238,26.87084229306757,22.49552604724139,0.3323754600788561,0.302388967395255,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7118050282041181,15.060796259572331,10.536063425386406,0.8491296536007554,0.8491391365259849,0.0,0.0588658284040902,27.69088656249759,23.11339916034036,0.3785590741105376,0.359291745517956,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7147883066795269,15.28574142370534,10.717965987608595,0.8504998083836957,0.849124620755279,2.0,0.1603612890421129,25.373268306599098,21.431563541972384,0.448583483556555,0.4281746455272667,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7157753463712782,15.113024478921192,10.572831459288963,0.8514461592911905,0.8487196775120475,3.0,0.1815607772759073,25.81018645839461,21.78771558407768,0.4573811491972542,0.4394575804793866,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.69209222104274,15.752424641065062,11.076446618421713,0.8369915715805238,0.832525564557212,4.0,0.265212759545501,24.71054276623697,20.501706453204868,0.5168643751007338,0.5160625577532754,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7276590147232795,14.873773561872994,10.410136954363589,0.8578026193550724,0.8555132574237178,1.0,0.1185610985771236,26.563882977009325,22.33582035149913,0.406993830681574,0.3891698894503156,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6884697338375292,15.79800990897384,11.109250036462338,0.8350291571634383,0.8297474258653175,3.0,0.1759610088951938,26.1417261616448,21.65176755808116,0.4232230325776305,0.4079835324891421,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6823539086529782,15.889077316725327,11.182533692412855,0.8315057790960252,0.8287522196918026,4.0,0.1315123818961194,27.132646174098628,22.414850101910897,0.3756345339082467,0.3684752132531983,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.690253667522442,15.789964976362006,11.107467640873743,0.8355344215021763,0.8301545497685188,2.0,0.2630820057432721,24.402109929005665,20.317861576457258,0.5150068810897637,0.5065526747767533,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7034240183352098,15.58771646712128,11.040244364208847,0.8430283263917476,0.8371722083067841,1.0,0.141047966191408,25.56738995466792,21.235839166200265,0.3895883706485162,0.3714677838957463,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7183986225964807,15.202920132770831,10.69632019127434,0.8521256937224553,0.8493446920608752,0.0,0.0942758037204769,26.592697543781807,22.28654646752872,0.3434880228219233,0.322074668606982,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7080955993330429,15.17191191769153,10.661142500251986,0.8466462537807111,0.8468733817238411,1.0,0.0830095127233987,27.20375607113798,22.796892841412536,0.4098664977572998,0.3942412510886338,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7209124555553554,15.228529948873287,10.753228739991302,0.8534999743201881,0.849885896047954,0.0,0.0867731072681893,26.38740532501604,21.942950803591508,0.3202904312852987,0.2987975660170723,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6910964293113979,15.716420934178476,11.011968209368092,0.8362252939815427,0.8318481728640564,2.0,0.2942431879490903,24.503672567339564,20.57136098548936,0.5490138455462656,0.5443242480460279,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.707262826361857,15.506301790553769,10.875114366709916,0.8457259255475384,0.8424794667303107,3.0,0.1018539963174433,26.57974014594993,22.188847657426585,0.3432347053610637,0.3113996128843337,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7111141983167747,15.349130720507551,10.789181164823876,0.8481069626973708,0.8447104018437297,4.0,0.2044517540025046,25.16659176023109,20.9598482831586,0.4643521751077312,0.4476244222185505,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6354469718496902,17.30227434040803,12.772382074765211,0.8015635781056872,0.7973663900938683,1.0,0.0303452866884847,27.53704528315169,23.135679706032967,0.2334025975472584,0.2283560640167804,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6425509618620845,17.117902019534835,12.586763506697718,0.8062204923699694,0.8030152389710785,3.0,0.0242217149247999,27.741256055975484,23.26586447442972,0.2125204257501224,0.215070968364016,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6347578812731383,17.139179107339334,12.661802565213726,0.8015696173035444,0.7985070196924037,0.0,0.0192212734926666,28.391712318902023,23.789730500240683,0.2494781254178726,0.2513600001883374,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6490726112984593,16.81333554940311,12.248636942969538,0.8110508016725286,0.8083079782943193,4.0,-0.018265596499791,28.834522149435525,24.34214738314145,0.1653982352211872,0.1775940749142721,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6102493659025678,17.811512964051204,13.157165649103582,0.7853003405437091,0.7817230200015545,2.0,0.094048839456631,26.788475527136583,22.69770531491752,0.3096378814691625,0.3200808783577937,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6013117644955648,17.868976915196765,13.227907014008077,0.7797597342657084,0.7754879010786025,2.0,0.1375619612995838,27.10821113351594,23.051121272069967,0.3751243714141632,0.3642682622124735,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6050215878371443,17.83999882690495,13.19188858479368,0.7820348828148571,0.7780948762960604,4.0,0.1077626393846851,27.033778512043902,22.969672526245684,0.3301878458976078,0.326321970910731,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6368451459224143,16.9296399067742,12.512716693919929,0.8034106060230888,0.801262167110262,3.0,-0.0354205758259367,29.40826376909733,24.58894185668227,0.2318995974436642,0.2204068547754693,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5973543222960005,17.9465272594712,13.29548040270662,0.7769201515010795,0.7719854846475204,0.0,0.1097213604076072,27.303277626428223,22.952247333401377,0.3408898772898554,0.3181245225041172,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6177362544842611,17.680590934030473,13.170165894466708,0.7902349414760225,0.7862866131976272,1.0,0.0573157819250781,27.32994284035441,22.700726821657025,0.2711919944117429,0.248169408719515,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5978757204787479,18.005987871628513,13.353200393013111,0.7771957848668464,0.7721356576140357,3.0,0.1006539110924586,26.762771359718368,22.500321834408297,0.3188586088981924,0.301095812158778,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6178656204227702,17.536127085327422,12.995138553534234,0.7906935164384118,0.7884319926096159,4.0,-0.0239818269316065,28.767908176206188,24.103027170575192,0.2680651192487945,0.2568849047451534,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6134899063543338,17.768033790329227,13.092952721518602,0.7874729675975879,0.7843162169817192,2.0,0.0666162934922529,27.13888679223517,23.154697759234395,0.2870243834462363,0.2857080252685806,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.651962107970154,16.890169974424577,12.355556568587756,0.8121239941364682,0.8107751081698481,0.0,-0.0912817809250552,28.895680522235114,24.36543932957302,0.1584786501404938,0.165447052128773,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6306226086964145,17.45310351831153,12.842328736465875,0.7981227191759342,0.794899423484055,1.0,0.0312503113728035,27.387555619148912,23.08533265771364,0.2557025084729882,0.2531561252284527,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6127887369633056,17.8073281216834,13.112421303747771,0.7869674846841277,0.7823283243792817,4.0,0.0380496724181507,27.34382593090136,23.006089047409983,0.2255361733426191,0.1883166780958203,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6121457446009488,17.864345598735305,13.30161448637854,0.7862310875349565,0.7807975367618363,3.0,0.057728990246346,26.50439204766328,22.20541739448605,0.2476111970294068,0.2165414024645825,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6082699123579124,17.688849365274827,13.011128458013566,0.7849210304840684,0.7781378164651018,0.0,0.1329563313060087,27.07190607937205,22.74075274909338,0.3662337088159439,0.3482163475250681,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6107873613143118,17.520246653103314,13.103350789688118,0.7864499558780813,0.7797274374832975,2.0,0.1453808550988505,27.151762474664984,22.659358069083115,0.3862468519737247,0.3585880803748607,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6229790218753507,17.67922333446012,13.01927035339096,0.792961751662626,0.7898158360182177,1.0,0.0127941181447813,27.349904197763014,23.083507616199253,0.2336774349487834,0.2249924062449315,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6213892387054187,17.364803574571305,12.803232334308923,0.793050021389146,0.7895863160380996,4.0,0.0668021834875197,28.445655623563034,24.06839209515836,0.3073366968964552,0.3192501257309643,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6174213414119152,17.618100651659542,13.029746686978966,0.7900466731284432,0.7857832303296797,2.0,0.0872511691839496,27.11587363718898,22.79131440954484,0.305586121754648,0.3082696113598565,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6331713650565828,17.30943065163169,12.686627056292131,0.8004516542195328,0.7970382559860437,3.0,-0.0074515004511208,28.30527039348449,23.92321270753536,0.1598801228194518,0.1351585250689935,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6387309460703257,17.030986574377746,12.653669951167863,0.8038798541598329,0.8023158816563158,1.0,-0.0350809921598413,28.86849974356864,24.098085564546665,0.2350890468628992,0.2144396284683548,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5999538401108464,17.992910802496898,13.378644161923956,0.7783449997876688,0.7731427210403009,0.0,0.0861801551196912,26.973895766911856,22.54462746926617,0.3087693024658733,0.2746563803728379,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6137801859491581,17.70525413305088,12.990832818898305,0.7879904186701907,0.7815867826053086,1.0,0.0342582883904692,27.78590267838339,23.38724256457049,0.2168954474665368,0.1944940188753561,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6230266333229013,17.543303609772696,12.844934689683395,0.7940848990030878,0.7903730470261789,0.0,0.0515996452267603,27.418259965014432,23.25386385260246,0.2512924629677455,0.2313340631605214,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6252734901838989,17.327983194429006,12.898920182416994,0.7955635386960422,0.7913905372941686,4.0,0.0034393597333982,28.79137182992208,23.83416807633532,0.2261946614935245,0.2258105185629802,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6131977020775665,17.84360197013981,13.281688503978652,0.7869384024065875,0.7813379231690617,2.0,0.0544750775412707,26.50194854465997,22.14911837317089,0.2400536776897344,0.2069129039661117,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.622793975435656,17.46971108253666,12.824773883998605,0.7939268216175444,0.7889395679587291,3.0,0.0369653924904717,28.044844087323632,23.687527964225247,0.2266824812742743,0.2137924967678874,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6297085290325057,17.420388895953554,12.80420858524673,0.7975143233615432,0.7937062134522392,2.0,0.0265543521804904,27.68187143469625,23.2890830085556,0.2189603238686841,0.2023191792779859,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6111395174728838,17.90131917298072,13.22516437761617,0.7854336995565632,0.781729100652853,1.0,0.0456616433204573,26.87463899552,22.78892756891621,0.272662310840586,0.2545504137269185,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6120800457108295,17.855610057686814,13.287482977363569,0.7859831529862942,0.7805874705795643,4.0,0.055119073580283,26.57649018414328,22.179520325275387,0.2450310930693673,0.2164111965605656,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6425389491578966,17.196386934484966,12.629994026439949,0.8059117252264485,0.8034482240294155,3.0,-0.0071209823856936,27.69972127578006,23.34172197392473,0.1904328001773324,0.185347493931332,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6328548680017994,17.28478572583528,12.695407782877618,0.799949751709834,0.7974933357951843,0.0,0.0021443564706937,28.112377090119622,23.77281304745681,0.2410976417462757,0.2348160790574187,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6406833205020315,17.006318481029496,12.41069109721994,0.805504126595543,0.8030277388035575,3.0,-0.0163074607375566,28.80319281486655,24.3167388365941,0.1845802375120285,0.1729633332915486,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6219111468442421,17.49162999712289,12.913107996327708,0.7927223320281773,0.7887986055124838,2.0,0.020016166894948,28.268463022706964,23.686450625656324,0.252283651982425,0.2529548633404564,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6112070452988609,17.887803477492334,13.214824075926996,0.785595100569865,0.7822382264446223,1.0,0.0458626693421042,26.91033711208403,22.767113440891432,0.2704645749483104,0.2488185125041274,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6058531562610658,17.748329857190605,13.12238218369638,0.7825505418708746,0.7762121662672374,4.0,0.139771744764659,27.101321291289675,22.83027291360072,0.3755918238042771,0.3631029051053411,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6135742581305813,17.699445485823638,13.106918745340254,0.7874178237579124,0.7830361389153777,0.0,0.0779255567469585,27.29371865154685,22.961933611333468,0.292332322181948,0.2912752048920474,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6170067093888765,17.488549829928832,12.908926734678989,0.7900596339946501,0.7858215815317997,0.0,0.0679316639432742,28.205040614069944,23.67278298924919,0.29425685524508,0.2922455143965664,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.620101915401563,17.34240281091724,12.857065198505312,0.7925616798392047,0.7875474985856897,1.0,-0.0199372571540703,29.492268494792285,24.585606616942663,0.1790263005178202,0.1808904685801517,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6391430662962048,17.287627330021408,12.793636220285178,0.803712685776221,0.7998780730806861,2.0,0.0377574548997784,27.17192591916934,22.76851534344837,0.2287443403696915,0.2120765346773695,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.620115115209879,17.46323145872979,12.970322421662424,0.7921825758273062,0.7887584576547292,3.0,0.0237072952686807,28.34228301670384,23.586682699414176,0.2875569194146173,0.273312203364959,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6191450814819148,17.405418731084236,12.82688682471797,0.7915270313021581,0.7869198762316305,4.0,0.0775682200560274,28.211181070598773,23.658117010687583,0.295485010674925,0.2897059972918093,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7131419081904308,15.257783946429493,10.767024649696308,0.8509238857437684,0.8478682140636585,0.0,0.3613322394503283,22.722062927003844,17.96607668655953,0.6040290700191491,0.605745732368014,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7183305421868827,15.090493731984184,10.648116171220735,0.8538823565205642,0.850784836800455,4.0,0.3318967439943228,23.41397859967379,18.48512707170771,0.5815828074185055,0.5800330713946926,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7183473276844672,15.103055076917354,10.63154026758592,0.8537698663071408,0.8505854043870266,3.0,0.3152709976517299,23.6249460921709,18.569250322755018,0.5685852446195375,0.5687327031131074,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7193293694191927,15.119546460324086,10.645132650751,0.8542222523407759,0.8512936739292257,2.0,0.314653429526551,23.36647650340761,18.38534280803426,0.5698493594690464,0.5664923377285823,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7196853159383043,15.0657582044623,10.633573937658824,0.8545867888923453,0.8515294866259265,1.0,0.3286278720471803,23.39800729406364,18.332764679761464,0.5803783993912709,0.5820096624554894,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7192044770305788,15.057676778117871,10.626631983009968,0.854362300586085,0.8517568514812243,0.0,0.3238774632854457,23.61341064292672,18.617072555549832,0.5753758847845096,0.5730317431557601,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7209714711859219,15.066739354662806,10.601907576847903,0.855225374103479,0.8523695747043308,1.0,0.3078143756272135,23.53407813860261,18.600700686253383,0.5661310022042025,0.5624767745950024,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7220362052997629,15.024638835994274,10.582740556671206,0.8560103198320886,0.8531687404603528,2.0,0.310035660587423,23.58391816509119,18.641533246127583,0.5657463661594591,0.5638730683226381,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7209269575721617,15.059571422145854,10.619999800262066,0.8552517477709948,0.8521785641240639,3.0,0.3196529352888083,23.38711730784487,18.405911327024693,0.5714638021233891,0.573646077515369,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7176600901617958,15.129695254291711,10.668319820125587,0.8534594276137766,0.8503863285041514,4.0,0.3271961986299148,23.367720972076263,18.438778026049054,0.5792740592739064,0.5757238808539235,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7177509321683255,15.111400590041969,10.64449974056711,0.8533861969399634,0.850624470668245,2.0,0.3272446929118302,23.463989923591527,18.54533422223748,0.5774409403311445,0.5758650115543531,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7168178838139734,15.139556425694945,10.651810694767391,0.8528839256981214,0.8497567123178019,4.0,0.3343234161729354,23.31993584767152,18.464174904709747,0.5824404741842979,0.5818311756071836,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7163291152922371,15.168069554475466,10.69956705394964,0.8526397223495955,0.8495104502566587,3.0,0.3340451671779697,23.231527618961326,18.29750538138818,0.583807419543909,0.5826029184754901,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7205899508932643,15.061429873121387,10.59408223682628,0.854941070814396,0.8517998703238444,1.0,0.3055217222249748,23.675251723175464,18.65030317211679,0.5618828590714455,0.5598686893288688,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7172658843142456,15.188186219544482,10.686357906783009,0.8530187198805778,0.8501863585340607,0.0,0.3192070849362839,23.197909225842967,18.28734110706491,0.5734173336350342,0.5720748255515776,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7192813697178834,15.09161149271824,10.647925640174078,0.8542538058594726,0.8513514796441977,4.0,0.3054881053611336,23.70709903726829,18.626823529878003,0.5617476224602185,0.5641904239698774,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.717429287281305,15.135343894093024,10.657884602473477,0.8532209692741853,0.8502347490584521,3.0,0.3157216815976267,23.569383721269404,18.569154335872337,0.5708587335709905,0.568870036890764,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7185318913345918,15.108975412930064,10.625099832335987,0.8538336800816796,0.8510853536732051,2.0,0.3113435412225156,23.62372549541669,18.62792473666353,0.5660136834984492,0.5637529890000718,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7176245709542441,15.153315216479776,10.649017643242445,0.8532013956803033,0.8505610287976043,1.0,0.3165815552561606,23.408156745915065,18.535177733147783,0.5708829333530743,0.5671307033907126,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.714820251119122,15.201245091505438,10.683712141166236,0.8515314607422247,0.8486267930190197,0.0,0.3346234825801746,23.264143153600664,18.46594338066365,0.5832383662155547,0.5810953214434924,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7203431906459972,15.025729339939703,10.588332283366992,0.8549141499458272,0.8517357642174422,0.0,0.3203602696192003,23.67989833539704,18.67554801221996,0.5735363843739304,0.5754101105161739,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7202031376091471,15.089634631039408,10.63179963361316,0.8547128746245014,0.8515689837329813,1.0,0.3122671285585455,23.441396266342576,18.376274710376336,0.570069446087074,0.5701495859160026,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7170183996528343,15.161726178257505,10.6738876140886,0.8529509120097175,0.849686247730176,4.0,0.3316136279350961,23.19933178522856,18.297616422512448,0.5814179571122032,0.581433413720101,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7176007633813616,15.066643910399543,10.615276523990053,0.8533477463385524,0.8503790551087692,3.0,0.3286694645105537,23.73290809968484,18.753340903040225,0.5776096994104465,0.5751932120304876,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7181521996731048,15.113923905777776,10.667011978625936,0.8536277214957576,0.8505667416923974,2.0,0.3258467858001432,23.406895623845884,18.40071963127557,0.57739598717014,0.5805091774299614,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7185939269952861,15.13606130385488,10.64763260332154,0.8536663629147475,0.8502481648375575,3.0,0.3018006757546513,23.600834971362648,18.59364810157645,0.5603942765638172,0.5606185341149742,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.715286568596075,15.182573722264005,10.663074535709956,0.8518696134058622,0.8485170755665314,2.0,0.3296334083190959,23.390212111398,18.540237668824417,0.5796523749946055,0.579173043953462,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7208653131347105,15.024713340774996,10.590832058252351,0.8551520658359398,0.8522337279227361,1.0,0.3076058697558516,23.821757290135945,18.835630494686693,0.5622416420290012,0.5652465049669588,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7173993801645606,15.131121498641376,10.650701644602606,0.8531756178380596,0.8503013290670567,4.0,0.3235525032724409,23.46511488674371,18.61008687803135,0.5748727742174042,0.5736958935212929,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7137751988210823,15.27065862829616,10.744073513471102,0.8509019298168775,0.8477621911454042,0.0,0.3351493304335637,22.99969349942528,18.09093266029609,0.5854114222617515,0.5832165829013007,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7151790395385839,15.208739765661164,10.709808336676875,0.8514823686197176,0.8482942564589283,1.0,0.3167851787703962,23.464419211791995,18.423320846365872,0.5732408072272881,0.571625944945487,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.715686253504658,15.212995955101736,10.71561909237746,0.85186689448334,0.8488364176915527,4.0,0.3210957583174841,23.280913923893543,18.363501239781524,0.5753357005360921,0.5710263668487245,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7150303593946771,15.219802010483692,10.72708429605054,0.8512519144901337,0.8483449633466624,3.0,0.3207443786875829,23.356786089101305,18.41441562925668,0.5741036083199365,0.569523024990777,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7179553463416933,15.133393841049118,10.658930352641663,0.8532844576159161,0.8502463227931111,2.0,0.3107412279772199,23.578624843969543,18.64001645852556,0.5675014447375809,0.5677397256109051,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7155449341748122,15.19498666060181,10.731513283557272,0.8517883226944201,0.8487888772919466,0.0,0.3139368866480588,23.537938680370075,18.6986432465002,0.5682723040299481,0.563176928723836,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7116554319802451,15.269300980704411,10.775531653568438,0.8495520821101661,0.846277061933345,1.0,0.340283675752954,23.26154816243145,18.39659899341463,0.5881296362470174,0.5854913730890999,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7135869627138491,15.2633808484113,10.744724125072048,0.8507730698458336,0.8479389266023756,3.0,0.3362557957902464,23.05716726367373,18.217513150786584,0.586218050957989,0.5849736939755478,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7156569087979711,15.192078089439908,10.713311547430903,0.8517131479545716,0.8486280868354326,4.0,0.31932700507422,23.44836515174055,18.563442775970167,0.5718938141311926,0.5709224283900145,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.712899263103592,15.247852787138596,10.739706586052009,0.8501763197678147,0.8470017788642005,0.0,0.3260380184889324,23.439252038367407,18.54901608295725,0.5766861351754314,0.5793181692738877,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7155006655527276,15.20492725698256,10.713042648767988,0.8518180040929222,0.8484969323748989,2.0,0.3229572989125019,23.3326019357569,18.38678459600165,0.5760555266414293,0.5736870953871741,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7174109548268506,15.11738825322305,10.62966704245928,0.8529099717807346,0.8503037236512513,0.0,0.3128240704570291,23.73092427192089,18.82941943119434,0.567800978415742,0.5651772315036461,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7184230448841034,15.141425263608802,10.662102599760912,0.8531965933750808,0.850459525601549,2.0,0.2989004777980151,23.649565863845275,18.62331477824476,0.5577486733836721,0.5539887977534391,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7150978616433401,15.251226862614054,10.752456171561976,0.8515545661245307,0.8486735652263566,3.0,0.3257926075561559,23.060517540039964,18.19176774251201,0.5775450031071441,0.5771762518814982,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7155828229445842,15.155061930450406,10.66706917232008,0.8518043904048294,0.8483739627307477,4.0,0.323559947316681,23.61556048561261,18.679109458645595,0.5752014300040298,0.5731435551273162,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7165522096128976,15.139172145115358,10.648946583100804,0.8523379517046576,0.8495810890679165,1.0,0.3115922988485143,23.75693989449702,18.90097050329321,0.5659292665549351,0.5650573790827601,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6342387152577014,17.218702095877973,12.71466415523891,0.8016488822129056,0.7984706782117993,4.0,0.3159073004645475,23.57217298270573,18.80088182639759,0.5667515279288837,0.5594459886839148,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6311301229111663,17.290041622333238,12.7486335410298,0.7997203818390555,0.7962304492797088,3.0,0.3227977527222749,23.461801122917187,18.638107985113948,0.5725832801219273,0.5666885037532203,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6338785400598064,17.261652952513565,12.728202449350954,0.8014379073661416,0.7977326954789463,2.0,0.3148042618091733,23.401710386622668,18.64055893159359,0.565729768675489,0.5622769931632774,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6321712355934289,17.24218340677182,12.71624702033776,0.800323234045603,0.797004960093575,0.0,0.3201088434702032,23.63515158034553,18.71295804559769,0.5701556471174392,0.5631921463415127,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6324107555886425,17.311752670312792,12.771473520767568,0.800520952311545,0.7976027598867508,1.0,0.3254472663421717,23.13395741363168,18.4095313513356,0.5739869864643592,0.5691625105567732,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6342825067419094,17.184386202784655,12.669120547010378,0.8017781270877149,0.7985650102807046,4.0,0.3120281890604853,23.801111009610715,18.84725130494994,0.5620564807028932,0.5537649913789638,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6289143211091535,17.297098553633315,12.744939096694925,0.7982163209800447,0.7944485384720382,0.0,0.3238206237476903,23.668088882508908,18.84079572902936,0.5750963528929958,0.5699122504557269,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6321083968270846,17.243122706847394,12.707918053749918,0.8002522726347637,0.7967903969618446,1.0,0.3125768626341064,23.76891615635981,18.95299928954936,0.5640889895271398,0.5579378101044973,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6315606907678823,17.296087383200373,12.744633099468963,0.7999437784848383,0.7964569351706309,2.0,0.3161008112012615,23.48744761113881,18.67260042662845,0.5658840438746747,0.5597626169848932,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6332324565491916,17.26416294552845,12.738433590557594,0.8009699140132451,0.7975701529491851,3.0,0.314158735988533,23.482829546377555,18.66680211657271,0.5659414747133092,0.5613958281558704,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6324850062834468,17.23601256806685,12.700766176774689,0.8005763282570437,0.7972962090143836,3.0,0.3214654350276881,23.602871216193623,18.817337683833607,0.5729851832728271,0.5666082851565849,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6324936165233186,17.277263538352592,12.74868003483047,0.800508603187959,0.7969410965796081,2.0,0.3151844247489165,23.483398920756706,18.630412164065927,0.5664296621457232,0.5602096557476669,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6319307006883732,17.266166228872734,12.684805085742353,0.8001262292746989,0.7968139460838494,1.0,0.3172369920502156,23.58504001788397,18.959134479063845,0.5672962402492516,0.5609573274060269,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6320365369605088,17.274713630302127,12.753066129691772,0.8001885508816607,0.7968149776069572,0.0,0.3194662368553496,23.48577030310884,18.633652766860536,0.5690416615043736,0.5675459417356169,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6289318382622695,17.369975086256233,12.815786514910002,0.7983783457190547,0.7946126497323224,4.0,0.3329495209443729,23.13247259430752,18.44102531959296,0.5793774614787054,0.5727043656657106,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6343927608144107,17.208587040237084,12.678135224501382,0.8017972318535738,0.7981589220643516,0.0,0.3095769013680929,23.71199046333752,18.802947810712737,0.5626567690728991,0.5587709604319757,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.629580910869054,17.309520131213585,12.754500322119103,0.7985707593499295,0.7947353023553057,4.0,0.3267214396594166,23.484219130062765,18.70021908890441,0.5752400724972719,0.5725620279588555,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.63251180049853,17.27374858494645,12.741854287324909,0.8005079466442141,0.797527182181528,3.0,0.308611521621398,23.61804105806082,18.747211624838688,0.5613207432783942,0.5537590433606606,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6320526506874374,17.271256482555117,12.75733116526485,0.8002210073826551,0.7970020183737202,2.0,0.3191809129988437,23.50004875541482,18.667889201776767,0.5705591619275966,0.5641799747477532,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.632635379565732,17.236747916193103,12.705983182989796,0.8006108227381741,0.7974072693311968,1.0,0.3191013210047745,23.6217727230786,18.784011619631546,0.5698872591721651,0.5621737328400265,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6366940147340601,17.15866743982567,12.642296260438291,0.8030668566311207,0.8003097479375559,4.0,0.3012995699280435,23.828771678724305,18.991246805747995,0.5539937646060878,0.5451243303220982,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6332391138071012,17.215593492124743,12.677514720536088,0.8010161466859029,0.7980571273622358,2.0,0.3176857584483213,23.68569911330209,18.846304437287788,0.5692459823011068,0.5618650405565889,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.630441010033582,17.309466182250542,12.781549977672492,0.7992698321732588,0.7952756587633729,1.0,0.3345248689324739,23.24062330581411,18.403435332138752,0.5820070030047818,0.5765177671386162,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6297312511618871,17.311213310251446,12.745929721183405,0.7987114942148182,0.7952373151087861,0.0,0.3241146622490227,23.50132089228644,18.833365279594616,0.574063347640686,0.5720435129239628,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6324494028409909,17.283574725605778,12.733659405915583,0.8005341656401549,0.7974413957234908,3.0,0.3175666808907892,23.41847704091408,18.665367631586253,0.5666799173527608,0.5601038226163192,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6319016210965532,17.301866961451744,12.770564522057771,0.8001322958481623,0.7968592438378274,1.0,0.3190033923922942,23.364522018643807,18.505406262044183,0.5690190864818814,0.5620049407562703,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.634438021281158,17.220920266861548,12.713158140204849,0.8018240447629361,0.79849722155709,4.0,0.311895666413361,23.6032813573427,18.799624213610294,0.5634527705322172,0.559464724810388,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6335925388498509,17.252430142346785,12.724652688945858,0.8012772056940421,0.797805517886382,2.0,0.3204043722311835,23.39241433725871,18.516398186638984,0.5730675259214646,0.5678699069206593,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6317354802381123,17.25386012435171,12.733658369900247,0.800223586101999,0.7966788711393722,3.0,0.3342333254980276,23.378080674084444,18.604205914782508,0.5805046931149518,0.5741646190393261,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6315977228911888,17.285900549280335,12.74827134558472,0.7999951703933844,0.7963769602773285,0.0,0.3207340996121778,23.46092732670209,18.703694253495275,0.5711056866444928,0.5652328710005443,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.630330091858279,17.322550055218244,12.787081917858908,0.798877505307181,0.7952275260998901,4.0,0.3194552360158698,23.444913506503266,18.567579917867818,0.5696871439456239,0.5646149322547226,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6341295525591096,17.23777299931374,12.713750814898765,0.8012603907923763,0.7981737200008019,3.0,0.2991499905825793,23.76733339318046,18.961603090315485,0.5529650353885218,0.5468037018083836,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6296458603310324,17.28599382071702,12.77392858157232,0.7984917288919555,0.7949831822940456,2.0,0.3176759082781243,23.759620432254863,18.787420674039414,0.5681476899555254,0.5631967572586647,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6319223482807714,17.275130449561733,12.73119576757182,0.7999361292750958,0.7966634059536055,1.0,0.3079717389918092,23.689243123234007,18.87621621371755,0.559280199030987,0.5557646313744902,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6336788520799392,17.215284513729273,12.676412132870022,0.800955429984956,0.7977706496360942,0.0,0.3006181728524224,23.92411449649457,18.97867816368854,0.5537362525941076,0.549721650280928,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6314156302525726,17.32281876775706,12.790415119300734,0.7995944072567833,0.7965809909916826,2.0,0.3149840816326275,23.37993723309156,18.496151772191816,0.5677202010690326,0.5577463959313456,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6346809429494824,17.220590470397283,12.666642403787163,0.801541264717084,0.7983252759072786,4.0,0.2889097492523153,23.961767499811664,18.999820149614614,0.545103161023847,0.5368628904121237,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6314380061373063,17.288776545236733,12.73335810947173,0.7994959591590266,0.7962940272922927,0.0,0.3109506490191668,23.63087931426045,18.871550830191843,0.5638245049837446,0.5546561125619757,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6297725644607368,17.335377762788582,12.785967402848575,0.7985822203869654,0.7952851576182728,1.0,0.32145740813935,23.41196877345285,18.58927824640877,0.5702164141517069,0.5641541083403216,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6327954547206732,17.2572754195373,12.713974657820678,0.8003832930270217,0.7967165149133689,3.0,0.3106380367409541,23.637406848658657,18.82996844909751,0.562504096688544,0.5568025299637053,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.629915546251019,17.35392531636322,12.78460818497957,0.7986483427646129,0.7955360288119737,2.0,0.3244014379710002,23.23922089066702,18.47378628144907,0.5733821533062251,0.564989081543299,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6329729797395653,17.284020789067807,12.758167008436963,0.8005012802844212,0.797215627355099,3.0,0.3038137567487002,23.582956873552813,18.76741759081513,0.5568901779189015,0.5513213636222548,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6309638809966458,17.301707049285273,12.776216807131082,0.7992651645266073,0.7960806749357981,4.0,0.3150865369823317,23.54478155867106,18.67824058847914,0.5655442501025377,0.559906492375508,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6243586784939108,17.423108438217064,12.846582782413517,0.7951143256403252,0.7914899261876702,0.0,0.3388121480615699,23.31133669061157,18.73138550723416,0.5832288124924179,0.5786251985497277,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6277753081400641,17.35626130709561,12.81522903950244,0.797409586455204,0.7940047260712036,1.0,0.3363218250959882,23.291383213295987,18.4939854994171,0.5830728392698686,0.5754951159250437,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.225313369939712,24.876398537013355,20.714566463917144,0.4746728613653725,0.4706049779406834,3.0,0.1423166119818636,26.87682167109958,22.1797750416013,0.3911577261743826,0.3840242825363995,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2286867342573909,25.084960591878207,20.92287853998258,0.4782134672373309,0.4728634061531567,4.0,0.0270676758890122,27.566932976402413,22.550125368598184,0.3199488087662357,0.3404846094624701,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2349981918795288,24.863057790714144,20.70481887880294,0.4847678692206627,0.4755983545396738,2.0,0.1723259212693876,26.02777627903212,21.63781783761196,0.418261842460601,0.4200443248593959,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2373807635874898,24.930955147806085,20.742436675574467,0.4872189939915281,0.4789633885478743,1.0,0.1725819370492785,25.67633855079552,21.31450537210985,0.4204145188477645,0.4209822086235513,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2429341945304814,24.850712680699385,20.6239242705887,0.4928847042777262,0.4863572028881635,0.0,0.1279574766824998,25.92947204041112,21.648728048404845,0.3844076485041485,0.371930844558236,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2032003053249194,25.249259938020074,21.06519191644487,0.4507943033961022,0.4391819033483399,3.0,0.0067767768426697,28.76049326534857,22.893486470747323,0.356260666379425,0.4080986385292485,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2569101242310471,24.786279817706017,20.52276737033332,0.506933147735866,0.4983704480782976,2.0,-7.651154777386294e+19,242533838214.433,3624553755.096957,-0.0127092570267866,0.3652751686928351,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2845950627692742,24.350751749732,20.15539466627406,0.5334749603164172,0.5307063476076053,1.0,-1.0354919059614256e+21,889665360421.7012,34095476889.466576,-0.0044382818517864,0.2546872749352192,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2343655096390662,24.87427623053461,20.705499979688632,0.4841176698754104,0.4749977029799014,0.0,-4.531885475864326e+18,60801127832.053154,940930185.816646,0.0133812890754185,0.4153815817400872,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2560234770128148,24.43888410551968,20.29531087697175,0.5060306203134504,0.5031319089520818,4.0,-1.5828436337741231e+22,3630615569672.952,233733907448.56247,0.0554123217437778,0.2815998165485267,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1062569406736539,26.92713323442427,22.56094052706191,0.3259715464929254,0.3174675717294182,0.0,0.1340210852592726,26.302173050370666,22.26164227516885,0.3666060292741628,0.3447434097079748,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1337535820987341,26.47733945270943,22.226165145082533,0.3657244205764089,0.3566868223166753,2.0,0.0440438586079778,27.80069982501725,23.206190698329,0.2575685547022487,0.2511280628623099,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1432560722281438,26.491661160578804,22.14934138763101,0.378492593833591,0.3636352952386446,1.0,0.0048009045266761,27.702198035151422,23.45800005794867,0.1980486011702578,0.2005236010666228,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1199819463007269,26.666242564421108,22.37025776011825,0.346385717676004,0.3341879842223364,3.0,0.0994914105434868,27.147368627683026,22.74157914484563,0.3172149163705973,0.3163069753542469,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1088613294509946,26.51188259747196,22.29512706169147,0.3299429475473956,0.3222257106265658,4.0,0.1146300432674609,28.02094524499747,23.2286695205463,0.3441055149177811,0.3461549501707301,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1295523763500815,26.456621087580853,22.24345012160343,0.3600081119451119,0.3552292861998818,2.0,-1.4006312374485835e+23,10715702812330.8,159254396637.28027,0.023414526271345,0.2206893303590581,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1257535422019455,26.78271341465341,22.38445025283549,0.3546512519774074,0.3485591049795097,4.0,-2.451163723273812e+23,13838878455032.871,308139906123.79,-0.0422369496105972,0.2677105456520257,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1052320571868307,26.868607208088545,22.60163913586516,0.3246222684804386,0.3159267602697149,1.0,0.1113883555870122,26.72575923524693,22.28186013311812,0.3688556746620116,0.3547500875701354,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.134463239522697,26.510280997848987,22.23962320481331,0.3667459833179263,0.35846665188575,0.0,-4.885184287077924e+22,6275945786030.814,97392241849.82108,-0.0254366472984396,0.2342584625195079,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1424407871641592,26.66065307277951,22.30258738429341,0.3774302005081943,0.3703002807608936,3.0,0.014459693337552,27.32748597031256,23.00391637279859,0.2028095418705939,0.1911464159232525,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2277441781801656,25.022635399649573,20.810157538431675,0.477227443848137,0.4709439438394748,0.0,0.2219364734550591,25.126645223330225,20.998207430510547,0.47134487474857,0.468260235538276,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2313550117601303,24.939686306223333,20.770263908783093,0.4809949992767747,0.4745832211507221,3.0,0.2054546561776581,25.48701732396117,21.10175063047559,0.4550407927815957,0.450572512622442,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2259384980967277,25.03496903571805,20.83935988864536,0.4753314225487634,0.4672382949248816,2.0,0.2282860802923725,25.09066006982258,20.915681191728087,0.4779470486356677,0.4759351725355665,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2246837215300143,25.025669292805613,20.80634680481144,0.4740098444331945,0.4675391629716739,1.0,0.2335836358323851,25.11868580429996,21.047225886642085,0.4834323670484993,0.4771047742444787,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2290018832485993,25.033655474681154,20.84928273682169,0.4785430934997838,0.4712336272276589,4.0,0.2142027797305289,25.121331073657107,20.83687697069613,0.4633154233641335,0.4651652785419335,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2254286115017278,25.04655435986268,20.850010161199755,0.4749146006947619,0.4673738679943068,3.0,0.2265020857508961,25.10737929941082,20.867758434578835,0.4759236836757178,0.4733196715677736,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2268627724043247,25.0332977768643,20.785842055699643,0.4766050728997107,0.4702479873077888,2.0,-3.2715948978609046e+21,1630284128405.678,30082916213.859764,-0.0213511215191272,0.459755772045973,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2239453654058494,25.067434981620742,20.88905212435427,0.4732326383189602,0.4682121670078403,1.0,-4.608142565986518e+18,61311932548.74026,759313671.2567564,-0.023621846136575,0.4750673608102528,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2294693618890096,25.00577588784243,20.78876284457128,0.4790389042809829,0.471858888506654,0.0,-7.240700554565146e+19,241864595564.32025,3972455813.655522,0.0281885584646117,0.462237209529985,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2281454264751524,24.99882858688374,20.788903265870143,0.4777324745446601,0.4707612479200502,4.0,-1.0236886074422028e+21,913898795556.6356,11318120356.645832,-0.014584859096508,0.4608798940476553,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1194151299879395,26.740865081937823,22.445676973706203,0.3455658027589483,0.3367885152320477,3.0,0.117583811018408,26.67408224804491,22.336557241769977,0.3432297990477896,0.3367423461943132,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1202420160840908,26.7337709158794,22.43394100881033,0.3467602357528024,0.337828663110481,2.0,0.1136293100555895,26.71277366812108,22.35308465312498,0.3372376446322676,0.3275548339834744,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.119181741463696,26.743695045056427,22.437977170632102,0.3452278409186388,0.3368678238593122,1.0,0.1182246171528921,26.66598686212042,22.35233450749121,0.3445929422730148,0.3367822653218651,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1184559243101815,26.69238451616033,22.366861064565843,0.34417511914493,0.3351373309548933,0.0,0.1212260427616368,26.86584518999453,22.6682267409822,0.3485848397993647,0.3435005508490057,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1179914882411771,26.7000949551044,22.398055568259075,0.3434996048921605,0.3348742071732165,4.0,0.122316201068413,26.849372352797094,22.54392827001431,0.3507922422607609,0.3439824055431972,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1169822284723267,26.74925946091183,22.38808919900717,0.3421814478707053,0.3343575347858378,2.0,-3.288249495721755e+19,163532961466.06516,2025263373.177132,0.0238198330949499,0.3281517134341574,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1170884967665573,26.75442596609218,22.417123303216894,0.342625025256091,0.3358710449589759,3.0,0.1144499548491596,26.8065456449484,22.453878832785737,0.3386097696758303,0.3306604408690022,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1167624536927619,26.7777617595976,22.44737366724489,0.3418468962262306,0.3332302292367271,1.0,0.1092875002923623,26.81300172945196,22.48720092079525,0.3314250197962406,0.3196026187755257,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1171206765891419,26.718210003363463,22.41058411971816,0.3422639525717424,0.3327794291402939,4.0,0.114454709616143,26.952809992320088,22.69714992126028,0.3384230365101244,0.3375878089108998,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1173289401095868,26.76518017926092,22.47119852751956,0.3426386089860559,0.3325013151416146,0.0,-8.26474673483468e+20,817291428070.562,10121692683.710411,0.0238341337322156,0.3311554676709646,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.407372454077158,22.02829161475286,17.771603269862933,0.6603094318129883,0.654459976390098,0.0,0.0061534965958238,27.90103366210846,22.82043798303996,0.3368823815608832,0.3333320757866113,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4780445240312716,20.70746702272153,16.40186980132946,0.6927102798653323,0.6862915361954738,1.0,0.1053343372582388,26.205957812101524,21.21689267052992,0.4205055062742746,0.4197968675752276,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4505084790571737,21.2026191511693,16.930549147919436,0.6751453323491439,0.6678975950284234,2.0,-0.0014405251255484,28.093909088449173,22.41550201872573,0.360962840939797,0.3588566572252003,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4505886846345014,21.1799939044988,16.921908555059964,0.6759504991253509,0.6715663593235851,3.0,0.0970593810076827,26.76150291132377,21.43750828054197,0.4260075826196299,0.4250892215953152,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.483427558700967,20.615758795230988,16.26307853703225,0.6964462179930527,0.6914119700194055,4.0,0.137843881041736,25.68496822298445,20.92920812697805,0.4346988158164649,0.4306336123177434,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.3902287460942064,22.14281054577533,17.913750168030354,0.624979212943755,0.6215421730251163,2.0,0.0155546916567124,28.148389860980643,22.97887959184061,0.2837318629828792,0.2788488664519158,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4324325490341494,21.58395689637392,17.382780582007403,0.6577579751680767,0.6506774188158253,3.0,0.0856795150840583,26.820866608347625,21.850822311133644,0.3739514364740937,0.3715545845863981,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4294510960318035,21.398625770182907,17.133421947011595,0.6555703909870165,0.6468006944386164,4.0,0.2104544534463444,25.377856431906995,20.49806670484461,0.4949406717959131,0.480490321359263,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.3851113668136522,22.587434828540307,18.322490269196138,0.621874817894603,0.6168506841058908,1.0,0.0858651828385305,26.01669524638463,20.897452020763584,0.3970703285544773,0.395609052504404,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.3838946000496382,22.221141365664323,17.99507510482715,0.6212179284279571,0.6120476377547072,0.0,0.216501001444086,25.4578646911736,20.96531764546456,0.4832941747406374,0.4703245002138203,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3505368120133886,22.97992932372451,18.67486129832337,0.5945989835851961,0.5885905349486034,0.0,0.1868853977221033,25.288768877507565,20.46526975303424,0.4682766242110479,0.4570176392464576,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4040034579561035,22.07413720291749,17.946831114172888,0.6368589513930674,0.6312663786369634,4.0,0.0207974424070667,27.874802266993264,23.01051002812441,0.2886849236690563,0.2814777534617403,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3644612534318066,22.734683143274147,18.572210221018384,0.6047772671570644,0.5986267724396521,3.0,0.0414211225526788,27.430972968279708,22.26143768066533,0.3528238488767997,0.3489475414772101,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4002265823958761,22.198256624949742,17.936340619753253,0.6345094042198216,0.6283880611026365,1.0,0.136137721737734,25.49739264442714,20.609259342637195,0.4294921381085507,0.4222611686319468,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3473980465272142,23.08887838590445,18.806648143224365,0.58952127130092,0.583091118167442,2.0,0.0571315553106903,27.11427879950812,21.90236263397369,0.3713590873501707,0.3544325792591156,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3793942884445949,22.41326272713435,18.21892458815883,0.616113647240544,0.6122954478077002,2.0,0.0903071919370503,27.053902654289484,22.281479012355653,0.3685763950832438,0.3669190753516612,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3623032484784773,22.675915937483182,18.38921959764576,0.6068467040691796,0.5987139783596652,1.0,0.1710291536000733,26.14651221354178,21.27030649686648,0.4524790077507629,0.4444702412373851,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3412860051129374,23.09773972850482,18.867738215742115,0.5911432415968025,0.5822081534047165,4.0,0.1754991634843546,25.745406826721148,21.20396378706619,0.4317035708657679,0.4290816737739647,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2016799647042849,25.533569642915225,20.88921135741356,0.4795246434956252,0.4757547371049838,3.0,0.071931552484762,27.091912674290043,22.04548049894946,0.4025605658655067,0.4046039061447991,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2642945491971588,24.516731919881515,20.25369251916085,0.5197277984936632,0.5100996233499472,0.0,0.0523102761240684,27.366753446531938,22.07890841884506,0.3876969962908582,0.3937869643610113,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4455338266230705,21.24390455662812,16.722151837937044,0.6702092514575863,0.6660418444558723,3.0,-0.0285914632448969,28.726460427373983,23.66049983494341,0.2671777379919533,0.2668964017664124,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.437063738064522,21.24082301454936,16.78470479337922,0.6616670170250896,0.6590394911003793,0.0,-0.1138442130769801,30.40153386064518,24.571818589741486,0.2052708828798268,0.2062456593852222,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4140792382228095,22.149928732171443,17.558090321638254,0.6487871325864408,0.6453982323899508,4.0,-0.0311147491187975,27.701826655450883,22.69125837456376,0.2486027833387776,0.2418397605836395,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0003167767534011,28.70019765030408,24.421427748469508,0.1592458930087485,0.154885045338382,2.0,-0.003383587604592,27.61417248509856,23.46126282758604,0.0975600414003991,0.0961593879548351,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-8.700136729178354e-05,28.359213039205983,24.07076918164585,0.2227509439003911,0.1450756196444786,1.0,-0.0018983400337928,28.86735944091568,24.713547658203485,0.0975056587300679,0.0414710780785221,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-3.417347955436689e-05,28.75059607779489,24.463073717712263,0.1090083418631628,0.1359601304036318,4.0,-0.0127339819627076,27.68779378121025,23.49070200253614,0.1865844420681534,0.1724499712532301,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0002193998831105,28.46110545474873,24.151574389254524,0.1114160086244101,0.1617972236343304,0.0,-0.026922643290127,28.67638433461222,24.56824298975205,0.1230445594128607,0.1007629348330007,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-4.33420962409059e-06,28.384386540044066,24.065715448027824,0.0859894635238017,0.108306011604546,1.0,-0.0442930055323282,28.91529338256925,24.769621839566344,0.2915854751117593,0.229897413372844,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0001813925945828,28.620281235028006,24.327693063941503,0.150418711899718,0.178170652841108,2.0,-0.0244858373119798,28.042146341973663,23.906331324764064,0.14046968032819,0.1488077701055257,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-2.685649466371842e-06,28.5270723190728,24.27347638542789,0.1270267211037746,0.1929213982355997,3.0,-4.7160190707495886e-05,28.329127643168075,24.056630939309493,0.1354834314030638,0.0909515277629225,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.363709091251411,22.724075719981226,18.32959126174181,0.6068665289758397,0.6012735721529137,3.0,-0.1761288608946063,30.548167592848287,25.315837289523405,0.2150735050680631,0.2153626503997076,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3901914265264818,22.365739411900435,17.932232325476132,0.625552273604558,0.6213320869495388,2.0,0.0187467815765133,27.720967242764047,22.80311568469,0.2927028673149446,0.2904912626466077,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3559816453123984,22.89324609612808,18.52858124024743,0.5980426217429502,0.5920859432490347,1.0,-0.055952964676136,28.82900199433053,24.0829006306953,0.263165388051088,0.2457598598485691,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4062817145002801,21.994464516095288,17.478153906342563,0.6384586476472723,0.6342401991490764,4.0,-1.994607220989764e-05,27.969398735562915,23.02013173854069,0.2934293369480513,0.2810250650142396,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3903847946232895,22.147987245467267,17.932834612083493,0.6249763199998035,0.62414814786587,0.0,-0.1113363175351194,30.126125104422595,24.319557266215003,0.1726148661448849,0.1736403195540834,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-7.351085207574215e-05,28.602420440705554,24.295524777785,0.1053322888493583,0.1523856501388946,3.0,-0.0463953545286939,28.38274480577426,24.11611461567013,0.2548917129499665,0.1339319921165915,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.7585923542350343e-05,28.379289545259475,24.06128443831001,0.0972221960933127,0.1015068881874342,0.0,-0.0424950343550218,28.96292792913126,24.800038567006464,0.3089130427540276,0.2554662143223447,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3311499687107886,23.39495460702579,19.106061627330288,0.5781687200277641,0.574805044308647,2.0,-0.0884080313808117,29.23796577366477,23.88673946794945,0.2239778938322438,0.2180917962430566,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2260551165077979,25.306886021317297,20.54154442127738,0.5069648739295733,0.5040696403856351,1.0,-0.0377601438836334,28.127651202563484,23.07840785591022,0.25011766094671,0.2469442353188279,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2770383503905076,24.441587580583665,19.901261669633968,0.5284822819623842,0.5226472492747608,4.0,0.0219189750292385,27.25579570260001,22.769450778946062,0.2436078760887172,0.2393204122371414,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4369754817180377,21.37495618257464,17.09176574080683,0.663164945204325,0.6571189348593814,4.0,0.3079901308973991,23.65580890311401,18.97015737979465,0.5659298370229058,0.5589704719097973,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4281620497949725,21.57892654146808,17.355352194230264,0.6617742681583422,0.6572055941398347,2.0,0.2906252058660739,23.782631505013747,19.1932056347142,0.5612177532305942,0.5547682941412518,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4235633131355288,21.629939867076104,17.398895757521732,0.6522832350108245,0.645948154475439,1.0,0.3153071553819125,23.52215852326836,18.97467546868124,0.570758740449901,0.5641734759412487,1.0
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random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4350173490418277,21.373690398638967,17.164901873792996,0.659897691248718,0.6548391359491001,2.0,0.314825271601441,23.70740316900176,19.10117473916039,0.5672650872004312,0.5584123633405648,2.0
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random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3440816753175454,23.05979347474661,18.77072884751736,0.5951178517913318,0.5861109182366078,3.0,0.3139062613762331,23.59882396013345,19.2178634541458,0.5660725832772188,0.5589312137714962,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.382109963301374,22.367509744215187,18.13386813229293,0.622854230748368,0.6164415424004279,2.0,0.2913184315777194,24.043428273320725,19.44849946705337,0.5474985068080751,0.5412378125179691,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3622034282165434,22.73734973304099,18.58603129018385,0.6020758197663079,0.5954966269447052,4.0,0.2984419719071967,23.87127810190076,19.61712747672249,0.5474416627050993,0.5402888098022423,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3723012481227493,22.54725761048193,18.308707379745154,0.6116867334743205,0.6038303041795396,1.0,0.3144381175807168,23.63054796174672,19.33000328842101,0.5640510225117896,0.5549350975126888,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3802172223969142,22.41319586265679,18.137194110487386,0.618684426132784,0.6126197887311852,0.0,0.3000701861786319,23.847277071591623,19.250114550036287,0.5545674190932357,0.546302439608896,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2150720186934011,25.23881285026432,20.9704336292644,0.4645346785934256,0.4582886635590258,3.0,0.2299583601047512,24.950934687190216,20.83886995073145,0.4801756284347936,0.4731928713511638,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3406928008156334,23.073794516446835,18.75901476694195,0.589773320707492,0.5830712413360143,4.0,0.2877093711675658,24.2336552031888,19.65209755210181,0.5452957401161543,0.5393234682468414,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2615874331224735,24.469320779060283,20.298495656794906,0.5143547510590144,0.5102279584737824,0.0,0.2563318522612899,24.555380413539865,20.372240104587284,0.5078738887676677,0.4983356854262221,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.362806849305033,22.665638119623555,18.57705454369353,0.602828308712295,0.5967614313609535,1.0,0.2924629472301687,24.22673116943484,19.95436891025012,0.5422684530884553,0.5322332016032865,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3504490202208643,22.969538689079307,18.68829238345597,0.5932035016130348,0.5862635959420253,2.0,0.3193231789118038,23.41196610218477,19.054403793909845,0.5684576235565082,0.562106272748992,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-3.234189245349128e-05,28.44577779199485,24.18987124036681,0.2012964635154349,0.199032194954296,1.0,-8.96842097697359e-06,28.60199622485816,24.32776592515375,0.1743278092263712,0.1743293838930291,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3822084400575296,22.40078420895657,17.94688305509346,0.6200418750186502,0.6165728425853725,0.0,0.2643375529891101,24.34516446910989,19.59218841102292,0.5301561153986551,0.5240393071479985,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0001607748896372,28.5325784926642,24.28399168708508,0.2059888319097776,0.1703821445093833,4.0,-0.0001730719509447,28.263826658320223,23.9628858824932,0.2182694021009894,0.1825400666583577,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.000150976144013,28.44656202599144,24.17636334532648,0.1890734671750839,0.167325882047554,2.0,-4.245504551803059e-05,28.60577760390528,24.392381366161327,0.1771039324223086,0.1815840587788669,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.38238853124809,22.38249660663008,17.9884421115474,0.6183933829252019,0.6134874703847409,3.0,0.2484747758619313,24.67258633394819,19.812399223081187,0.5099375893357636,0.5030138141767867,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0008103272691075,28.49415908488228,24.214214765013587,0.08544356517018,0.1766905384746669,2.0,-5.478659336488612e-05,28.448771797152425,24.22612504401918,0.1152599724164269,0.2113308041561514,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-4.127129758257908e-05,28.49887646239433,24.25910746303559,0.1116483885645528,0.17012643092772,3.0,-2.823617963998437e-05,28.39061711993708,24.05815866825473,0.1034596662475798,0.1827722172793133,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0001841141474643,28.54195304561208,24.28979092393868,0.105507250488619,0.172779404274113,4.0,-0.0001503664676751,28.226941003011515,23.922900332197774,0.1312187757188518,0.1884313797757301,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-1.6645500097833832e-05,28.47021790633813,24.22282948599982,0.0911004064382111,0.1275903106718554,0.0,-9.403762276782857e-05,28.5027901541526,24.200098441312697,0.0978162616876542,0.1295394679810494,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-1.650025297439406e-05,28.43627372133125,24.179336374615914,0.103718967887852,0.1632245657698862,1.0,-0.0001136149974412,28.637969308790343,24.373942783180432,0.1193142921025925,0.1661788470365536,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3775439099170836,22.48794600725886,18.15050754537324,0.6154934712702885,0.6113945701504939,3.0,0.2585982109812742,24.42628355791513,19.69994758791304,0.5183217559060336,0.5113315324320938,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3369962033512541,23.17274193178545,18.676247286887985,0.5828417744506663,0.5779234208433308,1.0,0.2483802763292064,24.74765757187328,20.035997487541056,0.5079790771707328,0.5029223773909058,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3267729694570764,23.321444645706816,18.92852345048149,0.5727926063740826,0.56623270419761,0.0,0.2531494456493476,24.78842275703562,20.19621584569748,0.5096633631598972,0.5050228691544066,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3131232019016644,23.61952292213564,19.29244091086243,0.5615216327612947,0.554383741891217,4.0,0.2480209847391465,24.61428772158764,20.13663454975802,0.499607604616291,0.4928069745368082,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.3774743730283637,22.474627769799028,18.111296090213006,0.6159068503916371,0.6114709519994325,2.0,0.2634069855793777,24.411769435916355,19.612909100717303,0.5226526647080794,0.516663962274904,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",8.507362289078557e-07,28.4716737076417,24.22384589985983,0.1426225713544486,0.16107276256645,0.0,1.6159948387217682e-06,28.496747178210693,24.19555288765768,0.1520711640499649,0.153742645982583,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.5997440639514693e-05,28.45829995969522,24.196246716517656,0.1502108216272011,0.1343037400697198,1.0,-1.3653177991290733e-05,28.550567125298368,24.307152545977488,0.132552178089963,0.1179737426261734,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.34276004829408,23.092445605882407,18.74890855913757,0.5854855587892791,0.5825567622159191,2.0,0.2587664805609623,24.49010838988755,19.96832835430108,0.5127115722852182,0.5050149359222387,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3156979874309831,23.56783471439696,19.155126049801968,0.5669691939249564,0.5625208267615524,3.0,0.2621607644535614,24.41340882939684,19.8457644791265,0.521505383121101,0.5142885431347028,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-5.473091487484538e-05,28.552410263727328,24.30014268274272,0.1441585615741343,0.1129588830814906,4.0,-0.0001318837053676,28.176711510467563,23.895271586645336,0.1236165439388116,0.096401306738689,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3949364513855004,22.04244567607838,17.66838806502309,0.6308224120698523,0.6276603972042328,2.0,0.1465818123055022,26.823474123284548,21.638690173887944,0.4410578568642371,0.433935521249069,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3106070116978359,23.307448964041267,19.174810626737564,0.5643397583983947,0.563599581020519,1.0,0.0304230663463098,27.98654566626138,23.057649214624167,0.3602967768041008,0.3515099817647064,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3949902655967926,22.41233830569643,18.19501486131561,0.6285339154649017,0.6256284320296724,0.0,0.0932990520490211,26.078672068100094,21.526587494983005,0.3440796023301621,0.3378133526783354,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3638790253539897,22.52441047085873,18.23860438130323,0.6040990591861495,0.5971910445757637,4.0,0.2122933928537151,26.02255819976943,21.17460837086217,0.4935272795205409,0.4956721631190351,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3374385156866454,23.030550821997902,18.919545586750868,0.5901955427743398,0.5832234181574615,3.0,0.2269472669739515,25.593656968152512,21.13264985143951,0.4836067284142704,0.4879852767121921,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3865040508683488,22.05675767831021,17.759747473105755,0.6234643940294322,0.616100553635287,3.0,-0.0738218198305851,30.17631104408892,23.866093524090875,0.2699918021156463,0.2828199188267722,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4478320376677528,21.31994190570782,17.027787144621687,0.6730802617227767,0.6649157667073504,4.0,0.0538813187431467,26.789639925548805,21.99250946201013,0.393738655113532,0.3977514214332043,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4699585822028428,20.89301913208216,16.580004665896567,0.685568209866166,0.6801795169051809,2.0,-0.0643253269772066,28.54604969122184,23.03393795943009,0.2950406203509952,0.2900964057848597,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4787708891050625,20.37317533134301,16.13959952608266,0.6921364840438781,0.6860269446235981,1.0,-0.0301952290762734,28.658492860843783,23.34853292742489,0.3184352737401581,0.3053166522023496,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4158426973034186,21.777376000363923,17.569147589488665,0.6586660890890669,0.6510167243841342,0.0,0.1575608024702474,25.96909312587284,21.290986949965813,0.4567212175017004,0.4445515376727442,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3032732307666191,23.74309964837653,19.516074364844368,0.5606142563677705,0.5512795923967985,0.0,0.1310375927712319,26.661720924558733,22.27385320683648,0.3816208066983031,0.3696459332401627,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2946520068540478,23.64718998767622,19.46818957813116,0.5430385473003758,0.5356176068362118,1.0,0.1002243531186413,27.64081008734387,22.687217568008663,0.3509887045765718,0.3472482185960062,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2894769849036265,24.01429945587461,19.83083809091349,0.5435317623866346,0.5313376452863329,2.0,0.2218052674163089,24.92301629310955,20.355150836721453,0.4880304216164557,0.5063764604884711,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3314604807712856,23.47859812283093,19.1136205329864,0.5791661528848665,0.5715906506246807,4.0,0.1822686939213428,24.97815308170941,20.59147123202532,0.4393359855284276,0.4403866059472159,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3471766865811951,23.00675353619886,18.88821450109822,0.5916701596384677,0.5875309883995721,3.0,0.0337934570464539,27.995944386121653,23.00740251134673,0.3277204191565105,0.3295136939439381,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3799341979882763,22.576711364831247,18.23920372717155,0.6232859207375481,0.6145037625084993,3.0,0.1567117701680153,25.60605894559334,21.27429239042465,0.4045423224664339,0.3914544745341266,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3839274893873173,22.593750852757463,18.520732135514617,0.62166607054764,0.6126941670049464,4.0,0.1601261604139261,24.826370569955355,20.23944604495701,0.4221311206202933,0.4194572767260458,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3771951142221074,22.42366458147399,18.169367330180545,0.61678828637885,0.6056528740395758,2.0,0.185309786869773,25.841322514973243,21.270986068875608,0.4393407453891765,0.4285843365629196,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3806085358307481,22.5451122825991,18.21554616734929,0.6212768271611472,0.6122548707262466,1.0,0.1167455688473907,25.81497999868052,21.259402927488782,0.3916108902046168,0.3782169140944568,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3857800713175962,22.31558137149459,18.246605760032413,0.6234314285887279,0.6167801328645827,0.0,0.0955123698286679,26.79931507607077,22.059132359500413,0.3649285401504144,0.3547530751365997,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3210743544428082,23.23933519208897,18.86670549396943,0.5716930279344716,0.5650610217046563,0.0,0.1619852473936048,26.88484866727274,21.88108777265972,0.4473444455119798,0.4482463233403498,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3207064885845524,23.49557169595535,19.24457602939169,0.570088580560563,0.5596275102662529,1.0,0.2032989581401951,25.17259413713945,20.82910856167229,0.4697723312417254,0.468618201680067,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3375475306449823,22.97676253921608,18.77396342455187,0.5843373974447188,0.5813363457259555,2.0,0.1382633367305763,27.03648865928912,22.007039039123217,0.4236626066481967,0.4233220630073277,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3333187528008623,23.14613456272343,18.90125890086853,0.5864003062524742,0.5761124049599511,3.0,0.190389199283058,25.67496865992344,20.928103376622083,0.479961524695809,0.478026130616392,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2837728786945785,23.9744579081692,19.78048481748944,0.5349192267361725,0.5312302318364254,4.0,0.0924440512415524,27.46818541026328,22.676299347252208,0.3284570302375817,0.3163355433602358,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3829897532142317,22.163050320265807,17.809722484282904,0.62027261325906,0.6106501912699352,3.0,-0.0133720519058675,29.35392210828825,23.027962375368062,0.3803945264863049,0.3838708207648525,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.36008643411298,22.60339085846414,18.346426580187888,0.6027192627966658,0.5923437362337387,0.0,0.1792233682028968,26.363971722044457,21.315350446296904,0.492020073826989,0.4854756178489773,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4058792840624924,21.78949812435832,17.43516260876075,0.6374412956444748,0.6276480447532107,4.0,0.2229296979384035,25.711118121396268,20.58963933958127,0.531897862865763,0.5339970124224669,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.39060973567639,22.26824926148277,17.98043144403159,0.6261161836125372,0.6194895593407497,1.0,0.1312589164363423,26.3698545917903,21.56972108826189,0.4119213293757708,0.4119012903597122,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.377389486805745,22.50352545264504,18.17713538693503,0.6171242203470904,0.6091171427047005,2.0,0.0514457047814455,27.60146388335124,22.3420035441182,0.3411321077612043,0.3313399207312059,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3070893381086073,23.86627815260749,19.58237132481485,0.5547408682346173,0.5480203240907253,2.0,0.1038195609838513,25.832622522038083,21.486408783761725,0.3585106386153172,0.3521761615736432,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2742301684349829,24.27206666961088,19.939806640866205,0.5251146432782134,0.516178014845401,3.0,0.1067516092082164,26.72497879217797,22.18101791193663,0.3693200322408353,0.3387940841354511,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2894671937381773,24.2963909777396,20.052233879689503,0.5446113453957552,0.5384112153648533,4.0,0.0560966419268734,26.622345852643964,22.108351556351824,0.3464169229146063,0.3506180254595629,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2929381879664956,24.20295472157537,19.918891358887343,0.5442716471275468,0.5373188015782691,1.0,0.1329052705995775,25.40837730142672,20.96570997725903,0.4072635731635396,0.413351521725613,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2464327644505459,24.70263447855752,20.35375548802846,0.50395938439368,0.4925334854666245,0.0,0.2074048626900009,24.95600918028184,20.37913628494437,0.5015223184985385,0.4998973757179832,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3486618378552115,23.12854336264792,18.81669323931592,0.5955572126470089,0.5861141807781202,4.0,0.0536917418966265,27.2458896748779,21.95118500442236,0.3778020075914631,0.3675480889210361,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.335543525248074,22.890911706332947,18.792213791366784,0.5846794282132917,0.5790227688291208,2.0,0.0428130990701662,27.90353682278195,23.192664006704483,0.3657186350997218,0.3523283004584507,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3635676457340845,22.81852200846125,18.54077210581996,0.6050911246453932,0.5941811973012004,0.0,0.1547418199760393,25.795771801408364,21.40222480858189,0.4011466132421666,0.3925585606992054,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3552756716831844,23.001242551003788,18.84606822614177,0.596159963459628,0.5876093029408679,3.0,0.1460997164301931,25.416907860784185,21.06535116093448,0.4034248834033544,0.3963034491972565,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3555954899246807,22.677664298882902,18.53540216591539,0.596434016410639,0.5895375186516509,1.0,0.1578370184635857,26.578429232859094,21.77172293316541,0.4141724933587939,0.4081123425147615,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3499516100097375,23.20779794501621,18.8486400642728,0.5927321506030209,0.5917933844523469,4.0,-0.0420454356062662,28.169568515414376,23.21634504606419,0.2127593809060257,0.2006528937221634,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3079915316430613,23.4580672494898,19.154102987901016,0.5600290093457141,0.5563369507579209,3.0,-0.0168745019812688,29.45209709543111,24.40239898418225,0.2487752888401996,0.2489414220253452,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3661555661486604,22.769191296783067,18.398380579947727,0.6056337690002964,0.605011341203331,2.0,-0.0971337394638369,29.262601641676333,23.994791497879334,0.1956024912410997,0.1914941270916066,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3348941522200227,22.93152099394456,18.578495626861947,0.5796570099338675,0.5795722946388905,0.0,-0.0896768700736032,29.797577055687373,24.574603150347933,0.1794369182522058,0.1714267326697921,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3018399644001824,23.69285919372355,19.3795583644548,0.560537326951348,0.5538044034479519,1.0,0.0168167592515274,28.602096924217506,23.686240303458085,0.2595470476022882,0.2492181953852076,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4335663297125721,21.38978098054451,16.860057321778065,0.6588146219904962,0.6539302914046552,4.0,-0.0520794066959497,28.840222071725105,23.443054627999544,0.2805175344430152,0.2722089470791062,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3959019183299012,22.13178953903905,17.812177110079084,0.6299421900734996,0.6276232310401865,3.0,-0.028547967263407,28.86117348458072,23.504484888511584,0.2659632518864279,0.2463838198852844,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4033541471703561,22.00990567318192,17.583617203975983,0.6351109661713226,0.6304228159632972,2.0,-0.0701206497151387,28.78416927761118,23.381082719695844,0.2732662972443749,0.263923948371879,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.411509662464764,21.740775421167555,17.34532946086389,0.6422478653180331,0.6381095705286073,1.0,-0.0267086105400704,28.76362323270145,23.458216770923244,0.2970144530103868,0.2736639966844728,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4459790723521112,21.29111113659349,16.723096487873796,0.6679316386551226,0.6646191750875327,0.0,-0.0680807357729906,28.93741499428156,23.66925410925007,0.2533654149644291,0.2240383711082728,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.281006290874803,24.303055370958155,19.95311611836405,0.5327556962228656,0.5272741825178984,4.0,-0.0176147971502049,28.19277865294396,23.4995058398812,0.2544307184863086,0.2401700404145996,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2918726454386781,24.190017316188257,19.76304057474822,0.5405442312505584,0.5374450295001716,0.0,-0.0205454620860594,27.932551301349267,23.230566385230137,0.2202653150478893,0.2179355301377304,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.266996033282322,24.14123023727167,19.784201405620635,0.5177479709696274,0.511941146974436,1.0,0.0452206664005183,28.720868324488016,23.74209928454784,0.3094903871205928,0.2859492727383685,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2722711705562219,24.03686459035585,19.63374620297907,0.5221455209745876,0.5157755232871606,2.0,0.098366459575268,28.091102682764674,23.28191958647188,0.3558553274689882,0.3391722786382774,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2422474180319827,24.8132584367424,20.46217296161922,0.4951050971740586,0.4884980646144072,3.0,-0.0140203296127616,28.425070444704023,23.50073598540013,0.2393241689346579,0.2217024461014893,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3545981873348708,22.942857676474564,18.76303734552313,0.5959493314914907,0.5930639761494713,0.0,-0.0014882386325365,28.264548454208253,23.11196176997882,0.2559681856708719,0.2468448062000638,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3447528702555629,22.93667886774841,18.719249609107138,0.5889426157365812,0.5851295106337977,4.0,-0.0888593242507336,29.436199217039484,24.364402332321127,0.1794299064388181,0.1732343233499503,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.341089385082283,23.02350442883688,18.769311462356303,0.5850309760934534,0.5771034223099084,3.0,0.0749752542902207,27.421935926411795,22.593231183524345,0.3622495030821734,0.3387038249335509,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.377277982086115,22.67290961742675,18.37040975793896,0.6161901216509698,0.6121151927190183,1.0,-0.0287975561469477,28.168029578079764,23.35698564194869,0.2558684296422513,0.2414203839573067,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3296029983454216,23.306747314562188,19.04822509650796,0.5746513181693014,0.5714405161282838,2.0,-0.0068979026433029,28.55532211506608,23.381358350846103,0.2392820033707616,0.2282473488452125,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2683626974582679,24.71534505532728,20.30868754967505,0.5186389602585058,0.5137662968296819,4.0,-0.0292634900305353,27.44385010364317,22.752509910522924,0.2409389071276708,0.2258404233730121,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1913247799565101,25.20067096485334,20.82478244865433,0.4453276399966485,0.443158357799004,0.0,-0.0950146118838866,30.082425414688927,24.96074944320261,0.1143013776511961,0.1096021704858528,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2634676774545216,24.286432506073563,19.964820247002624,0.5137601884734213,0.5108898374671885,1.0,-0.0172263094897853,29.10447301230921,24.107048576218894,0.2196547076909749,0.2060725680823378,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.266283690620909,24.043440775026404,19.691234313445783,0.516890729828086,0.5148183720296484,2.0,-0.091880157152117,30.050538918273173,24.961803140898738,0.1721595998327491,0.1697588975552924,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1736791876009151,25.94357356649173,21.57584665918941,0.4224450002382237,0.4122398965008564,3.0,0.0191278469881581,27.61203535463917,23.0179103847064,0.2378406286341547,0.212239424024978,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3054629678312712,23.52257661090028,19.283633000051925,0.5550821240701775,0.5506487437292291,1.0,0.008337407732224,28.92970532457768,23.870887197722205,0.251525991880239,0.2479842172954946,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2760671988673798,24.24801640302245,20.01003728623076,0.5258256954029571,0.5233693729714631,2.0,-0.0199546599370483,28.675255513275065,23.743733606639424,0.1846526511365434,0.1791356115416441,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3590269557252594,22.795820236535533,18.401298430638967,0.5995983213033687,0.5931305176695026,0.0,-0.0040554616248635,28.518288102868897,23.30981013988092,0.301528312185503,0.2914967382136408,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3526196348949711,22.860270812656207,18.576795953277472,0.5942386106422582,0.5898820370866782,4.0,-0.0464891792558483,29.29818004783037,24.198182059246164,0.2238406705307616,0.2172551216606048,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3618060694003239,22.502174974437462,18.239083708575027,0.6018295150396762,0.5988073272791705,3.0,-0.0113807016787401,29.53720606817985,24.194011935791284,0.3012532080582144,0.3022156487757738,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2087420302705765,24.978814969859098,20.665876497395235,0.4592988007424246,0.4551352960221426,2.0,0.023579664651501,29.301169216345794,23.93378016552109,0.303592657226073,0.2953032693146191,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2406397209641616,24.63449825381633,20.338115831318643,0.4922830656697341,0.4896923064579573,1.0,-0.0638888981029843,29.492271526036983,24.38255095534189,0.1765953842227774,0.1619847549629188,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2437487852427907,24.75597303234038,20.2921230170992,0.4956838353154468,0.4914397950807443,4.0,-0.0571136899885111,29.171562515109382,24.38245712632113,0.1726808281664806,0.161772126107809,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2187428364909348,25.159009707424826,20.7206761224556,0.4693536724110927,0.4634868617658056,3.0,-0.0886257670957408,29.752725243903097,24.569628757212456,0.1857066222940166,0.1733731034007529,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2512445136105297,24.88925290457728,20.442576293217364,0.5038754077852484,0.5000140731504277,0.0,-0.0550978450428822,28.477226500622624,23.73424425403327,0.1718153175742664,0.1652223354819594,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.299972961253678,23.96499501097957,19.61254209581056,0.5507275959366035,0.5441013616870148,3.0,-0.0267010766411377,28.43423016053915,23.59821529228665,0.1781296987587085,0.1496793109566088,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3116814955694922,23.656580844189577,19.292407736728062,0.5585799224050264,0.5511139102742405,0.0,-0.0263407646093054,28.523303836332744,23.767610536892047,0.2171612902853395,0.176293621237274,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.31633553111253,23.771735795183048,19.35901536691312,0.568060169502262,0.5633614271832124,1.0,-0.0119101077154213,27.845743074939083,23.156198691071648,0.2007974360046582,0.1955712380713735,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.297574811020254,23.8788344724892,19.59631191614441,0.5459806666794136,0.5396667915046708,2.0,-0.0141852837533094,28.62124441048746,23.773863431101287,0.1972092304791434,0.1804319385171483,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3067061187296708,24.00336859067861,19.743634931602195,0.555001945765599,0.5500833301705986,4.0,0.0316618636305335,26.75427598839009,22.159721352061105,0.2854149844158611,0.2739609249069808,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3279280145057948,23.376314534044305,18.98908108087608,0.5814544112253941,0.575594620416915,0.0,0.24462749911624,24.61681844637761,19.90884525866598,0.5155968738287757,0.515214127040167,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3261034853532087,23.39940564336769,19.15160756609338,0.5729904574927582,0.5693295555701215,1.0,0.2568332932471461,24.451294169574243,20.0323068528194,0.5127435470923019,0.5045725868373799,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3426228802840911,23.087028417543987,18.89273173602578,0.6023542174249552,0.5979586995569571,2.0,0.2598763967806067,24.50217543364641,20.14582301652041,0.5256707667938092,0.5237442887015067,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3697541740515554,22.64779703692574,18.40372107198625,0.6138845392397609,0.6081049065691092,3.0,0.2746449167799816,24.077525135384622,19.74463403955759,0.5367291341009114,0.5312285013753356,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2646303302484606,24.354493496535664,19.766632876929272,0.5458268627578384,0.540286292145875,4.0,0.2142646129482431,25.509500731781827,20.69491915726052,0.5020001106678881,0.4983839925735366,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3527859785959755,22.956200324954672,18.80633271706082,0.6177243199912841,0.6084897771099136,4.0,0.2584718587486894,24.31750545068431,19.91872827955304,0.5365399320090307,0.5261243495303515,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4029654375676533,22.023505180201425,17.61885375744442,0.6421611666483259,0.6341155091452086,3.0,0.2961166371849056,23.803491700653023,19.116398073323936,0.5596079220562753,0.5538164917545025,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4506424578490083,21.106248849637563,16.924838608935538,0.6722904638912163,0.6656920809050083,2.0,0.294685422456756,23.91638833603335,19.319200708313,0.5570486499330296,0.551867363038864,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4266375693700306,21.50166314112933,17.171887759108383,0.6587071543983914,0.6509629912151172,1.0,0.2878394485810139,24.292034151025653,19.46021024223672,0.5557006276959935,0.5501901836101787,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4096567354515106,21.895176110881497,17.39791835129907,0.6509545761888239,0.6439427885771997,0.0,0.2729479637850719,24.212640010267776,19.51093673175827,0.5472112985889028,0.5355993947170813,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2917582828536078,23.962190796280687,19.77121252163641,0.5456269889760691,0.5373731420049613,0.0,0.267604423440501,24.375672055241537,20.19127625346177,0.526470126450705,0.5245116945212467,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2894749722196819,23.97647532017205,19.868290421146387,0.5426410851539568,0.5343560323972535,1.0,0.2448328708711475,24.85421018303185,20.559012665146685,0.497734982169463,0.4966729751355651,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3035813890486007,23.78668600873045,19.61766448239984,0.5513211193652474,0.5412112875181412,2.0,0.260372253784344,24.39454163558929,20.11132859314471,0.5111183887702659,0.5090092963950447,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.273379738959641,24.264293064188227,19.94120852925337,0.531487366363435,0.5221671405425996,3.0,0.2259445794578319,25.091326639472964,20.65041975173672,0.4851411863983779,0.4772248405447239,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2786792943661427,24.241481980378804,19.99460221527525,0.5285017707227155,0.5213099217684999,4.0,0.258899528480603,24.28605092235866,20.05734250224628,0.5100347949115236,0.5018426531009403,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.382489094038698,22.401486291603,18.130574476602416,0.6231825693977252,0.6156329410769167,3.0,0.3019697335849094,23.68953291948861,19.185005045461114,0.5576819050686517,0.547281082407759,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3113480204641543,23.677992390100574,19.596169358838527,0.5723906216223514,0.5631306929028813,0.0,0.2788229052999922,23.987928360678,19.75633640291856,0.5454808166526184,0.5389296294037186,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3770506383218265,22.48752325192476,18.296134777681488,0.6143532372793805,0.604651620100167,1.0,0.2894589725457011,23.95386804811647,19.51795854110057,0.544094758635272,0.5378121222651016,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3483709898453286,22.9762906163396,18.828628158611888,0.5902572995464753,0.5800597836084919,4.0,0.2927342912435473,23.993646002753287,19.5650106429855,0.5428095125759652,0.5324200197792399,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3543708147748721,22.85326594091837,18.63391569597763,0.6012257533404063,0.5912608143769911,2.0,0.3020621479094574,23.90655893243561,19.48677163432473,0.5542333236866875,0.5464049742415769,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2619768674977064,24.499713276988903,20.19741919981876,0.5143445202511899,0.5085074916239283,4.0,0.2169923174113002,25.046569552217296,20.636535998999225,0.4738580722066362,0.4622557330148789,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3507638336538988,22.979859540073697,18.65604852120263,0.5930594361174062,0.5870601304205436,3.0,0.2487789977034429,24.531735107367783,19.99049196248002,0.5102989637287377,0.50623708220514,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2548142609166752,24.59393934619436,20.450542118944803,0.5244372218340922,0.5168940540382801,2.0,0.2066977588615025,25.31364195639971,20.996043412245182,0.4737424570938371,0.471254866697484,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.273365637430315,24.281008719201868,19.85585351470961,0.5346119333150915,0.5276079611267267,1.0,0.2138532216911379,25.22114504708032,20.4855702654711,0.4860776583979482,0.4899820508701714,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2748338365173948,24.232334696202653,20.03886044357045,0.5290014249998912,0.5227261644735194,0.0,0.2283152237053,25.084011152784,20.81623328484508,0.4885842723591864,0.485869133003353,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3699450525180858,22.603555565506067,18.499554960550665,0.6144128546993018,0.6051270879926949,4.0,0.2992413811808714,23.834660248864687,19.4701317721116,0.5593447353225657,0.5508496014609066,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2816723986878428,24.12288749696137,19.399961621210306,0.5781957031363406,0.5672191586577557,3.0,0.2182494389699814,25.22915762270669,20.320196049890303,0.5247380342604366,0.5176117475491046,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3419789946124842,23.118155677576976,18.975956315410187,0.5857475654351099,0.5786078692808522,2.0,0.2737242513295214,24.19097125876769,19.91489060226928,0.5239692863839278,0.5161706368120601,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3607703362130966,22.73736450197024,18.59635046974985,0.6149855745476964,0.606545937247336,1.0,0.2780957092650286,24.315068483142625,19.88937633591313,0.5505139293274517,0.5412374844180016,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2988038941247599,23.830541416934828,19.57810078917072,0.5497188447885536,0.5399540476857717,0.0,0.2747169973696783,24.312688014836887,20.05460393779815,0.5273826458600146,0.5155779620211538,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2490725307038732,24.59722562203484,20.365490027765347,0.5043166764784257,0.4974093376663899,3.0,0.2415708176023321,25.116781687983075,20.908764106302137,0.4958914995503465,0.4947831274883822,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2847885706129582,24.12593129627007,19.89205507345165,0.5354896836608524,0.526978206457027,4.0,0.2591278469235734,24.329776638033643,20.077627882399625,0.5142148285426276,0.5098975495157059,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2731031786630241,24.243668649973777,20.05407728192277,0.5276713012182811,0.5195878935124575,2.0,0.2303568255880043,25.12483575590388,20.730278755347204,0.48889296830265,0.484709639155079,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2811032238588741,24.124133432472146,19.84157788037131,0.5322447391136592,0.522911147395202,1.0,0.2584415476373047,24.60595284754408,20.243549099790595,0.5113513181880579,0.5039523377356957,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2632011170208066,24.452650440105423,20.18380479563315,0.5147977530439719,0.5120411686014485,0.0,0.21212178937728,25.228693726964185,20.808103786795662,0.465601135424873,0.4582603343947782,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3345487159193355,23.20214207954556,19.05466341009982,0.5807780004973433,0.5711659538960417,3.0,0.2829146560686099,24.22665216464375,19.952414914130006,0.5350188535653806,0.5234799132014302,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3466947444177947,23.00669275210367,18.73213376955557,0.590489064633094,0.5808468851336194,2.0,0.2866376945550775,24.093892212163787,19.621151600381257,0.5393876847318924,0.529312922723843,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3577512051678641,22.78338471831628,18.51092888908613,0.6023938559211238,0.5934796637935504,1.0,0.2988192972897627,24.0025413012684,19.59598707705341,0.551641588742684,0.5432642439154997,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3497197049096794,22.99204826050552,18.837892739270668,0.5940211302135072,0.5850196555749275,0.0,0.2709479521866613,24.19385036562356,19.80747895985214,0.524798326104713,0.5178385559140875,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3535955359754589,22.899163000882,18.771108177285413,0.5962636524181056,0.5854052905013531,4.0,0.2929996934282333,23.92650229684511,19.67247290280912,0.5424314101255283,0.5386904393617556,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.29433651925768,23.916491643034178,19.572356340864587,0.5575733372565368,0.5552115416180076,2.0,0.193112112437747,25.600584214514583,21.08868965389775,0.4654958676581118,0.4596400483137118,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3389439400058921,23.070488069903536,18.584549335958787,0.5842327822084821,0.5819202193157149,1.0,0.2111017951284434,25.649978192791743,20.82044841761484,0.4786789634665053,0.4688046723051692,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3099787857620352,23.700784397575468,19.29477230056235,0.5578509226770135,0.5559611633632764,0.0,0.1959532221338092,25.33301905220515,20.62413124180732,0.4595975429786963,0.4584495739728943,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3185181764994373,23.585932893028584,19.228407225295538,0.5676032003551349,0.5642148215863709,4.0,0.1990613876039748,25.14425591639677,20.567038904421096,0.4628532694322981,0.4552717161998657,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2433957127645619,24.70969494793156,20.14505405068884,0.5150779517661253,0.511565776847393,3.0,0.1918247667446179,25.843657823406616,21.04022668534345,0.4643962542793545,0.4581992994219057,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4125092793923547,21.8457376824628,17.4038112214495,0.642327518157741,0.6377570082921095,0.0,0.2157835880452564,25.13000406688161,20.166205700564927,0.4888205222224127,0.4849622336276837,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3879226603551221,22.255767467358424,17.683106993383003,0.6292197887030654,0.62519280248062,1.0,0.2401320546889171,24.9231545484808,20.093518516021376,0.5095537374134065,0.5051806403556401,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4185431519406493,21.68354176182796,17.416064608034013,0.6477439878956396,0.6443394280417695,2.0,0.2575939182584635,24.67073806525054,19.8656405070931,0.5199154784181348,0.5137363967678847,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4277749099879063,21.58117704756812,17.14677623041384,0.654818385406136,0.6515437251251731,3.0,0.2429456150345831,24.59295754267396,19.77488483917848,0.5117856815306918,0.5063927217836444,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3785202247383084,22.468464278015805,17.987040913014095,0.6210971225543381,0.6178086729845463,4.0,0.2376674506593818,24.77768334641077,19.946067922697,0.5092679480723843,0.4988785128747321,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2612724026032315,24.5246439406722,20.184001679249164,0.5120816543176944,0.5071568035398791,3.0,0.1756689902305949,25.64383297468997,20.99487977835153,0.4309463248632904,0.422389511207476,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2708625012592976,24.30291117640408,19.98006277606633,0.5210955884562475,0.5167250344277501,2.0,0.1862571207734937,25.743993751039124,21.14609388962412,0.4409903171976186,0.4399115384088541,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2625231878350852,24.43858704171367,20.071873788822227,0.5130514436516248,0.5077137393388226,0.0,0.1873008260768547,25.73491196434504,21.216643375514234,0.4422688759416555,0.4367415329225711,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2706514133490009,24.334692399174013,19.98554210476944,0.5205641819292088,0.5161270523272427,1.0,0.1828575407553426,25.672520478883293,21.19324298377532,0.4403658375353511,0.4296367904535259,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2605790429375905,24.457797271848342,20.109545387911204,0.5150619296906321,0.5096786580843796,4.0,0.1796610810106103,25.91470666243025,21.378239729399887,0.4372464732022944,0.4302611586080421,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3182942526250567,23.52337999752756,19.186370053724133,0.5659976291459815,0.5602345033339986,0.0,0.2471671144676464,24.65902706371909,19.97749071615261,0.5014933254391503,0.4949560716710373,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3200298861652751,23.464761849063954,19.22035056307996,0.5669347866440562,0.5603809544983908,1.0,0.2335468169963211,25.002951246786857,20.45501959593616,0.4894862026068552,0.4844340398037662,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3352176348265901,23.18436200604952,18.939225407083683,0.5793802377285733,0.5738955423380708,2.0,0.2551197325314692,24.71703416880246,20.273662440496363,0.5075956991101851,0.4995421108805842,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3022513182513446,23.82040676984544,19.482496146084035,0.5531081374194454,0.5471290524886389,3.0,0.226283450631618,24.905409910301618,20.316699562478604,0.4809607164602169,0.471688690300412,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.306984198281702,23.73482315660109,19.44053637923789,0.5554221408865677,0.549596108806504,4.0,0.2273950148027632,24.907800229526725,20.39414422244059,0.4802223248035894,0.4687329303604878,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.246733188284316,24.704738706462493,20.208704072449475,0.5050332710649243,0.4989411926967417,4.0,0.1592106888089719,26.15527105816509,21.43628895898768,0.4275163996085933,0.4241470859789736,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.135399417231248,26.49037377012317,22.07060209558101,0.3773920519604996,0.3715073977674519,3.0,0.1084688025435831,26.84064420119077,22.36218251834712,0.3453897658136475,0.3384798884832286,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1382604747511115,26.44315060446977,22.06186863646136,0.3765655559573475,0.367749349237249,1.0,0.1296665705996554,26.53312233634881,22.055644093609867,0.3676290613860539,0.360234531189245,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1386169969870395,26.502842405906527,22.04352121496696,0.3895959358705856,0.3829857775023988,2.0,0.1110091259205565,26.547437511566645,22.1057066294232,0.3651055097640912,0.3539402811070817,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2604418668217664,24.466126176755303,20.08874502111896,0.5115182050149425,0.5064506115795303,0.0,0.1703134229473133,26.03307432138361,21.341813241878462,0.4271605316174482,0.4248847860308934,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2295140478970841,25.00998730604316,20.757294050292177,0.4866800224250958,0.477677408797481,2.0,0.1759042093789007,25.792376053269088,21.35771561997317,0.4312048827806805,0.4253016466638667,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3818814285379872,22.3746910942792,17.95183617313552,0.6197544337985567,0.6152237574517347,4.0,0.2344410064333862,24.97377882146564,20.17555002579684,0.5039796453773018,0.4988503384010427,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2298533619393622,24.95869810748049,20.72857172464502,0.4832325062137673,0.477883659422369,0.0,0.1792512064707024,25.92981344809317,21.52985258023542,0.4289337980828516,0.4207821039519793,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3674617445586342,22.65402459844999,18.29831941647601,0.6063853792257778,0.6007297142335648,1.0,0.2306765708045356,24.950616605025544,20.1399275235012,0.494297933843253,0.4897503589863149,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3483837767265758,22.94214257697888,18.675203683466684,0.5925954667249262,0.5872710438308956,3.0,0.2404342707925614,25.00939714632549,20.44480677575395,0.4983952405522423,0.4900224021371082,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2084745422744979,25.33827638997808,20.899811788092343,0.4593554624124994,0.4532004326989337,4.0,0.1585998507606764,26.105129737998112,21.62272055539613,0.4094491089838477,0.4064049407197753,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.212494047448739,25.245465870246854,20.866184332826784,0.4618627843470427,0.4584881336968178,3.0,0.1676736179604999,26.079115679933505,21.62190325308598,0.4156770889918436,0.4085047055007181,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.196284058796177,25.49265847192467,21.091854678511773,0.4479050774123054,0.4420562232318435,2.0,0.1494023612044818,26.4080885048002,21.91728483423988,0.4010128008268373,0.3985575711739409,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2203823713498792,25.124910880266963,20.70924721733424,0.4715442836924071,0.4669905617856261,1.0,0.1612214832612718,26.15824827739492,21.664560118906223,0.4128585353896248,0.4034582005393561,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1886788406002962,25.61891456043543,21.28345939500157,0.4383807926153762,0.4338802973381442,0.0,0.1607317763020785,26.21119874459412,21.785374368404543,0.4105855882628005,0.398788216034131,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2883240124501565,23.94708746758793,19.67881876287842,0.5386534289899567,0.53300466488482,1.0,0.22123657729794,25.444468348087465,21.064192600519952,0.4723807012757334,0.4682966409637499,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3076306429744124,23.69923318335011,19.50725851868608,0.5580554981512033,0.5519385186955053,0.0,0.2238345488616439,25.06562862577087,20.59019280026393,0.4808340818977042,0.471083025988431,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.300743105874691,23.802231738758167,19.508111374379627,0.5523717006610214,0.5485919778212198,2.0,0.2158997137760626,25.260161992036824,20.768185737911875,0.4714485609991418,0.4601450165781239,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2835289318246561,24.120965364200444,19.8334619498694,0.5328756971903383,0.5253093896418086,3.0,0.2284500591692866,24.93033648895965,20.5427596592637,0.4797675658239366,0.4756528468340211,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2773500769547612,24.18671206535084,19.918660403658308,0.5278440199651268,0.5229527584711152,4.0,0.2156972218251205,25.30634335811943,20.920086863750885,0.4669758537724263,0.4570376697142086,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3962816048131956,22.383228643017887,18.01601057818539,0.6360546225753859,0.6262717716453903,0.0,0.1279014180362684,25.598237614631067,20.98141983902769,0.4038167582440306,0.4048711279638631,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.341431170984483,23.19189863244456,19.093385479381222,0.5867290995243934,0.576802825968592,1.0,0.0632914802597601,27.222322563965808,22.289851155511908,0.3422970646433686,0.3370353888240613,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4123988980299882,22.01624025595996,17.868059643023326,0.6474620155056448,0.6406778072400539,4.0,0.0408144378655123,27.264500886887003,22.19819162754941,0.324566668674532,0.310272068626944,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3800845254930608,22.36123787203117,18.140283527997905,0.619755775800503,0.6112547080744025,3.0,0.0663143420003444,27.730079413883345,22.37613074778936,0.3911306578449612,0.3841705861928369,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3633547343357838,22.5804315102428,18.521338225634786,0.6056753550904764,0.5963861261232487,2.0,0.2270564118346996,25.39217999534325,20.43732564794843,0.5186707476411669,0.5222085959353768,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4110369726318843,21.84268689128689,17.766093273904445,0.6462918335671524,0.6394572768772326,3.0,0.1193593949076743,26.66040054391277,21.887094334661192,0.4118231553922741,0.4144090252988346,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4180850538916703,21.56212624875935,17.339580065458616,0.6474753882155981,0.638313697215848,2.0,0.1360024301546917,26.92915709917021,22.051807153798148,0.4137024681359815,0.4146581745798636,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4137447782057285,21.669248091610733,17.620500744546213,0.6644260865014355,0.6579958810943812,1.0,0.0779181521352877,27.50778228305016,22.829921796955777,0.4077885287496274,0.4053149987956304,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4289391805527269,21.76262527932612,17.557274578786377,0.6566598403064803,0.6514234727949176,0.0,0.1288811546338624,25.578913088828767,21.00138261834687,0.4212937232712252,0.407974428021044,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4334293966387333,21.19743055971121,17.057635186308907,0.6615307223312843,0.6535046249702037,4.0,0.1572636935887904,26.971986736279447,22.227514450837926,0.4490744210333819,0.4485389228788261,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3295309503301166,23.206452782933365,18.864674356001903,0.5823306198502346,0.5730445641019439,0.0,0.146384064667545,26.591712054845942,21.538909568218592,0.4649420741922325,0.4609095082656457,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3666107484911909,22.73007774228117,18.44820678534908,0.607753405504126,0.6041921964353463,1.0,0.1521641601748414,25.539031681341086,20.87736204801872,0.4393398889371634,0.4249598353726828,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3398894889029109,22.903067113775872,18.792932050069965,0.5840033858116034,0.5740628643040564,2.0,0.2433713938951395,25.57923492113492,20.88735937100003,0.5035027929901507,0.5002587604783654,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2913693510771379,23.73158893053158,19.43674371128717,0.5479261659199072,0.5373716367694904,3.0,0.2587886340257317,25.433095117222013,20.5158536836818,0.5331087067023283,0.5363491497549673,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3477375686673122,22.90498196411963,18.64365112896452,0.5944408751705709,0.5856293656127879,4.0,0.1980856709903206,25.80322473534744,21.19290307697618,0.4549832210251064,0.4569424626328542,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3319931812137634,23.21309141322444,18.87617298707617,0.5980989628789252,0.5902333226352177,4.0,0.1603786660560395,26.051952016531462,21.23491991557683,0.4197987553392157,0.4192364926119384,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3755471799199652,22.51149991320069,18.33889292852646,0.6172389592037655,0.6134592299516047,0.0,0.133068723882537,26.49261585982528,21.726168938274284,0.3929455525425717,0.3861975274489776,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4146362312886,22.02664074891786,17.991556696668056,0.6509659322917548,0.6447812639419823,2.0,0.11250195473525,25.81428923310101,21.19220969655257,0.3708431363753937,0.3590217748409787,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3498941304140376,23.00513562193936,18.96046935219429,0.6061010449078972,0.5979140852642871,3.0,0.189474416934658,25.49182900560601,21.144549316754304,0.4739203071175448,0.4596860499840938,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3846260483349382,22.463239860398566,18.142252707678004,0.6233124082506523,0.6180990696638985,1.0,-0.0217686176956641,27.63767551093223,22.37235176545249,0.3494834841781212,0.3367095647135453,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3768113500452447,22.74382074819636,18.431014386778973,0.6195480575661121,0.6125966106461493,0.0,0.1053281942521915,25.992679438405787,21.26706623622124,0.372768702729963,0.3618601479495003,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3333658403722223,23.40325595854544,19.3373470737151,0.5954417692509841,0.5863390034968524,1.0,0.1240869801691286,25.923999266989355,21.56285270548805,0.4559188139033852,0.4565593538568887,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3443280163746861,23.0000375039188,18.797951982988323,0.5867998089406612,0.5752318040906707,2.0,-0.0389229401080966,29.234474422628875,23.644778081064096,0.2759108973249724,0.2725332820659141,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2753249913528632,24.563488939633228,20.48129972180154,0.5773850939233751,0.5693803300229862,4.0,0.1428818573916708,25.00790599997181,20.505638076017867,0.4222644352831588,0.415541882727199,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3624403026454046,22.677353540378217,18.4095735122078,0.6060790958580378,0.5973205015389725,3.0,0.2401470429431524,24.98992242566737,20.60992186249607,0.4964273086020401,0.4962720248112992,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3563735822436226,22.60635651849893,18.381617396288554,0.6045180557549008,0.5998579705524036,4.0,-0.0245260614558204,29.49346464642296,23.79739947310243,0.2668388605949754,0.2701069031878875,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4164343396142215,21.8542379322922,17.59761612775733,0.6502632246862472,0.6434541910504924,3.0,0.081871107265303,26.944322791031464,21.963814347330025,0.3570984107763101,0.3396550558653907,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3513317931671889,22.743022697233755,18.48318408028856,0.5946253741950628,0.5853998135654988,2.0,0.0735111202533334,28.0056767354639,22.475115804504227,0.4297824778829909,0.4204290898228063,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3555540472645861,22.76746162669161,18.482364591795847,0.6025752793858511,0.5936063808362735,1.0,0.1199921188710646,26.704503215090625,21.74552909263929,0.3969251793450665,0.3964059233510343,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.35728674277658,22.939467858642782,18.52836503785592,0.6119289241062534,0.6027146167604354,0.0,-0.056690223315895,28.84149566899889,23.222189672436247,0.3702320838191046,0.3648205363059299,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3433198370162625,23.29341502966496,18.868831839108083,0.5913327673851738,0.5842007533753347,0.0,0.1397029225928413,25.673126677711053,21.11549587499248,0.401724321302686,0.3994994917429358,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2930965990648774,23.81635722753453,19.65429082610588,0.5589139852631096,0.5512308882768553,3.0,0.1942257375622877,25.677331400495664,21.595979948802448,0.4536202742976035,0.4532729642032079,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3148310575166179,23.47346264901493,19.476199763876046,0.5695234209867861,0.566683351315423,2.0,0.1008053563399139,27.29935941237945,22.68580598042022,0.3449545484551285,0.3421679849566503,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2972843269545715,23.877806851457205,19.76102111518088,0.548736192531985,0.5391298497729621,1.0,0.1838466972484453,25.63250475130572,21.15786234937172,0.4499963172705159,0.4534189258484989,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2888336127242789,23.819114979138583,19.757162856943108,0.5447436749248993,0.5390454053509093,4.0,0.1525784462487305,26.699731091112824,22.162213640382856,0.401223002008428,0.4054358361640087,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3460253594619503,22.8178794912997,18.44600887408116,0.5959430177490246,0.587469571441163,3.0,0.0553723255084256,28.27355021097616,22.636592257703697,0.4361030300133446,0.4422705285056384,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3293246150889053,23.44009570964644,19.080911007461385,0.5819522860866313,0.5718741835960656,2.0,0.0923582182989785,26.671517707777053,21.64067478104681,0.429753336096777,0.4241902326127713,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3499734661477099,22.77423833184859,18.582026336430108,0.5931508076727248,0.5837525367223063,1.0,0.2369782629951291,25.64074278802149,20.877801503788447,0.5039305117999822,0.4960841112461773,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3070132359183026,23.739935977387468,19.216786773825472,0.5752183578655412,0.5684949087484508,0.0,0.1097160125836673,26.65061706805317,21.766659571081423,0.3947524085052112,0.3685539127442134,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3394484674122403,23.39952523255661,19.240428151549622,0.583302271880962,0.5744728145693547,4.0,0.1674103910974385,24.733994529637823,20.44523628218505,0.4305509783565244,0.4220242254903306,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3427803161019813,23.13451588626401,18.88859302711137,0.5913352414040908,0.580723792990391,4.0,0.1972028247295296,25.051115174219188,20.643230395543664,0.4504535664961956,0.4371586390517075,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3511676595361734,22.720249928637607,18.70795029570375,0.5962656983539932,0.5900131427593375,0.0,0.0425336642358178,27.575491008522445,22.926987554216485,0.3384190153586721,0.3367366402341079,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.36530120431054,22.88159882768107,18.866260006262625,0.6136546824928203,0.6086883135296418,1.0,0.1536012380412195,25.422903422557443,21.07582787684641,0.4012574078575305,0.3899994358572897,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3389153540292394,22.82469001232036,18.68586216665252,0.5853812362068558,0.5799403673534628,2.0,0.2107977189761705,26.37618661158772,21.48960033948312,0.4806695693238493,0.4881765012216072,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3552633305849031,22.5439291845772,18.55362643140975,0.6021926330082747,0.598369563592518,3.0,0.1321307026077632,26.84731869821661,22.38596947418709,0.4130176000641842,0.409167845328528,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4015288953638941,22.02874114034644,17.965474164520444,0.6357645068381013,0.6289647181726935,0.0,0.1966028709598034,25.073290429694165,20.6303547151365,0.4692143361237906,0.4617944260423263,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3790098694129687,22.42635545824185,18.43425319404511,0.6225562967203809,0.6140693777780444,4.0,0.1805326148982171,25.7499330943686,21.21428048900053,0.4607757750614179,0.4734501026597183,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4298858495858368,21.71268111519055,17.592877262854586,0.6571030314198725,0.651187993328186,1.0,0.0997320444421596,26.290357034169745,21.79971110598259,0.3815624701652413,0.3706051491611618,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3772329241767692,22.47031998128869,18.163644504108603,0.6212717530585212,0.6128746436480248,2.0,0.0908322279411807,27.14507445909976,22.227470943854748,0.3687367977673536,0.3521621228066559,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3769067646281446,22.418755766403564,18.08122338766836,0.6270079980078741,0.6194205795583775,3.0,0.1344555505108713,26.11403594302704,21.08812858949716,0.462825085554664,0.4553602362608617,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3711699546788246,22.76478192428235,18.5487762951889,0.6113078452198489,0.6039196555270129,2.0,0.1697194620564308,25.3628124327781,21.12872170526797,0.4199235185801186,0.4128364054359209,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3623913669615737,22.694276460559006,18.69139089456497,0.6037403297668155,0.59952126781916,1.0,0.0849702502475625,27.363329696066828,22.60790404521404,0.343673732118523,0.3392622047490874,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3337222279559049,23.27468272366053,18.99656497258105,0.5826537761531491,0.5741235821420533,3.0,0.222989725125018,24.96667347386661,20.507460006223816,0.4797272691609863,0.4870359114226674,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3295666875986787,22.99244240643428,19.003491545849307,0.5877023722759736,0.5832291548463884,4.0,0.1102105326383654,27.13773963210216,22.58483721569417,0.3927984607679481,0.3852707767392848,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3219392618767565,23.34716014566734,19.330894304104643,0.5762917374826887,0.5674912330107239,0.0,0.2384984269773777,24.80406995028651,20.378343882585643,0.506846370927431,0.5019515649665851,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3860519385965997,22.43173547817248,18.215116648586907,0.6248773988302618,0.6177734108976467,4.0,0.138794830171254,25.901890955284003,21.33989364311801,0.3996897063987211,0.4032756230018222,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3851696408447707,22.33308000177244,18.23545410431217,0.6220820733801089,0.6142354703659225,0.0,0.0835008924452361,26.818638959598868,22.31433855619904,0.3776804733369591,0.3684584756192339,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3649274223900305,22.65809951987304,18.540246252467075,0.6051580221281987,0.5964291327464042,1.0,0.0959450504501383,27.219432070417646,22.310799901718564,0.3679725061032245,0.3566884780753649,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3978618005377388,22.360470131010644,18.254620750135537,0.6334249020011283,0.6277854319492672,2.0,0.0908220700161567,26.1419671649494,21.56372494463552,0.336884849076298,0.3235715707473625,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.351368330111883,23.012397754611737,18.65336604477061,0.6098668875737043,0.60165891710369,3.0,0.1366142180905726,25.88828090651988,21.425235956930564,0.384208359300182,0.3708252073759644,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3011317903385722,23.667319059000256,19.49567262279147,0.5521540987028632,0.541706491862304,2.0,0.1963941824928743,25.68546065205248,21.262814642267465,0.449254549424103,0.4530129410635075,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3259735767104375,23.522838074212363,19.4184363669642,0.571666257355376,0.5605417076184287,1.0,0.1254276537493553,25.805530590508635,21.469929689135245,0.3998565193537038,0.3856931267369746,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2998126753964147,23.86972338266017,19.70334469001592,0.5481620626495533,0.5389665181376425,4.0,0.1864128193303618,25.33253380350565,20.59619479505359,0.4727248303780098,0.4863583481088686,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3132311505183617,23.61890674297086,19.31586916433488,0.5642959720968668,0.5580437335402169,3.0,0.0359440465281373,27.634499237882853,22.559249745817667,0.3708855459787399,0.3529085275025906,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.329296383822764,23.26028832728682,19.10605620835601,0.5759133029052059,0.5699726478568798,0.0,0.1412923570820683,26.28684795494025,21.75958968923513,0.3904012337894691,0.3782351695545234,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3498293598181801,23.22626003216876,18.956556421487125,0.5943428593132869,0.5860009108967215,3.0,0.1175071151687278,25.75947265938333,21.311545821982502,0.3827370127963538,0.387582720981412,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.306494969870377,23.38971231033311,19.31033289217037,0.5631986422384926,0.5592356796566024,4.0,0.0778478160533451,27.394049971649743,22.75544873718373,0.3962722171548378,0.3882957550197692,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3231183236167148,23.307330169125,19.107829341972256,0.5695642996946727,0.5614486183984226,0.0,0.1292599048451466,26.89184537392337,21.845874719119944,0.4288070125686352,0.4178031571933565,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3293848170378046,23.325056347129067,19.20617956036775,0.5752684545300841,0.5676528210236585,1.0,0.0568347532366501,27.617018584059053,22.69186836569129,0.3193408041488415,0.3108672428420638,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3379276942322092,23.21017655156232,19.13935784274293,0.585478870042003,0.5790478292564138,2.0,0.1246476519443696,26.20049512293108,21.491257758071367,0.3786063748353427,0.3672940875254719,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3282467809907627,23.341131885359008,19.045982193178443,0.5777969603607636,0.5707093571500325,4.0,0.2286690905154639,24.976886607568225,20.7218701583638,0.4801966587893691,0.476708290864011,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2984616692948769,23.992794455401818,19.669339681058524,0.5548092308641663,0.5473131673911362,0.0,0.0446779173694346,27.279383872279944,22.114277553873457,0.3926526239490642,0.3854409140386358,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3196351925746157,23.3742569010209,19.34534489779412,0.570600848271983,0.5668162070402867,1.0,0.1615342498446199,26.30503089000959,21.881505368006817,0.4106789997022306,0.4053565194004338,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3474087099106593,23.16419924611482,19.01478525920494,0.5896382588680668,0.5819990064100701,2.0,0.2232569155372634,24.33346333535833,20.26532516213652,0.482216318826793,0.4786243645655986,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3367977542747018,23.050605618869334,19.023151433754308,0.5847044650578528,0.5798787133506367,3.0,0.1568146946453188,26.543279796947303,22.049121364773416,0.4381628667203741,0.4345971570851933,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3771676521123971,22.7455052663892,18.548234518147574,0.6170162922909446,0.6086383619776699,2.0,0.1168862849308289,25.75587063878457,21.341595636670576,0.3729458778453814,0.3692962526580414,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3629050399110437,22.591543371027857,18.431852794232885,0.6045105529505381,0.6009845313581993,1.0,0.1814166662391053,26.15157665069487,21.601615928438367,0.443580400804021,0.4423839954199288,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3398395054462891,22.79193493701671,18.77955930655246,0.5884116807299309,0.5834480318438536,0.0,0.04706394870332,27.91571083037521,23.142022057328624,0.3713136949995865,0.3710968626871022,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3612941712394865,22.93227721298215,18.724131317834125,0.6036295613286354,0.5977746758975938,4.0,0.0992001787424561,26.2358493482308,21.55101325755251,0.3844601530911381,0.3655908072553118,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3450140852465889,23.149655217400664,18.914663655406205,0.5900304015276253,0.5831434887148343,3.0,0.0952072555795366,26.445319671849497,21.44502320991217,0.4092734251276049,0.3909112859089556,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.321748727649038,23.62411036487844,19.43964866844842,0.5715813911217793,0.5640821338843987,3.0,0.1961800336126923,24.85376039688631,20.574371383116272,0.4449870600361248,0.4405000938152065,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3443130359418315,23.27422582385941,19.079656525029726,0.5881522749317974,0.5817136028987787,4.0,0.141330084647673,25.6334607276391,21.2630912035876,0.3844225053467891,0.3643863091265232,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3404530257626349,23.217681310519414,19.055761891946087,0.5844656388896206,0.5772023903424961,2.0,0.188369210636264,25.278522611361257,20.98700979391493,0.4450188380316743,0.4306426812044016,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3211619954028247,23.322256251527648,19.23384283672342,0.5678488227708846,0.5641592159917512,1.0,0.2207183925298328,25.63521982522399,21.29260641345367,0.4789656970169054,0.4669325679077035,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3117668632358699,23.5508275927276,19.539157117636627,0.5647121680266959,0.5553394533210573,0.0,0.1789078075912333,26.03837834757761,21.562647809840445,0.4264869299486279,0.4284296727131433,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3129631135240273,23.40573209417951,19.40533616095047,0.5638739891108736,0.5594679119705493,3.0,0.2079109041771294,26.00919660935743,21.21775771579489,0.4632562126192046,0.4649252804623798,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3531036691894422,23.119240445410977,18.89822337367214,0.5963829799256345,0.5913020549336883,4.0,0.1428111430027432,25.171638960479576,20.77633098643564,0.396122769290304,0.3686815453484243,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3496696251373399,22.87477681483089,18.58674195233122,0.6015195686327683,0.5957530979741954,1.0,0.0954334018964008,26.95126122590252,22.29704025410417,0.3382462637816013,0.333231134313467,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3612024422318168,22.890257654298274,18.763496192339502,0.6022452235649622,0.594907130690691,2.0,0.125615886315127,26.23299914836548,21.69681182890089,0.3832195606661763,0.3712137229455745,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.348014338514083,23.042209603068404,18.873181189208307,0.5904385066475141,0.5813580907012922,0.0,0.218376314179335,24.9215295047599,20.6948463330754,0.4753438677737195,0.4752066189983449,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2869797012235869,24.16549106387154,19.97721880676403,0.5414444938039084,0.5314382705487236,4.0,0.1884750315871394,25.10980282981829,20.948208400585223,0.4361925504754473,0.436824302537358,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2727948705688759,24.10425486493968,19.95006205792321,0.5252169715290541,0.5168373150355133,0.0,0.2873970032210895,24.80737332416521,20.1777573514615,0.551555432032605,0.5514560435191441,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2737179836715335,24.161527163724823,19.96701664323988,0.5262071275112166,0.5183416675358377,1.0,0.1372210585700537,26.707991022834705,22.000354070040927,0.4107883841690329,0.4029127066000722,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.311443151473438,23.86353092158241,19.76846280200298,0.5629398160921084,0.557063755567415,2.0,0.1153544531467648,26.054362885837392,21.821377260851623,0.401608814152678,0.4005631868879672,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3175542516847225,23.71505592003378,19.618934658227648,0.5654891013734991,0.5591199624229287,3.0,0.1284694196030356,25.97691471945604,21.87144747602788,0.3910680596225607,0.3902289121892988,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3002553520347515,23.79328917683453,19.71432112365896,0.5483091201471634,0.5428315473154721,2.0,0.193978300511489,25.23126805071597,20.62532752193547,0.4644915261118416,0.4553426540208589,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3035191869440522,23.62606928099196,19.460470735477443,0.553344687666017,0.5492302351536504,3.0,0.0750760199771504,27.73513029853459,22.7757467738889,0.3385571129302763,0.3397771264287854,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2913278702842853,23.764378622694828,19.52610565625225,0.5421248951117508,0.5339452861431263,1.0,0.0308258401050924,28.492692378362616,22.69025876382197,0.408835261212561,0.4093959697666098,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3156538714304472,23.671522899300303,19.64101051819541,0.5667823216786806,0.5589282950491841,0.0,0.1754307713225634,25.264053258356363,20.86462873791979,0.4537227998743525,0.4531958279186301,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2973677610383817,23.786001558400283,19.707023704949485,0.5483990828630265,0.5378270147225046,4.0,0.2416414186910923,25.15436810816076,20.80450392529092,0.4942420439360643,0.5014916343183716,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3531656205610998,23.147902190315246,18.74065242622545,0.5964842510316882,0.5918116432218231,0.0,0.0308670847187794,27.11629197420376,22.50471003763949,0.2965148760949271,0.2789503172378775,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3191401702185453,23.614835387585533,19.351925821199828,0.5755479525053293,0.5691019957302502,4.0,-0.0232712168316491,28.02227011651837,23.21568411853013,0.2562823014280145,0.2394746401778552,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3181669205116973,23.51563711326083,19.277261687816463,0.5702207363851285,0.5633558156260395,2.0,0.0665208824573992,26.993791155033644,22.152163525870403,0.3284523348145608,0.3206446952596426,2.0
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nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.210125824349312,25.588517197254404,21.238489739224903,0.4592502692105387,0.4538394652071131,0.0,0.0338855408788887,27.014416189229003,22.685605900407808,0.2450269342086838,0.2403143110311205,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3681107965891141,22.62796669354512,18.37441102918039,0.6083958998459191,0.6005446523600874,4.0,0.312143191609913,23.65331490737677,19.26738388440941,0.5614287390144981,0.5593517336061056,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3898544249319614,22.2320329049228,18.16265414151608,0.6382207671430934,0.6311643296166918,3.0,0.3207779677957251,23.51785310491909,19.21355695341139,0.5804811459367577,0.5755771161046574,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3684953622947051,22.602966516591056,18.309410643795403,0.6131313763167108,0.6051350511428605,2.0,0.3066487099415957,23.80767900887884,19.298280850703097,0.5582738835072996,0.5558458027793491,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3603078892357546,22.83851591301,18.63061776508447,0.6036803841496264,0.5960267514499245,1.0,0.2873170230959881,23.77293015667302,19.32486526236131,0.5410482896863016,0.5353532619085106,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3897738079409562,22.239023582870665,18.15423286220961,0.6303611825339276,0.6255106984595273,0.0,0.3176751213758541,23.54532584690565,19.144312695858705,0.573442187492047,0.561657610187069,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3900134776804168,22.226488137032824,18.20544714046269,0.6333311104756498,0.6243447361230697,3.0,0.310481883543488,23.706943964130403,19.36891762982624,0.5659745121981368,0.5587388992665029,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3986150856266124,22.07992405571957,17.940359688047305,0.6394440766053278,0.6321893264988915,4.0,0.3131724419833791,23.61429636620329,19.224352423325744,0.5730535028902253,0.5666451598668707,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4052781931570214,21.94889575204304,17.877175132320662,0.6438400196032905,0.6385136335879833,2.0,0.2868039252354504,24.09878597624289,19.63885953957241,0.5464917592821326,0.5373151535659525,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4132856126822154,21.82857434332806,17.392436842305344,0.6594126293738287,0.6543287278968497,1.0,0.2731422127907394,24.20279372755152,19.33370178113593,0.5432372050491885,0.5363535332887978,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3436234832545543,23.06325139796894,18.980851195126647,0.6099984561092663,0.6019579458945352,0.0,0.277327488676552,24.240384016566416,20.02783542710705,0.5512628603255546,0.5428649849676943,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3413062970382711,23.1380775587354,19.05031850541094,0.585252774659382,0.5772420614617609,2.0,0.2912302028438253,23.85751698465144,19.6594323744493,0.5399294763864956,0.5296508798464109,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3490733754415158,23.000179070814248,18.84026564922,0.5922409422663317,0.585021212825494,4.0,0.2994672234246942,23.7293102378905,19.431528895758028,0.5517973243803524,0.5438581994121079,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3146495172268213,23.560883979787583,19.4443325579465,0.567498375628849,0.5577159601918499,1.0,0.2871096406142666,24.099691237102284,19.92440934409188,0.5416712259753796,0.5357874642929019,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3266243865840537,23.36172260084616,19.240636772173502,0.5743640404451951,0.568812380769175,0.0,0.3032946984019216,23.791298788706705,19.681204993208645,0.5534769084223605,0.544301707199813,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3191168033618341,23.552697816318403,19.35662205576226,0.5671753874574671,0.5606775129241583,3.0,0.2851124914200109,23.848311450815,19.595454239661333,0.536355630544163,0.5296548125921686,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3963646260184432,22.133275135626924,17.740843843741388,0.6386795042952669,0.6324204285283216,0.0,0.299871928286336,23.790190163882063,19.14390181285092,0.5639228050856326,0.5567167979218292,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3392183460987927,23.14926525116984,18.650188580902192,0.6064479722848267,0.5990171140864191,1.0,0.2751084048550533,24.240334597741644,19.58941012792251,0.5528664371770181,0.5475165922871525,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3659717164393807,22.64421478923852,18.30869715616662,0.6092249711352882,0.6007118419336915,2.0,0.3015984644934791,23.92584109269496,19.464913905205528,0.5568715627585771,0.5520460331459538,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3609828945372615,22.715386537645752,18.660196643428733,0.6025904216768863,0.5952124445175192,3.0,0.3068774414001073,23.90867727473336,19.619570691515086,0.5547307609127964,0.5460887252182862,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3841134019908195,22.29957112252338,18.082111345619776,0.625998844689582,0.6184126919390606,4.0,0.2821271595784196,24.333963781732,19.78898142028986,0.5392536681703191,0.5301470711953777,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3419879114216028,23.041704378281985,18.812422411235907,0.5852698050962234,0.5782046592332304,0.0,0.2808301529671163,24.38488785963425,19.898619303507765,0.5348841361838028,0.52983550769029,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3198444041756391,23.50402475829004,19.45856491638512,0.5678449188031177,0.5606460512450009,1.0,0.2713309130700754,24.227489218754823,20.06488833064932,0.5226483375366999,0.5172548172537118,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3543582569838562,22.83923096508057,18.671263719790893,0.5959266748944932,0.5899940397369409,2.0,0.3040688414401334,23.92901043894531,19.693252901149435,0.5535166610846527,0.5458026268725005,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3317692931366786,23.27701365096961,18.94533382934693,0.5835014052490316,0.575390700949526,4.0,0.2998562407493461,23.832874385977767,19.369798550137148,0.5551104536209353,0.5484343562432612,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3406486979018385,23.068290753159594,18.781249383402727,0.5906350253500252,0.5834239180559743,3.0,0.3030406578495355,23.99449987801397,19.59789150935967,0.5589768695609105,0.5502036825072912,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3474978708918449,22.990730721306992,18.88659514768081,0.5939445679173389,0.5858185690133347,0.0,0.3043895483689599,23.798227187813765,19.600575772579585,0.5572088187151996,0.5504932051106798,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3728787038000711,22.505166310042405,18.34740155266753,0.6106674352629671,0.6021356796972019,3.0,0.3170974171347152,23.72054944170307,19.36206048931291,0.5650309107370823,0.5592683181331117,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3450839923461998,22.954078978686457,18.85617382434006,0.5949586614987445,0.5870318726552105,2.0,0.2918104862136578,24.337844445798183,19.999533581880165,0.5457332450129007,0.536773893389978,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3714953915550336,22.59034640185592,18.27574888374168,0.6153719474810148,0.6072029104021286,1.0,0.2945248593583165,23.85676746972932,19.329062252644373,0.5521316114454,0.5467053834000827,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3177057016031979,23.45995348701766,18.96329185695513,0.5924860662965555,0.5851881961533485,4.0,0.2616840654382031,24.71966987182417,20.08094920665831,0.545677379495189,0.5381818350277267,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2915373656657751,23.97136030928725,19.76015153092488,0.541955146666123,0.5353077111509935,3.0,0.2747226840041209,24.24113831761029,19.8822839259023,0.5255122739444011,0.5210043804736617,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2941891649224222,23.94773315092612,19.897129987564128,0.5465904799124236,0.5397371320747945,4.0,0.2628483103330447,24.33971278629592,20.24742337508622,0.5176390879630623,0.5139906571118643,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3265676048191297,23.39364655917993,19.1466008098656,0.5748806966790467,0.5669525600972873,2.0,0.2973259444811568,23.7687509419061,19.3603031348132,0.5490805149120155,0.5458554806513969,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3008121990800814,23.830081388788933,19.523923560262205,0.5579078549248816,0.5509981004516569,1.0,0.2607943413227924,24.40005876439648,19.86141696781948,0.5290887559655,0.5181160821033578,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.271798844221634,24.23463783124603,19.746832983344053,0.5512812537123309,0.5449922555641357,0.0,0.2560195732419974,24.82505165870741,20.20413518142554,0.5342618343072161,0.5277052459193926,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3332370058244817,23.26500920987474,19.187794866063854,0.5791479696960695,0.5716998791483057,1.0,0.2686589887747161,24.301020801937835,20.101781444503853,0.5189595702332919,0.509182087862295,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3363728321777215,23.17722503742924,18.850062357796062,0.5894906700814891,0.5814082313170132,2.0,0.2907095294259397,24.06659635680717,19.56639210862949,0.5508992122163696,0.5420244552061603,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3264496552025283,23.301903801448614,19.029419356074424,0.5763365749501091,0.5679235115893932,0.0,0.287180022236272,24.322373054775245,19.87635578053355,0.541134541826238,0.5372404127956583,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.324276313040623,23.4142254512698,19.40125660965376,0.5833971352456353,0.5752548246187014,3.0,0.2798480736853349,24.142113653670407,19.92935582846493,0.5426209399691261,0.5370004310357488,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3451566567562436,23.018056818189983,19.012591693762143,0.5950967527086901,0.5863686196616575,4.0,0.2724011459356054,24.396605296166715,20.10197922914644,0.5282122727524772,0.5178605742263007,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2570662016511721,24.558609877442144,20.11894179110529,0.5369481167456193,0.527968436003012,3.0,0.2399027393123757,24.77224377613254,20.285224394342737,0.519501586861546,0.5112257605285395,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3572282202103043,22.877770013799488,18.734128935701666,0.5993308558453128,0.5932194257546844,2.0,0.3119349093694988,23.419535798263773,19.264858871153898,0.5607422420445317,0.5509637820662723,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3324863012423795,23.22336543182315,19.02078248926872,0.5793516419086812,0.572676034470035,0.0,0.3232564240697161,23.596410599183045,19.377106114223523,0.5708606704029213,0.5603861814289386,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.360384110407799,22.766921231960904,18.56540713553541,0.6040175673757711,0.5965922589727312,1.0,0.3075463972102035,23.727267189598617,19.50894200844186,0.5563251448624499,0.5506112779702846,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3593385865337766,22.823316268960657,18.58656575322621,0.6038901621103293,0.5966974029889491,4.0,0.3034700650694034,23.63985988161469,19.170237755585468,0.556279680980517,0.5509671232239158,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3651537108449186,22.72056972070025,18.643143330382635,0.6212518062997603,0.6148691146056727,2.0,0.2665812705269405,24.25247544710058,19.952240298015003,0.5425416348654245,0.5354310437442169,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3776355587194975,22.46341163276752,18.426098502994734,0.6180374388973167,0.6109553745675421,3.0,0.3198656965780938,23.49265562963709,19.29270409085709,0.56972018266488,0.5650932285491931,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.367239483297728,22.64396647510985,18.2919623754686,0.6206866092137291,0.613358338899289,0.0,0.2974217539492021,23.903448434250755,19.282151903640383,0.5593291658164736,0.5528968835317944,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3756071439512571,22.50594563977482,18.407575517108302,0.6137404622969818,0.607171689617371,4.0,0.3067018419998498,23.693564801829776,19.37859472284101,0.556146565962167,0.5501095614984546,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3550330940462093,22.89900379185189,18.84476189707325,0.59967642041837,0.5908393561189563,1.0,0.2986848316092388,23.722559984072863,19.488396947893825,0.5516356133340103,0.547677878235188,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3124893542161487,23.57833639126831,19.53682684098604,0.5736351128331132,0.5658777068035459,4.0,0.2987325668940102,23.98014385131471,19.93023203484148,0.5589803533351718,0.5553393628248118,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3517101070680112,22.88036898537764,18.75107021584736,0.5946959482619144,0.5865748856458168,0.0,0.3086119084718565,23.875256299608097,19.680786013296284,0.5556766371985742,0.546035373584601,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3130069902420646,23.62201785886566,19.542836538138253,0.5854200963572798,0.578902225031978,3.0,0.2652582817541791,24.328352274665345,20.14430722414464,0.5481577123649135,0.5407837391747411,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3018462343116579,23.7971587319199,19.71880567177875,0.5515473222528005,0.543046025875748,2.0,0.2954745348032709,23.884648030787705,19.777136607608423,0.5476784084017815,0.5398163223079344,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.316610230039919,23.4989875892921,19.51049810248168,0.5758507076995306,0.5682143997735111,1.0,0.2951808557503933,24.07661472128339,19.9670651043767,0.5542281848115339,0.5468159782792904,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3492583821807785,22.93943024664313,18.79317415190669,0.5918615307983778,0.5838114821059157,2.0,0.3169866035374209,23.66621581434261,19.51205847991936,0.5640722371575351,0.5635791838966389,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3276270507453623,23.339681943739823,19.333896259664566,0.5902262789442568,0.5834873093812374,1.0,0.2797638185401437,24.211114393337347,20.074837123527058,0.5435064806100417,0.5352312786618519,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3568801474708333,22.818851407797705,18.656777129263983,0.6036817519250973,0.5968525540751093,4.0,0.2970110637241165,23.946762057323365,19.63439433880024,0.5480164753055876,0.5394121590271526,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3511240414548967,22.97301311295342,18.894302505837533,0.6065516379828745,0.5987893347800473,3.0,0.2795064822933393,24.02672542623513,19.71071392104861,0.545740870887623,0.5387031252862924,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3721900694436683,22.555629604483965,18.30363550352787,0.6136198161216821,0.6070499426198601,0.0,0.3074756155556273,23.73023904649613,19.25813678709789,0.5591044714302991,0.5512599619597348,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2900391566605654,23.993769611380987,19.86609908292068,0.5402603346627725,0.5324696905357158,3.0,0.2727894958835344,24.28578857383297,20.177834313667702,0.5244382795004503,0.5198548545553384,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2854022758676211,24.08517108169864,19.95430608295353,0.5498494411621825,0.5432032892752999,2.0,0.2514753312172625,24.584138098228067,20.446363110566,0.5153137930071658,0.507765913297296,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2993441896064328,23.828308862785825,19.73389605512746,0.5499103396218465,0.5427149481621574,1.0,0.2913609390055527,24.00474562463289,19.83219901349093,0.5429175804916764,0.5381798422979669,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3060886614790927,23.703145437642792,19.60632269786922,0.5543897066685971,0.5483908049099149,4.0,0.2915928673454837,24.04141435192232,19.905972712379995,0.5407482785304311,0.5335477043525868,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3108151965441845,23.64475573407492,19.59070302000004,0.5591218928887249,0.5512155584003516,0.0,0.2743300802359466,24.23920745144446,20.00422781554933,0.52611174799927,0.5215651017745982,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3113162489332385,23.638455749349443,19.578923519689507,0.560124569436617,0.5544600485677609,0.0,0.2854691041531082,24.04426060748688,19.929867381120847,0.534615981882034,0.5286909327376214,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3095383977983684,23.628923520478065,19.412199561064057,0.5573709745776534,0.5514213862489631,4.0,0.3012463381825,23.93608573051959,19.65866644674507,0.5491910172880305,0.5430942411074554,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3218200710052049,23.4400086876196,19.35542097982209,0.5701081153126547,0.5641961385465768,3.0,0.2779209593427113,24.242139077856912,20.08268058024368,0.5319382774065252,0.5235547269756006,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3296261033186028,23.30943277517565,19.174210719794683,0.5762865744033079,0.5692015553636443,2.0,0.2877817298818744,24.057835489362454,19.75591830446545,0.5396187844697266,0.5368759639442652,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2973081338342409,23.84698574044953,19.673077781547622,0.5458319427590215,0.5390145898265755,1.0,0.2794861031541232,24.26834376656359,20.04623386068694,0.5287034661334282,0.5221036716936982,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.323808218105257,23.393844114952792,19.364613421506046,0.5722989089340103,0.5665638049753547,3.0,0.3036662056492619,23.85511192502084,19.835554407772182,0.5541017037506084,0.5464532857671971,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3333428887110866,23.261364577359988,19.21007225107375,0.5798183727581491,0.572574762000598,2.0,0.2896611626460682,23.95701325222148,19.755809995874376,0.539894838851658,0.5347384972448409,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3267685145120196,23.371318033017605,19.34770596963817,0.5829139244024596,0.5753430394977055,1.0,0.2976646719044687,23.839605617737856,19.648404646597893,0.5552496335378913,0.5498570634015023,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3198163202526006,23.493077463182257,19.23569041475273,0.5692156171968076,0.561433758181089,0.0,0.2870508362039037,24.010706678056543,19.752756121145943,0.5414888327622667,0.5365605351120716,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3219693135603143,23.51301851237027,19.43721873662941,0.5705918198721988,0.5625590067265382,4.0,0.2946955270328839,23.65023536338268,19.549995014679205,0.5457005586668374,0.5371469977832999,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3373557114436558,23.18182908640326,19.09276380976706,0.5865892460213599,0.5781508591542697,3.0,0.2869548372075584,24.025122406744067,19.9156259654184,0.5454798797797893,0.539755852136669,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3518853272196791,22.957545490810187,18.91175343958328,0.5968012736066564,0.5894872437353248,2.0,0.3078676386241601,23.551389726297927,19.37050322910145,0.5563065477643934,0.5475740644078758,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3233099035677823,23.42186926034601,19.412309037899,0.5817514093321876,0.5718536047087059,4.0,0.273824829209529,24.27920447619509,20.104486394726635,0.5382435427455363,0.5333558847599333,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3462708647571979,23.00179804434409,18.853263958027547,0.591018192536444,0.5844988982848522,1.0,0.3006665624167289,23.90735688236655,19.64009947380024,0.5514678920513899,0.5409705514208825,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3341232413507503,23.235744994776983,18.97343890438815,0.5861713266617911,0.5769113371079478,0.0,0.293122309406629,23.93971685970531,19.490898674029896,0.5475401344198038,0.543756723509531,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3147569950500509,23.52819791677818,19.316762256553623,0.5649198191236069,0.558652228227902,1.0,0.2987130332117405,24.02553718530794,19.8390016005143,0.5510101451803227,0.5411384784720012,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3099966359124515,23.67491316809941,19.557375137134912,0.5583520632567901,0.5524468246442429,2.0,0.2869190476481833,23.963269518293185,19.867392026924865,0.5367596890478232,0.524743343677497,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.318738656549437,23.529214911909648,19.36970368858369,0.565145159346882,0.5577911424118088,4.0,0.2927019066942143,23.847220052225257,19.584959318657017,0.5413349152257874,0.5325050215405461,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3195020826953652,23.46951345627481,19.34568569560101,0.5660040775351691,0.5573673061018585,3.0,0.2886165146890017,24.10388074761304,19.800976851375943,0.538731596870486,0.5293707649160584,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3079113054517928,23.664665317910423,19.607782022106136,0.5561325967981932,0.5473160306463889,0.0,0.2949929495796004,24.01339955235993,19.88938286665234,0.5443174487095774,0.5372071942152367,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3232297554657594,23.45479272787731,19.368875479750173,0.574572672495701,0.5664137550139831,1.0,0.2798874398490868,24.0481110599782,19.901781782925426,0.5375265275652408,0.5326596080274836,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3405788038300017,23.10130108859557,18.98346837926568,0.5852062156132624,0.5773959843574347,4.0,0.311424904735834,23.72351289535425,19.502585292848,0.5608291091992708,0.5531643328595389,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3157975627280804,23.51160964279867,19.40698103412352,0.5649164231822031,0.5552763772846654,3.0,0.2877023050792151,24.2071895508145,20.00596305458687,0.5381357869360139,0.5361140193210303,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3348904039767149,23.26913143963872,19.10901937548437,0.5790551846193246,0.5713921888462973,0.0,0.2806352117824701,23.95926395029364,19.623077591476257,0.5309448508972648,0.5232754474302227,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3394670970229394,23.14933923415064,18.86858552733615,0.588970037070638,0.5836719776545459,2.0,0.2676504006591993,24.346827208664727,19.93174139941587,0.5253757322910138,0.5174797975383937,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.288417486390915,24.06002377656206,19.915136601825893,0.5375171961452574,0.5310485914777403,4.0,0.2498538650392201,24.502385464914628,20.24559128481529,0.5004393579509885,0.4951641064865505,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2833560104758089,24.135526314194752,20.02165943486932,0.5330767245101321,0.5263432881620297,3.0,0.2685342696190257,24.23836688084168,20.119423116508887,0.5183888803729995,0.5105426145842913,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2868496292191462,24.049135684724565,19.978658049326743,0.5381454385892187,0.5307105610621736,2.0,0.2557267230714484,24.56206170846665,20.37678859827765,0.5073111358576325,0.5035888525733404,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2888826393065882,24.053437783762963,19.881865231698804,0.5376450495886704,0.5304895060457911,1.0,0.2654167359464968,24.2402310387622,19.94624830059719,0.5159622266966163,0.5075467283411021,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2785132215467852,24.108863012960875,20.01807779534822,0.5295607821988841,0.5226783545519137,0.0,0.2798188373431906,24.48027468684464,20.31327312334912,0.5303571952076811,0.5263028031370649,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3022184329569479,23.768668401012185,19.674425512060985,0.5552548478628465,0.5474130519817121,1.0,0.2837729689858423,24.1759502882283,20.053430513618736,0.5376696997459091,0.5369421001943162,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2987673749439874,23.87985193152263,19.75815028595776,0.5483408416510328,0.5415033706737877,2.0,0.2834130490498674,23.96125922479411,19.84250363560969,0.5330030561425133,0.5228253887518772,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2941990845170438,23.94184878831731,19.75546089302928,0.5441562623560863,0.5366989687394917,3.0,0.276431333655798,24.14705184541589,20.00154245763124,0.5286412028299438,0.5217546343491272,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.306648106513223,23.78871793637489,19.70303645147093,0.5575107100299718,0.5513253654150885,0.0,0.266177375560239,24.065860506246946,19.817018743950392,0.5241302503109218,0.5196028238969538,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.317528750236178,23.525523048391992,19.441877339497648,0.5666774422857966,0.5600620200353915,4.0,0.2579796063010174,24.52795969597562,20.21221425328895,0.5125689634540574,0.5040567700170019,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3264797415443659,23.33459018922921,19.11117747058679,0.5734508648054848,0.5672754489408369,0.0,0.2733435657884082,24.42266107067332,20.01678627976671,0.5245804163638987,0.5187576241792039,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2757090847119472,24.22176846251322,19.604888273261608,0.5484430421750434,0.5440665005537239,1.0,0.2504513755270072,24.703521434979493,20.016985392847463,0.5206529265117774,0.5158363783482738,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2855885819555933,24.08164669635042,19.690316101820937,0.5393136079111929,0.5340970356258038,2.0,0.2516889018262463,24.58270068508369,20.108900944346853,0.5060082653473492,0.5011559926587417,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2762891251575482,24.23500035647076,19.9970960997332,0.5323119114073083,0.5277707839535265,3.0,0.2365252481701988,24.84045113725167,20.477628859939404,0.4928158305075495,0.4862940437344059,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3137244835169859,23.573379573247884,19.160786514782217,0.5678722981996003,0.5652575046734407,4.0,0.2511138183411202,24.71297808933588,20.120403196185503,0.5089495444398905,0.5004165211053636,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3179096010117976,23.54699745276862,18.97987712119301,0.5813304317622608,0.5775409970573249,3.0,0.2368676274786233,24.755648351039177,20.00570185600509,0.5119780613203446,0.502032646233859,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3735952978702728,22.5378871005488,18.31548457671307,0.6172272033656693,0.6134729327095009,0.0,0.2690352276117214,24.344685657899227,19.74950189765169,0.5254741899013684,0.5190886514427446,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3767764452617664,22.484547309017888,18.113670349325265,0.6160180197109827,0.6127982088887048,1.0,0.262184562939003,24.44373849334171,19.68382199607378,0.5203024285606592,0.5145020073628479,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4275277391628628,21.55951156920326,17.29884369361483,0.6548483160552966,0.6508806438598679,2.0,0.2506638806139558,24.58308875874328,19.80830226174811,0.5118578104778443,0.5073918230427714,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3894456539204877,22.249014275166207,17.764383897336202,0.631295870432798,0.6278176906093265,4.0,0.264116793807752,24.4373908863162,19.65152644614657,0.5327019098026575,0.5268391607381049,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2715233724531916,24.28666855587339,19.880023769780216,0.5283494576453391,0.5252566131092659,2.0,0.2230630412827894,25.17485690115925,20.675830916895887,0.4811727747616449,0.4764874505184893,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2817432874011147,24.162960377062568,19.864774181412265,0.5315000464083198,0.5280546935011516,1.0,0.230933808093837,24.8518069369504,20.37688877527425,0.4824775999859784,0.4761270207374486,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2235844166169588,25.13318333907973,20.795316415958386,0.4769170445923512,0.4739212288426974,4.0,0.1819927435052323,25.58582337536304,21.117428497001686,0.431179332506097,0.4198774771436848,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2600083854859887,24.524763648257608,20.21122629131025,0.5099987371169514,0.5034134618172207,0.0,0.2196992533255032,25.035003874432093,20.65437036242445,0.4709247377438638,0.4632466326372753,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2582288392394509,24.49201267503784,20.250345431792933,0.5130434469404831,0.5082385510377254,3.0,0.2219639277156783,25.25648567381996,20.93345277419341,0.4748880950261571,0.4651114800185262,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3358681943697399,23.18991125889498,18.93677544430078,0.5872112847896576,0.5832455764218452,4.0,0.2293770485413782,25.06505466174406,20.510999112605464,0.491899369476559,0.4850790230438196,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3255002260097417,23.34786254803416,19.08044012258564,0.5729093087836366,0.5704656495239881,3.0,0.244037409028796,24.925835711298365,20.391994113712773,0.4980204450905598,0.4910865716638354,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3030251703110121,23.811488738944107,19.26543260545412,0.5801584688628532,0.5773440086304634,2.0,0.1819365220211274,25.59223991257948,20.568916250845536,0.4727980410586662,0.4621521137614948,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2769278320461198,24.20117816212285,19.90093983503673,0.5272592171385153,0.5235634975222765,1.0,0.2133834084797752,25.313046444600428,20.81728762800157,0.4639213404390177,0.4558646506811327,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3353913122591022,23.203273538972468,18.929649362501628,0.5863837872022043,0.5807398965881965,0.0,0.2329958832064216,24.985678329738395,20.36311723451599,0.4933099470341933,0.4909057599993433,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2338397260051825,24.95131133488028,20.700742484380346,0.4923520625696342,0.4842443332765052,0.0,0.1967335240043228,25.41038490275546,21.165893341271584,0.4565407879511537,0.4515885224095531,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2014978987463613,25.444811851515265,21.150364340161524,0.4816798444608878,0.4773780021172403,1.0,0.1859210263888427,25.69973592622792,21.481935603530207,0.4676067853311465,0.4569489570723875,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1894692848542579,25.62635695268944,21.120418997172905,0.4551706089977945,0.447952547084243,3.0,0.1815699552350709,25.804750658513747,21.31580477941116,0.4412881373218928,0.4374832630369262,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2322724643302472,24.96056386897237,20.216743617871792,0.5265484666893266,0.5239554463322806,4.0,0.1974630000086125,25.471833060385705,20.6885979406634,0.4937041208388363,0.4888875867951783,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2638917551169171,24.41225852425413,20.022483662026687,0.5153377607197626,0.5115433329521577,2.0,0.2256253990906568,25.137156138518574,20.72796421711872,0.476718898387234,0.4720103679439518,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3263302318516748,23.347602120952025,19.161412306842927,0.580060836536302,0.574592650168851,4.0,0.2224998221364286,25.217262029081585,20.72938981666632,0.4820831245297676,0.4761686306785589,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3397359677835804,23.162825741231387,18.73016945325152,0.5857339074281063,0.5826170356533836,0.0,0.2455836344007786,24.632800468410505,19.918232531275727,0.5040281541585953,0.5011879060498418,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2350360044856202,24.88707140053409,20.592818173344323,0.5178452178964644,0.5128541357800528,1.0,0.1939625223842813,25.6449210017438,21.31606013379883,0.4750845371254057,0.4685514473120271,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2622124178243957,24.379865692439,19.827943179059485,0.5342092014436614,0.5279873624492777,2.0,0.2087426168922842,25.659273234863527,20.84490271212004,0.4828644826391612,0.4766973701162056,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3285568284809145,23.3054724413027,19.021811018349844,0.5926853755287655,0.589017499560189,3.0,0.2188727292588733,25.2917071316857,20.73525595356861,0.4963671837894091,0.4875938762142107,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2018494809678704,25.421928171299307,21.114268611341803,0.4502817398155004,0.4460536356909757,3.0,0.1865211150234116,25.759879446298,21.37427413948172,0.4327680683139888,0.4257611604315138,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1982315777639554,25.50505284749012,21.241456379429795,0.4554154168795764,0.4509317554220131,2.0,0.1822618242905623,25.72447850667972,21.41214707722593,0.4371938902559414,0.4295084488354331,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1864482823780527,25.66602754343516,21.269719616075548,0.4391376358512751,0.4332144529351507,1.0,0.1851941500445666,25.781105395749364,21.31818390492442,0.4366929396528689,0.4286544893139657,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1510223605500219,26.27592289941797,21.96603557116566,0.4089471593938786,0.4002668189113754,0.0,0.1515580792969567,26.0793935301033,21.787508622274505,0.4115709336401226,0.4049488082963224,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2197851443939474,25.14713252035659,20.84940160654839,0.4691007370588169,0.4633519930888579,4.0,0.202999377603032,25.447694209825578,21.10150482439839,0.4505741285979304,0.4464241473648253,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2665493435832018,24.45502090607677,20.17101382665276,0.5191112146813013,0.5154646493993764,1.0,0.2075446331678548,25.06906548837716,20.62693408098008,0.4597883497666748,0.4532497410943985,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2395048006276872,24.86250504502088,20.497936737292417,0.4907025853756967,0.4844116233435732,0.0,0.1966265634250185,25.40199243014732,21.020930101695207,0.4471510745633038,0.4388236582577194,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2794743792046078,24.127835888231058,19.893332475558324,0.5294588768110086,0.5245446108219483,4.0,0.222056596916508,25.29810618632056,20.837404227300663,0.472618909386135,0.4675327983473378,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2663568202967005,24.389560431766355,20.129428790854494,0.5177568183684353,0.5133838223040469,3.0,0.2235536405323903,25.09600970818553,20.79339984239901,0.4744158187806712,0.4666082165217412,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2379075161692805,24.90362175317102,20.626715190015165,0.5031176646717933,0.4977044841168457,2.0,0.1811871656792437,25.584572343861787,21.129723318189583,0.4467416985675908,0.4370377103938985,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2460675844130281,24.72803869172309,20.55042450464956,0.5070552420625118,0.5025824073577045,0.0,0.2109621997992634,25.286191595134422,20.98500477555863,0.4677066021546056,0.4638351110213734,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2500839813319179,24.6545757893956,20.332149752625988,0.5062221013449089,0.5006220136978855,1.0,0.2202282093888546,25.16909386844188,20.882803909407293,0.4747795066730611,0.4708939824766016,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2584796175518942,24.545339883757823,20.33107556791768,0.5106907340102012,0.506230659332205,2.0,0.214431253668991,25.14124809910573,20.71381789769742,0.4643799374784202,0.455225034771445,2.0
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random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1717764364403828,25.924981545016013,21.62488612505652,0.4147949762296826,0.4102872131435039,4.0,0.158714539226521,26.07832922603626,21.699826985718303,0.3988255051137604,0.3936654853937895,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.171159928022334,25.91882721581121,21.61444390118393,0.4153593962971008,0.4100428223897047,1.0,0.1472436363249196,26.32280824913968,21.84071009658044,0.384770732829353,0.385677438556795,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1783952926988313,25.77894178838716,21.41467912928545,0.4259827714460424,0.4203070464973116,2.0,0.1696843826539933,26.079690311379288,21.678586376486585,0.4139665667135198,0.4061310995167417,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1821371143735378,25.761691175718205,21.451988860271783,0.4272675293481305,0.4230183014036175,1.0,0.1741580567818805,25.843844325296697,21.55390215498157,0.4173543416745535,0.409956228825771,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1884156598846815,25.64478455488807,21.36624011669468,0.4357384322908776,0.4312412569182723,3.0,0.1733597927471883,25.92451167350941,21.556324843475377,0.4168993810054052,0.41543259024481,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1663644536229274,25.999508014490097,21.64904864115128,0.4097621774684969,0.4048341020375321,4.0,0.1621432709617286,26.06884053593756,21.74115231653557,0.4044040235265953,0.4003619028294335,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.18221719005971,25.713369619382245,21.35577315378236,0.4281706901154061,0.4226588437965614,0.0,0.1580431780560772,26.283915014427468,21.93296809538719,0.3996451900991706,0.398441674778943,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8550717167385358,8.590045724671729,2.946249458133672,0.9247008796855244,0.9186014888742238,2.0,-0.3224145222354087,35.00235289263985,30.412891325337927,0.3869429950776758,0.2764286763619882,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7580664734210016,12.252543519958252,5.444367867912013,0.8706701290115466,0.855782759728229,0.0,0.1013374184537079,21.94427234507011,16.555131937218544,0.3978074742102744,0.3704420893585294,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8171495117263864,10.525497586049315,4.592300408569554,0.9039632248348116,0.8926201662984435,4.0,-0.5147747063949473,29.692348191181527,21.79860375499626,0.209927299803715,0.3512177458955635,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8272367602608567,9.824035456696164,3.8981703681582727,0.9095255688687554,0.9004917757796336,3.0,0.0977662483356336,25.59171399916481,19.645816992338712,0.3959364129252039,0.2928380714412469,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7864874356640059,11.489138030752288,4.711016917185579,0.8868412686594185,0.8745868154805675,1.0,-0.0205639358138707,23.1227191636628,18.35662034999059,0.3307007826480609,0.2683145376305998,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7681877998678801,12.408111823264258,5.40563199456123,0.8764632336774341,0.8640040640735472,1.0,-0.1899838041269008,22.99838113770479,17.97257158408004,0.2756475246089906,0.2569402585193934,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7363468574730774,13.375612583736515,6.558832395065904,0.8581065537407138,0.8417651890978736,0.0,-0.4231143198669518,24.89793252672527,18.503819105218486,0.1686242154072361,0.2671982603912862,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7578192182153072,11.88764852892238,5.344140344645254,0.8705281261402449,0.8586145330909344,2.0,0.2196943299455267,22.22680177183376,17.258908250115134,0.5163842582310991,0.4419323851789593,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7173229751811602,13.801555962457387,6.9334796089741495,0.8469492165123256,0.8294812451896068,3.0,-0.0891421655738236,22.57237925842538,18.51618695118018,0.2639958394327352,0.2506519783842283,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.773061301418827,12.132793330918322,5.339903308299136,0.8792390468797759,0.8657264668851619,4.0,0.0335036189830683,21.24141851582363,17.11675617771764,0.3713467821333356,0.3804314220769947,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8333355806779386,9.833457158743157,3.787653466764393,0.9128721601988048,0.9057216383736778,4.0,-0.0382219709897775,25.899540228522625,21.12820058061262,0.3252838922018234,0.2371346168473636,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8466209082770468,9.254154607751277,3.52462082948306,0.9201200511528204,0.911339722367066,1.0,-0.0750642647346613,30.676089501322288,21.43695034600992,0.3260985884225529,0.1868258686236674,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8017987973377165,10.98709888383356,4.840418212853945,0.8954321847388236,0.8824379240454192,3.0,0.1010549500633224,22.497445492881223,17.589092362112105,0.404790151168389,0.3185097703345587,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7534448715807841,12.140886330643518,5.31334590900189,0.8680120228031659,0.8564081274326376,2.0,-0.039272782488402,24.91873805751295,19.30783635820661,0.3132230906197349,0.2941852725861608,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.762950587266289,12.289505902913996,5.387456677934696,0.8734704273608545,0.863245796939253,0.0,-0.0732557662115198,22.39133609797172,18.317245718512204,0.2700909930340908,0.2520254864333735,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8518550492784869,8.982696540097065,2.99007823088772,0.9229599392250524,0.9165969338226718,0.0,-0.4956076904181794,32.78697506186645,28.57101842015168,-0.0109870337052609,-0.049974847863962,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7564289443090542,12.34982421824366,5.54528926947782,0.8697292362745792,0.85324004747674,1.0,-0.0903499862875532,23.92000418641129,18.6447289438926,0.2593645472942916,0.2152564049525332,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8095940939805679,10.511549544562758,4.143076169238103,0.8997744684494078,0.8910062763414529,2.0,-0.118098676060216,26.853405099394298,20.38364018139672,0.2474186201064263,0.2236270234678666,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7671868342461337,12.024794982045105,5.043735724043853,0.875892022077655,0.8634711504036233,3.0,-0.3174817847834881,26.490934127543103,21.06156494702612,0.148262679647208,0.1310358275155243,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.847645531436858,9.14304716934755,3.112571565325251,0.9206766704874536,0.9134953359563376,4.0,-0.5854504380344971,33.059665376314896,27.349421605280632,0.0880246854898478,-0.0714922761594759,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7595444509862739,12.714383937293412,5.856687501284367,0.8715184743191093,0.8548300212364123,4.0,-0.1185035421629803,22.600655673441565,18.090892000597005,0.3479577725404823,0.2912112266336339,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7515875177067444,12.75186531359368,6.0075881638692135,0.8669414731276373,0.8524941843097853,3.0,-1.1005204388383325,30.305080215140723,22.30825111218568,0.0216528772838822,0.1059534874983718,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7940580824055269,11.334749130990986,4.651128908087417,0.8910993673488582,0.8802783454442522,1.0,-0.2183062340250261,24.21766527073818,19.208568399258148,0.3510473971639483,0.2754931450892567,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7223195844647562,13.811784048396614,7.0543541372224245,0.8498938666695279,0.8336815556881791,2.0,-0.495424001377297,25.80176088586153,19.374613593941305,0.1224806756027395,0.1803630574637061,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7480848317056994,12.216507433652373,5.489631655477875,0.8649189741541226,0.8527201742872537,0.0,0.0699089633153481,23.911762316779424,19.65134636561076,0.3578955613261103,0.2709792412138497,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7757509041481703,11.995506822953354,5.042889518035965,0.880767224792566,0.8699906936783922,0.0,-0.3886635596789545,25.56234775853215,19.00020562240056,0.1199827519080708,0.1377366237317588,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7608424810044417,12.52564502091435,5.845369062210947,0.8722628509460639,0.8574309749447118,3.0,-0.56674886169705,25.38400548408782,19.735272841020063,0.1720969281255397,0.1664633706920667,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.912902388143154,6.763995619235698,1.9286996637912823,0.955459255207495,0.9526384319554942,1.0,-0.5143618875965126,33.314615855460765,26.876184768830576,0.0890681659309652,0.0874139569493708,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7796733998564496,11.626012409408013,4.815425691636479,0.8829911664286665,0.8749137903424222,4.0,-0.270274880649096,25.39472093930352,20.22010339752967,0.2340305441072792,0.1104759908852476,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7959020140922983,10.9547426229895,4.496011615176082,0.8921334061142263,0.8842314951971706,2.0,0.226642278320001,22.11672776384043,17.687585947929172,0.4991495810252808,0.4732757025791143,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8741877405454629,8.129626211861405,3.05600720812451,0.9349800750280096,0.9262796450672416,2.0,-0.0015954502842105,28.29443089564849,23.592712743737835,0.3638053159273681,0.2904371394993862,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8504752082202852,9.028649776734648,2.818087934515266,0.9222121276548308,0.9190660472855036,4.0,-0.8040159812564527,35.22130198372833,30.411553265367235,0.0977884516157776,0.0085505093668853,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7641659924916662,11.996181397158162,5.350042613336006,0.8741658839314721,0.8607593121723368,3.0,0.0400722006395707,23.38985152534758,18.40570798321305,0.3951944507014947,0.3518817949959747,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7895822186301701,11.363933944520918,4.541836719231411,0.8885843903281149,0.8799602665193553,0.0,-0.5798695836648733,28.501631633704843,22.831029682089817,0.1026634422763138,0.0798470299432645,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.795003155455296,11.082100195523088,4.3006602236164655,0.8916294945668216,0.8832697660392539,1.0,-0.8064823308796598,32.85240040832186,26.33496251347089,-0.1675708361648697,-0.2251031721103648,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8095257126672837,10.375777110504552,3.9374400159086624,0.8997364685642448,0.8905081010170379,2.0,-0.2303898530173809,30.70100103716248,24.35829897043359,0.2736649590034813,0.2467310214912367,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7739651104419001,11.920100394307417,4.760086947952242,0.8797528690185223,0.86975346088099,4.0,-0.5413888856897349,28.89159522516276,22.60751913146119,0.1787432083288331,0.195689517424692,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7984473056716822,10.812637000461049,4.596078384304161,0.8935587870067085,0.8819289805908239,0.0,-0.2040962593054112,27.851542683060416,20.575278673009176,0.196188978760546,0.238720061297417,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7601486880113726,12.27205951639065,5.388126560927066,0.8718650630287482,0.8622632635427617,3.0,-0.0141823051081193,22.39938141438772,17.308560077884653,0.2985193689422202,0.2332715433271223,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7432835297742175,12.230403481805238,5.5558130656702165,0.8621389272763716,0.8505504394536297,1.0,0.2677538145088924,21.32671067522122,16.900712449622876,0.5413744937413041,0.4878886513426789,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8244582270120293,9.916721674979172,3.707076634149373,0.9079968302861012,0.8995551277077833,1.0,-0.1884843253465473,28.08718422640049,23.37783571393658,0.3029377123594928,0.1933109253170811,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7629539690771288,12.018995315082254,4.995293463053268,0.8734723801312879,0.86277713854499,4.0,-0.2564185955299123,26.746402227436967,20.81442113350177,0.2297483555757363,0.1925311114715574,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7398431247387989,12.879237920175994,5.767117228020697,0.8601413618347415,0.8480019975418738,3.0,-0.1000002894446536,24.069647976410515,19.039910355467384,0.2264965110913267,0.2447998783350787,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7909446955944147,11.150723362593986,4.674977128431502,0.8893507622948581,0.8799599457924031,2.0,0.1852729131778471,22.26303222743856,17.257350782914592,0.4822266998967075,0.4838691718104822,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.792431927882697,11.25759827252371,4.658692690420624,0.8901864870471858,0.878482320033873,0.0,-0.2054953053296198,24.528998106420964,19.56179626464844,0.0599471665668301,-0.0070385317606441,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3774945100576665,20.17231595579744,15.2288853009194,0.6144058187649036,0.6004476871587746,0.0,-0.2772430778370922,23.83903714011284,19.16328789667828,-0.0775020718613731,-0.0532404319010311,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3337486952910531,19.27066742671578,14.923301153739576,0.5777098712759323,0.5827564416073971,1.0,-0.0762373729206122,31.164554533656847,26.16698063645407,0.1570062017614733,0.1206402371390433,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3654332828358764,20.67073429965357,15.704061831141363,0.6045107797958025,0.5954549040200648,4.0,-0.3529610958818872,23.150859806413177,19.67356171095667,-0.0734089329836039,-0.0759081492467436,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3463242247836611,20.18471131565381,15.422713759930485,0.5884931816345281,0.5832526903492365,3.0,-0.1259736314263144,23.88395329913409,20.24362572117856,0.0163949072818275,0.0350794701525621,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3917169012560706,19.236446581256263,14.688268867567198,0.6258729114647723,0.6096306301973422,2.0,-0.0494020861815522,24.789196396327043,20.369680965104777,0.1280590749415462,0.1262962062055081,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3310362350147722,20.626973182675485,15.90254026955962,0.5753574845803601,0.5714611919222018,1.0,-0.4231945837378632,26.928929203619795,22.727905727429988,-0.2069083908703179,-0.2359637400959042,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3452567474963084,20.07422705636852,15.353617131118655,0.5875855235973453,0.5779185967380038,4.0,-0.1321221526508817,25.04218597915168,20.90878423533045,-0.0341952672140341,-0.0459847187197177,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3681236361758898,19.13653151472285,14.698051112947514,0.6067319311084582,0.5914550386821958,3.0,-0.0163880270058625,25.504041020571737,21.382744673415274,0.1529388946976764,0.2317577166493795,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.364354842305467,19.58032154194085,15.100382529145268,0.6036181262802514,0.6020953377606064,0.0,-1.4864230618119365,37.68665946902427,31.65291942485328,-0.1798502722897958,-0.2284454901055066,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3524378953156921,18.96890487975115,14.688917173099597,0.5936648005410172,0.5888243521374096,2.0,0.1322762780086137,28.21778415123174,23.055568205635502,0.3761662161928799,0.4583410120269202,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.389992662810332,19.14947524539743,14.679076724288755,0.6244939254061107,0.6114125166378241,3.0,-0.025391166046339,24.739742599365485,20.279870998301405,0.1532105369299593,0.1542562649221976,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3722772677191176,19.32301099746764,14.89464690383438,0.6101452841736837,0.5975115147754542,2.0,0.0065651343211822,24.66568571863704,21.23509829271286,0.1577259689470329,0.1562682949512457,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3232106727233811,20.30374160923317,15.865370510063697,0.5685162027350186,0.5611700993212122,1.0,-0.2306347729802429,26.279833347413952,22.011533105638293,-0.0585691816574707,-0.0171752789099378,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3388775145787047,19.74000133442705,15.340212546419927,0.5821318704846754,0.5752604796663878,0.0,-0.1736091409901374,27.08825455121421,23.413091180974785,0.0183231499225938,0.0099012970171081,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3327411842219429,20.0851249357253,15.802597389982791,0.5768372251172139,0.5790854094137955,4.0,-0.623849342045687,30.927286124872303,24.63895659040828,-0.00786692327914,-0.0380666901327125,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3855837839058798,18.154552701353182,13.976778252024433,0.6209539306462963,0.618363633809978,2.0,0.0238289855932243,29.991794146774648,24.6247975736051,0.2016202305702837,0.3329859871944589,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.377659680223956,18.5343978454898,14.197105117543115,0.6145402186131861,0.6231226561258857,4.0,-0.1278363235669009,30.61916829398655,24.27778175957769,0.1154445133079101,0.1922603397931695,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3541358618638004,18.78255079330977,14.422035962313316,0.5950931539856508,0.6088557063760568,0.0,-0.3353886022068866,31.28215263269863,26.824543382163355,-0.057238141031443,-0.1298887124233108,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3154763022692254,20.70368748133788,15.96132583304958,0.5616727715579022,0.5562081726158752,1.0,-0.1813852265337359,24.56003464305589,20.36619175192304,-0.120170881945352,-0.1514506800595229,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3487005033326684,20.443257302854224,15.584805499958597,0.5905086818882521,0.5803205083989871,3.0,-0.2360680116927382,24.02747259063836,19.734048179217748,-0.1197249596177002,-0.1634170443955963,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4007983739118863,18.59051195372496,14.308597485636517,0.6330863874559473,0.6154883975139586,2.0,0.0404314761407106,26.60345808983736,21.434465281168617,0.2029174977714497,0.3753900431075307,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3409956186774927,20.714175602718907,15.910479706146957,0.5839483014262742,0.5683931165129591,3.0,-0.6078974106167747,28.22276053190851,21.942884561241858,-0.0426355601669762,0.0415046829261143,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3701730410903694,17.89350807711161,13.899420524407525,0.6084184753788677,0.5876774420776462,4.0,-0.1249207012954272,32.02030180783905,28.978110750178075,0.0073776515498919,-0.0468775790864097,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3386999496629461,19.95922626695592,15.153297541440311,0.5819793379028863,0.5842229231506597,1.0,-0.2324335598299507,26.64673689194921,21.2909405639906,-0.0989572095770655,-0.126705576330298,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3582654390123884,19.69583105978083,15.367667102266696,0.5985527872085148,0.5953123187744258,0.0,-1.2454683740504269,36.00490078032717,29.350414929891148,-0.1103095291020858,-0.0071704164482515,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3266877375424432,20.70282843076892,15.773390339543072,0.5715660395578804,0.5593910482506391,2.0,-0.1779039362785206,24.6172307702491,19.99409969846664,-0.0114010350776892,0.006760448546278,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3577376124027551,19.93580662859884,15.355014072802708,0.5981117056783118,0.5939126092244367,3.0,-0.1601585011609765,25.144344491132912,20.776687853453588,-0.0535626847622899,-0.0812983453841871,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4284044169252692,17.542809649492167,13.62790222211529,0.6545261010718942,0.6249074140114599,4.0,-0.4789897553478786,33.88977842702689,30.48251049780721,-0.1616080604256032,-0.2790477188161163,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3248115694191746,20.31143229995746,15.268832232875155,0.5699224240987261,0.5763537952541811,0.0,-0.0773624540880626,24.671037536576808,19.93968819464232,0.0640160856901494,0.0232807386324697,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3175331650230774,19.578230938454062,15.203638258113005,0.5635008119609939,0.5739117689499833,1.0,-0.0743475880363102,28.292525681173,23.20484741384333,0.03640612869549,-0.0580436247484349,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3142526259674115,20.08477185108969,15.273342375644065,0.5605823989928895,0.5670121649399122,3.0,-0.2130580847363312,27.214623772193622,23.201809268861304,-0.0305459281327738,-0.0644485303776172,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3499052435337201,19.970140141015914,15.35505598817762,0.591527889107482,0.5891808850635339,0.0,-0.1358064501958733,24.810344670725414,20.39146510987485,-0.0071442925320865,-0.0095071577985983,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.363175786857089,19.70012437594201,15.019929179384857,0.6026406781115861,0.5971645506470192,2.0,-0.2040909868971934,26.302807597090407,22.11655008284772,-0.0545884824918031,-0.0521936224505953,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3767397739406388,18.90128339123068,14.655843664710584,0.6137913114633147,0.595330601721948,1.0,-0.3368647495050472,30.251796568598103,25.901297334674283,0.0410083550746667,-0.0327807124768968,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3509369262880658,19.22010011999956,14.733063824223432,0.592399296395996,0.6007633521794836,4.0,-0.0810086830072416,30.49487506923768,25.54344089144752,-0.0611231236311429,-0.048454907307813,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3998194922904104,19.71906530039581,14.775456326513169,0.6323128121061674,0.6181378612511258,4.0,-0.2977811208077445,25.40238000231044,21.179684751649567,-0.140310365658754,-0.1430833743542187,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3577618635759365,19.927690320517804,15.123483801866769,0.5981319784251169,0.5899223714322079,0.0,-0.2846742772052903,26.582603413098592,22.524177876225224,-0.0593510074885038,-0.040137157550104,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4014308849591271,18.26451557113476,14.147593930073432,0.6335857361475953,0.6045729446999519,2.0,-0.3967299514422204,31.150387287054315,28.29363993227092,0.0311525523282556,-0.1933174865704807,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3310624226168235,20.389944690905164,15.682619785073353,0.575380241824696,0.5679231231759352,3.0,-0.3064425070263152,25.663022672107275,21.34480121388155,-0.195006967255173,-0.1786697969830424,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3337887442744546,20.2766587853867,15.76075960503441,0.5777445320526451,0.5734900006838336,1.0,-0.1617225605615797,25.25379607141244,19.878420382036047,0.0072578490522407,0.0255225614726614,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3727656533995054,18.27487145366728,14.101144944174436,0.6105453737987677,0.6047817027178367,4.0,0.0614911950225055,31.43936733915113,26.54026952940842,0.281981675661771,0.3618780436415971,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4243868497431866,17.401647276834964,13.644026148072763,0.6514498060699545,0.6199506005450246,2.0,-0.1002862103258894,29.77135807639734,26.23901760471677,0.0975395568888482,0.0633872310096228,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3233375936764436,20.577001146512995,15.650058049974849,0.5686278165121996,0.5646881155433726,3.0,-0.1585212357004555,24.57255319363489,19.548234146006784,0.0772689178547781,0.0889746811380093,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3663036737271065,20.11613985017024,15.394694791290304,0.6052302651017136,0.5944879626462516,1.0,-2.5099281482365168,37.02078647937883,29.31545318256725,-0.1187269671998771,-0.116017977528379,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3149712141219375,20.75056947667305,16.18114943599276,0.5612229629851195,0.5536393610071019,0.0,-0.1812212421809067,25.010825058205647,20.46095664949345,-0.0488200886034127,-0.0568135728758844,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8313540225399617,9.98664095422463,3.346693953159352,0.9117861715936566,0.906162364547904,1.0,-0.7091058297084751,31.9889323234953,25.63381957556352,0.1445753097838528,0.1871538088247865,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7422465964693179,13.257076413899089,6.478322148989866,0.8615373448868132,0.8440917559452386,0.0,-1.0272737067668198,29.276384913080268,21.873606812357902,0.1595370025949443,0.207333741053666,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7555573189160467,12.343648763825245,5.553463991516606,0.8692280017698155,0.8535963222243244,3.0,0.0288048414123468,22.7159706937908,17.70258188648384,0.3809370783006093,0.3790059032842041,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7962224796062428,11.074910072902403,4.577772775134223,0.892312994291544,0.8790857666616556,4.0,0.0440771940848039,23.457438541182505,18.35842555546025,0.4169600819765502,0.4130429076247894,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7949283665913747,11.094651736188458,4.349769958384546,0.8915875541643814,0.8831787846842524,2.0,-0.5214779671814027,29.93041189835484,24.42859411434252,-0.1861757951615029,-0.1814030838975454,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7810532609196227,11.877498001105264,5.084752371098522,0.8837721771321654,0.8692632271289508,1.0,-0.08924262292312,22.30124825427175,17.554592278151386,0.2615665213867766,0.2381718084103499,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7619311801400498,12.454255591601791,5.592500355746417,0.8728866938304436,0.8568246142133932,0.0,-0.0560885252346734,22.27375153366449,17.571482514782762,0.3343448699505511,0.3054996696831348,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7922782017826597,10.681203843264331,4.247540400699523,0.8901001078383413,0.8806760620091683,2.0,-0.1391994089228412,31.776364280503618,24.653236159428147,0.3426037985845364,0.313894783708237,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7640980821673811,12.102961849056827,5.085161137365481,0.8741270401440606,0.8618127892768593,3.0,-0.166777463834804,25.036068342405944,19.62195695268347,0.2423391836918445,0.2127187213532883,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7579137792512757,12.01104865831022,5.408814960833101,0.8705824368876436,0.8588018916164751,4.0,-0.0387490532989318,24.8436323173762,20.111716337770712,0.3136628851136937,0.2740260582549771,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8154870094705572,10.58550432970894,3.836243946700157,0.9030431936685004,0.8947550547844374,0.0,-1.239613073504903,35.13909368835307,30.56456517671284,-0.1381083639481753,-0.1177200910254271,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8588122303464134,8.529915144617325,3.20577740952444,0.9267212259361934,0.9180759054012942,1.0,-0.1889440761022383,34.520559028748885,27.338102868711868,0.2898887996885821,0.2288801889081706,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7432577640660754,12.413767863970715,5.819415293772016,0.8621239843337181,0.8504371204029575,3.0,0.1346442659093721,22.54782116934368,17.465443048477173,0.4714882583412553,0.4675987496788271,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8054725164083415,10.587381692688629,4.586367378922977,0.8974812068084157,0.886016820101857,2.0,-0.1003333058783648,26.64225204389048,19.66214363630716,0.2862881190337908,0.2676059774924124,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7690022282784058,11.992159532662836,5.202466206409021,0.8769277214159387,0.8647785154469989,4.0,-0.1800829626710909,24.77672270393153,19.03733834053706,0.2649930616358936,0.2381699932022475,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7974459424749127,11.043259629120072,4.848751436411741,0.8929982881433178,0.8786532611998883,2.0,-0.0433750147028815,24.86496989829497,18.75179897321688,0.2905089191861397,0.2848121860866057,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7643294019936802,11.629394614500534,5.067451663954385,0.8742593449083185,0.860803612440428,4.0,0.1570968329012446,23.53863651321837,18.97859991082816,0.4821085749582084,0.4123873729438911,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7710227130752164,12.118700598196996,5.349331993408796,0.8780789902813004,0.8650546289027728,3.0,-0.051391504658959,22.591899548894137,17.58793100713714,0.3524186900659725,0.3326327321124784,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.810399419952869,10.343979189429566,4.01792643352979,0.9002218727505462,0.8913373098840757,0.0,-0.2810872002953699,29.04740714291429,20.704112122034623,0.2887822059807,0.3483863299676106,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8382237688923582,9.56702010150157,3.5158238815838394,0.9155456127722168,0.9084232858723444,1.0,-0.03340945887575,26.18081571201041,21.18231761958236,0.2210159931961975,0.1097230896567386,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.799989083184016,11.03904028071145,4.847405804813977,0.8944210883879653,0.8797946910880126,3.0,-0.0981609620782841,25.19831997961231,20.01214962340238,0.271146654375049,0.2867916195824964,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.704932773774656,14.672949815215487,7.966500354235291,0.8396027476621855,0.8210449660409173,0.0,0.1433800079426275,19.20049661186588,15.33357994556427,0.5335791351037343,0.4819885446766767,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7582024815724915,12.227298353634144,5.31612845536177,0.8707482309485562,0.8624294509454553,2.0,0.1843077527416682,20.75942428775356,16.424026339017427,0.4994441967949847,0.3966045820400471,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7876300635323573,11.281973196319006,4.778912527401355,0.8874852470143615,0.8785497298892532,1.0,0.2779527514004242,20.78697238856345,16.234401259069774,0.5379241220048805,0.5295005005947606,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7581973155338615,12.170564797476349,5.13929701919077,0.8707452645066855,0.861335136214402,4.0,-0.1973018250073841,25.97404498967813,20.334073585354552,0.2513465261637128,0.2200501152066737,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7873373964641669,11.784443103661872,5.0934376324554576,0.8873203461123359,0.8737147860188538,1.0,0.0594732258489081,19.84467597809206,15.854555970146542,0.4163771876065698,0.402656851041845,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7604114488170939,11.830589868034618,5.305030809097455,0.8720157389696643,0.8609923392450636,2.0,0.160336776357555,23.0179636410336,18.02691445238713,0.4722456034255852,0.4255634460655202,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7331687554936366,12.91411344121388,5.774995258547238,0.8562527405757112,0.8462908879585768,3.0,-0.0268569238220321,23.82345712284254,18.05990211057663,0.3044086667959918,0.2909142280484901,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6529362633379043,15.962875854092305,9.184371617639965,0.8080447162383413,0.7847232331840825,4.0,0.1008273779980241,20.61987259464045,16.156395865250417,0.4637601821090811,0.4109037189015381,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7549501781414434,12.724621738905304,5.95882514190864,0.8688786902549047,0.8539022821858518,0.0,-0.4021721846428183,24.332506908788588,17.957814236991425,0.2313214466963401,0.2705984361514327,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7827846879107885,11.448183054387902,5.36313359357368,0.8847512012424338,0.8700791855756155,1.0,0.0720681336651106,23.49391598964684,18.655820662052783,0.420311419165663,0.389341775819137,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7973353305241442,10.669999001461576,4.078513933220546,0.8929363531123343,0.8860804688078195,2.0,-0.3709487768883552,32.849898500139965,27.268257668114344,0.15146920493999,0.127279359763487,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7759766966176046,11.990068135372788,5.054423624184151,0.880895394903801,0.8698306649684253,0.0,-0.7104638747184608,28.36787866179672,22.26880079876682,-0.011474432271383,0.0084929690275119,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8977281010021891,7.383966748519276,2.5132071048012485,0.9474851456400686,0.9422053121305826,4.0,-0.1048296753290969,30.30964507293367,24.61851681116465,0.2228615950131085,0.2348882641734043,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8555825696719573,8.590045757111978,2.9463551669636825,0.9249770645256516,0.9189155933331746,3.0,-0.3123600390563976,34.74446906893961,27.475690837412568,0.2762278391849131,0.3019400185518452,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7831513734250677,11.60886378475083,4.919898201502101,0.8849584021727492,0.8733039371638656,2.0,0.0151623701125667,22.33761509817553,17.25406440620214,0.3698527067420852,0.4127287152440758,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7795434153472696,11.992526742002893,5.193852458960251,0.882917558722789,0.8679372720826098,4.0,-0.016719419950494,21.251450945411555,16.232169744347324,0.3177224799263657,0.3278101205758672,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7595266729865287,11.860607602290829,5.272845887726908,0.8715082748623251,0.8580066685036052,0.0,0.2512406657070124,21.549731887384315,16.800464786024396,0.5457382076505787,0.5346976115631729,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7629037924886997,12.379818370934728,5.4588515293982685,0.8734436402063709,0.8609852898561086,3.0,-0.2438311386614891,24.29957326768277,18.85490336033606,0.1991002471287137,0.1547477648435206,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7488577634760611,12.259393775101543,5.609499304711252,0.86536568202964,0.8506418200739666,1.0,0.1279544819437954,22.491466661284104,17.85454544880811,0.4247283599052383,0.3708214689304462,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7543047602206852,12.659912571850782,5.894483932799608,0.8685072066614201,0.853736278266021,0.0,-0.2063141578865417,23.0132216592103,17.864244352307235,0.2478836739718487,0.2629570160476008,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7209489059937608,13.730401277459462,6.981530617088399,0.8490871041118098,0.8322553182985725,3.0,0.1965377872877028,19.163779729057865,15.166407547345976,0.504996349083093,0.4904180037415717,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.856221973986871,9.220595800904023,3.4750736115229244,0.9253226481972542,0.9159509515554954,4.0,-0.1741224473012885,29.21781238977636,24.1616886138916,0.0151072687227768,0.1589671117879045,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9191256797413812,6.297023102404407,2.101540401880678,0.958710429201232,0.9516026857440968,1.0,-0.165155904105074,33.48714862140177,28.13078844303988,0.2029634110708196,0.2750225571748855,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8449402235806016,8.992257263837494,3.213655784806003,0.919206301840488,0.9121490533926132,2.0,0.0920174448189876,26.78513411059314,21.25392953114337,0.413985378677191,0.3648240723750823,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3226022260499888,20.84946297515721,16.056804771583693,0.5679808325510058,0.5667004869464005,4.0,-0.2555123985318019,24.8976588753911,21.08645522484413,0.0004610311090286,0.0102409677162968,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.347356963821495,21.301816413501424,16.01769521201212,0.5893699719926426,0.5715234437556891,3.0,-0.3406153384345929,24.88120775897577,20.10035945586764,-0.0768634965904388,-0.1364522578436791,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3439174941992072,20.40866121637681,15.827461655326546,0.5864447922088267,0.5794918919885246,2.0,-0.4398118829892259,26.95845204699353,21.618058019731105,0.0298456394847795,0.0063465161521146,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3528134605037959,19.3117498974166,14.835855205638143,0.5939810271745408,0.5986379674996241,1.0,-0.0835071742116231,27.446789077952285,22.37474189803445,0.0111055430722181,0.0511592983807326,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3420698644104654,20.4805479578318,15.856898534314352,0.5848673905347084,0.5706536504914469,0.0,-0.2544384453750468,25.202744290765764,19.881536073504755,0.0959215504833992,0.127425130989005,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4006914832040265,18.59217004699629,14.32093350812478,0.6330019615352677,0.6154726351468375,4.0,-0.1891646788718262,29.61563823906149,20.3700270930926,0.0933567973279311,0.3706042332657183,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3483990040106834,19.855728858317782,15.468838855737632,0.590253338913105,0.5854127555202758,2.0,-1.544948524814461,37.87370261625223,32.79800325026879,0.0578591489168725,0.066117219975374,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3433698592160227,19.74176494125369,15.004006320206429,0.5859776952415054,0.5926534713135794,0.0,-0.2356790217393873,27.083276042858103,22.093199877343324,-0.006283267014116,-0.0457799957351298,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3606910253839205,20.492893868352933,15.56336577983341,0.6005755784751095,0.590061641989773,1.0,-0.3904356232655785,25.235020446284192,20.573247654287343,0.0117211365740207,-0.0408205346275825,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3323955807706692,19.913419885464144,15.204243875162197,0.5765375797544444,0.5801280654773254,3.0,-0.1840949590524416,27.00509764493,22.538902906554835,-0.006521508088554,0.0372544421298987,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3503516436993613,20.76431794133524,15.731211778113853,0.5919050969262175,0.5860008705353078,1.0,-0.1979676562150709,23.49650464889581,18.75595398211397,0.0490112354605591,0.0441039702375532,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3708586354308667,17.935680177777453,13.941216799949,0.6089816380866496,0.5903730455893149,0.0,-1.1962976800201917,45.11108406225583,40.77965317205949,-0.3374929652362819,-0.3528950453954545,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4006914823428419,18.59217006035443,14.32094559327427,0.6330019608584667,0.6155694527853952,4.0,-0.0156724141668715,27.370134049805028,20.8633503595988,0.1370960329948654,0.3706042332657183,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3339628722406618,18.98872807325531,14.62039920773703,0.5778952088181541,0.584491079078968,3.0,0.0376209473539067,27.293462312401783,23.127198882586107,0.206625354351957,-0.0013152877143598,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3664619712237872,19.455958024004925,14.92475441276125,0.6053610255849982,0.5897271606616328,2.0,0.0152761107406891,24.396551622452773,19.60722296176361,0.1883407493564852,0.2251894288073692,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3390651766858443,20.990697475896408,16.014651236588158,0.5822930334094704,0.5772236857787831,0.0,-0.2506533709198417,23.643608631750485,19.00625016680756,0.0392305491024761,-0.0243760992016373,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3564028975678402,18.951169760373148,14.488689767210191,0.5969948891420354,0.609947517791185,4.0,-0.2993149956315986,30.40287722884538,25.71016194956644,-0.1060285318966432,-0.0773179241083653,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3890512837954634,18.88786012688956,14.600878416937864,0.6237397565721827,0.6119747660556448,3.0,-0.233442473572675,28.23252266552367,20.199081761738253,0.077062201909663,0.1556591452718738,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.333698751894469,20.34231981166697,15.78604848561084,0.5776666443475589,0.5604384544995916,2.0,-0.3548477235109706,27.200826517035704,22.430360506519083,-0.0196212285435211,-0.031454410176408,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3777778256302929,19.59438188441919,14.995809352535298,0.6146363361377963,0.5948518580096301,1.0,-0.2419859812675298,26.56895676303875,22.10159554380052,-0.0158085894985231,-0.003442490795848,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3911307590242658,19.103884680805056,14.601882528761204,0.6254044763963007,0.5977880676986427,4.0,-0.0450688398058656,25.037643781723467,19.46533441896792,0.2045125980299895,0.2949208699084658,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3574562920732395,19.388017380262685,15.17649861790585,0.5978764857305342,0.593076527081633,0.0,-0.0450658620915771,26.814241717450987,22.058657001679943,0.1656804691214909,0.0869148347500689,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.394208199083883,19.18826401693554,14.653974016746805,0.6278600155848547,0.6096514763425799,1.0,-0.4028504173186733,28.20509433309348,22.303809920063728,0.0703110712306301,0.1962536688183137,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.342007917488611,20.00790714015056,15.18095454152747,0.5848144300658817,0.5928752714267443,2.0,-0.2685163687290448,26.813758847043623,22.316587811753948,-0.0136520246667891,-0.0752854215703926,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3864583955157671,19.53376030328168,14.917582191911302,0.6216577801411549,0.6070430121011814,3.0,-0.271616623512114,25.388255797825074,19.61953277834,-0.1300189354340827,-0.0836782614864867,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3350945700620914,19.254587125130683,14.96473509404761,0.5788735355367713,0.5833977572816035,4.0,0.0645001114098939,27.739890537958345,23.63835614190585,0.2744746591879001,0.2517665179375417,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3251657043978562,21.92345998422314,16.597398708336396,0.5702330264298047,0.5513093272818924,3.0,-0.2546077880571358,24.00210001171919,20.00214572091705,-0.0648139632949064,-0.1081941520944953,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.372050735262548,17.89618454299949,13.88695432765882,0.6099596178560847,0.5912656448531666,2.0,-0.5072358090351334,37.32254361484184,34.234618635550554,-0.2577024343212769,-0.3530914242401957,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3846726489784081,18.814263225119195,14.701119374835027,0.6202198393247119,0.5984675018298922,1.0,-0.6598418045091621,33.20140013128146,28.19127913705664,0.1174619757772562,0.2616913426017535,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3785114574015977,18.414726400340665,14.313690347639238,0.6152328481635629,0.5793424155114734,0.0,0.0581170701418398,25.523444972737728,20.340815105679667,0.286273776257985,0.3675259665232205,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4005507907281469,17.54008478100899,13.563885749519503,0.632890820654525,0.626959233145492,1.0,0.0523207411496312,31.25847019101544,26.670509601113025,0.2395717289264748,0.367379045444247,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3141664177013183,19.604201995786145,15.309078165898235,0.5605055020647647,0.5737745119779892,3.0,0.0746455410445324,27.074173144404263,22.18847639686183,0.2908618124178368,0.267592877915544,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4053208276850467,18.658574699427746,14.34023429081317,0.6366481192913435,0.6095410000358923,4.0,-1.0898809610754006,36.593157025768605,29.10404336305765,-0.1787649793208184,-0.2501814279707151,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3284050539769,20.62454184266074,15.849615318323666,0.573066360970645,0.5646693630665082,0.0,-0.3351284521074604,25.78889575332144,20.31646810163532,-0.0775597023604558,0.0146280604866674,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3978715496414434,17.960592542103658,14.047283092353114,0.6307705999777015,0.5997342290546979,2.0,-0.1220486275487322,29.050127196554577,24.598479120447003,0.0746535673693884,0.1543606451373758,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3361315602889668,19.69703626783117,14.835476179279397,0.5797685403921877,0.5849294675186801,0.0,-0.2814813948791375,28.23794671516261,22.595013864631326,-0.1349079610492824,-0.1443498745906508,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3299077174579371,20.74858697195107,15.86480486983784,0.5743759374470725,0.5597351127319148,1.0,-0.2773897959249938,25.67996543987176,20.48564533346504,0.009083423813235,0.0023051485348612,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3300869992913104,20.90578378074143,16.07387644119666,0.5745319828914981,0.5606710887418508,2.0,-1.726258149413932,34.83843960671273,27.820296274800587,-0.1453319903124369,-0.162612606136788,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3845037169504287,19.540879071931325,14.967934267597968,0.6200836371305373,0.6112952660468388,3.0,-0.2020878123282046,24.21419010813841,19.383428892753493,-0.10558343368478,-0.1174372233162387,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3161146286725185,21.162228894233703,16.29133210838079,0.5622407213733851,0.5592486702780551,4.0,-0.3143215388055094,25.02980346742949,20.383324196041634,-0.0219959285888795,-0.0497630732066493,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3666837500265145,20.661258081052782,15.68387319573354,0.6055441768471276,0.5955252928466913,3.0,-0.2791854001292027,22.849389662056584,18.708581655165727,-0.0388692855516862,-0.0491260973409498,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3624652232849065,19.89007859269394,15.267010938138975,0.6020508478150786,0.5911084010404533,0.0,-1.822743129582837,34.94475165169324,27.47641368320968,-0.1300708206016639,-0.0955103468340482,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3368888975380075,21.172757902685905,16.143729548352113,0.5804213104302665,0.5626980993136433,1.0,-0.3615077338721084,24.452131674839343,19.90781400036253,-0.1544680577590643,-0.130762744580254,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3357079157301518,20.302382322601485,15.614109271729202,0.5794030685395304,0.57499905718829,2.0,-0.2872007974693946,26.327125625120303,21.187447152025115,-0.0468784642684462,-0.044104596154672,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.396118829073769,17.254154838561018,13.510756073415314,0.6293797177793568,0.6110687073374225,4.0,-0.4456988254521048,36.42143408409986,32.81690129334071,-0.1896793119381432,-0.2949589093359464,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5968159863601623,16.61320648264882,10.952934685020184,0.7725386634420743,0.7429148877435405,1.0,-0.3052887099465009,24.396328681678163,17.702307603709635,0.3344088065771239,0.345318196306757,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6118907118060584,14.80510746387366,10.4722742165385,0.782234435386572,0.7368149728966219,4.0,-0.333312114892903,29.90522384890768,24.35337924311346,0.1468597025429432,0.0759187577978846,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6532303616215848,13.54700898075642,9.414897915779164,0.8082266772170765,0.7568516580410778,3.0,0.0237362326887744,27.12182514140129,21.771269693989307,0.3324274453038141,0.1903971466674013,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5940742662678058,15.564028147534064,10.859808122584631,0.7707621334512165,0.7201711664280585,2.0,-0.7730239218940265,32.146495187089144,27.29344311623708,0.2780648271838932,0.1907835164492085,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.572735331263893,16.07842317195362,11.198688384947776,0.7567927928632969,0.7098637067457451,0.0,-1.2313591586329449,35.46361498861628,29.51128865507933,0.048711634761685,0.0705626942151605,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5635409714036003,15.805983029933476,11.07968457703916,0.7506936602370383,0.7068242729047844,2.0,-0.1816581315499714,30.99514551495581,23.996540623326457,0.4224243275965125,0.4329530244607635,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.569980387272325,17.083403586146616,11.68581599420251,0.7549704546382003,0.7194509017261399,4.0,0.2120420169630892,18.294916249701348,14.226743868108382,0.5136708552801057,0.4601051703196937,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6255443433875898,16.103042890167778,10.246826333686432,0.7909136132016894,0.7582101488359823,3.0,0.1136850278304363,21.624773857532183,16.490524591687084,0.4824040990334443,0.4154385387163913,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.553145975224286,16.283086701711188,11.237302608338853,0.7437378405121879,0.703765793307009,0.0,0.2761021998850039,20.81439616841172,16.011081162191207,0.5540300618223503,0.5273602690176931,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5595268895252241,16.516081152392484,11.734277079792667,0.7480153003718321,0.70210617551527,1.0,-1.288412389948816,32.47790838008897,26.31194681930542,0.0068437366014395,-0.0009284922851269,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5974486934837631,15.28946426373888,10.539626051626827,0.7729480536976392,0.7308262624168876,1.0,-0.316138573833008,30.173307665704986,25.50666734001853,0.3356113621778594,0.2724665910946502,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.595236114003908,15.430103367645827,10.42644376595505,0.7715154659361805,0.7310929870204516,0.0,0.1921839856964365,22.566912867716937,18.41474315993452,0.4648130731011149,0.3583471146661499,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6201828693031388,13.588764478900718,9.669558348252432,0.7875169011783654,0.7245734484276998,4.0,-0.4035279396359197,35.97709860719387,29.202095364908622,0.2118926095950474,0.2152485755024657,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5701218751335562,15.60867891808267,10.84177287101387,0.7550641531526993,0.6996870967777195,2.0,-0.1474058244201403,29.92479385430568,25.34535948679997,0.2255500530048093,0.2195800127085766,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6240788476370007,14.68729558124658,10.141558274298944,0.7899866125724515,0.7510292105473519,3.0,0.0198358933764166,25.786333998563222,19.69583685067984,0.3483096606641063,0.2079164168983694,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5403085764206866,16.280271299667366,11.627115384851296,0.7350568525815243,0.6911835104455318,2.0,0.2406143055647505,24.41822744839216,18.396911678314208,0.5774389468142533,0.5566872207536283,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5380146800894674,15.585586207530111,11.091089444366837,0.7334948399543028,0.6903371917757327,1.0,-0.0062085780648,30.993036333000703,25.90569140788836,0.3932828462195702,0.3100234565118261,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5890547266655353,16.36889670989096,11.179128018197144,0.7674990076569999,0.7236801614835819,3.0,-0.3345705415205309,24.859570677768776,18.371517936075765,0.3505034321420709,0.3474675371607404,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5667268305899978,16.766309630094185,11.588662379655544,0.7528126132857179,0.7165968266697776,0.0,0.1245454542100789,19.98445964161208,15.395161966177136,0.4372202561092477,0.3819367177985789,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6587385994279356,13.530980305300982,9.3653589836183,0.8116271308833911,0.7595379885942419,4.0,-0.0476081282842959,27.61164326413272,22.24804820663232,0.2870612203427736,0.1285291797625501,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6078154732935144,14.984229963621262,10.664705438886669,0.7796252134280586,0.7229673895462533,0.0,-1.1716384702947256,37.80158572945161,31.223983013324816,0.0078641810893144,0.0001751045460687,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5950698857781154,16.298180543647366,11.10791955626915,0.7714077300298439,0.7301796046165638,4.0,0.090064698059723,19.78516984057714,15.227073982487552,0.4689615228202495,0.4658290125074654,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5794735612579301,16.008873029987097,11.030038224764883,0.7612316082249626,0.7194183200557095,1.0,-0.8751958859154843,30.20700026747624,25.344626382279067,0.0370950759962385,-0.0110403848697265,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.530762002314551,16.35771381108809,11.651136761937629,0.7285341463651055,0.6883711120353179,2.0,0.0736634672580383,27.263935813996287,21.607433171705765,0.4716878884512441,0.3564853154294385,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6200369347616208,17.02088687379502,10.655688605725848,0.7874242407226718,0.7552678933686048,3.0,-0.0834819942727087,22.27003241809169,16.956035614013672,0.4469975017431061,0.4152079172797361,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5709004108586329,15.97195448174804,11.144129025510754,0.7555795201042209,0.7031913660214966,3.0,-1.1498904427495895,35.78089418144732,27.831833826005457,0.2576372515115654,0.2850099035322827,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6218367814145342,15.985877961351258,10.350906291631135,0.7885662823797006,0.7555137970900889,0.0,0.0481430826545647,21.13121610407276,16.577782687977848,0.4279646513483717,0.4033890000312981,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6131473686174632,15.523358298606908,10.244332533475813,0.783037271635036,0.7575206232548946,1.0,-0.0400029112837474,23.65478676038148,18.615474221222385,0.3327478895987327,0.2178810102937846,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5960413082698756,14.05746404664998,10.101111487622417,0.7720371160086885,0.7081659415261035,2.0,-0.3699584740748336,35.915327814853974,29.045091094711186,0.2352789449731857,0.2152739056414719,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5825355050739136,15.22732222334317,10.580982401283562,0.7632401360786281,0.7042045983386546,4.0,-0.2947096411106487,30.132761824754347,23.446382067474577,0.2538228807683762,0.2097752568874724,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5483790721746084,16.115220857119592,11.388243052451545,0.7405262131017765,0.697443273264646,3.0,0.0846491809540637,27.739473576666683,22.091374895049302,0.4942322299522803,0.379673720300123,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.604715411933674,14.37535033747817,10.200904911424654,0.7776344977808262,0.715331621696035,2.0,-0.5117048979742309,36.139377895230886,29.58228943104261,0.0739181481353003,0.0018823740076969,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5655464271547204,15.725347048377012,10.986882818829796,0.7520282090954666,0.7079340854362278,1.0,-0.2045972733937175,31.865849871935986,25.0625166476458,0.3861174138814303,0.3946781752287941,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.589957370862093,15.620349318649346,10.470380494798087,0.7680868251839403,0.7273410475476663,0.0,0.2642091197576983,21.18217828910439,16.832593380737304,0.5311219732344737,0.4997139394120841,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5609300912603801,16.08288851781638,11.14425356364781,0.7489526629818952,0.7063999492589497,4.0,0.0482534950566723,24.569152839298614,18.561251573129137,0.505241104761524,0.5091050229911536,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.594609194089746,16.321741186137764,11.229133799947943,0.7711090676363803,0.7316986657104524,0.0,-1.2314767817901182,29.54919097655886,21.04291629670235,0.1717100475405145,0.2187359809437505,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5533106181325327,16.617614159775496,11.568319912634443,0.7438485183399549,0.7029846072877175,1.0,-0.4570876994612523,28.35140923246972,21.198321438489884,0.2430154172336652,0.2229842705435199,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6366028635014236,15.216022618310086,9.963591406957464,0.7978739647581401,0.7661607508815257,2.0,0.0335064354142684,21.93761939989536,16.6330309587921,0.447737606872942,0.3696973945823267,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5960960369787098,15.26314096732293,10.438437098578545,0.772072559487483,0.7215024280388118,3.0,-0.1435247704543538,29.04175679300971,25.06700971871614,0.3941188843979203,0.4413778294285107,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6163921667956758,15.320274708808215,10.184017876323026,0.7851064685310196,0.7544046348589637,4.0,0.0174898065319272,23.82263516191323,18.80007120889517,0.3679712524231107,0.2399738328424501,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6548133915421842,13.89290240355111,9.489559075391044,0.8092054082191301,0.7685938130479193,3.0,0.0722572277292906,25.67873716042455,19.48757519353969,0.3664219329186837,0.2882197033155868,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5937950474781676,15.48396071720905,10.406976706463585,0.7705809820922911,0.7296291461428229,2.0,0.1738213614497572,22.734616176157203,18.17218319129081,0.4486788564846141,0.3538863145147659,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5586438572831616,15.79447737021427,11.059810228528216,0.7474248173709225,0.6933446393245585,1.0,-0.3225242497724168,30.80418492950573,26.22968589252567,0.2047361079299385,0.1961990145904002,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6715777226408622,13.744228625207889,9.306660170028376,0.8194984583576161,0.7579679772093673,0.0,-0.3194223810885199,28.56311684759743,21.586882458151337,0.3000319199373495,0.3408326240173633,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5591987434434909,16.291258213861248,11.269595527487857,0.7477959239624928,0.7103596821182241,4.0,0.1959259196920791,21.5174236720935,16.356783201599118,0.5203006506107092,0.4752343621668592,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1596100276125711,21.96220858238599,17.883180987194205,0.3995122372099045,0.2837035135501936,2.0,-0.1067363191461605,27.45254175801438,22.82868048663472,-0.0677059985986794,-0.1769367404352262,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0894648253713114,22.74415519909141,18.52662020226884,0.2991067124630588,0.1844769679398906,4.0,-0.0889100575336425,27.84703687882696,22.1331648425943,0.012580720783963,0.0176239402724176,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.165401298199542,22.22949986368867,17.984848084546947,0.4066955842745875,0.2821763059859974,3.0,-0.0345917905333326,25.417961411241304,21.832463667127826,-0.128485134742432,-0.1824342056044,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0613349075358732,22.875888985416527,18.757410340528487,0.2476588532623581,0.126690012641929,1.0,-0.3324132164265099,32.816669172500546,26.212475625951804,0.0696466992903179,0.0594526798855847,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1822878855383792,23.094221672838724,18.556531162584378,0.4269518539599747,0.2955287924211074,0.0,-0.1901331508152788,24.60473331601765,19.698616298730823,-0.0838972987755718,-0.1362723901504781,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0848196074656526,23.331286954988016,19.05060654116385,0.2912380599130522,0.1947765255227199,3.0,-0.1058780666843977,26.00303907341504,21.00543330722385,-0.2035679361980918,-0.1936316816686569,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1691880533507763,22.057985682935808,17.882122443141462,0.4113247541910985,0.2840327508860719,1.0,-0.1168769803833729,26.031509511893145,22.716314668913142,-0.0951692522736096,-0.1316426566663775,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0707801585608536,23.10859247182697,18.89251981303987,0.2660454070494444,0.1470191966520072,2.0,-0.7175829650066274,33.72213674037006,25.927193181683563,0.1406678044888338,0.038931573418788,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0560939164007906,23.27465989261079,19.18193330595128,0.2368415428908311,0.1618895737749449,0.0,-0.1082344698223338,28.7048772224848,22.198691884979947,0.0560460914868194,-0.0422120348430344,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1069106629029437,23.54072831664684,19.296266879742863,0.3269719604687466,0.165782795483801,4.0,0.0332468567774307,22.973980542384894,18.462754603367227,0.2211566886533831,0.1417110271693549,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0641305559751814,22.881228728946404,18.788176221937,0.2532401153450309,0.1377893680327298,0.0,-0.417651011103362,35.06453929867169,27.92596000063736,0.0542901326624978,0.0131958817688925,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1566066876962867,23.51472459630764,19.05042318035694,0.3957356286041514,0.2507083471712035,1.0,-0.2352785622737305,23.533289287232623,18.21922474196463,0.0914709408765199,0.0302316709674359,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1710387403978129,22.4821234017354,18.27702563499429,0.4135683020173106,0.2816130402506513,2.0,-0.2954654538121029,27.28714107575832,22.2886020387922,0.087160508308318,-0.0503760053940217,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1815519711137604,23.3753678259103,18.81430119541456,0.4260891587174932,0.2723266575436002,3.0,-0.0958693913804349,23.3136134135576,18.387108499339785,0.0425059358488483,-0.0495981683728508,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1943428100061414,21.16254754691129,17.001115488704695,0.4408432942534936,0.3287479270657097,4.0,-0.0690015020519245,26.443790588128333,23.11377313712101,-0.0716537949626278,0.0068160666849638,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1014522266681335,23.31661759325632,19.2259323409116,0.3185156616253429,0.1703134834605155,4.0,-0.039415734904854,24.20432116970833,19.06202989871685,0.1050405425445032,-0.0142400248719856,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1332480679861304,22.69245464217965,18.60049660769444,0.3650315986985791,0.2280819677334469,3.0,-0.0285965635718621,25.110721763302404,20.30759846363253,-0.0286693420505011,-0.150980399244587,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1018009992140734,23.331687059900787,19.246052460338507,0.3190626885900652,0.1731060292390071,0.0,-0.088064893716079,24.632565237260767,18.15936664115382,0.1511283612855201,0.1048000428019996,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.171365643964838,21.16214058135731,17.174485744391337,0.4139633365865794,0.3007308151246813,1.0,-0.0978645855711133,27.70594351343242,24.366523899826102,-0.0722623462206481,-0.0777026077829529,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1624216994851502,22.41401751230164,18.08561171752797,0.4030157559335363,0.2711307718438843,2.0,-0.2612819668271047,27.491239378038,22.82711598183209,0.1041620100348596,0.0191491562253209,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1180040994792788,23.051323674279736,18.868738838576647,0.3435172477608594,0.188621331556788,4.0,-0.0070019760741217,24.356596331505507,19.495617802465283,0.1435333881600621,-0.0305032003620196,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1677581098204635,21.96792288896772,17.767523866531832,0.409582848643023,0.291184847549916,3.0,-0.0643520631164129,26.044925208429383,21.92012750656275,-0.1300695084386168,-0.1594088570645123,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0801269789778293,23.098195003986262,18.71966758998144,0.2830670928445674,0.1846234789521518,2.0,-0.0813235848468947,26.273513765913915,20.97954847823741,0.0263278063300208,0.033534676773502,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1987454522564682,21.27541481469589,17.186541876967215,0.4458087620167504,0.3153605215781994,0.0,-0.0431351636428551,25.86727957732848,22.41502571522864,0.0085307677564515,0.0035727146691059,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1605409935872997,22.223912752262,17.99984677370023,0.4006756713716025,0.2883704948958424,1.0,-0.0318002478760512,25.44491757617668,22.174872289152223,-0.0250434040327698,-0.0972077320811211,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1074426215545976,23.523339120702023,19.424272581473243,0.3277844132768698,0.1470499574834598,4.0,-0.102873688232856,24.37262014747426,19.86707601547241,-0.0854118553388065,-0.1605755214939647,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1263817806680232,24.12179863420861,19.715854846168085,0.3555021528746928,0.265473165256291,2.0,-0.011424107587957,21.053825713898508,16.43199085249777,0.2251468915066098,0.0780312279707277,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1849864179649856,23.71806433983735,18.998964167524942,0.43010047434299,0.2936366899906359,3.0,-0.0591564219120674,22.33066862319812,17.561440480092497,0.1126241237975296,0.0243005650664574,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.184572792067272,24.34060708200753,19.546682884879736,0.429619357266735,0.2824442814966463,0.0,-0.0614739988445081,22.108714307504066,17.42267374811023,0.1156826569617989,0.0533694427694213,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1607181707908959,22.06859097958185,17.969703822288402,0.4008967084556151,0.2800873447337063,1.0,-0.0233894003174226,25.98328691006808,21.709467267946568,0.0670190247952959,-0.1358511525160702,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1334098314590565,21.572342483861288,17.702906531351438,0.3652531060739492,0.2447400472857963,4.0,-0.1143894404402763,28.5930155343472,25.31665808118345,0.0538722022343409,0.0492838000834784,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1775767341230503,22.26968829694685,18.17584213776746,0.4213985455552105,0.3099811146854228,3.0,-0.079576709816902,25.26830955879656,20.54161067573392,-0.0435174147371087,-0.1402946698532404,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0800600783444125,22.664796747589385,18.43786816178233,0.2829488971707561,0.1856361958268867,1.0,-0.1134842200337995,27.91758340269837,21.88787885599468,0.0811585309062201,0.0816846492609662,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0518636664664596,23.15019585370884,19.056309440872184,0.2277359578639657,0.1463877215616679,2.0,0.0169984125991514,29.204967662737168,22.60498565988442,0.4595604070564383,0.2346163371795724,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0817125728478188,22.784988509643203,18.60197223268883,0.2858541112178597,0.1816250832898135,0.0,-0.1683138042681102,29.48365604822849,22.56953581809997,0.0575109593588207,0.0169562655542317,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.121234737832821,23.147091786897853,18.890744983880435,0.3481877911261067,0.1991863252157949,4.0,-0.0872727841890514,24.340400194780702,20.863985324658845,-0.0159019834581881,-0.0342717892201637,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1388674758172693,23.34851773321439,19.02479233881332,0.3726492665623979,0.1955647840709273,3.0,-0.2053070481507202,24.424691175276266,19.03969975153605,0.1307072403661547,0.110533517699518,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1746123742540158,22.506356749476808,18.13582205076017,0.4178664551414195,0.3110805444190369,2.0,-0.1443804214520418,25.44712720181785,21.82221672667397,-0.0465887327188713,-0.1196670476705902,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1709890614000776,23.884218396315102,19.12696297741356,0.4135082362465695,0.271651514163479,1.0,-0.7187704729337516,27.180489854995923,20.76528938161502,-0.1015158450896688,-0.0926658255437165,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1784398633135893,24.296621955109767,19.59903430130693,0.4224214286355792,0.3010698872024789,0.0,-0.9946414968063464,29.67203074311324,22.280678660202987,-0.0723653185480242,-0.0600154469544901,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1646242036145911,20.77844998565227,16.965934599555393,0.4057390832566193,0.2615453902038351,0.0,-0.0908384979093925,30.8974404900188,27.727873970433286,-0.0529257564719218,-0.0524306625739689,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1235296706692963,23.039185149847395,18.90053521261929,0.3514678800733781,0.1987575052062988,1.0,-0.5271482865185646,28.87266145590969,21.11336857577165,0.1332026000538946,0.1326995484847787,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1695531638060401,23.11077762497635,18.720566207102493,0.4117683376161051,0.2675111115188193,2.0,-0.0390069754907846,22.72477599400073,18.22546900521818,-0.0398130803710923,-0.0690712640851752,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1216936127687668,23.27214917323692,19.109094064411604,0.3488461162534871,0.21909099116405,3.0,-0.0165448917425297,22.93935202795469,17.588394951453576,0.2142126805956209,0.1148095176591424,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1579463152465128,24.092367221997183,19.634567575212337,0.3974246032654624,0.2722697683187585,4.0,-0.8427305268339251,27.14638178994773,20.35381804459484,-0.0916666445222359,-0.0469557578576873,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7988027388287557,10.982883775635145,4.493757337479568,0.8937576511393486,0.8839788164926768,0.0,0.4063233775726718,18.81208480926689,14.2354386310602,0.6460676921839834,0.6373182846781753,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7990214990723412,11.07943997401336,4.425420404405004,0.8938800250827508,0.884558786152055,3.0,0.2377748907453376,20.53146329720964,14.460878191753316,0.5419455225377976,0.5828668836661552,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.810816497074195,10.796398579407107,4.262536180881344,0.9004534953015937,0.890534807858773,1.0,0.0483765085562336,22.494493834233545,15.69737147589415,0.4932446401015882,0.5435716797104831,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8184366501722035,10.570741564630872,4.254888295519622,0.9046748865202237,0.8883989308099091,2.0,0.2618787245132052,19.84435704537304,13.57199620462913,0.5879753239937952,0.6399463715688147,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8141589762079056,10.637411284881,4.372051216735432,0.9023075841086124,0.8847939008468274,4.0,0.2253497292058923,20.8331843646614,14.069353934802598,0.5624572976683806,0.6533987204970699,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8059245394359418,10.885965946070488,4.329348943556596,0.8977330001751678,0.8890586663774375,0.0,0.3816136963814517,18.520548918636244,13.607415394457906,0.6378154145574223,0.6292541105833322,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7980884832868308,10.927090133067871,4.329355654821559,0.8933579817181262,0.884561374823764,1.0,0.4144754962298795,19.24577233560037,13.590147576711876,0.663659233181572,0.6619254594371315,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7991007132061092,10.993655796586518,4.355959642818097,0.8939243331326687,0.8868383218974024,4.0,0.3698201274641902,19.29062223047995,13.424188259598385,0.6333797728206461,0.6631586490583917,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.807172226775301,10.826748790837035,4.203713117090367,0.8984276414639984,0.8922717209179252,3.0,0.3393250352167852,19.33433676165432,14.035439378578006,0.6172789308204654,0.6051457954182328,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8019046916605244,11.152590042535849,4.597188741466583,0.8954913130838784,0.886442572078051,2.0,0.3339809390729229,17.938658475378507,12.9071234088708,0.6134949347587026,0.6169994143268474,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8294310774245001,10.067071363067644,3.932287875647352,0.9107310676365276,0.9007390294133178,0.0,0.3030765891644357,20.804573854615835,14.46110895750581,0.5839658484969849,0.5830766266453175,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8139711090187467,10.59846336601854,4.106818929822618,0.902203474374978,0.8951451225830541,1.0,0.3035927885810461,20.134477729360903,14.738773839539588,0.5735653494116513,0.5700091002250612,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8115529617015105,10.596962451550471,4.191404387953048,0.9008623434668076,0.8935529468079743,2.0,0.2413446329483474,21.57090183366844,15.30051421915852,0.5278005439578614,0.5366484358764154,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8033190763037731,10.826994882193269,4.358715628385882,0.896280690660842,0.8840852485290112,3.0,0.3931205801003062,19.272042818332952,13.494800545715195,0.6497444838641784,0.6651872383746751,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8238121871606696,10.149916135748857,3.990202038315831,0.9076410013612712,0.8987846567036123,4.0,0.2304711542140999,22.445260111788965,15.894838664650258,0.5225530171508572,0.5308491762901548,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8218186416437272,10.274434558768974,4.152042539619582,0.9065421345919712,0.8911538315260533,0.0,0.382999016382885,19.67655164787301,14.152948353172008,0.6270128704991966,0.6533496423601778,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7991956495945448,11.141801759277222,4.486052502838878,0.8939774324409544,0.879937879493045,4.0,0.1931386621642203,20.56475992078396,14.502931579780864,0.5372193684852307,0.6131357973902257,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7988530945691961,11.08849023083251,4.541653565442595,0.8937858214871349,0.8857951424007919,3.0,0.178710318393219,21.25708249400252,14.652370380907428,0.5361826394230935,0.5709568876238782,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.803051551380317,11.057148083903446,4.439035634371265,0.8961314365112162,0.8870022591909208,2.0,0.3112579967186383,18.82971331387111,13.473987482061396,0.6245369438256698,0.6236880066596056,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8188602660012146,10.38770412040975,4.037445458221441,0.9049089822398804,0.9001096874318535,1.0,0.2986165813256899,20.772555517810154,14.523252101337556,0.5777617295069167,0.5538936003902281,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8059374100969283,10.720354241528842,4.262029274682563,0.8977401685771316,0.8876448286878289,0.0,0.4012561592279924,19.39714487114036,13.50236711814768,0.6632902768809565,0.6359291635459393,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8135272432243995,10.493316695488394,4.120415422149789,0.901957450979164,0.8942531467749494,1.0,0.3424035211796886,20.30928929193961,14.627770172667107,0.600668350730071,0.615627037698292,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8190184766366692,10.458082866295802,4.091344551696844,0.9049963960321132,0.8964918932732587,4.0,0.2978710109524083,20.142558174083668,13.985394328325492,0.5902839276402623,0.6442437619334074,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8261779412072627,10.16110613486805,4.031483301957131,0.908943310301823,0.8971820593172527,3.0,0.2545261373627632,21.52874047339778,15.173611409940772,0.5431041462708256,0.6211920989174526,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7908348349415127,11.272679075222213,4.606866474444505,0.8892889491524634,0.8802427540239257,2.0,0.3319247007862813,19.423475783068167,13.744431586291908,0.6060352370221542,0.6229716250596886,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8095894250336315,10.395695321595724,4.182435587208001,0.8997718740086924,0.8878708369789098,4.0,0.2253053832331182,23.531883513546745,16.375804598687104,0.5181007892491796,0.552149039241194,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8152292717795079,10.545370359208947,4.150239195934202,0.9029004773521132,0.89332587230106,3.0,0.2851005597931488,20.529783302847875,14.65833659556689,0.5735219968762189,0.6352543928779096,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8156965851650064,10.505145332143307,4.109472480549555,0.903159224822581,0.8922682239484703,2.0,0.2703831958231834,20.95708117949017,15.109763876789518,0.5743797809208036,0.5712776980066034,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8052125932825425,10.736471250236852,4.290998397202594,0.8973363881379443,0.8896951446158334,1.0,0.359163779645881,20.099474658290823,13.970578635199953,0.6238860895650848,0.6454379157566957,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8129789391762959,10.578809714006292,4.21816774453317,0.9016534474508088,0.8916533862813226,0.0,0.2788333124667854,20.821024483276386,14.79970600117636,0.5562594068233448,0.5768005247363583,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8236760995833117,10.339746636184952,4.035324077636293,0.9075660304930002,0.8974015736789028,4.0,0.2579434029574021,20.52259214199398,14.32986074343571,0.5526719976212222,0.5890643849931968,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.806359027331566,10.719772855433735,4.304721500053335,0.8979749592626152,0.8911658950136061,3.0,0.2283735212163279,21.951145269668583,15.584486272400913,0.5565070573639919,0.5829998619722094,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7997460555451126,11.06249048303573,4.4398377270219775,0.8942852205373673,0.8893584963120418,2.0,0.2612541189908012,20.22160558083226,14.102804796640113,0.6022126332384732,0.6212227625134692,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8223332878537695,10.32947479713738,4.183929250127913,0.9068259413953992,0.8949667553157876,1.0,0.2937070991647147,20.484533519137923,14.282430348053822,0.6047526514759716,0.6143431462429353,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8063768729028586,10.855492430255232,4.389035843474483,0.8979848957650038,0.8883111874895927,0.0,0.2433985972030152,20.630790979694588,14.516387680222314,0.5784552130941626,0.5857657557885763,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8273773926207212,10.131267618569176,3.89830036701768,0.9096028764093194,0.8994724828978173,0.0,0.2333883154536101,21.774106690096183,15.396192629448144,0.5411934886962139,0.5255567047931529,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7913496844578363,11.122045455839867,4.69362464443424,0.889578374623391,0.8777229172456249,1.0,0.3388705705296226,20.25096526879696,14.476799346063776,0.6070145302502762,0.6044194898346401,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.838576461811602,9.771771589330235,3.890344655747161,0.9157382060379337,0.9048079921416382,2.0,0.1282376424710857,23.45887928047337,15.700876449353128,0.4485529904022829,0.5352211946258529,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.81023636461321,10.424769603076928,4.119341119573982,0.9001313041801118,0.8898165289420874,4.0,0.2804296564566302,22.47179788597873,15.349159421975418,0.5686095065979686,0.6135606634661247,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8320547031636454,9.956441636228334,3.869426811826002,0.9121703258127732,0.9028445779474908,3.0,0.1834920819244238,22.81005690487188,16.083357069742615,0.4892646260938446,0.5481141471310453,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7914805363605983,11.107122945059094,4.5820594143490405,0.8896519630237663,0.8783885272721504,0.0,0.4200907389147003,19.03352328031687,13.985760556092968,0.658155905485994,0.6528151837658122,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8192361313941652,10.617785227143177,4.261991541559113,0.9051167330437406,0.8934564338433593,2.0,0.1331149597645026,20.87566363929777,14.763720091322837,0.5400023352411976,0.5249472024222093,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8072479649045634,10.908295530744056,4.369874924223551,0.8984698129023694,0.887104712517599,1.0,0.2485185416211244,19.897402792799127,14.590206028743342,0.5724564039764772,0.6060651236311241,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7989684745556753,10.925718769961652,4.40764500876609,0.8938503959653876,0.8873524994535278,4.0,0.3953066096069799,19.409846417921937,13.677127903469358,0.6423440561386753,0.6533076757897942,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7998947088593613,11.100578454623614,4.621059371090609,0.894368352392897,0.8823347573846809,3.0,0.28410425734805,19.24306880733812,13.4772460778638,0.5958024273235414,0.6124588823737765,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3694359456653432,19.509852616312106,14.762568821709277,0.6078124264683269,0.6065390526140697,2.0,0.1255359176508104,22.576078400170555,17.544286041417834,0.4338357085221081,0.3753046502191187,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3808257955604289,19.33334396562263,14.565574857121591,0.6171108455145341,0.5960402842172626,1.0,-0.1679942464975834,25.999030887808896,20.77669577472104,0.2618709859207292,0.242628121096751,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3871293814271757,19.147042437214985,14.516082980413678,0.6221972207385984,0.6173995006095623,0.0,-0.1034012151022811,25.834632602122003,19.30772805429953,0.2323227332968697,0.2257853905855748,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3959053461446675,19.107027174129204,14.284997158598554,0.6292100970541532,0.6163011163984267,3.0,-0.0064005258463961,24.175309095394343,19.14711396212077,0.322876346498718,0.3337691754788071,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3797479906291425,19.371045235457,14.85661991454118,0.6162369598729881,0.5992733721182921,4.0,0.0167663755577121,23.750733290434813,17.833751215223447,0.3299592771994022,0.3557751221841443,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3904119296900513,18.932527979779923,14.196325826527058,0.6248295205500056,0.6126194221308117,4.0,-0.1118162574857117,26.752142606250267,21.61991870827438,0.2045969766271432,0.245460657002444,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3951073314464401,19.17898486098404,14.442533881253922,0.6285756370694442,0.6138274707295993,3.0,-0.1710793426247174,25.6537584116927,20.168460467955025,0.2126905073084544,0.2632525249111486,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3817696312770055,19.21151474121445,14.38745564027552,0.6178750936497501,0.6029239944113912,2.0,0.0059124858654482,24.623612656978647,18.85236364301397,0.3445790021620789,0.38100020178177,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.354163631679033,19.76944290186844,15.047275205596051,0.5951164858577029,0.5887532019468636,1.0,0.1161998925731488,22.57366320823529,17.51795678217767,0.4424318141905397,0.4355941822835386,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3964014872426163,19.226112546848903,14.24975156206097,0.6296042306928207,0.6131244464386026,0.0,-0.1318206668972084,24.80745257883905,19.85917405713329,0.2406145125122319,0.2388485276997537,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3900289503988925,19.27181653626367,14.620612662047344,0.6245229783102244,0.6134067137635422,2.0,-0.0447721756799179,24.12379315538996,19.15121509301728,0.3043252265283777,0.3391527078734866,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4105562785243323,18.802805467127264,13.809544101538387,0.6407466571257472,0.6334221432546175,3.0,-0.0931543858503574,25.072064004338355,19.02884505003197,0.3203116728058748,0.3138640982549663,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3750333474028664,19.30764601460051,14.553055663453792,0.6123996631940276,0.5873955811671918,1.0,0.0552031348867476,24.05041558927096,19.007291662311022,0.344296594495509,0.3930239697754177,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.406646921591295,18.633482459035072,13.787555087621238,0.6376887341377961,0.6304378204644336,0.0,-0.0403802556415269,26.123754354895947,20.942205052244063,0.2562557141114186,0.2499806406591852,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3975839798467053,19.188109849180968,14.290053316403512,0.6305426075567114,0.6120909073487133,4.0,-0.1120602905249414,24.800638366878708,20.08364673266753,0.2791583817040386,0.2433024143725654,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3584295782943358,19.68511157350946,14.8035282758815,0.5986898849820046,0.593676717792691,0.0,0.0426070948202024,23.41045753372672,18.61032739417988,0.3464576990280759,0.3336306400618377,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3939003743145028,18.80149070245737,14.131744181151102,0.6276148296462046,0.617168161157353,4.0,0.0074504500307014,25.625447623514354,19.424109204118423,0.3281260088132672,0.3018438088615868,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4100415421098128,18.78578856684436,14.091553535801124,0.6403448619238271,0.628276163397475,3.0,-0.1110466780244767,25.88035577130818,20.74436676362601,0.2461373549034775,0.2506298561698422,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3721204867895969,19.58910972985432,14.771989766204085,0.6100167922732551,0.6078552159693176,2.0,-0.0697725529170867,24.23940068111564,19.3805248909102,0.3428343023719663,0.3470908533112232,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3968233697278505,18.77637113617683,14.05144767378264,0.6299391794808213,0.6127097336456507,1.0,0.0343664355183067,25.24262300296768,19.640722035044465,0.3310625244358746,0.3216588633177345,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3753170488856252,19.23640447261349,14.48568811395634,0.6126312503933,0.5964692150786323,3.0,0.0841562104425199,23.98009492947708,18.368149274225395,0.3965378907960512,0.4016776302918321,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4003078561289579,19.2917262967286,14.33503481351342,0.6326988669251801,0.619994426020909,0.0,-0.1090873924874089,23.87864568789384,19.36918542482576,0.2733416856882378,0.2867609355540055,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3853561898447569,19.159593509404843,14.384385979124415,0.6207706419552439,0.6109478074119421,1.0,0.00828285434064,24.579326023248388,19.134890431145937,0.3398876413819216,0.3255785350045352,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3770418459602856,19.220631954145155,14.327796484468386,0.614037332781125,0.598205119293235,2.0,0.0257564984504971,24.69092180478252,19.674311797628643,0.3636641881173837,0.3641274007982725,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.407166253058399,18.95224364621703,14.152605215330995,0.6380958024870931,0.6210610126499134,4.0,-0.1938286575409724,26.181880217228738,20.856602530611152,0.1879742508766106,0.205979445464353,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3533182796850653,19.84306328391621,14.84853409168925,0.5944058208084587,0.5865067219715872,4.0,0.0613507493470247,22.970508032809928,18.385226572152657,0.4234161471903034,0.4230705377384533,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3834448713797398,19.261188312077884,14.3966543996972,0.6192292559903367,0.6121421619986456,3.0,-0.0253782954667687,24.50997089924136,19.32883251137497,0.3298921288236173,0.2896498808445856,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.409250778329672,18.20438335829335,13.470110612614338,0.6397271124777276,0.6205640548870941,2.0,-0.0611343948490985,28.241859320732456,22.2407016941724,0.2481059956759732,0.2391924961170179,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4027436291178026,18.676321935619345,13.642689133632066,0.6346208546914094,0.6281321390103869,1.0,-0.0859364749222271,26.49210160159978,21.3836238861084,0.30609134715211,0.2829644260264748,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4003406909307695,18.9831340780328,14.163767885615767,0.6327248146163762,0.6167117216300574,0.0,-0.0732188165199536,25.201671998169665,20.086072771377985,0.2655115080579932,0.2568187629500733,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4110354936315897,18.92648274029322,14.15393416133922,0.641120498587061,0.6342716251873741,2.0,-0.2917672268807576,27.01730255292565,20.789597216337427,0.1147000106807741,0.2001415218772037,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3961447752966053,18.91169260936964,14.307104245138564,0.6294003299735247,0.6234040056528877,4.0,-0.2290265598549665,27.719686475180502,21.38701042312285,0.1771281253970704,0.2340495888462788,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3722246850140132,19.65935156524605,14.781042902884026,0.6101021923238021,0.6111978388148347,3.0,-0.0933538508751714,24.193885845111133,18.33589688548726,0.3349521460245914,0.2919527396862831,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3786717007678362,19.34972188404722,14.290085617008826,0.6153630642482952,0.6066804301838565,0.0,-0.0967046649410079,25.27571745959324,19.89964688569801,0.2255970468760789,0.2867596840684056,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3925062021343671,19.05098655497612,14.174624896320282,0.6265031542077035,0.6164134415529591,1.0,-0.012339358519287,24.80587058231557,19.882021999043,0.3356123039338357,0.3280154824783991,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3481573405101014,19.673158664649257,14.806996933947294,0.5900485917392679,0.5808520004594153,0.0,0.1613833498924575,22.78997344575348,18.237980098829745,0.4467521808879167,0.4031259432707201,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3693372722457348,19.656170662968915,14.897211103171513,0.6077312500770451,0.5996183811725972,4.0,-0.0055635605103261,23.449655200584537,18.004521827592377,0.3652367167657069,0.3516410565567324,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3746369748932833,19.232963430884613,14.427161764597178,0.6120759552368839,0.5933460290740111,1.0,0.0507390267840183,24.49473672890133,19.189843850952485,0.3357738124589093,0.3435652284578258,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3811722713749896,19.33995669756836,14.341800549070207,0.6173915058133668,0.6013551032616665,2.0,-0.008618788157896,24.137131312511904,19.660537615823483,0.3412097083868284,0.2690538477847523,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4154959907356971,19.09052439385679,14.07796765160051,0.6445897849254576,0.6372409015067152,3.0,-0.2002035053639563,24.5900903548349,19.24626342520529,0.2189152286188092,0.1662500647367253,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3941513687243697,19.30761682648556,14.410478327536318,0.627814756759143,0.6247508037749738,1.0,-0.0902657824816073,24.190410964297456,19.273678052069734,0.2966447080706197,0.2914148934566075,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4003495821697812,18.83227572863728,14.131957325294811,0.6327318407153184,0.6137440093153291,2.0,-0.0899768666814457,26.20196263036861,20.81494192471161,0.2132103970147737,0.2213080750162885,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3869348583021708,18.908502204648,14.216813591443302,0.6220408815862887,0.6118232716198873,3.0,0.038348304129,25.29924825788839,20.039806985380896,0.330510963723761,0.330564641978551,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4294330720226067,18.294229385106814,13.623416601851394,0.6553114313566224,0.6345447388132341,4.0,-0.2951389402235,28.982472097698853,22.677442871220205,0.1110355088470643,0.2357186666640216,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4032162164586479,19.106405449705026,14.30771088921065,0.6349930838349278,0.6219964700201703,0.0,-0.1608308553445738,25.26524132344061,20.300271510340234,0.2185651210118981,0.225549774356716,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8056812003019249,10.741528262477386,4.3488956988385885,0.8975974601636982,0.8918898375820387,2.0,0.2343239790176743,21.817665591163458,15.697900457963224,0.5508803298225675,0.5374293126252838,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8063131671112629,10.93291382179378,4.249715068251071,0.8979494235698973,0.8884463719048395,3.0,0.1262795232567275,21.48408056206044,15.76707495059844,0.4985261397763369,0.5103404252019548,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8155702131233529,10.548681185976784,4.187955114442796,0.9030892609689714,0.8926751405748811,4.0,0.2031666117886689,21.58069566163476,15.703720815439649,0.5292479836168651,0.5308619404556789,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7963547461983767,10.870653053085638,4.329486409755384,0.8923871056728205,0.8812309726056032,0.0,0.1971841425098508,23.145279047022004,17.57191382869268,0.5164110676563456,0.5360579220665515,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8347345086495817,9.796453111836572,4.012051573856411,0.9136380622646249,0.8994591747876637,1.0,0.1841982285533062,23.38686007858089,15.949616110152435,0.5100313012457747,0.5860653004575197,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7966166698902724,10.895703002139962,4.331825375283083,0.8925338481165161,0.8877824220631172,1.0,0.2845685181486205,21.63654002282208,15.855622692804074,0.5745089226333944,0.5744876216964464,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.820394664897544,10.485800783368733,4.154450400239528,0.9057564049471905,0.895316672259612,3.0,0.1579557367383995,21.39492211597196,14.73269673742642,0.4978886100974733,0.5267269226197884,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8233510251805215,10.265101003218,3.919113414790537,0.9073869215036788,0.9009868211736952,2.0,0.1962720008590924,22.104721452317776,16.286114194669775,0.5248754200012422,0.5173490807801546,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8224318653418627,10.386980053766528,4.009183443395815,0.9068802928321228,0.8986614133333956,0.0,0.25764169717095,20.468108639463505,14.806195359387258,0.5978040694254632,0.6108807889375002,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8021590170274697,10.867261411299443,4.414198519366273,0.8956333050840546,0.8870573973545561,4.0,0.2741998363366045,21.04209885620548,15.216727822656791,0.5523608462592984,0.5963555876499502,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7962798328438649,11.078550668052722,4.499557802292386,0.8923451311472705,0.8865014038268667,4.0,0.2780830679588114,20.60749997715299,14.60236466855634,0.5853433770456371,0.6419518447759645,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8208148415589716,10.205953813315976,4.1681207243799046,0.9059883232637892,0.8919507372911175,3.0,0.2307894033632409,22.698049299527177,16.480642651299746,0.5479000980738784,0.5736785642407262,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8211227364268319,10.20686924802777,4.007234287854861,0.9061582294688714,0.897925536516511,2.0,0.2831145962425799,21.874510709124326,16.21591790594449,0.5499501610370857,0.550579220820529,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.803900667808242,10.793687433801802,4.273244739882319,0.89660507920131,0.8868159433106918,1.0,0.3558374943718732,20.01303205933533,14.354054003110274,0.6182185612508327,0.6450625578585285,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8181336758625798,10.464796129497731,4.266007079834085,0.9045074217756406,0.8957138159128163,0.0,0.373492423088964,19.206771614559376,13.978552644652227,0.6256470299545297,0.5814535620777753,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8122768155631667,10.742453214760909,4.426288988335727,0.9012640100009566,0.8842676291509723,0.0,0.2694978133182943,19.68303586334385,13.961115868050255,0.6035972199082502,0.6790520367751651,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8172645568168615,10.455340827313664,4.267793572045947,0.9040268563410986,0.8905865255762572,1.0,0.2754647500603572,20.85611770863628,13.98096515408609,0.565101402370738,0.5983851916246673,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8089167627490101,10.701086925495778,4.391462767519388,0.8993980003004238,0.8874004733141033,4.0,0.2741620812063223,20.87054656637626,15.349731127398986,0.5778963652277422,0.6089096753766902,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8045541779256704,10.813250489809056,4.240004832142216,0.8969694409949758,0.8883826975759835,3.0,0.3583593765330617,19.64819179437649,14.4985982989738,0.613853363152932,0.6379055650036458,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8006284658537788,11.085948157000978,4.442348333903987,0.8947784452217531,0.8885407189867816,2.0,0.2692666486761667,19.70517357421648,13.747291578303107,0.5943734894702049,0.6283530508414323,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8118613300586657,10.480466322263633,4.065126437989638,0.9010334789747374,0.8928847293032169,4.0,0.2874539997283762,21.71347091269971,15.366136183369884,0.5647457083171175,0.5976660444696442,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8191790789650472,10.42632792894236,4.162303338967505,0.9050851225785052,0.900968670575066,1.0,0.1208610586167202,22.837338430905785,16.317857516385068,0.4789908680250221,0.4725866622077525,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8033057052611556,10.856543136941252,4.4057554628628495,0.8962732314712807,0.8840199306766585,2.0,0.3385083871254286,19.94210232690866,14.247818096961764,0.6086461408045345,0.6323395314321743,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8296988610898617,10.222407401272545,3.955698041130693,0.9108780715654436,0.900702952403267,0.0,0.1988037117345253,20.861705187110235,14.538588100751214,0.5398623442708768,0.5511159774073331,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7910302981568427,11.319148792072744,4.627027217620798,0.8893988409835208,0.8816079747567377,3.0,0.241195815081324,20.34541599048768,14.80072506388248,0.550782552901485,0.5434516174697184,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8080334226556065,10.7723668393923,4.252426262628623,0.8989067931695534,0.8907825778109839,4.0,0.1635279171328054,22.0134722160804,15.585227358738589,0.5007956555316981,0.5325232146597008,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7901796872798207,11.127824161640774,4.452508310494412,0.8889205180589376,0.884168521238801,0.0,0.2685184899753898,21.580824325438066,15.022310338310117,0.5471408365104283,0.5937555645151846,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8063041090357487,10.750692746953748,4.352182228238786,0.8979443798376876,0.8876794257862626,3.0,0.2939816610733421,20.772185794325,14.562501878791092,0.5685805932667874,0.5900513617440966,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8010174802356607,11.040233742537762,4.505807751190551,0.8949957991143459,0.8868330202797315,2.0,0.3987235452574817,18.080857845192284,13.212235091431143,0.6589823913824231,0.6456613254383338,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7990239419650146,10.789015628180875,4.310690516819894,0.8938813915946873,0.8891660247855545,1.0,0.2852244311934436,21.982542710248424,15.404075695023543,0.5807989921492,0.601622454750093,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8008311553980718,10.88471809222301,4.206138632558799,0.8948917004831285,0.891304110917838,3.0,0.2491963160217631,21.537470855997693,16.00259493622332,0.5751071345749559,0.5869310464552173,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8145775432858863,10.456061326952168,4.164510782988971,0.9025394968896738,0.8918006518157319,2.0,0.322515191581206,20.78027994681498,14.734105023231296,0.5968859586936648,0.607742312635805,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8042227469553659,10.80859841793354,4.337396213047912,0.896784671565687,0.8888703675226778,1.0,0.3113935589252655,20.481863229108725,13.814688579470088,0.6122214737425092,0.6512466018034541,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8216014059044814,10.338082130207736,4.160251143855603,0.9064223111115782,0.8934437029989595,0.0,0.1613148198443694,22.427261032377714,16.573472893857165,0.4792256446851632,0.5303288136947122,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8076347258471429,10.857270203239327,4.423112104828089,0.8986849982058949,0.8914046109931348,4.0,0.167632562363397,21.20974281275121,15.723160674163651,0.5316258997029946,0.5537473199157841,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8360992623737824,10.04095048920729,3.922403860707133,0.9143846359884618,0.9076623464215086,4.0,0.1638012869588656,21.17243146077299,14.86394612245138,0.5014380351528116,0.5034619324620128,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8060970392649015,10.66556281904617,4.253829498853837,0.8978290703059052,0.8861269737507212,1.0,0.2710198168336259,21.771128862899424,15.020287271766673,0.5737468948718504,0.5767000299765093,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8043199590492638,10.927109735058409,4.284229245504898,0.8968388702740839,0.8898732758403122,3.0,0.3034600571823295,19.64327534236458,14.497495973913708,0.5800057371363385,0.5771172525323484,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8004493820201697,11.141485686499392,4.45982698275969,0.8946783680208042,0.8862901645425851,2.0,0.3273390827074584,18.2860944247931,13.411101014377,0.608435363870669,0.6002832829155424,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7948136883054988,11.053233060456185,4.462650499016717,0.8915232405813575,0.8881040693944359,0.0,0.3006779121606013,20.74838385861703,14.669160305849632,0.5823906536888076,0.6107545305822963,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8134299859339714,10.778039776050942,4.173909506992422,0.901903542870034,0.8952893639554789,3.0,0.2136895119391993,19.920863468691284,14.154535966001976,0.5666069428407121,0.5527652812146268,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8253209693415922,10.228879203295136,4.064616639128721,0.9084717826845178,0.9052863830506398,2.0,0.2186480472031533,21.49548389270621,15.049024118033564,0.5324973230313952,0.5416635954521302,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8132041362838323,10.603554697017598,4.255953419859368,0.901778321277716,0.8916207886859557,1.0,0.2103251018971094,21.583703867848904,15.266820444349426,0.5191885345705387,0.5423283671986006,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8008421668467338,10.605684645513213,4.332615970796944,0.8948978575953033,0.8843186436279429,0.0,0.3673700867862496,21.15243751382727,14.87701165593461,0.6290231713328307,0.6637519808660841,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7926233352868668,11.274358980498212,4.64832758550259,0.8902939682996787,0.8778405217295054,4.0,0.311407643216871,19.28555746639141,13.856343767572382,0.6145136263427903,0.6421814986833508,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3834180111233259,19.19522249716984,14.4144832739988,0.6192075671862465,0.6062909611919015,0.0,0.0202538864824521,24.330068086365355,19.13727366189272,0.3624659693931253,0.3506302472271332,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3943461396739721,19.094540428371527,14.418459449166583,0.6279698558192128,0.6073614845194754,1.0,-0.0065907008028329,24.37195811097285,18.952246919936805,0.3573483533445818,0.3559735969994889,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4020326672791893,18.839072775590232,14.040581538070644,0.6340604603766149,0.6214691605697348,2.0,-0.1377568939858107,26.64446701306333,21.37051263029404,0.2410086285807911,0.2124098189522001,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3741858095083517,19.64091231603249,14.76591117656871,0.6117072908244446,0.5906998465948442,4.0,0.0433098294134332,22.562117423614065,17.49356766537408,0.3991693419041765,0.4413826911655631,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4250760082130905,18.71037550978644,13.860160043831096,0.6519785336562723,0.6353180379702527,3.0,-0.2684978204339643,26.702409198372248,21.09793735314469,0.1061250905083753,0.1566383276314677,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3973248133439722,19.14932500965084,14.407555147221585,0.6303370633559668,0.6158268060606191,2.0,-0.1989602055479793,26.00923712200792,19.940312987901887,0.14314831618582,0.2290269203998699,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4061836437137465,18.723730591433448,13.8758042858267,0.6373253829978418,0.615801664083793,1.0,-0.2161692929502467,27.823146930045983,21.306048937212697,0.1963336957113905,0.2629346042982557,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3994170077453277,18.93369778045206,14.05897842889149,0.6319944682306898,0.6273045173384509,4.0,-0.0642120246504747,25.46703260897412,19.42486287238189,0.2473236541216586,0.2259970384499826,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4098430539928009,18.761614838719563,14.0107435864987,0.640189857859651,0.6285036654820894,3.0,-0.2513036682374125,27.68149117907761,21.744559807434925,0.1372285771834255,0.1583979552883139,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3692621445628237,19.457528155053605,14.840710758077028,0.6076694370096669,0.5949089009909944,0.0,0.1003921865393083,23.12587910455611,18.20867919584664,0.3714598133565662,0.3760379230146591,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3984866174854667,18.72681789918163,14.105025403355308,0.631257964355468,0.6199550899103952,0.0,-0.0602824918433706,26.566750877326182,20.507133086610235,0.29684444561542,0.2975691579052746,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3661553283013906,19.196024908218497,14.46117699388046,0.6051076998327592,0.5827855388096038,1.0,0.1149367493209925,24.388102053878136,19.341022923927937,0.4025189273965693,0.3817018164362277,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3679638233733052,19.612238976324665,14.882324267430846,0.6066002172156374,0.6034045115654465,4.0,-0.039679219517744,23.890622318506164,18.709854003105377,0.3137537521090696,0.303822244418222,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3866795337883331,19.12092271380661,14.261252866145917,0.6218356164452623,0.6136248683985812,3.0,-0.0751958694873913,25.63636346426291,20.09017987330316,0.2932552223805863,0.2461898067763659,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3498768331607765,19.514888111550626,14.919444295216811,0.5915038742369518,0.5872758433531237,2.0,0.2054437799346791,22.777590233077287,18.262838010103003,0.4810095818185856,0.3800920328968979,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4145388654525226,18.545914336365577,13.855340018486304,0.6438469271349503,0.621229675426156,0.0,-0.1251402894837239,27.0082707469153,21.338015361701583,0.2001047650900176,0.2761929511194819,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4046248951430053,19.20687274585545,14.320556431380924,0.6361013246751479,0.6207302359850665,1.0,-0.274925632303538,25.69687719838032,20.35359914147393,0.2403610965870956,0.2005587287831881,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.375718722565691,19.003371951048187,14.328334771585656,0.6129589894496024,0.5996646810639051,2.0,0.0578294465279454,25.38038746594038,19.38268987128748,0.3756652469145537,0.3680432197366564,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3961182492402811,18.67256062419233,13.85579351670226,0.6293792572034987,0.6108598104162772,3.0,-0.0421202632758592,26.379293137811523,20.33661984111723,0.3150949985888996,0.3615928961545361,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3666020846365153,19.404641796862133,14.55505048579244,0.6054767417322332,0.6013628957987192,4.0,0.0574381575251615,24.134640596097903,19.261814979110632,0.3661550306662319,0.3560481697139828,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3773979415933218,19.4585217449179,14.66824755429792,0.614327226933463,0.607198117539691,3.0,-0.0095947093914099,23.71663714352176,18.721569839706145,0.3287024183691399,0.3406036158300665,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3671828326626922,19.685547358387616,14.697885730965332,0.605956131052183,0.5908910698686439,4.0,-0.0007235651547505,23.427083562529152,18.126543209539594,0.3206377809416829,0.3215021999588162,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4063047019639113,18.944132324528034,14.218690479932803,0.6374203496057058,0.61966995419725,0.0,-0.0567216365044191,24.661382514501305,19.656610542002305,0.2467196164947767,0.3153693221090779,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.375134216132599,19.36453537715183,14.54759408283879,0.6124820130202717,0.5958997651222984,1.0,-0.0254346448464546,24.72379034285798,19.327391712792668,0.3322370171798712,0.3551609108080249,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3740998505470716,19.71646139389034,14.845327449530837,0.6116370252621175,0.5916483878678889,2.0,-0.0169693178786092,22.51252036229174,17.98000453253477,0.3456599106097001,0.3861289484174169,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3911587950593984,19.23283621105037,14.440978520678346,0.6254268903848547,0.6046906865084791,3.0,-0.0393819685248706,24.26456673544085,18.67435432890245,0.3406533998221133,0.3477169914121586,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.411010994723439,18.8978941680372,14.14461040363588,0.6411013920010071,0.6291164754413201,2.0,-0.1354255064856691,25.47989004723545,20.018821550732817,0.2766425652015925,0.2712748122913565,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3752353758083125,19.1175228813422,14.374943938747204,0.6125645891557402,0.600641528083692,1.0,0.0216586689103951,25.308922066620024,19.522128299586683,0.3485963890229459,0.34505236636989,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3852337164615953,19.301477352728543,14.367592429112085,0.620671987864337,0.6072123005432143,0.0,-0.1308025286256573,25.445126623659647,20.31885785519089,0.2632879431362727,0.2290573657021211,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3878598084027199,19.4828792534122,14.738231889220168,0.6227839179589701,0.6038412797136273,4.0,0.0090298059865876,22.629056927262333,17.906269294359408,0.3204575518013695,0.3469987652990636,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4035883663350474,18.76937867163148,13.933301978238706,0.6352860508839692,0.6294429037792463,3.0,-0.1106345054087658,26.56677687359049,21.083713708108306,0.2122771920727299,0.2829767265377065,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3915646735474671,19.01533387126659,14.137493452473326,0.6257512873926576,0.6212842957523107,4.0,-0.0957091444390683,25.77997185948125,21.18000692314865,0.3152560946768813,0.2341299022960243,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3881696109540906,19.29133269186457,14.344710966388238,0.623032592350174,0.6082889308515764,1.0,-0.1114583814524294,25.040216013320887,19.69537311680409,0.2904416138656604,0.2950288138930131,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3710211852931929,19.53012890468137,14.642410753275628,0.6091150839062274,0.5875582932035983,2.0,-0.1690761047439477,25.839243279964087,20.07511292294244,0.2477673346575427,0.333929170880675,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4131838863107927,19.043187265709967,14.42785745949855,0.6427938132934978,0.6280342712162157,0.0,-0.1281752569839442,24.321195381759875,19.28415401416589,0.2524006154663721,0.3260707899983811,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3751719986728665,19.161725598106184,14.43928840099628,0.6125128560436877,0.6023141797747898,3.0,0.0748211363366951,24.45897694079458,18.85204705900909,0.4115034862164745,0.3914176387296469,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3861913466473649,19.642447325245826,14.663271147251391,0.6214429553529394,0.6155368236089267,4.0,-0.2074701886788486,24.058586730811395,19.555855730023108,0.2487781289976101,0.2261832531008347,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3924472861326415,19.131480296429977,14.36483091165187,0.6264561327356647,0.6186590323041418,0.0,-0.0828789497259447,25.234345183500928,19.260527767792592,0.2851322565342136,0.2925167451814084,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3893405891474195,18.68950959517784,14.02386341148791,0.6239716253826366,0.6007290504903354,1.0,0.0140886510841238,25.928185788043034,20.060353848367765,0.3302074109930819,0.3635226500504851,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4015737731885894,18.95436156288302,14.30172780485535,0.6336984876943909,0.6207443049490741,2.0,-0.1870717725322233,26.606809878656133,20.953849235450363,0.1687244200041949,0.2640066696604596,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4172816003175865,18.864675191798952,13.908931834709843,0.6459733743809088,0.6393770578357655,1.0,-0.1841293589571955,25.590297939838827,19.819653310143487,0.2115823159340347,0.2454611456080004,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3706175005419172,19.368706824582613,14.65749387939032,0.6087836238146749,0.6015425501010151,2.0,0.0828197892805331,23.715252409030025,18.21401846437823,0.4335458464121311,0.4039582566402975,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3781844864921344,19.546435294419528,14.729449749928792,0.6149670613760251,0.6035475110106397,3.0,-0.034699401334753,23.588613815192858,18.634515124025924,0.3379738619375859,0.3312067508155183,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4050365659292808,18.905935216605748,14.261418888931686,0.6364248314057848,0.6256414606784082,4.0,-0.0513672800744486,25.01261514455943,19.55310761151393,0.3160180769819393,0.2773438098647655,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.405121463148743,19.057411012229,14.178638286045455,0.6364915264617437,0.6182153145806538,0.0,-0.088661896177665,24.520930160316208,19.691112260028145,0.2589032370991418,0.2730245504050699,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.579133129885127,15.721416229889163,10.72836119113814,0.7610079697565597,0.7232398430429254,0.0,0.2980688749422457,21.30008094870012,15.78360758280886,0.5746686807141915,0.489312072482295,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5913861145879389,15.439404167550162,10.649764776930349,0.7690163293033103,0.7360601796608306,1.0,0.1716934257561317,23.46341961188183,16.336289612153617,0.4904721264081685,0.4580406495577696,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5982504547289469,15.650827869651229,10.72544236700788,0.7734665182284828,0.7319253839223886,2.0,0.2607280787031777,20.16497716340296,15.03584588564032,0.5793417179215907,0.5462617794080837,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.608527305608644,15.105377604980808,10.389720917543308,0.7800816019913701,0.7342661594153486,4.0,0.2834926843548699,21.851149751691665,16.278192054263794,0.5614618080136445,0.561321968842768,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5967467506286883,15.45095345256284,10.5782339448179,0.7724938516021461,0.7278986989569444,3.0,0.2457340836813554,21.64260810526958,16.445545331083107,0.5464263640866193,0.5100693467556594,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6023905238872134,15.187377103741166,10.276678174355691,0.7761382119643236,0.7324061415693449,2.0,0.1818127178923601,23.312463273343266,17.158775493072,0.4909166607411316,0.4620468201558477,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6000460358593824,15.521991169979833,10.580936796592823,0.7746263847607631,0.7384658177727977,3.0,0.1963798109243362,21.744441496792195,16.245708192013907,0.4915750583681822,0.4245832459586705,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6046494016350734,15.304613917847304,10.561870351071637,0.7775920535815222,0.7357420217476004,0.0,0.2223381421070419,22.10548436833757,16.241575376816215,0.5075974274998363,0.484459024863705,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5904934684533416,15.543634081906792,10.812934376163216,0.768435728357238,0.7297342300538342,4.0,0.2966815978487607,21.12081112887489,15.2252589684165,0.556916801161539,0.5272885657778241,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5880948005967616,15.776491813974175,10.921159788100436,0.7668733928657899,0.7248399027070574,1.0,0.2470062935184392,20.91410406166962,15.146344025912205,0.543523883001445,0.5180169515476427,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6364282450832113,15.144739621794123,10.279262716318428,0.7977645299672458,0.7546044086985608,4.0,-0.1084322882131896,22.8956322204671,16.89080499092135,0.3852764710795414,0.3511492115029591,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5918993619088484,15.680717131325,10.598718274739277,0.7693499608063629,0.7237700724585046,3.0,0.3160104974497565,19.9905633964261,14.747515123645783,0.6041701346923647,0.5762991084277342,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6020868022118901,15.420602980596586,10.640355724704673,0.7759425253102596,0.7318581868131857,2.0,0.2241439080267082,21.640286467142246,15.89578626516774,0.5072138798185588,0.4785455245310069,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5910043345496666,15.645498217622409,10.538171067380365,0.768768063103326,0.7385602492726786,1.0,0.2276230908246094,21.573594026623685,15.993253164765584,0.5158245926114151,0.4616124040596963,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6053759699012577,15.44661806512284,10.584108957979996,0.7780591045413529,0.7372992402966887,0.0,0.2031121927765499,21.453610801319808,16.65765376473399,0.4992849520286705,0.4608722874312287,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5857216528118704,16.0877078424968,11.023453367111536,0.7653245409246912,0.7280198363013043,4.0,0.2327768253751082,19.55619505323163,14.92051030722771,0.5211589280487428,0.5051102461168631,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6046112077474283,15.05327394432996,10.308828731656911,0.7775674940977941,0.7421156798458948,0.0,0.2571776939243877,22.851418021629307,16.701183149221855,0.5397177915198744,0.4472325737344296,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5926869331752324,15.700358916833952,10.597492094243004,0.769861632577542,0.7248722230239345,1.0,0.3395262157021905,19.521031131450467,15.515537972740049,0.606132680958078,0.5225794051376373,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5992006904350937,15.468370623106685,10.4673148715598,0.7740805452646236,0.7274144160498329,2.0,0.2166635330101249,21.830708229039203,16.29150616659034,0.528962553326253,0.5070515874584843,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6010117228358667,15.579160688498488,10.540005832364171,0.7752494585318425,0.730507522206395,3.0,0.1976852229786767,21.24327297669284,15.84625606388018,0.5227232496733962,0.4919856197182374,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6043027094978795,15.570305127378765,10.713781258672157,0.7773690948232568,0.7453392977135865,0.0,0.2891897390341409,19.651277663781045,14.213526124782984,0.57155569071808,0.4345084156590041,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6009171567897968,15.56616984729538,10.557460160142112,0.7751884654447294,0.7353906632964574,1.0,0.2203984033308117,21.04934830123012,15.546084418744671,0.5292013611002762,0.4446451726193158,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5806632996545324,15.733023145457262,10.66313797625071,0.7620126638158256,0.7184928906548799,2.0,0.4072138184527724,19.43345035914164,15.183495580641427,0.6565917305751492,0.5555191147949355,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5869713139399788,15.916768491931098,10.952765499867557,0.7661405315383502,0.7266728106530035,3.0,0.2273308203190126,20.34877769533485,15.355140192890898,0.546180244733034,0.4428122050368112,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6139961395576263,15.036711040640434,10.20834845582742,0.78357905774909,0.7451959537307297,4.0,0.2363245785754968,22.358053810223744,17.162569795084824,0.5138459314075604,0.4445012581637551,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6040111189617976,15.270825114184222,10.271499673206604,0.7771815227071366,0.7475099645156301,4.0,0.2898622195000138,21.360798921164427,16.069109323406746,0.5704446570735467,0.4721912096762077,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5982296918089431,15.504369617473683,10.628187929787735,0.7734530962298767,0.7253625089945502,3.0,0.1950656588529785,22.052615972178973,16.649393574783158,0.4958307296741855,0.4993410114088533,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.59434040041314,15.997052892033226,10.958865298379749,0.7709347577122786,0.7271792966421343,2.0,-0.0796410067682369,22.206008833353064,16.048430179021636,0.438969633198966,0.4099721831777589,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6039741865730139,15.327341262824165,10.46301993855979,0.7771577619219308,0.7365571412778705,1.0,0.1786791470435172,22.572845731441568,17.41012112625396,0.4829628148461871,0.4558565566999144,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6359422607909164,14.684789445267878,10.045470682866958,0.797459880506966,0.749603808338331,0.0,0.0936224550877653,23.86742857920752,17.831594479808494,0.3955805135010763,0.3882615348082268,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6076192465486507,15.256472613114653,10.585647329656023,0.7794993564714768,0.7363085992334014,0.0,0.1701404511133083,22.78039506442025,16.427504199506554,0.5147998662707752,0.4647415050930792,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5986461316375654,15.561605099174043,10.651990072210404,0.7737222575185356,0.7335615664874687,4.0,0.2922227325242243,20.3247543632378,15.06150966981498,0.5646118595976863,0.5201722247601146,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5890541511564487,15.739595040253226,10.865070742498368,0.7674986327778478,0.7209734879963754,3.0,0.3328041084862509,19.658789457965792,13.957147703550564,0.5997396745962948,0.5514256663010634,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5902422329389392,15.674472382374626,10.659306510247344,0.7682722389317002,0.7254249539421445,1.0,0.3114621534628825,20.315350413665,15.41848474968163,0.5826209240752476,0.5075038857123954,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5890772236801556,15.781358177775292,10.67104110540846,0.7675136636111974,0.7221384267664984,2.0,0.2033006113685587,21.373554861233643,15.997767383955209,0.5388466594818194,0.5073331738362404,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5992611154765037,15.402417357184268,10.62912232785261,0.7741195745003066,0.7346440480654025,4.0,0.3122502350882608,20.808335325152875,15.759104088287986,0.5782253669502371,0.5099110018980243,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5973994461806797,15.322221622048945,10.510203727500835,0.7729161961950828,0.7248522162524469,3.0,0.2618511827498188,22.16635615784278,16.6449661385552,0.5374338394804358,0.4761043653651523,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6062411548008011,15.594923364783527,10.544474469032298,0.7786148951610254,0.7285800444221192,2.0,0.1914799324534507,20.60122371607466,15.595105734209335,0.5243102734042505,0.5089317687767173,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5762984680541865,16.12935654035972,11.253781764649643,0.7591432461466403,0.7201507554826452,1.0,0.3188255582512934,19.075877555540483,14.647520910594666,0.5969275097402453,0.5323795185148319,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5961620593804813,15.215628730095602,10.312434736249656,0.772115314935592,0.7377853025507963,0.0,0.2970855850212269,21.963318141528365,16.08201878795308,0.5842592090945617,0.5217927735062594,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6033608235607761,15.492067314114756,10.47546497023426,0.7767630467648208,0.7323556784822307,4.0,0.1999200366305741,21.47772531257716,16.283796768083096,0.4945193246469315,0.459789163931719,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5810723639633841,15.794779175681914,10.863668077362462,0.7622810284865364,0.7098186408398713,0.0,0.3397887849092034,20.16161379327148,14.853946113797182,0.5984562582030902,0.5635763857178057,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6001526714346442,15.171088265227915,10.35757034203142,0.7746952127375736,0.7258406792460084,3.0,0.2856348863192622,22.062270684899,16.512388086857364,0.57678258119686,0.555355584180408,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.622699083750329,14.740796052180842,9.933757083048691,0.7891128484463995,0.734434709850461,2.0,0.1460691279748679,24.12555772735228,18.90533971007924,0.4497973297404188,0.4077727245633638,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5848296487745198,15.57611897848642,10.754176332282473,0.7647415577146948,0.7248243678128262,1.0,0.1975679506217376,22.88587533534721,16.832895965816768,0.4999027070209836,0.4528415454536682,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1235868308315449,23.053167822170344,19.044557380750305,0.3515491870388905,0.1965939255357768,3.0,0.0636286553872448,23.06734599672865,18.609394024590763,0.2921435056390972,0.1804006609848853,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.13210343084469,22.95124027464785,18.6134371823969,0.3634603567483078,0.2302322557300966,4.0,0.0540652318481241,23.19069046344403,19.33770451076781,0.2557629000435121,0.1241782987238095,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1203957110686332,23.011314177580136,18.884043002391323,0.3469808512704861,0.2299718089048564,1.0,0.1057097211396245,22.911880017298056,18.64182362703988,0.346216208312069,0.0959488986290964,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0983220604535223,23.30127191355648,19.08264112240027,0.3135634872334928,0.2081803036105119,0.0,0.1940013930732885,21.79669589460801,18.102081309892853,0.4425965463945063,0.2255986419677187,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1053677214120072,22.9641983720288,18.68939328793076,0.3246039455811531,0.1792979155427399,2.0,0.1385846563020881,23.094276211444303,18.475558262819742,0.4054066066933157,0.2311583362010473,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1231220675678879,22.718184806899,18.722313760421667,0.3508875427206056,0.1927060666237184,3.0,0.0598107295161234,24.60520132269606,19.543851487307258,0.2757761778946366,0.1292097762034126,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1412077527463238,22.6775994584556,18.515916272869035,0.3757762004169229,0.1984186579155987,1.0,-0.0071645848503942,24.63250283144406,20.15067234987712,0.1969714820935571,0.1453555232337355,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1289848565096669,23.0440991651577,18.91264322178345,0.3591446179217592,0.2059986157261306,2.0,0.0340316374555131,23.236169488527377,18.351536986433505,0.2478432763472891,0.0912458859894919,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1309615104107305,23.02609093815772,18.86357053702856,0.3618860462863101,0.213278256757453,0.0,0.0390770547534864,23.147685448729018,18.79000924779565,0.2774184382006486,0.0808686542275835,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1465917489108469,22.50400519352955,18.44187217547555,0.3828730193908946,0.2523844954350296,4.0,-0.0679490971753735,25.82377787220224,20.76416708580038,0.0809973651850708,-0.0270928178319645,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1288410229532972,22.375763606202927,18.234427559750337,0.3589443174551555,0.2281299993607664,4.0,0.0606003913611022,25.55668810076119,20.909612239395056,0.264071482180695,0.1195503942408084,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1191864436183266,23.16697566576568,19.01934863509062,0.3452338970717112,0.184387306177124,0.0,0.0911791103005955,22.44206198279008,18.610007869657235,0.3170068669214394,0.1622563566133948,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1319422534570131,22.962196478309146,18.70796905657052,0.3632385628186098,0.2466033920946246,3.0,0.0384867979885313,23.37759385167053,19.264535408863047,0.2427895763942056,0.09764695368008,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1249703093901363,22.751405127269024,18.57201002375197,0.3535113993161348,0.2242077067970315,2.0,0.089276827235972,23.97928875116208,19.4894378244811,0.3108067805031719,0.1034185834965428,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.138498177018298,22.960569492326496,18.73579843660492,0.3721534321990934,0.2129148682848948,1.0,0.0362156192776923,22.963730310936057,18.840631360217355,0.2269332962043519,0.0928843802412936,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1468857162915486,22.89589394391552,18.80360800850908,0.383256723801498,0.2113429022651097,3.0,-0.043611600409388,23.698570668398272,18.933937154723683,0.1407664725061075,0.136682246940895,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1176149959593275,22.48033770595228,18.31043757660658,0.3429504279543487,0.1931347921670544,2.0,0.1113702821786335,24.9162935341505,20.32986846049188,0.3462228547840624,0.2495673818301464,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1461400934932527,22.584477644133216,18.44153119925849,0.382282740312881,0.2408244048801624,1.0,0.0217996165781779,24.36102261636973,19.8784117271887,0.1834917924845729,0.0982443335384706,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1271191320871004,22.370091778736164,18.0913009598335,0.356537700862542,0.2276907843600088,0.0,0.0894263489095861,25.258658002149925,20.939294693035315,0.3116704158720201,0.1420213928557089,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1092088296709958,22.9760868313798,18.76740905099664,0.3304675925943356,0.2313271018188245,4.0,0.16066127615181,22.94676595279687,18.93790895662255,0.406911138505753,0.1918074378886952,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1331990576271932,22.873647131021205,18.58608956141369,0.3649644608508246,0.2378344553868063,4.0,0.0472623649969559,23.41496024840459,18.7902005072325,0.2683765790133962,0.1551991975416481,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1230799254462395,22.95376213575405,18.671389169548497,0.3508274868371204,0.226458395454779,0.0,0.1083062326331887,23.03029603079453,18.96655230954207,0.3370655664340178,0.1036291561267978,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1315305108166267,22.56994217522354,18.41577328234008,0.3626713538105891,0.2252216214856585,1.0,0.0342199187979002,25.072174688244445,20.32940350759096,0.2353599501411333,0.0412024888870557,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1326132920851048,23.06331138389111,18.97094096651419,0.3641610799359622,0.2329440016500196,2.0,0.0425026175307221,22.666962098910027,18.44423428677722,0.2612048070366105,0.1167604540226452,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.142795536079624,22.994441992096466,18.716300856878792,0.3778829661794839,0.2502135528857254,3.0,-0.0245542730727832,23.29711544773646,19.41989348437905,0.1340101064995412,-0.0107195842487151,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1456747917123266,22.61099871717884,18.339071145871355,0.3816736718217322,0.2134702241192576,4.0,0.0078251005350173,24.48215795676529,20.36495636052189,0.1681742187904501,0.0506004901438963,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.118743623860546,22.803780345961176,18.62555309659816,0.3445919672985392,0.2175565994502891,3.0,0.125199011716141,23.603890057661623,19.15883281412704,0.3548064943936982,0.1812277414034638,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.139001273060064,22.93401520960852,18.69008590203204,0.3728287450128006,0.2355301649473817,2.0,-0.0584602942694105,24.19997413209349,20.004543292693672,0.1254330432286501,-0.0877063106567238,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1243800786702836,23.26084590955532,18.973516274084947,0.3526755998382555,0.1983179489299842,1.0,0.0638004902364163,22.16749060317029,18.53216353358485,0.2869457098113935,0.2085390106143129,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1305150764808239,22.230659027589315,18.178461595676698,0.3612687041127436,0.2166101398030487,0.0,0.083008383766109,25.78296067663324,21.211577237113403,0.2886971468916865,0.1376335411810803,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1102540745746535,23.06515787242414,18.854104805386427,0.3320452900940449,0.1944278221359786,4.0,0.1548947176667776,22.539246960860424,18.02820219993591,0.4006999037632261,0.2069667534867793,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1226532611157019,23.29873394505348,19.16598449471897,0.350218876088468,0.2194636504775373,3.0,0.0809411919697503,21.75097914547585,18.018001384945865,0.3318674603008279,0.0290720071090608,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.130921770189701,22.661789038855044,18.45799150254181,0.3618311349928902,0.2363468087472741,2.0,0.0572721813486682,24.458401746067764,20.01342828445013,0.278323799216466,0.07955422752283,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1363391700150266,23.156097496531192,18.947446341315803,0.3692413439540751,0.229135073060352,1.0,0.0067489429857457,22.598599544385937,18.224273307313783,0.2199095825682515,0.0596099392508494,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1313802437965573,22.7215093663118,18.454698206950468,0.3624641276715847,0.2220568938162766,0.0,0.0708241082177747,23.93288178650105,19.457935952876817,0.2922210027192473,0.085744466909088,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.152671617081977,22.87082113082253,18.690371748725667,0.3907321552358928,0.2653332286540651,0.0,-0.1038763085554659,24.133403608382704,19.09392639502204,0.0913289514216422,0.0379094294774445,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1112734888919046,22.85466388099833,18.68888473751131,0.333576811193118,0.2216479801322645,1.0,0.1299733621283127,23.727649199297847,19.48603499291352,0.3610377177745995,0.1443947869797106,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1465502501664052,22.458944111140948,18.3408277632826,0.3828188216834562,0.2504235332780365,2.0,0.0155308550406506,24.96991831452229,20.08718904632231,0.1899994825599522,0.1104421246959891,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1423492721087296,22.63831025623616,18.407816441798467,0.3772920250980264,0.227736975521548,3.0,-0.0085161212966937,24.648448279007933,19.761312262603592,0.1892207806173679,0.0520426800826787,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.137320552607008,22.384719264702458,18.21076785376674,0.3705678786558182,0.200585988910313,4.0,0.047951068660884,25.196621941528125,20.22379224271405,0.282176292056133,0.15742171575286,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1114483115680684,23.24132962970628,19.13904757754533,0.3338387509731175,0.1994347360487088,4.0,0.1130420701419944,22.38731169052674,18.133202477133736,0.3673991928317532,0.1802088567495731,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1379496952832885,22.80484051095041,18.640705636042902,0.3714157984587709,0.2335694972063329,0.0,0.0062777745965824,24.106675035610376,19.607995037415904,0.2185885151745112,0.0556286469420191,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1354430791631111,22.542258382266656,18.46288176017774,0.3680259219509455,0.2091904723908919,1.0,0.0603984405948312,24.65810205559271,19.789332257028445,0.2610420127906148,0.0972093501025904,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.145682892091547,22.47212250469962,18.35726981816281,0.3816842833608579,0.2097870749185659,3.0,-0.0787000856967252,26.122334772512342,21.25080428381652,0.081715311802173,0.130561792358436,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1351340474519847,22.619873391551742,18.414286853878465,0.3676058317464936,0.2103028369662045,2.0,0.0411083106173808,24.612973671058377,20.569002090806283,0.2437603001704732,0.0851766527229073,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7507648824694195,11.879057197977842,7.306438846266018,0.8724744597961458,0.8675011211826489,4.0,0.0374425020277446,28.75895795103141,24.13361183803272,0.344991379357104,0.3127797230159643,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7052326811624858,13.31316159355417,8.502017688978396,0.845278263333312,0.8316500825331525,0.0,0.2575680832137949,20.82138471867845,16.773784223247283,0.5140566786727898,0.4469811327964979,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6952334418347667,13.423754753664952,8.521101533492061,0.8382882799291483,0.8270061982513363,3.0,0.3154269197705229,20.31703545078445,16.209998783386894,0.5630118994518214,0.5477146121185884,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7459830512447277,12.659497643251662,8.052466234016075,0.870059835444206,0.8548352909937094,2.0,0.0057320034684986,23.45589849276205,19.01426210562093,0.3343421122958254,0.2474613548381651,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.796980600806743,10.55297496913541,6.732856521927291,0.898860359099126,0.8894874738119907,1.0,0.0935255609955589,31.394284240489768,25.628556221282487,0.3741709382398913,0.3805366876539327,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7138869454339729,13.6381716085359,8.638994237357197,0.8490353144487974,0.836194856368909,0.0,-0.0778643286086038,22.177157901908377,17.94426559621187,0.3179904643618751,0.2202984845288694,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7015764992853009,14.256648560483915,9.20166860811663,0.8418257553411248,0.8315410774494953,2.0,0.2525731538947839,18.15509969484009,14.506931751075488,0.5284028492629992,0.4425781898279452,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7450723012677198,12.633429322739106,7.99589446230933,0.869111369672294,0.8601782261605179,3.0,0.3369219922014836,19.03883802399293,15.107546087039552,0.5858194041085162,0.5237294640774645,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7098367378129877,13.253262999970223,8.458401764764558,0.8474866452171794,0.8359669936196563,4.0,0.2791775487487994,20.234249122021296,15.651456139155524,0.5379908246848413,0.4745880865088121,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8478213581350652,9.037838506191823,5.808363700008045,0.9286859496865756,0.9209451279174374,1.0,-0.1794900699797621,29.91477129675575,26.60186199589329,0.1549031232712648,0.1375491814784961,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6876485834380972,14.635579351705546,9.08719958541874,0.8322804477125392,0.8215202979158894,3.0,0.0723807240072749,21.05781517821332,17.040837730574612,0.3763738232756161,0.3349360278684206,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7915119684970298,11.067987927705058,6.955409769735657,0.8957443201112812,0.8881190838847829,4.0,-0.3614569145131656,32.22747857998979,26.20526254287628,-0.2357749446019222,-0.1568754890997184,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7310917821209948,12.857796663100377,7.781833631386719,0.8594090569871918,0.8533926600336541,2.0,-0.1578678287291379,25.32910514703771,20.319870511896585,0.2481145908337769,0.1953801349195338,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8009539994807928,10.916128879002413,6.82948415577831,0.9003767098925473,0.8891787314243175,0.0,0.0764465383834869,23.47722360247736,18.52125134065404,0.3169276222316938,0.3179366608621192,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7203698401771084,13.212231317988136,8.191256726640015,0.853868172487075,0.8450358858797238,1.0,0.1211844580100968,21.190429383982995,16.978870348550227,0.3823164663104461,0.3058951462771175,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7060285057813849,14.375080187114833,9.23294130579473,0.8441574280341191,0.8240509291901685,4.0,0.2750860266431949,18.10434368549035,14.281991032733217,0.5295469961512784,0.4696710522045049,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7045484239486715,13.719729395368832,8.66016913462695,0.8436507285918159,0.8311054050857672,1.0,0.2413105067635007,19.52653324375597,15.647323639911892,0.5239363933513783,0.4179153963640091,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7787541716169022,11.473163209148987,7.087845320800598,0.8870585246618445,0.8757352634441694,0.0,-0.168652351267905,26.732333620063947,21.072168920041584,0.1568890861708033,0.1768176551334982,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8411709002515874,9.289384829369306,6.091996166078567,0.9242478606627812,0.9152447296725004,2.0,0.100060640208718,25.70156684355565,20.841163356977805,0.3540011199512646,0.2067167182489497,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7464268119021492,12.244992123461383,7.650752948914462,0.8693779593415294,0.8602144000845199,3.0,0.2171935266869487,21.89218991702913,18.35639393610396,0.5218863913970153,0.4013118388136411,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7547578131382191,12.617443006665992,7.893655271683487,0.8736975037086003,0.8621643331566787,4.0,0.1157963059825817,18.82679749385475,15.1081449375635,0.4220505851858804,0.3271589058216536,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.765604967228356,11.627017010229451,7.191402429365278,0.8803232044456495,0.8686313763666205,0.0,-0.0149835832167501,26.40962154260433,22.03056462634,0.1036912179684034,-0.0340496140599745,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7001026759799492,13.914943831785232,8.66759254101675,0.840925527821041,0.8365790209889975,1.0,0.1229840052292975,20.928095298558723,16.186843824738347,0.416995071542837,0.3106231737761636,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6612966383030741,15.064021678181954,9.780165738173649,0.8165377583777863,0.8014947026499277,2.0,0.2407751294776616,19.382874555099114,15.617653937566493,0.4918045755791893,0.4408537509230086,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7335780285683813,12.9180103443348,7.887107906242285,0.8612038781696939,0.8523042223050293,3.0,-0.1578369178713676,24.342556205422767,19.59998653572381,0.2639808782857812,0.2692517454866967,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8533211450041461,8.761303007640644,5.700078122332132,0.930311996120558,0.921988283366952,0.0,0.0386353732952913,26.873109191389894,22.875270956057555,0.314524339974226,0.1974463433596418,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6988406984278763,14.030816831659696,8.958707496900526,0.8398286825404899,0.827106665707265,1.0,0.1613146761746481,20.22593479980646,15.73513909238552,0.4187401194813665,0.398779623752566,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8195275688990289,10.02675179302988,6.14447944330094,0.9123773027495724,0.9062242645072774,2.0,-0.0749190034223836,27.50556374384344,24.726282839522664,0.388360321013081,0.3399783810736345,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8622734862536557,8.21748163353369,5.51777519360981,0.9366304846989948,0.9269697959078932,3.0,0.0306944586235149,30.543337936378144,26.91042510797026,0.3760188801898884,0.2407089955383459,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7991936713318413,10.50875381825124,6.450982699993938,0.9010477499583324,0.8952753567580812,4.0,0.253960474440844,23.67183250615328,19.57715712568978,0.5597492551380508,0.5618581998833888,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7321177337521991,13.2376673050664,8.235157582737951,0.8609953518630449,0.851111094651443,4.0,-0.079751093823553,21.99339270699101,17.36483181483502,0.2965885986833454,0.2566845680242189,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8177271042752281,9.964098363342096,6.417431305909192,0.9102213973552488,0.9022341522112428,2.0,0.1516142995599334,23.74953749112126,19.375244100173628,0.4565609518106202,0.3570355382849026,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7211688696895284,13.024686410825083,8.4005745947242,0.8545014888250666,0.8444860462202973,0.0,0.289854488073507,20.07362926953851,15.673003047924468,0.558371255542832,0.51327206403421,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7003095976791661,14.342078572328688,9.138399278526798,0.8407585274183442,0.822447589756458,1.0,0.2569053541744448,18.721929720167388,14.85234251071027,0.5198506493670132,0.458393703397197,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7030144078083462,14.100695605157378,8.827078636207917,0.8418368089421983,0.8312509891329394,3.0,-0.05254374485949,22.807099624587767,18.09110776113072,0.3469898495950723,0.3013722138983207,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7625429396754475,11.936594793876818,7.453175862831855,0.8790963015541903,0.8661534156358881,1.0,0.1369517784984769,22.477271482491663,18.471859800766165,0.4408920501044386,0.300263988945309,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8001438124927288,10.108868110950535,6.315123760735687,0.9021352456983472,0.8928909999538811,3.0,-0.0612640204815344,31.358074150230152,28.019830142730303,0.3930536439570363,0.3167888419300989,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8379335214063621,9.381464215294304,6.06895481278964,0.9218320345390454,0.913165225054058,0.0,0.0993881829876131,25.556430295302068,20.794553038225214,0.3495308063403808,0.2000943706403374,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7121363394380084,12.92903325564784,8.09562339046602,0.848019810971588,0.8374408063095697,2.0,0.2940653019078577,21.16852776583752,16.792869095877236,0.5455426230578416,0.4663737144372914,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7261243453698517,12.720475789976332,8.057621579863037,0.8580938226924202,0.8503536656444669,4.0,0.2952292898300774,20.87947702951294,16.60126151075704,0.5440316810454943,0.4674004856918998,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7201825457410073,12.74384918669334,7.997593754599534,0.8533475492564364,0.8450651638782023,4.0,0.2907373869768759,21.366126922167982,16.803280541574885,0.5524732961318739,0.4540890302321328,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7440837158042899,12.64228083371014,7.728877579045054,0.8672952553557514,0.8601474841870685,2.0,0.2252920925223128,19.78125424914709,16.09932014017706,0.4959498266154181,0.4287169866652726,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7463885460129971,12.469945548422418,7.825356570329578,0.8691734704349628,0.8590960700620891,1.0,0.3293064732777487,19.51687666941185,15.51814464811931,0.5868814208450643,0.5247702875757316,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7990579809922803,10.912574983377576,6.805556079213862,0.8989074676718226,0.8911090655093113,0.0,-0.5780809376664737,31.79372455786763,26.954991396840573,-0.1765791254134359,-0.1053094083838459,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7072413452181071,14.10777712267434,9.10683246132261,0.8451562846317848,0.8320697605399691,3.0,0.1215701789325734,19.237536855871426,15.14957169833698,0.4406939537402857,0.3930266855438698,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3272117415499042,19.920329341507,15.347208415519695,0.5727998375732808,0.5838995096378992,3.0,-0.0289969576086253,25.164472925282084,21.35329125706592,0.0359904031597102,0.0208856594760657,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3347309923657375,20.01964553313873,15.33700642225208,0.5795361361339015,0.5911333135230582,0.0,-0.0272977053789,24.41226339419848,20.32409555374108,-0.0212811304058352,-0.0265814748049063,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3027751183372414,20.201816459718184,15.62958275032759,0.5510174053799791,0.564335653504988,2.0,-0.0391921287336609,25.47040983537084,21.26739400337791,-0.0181900395279944,-0.0819874875073331,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.387781451833962,18.7651784333288,14.65571488503966,0.6231929458884898,0.6163637866771802,1.0,0.021926977745769,25.71893129579152,21.87777139107743,0.1566479547138458,0.1620843124570954,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3083817875313794,20.697954690270013,16.34608442832218,0.5559259523368865,0.5558336089632294,4.0,-0.1156495070696326,24.583346969122648,20.657943414132376,-0.0712863708263404,-0.0872860368330035,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3123539526670315,19.476960186583504,15.395708402327642,0.5598831680355589,0.5786345673053935,0.0,-0.2128091876483528,30.894128459451604,26.71667572915939,-0.1675385869878587,-0.0880733478283953,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3624720699081076,18.622303530639364,14.426788595059053,0.6030127650252879,0.5957398644259537,1.0,-0.0220474372294066,27.74259984776685,22.922655953840867,0.1803882067194913,0.2544669938646074,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3322040305043998,20.200446208736167,15.450437422932806,0.5773066625586905,0.5879242640384779,3.0,-0.0178106024970838,23.77294016838809,19.617784256997925,0.0564532127781172,-0.0353794521811608,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3639554492842497,20.17888183216044,15.5929829854797,0.6040362450924389,0.5962371324505866,4.0,-0.0400790214099899,21.114223242308697,17.853973320552978,0.0351489605154513,0.0302596539858538,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3092334417890396,20.19479019015584,15.520915840739006,0.5566276949076135,0.5650417240287843,2.0,-0.0518905605483861,25.23468366700473,21.22399483777104,-0.0032037319882628,-0.0180049871261804,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3043411950019006,20.128935744458136,15.5544319925022,0.552610190746768,0.5651369478255845,0.0,-0.0269879900456531,25.541497469428844,21.414310851901543,-0.0018049119521877,-0.0678526925594253,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3289989688531282,19.506629069411574,15.082709348373456,0.5744036784568258,0.5859996809536302,1.0,-0.0023138141768583,26.914367429120887,23.09210782653335,0.0650119479763194,0.0476730847459335,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3579821856650085,21.1509185176687,16.21034888429684,0.5986863350522702,0.5726656187439704,2.0,-0.0273417074576127,22.84021128639884,18.881902086600583,0.0794579769378294,0.0642676185053814,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3485668322034547,19.21210128307475,15.285392918406403,0.5908620927380691,0.5863143183523538,3.0,-0.2072908352018732,28.33666235168369,24.2891829445416,0.0230045100953128,0.081699515960439,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3310806033294444,20.84266190476921,16.20411191596531,0.5758176557693648,0.5718243502294145,4.0,-0.2750169377462259,23.869658739959,20.32451134265021,-0.1145412038883987,-0.1341282556010025,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3429110292043904,21.148067251536315,16.112669924141205,0.5860187711890392,0.5805280163820667,0.0,-0.0740826470062092,22.73224530095162,19.175327036465013,-0.037815142472633,-0.0369085010980012,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3373415816233646,20.473682495419418,16.038875921188072,0.5815615892578385,0.5606646917456007,1.0,-0.1601883451718941,24.44853953609452,20.49502333271904,-0.1833433743421992,-0.1649984540210001,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3319191531114052,20.6843081228691,16.044891185196064,0.5767453569587049,0.5647959171498164,4.0,-0.0676397707026719,23.09567903058253,19.076791962939915,-0.0042186443180742,-0.0692686694938156,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3719440154335051,18.27479257795484,14.36474005022268,0.6109454195002091,0.6122597702496478,3.0,0.0629231995900844,29.00836668639927,23.90290455310924,0.2636624191133974,0.3128351210014803,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3345386745095648,21.285070842582744,16.315573764931713,0.5790893292913553,0.5680904563267468,2.0,-0.0598173964927104,22.25895762339327,18.566340471582883,-0.0144268978609068,-0.0360234270744834,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3679165376967754,18.909379755403243,14.838354378299709,0.6072393306551176,0.5667766721138925,0.0,-0.1661519987035804,27.43945034151492,24.35775919721407,-0.1267692980678874,-0.2219744722309805,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3708413824274031,18.82877409159831,14.724012584128406,0.6096608807619944,0.5715637119855409,1.0,-0.218850331987483,28.31081500801703,25.09027391225786,-0.197484310336249,-0.3177476872110631,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4316062399368742,17.903153095209102,13.88358105604886,0.6576039486463804,0.6246731896287209,4.0,-0.0704757017886454,26.257421479741684,22.92184912738834,0.1064702121321892,0.0375442505143511,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3041982483928502,21.262322159611955,16.669170754825142,0.551943904294425,0.5457586257888238,2.0,-0.1595160507169073,24.47133501527921,21.033832915755035,-0.1070587443404455,-0.1192157926971198,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3274042992488829,19.75772140878876,15.370472440302768,0.5730525575792789,0.5832227839204931,3.0,-0.0035353341060997,25.515393249233515,21.02794147726704,0.0905743381153982,0.1279076648799619,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3765934311532461,18.770656646236983,14.726782631102305,0.6143452566156894,0.5825156054674795,1.0,-0.6883860543269784,32.59906489585842,30.10836041784799,0.0621059365815359,0.0862206773242763,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3165789058014379,19.384536940376368,15.032888671554296,0.5631773885127851,0.5875013692571455,3.0,-0.027665328261899,26.91695159994096,22.513492563495063,0.0295771914163813,-0.0123123808214135,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3429594243693299,19.92839087860039,15.658681651416712,0.5863852713385493,0.5848345876657116,4.0,-0.354268093500538,27.718101868691605,23.81678397908575,-0.1418925202184322,-0.1506324285736886,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3155310101983558,20.217252910490952,15.592245366794472,0.5627370512939456,0.5764053603562816,2.0,0.0101185247178006,24.054762222035905,20.097531638888057,0.1482089586192412,0.0758833635447937,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3460052213554093,20.497019232702463,15.846975512193271,0.5887649911075196,0.5815734745301416,0.0,-0.1126587005996524,22.989285155140323,18.704018386845583,-0.0449001314311242,-0.1188587768659347,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3431899417084109,20.20020992709705,15.644111364145964,0.5863463866153373,0.5825925468738078,3.0,-0.0339358605358453,22.727721998429114,19.069812238862102,0.0002448928145514,-0.0795884816088879,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3959842359199143,18.889108585030705,14.603770279542204,0.6298817846548732,0.6190189228595229,2.0,-0.0107040019685085,24.94405382440065,20.50048081640897,0.1544239415982556,0.2222203168266264,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3719094159636984,18.950807625018065,14.791159317702649,0.6103158057097614,0.5769985330668647,1.0,-0.0316844929946436,25.6957666273294,22.424836087357537,0.1211208025186948,0.1760023062458467,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3440938644469555,20.1185375264632,15.793697278698058,0.5872320555567279,0.5753170160246959,4.0,-0.393819271669277,27.263398610059777,23.61736777511293,-0.0925355016311652,-0.0614016225315903,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4175971422170687,17.591829380121855,13.87500573264119,0.6466119120134877,0.6190817686289952,0.0,0.0073458872612691,27.381497824687244,24.04928435154939,0.2206659310007421,0.2171386483655771,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3923709156763494,17.215277097463275,13.524653402439773,0.6274871978298704,0.608889401224511,1.0,0.0083756354555082,29.523607036700945,26.30594745145685,0.1471387155061193,0.2170059184148769,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4046746643928148,17.7785668203745,13.898859775516945,0.636585954991342,0.6113409602927051,2.0,-0.0760925033101613,30.029711309655283,27.490215703622887,0.2192216799433251,0.2679685285928864,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3690878294348053,19.916529456977884,15.389779508016671,0.6082457734298681,0.6018635627184697,3.0,-0.1053457586819497,23.07713684711754,19.951347772758485,-0.008377700698035,0.0230874718037579,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3545894550241755,19.386350719780825,15.176753759216696,0.5959374976019476,0.5496041009159721,4.0,-0.2116552461872929,27.208970960308065,23.64924469831026,-0.1787391997192081,-0.2429909759286709,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3304845446448207,21.21222690888452,16.588798689979523,0.5751736317947136,0.5684573555516078,0.0,-0.167512588892758,23.507016686231253,19.798503940044995,-0.1402552677632463,-0.1388080089511243,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.320142078924862,19.47107463572496,15.125350044848416,0.5665221559969196,0.5864531916782071,4.0,-0.0174912929138979,30.642005161976577,26.54001016834145,0.1240251433088195,0.2002170727119679,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3459417804603971,20.41003431446761,15.750412363934151,0.5888532742361092,0.5905526928076169,0.0,-0.1637498102108374,23.44284873617042,19.162483557637497,-0.115520613829639,-0.0647890131971938,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3518274453808476,19.21085162680312,15.154772018776628,0.5934506729783762,0.5762797863099838,3.0,0.0049448122387995,26.108780137279595,22.307407461004487,0.1744157822580492,0.1858072141325611,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.328374132582638,20.316206739040545,15.954974585852272,0.5735599949841419,0.5688937318359818,1.0,-1.7609408423699977,37.55733391618543,31.56922458631448,-0.0666703577583381,-0.0516591960201027,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3690341939331777,20.09336760883684,15.375004511912936,0.6081912828513595,0.5998349742537443,2.0,-0.0378463267329116,21.89344568875297,18.065122780582293,-0.0427559248236546,-0.0230325610785088,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7550770228308079,11.920797810658222,7.420343072980328,0.8748309820651585,0.869676350413384,1.0,0.3544011152663796,20.65971871371961,16.243451337934292,0.6015140759901707,0.5309800808490445,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.715408750737231,13.910660771527809,8.81547699379362,0.8503058246490329,0.8338906348504975,0.0,0.2446584129871031,18.654207340697283,15.436918001556435,0.5235461589717961,0.4597871493566088,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8414155698749105,9.198358853298268,6.133706072434331,0.9252207957552168,0.9153785493664244,4.0,0.0858088344282098,27.35511036017505,23.42370305299335,0.3707694850239,0.3799615648411968,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7570935334281909,11.9305547482095,7.664283397540138,0.8750952460480133,0.8656431913979677,2.0,0.2554010334646548,21.620109803913643,15.97164609795213,0.5184903703170791,0.4842482890255488,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7495596266530303,12.299652616119888,7.685036871878491,0.8718349535569059,0.8629012107874373,3.0,-0.0667453205242514,24.42741466607476,19.22071429969409,0.16558561229257,0.0616533863849771,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7928105791500074,10.538879827623292,6.447081650238896,0.8984145611115181,0.8949034232577341,3.0,-0.2799574109444454,29.908996274590105,24.14989010435849,0.2544583631894607,0.3335477211584631,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7729779247265018,11.367009927018977,7.090601630382614,0.8852902755661963,0.8777115798202161,0.0,0.0030420378634672,29.285368313867668,24.900834339842795,0.3917761190890615,0.4050895875880703,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7547651940546782,12.02493879745722,7.523254475036015,0.8749694024460991,0.8643657043714044,4.0,0.1509164178209618,22.450853540159954,18.79076275042356,0.464025638892399,0.4216379235582568,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7415706912275533,12.603605324569788,7.831606251166502,0.8668730702737132,0.8577485746405016,2.0,-0.1780685631586307,24.75987619513023,20.54933795086788,0.1492334496845791,0.1797893516640669,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7656682935401811,11.599805438352147,7.21068513427966,0.8808935030745955,0.873048672482718,1.0,0.1401699915663964,25.05680996480083,20.36922965820289,0.4459322776379195,0.4274089715497954,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7827410152115192,11.15942653204735,6.963436505789412,0.8912699164085258,0.8851389978641179,3.0,0.0485645748944925,25.684275237571907,20.88259351765905,0.3303913391226392,0.3885708104904265,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7725758953333384,11.383684393453631,7.189722590774703,0.8860703527529701,0.8761673735790894,0.0,0.1777573646049459,22.847600629517,18.54626999784712,0.4879111045105802,0.4555523221478387,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7724275795938791,11.703121420087582,7.228366423088384,0.8843213320622048,0.8739588437169323,4.0,-0.2517743831709587,26.96060784275368,22.590096887066142,0.0491653760923145,0.0960215724672347,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.76037185212444,12.165798596513245,7.580918421882926,0.8775943975122162,0.870216494087112,1.0,0.1127759561703626,20.68276515443284,16.29410595315991,0.4768856285638777,0.3872915914144977,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.808810536608982,9.954735063810528,6.5297437651647225,0.9058776787207324,0.898178748684388,2.0,0.1753384106899547,28.27962470440094,22.66299330382844,0.4437875844364895,0.3540702222506562,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7738392731523427,11.67165866185427,7.207066136611725,0.8854030614671229,0.8746799256126528,3.0,-0.3814422099118661,28.13401581852497,23.83575751473469,-0.0635407862479538,-0.0095542555976947,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7459873041769378,12.255126188028893,7.661101799127341,0.8698435372671386,0.8627061850071526,0.0,0.1467529356122348,23.044233039286325,18.34443332902256,0.403281549913038,0.164233095890472,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7170593446124256,13.56643557688938,8.69558197841146,0.8512350680221339,0.8362262781084144,1.0,0.1094853961730895,19.82138835112692,15.883948617878,0.4403340288643381,0.3814050123930818,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7470201075309635,11.973330951314026,7.474601942458058,0.8706044751988203,0.8650530054172851,2.0,0.1321011165284771,27.054529724455016,22.530295475200106,0.4136396545662828,0.2871464848636436,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7346667370967706,13.34209444180806,8.431927002709756,0.8621989675682069,0.8488669819756156,4.0,0.2561297732207221,17.884789798302144,14.263080753488252,0.5170462937974982,0.4456030471082219,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6772333663041872,14.92513913003014,9.654178634588158,0.8267003254909873,0.8103307177955726,1.0,0.3156021421366197,18.265766567632365,14.50024268342243,0.5619044864804426,0.4990855735596662,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7155347501337438,13.508354670688233,8.712879133731803,0.8501613233539185,0.8377320670195687,2.0,-0.2325910465148382,23.799301516419533,18.454437478866456,0.2696663879414612,0.2114468784003889,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7189360048246662,13.498516775951863,8.448244792542138,0.8524305384943884,0.8421587292727863,0.0,0.2794418167227787,18.980572060628955,15.573169850512896,0.5495445177007459,0.449996819108277,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8230591148700346,9.865285303341649,6.585434478933422,0.9148718382656932,0.9021081616110128,3.0,-0.0345499295410833,26.373316157162805,22.013682651090228,0.2618012179774521,0.1588049358748757,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7154903126156646,12.869653743978407,8.17828875205022,0.8506820004943758,0.8395580610325658,4.0,0.2709129142662382,21.61850196741234,17.168422761716,0.5294571855435988,0.4733253304357041,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8246740010918082,9.980242501112972,6.64136690971508,0.9151531135824456,0.9045335509692004,4.0,-0.0349659672251438,25.494707041954467,20.465459379439803,0.3523063815729049,0.3258035065659434,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7479918202751754,12.624003127439778,7.926355447866528,0.8697104823411568,0.8573874332868409,2.0,0.1608490831816906,21.24616600175681,16.571269195887286,0.4596622541211859,0.3819184595600149,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7052907440823405,14.14418103515239,9.296016307357426,0.8449179963199969,0.8308752420154315,1.0,0.0202346116858065,20.29365730200433,15.795462922911216,0.3539401096789477,0.320146073143394,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7986687009966825,10.676729766508728,6.734945415941084,0.8999429587961884,0.89180492389623,0.0,0.0112006489616429,25.79974755646243,20.93913285621021,0.2904746203673186,0.2609789978936465,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6788945265403072,14.976340786886253,9.723042287291532,0.8272831008280963,0.8055683000717373,3.0,0.0514421336720322,21.338439997235536,17.01814650944093,0.3958896237568979,0.3846116985094792,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8154197814699637,10.142466540449616,6.380776688270651,0.9109886798945276,0.9058095305610282,1.0,-0.0738898420914344,27.31411254960342,23.096016713199443,0.3439622268678383,0.3563832232447531,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7059091975040942,13.765098150410113,8.550122442262403,0.8443076427293771,0.8328691600677882,0.0,0.0126192330744979,22.478108200027265,17.508800603669155,0.2997923516767846,0.2851204570666424,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7451361404364121,12.61982848628792,7.84730648207866,0.8680372123946309,0.857002578145556,4.0,0.2698091051718899,19.02896909307648,15.78409017119948,0.5332624108126927,0.4848802441528623,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8262880423414765,9.5265685843683,6.283824271602119,0.9157986035581324,0.9064846821840322,2.0,0.0163203441913104,26.777316489134385,21.971609848724068,0.3466357968329338,0.283277699140929,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7028807676702442,14.106097739536954,9.168402308750842,0.8431646886220818,0.8284616641228253,3.0,0.0665889830069995,20.244666484640515,16.27986197894304,0.3655332220038054,0.324630611740293,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7516529375272247,11.800374446567217,7.3781035576387,0.8724455086920082,0.8636697318685391,4.0,0.118107165559521,27.376057669003867,22.08801811195585,0.4014984523054916,0.3675933772702965,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.742018879230591,12.582455827709232,8.098927912434654,0.8648733569927798,0.8512096411435196,3.0,0.2633637951779792,20.3546640855569,15.987536999032272,0.513875571669471,0.4788198473692576,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8394345833828549,9.15522657388554,6.071444832037406,0.9236058450752022,0.9160446010422628,2.0,0.1691089409846997,26.72254129634218,21.69378676385706,0.4338899579750234,0.3594955373056351,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7661247198458212,11.563371197665802,7.195990935770477,0.8811846830638882,0.8732429644170608,1.0,0.1617408412209769,25.196043730551708,20.43168014826618,0.4500152493822212,0.478396396511001,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7773684113257193,11.649108644503288,7.56440639607588,0.886129732969958,0.8716805164112111,0.0,0.1319169773238666,22.435780665434383,16.824457961135902,0.3962281346774413,0.3569478558881296,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7760362825007613,11.192428576952128,7.146731025482903,0.8855578079249918,0.8765548417770896,4.0,0.110550923333479,25.17955927204741,20.53355037933306,0.3464714282229796,0.2616725265137287,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8217299644556242,10.063425606341868,6.387224035575308,0.913120460122939,0.9082452969045564,3.0,-0.1026666216731984,27.87815381299275,23.20930326552866,0.1768722615299437,0.0938806185264646,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.733859426580639,12.991513369322789,8.251655334384768,0.8617720924127232,0.8490174051277077,2.0,0.0444381509790846,21.395673614787555,16.75529283791247,0.3464960055891269,0.3418760591460456,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7366328729133276,12.714018800800172,8.120463134714718,0.8623200786076346,0.8527948620739983,1.0,0.2464639123285599,20.526859642183563,15.412100454114825,0.5177161691987294,0.4669568715973439,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.76063367979153,11.66669643227132,7.252247720441361,0.877728019931706,0.8682989021289145,0.0,0.1754040856556203,24.89505613332438,20.80949280371304,0.4689325804673925,0.4933474198299051,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3319086020859562,20.906331672228468,16.40803752546493,0.5768063636338717,0.5700331531249391,0.0,-0.1475947852658041,23.56712936107259,19.596014892254736,-0.0173598669623148,-0.0348733287003069,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3536789617359464,20.74888695234276,15.93529342550174,0.5952537934622222,0.5868548035893472,3.0,-0.0498011165340972,21.652868206563262,17.942363820294435,0.0034782607726119,-0.0125392803571507,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4033093311876428,17.01549318196995,13.409618047564164,0.6358673333868129,0.620057977019679,2.0,0.0061291924105251,29.44058413292491,26.075836578419107,0.2339593101415448,0.3177326586340048,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3586277848591251,19.27396404082489,14.9520276283853,0.5998463109814226,0.5980913586776428,1.0,0.0248391335582167,24.991246155573087,20.571908295582134,0.1880166906228177,0.2743920590921414,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3190658157567325,20.43528524508352,15.486681948478646,0.5659434418121924,0.577654111883188,4.0,0.0023243821080072,23.60687410674436,19.258863474027223,0.157349864205725,0.1240827468638551,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4087958468155271,17.831822369655498,14.045564593744466,0.6400289500945269,0.6112064232235479,3.0,-0.3382490187885791,32.64528023851973,30.195639638217564,-0.0746127156044804,0.0060944385734283,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3800842533494721,18.96335036039796,14.702886424353174,0.6167825727082323,0.6080570473067138,4.0,0.0313687538286175,25.070396992451982,20.97799568436124,0.191104427122302,0.2293127394626515,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3233436451453034,21.55801109484632,16.55533144322268,0.568914545412598,0.5593288106871133,0.0,-0.0409601285201528,21.77319167978472,18.092755221641525,0.0901551188647256,0.0425339102416856,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3458543497113984,19.28691442784285,14.891361723699248,0.5889133686415636,0.6004695637294163,1.0,-0.0321936160634341,28.95024068281252,24.5652412593994,0.0604300353509065,-0.0071708143313345,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3465441568149254,20.21588796589562,15.569006108103917,0.5891568887156623,0.5873990960981419,2.0,0.0205812182717285,21.97816477935801,18.315634749731245,0.1729590174654682,0.1684293027008023,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3645307380976508,18.009640314091055,14.12944993503882,0.6046438767165769,0.5892684707763333,2.0,-0.1471502095578138,32.67973055100629,30.31903379188385,-0.0189528848329374,0.0370266351032732,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4095660576491412,18.38301583766389,14.44543691874,0.6406421785141834,0.6095210901102899,0.0,-0.2345277695540344,27.72569357978689,24.05396960003884,-0.1086322857052602,-0.101552840362794,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4195088879556828,17.572811744482912,13.81348633421086,0.6481428760087464,0.6180825004676852,1.0,-0.0544715216069302,27.782893858262884,24.18575827948616,0.0863539035042322,0.1453776630001654,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3029224885242206,20.246477727110097,15.692967180844091,0.5509963168415213,0.5691859888442742,3.0,0.0024348031238211,24.72603632635577,21.10434235745044,0.1162570696923061,0.1071880235298443,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3399620143092542,18.73504385279553,14.549524907034389,0.5837408972288783,0.5892761505939001,4.0,0.0676866470010922,30.03226407436664,26.15899656300533,0.2755340446786296,0.325795168893126,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3179569403135996,19.972781542161464,15.409570570204748,0.5647203715657765,0.5770485324270653,1.0,0.0463802500747282,24.552010376158727,20.738522714373296,0.2471578682134066,0.1980131827024008,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3089462069221692,20.991613267708164,16.33626780470011,0.5560046965477834,0.5592866482280787,0.0,-0.0662568373629606,23.64620352904901,19.546937507775304,0.0188599547631663,0.0263372245228727,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3519684314924114,20.19645837057812,15.539835296479742,0.5936771580480376,0.586124122864422,3.0,-0.0319426752138365,23.34600266087141,18.9576139630886,0.1198878579060425,0.1139470714634151,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3148020520344109,22.40994910913411,17.31615655736721,0.5613412583075948,0.5507501617818363,4.0,-0.2756115047681586,23.715195751172104,19.87006200528235,-0.0773925908875859,-0.0967555585472638,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4128505174714584,18.803127898461533,14.573288643877657,0.6429910586848722,0.6212673506566717,2.0,-0.3130708504723392,27.87825487166309,22.77774152484797,0.025945427396659,0.2215241361348533,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3518492186301664,19.544296049980822,15.122368129661629,0.5934969264123189,0.586680386349815,4.0,-0.0404875235709139,25.451070853184035,21.284325536546287,-0.0458602075254862,-0.0164326383303183,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3375037429003394,20.12217107941788,15.744956526124778,0.5812464156861853,0.579768806120904,0.0,-0.1108408068036888,24.73879791473448,20.62120502093365,-0.0014867685743399,0.0327640266386475,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3816011185512568,19.12260586011352,14.854407130851111,0.6183677858803456,0.6154937842035215,1.0,-0.0666735143442578,27.84881732120916,22.66937963292903,0.0122781900591209,-0.1393874531818927,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3743689209075171,18.954366764229857,14.9910081856717,0.6124482967729568,0.592361648282649,2.0,-0.4377783171125702,30.781757377506032,27.05123519304191,0.1736167016490861,0.2886776800249757,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3430720850355232,19.817889800166647,15.29329680247523,0.5860511816543698,0.5700016863351967,3.0,0.0166269530796836,24.34306844110463,19.982854959349613,0.1648217007412523,0.1203843930866088,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3563196097765884,19.253662089965083,15.177141136594214,0.5973724235896125,0.5831465130212021,3.0,-0.1722654736822046,27.854822337296657,23.91455093368824,-0.0247952539681267,-0.0877316887127287,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3380128354959412,21.00204778905328,16.247363673378647,0.5820109000714357,0.579795722409995,1.0,-0.0770253611562681,22.20863852139024,17.856540206510044,-0.0147632657706031,-0.0135057747132436,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3621932444164462,19.07649738264724,14.993950759403292,0.602322980369775,0.5993359753574397,2.0,-0.0355870792177552,26.938954162957884,22.81018613831108,0.1057415894991432,0.1113675533894557,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.325700950954109,21.074668456950867,16.469587792771396,0.571121464143611,0.5505551895081293,0.0,-0.2014725828668548,24.89517134462126,21.12533520617514,0.0342162374375764,0.0520861095690227,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.407407167647933,17.804674306850146,14.011014333760537,0.6388971581443506,0.6115793160279203,4.0,-0.3821112252663909,33.47574085478551,31.36109499130445,0.0396611310520899,0.0580384565719168,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3789003032776102,19.13024339467076,14.843767183663116,0.6157386282624965,0.6059405948969214,2.0,-0.0095458612510772,25.021402390658857,20.37891795831625,0.0925384126112235,0.1120067401936523,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3722630161666632,19.84106960501882,15.262873655477987,0.6103542956633315,0.5977528075800445,3.0,-0.0507664333790791,24.13537663500272,20.19199258242964,0.032737663585191,0.0241180647509371,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3250453804857158,22.24965073184505,16.81166482195744,0.5704346548892523,0.5482638594267145,0.0,-0.0804982644314382,22.806160382416937,18.762808976351987,0.015164582087597,0.0030921263832477,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3683680355627973,17.197223585601716,13.78794006187849,0.6073160701110807,0.5951143417628763,1.0,-0.0743978214978695,29.726129360062377,26.1444014120106,-0.0154561787829951,-0.079962652199125,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3333099636747668,20.08242520004808,15.45209241964238,0.5779600290851429,0.59144318490524,4.0,-0.046789137586656,24.499147776524925,20.71294665264136,0.0642207276259086,-0.0229585167358927,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3365771608154023,20.437802764543367,15.836862130247628,0.5804810692857381,0.5771056260618154,3.0,-0.4256135979160556,26.88312518915387,22.15512585312201,-0.0967082927962572,-0.108015833932874,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3685310663152922,19.16993026283338,15.022974722884792,0.6075116781148706,0.5660383054478233,0.0,-0.3153289350246935,27.80305969195024,24.88064798327607,-0.1127565142339551,-0.1418308111111398,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.332590671124662,20.27326090680593,15.447957222135768,0.5778738668969654,0.5935247013682052,1.0,-0.0314371275772045,23.77532735463653,19.55457878842289,0.0992430906344135,-0.0026688358808137,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3583363308163685,20.5751546920274,15.860884437770864,0.5992329040274337,0.589860968755599,2.0,-0.5209211898316108,26.477138698868337,20.73558899084261,-0.1160545097644001,-0.1152394861040068,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3186501495813243,20.516030119367667,16.117641743600586,0.565040076697368,0.5637530158448789,4.0,-0.2269583608736394,25.83655567111148,21.33655362475791,0.0056467545550941,0.0216216370754904,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3435807249167498,19.39297357233676,14.997600033675836,0.5869932177484695,0.6006328506586397,4.0,0.0371237553999368,27.88170462536281,23.536876637081523,0.2859317117138081,0.0602888956188465,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3323253305552919,20.76695898592037,16.195253147564518,0.576871845502859,0.5682505420309492,3.0,-0.1965081586575974,24.55754992560204,20.133631417935728,-0.0903466732970513,-0.107784221027115,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.328921408402452,20.32044498121197,15.595733627738625,0.5743599803398187,0.5879907116459898,2.0,-0.0356857632561933,24.013890581623627,20.27938511860228,0.0207643057970209,0.0566874025316106,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3417292935173474,19.35667760913123,14.989417998407578,0.5852724042909323,0.5970703963451125,0.0,-0.0218031540369654,29.348653934671987,25.03226134058881,0.0871254742352444,-0.0047165974804799,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3290027702967131,19.69357711033092,15.26040914892794,0.5740296884740983,0.5805178329837986,1.0,0.033135787866017,27.065112705143235,23.91895827236177,0.2003122903068246,0.0539865559594143,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5157904527584393,16.472384437244475,12.26309877493949,0.718898207374496,0.6756462822125239,4.0,-0.0945798660746137,29.445902427154778,24.17722945530811,0.3188962230875549,0.2748058091986329,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.599274392020235,14.426544854275424,10.87426228166364,0.7760830191088439,0.7234189874983824,3.0,0.0329516797227811,27.26428543564683,22.143097503850825,0.3109164903785732,0.219231366116801,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5663221833736571,16.497077218991425,12.053605411076472,0.7538852154068069,0.7190719997294605,1.0,0.09286574957943,21.258086483408984,16.349264983706192,0.4183858225559522,0.2857544408682985,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6103728373220834,15.878549972642476,11.255168923969183,0.783018743869405,0.7442965957955522,0.0,0.1276721587768788,19.86404529571602,15.895400255853476,0.4455165991096844,0.3887615350638442,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5535311287217819,16.50218438319198,12.121510073643536,0.7448710554630962,0.6986577029724139,2.0,-0.8187018463457463,29.735040877026552,24.890929038776,-0.0225323144357152,-0.070996724486641,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5561469105986709,16.246233098825602,11.757693718116522,0.7472798432949648,0.7078988985985532,2.0,0.2841842460267174,20.759860290314275,16.096551107193747,0.556708528216227,0.5485298442295476,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5607091362152129,16.303132171524794,11.942033034549356,0.7497296255992876,0.7039905326526872,1.0,-0.801468788483888,31.86483210712027,27.2664212484739,0.0603526003786548,0.0538810002226562,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5550176423785167,16.701800408412943,12.33282044180849,0.746666235227313,0.6982029685687582,3.0,0.3192827808591406,19.17923301849033,15.014044841146546,0.5686266800709874,0.5257864056200023,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6312170236885073,15.02444780640834,11.25165361014322,0.796381403324953,0.7598006323175598,4.0,0.1045448774365098,22.602545639805385,17.99350029921553,0.3710594324313156,0.2850227240732674,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5578879413902778,16.61312750472157,12.108064973588348,0.7479229800374521,0.7132785919955668,0.0,-0.1459317242755478,24.876257965989456,19.519542185975784,0.2788498045611869,0.2267200132078423,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5608896042585336,16.29766997573775,11.677733956138082,0.7500587544166043,0.7194142693417556,0.0,0.2522038962236053,20.716031850306884,16.033030380506226,0.5296213841302936,0.4840596184920984,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5916278539016901,16.272287121511372,11.694115622633053,0.7705653911490374,0.7380640007398734,1.0,0.20273648678731,19.13244793004462,15.07159964804639,0.4932186667816516,0.4147975120105199,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5515062990401367,16.414095186844218,12.14400248576077,0.7433737704359268,0.6970364330316116,2.0,-0.2272165401609993,26.95557539827643,20.656381913518,0.0983543779480325,0.1742655759104714,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5726815991648897,15.964373411235004,11.681354454092146,0.7584668879906223,0.7274653312184797,3.0,0.210797221048108,21.86954894447165,17.850736713162274,0.4882101142560844,0.3497761627950658,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6019660781075253,15.299431681579716,11.313831003457391,0.7777269645993568,0.754005702037242,4.0,0.0636360817967461,24.156375453189263,17.98177174942629,0.3970179451779786,0.2757292012417888,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5595233642444967,16.66242924281952,12.10012939182108,0.7490077810788639,0.7214489938717032,1.0,0.1232085164977807,21.516963812910177,16.795614977113512,0.4385394270421577,0.3632329800659312,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5516349264796445,16.23726880782253,11.91787475378511,0.7441327298505636,0.7030453835274946,4.0,0.2489608617017794,21.58897951754911,16.498916648042684,0.5290917961782085,0.4862947986365644,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5688984479196669,15.377861039907122,11.463601565673994,0.7553586942309938,0.7125929398350468,3.0,0.0988530565694172,31.301893671617588,26.25059645966489,0.3913290163790011,0.4499241175091436,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5925869560649144,16.095026814342447,11.773420595077258,0.7720295535095116,0.7319858388872438,0.0,0.328411454909479,18.91498891892645,14.791718170585028,0.5778976527471457,0.4876442129140423,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5348790259877638,16.62712478752307,12.14409148122831,0.7321647528986044,0.702166332570723,2.0,-0.0684058177758637,25.49777115481359,19.596456603119588,0.3278875507781518,0.2825598938643269,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5801177039180159,17.328446997394977,12.512827870668335,0.762962007685764,0.7353060307969189,3.0,-0.2575190424256144,23.84641091714785,18.323957661295857,0.2828034614146645,0.2500825782166851,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5802323420767346,16.47431903944932,11.789681268856414,0.7632110406453264,0.7382687743915302,0.0,0.282976998552978,19.0967857387981,15.05486893345525,0.5465961549401527,0.4660295686460743,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5644442895949291,15.508849975168316,11.602534686256469,0.7523402928894598,0.7087154020357405,4.0,0.1056635035459713,29.83832744043225,24.25170053485385,0.4081951317072846,0.4225871852727706,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6064376045038593,14.772660628350984,10.888734657464388,0.7799604179654218,0.7405227135589251,2.0,0.1103145782448621,25.48156301162082,19.808748539678177,0.4059457141750374,0.3887394966941441,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5770514409857945,14.88457179195882,11.282038458240304,0.7607550720077962,0.7180948381127842,1.0,0.1029129636970741,27.555788391091305,22.549303906268268,0.3856317147054801,0.2833041605319153,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5777859206862965,15.68680740959166,11.374790127362088,0.7619738574667508,0.7259083552439599,4.0,0.2331730408319707,22.269252766374688,18.004993450181708,0.5303269018799633,0.3928557261064127,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5623586655112558,16.292555631292142,12.131698768069343,0.751461241623794,0.7051737820543352,0.0,-0.1830579053411316,25.592859096534543,20.425986139883435,0.3581792022338773,0.3298943737716872,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5655967719788197,17.419509366151523,12.760372699465243,0.7532740266069182,0.7145673889867183,2.0,-0.0120816281716829,20.65391006777202,16.13026049331742,0.3844596059348578,0.3566735127273362,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5547285512560141,15.67806451457326,11.663644828267367,0.7469188873879729,0.6926119731452024,3.0,-0.3516053578901807,30.738811414223765,26.33704403669426,0.2188088605254162,0.1777433614174617,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.497415213956492,16.7977611050538,12.60735419382502,0.7058822475501397,0.6638820165894049,1.0,0.0180074727907404,27.04263807452556,22.047171668443426,0.3401270841301466,0.2912609726399669,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.603536715639753,15.613141465854715,11.407767865420384,0.7783470809631419,0.742145526131998,2.0,0.0039590285700505,23.24929152828944,17.679755827657946,0.3400766741898436,0.2659942710381867,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5754312774994722,16.743737529194412,12.189921726741376,0.7600206921890971,0.7227822603333462,0.0,0.1730372139787095,19.477703935635088,15.059104265223397,0.4484938833104094,0.411368161165474,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5786369656741058,15.87379300788546,11.795477150576987,0.7621700208276476,0.7104730275459613,3.0,-0.8426143032859159,32.281082849504976,27.34530829200253,0.0988762753435824,0.1140873734692538,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5517844492396315,15.971865881962737,11.745617111729835,0.7437520871688753,0.7037970391559379,4.0,-0.0370837882635006,29.86889732726565,24.65686338226753,0.4041788631917311,0.4139880305065954,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6030188475277993,15.09909160554414,11.358419589825097,0.7781366068406201,0.7420826543416942,1.0,0.1136768220620467,24.293992989221163,19.652111637122395,0.4036065732941113,0.2843453771863166,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5855541044460869,15.197947055311555,11.19776344819902,0.766858183315066,0.7103496304046253,4.0,-0.4192572657205426,31.400588714007696,27.12112877031639,0.28211733076563,0.3341752251371663,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5708527001807422,15.90861134722986,11.648075576451438,0.7565943837556007,0.702130112097219,3.0,-0.0207850333260402,25.063471132867896,20.072532456517933,0.3761512876378976,0.3181662373013376,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5455790700717427,16.59278045045847,12.25622529227498,0.7395290346288657,0.6940340589950407,2.0,-0.2561806884616397,25.91295332685718,20.17480842187524,0.1909017051888036,0.2391041348296254,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5850019972665694,16.338989343062305,11.788880520537086,0.7661748939450174,0.7301636504320133,1.0,0.2651785866952545,18.6205113436031,14.68592773280493,0.5322276641770904,0.4792732222099712,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5704828258659278,16.632284465632157,12.145933947286885,0.756055215286241,0.7189091141964236,0.0,-0.2436421835080042,24.377845503534203,19.20097435773528,0.2292656741928734,0.1905857073309194,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5342093776115735,16.970167746402453,12.688857021637071,0.7315308405477517,0.6869322065302255,4.0,-0.5639424902086445,27.836814707315423,22.34731186592612,0.1623966378200351,0.1401646553615425,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6090828350009427,15.651394036160688,11.234031568526609,0.7821809661754251,0.7537660270809609,3.0,0.1531450843004707,21.10246920134102,16.309821754515863,0.4581732455538292,0.3970502230152662,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5560370113110195,17.471947786801227,12.886263103746176,0.7466444340527851,0.696938329259721,2.0,0.1396951829172892,20.00045336151724,15.588064962973936,0.4586203920588428,0.4540601705499792,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5396839708707355,16.584853256164735,12.185281129700552,0.7354437155081012,0.6913801135036767,0.0,-0.5979183616520825,31.28318214863358,26.272455803322984,0.0086528233676553,-0.0018769872966218,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5433385398349192,16.6301933429049,12.22702378449878,0.7382204915303732,0.7030862805770932,1.0,0.2826243959275138,20.094286067297595,15.529106984406717,0.5477954587117637,0.5057417816936253,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1034268870106251,23.34816357249389,19.272362198997804,0.3216704130577839,0.1871204275560422,0.0,0.0411798016406085,21.788549873413736,16.992324732096765,0.2719802267747682,0.3028117481253021,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1371000941544786,23.76253020086618,19.53927778140332,0.3703366483199007,0.2121445038849271,1.0,-0.7990223094110143,29.02704788099865,21.943338749875217,-0.0129224018825634,0.0238010740442358,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1794232585594706,22.22131892592302,17.995767850230415,0.4236663205616472,0.3159847189290837,2.0,-0.0411111664638128,24.917511111645755,20.8008328971379,-0.0104196261411424,-0.113475293965917,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1322934549793613,22.39531004037045,18.28132222074161,0.363797508235947,0.2435462545173131,3.0,-0.2000054978814036,28.26383274788487,24.19108346206587,-0.046880299682139,-0.1867665660933241,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0862061870218965,23.16839406289821,19.00955782173993,0.2942648831941823,0.2054120614059251,4.0,-0.0796757994427455,26.164679430148286,20.971459944346915,-0.1839441225821591,-0.1147660287138016,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0667291672269748,22.720435754743853,18.659377800641582,0.2589722596332301,0.1643369518960945,2.0,-0.1442905601785225,31.599427861277352,26.34583208435948,-0.0706215010516188,-0.1496014816340819,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0637056026153806,23.51459310763171,19.331616186566265,0.2529924487503867,0.1811957421656327,4.0,-0.0808681136321038,25.72548990163218,21.20207517445887,-0.0626147493496885,-0.0552206585857692,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0831715612060245,21.66126318472607,17.78320683126846,0.2888266903631603,0.205527831644762,0.0,-0.081085428700425,31.4656097287137,28.8064009613562,0.0919449635410137,0.0385012041809755,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1634954433276454,23.50236341867013,19.233642525545523,0.4044480812494189,0.2720174312860682,1.0,-0.0370436242500471,21.85688060346241,17.37676920725783,0.0111629050022011,0.0203104183136248,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1728562957704242,21.28106315766454,17.34985504711667,0.4158379304768538,0.2817693122273151,3.0,-0.1195821250074495,28.04622053450027,24.610366379401835,0.0144568341797496,0.0631145822612308,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1808737347322363,23.572374106019584,19.121357066542405,0.4253741236238532,0.2938668861007649,0.0,-0.0908522399618254,22.31675541231937,17.27182797246548,0.0408039190691613,0.0524400957467944,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0855235001582559,23.09458586391571,18.877892009102343,0.2929792704747249,0.1834675067727688,3.0,-0.0614288347507114,26.237495192926744,21.518536800077445,-0.1811175327748457,-0.1985815139355862,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1726474064844473,23.697154853873645,19.323633448369502,0.4156261887042307,0.2792533817717507,1.0,-0.1608921982462234,23.065271530406584,18.442075688957463,-0.0373635681221168,-0.0346981379858205,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2003631934023099,22.403908505428667,18.033405909630964,0.4477197742502505,0.3353517516730616,4.0,-0.0680770457359833,24.6686294317349,20.687492358735827,-0.0469830610195073,-0.1411126052941082,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1076348723629103,23.587394187389908,19.398616802426584,0.3281681406606409,0.1614925277025227,2.0,0.0189405025873466,23.05418452034096,18.70398263949205,0.1621687329038832,0.1278593123011888,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0964993993840077,23.242921021784763,19.243156445831453,0.3107471177481463,0.1585810880097219,1.0,-0.0306075936597201,25.02364972319977,20.55401540813065,0.1123913360350604,0.1747403700001354,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0888336163566427,22.026650369392144,18.07206552810404,0.2985346282256764,0.2199768179266594,2.0,-0.0314750185794681,32.780017040262656,29.72775098970305,-0.2915437039595492,-0.2977276852119954,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0810433614174722,23.023104026035483,18.87424572817271,0.2851023083171392,0.1931247332872996,3.0,-0.1452473809481458,29.22504462941676,23.036538993050915,-0.0006150196682882,-0.0855682890579576,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1739877075734562,22.084806689235425,17.888993063594903,0.417170933830026,0.3078087285411874,4.0,-0.0767696427778048,25.44777120541867,22.06952392907097,0.0432393104184015,-0.015250795953457,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.162127417986776,23.88339558781793,19.65289400511624,0.4026804339597397,0.2731301064034313,0.0,-0.7722613681921193,27.4934490433301,20.06789711411817,-0.0792159531704542,0.0275024999093399,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1095342094311319,23.583210345227045,19.33721616856596,0.3310692454597276,0.1671221203488516,2.0,0.0237202040718161,22.89003641100424,18.50285892804448,0.1873323997055546,0.1469196798251594,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1495960102429592,23.24640817092816,18.97091171311464,0.3869262902720836,0.2462473977622109,4.0,0.0054029372416686,22.22713353697434,18.011772405667934,0.1400734750408297,-0.0419004881903158,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1343430262703444,22.11809230527375,18.148927709217087,0.3666814959826715,0.2259047133054273,0.0,-0.1690192058744137,30.11141212830121,26.27098436594812,0.0348647152577729,-0.1003640630357427,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0904519530617566,23.38652671724789,19.06839405971153,0.3013824630120542,0.2127579871398113,3.0,-0.0751270767830571,24.917318726350537,20.11324879475535,-0.1759171855090756,-0.1755704373433842,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1935003263375465,21.309647147911765,17.284134325721876,0.4399881220189562,0.3182555881828062,1.0,-0.1895870925002523,27.80399388273561,23.94540292878077,-0.0332125721552993,-0.0335058041846769,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0988645066724135,21.061404953659373,17.219024644130304,0.3150070700372574,0.2312870932552865,2.0,-0.0481308972654392,29.913396410268216,26.74272693740525,0.0429112949487257,0.0531790205349262,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1475963494469417,21.797995846695105,17.878291485860263,0.3842458314190553,0.2591169222008785,4.0,-0.1313634794274405,31.87109694957992,29.56737603969127,0.1770973013072861,0.1611285761020048,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0914666949196397,23.603694119807567,19.310187748024624,0.3029964762248134,0.2076646057901673,3.0,-0.165470801018108,25.42800023159432,20.216856244594663,-0.0557558362679913,-0.0980878874926419,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1552703382550164,21.32499176379308,17.44437954020478,0.394104964853346,0.2632837597274302,0.0,-0.246583461658753,31.11565989177318,28.395039845461504,0.0751647571991851,0.1412201686947952,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1032315832130842,23.37294407577886,19.331376191127536,0.3213484721321115,0.147666519287081,1.0,-0.1339407936982655,25.33088558903448,21.2726618125088,-0.0903588997585434,-0.1340984269882441,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1533317122906704,23.444349333537858,18.97906760060788,0.3916509977181404,0.2640115881151368,2.0,-0.0296667237082692,22.47943329971645,18.25055203443627,0.0924447397931192,-0.0453037509423166,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1370282735860839,23.3991285005002,18.9898254009498,0.3701804312765372,0.2118896974731312,4.0,-1.5620606503708578,35.01190056100052,27.23791045529052,-0.116895545008889,-0.1593629727298621,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1203436609442591,22.864488770139538,18.791801358621,0.3470483071728811,0.2088533250936526,1.0,-0.3786607789163974,29.12629787381496,22.40974724179164,0.0965750653735839,0.0853009430820463,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0952152305925869,23.344519261515103,18.92847659937256,0.3092131688019557,0.2171041572712674,0.0,-0.1014778828682425,25.399424885225866,21.27697717876143,-0.006076857907527,-0.0411016515744011,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0737691586904626,23.193425079961354,18.733653285521235,0.2720198353796603,0.151583436717058,3.0,-0.119218337230555,26.41266882517967,21.666210739921027,-0.0767285446026413,-0.142919725843739,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0509662213146636,23.243314930519823,19.190202011089603,0.2263254277831351,0.1492168089234133,2.0,-0.031520122626365,29.00467449481829,23.19795585037805,0.0918791339639339,-0.0695049701024269,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1494819614856384,21.83424583710454,17.887279979523402,0.3868449322100655,0.2415177528259673,3.0,-0.3071203123272339,29.932562602827915,26.4551356518248,-0.0704240040308542,-0.1323024875849604,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0879303262389321,23.362794133062906,19.10428229368957,0.2969952916194694,0.2008011247415453,1.0,-0.1282228523795958,25.668315054115755,20.69907348225944,-0.074629309178785,-0.1578517806767087,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1997351642037911,21.38223255143116,17.349739892982953,0.44693798731305,0.3344116242509317,0.0,-0.0796280914190241,26.035298429215427,22.331947947246025,0.0086015425209615,-0.0523632920262548,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0873771214274595,24.03428898957721,19.67289525368617,0.2965831942728492,0.2070824737161724,4.0,-0.0076045902635266,23.24261487940638,19.045815365159985,0.0984445780812988,0.0343769311863046,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1471099312233109,24.06462554385737,19.51797283471561,0.3835620634980694,0.2065000585181333,4.0,-0.4311119971061419,25.3677129981579,20.282207023778778,-0.0321332722340883,-0.0780036926793528,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0796826413538952,22.65340514099919,18.62256500210182,0.2830308469364601,0.1933696186906514,3.0,0.0104910763880121,29.621760956532498,24.82019593183298,0.2417160488164417,0.1093887710054094,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1763739631425505,21.00763083922729,17.212085029540614,0.4200281830127636,0.2858364345389616,2.0,-0.1043224955340806,28.38698109746529,24.7538876899373,0.01383901080953,0.0010450240746836,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1071116997212495,23.202838427507057,19.103790768795147,0.3273540481374159,0.1673327502545127,1.0,0.0027203122150215,24.18786872113844,19.45062067475089,0.1213903481346952,-0.1482167384035893,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1772204369966861,22.2342439497786,17.969879997792372,0.4209972544697371,0.3102156236538836,0.0,-0.0441525552174599,24.981932034497728,20.86130514887895,-0.0179651255757406,-0.1203191930659901,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7637819454087423,11.956680578070245,7.476190576286016,0.8806092206368565,0.8739884703054446,4.0,0.3683886141598474,19.09316630604128,14.800806341245089,0.6088335658815724,0.5726538987565568,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7422328371954421,12.305724186645548,7.659791264246774,0.8682997011557777,0.8597954077433184,0.0,0.4332198217160118,19.14425744824412,13.976595972952982,0.6656454542006587,0.7044538251228839,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7535041844275008,12.227469295535682,7.744989277977673,0.8747938050850628,0.867501410786274,1.0,0.4072859753937615,18.399941558594,13.902493851673846,0.641270996816226,0.6466937219888869,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7778094054221023,11.51732715687806,7.346132460708913,0.8899888013531653,0.8804953700947139,2.0,0.4031375722905577,19.064731439593885,14.11335362492427,0.6370189558000323,0.625098538122467,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7774764013405608,11.836292532762826,7.430682128010349,0.8870827883119078,0.8795132888246309,3.0,0.2075361199582541,19.434806482589625,13.908372662096196,0.5102812446261717,0.5190360128008272,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7748931664479457,11.55556546755461,7.197633573874064,0.8878658740712816,0.8822076172426109,4.0,0.333930297823651,20.406598784132523,15.274139661977705,0.5853893747150225,0.5772953269954942,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7554414126559977,12.164437048188956,7.707647528761913,0.8752500219548018,0.8677324404633155,3.0,0.3656756332141915,19.140063141050803,13.999496815642123,0.6113801081285475,0.5978171039919271,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.775226825534957,11.490234920553696,7.199242238964232,0.8861844504042797,0.8754960775873469,0.0,0.3408390572346474,20.6121963278196,15.026212236267313,0.5916599072062259,0.5954481386845122,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7714462220388346,11.707678006929868,7.440875415771509,0.8859661214348888,0.8728858748563894,1.0,0.4239480250225017,18.579074116066582,13.246887278254816,0.6530683252582941,0.6482826653632245,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.769395023984434,11.911571545794216,7.587715878861901,0.8840987702886494,0.8726506109174388,2.0,0.29322467842321,19.14523182728465,13.85987276839304,0.5958276348941748,0.6219820906950103,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7543835244405726,12.035495787138665,7.557993684194074,0.8747958215844495,0.8653268999546258,1.0,0.3847968472849169,19.82514661466411,14.39822060362855,0.6268108528788958,0.6436943907944838,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7567223927258195,11.999078404283733,7.547416033957581,0.876124760573735,0.8683331802597324,2.0,0.3679264478274591,19.883297497505104,14.791842119604668,0.6104722901488701,0.6434690141833221,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7536350955177418,12.355391016325893,7.801044884879134,0.8748613697533453,0.8654039947792717,3.0,0.4276985161888471,17.214093254511724,12.674983076938592,0.6590085376728002,0.6923515883228548,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7698016449530144,11.480977880861252,7.233516144314461,0.883581712093559,0.8770490302210945,4.0,0.3486300851862597,21.44449020952393,15.65912712978848,0.607939758904718,0.6187125852483766,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7567634365688531,12.053955756291646,7.673176687367269,0.877346082107772,0.8654936102247284,0.0,0.4795450554871171,17.735004809339625,13.09791278183235,0.6944733340293119,0.6980759687695408,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7655410676752266,11.83077063437078,7.499060978357757,0.881988319925021,0.8721001931811821,4.0,0.3665664369732723,19.63571846145944,13.42036222741008,0.6178169904215057,0.6411030322129209,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.763212357919636,11.992767614431958,7.398312952424441,0.8794078837041859,0.874575315244979,1.0,0.29819447572801,19.94028098865234,15.113515326405874,0.5623786930136955,0.5138161246009613,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7423938455517016,12.566422480943706,7.808611861449621,0.8676904781346294,0.8623404713697496,3.0,0.4647263878209458,17.089646393182136,13.19695135574347,0.6824812946498777,0.6802850277956848,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.752795211186297,12.26519061772456,7.642459254950217,0.8739733165744019,0.8660867051980982,2.0,0.4318875866224528,17.89350456752308,13.700762399010014,0.6657619170766731,0.643731538955637,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7742821990967305,11.711643716799276,7.42265400151496,0.8864547587298464,0.8782864435725403,0.0,0.3415327470477379,19.30435742020805,13.607811641111164,0.597211640680953,0.6223857469791747,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7758657226463431,11.390611679594272,7.229071656173029,0.8876026148051861,0.8774397544497078,0.0,0.3437401542330422,21.12416869891884,15.551215155217184,0.5910927912771267,0.6354902269557143,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7379820351413042,12.52001031434731,7.859788485052335,0.8655409970802628,0.8576948264852928,4.0,0.512225188438887,17.18108988141009,12.399510610799206,0.7167137857550663,0.7433243061714299,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.754683648688282,12.178031269649852,7.698770619231919,0.8754965789436638,0.8655555059105958,3.0,0.4531920391339548,17.72928080433474,13.17369055399223,0.682362977713409,0.6734622889282093,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7547324303754532,12.330834249449005,7.680154878543851,0.8755359155465282,0.8639235769037253,2.0,0.4068335627806964,17.464911580095176,13.15945604038708,0.6515856683372033,0.6840427955312872,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7717359483529753,11.682143115696732,7.442234716809258,0.8852245929667848,0.8741019731168927,1.0,0.357345269499508,19.74522518873507,13.814631822586284,0.6026121689955108,0.6271977405491074,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.761030350324306,12.057014085157546,7.554130544615754,0.8783599559087469,0.8711312727919334,2.0,0.3160093511285911,19.652227624360183,14.407909061789631,0.5763627898333128,0.5901482343550419,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7536028580929501,12.101650970880767,7.639847185428671,0.8752258987144219,0.8694423812410509,4.0,0.4310284376860374,18.78839316582752,14.370437733173452,0.6585958988214442,0.665526214950643,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7541129719258514,12.00614517794916,7.479641368465017,0.8746187943880788,0.8686739363390206,3.0,0.3950336998995993,19.821232619261533,14.96892931874468,0.6316013424847902,0.627667630326929,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7743743261804059,11.530395511427564,7.310521047251283,0.8867264635862826,0.8788778573446285,1.0,0.3133441939208105,20.82379033442285,15.050114336769294,0.5657155825986778,0.5514420957138719,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7624010709994256,11.954572307203833,7.332719377354037,0.8794192277345261,0.8735198504187447,0.0,0.3103771157521249,19.90331190979897,14.76017345951587,0.5823000807106243,0.5574513937558655,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7774841773360546,11.326391238041513,7.2680021840209585,0.8890528141896478,0.8763898068595517,1.0,0.3414846540836539,21.221239558864987,15.185559649684546,0.5961438610992875,0.5990750606023224,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.758629926276044,12.207308987351324,7.72920496759827,0.8770249626472524,0.8658856761562913,4.0,0.30189232431293,19.1951362166638,14.765848054371522,0.5826674123041463,0.6188372331459289,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7649004370773449,11.711996146706966,7.394876319392058,0.8811385960751994,0.8705317438084078,3.0,0.4005819044787114,19.957514135670973,14.608309096370954,0.6347783439820103,0.6987271294081007,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7569508018138592,12.18500594957652,7.74842468209117,0.8757215854394476,0.866062576631633,2.0,0.310549529747573,19.528987137680325,14.373788220548548,0.5716714127549125,0.591149604025533,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7738374045375414,11.597041664117336,7.436911762810632,0.8868967566826151,0.8780424874183569,0.0,0.3413691274910857,20.175032661555964,14.209432365125217,0.5907004836209362,0.6414535195037124,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7560202917972395,12.008100462964858,7.504550571542141,0.8756072822689612,0.8696543678290014,3.0,0.3632779955791223,20.09249391850177,14.926578035199952,0.6037444273423747,0.5756534450356129,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7541123283289715,12.0873039886978,7.621499018772728,0.874628792377147,0.8658620374274864,4.0,0.3447961053571441,20.14381984093552,14.87816618033825,0.5976334398342725,0.6139512475239189,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7698363963068444,11.720569012578029,7.401384415225135,0.8838584479168123,0.8732177694718232,2.0,0.2796003231253849,20.97297940341104,15.4787515147579,0.5416753409786144,0.5721867334463571,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7758663751885742,11.655701767883697,7.477798743010677,0.8869898220276159,0.8770498591923964,0.0,0.2529849897438104,20.547919800410654,14.980125530562932,0.5437196037594635,0.5450908603867762,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7478215511484858,12.206576900046317,7.643078802754346,0.8718316498359465,0.8684799224730818,1.0,0.4413458526001199,18.810447168633967,13.50035313822953,0.6671088660512601,0.6547860974379355,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7578778982403156,12.055762530884774,7.535602488806811,0.8761034311581137,0.8712358513456967,1.0,0.3709805798338695,19.37150371897108,14.402132609125788,0.6121211811721645,0.5797380243137924,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7360314705617237,12.677884597525932,8.068140732077227,0.8637872098752198,0.8531667999671476,2.0,0.4336967655234749,17.40229089866156,12.50416632586254,0.6705561789739354,0.7025025048870481,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8012271400108657,10.880123234718472,6.869450230000281,0.9007549955010484,0.8899175307006814,4.0,0.2685137360527064,21.209114179945107,15.422198047613769,0.539945171817032,0.5296244426036728,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.752654841757546,12.011798799762609,7.579504755141772,0.8736212836085204,0.8699092670697255,3.0,0.3347856073535696,21.028783704883534,15.556150533368138,0.5841988805183325,0.5818398529203772,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7538518711246949,12.148758151089266,7.6851447723202275,0.8740666082818227,0.8653783357478342,0.0,0.4043348042703824,18.896576854922845,14.10346514195114,0.6395224960255583,0.6624218415618829,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3985946721393461,19.10266484191729,14.50166294302972,0.6326812728276399,0.6202864378959533,1.0,-0.0307296822253906,24.229374097121784,19.41311146691557,0.2389381999070503,0.2356263569612337,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3765928435090961,19.30935840807592,14.954820196107578,0.6157629976142076,0.6056084703609382,0.0,0.1104809183922759,23.18838295718038,18.109347723517303,0.3739226080797326,0.3724202619307473,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.377614567283733,19.200762084622784,14.62282589920922,0.6158890259368651,0.6042262207190336,2.0,-0.0040619716925913,25.053578341394136,20.14017240882416,0.2786487953608095,0.2761112897439643,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3764288481809399,19.18008853845817,14.6453739361684,0.614946672001694,0.6000165568709986,4.0,0.0326769597401771,24.800946784334062,19.867621109237287,0.2788164488519025,0.321789496557526,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3917358956260004,19.00911241253392,14.525330187611804,0.6273561235443414,0.6086994103192207,3.0,-0.0597030148601394,25.36825273029808,19.02106005418684,0.2593191834727851,0.3040495706225147,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3721792394780358,19.28929165988145,14.986290212321007,0.6115272337686274,0.6119132009627615,3.0,0.1127623493811044,23.59044502401997,18.501394510491625,0.381106486383761,0.3473295738271313,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3956187339395451,18.71736938638417,14.07468134336836,0.6304436206553574,0.6353163425062893,0.0,0.0280505850660935,25.642491190700515,20.64556002402255,0.3002146156544801,0.2761652705675536,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4125448590087216,18.601298254605894,14.140573361288638,0.6436477472901999,0.6361907519370423,4.0,-0.0996935762547439,26.57652456995292,20.677946808794022,0.1620135660632279,0.1631682917029906,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3689123091767599,19.51709524066637,15.034847379123176,0.6088927628997778,0.602847975812961,2.0,0.0602150048042684,23.40963586405424,18.46442676995416,0.3410407086582965,0.2889389197609658,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3968690187257904,19.199794066893315,14.768345468726707,0.6312149061187406,0.6156730277468088,1.0,-0.0714489790661208,24.17420580567768,19.11583183978308,0.1735809084625333,0.229365242506101,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3732247379440059,19.490860516894585,15.038310393726336,0.6124958957590504,0.6007603747119896,0.0,0.0503567105148167,23.33996043045884,18.60091102662912,0.3320408746704617,0.3607206277493132,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3662859289326787,19.602741297184256,15.01548320846931,0.6066160748547633,0.599195383428049,1.0,0.0616280521497951,23.14990174616423,19.02405544459701,0.3363692951976208,0.3047553537358292,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3773227209325023,19.13009893487118,14.619222243084458,0.6159785775989842,0.6106325200044074,2.0,0.0699274200417323,24.50348447585374,19.419234646844505,0.3634755675848563,0.3379121776335755,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3664219720086442,19.380653131830048,14.83857802647609,0.6064669848955697,0.5923183291651266,3.0,0.0932436484253202,23.74003239159916,19.62010894673794,0.3448091806014988,0.3392376196652293,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.361194197314717,19.640905411287854,15.29439516980059,0.6031293564103593,0.584754416724248,4.0,0.160666145367866,22.097331555591943,17.3042328504442,0.4350008603555573,0.4602485978317877,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3666400498460829,19.41105472074555,14.97770995861904,0.6071549653672125,0.6129453680929221,3.0,0.114270077377273,23.40612083860075,17.991548051629856,0.4117168739301355,0.3529549350868274,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3653237373495226,19.704718221441645,15.09836064737781,0.6059789404184135,0.6128111111680679,0.0,0.0941268603445919,22.333845929278866,17.649900248621304,0.3925127093575055,0.3036557761730752,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3854797814818901,19.274094239913502,14.686086178020316,0.6221553426689406,0.6133572078058555,2.0,0.0455602692404838,23.52617654062767,18.404886904063066,0.3061552481662933,0.2936177088592084,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3742938590851764,19.44048971091832,14.955805589596538,0.6133461105779565,0.6007025083578609,1.0,0.0406319324787449,23.61740961738344,18.43762539946852,0.3343462706418623,0.3076749670184331,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3712649880079171,19.305798893721832,14.964928253138408,0.6110587401359522,0.6014974158524129,4.0,0.1105458346445924,23.60095664754228,18.42117817276868,0.3765601395027834,0.347905582750988,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3955663708686734,19.286170260236368,14.748391735213414,0.6303775007922524,0.6251958019126629,2.0,-0.0769541938301583,24.00175569597572,19.20920038242713,0.2438734500084444,0.2425498616765772,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3791488243908031,19.190166850908223,14.885566358443624,0.6175366104697271,0.6102080158214125,4.0,0.082610849022323,23.926723110886527,18.54890291247569,0.3455576661152547,0.361532589462359,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3523237595102354,19.77313393216,15.327169821395245,0.5954479936537942,0.5906253155264749,3.0,0.0936868280699481,22.96347307263128,17.825372131241078,0.4033729447793646,0.389446465948591,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3991336707406598,18.80782198428362,14.4096798894623,0.6330959562823808,0.6277842029490015,0.0,0.0460321103681382,24.77521978924812,18.942537859539165,0.3188383843026388,0.3548223064568356,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3727738172279862,19.64101047355109,15.00794637490828,0.6121224698134,0.6019996950080583,1.0,0.0698625550508414,22.327291049172462,17.699657937907155,0.3422352810535419,0.2945494234663341,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3816375407407223,19.429766807645805,14.881803176815504,0.6192242482300359,0.6109598927713741,4.0,-0.0015420970475561,23.59738518571843,18.66094038826042,0.2749200568378676,0.2524502563414947,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3707722834004471,19.30397276369296,14.732246057712295,0.610640457115885,0.5947230460024913,3.0,0.1371960118874703,23.301828012563085,18.472769439231847,0.3981090077273732,0.3854635496563838,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3707305673477156,19.486564167713155,14.908287284740853,0.610646790393594,0.6105926842413947,2.0,0.0518766444542235,23.51895799882522,18.52645484151189,0.3508588460929943,0.3114780007845938,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3756118705210471,19.526110805055342,15.03358033326676,0.6149157834343792,0.6038918180427799,1.0,0.0560928422930117,22.821883641583188,17.46821002111228,0.3567055526201649,0.348354676641652,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3768186042109946,19.6523597668086,15.083353448806855,0.6156007741648851,0.6105242719315277,0.0,0.0700527183563688,21.96339704162669,17.16989611837787,0.364649122861773,0.3280422557767706,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3644066526349547,19.472246990449825,14.916283592264104,0.605016810598951,0.5871918697965828,1.0,0.1036380937124998,23.34003777019093,18.85489212643028,0.3772392819780805,0.3817502185503343,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3712229736516077,19.518922357462337,14.966878092162526,0.6106658062739126,0.6067772245672213,4.0,0.0634361766053275,23.13980593243549,18.71060644223876,0.3370108207327825,0.3416998551405804,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3651299508077713,19.52001351469792,15.048407941948534,0.6050729593277026,0.604380977848999,3.0,0.0754566540915426,23.348189351960475,19.04757183602703,0.3661881475971263,0.3468132559514674,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3962093163886436,18.4731371985471,14.239493929344366,0.6305001906449123,0.6241022808107772,2.0,0.017196680715469,26.81306577743876,20.64817215436121,0.2870267653482228,0.3073472716736282,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3579723838412059,19.705356636559145,15.19609631628211,0.6000547272276806,0.6020006410004675,0.0,0.0699690729341545,23.19414383265784,18.417112019988792,0.3580771265959593,0.3489467250897685,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3841756591972431,19.092463953448544,14.839448880191046,0.6214989596593063,0.6060739885825022,0.0,0.0001123920828565,24.980830936538027,19.274905778438303,0.3109360389470578,0.3103484008460098,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3869816014511298,19.06784865297282,14.590833427814838,0.6231746431160683,0.6199602677787912,1.0,0.089789707871932,23.861959822322337,18.71729186881701,0.3695604962886756,0.3141537090902482,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3682852950903195,19.375251037558453,14.925341966675136,0.6087898086449464,0.596528237033198,4.0,0.0411117186803295,24.33099837171429,18.98477329414155,0.3490977956973806,0.3480451730573309,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3810618631247467,19.350235004613943,14.618872754236428,0.6180877770906636,0.6136780883374143,3.0,0.0022433973540508,23.777495333811995,18.46160521196237,0.3050583709642429,0.3336024999110491,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3880077128513325,19.60189066741924,15.01045526683296,0.6236766291793285,0.6108260039572571,2.0,-0.0903611791408971,22.930160918045388,18.14040493276437,0.2300863457905313,0.2662286978049726,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3904956923015816,19.396493365477284,15.049840930390122,0.6269251502362426,0.6126761564608345,2.0,-0.0597545376979504,23.414064214441872,18.22257861690316,0.3021899676362961,0.3444390732319107,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3842130862365107,19.1082028317844,14.706627637858189,0.62064995768039,0.6255863469373875,0.0,0.0208605988354924,24.76195295985221,18.607251751260133,0.3175064112611966,0.3039193724848087,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3602760517584408,19.833300128178767,15.30135578447974,0.6015255795910844,0.5926915968014917,3.0,0.115850383664583,21.812246754750777,16.977884699683784,0.3735178372122967,0.3910470639406799,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3908246374907498,19.171876366274034,14.646331377343826,0.6266052749713418,0.6245666722892719,1.0,-0.0375624459311731,24.62131262115012,19.672223891705293,0.257433204247953,0.278419866159546,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4188164853633758,18.872960131512983,14.42523085922988,0.6484231020482757,0.6366210924375297,4.0,-0.1728204718616071,25.30187452614028,20.32981761135968,0.1295357802341856,0.1966856661074018,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7702240977857331,11.761477676457192,7.650809860867191,0.8840915902078429,0.8745968486984498,4.0,0.3351313695521151,19.79485729481855,14.871425970925616,0.5838777173630667,0.5744941319944781,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7392793376418414,12.619316754673472,8.164614916805847,0.8672862522549327,0.8596020015414917,1.0,0.5278032862732538,16.071560072968786,11.864683073822906,0.7302062865074431,0.7290516292873881,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7684075962464173,11.836860690499623,7.64440591805182,0.8837016213686091,0.8780673097306909,0.0,0.2920896121644827,20.19545058259805,14.21928447741068,0.5543186139049036,0.5938317453693461,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7493353929199245,12.227013897304037,7.635825624693403,0.8728886669269883,0.8602726083289511,2.0,0.4420123065143601,18.42418561479977,14.253668299809428,0.6675744492826632,0.6803078208891393,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7472212745173994,12.324313558124768,7.89974666831281,0.8716098949344213,0.8603535938612238,3.0,0.4895067483191655,17.388861471874236,13.155725816024187,0.7025214230289312,0.6988322183009503,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7457102592303314,12.489831501850997,7.971998348909333,0.8701107815339378,0.861351676452142,0.0,0.310611741382264,19.20467541273745,14.48713747780194,0.5755566844787661,0.5767761100369692,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7620638867585234,11.905521052763689,7.602342423369499,0.8796593427191086,0.8746866429524706,1.0,0.3363086236345478,20.092336280229404,15.181166204662269,0.6011877813003214,0.5966933246140245,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.766553319327945,11.78281560556616,7.551616493431325,0.8822760784715352,0.8678973641621631,2.0,0.3741284348567891,19.686902014587744,14.067559596652258,0.6218895420032695,0.6657654674072895,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7634172960398936,12.170812828103143,7.754749157303565,0.8809160382129888,0.8730515246147698,3.0,0.26216449233605,18.84172153124399,14.520829435928492,0.5756764007831154,0.570725645717175,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7442882727589566,12.316626068902666,7.839350589413475,0.8704395787836492,0.8653768242249416,4.0,0.4554933779757296,18.43536834357705,13.927186571310502,0.6761730935027999,0.6584620897472983,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.780186365165811,11.455297906033424,7.337809685537812,0.8890394406906095,0.8793811947678754,0.0,0.2797592773541011,20.96473955961095,14.473698538074112,0.5507852979411431,0.5893529037527898,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7568493132761559,12.186655954624932,7.749573185721148,0.8763964573018254,0.868422388435321,1.0,0.3615675828012842,18.81158381521479,13.737380155974671,0.6091546147646748,0.611754539127671,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7438661296056694,12.30938400445856,7.726735841226613,0.8693386227116392,0.8611984684129916,2.0,0.4103192642982941,19.30389853895841,14.607300110667522,0.6411116931058076,0.6886591477565615,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7567061452731729,12.082348178922354,7.581327011539274,0.8754508904485145,0.8664771559296613,3.0,0.2299866345358823,21.433865993023552,16.16186588070703,0.4937498144378357,0.5050992634586772,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7443328296809127,12.415014674260556,7.993981538415524,0.8699720376606066,0.8615317190767403,4.0,0.4486150069514095,17.914118637970173,13.718697580522395,0.6751759970939236,0.6535124471916688,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7842474572968823,11.18266669406063,7.270514638383601,0.8916771418303115,0.8817676752247984,3.0,0.1800516664645719,23.362021352285524,16.689360837614384,0.4697608222633468,0.4999747045571004,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7572277000668098,12.18676868786266,7.770639815016608,0.8767688363522174,0.8684375834650372,0.0,0.3782412425220405,18.474025412451763,13.980846904201211,0.6175245855812219,0.6117805551423153,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7701102277452249,11.68989167839141,7.398749451579392,0.8839269462708381,0.875153090084143,1.0,0.3077290772628349,20.68608272361229,15.862696885168353,0.5649662378287506,0.6099938898082345,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7658652814828866,11.93244670854951,7.70460111032846,0.8821026526622457,0.8694481856783843,2.0,0.3295402012995171,19.42350025216278,14.085783476530391,0.5788432203355989,0.6014632561417578,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7370389300709324,12.371407755760655,7.9861012615302,0.8668618497767391,0.858314110784886,4.0,0.4906587912068837,18.42220858374829,13.911940577513326,0.70264123220028,0.7013633668059671,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7807035890859018,11.399207401477224,7.431138423459616,0.8892508595466566,0.8808589666921627,0.0,0.255911074973436,21.56591465656897,15.7725794571406,0.529590026977059,0.5719250538958535,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7463528925664018,12.28312806657502,7.88111249515954,0.8719725691426687,0.8650835612445631,1.0,0.3711991158956418,19.63336570561432,14.006705093423498,0.6116020145694883,0.6420281125362858,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7655904611534108,11.734460760442904,7.61990805821834,0.8824322790576451,0.8718486629548955,3.0,0.3233847996649258,20.80430319821258,14.933581773145306,0.5884221626812975,0.6215616464118443,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7587096434825109,11.89090596288556,7.395490660763705,0.8780242941947211,0.8719791975584642,4.0,0.3690872510061487,20.29950175082196,15.663236004930726,0.6109561843911131,0.6334008899902556,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7605240946944819,11.951987561677637,7.7423230474684,0.8791129044120888,0.8730133201104341,2.0,0.364117467450211,19.6943813508822,14.483527806351074,0.6098613976753905,0.605405090951371,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7555724160443932,12.01310879988433,7.723246362329426,0.8759035028998029,0.86543430968959,1.0,0.3554507589558742,20.22056858419873,15.109520797313332,0.5982411316712533,0.6127726497303617,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7649666800409636,12.05283874030112,7.759899392409822,0.8808054235268916,0.87799265606895,0.0,0.2322489963463722,19.88494081096759,14.31361004047792,0.5505992374723823,0.5097477483466729,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7657841917175292,11.765192888110295,7.443893956698954,0.881647847627383,0.8721671584339857,2.0,0.2947881398230859,21.14699591906925,15.436564518578962,0.5584097070435234,0.549110317763954,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7685544823033118,11.743114954981088,7.563128188154923,0.8829564243873216,0.8667044172473418,3.0,0.2908392605742278,20.88171423269988,15.38959445041396,0.5508113023898203,0.5646367961649345,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7801393680385498,11.515160008458828,7.287159867534863,0.889560648921252,0.881971610542909,4.0,0.2610259007971393,20.77225820000224,15.65873024221437,0.5300492875762371,0.5505329399650722,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7754646145354637,11.78699581775273,7.570828122715857,0.8862761516016094,0.8734531477502044,4.0,0.3008005747568331,19.119744552797385,13.619202498478648,0.5797573952310756,0.5942240021853318,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7498752581415298,12.18946859919119,7.747291285131778,0.8713957037681292,0.8633738617963767,3.0,0.2923076513490482,20.980853266192604,16.237172439005263,0.5439912605898293,0.5541211058006201,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.754225919891073,12.003541114895176,7.595803595622445,0.8744756040279099,0.8653292913394097,2.0,0.4012857813580579,19.77716353345927,15.061978088172436,0.6356356486686048,0.6268238421083826,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7678848365826444,11.720320402808298,7.524224880149248,0.8829885266693498,0.8719512299934878,1.0,0.3651069212823179,19.96520530215816,14.581354494917466,0.6123629700864827,0.6398916335251634,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.761531956290807,12.123552743715464,7.730537810515646,0.8789096923546855,0.8701376241248769,0.0,0.2983910803090708,19.241519664698465,14.494800639866344,0.5734512397636107,0.5912823292166414,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.749946246046213,12.245628491463789,7.773465374088244,0.8728722354149283,0.866298355305211,3.0,0.3893956392410092,19.11507635341018,14.767027080837115,0.6295520937043059,0.6211185679085972,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7431251403345377,12.379438751115217,7.912896768804434,0.8697313611735659,0.8685023984727289,4.0,0.4433283054270311,18.44162215593772,14.120976277916265,0.6728413198638554,0.6209684705620397,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7655876020385148,11.884907930385134,7.560072856005424,0.8814651422773639,0.8733149548236971,0.0,0.3372949783355007,19.62346485649605,14.3943557615306,0.5854032100011651,0.5938760483704886,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7541938690096273,12.090769407282483,7.790235614349168,0.8754044551048437,0.8659882368587378,1.0,0.3668258003502367,19.78017349245479,15.203895540684504,0.6093353601480096,0.582736128247579,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7540764050225045,12.274459513711903,7.769656032246439,0.8741958101262275,0.8630370608908986,2.0,0.2916371528665925,19.59980677743983,14.955258646346394,0.5511692448889064,0.5412802423381863,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8054807396637234,10.702232632390896,7.021940182045382,0.9034713722427242,0.8944610852021627,2.0,0.1648233636819882,23.16383362641471,15.777107252859317,0.4723972093548151,0.5078030471875773,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7662283208427715,11.952570225501235,7.642827460582116,0.880140691367248,0.8716288489747129,3.0,0.1970518752276019,21.050996523416494,15.441501475236734,0.4953383102441757,0.4721981232385834,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.764177264411884,11.848798681908637,7.478680080194628,0.8813209398155382,0.8739944842761315,0.0,0.3243342091869965,20.277004411242743,15.622472750403611,0.572597143705822,0.5787416893796369,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7479531310442974,12.257304445120974,7.850938865860872,0.8714268360260544,0.8663426666149874,4.0,0.4357561154508184,18.610637330588723,14.184765631057964,0.6614261042506366,0.6608725693057161,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7756654819849104,11.67592477171984,7.478049703016424,0.8863836919149191,0.8781068316608479,1.0,0.3007118295801652,19.84944372864592,14.856058551447834,0.5693184711054875,0.5631538517158324,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3672132595270909,19.4508742796905,14.944171042931526,0.6072722971517132,0.6049054648990523,1.0,0.09803739091098,23.390194273737013,18.961361897558685,0.3738654319132268,0.3650300090795523,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3737331613954413,19.46302149103326,14.835206836243929,0.6125372193128982,0.5923034814026517,0.0,0.0251272895310556,23.63318298607984,19.22115609720723,0.3017123093576073,0.3182003190066348,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3748038318494112,19.036535476503527,14.50185132596355,0.6137021101649265,0.5978555731353261,2.0,0.0872296654315758,24.847166723613057,19.60044315682181,0.3507047741951151,0.3603030948140526,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.387068444054141,19.1877578554212,14.685165526999972,0.6238136089695963,0.6180066976193213,3.0,0.0119265074586657,24.21478374320441,18.50114686741713,0.3260427356100892,0.2916492682312632,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3634566030723147,19.252869081048456,14.876284213935469,0.60454405154581,0.5902191555305233,4.0,0.1104124009543193,24.28335614202465,19.10255079203988,0.3815864949979608,0.4112309426840676,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4133378607202653,18.44591343102337,14.141249829681447,0.644277887411455,0.6456977466177046,1.0,-0.0674151779761722,26.635519606216604,21.0383352834948,0.2078061282379105,0.1646369616302939,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3928539653711158,19.406764396374747,15.002928903950796,0.6282085224816767,0.6181222621809086,2.0,-0.0392175723823586,23.15207169884768,18.045708261690752,0.2849214630292944,0.3105273124915539,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4062569192949351,18.764936787989384,14.32363497396101,0.6387876680836866,0.628458939335268,0.0,-0.0783855296083524,25.709811747181927,19.93844477195442,0.2635739212267406,0.2953170165958922,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3970185332941028,18.836249790316625,14.474154650881882,0.6316290924557203,0.6254473455262628,4.0,-0.0071050887615304,25.45197716680969,20.088471713017707,0.2637865800186104,0.2739643503427368,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3960374205464207,18.89070497674529,14.29772713647698,0.630757657528155,0.6207483847803684,3.0,0.0116394114016787,25.043633291057624,19.87869124893013,0.2940726227938615,0.2554267239592577,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3630403720354496,19.43827650643167,15.020130022591196,0.6043231276219314,0.5923930365526754,2.0,0.1172656728256096,23.49040042875952,18.2622237450061,0.403152719111187,0.3860242971155016,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3927787097106505,19.07196667748021,14.621752342456396,0.6282722899018643,0.6129695326149803,4.0,-0.0322966574956071,24.919928664104283,19.66074076201001,0.2891684571193906,0.3216639655394062,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3741247723200165,19.337936814541862,14.838856726631247,0.6133120821985666,0.6173016242359752,3.0,0.0308583385151987,24.27817315563341,18.8094533645224,0.3477441039993514,0.3158631680478659,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4136633431459433,18.34411391125865,14.128189022681266,0.6444674503868855,0.6400398202561758,0.0,-0.0362867140464082,26.84199510577839,21.0267717588708,0.2352198215735249,0.2501026335853907,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3447954723534858,20.044804706392,15.512510134010922,0.5891569382172334,0.5820148842204919,1.0,0.1498718112131428,21.205841489482765,17.25914935737933,0.4476405868047549,0.4384332747333421,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3659705844808641,19.209320620424624,14.71111626006935,0.6068646399147997,0.6046669065952754,4.0,0.1433053013548121,23.887966181415923,18.573080192593658,0.4236238172074716,0.3992861213781081,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3836408209603292,19.175967225139324,14.815770759669268,0.6204696262441788,0.6100142845341497,0.0,0.0229874861965788,24.441881565098665,19.073916470878647,0.3169621297525814,0.3094936334349792,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3926919607446566,19.298241680079403,14.8194761807009,0.6278800766723596,0.6165168930248676,1.0,0.029451006262596,22.99956366282624,17.87300020093051,0.2879452788103082,0.2856976547159127,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3772025342077935,19.506492204489625,14.99508726269076,0.615297731764306,0.6006948974512689,2.0,0.0408896401574063,23.054856240202334,18.226119327247627,0.3011493381233582,0.3550634246692719,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3997961540042051,19.140217457047925,14.53887135780484,0.6332643377212271,0.6356856780227348,3.0,-0.1465250459841391,25.25555067507253,20.026510831153185,0.1706192572857644,0.1652958169202685,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3943661211737446,18.7506640996457,14.239564937134038,0.6294303893590174,0.6265947025374942,4.0,0.0074965626756938,25.73534456296532,20.73112304917884,0.2729817955572506,0.2100560410692743,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3739345656115581,19.18393371475342,14.56181759705672,0.6129216879711161,0.6227368488196994,3.0,0.0279698790291134,24.681992618536853,19.13562858496504,0.3517433495312402,0.2953349918018433,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3644725902650583,19.61432635865061,15.045094700575753,0.6048144892611556,0.5927812920033807,2.0,0.0758714808556133,23.08107154870284,18.268559900325457,0.3272606649681345,0.3382002622918751,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3720116262941491,19.32511941890768,14.823825718094136,0.6113228872451921,0.6108356699071418,1.0,0.1218833081398537,23.303577582077136,18.286403085320853,0.3962678675093617,0.3836139988722759,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.358161712125957,19.48815935607032,15.012649183565811,0.5997434996212254,0.6014393249694172,0.0,0.1187363383001569,23.58764044863944,18.75068957262591,0.3980685561334982,0.336155093913905,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4280140891703049,18.467804128565003,14.021709046649766,0.6553302229674137,0.6512491860908363,2.0,-0.1372871767415875,26.40566610678344,20.605836151136327,0.1443699646050283,0.1375522633638804,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3838051165852355,19.29574716923875,14.547164018218968,0.6211552860704416,0.6163596697026124,3.0,0.0136647634123806,23.9262259332263,19.69902875123432,0.302868992470624,0.2896601964946351,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3657779261566518,19.15788623649845,14.51294591685953,0.6058853851209154,0.6065070629064166,0.0,0.0594331149374175,25.21208421815911,20.28055150795671,0.3246851762613195,0.3473203037063532,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3542858260102324,19.95798646200306,15.469699892258385,0.5962391396753106,0.5883489079809087,1.0,0.12036584301428,21.544958260928585,17.368126502000745,0.3875652670284508,0.4091750969707169,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3724800766644573,19.43589472630124,14.955268111883212,0.6117532994796901,0.596645085170972,4.0,0.0812609499687552,23.17684874107719,18.37032248890144,0.3441724306344211,0.3964460456939473,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3513174273476324,19.604798235758665,15.012274653592527,0.5945992702272656,0.5830970181627513,4.0,0.1437384770949411,23.121260280510764,18.535946012144105,0.4087408628682656,0.4191075638756877,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3886276382972091,19.344335834057507,14.799185009924193,0.6243129988120553,0.6184300906707572,3.0,-0.1190070471050148,24.675427741100783,19.67747851256864,0.1422270960397662,0.2071810900729598,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3668640093599055,19.26912496995753,14.564691449987832,0.6069283059461184,0.5913083032640553,1.0,0.0497952399418818,24.857044378102707,20.2248470809593,0.3129088664742634,0.3234702203116347,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3595768593458526,19.67125218810736,15.15332225144082,0.600785473593427,0.5963004583889707,2.0,0.1336257858286021,22.4230263934957,17.202952443988277,0.4076691223602094,0.4193359503970831,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.361041950273385,19.50459981803128,15.067443228064027,0.6016391255124375,0.594815758219276,0.0,0.0976983489126507,23.57325091871257,18.5336826015576,0.3603841728648307,0.370257004821442,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4016965342747443,19.06207485678184,14.688883928075551,0.6352224777767056,0.6308793710517381,0.0,-0.1179145687765017,25.090001971751068,20.35547577565696,0.2025286808272259,0.255051457041954,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3773536796385967,19.788187431834288,15.058747369596224,0.6154923944581273,0.6138276152139378,3.0,-0.0587653432306627,22.5564522964412,17.901004430822624,0.2861817214206741,0.2004064458532463,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3824954366668641,19.210273035359112,14.676661167111297,0.6193912561974023,0.6227451340488447,4.0,0.0343828185725195,24.1830468301644,18.81941233104968,0.3188976214558202,0.3020937417217855,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3732189908977362,19.65341732138454,15.162673551707254,0.6120752139346806,0.6051653348252106,1.0,0.0502346510246667,22.441532369052773,17.94882434774972,0.3121761376971336,0.3012979322725715,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3641758737958275,19.72122407258083,15.43822210274356,0.6045063468332945,0.5917600873163954,2.0,0.0790883633571137,22.09070260208893,17.44516274961181,0.3908284822154888,0.4027705961467001,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3780330458667394,19.322788349074088,14.74924044318295,0.6161725179985494,0.6150684917635888,4.0,-0.0448703041618878,24.929690900836164,20.160771409975435,0.2487277859479829,0.2572215722641776,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3846687731406113,19.26872720559819,14.807023188151875,0.6211420484661923,0.6151667253346854,3.0,-0.1059445957913423,25.342659323238674,20.287824895160057,0.2939467328155686,0.2909229801466521,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3667915494105181,19.18581530742424,14.676424059486829,0.607158343748682,0.6030557044729024,0.0,0.08580021684583,24.7485141860718,19.22877063751497,0.3616983246093609,0.351732517224004,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3800514651129094,19.106298745500123,14.686500468550506,0.6181934487146313,0.6071702385200162,2.0,0.0864196082855777,24.146920721973665,19.43619814090329,0.3567645725261673,0.3502301491968527,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3895913316199765,19.33734585171973,14.673161528933749,0.6251174543497051,0.627401087279315,1.0,-0.0624455024213252,24.062566741874445,18.586045848349656,0.2410142831724379,0.2541651822223371,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5829786721509762,15.687511760036331,11.524079225464597,0.7652790715331448,0.7298277760630015,0.0,0.275042635491135,21.354531475361075,16.583237383963066,0.5454362879972209,0.4465503789258273,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5966547458409354,15.552676890938107,11.41674704039928,0.7740569490602415,0.7385360427585604,2.0,0.1780594288520699,22.16012924623132,17.214214346438382,0.4853370232967358,0.4408212953654105,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5648931403243567,16.287424790876912,11.913212399151275,0.7537233968785257,0.7150244123484889,3.0,0.3601265486464983,18.82483998268384,15.11507832180126,0.6177523125633684,0.5673633571002361,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5748189258066075,16.13771168906543,11.920383482571255,0.7596970223499833,0.7195385099346591,4.0,0.2777235178916437,19.86146506913349,15.03873933831424,0.5441196962145777,0.4973287598047881,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5785165830085963,16.051873005369504,11.668280046024348,0.7622901492131648,0.7262106156110985,1.0,0.2823358921082104,19.911863256434167,15.293566156128334,0.5519092570398093,0.4593387319070603,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.591811814785235,15.706898841269226,11.388216027382551,0.770785326952216,0.7282409504988585,4.0,0.2477967595047022,20.857784292748576,15.991461262991985,0.5193331443311459,0.4799775525804092,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.581722071520558,16.092596184874736,11.847144685087729,0.7640570875216881,0.7288692559766542,3.0,0.2440425442920032,19.59413979765629,15.21429162325236,0.5378362430628598,0.4942282742773892,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5814359522077328,16.08944455914282,11.797354271575127,0.7639577632928913,0.718398111723943,2.0,0.1629243440048977,20.919210241242872,15.594381990772138,0.4963553622000599,0.4722903645130722,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5650598178083771,16.171359519113494,11.89885850438904,0.7535892846956393,0.7169570792094959,1.0,0.3426420194900446,19.57772657607415,14.59024335372505,0.6000394327696945,0.5425539421339055,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5759964999130907,15.96502847292128,11.791814569445387,0.7605268674781268,0.7269273579881907,0.0,0.2586037089566917,20.968974563050743,15.85258344583622,0.5416667488991767,0.4334941828253534,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5861253833099122,15.956710649028938,11.698638217442506,0.7667639950385676,0.7200108286554844,2.0,0.1353562849868946,21.49098864784392,16.19012648301585,0.463227115527013,0.4613435965028357,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5734133070127084,16.152999657293826,11.960838483092788,0.7591393607549805,0.7092212867845821,0.0,0.2868457150324027,19.426323125176864,15.088217564997503,0.5469815931506716,0.5421505800532607,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5676653824493045,15.922239488940518,11.695401720202629,0.7551256087230833,0.7157691003320746,3.0,0.3586370289337457,20.45888267400841,15.976194717117298,0.6047757270622969,0.5728446418518333,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5659072780693055,16.078079196262678,11.746097074473242,0.7537916046751398,0.7158599264576939,4.0,0.3048972818142009,20.65439877708905,16.399218200532374,0.5608033426245582,0.5196048513180156,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5830402384449249,15.906981747411246,11.612092337090177,0.7655597928551094,0.7143846027505192,1.0,0.2740601463504761,20.34749554333187,15.626371484119938,0.5458725260225648,0.4977151665223572,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5776777588876401,15.96717799034568,11.713385608485764,0.7622602948884217,0.723318163502597,0.0,0.3009481546969387,20.074879678972465,15.43145901767104,0.5682501082711455,0.4737673209983761,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6139578451360126,14.926480939562683,11.150027637393862,0.7852690913024576,0.7444462054140981,2.0,0.1765481197246091,23.75242762726381,17.614058463646543,0.465546168592939,0.4514843123225861,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5761377249265016,16.037196763154977,11.839497105280156,0.7609726118285846,0.720525271443706,3.0,0.3040846277601018,19.87720236598666,15.783579880598277,0.5783018420246157,0.4984471507641944,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.607077150154048,15.648112332304494,11.482202332839448,0.7808781991140833,0.7470318411939548,4.0,0.1846069354161279,20.261011424933585,15.445631412838845,0.4884415047785522,0.4242872181767958,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5768151941170178,16.036568820073768,11.875748019751033,0.7611098051797485,0.7269183918845789,1.0,0.2740202368832816,20.111176243186524,14.78550530584387,0.5550920109412907,0.5073911550473977,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5817152504209234,16.05963569232502,11.78904464592179,0.7647229241845834,0.7225492863430354,1.0,0.2808631188931757,19.54249397420628,15.437761035816104,0.5463721082215253,0.4633823985492747,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.530837574806083,16.444856963677207,12.15982846564851,0.7307293228756035,0.6875200476307312,2.0,0.4930900467223374,18.72688999246385,14.317307905827745,0.708645019317982,0.6838913897959321,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6033347362632435,15.518248274860206,11.21140129665744,0.7784226091014059,0.7381568479123081,3.0,0.1722615957769108,21.620257999334736,16.91490679554386,0.474796561233305,0.4190567490381495,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5778722926989817,16.116349481362967,11.781809116025778,0.7617614533572384,0.7224915592710618,4.0,0.2425024477698432,20.08815409162085,15.459426580680534,0.5091116742965591,0.4954920216460843,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5717526795900649,16.085304908690013,11.732775153779857,0.7580155148643563,0.7182320935115443,0.0,0.287515139857557,20.35131303413755,15.728699219386144,0.5482899479868866,0.5033510076695672,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5873800296539278,15.5878592386579,11.396086755742,0.7683611089468367,0.7266595466220253,1.0,0.2540046671438151,21.893860886177062,16.727639435829214,0.5261743341438958,0.4501986700557653,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5668969130013308,16.241661344348,12.072392674586853,0.7548407276541397,0.7206555047118747,4.0,0.2627290583177765,20.168537857607184,15.633975443186056,0.5312970040279981,0.4563781939790666,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5908201248430133,15.740507010064702,11.524315538118424,0.7702180688153979,0.729427281288108,3.0,0.2318823912475482,21.02998875808427,16.248615601667687,0.5069207358418882,0.4721296231707755,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5649709866676627,16.390366267726932,12.063224725397149,0.7533557628992605,0.718881061834663,2.0,0.3671117720601385,18.16159147110276,14.301324007055287,0.6156133337080861,0.5179452893206282,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5863926308128138,15.819980965971816,11.607982578806393,0.7672412451461477,0.7258770784943216,0.0,0.18049969558746,21.645233449900548,16.228538217695032,0.4756407867701921,0.4238865379652579,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.596614832389842,15.71312318338572,11.596079132693488,0.7741363102914044,0.732368494066552,1.0,0.1696754518320539,21.254159354716897,16.551964845461278,0.4671730812078164,0.4415769361242117,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5710806309423955,15.758819380671683,11.720071309911916,0.757706164107802,0.6978191482046606,0.0,0.3359354467876312,21.1590536710356,15.984491637005874,0.5837070709821418,0.5758373247318255,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5891628257722219,15.619291931593606,11.421272072792922,0.7691830895630172,0.7232790207745462,2.0,0.255283646851942,21.508237956205427,16.52209811098465,0.5298370615951937,0.4934134782275005,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5514670372211232,16.369606472639525,12.063844820869557,0.7444281437708711,0.7141645066882641,3.0,0.36461651393318,19.600790201238787,15.233942904120587,0.6267277649097278,0.5515086284338329,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5955865523259624,15.665424290530924,11.549037652038322,0.7734618866301614,0.7247941628785985,4.0,0.1893858726678527,21.4371980477668,16.640921398334623,0.4801795804161207,0.5030243891843362,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5870954533199527,15.891795811636712,11.521113075808318,0.7679774485837791,0.7316723308513459,1.0,0.206320106506712,20.87440417365455,16.16907967595319,0.5175076318226193,0.3767756901035449,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5983001452721879,15.575504802247396,11.3731263900047,0.7748459766168547,0.7337610933143065,3.0,0.1572068608719198,22.138870153294377,17.289487250456464,0.4799510463381917,0.4017414244233947,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5646559037807928,16.268871048540145,11.814755827078528,0.752691504156597,0.7169629315894763,2.0,0.2794903479274953,20.149738058087017,16.078657228929586,0.5436207851771173,0.4757911530630802,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5819559957597841,16.066712827355477,11.646293062645915,0.7649129792157445,0.718933444604199,4.0,0.2299463345854094,20.125297270633464,16.200025788892415,0.5055512645502046,0.4513755897653143,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5698712919212294,16.171086381327317,11.836659698313094,0.7563607688157747,0.7179765600642799,0.0,0.2845226077116465,20.109647247221595,15.531661416887092,0.5478870114384153,0.4882803545409457,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5681814508181741,16.098896698100617,12.02096607950995,0.7552544051845014,0.7142460163952384,2.0,0.3798740939357812,19.20524339917196,14.344554520433505,0.620521189545892,0.5704521055553681,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5838425743545115,15.849257454855731,11.624509447232564,0.7659343449376134,0.7137302305524077,0.0,0.1746040122884621,21.939328169396173,17.01165671389785,0.4840973366016665,0.48702029418899,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5597239831672061,16.264477246148548,11.86475866868155,0.7495243161597844,0.7014874673242897,1.0,0.362685090093284,19.46770576180564,15.371639724577337,0.6049869482564394,0.5569643401281643,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5896720944096647,15.715532917228655,11.464050916922682,0.7693911319762483,0.7347302650890957,4.0,0.2712173497155865,20.70511120367732,16.143719210840498,0.5427493039228634,0.4591656707493773,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5672011826012446,16.06248801392547,11.820198291868932,0.7546982161998931,0.7170008215544984,3.0,0.3590613584564884,19.8095485864546,15.635383060276157,0.6004356877712924,0.5142586888323476,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1290917845977018,22.92072733124532,18.73997682809465,0.3597783080358984,0.2148832434573545,4.0,0.0605075676504437,23.398393269974072,19.63637988908975,0.2888146841321821,0.1010365908357348,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1327995346393058,22.80364108427229,18.648147035734024,0.3647157721469651,0.2291258581621472,1.0,0.0512851772581378,23.85014980548086,19.52789435060223,0.237971989739442,0.0628495592575344,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1243673564742633,22.98038510288813,18.77867659997957,0.3528586402985137,0.2284393028741661,0.0,0.0575802694892519,23.40665516084884,19.26430728727857,0.268211768321247,0.0609770932026985,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1317658499637219,23.17603820426991,19.02201696264672,0.3631758460516356,0.2160764470440392,2.0,0.052687181781033,22.23231382703517,18.305923303866223,0.2372247305554055,0.0623580129657074,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1160889125412233,23.093792122416705,18.89941377494984,0.3413215600245384,0.2199037613179363,3.0,0.1197955795347851,22.6584177152423,18.68451201059873,0.3479459037555695,0.1723964217740461,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1427483388751265,22.44258460155754,18.300059948212063,0.3780584313782055,0.2276148106402343,0.0,-0.0381939217413029,25.9067224403315,21.759975338025807,0.170506677134907,0.126419288752326,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1515647737065987,22.5400458849423,18.4539229944026,0.3895681840311581,0.2483573539808402,2.0,-0.0602876678475166,25.262140089474727,20.66661467107369,0.0637832035597709,0.0799639041770362,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1078732566571972,23.45289611353777,19.363939288134127,0.329135548113377,0.1767520007528198,1.0,0.1571649433105925,21.16238968084096,17.430930939672535,0.4023590238257926,0.2612843553365571,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1343843936051366,22.632767805174776,18.62520600687563,0.3667537946831755,0.2298646422066464,3.0,0.0654771999255152,24.281164796200343,19.664252748018683,0.2601552173751922,0.1356415519642934,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1302004182351693,23.147929367586546,18.925509731599444,0.3610453128198903,0.2190885824349306,4.0,0.0559000918199996,22.43419759331653,18.266347177500545,0.2538705031137334,0.1368673153784737,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1266530966142625,23.317982788202784,19.12253046051061,0.3560560541520456,0.2354409435031046,3.0,0.05028366130743,21.92654228297349,18.04752797042649,0.2485334469688326,0.0888313100707891,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1208286931763079,22.723076410063445,18.5838701525448,0.3481140322303042,0.2135332541884673,4.0,0.1051122373195473,24.08367391993413,19.788938312633324,0.3282567158081736,0.1007724788535721,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1209498069080122,23.156228741026645,18.9505777801496,0.3479660755477026,0.1982734224582986,2.0,0.0940926243521343,22.48316461937169,18.95306248047445,0.3145371299090508,0.1022974674227409,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1325617052520592,22.837326772296382,18.518526424261683,0.3643538430299625,0.2332927923143855,1.0,0.0581885806245112,23.61906914830464,19.80621907511504,0.2548925950017969,0.078013085598734,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1496439831658794,22.715994523675576,18.49557566255813,0.3869793816008378,0.2438573386902364,0.0,-0.0430004514552118,24.39682890601061,20.330895047243818,0.0165993812669812,-0.0491204565207155,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1230630404368535,22.745124799505323,18.597846141452656,0.351136800842712,0.2270052870303594,3.0,0.1118658948843572,23.78534925095335,19.60309474274008,0.3374620100978944,0.1536187786715941,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1193988743998729,22.918126295028515,18.789396890088188,0.3459723869448324,0.2328745263656719,0.0,0.1125291043363416,23.31162793261077,19.557806101320192,0.3381445550645501,0.1587489286603173,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1133964496689364,22.741738062160863,18.667556992838385,0.3375297468123784,0.2128266152143826,1.0,0.1179577167383193,24.067878170990014,19.516596182976787,0.3531696281023876,0.1149942195061109,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1244213942458403,22.77319192155852,18.63459203292338,0.3529620286249443,0.2227248234201193,2.0,0.0953063030275708,23.816570609241413,20.141135463229496,0.3277521110549493,0.1791285263448206,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1097111080880748,23.15399309007256,18.99590068950414,0.3313941960190905,0.2051284751549141,4.0,0.1019485264025595,22.991481850292345,18.80875817164701,0.3271090795403166,0.200040365209544,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1284791506999624,22.792531196944044,18.56636408913455,0.3588814099914433,0.2385862894916471,0.0,0.0570906270635401,24.052636843972227,20.203964060168644,0.2672708359360886,0.0751938856632611,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1248011495890697,22.83409717413109,18.664692562565097,0.3535163512435343,0.2237840905563873,1.0,0.0986625097211456,23.52534103332102,19.463151220870262,0.3191262226925665,0.1605188077901412,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1379014995123582,22.58457376742211,18.481322196754647,0.3718821326455994,0.2341562005755195,3.0,0.0236206512558766,24.82039242990496,20.412839574097067,0.1894492192730222,0.0381464792362667,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1189909956688484,22.858814726155146,18.78821729818296,0.3454079671635745,0.2068062570689606,4.0,0.1119481786605794,23.57192930222462,19.402070150931863,0.3346308451390638,0.1968821448195008,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1578311669421751,22.60586247672589,18.5556168785919,0.3974425612690878,0.2626151805212734,2.0,-0.1108890167757299,25.11877349879748,20.04991954108761,0.0503300984577865,-0.0203281185133079,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1261255696550752,22.78735585447481,18.71800293415144,0.3555028145569374,0.2102415975348379,0.0,0.0986248707355532,23.65538407938641,19.502532523874496,0.3170049119420453,0.2381211243248192,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1442092956833081,22.65072474366813,18.500518028571264,0.3801555396064774,0.2283935681806567,4.0,-0.0235941510848576,24.780246477170632,20.59308406266705,0.1540376269405697,0.0236997250528794,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1315086561481327,22.87891908130468,18.67144431182576,0.3630062609659605,0.2407232518630974,1.0,0.070526120735687,23.35149448984196,19.34937663366741,0.2859954719350852,0.1174206457341764,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1203470756602077,22.54849365842249,18.501492632931257,0.3474663407214387,0.2387037382455475,2.0,0.0733454394503927,24.97028271489876,19.916244854514392,0.3082406686994393,0.0792053306152966,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1352292721818001,22.602329046273944,18.56829896382563,0.3678348964159504,0.2318020449208511,3.0,0.0572412277234353,24.47183905436379,20.003628130937205,0.2516045358395471,0.0992201637261637,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1255154251427754,23.016268085386027,18.900420381228106,0.3544728190477078,0.2032564229953256,4.0,0.0661126854084958,23.07065353117664,18.249119648105893,0.2918527762474383,0.1308861992984439,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1174329021908563,22.22947213738082,17.92347252141552,0.3434599531376586,0.2220692289604062,3.0,0.0892069904316363,26.17486663127607,22.50083805267376,0.3112469808552116,0.1504721259392544,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1353761041845388,22.684040011375465,18.621164187551177,0.3683421921274133,0.234194461185875,2.0,0.0335093332778433,24.41833548343532,19.31956917374038,0.230497699978588,0.0674679924994535,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1175373688674997,22.66636246215437,18.545032222871697,0.3433410016507722,0.2198167790988399,1.0,0.038317292543707,25.323326246364548,20.902801013204847,0.2127304484639712,0.1026744273414827,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1268506344042735,23.32726051247445,19.072057317197604,0.3567065914514338,0.2254162137493747,0.0,0.0629920057082911,21.711962781347488,17.905432041656734,0.2792159671792979,0.1007175942138213,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1462572367455732,22.38893799455387,18.191502042014328,0.3827558217198067,0.2418262324277316,3.0,-0.0004634301188641,25.41413730596575,21.892482750283733,0.1434698744299299,0.0867398806752347,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.135370916567876,23.17139819039292,19.142559159777907,0.3680089829788726,0.2113778826060597,4.0,0.0221214122351126,22.35247466969612,17.912549874422744,0.1830081514369224,0.2216628409088042,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1314460402234264,22.75604647799335,18.713409547800207,0.3627075526393788,0.2029454837613126,2.0,0.0142144344456262,24.30445860842581,19.19058244080117,0.2300010850430974,0.1746367572716164,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1113390084890143,22.760736482535457,18.60653316256337,0.3347370955556504,0.2310239578099129,0.0,0.1003622773822969,24.22603498360527,19.489891197413183,0.3367590875835812,0.1551383370671508,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1330168752183633,22.646096256787263,18.485620583246103,0.3649223031900153,0.2401914125869459,1.0,0.0453369903452892,24.564148299116948,20.345538137402706,0.2408126710904367,0.138966279627247,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1353221308347044,22.708221928330584,18.677789827641565,0.3678871453234363,0.2434522359226754,1.0,0.0472210854443042,24.157629275696124,19.4966127213426,0.232905874763526,0.1207132096198219,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1101863798873843,23.011512655589776,18.803791530901776,0.332255410252016,0.2277725731146307,2.0,0.1339842118082705,23.13034641705983,19.30291268891148,0.3691810423633264,0.1204923237114693,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1302098458049778,23.294215897196228,19.04296856887431,0.3609463771369571,0.2218897645044835,4.0,0.0029362286366854,21.96196970793189,18.919997605632272,0.2222596360236681,0.0355466494264382,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1367059382992043,22.83898529060947,18.778358788201142,0.3699014746717808,0.2324712174136526,3.0,0.0201420242542321,23.861304007582035,19.171697014215862,0.1794592510872702,0.1090070984543205,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1385230910970334,22.82191479151178,18.60384356058326,0.3724045072986973,0.2299913960900556,0.0,-0.0544760470525103,24.713540767496696,20.27714349711446,0.1637330540366219,0.0478735059983316,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4434661177860677,17.829311389269645,14.06466190161873,0.6662257352495812,0.6201063847218843,3.0,-0.2118109425294705,28.879665793851743,20.307944574019466,0.1896950448271415,0.2168650231660997,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4445895475527341,17.290775217549218,13.472857272723694,0.6670275897232563,0.6140194871773732,2.0,-0.3213772228284774,30.76461176323185,26.416622676045066,0.0913481885819949,-0.00857864860549,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4275293381516453,18.8706425244964,14.559559627253783,0.6539049635553882,0.6248308982120551,1.0,-1.416089166300884,35.37323833133176,27.48308493906679,-0.1029411191636522,-0.0840440103670611,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.46276346590377,17.29625795973808,13.812764744017064,0.6806405321590387,0.6340495768659385,0.0,-0.3592002041965005,29.69114220401432,23.59250741942733,0.0696737522099723,0.1188626313937439,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.421274935876103,18.92547375369045,15.102174693721125,0.6493235693666022,0.6017572322528717,4.0,-0.0058382733799409,22.96156152034264,17.86708464870685,0.3775553726704047,0.3774303748164024,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3889433911619164,18.09564546620843,13.957574193548387,0.6242048257261155,0.5920743430808262,0.0,-4.664938036455735e+25,212629206946367.84,108945947967846.64,-0.2279892605280858,-0.2554539028708403,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4137747708227719,18.87215573178474,14.761209068010077,0.6436848394701681,0.6183441704526011,3.0,-1.036508023732197e+26,235173838424431.7,122185661339926.4,0.1796511608116635,0.069557911808208,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4303848208239165,18.8927147337948,14.827202007528232,0.6561355915451205,0.6262275591542149,4.0,-2.9529359482140376e+23,10892656562145.082,5875062044859.69,0.0697534324053957,0.163639329520331,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4504943010819633,17.00334833933021,13.46899441340782,0.6725321351611686,0.6371311783423709,1.0,-8.488961856059129e+23,26307501581538.39,13154898966430.256,-0.0763851721462546,-0.0262237446845518,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4731772044914574,16.951876949307255,13.41195084485407,0.6879169157354479,0.6355658997272576,2.0,-2.3329161288224784e+23,12918280589730.324,5390236186294.553,-0.0303259136034728,0.0664436440756953,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1987128067125552,21.67614728960317,17.326313081575584,0.4466365115332922,0.4517369670488206,2.0,-0.4279399568319486,29.775587981385605,25.03988380564687,-0.0275020149421278,-0.1382309456438908,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1893192953578387,22.18824733530581,18.003438788818272,0.4352432024610462,0.4048243760403144,0.0,-1.0818826391815386,33.87912465053539,27.740082518418628,-0.1696440502818045,-0.2198852437834358,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1545159990494892,21.951283217325752,17.801725986216947,0.3935615441348849,0.3787167036227046,3.0,-0.1310523127274263,30.975581994200454,24.95402118172116,0.2467478229946337,0.1476943293391809,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2365637682825681,20.483689063520632,16.546375114450573,0.4868846823967989,0.3947890326544051,4.0,-0.1141064642461424,27.88480282625729,23.02889344695025,-0.0133217086560227,-0.0502570453001843,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2281267771482379,22.03034618305957,17.78394413870044,0.47828899440076,0.4642773317163975,1.0,-0.4281909145741496,25.42029905005883,21.092191164711235,-0.0262707796290617,-0.0692743679294538,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1356079208469499,22.81897186495668,17.00082236842105,0.4687506830759808,0.4257381574305331,0.0,-1.1687770943025608e+26,262950540597704.0,102920738963116.28,-0.0168785472534813,-0.0346210882378913,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1264556373885179,22.045249754868003,17.748391123439667,0.3563685954111941,0.3637927278504413,1.0,-1.7042145092997666e+26,360115097258434.6,216996025131734.25,0.0836936574472011,-0.1165218124468527,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2735793116499982,21.692906533647147,16.841326530612246,0.5261959812883935,0.4981223942335988,3.0,-1.3263783652998975e+24,25842910640450.355,4904488075445.08,-0.154219133825146,-0.1459669208306533,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2388432743757872,21.99614301322264,17.54958904109589,0.4894855990159261,0.4617260720796512,2.0,-5.707525701993727e+25,168342207568852.44,67132212756151.43,0.0545647314688796,0.0910544130812561,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2153458712755023,22.29955755308818,17.724253968253965,0.46457962063224,0.4502692777180561,4.0,-9.9931998007688e+24,72194090236115.81,28012755237361.56,-0.0149076521519649,-0.2105544711092882,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3684266297331972,19.6692649913111,15.441420733966982,0.607025775599609,0.5857345977588384,1.0,-0.7426361396400558,30.857391142744287,23.560261299115105,0.3489568116314532,0.1903492393419025,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3754796825204444,19.85443867099598,15.656417551826308,0.6128260048091435,0.5756636752996954,2.0,-0.5485144086064617,27.65778936235566,21.897943577827203,0.1426064132500261,0.1093717351425907,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2757853193177714,21.521005109006754,17.176735813931757,0.5253724421456184,0.4849696772819361,0.0,0.277715667198025,19.79243758467508,16.327151929579326,0.5552593774944762,0.497197174206767,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3144202573522913,19.10087884561554,15.053671576442907,0.5608333434607308,0.5228074261409796,3.0,0.1963190586077532,28.63690011849401,21.751625491795288,0.503229067026467,0.6069634445573902,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3819995065433264,19.84515673199556,15.656168951163142,0.6181268668311789,0.5673958659111848,4.0,-0.1607802542703191,24.467663567125665,18.830467189175945,0.2817763379601117,0.2989012226593187,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3756467644503284,18.785633949788394,14.639651474530831,0.6139100532888337,0.5637478484948081,3.0,-3.14540898650598e+26,475057809187443.5,302973169487091.7,-0.0410889685242178,0.1326605377316772,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3711887383686475,19.07539493263941,15.346141581632653,0.6092526265975561,0.5665177783088478,2.0,-0.6465760665755051,33.01058549695659,22.65345305429864,0.2692102908387752,0.3234042334229668,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3138804511615791,20.036793666803,15.825699613764044,0.5602505063829771,0.525220556064696,0.0,-0.8700881319525877,34.47654739039191,23.71809294871795,0.4151873259872358,0.3566423915876004,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3798070952613813,19.04747331669845,15.311939311594204,0.6162851562796138,0.5633699585988197,1.0,-0.6476874681211346,32.58436183241442,23.23480702764977,0.2648123715478426,0.3356879058595144,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.350469945846259,18.935625179462168,15.038045515394913,0.5933607425190947,0.5422920703078419,4.0,-1.1480680496589735e+27,895871938991577.0,573134549059195.0,-0.1744019775984323,-0.1207536477606198,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0928184984545062,22.91654859974519,18.858686718901044,0.3049588892269188,0.2957596960824389,4.0,0.0611946084566096,27.102208003118243,22.77481005202589,0.4212081008424893,0.2534973113122477,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1378772760473351,23.937727725950165,19.66761925677531,0.3716211915178992,0.3297549460818533,0.0,-0.2021262203506411,23.4770578863158,18.106472085772168,-0.0669878544692196,0.0118598743852206,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1617558470042114,23.32157772468847,19.138996252754698,0.4025067955264884,0.3601132158987522,1.0,-0.197815363033293,23.68797271671815,19.33603788030237,0.0250754720520132,0.0172604889143679,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1416418377593156,21.8854393420266,18.082129813482663,0.3765822133937263,0.3141942262700005,2.0,-0.2043625189684701,29.07101270542125,23.725094232609464,0.0147543441873445,0.063522757387613,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1334344570872497,22.797689447485745,18.73526449300867,0.365442526402338,0.3227256677035198,3.0,-0.4927805649113126,29.68411680153306,25.19002467066326,-0.1230989615264874,-0.1581133556902366,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.155848973312579,22.06225132767221,18.05198237885463,0.394777174399789,0.3234364871891875,4.0,-0.5823589471293149,32.52121153869717,27.15949115044248,0.0617098558633142,0.0591022391108403,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.146536336031375,23.72754141170057,19.547191091954023,0.3829022366871788,0.3373285218839779,2.0,-0.3946578104388754,23.66662998823449,19.109597156398102,-0.1196535387074103,-0.0525243176546409,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1048278011756186,22.82164449292636,18.58618075801749,0.3237742610022405,0.3384127564181683,0.0,-0.381944948196671,29.80359943072564,23.77477375565611,0.2547216157515584,-0.0193691689284021,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1004109622837144,22.79898928382858,18.3459375,0.3178718839019914,0.3058797703452618,3.0,-0.8915258685217695,35.41716821110303,26.932456140350883,0.2549914296402849,-0.0008102177587584,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1259628165571588,21.758391921579648,17.901291727140787,0.3550467695253845,0.2381826921269397,1.0,-1.4208966254512427,41.09898852524433,31.4348623853211,-0.0972376150222103,0.1594617003829035,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2093098999002528,21.501821617056763,17.215745098836845,0.45750411629116,0.4494527304746648,2.0,0.2569763085906285,21.69586763482612,17.280745307273126,0.5086515004031932,0.4352320483622994,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2366631072268979,22.101020330850247,17.660780313683073,0.4864804193850196,0.4483265087931176,4.0,0.2057510266260012,19.704274462759336,15.264900502130589,0.4888254122626938,0.4220818376757373,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2079496031364616,21.43560066949013,16.96231436604874,0.4560152146687436,0.4370223204952619,3.0,0.2457324933852637,21.749344201177752,17.005223964184832,0.5320226524521047,0.5209591947388281,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2460193062754181,20.81617319960333,16.469368905808633,0.4960033899226818,0.4650835224649219,1.0,-0.1939769797938431,29.511996751106054,26.127810645897263,0.2611996236195668,0.0999228478559626,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2221342899550663,20.643125807498915,16.358572557857435,0.471311489160489,0.4474859689521532,0.0,0.1160880035844674,24.37540446987721,19.417280265890028,0.3987891323799122,0.3638539487369561,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3089532414265521,20.57371094348611,16.170418806161745,0.5558364878540951,0.4936237295450612,2.0,-0.795994881766946,30.463918282759884,23.6867578125,0.2047660516145148,0.1646127851013167,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2121673449991069,23.76514766196293,19.34098745110001,0.4606162665376755,0.4071675709090666,1.0,0.2261485029919131,18.494558412603283,14.466384463503005,0.4941218119328187,0.4395329950275057,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3059695706407174,20.823607374321284,16.343149853499472,0.5531451623585959,0.4800865498153914,0.0,-0.2873084846448088,25.91547886616489,19.48559586912108,0.2104209094993142,0.2579792061561525,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2280297120873511,21.896612738454607,17.41280724450194,0.4775348962309392,0.4658007478611773,3.0,0.2150419669612249,19.32038972058338,15.323358208955224,0.5572280578366458,0.4383123325693676,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2123010750809447,20.072593652076385,15.867221168437023,0.4607690458856849,0.4502007314430948,4.0,-1.2382894214249004e+24,32031293534892.52,11439681995959.934,-0.1460778137748958,0.2228538749863554,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0095699946167729,23.75955808379642,19.70467423389682,0.0978275026153672,0.0628296889452793,0.0,-0.042544842350384,29.45924389893057,24.985935650239693,-0.2539774147290908,-0.0884497726303417,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0124031689574766,23.48631614787843,19.609429257755764,0.1113700200396312,0.0912191585217589,1.0,-0.1748018642999891,28.561765641530663,25.72364888171216,-0.1028359827415084,-0.1767546573853029,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0195353411913518,25.8587331624158,21.55068849577804,0.139769768400971,0.0950823468830375,4.0,-0.0374055084160398,20.83799119805173,16.99073976414233,-0.0747600178944544,-0.0592784790022462,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0124158477910871,24.54109242576905,20.44619508820123,0.1114275834204071,0.0779921145680026,2.0,-0.0148524503674669,23.91287297543376,19.45310356515568,-0.001262544035827,-0.0695447517446448,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0440162249954841,23.341268941612377,19.673795616740364,0.2098146969440512,0.1181916812357721,3.0,-0.4934572535183201,31.22405929112064,24.40650850805243,-0.0026331213949056,-0.0943258394537454,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0070041944386227,24.9503750826116,20.570780346820808,0.1188200059299955,0.0530033731970981,3.0,-0.1715361752156559,24.47480622057882,18.51953488372093,0.0854321490346721,-0.0884469185693137,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0063737442101996,24.9618506623449,20.97470503597122,0.0841431583065191,0.0848408603028019,2.0,0.0223796330231531,22.25680625175817,18.239150943396226,0.3010370993900269,0.2439335037765251,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0209235134775717,23.80622301375424,19.72207357859532,0.1476649654803556,0.1057534175006729,4.0,-0.1118315353121763,26.283032044701063,21.424983818770222,-0.14826375313819,-0.1770175660820962,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0186243070116898,24.78392494454493,20.72882037533512,0.1378063135812838,0.0886451540266353,1.0,-0.0690469690987134,22.548142009365964,19.32248447204969,-0.0711639789185752,-0.0462539243795185,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0040543557386446,23.808389170557493,19.881190765492104,0.0856097404982392,0.0327066751463056,0.0,-0.0228293956893468,29.66291776741106,25.355952380952377,-0.1085957508943906,-0.1812390149322297,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4321234112742875,18.534074320694074,14.693539261995785,0.657616406206723,0.6128851180675631,4.0,0.0744948778042189,23.10639060657246,17.76932819744451,0.35178563414889,0.3899121255612319,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4280230033015253,18.93425620251954,14.77354322485922,0.6544615180002589,0.6142843574985238,0.0,0.0914371315821457,21.114563372130984,16.46562047176207,0.3886461725326491,0.3729810922777131,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3881939163435848,19.16846239963185,15.114775007085118,0.6232432252321474,0.5816313991910145,1.0,0.2898710326350822,20.56136416572264,16.169427714961444,0.54779853782774,0.5376807131477251,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.400801582845997,18.40956138298328,14.54757976394272,0.63328743366037,0.587877627298139,3.0,0.2822588923847035,22.90456862775233,17.954169415128188,0.5483903910674861,0.5308110500774541,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3830856243053461,19.4749387849085,15.370559618224428,0.619190711357271,0.5749508664582628,2.0,0.3803330461795922,18.27114700176316,14.90144220216817,0.625915779488109,0.5908513622163101,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.418189266156719,18.987132590111923,14.848966942148763,0.6469968732470168,0.6038610209720778,0.0,-2.5208243170245754e+22,3618185339949.767,439080313194.4918,-0.0196314815189186,0.4412360580964085,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.400376960110548,18.828953590668792,14.719793388429752,0.6327613471755311,0.592694012673976,1.0,-3.096125391590408e+19,139995461427.52274,10405780715.27934,0.1819904340050559,0.5230414365017826,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4078071365381762,18.807661786444328,14.659586776859506,0.6393318468274595,0.5956831669513679,2.0,-2.349644689148226e+23,11960821308849.94,937388587609.532,0.0442892117436597,0.5027407951839662,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4151914653024209,18.592452987728525,14.37978994490358,0.6443559075735881,0.6127739782712474,3.0,-7.309282264517467e+20,680517366306.5605,63453960089.43536,-0.0662767999310296,0.4341711223748655,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3895152888482359,19.205748891825795,15.01219008264463,0.6247088938815955,0.5840611053512241,4.0,0.3072514082248199,19.99761009201513,16.05364640883978,0.5834643660128251,0.5359154253034124,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1881541270621203,22.36947761909596,18.0622555632559,0.4344481315991324,0.4079319653858116,0.0,0.05007280230673,22.42214459219177,17.877100415236402,0.311783539183862,0.2089007967984571,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1969457309420266,21.653617854126285,17.604046467541455,0.4441050397849507,0.4075715505508962,2.0,0.0727569789915314,24.73809090274469,19.91851317363813,0.2911642086267538,0.2654040316768327,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2078841597164535,21.500916987806104,17.23521701300332,0.4564787681772971,0.4185936917824781,3.0,-0.0060872763681976,25.747376281087067,21.19192920729543,0.2148613086731878,0.1379037217248482,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1993351622496662,22.01635560809037,17.816212703661574,0.4471179511756161,0.4213767669139557,4.0,0.021324404490903,23.724272065201305,19.749033568174216,0.2457363014110437,0.2008707059973971,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2050953167828216,22.000263022667472,17.77986566282345,0.4534870447245808,0.4220895850170533,1.0,0.0229491108013275,23.370781775081763,19.26844178865072,0.2646806341261638,0.1965087211461351,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.197769373813483,22.118710224074643,17.987699724517906,0.4451106850753406,0.4134114427147565,1.0,0.0257631367128103,23.208758832985435,18.32774861878453,0.304472210544663,0.1965135645559244,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1912975701400036,21.82291723863717,17.81052341597796,0.4419689828306567,0.3909877111668403,3.0,-0.0053849228700353,25.418107870862585,20.38917127071824,0.2317092116922725,0.1824889163165335,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2209410195774491,21.675467019730306,17.31107438016529,0.4719007568015224,0.4187303347505746,4.0,-0.1631148456316797,26.045575227863104,20.91325966850829,0.0631509374872541,0.1084183949834808,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1986360302062781,21.6820998742898,17.796404958677687,0.4551202452878614,0.4191127861723513,0.0,-1.560723248812067e+23,10072621374727.18,748692050539.8757,-0.048340309636664,0.1765165263849468,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2272281533864363,21.895176708247856,17.587658402203857,0.4778199869194953,0.4366890785160113,2.0,-2.2891765164558365e+24,34295124639747.08,4000354521535.456,-0.1053001802349679,-0.0508223138622926,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3432725366255011,19.75681053953024,15.82525874270339,0.5860100521442582,0.5462999836237417,1.0,0.154178113915944,22.91349067260793,17.393846893585597,0.5079794651856144,0.4802952110592193,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3411592436310422,19.93848253291468,15.89892667874091,0.5842027113012198,0.5441190016830351,4.0,0.1257198301188671,22.413863740925272,16.981974824531065,0.4288084761973287,0.471059278262726,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3362144320953073,19.92133529624713,15.82313663428424,0.5799354264458833,0.5442540271053622,3.0,0.2673636195191596,21.06946216246602,16.672935619915638,0.534786020227497,0.4299895840011916,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3616473318509943,19.41960428822697,15.421220738369383,0.6015224814878868,0.5659356056065307,2.0,0.103583007426881,23.772210157329614,17.97836139373758,0.4106271182595198,0.4090463820954084,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3223168360749187,19.84637329714307,15.9024894376537,0.5678186111984839,0.5196055367964285,0.0,0.2970183404624029,21.728164707598022,16.902977314882502,0.5478312738391268,0.5438939678167493,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3429712044225607,20.026367241683964,15.859630681818182,0.5856409698071733,0.5500055373107724,3.0,0.2565710972999534,20.33808144840892,16.790935773480665,0.5298269099650376,0.4582117603941374,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3325535845902571,19.76336081746385,15.82579373278237,0.5768967501253401,0.536254975061778,4.0,0.2674279808743284,21.93967033526988,16.398670580110497,0.528271674361606,0.5214858319815973,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.346570892962014,19.92842545003744,15.998550275482092,0.5887228745641331,0.5521645654867517,2.0,0.1796101240065059,21.5117268393106,16.764627071823206,0.4599649792266597,0.436729750974376,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3384532504684618,20.1028131948518,16.16044077134986,0.5818390102565332,0.5398111445822141,0.0,0.2724570001786993,20.085435970412668,15.507955801104972,0.5303736629497833,0.4902304789413166,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3400814541932982,20.214180704043684,16.24945807506887,0.583165358081277,0.5318958714656183,1.0,0.281618714911759,19.32143938674934,14.79100138121547,0.5372790961016156,0.5597078256423232,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1252508585356946,22.754110941954487,18.812129526956312,0.3542627854755887,0.3078230174328469,4.0,0.0346056875258475,24.67530249683959,20.138928615511247,0.2093385334069778,0.1429467533818643,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1324937964366173,22.24458357699682,18.224758497161687,0.3644697229831164,0.3148127101985106,3.0,0.0075825892946767,26.557485083840003,21.61819148543353,0.2117087187806944,0.1743395914372531,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1211549888043943,22.89387020456254,18.84882436013569,0.348342130390013,0.2834130810770425,2.0,0.0475585796854857,24.14341927242443,20.04222932057042,0.2277415035667821,0.1997233195991186,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1160077115399756,22.98468776963421,19.034517365994024,0.341028608507451,0.2676330198650283,1.0,0.082117800314131,23.52041336205231,19.835412711173586,0.3129937865071873,0.3027272133162735,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1351581793773609,23.15912922307167,19.031656423239568,0.3677724426451599,0.2981406130768855,0.0,-0.072052319457619,23.53549095381369,18.815417708676847,0.1208098592523813,0.1450712363276909,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1305279936005869,22.56796940606194,18.43982093663912,0.3621890911116312,0.3086212422196692,0.0,-0.131255558874562,27.093346923438823,20.829834254143645,0.1221060965586713,0.1624249615366248,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1223811956806264,22.98149413609291,18.81242424242424,0.3505150504221267,0.3031992027650779,4.0,0.0673283023655996,23.412118527007586,19.740883977900552,0.2829768737167921,0.2490473141948238,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1316574555339716,22.48700330787976,18.4780303030303,0.3628729920926759,0.3091327682438372,3.0,-0.0314741620726233,26.247458116866955,21.372624309392265,0.1905623785245561,0.2135812002631635,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1228730774343644,23.062553621379354,19.000483815427,0.3505413734051048,0.2993818464963607,2.0,0.0693829853791456,23.064510388651914,19.0417955801105,0.2796025622243128,0.2375841456651383,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1101535562018928,23.079152014610475,19.09866391184573,0.3320092313039595,0.2922779178640352,1.0,0.112745776567354,23.135622589346607,19.13386740331492,0.3441983128036182,0.2005375752089972,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2250253229023484,21.453498258566828,17.113591327094095,0.4743684260250291,0.44184521632803,2.0,0.2656174229977819,21.37859169015797,16.894750341382874,0.5176388760748742,0.4991144785536178,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.249253898275521,20.980582594653832,16.68060765602619,0.4992534205254264,0.472337754004683,4.0,0.1660881821111168,23.320089591148378,18.7031692742952,0.4084220493967029,0.3808872368304532,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2511048640461101,20.766873117253127,16.414301930052222,0.5011036932187208,0.4694937584618979,3.0,0.1153506843657846,24.429221950098672,19.306550385065545,0.4072939323877622,0.3552333553794515,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2359741052052089,21.35385111377724,17.221045555535078,0.4857731313686786,0.4200519486607863,0.0,0.0666602240461692,23.87733537524511,16.76465796191858,0.3957754824763413,0.53741442799075,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2495935034794528,21.70494545591927,17.317853136093998,0.4995935749623764,0.4724317007792336,1.0,0.1033087680594595,20.72241032131446,16.28944270989542,0.4511872063553369,0.3406145672347824,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2351489008444224,21.237590064951,16.96636356410267,0.4849215409160768,0.4381868800005331,3.0,0.2038426990987019,22.557637245593003,17.472362127896222,0.4601797676792026,0.4287553038314697,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2555360017914618,21.2863024027439,16.926566804407713,0.5055830458974573,0.4312652564302963,0.0,0.1467251071950731,21.9277129755882,17.384143646408837,0.3887725936299127,0.4791747442285179,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2236943020166502,21.46492912564926,17.032011019283743,0.4730670388924458,0.4516298541226788,1.0,0.2627012189548491,21.4471326239676,17.14414364640884,0.5138388437118193,0.4704713088304627,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2601719577238662,20.886681298075644,16.599944903581267,0.5105364855916893,0.4332672988880451,2.0,-0.0069834579262617,25.1097066041373,18.694585635359115,0.3612956122606889,0.4848662918001256,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2377845203434554,21.08902533976704,16.75733126721763,0.4880526461908253,0.4636068824136976,4.0,0.1391544979905848,23.767213928897704,18.34417127071823,0.3947322004564866,0.3864527063730568,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0124413100108293,24.32428976624893,20.251017627686025,0.1115418095916796,0.0642357488909288,1.0,0.0085774421233468,24.414067491334432,20.153338630985296,0.112060381904082,0.0548762786317918,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0147877765585442,24.192913984167244,20.20288229196832,0.1216059867060521,0.0663979233545331,3.0,-0.0065187339310661,24.946867955931022,20.094944978318104,0.0539020208186904,0.0513662591153609,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0107330808384894,24.406274482183857,20.34490424845569,0.1036023194861121,0.0717919214166196,4.0,0.0139680533022303,24.11153049095584,19.95215002102256,0.1185254389531836,0.0333458540091448,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0085290538824426,24.051042844978586,20.042095454842777,0.0923531182623435,0.0527863332666259,0.0,0.0102047756224455,25.62207443893307,21.060840672545645,0.1229262480145981,0.0588321761383338,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0145371803345476,24.508864846862668,20.67683876402744,0.1205705951636917,0.0890946295975545,2.0,-0.0261125728645146,23.804456922834834,19.279178775105724,0.0167605154702994,-0.0240240855744644,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},-0.0002739056830964,24.52429882346016,20.729421487603307,0.0818483792739906,0.0823869447531013,4.0,-0.0091672116443477,24.46331981916162,20.40729281767956,0.048935859791425,0.0214891261987146,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0111848491215087,23.988201849272333,20.06095041322314,0.111812022118968,0.0605104888615621,2.0,0.0010811049503689,25.72444211444531,21.184696132596688,0.1426656363844471,0.0529655376361188,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0097352362905123,24.54936482882241,20.394490358126724,0.1033199070821529,0.0681142029690594,1.0,0.0314629171192617,23.35987237912615,19.43801104972376,0.188655757287322,0.114979454670098,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.001352015783226,24.3634869002652,19.966776859504133,0.0688341206489515,0.0342429527526064,3.0,-0.052324427099853,25.40185308853454,20.74475138121547,-0.0744890942625379,-0.0543026183394445,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0144268395060425,24.333014858854053,20.31190082644628,0.1201815219760182,0.0774891939139906,0.0,-0.0072756493292394,24.457629118527567,20.42950276243094,0.0138622801168278,0.0190715730901437,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2446737144123689,21.107483654762305,16.972464720443302,0.516215034827171,0.4754936820748022,1.0,-0.304458588377527,27.79529886185332,23.804189267839703,0.0406962804599676,0.1042733456004266,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2307616891505385,20.05463895769396,15.87651343313853,0.4956907937916318,0.4532088992532717,0.0,-0.1320835880366935,32.33187926409076,24.91094235039728,0.2601261093894037,0.3371210282590021,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3339234606826901,19.167977389976247,15.25895438028662,0.5911455441085364,0.5543928694453163,4.0,0.0458525966802626,27.78932876964364,22.465411800808376,0.3005472402585519,0.2775242618985607,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3511139214918326,20.399826257266177,15.250126901541783,0.6114513831671707,0.576076876819122,3.0,-0.1315377553378949,24.064632690354426,18.824763079865345,0.2714396180559281,0.2603834392755658,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3208877955321954,19.29274740348036,14.991075975226702,0.5777260796469741,0.5143469100246152,2.0,-0.1664798012166441,28.293250635155232,21.624736865769087,0.1594374743550468,0.1457904450357701,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3314643734596795,18.470619244356588,14.314199012621874,0.5866616502163162,0.5389971812862766,2.0,0.025365566471617,30.16673644929521,24.739306596248827,0.2614761861848144,0.2457056518108854,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4543410689682517,17.087859801151595,13.417932152082535,0.6759287259574804,0.610495475464906,4.0,-0.1054006221199672,30.03918889325674,24.721217028299964,-0.0190921699614704,-0.1143484732015243,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.284894340678983,20.24689722783616,16.098266871138605,0.5348553701180914,0.491484413711125,3.0,0.0208040408722056,25.022624300415814,20.504131601507016,0.2467690638205971,0.1485404162286407,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4045891935813251,17.513168284140658,13.811219208073856,0.6386387347897101,0.5889679663920987,1.0,0.0486008689532942,28.569508438696285,20.880601530760817,0.3413585764877683,0.2675604214365151,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2633195228109575,21.768346721973284,17.367358197005263,0.5151791212667904,0.4977806032885498,0.0,0.1716975117577351,19.60540010840265,15.757101671346028,0.443423875460515,0.4483841446576302,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2378547909568915,21.182696453343333,16.87710865655444,0.4887778204082865,0.4150159252905521,3.0,0.1092430196839954,23.32175980817367,18.73380712697536,0.3483729319991722,0.3345025254310302,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3108337954418385,19.5723873123741,15.582842245508983,0.5650825887581221,0.5283214304132489,4.0,-0.1349899587279908,32.793010485450715,24.29239513353369,0.0116452503296831,0.0729982240049981,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3512185283489696,20.30043489182657,16.348735124568872,0.5954674431823376,0.5613066981989862,2.0,-0.0140918421787015,23.18805646417035,17.605914723693825,0.3800505984464647,0.3207928354250832,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3321716071494285,20.362738306386355,15.987155518940188,0.5781412953543752,0.5365874196979658,1.0,-0.1827214071116574,20.93694687016471,17.75075697287535,0.1621465768209403,0.105686701104739,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2931324179690263,21.36236496944685,17.05231963894329,0.5414276709425871,0.4887633687674977,0.0,0.1419883572557783,19.774216497191,15.542196598387603,0.3947476434228578,0.3298001599725138,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3603904478597625,19.610010976421687,14.863803540970228,0.6197338880183517,0.5987404367144382,0.0,-0.4097006050918104,28.60348436428748,22.41552180589414,0.0104021611468118,-0.1287097709292711,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3158695638287906,19.733195506584,15.289009396145657,0.5694329906706993,0.5523471985812283,1.0,-0.0747755539320775,30.01818769033299,24.66429318322076,0.2202048839552609,0.3579812573894632,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4050515541038068,18.32212682349689,14.316002853217118,0.6406241277727661,0.6166144913340008,2.0,-0.1151535686755047,27.409512917113272,20.319346488135203,0.2542556712008875,0.2411245616702141,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3710086537323236,19.633804336161365,15.328615065624838,0.6104212675727234,0.5828845763405909,3.0,0.0593273900627057,22.944167783750498,17.661143140912806,0.4232055146726405,0.342599358830896,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.384880202077546,19.44206214323336,15.344436960443854,0.6265709280139629,0.5873991806363897,4.0,0.1270934744418205,22.36839625072973,17.159837503807783,0.4370122792752434,0.4409728018389166,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2420021205203043,20.36058439461785,16.209461442473728,0.522672231804624,0.4714512771504421,0.0,-0.262018158322636,30.001977748467777,23.696471884815967,0.0980551365145198,0.1091017443827814,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2627065476450516,20.81956255862343,16.67034370307828,0.5448359860489836,0.5137462365737527,4.0,-0.079709090911598,25.87384088153313,20.843058989427178,0.3241520686445807,0.3382318514145045,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1736183976865274,22.781122439189645,17.805321653627214,0.4700839301402852,0.4368173187734963,3.0,0.0006114042101366,23.01816528171167,18.1686495052434,0.4281621516256779,0.3794549952722243,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.006535462047374,24.5604793326644,20.05571116003418,0.2267532775039113,0.2290814736415841,2.0,-0.0246230388417423,24.11599007689928,19.43973708727681,0.1902931782991598,0.1805889921129917,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1716956948630633,22.140764687257853,17.128196123300814,0.4486476075038758,0.4083160681253099,1.0,0.0267867324365047,24.203573365200544,19.672150899596133,0.3161772171413307,0.2574480216446553,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3326123705606769,20.33363824379348,15.246970803134412,0.6258279518628445,0.5747832480390315,4.0,-0.1355273551084643,23.6856214789478,17.705124258995056,0.3347982073975991,0.2501163759597371,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4215912325742258,17.964424683912547,14.372659026899122,0.6631057723426516,0.6268245241455148,3.0,-0.0826235630020255,27.273157231670066,20.718945848630465,0.3053739799297976,0.2905994678049028,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3295979278307817,19.91566285986764,15.612755944762162,0.5762906191105399,0.538947503732182,0.0,0.1965010170221194,22.094894199617748,17.655973963800506,0.4672267405184748,0.4655827894914446,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3895602692625154,19.56536265607086,15.060769166277671,0.6322905569366195,0.5871470686973786,1.0,0.0288515379132775,22.62369629142772,17.649158772244398,0.3328449267564,0.376654063259467,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3174234691864388,20.19008958615765,16.17966779778898,0.5699188238153893,0.5373118263631517,2.0,0.1402098493820248,22.498542258798427,17.918670479681808,0.4600734551126039,0.4357202415671686,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2539453965388486,21.824925461904943,17.290128054433566,0.524042604627265,0.4766336915046292,4.0,-0.1483862581006603,24.1101104895975,18.76165008915795,0.2687464380916905,0.2651796604466271,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3137465979358164,20.55346875085884,16.304345670073594,0.5706277591261193,0.5347439031069666,0.0,-0.5046156520040841,27.827920902811314,22.015425453438667,0.1267607169038754,0.1255167433661481,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2655042760472925,21.38084060934482,17.24898972081114,0.5248360805683892,0.483358183401704,1.0,-0.7118084641225888,21.53266642386128,17.888825236887172,0.1771991807027228,0.1437906302580253,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1838703134834333,22.07722039239947,17.638575838637827,0.4483296422327928,0.4082581118429026,2.0,0.1049971466810222,23.17705085834063,18.995580328964607,0.4065944541629496,0.3918925317043243,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1615215659994898,22.70261503150637,18.40732050746924,0.4024758384686738,0.3591185088006955,3.0,0.0893641086661681,22.758434777271106,18.062390013829173,0.3242418847454221,0.3461065833208509,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3570595733243367,19.33489668937875,15.280356385464838,0.601184467880797,0.5866817913458513,0.0,0.137736519549414,23.785335158241693,18.576578746184456,0.4141914068200152,0.4333034377970428,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2350349413159204,21.31263438312168,16.80969312752629,0.4882743754677144,0.4986540815261388,4.0,0.2055565515092271,21.92430274436145,17.303902259935136,0.4696054362258716,0.4908017586462816,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3267299622097901,20.27289324084145,16.42446804004035,0.580527687977555,0.5441379664756139,3.0,-0.2183926783467666,24.82346703634635,19.857394482829783,0.1746689298220322,0.2010426745233877,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3726995939046573,19.964767065112703,15.569171767389015,0.614228768979006,0.5864561269131529,2.0,0.1586051503594745,18.14389141451333,14.79921795005229,0.4427429116818942,0.4193959920797445,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.350484004964407,19.51578436430753,15.456029561562517,0.5947989439231426,0.5724851922090392,1.0,0.0665347151952227,24.736709280571723,20.014825439453123,0.3793465799707319,0.3397115937452337,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0223831334669922,25.013363608347746,20.83760561734676,0.2128363174984348,0.2269185054056132,1.0,-0.1407080048998301,24.07615370923973,20.341408383505684,0.026176373562483,-0.0193729037448582,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0167484146089768,21.95645856658631,17.973688082580995,0.2064339711949982,0.193002818059485,0.0,-0.2330728408253508,34.44930904770535,31.82310190784688,0.1078492643643604,0.0765109465124538,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0607427440035428,24.94800060396379,20.8180551688211,0.263730762591775,0.2396317960177888,2.0,-0.21104102899517,24.37720988183207,20.17061665701937,-0.0901966299386353,-0.0853102642073224,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1413323395227121,23.44358876171553,19.58956198713833,0.387885726615206,0.343058370795012,4.0,-0.0385130885582818,23.727473363343904,19.45748999023437,0.1560433638657699,0.1579318241342581,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1553417229714773,23.197038682675217,18.34558398311923,0.3998984355404834,0.3871482071653612,3.0,-0.093103681115185,23.56078389718132,19.49456787109375,0.098325226082415,0.0675685137497215,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1151841312608775,23.695829430740044,19.475488879304184,0.347884186977337,0.3390133457998417,1.0,-0.0263993303524538,23.274570208608687,19.016294340305905,0.0111452195706839,-0.0301977325577806,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2070072970031525,22.810060253396465,18.523290546790705,0.4586403706393805,0.4465688348133755,2.0,-0.1693573037375086,24.020623939151783,18.80001201891543,0.1074394977703173,0.0476593604555484,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2026327226038204,23.611750355652045,18.452758690193296,0.4554768362009401,0.4346376328445273,0.0,-0.1646174455429438,23.26549465838948,18.86848447775539,0.0385493719429516,0.0254834893398629,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1056620264672352,23.986524160767523,20.217364081389714,0.3423152497466127,0.3125514310181451,4.0,-0.0138322053015835,21.70309508088131,18.2383015263188,0.0905581344283951,0.1186947377491047,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1861241954473877,23.141679401691416,18.37830851213432,0.4435123757425442,0.4319514918029098,3.0,-0.1504441398845253,22.70714682216042,17.942966917767027,0.0135896348461746,-0.009103315512,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0269655475858124,25.52916314556033,21.283344376202923,0.1769581073718272,0.1755938264184346,0.0,-0.0855458483665658,22.000716076702265,18.13172111379234,-0.0433060364694936,-0.0255084228789316,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0380476513171306,23.21755991530122,19.22192668222592,0.2068071393446493,0.2299642353276801,4.0,-0.1653946923620866,30.383490087400023,26.03865530114425,-0.183517261844133,-0.130107767779308,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1559173459574087,22.57538506372012,18.282106838555173,0.3962325882864241,0.3700612103024256,1.0,-0.1321846209297328,25.7198613629064,20.777491212094564,-0.0354064889221496,-0.0494841919537058,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0533322666768971,23.57976901575137,19.86015197409996,0.2481370121326764,0.2135803641296952,2.0,-0.2377977215448312,30.63397738331048,26.99538857936859,-0.0186130188199934,0.0462197428157433,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0984381621747451,23.808979184770003,19.43561061327671,0.3191022393851012,0.2790704628990315,3.0,-0.1850906511201826,24.966241453602965,20.84083389340689,-0.0595207750011149,-0.0480839553276065,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1089722270514315,23.76106986048936,19.5052383775656,0.3416713919283757,0.3218284969407978,2.0,0.0024763084835272,21.904901998435165,18.130513434831485,0.0842952919157496,0.0756117952974979,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0741609444983891,24.399262956283025,20.27422931596569,0.3367758789410738,0.3195443608360075,4.0,-0.0001411836141007,21.88313954679901,18.524293158665177,0.0447624370319131,-0.0196741021035149,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.104206540750775,23.62614434041342,19.72429226759003,0.3446990863231315,0.3258101474798459,3.0,-0.0143370396446447,23.49451962643417,18.936561847320974,0.0463547232953674,0.0360022474365946,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1687525496353594,24.02144483539064,19.65532752313808,0.4226142825438189,0.4036777067587491,1.0,-0.0719983911483468,22.09825186332314,18.91844389868564,0.053559290261812,-0.008071315203561,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0329197532947698,21.390896565114097,17.817896416132925,0.2400711887613386,0.2055288855671106,0.0,0.0216062093782288,28.99505557184758,25.469034975852576,0.3064357860501376,0.2937940815523778,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0052677281976664,23.744345991786737,19.02136262732457,0.2513976233564114,0.2069107417159858,0.0,-0.0698850065617227,28.75891413043381,22.72633183244346,0.1362179551105419,0.1398186568122086,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0357057128369051,25.933234715429325,21.10288585702053,0.1607971509855737,0.1772461310046381,4.0,-0.1369410101447783,22.467360969385155,18.52481882551075,0.0080764311609871,-0.0295858804710077,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0876311485687728,24.27944950982228,19.91152552709231,0.1159570902735507,0.1290846484216956,1.0,-0.1401971058355706,28.51403165478456,24.65198285212282,0.0226658734065798,0.0259601387697602,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0736689665750958,24.71993900324173,20.18636578751073,0.1055481103171921,0.1104982611872343,2.0,-0.0789069109647995,30.46521552031984,23.86690672919864,0.1522811855519785,0.1305690569674384,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0203808846759182,25.67330403203051,21.3796076488816,0.2550628846610961,0.2396303074695966,3.0,-0.1387785058506634,22.89686297128171,19.241864207209872,0.0614156764567542,0.0572480890933567,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1396128618681409,22.97074562529202,18.96263081803084,0.3783039522532035,0.3118235271328811,3.0,0.0577128787823554,23.011611655379976,18.949946442270665,0.2454410277246948,0.3049574363906565,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0834790413372236,23.17524835630556,18.923074103361053,0.3008367630977508,0.3384697239953619,2.0,-6.182169591140152e-06,24.94010835060759,20.728117370605467,0.1315635108597378,0.0684064076511986,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1484616731019429,22.161898323659027,18.209092693493485,0.3882989727436036,0.3279138910059616,0.0,0.008527928997443,27.04209526342381,22.94585928916931,0.1944875118198965,0.3706042332657183,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0389452728260513,21.49196225341091,17.576096623694838,0.2659246182920433,0.233927924534582,4.0,0.0328433902648669,27.95918049516779,23.70251881979726,0.274915460649203,0.3059787471502782,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1041515513593607,21.666058336201218,17.658933639414336,0.3289209416115964,0.3179457245218788,1.0,0.0122000083279778,28.450506887667345,23.50897748491405,0.1522325238538747,0.2433807512534388,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0044612892486971,23.76221175384866,19.63145498334145,0.1516877036690603,0.1138640628763288,4.0,-0.0311251180773168,27.94665616366672,23.104538627562487,0.1127438364152091,0.1834664467625459,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1281879949508511,23.708641098210304,19.25516217650917,0.3596704831835005,0.3421539994147044,3.0,-0.1059945871969703,22.63661675264271,18.29243719109281,0.062579615035447,0.0541595168769373,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1400736698927351,23.478143125641303,19.17460428896204,0.3782343888252453,0.3499291842036645,2.0,-0.1571427155246101,24.767779853360143,20.30307898270457,0.0125583925643501,-0.0048485408996117,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0845616872600365,21.93549267238317,17.920979256591796,0.3009591293447277,0.2027778148989678,1.0,-0.0077614085503099,27.52000959435316,23.36673540264157,0.1453724258534784,0.1564590033322899,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0377692837099983,23.320945192717257,19.22276693550485,0.0904304423133025,0.0493644792382323,0.0,-0.161947325369711,28.89232619305049,25.445525049280235,0.011651564120736,0.0166173966525472,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0665119650401167,23.43502664449816,19.23786492948621,0.2753010699519893,0.3146276590853408,4.0,-0.0155885236733863,24.89620652073669,20.67790994466902,0.0632580902215605,0.0360290908683432,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1182030425350332,22.38323933389121,18.239414167294555,0.3499198001214377,0.3699334929977422,0.0,-0.0380895776242076,26.79538386214853,22.46051268735768,0.025340519453557,-0.0586354465108208,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0885647503853336,23.444140091147577,19.567030875848875,0.3160803143198848,0.2922587452127289,1.0,-0.045360247631959,24.596097701023925,19.729781835895697,-0.1293941016827097,-0.0973209108207526,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0937067443735191,23.56910122568837,19.45642163121167,0.3383682485332739,0.2878259102057773,2.0,0.0453335348082103,22.833581310098808,18.88186909327997,0.2482117018778279,0.3351833538344284,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.061595599870748,23.88663636174198,19.7482196569008,0.2679497278698812,0.2927899808783764,3.0,0.0192957536306868,23.5559336519204,19.839808431112143,0.1549386348563936,0.1388670632242915,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3103563455844459,20.116352026602488,16.241667997167355,0.5680744810814637,0.5618201213418565,4.0,-0.044884126384018,25.80691853656181,19.935369579999875,0.2924742976458587,0.262973784154391,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.239854052809568,19.315563681215068,15.542243596890309,0.5333911940020815,0.486704270499136,1.0,0.0779716893009463,28.19890122785264,21.77632677536602,0.3694125027892174,0.337693732044411,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1003145050261329,24.60348624847974,20.216201784143493,0.3278236951746213,0.3418680536940084,0.0,0.1989523035259184,19.056805557689547,15.41402770873039,0.4461504776762782,0.4280876229765193,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1976623504308818,22.15504823037497,18.22386062379096,0.4944887259690702,0.4859937690804615,3.0,0.1050229530366376,21.595865716411843,17.915570242893498,0.5165854603663814,0.4307012648544169,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2766587367494547,19.84100131577896,15.657132810966656,0.5374833057545058,0.4624416805982581,2.0,-0.3508407117808088,31.378317231463075,24.411506627258643,0.0889474318255202,0.1389936776934445,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.324288018307622,19.096851847712884,15.297205928877556,0.6444646408893062,0.5597173179219606,3.0,0.0601305757122266,25.37476082370797,19.425008922061703,0.3777159786731818,0.4085837674385862,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4069836610728277,19.007149869794123,14.56218927937486,0.6449551039181023,0.5930461458276886,4.0,-0.0828058228907488,21.943540863062733,17.915597389484272,0.0853749034496612,0.2563676998020606,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3040899443045785,21.07852714508345,16.616858934781447,0.5530659528820194,0.5239591551273072,2.0,0.042796155921685,22.24246906936124,16.89299609539045,0.3316523275084013,0.3493769717273854,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4071268619468681,19.11548808597805,14.95496034845755,0.6415490098583331,0.5929827868303753,1.0,-0.0870454192389378,24.57246340858393,19.3263377591788,0.3160201844629992,0.3305612604588198,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2304666346506384,22.39582260736418,17.909198289220164,0.4899306510031416,0.4965517998843192,0.0,0.2921785529485393,18.76162492652666,15.216678700859164,0.5474847568007233,0.4746097342480145,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2916814691780303,19.34391206973527,15.374651419784264,0.542237229908484,0.4789325220583675,2.0,-0.1026928943498901,28.310044926559414,23.13415797989944,0.1638744227018807,0.1973756557975476,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2054073991128145,20.149205627399912,15.778529069973873,0.4628362646165843,0.4189536527407069,3.0,0.0877903765253281,28.9671991745664,23.630685567589445,0.3266086922382811,0.3715531241112979,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3208702686455416,19.74658831380637,15.543571235034827,0.5668591832969185,0.5020554494649034,4.0,-0.0800375490942377,27.897699487938283,22.76506975889206,0.2451259626307393,0.4218922370531851,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0284507106822217,23.24441462250112,19.15924620475957,0.1853962005986319,0.1945532300117509,1.0,0.0304580662452378,25.50663792433228,22.00591889394125,0.2698222317293329,0.2286898136759211,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1898396213463016,22.20434606049063,17.866688237015293,0.4383351121383569,0.3681932977173036,0.0,0.1167038141508398,22.29842222630132,16.701077950675533,0.359287732030994,0.42174926836164,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3171435471867668,20.973438134219588,16.54527400378106,0.564390047462188,0.5184694462911242,0.0,0.1127778248361147,19.689087055337662,16.24462451063437,0.4206906485158256,0.420655226506409,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2160720091591684,20.50327680781057,16.422108441104207,0.4763995941182383,0.4719169244398702,2.0,0.1709947988361381,25.9712070280861,20.86754765625737,0.4184493326012757,0.4464700640239795,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2607075677478131,21.03703954767632,16.754858502388,0.5141533284128388,0.4627533033150303,1.0,0.1450844781024103,22.45410769860709,17.57987060941159,0.384064415836495,0.4044476382742035,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3952109629046505,19.381416167631297,14.905778757873604,0.6303790564741554,0.5955820958182225,4.0,0.1296309088859389,21.761098469711488,17.214867404332526,0.4306795321288907,0.3976490663427641,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3582619857028353,19.52106507549662,15.456188810061322,0.6044005132062897,0.5545346726373157,3.0,0.1322533143069858,23.0177228205871,17.498690910527273,0.3791710496359667,0.3486460765156648,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1825591474153011,22.533857355661,17.277243668984575,0.4736018299910878,0.4513219405013158,0.0,-0.2991755267048956,25.21181775594841,20.80382464706518,0.2196827992202263,0.1908588271641489,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1235911609428751,22.35011894483451,17.735031151040168,0.4039483595319436,0.386317874010903,2.0,-0.0917721067896641,30.146730688502007,25.52223023811976,0.266285521239264,0.2808737646786792,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2107017906181867,22.61689676212742,17.62820733204596,0.4994907965684566,0.4523737072678402,4.0,-0.3907077723686056,25.42359007780357,20.55885836230821,0.1402078404220093,0.1304372562796627,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0871346880585034,23.908524448825982,18.664366209105548,0.3669241644468814,0.3523031362326588,3.0,-0.039937153405642,23.05971117303835,18.24250480311257,0.3203905829114652,0.3076153438578737,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1217896302772899,22.61768496861572,17.30195479770959,0.4336843093678221,0.4064802662324293,1.0,-0.0343719623092202,25.788056029357115,20.16467097401619,0.3526456694757633,0.3217031802586399,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4136462373739505,18.964776034114884,14.643839591205808,0.6494105339444718,0.594664960767746,0.0,-1.0833312990745965,32.36571878981788,27.396294305438087,0.0614993010995037,0.0797917637790974,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2193702532592157,21.340460111379635,17.33269766033709,0.4811925964268284,0.4435295110198506,1.0,0.1027484091757926,23.196845409243373,18.984088328434872,0.3624802013375607,0.340078011881906,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2836860430360917,20.81370103842516,16.732619789940173,0.5421376838568102,0.5479087070098236,2.0,0.2533769758304486,20.82482121217795,16.471246749030218,0.5092734466911726,0.404718663163499,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2653437796835937,21.181488235549804,17.156275973653795,0.53912889569402,0.5234905214523615,4.0,0.2350756021407346,20.82884706271671,17.21480205546574,0.5215981923378871,0.5122316551913435,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3382520419841912,18.40289066770327,14.404204512153353,0.5850941082070652,0.5336638647172816,3.0,0.1350054304889685,28.14575061809548,23.01923730306785,0.3808692018182906,0.2889590723306519,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2222375907991115,22.18347672072127,17.476507663467427,0.4787924977164924,0.4350674618499583,4.0,0.1898526481281388,20.21080240372971,16.60534348568674,0.4394348610132416,0.3812074642961729,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1497221494674165,23.4622050842539,18.48960758213176,0.4008053249082842,0.3706178844632091,3.0,0.1236461290474736,19.74321602397961,15.746969405087558,0.380515785432713,0.3751412581340257,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2256244899402724,22.84155949980332,18.257557409014925,0.4788464223508963,0.4343539766199887,2.0,0.1085470134270308,19.74345565335035,15.605210873946891,0.3989477007660264,0.3627271515856122,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0791925043688006,24.428644120817395,19.8498748145714,0.2996114593298491,0.3243982479155061,1.0,0.1350121022118043,20.711988115826287,16.6312189256384,0.4035549545713927,0.3665785974818128,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2050620141433625,21.207969232580467,16.5123758607542,0.4617756758481499,0.4319477227326699,0.0,-0.1513473382217176,28.714844660380862,23.88787328099912,0.1338666734461979,0.1571491133194178,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2773766227922026,20.18592399473484,16.040813357590988,0.5283579403572224,0.4891047904139885,1.0,-0.0820653627788241,26.199483958196343,22.150351031233622,0.2168350645263962,0.1513871569390705,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2185184603864881,21.715281201607265,17.27701737059706,0.47856611781957,0.5055265708424235,2.0,0.2134811093658873,21.043896951235222,15.920113094814576,0.5264045888776294,0.450933814673229,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3619644729036959,18.785320909461216,14.82330053152663,0.6058012828797474,0.5518486212970085,3.0,-0.1132964229512594,27.717379045274587,24.497922573578663,0.2840310814872894,0.3785415011479874,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2461629478250314,22.01225543066964,17.61544697410182,0.501325859429387,0.489128084862755,0.0,0.2548426326559345,20.02952729968417,16.39588685045878,0.505673809059864,0.4167069774500915,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3739258380117657,19.45492880816361,15.31986448516898,0.6131886767081836,0.5730228787885829,4.0,-0.2227742757715221,26.514688630534472,20.07250343815664,0.206188034868289,0.2602638253652148,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0125924987373085,24.648512818665807,19.75295534514436,0.1852067275246489,0.1901987392663329,2.0,-0.1403771007382139,25.93033759226781,21.250991554260253,0.0369767894136889,0.0146929078336132,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0065621518128919,24.44255902699158,19.44869578119876,0.1879755063866924,0.1904796389161941,4.0,-0.1345719044289388,26.28134118160023,21.986747941970822,-0.0579781189100985,-0.0491565469294734,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0070091043977238,25.08512037479485,20.67999730695758,0.1585889441879467,0.166417082909378,3.0,-0.2197833999077749,25.231445094832857,20.88108548767364,-0.0583304065679407,-0.091617107868086,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0540214509351737,23.67547564566407,19.84453188876717,0.109721830751217,0.1301854524522042,0.0,-0.1406145622457051,33.02520052552904,27.77601144682101,-0.0494526048364538,-0.0664267116112096,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0155320922617181,24.41039854479653,19.88116550090701,0.1337551673553973,0.1664632548362208,1.0,-0.0778156034752886,25.622317190701384,20.65651117960612,0.0517565475472285,0.0725039049774827,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0992354931838499,25.09588031234968,21.05754698749617,0.3336787709582839,0.3359277193968852,4.0,-0.0047565521228649,21.6039969451145,17.605065304926722,0.1187058448797751,0.0839063743697069,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.033917323980126,23.82512892998879,20.510635102762976,0.2677992472178214,0.2650559331351405,1.0,-0.0861447998132252,28.78513304270605,24.640176809987715,-0.1157346896580837,0.0223385381642565,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0495425531891604,23.339742958680084,19.19179275015126,0.2249415708493259,0.2504072659077057,2.0,-0.0953504680179833,27.26703302720533,22.260393549155072,0.1062535905915264,0.0579675852776856,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0396402314524964,22.42153724095421,19.07131810759348,0.2479857140876302,0.1374311039317449,0.0,-0.2076403316791557,29.852257935144923,26.80294513077032,0.0114872789821734,0.0913983951504983,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1311224712860687,23.006098994473984,19.13436920347668,0.3698591969911758,0.344952918564299,3.0,-0.1735178578965635,23.7368266183466,18.59029356999184,-0.2668143745216859,-0.16336121886076,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0513455490788166,24.36879129555812,20.029952770540085,0.2291748999787126,0.2405120605375915,4.0,-0.0266980315962581,22.877145497440576,18.88423022012575,0.0567473094175823,0.0499508668804104,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0271855225720403,25.931302846628057,21.630855006931927,0.0330285399017904,0.0255089329790377,2.0,-0.0439100092038118,22.9824398982774,19.06032154061453,0.004497270790488,0.0153277517754296,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.02509900193648,23.493719554559128,19.46968083348768,0.1808276876991975,0.1296066386947416,1.0,-0.0293003050862481,27.873378291688773,23.936077345571213,0.1054221438803829,0.1178729501023668,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0483529857610938,23.12985690846076,18.990754846682016,-0.0133803082448572,-0.0219682614438468,0.0,-0.1111239640014984,32.209850631489694,29.439537608416785,-0.0866804692433954,-0.0369741959838882,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0449319548228959,22.69606800897386,18.63080685755828,0.2265377026054671,0.1489904742289807,3.0,-0.2112969004140248,29.52747444572772,26.450305534428,0.0531174125271875,0.0954654625459356,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0800979035682319,24.18876019246035,20.10675964545906,0.2961029775831919,0.2999943331892268,0.0,-0.0146805414982558,22.78741235752961,18.69829157205453,0.051204687781612,-0.0065738668420525,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0854004182940242,24.638368642171727,20.64023812823161,0.2997607060903929,0.2764189356217619,4.0,-0.0538340535832932,21.57201096779094,18.25061094716579,-0.0198807616257204,-0.0132855679514966,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0638568323335196,22.97902740765232,18.87719783434304,0.2543540205408068,0.2779822509935992,3.0,-0.0383629527898643,28.070830053584423,23.484172760196987,-0.0020897532462525,0.0654047229602829,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.00554984597567,22.95787912888112,19.018849774913456,0.1079921551099712,0.0562945812914841,2.0,-0.0953614075659503,30.640297991022788,28.08698879241944,0.0712530777546912,0.1098778017960567,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1057567469356566,24.03528816007968,19.988779522018085,0.3358215789275313,0.3024128894019919,1.0,-0.1314131607225448,23.308259263632696,19.895338866466616,-0.0113485911799039,0.0159808481473284,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1164001812218282,24.45131462581875,20.018547977724285,0.023265369527486,0.0422790570317772,0.0,-0.084082663949548,28.45233086066748,23.515084891965536,0.035550840203571,0.0160323515619833,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0240740145772433,24.67819669634975,20.57298636069665,0.189644343011725,0.1797348290245351,2.0,-0.3403202634203146,29.006731647596308,24.63637606943686,-0.0241038246215554,-0.0192768619322914,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0339124181658148,26.103390054923125,21.650383954027216,0.1659003813125902,0.1829699568129697,3.0,-0.3614709550937867,23.82190617151964,20.10968473979405,-0.1428164712444355,-0.1453407817357974,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0387460104210435,26.016511715187228,21.42890145273887,0.1444266161346749,0.1377632067577237,4.0,-0.252549659502038,22.458632175510385,18.640322022689016,-0.018548803506894,-0.0431882174419034,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0760625104425629,25.470995326450183,20.76470611688745,0.1062393182124992,0.1013307468288527,1.0,-0.1896726540753519,26.18602749602136,21.15105220249721,-0.0716435724248468,-0.0533381351194699,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0570360919646061,24.664284940485523,20.50621093605229,0.2860873110872802,0.2275614161708198,3.0,0.0196067950123152,22.935068004626363,18.87398638875861,0.1523941690189432,0.1711284197132618,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0092440974060452,21.84306630156957,18.30609056696272,0.122600501913987,0.0894826694609446,1.0,-0.0069955548928832,29.175095432976832,25.82329447840301,0.1882168727071445,0.2313874228817366,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1008351675114956,23.60228328270134,19.445700001409875,0.3270824598321153,0.3107769510476375,2.0,-0.1553516393322527,24.908538901134776,20.33416515059536,-0.0230696167347959,-0.0059914587794875,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0367157450702015,25.701476145040548,21.688818757650736,0.2280227184949328,0.2761252212342501,0.0,0.0045011532377788,21.11645513040918,17.880448685831098,0.0770207304497821,0.0507197709197843,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.042798375135732,23.6942025149992,19.418997655736543,0.20972220569275,0.2332351775266188,4.0,-0.0440179047237645,25.65763443938153,21.022680722404928,-0.0419541141053783,0.0225643630209848,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0292062898460514,24.26043720129516,19.721744197745224,0.1048344219147659,0.1141194558542997,0.0,-0.1590112064539228,27.498965545461925,21.863705563471864,-0.1076206107785378,-0.0834680141266974,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0315819020190366,25.608379051677662,21.04051434823495,0.0808266732264676,0.0960687141308552,1.0,-0.0855461763031499,23.07296371922859,18.74210479341704,0.0318208107387479,0.0256687370577696,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0099762258879384,25.2665114298579,21.119427765294123,0.1893712380116577,0.1941068473207926,2.0,-0.1576014570998527,22.895880947367743,19.3944085809682,-0.011846010086229,0.0004854780328091,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.00461754524063,24.22290008665875,20.220901970654,0.1869870911181217,0.1789907434629608,3.0,-0.2942303680171672,29.99445768413385,25.118987304862888,-0.1775872582576616,-0.085074385592604,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1092036517762269,25.26910595414845,20.73782696642018,-0.0539600248342735,-0.0432062886656332,4.0,-0.1423068685783954,26.72346143387849,20.811240657937937,0.0043690809314134,0.0309815552253308,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0325636287218359,24.369182347607577,20.59227517463494,0.2271840050206914,0.2734279799892928,2.0,0.0017047980693731,23.23526918458595,18.99571490148596,0.0582261909856491,0.0453129438693771,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0025855624109841,23.586573317488376,19.519522894018515,0.0699091762154958,0.0249950574523935,3.0,-0.081692721424331,26.846123978140607,23.72599153826313,0.036562027819169,0.0239634682863403,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0517918036792266,23.39281434115976,19.66755897544023,0.252305145285785,0.2232407016600897,0.0,0.0384354804351363,25.354905117127853,21.12719070931368,0.2459628649478011,0.2306882211821138,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0296798903144561,24.32487933817524,20.075422985605485,0.1894247595683136,0.2375695590066485,1.0,-0.0273005493156432,23.914317396671027,19.679637075647133,-0.014660994063115,0.0094812111015167,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0145960619101868,24.76209883408244,20.355974255466133,0.2099586771806973,0.2335679223973907,4.0,-0.0479611817999401,23.984708865515096,19.06828708266052,0.0396516502993646,0.0542649158925947,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2748991793123181,20.98443490837587,16.785993232061116,0.554194484657494,0.4976375877958192,2.0,-0.6255413792164992,29.936641291641905,25.538957435206363,0.0813057822401977,0.1122775795483764,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2095808648919963,20.91112254285232,16.76070973747563,0.4866290917512011,0.4172677738061967,3.0,0.0793656794350436,24.592073111622483,20.061552961036643,0.3362289854080259,0.3340081514966233,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1950744246689899,22.565123288827905,17.801240348997602,0.4713657171974948,0.420706351822691,1.0,-0.126453493632872,24.15002968668597,18.595609503081352,0.2806363230841991,0.2457694165155139,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0671454714569902,23.6442396369729,19.345755740344256,0.3717901892888693,0.3326410316567793,0.0,0.1368064713956304,22.54668581424277,18.21677806243896,0.3957120288000196,0.3837089472325092,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1656533932649908,21.75012332250599,17.46020283315089,0.433515816659454,0.4223163274937186,4.0,-0.0010053059683539,27.293778394768843,23.49438186199996,0.2883430266984023,0.1764417601802158,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3113325547311951,20.26988847139092,15.408618208459076,0.5816293431610009,0.5157429986243627,4.0,-0.3869320018538043,29.30246016968504,22.991291696885053,0.0862357872483813,0.0605472388070822,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.213321425785209,20.719236474272137,16.575431394811154,0.4693252075542101,0.4492360034567595,0.0,0.1929731348535877,23.523777707364456,19.50851044487309,0.4761723653904378,0.3897892272825536,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3402680245817511,19.643612236601783,15.84034243981767,0.5963638467903147,0.544403000637366,1.0,0.051708750860863,25.096333885542684,21.009341834247977,0.458706257552839,0.375736852743,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2696709782150348,18.9229675392791,14.470937356392204,0.5444168438698915,0.4841519543193047,2.0,0.0122519914505196,30.832534838999862,23.52763841979358,0.2391226177662506,0.2419367106605028,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3148703372858128,21.088221777367284,16.302077126179473,0.5710017261819936,0.5051441852024304,3.0,0.2124969563420233,18.73360706361585,14.397693867246137,0.4848028675914283,0.4593120286972069,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.17181369250063,22.202263114259807,17.403414948023386,0.425397404280109,0.4009273295920568,1.0,0.2303261065372904,21.711223162101604,17.550887391100225,0.4942782128101578,0.4267178519473063,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2323925071994245,21.41483579585368,16.58156257875835,0.4842992832488429,0.4695132775288264,2.0,-0.3150996532611252,28.30341095076211,22.31668167932732,0.2413891292282588,0.1710253875583626,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2621506331814464,22.02098630592095,17.46761034444639,0.5144017149718363,0.4555347171086131,0.0,0.0890024583479809,20.625006496354228,15.679717640210225,0.3837986848163883,0.3857884620776867,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2911306465447845,20.90986804522867,16.82937070874535,0.5471828169546971,0.4930227946735615,4.0,0.0889120140945161,21.113039601590085,17.326201214053768,0.4042468605814248,0.3995213034925467,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2421054246350238,21.44285995475548,16.918943949397917,0.5038722742954642,0.4323806418547236,3.0,-0.6085069545907325,29.87390880633585,24.66744939364268,0.0443910928628654,0.0313613856716945,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2753072741288079,20.08759311836561,15.815209078086207,0.5383002997584769,0.4749609944727204,3.0,0.1098153735314977,24.488652571583703,18.7021679108914,0.3387303593516322,0.2979896845928487,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2011103276056023,22.015670711291985,17.212497784531358,0.4534577570957649,0.4393426009756142,2.0,0.2069591294859512,21.38768943007297,16.548722420474725,0.4768638714877972,0.5117714893507792,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2593496822556249,22.138998231302416,17.69215742253075,0.5246844076232479,0.4830838528818386,4.0,0.3469693519690237,17.43315936101642,13.391294251119854,0.6404070291133086,0.5386084716671969,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2490433756805437,20.47475527740447,16.171991150355097,0.5023408212374831,0.4692821758802282,0.0,0.1541458076694724,27.12743671471111,21.18700106413468,0.4120834273751299,0.3174851220137556,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.218434586020957,21.390862042339425,16.683719816115296,0.468903221646876,0.4488990305160069,1.0,0.1849109738340234,22.69195584233137,17.430527897291284,0.4571686157619283,0.4922474525839315,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.130618138708867,22.59632655231274,18.306534746908465,0.4119781162147672,0.4066531357519236,4.0,0.0844030391835423,24.0310967464674,18.616423443598407,0.3827452032617717,0.3109178274989441,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0964497542330613,23.46245018513643,18.36283988656906,0.3787910355305959,0.3738470720789573,0.0,-0.427265798335386,26.44890441905654,21.642338068644207,0.0643103517972818,0.0677218577310798,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1555768211448005,20.34745224337912,16.28690941384741,0.4408021212941987,0.4257479474777241,3.0,-0.0433765360743503,31.68886486302597,25.593007548974487,0.1877593472730866,0.1954395981137332,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1293606613420848,23.326943773890218,18.5977743053018,0.3979580848872674,0.3557610973655841,2.0,-0.0090122624447395,21.834851667232886,17.9367297528738,0.3060507716590115,0.2974176353065768,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0916502499947711,23.99363203656313,19.345695742933007,0.3825791997331935,0.3606917178213604,1.0,-0.0134624504281037,20.31993860583371,16.993399056204915,0.4544789096867196,0.455853156115321,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3795626775650377,18.41272659740095,14.365654275843342,0.6177392707328476,0.5301081922332781,1.0,0.1744450181002084,24.164662479078903,18.48797620326613,0.4205938793855258,0.3700255106632212,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3084464770186733,21.075519806811453,16.9515185443753,0.5660561335663976,0.5035359587380056,0.0,0.1375624240388336,19.774553571107504,15.76326181124715,0.4927158553578832,0.4857184208696681,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2646125131090476,21.781903996821445,17.049385890673634,0.518180262535588,0.4892477040095058,2.0,0.0197571797264168,22.37904283848052,17.035822564776275,0.3297141355810328,0.2878380581864083,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2453801199465157,21.546814776162115,17.716340404086644,0.51588358432212,0.4792664476303401,3.0,0.2730797083396177,20.073542207138946,15.353354117787482,0.5281290840299881,0.4791954127401855,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1730571906009076,20.288665252467045,15.837301863494671,0.4174228389876062,0.4187843000916555,4.0,0.1761991844074822,25.748017528802382,20.69250701291904,0.4217444409729932,0.4260959074152119,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0552787303323503,23.34340587603369,18.46872916872225,0.2832902662365628,0.2701986803524069,3.0,0.1347441891362779,23.10598151736754,17.890004860249963,0.4000897363719951,0.3756854884704715,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2051449836438161,20.320576913485947,16.024641221443318,0.4685265409292101,0.4073487224093575,2.0,-0.1733935131306014,29.67330351401657,25.458220714308013,0.156002783115256,0.1381836214844968,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1537080593810826,22.43201525351313,18.30012469729517,0.4169864801396507,0.3769740546181337,4.0,0.1495064591739675,22.763041286823903,17.894591661923894,0.421634441052203,0.3393965546640743,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1736910695005621,22.66996997976242,18.14802743678071,0.4409904217876084,0.382309097595444,1.0,-0.0531084776450081,23.873358842709656,19.052629645415177,0.2746348329026783,0.2321124691161268,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1773873346493006,22.431532956959167,18.08194035662841,0.4361689464031414,0.3806555052265951,0.0,0.0189491674184439,23.62402110803252,18.251527360145083,0.3188680845754974,0.3522700452752441,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3778701696664782,18.71933970394613,14.81863329364703,0.6176065014612175,0.5536976034441218,0.0,-0.101412630705282,27.22883805058451,21.23124594327839,0.2840035274869156,0.145314246467491,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3169856075604478,19.57410100959304,15.38519405486413,0.5656925466049353,0.5218242205428385,1.0,-0.1601452979541455,30.23549476766154,24.99930965943274,0.1960033197449049,0.2066624164672955,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1932355159257283,22.22772504115408,17.453358521974046,0.4408081183742132,0.4412535726393761,3.0,0.1546163533116857,21.880818301353848,16.81015319303441,0.4014258855766404,0.4100040901685955,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2105407856928012,21.32632702210709,16.587769488480355,0.4609234201459021,0.4679435250933048,4.0,0.1767624597915076,23.56564559656643,18.67265094760905,0.4375347815209228,0.495718849140541,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3267752354000192,19.03858908676906,15.015305910736489,0.5790349669607713,0.4930339089702411,2.0,0.0066906926903,27.7733584273733,23.34494793477483,0.2075041557784728,0.2139102788920636,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1060022223809717,24.85438712798115,20.57480536551037,-0.0478721081677004,-0.0238753481381685,0.0,-0.3292104155843085,30.380827977906108,27.33676402752216,-0.0164329552258529,-0.0609141072837885,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1059237033969198,26.657350454124305,22.082945642855147,-0.0338873158288806,-0.0346131359643292,1.0,-0.0829120452540548,23.11282366877348,18.180995306840803,0.0653463393545151,0.1133951273620491,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0517576799536363,24.105090443104167,20.0670031090146,0.0639657721737931,0.0480056005491592,2.0,-0.1054563705315774,26.84210229828465,23.27972525751404,0.0539954301746385,0.0229204228589506,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0653498905841247,24.37798376326548,19.840683925496784,0.0272120473699879,0.0392159820384757,3.0,-0.0811051385333005,29.683409122248285,24.20705574277848,0.0901831401814464,0.0396599804773794,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1184113968740405,26.13791486753008,21.49453560268517,-0.0591730708332552,-0.0497466610828854,4.0,-0.0699994255511289,24.635028842595,20.729612648535355,0.0216915771622504,0.0393102905372409,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0019607939124146,23.992674333987928,20.33677171399061,0.1160661748665226,0.1205361877382603,2.0,-0.1601217597285475,29.251751964196,26.442233832677204,-0.2029959652283767,-0.3619207020063471,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0029847790469192,24.73854169835821,20.245286599583228,0.0745440564410082,0.0309696485980465,4.0,-0.0866728219003007,23.65840216554604,18.49541884202224,-0.1319385976982803,-0.0657896236531901,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0019611908736857,25.191060882692163,21.26795228374375,0.0488275427955393,0.0131676090977709,1.0,-0.0101412773881426,23.00416014742956,18.565991426416343,-0.0552034544893114,0.0846924610812386,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0023889859376374,24.849276467361765,20.70178169577129,0.0703803071476809,0.0090895709752637,0.0,-0.0204056156851821,23.681431032492963,18.665774694751843,-0.011022076279662,0.0750906812913635,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0045987733890724,24.166437883852232,19.95810192414272,0.072999775420038,0.0808246259160583,3.0,-0.0586326658096987,25.416487039449,20.539318314482344,-0.2094431415735099,-0.139070240742539,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0403591593908849,26.962097059366485,22.42682138935096,-0.0185377683441209,-0.0122168231349089,3.0,-0.0887247797644381,22.2418679152249,18.341942076987408,-0.0962377376257545,-0.0989607332470761,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0478291681919114,24.498760073426865,20.19139214651925,-0.0281601408044432,-0.0278754216773986,4.0,-0.0601561315349028,27.59363906997381,23.800819623542555,-0.0743844482336006,-0.0859385079340848,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0553733505397027,27.01228472558092,22.382545984441588,-0.0360699558111714,-0.0134785918044159,1.0,-0.0367890369238481,21.545842735703093,17.509292139483325,0.055457048726518,0.051608578065816,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.082208177174766,25.43415357958784,20.959541109804707,-0.0786072235523286,-0.0790030453556144,2.0,-0.0415177869677496,25.04444260825296,20.765807476519218,-0.003944523182829,-0.0084420652501172,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0200062415490729,26.07614458812553,22.00758896191915,0.0376622719529544,0.0289648382816127,0.0,-0.0527661130068242,22.5485084801354,18.22968117751384,-0.0095104421391274,-0.0466155083604259,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0186329092114634,23.16325241915408,19.345267251742783,0.1634096701693649,0.1399914357171596,3.0,-0.1527871464030783,29.657944527297243,26.777687968622686,-0.1762974624881175,-0.2460153565080297,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0003976161065251,23.852056871302096,19.8701195730995,0.0293635088136117,0.0113600256679733,4.0,-0.0634437830067806,30.246110582456687,25.29322286333356,-0.3608382538324249,-0.0734033381021616,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0009271944501851,25.21527555961092,21.08569627988428,0.0347336693536403,-0.0086088853520119,1.0,-0.037755153753672,22.74599384976516,18.70784593061968,-0.1785933185607637,-0.1711614748714973,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0002425653019801,24.77712792643757,20.832816446740644,-0.0019093720835473,0.0172173092530983,0.0,-0.0229732188572027,22.930440062462967,19.01503398519167,0.1237463756091878,0.0801063819015278,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0014207863819195,26.881793003642684,22.5077368657627,0.0438281463817363,-0.0205469977278875,2.0,-0.0164556005925085,22.041504729881808,18.07907529162545,-0.0486471729034348,-0.0357546282828671,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1192361699382629,24.796129392230537,20.13104865489562,0.0358100386414706,0.0410708441484349,4.0,-0.2047164126995262,28.758958783957183,24.88917162726907,-0.0001425935089134,0.0181722836686774,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1255737411423911,28.08294736845146,22.96695837639118,-0.0022450486210129,-0.0091495585973819,3.0,-0.2577470687758763,22.95209847344193,18.49789229226769,-0.0407753819781963,-0.0371796200390316,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.121034430504745,26.36508177982428,21.54487014023574,0.0035820431210604,0.0054249499250545,2.0,-0.1382135547199858,24.14587398180546,19.16720201810201,-0.0050910506994163,0.0011184942970865,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1084662129162257,26.286494320052338,21.5100716146532,0.0414301826781138,0.0419394556697578,1.0,-0.1917673616897117,24.41912152737469,19.90929346777208,-0.0173313143279329,-0.0499056813955442,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.115337112001508,26.446548283437657,21.441901721148422,0.0225745806339953,0.0286502154591032,0.0,-0.1751456353570795,24.195919957597084,19.77918183379972,-0.0142726030216693,-0.0173679641992264,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.000300143079262,25.73508453089859,21.3486871095983,0.0855364014919813,0.0186689512107524,1.0,-0.0052910549276914,22.21392423455028,17.808547822419587,0.120398364205243,0.1304502112594907,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0009737346428336,23.84518234155331,19.93001717383198,0.0489128083245038,0.0084402535207457,0.0,-0.0266621423643269,29.718442248708183,24.729337537856324,0.4551873122197333,0.246322495465765,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0056244287304845,26.13639073013171,21.764989458211264,-0.0344399643590045,-0.0334832330396879,2.0,0.0009238304524651,20.95767480915708,17.61413654985956,0.1273468585437857,0.1128286520585693,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0049023015444337,23.003904929310128,19.104774587984625,0.0767168393036033,0.1131826174081401,3.0,-0.1659004460728665,31.334708208812938,28.827137850408683,0.0278608407050646,-0.0763590088721492,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0073726709432755,23.125315716013542,19.09788664013559,-0.0448561785600974,0.0498870025617123,4.0,-0.0281712020216649,27.87897538583102,24.24047840952873,0.0192700622289395,-0.0884955246021863,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0704369070595687,24.46977877844436,19.962847607131724,0.0357968404877469,0.0429265656197919,4.0,-0.1101382940015374,27.000812492216564,23.09524228893736,0.0158572282514101,-0.0074418491138125,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0795767357929855,26.17593181053337,21.79175329467266,0.0191969182554564,0.0291653165682565,3.0,-0.2531537711610858,23.83218816771042,19.33555089589712,-0.1695952203287662,-0.1832250801081165,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0557269262194608,24.24599319600306,20.04847003378887,0.0550286130707417,0.0533834066015011,2.0,-0.1053704792353105,29.77543654232268,24.486262800886823,-0.0527195294048728,-0.0617542773411234,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0667361190977156,25.097231552380592,20.380072673470032,0.0162182530545984,0.0216768259675173,1.0,-0.0996542311715402,26.33112887257804,21.810752504915804,-0.0338823367714255,-0.0473836764144405,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0832112828566493,25.49427139922629,21.3462800809968,0.0102030606184513,0.0044817744664218,0.0,-0.1954896290865935,26.661704981592106,21.46839106570008,-0.1555041453065827,-0.1369056541433257,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0090739323386392,24.84276333762824,20.604576264438247,-0.0508392818045937,-0.0303071630402812,4.0,-0.0555889732638703,24.236394808472173,19.17618022704675,0.1151756896290609,0.148406266275788,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0006693102692975,25.93146928749419,21.78342797271679,0.0344097422623144,0.0281216931851643,3.0,-0.0125236996124455,21.026572422831325,17.29400055891984,-0.0876805075461326,-0.0397438730287515,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0059975837653646,22.07276100844765,18.38326404876709,0.0807611949720035,0.0514494883627398,2.0,-0.0730130508829407,29.176802898255687,25.972673136558907,-0.0662219867564224,-0.0005430012645923,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0012938867246925,22.804500338670973,18.852543168780446,0.0081100930789035,0.0309866429899953,1.0,-0.0040390455989114,29.44647559141574,24.84738270764102,-0.0217102394374092,-0.1255639360191575,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0126388637128882,27.12505591373551,22.684271052825867,-0.0615272718152445,-0.0534209193890039,0.0,-0.0034206492039075,20.31672024422236,16.654735326766968,0.139971470200249,0.0793006020222877,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1626252939739422,22.07149458583986,17.65119302854722,0.4244240775874238,0.3908650572761102,3.0,0.1686459496683453,23.62156775896355,19.81896640755853,0.4341176039166989,0.3856911871114695,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2405873915404278,21.306130554388705,16.863459000452817,0.5314644763534726,0.4813408142674421,4.0,0.1409945013931904,22.82516468466113,18.150817771446967,0.4572595636328862,0.4521850594572827,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2759476589406053,20.967886416125623,16.852801122873938,0.5303004854534015,0.4942164185803958,2.0,0.1654766515803509,21.73837106428696,16.857110605305728,0.4404038270130665,0.3234770781812537,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2503559605700425,21.23016260092629,17.077452037742482,0.5496793527886875,0.5167101978781011,1.0,0.1238333044210646,22.7870017789816,18.42884250535491,0.3998133779009376,0.3748676738078581,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2854678760755078,20.959177591784897,17.274996561734802,0.5827359833477762,0.5384835509352822,0.0,0.0269164644530549,22.89046579536088,18.488463221808164,0.4226045880493146,0.4067036429484615,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3338785690829075,19.37884663690671,15.647409013348836,0.6063465441028011,0.5579882256490549,2.0,0.258010637584539,23.21566064401816,18.517389499706457,0.5135046385028474,0.5172834779969502,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2289426303738838,21.63076552176836,17.734883730799044,0.5154333393962374,0.4966032712808385,1.0,0.1640599586222537,21.78308218407897,18.34930237785888,0.512711814805,0.4457761825698791,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3205942454268901,19.884863115988924,16.102300132312724,0.6028275603633881,0.5518515528367431,0.0,0.2548268024189296,21.95919092689536,17.197158478900214,0.5049442952616158,0.5187236268555256,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.374253283757245,19.50749146936585,15.782362361105353,0.6422939220708248,0.5983745379443548,3.0,0.1689476875614993,21.665345102967883,17.08048109188923,0.4677444066384204,0.4440085173776696,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3331734222894685,20.218214155959693,15.911724857771691,0.5792546117299693,0.5424038651234332,4.0,0.1297267094868959,21.747728276908603,16.765406382018032,0.3828057674276796,0.3706692421568441,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2724609279595096,20.792276688503325,16.37496430630855,0.5249514503126055,0.4897136862971747,2.0,0.1537429695294583,22.917784682938365,18.0732181492168,0.4275419294885639,0.4601413097602316,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2320443798540206,21.60980426576139,17.353450057470436,0.4844360696482513,0.434867703931542,4.0,0.1796220526251553,21.25560725280787,16.76997751267575,0.4536198197343808,0.4695462675559402,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2699673413546948,20.962123009486685,16.584295781532266,0.5216890613129501,0.4792089992584832,3.0,0.1764148185207537,21.7963397454016,17.00732806959205,0.4375856244593059,0.4044692285675381,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2983633009492609,20.11554701166024,16.068002909641947,0.5518379128484727,0.4824515964501965,1.0,0.2216307659353418,23.164003559538173,18.050589000006404,0.4718269121969989,0.5075123371085358,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2891114500653374,20.58495749902788,16.21147755101364,0.5419514597258467,0.4897200734872965,0.0,0.1834139806838984,22.372615659472583,17.839388335528295,0.4618461124565058,0.4279756320507475,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3027818502877772,20.019303087496947,15.826870568448848,0.5530249134880515,0.5250594473905307,3.0,0.2784623790571564,22.17451555906414,16.62385812938543,0.5562225469990016,0.5216604117104575,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3421776433209691,20.1023093059332,15.304481236954368,0.615956384083854,0.5778345521854845,2.0,0.1829758691851529,20.86582551469005,15.381674080105777,0.4685002078912007,0.4230374757190741,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3726001305376556,19.37276450491927,15.157553655460848,0.6333775179543952,0.5808122548663656,1.0,0.2751719487201438,20.947837522853607,15.958448321094828,0.5380089010275713,0.5454988288102999,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3357291794043575,20.08358296082705,15.829590208563268,0.5821787093398162,0.5496746058750723,4.0,0.2925315995901644,20.01759535387153,16.34727594006786,0.5494093393191148,0.4925469177454192,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3364846271439642,19.981046766150417,15.675000058323883,0.5852936437528716,0.5634172881881103,0.0,0.2687847991415996,20.770876018589185,16.405436498315293,0.5220790707669278,0.4631651496470644,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.139309734530456,22.646485978098934,18.267603368489045,0.4254261819353207,0.4132661620501519,3.0,0.1011205762606269,23.503154913038014,19.556129402455703,0.3790593363776813,0.3467364620991537,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1623809387176081,22.425373915523867,18.13239442252669,0.4354313960623498,0.3899629194033492,2.0,0.1450864855544948,22.58367236843728,17.65937278378734,0.4300520061816525,0.3783635089191551,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1760100103426225,22.53668381308464,17.79157188693354,0.4592092511330307,0.4239921619996508,1.0,0.1448781100604742,21.265978890423344,17.431615086760967,0.4480648785414434,0.4384656731564156,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1909695682750677,22.23167208103685,17.38952484871238,0.469835863918615,0.4235172942800206,4.0,0.2199916014828664,20.786676407440456,16.059277541846534,0.5045397072949693,0.457530468123104,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1940827744640505,21.971915206798425,17.472167864146133,0.4756798588577046,0.4203283027419317,0.0,-0.1249564091324488,26.02305941525163,20.882667743830392,0.2151734920772214,0.1762320210142561,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2606117559253996,20.807237009695985,16.406513610917347,0.5154934583858812,0.5059843249343127,0.0,0.2064035991707472,22.796175797184265,17.71870088988246,0.463550244176486,0.4559167825930691,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2354831724233804,21.30800177606066,17.25111524292917,0.4926017221209889,0.4752826811755454,1.0,0.2692214880776961,21.30068221316268,16.96813283788565,0.5292212780104382,0.5426069773615303,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3320653723892089,20.34500484990548,15.715712652758132,0.5871629059027184,0.5596977326682108,2.0,0.2434103233590212,19.797453832586303,15.33845539032425,0.5299684415557898,0.4476077470515863,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3076413819408484,20.51169701230744,15.86295301832772,0.5574366955990819,0.5352809388836666,4.0,0.2116041154045786,21.112637529037144,16.395437230905774,0.4771817491809336,0.4982543415502745,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3323519789971561,19.67855376120134,15.51416543103775,0.5778803516672228,0.5433810230651199,3.0,0.1492519459034191,23.941010529236323,18.960376778491952,0.4029598397465294,0.3940603423652513,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2085710000371187,21.88090833600922,17.210925235327938,0.4676253480286853,0.4309417187169687,2.0,0.239618325168356,20.951314883859915,17.171905556357366,0.4939788949080896,0.4340489510169571,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1766795371311104,21.72605241381828,16.869655338739232,0.438746556456778,0.4183105876109121,4.0,0.1715224137614878,23.388349969323283,17.78669994875871,0.4798860688546083,0.4431319663532927,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1570841727227698,22.64409973083441,18.14540810595531,0.4268477596318406,0.3888361522506656,3.0,0.1691966483895578,21.65343283686683,17.555651006119028,0.4523849245069401,0.4035099938241775,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2457051407822974,21.11657722946972,17.117464051824626,0.5104428019412446,0.4865340038713071,1.0,0.1317642997223065,23.435318334822,18.317018442522755,0.4053771729191142,0.383177643358417,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2038924018291419,21.542907529815828,17.21989354806498,0.4656821436162929,0.4126288263660581,0.0,0.1832463928853283,23.153487636853377,17.540126133597358,0.4442279056594574,0.4359553438025051,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3360362745552093,20.19926488461481,15.70656047291664,0.5821326424247173,0.5463993310099629,3.0,0.1431032599505046,21.510088211197832,17.344891149615712,0.3969223454912436,0.3986126324517283,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.285284694907031,21.014214357830014,16.55955312001147,0.5384693720147541,0.5187792249598845,4.0,0.2359115477917361,19.90419880161607,15.935326128374806,0.4902764045845447,0.4303768855639612,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3303797763698143,19.73980746791242,15.868087428857477,0.5791821298356664,0.5501159431830732,0.0,0.1240084073204651,24.235436313656145,18.805068656120508,0.3603876965054039,0.3365802610565979,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3040703776885604,20.42594168952225,16.16490838031795,0.5535671962772358,0.538089293965649,1.0,0.2412609215992087,21.302112297737143,17.488229391403618,0.501252747522771,0.4574639284932211,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3634932250922003,19.85571063811465,15.307000266842277,0.6130001153851272,0.5873252490523676,2.0,0.2730914712153031,19.254530731169982,15.596268215600956,0.5231631997229175,0.4094683553806879,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0901157480259249,23.25363895523765,19.704460739117348,0.3684779136663396,0.3160776204744787,2.0,-0.0390010630607962,25.402000216247885,21.353342657774192,0.1670215222743626,0.2063443751757374,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0030541655116108,24.63423972960766,20.11765452697586,0.16388322518184,0.1684084071207507,0.0,-0.0135246781179725,23.880690840986848,19.98978214664354,0.136251902738973,0.1162938662104989,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0641231159324644,24.061912798288787,20.025217858096457,0.2952218635209808,0.2608669787538298,1.0,-0.0273628198679631,22.88081781169201,19.123829218406048,0.2622598896688508,0.258751748482111,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0093167440021837,24.308006154671368,20.502659790207204,0.1818077032908743,0.1815027886546899,4.0,0.0593683333675773,24.79493701964789,21.01077523837432,0.2637849781322608,0.2587150630901251,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0870144091363637,23.3280540169409,18.591885394734785,0.3337428486163818,0.3108001446224638,3.0,-0.0732942051838694,25.594911891568973,20.30386719993465,0.1675763136517859,0.0958753448028966,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1362265448896187,23.008846735781145,18.60860940013707,0.3877321084387037,0.3666020593234231,1.0,0.0314261316058065,23.00457999216285,18.17680682904154,0.229007128416295,0.2065443657550916,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1070464630511892,23.481280895124808,19.905832433884463,0.3698483527259724,0.3575528006476632,2.0,0.0608645089893141,22.26645893390857,19.183309399515228,0.2924234180536323,0.240147629317323,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1442171990619112,23.072327486215745,18.765489657063128,0.387651624409944,0.3417489730664539,3.0,0.0251487981077025,22.15749458097248,18.277985026322675,0.2022751581986285,0.2666001340313964,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0873093558084835,22.92622609843701,18.175480903646505,0.3330199631438424,0.3149893256389451,0.0,0.035744473442685,25.740928725097568,20.606106372643573,0.2850693868644502,0.1955586535204113,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0794941104409496,23.682102528649168,20.22839622098224,0.3276110502188104,0.2933747881777595,4.0,0.0224476283190089,23.383448904699858,19.92346000123419,0.2503338135441362,0.2488453951495341,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.043300925262933,24.26068091413908,20.015049512878925,0.2240920916679966,0.1719960591316665,4.0,0.0818390261169261,21.905717986088963,18.14493207646997,0.3057269560619519,0.35518984932963,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.089322043531565,23.293754907588543,19.20423527594112,0.3000035970256767,0.2640251303284698,3.0,0.0504822281232724,24.140642053821264,20.061234793900127,0.2433528486683643,0.2091313332756547,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.02423236729153,24.41191227213772,20.139485863719763,0.1693297389614945,0.1626421701955049,0.0,-0.0162825289084955,23.47729845185796,20.67142163608614,0.1789110035446845,0.1744903308191541,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0561919973055244,23.207200222525213,19.099409733922027,0.2435832110373501,0.2093892383391344,2.0,-0.0227828966733554,26.91114802941404,22.5560652143784,0.107484690642776,0.1061121235818252,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0431280838194287,24.17783480923379,19.981578572591147,0.2177244403268608,0.2207933776087647,1.0,0.0234347699706533,23.194314425539726,19.410632368056152,0.1969853721967784,0.151825778727572,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1326933262988783,22.839755658124023,18.732018583944026,0.3737705770186208,0.346542679649562,0.0,-0.0101465739295285,24.445670263678377,20.44807110865472,0.1389702017566914,0.1029098609956782,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.076818482105598,23.08863432308248,19.000492414153968,0.2976486977107405,0.2722604145397855,4.0,0.1209242157655878,24.564533480588626,20.34760091202035,0.4012922080047704,0.4176446062462321,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0960240884618011,23.25027481504251,18.947683909182377,0.3224019648667287,0.2871218095051128,3.0,0.0096813699713378,24.41293574409422,19.59392412554493,0.1657235014582726,0.1291901365237429,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1223298361620629,22.821389931488667,18.593982978799783,0.3638277816913567,0.3355961025780524,2.0,0.0040103906355295,24.92310208667352,20.38546982991761,0.144049402875517,0.1042024813583133,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1105230046366307,23.20272260771205,19.28262587555184,0.3435518088289614,0.3203509859144438,1.0,0.0407822566029243,23.516003379809177,19.450278843832283,0.212101181632822,0.1716753321106434,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0772289685804752,25.40749282687437,20.6855488672598,0.1222605584784613,0.1420341678800124,1.0,-0.1846078140481095,26.668530820151823,21.6548238537193,-0.0117782371385891,-0.0071755119232825,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0146192994118216,24.15355884423123,20.147578821523787,0.2392834353703779,0.2503890377150465,4.0,-0.0014424180804597,25.06893793340048,21.140372188842097,0.1776637732441399,0.1567583634876845,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0183508429234526,24.45171288612989,20.45186780146659,0.2372548132624249,0.2168074630504125,3.0,-0.2402045401860302,26.185937827836792,21.54937691451436,-0.0020229339856801,0.0102077531573838,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0649117413511274,23.340648586640977,19.07682075101153,0.3133136868940658,0.2778800327861068,2.0,-0.0065022532227443,25.86556142540086,21.06962444115739,0.2461439272852516,0.2230194811164076,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0245022235102769,24.4307875792446,20.09127208089697,0.1846050186492208,0.1821604141042923,0.0,0.0221528254091837,25.279410007384364,20.857569616328288,0.2089355470247714,0.1748564853891665,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.10233121362336,23.13388252465868,18.210781809909285,0.3625545848606128,0.3442184279876573,2.0,0.0248626441932595,24.327338930620915,19.064696610593007,0.3141486713539411,0.2965310804106419,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1362245817881203,22.94859633690784,19.167014188740207,0.3825428388282306,0.3417009145994804,3.0,0.0215913659816039,23.32121703649964,19.589610454496096,0.2167240502017153,0.2158242908666713,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0929058806332294,23.146026035243267,18.961373075374887,0.3214834815307161,0.2905263238531302,1.0,0.0374938068227359,24.657663427547025,20.308613964101887,0.2371724369366594,0.2128222923035742,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1053665425636657,23.29464234708956,19.52537578992608,0.3383477786775056,0.2906725406624183,0.0,0.1068734479166957,22.59011678048165,18.741111612899527,0.3302575565883395,0.3423415507251775,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0668973790156536,23.663996385836825,19.850590615390747,0.2799670801783767,0.2635445197016016,4.0,0.0660159002876844,23.62539591382972,20.229842275545742,0.2706317221432961,0.175044900367148,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0373333159845864,24.24402967828652,20.03112630775809,0.2164405650404339,0.2076921239917104,2.0,-0.0602375361634857,24.25227537679947,20.23584852271317,0.0818673858758486,0.0102415598445488,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0246784321949697,24.929026353720825,20.75511592854481,0.124726898277617,0.1209855207752999,0.0,0.0143253616898502,23.72098789077505,19.697465719149257,0.179560182357454,0.164719437488072,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0356606682498873,23.7217401524686,19.80703963928644,0.2304343181829148,0.2216836861241386,3.0,-0.0158892725983468,25.9441649111506,21.96468371733776,0.1610747923005794,0.0892542320863022,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.02052827965068,24.13470391286401,19.791610901257226,0.2002998500993704,0.1951322680226412,1.0,0.0056919743427078,24.6168690533344,21.02356264483204,0.2221990190487623,0.1914182282743647,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0039866139876743,24.10308641284834,19.89704332840344,0.1703965945434376,0.1508900285452696,4.0,0.0223358381428221,25.83614200116184,21.71274296038717,0.1960810810147693,0.1680292898944488,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0757015176770738,23.45035264625193,19.57169680403612,0.2928992391310447,0.2773208393527578,2.0,0.0914779628926401,23.61666984153952,19.51705361297776,0.3300569787902361,0.2903746637142719,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1048711287643074,23.085677591861543,19.29769476499111,0.3508227354182484,0.2787762871803735,0.0,0.0087476425774237,24.644813756923828,20.45221146725818,0.1313189463448164,0.1391320569068881,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1162153487212203,23.173892886370226,19.327236527372,0.3525510866646466,0.3240552949113021,4.0,0.0508975465306391,23.196887194433863,18.7391955743442,0.2339617975972627,0.2119971269676618,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1450841963405463,22.80368505724278,18.80971634720311,0.3836285070575844,0.3364630471336204,3.0,-0.0135348513770099,23.930273090256577,19.25479759005552,0.1095216222980665,0.1038864997586284,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0942583402572693,23.6412699342386,19.651793556948995,0.3285015533612945,0.284789098464903,1.0,0.0610914118012286,22.10609667709908,18.75224797622933,0.2766539327888729,0.2746050111172485,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.179197242658606,22.22836673405516,17.45686212424897,0.4707774795791638,0.4116990776763851,0.0,0.1775569103281284,22.0087097201414,16.87414286492279,0.4542694341091208,0.4644851116701287,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2460239268546029,21.38483210320036,17.515848729866594,0.5305589979173542,0.4769437995712026,1.0,0.1841638643889735,21.591572867024528,17.2361201527369,0.474081121032468,0.468828594230842,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2005176367453058,21.9415303390915,17.270932924044693,0.454134249610444,0.4244373757616484,2.0,0.1256434471143868,22.686930431554945,17.9559358308065,0.4017236506186313,0.3732438860252239,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2317550739823869,21.58407580089684,16.75898434028235,0.497807335093278,0.458424205540952,3.0,0.2087189720113106,21.282471589132246,16.722221611191554,0.4778961026493199,0.4572517942362014,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.193917208905846,22.267296891967025,18.11181438832572,0.5143754208435237,0.4574716202145443,4.0,0.1126722911815655,21.83683880223509,18.242586082121285,0.4450049029187244,0.4241540135620012,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3510086210393977,19.68045727425044,15.13165074261752,0.6038938520411596,0.5569556099720022,0.0,0.2048811724370993,22.038040146003105,16.78895270563621,0.4877928340906199,0.4635579525329529,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3832370549219813,19.43631142425937,14.870092066010823,0.6231159983315346,0.5682985890301789,2.0,0.3286343368927626,19.10733393089213,14.76161812165824,0.5769627184701427,0.5645122716755069,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3418171348563475,20.152200477275027,15.441922487516376,0.5952829710000191,0.5533346918859776,3.0,0.2095408605317251,20.46574493860719,16.327061527315422,0.4794776688332693,0.43430691816574,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.366675848297475,19.68957420369877,14.96054040772199,0.6175376847180016,0.5725226225295061,4.0,0.2279197423760761,20.593416139791312,16.07041579820833,0.5087488638256596,0.5049454741520697,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.354372572656909,19.88460803953499,15.727705258482416,0.5969979048993779,0.5426973985917062,1.0,0.2336185446483125,20.357023251882573,15.274279617341186,0.4937955110302735,0.4803651575021497,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2150183472566832,21.94581207761528,17.059071134877268,0.4711593220603719,0.4412362062828776,2.0,0.067255305958695,22.47576074357104,17.8132634503275,0.3214062441856145,0.2611524602190789,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2447469142420274,21.12066650688504,16.619078276203354,0.4982168114476581,0.4684995471086535,1.0,0.262398583157162,21.638984071629665,17.08357771225397,0.5144739970510093,0.489100139995278,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1500904359415964,22.44946090639035,17.828283775535827,0.394892068163476,0.3973237362482357,3.0,0.1566240548174161,22.98081956442258,18.191433272177346,0.3981586971662095,0.3832694032645274,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2119397245821974,21.722893822096857,17.294460908453654,0.4626203668217951,0.4129365495902775,4.0,0.0307746341008608,24.083091824279816,19.09527200625088,0.3300509753663222,0.2976504602197862,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.229402829303162,21.372780132059454,17.098670188677872,0.4797418327708806,0.4500132592725024,0.0,0.2071722820368626,22.23363742587316,17.146120235379886,0.4680159496151424,0.4718822512961892,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.276991729500236,20.959144634792008,16.497470839923405,0.5274085830377823,0.5019245787080069,4.0,0.2843773096135155,20.1553993253588,16.414111064468297,0.5334061448623696,0.4556741182121185,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2646328141489964,20.958849763510067,16.455643774908108,0.5174783957315965,0.4924020083277113,3.0,0.155079501018661,22.569933597981336,17.666934772301772,0.4037886641329824,0.470051375388389,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3602649863927215,19.67296725039066,15.633374705590493,0.6049628585693645,0.5735264625720341,0.0,0.2180947082225232,21.25767653348557,16.48434382823291,0.4716598415988281,0.4011545719189018,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3607737567749557,19.319153596557804,15.541289882003111,0.6103651557755421,0.5414547609650857,1.0,0.191824060436391,22.82577232674816,17.47380858784881,0.4670074210795517,0.4680472167990352,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3591445447893356,19.457838929965188,15.042743979984737,0.601538663896237,0.5401536098871936,2.0,0.3501126109160144,20.24772638485514,15.831204979195778,0.6058138654433374,0.5895543236626841,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1454767680326105,22.60690896992585,17.84538046613541,0.4182232660780834,0.3990357041214032,0.0,0.0779936651414209,23.606736637303182,18.439009572656115,0.3720909373658777,0.3790172724443448,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1491498829257485,22.35235743803432,18.068135546708564,0.4588435950543668,0.4074538355244576,1.0,0.2319555943237237,22.3063115494058,17.99028913144907,0.5179052860058957,0.4510348393445416,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1389072999155319,22.78909184557685,17.52505242956243,0.4320206847145574,0.3935516720376195,2.0,0.0505253604365163,23.58035670302544,18.02744314868147,0.3706245726252942,0.3992002432661379,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1721923606165919,22.50531861054825,18.07172860681518,0.4514052759334384,0.4047858885128777,3.0,0.140134029981446,21.75928798987865,17.776569183702627,0.4452562111983207,0.3595108170045618,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1600935291561275,22.17232851077959,17.6083220958447,0.437269931656305,0.3920104518822067,4.0,0.0218432049198991,25.34676295204457,20.042373155836245,0.3270295087814754,0.2769592676285836,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.379599790924348,19.21364879112832,15.084036147640424,0.6206149424452255,0.5789189761689694,0.0,0.207678209090326,22.117797501411395,16.566430126211262,0.4680757719259791,0.3957327259843859,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4102138407888691,19.043709323741428,14.756163737516715,0.640636193780928,0.5566195625997568,1.0,0.2336373146425883,20.307570384738145,15.512064710374696,0.5114344726115484,0.5667051305252943,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3918693308475981,19.07936250018024,14.795103506450811,0.6266660353953435,0.5733667833905847,2.0,0.3455280918428521,19.866435950973937,15.227744672838496,0.595107383377155,0.5717462724861823,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.213216171065084,21.65764026451837,17.43872942420077,0.4735034900883095,0.4638444749680805,3.0,0.2467865470785059,21.476405788347705,17.902512484597896,0.5203659521078571,0.5470034221065968,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2958402528720535,20.78727485892417,16.692708389397822,0.5585425186296771,0.5094182151545611,4.0,0.3646745520344505,18.575850342421333,15.088796445677952,0.6381406783793117,0.5601891668865742,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2086360276843986,21.940802158671573,17.33919833758646,0.4685311136295029,0.420584991387938,0.0,0.1940622072205228,21.33323447408592,16.917599351577337,0.4582445375716009,0.3684165974046766,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1651696352013643,21.639673720649043,17.219861870547625,0.417905293243077,0.3734335005895882,1.0,0.2042563622979889,24.261573519309643,19.601560447229208,0.4625675217302971,0.4354299524456097,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1548001646793243,22.695090872010688,18.53448775057622,0.4105225768620042,0.3977048877190644,4.0,0.0365028751392787,23.172716273328344,18.66757482960738,0.3567722269157967,0.2935887817590318,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1351923962315793,22.66916928431941,17.933406987728823,0.4010481796496133,0.3721277864866216,3.0,0.0973204180229964,23.5603230564742,18.977699429000936,0.3591895979827232,0.3027286986339363,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1971411683976566,21.60385940303583,16.878375897880428,0.4527658914155587,0.4521380021994127,2.0,0.2322072912729036,22.67877836470673,17.945306242631943,0.4951269334695822,0.4487955779304154,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3425876924445022,19.884779643913976,15.750126371028994,0.5860518023538879,0.5442267049878149,4.0,0.3090696901291008,20.22895193802068,15.968394269785168,0.5563254681367853,0.504773069932029,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3383018313884669,20.08290785522377,15.743047542834743,0.586400230154464,0.5484984620212345,0.0,0.1580183192240939,21.712833783871023,16.892538681451786,0.4400930605528967,0.4141764679559571,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2501447993085691,21.109134698270385,16.724547773261374,0.5094823746194601,0.4871150844790877,1.0,0.2905495942090205,20.98870789042645,16.484480415691326,0.5444464964376845,0.5328648426936811,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2721019574258863,21.33210725713034,16.852077622689492,0.5261938585071555,0.5133252941583685,2.0,0.2152783422794064,19.37169366702951,16.440292028353362,0.4744685332193611,0.401830384393047,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2682601409434499,20.54199036688677,16.212439695967788,0.5211103438594846,0.4958131380579758,3.0,0.3221889728596259,21.54760354312695,17.60114580075385,0.5755852815426743,0.5502526455859723,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0351172933959877,23.89708014239726,20.14381092980545,0.2918701554606374,0.2627432954273361,0.0,-0.0296243923639916,25.37201600343935,21.007820940386527,0.1510572007899623,0.1464929681779649,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0527774113934391,25.11874858820043,20.36523633342144,0.0584949642239732,0.0752167404616785,3.0,0.0082603437162556,24.41059286413484,18.9612867163558,0.1711527213729298,0.1322808125367384,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0485144056488027,23.624704620745216,19.949476621328305,0.2857523195943761,0.2433982363444199,4.0,-0.0411089369920496,26.05039270291946,22.23740038792732,0.1448216201888378,0.1906403878384237,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0391422246719761,23.72041976800525,19.56834055414541,0.2288924907632026,0.2198111613694675,1.0,-0.0588605848907879,26.34410293133063,21.477996940823548,0.1060930023294469,0.1449940789399165,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0191100225187685,24.333719896494408,20.060181406404688,0.1305196550081816,0.1351105773982905,2.0,-0.0731469635554069,26.701941662466684,21.749888469211303,0.0251183637500368,0.0727516383876178,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0988443318305623,22.87106053293517,18.596187330093592,0.3208585649833877,0.3004600673259274,2.0,0.0120497662681107,25.54479418572561,20.60745461479735,0.2369414049972701,0.1566997385002539,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1184715353123293,22.98540407366324,18.873254943931727,0.3597707910091394,0.3252062293060294,1.0,0.0494380133358374,23.74410092415572,20.15472688327178,0.2598868250718366,0.2084866892710913,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0482245843732063,23.8841449276394,19.68897733535977,0.2463912714239663,0.2404659804187046,4.0,0.0627106330929788,23.71974117919861,19.81451098110136,0.2890399747991641,0.2647407509885613,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0662072700601335,23.638884192502168,18.89579720972655,0.3067786076586877,0.2760106747182531,3.0,0.0539437018024897,23.90216945419481,19.15271923929288,0.2564470111803544,0.2162837508977749,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.051980824681786,23.500705191216248,19.08388017638656,0.2461253622262295,0.2213066927593961,0.0,0.0429115373874871,25.243499386434955,20.738314436601662,0.2536064356161389,0.2465644841146213,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0658884999463396,23.76216144038088,19.942578440369324,0.2731315651702551,0.2328223249298671,2.0,-0.1154728597257725,25.44036378048599,21.41058927082884,-0.0156250750887832,-0.0108706544884459,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0794952397466165,23.038640275740395,18.91421885634913,0.2829841944677184,0.2525000546612622,3.0,0.0365172316376589,25.65669522836261,21.17923816238319,0.238830669974812,0.2123993870750936,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0099320200261193,24.26542753187442,20.321012724358845,0.1446006930356587,0.157673449392999,0.0,0.0391394457170901,24.285748784955228,19.888422625631257,0.2041069577908173,0.2171925611232764,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.018573176861213,24.23768284250038,20.13819567824855,0.1632621788708602,0.1839192343312168,1.0,-0.0463646594918689,25.13373192837768,20.8350747335023,0.0520701480034161,0.0568152737590754,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0124608353734139,24.83422965760061,20.717822769837603,0.0816822456423348,0.0832920694817796,4.0,-0.0679963863521393,24.343573156107688,20.36121407440354,-0.0498601434184927,-0.0040617163586186,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0965714397994667,23.149651624927,19.180101256147235,0.3231216282630847,0.3025156146225165,4.0,-0.0493568996422628,25.58130599324204,20.63235051444881,0.0497626822658303,0.1032155037370009,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0650088216991947,23.690483738931512,19.757708720057465,0.2670766621380366,0.2625943498202018,2.0,0.0284630249759226,24.082262896881367,19.879190825572987,0.1695744703979668,0.1157545723332223,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0359806364216613,24.22230027514277,20.185913717937204,0.2220206911353082,0.2381864525942537,3.0,-0.0002890403410535,23.7387385520402,19.776889076022155,0.0507112211768333,0.0533919082386758,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0897415144635791,23.129644150389147,18.87551699614722,0.3111293782641842,0.2922891035115237,1.0,0.0274471522422966,24.92712779460385,20.61553749379532,0.2143878165994229,0.1592952295830618,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0766612067739967,23.556225131988764,19.46700998605776,0.2922307353557568,0.2550285418506764,0.0,0.0078746758106009,24.228576560214616,19.98339864741373,0.1334122106031265,0.1407944888226203,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.185035441515218,26.722798677588603,22.201296736872223,-0.0472826633254994,-0.0340766362851021,2.0,-0.1322621307675415,25.710651407908383,21.34103941100737,-0.0039301947347287,0.0044939250062613,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0281030200158911,25.05221492382032,20.620838116522336,0.141673434948472,0.1264149279442507,1.0,-0.1309213293995081,24.91400511435495,20.398742300634225,0.0538022623985501,0.0614518929436419,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.044562424767145,25.32268705011609,21.040824819622618,0.1297231552409256,0.105005092340455,0.0,-0.1473428165090717,24.81684744350868,20.787845147907404,0.0599178202212534,0.0399710148525092,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0518212293269677,25.222225604500004,21.48806832431762,0.1741363625865691,0.1810334614969698,4.0,-0.2928630789258084,27.353070726844205,22.794362614247017,-0.1048298143430977,-0.0871873619876581,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0539137237096656,25.16156365048486,20.25065592616058,0.1450322451361961,0.1511209120851716,3.0,-0.0864548843060621,25.409848959868107,19.988127758384408,0.078376673065844,0.1011638446190116,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0890228452622335,23.27036372446373,19.38682599805932,0.3088212025216426,0.3082909447174459,3.0,0.0597339112844446,24.070675398577656,20.357429706721017,0.2451555663872624,0.1819028938191443,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0715739532133592,24.240642273167243,20.131550054418813,0.2711925942136539,0.2729419970064407,2.0,-0.0351750210744865,21.75077224410803,18.464334523743688,0.1101574244134139,0.1025265243998766,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0679422972847126,23.95881093460166,20.10095319700635,0.2695760661371836,0.2583714849586733,4.0,0.0648296485327791,22.26124682646798,18.52834609479536,0.2917819003777274,0.1908915118362058,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.049048016373458,23.737277786712284,19.62618676093656,0.2446982506727441,0.2120495964438463,1.0,0.039872227748172,24.49935833237944,20.40569901187117,0.2167199023264187,0.1943094486226408,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0208585460718073,24.66276934578981,20.484437273934525,0.1639698208769789,0.1971025561117695,0.0,0.0349964316416097,22.23003011164294,18.650165847862624,0.2360447259560811,0.2596318618732965,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0123308036068962,24.407125993156985,20.118003923820726,0.1812200026688055,0.1694457803870783,2.0,-0.0127564477569062,24.350734245644944,19.809026087133923,0.1621329537919507,0.1454599291713541,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0099983324180015,24.660010711327605,20.23661456000378,0.1756926919004835,0.1609163187313888,4.0,-0.1091031746341408,25.56520223834033,21.348242219113512,0.0799335797352738,0.0636047884237394,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0294708343569187,25.04097522954777,20.74706408603132,0.09455891409348,0.1088658332090916,1.0,-0.1256023197336955,25.031405391397023,21.1282762049048,0.003128175770944,0.0677329138905097,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.033312365998434,23.97400510323608,19.761334708768143,0.1189718124313593,0.1500254535891385,0.0,-0.1198285180040465,28.980396567104044,23.41014744289672,-0.0327966396125019,0.0146645004114264,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0466528800116294,24.84058644886508,20.30251686117209,0.0755620353837269,0.1022864920668697,3.0,-0.0924192868094666,26.305899962466025,21.379819281140744,0.0290736689363663,0.019698221707769,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0356887750281953,24.082381228332903,20.188277649682416,0.2143291821480622,0.2348869967413929,0.0,0.0083284053856947,24.2358524050857,20.474917174281337,0.094460350467555,0.0760769542073119,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0676752324203817,23.71523761209249,19.71661521470251,0.2828054732659953,0.2384279359777015,1.0,0.0354550520056594,23.71155035980821,18.94010487930551,0.220725072597624,0.2044311287555027,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0484341980479149,23.78176472586789,19.645701882648734,0.2472030516642134,0.2340626642101619,2.0,0.0276025100668405,24.498836564753145,20.72470755645584,0.1758588352558475,0.1976843843602358,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0315909277155704,24.38517699037382,20.3212693954762,0.2341852517798874,0.2445316695121192,3.0,0.0194728147115608,23.04975343525681,19.686217850321565,0.1579992279280928,0.1526998156378823,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0413205217198191,23.28624490786735,19.138621309348704,0.231788350740914,0.2356184983597873,4.0,0.0001778695110513,27.047668179821606,22.421750514415088,0.123841088214442,0.1702690800494966,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1461651435691432,22.67671265649089,18.22885431534659,0.4037172805877086,0.3961753690672011,4.0,0.1318782062609317,22.56512048466764,18.38455846775961,0.400380532364873,0.3087656718960699,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1863669736103145,21.950566983555696,17.647087851595288,0.4491484686238187,0.4158850593991089,0.0,0.166319388695457,22.758586009848564,18.80017040779577,0.4233447854715367,0.3751131173119677,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.182968114961261,22.36640453193036,17.853407488026892,0.4516975312353445,0.4286464026255761,1.0,0.0439492558953965,22.79989436893065,18.56999639353041,0.3291723225963411,0.2618195095352489,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1937726014765886,22.0099583166065,17.36361989933433,0.4643805140318391,0.4144943809386286,2.0,0.0475482242708499,23.773014456697084,18.025820685117942,0.3534853327037227,0.3328679679056098,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.163722267030681,22.587686889290406,17.699260090914642,0.4260648036301566,0.4294609349737431,3.0,0.0690264769270769,22.6472182459644,17.73195360088875,0.344079268218511,0.3111556627370718,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2708634122609776,20.818555849246835,16.166140710893742,0.5305376728307336,0.471048078336835,2.0,0.1657856900067694,22.51214231230669,17.536126306860485,0.4532550792081564,0.4717859576299053,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.266404950479667,21.18998817300088,16.9824805317503,0.5258789549802754,0.4697160365775319,3.0,0.2027716176659506,20.933912360938983,16.450242913388415,0.4503495952675822,0.385661261482446,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3117237582359623,20.30001521011648,16.135554760224892,0.5668819708048338,0.5149346116833593,4.0,0.3318293834663499,20.073113084700207,16.475746154785156,0.5786106695133951,0.4614061234217205,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2977271060181202,20.68509246589868,16.025909608809414,0.5554299133623221,0.4974563020566008,0.0,0.1919751256058073,21.29001621401041,16.664304395644045,0.4531044929712298,0.4177546213500026,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3282231540618278,20.423999643311245,15.997565968345349,0.5807091262326829,0.5107356819403928,1.0,0.21203029247901,19.96952420625228,15.053444777852263,0.4727948850388939,0.4043240616607231,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2066058913575298,21.9679743351938,17.483690601052004,0.4601006499604588,0.4352365124236297,1.0,0.0187437302691151,23.51816369762773,18.7125079653408,0.2986839724272846,0.2853457552864762,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2072096149301764,22.050578781555,17.68411182907987,0.4588308341929594,0.4124038939241131,0.0,0.19600907116519,20.92730448049572,16.233489625203674,0.4438252842118353,0.4316526685637298,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2872641500080951,20.25613991238413,16.08326162259441,0.5378047331430118,0.4775114579487129,2.0,0.1113619468683201,24.85853335884723,20.205590531786505,0.3767317167048737,0.3039713360047879,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2056748996262772,21.767449404120686,17.338110737091252,0.4542381896897309,0.3959735199564598,3.0,0.1522395120938643,22.43714828611452,18.72528423499007,0.435382604497909,0.3618258080421588,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2241864406070611,21.879638891864875,17.633086509862224,0.4753301619134277,0.4211516191417225,4.0,0.1452414619855375,21.21525729331725,17.01871474287128,0.4178736190202138,0.4362202043280773,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2864282637405286,20.34996977292175,16.228519632133242,0.546842996964029,0.4707983009840298,3.0,0.2607424262289002,22.35934283731156,17.159854986496395,0.5156860022793713,0.4629412078920786,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2348201164121865,21.37525148170933,16.752115546927964,0.4872947073225552,0.4632349020708031,0.0,0.1629546074260844,22.410483534634707,17.503658163771448,0.4329099495240877,0.3943650215840589,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2679342133218748,20.807427404037146,16.62737706039891,0.5235988407582117,0.4724544168980517,1.0,0.288474498149621,21.174955476477898,17.003516374451024,0.5584884527230718,0.4940252426605835,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2970354236341311,20.297581655940668,16.03823591195519,0.550964003152447,0.4802029257598955,2.0,0.2931420819784713,21.49963443717457,17.05369589874099,0.5547537970561014,0.472056655986072,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3129448692308293,20.571430882524645,15.943952205726266,0.5713498075460348,0.5200652452401464,4.0,0.1219833536322412,21.536238696582657,16.841410925427855,0.3675414533724583,0.391982130776806,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0998611217048469,23.460216238581165,19.35335024069164,0.3970213947658454,0.3651255397911724,3.0,0.0440729732484049,22.93704470329262,17.793528313136232,0.372734367941525,0.3691737745003297,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0330806070654147,23.85842132073068,18.912122379439595,0.2987963503494084,0.2741606678766072,4.0,-0.0591501493845922,26.08210461082484,20.218709317202062,0.2031427344810271,0.2361661283466737,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.053773063089312,23.960126919147683,19.36542427672499,0.3202996849666673,0.3077346585370875,2.0,0.1093016398019426,22.549101735627765,17.894018747424553,0.3836412050799314,0.4164443593211726,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1383001736044893,23.155210386613163,18.372194923487577,0.4155092772490499,0.3721531725793179,1.0,0.0026709155499738,22.501738719544736,17.26185141210398,0.3348509200592068,0.3522039475401523,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0527538823658013,23.98110553634058,19.472045617694697,0.3360175432674441,0.2896512329116246,0.0,0.0665260665838222,23.038452011726484,18.635741449429844,0.3184884905529896,0.3406829640850011,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3014754026817845,20.32142158020993,16.411808197504886,0.5545380708208663,0.4878815616694109,1.0,0.3284776743125865,20.47189463435449,15.285375606368262,0.5749106908273101,0.5313756833445223,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2706898765377884,21.072269466274783,16.63128498808412,0.5231163962081593,0.4712916230498586,4.0,0.2760915653501762,20.17924620408064,15.77110653829838,0.5286214137145053,0.4809082244623324,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2411605177400474,21.0125802184441,16.517708397640668,0.4919102679975781,0.4583248207326835,3.0,0.1690140011303201,23.60758641841268,18.507132015755165,0.41115493482995,0.4163499036538561,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2454175903698133,21.79802571471626,17.03950166644472,0.5028400736855385,0.4438498920706877,2.0,0.2228938334514477,19.07801311927668,15.1388672279653,0.4737884476010753,0.4228850766013936,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2133169810123616,21.92704452308964,17.18010283387397,0.4650316721679087,0.4589086821587856,0.0,0.2528141019466767,20.274598727199454,15.947222460435896,0.5067712071853102,0.4749208020324291,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2099996327631913,21.57730373191989,17.57777352880512,0.4609167348671953,0.4244786901263108,4.0,0.1903688655103527,22.76915974985788,17.66450943962645,0.4373181863425343,0.3994923314210092,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1288044291964227,22.990306134334176,18.57380894206444,0.3825205529693381,0.364707170093796,2.0,0.0273509287818753,23.49978466435118,18.821922419005336,0.3085219906277691,0.255711299425186,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1409575372119749,23.151690570303064,18.53682893994754,0.3927593069526967,0.3583007104715765,1.0,-0.0299938650814943,22.58719449583729,18.288240424308984,0.3081798786438323,0.3129005195605295,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1240815642842542,22.964227049321337,18.09001008278082,0.3798957908101932,0.3578066735822698,0.0,0.0728221915759849,23.215286691250768,18.6620169071598,0.3368553741240965,0.348322030419176,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1362440682932766,22.9549281554396,18.07466352468023,0.389505281261049,0.3680708068976893,3.0,0.1375573078267012,21.91708328379765,17.705275730533494,0.4011681288352346,0.3933365935561089,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2549302431572272,21.329830467287906,16.739741275198863,0.5094072758409101,0.4962965542285008,0.0,0.2147773363203416,20.87326363201846,16.840067170285387,0.4640159386897851,0.4062261139430286,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2662511742206983,21.18345056620511,16.82985673153039,0.5186218913124,0.4610766168513702,1.0,0.2323111926385677,20.568310570717504,16.062236159941108,0.4894917020725599,0.4938760009155912,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2117875796693844,22.11005066118089,17.667809274951946,0.4614197048733338,0.4569876699324804,2.0,0.2072778269197689,20.032559700252133,15.617923755540373,0.4769627000398526,0.4957783658982443,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2216367492778083,21.49104710163252,16.963951253181648,0.478412394227914,0.4623071308658932,4.0,0.1035798627107204,23.62971030172542,18.95037016768482,0.3236219598835844,0.2963222616109895,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2252356642285936,21.68599854698501,17.09668562799774,0.4758864084934489,0.4693174399274631,3.0,0.0598597409885656,23.142630921193085,17.800458846592772,0.2950270352627426,0.3879805968478682,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1064830282574529,25.61135931995805,21.388274788764555,-0.0276208189975341,-0.0266212920731496,0.0,-0.169176677954995,27.028496887486693,22.53614013418967,-0.1178113819533644,-0.1135744859619004,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0470868338138315,25.150435750709857,20.76844572461341,0.0548997566941096,0.0590966138962828,4.0,-0.2137422071874777,26.302159678247325,22.57303787400051,-0.1539677041467438,-0.164687370537771,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0901901336885695,25.45958115051902,20.81380183196265,-0.0253885899170389,-0.008373413060541,1.0,-0.0623036297011212,25.659557172320792,21.25015109910491,-0.0031142112193867,0.0360028079813847,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0625025951965911,25.30737538971507,21.08789464230708,0.03946342157484,0.0569683760832518,2.0,-0.1092399825687324,25.515579866879943,21.112134718921304,-0.0401367385360458,-0.0560654508479852,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.055195002753555,24.680580277052265,20.710376405952392,0.0620342606031362,0.016184330564864,3.0,-0.120931748474458,27.771548545621133,23.698963091096825,-0.0575531560592316,-0.1033751478259285,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0004043156698994,24.38365444976129,19.597883288801206,0.126068354828686,0.0909431059229135,3.0,0.0016318500546791,24.811455256802525,20.74836114788582,0.0647021286341584,0.0473720557973213,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.002007595407086,24.478509620866323,20.55879733398269,0.0784151114391055,0.0540224158692468,4.0,-0.0010134164064978,24.39994533828249,21.111316855414795,0.1487775756100027,0.1256065348753879,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0002942325067261,24.738593354728057,20.457264665756018,0.0360318190945585,0.0306898083087483,0.0,-0.0018025290839696,23.45780503160904,19.41999287979379,0.0070416041046786,0.0529521978999063,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0081290091238467,24.66202070200601,20.93820599621649,0.2000327526516993,0.0926560048552824,2.0,0.0005050750657785,23.3425541812666,19.778717165783625,0.1072031615192309,0.0630012876116008,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0030357162461067,24.296041726202525,20.34479374909204,0.0262833048086199,0.0507423255187127,1.0,-0.0221718350591064,25.33858773282437,20.59702803047981,0.0250895845688239,-0.0011234388694479,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.065836260478356,25.11435475414985,20.585949748856304,-0.0596263658610577,-0.0713056145076055,4.0,-0.0591392024941781,25.829759377614675,21.38850925424481,-0.0389951246322872,-0.052660906340264,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0268218329298908,25.23412714347505,20.75391418898401,0.0325771279035901,0.0360466889850489,3.0,-0.0342415913665183,23.109995716832064,19.122729180267505,0.0308431243987,0.0216742928889669,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0736610479502377,25.60679696766434,20.866866587489103,-0.0622631331627636,-0.0246442224675897,2.0,-0.0936813355618282,24.630147082439947,20.2188402553158,-0.0563509637396986,-0.0913896050718502,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0506344824442819,25.10657562540836,20.411492862543785,0.0025730595343964,-0.0057283774049685,1.0,-0.0012831696323249,24.37236082903581,19.88672740030025,0.1318154450200637,0.1229648348347527,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0509085362610559,24.45107836337854,20.10742933289079,-0.0178419059755874,-0.0146911352185911,0.0,-0.0182760502564585,27.13145808614873,22.322966781531907,0.034907523780293,0.0596501921763526,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0011877658810246,24.34001695895797,20.242376817225097,0.0464306034983936,0.030158423601348,0.0,-0.0025236493863871,25.04427931743213,20.63183814454474,0.0140815351130633,-0.0146481118098966,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0015225624413395,24.684404047090293,20.69998943759719,0.0162215008761827,0.0026464927048083,1.0,-0.0008198521937963,23.6936170462284,19.74515697163113,0.0402561137492605,0.0333657922835439,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0011698776831225,24.12584854048917,20.17389761659396,0.0204751036443358,-0.0039572378450169,3.0,0.0019205886246544,25.910338095453856,22.04491136919728,0.0528628232415348,-0.0370343108907273,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0094389820079737,24.580217886662947,20.246668578429,0.137360900918675,0.0682923762022145,4.0,-0.0013566591028026,23.632346818860512,19.69344588137464,0.0648637641778378,0.0137382301842864,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0003847922773938,24.53859766810196,20.354370917328133,0.0083557792698025,0.019925393390974,2.0,0.0011875062456451,24.285193606787683,20.47364125625863,0.0348654242808139,0.0597775370182115,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1746675988891428,26.254040743293647,21.664640624096243,-0.0129791023785679,-0.0321963832707381,2.0,-0.2015709203350073,27.789801152466502,22.83740992719956,-0.074562519320332,-0.0641883410172174,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1441115500140555,25.98357879739948,21.254048569944608,0.0143561240044089,0.0051876567857579,3.0,-0.2202265831985417,27.8882942501394,23.64944339899727,-0.0960353789909011,-0.0829180190654545,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.20467271415881,26.60918340033401,21.99016665193332,-0.0414368814437522,-0.0422939077403625,4.0,-0.1586975029222426,27.344856038868407,22.34609959554936,-0.0429570400396444,-0.002245232598144,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1733698735304771,26.40508497285826,21.99886382426112,-0.0463514097042518,-0.0582836245834484,1.0,-0.1933809614378294,27.114168941263568,22.786329652143444,0.0162892230450894,-0.0122082490741633,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1382977725862919,25.94461792012705,21.58621778482905,-0.0141205247113591,-0.017222068253933,0.0,-0.0873285365398868,26.23199585261256,21.66537266852448,0.0828512166141344,0.0471018945470742,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0011691568780972,24.41074208527932,20.325889372392133,0.0347122716505706,-0.0114266976330489,4.0,-0.001812990526226,24.758042442929707,20.434060685805854,-0.0298323694974909,-0.0518778420644516,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.001813786349055,24.53091829289085,20.47641926389752,-0.0002319738581501,0.0183171722156902,0.0,-0.0069858320871971,24.47461492540925,20.421453741927174,-0.0477510613616429,0.0328983969551456,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0019120616035794,24.06415621991893,20.17183539545569,0.0252513092574268,0.0516368193449335,3.0,-0.0110314776455349,26.30836399374733,21.82927082799416,-0.0424063758420167,-0.0125198675039446,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0046463026330036,23.93903142786078,19.746999367958256,0.1177344562739661,0.0609353086248171,2.0,-0.0471733079036333,26.53802724978448,21.501704302202928,0.0131015531878452,-0.057138104777132,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.011768860153327,24.21283176830352,20.3793152391418,-0.0293249476536898,-0.0341313334294319,1.0,0.0035119281625823,25.98046759842785,21.845861764138576,0.0614404700153483,0.0268447074654596,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0807305798860147,24.89158110888032,20.417757026104887,-0.013453399312948,-0.0195755697863152,1.0,-0.12145860800152,27.94189822172124,22.36299917063002,-0.0603716789331113,-0.0205781546888974,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.134793746752676,25.970047763841105,21.401472270955068,-0.0624280951676006,-0.0511186074502619,0.0,-0.0834234118718739,25.935827648415167,21.55541309251311,-0.0123711733659474,0.0133638588124132,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0652021629902184,25.65977478283995,20.997568475602414,-0.0030029266640425,-0.0059536836279119,4.0,-0.0416340366896699,23.37678279287786,19.376673143924272,0.0679810330830093,0.0794515470909994,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0663838055224936,25.64170070248405,21.10483028254233,0.0102124296612762,0.0309875811224968,3.0,-0.1276065206682481,24.431569109880325,20.449751551506928,-0.0353306035376799,0.0059819632727759,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0714001966739612,25.30736343530013,20.7634465621654,0.0112076431792396,0.00742272344318,2.0,-0.1024022529661909,25.844131472506284,21.46780325199359,-0.0436341156080914,-0.0468817930030709,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0015206280166619,24.777618011114622,20.534156955477293,0.0258977152508732,-0.0028674942028728,4.0,-0.0362393162444401,23.66324387104289,19.92080452766208,-0.1668035283671172,-0.1544547776140631,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0027224330886091,24.10031518379006,19.949559666867422,0.0703757695287784,0.0616405299594832,3.0,-0.0024160170893536,25.87750442766137,21.37680136243283,-0.0159466564474978,0.0325754983371664,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.008204982241466,24.293215518642896,20.385960792772696,-0.0424519901094524,-0.0145555003900657,2.0,-0.0150257379395264,25.656954691179365,21.069296140723463,-0.0996508975338626,-0.0442907629004206,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0037015768041555,24.09298467575489,20.02898882463944,-0.0077366278173088,-0.0034152076280266,1.0,-0.0070402772119768,26.25700452291268,22.083787948861307,-0.0507683466065743,-0.0480627557756361,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0038821013361811,24.71784863667744,20.62676245297939,-0.0305434110316411,0.0041160562916543,0.0,-0.0152947261462905,23.79019711595337,19.625377050578923,-0.0319515636257327,-0.0767990831091483,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9761733426213436,3.8111262391057097,0.6483954794732764,0.9880148494340176,0.9841005230030834,1.0,-0.6961459888781696,28.30496867518625,21.592396260731256,0.1108040913189149,0.1082231535881778,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9245552287230026,6.442253905204844,1.8178351300394853,0.961537949767048,0.9560941253265712,4.0,0.0739001523560958,25.448289917954856,18.89262709570089,0.3769999920477072,0.3646983514858259,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.94345644494766,5.678388647493543,1.331741707550069,0.9713168612924716,0.9684718429104195,3.0,-0.3305737935622821,31.38039871991604,25.475995307090955,0.1744886604893368,0.1060843287085349,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.94411508496059,5.982076521070133,1.5368023819219985,0.971655847016302,0.9668101385935444,2.0,0.051993747549507,20.735508207504605,16.002654983666524,0.4165449969895365,0.3972909997938248,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9435355097985354,5.617562448125627,1.277775137369744,0.9713575602638558,0.9682948822086584,0.0,-0.0962389579643381,29.553959905664343,24.26822267529232,0.2405873662578425,0.2269285493645272,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9492777948375172,5.281298706754223,1.2847607509757932,0.9743088806583908,0.9700888137717838,0.0,0.1793478120833904,24.183401972222228,18.52380607236144,0.4548203963929497,0.5260982138251428,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9924394354284376,2.0226028458002987,0.389888572027129,0.996212545356174,0.9933536396774566,3.0,-0.0811202408142277,28.27203164667873,21.267597708702088,0.2824989279872635,0.4083150506517365,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9465975072636308,5.509996376759263,1.3972015548914234,0.9729324269143352,0.9677472601198168,1.0,0.0996709954000731,24.069329938736534,17.971891461247985,0.4093389212570401,0.4234176415207836,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9522341686742956,5.118404207879078,1.249451609542861,0.9758248658402168,0.971297518047497,2.0,-0.1232114909896247,34.73200974825125,28.061141558046696,0.1953065593274938,0.2108003769874233,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.94644935130659,5.860989270664895,1.4769623060763246,0.97285628505581,0.9677841691184346,4.0,0.274818929148071,17.674333128728698,13.229794846414867,0.5745790296496096,0.5200224134678448,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9359832965426642,6.204481083964229,1.683577323966361,0.9674622973005818,0.9627984722175412,4.0,0.0917426985045021,22.905511633736456,17.457857844924924,0.4144712539713858,0.4228867127344932,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9445191707367848,6.013761805320115,1.5160608479469198,0.971863761438962,0.9677901998450192,3.0,0.0880937964498361,20.224835659698268,15.550735964795551,0.4483526746326832,0.4473133424226833,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9457822446337578,5.4468336700052005,1.3725912330549013,0.9725133648094726,0.9684690010051564,2.0,0.1119293423051734,25.718369167422946,20.39226085160418,0.4005600196025218,0.4074384127500606,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9455679254728984,5.614483915500668,1.395712454649947,0.9724031702850164,0.9685091751421652,1.0,-0.0333828943099827,27.91413789649876,22.54395527076721,0.3282267350498489,0.2889413716414338,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9729195778999498,3.925906112320241,0.7171779323059463,0.9863668577251796,0.9830935083240792,0.0,-0.0767261601627273,30.43441089384899,26.5049615292322,0.2512115112437527,0.3011710282017546,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9249269362010062,7.228293718673159,2.1877739382437817,0.9617312183267148,0.956133971661741,2.0,-0.0006302571102545,22.116121064597507,17.5829623760189,0.3553702545625635,0.3006139467497403,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9659566610986954,4.914868398569214,1.025844357064537,0.982830942329574,0.9765672428740112,0.0,0.0165692068261117,21.495373244166053,16.627218684033434,0.3919254952460632,0.3939543100558922,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9440510567681868,5.982363389871123,1.4806558005591437,0.9716228984812174,0.967553066278742,3.0,-0.076122470220022,22.75909747494289,18.34769470795341,0.321352556824887,0.3213334145267318,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9454806770868448,5.863123280489265,1.4569228395054523,0.9723583069919904,0.9681249198182712,1.0,0.2292053915165679,19.38749182020777,14.804866300201416,0.5495406780143237,0.5013643159149264,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9616066585643588,4.540289151449039,1.0691918410999015,0.9806154489211664,0.9754540328946848,4.0,-0.1403732355043176,30.39506745048352,24.171671667614497,0.1421818582668443,0.193694515247013,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9565161811899262,4.794481354072501,1.166706324625452,0.978016452443847,0.9730863511433536,4.0,0.1799111091798808,25.04183247674508,19.42738417191939,0.4290569722090372,0.4330637974362503,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9529777838431692,5.323022040808407,1.3378431948070575,0.9762058102302108,0.9705089829660822,3.0,-0.0282700390608034,24.210143889771384,18.9757092653825,0.3002522990329854,0.28030088476825,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9723021840484296,4.235064397405645,0.7996650615914217,0.9860538444322958,0.980793357392795,1.0,-0.2558618948264541,23.48049374320524,18.00305799624887,0.3126694225193512,0.3288035810946955,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.97328102686092,3.908900797386055,0.6557448430204847,0.9865500630650756,0.9831106763143902,0.0,-0.2727840310141978,31.089519629565423,25.84616914540529,0.1428642697249224,0.1488783542374601,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9543745022872844,4.9230143989084585,1.1988978409197444,0.9769209294375152,0.9710260351990212,2.0,0.1796858626039404,24.33379931709465,20.060798801690044,0.4310466061695801,0.4696264806174015,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99324690753395,2.087085612318288,0.4267723660207128,0.9966177339650746,0.994591460960341,2.0,0.0215840476849594,23.108666822021405,17.50160983680817,0.4036373852731247,0.4035129328113682,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9425976370709088,5.997962319267023,1.6809496655461067,0.97087467634359,0.9646872140502564,1.0,0.189937795008077,20.93508944902345,16.172535698368865,0.4667149942791959,0.4420270839730775,1.0
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nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.95073180087681,5.169247062418728,1.1919693157301252,0.975054768193166,0.9714678981909972,3.0,-0.1070259594916107,31.38769899459405,25.90300890915877,0.2245264721285682,0.2557074712859222,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9926636711053416,1.989122648648521,0.3768832732362256,0.9963250830968104,0.9936572957980204,2.0,-0.1823924647041506,30.088204471906163,25.007121591134503,0.1239478195591967,0.2563347021470941,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9495203326957952,5.585632746250378,1.2848125336999885,0.9744333393103886,0.9710243771871024,1.0,-0.3476465805580628,25.05944524621881,19.932785947086245,0.2475239368364212,0.2288994071810192,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.97082728519447,4.11116856828589,0.7572832653518724,0.9853056811581548,0.982246091198886,0.0,-0.0090292075787514,25.668543761393867,20.68018406422933,0.3294634980975793,0.302861678946619,0.0
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nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9560516953969872,4.731674562006668,1.1460043961951802,0.97777901033934,0.9739487064659708,3.0,0.1717495822866186,26.459212426727863,20.302530271987287,0.4488182558999025,0.4765379497179721,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.94595329210731,5.771237243785183,1.7141569891814366,0.9726124505279656,0.967159307552569,0.0,0.0766734611098176,21.89598561028,17.81243297100067,0.3437360793978298,0.3012806793260449,0.0
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nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3865150479046624,18.85965235345826,14.514719610201263,0.6217033440462629,0.6074348843345629,0.0,-0.1780539767972797,27.620921306239623,23.767125113433263,0.0512969585403425,0.0931666762724609,0.0
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nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3720425745782746,18.300682457668987,14.121848972471057,0.609952928206781,0.6035253074648105,1.0,0.0927718788451211,30.65426272344471,25.8957827079196,0.3106405204279395,0.3254335083390621,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4261020070056029,17.6603283778533,13.621474009521272,0.6527648941902524,0.6165086545641211,0.0,0.0391462914543446,26.38084765544535,23.05936689376832,0.2658003233460409,0.33845049464698,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4089931518835086,16.92765771315078,13.236391463816409,0.6395257242625725,0.6222285685086717,3.0,0.0015185401255697,30.71458848608677,25.58900877078008,0.1228393905441053,0.1294994663057533,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3948006889155967,18.475035140264,14.3481922336623,0.6283316711510712,0.6181967764881747,2.0,-0.0467792524105317,28.57574193337893,23.87733431199018,0.1018302675755917,0.1626662066474324,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.964243671682466,4.631628518648961,0.9411746645857114,0.981959098823758,0.9798220207589609,4.0,0.2265639003937184,21.51206264335148,14.5219916683361,0.5900970823503908,0.6170850411198812,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9613949902409432,4.856021008563342,1.0822321940694988,0.9805075167161222,0.978172872166408,3.0,0.3768439762156328,18.58832727580028,12.717515790932271,0.6528527809411483,0.681776841417165,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.96419222572798,4.654060673601893,1.0371696655902192,0.9819329029201082,0.9779624896545714,0.0,0.048090107258264,23.32060035841805,14.802918545451806,0.4938062733217128,0.5453723926693158,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9556173322838464,5.1117000462691,1.1568951263518417,0.9775568179861728,0.972097861704974,2.0,0.4918451100062269,18.05333998559493,12.028972046367556,0.7180442847048345,0.7419829263359992,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9577861315296397,5.062798571337477,1.1368208665071795,0.97866548504366,0.9758011091798302,1.0,0.450964294440856,17.674852293683195,12.391090389852003,0.7028346156192702,0.7310020443207479,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.966327293517239,4.557572572433931,0.9585858182732352,0.9830194777359332,0.9832537297112568,4.0,0.2885551787933434,19.418435883792323,13.801925268217984,0.6098832455088835,0.5869886046277998,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.955732594444643,5.170031886829208,1.1402932081003156,0.9776157703889812,0.9733221314382964,3.0,0.4231177845395988,18.300399193231865,12.817068801041248,0.684576518121732,0.6780594683911099,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9720422510465084,4.098364122546495,0.8149707555684573,0.9859220309511314,0.9832609601668044,1.0,0.1797767580178428,22.06827962858151,14.623610643655557,0.5212244609962322,0.6034741088710737,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9656154427462698,4.574538420631429,1.020961498561603,0.9826573374298564,0.9789666387016956,0.0,0.1985959904824429,20.987450350545583,13.516141635199276,0.5235733068368669,0.605435306038193,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9621755978476404,4.754563520285773,0.9461157081976684,0.9809054989942728,0.9796733502425168,2.0,0.3733758892104559,19.27153845345479,13.390864511147726,0.6227656699214068,0.6281080432455265,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9631023833210218,4.787936774664617,1.0336324461280988,0.9813777985192844,0.9771960265407588,0.0,0.4321906594668078,17.008342055953545,11.621309146088244,0.6816108054701935,0.7043029179977023,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9524407856426044,5.301151189705392,1.1949513904848308,0.9759307279497316,0.9718285359839802,1.0,0.4770550774360896,18.19843292952676,12.20964057400617,0.7092327502141906,0.7471324289029071,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9676038899911724,4.348837038246275,0.9546149458851036,0.983668587554876,0.97768071531049,2.0,0.3788975236355012,20.255876432195937,13.94823846200553,0.6404016786791276,0.6807625291261883,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9548255854260752,5.196901846746439,1.164002808745459,0.9771517720094588,0.973134041590841,3.0,0.4897495427206295,17.56075210226684,12.106081742133885,0.7097727394559137,0.7150198178213143,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9544690006945792,5.316380025278285,1.1260067865545786,0.9769692936840936,0.9741365406856466,4.0,0.3876150379719055,17.742699688249996,12.806981135065724,0.6633250106140474,0.6332517872288695,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9537895896910564,5.288316900283481,1.213306104825524,0.9766215181784584,0.9737175946261292,0.0,0.2318398586609975,21.011386360765783,14.010607248085307,0.5726869994014796,0.6253001077086897,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9617337380256862,4.857526819336843,1.1093060369223362,0.9806802425566256,0.9753168908201778,2.0,0.3726393014838494,18.23531647080725,12.887684273535378,0.6354580000151036,0.6720452327467559,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.962258444817741,4.7214704495690745,1.001044174608508,0.9809477279255074,0.9784376234986109,3.0,0.423047429773712,19.12344246743148,13.393340592617022,0.6807163622435108,0.642119198712652,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9482567471487476,5.577994525816762,1.359739880423518,0.9737847540625364,0.9703349212862418,4.0,0.3750846868341131,19.21997850051524,12.680038734246354,0.6464053194751054,0.7244747715365563,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9695257934181252,4.261490005761992,1.0119549449915255,0.9846450088781888,0.9806423913919796,1.0,0.4118891174990743,19.009472085881743,13.253304023281904,0.6757805426051045,0.7074153519617882,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9609712563219176,4.807373746873402,1.0770373154325166,0.9802914140104392,0.9765361890036166,1.0,0.3197234745931251,20.68901482036782,13.62103906332178,0.6154016525385682,0.5926756749773447,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.952808950178598,5.330215905117435,1.2566505065070532,0.9761193319974292,0.9729046285584568,3.0,0.4632712616934397,17.792874021949213,12.3293914377738,0.6923494357276052,0.725494440018088,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9506783116961438,5.477941967795495,1.3188335840722394,0.9750273389890592,0.9710333272615008,4.0,0.4315786842971477,17.749855107110264,12.341626759505116,0.6735051198261381,0.6970960614666183,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9654711388637248,4.571070800044676,0.9933759960691048,0.9825839093700262,0.9789631981828716,0.0,0.4914641303537727,17.122220826727812,11.086115111040147,0.7051981535669107,0.7503987642438599,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9599691433801408,4.914411927120213,1.080561848708787,0.9797801505705304,0.9766820218409816,2.0,0.2197231472999745,21.18369463641557,14.20588488736864,0.5457648283296915,0.631112168537487,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9496693378977974,5.41897646268485,1.2711050084355031,0.9745097936775886,0.9717708083085742,0.0,0.3751759610547215,20.323470289654416,13.391959878909582,0.6418272713759516,0.6721141107824431,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9542952147824206,5.243202131717069,1.1577566681916736,0.9768803483269668,0.9720671881078848,1.0,0.4081440718108072,18.565563727966246,12.636283891939492,0.6576659647763785,0.6827258552283167,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9540313347678924,5.202825408087804,1.1428405786879705,0.9767452763775564,0.9747769526138924,2.0,0.4716272935725482,18.38227646224304,13.087241765574,0.700502739686778,0.6704781212693337,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9634016240132836,4.724153822499609,0.9751588719889844,0.9815302461624694,0.9788356697960277,3.0,0.2761668931237886,20.10491233345677,14.03758269036014,0.5820173694654384,0.5897974538031897,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9527278439066076,5.279264665045448,1.167362813333231,0.9760777858419304,0.973200408341723,4.0,0.4014692779317185,19.539570555671325,13.241731305003553,0.6675143045191951,0.7092734873813142,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.95136606117961,5.360836113518636,1.3189263252580796,0.9753799574090676,0.9733558577193212,2.0,0.4534576490012024,18.55727654823696,12.946799689602257,0.6955639416201121,0.7083725521244597,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9561625878772702,5.052809194163053,1.221285855906682,0.9778356651333894,0.973598979503358,1.0,0.2910841516667325,21.60949167978985,14.207487011734136,0.5787011050028885,0.6169527944209664,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9750866418840576,3.8132560444525367,0.8922686391898911,0.987464754810978,0.984217432252424,3.0,0.2435223733984391,22.28215654915895,15.047093162543463,0.5696565447520356,0.6177602187931889,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9477866568965796,5.512455967666232,1.3229495661316366,0.9735433513760368,0.9694870966627444,0.0,0.3504275297030607,20.65049795738974,13.55467928087619,0.6275814743240319,0.6386342111427737,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9635679382618016,4.590595762309897,1.1164263914080688,0.9816149644184048,0.9767852049566628,4.0,0.3434100162213334,21.1770167896219,13.974550485258987,0.6234033548872985,0.6849278583033706,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.948516003768106,5.591698168478055,1.2998714455132865,0.9739178629734004,0.969861915340226,3.0,0.3919179453967393,18.56930841926317,13.086541513843429,0.6618541098116537,0.7049329365185127,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9699772574570474,4.1487960788149225,0.9931950479082772,0.9848742343783004,0.979382340264464,2.0,0.3167336196684985,21.856496832003145,14.244149260892332,0.6083410826924238,0.6575581359108956,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9567015639514516,5.186457482614849,1.2204699053028267,0.9781112227509844,0.9738383438357332,1.0,0.2943751895587185,18.990616067128663,12.594030754763777,0.5851310136053045,0.6384107517395178,1.0
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nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9111246263041248,7.117015899832317,4.675416625202144,0.9636617536488684,0.962051105334322,4.0,0.0046481456541149,29.058048472286025,24.89703007637956,0.2370437450471748,0.3187945446852522,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9094927591488065,7.200186965650608,4.924236663736432,0.9635206694890306,0.9590596384784718,1.0,0.0651633181257661,25.63995937638435,19.21516654296421,0.2892727854039375,0.295992593578149,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8761648918981818,8.120289406884764,5.275477403016431,0.9459074845421004,0.9414601427223316,2.0,0.2504432902009383,27.943581343376422,23.059359127884257,0.503176363457692,0.6328137110595156,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9118816034244966,7.831909279485209,5.0993986772908935,0.9633928494406157,0.9588769473852442,0.0,0.2576570037433582,17.669974401587982,14.159098541167376,0.5215715143586529,0.4593776331180473,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8823018446547609,8.891877542821215,5.649618695218385,0.9465088097079616,0.9420509173626956,3.0,0.2744399036835599,18.54787929465986,14.315941881469014,0.5274654346005984,0.4335050255049505,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.867042425703054,9.293889601285676,6.06398690939685,0.9411114195495854,0.9339723892800206,2.0,0.3737496703000785,18.134105952487253,14.642086664999397,0.6215293881616676,0.6066177487479575,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8851536357198773,8.919284582399861,5.715912622388693,0.9495513192717238,0.947652940145511,4.0,0.3405970279377051,16.50330649325822,12.90649152792934,0.5840931941780712,0.5267131754090063,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9220418999257702,6.5934066051404905,4.647421581720359,0.9717996050320022,0.966845648856226,1.0,0.0742514333890803,24.78614838029464,21.204713100097177,0.3897822384691355,0.4781769548793165,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9118870341314164,7.632440881004827,5.012315241336363,0.9642411452978276,0.9606623026950204,0.0,0.254557350738695,17.87309999009387,14.251321676784926,0.5199569742144049,0.4834928572915201,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8956302983770656,7.923723163510234,5.141364016384421,0.954951188005301,0.9519199634757504,3.0,0.2398398484131441,21.1054335102952,16.352567558883727,0.4904646880059855,0.446312847446638,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9054229095296712,7.538142204683537,4.846243128913022,0.9596519579410112,0.9566469778351304,2.0,0.2090930972979278,21.47652886176212,16.992741603762862,0.463063069722216,0.4180300369010083,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8874250397696577,7.937728911742789,5.145590772347346,0.9509013002279796,0.9463503483902032,0.0,0.113142806197219,25.135349480582395,19.43605284300597,0.3820266981584886,0.4057884581823759,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8907500924382643,8.194046509196648,5.111750987737179,0.9516314971936408,0.95253637681486,1.0,0.1209921625259976,22.15805552139024,17.452913690929623,0.4050305513403073,0.3404242255225103,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9131081917981296,7.500430233494574,4.929978867358728,0.9642786690751574,0.960591805429582,4.0,0.2192662137030937,18.6116581985428,14.937829858585856,0.4974241412916299,0.4356145801543173,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.875954513559031,8.637867134452307,5.596558334722697,0.9445893808847612,0.9387469336640032,0.0,0.3417009177012868,19.744562651948662,15.88303526235606,0.5969102160206539,0.6041115068595481,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8950782308066213,8.074602170939427,5.20203529088973,0.9538709013733742,0.953283795532238,1.0,-0.0060822636073851,21.40294850114993,17.250492505777554,0.3579302816779127,0.2834484433458316,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8749343818988196,8.700868540577398,5.485129877271773,0.9447309567275056,0.9422674937714866,2.0,0.2572818555528466,20.544641652136267,16.085346414192585,0.5082208662866154,0.4819378708752397,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9151424251902446,6.859711771736201,4.557612172913581,0.965113614130518,0.9594769098838326,4.0,0.1063669873201449,24.823847303910107,19.62952842753063,0.3623738006381983,0.3706927581687503,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.878360787753893,8.399517828973716,5.329426378819991,0.9468369853463284,0.9462942498788964,3.0,0.2052353560687129,22.96421904566382,18.48188599426215,0.4555564598539312,0.4606593651581787,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8844233033201948,8.807893885785065,5.628138726095583,0.9484730213918088,0.9445689909769472,4.0,0.2808991433184885,18.02954889952316,13.859429472866369,0.5321559162666631,0.4772696221968966,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.90249431434205,7.500173979554806,5.05650517307191,0.9588617587854412,0.9565506253707228,3.0,0.2602531369852693,22.00260563971141,16.67980369927393,0.5111195038973185,0.511076935074299,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8776438303720379,8.53085788141067,5.482391228557303,0.9454961156616428,0.9441217254765576,2.0,0.2175136592076227,21.809254779681066,17.276834088193848,0.4804619121364143,0.4516192993292925,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8871556881855754,8.130223431237916,5.515488740235797,0.952317922084608,0.9448828689220664,1.0,0.2576986219765702,20.518741659464617,16.940629087952118,0.5678347544620548,0.5398945006972415,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.861270755811246,8.876633601249221,5.760691709830741,0.937861825213934,0.9325570089673176,0.0,0.2463459411534446,22.264512209130228,17.223002533847204,0.4969786114462292,0.5366471266931113,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8849254002947213,8.464750707953417,5.398880080218208,0.9485684393709954,0.9469228486214516,1.0,0.2255977298455901,20.297077078235365,15.92543891363342,0.4863844573794008,0.3993380080409546,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8986902971982393,7.254897900166117,4.876623757658854,0.9577392868042476,0.9552438230650956,3.0,0.2024386677195946,27.028383913990567,20.982421504209206,0.4562173858147991,0.465864407314672,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9123051560170068,7.644230655689196,4.934910068508722,0.9628676794781088,0.9599593548615302,0.0,0.1834632214864492,19.48450811045745,15.281135831949472,0.462722997624008,0.3935411707127987,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9057294372124016,7.376915914710614,4.958783584947096,0.9604658158926752,0.9567725996841324,4.0,0.2413050898652895,22.307240471507345,16.368296825396822,0.5028139410010422,0.5131888625686795,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8922647179954143,8.1839319356157,5.274098685600747,0.9512235055426204,0.9491257695297528,2.0,0.2586596113955012,20.27164220100146,15.374897880662031,0.5090578921247935,0.4766667602192693,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9048308774281848,7.408885630847402,4.98907747739636,0.961227433196552,0.9569525539454404,2.0,0.1912675945880249,24.4231973397214,19.869793042027418,0.4763210202748297,0.6439272831503075,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8939081123782149,8.083014797453906,5.243411141343348,0.9529962067175513,0.9488803145030952,0.0,0.2770805765889699,20.145108903569223,15.689894529061627,0.5281330790181076,0.4648556674163147,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9010575322403483,7.400535358514933,4.950625137354663,0.9583922530153816,0.9530133563334702,1.0,0.1849813743324917,24.730534430081885,18.32568607537802,0.4703781567379871,0.4859567199439626,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8893732882683152,7.816751579850542,5.330520363361508,0.9523177856299044,0.9408505715781608,4.0,0.2834650074538956,21.657732280161103,17.03045352043245,0.5368137865877309,0.5398909426322809,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9089664948007964,7.82263247873879,5.1249708371671066,0.9613050813946064,0.9588222356642176,3.0,0.1825631392917075,18.49338481487695,14.640100273672688,0.471587177208431,0.4252009959099807,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8818423414770891,8.161735071854613,5.090792984021053,0.9465672394731632,0.9476038852021188,4.0,0.1516311877833833,24.65057200236097,20.05122882551645,0.4122099516073148,0.4325535177225683,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8757107358218306,8.385097983662181,5.3022486620411495,0.9448256249801236,0.9448486811920472,3.0,0.190657769875722,23.75750799450668,18.62284628778251,0.4512519639161552,0.4126451950955572,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8820770085983766,8.15797979515871,5.133935409233702,0.947903629136808,0.9498482575887244,1.0,0.0453066666120929,26.948281542292545,21.92402177369955,0.3123141339015753,0.3080280848332515,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.923385272358494,6.557325380379984,4.579355918284714,0.9687489743741248,0.9634508755577208,0.0,0.0333699163176929,27.2470859915618,21.12976298003072,0.3029359796230354,0.5100878650383435,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8803475031790887,8.394158695399451,5.4245483121096845,0.9466695768900744,0.9449336415753488,2.0,0.1911414039133062,22.70678278135476,17.791103846755654,0.4518096562139637,0.4588759095582689,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.879451268175025,9.14186751581072,5.815938194077738,0.9448751664879704,0.9419290290063184,3.0,0.2734911420208545,17.864613359928992,14.03401212810407,0.5337779135219842,0.4858453843426192,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8818560499037096,8.678929508602094,5.564385403237713,0.9475700137806546,0.946267014366165,4.0,0.2735360799630674,18.802588129878075,14.769553607864813,0.5314022380263015,0.4525838549938087,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9096059704541318,7.595361655709373,5.007457231742223,0.9630805023444078,0.9610298478655356,1.0,0.201159988188679,18.74699341097313,14.729604139261598,0.5006841972147329,0.452506798165205,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9142501938759292,7.2279274177857085,4.843648793821031,0.9650278832124094,0.962250724877052,0.0,-0.1694197725234851,23.94090007688405,19.24065396825397,0.1825681313064535,0.2597792160095051,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.896099135424043,7.932301771433703,5.145505755508288,0.9544696758893364,0.9513978752447814,2.0,0.1212976469278911,22.62441354386073,17.929822129254095,0.3774121091197528,0.3196621827822233,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3717682442967304,19.138041922216537,14.929324645223549,0.6100942891018548,0.5990162166413217,3.0,0.0370447159498942,24.82844030272212,21.00365245273754,0.2086756934157281,0.2710534851828875,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3710443101628232,18.602606913992737,14.805907169324946,0.6098307028169125,0.5853602017643764,4.0,-0.0299268731937158,26.16249737188866,22.8363250478684,0.2448320091292279,0.3525773158385206,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3426951113404559,19.95920735827036,15.691398214314214,0.5860664606496266,0.5854968718085942,2.0,-0.0032364458869782,23.65287262829448,19.522567606358688,0.158774449164795,0.1335507898706742,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3540372317659688,19.784509693686537,15.507479762814784,0.5956029561951489,0.5920149968413392,0.0,-0.0411645811885419,23.91717734861704,19.627434065308616,0.0468103453378649,0.0141175415935601,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3291877753649265,19.687233472187025,15.312872799170576,0.5746478959894441,0.5832823097163541,1.0,-0.0268909357444571,28.13213498645396,24.546867790543285,-0.0793034056190563,-0.1222602917381188,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3345396518637233,19.477162405066725,15.089232580090904,0.5793364146980619,0.5880604423979108,3.0,-0.0133214964128582,27.95917685344744,24.763247738458325,0.034891068854842,-0.07178486154517,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3667500445083538,19.05186400992972,14.914376611563918,0.606351064016933,0.5948246928715365,4.0,0.034947620934897,26.48363999189816,21.50882845066268,0.2095488978483024,0.3497600783590883,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4094215010016161,17.970476828660363,14.149659050376078,0.6406001544691977,0.6005181158946139,2.0,-0.0421326033597875,26.411025264416228,22.601539563551512,-0.0190481024616407,-0.0094088231008144,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3766521255367746,18.397921003946543,14.5740836339187,0.6145006013707133,0.582416834220179,1.0,-0.1036981574894544,28.3879720820495,25.41527904635616,0.1084884221550294,0.1174994277817637,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3439010060182774,20.406230563082413,15.767700001773518,0.5869567125587792,0.5818325557194466,0.0,-0.0775134058779756,22.53144324390413,19.12153016387825,-0.1218161623546574,-0.1385939495413075,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3288084646399166,20.05056120739334,15.7814030290299,0.573979932553009,0.575151352220312,0.0,0.0449764090466848,23.958451614318506,19.309678761899377,0.2712025017056937,0.1069980247205417,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3189489154661428,22.18395436703823,17.108638245029834,0.5653176364124689,0.5537358757176777,1.0,-0.0329950320791545,21.201271528321257,18.00583361479267,0.0560848735716155,0.0404730123939608,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3500373428889437,21.21020142744328,16.221846347312457,0.5921519922492653,0.5759281068794793,2.0,-0.0387686217369172,21.71418519709994,17.82717047016433,0.0786190938481541,0.0744835051159267,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3635814392064759,18.79637705668838,14.678329954340654,0.6035124000647234,0.5975499768808167,3.0,0.0334363221444318,27.231073979695324,22.30837557355241,0.184154652681555,0.2816239766990535,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3329054658813779,19.89309719320128,15.296692605809149,0.5780758631467612,0.590305485150671,4.0,-0.0119187032507857,24.462118627566703,20.36953415411281,0.0783509618435694,0.0696853073571695,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3456786697513146,20.802626751174543,15.900475397275317,0.5884048272309949,0.5694313800495041,0.0,-0.0499710104499802,22.95997258966764,19.21579578404762,0.0082423169293762,0.0104755300729296,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3873891140418584,17.82753765226832,14.008131772245893,0.6233881774167758,0.6213831720675349,1.0,0.0564320339213425,30.7362484764351,25.97150153394858,0.2492872857451264,0.3357900938599022,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3229647491844887,20.676024785929688,16.26963537041946,0.5686787933535642,0.5600139307732754,2.0,-0.0171784986945564,22.72768620490793,18.636402707970603,0.038325969033802,0.0210450736794,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3415742795408069,20.1301840401992,15.906061965333262,0.5850139065007911,0.5845217286051531,4.0,-0.0113932497783855,22.741406424182248,19.0235151734382,0.2287063130747057,0.2272191296804768,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3756860446072914,19.775426551591096,15.155976054890829,0.6133800187654812,0.5954035397988657,3.0,0.0573560560630214,22.884466174416804,19.07592429570648,0.2398371742086217,0.2485190199704738,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3167900696831843,19.94710344326159,15.517390721628082,0.5637159306997253,0.5793530761208473,3.0,-0.0192051875263059,25.8415208949875,22.19210172505097,0.0363647248355197,-0.030052941176335,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3308341454518105,20.482130320700296,15.913346547606212,0.5756184146753528,0.5505459057093517,2.0,0.0565137610627094,22.93751644163228,19.275805339880712,0.2378869985452459,0.2399092979005734,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3243111935704194,21.45403053909343,16.55292809901424,0.5700516495364911,0.5641229042816761,1.0,-0.0428239327747412,21.85318339730352,18.48915262008258,0.0373121436393409,0.0090124642804902,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3238531216801298,19.693531943531884,15.198758186965728,0.5698546812846146,0.5813111719160214,0.0,-0.034862243573779,26.53064703680083,22.124685428379287,-0.0043993072420406,0.0010727894819739,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3332764668330636,20.326397124526647,15.740044350138152,0.5777447624720575,0.5749822167091557,4.0,-0.0385603916155237,22.911423578692126,19.09927131147147,0.0236094079017936,0.0101037409305247,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3427158106687554,20.198889967591093,15.919180166881368,0.5862667153846814,0.579630285611176,4.0,0.0128012980059604,22.97502151121704,18.73259137520037,0.1580487891256485,0.1749585997887436,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.369556623434641,19.51791119830273,15.1195070513378,0.6085072417879276,0.5804624866563146,3.0,-0.0005096480706798,24.345330242550087,20.226861505281285,0.1073227201179549,0.1632607262235076,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3419854323407354,19.77236955248125,15.633906673325429,0.5853279360329162,0.5822321907880038,2.0,-0.015962666866379,25.10976585942378,20.23372262187077,0.0478362984619178,0.1097227304596114,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3789646992478062,19.23070414747184,14.993093843790035,0.6162175320634953,0.595367605201719,1.0,-0.0075468981253303,24.351289563113788,20.325168014494466,0.1786332806652465,0.3001137324878815,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4112860047910925,17.973083788395126,14.063990988923836,0.6418321505307651,0.6053593788528446,0.0,0.0341204895323391,25.62778660416556,21.97345490946783,0.221939487530611,0.2484867170916575,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3802949692387823,19.70586266599896,15.13010812435278,0.6171182745160504,0.5941974596657984,2.0,0.0500191562824809,22.78093695936889,18.246986150070867,0.2559158746860469,0.2966471269048709,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3136135227667075,20.906243275675287,16.34229373987028,0.5603880207801144,0.5519692448423296,4.0,-0.037851950779733,23.73135699174672,19.78877006638963,0.0527410260799113,0.0219660629472342,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3412799905352144,20.5355542772152,15.84067843800866,0.5844527834791329,0.5847268284282302,3.0,0.0015120419339571,21.639951231036004,17.84546610457428,0.1321515466989172,0.1293873188246103,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3931209595888517,18.378290876414443,14.343160106082449,0.6276828080394932,0.6007254146466157,0.0,-0.0966335388471284,27.67183271071682,24.830456367292395,0.1300699573528008,0.293628133100712,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3681321542758141,18.309189899007407,14.21416916127115,0.6077202632885648,0.6069702143661256,1.0,0.0697869520827989,29.13171648409073,24.685211388567986,0.2781322182354789,0.345341883133849,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3601995998839374,18.048998155600337,14.106671312924975,0.6014128806680812,0.5881921163919576,0.0,0.0362753851681684,29.768716932859903,26.75271801969636,0.2726445625450319,0.3363879420990439,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3353856710254431,20.7660562425174,16.049588868169387,0.5796011779955877,0.5665600480036463,1.0,-0.0508368852237279,22.86116992378286,19.30111698720196,0.054683469672921,0.0092075033001764,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3517887185248541,20.361177779255986,15.78619816085692,0.5936575923550584,0.5852630822041741,2.0,-0.077926183219009,22.045089737825183,18.627959708383763,-0.0239786885070325,-0.0514202864616945,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3265301994602539,22.20353609786193,17.066674626391166,0.5719013624321972,0.5574216780027231,3.0,0.0256504657921129,20.6475955051578,17.64718288409741,0.1937326105867919,0.1815699231153256,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3183870832646129,19.562151522320583,15.221628897676716,0.5649898371987788,0.5840910566178638,4.0,-0.0262692814523384,29.09153594818688,25.674391867439613,0.0389771470804922,-0.1261673143452567,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3639960163085398,19.28991929003255,15.19306918118007,0.6039252397026951,0.5938135031917107,1.0,-0.021079703757441,27.277329370759773,22.49534259583453,0.0536534999384409,-0.0767203928573959,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3331409245005292,21.498538771902425,16.456126491858402,0.5774715631273999,0.5650714783815192,2.0,-0.0298373399482188,21.81713491087913,18.048273734197767,0.0614851563548547,0.0201663708182253,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3352499908101911,20.06430532452872,15.72703725566072,0.579208622125907,0.5742193727030395,0.0,-0.1091761462744544,24.46565450132976,20.842364297216687,0.0225056678967914,-0.0831047151776968,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3775911818650276,18.999428764857743,14.757074761035124,0.6151139834035871,0.5952523455280623,4.0,0.0179947404473391,25.189801274157013,20.851095665960266,0.1641452938438529,0.206473479412773,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3621489694490993,18.93401339266212,14.926234199186837,0.6021753455719816,0.590074837113128,3.0,0.0380793189882011,27.129164624812336,22.81745572582108,0.2321530774988647,0.3362858524786065,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9015313352386268,7.658060154112181,5.176984300369055,0.9583073760402122,0.9538029504858496,4.0,0.4292016669905351,18.73232310919954,13.524731443375526,0.6554780632341642,0.7270447853849274,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.895305033503296,7.971361589611672,5.242855760132049,0.9562182136472676,0.9522408968090468,3.0,0.4312829005772889,17.94109831497957,12.621955414304049,0.6660777970914966,0.7066900554947961,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8935679867661359,8.095656414651929,5.453867947092659,0.956043757726875,0.952472429180684,2.0,0.5265906398397409,15.785716455069384,10.861675798393035,0.7397850614994431,0.760082543853752,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8936100569246717,7.915573813473112,5.290537929794307,0.9551717308158548,0.9492143569681728,0.0,0.4103555553340291,19.442242742714782,14.084832219342704,0.6418109577869944,0.6875438482571569,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8923760726098191,8.070246331050482,5.295477940428853,0.9549130508928764,0.9515421255573598,1.0,0.493075583670581,17.105013020217545,12.879327892653691,0.7024491471779135,0.7213745732504858,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.904043266733733,7.717379906571137,5.236429467966457,0.9605682015131328,0.9561104247755812,0.0,0.385645776711354,17.788576054126022,12.662799062503746,0.6294506752214297,0.6705773178811324,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8953827667945348,7.900026188543746,5.337796376577712,0.9567649603686602,0.9512040741376968,4.0,0.4708259370677753,17.930030407289593,12.178685653007644,0.6920367580756471,0.7470340486614264,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8780050163603107,8.410018290139206,5.483452663192391,0.9474509061511418,0.944020961257854,1.0,0.5224040561983776,17.91089076593241,12.567374431047476,0.7387471485085397,0.7615346387290443,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8966561400445048,7.899918364836348,5.308401512491722,0.9570820011244148,0.9539955793823218,2.0,0.3956688355119201,18.76103906511448,13.11945509650101,0.635642733140339,0.6412091509087374,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8891192066299313,8.05112503630973,5.414884403667958,0.9533210820594592,0.9516600263680716,3.0,0.4488578576958694,19.07031399895288,13.089106432579111,0.68855290059739,0.7578738174830639,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9052863312930262,7.497972489964652,5.014543308105259,0.962514073502128,0.9611392711054944,0.0,0.4352539345062828,18.73243033574412,13.5676123653725,0.6621793599498476,0.671968863599499,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8917758401450202,8.143196933010659,5.391470980223112,0.9547757265289072,0.951111154586626,1.0,0.5076441101175704,16.38067415330118,11.59725143880185,0.7131991200848409,0.6819772302108328,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9037710710077674,7.714571174366553,5.239544348457192,0.9607315496675256,0.9551644847610048,3.0,0.3079142101871435,18.813768278257985,12.836991342116052,0.5930222291577851,0.6244329695062911,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8916536895847434,8.142692672144587,5.359263476012629,0.9542207545371604,0.9500082790313455,2.0,0.4667427152259332,17.103980403684346,12.428474062303392,0.68464019008814,0.7063731520147554,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8986583756988658,7.746173771505832,5.217367123391029,0.958382411804794,0.9521524786380514,4.0,0.4765221373777791,18.14930614284133,12.82460909245498,0.6949290784987112,0.7195161414448104,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9055916754568883,7.529082628974891,5.022754646263585,0.961626386551611,0.9593807825999195,4.0,0.3535224333507277,19.486244378242127,13.545573321117184,0.6312320307177237,0.6714453204093456,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8966756845122129,7.846905319401189,5.321471363815013,0.9562810144860432,0.952449155852895,2.0,0.470005182411037,18.03505057097278,12.709517382138134,0.6908856851575931,0.7422930001366734,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8894097997560477,8.159669705199994,5.368528867673489,0.9532774618733112,0.949683257519842,0.0,0.53927868912343,16.47473245881879,12.37580309046998,0.7365790449225249,0.76113477352743,0.0
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random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.896873976889827,7.983627098544605,5.135715104883079,0.956216101556856,0.9536152164144452,3.0,0.3282307944579948,18.73331257445728,14.104383697984716,0.5884444142715359,0.5856759020991961,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8890036459337658,8.021578033519859,5.393075581513039,0.953352195555348,0.9485862872125892,2.0,0.4413248477680709,19.438767342394257,12.877061687239934,0.6706560725312578,0.7059406760926317,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8830749768912716,8.414280882354365,5.512784997056541,0.950610575647342,0.948707004069266,3.0,0.5524896137855098,16.043950140452093,11.640851581295593,0.7442985534466173,0.7527513656827761,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8921149465659134,8.145230938269348,5.4724589778711,0.9534392277887846,0.9492133793800602,4.0,0.4141115890459839,17.693951493011134,12.096157985682211,0.6457037074051076,0.6595162829847254,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8943387104784265,8.191766518062295,5.461860604707856,0.9556700014421234,0.952470787869998,1.0,0.2923957335472188,17.894336598365214,12.208146442776878,0.6028025797423651,0.6058328144624389,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.894339632337478,8.013558446548583,5.3020167939804255,0.9554712184468024,0.9509805438685704,0.0,0.4143107508400272,18.21106250753926,13.243748805124392,0.6530767824439461,0.6763731315808272,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8988361258317611,7.836452118360324,5.1483917942306885,0.9584395357634394,0.9584995670099858,0.0,0.4484687275326975,17.728080641315522,13.620879007970478,0.669999677258792,0.6575106923085217,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8950693110410322,7.991665050540771,5.316205046627729,0.9561345395973452,0.959278328354058,1.0,0.5007404831373405,16.760009727778893,12.02628725193359,0.7081911664938509,0.6891356358216643,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8938730850979961,8.02470325488126,5.3691719578113934,0.9566199490424424,0.9514935940709534,4.0,0.4972210305986222,16.78882136972878,12.018700690430997,0.7073824113636171,0.7197109706327472,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8859804902503118,8.376242167752409,5.469722531125594,0.9510438767377982,0.9494712111631493,2.0,0.5157566028627687,16.117888888520614,11.667663050592129,0.7182005617266317,0.7669575337025046,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8989448697700945,7.7848151844903795,5.2193652427417865,0.9589974923097292,0.9557916851295656,3.0,0.4168057087480744,18.599080465921208,13.71886538698014,0.6507207371101862,0.6642588964913366,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8817059283790938,8.400720698485703,5.41449974766609,0.9483341002389418,0.946435973101772,3.0,0.4795861644390351,17.783808222321706,12.767292469639916,0.695950442973958,0.7207732332042475,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8865693342841461,8.233102780683138,5.446017909294564,0.951949706110372,0.9481281278840632,2.0,0.4637538161638155,18.041384430328467,12.54559449135886,0.6833509042120556,0.71904142297681,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8916303550668787,8.108869149215726,5.266949512120922,0.9530686050062096,0.950210426153968,1.0,0.3649036700080932,19.032680861227167,13.895184894152898,0.6215196037122962,0.6044729795315589,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9050481969571592,7.470492659607603,5.040281567712975,0.960057302935328,0.956885508527913,0.0,0.3575139287033733,20.34468328932045,13.734962999155542,0.6167972079833941,0.679729599328321,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8899084937265137,8.031066510509785,5.33117186676195,0.9549507609654296,0.9527154371583128,4.0,0.5187187823812298,17.752333903725717,12.2867945813548,0.7216466252770422,0.7375288461105528,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8836611833256476,8.24768798908984,5.450933898524188,0.950345807555024,0.946530984051304,4.0,0.4912259308296107,18.316809117201867,13.237542100257016,0.7016505384277569,0.7183224368685327,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.88720600461298,8.381074574023119,5.532492622154401,0.9514210522427649,0.9488528739488722,1.0,0.44786372954035,16.72231502325643,12.716728520987914,0.67137805602078,0.6928321298592343,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.900933281901672,7.660096337909559,5.157102245030761,0.9584768003409628,0.952101245202385,2.0,0.243931258110411,21.611945160522097,14.082375248048452,0.5404759357961049,0.6257648673467,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8894592550385351,8.150020016736354,5.495781319461073,0.9527991044365104,0.945308859109881,3.0,0.4345953052374197,18.31927396070421,12.520008034936208,0.6598142392268376,0.7045598991529819,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8891519284023697,8.07374021161322,5.33738479997301,0.9521615576126956,0.9444336944695698,0.0,0.500355463125917,17.95493546891643,12.87410153894601,0.7094365731452699,0.7319799709668703,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.896945177666798,7.945397448351194,5.305680187214072,0.9560323312481458,0.9534164343843432,0.0,0.3356372312014376,18.975584515742053,14.234155475371772,0.5929203944758608,0.6236900826899568,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8922068161618855,8.104720678964764,5.350355208320913,0.9540555524097322,0.9477515006884176,1.0,0.3750435229270558,18.70687720406997,13.051419462980236,0.6235398264896921,0.6444975371462107,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8897359883534375,8.052012605118808,5.377739694564696,0.9534185562602876,0.9522580255926184,2.0,0.491540483795664,18.10852064257181,12.789586134031714,0.7019005609716295,0.7534988085760944,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8959466885878767,7.871724740890455,5.259045681537625,0.9550960931895284,0.9549827430782832,4.0,0.4010262790489904,19.172473272704213,13.373275028715913,0.6453188305123667,0.6559846434731365,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9013295985283925,7.478740977747731,5.065998442072927,0.9584665548916704,0.9525050034101232,3.0,0.4243811238848747,20.419240429780537,14.466371808654817,0.6667336949206457,0.7223782503528023,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3690674577889878,19.417106411615105,14.876943921036744,0.6092418475651986,0.5880696236075662,1.0,0.0817369850920725,23.62515603225204,18.72862322812409,0.3634108396059448,0.3800580388235761,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3559137503792554,19.47098471296252,14.9906377491942,0.5980131681862222,0.6029314810950489,2.0,0.1545110074984749,23.295014690266864,18.102470632670272,0.4222772274715402,0.3810341262693585,2.0
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random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4016197154042162,18.532464786232307,14.203207014864946,0.6355136484747422,0.6291457086603681,4.0,0.0166910898950144,26.040399645625257,19.948782646371946,0.3173721721057617,0.3042820457672873,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3853979840398275,19.41524577254957,14.899893615582585,0.6225720633995538,0.6118904041570671,3.0,0.0506444531463636,22.739165036586645,17.859225148186997,0.3432099565933966,0.3223028974853545,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3818984552429111,19.18875870812095,14.751307039300494,0.6192210420471557,0.6187214559577464,2.0,0.0124056881407002,24.629512267546453,18.99797501227461,0.3102112397553782,0.314140247249087,2.0
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random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3686195633903416,19.195057727998407,14.7340958957546,0.608179617644087,0.6130807988849379,3.0,0.0772529654892878,24.711247779742177,19.27131678873476,0.3443768904055166,0.3096037051614439,3.0
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random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3636007493178491,19.354894958635025,14.89000591600357,0.604251733296217,0.5977805993028225,4.0,0.1361870496315413,23.57656391300844,18.575574615923973,0.3849588424820628,0.3999948615250543,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3805540455102629,18.97672426321125,14.41426199980174,0.6182574336577078,0.6063747781783978,1.0,0.09916967902488,24.58058225230762,19.29965145766344,0.3712580616965277,0.3862453650438627,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.391547590607484,19.067655885404488,14.650331704782204,0.6272614430849615,0.6158249575610888,4.0,0.0066670029357461,24.544453536565047,18.88400241848241,0.281175437768461,0.3266886654340017,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4016293001747441,19.19927216365649,14.430963844958262,0.6346332125865296,0.6340078526312094,3.0,-0.15511175513092,24.820518936605968,19.64598785433126,0.1219006145377679,0.1339121525156364,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3814899530000897,19.43740265664892,15.09029742293546,0.6187695786464327,0.6043475240266146,2.0,0.0319406825948247,23.04212995923175,18.068424710001825,0.331724773171215,0.3610685771203243,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3747282721450192,19.35295736317325,15.048427799539118,0.6138679521997538,0.5892140793948163,1.0,0.1094739689968241,23.137208370762043,17.751417922310562,0.3880046880895382,0.3852216261442809,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3837698985255666,19.34785268925264,14.914627059397214,0.620717041932596,0.6043848997666581,0.0,0.0374769188347179,23.31455935352926,18.33444945876538,0.3010161867656111,0.3329078623854584,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3619804590033617,19.44289883990377,15.157823301012591,0.6029659707731608,0.5971977719952968,1.0,0.0331638863592179,24.628188879724885,19.08509096440188,0.3314359877749097,0.349628102520406,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3624054502944607,19.7125806949407,15.259737776632589,0.6034173006292165,0.5926144283930331,3.0,0.0631600421158482,22.796495873616745,18.14899075382108,0.3428064849267214,0.3173326973443585,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4070656472282349,18.78952066524495,14.234908418097357,0.6392736858409391,0.6336055283227969,2.0,-0.096580055747274,25.82124474810371,20.810147795010938,0.1861314766444573,0.1790768403271503,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3747654878875048,19.186064607906445,14.651034806023365,0.6129688224182661,0.6160925608525096,4.0,0.0696830723381464,24.46323155038709,19.505918887730367,0.3284213779155824,0.3179536535847125,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3713815380143141,19.486512077249174,14.977002650968984,0.6108724540865595,0.6058322112609792,0.0,0.0271103834578446,23.79148670128537,18.55930266561729,0.3087867849471042,0.3021967120223957,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3644178950785652,19.626341197305536,14.926239877115638,0.6049152175584532,0.6066883334173067,2.0,0.0716618645137873,23.02581906100411,18.13396388111104,0.3751034714553084,0.3373948164954733,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3889380546329616,19.44377295723912,14.81081202124034,0.6245647738817905,0.6173395330096889,3.0,-0.0801916870783465,23.751627424296057,19.1388969755023,0.214071907710722,0.2371669343334187,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3783338912896737,19.646222981357727,14.83916900047604,0.6159635502148961,0.6160439031350872,0.0,-0.1210725735199316,23.92524690981906,19.4349842105068,0.1594522610104631,0.2013073397523385,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4012288817165358,18.870787412548605,14.37842040337376,0.6349924060366674,0.6240195031751545,4.0,-0.0398931534446187,25.34712247170396,20.14238444007428,0.2771652830861171,0.2688861530526263,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3484973254386957,19.624379131772205,14.99066190446075,0.5916051293768707,0.583735393534133,1.0,0.144763775142661,23.224163753453933,18.51435004751976,0.3935026569289682,0.4303059692981203,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3969254021485773,19.43700695500681,14.870940497363506,0.631440283940963,0.6115219847092823,3.0,-0.1453528096350487,23.53298419590508,19.072556284534635,0.2248584438916046,0.3036172898262653,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3990494276835127,18.98074126750593,14.432373448976652,0.6330795080984517,0.6035925613785316,1.0,-0.0754075926884261,25.38551781105003,20.60738917293301,0.2323507367512698,0.2990845242205145,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3903357917602156,19.060900240901105,14.502997795555547,0.6254582983426458,0.6292885414185261,2.0,-0.0171997372107639,25.00049291568113,19.65068721815045,0.2658574319939011,0.2288538445302071,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3765789097033829,19.377606953008648,14.885086555348984,0.6151014975404685,0.602368250224537,0.0,0.0215553482200033,24.002363395742872,19.050276010529508,0.3102495373734422,0.2520804084852058,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3837490413266375,19.522176745322792,14.997128257998297,0.6208410135727226,0.6125648717426403,4.0,-0.0124134693750517,22.948840609640893,18.430471283061813,0.273899188839402,0.3143425935197881,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6686769610066052,13.365594655531954,10.661107205514842,0.8180549717683571,0.7822182833976925,2.0,0.0999519326390935,25.4542183793919,20.011764986398365,0.3889360801989031,0.4575213757597322,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6295236909591251,14.056668598667406,10.900654385379625,0.7944718101651468,0.7745327640795102,0.0,0.1237249511834667,30.12678903767501,22.37704785087235,0.5451432792643129,0.6544509245314946,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7336244518043193,13.317030393253662,10.211267287678387,0.8578054781786348,0.8417275222688638,3.0,-0.6847765210357417,27.534462491160344,21.4682627108078,0.3117814003887266,0.3200298763948526,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6981422904286131,13.499004683804516,10.163155620368904,0.836890993843076,0.8297275585371083,4.0,-0.5794970987372088,30.022274800127285,24.01247032302168,0.3240242515516814,0.335045263877081,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6899660401824192,13.692125469213764,10.543499486835302,0.8314209568601874,0.813524925040082,1.0,-0.3270065803277386,27.456346945107352,22.01185253244452,0.3017194585543555,0.3387090691497678,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7405852583031487,12.93197611202448,9.5085289514867,0.8605778316562419,0.8533088998369359,0.0,-1.3417053289398402e+24,25627440590497.727,3761444241826.289,-0.0037967572227178,0.3014351886111091,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7439710514222393,12.876352488262285,9.582935855263155,0.8625388890043068,0.8447008959950951,1.0,-5.883811629943698e+22,5128790041702.306,1824508555981.788,0.2109439227719972,0.3244226001387439,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6277985345612493,13.638771365431849,10.625166959578204,0.7947352141077786,0.7726681520723813,2.0,-3.268606236383143e+26,499170646590527.6,242824498575487.3,-0.1743278235272385,-0.0226521468316412,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6789144025092181,13.173729971151198,10.411783997252746,0.8239687720986042,0.7856925454558359,3.0,-1.8479223811890288e+25,118745869861499.88,60020536788995.484,0.1656230438894121,0.2977730477093161,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7095231846070065,13.45216898478141,10.283081896551725,0.8429255850507,0.8295691679265073,4.0,-1.358461640317298e+25,84254333230851.67,23555240657026.125,0.1057137773396169,0.3544568755257106,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2154588556873381,21.101235165463155,17.07066335417195,0.4642924594399635,0.4294928417936732,3.0,-0.1776928833799644,29.01848831201085,20.78231961180104,0.1538853675599381,0.2979878870759224,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1908417037956629,21.77380151508373,17.32143259932823,0.437055908600926,0.4488498758966567,2.0,-0.2168169528710635,27.419783001465422,23.01385053854898,0.1352751946821224,0.1047058271002655,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2049689759883208,21.97303858352186,17.749758800118002,0.4528378959769664,0.4484393154436246,4.0,-0.2688649943710743,26.44915288741933,20.50261522334129,-0.030404355880763,-0.0203520283449787,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2024415848392972,21.755826760688848,17.541440899526176,0.4500994583787858,0.4331479242794775,1.0,-0.3094135207486177,28.42387282565228,23.900123433182426,-0.0660358447583347,-0.13085543580779,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2324699705735298,20.27173359381609,16.42877199932055,0.4824599305321554,0.4165759490777174,0.0,-0.0418169277321747,28.600057718996325,23.77033572396149,0.1483415631109435,0.1820351359278523,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1584323042037163,22.08349057052556,17.446308186195825,0.4048740034811287,0.4363184167835757,3.0,-3.954615896609361e+25,156776983490098.84,52597178711856.445,0.0188842786545867,0.0604132444029173,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2042960954592065,22.299568510706408,17.732809798270893,0.4536563098270857,0.4057012857795621,2.0,-5.724637010556511e+26,538119117964729.9,169604712392774.84,0.0710085563228899,-0.0874796964592391,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2205745417274713,22.336312368860767,17.967164948453608,0.4697970451736344,0.4653167146146829,1.0,-1.421467675614668e+25,82173553077103.92,15055616845276.066,-0.0005765924368335,-0.0906302841493936,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1831588945904688,22.3082756182026,17.89985576923077,0.4319199081480245,0.4116252180963485,0.0,-4.284916643891272e+26,458275296044807.5,93344051206334.86,-0.1931014546074627,-0.1910353156365616,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1742889736815569,22.276507854682265,17.76173882681564,0.421948236156678,0.424571099206588,4.0,-1.2050497425453551e+26,265185468481656.0,61410102608927.53,-0.4709415036135246,-0.1848564722108991,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6883858658625779,13.622382028146792,10.660562283246984,0.8305732160167623,0.803776161518604,0.0,0.275231595859724,21.131955648367608,15.57523797543025,0.5498838148909124,0.5524401957912941,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6550948544692199,14.27973824950818,10.90670469085292,0.8101423017102063,0.7832777133338167,4.0,0.4547445743839353,18.542172665724006,14.385859935630712,0.6795825975710342,0.6776096493357602,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6692794992215132,14.123426770823986,10.877765846833125,0.8189795371029952,0.7974045118818436,3.0,0.4311418971003558,18.24715056319416,14.452178926978991,0.6670869215911925,0.6247133946528188,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7052783770619666,13.472488695698972,10.466261012934217,0.8409508527233676,0.8072310918046965,2.0,0.263301669640928,19.796788226999467,14.96437475675178,0.5636317011560394,0.5849675282697807,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6766055023629336,14.010261188231064,10.718544903877508,0.8234018660532361,0.8045141507606881,1.0,0.3718294895236727,18.92199545744182,14.58137762603938,0.6337786725243055,0.5700563300054697,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6913311653956534,13.826916149049197,10.593856749311296,0.8316679246461729,0.8057868406924018,0.0,-1.7329106360909576e+25,94613619698281.72,20532864248308.65,-0.0498636700518372,0.4667994102314435,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6880583634617234,13.782197564139388,10.47749311294766,0.8299111726959967,0.8059586113156865,2.0,-6.747630708389603e+22,6081360879244.085,1133827460403.8794,-0.0163610861326905,0.4767344079243508,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7046965528747392,13.50522246959183,10.24858126721763,0.8395912108861698,0.8077557947935408,3.0,-1.138492477374908e+25,77447365608362.86,8137327260637.461,-0.017555820369701,0.4752372626505242,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.705446907405584,13.24712172529644,10.056435950413222,0.8399720943410861,0.8182378033178103,4.0,-1.7906081014336338e+24,33115852860995.688,4429506856211.367,0.1831157058697012,0.5022240902687776,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7087561508759217,13.130066748638084,9.95935261707989,0.8420505978482826,0.8090287204063153,1.0,-6.085081732387519e+22,6192660099196.018,934331204358.8925,0.0244121609307969,0.5079038425244823,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2551987515006764,21.05613140118045,16.743168159541867,0.5053177346585733,0.4894671500974411,4.0,-0.1030200193634969,26.07440743897788,21.23170489185254,0.1294662116181022,0.1800184667601708,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2022353757517057,21.68990110790344,17.38045856653755,0.449940649271617,0.4310529906055664,3.0,0.1257868290761435,23.62186128340732,19.62663532166922,0.3638634488802006,0.3210168653966086,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.203165120199618,21.483564192826822,17.286303032813088,0.450993665951067,0.4267113179928654,2.0,0.1265054106949916,24.375493102338773,19.48919223594515,0.3683752696773371,0.2918680657081176,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.1875151743200771,21.943543685900973,17.555199302443977,0.4332336364235011,0.4206763165112985,1.0,0.1796768905158993,22.64086588110956,18.52710542708834,0.4253832450694123,0.3853606277235812,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2071198637547433,21.88143658668119,17.58420898691591,0.4553411693158026,0.4386156274556214,0.0,0.071435797680626,23.15301086992323,18.91005305921446,0.3063744629396322,0.2812432686950433,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1964179417490953,22.292096373912475,17.994421487603304,0.4435784423677719,0.4141527120574113,3.0,-8.478101165392358e+24,66575000069469.9,7129801510356.299,-0.0554615056949586,0.1846642788812798,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2174083664214542,21.295759226782927,16.877296831955924,0.4690110269321938,0.432160970233742,2.0,-4.276324692446507e+24,53873867088475.75,4004413004276.901,-0.0575374884602436,0.2796700560966513,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2355524265675576,21.35320030400925,16.88607438016529,0.4911724003905268,0.4668490789802668,1.0,-1.2905819064287894e+24,28026357232383.44,2083182727167.5327,0.05170715715601,0.1026903776204549,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2056631369475851,21.51951776011952,17.214848484848485,0.4543981946495943,0.4191461620201165,0.0,0.0051972683138015,25.534990617902206,19.875690607734807,0.2653208691972,0.2834842504386297,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2164508342068205,21.653486546381508,17.174435261707988,0.4668288054964448,0.4343885352482698,4.0,-3.5924889094721708e+25,146182912730398.22,12039391103264.06,0.0534470895428284,0.1461752684259981,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0081317059239036,25.03179831778516,21.300076088466525,0.2224881413824596,0.102425506878789,4.0,-0.0015434053844904,23.306074971050897,19.426466175154143,0.1269487776662884,0.1245988479188568,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0008236677373858,24.05061566451412,20.24864225579317,0.207884344629391,0.1103049946605695,0.0,-0.1348336707962032,27.073581626064254,23.77102441850877,0.239010666757943,0.2717723765005106,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0172826424333882,25.22549181785364,21.460283962362148,0.1996354899720177,0.1099878412247043,3.0,-0.0017923440510703,23.31776554513204,19.48499949461041,0.2348795927519009,0.1515535954940269,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0007624926751432,23.950544927971816,20.106311812782288,0.1878369778633102,0.0452052966032654,2.0,-0.1268684050290265,28.61797065142722,25.460277350595067,0.3551326114413455,0.3528899704633518,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0015557312421954,23.948876806074207,19.89111233673096,0.1046875766368724,0.0420165743932003,1.0,-0.0418697915476511,26.244976622390656,21.66205551958314,0.316276681467935,0.1187880321355417,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0087475171308957,25.440107808313225,21.54214978878547,0.1818094567247761,0.017872426575582,3.0,-0.0008284510951246,22.4064806028166,18.99272117061892,0.029163893548226,-0.048513787009483,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0006377465307152,24.15000910145441,20.26227852457629,0.2100688460736468,0.1133096711565641,4.0,-0.0381171714439632,26.41016613434288,22.71069580925836,-0.0955019795215075,-0.1388070372263482,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.005036775342109,23.570372104775537,19.88952860797342,0.1654677263172105,0.0281930791561309,1.0,-0.1416713374063929,27.473890299252265,24.57742478075645,-0.1142524982061944,-0.1347184536174276,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0035176928677496,23.970205526483543,20.180089134623987,0.0325983194083396,-0.0096504883290112,2.0,-0.0010452456595242,27.778110879995246,23.36980742147146,0.3845061588510888,0.1929634328780895,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0009735553250129,23.19693678731107,19.45664827436336,0.160000079267232,0.0528957762166693,0.0,-0.0800089760894287,28.910832241119,25.80265358943565,-0.0718269703927438,-0.0849762834292489,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.923367065017797,36.3007940618554,32.27463282478716,0.2411478918030861,0.1858009190107246,4.0,-1.2275660563745396,33.79789132114365,29.484528155856665,0.1666399045251539,0.0091863941527689,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5592254448218865,32.20912835834093,28.561781590222104,0.2086368378873185,0.1096155368852783,0.0,-0.6235892776766583,27.69943742361306,24.12579512723692,0.2703879932655405,0.1374569096111094,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.182901396322096,26.965555839619107,23.612747876887425,0.2121561484792442,0.064591197327396,1.0,-0.3658551728474541,26.0378813391369,22.70192671364885,0.1673516654666674,0.1945715435966559,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.4391561456230977,29.358028671582364,25.81409674745312,0.1186602135063848,0.0920037562145364,2.0,-0.230268699010165,26.854650986105685,23.554819410674423,0.3433340900537114,0.2582484161850253,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5888739535561933,32.59156964114058,28.99814635458209,0.1978332440633808,0.0763312295285211,3.0,-0.6135381124815698,27.733446172293046,24.053136197392814,0.1109097144341037,0.0124389570524146,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.3595441302740545,29.2638546474696,25.689026198907456,0.1779977949685821,0.080046731735194,1.0,-0.3309566013210792,26.09139052877068,23.03701540778665,0.0204030231085073,0.0665736872734762,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.1800230990426341,25.065978872345315,21.79673687651546,0.0810535185222324,-0.0266988316653677,0.0,-0.1382831919428351,34.62420288009292,32.44836238334919,0.3624230597001509,0.5453819996631555,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2034991793232099,26.063167785489608,22.75435530759433,0.12789086762832,0.013607074214837,3.0,-0.4578664109913515,32.39047574776824,29.31489689185184,0.2662198602154205,0.2239075519702676,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.4562088402198292,31.261988145837098,27.724587745245984,0.1435239856477458,0.0648574074217959,4.0,-0.4773611865294564,25.06646244457632,21.806034368627213,0.1817573331934426,0.1055717060179038,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2646378799633719,26.58420601981748,23.26223524227168,0.0088958670344696,0.0631360436104152,2.0,-0.1358370249240703,30.20172526537801,26.778741434733067,0.3776469132411831,0.2311147682963881,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0038470095244824,23.17093763206297,19.57063296543356,0.1124108297308499,0.0243220122710183,2.0,-0.0495682496876697,27.56681997826844,24.11356191773728,-0.1661357448491086,-0.2544760187910071,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0006970061120159,23.978254736446704,19.97135897255986,-0.0251923707178036,-0.0853909232973666,3.0,-0.0557086696190491,26.55428610563768,21.467356874302453,0.0237914400156631,-0.0595071668152751,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0021381829623812,23.72588675197961,19.800050582557365,0.1012551549844646,0.1596866273330901,1.0,-0.0371627920792194,26.869338668126804,22.046523352486744,0.014190559345828,-0.0365195343695257,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0002736761581827,24.019517437494027,20.06905766159039,0.0999461263699276,0.0192318799266854,0.0,-0.0922153822888511,28.382734860315782,25.382038688659662,0.2031128985297191,0.3724163457113593,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0079167856622939,25.512450546887457,21.70460452190897,0.0518266353829417,0.1009488202245574,4.0,-0.0360250052558241,23.14435459833488,19.91532809246017,0.1190624616457372,0.1515419929408908,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0032138514830617,24.46171340870649,20.712689200457405,0.0482107709775946,-0.1061796485995674,1.0,-1.0530544660714014e-06,24.65288128137528,20.230749925117664,0.1969827929578483,0.1109006411458565,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.012327973145835,26.61227479248658,22.77362058141676,0.0926846495655487,0.1414920794970653,0.0,-0.001871847776514,20.28775764589658,17.287669702283214,-0.0897186260230029,-0.0282516735252782,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0017549823101068,23.70565377326374,19.78741185058248,0.0791800684882507,0.0079651014405849,2.0,-0.0423304072940604,27.040201682585536,22.075138573106283,0.0732680501921244,0.0726949350716854,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0134443710476024,23.169462882303552,19.6073732890651,0.0435927427610282,-0.0141132801987195,3.0,-0.0060069307162247,30.6889716663406,27.431028229151018,0.1961840407006574,0.2528145891512716,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0003814918177484,23.8613504200093,19.883349907320007,0.0774668953825564,0.094562546246774,4.0,-0.0419508615866373,29.93890321903794,25.00043235960461,-0.1296084633884188,-0.2362231730811242,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.4380648642237774,28.199062681610755,24.72011083998548,0.0876855271458477,0.122097420076862,4.0,-0.3198573034547443,30.719877788602805,27.16011180366136,0.1100296972836405,0.1728209945055451,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5126084346875248,31.629448044919947,27.969559360999,0.0298670010746714,-0.0546704532504995,3.0,-0.5024475331677087,26.4880779217896,23.19371645216974,0.001608665023949,-0.0585362075064538,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.3948964003357125,29.94738206836376,26.429836585778567,0.0433685579649491,-0.0153694251927095,1.0,-0.3734840478815207,25.671049987271243,22.40004077234576,-0.0098817616580731,-0.0513082469967261,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2762652365268163,27.80015371281981,24.322369301919508,0.098048316805694,0.0180698455347001,2.0,-0.5455673058648769,29.549271325749025,26.23448820981113,-0.1275641204214958,-0.2400571653483675,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.4548916425473053,29.44904046087365,25.91477264988477,-0.0050033575944969,-0.0386922276428498,0.0,-0.2216582798767112,26.859677599240666,23.51846556776152,0.0948317597566677,0.0232560126671521,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.3546485086491375,27.58202820190747,24.26546692884166,0.1180695264480849,0.1391736063706567,2.0,-0.366241968391465,30.93231094193258,27.15527708772753,0.0481732790465466,0.0962391865683063,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.3749526114220225,27.74336901058066,24.258088796593817,0.073650365793907,0.0321517031105508,1.0,-0.7593803668359331,33.64667887850275,30.14788888684746,-0.1486775306548431,-0.234367744482879,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.1580586863430695,25.673050720999168,22.39452710101845,0.0564060719479395,-0.09468323979358,3.0,-0.0105379378710195,29.484147731603965,26.20275257655552,-0.0210033092630463,0.0147019046054402,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6248974842437274,33.52073356439068,29.68472690408564,0.1437792713286131,0.002891773224064,4.0,-0.7579334959333217,28.30629410209047,24.858341968046226,-0.0464811395860009,-0.0357101422689757,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.3717942656667037,28.51341004105208,24.998539282937177,0.0826859356308801,0.0001600520573125,0.0,-0.8177986019857753,32.517226421405496,28.84895557948521,0.0281222464596352,-0.1172714986256686,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0006058231558394,24.30409115422908,20.36936654293176,0.2363758717502297,0.1383886049629411,0.0,-0.0006334089311688,25.245302786471164,21.03164682040557,-0.0022686937735304,-0.0653582511490827,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0020466890687964,23.80411391103781,19.91879521351544,0.1872862426449321,0.110946269515782,1.0,-0.0001965403003558,27.111874778986323,23.014140168079354,0.1636698863074253,0.0677334218783006,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.001092854579473,24.14047447122545,20.233434464215577,0.1894381185817843,0.0752119984457631,2.0,-0.0056170318431489,25.933546947102684,22.007130002185125,0.2022166823220175,0.0890607579706931,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0017428412067079,24.47931984607659,20.608475888254883,0.1622971449535075,0.0151025946951847,3.0,-0.0004502348721286,24.60602871758983,20.38998480781008,0.3116209858415364,0.1348695289090913,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0024666293759347,24.672332250785058,20.84265139619181,0.1835414676363086,0.0403527454031294,4.0,-0.015381752810555,23.98920943913465,20.155111811516694,0.1931092701431369,0.0263907612156832,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0037715634774109,24.569789508725044,20.57980642733824,0.1393182675696504,0.0692947083864752,3.0,-0.0004506403887236,24.279373073406507,20.701931755108067,0.0802758472424245,0.027924613018575,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0005930539819598,24.69883317491578,20.672749993820823,0.1505780440641577,-0.0051774121423117,2.0,-0.0168848479130585,23.74615676019736,20.31818548971777,0.0392954411046908,-0.0126528137443206,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0006226398856494,24.41231810910025,20.436603864139105,0.0953790803581022,0.0119726809855823,4.0,-0.0068321399205375,24.786418795086963,20.247919319953706,0.214911077679167,0.0814397804261034,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.004420286413439,24.83273584298024,20.966630340239888,0.1179706006380591,0.0410985399385592,1.0,-0.0091852454008618,23.385635398565245,19.87376531527187,0.1818979860828628,-0.0145823902570817,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.005069275966582,24.83479963428368,21.07070627974413,0.1549141216022276,0.0137219048127082,0.0,-0.0179845669439306,23.486901873013785,19.7762756870333,0.0579796505705834,-0.0793401458958718,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2580798518683644,27.745210399829013,24.359829846216627,0.1916444450059681,0.0384820125981343,2.0,-0.334744192358021,27.086639928459213,23.65421018484547,0.0988858135329948,0.040383232101145,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2557599579708023,27.650253634548186,24.291029480022505,0.0720248875115661,-0.0203811481643326,1.0,-0.2946070149100199,26.988430908553266,23.4897857084327,0.2683318316652527,0.1197004581594021,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2401853535628264,27.496102932018648,24.11729318413853,0.177336668912691,0.0352666626266231,0.0,-0.4931352539396734,28.522175065387486,25.04007923358053,0.1419494414602067,-0.0086959076985601,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2713335698509334,27.264902346762504,23.767341664632163,0.1760601275190672,0.089660514149747,3.0,-0.1679261855021334,27.67735766244728,24.78417110548493,0.183580384302736,0.0863390662254336,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2664163802486365,27.187974689706977,23.73548674990651,0.213984388134082,0.0903702805877969,4.0,-0.2125952019971924,28.36054338253537,25.281780834724888,0.1091126678258609,-0.0326921190228069,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2084340967115832,27.71299944957477,24.31759819325008,0.1191938391735124,0.0441259256345241,0.0,-0.5960272517695986,26.447436255600223,23.13023563954053,-0.0782906670945914,-0.0294655389501109,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2456097825539878,26.988980876775663,23.645566487588173,0.1133253684261942,-0.0242552060358122,4.0,-0.1599560412739571,27.60155941032989,24.15646694541636,0.0637192972835032,-0.0823754640583937,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2279124111657466,27.38611743404105,23.96470771074952,0.1729619496644956,0.0540281435553726,1.0,-0.3510767879309717,27.29137045036808,24.08520798656821,-0.0791414325216152,-0.1042673732297745,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.1960165975834649,27.53024858330761,24.11748693608056,0.169198922056082,0.0653544905278422,2.0,-0.5874516988913239,26.520467970517814,23.30366305019316,-0.0493009607203193,-0.0434858480963235,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2390835488298253,27.15556647837736,23.85764281932316,0.1468908251612728,0.0683953601774585,3.0,-0.1623458799069177,26.728617409172184,23.111593175224176,0.179578836217487,0.0608660213398082,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0020122744609047,24.687179478845216,20.84178265385063,0.0497876141270025,-0.0007446766249396,1.0,-0.0295114025663447,23.97110151409153,20.298304010886515,0.0408214625921242,-0.0335758015911111,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0022751623564059,24.55909816829991,20.790134237620457,0.025725016263082,0.0110051851588949,2.0,-0.0058198262179494,24.373420009986702,20.079999215141843,0.0674852741962981,0.0120666720337245,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0011188248853786,24.52836036357532,20.693130681692075,-0.0590602531779041,-0.0966115547741857,4.0,-0.0096553481055829,24.45403985312892,20.280752474958724,-0.1056938511023356,-0.1048453835825161,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0026655829889634,24.371064779354523,20.3589836177353,0.011197838755994,-0.0591607921375036,3.0,-0.0010274609802087,25.019950739615727,21.30791279070944,-0.0198169262411611,-0.089970449194779,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0006864853374792,24.52782537291794,20.498662753985275,0.0552911637479294,-0.0242366052751275,0.0,-0.0066240215578119,24.40922320956042,20.81679111965453,0.0037125727421309,0.0108948575701825,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0026352303839973,24.464760058657543,20.573397957878008,0.0819601291712374,0.1006020116474335,1.0,-0.0243111010017269,24.89471112973472,21.456974674456685,0.0645420504207701,0.0993721922707329,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0151805776962803,24.629529377249824,21.0272883095229,0.0485268630645117,0.0068209189877869,3.0,-0.0063516586148706,24.71789263869164,20.879051914952736,-0.0815373765964169,-0.059743384538065,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.00144395036614,24.58745458989432,20.665070574001174,0.1022443159909357,-0.0231365703418457,4.0,-0.0005684376322871,24.15873333363653,20.09824460108636,0.0353831622254252,-0.1259886126549171,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0003850741406072,24.463374540382937,20.43818567743643,0.0983006812027133,-0.0550473737739104,0.0,5.58136847739199e-07,24.598253373965765,20.54014679123684,0.0681233348990312,0.0152777524162533,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0051504459615285,23.887684482589343,20.0573485376027,0.077530000259994,0.0072877644987843,2.0,-0.0065133766258174,26.83999721806084,22.61791342635181,0.1439147575276512,0.0700660447825867,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2421559102444677,27.39296491495039,24.015088316441894,0.0787205163860643,0.0840726509780539,4.0,-0.2386118133423382,26.841103394882342,23.484924237161707,-0.0301652003821254,-0.0380273991040356,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2788850699928034,27.38125901559,24.084175980623105,-0.0827245196881754,-0.041063366553463,2.0,-0.2138375598522326,28.144629213244222,24.39283372573432,0.0483441666150387,0.066104451471048,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2615190167696859,27.44443402810719,24.045540910410818,0.0907276053835865,0.080146711121557,1.0,-0.208742878450999,27.12613167502549,23.82711856905268,0.0721841268751687,0.0476058030214445,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2473692830116465,27.614604008754405,24.32792280969541,-0.0326154660487006,-0.1269268073427544,0.0,-0.2342215768220175,26.100800626744444,22.39993203178954,0.1206378444907161,0.0354373364636234,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.2646178441753575,27.181943960072545,23.79195647058408,0.010428146077377,0.0719329435540708,3.0,-0.1521771168480523,27.50362662139305,24.20050423975149,-0.0211773218906165,0.0335076825783153,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2153338541795109,27.040041433242205,23.664321782766297,0.1069797057786995,0.0178697626036435,4.0,-0.3214480573807887,27.856281369921906,24.51127843024322,0.0526242164550336,0.011919511332325,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2469421429908747,27.370028132916303,23.92475755360501,0.0921824303110954,0.1545881928367327,3.0,-0.3232096406039773,28.008591591055257,24.86230508456573,0.1116295135986625,0.0795574067488865,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2325722218468431,27.27710671949258,23.88950341048648,0.0790175001762323,0.028263654789792,2.0,-0.3381903663295214,27.854472625450114,24.51011138241594,0.1930795631099479,0.1007061602286507,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2306984423769951,27.195248425678383,23.94098549477653,0.1116954607118811,-0.0113559160353216,1.0,-0.2744404280360462,27.503985011372148,23.65432830220428,-0.035324252123807,-0.1635439446550318,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.2701569521097955,27.13324250141708,23.793454896700943,0.0195172354970314,-0.1049254818555884,0.0,-0.1137435862753568,27.283086407790385,23.799998156299903,0.2268676438819156,-0.0105808358430208,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4476843677019416,17.145007767667984,13.30470580637877,0.6854707589320823,0.632126226708996,1.0,-0.0034937290091867,28.646683911130005,21.241819856987625,0.3639680413857543,0.3560665600380821,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4382781812155134,18.49940907732147,14.733297372912055,0.6883624010623361,0.6640733509584712,4.0,-0.827850381235895,29.931299977513245,25.22888030497233,0.1789862351680796,0.1919402484558818,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.482302293763661,18.445812936759545,13.940548907373056,0.7029423354616926,0.6854486448038462,3.0,0.0707766554071465,20.55391528198121,17.035931336833702,0.4751856174769959,0.4639776266961547,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5189682550795747,17.496975461722364,13.68375047537145,0.7337117474996047,0.702590080774693,2.0,-0.2799116347792294,22.99519381056026,18.77909589131673,0.3171446009900145,0.2874880465256194,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4088796802973634,18.29310791933103,14.59518054563987,0.6543085454740016,0.6452090978992969,0.0,-0.040230423478625,28.51130976425156,23.869256923419087,0.2488734406366644,0.2190412953600448,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5004163386374763,16.30960819692471,12.77936520757024,0.7177782711525593,0.7010783112110816,3.0,0.0653691483979803,31.37434578270049,23.411430274207014,0.3887455453142758,0.5269422639650636,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5448739237165587,16.100044205486352,12.4656347144238,0.7411683501921011,0.7232265359711739,4.0,0.2258025465222156,22.763295659154444,18.208330946230426,0.4827163669795447,0.4278346788925847,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5142504040351796,17.40890805236062,13.593984857734364,0.7306404317720525,0.715591513240285,2.0,0.1089013906304202,22.11122886070872,17.193160604987916,0.4436777468351832,0.4579061560536909,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5664636314446918,17.160864966996694,12.86805062347411,0.7621882111595073,0.7484140655648085,1.0,0.1144941664471282,20.060332967656013,16.148388771626486,0.5253932699950484,0.4777431324724062,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6013480610412499,16.45232794934421,12.102788679641732,0.7892435099128372,0.777603422224171,0.0,-0.1620394545164525,23.58194949031777,18.921580471059,0.4177266479831117,0.4029282386203112,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4555237532666912,17.390067593973587,13.262873014112287,0.6760626813723434,0.656091645714788,2.0,0.0967349426023613,26.984448656695413,21.9691271587294,0.3433248630959379,0.3806874506763901,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.538760955794865,17.122222398001906,13.139921282473658,0.7346450159857674,0.713387830050545,4.0,0.1287057554212496,21.61286363681094,17.038769370838555,0.4683427205441321,0.4409173400254829,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5062077403337963,16.996292705439906,13.275587274853716,0.7123020903792499,0.6753282572002455,0.0,-0.0946899513266439,27.44348463619579,21.69818285203749,0.1697993891476169,0.2056281098417846,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4118155147335208,17.076805614856134,13.220225410229885,0.6427356139741827,0.6300378128291746,3.0,0.1074856257612391,27.533713353202145,21.58931962443937,0.3537604120320952,0.40080594541489,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5145835481200358,16.460412716891124,13.006666196328176,0.7180277745642039,0.6839369891754401,1.0,0.0574163050068006,25.508327416800995,19.91662545283924,0.3329481770585945,0.311787210937745,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4355440295527082,17.33622162944776,13.339147106467848,0.6627384870245562,0.6562899350612302,4.0,0.1182284712319824,30.47422419565533,23.355617135146566,0.3966082933266333,0.5326976873167275,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5847887998033579,16.502959002699626,12.440358115430794,0.7657666011341965,0.7463649896056304,3.0,0.2020513955538052,19.8866165772976,16.161984586569876,0.5010511793083334,0.4862049776029123,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4984998287112577,17.364907314664354,13.390425436515194,0.7105866872034146,0.6913585786445495,0.0,0.0928455232376704,23.044538169497088,18.242770891773457,0.4078005008352614,0.4004819233767538,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5343676046974488,15.893093386791948,12.36150039571701,0.7333707798570819,0.6892184682478647,1.0,0.0936325451476837,25.397357636860235,19.679176472305155,0.3271271797507017,0.3954172965608016,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4999739647312446,16.8674558121658,12.940072083521676,0.7136021439324782,0.7096505399842641,2.0,-0.1380872223077913,29.869654616032943,23.337752978007,0.1300849165356039,0.123537032192462,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.453519896663763,18.20813593897432,14.306268188255062,0.6844887326777351,0.6461672078342593,4.0,-0.3065344505570706,26.924088676083027,22.002404487494267,0.1925048921624393,0.1632493329864293,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4125694930678609,18.308964726163705,14.338894220517076,0.6723652858936268,0.6323341821499717,2.0,-0.23388442369578,31.32671441097128,24.138710021972656,0.0407319727682337,-0.0026272430321799,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4209211580037866,19.00265237129305,14.977638353541456,0.6626873297029588,0.6334961852953281,1.0,0.0421818691006748,20.831457546700182,16.76834879483363,0.4571011078029039,0.2942126241335248,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3557677686055148,19.538240204808623,15.30787344662003,0.6294365625071892,0.5859005741531559,0.0,-0.2035318758827258,27.26001794417088,20.51455579836797,0.3965707663706366,0.4458437117247242,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4635772552785701,17.970247425149804,14.111739294978504,0.6939203080107216,0.6711051272667969,3.0,-0.0142096147296653,24.53759659742126,19.678050966841727,0.3953942811304821,0.4038657544377597,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6397237886158964,15.727585578769812,11.99993930567607,0.8080326839028336,0.7855010847958375,0.0,-0.0748474627169539,22.17133883221825,17.649999703975084,0.462188280106619,0.441455133691114,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.545261726208087,16.786506866279378,12.558836625951582,0.7407904457816196,0.7328389462208057,3.0,0.0846970427683043,22.161051911395884,17.79290510335864,0.4040527208538526,0.3730912485652405,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3730180704479187,19.620799754898705,15.18687551295279,0.6212654391456027,0.6489302680225146,4.0,0.1387253372661996,21.505071769009326,16.476087679033693,0.3974191338745322,0.3243259194488797,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5123062026506137,18.30418411733066,14.203094467126345,0.7179175184651648,0.6979641956426179,2.0,0.2964846059276835,17.375198983150096,14.170776158117478,0.5810485971461257,0.5385247789958661,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4098471477879521,17.32815105321658,13.238365375037896,0.6504623308551418,0.6297706968773392,1.0,0.1710754011594248,26.30745325929456,20.87975600246708,0.4253207081437135,0.5013013876176821,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4363223209705955,19.276248850712623,14.983058270075633,0.6618098939221311,0.6207775885264791,0.0,0.1230861129535626,19.9891396606191,15.418745867411296,0.4738904370616442,0.464006886173076,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4155382277204804,18.565533196437705,14.822279155078608,0.6461882967873156,0.5974892830491614,1.0,0.0193886085691029,24.05553740768028,18.462848869566365,0.3453531019920606,0.3563730710478267,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3593063636825739,18.29717023321877,14.47175533760727,0.6010328383223176,0.5885822411654987,2.0,0.1995345314130294,25.425048005025506,19.68091477644248,0.470903658027565,0.4609560444315512,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3544065720715869,19.571550822213144,15.824717010909309,0.6027352685282072,0.5482738578813915,3.0,0.2142821973573604,21.60764399944446,17.792738237920798,0.5020416564126238,0.5273414129814611,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.443727991203994,19.55438280276144,15.331738785763797,0.6687677720992469,0.636877231590496,4.0,0.2354263357050441,18.63681397664968,15.380245956158571,0.533853852112741,0.4956174836844845,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5802283905021995,15.911659364851928,12.178880840877106,0.7632330164375687,0.7296537067686718,0.0,0.129014555923133,22.39561922614321,17.44160911607446,0.3923626791894103,0.3562641429275187,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4767779433442163,16.551150644557858,12.878673523392736,0.6933317259854243,0.6790930835284634,1.0,0.1918991489296501,27.402564037942923,22.16597903195549,0.4425597678544089,0.5070047799340885,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5193043488606347,17.153711882678405,13.246357774586896,0.7229905609691761,0.6820975354389431,2.0,0.2923304329983766,20.074481689372043,14.957344600831195,0.5662573281499372,0.598059784859404,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.460792808214771,16.739773206886554,13.135456203223995,0.6858283028759681,0.6835023346769518,4.0,0.2356393122322644,25.61434432597624,20.3911139274312,0.4872612328343326,0.4905253787675455,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5078933930917896,16.689496616289958,12.76398037742318,0.7149863069276186,0.7076690984720411,3.0,0.0130216367820036,28.187067911809564,23.66468712145144,0.2790602685242274,0.320009392830482,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1612680147962821,23.28791260618048,19.452578325529355,0.4294148408780488,0.3810693666463405,4.0,-0.0778493283036154,24.43570233756212,20.1733475555354,0.0732260935837656,0.096488844511278,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0777996690648332,24.61005397134632,20.48700898242313,0.3107752263373925,0.2955980726081281,0.0,-0.0821796467667939,21.48419105092785,18.173980779233187,0.0628932417790959,0.018334752990928,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0824972809196539,22.829968998738902,18.155462197673057,0.3030325559213939,0.3288392435228759,1.0,-0.0259109120052902,28.066422345734782,23.982569531032016,0.1614516025221579,0.0704583285839615,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0701175311239472,25.096817567855204,20.508349840112007,0.2744374104922723,0.2769126452484653,2.0,-0.1514150585782374,21.305977483023884,18.084554250939306,-0.0035595916140075,0.0076601680550156,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.118725887454565,23.51812160492017,19.14524252059199,0.3493017428985804,0.3432322410820689,3.0,-0.1858111113016207,22.215565008017634,17.983963895435174,-0.040476889757812,-0.0929627449030669,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.132000459525483,21.319948520818723,17.543317431741887,0.3782694822574237,0.3976225215644907,0.0,0.0740321329182248,27.3030317735201,23.235641705872585,0.2736958328180551,0.2623787361222542,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1703350562668653,23.08432541115505,18.43868567542112,0.4194658828584339,0.4050150870297542,1.0,-0.0440100310066751,23.197321580544084,18.53691721379207,0.1317362097608931,0.1037321700112981,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.181465247609084,22.156299995045792,17.59992137551895,0.4420747369293231,0.4263939683578095,4.0,-0.0809660479345144,25.419902439285327,19.773556117007608,0.0747054597589153,0.0045240151314979,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1278717866934484,24.598095175975228,19.880550879218976,0.3728424502752694,0.3582615574858606,2.0,-0.0474423951638285,21.378870785542823,17.243850534388745,0.0556367445024479,0.0493766038396789,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1224431935163075,23.043879945453327,18.8661589987685,0.3666463331163955,0.3877408208175871,3.0,0.0258601503404635,23.50235835966578,19.89410574255712,0.1797800277288079,0.0530015482804919,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1168147256367224,23.01628215109169,19.01764966055405,0.3425840161772008,0.3287818444945127,4.0,-0.0364832392200622,24.908049724742053,20.290697446500875,0.026416760228052,-0.0217290017138183,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0745641834133796,23.66290803052197,19.64417768490668,0.2799595957833402,0.268834925340943,1.0,-0.0152957440006595,23.92183807467078,19.74523242070125,0.1654204610120931,0.1037924110425709,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0456264329651407,24.350635811721205,20.23727210209288,0.2168493260261549,0.2234356569111514,0.0,-0.0551661113928363,23.114259968169463,18.98939661885356,0.0067134354087567,0.0129996643897191,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.016953580893777,22.48858033993586,18.35968753535295,0.0583006738330521,0.0616036099869652,3.0,0.039196527565443,29.02232796961625,25.82668457351813,0.2784612940835403,0.2507210698657341,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0421679943112818,23.291992857727784,19.283787180662152,0.2059815751283137,0.1204458144035368,2.0,-0.0673613471132901,26.365105821163027,23.28328573105487,0.0181849638969094,0.0030386100538523,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1481164039992636,23.04433525699097,18.995512281740947,0.3963141695560652,0.3905573605104235,3.0,0.0412431041888241,21.901045986623107,17.446730214146207,0.2042726318523852,0.2048803711285064,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1296767328711046,23.1953922348807,18.99204706646406,0.3717877349925571,0.3629696356452698,0.0,-0.0147834437077079,23.33173505014687,19.605559950893365,0.0506257574126515,0.0044423090641658,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1475636902266374,22.823961390024767,18.805015055156368,0.3934643912627177,0.3850841599256226,1.0,-0.0151206509613734,23.8410773556342,19.843035908384184,0.1146980743290474,0.0695489548427903,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1418084448294879,24.674265205957145,20.645708608386585,0.4109214122009899,0.3890076872968082,2.0,-8.963920567928163e-05,21.17456281433216,17.538467903526463,0.0941092364479961,0.0872598120130771,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0776998093586714,24.30074262462227,20.19509212041534,0.3276609185087992,0.300648060648065,4.0,0.0410281759424577,22.558750003242128,18.76798791494983,0.2711799393320271,0.3010056873718306,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0207143872217592,24.072743924551304,19.503674335042938,0.2336164368030807,0.2563428295069668,1.0,0.0220468217398303,27.38954292167917,23.21302896925241,0.2214022040281985,0.1203375313903715,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.042569458964061,23.51619151212462,19.133869882120283,0.2663563700949637,0.2319560755460057,0.0,-0.1150695120523712,27.017716037814147,22.089987029382737,0.0604209701863973,0.090743974082236,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0599048349708387,23.52094478926421,19.32954664055776,0.290390941485827,0.2450823765602842,4.0,-0.1049080601956899,26.168070134747925,21.527375892133744,0.063254193574368,0.1211709443738243,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0026237646659938,25.438215630352428,20.69922682446269,0.2096453609852885,0.2280910634610932,3.0,-0.1750385321231495,24.09077702485464,20.28976784028869,0.08751870342258,0.0554547181544939,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0157057703329334,24.769707593433743,20.63097926663362,0.2576488384636313,0.2653057404297765,2.0,-0.1893794031054381,25.12657736840395,21.82642547214492,0.0057077221137352,-0.0084155253775236,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2504492210020899,22.933047768911223,18.49097144325574,0.505720554898895,0.4859508311852596,2.0,-0.1985182520943653,23.76564077449188,18.852618913136823,0.0460833924555798,0.0338079555464667,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1210224504045105,23.6160257402109,19.23449237109625,0.3539807072552567,0.3464665439132852,4.0,0.0054628218091216,21.99331107913644,17.255523628953327,0.1474183099622479,0.1348408943174903,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0880140747555133,23.341211820548505,19.047198212008063,0.3237540130980982,0.3034406212431256,3.0,0.0647863466676582,23.393771776337744,19.39662885923644,0.2769292558249195,0.3000246021012874,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1861426333898288,22.231677287042324,18.192094301475112,0.4335678266035733,0.4301278278359119,1.0,-0.0510376266540673,24.072056321978835,19.592732468225005,0.0906652217243987,-0.0218135206274805,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1395532432169344,23.60258193046574,19.515534207509912,0.3964967957373911,0.3868702252386169,0.0,0.034443303202288,19.466361983863145,16.13348524751719,0.1885397629101293,0.1572231354638957,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1364936885544277,23.77909990808053,19.33339297579236,0.3748418131802968,0.3553636910906292,2.0,-0.0885291083373975,20.983658952319715,17.454315547943114,0.076741330160871,0.045677447425384,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0249060928976815,24.3895184600805,19.97054449724288,0.21059435556471,0.2012292688526636,1.0,-0.100452229444929,24.79084966474665,20.217157071229643,-0.0447326871279637,-0.0917383439697683,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0348353618820898,23.73405850106737,19.660234859048888,0.0750075643167408,0.0468083520181415,0.0,-0.1921932664360934,28.59366686641283,24.992076372026325,0.0796110374057756,0.0573490725550673,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0176652237610999,23.76727148465037,19.71442725072046,0.1218244297305825,0.0706559784823038,3.0,-0.1804261022556368,28.084633440585847,24.240928743017,-0.0930044822527779,-0.1157424143439678,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.032936788193349,25.08364838303778,20.73477171888085,0.2143682476508166,0.1820347635335963,4.0,-0.0225000380025177,21.245266705214654,17.631735016814375,0.1086447884004922,0.0714301164216748,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1133653758488948,21.898321701028028,18.00596346648698,0.3475463442987719,0.374293031490333,0.0,0.0288623943795423,30.15692613614181,26.34795657441816,0.2022830094495843,0.11444779281838,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1065990246315056,22.413095720598896,18.444114967701964,0.33691631811114,0.3558123742963978,1.0,-0.0172817349073244,28.575729475598163,24.83405757423684,0.1645321312136577,0.0564855686059061,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1631444563700912,22.467396885742744,18.558120790714018,0.4176018046117504,0.3787425640340303,4.0,0.0424452193435228,23.81706639484152,19.53065844944545,0.2106963929736378,0.246270932798733,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1479849265902992,22.92964122692152,18.9418177541097,0.4010134819190304,0.3503805357471554,3.0,0.0079700305128829,22.91304551549132,18.906436816128817,0.1357173624830479,0.2430594349846427,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0847024274538634,23.716470333527823,19.634012595655705,0.3385433538179226,0.3291196796682358,2.0,0.0135035822744614,23.501497277227003,19.17134571506131,0.1189965912891528,0.086780311247359,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4349238968987432,18.274691050452887,14.332373211699084,0.665192562346841,0.6408040870714253,4.0,0.3470285322049311,20.343499743715924,16.10317859860415,0.5988469845606335,0.5713604873054868,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.358318491489686,19.47255437758644,15.626031698285711,0.6050689398885818,0.5779453017030092,3.0,0.3635217825063019,20.077509233189968,15.811830540019503,0.6212414099706716,0.5689989487429873,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4511176789891448,18.036184531470028,14.188003952087778,0.6780466491378806,0.6579442817788956,2.0,0.3260114617529048,20.565885591154856,16.52198313760494,0.5854259506220515,0.5781185912110779,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.485257212476189,18.000365868473484,14.280082073479315,0.703899247684338,0.6774862685629837,1.0,0.2401766633001085,19.09258197690082,15.261984842627086,0.5343613432431611,0.5154083682262093,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4142267778724691,18.60038081985704,14.937756076108654,0.6715411588456149,0.6249562620972541,0.0,0.4445148570790522,18.78352844621706,14.845994597587795,0.6726951164641626,0.6534949920239285,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.522302969445964,16.995983790674746,13.340458230840929,0.7298244029396143,0.7050746455474532,0.0,0.3956480261619051,18.689484047885525,14.621910940665568,0.637634436022156,0.6353305587906647,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5123146558780111,16.88178477676526,13.453641418090536,0.7220211427463853,0.6900291517200673,4.0,0.3076109261545814,21.35620213395093,16.7760430124188,0.5595535566916314,0.5663499667302543,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4573263608494801,17.751045576160227,13.74277913537564,0.6795635696373261,0.6643003947029883,3.0,0.2717126650116113,22.051704961057737,16.647905245196092,0.5291310904132352,0.553422680495951,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5083886617188239,17.610646768656544,13.836340430328011,0.7198780618652738,0.6972889303513017,1.0,0.3219543545994756,17.65286238311085,14.327890806250808,0.631399983788983,0.5808459582004115,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5685158115650291,16.089222913626593,12.227839580199609,0.7551711557838905,0.7309067495966752,2.0,0.4034881474222404,18.89304871927014,14.904798695560318,0.6467952239449631,0.5703679155607857,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5099288625608293,17.48681927187863,13.632177440745773,0.7169181316902782,0.6883115566058544,2.0,0.234537408234898,19.503687596517054,15.470661803398343,0.5249364771683853,0.4889749560400884,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5037212725038338,17.37664628669313,13.47952450980784,0.7129805223190746,0.6925256139469934,4.0,0.2869392880439061,20.05021925715413,15.938006720358493,0.563222572808578,0.553761369250434,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4801240810959771,17.901706564285803,14.121638244823975,0.6960500265279821,0.6482625393205403,1.0,0.3459817643399092,18.49416639712704,14.55980847395586,0.5971068749311406,0.5750194825452244,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4922373879869935,17.56278296811603,13.649668740426952,0.7020701416596412,0.6911807808563606,3.0,0.3200071074354486,19.629432002272782,15.441003386355236,0.5753541065556866,0.5520799935786009,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3852960464777719,19.27811139922401,15.064524218307056,0.6275827368417344,0.6027333072774885,0.0,0.3427413612339133,19.40488178382908,15.377858411673024,0.5934406233921721,0.5804143812054608,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4465948653879773,18.107320574886497,14.312974253305065,0.6783665995060808,0.6448879084821676,1.0,0.2907080312181321,21.048674084371907,16.1358935702835,0.5608066962937086,0.5688687859984972,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4806374500481876,17.79962568836701,13.694837451756165,0.6973652579738888,0.6752250925430895,0.0,0.4717631973180269,17.097136136571745,13.700032632021614,0.6930960642953992,0.6777146844761025,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5187271186939484,17.025945261714767,13.009744127625934,0.7236750238013665,0.6960902901859499,3.0,0.3580537939342214,19.380090459712623,14.95906947604859,0.6181440580482862,0.6274256485420877,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5230810533179553,16.8689375676084,12.766980427714277,0.7288908249562573,0.706674275069851,4.0,0.4559643488867377,18.23553288354972,13.674382925613152,0.6822780565631767,0.6624462438473524,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5414586012176612,16.631396453518974,13.179846170521635,0.742385088594179,0.7136610430473449,2.0,0.2882501295254613,20.35408931320975,15.423736806837892,0.5417684060980189,0.5593428597118963,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3240227869179909,20.170177579048364,15.899248857353673,0.5871348566821958,0.5470915636882707,0.0,0.2240011317746055,21.40267395889764,16.86639566537425,0.5221415045068923,0.5298638646242296,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3764268271739232,19.48372848004211,15.5726775488906,0.624778924623481,0.5910027701370454,1.0,0.22774216680571,20.81094756817117,16.526151209457144,0.5076090695137269,0.4821208088900218,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.372830370075202,19.6964079714895,15.55521308776925,0.6139966108754409,0.5798885765354406,2.0,0.308288297924882,18.97190544365219,14.856673644260807,0.5698477615563509,0.5418355357472695,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.361590209613997,19.387114096757927,15.652200976600332,0.6203870284484878,0.5770827467650353,3.0,0.2294489469026291,22.13629715578772,17.67439599643096,0.5174610463968461,0.5110148949607628,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4038319034715923,19.00628942353716,14.932169682381897,0.6573952444620417,0.6355237070220878,4.0,0.2010739071611574,21.361675229726664,17.41325499603103,0.5467998494294861,0.4973990093684929,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5745719877362007,16.16411074821527,12.48453831509043,0.7611819809143588,0.7326367100555001,2.0,0.2496311727570102,20.14597019736696,15.436649521510246,0.576197220670881,0.5487378782134816,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4235353879673251,18.21438169768081,14.58767875608334,0.6702354856085727,0.6591407158271129,1.0,0.3388039828874757,21.453545122202577,17.0977959754849,0.5991016142145578,0.571688972830884,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5056061298631187,17.222257755817846,13.056442356293523,0.7172229936912777,0.6994469315102483,0.0,0.3362927630292334,19.87353849351921,14.905452515407164,0.5966118501102268,0.5176354769134796,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.491916700086515,17.28154821439784,13.053224555848388,0.7098448097930212,0.6847249206871825,3.0,0.2717673065480613,21.70647717539256,15.94018775644882,0.5450075915205035,0.5601296907823831,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4564440155344769,18.024368109744373,13.94976526185829,0.6851981529620343,0.6501540540855086,4.0,0.3973188652622966,19.10967470959233,14.70964655670672,0.6350102767769603,0.6506605906728945,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4138994511658446,18.93146318233384,14.867035834598804,0.6437660842516846,0.6307397245988297,2.0,0.2399897190399174,20.475857691558424,15.907447237467895,0.5085806077138765,0.5024722414650304,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3049092580122339,20.203105880265813,15.686061769832264,0.5524018385688383,0.5456344622314775,4.0,0.218722465105302,22.5183143840437,17.60232042133479,0.4699849152101344,0.4562448744914917,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.425095192989101,19.011759334994785,14.877922778668152,0.6586628937942767,0.6314418816278103,3.0,0.1555251121255783,19.85566001073448,16.10230953005796,0.5051989905435572,0.4577678431652207,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3450358976327093,19.73606016179004,15.659029925795624,0.5898588169055317,0.571221255065044,0.0,0.2536671241138136,21.49956940669773,16.110388746314285,0.5068215441083399,0.4948700808089205,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4723441673080496,17.941031117779158,13.969627014669864,0.688222412140419,0.65823756510118,1.0,0.2591446263318127,20.302984936353223,16.22848158103985,0.5468653128000138,0.5369119054969191,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5482536223445851,16.53278942957767,12.813464924666835,0.7436177848529506,0.7204058338584597,3.0,0.2806823713521631,20.229488505606028,15.72675249913203,0.5545226164607637,0.5196559621087923,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5629696823790392,16.265827292644975,12.781492556261291,0.7511932872242231,0.710503820800377,1.0,0.1851994250457046,21.59876188225669,16.086078032340794,0.4796330881808137,0.494209184684916,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4563072899779393,17.871668847177453,13.927467232197117,0.6862556624664986,0.6700171528826163,4.0,0.3037189564752914,21.03686817402357,16.42875173832172,0.573516359558158,0.5902693997998186,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4856680128972351,17.933750825367376,13.965822713214996,0.7010675479017717,0.6836744529378945,0.0,0.3425471891353101,17.77872905539928,14.164204133176014,0.6044243975874987,0.5841256289518597,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5539731651710589,16.223281864049863,12.61972926718801,0.7462315763168448,0.7169282300546403,2.0,0.2745104502653809,21.317393221811347,15.891027885244034,0.5442939815151264,0.5474720550497995,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0880717133198305,23.714953104477544,19.350719754032525,0.3054471130229471,0.300471155247523,0.0,-0.0134699178941053,23.19409701091752,19.75299422711957,0.1599298613424086,0.118681511188021,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0643960534777718,23.05345592654898,18.481733036934507,0.284080484375281,0.2652158322001978,1.0,-0.0845910090356443,27.775405918277848,22.39245920634401,0.1212842891889368,0.0916179986768333,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1354410899742572,22.60137825181596,18.58274347084613,0.3833336178543113,0.3516494039847893,2.0,-0.0829453232220505,26.196194973820347,22.011152425523623,0.0835671219895556,0.1289858338764992,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0216550224947971,23.936260236845868,19.380324884630102,0.2085771751427411,0.2262398187455097,3.0,0.1075235714045591,24.189344415041585,19.955696081509245,0.3288684611071701,0.215910344624897,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0652838828427713,23.49502111909903,19.68638701415259,0.279779392715311,0.28251156725291,4.0,0.0837598592271338,24.081438092151345,20.033290829316027,0.3039862965655442,0.2865959455892083,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1315354870571993,22.8852192825578,18.957722524847867,0.3852095903166614,0.3833634260090297,0.0,0.014017588654362,24.02047077004168,20.022975425930973,0.1557916728380418,0.1171301972008502,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1247946929076138,22.803771841574743,18.691659319959065,0.3689877252653002,0.3374112826529842,2.0,0.0889609796646226,23.73533114855053,20.46437150059484,0.3072639300699274,0.321005654019853,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1010903544763314,23.701523977928343,19.02059587210663,0.3334740897492152,0.3263009137947285,3.0,0.1156492300497925,20.802006754636967,17.167517698509258,0.3410851825860864,0.3047918391262699,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2258910878099786,21.712856338017485,17.33930890096449,0.4780057996822904,0.4821481250027205,4.0,0.0459395161671281,23.154353489164155,18.78273523741664,0.2590616347961997,0.2674896536874355,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.159586773665891,22.38005930854357,18.047539015000183,0.4059805337492143,0.4020276853639478,1.0,0.0902621445199364,23.62928680552673,19.6652489264894,0.3006696913033355,0.2768676142593849,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0504431592959054,23.87051115388341,19.67756118354061,0.2339472477126348,0.2069092599334727,4.0,-0.0034434275976653,24.471214358957543,20.03237116523869,0.1342959824621118,0.1421947012362828,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0848219959159078,22.965146065608007,18.81327492516888,0.2922869562359799,0.2976048090153371,0.0,-0.0030717051938806,26.143351278038068,21.531699894014647,0.1884992438212632,0.1523878560817159,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0291788400722672,24.10158786793124,19.68680626188756,0.186811848433175,0.1871477630023945,2.0,0.0804018018529267,23.57178475817231,19.638882103177068,0.2858740224549526,0.2669413897038819,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1053271075511401,23.55001444452281,19.45370779116292,0.3260539889594653,0.2975798513655059,3.0,-0.0039051638736358,22.70622520224018,19.01991704614123,0.1502235935915531,0.1599346629015705,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2154658995013566,21.762708069260807,17.42972928569993,0.4647277374046614,0.4560821490369385,1.0,-0.0006639050590431,24.13576210384736,19.600164551708577,0.2443875639535808,0.1767473617898794,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1655462433753174,21.7656345507063,17.764052390947157,0.4182513772781167,0.3711619048401426,4.0,-0.0028066382819962,26.92236358105124,21.4100318740086,0.1804276988973702,0.2109011706400751,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1088763900189658,23.22779171353612,19.056064507560624,0.3470239719848988,0.3310808114460276,3.0,0.0869878027984024,22.93753458482426,18.784739857036108,0.3054120054429645,0.2649225181410045,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1708271382124342,22.62475553669278,18.64072142692965,0.4200883555320419,0.398293624834734,2.0,-0.0270340586301456,23.160328934512187,18.743051862769363,0.1605302508569606,0.1805410451230936,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1120613297824418,22.73419413567404,18.72363990699621,0.3484958395909191,0.3234180421603821,0.0,0.0179571263438306,25.612559230267205,20.498747069638075,0.1704479737956937,0.1720150804045752,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1127787416711443,23.23121532396277,19.29356376942196,0.3536380303108977,0.3200254298655648,1.0,0.095638839443396,22.5505745941032,18.858895441550576,0.3271219724475814,0.3367366798806783,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.03205015932359,25.04653723493415,20.70319761575746,0.1760535050905551,0.1665124104090141,0.0,0.0187857471203751,23.55618723013303,19.09836268641013,0.2341609374234026,0.2498621128701918,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0083185378689304,24.41891626708356,19.917834203840943,0.2153494448546729,0.2064204982912423,2.0,0.0991272707916359,23.06572881878516,19.401872373127805,0.319098339581371,0.3062678019783684,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0228541877144977,24.06861858263844,19.3844702487872,0.2521677187605807,0.2405407541028173,1.0,-0.0825071904871186,25.703935159453817,20.959675416893724,0.1566050174830786,0.121164921861842,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0336308219306726,24.11346149012047,19.696062142238144,0.1925589029124134,0.1967302659572497,4.0,-0.0254754233207066,27.073209585800463,21.532074483376185,0.2260692474520979,0.1903765238002139,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0164098084512873,24.43576773621366,20.025241014254654,0.2033613638440652,0.1735502147945241,3.0,-0.1054356866851977,26.55836845865517,21.79552030363136,0.0705058386622498,0.0962124062731925,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1105547031884723,22.959500762781623,18.87850785878079,0.3396192445342949,0.303494221777717,1.0,0.0464507007534218,24.461104445016,20.775505051586507,0.2204304337042428,0.2282857981183101,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0995965322824763,23.1778573831712,19.160204154400788,0.3222575946516757,0.3369974714335779,0.0,0.0858345846913837,23.61756469758588,19.412764598361697,0.2975704068235127,0.2127546067360944,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1560280561314858,22.61813362348072,18.75798193056721,0.4046160727422385,0.3876107725446792,4.0,-0.0336162799709311,23.93003817422939,19.91994563655959,0.1928008589813,0.2418316835174961,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1549411701593479,22.327307451019426,18.162380690246245,0.4032735188917959,0.3758783524266079,3.0,0.0782271935666603,24.229672165690005,20.09325097015549,0.2797136009990479,0.3200109842730774,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1293451175885591,22.53078796367092,18.218640652491043,0.365023190633069,0.3638177169316252,2.0,0.0285931029723306,25.43192924021828,21.239988099830587,0.1978663016335495,0.1893169825994704,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1172555949384667,22.68589431811071,18.485848332449752,0.3531285734537974,0.333341391633175,3.0,-0.0858035460908059,26.87105845244642,21.916171186246924,0.075453196393463,0.1164799184723327,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0423567396414408,23.87151601429888,19.43207588017151,0.2482016231000249,0.2560515873627491,2.0,0.0133693508516243,24.506344964797584,19.617530231791967,0.2489867954370329,0.1837848620562965,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0082249733478134,24.92979702438351,20.43130876231128,0.1818647743399244,0.1557918200468286,1.0,-0.0096809732568403,22.16370177810944,18.69781828063628,0.2165321741544895,0.2147376497127864,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0390805547970998,24.07403289082956,20.03080457440421,0.2318329221237285,0.2299313536280086,4.0,-0.0182109451307039,24.365782776033853,20.34993922786818,0.1635438376754782,0.1342304373275223,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.087505203913024,23.07432770006011,18.639152936804063,0.3060782582536008,0.2712565500394358,0.0,-0.0382911740050697,26.11897539898487,21.49207995504305,0.1589127579595733,0.1476319577207162,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2168431631195843,21.90240032940147,17.8341379883401,0.4747914305619195,0.4765666512837636,0.0,0.0161251322398717,23.135823782544,18.993181726445155,0.2133460974303216,0.2182129515264065,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.09034672082477,23.446656499402604,19.408186751016245,0.3231361058866215,0.301599787172813,1.0,0.0892506608029787,22.99726710816474,18.97727089391888,0.3244664830910101,0.2981751434174586,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1601831852102929,22.377859543548645,18.217880244189384,0.4106223172684664,0.4046637053828534,4.0,0.0513301088536746,24.08857119338769,20.07650942301882,0.2466196891522591,0.1937546157541536,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0801922588852328,23.5213585621006,19.418709367273927,0.3179854155667035,0.2981664333048462,2.0,0.0632484463254132,23.55124433255361,19.64259090866173,0.2783848941134828,0.1833902837235807,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1141446494455287,23.64536941284711,19.43382345236365,0.3485479574697837,0.3325223064632783,3.0,-0.0195173266413095,21.459214229220382,18.05640679712453,0.1741435885702931,0.1780102584951731,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1714511878139809,22.37688326458508,18.3688243890094,0.4426149697298876,0.4081938226590836,3.0,-0.0007341940927667,23.512041040722107,19.99516270797445,0.3158012923403457,0.4328605380912379,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4743136181318974,17.705270371798857,13.648021637982072,0.6999559514319684,0.6457488354619724,1.0,0.2451001633629018,21.3641125210377,16.10056462406688,0.5561712925007254,0.5162133107457457,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4246572013626944,18.556596898589923,14.06022905511447,0.669629060770629,0.6285082676562428,0.0,-0.0048682900767178,24.62668337586464,18.74151532190928,0.3449134009970632,0.3726251785852198,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3410681158016994,19.957052466125216,15.626464881181413,0.5853384447587311,0.5414273198813898,4.0,-0.4062524388706607,28.24507989628524,22.994889319959537,0.129999029594422,0.1709766037328836,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2684048604182208,21.707954133321543,16.639329207634013,0.5712693943521339,0.5490405759423631,2.0,0.0375323652852659,19.937995648597344,14.730302302769251,0.3584147461405796,0.3115138682642749,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5842622700888074,15.86495963464094,12.327699186628625,0.7708468902718817,0.758229549687723,1.0,-0.3623070206856986,27.550618375225174,21.979837687606107,0.3566174983880196,0.1570671650405837,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2062943780935292,21.8711297269222,17.85535513874841,0.4815273782260116,0.4738300989629658,0.0,0.1410635737028018,22.52605249886195,17.84390745472822,0.3795688635229958,0.4718980157416509,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3506086024098462,19.55559710527641,16.054529387244063,0.6330705289304215,0.6083716178501193,4.0,0.2956598873848736,20.95186062658534,16.730469034914858,0.5556147544431284,0.5055407663120177,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5365278233404214,16.616344981479777,11.898507907873986,0.7605068938621301,0.7801078942713088,3.0,0.3230137289535403,20.00717935669788,15.914855923197818,0.5717367189509753,0.535681258897022,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2254527892958244,21.74901936675354,17.74158491163698,0.4933144339168807,0.4566727554638801,2.0,0.1079598968583746,22.55683931852025,18.24189803684307,0.3765577130533644,0.4851004473615,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3014028237153534,20.58727916315577,15.967628017316713,0.5832603411669226,0.5431658734687969,4.0,0.1760513548577079,21.486120038456324,15.97084818638212,0.5031402014156153,0.4699487556557777,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4573931752725226,19.065498266734867,15.303035874290536,0.6816404570222689,0.6282228963268067,3.0,0.0329627996965377,21.624638237128416,16.857281640518543,0.3666547635738475,0.3893465433766029,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4515346774404751,17.217612584766165,13.317396499010233,0.691482502885363,0.6299552918201694,2.0,-0.2074723651809129,30.353952523505697,22.082719157128363,0.0851637264590926,0.1716580934163203,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1995306954170231,21.849510849133264,16.813710318798154,0.4594106421180451,0.4464295051671014,1.0,0.1375820134224619,22.579491811361223,17.215909828157987,0.4393730892540857,0.4620390340693716,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4327585880471394,17.95803997597846,13.569839777991884,0.6612505110398474,0.6043988716671995,0.0,-0.0494337567457996,26.076588330781203,18.53219829104868,0.2988554399655885,0.3971584138352007,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3525148988183845,20.07115578070504,15.46889386475735,0.6129045782106881,0.5789042351638777,4.0,-0.0733748767722102,19.758131471494487,15.641328740119937,0.3470417892589863,0.3364093974551724,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.405817808437546,18.99244731881699,15.3195644231874,0.6615334138557245,0.639290173720202,3.0,0.0889231908547791,23.019943345201604,16.746548958250138,0.3865868560884761,0.4846462892082965,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.447752857245019,17.91789187680045,13.25287846928419,0.6819512230459499,0.670487606430264,2.0,0.2130928502437917,22.40787901232053,17.721269541570585,0.5030807360083536,0.4333297491667379,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3205902465493198,20.85691889477579,16.447076930281234,0.5754215207357516,0.5535765988735714,1.0,0.0655081668564815,22.142723651015817,17.06536501952369,0.3237869323740394,0.3438918531209023,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5916606750575659,15.645397792822871,12.35296874540938,0.7792944562776081,0.7555134172964982,0.0,0.3272151547619375,20.05861679798108,15.32007588952163,0.5817546723087081,0.542457630870504,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3109310025158581,20.591896998484472,15.972796206660922,0.5809050639611215,0.5443681162820897,0.0,0.1524303804321671,21.177715931586988,16.13428453985467,0.4459671800551564,0.4381883629812142,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2515879268806719,20.741526163343543,16.460588951544327,0.5082410838183264,0.4819536220947756,4.0,0.1460019460150577,23.875910785727047,17.937769504979325,0.4776491865683669,0.4066946501203666,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3485792368587296,19.166250827746165,15.58273112261464,0.6115091649424527,0.5734787608295233,3.0,-0.0390423010263429,28.94856184320346,24.53551766212169,0.2892603389299151,0.36334532740959,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3236428154331684,20.36909677043564,16.322929353354994,0.578797812508546,0.5465351296064083,2.0,0.2960716666626307,20.046590455914103,16.58709797424239,0.5682688037659576,0.4889812144623262,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2568951050816462,20.74075818072022,16.965482754978822,0.5362279769590079,0.4645505712846504,1.0,0.003744584945186,25.49730669839757,20.51736576320889,0.2800059707467528,0.3483059747020287,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2354657162855742,21.03317403996178,16.332602222001732,0.4959079144288707,0.4848724769757508,4.0,0.2296937484132925,22.203898178211887,16.99749453156994,0.5569079500255136,0.5263835908431488,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3427379249926903,19.586488091938083,14.99926814951795,0.6045298661468341,0.605541617575709,3.0,0.0541824184190458,24.55250335569604,18.17479967400579,0.4674689621907739,0.3909971374401913,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2868036368808957,21.26401747804672,15.899194596702902,0.5719769110603912,0.5582765682043401,2.0,0.0369379292807822,22.575070303577544,16.94696583630635,0.3690581446875174,0.3271451228297004,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2440604660764387,20.12552486082919,15.43432526828736,0.5185207114892015,0.4767826315607901,1.0,-0.1286918734440238,30.28227590479521,22.256807798188312,-0.0971216183502574,-0.0186165159418735,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2574895837424518,19.476201162613144,14.858035994833642,0.5127566891494274,0.4823496474641038,0.0,0.0581935333469547,29.43837651991681,23.642628929734897,0.2690349941405366,0.3201580721337365,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2762161234032501,21.09231427953232,16.477093270099598,0.5343905508499296,0.5082977860126804,0.0,-0.1968817934400746,24.68984059212433,18.49329300993806,0.1568980322276378,0.100298326200172,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1848016812774533,22.394867982133032,17.751320449873717,0.4422495584387217,0.43164535152499,1.0,0.1231868519166775,21.68219170773688,16.66558104373949,0.3512905095970089,0.4127374184215359,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2464064261811024,22.66860945965092,18.396241583726177,0.5115396812097621,0.4596460801251673,2.0,0.1252728401696748,19.854641253050467,15.442155418750302,0.3764819238299299,0.399664020386651,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2011032755117112,21.36981306921661,16.453066558036905,0.4599438317320125,0.486762253477201,3.0,0.2331557926814513,23.78833306835902,18.37465378031237,0.4897252318593972,0.4616441805249244,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2448495397401097,20.61353340204445,16.07052496115588,0.5013025165141631,0.4475163105702802,4.0,0.1052045370696531,24.896097881423387,19.97142380247725,0.3245464418982553,0.2705593759882052,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4865564287077516,18.289042935950786,14.335201206723154,0.701734201006501,0.6845150367109407,2.0,0.2386784265723325,18.1726486615056,14.286247236311702,0.507708124891768,0.4825611318975962,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2109900966052261,20.438105619802588,15.488981758407926,0.4751609612989484,0.503272282731274,4.0,0.1918132819348005,26.97571276977964,21.363247230039004,0.473233339983191,0.5402786750272767,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3248213544949032,20.09147103444492,15.93466851717018,0.5864179559248908,0.5954897079958233,1.0,0.2662180769805603,20.81366370934481,16.431679543153738,0.5317991163844911,0.5556606947211157,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.271939690024747,21.040093066120946,16.672095899444688,0.5325311333661964,0.537198336711865,3.0,-0.3132316289299495,25.636908347670555,21.227655321931184,0.1293692231280991,0.0563152026063788,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4732188161031381,17.587821531619312,13.823211751149657,0.6930042232075411,0.6807178814141405,0.0,0.2555721228782761,21.622420093582708,15.78949033541557,0.5410537872598236,0.5062968657605887,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4911683909667365,16.931012739122867,13.527773689080638,0.7047595793740499,0.6616976726616596,0.0,-0.0931472687899748,27.85634955757423,21.62479312065804,0.2017795867314755,0.2313486235422374,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4320761601223374,18.169768215868487,14.767225547734792,0.671998332031455,0.6239897701765359,4.0,0.2698319150699398,21.56250138801693,17.02007332091479,0.5209147291265852,0.4950674348890929,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3109285025999211,20.31953632268681,15.887521106391668,0.5717979280987878,0.5825694209970343,3.0,0.0312719762160967,23.807625253444908,18.205393117037687,0.2973857707160284,0.3400427995085051,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4456637871271061,18.460696176037484,14.049515010221215,0.6702533276582544,0.632697186248189,2.0,0.1516510419127151,21.739463330069167,16.886466496611295,0.4772353723182921,0.4613063017989947,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3653317028505799,18.93560024952324,14.474718883414017,0.6111177302450145,0.5938996196132726,1.0,-0.2769965105719068,30.602124526365,25.27812809609078,0.1839276968856139,0.253349749450188,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4697805225505278,17.935196885711818,14.33369720140888,0.6977560453108007,0.6713445990673746,4.0,-0.5464017106224073,29.2915086296534,24.73368400515932,0.1193161689242266,0.1474216863430685,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5267427981990196,16.403927695209994,12.37235977274942,0.7438346894745991,0.7321856380926662,0.0,-0.1137844499310829,29.23351603811487,24.86244690198425,0.3511236610932168,0.298228094546648,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4743838078700843,17.465701867289688,13.90778640858762,0.7048554454798699,0.6963165664197317,1.0,0.1665070226170328,24.13533193463857,20.424604931427883,0.4687102933913473,0.4440698969267656,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5052802112217245,16.593529488949578,12.83519593648105,0.713404705309097,0.7093441781026858,2.0,-0.0841519488535418,29.022703069757043,24.44634917650609,0.2718734242298083,0.2434726936431305,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3067343107090479,19.26872225803132,14.461773043479026,0.577409401037575,0.604100004072429,3.0,0.1248998042710962,26.607722181333312,21.220949014027912,0.4082109661804223,0.3801261155271769,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3609499649202241,19.185207994922283,14.934158064739334,0.6105815692986329,0.6089381161106184,4.0,0.2326247946739816,22.04869930147828,17.210631367776777,0.4842235542787614,0.429983838111535,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2264932441558667,22.386935845846686,17.68327759922702,0.4847189069538784,0.5103987421386489,3.0,0.2344782603834891,18.69216217169138,14.173828115218724,0.5231202395379327,0.4533553259349707,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2968899459016101,20.43521188607605,15.918827932865035,0.5559309639024612,0.5556747616621557,2.0,-0.052793420342929,26.184849079964348,20.85002504574625,0.2582401204520371,0.1961158704000631,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4282316347147604,18.152758182614587,14.676338922769247,0.6641219845046173,0.6135079183580341,1.0,-0.0005732331560079,25.490736376596427,20.06327288700984,0.2666036142889622,0.302741992641538,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3927494959395353,20.133361356363327,15.72468048270296,0.6325993345535682,0.6206603598827399,0.0,0.3156886384156244,18.08561439942724,14.5116542093056,0.5638276124620396,0.5015423311119084,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4696724288545586,19.00282579795954,14.716829343069568,0.6968919692097938,0.6691768450144835,1.0,0.2747315453657257,18.279084986760267,14.521150281352382,0.5362832094396528,0.5084781731980712,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4358138974930239,20.339622164532383,16.346663877666607,0.6848161721911594,0.6714657977508429,0.0,0.1816549428539571,19.00353340143561,15.454674743579336,0.4505180355017319,0.430016581744683,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4496448154405625,17.560412834520804,13.924703220723451,0.6856399126522181,0.6903326805648683,4.0,-0.0413006926687626,28.38124811123521,23.79665618723089,0.2657074162347611,0.3272376310958491,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4383817019576357,17.74069649074571,13.335427062443326,0.6682486734584565,0.684826651070629,2.0,0.1951454874368906,23.612072144458008,18.312906311399114,0.4959027359891341,0.4674360646336777,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3439985787690826,19.96470523125357,15.3307558998173,0.6067724369546206,0.5874925432219968,3.0,0.1036606271910915,22.51719788591328,16.704194498997108,0.4760565407266658,0.4465142325428719,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2825010499713022,20.21267440189382,16.383083303849453,0.5452412076101195,0.4962470784280551,2.0,0.0582504670976203,24.3827679869886,18.99622218599651,0.2625431778408237,0.3219606662224831,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3798859199270926,19.1140200298194,15.590892158225728,0.6341459953060797,0.6131579082312301,4.0,0.2501919281026,21.620892289237894,16.889951989568512,0.500815225346584,0.4636897226243635,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3756459317885274,18.80523764006447,14.696785754475432,0.6217092155466368,0.6315840935404791,3.0,0.088403749972481,27.971085855026683,23.75618841846784,0.3129659212495858,0.2379778185139397,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2661749180907649,20.43194665176261,15.944163675438867,0.5227475010909639,0.5387635986925423,1.0,0.1457663172133108,24.864505244014044,19.45915247577732,0.385486894896593,0.4056532283935497,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2085541749553408,22.608172012556164,17.489402051904346,0.4738735553846913,0.487356165141646,0.0,0.2115227006266092,18.32655406105702,14.740280510867454,0.465810932812276,0.4658613944245907,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4053594016638362,18.74257490123669,14.575085564490973,0.6507447415269263,0.6361439603678336,2.0,0.0739620757167062,24.16793358749172,17.160393813283818,0.4216520401721637,0.4447252920508148,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2875154912624347,20.83458826978936,16.569468677341938,0.5441634158141591,0.5563687671759007,4.0,-0.3611983931999496,25.829498352154552,21.52163967386881,0.0915590312592428,0.0059083992441348,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4217129278973324,18.64384023642925,14.950492218560766,0.6672629038959966,0.6659210668475175,0.0,0.2684363959548486,20.613732361540645,16.484287405698492,0.5294526582923396,0.5227933117650687,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4696876402426582,18.27408534738269,13.98587224738132,0.6972973678684206,0.6839047860101257,3.0,-0.009516194273845,22.71299021748805,17.844699929802964,0.2925352436700337,0.2883257334841284,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4806650071978773,18.03936741421566,13.84362244664298,0.7014194330087411,0.6870714560694581,1.0,0.1680599042681473,20.302301915968915,16.250536913540273,0.41479616556172,0.3681547597417802,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3211488956340248,20.00659520999489,15.930863678773244,0.5774083082105301,0.586834498573978,1.0,0.0563945980204191,24.45181815093464,20.08555660196804,0.3647049111092231,0.339700004976263,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2545534512462426,21.848472241920604,17.436685836715828,0.51574736670863,0.5086563434525593,3.0,0.28550676707777,19.211617079925595,15.072679550819148,0.5828939929948769,0.5246213280167881,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3637830520278379,19.03665697480981,14.713562161428989,0.6094916885542395,0.5962515970648523,0.0,-0.0847501740697671,28.56080630979857,24.21108937907864,0.2330682214140078,0.2243361920339527,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3728798019112439,20.240683065620804,15.93263590359158,0.6189560604181771,0.5966920631654151,4.0,0.2342121740480882,18.27265000057555,14.24372045747165,0.4861215462094463,0.4744676951155206,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3491632093560242,20.185505079560475,15.97907029363902,0.5946536391176228,0.5459070597786226,2.0,0.1197425892633236,21.521314849379323,16.915822482878163,0.38809024431514,0.4238197381040178,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2532385571599481,20.17534685018684,15.96766474425418,0.5084623678028711,0.4686362249887609,1.0,0.0933095178057705,25.30496170488315,19.90275013772324,0.3075865924213663,0.339440316296048,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.338593773763567,19.252587609134302,14.82306538793626,0.6021453385928006,0.5612721456249571,0.0,0.0854184945213987,24.44806489495636,20.699414199829103,0.3519789176213452,0.4321072256760804,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4615180293559554,18.38117818642859,13.993366738186442,0.6883158621859946,0.6896265447645102,2.0,0.1482776318457783,21.640155167679826,17.131355406492034,0.423802587263214,0.3651228189685407,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4294439738073154,18.991570399119407,14.721084914160832,0.6625272872261379,0.642886720264362,3.0,0.077992289773374,22.07148405949363,17.308013552552335,0.3478948990368327,0.3526358297563943,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3537286821349074,19.45999961369711,15.264494469354736,0.6131745982031578,0.6013298840196062,4.0,0.1341932676269869,23.140206161298394,17.731627400547502,0.4062285581528279,0.4604020779030393,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2079703532344701,21.35262696445941,16.64306810666342,0.4592166897208186,0.4151592704102308,4.0,0.1658506711425766,22.858045658119767,18.41825595812851,0.4181539604757995,0.4468695887043217,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3011367858683915,21.18893982169801,17.248933969006607,0.5645404921471581,0.525911870349324,3.0,0.1949496346689201,20.80738769721557,16.43313338102356,0.4681840037579777,0.4454726703984495,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2327769479369769,21.023811149308017,16.622043404613464,0.4914156765290538,0.5181777944408826,2.0,0.1465269658622817,23.98984424698129,18.84097877376484,0.3876685690974346,0.4134586458040757,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3001090664182442,19.34347091438344,15.447501070314662,0.5549660600670016,0.5056661677838843,1.0,0.0057310613197416,28.106372459363,23.283034242572207,0.1678267794681539,0.0859299948578596,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3426648806257442,19.878624544965085,15.965499760153111,0.5911526784706427,0.5733540510255978,0.0,-0.0756152185181582,25.283968953922063,18.915806806105973,0.3055124335297263,0.2373234996974274,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3560416160445807,20.642959695867944,16.458362398859528,0.6052185716233229,0.6028033651870703,0.0,0.2086549870833135,19.6135729659876,14.958441966537984,0.4902570301935618,0.4475894230380318,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.320249918451474,19.261450344819057,15.261770155886383,0.5777042592514823,0.548413417200266,3.0,0.1274119927249013,25.370469616088744,19.81910986794693,0.3718352626215219,0.2766727701264896,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.35514534860508,20.113925576651145,16.265063742674315,0.6177874987106986,0.5910093936609977,2.0,0.3290477612769803,18.98219989951305,14.84665994214506,0.5914532217464294,0.5272544911108101,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3493794344949249,19.05192160957236,15.133036383945676,0.5984253125958139,0.5486769956461435,1.0,0.1315844150289701,24.069449345388485,18.51400404100294,0.3669324089291862,0.3836441005506179,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2130236319067758,23.12868812352309,18.777496430733176,0.475641117674101,0.5182477972612872,4.0,0.2901230033963997,17.248035703438397,14.102036149161204,0.6084808998864469,0.5330091385958401,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3355143707263148,19.57257708163129,15.051234739375053,0.585561004298516,0.5462505456933711,2.0,-0.0399962120781332,27.10987509091293,21.880055176584342,0.2247475639678585,0.3136674482771188,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1999069775129346,19.925695221704498,15.682106832166369,0.4745765199050189,0.4487826947381602,3.0,0.0561155278671345,28.897193037320147,23.76157091174807,0.2376809366325261,0.3030016574612248,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1881818551190681,19.993464345831097,15.73372225395987,0.4426915135247554,0.4159136067698613,4.0,0.1315517302125783,25.47703620388756,20.642997246403844,0.3713735888121583,0.426959832074889,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2996343062481984,19.62472092392208,15.349041789718932,0.5578705564023523,0.5614578688586848,0.0,0.2156252563493885,23.59624583953632,19.195851950551948,0.4802752700554659,0.4754604411028896,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2304259849937021,20.53880181040892,16.077218449237918,0.4863017638762094,0.4448910392612558,1.0,0.1160741486392965,24.45433465469547,19.242446156684927,0.3427171358707614,0.3654392735465482,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3339605203515159,20.18410432786604,16.054478756501712,0.5866469322064627,0.6060414029465145,0.0,0.1192370255802487,21.862807628338885,17.32037198492566,0.3791345197262473,0.1869629110563463,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3498748387872483,20.840517391069323,16.587015766578464,0.6010067835245321,0.5999850486949175,4.0,0.0886591055334841,20.7646125506762,16.042588862356347,0.3656366257975154,0.3473195650486848,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3129293960233714,19.40624048730428,15.185096888004388,0.5707711595169613,0.5653810092587869,3.0,0.161187181855953,28.45673284908548,24.446205244151823,0.410652909968303,0.5146829831685745,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3111711375954273,21.42116379408268,17.386847835959237,0.570215264087537,0.572910369501647,2.0,0.3912896329631941,16.449290010254952,12.80548035940678,0.628272722357369,0.5354429969477454,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1941188304448392,22.490819681732056,17.543029866011246,0.4551594588552645,0.4823575801282848,1.0,0.2456576246425895,19.005737862652563,15.18943901865106,0.5147298642415091,0.4205709339993368,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0050842778105097,23.757624270771664,19.38380926339407,0.1189972795330263,0.1690772347848175,0.0,-0.0333317694769832,27.58107798228249,21.8899464828249,0.0918941931282346,-0.006616570512226,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0794650135200139,24.16107184524748,19.3968361697093,0.3035013490459348,0.3283939145695522,2.0,-0.0623862416369058,23.169840980281904,18.569782978561687,0.1051938725072375,0.1036542501767397,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0038954235836887,25.00818182782223,20.374203037227147,0.1745725938116011,0.2114094333940124,4.0,-0.0231850618842259,21.4857318821354,17.320677452087402,-0.0237850561766719,-0.0048747547167745,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0425631494275378,23.946065155936022,19.85630959766399,0.2577307488870949,0.2947968627444793,3.0,-0.0035323942424758,24.31693774885077,20.374569523054667,0.0275802812137526,-0.04352590880893,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0046415594005013,22.81752235344877,18.716003547372743,0.2154717787709222,0.1642360814791439,1.0,-0.0305281289129113,27.74755023869825,24.17968337080861,0.0872613146825078,0.1181012521866512,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1092291359867666,23.60523342969437,19.62188309316385,0.3426498842320873,0.3802872451334979,1.0,-0.0167268251207763,22.79937338106013,18.49982140174279,0.0491328762726549,0.0386426036230912,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0894666773543959,24.66949016125949,20.15931047599884,0.3102447329833925,0.331274906489192,0.0,-0.0235794157120796,21.86947424172892,18.505265096028644,0.0090202672346144,0.0264771782735816,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0608092972356764,22.93354599264832,19.39634896624117,0.2768028711265623,0.3403261552021987,2.0,-0.0057000918902576,30.83576784008057,26.400338973101444,-0.0104581390247045,-0.1177894365801756,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0030095975121146,23.72511964467808,19.84543463523412,0.0646561501497035,0.0649605963449896,3.0,-0.0511317357234677,26.55345691240312,23.416236515751592,0.1932115046161734,0.1856578761871036,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0502673581872828,24.717425200830785,20.172402855421968,0.2620610722821215,0.2952382289440398,4.0,-0.0202708151893684,21.903539813837696,17.56970545238032,0.0952769469199688,0.0848720341276492,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0018391302337078,24.828254390157944,20.24584485027641,0.2177923152533565,0.2917131759212238,0.0,-0.0188657356791395,23.504607139261527,18.94554124311968,0.0967069706815117,0.0974773455774695,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0520991959397986,22.96626063091262,18.531656055530245,0.2566330042040458,0.2888331224641967,1.0,-0.0702977455744975,28.00611662898181,22.97214806406121,-0.1078808514129701,-0.0600606325062412,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0951514768125947,24.33724131049832,20.20410011961573,0.3292233602801443,0.3416639865817066,2.0,0.0047640500508477,21.38481098985273,17.452258773921994,0.0879245317186468,0.0901193324683872,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0096246571560633,22.91372864981865,18.994319032877243,0.2171618520408276,0.1253793445204863,3.0,-0.0682112333298012,28.65205063398989,25.475683690366782,-0.2000785305967828,-0.1619253848476825,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0091504461832256,22.631304025289204,18.870762278398377,0.1803225277549133,0.1112135755043256,4.0,-0.1027169045982279,28.692944625849307,25.613964140370875,0.0064591200980809,0.1035662729852918,4.0
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nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.088067277736762,23.016095614590554,18.48261334798981,0.3100101856895718,0.3714108386533045,3.0,0.0096737619845509,25.040352958055312,21.07322799498776,0.1194932161511601,0.0439772197350303,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0533179465344995,22.94842594255748,18.93467088384389,0.2774298175553397,0.3269676595508973,1.0,-0.006465866746532,28.3618084599266,24.05198218282064,0.0375601350296941,-0.0605978624785631,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0748569620042183,24.819329797309763,20.80028589574914,0.2871568973482596,0.3113784525010403,0.0,-0.0223382032275236,21.802699527311844,18.36164302762137,0.0503736349751808,0.0372586612863636,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.103150283449635,23.54296776471715,19.35769354469418,0.3297998205483935,0.3503886804161555,3.0,-0.0422560653072818,22.67762883380677,18.5599739956326,-0.0506083705892732,-0.0817674758260977,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0975246245255836,24.25094137536991,19.962774664333885,0.3320556640047049,0.3456789949308123,1.0,0.0027728512472239,21.13559417463857,17.97802880469789,0.0882507719116071,0.0741118489660962,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0764290789784301,24.42563096317574,20.34461988938087,0.2892552363990485,0.3019484697012234,2.0,0.0071875117565387,21.504208300788985,17.758660196940106,0.0933856838737053,0.1180949868740099,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1343431766772874,22.947599489092937,18.916096349159314,0.3779371813147997,0.3905746820679616,4.0,-0.0357234331625373,24.19604409352902,19.406887052902068,-0.0679997284730855,-0.0689257266937854,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0016570629411276,24.993285879826207,21.177182273554607,0.0632770077232849,0.0265359322173236,3.0,-0.0036939394295072,23.94214938593472,20.13310908563453,0.0599433222531641,0.0052102522362375,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0657932066221917,22.5900685681854,19.033481502564488,0.3176542149338553,0.2314790112443212,2.0,-0.0119665006998375,26.417545089072146,22.92464010478645,0.1990461156954886,0.2547688349135587,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0021670578320314,24.72590970085588,20.610819254832663,0.1129678848500095,0.0839886608383308,1.0,-0.0048104758773097,23.87045153085224,20.191075229439683,0.1734037573659936,0.2309816460403795,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0055715409214917,24.22263387173344,20.03452899208552,0.1690765835026318,0.1636854574113556,0.0,-0.0162203864060985,25.18115192619405,21.648308578802613,0.0148158283312957,0.0757778513096724,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.002154864971094,23.58734516657517,19.76278667685426,0.1405047324746206,0.0852023121584686,4.0,-0.0512394310458284,26.744783261899464,23.34796614304473,0.3380296397158269,0.4226795878260848,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0735590720529441,22.760791846313417,18.72076100008574,0.289965009548158,0.342477054066117,3.0,-0.0129903691820503,29.75577803547076,25.50267891076895,0.0268165868857351,0.0223632665710174,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0059642483183763,24.01875672371641,19.7621721629855,0.1270463078917744,0.2087548121972277,0.0,-0.0682704964212779,25.65193081883801,20.26981983143199,-0.0556697990379493,-0.013454535456832,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0126727099212334,25.487325683883235,21.503392469618056,0.2064125156675122,0.2599879486705782,1.0,-0.0037917510809342,21.550541058349083,17.579829832001284,-0.0043767789402458,0.0058517478347028,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.057363578894943,24.577103846650505,20.518483083134605,0.3049281750203714,0.3161702164261898,2.0,-0.0287283706237602,22.21046228311577,18.409274548469703,-0.1270516872937899,-0.0379202457369202,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0592347793251272,23.57192513978893,19.502050710824825,0.2740340432183573,0.309767258878227,4.0,-0.0328007159240582,25.25014009422773,20.086062890688577,0.0612343968484979,0.1167406779777467,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0007533866141087,26.054215172569634,22.192328702614525,0.1405762036756251,0.0192323564962085,0.0,-0.001061690562105,21.832267113618386,17.982344681341775,-0.0206289356876303,0.0698000211438159,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0004279492822686,22.52928929007061,18.65349831597653,0.0773103869127173,0.062913565556505,3.0,-0.040430062095903,29.9416330043458,26.665120125704032,0.0800199263103757,-0.0438969733270327,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0023379039674114,24.600764153515296,20.410670559657607,0.1309690416677377,0.1438197126744538,1.0,-0.0468423663007382,24.071389383523243,20.96400359363091,0.0696203125966117,0.2417384995909243,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0006987568662282,22.75913489638416,18.819390282579647,0.0270963570051186,0.0655396492710063,4.0,0.0018951771247017,31.158817274893345,26.9299102436838,0.1183471587111596,-0.1019027221974757,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0517726844056757,24.489550443450486,20.314237430658554,0.2837043551578053,0.3068644839236538,2.0,-0.0132885285538872,22.610768295251592,18.355303494161813,0.0117160071538815,-0.0068104269645336,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0081984236337159,25.15946734279393,20.86529301843941,0.1269983758965082,0.1992329818567137,1.0,-0.0192355462232214,20.850108525322867,17.008655121747186,0.0515948875822251,0.0461922168436948,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0048716499504498,24.49926168599753,20.32891945281586,0.0940170810395651,0.124470223913509,0.0,0.0078724618790813,24.130852874684617,20.084874857479765,0.2051473913693257,0.2408236397070019,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0100194377552079,25.726114000037413,21.835588256991905,0.2317108066789543,0.2718029173664969,4.0,-0.0067435211302266,21.772979588435724,17.862450424194336,-0.070059418915372,-0.0519305880076983,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0164853120586644,24.174362357497174,19.941849906092568,0.1840142370477064,0.2080349774019415,2.0,-0.0151600788495984,24.93335012527232,20.55145840115017,-0.0733658467186322,0.0396059689077853,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0874236549260049,22.988277814248217,18.49217753382485,0.3124691927711456,0.3804305045279014,3.0,-0.0725197421763597,26.289327525232466,21.596725904586467,0.0316129421698173,-0.0091737122602431,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0016142499973381,24.901201572903187,20.71874119418852,0.1152047570797168,0.1788874939547286,0.0,-0.0218398245320379,22.72316131265025,18.211830523173013,-0.0188343332946911,0.0127821572895388,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0039137764317864,26.81276922182901,22.61925197108645,0.1272114622767391,0.1768158918000958,1.0,-0.0033049235897455,20.42116508215624,16.730562382528227,0.1211212114874027,0.084917879528709,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0661569361793867,22.99961148714964,19.11130978062916,0.2725101932660776,0.3087224766234535,2.0,0.0386502424427976,28.482868578036587,24.5038455596337,0.2268456230603782,0.119244334186389,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0017998575222304,24.51225434471894,20.166645521450203,-0.0329971850907944,0.0048789410129841,3.0,0.0010078462535119,24.462111143344178,20.783533764492933,0.068517452686659,0.1021748765809609,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0726975855516915,25.27871770203431,21.30757450513718,0.3161353409196356,0.3492919607024269,4.0,0.0010043039893555,21.45348992376131,17.92187614014695,0.0547049875247837,0.0685738726634831,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.075883643602301,23.841350263830407,19.964532890867385,0.2968239395886123,0.3034154759165005,0.0,-0.1975966279780812,21.92322151710416,19.14864926405356,-0.140762246651646,-0.1448168935823625,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0082828118917012,25.49416239727641,21.44999663008505,0.172221648086841,0.2668015023795868,1.0,-0.0274341982728896,21.225236400256275,17.709017947555093,-0.0120263469617792,0.046837407882429,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0477323536230098,24.296716091849664,19.979088986648108,0.2509735779721353,0.2550784872471929,2.0,0.0394520161694135,23.286351845440365,19.335792211658227,0.2752232422562595,0.2738091722438726,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0693778443715792,23.45215858821241,19.14248753029152,0.287035094639235,0.2640422888948499,3.0,0.0374597539405646,24.481338468213725,20.03925866751836,0.2396052484296157,0.2918668505176797,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0732555443444166,22.21516599173997,18.44388956943405,0.2928887512865084,0.3115619189764537,4.0,0.0534659600259552,29.41026326931602,25.13075216269192,0.2332002021427717,0.3034962011984958,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.21005030019374,21.636072953967734,17.145079498921543,0.4613039871378042,0.4511124429697962,3.0,0.2026796618547744,22.355128238477675,17.277175219625402,0.4516973231797775,0.4739904986659658,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2912231953605959,20.70893675000211,15.891531075253958,0.5631295957705275,0.5277469018139687,2.0,0.1821209343059889,21.71958660586465,16.32893793871637,0.4751872648483207,0.421216794511949,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4365062520036448,18.44490326667108,14.360081038882251,0.6684961944826436,0.6389035936861928,1.0,0.4104005621767164,18.488805378959047,14.68896573809629,0.6478053552892393,0.5901460993023949,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2336103926298083,21.06011923727693,16.379117218521998,0.4955584298398128,0.470969973838083,0.0,0.1096509898638301,24.668398048844644,18.666366881902707,0.3567850906559577,0.36395751225765,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2135431517300861,21.993941717693385,16.835727156541893,0.4897820352087935,0.4733699318854906,4.0,0.1701512718588798,21.12263325574609,15.755797588706676,0.4795018247117504,0.4158419489713522,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2259033967708716,21.10137844152519,15.786967730403932,0.5414708451009185,0.5337107461676327,4.0,0.2103978511002593,23.45081673060848,17.3874288154307,0.499848115998353,0.504741875182258,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5355808319280884,16.60061803324959,12.09238788315416,0.7761282748802081,0.7751803830930069,3.0,0.2188343190012764,22.08285187099538,16.29659873056148,0.5661850740111477,0.5463323589967631,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5675868589916908,16.11195411307259,12.011714808379734,0.7686397108434184,0.7587664595883656,2.0,0.3122389605106174,20.258464299207866,14.843495115153695,0.5670014846511277,0.5457816985884044,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4993466803470939,17.50679872583344,13.106046719436147,0.7163872240840918,0.699778651401621,1.0,0.370835382546095,18.590319778684204,13.687542379073676,0.6381646175935136,0.6328931324208009,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6033633192487787,15.744431951430318,11.912199855684904,0.7781126383546204,0.7553402468905862,0.0,0.3181421947464473,18.42451047518897,14.12543934479603,0.5867905145692238,0.552152528697921,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2327443178538183,21.72317145209965,17.65022982805557,0.4906918104204103,0.4742494665311439,4.0,0.1506800066177467,21.09627380679388,16.643476116117196,0.4258992832568433,0.3825105499989834,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4168546682409835,18.959116253287704,14.674820636546974,0.6527340685681027,0.6271139664464606,3.0,0.3596293595334705,18.43828357049753,14.503088811379111,0.6039417239681562,0.5326392318039461,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2064312054031427,21.93440832783382,17.91981952948347,0.4845388393535642,0.4735366072317746,2.0,0.2644479444572258,20.5148938174412,16.609401490016538,0.5362646834818857,0.5307374537267391,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2484228604296696,21.15047038001937,16.53770000216061,0.5223285795641233,0.4850252633766558,1.0,0.2526471144235516,21.478542331660964,16.916939640097855,0.5257762518059995,0.4161514650726798,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3195114532742111,20.211130992243035,16.79535873885982,0.6248309974002026,0.5855395793467982,0.0,0.2958706099768169,20.460088340269795,16.903696485909308,0.5655359761718171,0.4960472364438502,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3325286840398636,19.128812141198303,15.352717315303394,0.5993946218963638,0.589133650593379,1.0,0.3983149559581873,21.96777794649456,17.748451676439515,0.6571354619708847,0.6407287556936678,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4995664397315951,17.002235009081694,13.685849337827406,0.7259738843131426,0.6781400573887932,0.0,0.4344267697169214,19.69057762726025,15.449393711985806,0.6666627834623782,0.6824789863886571,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4264064740325701,18.58327391723188,14.661313133673234,0.6628391830173201,0.6238806197033631,4.0,0.3752716594284023,19.1770100336737,14.86160989540058,0.6183732882825518,0.6069829589408977,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2850443716150499,20.60250113768268,16.44679775724069,0.5491214151420771,0.5219985783715171,3.0,0.0962825567550451,23.59253038765001,19.29044438451693,0.3974146173332554,0.3837894697856993,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3547610497021838,19.77958560044492,15.990236789487284,0.6145285856393379,0.5914909826123415,2.0,0.2264313815085898,21.02971853357444,16.59042669738854,0.5103843645942584,0.5126087355141694,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2385343348155308,21.37024875557197,17.05556547551116,0.4933869415980872,0.4611285821375044,4.0,0.1745948689908345,22.22582775831421,17.80060532122027,0.42594739414473,0.49027749561554,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2150622707218794,21.818539425627502,17.185441576166912,0.4664772917604266,0.4602122456148519,3.0,0.2047248060729284,21.330875579929,17.00606176629251,0.4534953433331923,0.4335105823751324,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2995955913945045,20.50787324523951,15.782315245699287,0.5675646588953837,0.5393485247208835,2.0,0.2968844886273279,20.46461388136288,15.603259838997328,0.5621080229207589,0.5220486125002236,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2510820657091273,21.56870533523632,17.630688956565436,0.5209665796228905,0.4995001074705723,1.0,0.1673882229183333,20.50177466398664,16.188411990002376,0.4699716470625812,0.4431766072230694,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2344407949843794,21.415185952892884,16.597317487773573,0.4998412922496806,0.4674257591596818,0.0,0.1988595438483421,21.89264961155369,17.27175104552211,0.4500368679256888,0.4124297514114841,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5023416859982143,17.45677470282258,13.500562990030309,0.7112900502173181,0.692917282952355,4.0,0.2751938499326386,19.89960499178112,15.09087850349384,0.5372824908706342,0.5339457181934726,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2371219367898113,21.69248023886479,17.648716132319006,0.5149619655461416,0.5128406022977212,3.0,0.1392013081662468,21.3425376546262,17.1972461000727,0.3762206951988676,0.4106388667122863,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4818501020948527,17.234067927559718,13.232160819947886,0.7047250658848854,0.6752307787071541,2.0,0.3029655812267497,21.955079957383653,16.928441256949917,0.5614683571447533,0.5522632675983906,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2585529636485641,21.26273256690408,16.194794393442876,0.5144998353582813,0.4918955414201447,0.0,0.1334217072362549,22.00707389430076,17.5327086115081,0.3971210202780774,0.4326436425695252,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3388252214986361,19.622686248141093,15.543986503348863,0.5951277614413164,0.5744665039072447,1.0,0.2088220017797928,22.814696868423454,18.37781948255241,0.4578787282493447,0.416946991639792,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2026595309258175,21.709794054794564,17.34032475799897,0.4563604932338058,0.4414228184153538,2.0,0.1966679307429714,22.54365966068229,17.703032303277958,0.4627961388147132,0.4377763605576285,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2251860191377976,21.311575127038417,16.786212945943365,0.4860190048235631,0.4645238643241903,3.0,0.1283704741844757,23.810278538559075,18.243585391387096,0.3587493321975651,0.3759870306455949,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2841111387009374,20.50006763851445,15.846221615814969,0.5456382229422485,0.522731425598346,0.0,0.2118999747075506,22.600162304282986,17.812697619021925,0.4894463929588419,0.4691789189682607,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3203757729181978,20.270931416587057,15.997140494181105,0.5810461107708995,0.5508406563231124,1.0,0.2387581446240083,20.98788057528173,16.654483613915207,0.4917984229695359,0.4882777082803006,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2099166942487306,21.58878770302289,17.079768040607128,0.4646287222853704,0.4654688053401216,4.0,0.1460059498600985,23.310426418175147,17.424920291162984,0.3884687091137963,0.3809253775948135,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2417927352218426,21.46080750088484,17.122230588581935,0.5015566723300011,0.5048374266268495,2.0,0.1346214902555705,22.09704443439515,17.134460757345124,0.37554207616688,0.3486054817076299,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.403978284255672,18.93209439539701,14.773786183651485,0.6526430474184389,0.6267027295875915,1.0,0.3871043797624064,19.01934737108889,15.357500399594803,0.6419128914897876,0.6429234417737517,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3372036804056207,19.508627625950226,15.083171611607238,0.5918077715818286,0.58326197299804,0.0,0.3117251874796113,21.807493716103057,16.269090439108464,0.5871278596662374,0.5592423145910975,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4324655757089081,18.461090769420483,14.79627977377127,0.6671561112405747,0.6403549208111556,4.0,0.4389318387275159,18.26431313389033,14.444059668693752,0.6767142793507822,0.7017486609130447,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.214423540627805,21.570486172336423,17.325085379860617,0.4774603192364405,0.491127877957024,3.0,0.202253336905046,22.39395705039537,18.34153634213611,0.460776590666088,0.4950463607676748,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3048846648485105,20.360228056457863,15.787568252185157,0.5706638939631254,0.5675713303271281,3.0,0.2179990428556554,21.889768687924217,16.526752124306903,0.487076018643734,0.4360104103225011,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.181640194317375,22.27476815992607,18.122399289575164,0.4466262254082769,0.4756213144915051,2.0,0.1328236970225366,22.26992496059477,17.453927794398524,0.3723609734739704,0.4017118699326149,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3874392014168588,18.88403992877358,14.713376464229642,0.6285817556219138,0.6102585514422264,0.0,0.3508372735566236,20.84999951157338,15.940525768975526,0.5935425368052631,0.5611527552157642,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4326300661947371,18.644331788130067,14.806937157628296,0.666363719193428,0.6359491339846978,4.0,0.3394727399168293,18.762008061881453,15.177156849223604,0.617055702082274,0.5455711762881578,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.394322268762878,19.0620182391152,14.468099584758548,0.6414214753363106,0.6125787310707678,1.0,0.2423463567554644,21.289677881223355,15.994697981196872,0.5192992863853011,0.4998375698132086,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5123339560663474,17.307943581894325,13.636862938390946,0.7264811935572053,0.7020732230325292,4.0,0.3158595201506596,19.16771984751037,15.445307924470852,0.585504929309155,0.5880186236520847,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4648606275228174,18.007647392889137,13.867730872007112,0.6907724547345007,0.6808885103637593,1.0,0.4293938259289174,18.066165248663584,14.253195613115532,0.6557922049819577,0.6252142669840534,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4971037523610119,17.430640330184826,14.0067352395281,0.7201268353219028,0.7026752647163256,2.0,0.2984660143036992,19.88481506126315,15.92153201709136,0.5718387094409507,0.5459359784134735,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4926423682984724,17.387762492546933,13.25196275824029,0.7060018598495998,0.6946743661760327,3.0,0.4494830024424771,18.39308057191012,14.438100289271024,0.6714733992307131,0.607749620514419,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4667771106114912,17.99381790749959,14.004051137929448,0.695460319253335,0.6718622949578285,0.0,0.3517657187242673,19.209140940166435,15.468359179839243,0.6047993926474582,0.5910596499135635,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3284823606329452,19.980427288851203,15.955295831244182,0.5801951983012466,0.5737172068739448,2.0,0.2303374415849212,21.84822377558689,17.794689597029713,0.4869881607551375,0.473607409071793,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3741875344090574,19.229919954799005,15.286588245876567,0.6260394136011553,0.609248878727359,1.0,0.3115671286465913,20.591633006658224,16.586305294405687,0.5660033076999265,0.5632893690072596,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3913223476949107,19.38296995555332,15.313571608227477,0.6348343449594656,0.6188919944074491,0.0,0.2818088877388148,19.20143241022501,16.127831218150437,0.5541120652698613,0.4694579981065704,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3042762058498269,20.44314240389061,16.412994008707937,0.5688812756077499,0.5633097268041225,4.0,0.2434165759379378,21.172127611106244,17.581756152579796,0.5157702432637372,0.4788971184668509,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.367215779811181,19.446397805618524,15.367941681333813,0.6143044888308272,0.597900886781016,3.0,0.4041810631529504,19.02776876227976,15.755788827337613,0.6423822355431236,0.5788737902770169,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.422410576948615,18.52819519849948,14.66131927787765,0.6630735001280361,0.6508533104923238,4.0,0.3610751410274659,19.8170828940473,15.75661173277797,0.6127007088522032,0.5867267730923409,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4106461642151122,18.14576582477265,13.710823438134732,0.6538270062870195,0.6488206980371929,0.0,0.3574254286120383,22.057077512844284,17.19357298919509,0.6105135184644321,0.6300704582004896,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4597431032779326,17.964630803295595,13.667612850212851,0.6832824523038703,0.6566374565724488,1.0,0.2326285823790875,21.52105176725525,16.660997521416256,0.5270528351817274,0.554166134479139,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4592916554814296,18.05776625324765,14.19533213953998,0.6847139829220227,0.657299356493335,2.0,0.2371160781678889,21.09407700493848,16.274422289179174,0.4900289835955287,0.4946454132546691,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3813064069491942,18.828808057461952,15.34641977331198,0.6453556477160953,0.6284527995181362,3.0,0.3036439820459798,22.07454802253661,17.53229770502333,0.5573419382912355,0.5314676670001075,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3710193263665502,19.753158927138376,15.601730139800663,0.614751017161778,0.5922886629142907,4.0,0.213980665277143,20.144075487432104,14.963426503134038,0.4719869061115681,0.4735115496098488,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3659879375061197,19.501306536413527,15.375346774286475,0.6169631584698185,0.6026427139045405,1.0,0.256066809870501,21.103321884403,17.434186765133347,0.5079691560892672,0.5030409058826519,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3793681779334049,19.15455662454401,15.492396136354808,0.6307876780156584,0.6106724614423911,2.0,0.3159342515716168,20.795219550830502,16.15240028044137,0.5658343418502658,0.5696611934956268,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3347201995377767,19.855624244194768,15.301511664009618,0.6030671406712507,0.5874069052030977,3.0,0.2980434832041995,20.97350038887443,15.679861559578068,0.5748274175135557,0.6056989292242568,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3479805477493168,19.794046339829585,15.736779848281344,0.6059716735213745,0.5963568505719324,0.0,0.3321852044076386,19.68139068971289,15.96286236336218,0.6041410521696966,0.553586038200279,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3119991275455439,20.29976109264409,16.274230068275095,0.5786960008420294,0.5611495398309874,0.0,0.2500439433769369,21.253518414094263,16.381936611786735,0.5088609424299916,0.5533878941537406,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4456675083883299,18.17407325424374,14.517320410515651,0.6853770424344534,0.6659368691967327,1.0,0.2745354849043343,21.1159434544025,16.791839763156617,0.5307617532314374,0.5012942045070624,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4185407154476485,18.47292298318577,14.742344302789569,0.6601971597688925,0.6372328394721796,3.0,0.1880726211243635,22.9483328921875,17.762459785925092,0.4401311074728443,0.473861726788886,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3925826515217328,19.013054369034588,15.07252145163612,0.6443067263309495,0.6115781505877934,2.0,0.3883352273890542,19.434983639570333,15.2660859718112,0.6477422683916833,0.6438130917418066,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3635417362534124,19.450688404418905,15.336914004176116,0.6266496912758294,0.6329962769724736,4.0,0.2711676905135645,21.265631625716093,16.47207167973176,0.5318672912083902,0.5213506897022151,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4095123137976083,19.22663316790317,15.109708808768058,0.6481397165769218,0.6339142834205099,4.0,0.200367937450508,19.847369718840906,15.752236674187593,0.4786854538386109,0.4545301931097029,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2184467206964931,21.507648308013813,16.828040639336116,0.4701720463300115,0.4895058173043936,0.0,0.1102559527004962,23.68968590836439,18.69079335502498,0.3363498320919944,0.3316927775582309,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3550928491641163,19.86091322125753,15.596753232971697,0.6162419482522087,0.5904146510721999,3.0,0.3364494161727243,19.124067234349283,14.786659654332787,0.5982294741561813,0.6219400539629334,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3374908712589068,20.197539674524293,15.98714440490917,0.5886471189877647,0.5604363480737519,2.0,0.2845020591174578,19.49102892248156,15.539291011325563,0.5433764569413548,0.505631031506888,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3040531995878317,20.465237224935432,16.147276866858,0.5585559709583017,0.5438472547024966,1.0,0.3238147049943686,19.98821324636696,16.145460036051208,0.5836805527724849,0.5880130613086971,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3251039105516925,19.76127829996016,15.56966423113484,0.5894079969369272,0.5646796492763815,4.0,0.2475890368085437,22.51088753812592,17.074560907269053,0.5154039837925395,0.5625167117011144,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3975303520700326,19.11000917462204,15.014539727848588,0.6394797188855803,0.6090314824364462,1.0,0.1781711761298535,21.69106884442928,17.557792804148974,0.4374626760818149,0.4683860892048362,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3931710080938263,19.182481970455903,15.233739227631204,0.6396439527132882,0.6207434436362513,2.0,0.2984290427410166,20.034709808626065,15.882943554451453,0.5509893032315589,0.5451759558697593,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.273606557977607,21.08349016921121,16.63603586587696,0.5313982392141938,0.5187809648706179,3.0,0.2717802196469769,19.993493191951245,16.148446707962623,0.5270552276585245,0.5190027271915313,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2891088291562309,20.70087137348184,15.773336988119382,0.5483260217382034,0.544680444149044,0.0,0.2051450189542085,21.51605191982583,16.50239107837993,0.4955537658783108,0.5410955257551626,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1985331758059175,21.96916879772053,17.211929388125082,0.4497148730664074,0.4488171138517686,3.0,0.1965919534696907,21.72389643656247,17.06128129864266,0.4551922867964428,0.5156396353705469,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2227053879240942,21.625433613691907,17.248574501121666,0.4812467913194122,0.476766322828015,4.0,0.2594136110475271,20.83532870156656,16.63916335100627,0.5250844628201119,0.5178934668696392,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2856077769785804,20.83827071331692,16.5698121886608,0.5394506385781921,0.5242355422595825,2.0,0.1708612251901291,21.66232068797344,16.585261404132318,0.4169784388560166,0.4244235734042793,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3457057270855548,19.33183605553664,15.038029711962402,0.5939177268568441,0.5807087904791023,1.0,0.3141043189470115,21.9861227382135,16.936325049215917,0.5961927489716019,0.5470958939114795,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.219034174512812,21.671210710127163,17.340260524986206,0.4720118724143262,0.471095209901673,0.0,0.1918940116998561,21.88294299235391,17.050634759170574,0.4405425112159512,0.4488386810343504,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2032691926971108,21.86218725036687,17.908204237199683,0.4753464269985584,0.4875764930683086,1.0,0.209844107893215,21.647452131575506,17.45517965875278,0.5031830768489962,0.452381832275718,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3668540637326061,19.76812681107804,15.916919646988886,0.6195187746103904,0.6184556040370371,0.0,0.1764803461961709,20.802868957588373,16.737193547032813,0.4603516907373486,0.5000938814390878,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3749610706617176,19.30254594264612,15.22975112289765,0.622058870213262,0.6176970709770158,4.0,0.4169198203004558,18.89595828024649,15.4564155818876,0.6626766254118712,0.6172719794114395,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3355869677750157,19.922930012499453,15.667549175703822,0.5882948055454239,0.5890258875088457,3.0,0.3399519235491235,20.041286323411008,16.29076512457916,0.5953730305106651,0.5475497236539026,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2932651692864292,20.08281021411089,15.876346848122672,0.5504281701276722,0.5524155015162604,2.0,0.3280309334328014,21.80677693730308,17.135076990707145,0.5918748850716288,0.5715597884897543,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2133094723998716,21.713721676334902,16.99115541371432,0.4663288205848785,0.4614424654169157,2.0,0.1942038625756816,21.99305322673717,16.791820953537744,0.4580662654512252,0.4981444895847259,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2496094786135244,21.3425419813122,17.145013778938736,0.5090137443783913,0.4958911218593559,4.0,0.3153719419929183,19.69496298775057,15.648786046149324,0.5996784134222913,0.5703119512394008,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.314232208944161,20.115797313488056,15.91184435717002,0.5682238366743755,0.5541968374961481,1.0,0.2020177493273094,22.527088022089824,17.42787313513993,0.4546775691702308,0.4309929006135233,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2857828643302007,20.66365417586888,16.201260279715882,0.5392727353295661,0.5226771130777235,0.0,0.1655656451201357,22.501852207161075,17.89346756655867,0.4117795902560894,0.3605495736943317,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.219412491460983,21.40373507755754,16.969817494242644,0.478588478382415,0.4592678619691492,3.0,0.1965677429048322,22.73874700021605,18.444379743291528,0.4808708316483598,0.4423343232896633,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2851504364403361,20.790176802186345,16.415936694473604,0.5549572773494352,0.5648513993584018,3.0,0.3334914196867796,19.628998960789,16.151324495557922,0.6187462382667182,0.528172205452475,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2536674215805867,21.54114289303001,16.739675311227803,0.513041661746169,0.5211955013897389,0.0,0.1330256253273896,21.01976579286568,16.15230974102547,0.3740925981765228,0.3934872426686471,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.354422424280835,19.79036816551825,15.509090846458417,0.612807409607673,0.6184967199703509,1.0,0.342675648359559,19.356175536390683,14.717522780060438,0.5946095878448642,0.5632265494784576,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2892141543204124,20.594579884242773,16.18420416345938,0.5455429934212938,0.5517361304553124,2.0,0.181869170427694,22.3238642811524,17.83547860667192,0.4299355236085634,0.3878287622099339,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2443479844443989,21.414687983266298,16.698392935088187,0.5002506676132153,0.5079364658545369,4.0,0.1604305519445934,21.88059830636812,17.34664926792377,0.4051466599340548,0.3676169625438502,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0952857659096523,23.127442941452088,19.25273879332319,0.3195806391304746,0.3444522607361261,4.0,0.0518037079444581,24.50451584817527,20.749340664352506,0.2422026720392674,0.2145530709206134,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0740127879837407,23.470017632328787,19.21008045816553,0.2855421743579869,0.3117947184056346,1.0,0.098473557839389,23.60374456231793,19.759589409591083,0.3485079860677348,0.3227816006175266,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0183364369081521,23.87418385009017,20.357377626823656,0.2562758532159735,0.2736376956941144,3.0,0.0349868843589477,25.48463566682065,21.758278336498616,0.2749390867188773,0.2673082881741472,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0024571790068095,24.85073819498104,19.734321504913414,0.219666715046189,0.2490177102154525,2.0,-0.0048094007044874,23.15919170899392,18.603896283734567,0.2331918157564086,0.2517517251742446,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1000698149276968,23.206087108249395,19.18049412372684,0.3304947787735051,0.3400568218503407,0.0,-0.0068084104672636,24.64660476529572,19.893417684649894,0.0975541798176527,0.1526409811608995,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0147872588726858,24.364780298164533,19.22995321667884,0.2073416592814712,0.230066730528846,3.0,0.029314602961275,23.83206086546284,19.388925913605245,0.3664845233167385,0.3442094346656165,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0606679928084848,23.962109657302843,19.984682806135865,0.2681895211334593,0.2998718365573075,4.0,0.0656325725602939,22.724291359708545,18.80555845903428,0.2829992337656392,0.2962985840516247,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.017143653723204,24.012933782548348,20.128617999074216,0.165197967076818,0.1959744900611209,2.0,0.0237462038847633,25.216768451809287,21.256981384951764,0.2347288002686017,0.263015796770694,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0426619454352833,24.3786770212486,19.90569571187673,0.2281560718341743,0.2338389553374741,1.0,0.045603098522303,22.08433609955356,18.521914700671456,0.2289291022686939,0.1972620768068381,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.015305686524459,23.95534337944638,19.36805404789192,0.173113751901085,0.1765890112181544,0.0,0.0070705978980736,25.72260407024445,20.60952985394725,0.1912856585927766,0.2088448919589806,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.012609804182453,24.647236838996704,20.06822509912748,0.2099909554081331,0.2127623850230955,0.0,0.0230680348921363,22.90174985538884,19.24917928874822,0.2831923917757781,0.2512088911208264,0.0
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random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0928191091586009,23.34896073367394,19.284070600189125,0.3200557591209793,0.3277002199594305,1.0,0.0348774072965455,23.89036637669989,19.6265185327688,0.2013712719831443,0.2047737481696787,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0882346416328919,22.80413444279394,18.7147480675143,0.3153595484730795,0.3178730713934575,4.0,0.0135625626223131,26.434257676965466,21.41494660941277,0.1830143177720102,0.1912107564115697,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0108176520300893,24.05948309552389,20.155483845482188,0.2763745307157124,0.2725498880858908,0.0,0.0005016267263967,25.63496542783732,21.246419161801835,0.0228945866987025,0.0447134507930876,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0581415482683358,24.252439816122628,20.009474038998945,0.261343115978189,0.2756593591026722,3.0,0.081794220945801,21.28971075824811,18.157782389603927,0.350881956696421,0.3090539401745379,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0568347334597703,23.78998974498776,19.924172231290623,0.2691687868378095,0.2674382126831906,0.0,0.0136661729840036,24.175357274368206,20.11769485810844,0.1292048135559058,0.1494471446926994,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0930838466658151,23.335187340419264,19.5207396143133,0.3252132641985918,0.3261610896904559,1.0,-0.011057153784816,24.55671682539664,20.37610044026243,0.0757823834737036,0.1230676878086373,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0793451289863834,23.57112526913717,19.533197228507888,0.2900068958671712,0.3248985889929447,2.0,0.0927935957313985,23.02105124159799,18.97854090569428,0.3207543619449288,0.3079505948877156,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0599340864393004,24.04943664776949,19.99634472135013,0.2550613546866762,0.2760225482840721,4.0,0.0692232289666736,22.34995650041677,17.748611056501694,0.2767613621474996,0.2400889263890576,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0857103731432943,23.04602368347288,19.09439455331849,0.3023157932067251,0.3241690569163446,4.0,0.0011573947407126,25.71965073593477,20.74236117115337,0.1413142942557773,0.1129565399812532,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0870366433809041,24.026370066250163,20.00687666711728,0.305267785971083,0.3069926362644342,1.0,0.0131492051548562,21.143445367580327,17.658418239361673,0.2144198707367566,0.2536839470241297,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0002355457704322,25.01611467572547,21.22233291836153,0.1804353619141448,0.1438403046796588,0.0,-0.0005624381184585,22.23325666953621,18.38670617287989,0.1980154155206567,0.1924356641360864,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0794857649924296,23.93067282860041,20.020551080414744,0.2988072413594151,0.2853898441338419,2.0,0.009373670775279,22.369019801607088,18.98108036357395,0.1787078581357375,0.150902378641709,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0011758469147165,24.30932531604649,20.375176723679893,0.1148051072963324,0.0290574981372089,3.0,-0.0013739484873886,25.10574248549957,20.743952310467296,0.0080305998500752,-0.0457483689613966,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0088052636582462,24.707429560170823,20.80174225042674,0.1709349579406336,0.2047103574654079,0.0,-0.0015199163687911,23.1011860596803,19.57680718016229,0.143576576626088,0.1831782723378943,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0216324462727437,24.1464138615727,19.891142146843524,0.2116844948837768,0.2422567586211701,1.0,0.0144434953561848,24.568300809057263,20.080502890908257,0.2291540645468056,0.1732697908524578,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0640855484120608,24.01978420296203,19.95232708681385,0.2756420888695504,0.3146871578287236,2.0,0.0696020578095651,22.207182101226003,18.414939331560504,0.2946089614875569,0.2145581269403129,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0082610463591534,24.55142942777112,20.4023205974148,0.1474170632761544,0.1897428702675153,3.0,0.0007825954068108,23.78946096668089,19.65320438785448,0.0310408455983603,0.1196804867684163,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0063810300597084,24.80359779437452,20.57104576215928,0.1374353512348454,0.2011080777703853,4.0,0.0046863325822739,22.753673528162647,18.4636947041717,0.0760153037625906,0.1450437976622564,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0063602247799451,24.035128262832192,19.9009089824582,0.1242968153368088,0.1807810365326009,4.0,0.0068039105463977,25.850073366194028,21.76366283184916,0.131867867061599,0.1482787126614062,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.060424478135727,24.028851278455846,19.79625931395644,0.2806364285188288,0.3084403816200998,1.0,0.0383492544907627,22.72793745431823,18.42512161339185,0.2452138990335866,0.1880816162309897,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0099664036772084,24.226239807319825,20.13180899585903,0.2355166681362283,0.251020633316749,0.0,0.0089216587167093,24.92596135963358,20.52182248616087,0.2138398089147637,0.243142256881412,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.081247541300271,23.41737387546801,19.4277082763756,0.2998149121076173,0.3039096883807978,3.0,0.0059153308207935,24.40943555115125,19.164261932373048,0.1784145042677251,0.2011546507856388,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0022477106521541,23.908222068677247,19.594435618587102,0.1637486421308249,0.1710875643588333,2.0,-0.0115708877178102,26.65132379397377,21.98630655109553,0.2421799695135697,0.2492573020521159,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0059672474485682,23.60842646727056,19.57040961525657,0.0964385339471424,0.153798834224094,2.0,-0.0058116103438787,27.39850147318361,22.86064218089067,0.140162024164662,0.2078256850811116,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0068421496324447,24.57160542971445,20.66871115524249,0.1362649674386692,0.1798280850840904,1.0,0.0088093802660609,23.6865834001998,19.932049161795096,0.2051930404747312,0.2345378175950734,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.06105519932208,23.780315568785497,19.691543251226754,0.2763441149218707,0.2953161647962459,0.0,0.0464028999378244,23.60555239624213,19.42474791637441,0.2522048024294589,0.2059034471868087,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0502938722509832,23.61212641830612,19.71915570724109,0.2678121396869435,0.2906801067253768,3.0,0.0170443901230354,25.206295195162063,19.770631971833453,0.1723649424351268,0.1623482138138936,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0115268556232145,24.51117767715373,20.34105736829689,0.1678547165014891,0.207564029813706,4.0,-0.0098005101032701,23.734965685559064,20.12118388307688,0.0684403394653828,0.0918085321792626,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0118329038579981,24.44637009549459,20.429188580683768,0.2694265926750357,0.2664221183491509,3.0,0.0052559701023977,23.954338041403883,19.392946356673264,0.2190606582442793,0.1769256163369602,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0001002404021318,24.35276043315107,20.048307754684743,0.0897993562095781,0.1822553003661063,4.0,-0.0026095678078499,25.04007154524675,20.60054962411112,0.1114158133797531,0.2148690642686455,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0557711792445929,23.452676905921948,19.64683148891144,0.25899799837498,0.2626845696027539,2.0,0.0558762858578162,25.106375577086155,21.008601488988045,0.2630929836478483,0.2227696488002001,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0864256811613508,23.42121301830026,19.70025093961353,0.3153832001589403,0.3261626529065411,1.0,0.0023482501284167,24.37257350738491,19.966479490501445,0.1171943500349309,0.143821891631051,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0264258281516067,24.00910708091533,19.7160566295277,0.2711407585035898,0.2953041673721621,0.0,0.0191448505688425,24.85307313266672,21.381979994800208,0.2007821064273542,0.1541679620644766,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0360693099092047,24.489910023188088,20.40269343016233,0.2560909658214685,0.2527504921341311,3.0,-0.006394278535033,22.634636455863145,18.595858241971683,0.0032424679419037,0.0203430324806718,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0020644198269751,24.302963483842227,19.954248040359538,0.0622680465783657,0.1400782517330334,1.0,-0.0111630098811372,25.16567909366994,20.60355425165503,0.0813463818620234,0.1638515476554456,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.074729598112926,23.99893819522675,19.98932308732971,0.2925632265221545,0.30864023524926,2.0,0.089168860010392,21.45944795533872,17.844526744020577,0.3359091661994889,0.3250014865399637,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.003518444093323,24.619205691510818,20.340653214047435,0.0635431055212775,0.137589288261356,4.0,0.0055574240230942,23.70300831570735,20.10150476360848,0.08707732987287,0.1707032747657602,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0614392410053968,24.1246719077405,20.07722812978361,0.2735075440949294,0.2714869233061061,0.0,0.0594253096213998,21.71977045489736,18.10418021523492,0.3130569318602935,0.3794856668301965,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9977337173514648,0.0071699188721944,0.002363869344848,0.9988674731274492,0.9989409391697684,1.0,0.0545956818681204,0.1495656816679386,0.1174066342304352,0.2862529882863368,0.2988224208613768,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979848446788842,0.0069104740619176,0.0022903070073355,0.9989929892037528,0.9990753073405488,4.0,-0.0230646907367821,0.1438678287376735,0.1188028040826097,0.2091508158066603,0.1934404010344635,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9977021606772486,0.0073190553836423,0.0024777678977812,0.9988514768692656,0.998913536210442,0.0,0.0247903129075925,0.1472588225025425,0.1168064140636977,0.266456005481802,0.2446541192789289,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9975814586780826,0.0073956917529868,0.0024537945557824,0.9987912246355282,0.9989185921735864,3.0,-0.0603611957269987,0.1405098256798451,0.1144314755551895,0.3053219383981042,0.2891948559171839,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979247422173064,0.0069068721720707,0.0022675376455254,0.9989629439594936,0.9990305822273022,2.0,-0.0283765514191747,0.1533613481649709,0.1224091405138847,0.1894917051562475,0.1745506696404518,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997635975084904,0.0072691463081973,0.0026515980752764,0.9988206833826322,0.9989178658538062,3.0,-0.1001206767865239,0.1708404815890135,0.1279824554775787,0.1898519087962148,0.2182204026238132,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.998167124591905,0.0064793008164007,0.0025329077543235,0.9990856872990757,0.9992204481471706,0.0,0.0382098504361686,0.1488109925838752,0.1194576460403303,0.2654254161728502,0.2422486128178247,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9980356922079802,0.006823423538237,0.0026349088696384,0.999020899066632,0.999157445588018,1.0,0.068371079928948,0.1384900696977376,0.1125610091864669,0.3537910343502624,0.3326162785198442,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9977216982167688,0.0071629062084928,0.0025789761665144,0.9988629821310688,0.998924252403215,2.0,0.1442771671729282,0.1463930232595859,0.1156859417525459,0.3904304783210546,0.3986881800743717,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9980852764134018,0.0067740429064717,0.002723269993299,0.9990459916677116,0.9992024093201144,4.0,0.1294050361749135,0.134464094712567,0.1099120528739867,0.3806672483764819,0.3423983487840852,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9912608283497192,0.0146106574360997,0.0096351211890525,0.9958778287683842,0.9956859883087747,4.0,0.0731107123175922,0.127150992969839,0.1023694178086566,0.4060764160827145,0.404539364283187,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9912181304572558,0.0138662270979969,0.0091034785250463,0.995886961050377,0.9957351069822208,3.0,0.1808892424880798,0.1460635637998179,0.1140137611233199,0.4527976050273822,0.4668431133159877,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9905499233328826,0.0145995757001291,0.0096548093894344,0.9955942386963178,0.9954534990123596,2.0,0.0230304267761515,0.1557306880107621,0.1204456605876815,0.3385938565417402,0.4020722908314992,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9891190066471373,0.0154265432076625,0.0101391676817855,0.9949233182467236,0.9947708783729818,1.0,0.158832242716897,0.1479240758349097,0.1132796291112332,0.4452385830306896,0.4462751478450034,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9915725759172538,0.0136696851842467,0.0090363902327189,0.996065831884323,0.9959789690758925,0.0,0.0921490083957372,0.1467073209593995,0.1176436685565225,0.3461447552139623,0.3355226906722436,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9975993535661652,0.0075375017681163,0.002487387876463,0.9988000832707282,0.998906418215146,3.0,0.0014758374387304,0.1408107275989811,0.1146815059426479,0.2896732446300152,0.2630730624679164,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979199283739736,0.0068927954238423,0.0023737463606865,0.9989605600569584,0.9990833166043886,0.0,0.0043474144674255,0.1532332578733365,0.1194256931353133,0.2487735143245379,0.2469968955373312,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9976805499086536,0.0072564689251534,0.002314685386166,0.9988407744926008,0.9989794155901788,1.0,0.2073222071318913,0.1392438990879603,0.112240912328803,0.4576292643317652,0.4023501359887505,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.99807066655023,0.0067528092830682,0.0022812040336339,0.999035901097177,0.999180493657738,4.0,-0.0431003759988735,0.1483956240419539,0.1166157055408005,0.1921141196380622,0.2087089856732411,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9978363336621544,0.007164032514304,0.0023915753902505,0.998918626523637,0.998982133802964,2.0,0.048487413629688,0.1429433031207837,0.1145848800415589,0.2875424280419472,0.2857235166006152,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9977152301154072,0.0072115535396651,0.0026606709247745,0.9988603854181092,0.9990346072964632,1.0,0.1198653849420533,0.1462764299610962,0.1142693975962537,0.3774612131786354,0.3609750511212328,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9982153659870692,0.006553151855051,0.002617592476139,0.9991100051244356,0.9992975073673568,0.0,0.0362228970802711,0.1416627828611157,0.1134235061583897,0.2722256485226055,0.251013701793828,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9976182504690994,0.0073767104674574,0.0027445214550974,0.9988118435378062,0.9988679204391974,4.0,0.0203041605734606,0.1537092077327448,0.120754174188634,0.2593151426437182,0.2572790016758867,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9978165827471744,0.0070043907756475,0.0026156837093562,0.9989110706272196,0.9989238371462624,2.0,-0.1401035023181873,0.1634001502657512,0.1295951006992558,0.1108314981814321,0.12492437731222,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9979679127531528,0.0068383919953082,0.0025964159094565,0.9989861681537876,0.9990754489097596,3.0,-0.0863805626969045,0.1586484957101124,0.1234884877329437,0.1994173563512796,0.2952588185803723,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.960771439181398,0.0307820554836347,0.021536756975547,0.981771327773132,0.979925384067638,0.0,-0.0506452915094755,0.1417508143468594,0.1126979933817005,0.2412879123461355,0.2388935828105627,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9533646783463408,0.0319500268504286,0.0223289635768358,0.9784723895512488,0.977616464558973,1.0,0.1504029530243231,0.1511142039442187,0.1165213504672022,0.4092802160389803,0.4017751915802111,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9540772984430772,0.0323842936896665,0.0227097387272959,0.9787931134316682,0.9771171536634118,2.0,0.0567017823260322,0.1444220196390888,0.1098471633383251,0.4096405558136907,0.4761408943795027,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9566707335836176,0.0319730162418255,0.022306689780825,0.9799052497431054,0.9786041031251002,3.0,0.1920972546783196,0.1322323688433181,0.1061035779784893,0.4559868897877412,0.4328756318288584,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.955333495912878,0.0327090112162397,0.0227563690253687,0.9791695035917816,0.9774926090397384,4.0,0.0105074679143644,0.1348726259793397,0.1076835243657965,0.3363494538317915,0.343802305342915,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.997998673311426,0.0069038062388263,0.0023024368048412,0.9989999443910312,0.999133283097672,4.0,-0.0356402340320707,0.1425129608746026,0.1144309062616725,0.2723806586159965,0.2305536357044844,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9980317926123524,0.0066695896745724,0.0023267276495368,0.9990166112170624,0.999219997527987,1.0,0.1712644672663142,0.140086091035866,0.112389997427072,0.4369941344660633,0.396603219989812,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9976118261334372,0.0073170356346968,0.0023593554392442,0.9988064042444842,0.9988843290208088,2.0,0.0291043464686356,0.1579367014640262,0.1261956493378792,0.2718287138343381,0.2403399212782945,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.997521288209671,0.0074420697610222,0.002451642438128,0.9987611560773684,0.9988535845277624,3.0,0.0740553106567094,0.1471348314442792,0.1182053476379666,0.3373987111345938,0.3304856737485146,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9976448721158516,0.0072705139857659,0.0024126179173653,0.9988230551346085,0.9989256232858664,0.0,0.1516786017643311,0.1434765011763677,0.1147075641324286,0.4012601452699778,0.3306152647719652,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9977017208751534,0.0074343236332539,0.0027535946649482,0.9988534754844236,0.99892538146144,1.0,0.0101538472287996,0.1399834899559265,0.1132958255051978,0.2964798331761484,0.2650502103342418,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9978051391051512,0.0072087197648272,0.0026966237124064,0.9989057550875216,0.9990395051229932,4.0,0.0800424540171815,0.1358147892257543,0.1103708824578539,0.3524154507858599,0.3407834530051913,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9975571165777284,0.0076044616497133,0.0029154335563253,0.9987813788040926,0.9988614880947791,2.0,0.0569145077371248,0.1356843110878597,0.1103056818398908,0.3669914733636236,0.3438351629565162,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9976094305271068,0.0074219463447074,0.0027950540642086,0.9988073255712144,0.9988266018397008,0.0,-0.005247217483574,0.1485385137614102,0.1188823179274039,0.2565818332119471,0.2525463999446627,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9982292633771302,0.0063827642317486,0.0025711069443714,0.9991180272329976,0.9992508243605638,3.0,0.1081900249927895,0.1433716986661734,0.1148203346502875,0.3471514220463136,0.3310134394992163,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.769050816031485,0.0740711249068176,0.0554161486123664,0.8813926492844824,0.8562950824081407,0.0,0.1189991439613423,0.1288079521291944,0.1039330420585264,0.3933398885562549,0.3902310512095219,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7405427807123884,0.0743696693993283,0.0562559989792153,0.8668102462695721,0.847744473886034,2.0,0.1704185527046983,0.1500083759974237,0.1199272421438591,0.4150639779279965,0.4038683866240031,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7723144544020043,0.0724282664826474,0.0540138453052502,0.883347991232992,0.8630443114796148,3.0,0.1433086696221451,0.1416210008035837,0.1125393743585786,0.395668984556889,0.3840793975246632,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7627569690731386,0.0732105806809193,0.0551550439570399,0.8783855086391855,0.855153773481411,4.0,0.1573507846933686,0.1449436229221312,0.1156419736757899,0.4202878983311313,0.4063792700671269,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.766638203304689,0.0732801356223662,0.0547272807851489,0.8802185747668668,0.8576314494864153,1.0,0.2294963511246119,0.1316364496315725,0.1044362937183076,0.4841258381810975,0.5041022914731083,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9975631884241368,0.0072244160397186,0.0023210935554609,0.9987822335371492,0.998869655123042,4.0,0.1453955935581226,0.1544026263757599,0.1235693228141946,0.397566529564622,0.3893330260146522,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9981565345789972,0.0066124390058359,0.0023275627501871,0.9990788805666696,0.999214462516452,3.0,0.1048618681824317,0.1348442967324673,0.110597170758485,0.3490849507921162,0.2567971560763982,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9975752764627326,0.0073939695983587,0.0023691793111277,0.998788234696908,0.998941938913862,0.0,0.1198215408026566,0.1417808264193951,0.1137998318993282,0.3746817466030825,0.3760640563143491,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9976318686493892,0.0072576299870656,0.0023449083697885,0.9988165342703936,0.998867181132158,2.0,0.176604635582107,0.1461056788080392,0.1178771644861519,0.4219504981237365,0.3545134677413428,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9977839320486388,0.0070631165579223,0.0023145804084044,0.9988925252628912,0.9989593336975668,1.0,0.0568725944102669,0.1516031752975023,0.1194362521460985,0.2884082159946758,0.2872018516951828,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997920692645676,0.0069162450925293,0.0026183807653202,0.9989630007721052,0.999031109277066,1.0,0.0884206386174003,0.1440488398696987,0.1153832599140624,0.3249632998760592,0.319389454456943,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9975913535302086,0.0075155810086854,0.0029551612236812,0.9987991166025396,0.9988723252892432,3.0,0.1597795199691811,0.1353534928499845,0.1088734575050191,0.4105647306046179,0.3944819893968545,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979810782949228,0.006834050609557,0.0026722730054648,0.9989929810731768,0.9992128605812012,2.0,0.1095825736081883,0.1434459166730293,0.1129236490677123,0.3521335675908724,0.3655149883677231,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9976124935578764,0.0073253140551431,0.0026896781961277,0.9988086964542022,0.9988893727022364,0.0,0.0005910207032848,0.1607888775752744,0.1250214233852735,0.2552313308240931,0.1858249712879902,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9982568783261782,0.0063080008191576,0.0025066962524677,0.999130756323497,0.9992775005351996,4.0,-0.074100030899046,0.158136363291182,0.124510068191025,0.1408481242184097,0.1434904983464034,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9890281728352804,0.0156325838321535,0.0103267774603151,0.9948836303200838,0.9947836394170716,4.0,0.1645545254314646,0.140315941733737,0.1096480717766651,0.4301131018502515,0.4497894109376539,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9895189208962972,0.0149651104981372,0.0098591593212686,0.9951264033016636,0.995133971511876,3.0,0.1164197858295398,0.1534489582118252,0.1187212953415808,0.3725061020410556,0.3818567168075117,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9927452484439122,0.0129750952185056,0.0085882455305902,0.9965906978898716,0.9965562809723738,2.0,0.1420388938089084,0.1393511157269016,0.1098968158136282,0.4084576602887058,0.4256666353693347,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9911821902763016,0.0144335907945931,0.0094965549539054,0.9958599813004828,0.9957148782752188,1.0,0.0631933915169282,0.1407914562714473,0.1096647908607811,0.3739607781667755,0.4306819502002828,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9906862738281996,0.0144233168596987,0.0095057678065141,0.9956519126528456,0.9956155693752852,0.0,0.1220416661160759,0.1470283616717097,0.1150720913869374,0.4102001724482115,0.415237516342794,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9977053001738864,0.0070314038239544,0.0023367140391101,0.9988533102543256,0.998841738247639,2.0,0.1560397313250383,0.1484747982534216,0.1171467903457983,0.417286938740426,0.3578677047191428,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9976895797306226,0.0071565703457279,0.0022297769612168,0.9988454126949252,0.9989320316026769,3.0,0.0864741353663997,0.1516600028644908,0.1219139886662707,0.3596613406512793,0.3198019291762108,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9976321408875952,0.0073306569493961,0.0023511335315539,0.9988165381005232,0.9989127890873216,0.0,0.1292547602333971,0.1455750172679787,0.1178918952745754,0.376333481880754,0.309021274067714,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9982422972920358,0.0063739424314987,0.0021751037643207,0.9991218452728352,0.999294094253032,4.0,-0.1247510503202835,0.1561947269582385,0.1234790233164875,0.1173034273457272,0.1244319212526473,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9980757368444656,0.006663435892682,0.0023345247319296,0.999038498342519,0.9991801333819056,1.0,-0.009370969313146,0.1505586215250706,0.117128419908783,0.2213726591343588,0.2191890998055085,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9981575116301236,0.0067108424481658,0.0026629202076185,0.9990808155373492,0.9992775951170708,4.0,-0.0117924639832327,0.1387564632693003,0.1109821531500076,0.2245118126065826,0.2287294116724252,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9981053870097656,0.0068552615298145,0.0027187937902393,0.9990548506788982,0.99925689285195,3.0,0.0522238791396489,0.1279269876754018,0.1032567163186973,0.3335975220728275,0.3194306868593367,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9976852386014928,0.0074795950889224,0.0027989991659428,0.998844569946106,0.9989686729480728,1.0,0.0567738909583748,0.1369456981252339,0.1084488639654831,0.3060769861931112,0.3133992869613584,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.997659530801681,0.0073590066261456,0.0028092120792217,0.9988323362794632,0.9988669172703806,2.0,0.0465329668512011,0.1483727846965233,0.1174646507698486,0.2866441237924428,0.2678111663327813,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9978805772927674,0.0072640312268593,0.0027196873513217,0.9989423029416036,0.9990364842046008,0.0,0.0324126476070977,0.1316293200691768,0.1069844166546944,0.2970738070454968,0.2818864959695884,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9575767378594028,0.0319723676651426,0.0223217552291668,0.9802387385631302,0.9786686079897772,2.0,0.1108010417410066,0.1301291143737178,0.1044371847447661,0.4010820309362308,0.4086810544576473,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9512443704470191,0.0330387217913951,0.0230987531148716,0.9773709061109755,0.9758476270107996,1.0,0.20145577351756,0.142090432080828,0.1115394520621856,0.4669903896537798,0.4825535627098145,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9549395412674138,0.0320658602675866,0.0224164960679137,0.9791771343125536,0.9781803940530014,4.0,0.2837826818308572,0.1312620302335824,0.1061135289813096,0.5409529178565353,0.4812368411665795,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9561222557004302,0.0323960422228834,0.0226752032806267,0.9795917418900572,0.977653703857544,0.0,0.1079366317725417,0.132726424029223,0.1069802887411799,0.421434855697038,0.4106032753385331,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9584858690391148,0.0315609124949801,0.0219309679413051,0.9806543213067236,0.9793136823200972,3.0,0.1561253154965338,0.1275520223858732,0.1028803532965424,0.4455760860807436,0.4370959336420372,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9978564829932064,0.0069513063027283,0.0023002099848263,0.9989288309062953,0.9990089018966865,4.0,-0.0111523293435433,0.1564178861862404,0.1213652345879202,0.2184257596777835,0.2482256168506401,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9977692555957746,0.0071020547385248,0.0022637666830779,0.9988851992599496,0.9989346227467912,3.0,0.0152487613739223,0.1563056789330783,0.1230450117255417,0.254952363455339,0.2694404705351194,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.997681706939249,0.0071935298730952,0.0023038932121531,0.9988414484536458,0.9989393876454244,2.0,0.0667990942737088,0.1578170153290504,0.1244846743905832,0.3095781757556967,0.302675890484779,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9975966187799448,0.0075375139972889,0.0024897104147125,0.9987987027720466,0.9989033044914132,1.0,0.048571120088214,0.1377541057095758,0.1123118285676644,0.328627033518699,0.3175686653129863,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979564197736424,0.0068786924338037,0.0022263901760137,0.9989788464133748,0.9990757746289746,0.0,0.0034775288574918,0.1480824153031525,0.1207482540258277,0.2515393927241722,0.2233021180068673,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9975005171002438,0.0072568413517952,0.0026541167419247,0.998754071940932,0.9988592046003506,1.0,0.0899066899699509,0.1594972211516769,0.1261399938141825,0.3200594192263341,0.2732242600471681,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9976976502564832,0.0071554351494391,0.0027012521405187,0.9988516359005318,0.9988662933129788,4.0,0.0371912001640624,0.159243230021096,0.1249417484128589,0.2672066583321719,0.2831333579577668,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.997578843198931,0.0071955024669118,0.0026672893195436,0.9987925624157846,0.9988525094076468,2.0,0.1659301501271658,0.1504061144405774,0.1188912544699682,0.460477511227052,0.4357660294409338,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9978225324684872,0.0071512574042419,0.002734507995995,0.9989134521632584,0.9989663217683464,3.0,0.0476015139475094,0.140999681885691,0.1134508332764782,0.2853876379947915,0.2746078358711344,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9974631730791028,0.0075624116529579,0.0028233315309161,0.9987343195222992,0.9988587805722378,0.0,0.0839428737738258,0.144675228750868,0.1152356102995083,0.3419104761271547,0.3178790079904363,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7567263406748568,0.0731172622494049,0.0547874694513993,0.8754656925965763,0.8577750347657468,0.0,0.2117558376728855,0.1409280587020321,0.1100694587368947,0.460733517215567,0.4606718901821486,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7822309770000784,0.0707736092981494,0.0526812269721059,0.8891618683873951,0.8695807336352126,3.0,0.0872595897301186,0.1379940068316894,0.1080575538640793,0.3403758642942993,0.3347228441002041,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7701357077303344,0.0738045887018301,0.0553459291539783,0.882073452297388,0.858036456178106,2.0,0.1227622856702109,0.136893493082851,0.1087106692857107,0.3665904599941689,0.3529158684164861,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7570078769957213,0.0740730386108927,0.0557960857136611,0.8750277063277422,0.8503167963728433,1.0,0.1548982768965482,0.145095354987877,0.1143900542281075,0.4148414772737218,0.4229090121503971,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7438503303558115,0.0744183817510256,0.0561817066017394,0.8684824029865115,0.8478608480044836,4.0,0.3077961464294421,0.1366937354588578,0.1095566083270538,0.5605410494140254,0.5286285958663617,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.959575211193069,0.0302871071721523,0.0101653797990806,0.9795825338678223,0.9752895598756136,4.0,0.0003183886601691,0.1557791493239347,0.1250192496777802,0.2419701105353243,0.2429259127806961,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9634109459540668,0.029063621083413,0.0095562002881847,0.981538296474904,0.9774271185285474,2.0,0.0761551538178739,0.1463471648794363,0.1192002578209969,0.3338091927965316,0.3129520842585579,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9659908645741998,0.0287269098092302,0.0094684215096843,0.9828517633952149,0.978931799194365,3.0,-0.1105277482157123,0.1479342580199618,0.119223298572162,0.1739999081145264,0.1753009983159737,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9615414491599183,0.0295196682073831,0.0098692823550977,0.9805856163468204,0.9767060069302058,0.0,-0.0510606986056236,0.156328500806786,0.1231099950794671,0.1833556162167308,0.1687976205907991,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9611971576996684,0.0293737322359544,0.0096964082213857,0.9804102592448476,0.9763155185747442,1.0,-0.1062994154678709,0.1693500462167807,0.133007098083988,0.1178882960986402,0.1485094795022162,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9613472700145288,0.0297215736489148,0.0105282845520332,0.9804954801080767,0.9762504463241046,3.0,0.0237461423593611,0.1522421636066823,0.1214545412037839,0.2610765245190743,0.231647813697898,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9638233560250542,0.0285497752262773,0.0097217813071783,0.98175297978694,0.9780824858114436,2.0,-0.2200930591915455,0.1692829724776195,0.1331220569993095,0.0348792267739599,0.0584358977480676,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9601868738182824,0.0303738829053576,0.0108309301066823,0.9799040990204296,0.9754377506364004,4.0,-0.1246789870127427,0.1561119351885181,0.1254213228363131,0.1513200262482478,0.1296919248848685,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9682286562329764,0.0277443570970388,0.0094639083413288,0.9839934034100396,0.9802579888704374,1.0,-0.0624117720546351,0.1456291610743586,0.1175212108703915,0.1929308189035948,0.1876892909644454,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9586315534591372,0.0299460956304678,0.0105258266164265,0.97910944216828,0.9752982356232012,0.0,-0.0342574401938073,0.1699387464536609,0.1344398042707155,0.1883446915346012,0.1686399656016111,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9123228889169211,0.0442635016711754,0.0264545090650554,0.9566061694925628,0.9512496458484176,3.0,-0.0640875990214779,0.1638361308951512,0.12914772834149,0.2579785259200609,0.2865626046349098,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9073266218610588,0.0448203941687593,0.0268550715787155,0.95398260984219,0.949636196044558,4.0,-0.2664107547797343,0.1856725331492587,0.1429432206895483,0.088285325154348,0.1241701789071857,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.911379834524596,0.0462433138090413,0.0278427280634899,0.955941924657236,0.948199834920793,1.0,-0.1646854575053056,0.1514263477899288,0.1215055539355725,0.2913554346788323,0.2869717585487537,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9136767298719816,0.0451796821382676,0.0270394157011231,0.9572454971041864,0.9508914076438246,0.0,-0.3444148856527158,0.1661359981699868,0.1341873580271004,0.1834417353702879,0.1772242080051947,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9160501401730512,0.0436333117133111,0.0261633091218959,0.9584005074132712,0.9530375810587328,2.0,-0.2918512450408752,0.1761205142204769,0.1406056642442255,0.1486340555549562,0.1197503871023607,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.960415360012253,0.0299475442654533,0.009990183627584,0.9800114165084768,0.976036397736198,4.0,-0.0883283923102582,0.163394992956652,0.1266763768250341,0.1433535618691317,0.1730001101346241,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.966475398366314,0.0285896771015064,0.0092640392560825,0.9830979819111412,0.9791042583782376,3.0,-0.0486645988518497,0.1401950140774726,0.1142550103680705,0.2307197163070499,0.2338137048079116,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9721464168046464,0.0257679496316548,0.0078528358888251,0.9859779512521444,0.9828944069032812,2.0,0.0771371391470913,0.1395306856655007,0.1151193107786102,0.3546876304377534,0.2601703502318651,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9651823630584956,0.0285455335918766,0.0091853493738764,0.9824404214118078,0.978491927410398,1.0,-0.0389178851023463,0.1441521019866505,0.1181780874569479,0.2617958287726138,0.2422411294483385,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9645336412504188,0.0289092583747233,0.0093794093220549,0.9821103982387088,0.9780240623644488,0.0,0.0246712149117234,0.140953305113726,0.1150212050796451,0.3106453181582622,0.3175536854527482,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9671297121512604,0.0278795588910832,0.0094845472050263,0.9834418168474092,0.9797328441665442,1.0,-0.1623041688937088,0.1544682988062501,0.1240995162683258,0.1823400561003646,0.169538921784714,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9652519964018584,0.0282370177434406,0.0096019482631881,0.9824801764447796,0.9787438619088972,2.0,-0.0445091760184488,0.1563297259253779,0.1247058605140301,0.1901017267906452,0.1694935471933321,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9631440865341206,0.0290504079979457,0.0101349797690683,0.98140902046555,0.977437598680014,3.0,-0.0787501230628144,0.1586742362403007,0.1227800554399236,0.1496396062974639,0.173372512040857,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9724812017097956,0.0258170703781686,0.0085567325834544,0.9861517775821176,0.9828149722697544,0.0,-0.1518232461637971,0.1506399956937906,0.1203896920209311,0.1144918805531137,0.1241874970191043,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9603351942791324,0.029999075449335,0.0105173570055758,0.9799789219123264,0.9758137454593816,4.0,-0.0021983405990184,0.1532734240437444,0.1230259416079876,0.2436798088812407,0.2411127675942025,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.844776275433522,0.0604601938437642,0.0404641031839347,0.9220585075160884,0.9095492495318832,0.0,-0.037698771080677,0.1425912659872024,0.1155694802871342,0.2859792751741803,0.2914051401333082,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8524661873477511,0.0577399416688885,0.038397657123371,0.9262011303493596,0.9151420103022184,1.0,-0.0744032042704876,0.1595858193087703,0.1273189878398423,0.178104919443514,0.1886057221986527,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.83109927842041,0.0613335210990604,0.0411777018882747,0.9149723870672258,0.9046244311355858,2.0,-0.0293498063979911,0.1610510409325713,0.1291523529084567,0.2524830376479735,0.2572278220560349,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8452881455127423,0.0616415320652997,0.0415306421324044,0.9221127269219224,0.9045699669585704,3.0,-0.3139659770130714,0.1541935370237093,0.1274053947438473,0.0843403649952824,0.070651986810965,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8594923815194515,0.0586308715550792,0.0389313063432423,0.9296607972510732,0.9167785017733404,4.0,-0.5541835909267983,0.1712403583180566,0.1337127783954541,-0.0388167785311632,-0.0021799352737149,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9738523893957376,0.0252326667916705,0.0076831559189382,0.9868424120868576,0.9838598665313856,1.0,-0.2753134397319576,0.1547239493764872,0.1223834789182212,0.0134062556963204,0.0379494666175111,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9727714230290944,0.0253882352223405,0.0079083444926618,0.9862948442201708,0.9830934152330996,0.0,-0.09840549809999,0.1499658013092512,0.12257705144969,0.127594981103871,0.1204823750707186,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9620554478388472,0.0296540264591893,0.0098737880614936,0.9808476438464367,0.9763726895484832,4.0,-0.0442434546804479,0.1548802883941375,0.1216560856506613,0.1960556202703094,0.2033888648455962,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9749272876714756,0.0248634750649386,0.00751896818573,0.9873868955462056,0.984532890625618,3.0,-0.2007808268232178,0.1497477860561233,0.1171505290053524,0.0870950610185811,0.1286421785073652,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9724519472356484,0.0251407780068832,0.0076712153729554,0.9861330279612748,0.9833654600538024,2.0,-0.2218611396104075,0.1632261034807405,0.128781215475021,0.0427197193659289,0.0681954379338446,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.961230230504728,0.0292799379982709,0.0102317095087578,0.9804348211459154,0.9770209347831416,4.0,-0.2584589205301257,0.1828874996345195,0.1346298238966719,-0.0494294005864327,0.0391201547520564,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9643486208542944,0.0285712352260455,0.0096247884844902,0.9820235147553568,0.978372225012462,1.0,-0.122479758005711,0.1633608080100474,0.1290314160721455,0.1146854544706813,0.1043930079846805,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9602177895258408,0.03012369930519,0.0105113954765012,0.9799144811422832,0.9755881484023556,3.0,-0.0797084256744766,0.1447463909531508,0.1176518914198095,0.2534457652617668,0.2440638444245841,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9683714830546531,0.0277454254117624,0.0095260690162888,0.9840678824543968,0.9800317582312432,0.0,-0.0016274417146364,0.1386789054420212,0.1132293646752411,0.2887831769858304,0.2588516542673588,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9593152584622447,0.0298179014096373,0.0105412968134676,0.9794604617427052,0.9758240118789316,2.0,0.0453778526912995,0.1529295336208141,0.1219803447636046,0.2958157937577705,0.2818510227109776,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6423067498941999,0.0911853993208881,0.0688535880046849,0.8048431961640178,0.7474909427847207,3.0,-0.1134676156792919,0.1562984573735368,0.1251975821805945,0.1170929929373771,0.1260426376205777,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6729810625800857,0.0897247115348982,0.067183529252149,0.8233646982415026,0.7642282687739312,0.0,-0.1048049770236299,0.1429603649597813,0.1179892191161867,0.1087380016597375,0.1220196527825485,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6514932275034255,0.0924183297169933,0.0697219852839199,0.8102196875272936,0.747457009656875,1.0,0.0904662377798954,0.1270397079100806,0.1043792993613706,0.3465567100756039,0.3459264709340182,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6768934981835575,0.0883082327715319,0.0659609530860902,0.8258036208291687,0.7716316468174707,4.0,-0.1008780524794259,0.1474273802191544,0.1186437789787365,0.0764716488107708,0.0742457431772784,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6282096945356681,0.0914886273935727,0.0689710968691755,0.7962404703528431,0.7402242984823072,2.0,-0.0102826822887776,0.1596978879406038,0.1278073930140446,0.2288178048514731,0.218328375467944,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.960949282058156,0.0297458324419622,0.0098821631403073,0.9802838016148372,0.9758551850822712,4.0,-0.0957341014542831,0.1641773276734268,0.1309104704764317,0.17746764440294,0.1772535757242658,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9674950540212944,0.0276487137017953,0.0089552664432228,0.9836163303034962,0.9797555036276572,3.0,-0.0948243465743803,0.1535158001343046,0.1251650259526049,0.1591517485720834,0.1588026823675467,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9645252038691138,0.0281797847623057,0.0091349439937777,0.9821057924823744,0.978602936062382,2.0,0.0506227769299026,0.1533269234535544,0.1223575523805284,0.2847982995496233,0.2621166107002998,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9628288071627488,0.0292761792517904,0.0095380557895658,0.9812418707736384,0.9773120654082692,1.0,-0.1502424112006972,0.1632547687225295,0.1274996886562278,0.0815277053929097,0.1098793464039747,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9667085103247852,0.0275068547795689,0.0089601207142613,0.98321667163568,0.9801288047791956,0.0,-0.1908007147963626,0.169242177110041,0.1268536996906876,0.0234713000948246,0.0637702204108094,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9717625184064458,0.0262152242243893,0.0088255740329564,0.985789723381207,0.9826312730373632,2.0,-0.2077396362829524,0.1548304704176455,0.1209950647918544,0.0729883824674582,0.1053635953111877,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9610100748223224,0.029738636739533,0.0104006782721739,0.9803213279088256,0.9764368796804446,0.0,-0.0508234304412511,0.1600232598417066,0.1264178596111804,0.1692525023210263,0.1635370338793702,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9623804355328108,0.028994383256239,0.0101522759161512,0.981023472791496,0.9771512614880264,1.0,-0.1232741465921969,0.1601918821885605,0.1297954712011629,0.1345772167105832,0.1227734038190295,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.959525121038448,0.0298071116354118,0.0105799640545678,0.9795677101549352,0.9759473227092008,4.0,-0.0743843309082388,0.1607020909484181,0.1232930083868138,0.1833851297561578,0.2028078263360408,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9593932089408248,0.030246039129584,0.0106431445631427,0.9794993553710516,0.974947185471872,3.0,-0.2073728952334554,0.1545509278663106,0.1246058369891182,0.1295126898276801,0.1190102942863824,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9019434993841642,0.0468588074291625,0.0284191882230286,0.9512690477154035,0.944315098325834,1.0,-0.052623602701846,0.1602139412636268,0.1286282602682695,0.262927401785793,0.2828902446385974,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9167786992135089,0.0445236101769876,0.0267116008945316,0.9586524581417516,0.9505739598747168,3.0,-0.2062617025028297,0.1593069304987122,0.1287687045009069,0.1437260140135563,0.1635206246444081,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9232450264909676,0.0429530142567188,0.0253703965997847,0.962015018558678,0.9564161263337556,0.0,-0.178500098321003,0.156914519876849,0.1259035105525321,0.2382368206098942,0.2532594680068616,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9047078325585668,0.0468983257158398,0.0285328895171293,0.9525703354929532,0.9448664307018976,2.0,-0.2319579330339809,0.1692894101301427,0.1350017370143945,0.2227923030476843,0.2335747403515443,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9070503020685596,0.0470689180844561,0.028511332637701,0.953776533118976,0.9462281004987584,4.0,-0.237774654108664,0.1541494324081465,0.1256911594829007,0.2223435001563216,0.1976449205918506,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9544478769018082,0.0306670348209495,0.0102443827060778,0.9769632841553664,0.9730136259600836,0.0,-0.0227133380796886,0.1670284800504719,0.1345492810408994,0.2243908019984847,0.2105241035533189,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.969395140397632,0.026834738147296,0.0085659523019715,0.984581709995344,0.981245879746844,1.0,-0.0600263775303189,0.1521314075911655,0.1206171680858017,0.18368438532205,0.1874599986591034,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9599954103987736,0.0301308523662018,0.0100719983914839,0.9797972568892156,0.975505955232392,2.0,-0.0427164595337428,0.1604657035269273,0.1262753820189307,0.195924274996542,0.1862265851659764,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9607390772933132,0.0298957745256648,0.009942982798358,0.9801767049500592,0.976053601385278,3.0,-0.002340929418019,0.1524703814191362,0.1229276697584924,0.2490962287446098,0.2510196670851094,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9649222379231658,0.0285926668732877,0.0093767186123071,0.9823076473538545,0.9783096277229274,4.0,-0.2261779812291349,0.1661110667355383,0.1265906495498613,0.0400743790378862,0.0958227841493009,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9731246529233192,0.0253315878371038,0.0083886172149896,0.9864830185675492,0.9833908337469668,2.0,-0.1090511915660954,0.1485431046740862,0.1180279958782863,0.1366014045432141,0.146477216226167,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9726733616315928,0.0260005918208382,0.0084120270820487,0.986249556714604,0.9827178969909603,3.0,-0.054376541350209,0.1389732899382578,0.1142320114891754,0.2136829082421333,0.2040833939299219,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9606831078288413,0.0297472877373143,0.0103052701674467,0.9801540813834962,0.9755755474487462,4.0,0.0853871688992692,0.1477000633307858,0.1197434921060418,0.3455642136017513,0.3255576513175569,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.968113424140218,0.0276014087205354,0.0095327158019581,0.9839418648447515,0.9806169991385733,1.0,0.0095580404091096,0.1404873900687501,0.1148652456418387,0.2841118758859021,0.228925787121501,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9638965197043388,0.0281161617910967,0.0096213561974118,0.9817921776416834,0.9786281632968304,0.0,0.0262732181297453,0.1582817311032588,0.1263647171981081,0.2681714803948439,0.2557870152386731,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8406363742156067,0.0620700449390648,0.041759586946161,0.9195664301148476,0.9039577473759756,3.0,-0.0906837677846512,0.1445641110999556,0.1167788653357946,0.2782551835205806,0.2713878409593482,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8421904895688345,0.0596512615100737,0.0398779145710436,0.9205951412303396,0.9103431624475388,1.0,-0.1062217274061563,0.1653228755231766,0.1294563232006368,0.1769286898110995,0.1924444386995569,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8405448199649799,0.0606012668176372,0.0406398011843811,0.9197481891577926,0.9069819003125604,2.0,-0.2020620764147378,0.165642078837511,0.1295882342335084,0.0958241587568009,0.1277399542650328,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8368469743348064,0.0614016998099986,0.0413591440891464,0.9178304070274582,0.9037165893609562,0.0,0.0815018115491474,0.1459224233745187,0.1178302600247786,0.3688871076974634,0.3602228091720929,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8347055529615967,0.0625939024799585,0.0421471273777407,0.916598644572798,0.9022267884918868,4.0,-0.2027575577290057,0.1517648302664437,0.1219380859626501,0.2053863359994061,0.1937359153031509,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.965452635163416,0.0288678845727735,0.0094653763559876,0.9825775999322232,0.9780588872136564,0.0,-0.0178602091268811,0.1421406146546108,0.1168575680326592,0.2388290829958449,0.2382511749236723,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9587112545871248,0.0302334165036076,0.0101333102383109,0.979141812591566,0.974856200592666,3.0,-0.0130295943384086,0.1632666127446147,0.1301704841583603,0.2273086351400293,0.2476411554780478,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9725943086531968,0.0257133109629677,0.0079139405588989,0.986205030721056,0.9831552659115568,2.0,-0.084519770438282,0.1496966707786127,0.1200066057011638,0.1714604282620948,0.143675259123397,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9653969054998772,0.0282048221967537,0.0089845566721553,0.9825495466908096,0.9790040200597566,4.0,-0.0395210291621155,0.1564163866744219,0.1256464150923478,0.2136912571432788,0.2002342209473228,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9671460654006544,0.027767990775899,0.0090241322120566,0.9834389126104386,0.9794232069174372,1.0,-0.0978745482991731,0.1536480984632176,0.1241304095555043,0.1379416252901385,0.1430870510806035,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9577596894046126,0.0302622957878473,0.0105665781196941,0.9786649703130764,0.9748826107366884,0.0,-0.1004366953890842,0.1694604416794484,0.1309347408102092,0.1276051341093902,0.1487536022991002,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9615325263737422,0.0296206253420067,0.0104024007043421,0.980589042850354,0.9768764978956248,2.0,-0.0676472739125462,0.1600821555583637,0.1248929980296068,0.2030749059940308,0.1578422496113252,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9680686289385092,0.0274110032210843,0.0091486190014314,0.9839124693285464,0.980523799513017,4.0,-0.0301773651797463,0.1494837770786857,0.1207297037937957,0.2284855720661804,0.1967132546504969,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9661109265321848,0.0280971778553829,0.0097270088147897,0.982921128917828,0.9789648342950704,3.0,-0.1660993913052473,0.1582016233459379,0.1266362771870765,0.1094003999434884,0.1208001915778461,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9669179186808556,0.0276685547447519,0.0093141364637442,0.9833328851204792,0.9800442911635652,1.0,0.0200517429689867,0.1502359879335376,0.122650411349602,0.2723579072527146,0.2398166954369119,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6332155981726075,0.0917963753056106,0.0692176063557965,0.7994668165411105,0.7421418581925424,4.0,-0.1916780020575905,0.1628751865608493,0.1272811545989996,-0.0134777222979232,0.0559512043017709,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6388898777584967,0.0907933331191195,0.0682666951563271,0.8030777422559727,0.7553817101762681,3.0,0.0318944664399526,0.151841487643395,0.1194744539120464,0.2422828028251787,0.2423152513187352,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6493305620894683,0.0901033197048434,0.06761233722676,0.809310559221685,0.7557923461998355,2.0,-0.1975631928338366,0.1610453715134596,0.1257805234494082,0.0350976108582829,0.073676268390391,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6409022811832825,0.0899841420633805,0.0672259847876627,0.8040074372476594,0.7578465932589064,1.0,-0.0499728821977649,0.1598544258288323,0.1235648480766365,0.1878166987305105,0.1988009717273287,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6305340209356753,0.0918314194060524,0.06882956987305,0.7977191761180671,0.7426186818150041,0.0,0.0326819359525548,0.1364662063342372,0.1101451670676138,0.2962158985572117,0.3054940121874536,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2821271834362514,0.1305948287283099,0.1061334171132102,0.5311564664303586,0.403557228859732,2.0,0.031557549875452,0.1365400648133513,0.1098737315658242,0.2705918500270767,0.2665167491884029,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3034898301107803,0.126668539275104,0.1022930080733567,0.5508991185335549,0.4513243184459433,3.0,-0.3229336431028562,0.1704495417921438,0.1334081173083158,-0.0053383194927554,0.0396334118109875,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2964653204171154,0.1245396730015746,0.1003420675385615,0.5444863011406006,0.4451254972289505,4.0,-0.1186278237479125,0.1627900430392876,0.1263418813380984,0.0584508138377473,0.0625980569244053,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2863896538864348,0.1288106688172718,0.103789498422085,0.5351538710342488,0.4254763292825747,1.0,-0.1103345217835982,0.1583737528424966,0.1242240737956795,0.1327366290550957,0.1592295263532999,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2811263723745892,0.1299109147421184,0.1050357612292742,0.5302135272622592,0.3989749438284096,0.0,-0.0980707087324703,0.1467090492056284,0.1169062990123552,0.1774934164476949,0.200366385588925,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2781862481337307,0.1303551607398357,0.105424670127437,0.5274336548809484,0.3954020100371949,4.0,-0.1187457656005863,0.1419175419811178,0.1147709185003834,0.1914839101274709,0.209343705107572,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2502851705470865,0.1294955765077888,0.1048993575424556,0.5002851001571762,0.3890604355820882,0.0,-0.0172773588055465,0.158748004121335,0.1246245685216243,0.2679834685741587,0.2389508749233461,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2909233547361425,0.1260186784571281,0.1013903143549909,0.5393731249920335,0.4423299125052506,2.0,-0.0208923110526311,0.1587384495980248,0.1237720020577694,0.2346654363460254,0.2352881977363722,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3175260199822742,0.1259248042762495,0.1013696773149158,0.5634944833758195,0.4311999289295085,3.0,-0.0896937903077543,0.157588395757798,0.1236600597948165,0.1872585731176185,0.2593063134839027,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3118597826597088,0.1269379757576917,0.1021431056749344,0.5584440838579955,0.4332822885551231,1.0,-0.0592752373917344,0.1534198667543535,0.1207822208026029,0.1990014840673382,0.2404192045981117,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3393001924562394,0.1280914656332499,0.1031600191383086,0.5824948438489714,0.4586120831216627,2.0,-0.4521847412450015,0.1591744205063629,0.1268211345986103,0.0355329905605051,0.0491916718344193,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3146962646676137,0.1267283488446419,0.1021217414403892,0.5609779881117196,0.4450937042452595,1.0,0.0198024301290218,0.1465160954624013,0.1163872537068996,0.2744038935342234,0.2790236720382737,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3106589576181984,0.1256813788916226,0.1014241748274174,0.5573679537576667,0.4471326581065452,0.0,-0.0104640636225379,0.1541409326374716,0.1225079909144591,0.1351029560006843,0.1649985789797487,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2828563531789795,0.128786754423017,0.1035094959614762,0.5318424617076096,0.4075884933076608,3.0,0.0737318011667031,0.141937716937436,0.1112538074378795,0.3400684072029617,0.338574454496122,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.295876581934376,0.1287315727576255,0.1046693446513375,0.543945442973007,0.4192984609141143,4.0,-0.0526399142606879,0.1511464662767453,0.118411502072994,0.1685673390745144,0.1538149990121669,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2736664145290091,0.130419474806249,0.1055959350943624,0.5231313646751173,0.4004301649152073,0.0,0.0349330977030964,0.1458778456655525,0.1184934276514124,0.2753263822031973,0.2524573454289358,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2487787525982659,0.1301460518041505,0.1057059664451422,0.498777268457193,0.3869047138081988,4.0,-0.0074752511023377,0.1564875082396347,0.125721147453042,0.1907984756992311,0.1963880063593869,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2650285967305045,0.1292345321100158,0.1044524241037987,0.514809292439386,0.3806071001078555,1.0,-0.0058439219204406,0.1393994750929992,0.1115272113982806,0.2634077664041928,0.2834348121629095,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3266000604570158,0.1271272879228886,0.102407436190746,0.5714893429711911,0.4580930656097625,2.0,-0.0270813609256814,0.1440750592721034,0.1150223113118003,0.2210783275212731,0.2108332270686586,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3125601570757119,0.1231528203901085,0.0990048554635023,0.5590708093204675,0.4627492614526958,3.0,-0.081582207903754,0.163649826056681,0.1275387534098196,0.1498026055387861,0.1600793801134337,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3366761130573978,0.1273135371016225,0.1023590024526193,0.5802379863282381,0.4825077689535349,0.0,-0.1438754451303316,0.1480592101470485,0.1187250691583628,-0.0018255162072883,0.0098941807837931,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.322906521832649,0.1264857508637364,0.1017563839463226,0.5682486541244005,0.4614533591459483,1.0,-0.0696957124564729,0.148542774122774,0.1204892512321239,0.0875396893281501,0.1191775752445746,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2922938711464002,0.1269754827403342,0.1018942958630679,0.5406421023108122,0.4208220861487743,2.0,0.0862649256842026,0.1483426534432574,0.1178415462872582,0.3195017079474991,0.3314757590748096,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2903179287741892,0.1262086173901911,0.1020927829014303,0.5388115970897118,0.4442419570180417,3.0,-0.0283050433548621,0.1596119084156364,0.1241924854147856,0.1412539892011972,0.1263780355934366,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3126107186160772,0.1292027062300336,0.1045752922676281,0.559116023058263,0.4385920144199663,4.0,-0.0060690880314533,0.1349290803068761,0.1105886065470911,0.2106893694987416,0.1988402424289887,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3049609314371315,0.1260961259810378,0.1018019906355572,0.5522327240015883,0.4435036947675115,1.0,-0.0372047066554253,0.1565477781520906,0.1242909800384181,0.103646236731388,0.1075026492447001,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2695795252062187,0.129996123619876,0.1057969964115458,0.5192105408698123,0.4107892873150789,3.0,-0.0239382371441077,0.1535578175272002,0.1261603591005783,0.1652799066203008,0.1048549016555514,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.263393065055536,0.1293111892919895,0.1045446618079601,0.5132183721096021,0.4045649674593883,0.0,0.0252645930747735,0.1521896716365766,0.1222143042015868,0.2822140874472308,0.2910537409285612,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2782715867495224,0.1290305832731191,0.1045035912742406,0.5275145978286763,0.4242985776131699,4.0,-0.1474089052448497,0.1627254282083866,0.1300949441797303,0.0038797203918299,0.0041756338366905,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3193294554393967,0.1245855567046406,0.1003540290669581,0.5650924854920483,0.470695015614769,2.0,-0.1704378642082018,0.1655247047603921,0.1281594822980473,0.0083166250118143,0.0238851866676933,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.265746542386014,0.1279647006433777,0.1029333059630181,0.5155061149165914,0.3985279723933778,4.0,0.0432711842974365,0.1542743012288424,0.1222162798498258,0.3202261472783738,0.3286333291074944,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.272678570553684,0.1253865993094639,0.1015883317459054,0.522186346733766,0.4323587931072361,3.0,-0.0548067620460046,0.1679394929225172,0.134056843019052,0.131260832407848,0.1917130211773664,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2487978717320214,0.1274500622172614,0.1027846946076264,0.498796435987869,0.3748453168446982,0.0,-0.0006456241140715,0.1568258078394977,0.1232882153242646,0.2652742066962071,0.2460032873046521,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2727679111257267,0.1271970158143514,0.1028151542579877,0.5222718833941971,0.4093682862279249,1.0,-0.036121346929276,0.1663434934920179,0.1326969144676103,0.1830571686231267,0.1347235390635684,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3334523901637827,0.1239438061075849,0.0993706949673679,0.5774533751230978,0.4673425517654443,2.0,-0.2540108624639559,0.1653696134389341,0.1261730203351423,-0.0408248870359408,0.0143397494389424,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3300661138261385,0.1255229408012286,0.100910829129093,0.5745138141086542,0.4653620329956082,3.0,-0.0514239956839512,0.1514904954798762,0.1173246016435073,0.168468188087543,0.1896904661537762,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2821907877168795,0.1273674926549272,0.1029332811785716,0.5312163383259777,0.4083239043399946,2.0,-0.0123688871958216,0.1551246442842448,0.1222296791834321,0.1862631843942909,0.2181715083647599,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3134418681676724,0.1264191853846733,0.1022601510520469,0.5598588016925409,0.4458212357132848,4.0,0.0292597363971978,0.1469905600205951,0.1155479219904957,0.2494488826853504,0.2542480618111662,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.293072389222261,0.128644715649993,0.1034600709426957,0.5413616162936029,0.4146040721737513,0.0,-0.2151277709526518,0.1580842536831146,0.1267614933890495,0.1181707734033472,0.1254226129493755,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3020157439670967,0.1241921818818539,0.1004355545072363,0.5495596000718369,0.444433762074423,1.0,-0.0334691007925507,0.164614437378746,0.1275132661801209,0.1296186021701247,0.109193361165688,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2810897284639069,0.1266401187531147,0.1022300453666294,0.5301790274383296,0.4267845703186344,0.0,-0.0074445131812332,0.1604666153533264,0.1251741987730763,0.2160206786873824,0.2393983017835856,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3181665707354945,0.1269051725663802,0.1019407537416538,0.5640626318163051,0.461043038513555,1.0,-0.0635295859709419,0.1475486466123363,0.1195376448619341,0.101320518776068,0.1038106717290295,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3138931537135518,0.126253727413409,0.1016059633413539,0.5602617100142727,0.4549867923824279,2.0,-0.1470272637373129,0.1592930950295251,0.129661857324658,0.06645038142969,0.0762575498941878,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.326505853904764,0.1271986593750404,0.1019440503693203,0.571406938468656,0.4613043871792868,4.0,-0.0073095054493639,0.1433204654796608,0.1149092131375015,0.1656253751157849,0.1546448412479323,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3129064838581024,0.1267978060262494,0.1021068638914668,0.5593804947753611,0.4484448216850609,3.0,-0.0643260355370145,0.1496022414704219,0.1202509663591507,0.1458606737308488,0.1422468526859331,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3215073039767215,0.1277284073138166,0.102579454241497,0.5670161490164888,0.4424421995780489,2.0,-0.2501683021360874,0.1519667214163486,0.121673744526066,0.1643897886408433,0.1673696245471367,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2985118985854502,0.1264625821842572,0.1021395118386897,0.5463624330238681,0.4311124017754739,0.0,-0.0216196811051621,0.1569627987684155,0.1218093730700732,0.1757748935858435,0.1978947597946467,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3123522572804079,0.1263524179559134,0.102377443164599,0.558884841666372,0.4424759350228404,1.0,-0.0268280828676628,0.1531271739292353,0.120340872783097,0.1770761074723097,0.1974445379050763,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3301143004739577,0.1290276267590432,0.1043979116516128,0.5745557479262696,0.4471125201424276,3.0,-0.1247166361281113,0.1412318416421279,0.1155670638104414,0.0768835742477287,0.0919055255034058,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3048589210492357,0.1305883489009104,0.1061165836798899,0.5521403177008305,0.4315108469428564,4.0,-0.1493916820166911,0.1441706976248208,0.1196157000812397,0.0753139847934819,0.0892811418135999,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3004269753663869,0.1294646604138503,0.1047320891787748,0.5481122003175325,0.4356992278133346,4.0,-0.1290156678203198,0.1525500070815541,0.1238450642713076,0.0340717908928357,-0.0329725155779098,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3323988072961904,0.1269420372418563,0.1020776995757956,0.5765403856249205,0.4725684082452115,3.0,-0.0848014189778763,0.1485616167972049,0.1208278997262823,0.1692179280920739,0.1586085252004493,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2861932102991633,0.1270773447090709,0.1027877412031603,0.5349702980768545,0.4356034913537694,2.0,0.0010138675631761,0.1554195006658001,0.1221470380212858,0.1771032117990078,0.1544521870337693,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.302114216140503,0.1259605490566401,0.1015311558488955,0.5496491853868573,0.4375551179192328,1.0,-0.0774206130366035,0.1616933913743171,0.1280175753050531,0.1340251539114934,0.1480453450269377,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3416040148580628,0.1261642694947507,0.1012923379144781,0.5844690099799894,0.4749163470412054,0.0,-0.1136301474530814,0.1480380917129743,0.1188804192742897,0.0713429525112024,0.1063001877665584,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3124914816701977,0.127989632551792,0.1030867199015149,0.5590094198063766,0.4477409157721146,1.0,-0.0104200911015108,0.1442935547871585,0.1133568370130423,0.2000180044773569,0.2093628456408204,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2778081224558647,0.1268004577477166,0.1022482756036328,0.5270751137775346,0.4145415118553024,0.0,-0.0246043546983079,0.1659154340307184,0.1312736297867401,0.1913269315307134,0.2346826471445434,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.254758864822501,0.1248997539933705,0.101145752446965,0.504736553633872,0.3940583441311832,4.0,-0.0037160542284593,0.1733378637591955,0.1354284009401718,0.197102989264006,0.2227173135156907,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2685561872821361,0.1306898139759917,0.1058816291826688,0.5182241342389307,0.3911677306131687,3.0,-0.0051087078811331,0.1450046150437449,0.1168886766406512,0.2429534606266772,0.2432585667782523,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2586574277191439,0.1284820152880141,0.1038681953494921,0.5085838061178294,0.3887493420498634,2.0,0.0758404939662914,0.1509711145046824,0.1216664999374881,0.2864664695164368,0.3396544883273253,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3026830491548427,0.1281899750188309,0.1039094700956145,0.550166391968244,0.4272514359285615,2.0,-0.2267809365211344,0.1629489660433908,0.1300701998304105,0.1047883882251119,0.0696748368109498,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3393207726810778,0.1266788279258192,0.1018883173786741,0.5825124739653543,0.4666287107405004,0.0,-0.172444726381334,0.1512474826568983,0.1179208041044669,0.0572761367733119,0.1012757671591603,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3442060329291894,0.1217281861918774,0.0978265469251876,0.5866907564169379,0.4783510735105166,4.0,-0.2202787999857447,0.1715099836935501,0.1327474104945717,0.0419990036288498,0.0751521660708331,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3202032878437395,0.1295770151445643,0.1046122557438947,0.5658650860325091,0.4515052319329951,3.0,-0.090241993768509,0.1396731818417235,0.1147858743425403,0.0332770215064196,0.0099774574861123,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2727193635378744,0.1296502981515436,0.1046485785571166,0.5222254057216625,0.399744022648376,1.0,-0.0578411910284666,0.1460081924190514,0.1181966993056671,0.170322350627618,0.2646171165273294,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2894268920894146,0.1283297261756374,0.1041705060117378,0.5379841086798904,0.4301452923956061,1.0,-0.0715740926321593,0.1565496797643106,0.124605601177004,0.1716137352900361,0.1830087066382994,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3015257012822874,0.1301016764045933,0.1050811987336244,0.5491135682222419,0.4205072916445221,0.0,-0.0007192481965947,0.141435243644304,0.114493281767787,0.2446580567994528,0.253891160945171,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.334842927884967,0.1262997757523087,0.1016362068164683,0.5786561468584329,0.4717086023483015,2.0,-0.0552413357387775,0.1462159859707938,0.1179467445417163,0.144518040512479,0.1618033641005499,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2741845687737169,0.1242123060077168,0.100082376795044,0.523626374473697,0.4439184761596695,3.0,-0.2755318915151439,0.1783758854675182,0.1347639823427305,-0.149466382489012,-0.0316887367463976,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2943156548165303,0.1292827216369931,0.1038108856521234,0.5425086799198828,0.4094240816578969,4.0,-0.0087554424910525,0.137412051269955,0.1106933000066324,0.2497126556192965,0.2793718101005206,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3342282773761176,0.1249938234652608,0.1003649906664056,0.5781249084052731,0.470626998570238,4.0,-0.2286635856822334,0.1607330043478713,0.1248946023969191,0.0068280778010028,0.0382772243193668,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3152914744838044,0.1284533456754123,0.1036171436059889,0.5615082898314433,0.445469890774284,0.0,-0.1716755064531578,0.1497893441605448,0.1220776307263777,0.0533830013176712,0.0728012368610428,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3217395144293246,0.125188236731196,0.1004376706306541,0.567220929495779,0.4535106509053519,1.0,-0.0888924579534518,0.1577048559461007,0.1245604893630853,0.135271583674555,0.1244211530368382,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3484471774088574,0.1238618136739416,0.099426526317522,0.5902942000725614,0.48050531272901,3.0,-0.1635327244523368,0.1598439517219207,0.1256630468273407,0.0613901568909706,0.081445777861117,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3104282580302456,0.1276331823803266,0.1028262156494297,0.55716094102956,0.4406311294548029,2.0,-0.0556673089675763,0.145930661570952,0.118201250460284,0.0631579654254891,0.0884961250415568,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3268096469509604,0.1272005740378722,0.1021392665987222,0.5716726826933114,0.4639421316622591,3.0,-0.2525933735944836,0.1570781505650779,0.1258745577769335,0.0037432262740252,0.0240480817574793,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3167116488180058,0.1298342143673129,0.1051609261848863,0.5627714080736416,0.4377675444977166,4.0,-0.0884065104967302,0.1386293646411049,0.1132239922010904,0.2043275271310867,0.2195122727811067,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.325647694892736,0.1257987518421089,0.1015613617480449,0.5706555023590606,0.465992834427094,1.0,-0.2067578618080714,0.1623173160830032,0.1279636916478734,0.0811173261237505,0.1113616820930115,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.315857758835193,0.1277980275606042,0.1027416964786446,0.5620122508280956,0.4556993756320736,0.0,-0.1024098999147431,0.1527555693506991,0.1199272211666663,0.0521995108720704,0.0320639310310896,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3039990555214533,0.1303458306302992,0.105463529047582,0.5513611015189775,0.4270727418525302,2.0,-0.0590362221488844,0.1422283941069179,0.1144448587996481,0.1573690580837909,0.1348493835711279,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3242720558919542,0.1258977331959883,0.1012547885478342,0.5694489143802355,0.4658544837683135,1.0,-0.2108184455152106,0.1590976501247624,0.1250462833919794,0.1000060042666482,0.1147503244709272,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2957260701711074,0.1244706204865768,0.1001090796420955,0.5438070259223109,0.4457475907806085,2.0,-0.0012782944104707,0.1617384120973223,0.1269878227475736,0.1723361624067014,0.1311792270508297,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.300062976616434,0.1296989626348854,0.1048699722256435,0.5477800512062043,0.433726529000895,0.0,-0.2192192304517084,0.1597088579318679,0.1270442573530082,0.1004347278638005,0.1667238094953079,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.290402551019801,0.1248495338647237,0.1003818236587351,0.5388901212792709,0.4490400007541048,3.0,-0.1121856497900855,0.1699109638601569,0.1301225619993067,0.0612088833561242,0.0605248848162695,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2836142070953064,0.1284340085502019,0.1045642347743993,0.5325544246732781,0.4216129451668273,4.0,-0.0689534094454462,0.157918684861695,0.1237977775181261,0.1299641931459761,0.1170861570797252,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3261674050748501,0.1244003728096886,0.0999409627895576,0.5711107351444442,0.4761935251243592,4.0,-0.1957585312840304,0.1661010453664696,0.1277965527344407,0.0296755820618618,0.0361679441919053,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3227893969635373,0.1260556007182104,0.1016248235998901,0.5681456451131929,0.4637644030131756,2.0,-0.0238760908136443,0.1496592396858799,0.1191230590426809,0.1587472079856846,0.1588009422388278,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3126902784411881,0.12828572155533,0.1033115202934753,0.5591872245600629,0.4445433193604877,1.0,-0.0580365481108546,0.1446970564013272,0.1173779454521289,0.0584988533546192,0.0482546710667251,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.305591645100793,0.1254941439837546,0.1012104789745777,0.5528035292489035,0.4364774968981702,3.0,-0.1883863990481629,0.1670489957844856,0.1311251884983474,0.132192226215997,0.1812839254702251,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3064521937581569,0.1282219073770335,0.1034782343232551,0.553581307174302,0.4384553876283334,0.0,-0.0308845545928557,0.1455723212594547,0.1190607957047968,0.1087393350761826,0.1245967617997864,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979549894450443,0.0068796514149163,0.0022957067355605,0.998978162908594,0.9991119398550417,1.0,0.4286186128285861,0.1147776271119132,0.085143158474237,0.6657282967035977,0.5389616723421059,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979836144359838,0.006841563298989,0.0022948729331257,0.9989924668899118,0.9991291209689136,2.0,0.4147163837284346,0.1154661022626363,0.0856882760000193,0.6572070869831843,0.5309595781159883,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9980052690821416,0.0067927078674356,0.0022875117190443,0.9990033220098272,0.9991346675899504,0.0,0.4262358774881416,0.11514401167515,0.0853450132586448,0.6644613402550394,0.5393394625528033,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979781765143924,0.0068399595864199,0.0022961162781055,0.998989795562376,0.9991081079066712,3.0,0.4287969546989871,0.1148007188012856,0.0852141869183922,0.6664302884977218,0.5382671703601954,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979648396290532,0.0068623744344231,0.0022856405792723,0.9989830198604772,0.9991130993838676,4.0,0.4342039825994513,0.1142637162921196,0.0848114699578931,0.6691808824348929,0.5456179715831435,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979363350759642,0.0069125450176533,0.0026257132359764,0.9989707582374188,0.99909369851346,1.0,0.4535359343119128,0.1121454878910508,0.0834428895696537,0.6813808830416646,0.5624245525569462,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979040125211645,0.0069580084911777,0.0026651681797243,0.9989549576341792,0.9990795291410786,3.0,0.4578936496995132,0.112242100124429,0.0833351052888463,0.6840495298600211,0.5657395997461298,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979846461544454,0.006835854238784,0.0026143486941142,0.9989947952612858,0.9991221437253068,2.0,0.4468562531824614,0.1125145608973917,0.0835909156755378,0.6768796123170898,0.5608386836976783,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979452706894378,0.0068919042820514,0.0026622497239433,0.9989756573949164,0.9990895408154882,0.0,0.4570637877209855,0.1121517060975598,0.0833246977567083,0.6837245836115495,0.5650821359944425,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979429621848238,0.0068970507559485,0.0026621576945435,0.9989745660653416,0.9991049783038856,4.0,0.4541871879535899,0.1123650974864506,0.08361079219264,0.681391698361481,0.5663525790322367,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9902255829172631,0.015024663630995,0.0100122474314973,0.9954402089987326,0.9952981687072312,4.0,0.493156473835006,0.1085613396476283,0.0805916402404677,0.710191342583365,0.6170835219081746,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9903345205270336,0.0149511229099778,0.0099871149672218,0.9954906295670308,0.9953559553286316,2.0,0.4959901418760756,0.1079549654026508,0.0800956860777993,0.7124646281198119,0.6153589910079392,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.989686376028342,0.0154437846815611,0.010280527832935,0.9951871431637208,0.9950285189169784,1.0,0.4994426247043754,0.1075999286908069,0.0797242931467823,0.7146381021923395,0.620712171529788,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9901877622093348,0.0150665023735718,0.0100273817068409,0.9954171699717304,0.9952716373735724,0.0,0.4986102939210036,0.1076096750584467,0.0796828153209465,0.7140789378490731,0.6186026508208103,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9895779495116956,0.0155230410027311,0.0103304538987604,0.9951349261469896,0.994962610828376,3.0,0.4977945539728802,0.1078229223103938,0.0799369337767628,0.71308129743843,0.6175061316133299,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9980044863446628,0.0067830149069391,0.0022784088347397,0.9990028934453224,0.9991330647506436,3.0,0.4283463423323975,0.1156762888481479,0.0861544700220362,0.6648988957490275,0.5380917490535104,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979133068299496,0.0069417965925817,0.0023006419415826,0.9989572488467472,0.999070635254888,0.0,0.4335273174605363,0.1147866083521009,0.0851872156138174,0.6685692414000545,0.5438272010695748,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979216239073866,0.0069301796435587,0.0022939546474731,0.9989614832584685,0.9990763219198,1.0,0.4238965600390996,0.1156107753922642,0.0857182917366824,0.6625396275051754,0.5368700451268515,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9980183764619616,0.0067739072699168,0.0022804226967302,0.9990098091441004,0.9991355912904956,2.0,0.4217976415415378,0.1153456669821382,0.0857746188713821,0.6615988530252433,0.5340660479091106,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979414470600834,0.006900527087907,0.0022966745861527,0.9989713011777418,0.9990865838948312,4.0,0.4206362831981886,0.115704367142692,0.0859700082683609,0.6602183633291668,0.5366584280790195,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.997948145620388,0.0068924097432801,0.0026330419620543,0.998976815085646,0.999098464553666,0.0,0.4561805245137394,0.1118954797282529,0.0832087787569188,0.682774374928107,0.5667471487637625,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9978732139303036,0.0070113969211252,0.0026516799221929,0.9989393800897304,0.9990548506264764,2.0,0.4582352929359156,0.1120495554948248,0.0833904180059633,0.6845042484757565,0.5673516561113635,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9979229554997556,0.0069199603446839,0.0026253610926551,0.9989641151697636,0.9990865301060796,4.0,0.4625248159293509,0.1121769238203701,0.0831953549267708,0.6872908294435882,0.5660377288525784,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9979840844787587,0.0068285348472701,0.0025914001488939,0.9989943930918376,0.999120899630513,3.0,0.4586706563807615,0.1118518913262347,0.083231150987233,0.6848342887250036,0.5658029819931554,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9978765273625092,0.0070067411179264,0.0026268631832416,0.9989406848910182,0.9990486898099774,1.0,0.4570566506661782,0.112120669666634,0.0833518182095247,0.6834349995539551,0.5665149143439219,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9484675972030994,0.0345300249867914,0.0241562484389757,0.9760219686205536,0.9741256630211432,4.0,0.507860021556042,0.1065818823768691,0.0794282006392803,0.7180110519076393,0.621510028302137,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9508117308791272,0.033694351879013,0.0236008692248776,0.977145341608476,0.975343571412409,3.0,0.5134894090258488,0.1064900748038559,0.0789995630253278,0.7213714703147401,0.6277160358035812,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.953963664463546,0.0326368886664481,0.0228843265924858,0.97866470208476,0.9769638412828344,0.0,0.5086470492537878,0.1064914630528909,0.0791038533705853,0.7186756068188869,0.6258053252293162,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9533050221694112,0.0328468385056227,0.0230060108362371,0.9783290036667311,0.976629850883124,1.0,0.5120303231686536,0.1064230817875262,0.0791010831921254,0.7207055205666513,0.6244531608760525,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.950962628892573,0.0336788534270182,0.0236527747561126,0.9772391690017668,0.9754410397197856,2.0,0.5088491921528395,0.106537890096116,0.0793459853900626,0.7190763290893633,0.6214714989386747,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979269197826992,0.0069183378555583,0.0022889124747045,0.9989640507410776,0.9990774834797452,1.0,0.4292665690405024,0.115268350809576,0.0853967932902508,0.6666948491691885,0.5373447493145072,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9980198792952928,0.0067682559561871,0.0022806305601255,0.9990105952886928,0.9991396342250524,4.0,0.4264006099503553,0.115094541529412,0.0854734802478838,0.6638767769288896,0.5403100474810576,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9980020842173408,0.0068002494450876,0.0022798017540715,0.9990016641028104,0.9991175660844476,3.0,0.4289119362837844,0.1147317690551413,0.0851605113864622,0.6658748237648785,0.5396788259829761,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9980231862677972,0.0067685416537566,0.0022870642162185,0.9990122408693972,0.9991477204629188,2.0,0.4266338991134335,0.114666625062946,0.0852388245722977,0.6640767343473396,0.5397281556963585,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979772094329872,0.006838405656805,0.0022875485446236,0.998989232628296,0.9991166566428916,0.0,0.4242376929734721,0.1154737564408199,0.0857663110979362,0.662869308868798,0.5358058468876388,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.997931896304428,0.0069223809359053,0.0026232813336626,0.9989685075265614,0.9990987868632089,4.0,0.4576463403558604,0.1115667331879357,0.0829107033162106,0.6841774720445284,0.5671373393136853,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9979726877828278,0.0068450172388294,0.0026267414798921,0.9989891465966824,0.9991141773562936,0.0,0.461383029708625,0.1117536665175264,0.0830659552264456,0.6865565407032038,0.5660156021298395,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9979432525822972,0.0069076385667991,0.002584272159459,0.9989736273628518,0.9991000415205382,1.0,0.4488992647731264,0.1121756274777702,0.083478528102542,0.6782806505070557,0.5624414321625408,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9978931381432724,0.0069832115269892,0.0026506300609488,0.9989493131424968,0.9990700795126852,2.0,0.4544760030324789,0.1121325186588186,0.0831917628514887,0.681797524301074,0.5627755488836629,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9979004001442904,0.0069716162804713,0.0026981494030344,0.9989534837174906,0.9990731915793006,3.0,0.4562056344569148,0.11192637328869,0.0832386832419075,0.6830035735160904,0.5651926690338155,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7599677908434715,0.074432888198398,0.0559248982697834,0.8764166259226032,0.8525475455563932,1.0,0.529038589040441,0.1047714057247647,0.0795953187439573,0.727817684895961,0.6314652178413594,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7613132493164019,0.0743418649753864,0.0559145713131059,0.8771996084725415,0.8532812137431057,0.0,0.5280641456041442,0.1042171709805417,0.0789436090024696,0.7272489431333712,0.6319954881636167,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.760322018562998,0.0744930082285685,0.0560423016670807,0.8765957774206484,0.852122686461752,3.0,0.5237132735450105,0.1047141258370828,0.0794742265887545,0.7242558864530224,0.6277981361071144,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7665912247088251,0.0734335722802431,0.055133077056778,0.8804547977980034,0.8577382957216837,4.0,0.5351646093795273,0.1038921397048209,0.0787327872526106,0.7321698429642649,0.6342966539476138,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7620994097588087,0.0742867431354312,0.0558612282394199,0.8777938925839858,0.8538625965576526,2.0,0.5299806263838287,0.1036207171865191,0.078545463340453,0.728570836466524,0.6327834829337579,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979902117209264,0.0068260635148214,0.0022901101003638,0.99899574622376,0.9991210739183088,1.0,0.4231538284258885,0.1149248540787884,0.0854699410541059,0.6622460498965587,0.5351129305855843,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.997996510441786,0.0068054396873155,0.0022811051928637,0.9989988829098092,0.9991260002501294,4.0,0.4265140110911423,0.11525993280895,0.0854636484575417,0.6647132457291614,0.5412126193837029,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979740171828902,0.0068471704341377,0.0022971209239332,0.998987623278734,0.9991078684344586,3.0,0.4163258861031194,0.1160354232900251,0.0863372521052276,0.6577770534771297,0.5308340038517196,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9979758797976952,0.0068390673189921,0.0022882141838606,0.9989885972571656,0.9991071343689588,2.0,0.4301411056115061,0.114986074590095,0.0854908896193167,0.6663841169278998,0.542726083364989,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9980057278788592,0.006795432965446,0.0022846861106385,0.9990035082046338,0.9991268477443732,0.0,0.4218393379813256,0.1153453556285586,0.0856055745219901,0.6614475807209352,0.5350703331325901,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979092546900146,0.0069533886688021,0.0026810062385624,0.9989579774756384,0.9990822719798832,4.0,0.4558840545375303,0.1121867392697287,0.0832936643724337,0.6827275518203673,0.5637284557851469,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979502509751794,0.0068789641321522,0.0026499900311741,0.9989781814846056,0.999110593250244,3.0,0.4615358568188636,0.1119849780984502,0.0832383879904759,0.6865870487785263,0.5695623851625985,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9978983327167584,0.0069766105612145,0.0026155212479316,0.9989515212333544,0.9990754690675364,0.0,0.4438322226013325,0.1130908025077168,0.084099237518246,0.6744619426029499,0.5561165369501876,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9979424795431734,0.0069023179325646,0.0025813942564102,0.9989734240262502,0.9990955450036793,1.0,0.4580576272023631,0.1116763758825005,0.0828637025543567,0.6843907682417414,0.5664393245103096,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997978452989827,0.0068372674107838,0.0026259435706532,0.9989919351824058,0.9991260875992328,2.0,0.4590331485258384,0.1118667383749176,0.0830033582999482,0.6855208993496684,0.5664198951984087,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9902229858493242,0.0150493414640203,0.0100610274621622,0.9954368229543632,0.9952797549478264,2.0,0.4945977002940626,0.1077531186938153,0.0799461860660184,0.7113145599944416,0.6176001771374018,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9896993932595352,0.0154278334500008,0.0102791584550511,0.9951925613071174,0.9950322672383416,3.0,0.4958930972915208,0.1081542404992932,0.0803590569457952,0.7117409116793508,0.6160869614966921,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9901213202207858,0.0151182169527468,0.0100682989642152,0.9953883457599716,0.9952375933905924,1.0,0.4942959645211792,0.1080492989490545,0.0799196800906917,0.7108847895122669,0.6169848841796409,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9898741019150776,0.0153009350406153,0.0102117975372202,0.995279313620274,0.995138227647442,0.0,0.4966274977293986,0.1079458314292907,0.0799655741535857,0.7126701674316561,0.6170622629364393,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9896261360545304,0.0154791022542175,0.0103042582381474,0.9951586947467582,0.9949821897570088,4.0,0.4962339452276589,0.108213018827797,0.0803682886673283,0.7123279528021054,0.6157707259000272,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979483211471772,0.0068820421493613,0.0022862126236717,0.9989747946334964,0.999105041326398,0.0,0.434653616550341,0.1147555214370958,0.0850666711266014,0.6699896685941139,0.5429900451374461,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.997861309838596,0.0070312270151315,0.0023156046760903,0.9989312014393296,0.9990474896979492,2.0,0.4220435031040992,0.115715431382488,0.0860274252932892,0.6611570535626367,0.5353512843284253,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.997966918801064,0.0068479064498344,0.0022863489758935,0.9989840813683633,0.9991106033127782,3.0,0.4333353809920722,0.1150765556296541,0.0855493982980834,0.6686096617898305,0.5437100059045781,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979534026502588,0.0068812455718418,0.0022852317227616,0.9989772793577624,0.9990990409259732,4.0,0.4224315234765421,0.1154713334074515,0.0858116897186927,0.6619889403029278,0.5341324935853267,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979841971035128,0.0068204223527886,0.0022751517122906,0.9989927180681394,0.9991155791125144,1.0,0.4306704018045032,0.1152390308267801,0.0854479975693393,0.6671711852401297,0.5422678224968116,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.997922910290705,0.0069289577818622,0.0026611705661536,0.9989643383211514,0.9990870999175736,3.0,0.4614651412242155,0.1117182324499866,0.0830152354529866,0.686615576434943,0.5689950057409658,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9979519401349372,0.006882494421529,0.0026584878929079,0.9989789545605794,0.9991029385289396,1.0,0.4593807779325952,0.1117960898368478,0.0832436286380804,0.6848164145536288,0.5701012724309751,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9979536836391908,0.0068792235238982,0.0026185975544662,0.9989793552900272,0.9991061934275528,0.0,0.4543724352664943,0.1123342731636387,0.0835205850289158,0.6814717945080272,0.5631306421403618,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9978893788027454,0.0069871972343853,0.0026448800772496,0.9989472973299256,0.9990610007115382,2.0,0.4556627627794669,0.1121555950144346,0.0834058765212797,0.6826646903122973,0.5632552389028809,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9980107750954572,0.0067856166726556,0.0025992868899146,0.999007837401543,0.999146428340706,4.0,0.4536729581874495,0.1122051193164227,0.0834833044252533,0.6812874654830421,0.5624392810496603,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.949415679310406,0.0342181217803709,0.0239766385312507,0.9764831513902628,0.97457639427458,3.0,0.5112151622287253,0.106129272490117,0.0788264460580508,0.7202365586111423,0.6261226255744374,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9509588043677228,0.0336556476581498,0.0235644334212373,0.977215592951798,0.9754195928097372,2.0,0.5098897791015258,0.1067357118760763,0.0792023018871138,0.7195075011952154,0.6248780895582374,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9496476665127608,0.0341139216345351,0.0238874627724352,0.9765907074626812,0.9746800181873606,4.0,0.5075670436415471,0.1068473360662157,0.0793666200948037,0.7180638032874637,0.6236250307416217,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.951516357990281,0.0334555904014886,0.0235328666194708,0.9774981820134142,0.975689092431758,0.0,0.5083879055063113,0.1070038080878166,0.0794475793001961,0.71848472409911,0.6200067009557906,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9509801133406958,0.0336819264185425,0.0236067124069797,0.9772276344791224,0.9753704947593465,1.0,0.5097807205803464,0.1063227700175286,0.0789481490216598,0.7192053234331038,0.6261001940947507,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979719435758644,0.0068473180161739,0.0022994600456083,0.9989866365573976,0.9991116062609622,0.0,0.4276193690414758,0.1151317555960737,0.0856014097645589,0.6652470854241058,0.5406558154522574,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.997951656031288,0.0068789782460825,0.0022863144797295,0.998976443255244,0.999102025920234,1.0,0.4357305857651313,0.1144779698961748,0.0851932683214701,0.6697590657119091,0.5449672610944493,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979402581186706,0.0069050556055608,0.002294437461678,0.9989707158777033,0.9991014895318752,2.0,0.4206211078159432,0.1155334673930491,0.0858182273607786,0.6603410814690275,0.5330682397522927,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979829684935456,0.0068291412120535,0.0022887083351419,0.9989920723697986,0.9991229466419168,3.0,0.418171633463906,0.1160480097378026,0.0862454577412032,0.6585448985113334,0.5318332746258079,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9980070674301132,0.0067899439362609,0.0022808321934902,0.9990042372497474,0.9991333749345782,4.0,0.4307667734373346,0.1146677329479055,0.08504756080815,0.6675505380437873,0.5429524632460077,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9979808064752052,0.0068281092238076,0.0026119551691615,0.9989929893708834,0.9991190221455872,4.0,0.4600830954442111,0.1120948053455055,0.0832527954261921,0.6858498687879057,0.5678222966684222,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.997845521404612,0.0070508693957271,0.0026927772958779,0.9989259530733408,0.9990406722762049,2.0,0.4621057917315324,0.1120272715766868,0.0830716405826194,0.68699381306753,0.5709050637058473,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.997946591474756,0.006895564559524,0.0026047363837911,0.9989755491017562,0.9991038928636572,0.0,0.4507017439956426,0.1124210185616665,0.0835953581985127,0.6792358937093856,0.5647751919654292,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9979459124922678,0.0068948401781378,0.0026077923765788,0.9989752879504664,0.9990910613745476,1.0,0.4547149780899362,0.1121323018744471,0.083396553949538,0.6820882876914356,0.5663067617135635,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9979006870435604,0.006964953273848,0.0026135406750082,0.9989527431872308,0.9990793760458582,3.0,0.4620541388169653,0.1117151528974804,0.0828156012607189,0.6866453685574571,0.5718251883299488,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7639640830453932,0.0738528635689591,0.0555240369118319,0.8787028062416893,0.8550147303908199,0.0,0.526401709429461,0.1048257171744144,0.0794407340661652,0.7262197658747602,0.6272895378856392,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7674463590854462,0.0733494652643155,0.0551322294471476,0.880776273628128,0.8579149711901903,3.0,0.5287738177038361,0.1043148976715098,0.0790644342555172,0.7278522220491105,0.6293485061151254,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7657941664109829,0.0736266132946981,0.0553888852719655,0.8798703551558018,0.8568955013652636,1.0,0.5317109396735389,0.1038938791808635,0.0787509383620078,0.7297991298273905,0.6331758871502604,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7622335676114776,0.074198368150678,0.0557840611368599,0.8776468674061458,0.854143372586183,2.0,0.5293447119442504,0.1040743412745842,0.0788411255716156,0.7282145736295942,0.6303906008649681,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7595718597112865,0.0745647575893847,0.0560854172219407,0.8761968542542807,0.8517936263503406,4.0,0.5311773845748653,0.1041397995954951,0.0788589605139114,0.7295158332832945,0.6324908457987558,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9705909042851604,0.0260965411150001,0.0080927213993989,0.9851891135132328,0.9821001599875104,1.0,0.3085813578452986,0.1261175929099005,0.0931558646587851,0.5977671852209124,0.4616358845931472,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9710010181433384,0.0259069764544504,0.0080304906684309,0.9853972186962832,0.982339234710453,4.0,0.3150583452182358,0.1256618296597213,0.093215687280492,0.5989934146560736,0.4594445789504932,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9711468746756028,0.0258289246770607,0.0079967097039642,0.9854711933137474,0.9824581286536672,3.0,0.2964696618878699,0.1276081995447103,0.0944592034043555,0.5899140925541138,0.4499192370783662,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9711875857200892,0.0258398239901582,0.0080022921245688,0.9854917418016832,0.9823728833432164,2.0,0.2971389426591813,0.1269695941706967,0.0939014931124029,0.5911598650978604,0.4566074166772559,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.970767697838588,0.0259940914167017,0.0080757067573736,0.9852787674986176,0.9822035417325404,0.0,0.3095874549692445,0.1264911845710608,0.0934639309481651,0.5979992766901387,0.4589102106614373,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9703101137484278,0.026170534219347,0.0088390754023604,0.9850594391469474,0.9819623429025904,4.0,0.3338640264186896,0.1247403504965802,0.0921655792462318,0.6107559164503334,0.4724524189494673,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9709528010047832,0.0259241600017876,0.0085768990879381,0.9853810379375452,0.9823346671583748,3.0,0.3265625481802963,0.1246836758299158,0.0923293039522473,0.6063530201747784,0.4680703753603367,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9703342112324272,0.0262277336057014,0.0088266100952235,0.9850700844351512,0.9819431615157116,2.0,0.3281533341981718,0.1239835045715226,0.091762254799445,0.6080023250754902,0.4692752798449273,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9705628370390688,0.0260934139551855,0.00861725876002,0.9851816365807452,0.9821022863640264,1.0,0.3271888101348634,0.1247068802912076,0.0923018486997551,0.6058551493774245,0.4654567594610732,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9707581859153736,0.0260168749394757,0.0085137397091062,0.9852798702109468,0.982211154545241,0.0,0.3207784749705722,0.1250999177074538,0.092436218352969,0.6036182909555605,0.4655960768292954,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9122641477974296,0.0450342968271992,0.0273435661156549,0.9566328859422668,0.950841248968598,2.0,0.3412271922403164,0.123545154456322,0.0918423837046423,0.615908018751863,0.4788019144839665,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.909802233093554,0.045642436848348,0.0277588339481863,0.9553873330744234,0.949500246008466,0.0,0.3485375125699107,0.1230656540768202,0.091621771872477,0.6201903299129445,0.4804625320869887,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.912808887053256,0.0448677365786809,0.027343127691805,0.9569346692761818,0.9512522157680576,1.0,0.3418210587322657,0.1237773797915165,0.0919428095495558,0.6158168605422214,0.480048766508296,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9128861746541242,0.0449246399680566,0.0272203553993624,0.9569250392371234,0.9509837039694082,3.0,0.334585914523836,0.1236095951001016,0.0918816224722868,0.6114779128283279,0.4763817550872902,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9121201983546744,0.0450276084544407,0.0273551783462844,0.956554631044188,0.9506484373029608,4.0,0.3437559113251058,0.1237813201682654,0.0917735194061551,0.6187496388437198,0.4824698209482071,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9707036338165976,0.0260148612385562,0.0080751342794741,0.9852464859059844,0.9821993317096884,1.0,0.3324528271362676,0.1245202360597941,0.0921766839560416,0.6101944368314434,0.4654685601972436,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9707992324541382,0.0259926362289195,0.0080571126055335,0.9852946621255272,0.98219437327097,2.0,0.32347575389544,0.1249685815573462,0.0922946653635001,0.6049780663471253,0.4661684013480222,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.971184427310604,0.0257987012908643,0.0079928938043128,0.9854903555429936,0.982465151521869,4.0,0.3065024029690049,0.1269555747160684,0.0938644026462487,0.596547369164142,0.4558586774043565,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9707259142583056,0.0260075684654348,0.0080449628612769,0.9852575054612548,0.9822240054120004,0.0,0.3235117828393677,0.1253069965212622,0.0926855310920033,0.6040167140406449,0.4638385450536831,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9712438350276312,0.025761741968097,0.0079799278947236,0.9855203765748808,0.9824684413381072,3.0,0.315554613343418,0.1263283655521678,0.0933421817847392,0.5985539808753944,0.4598310853462702,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.970794548258418,0.0259847449822976,0.0084762228427085,0.9852969618029402,0.9823016020168236,4.0,0.3179186526549301,0.1256744960179003,0.0929058280727291,0.6013188082221904,0.4623159901653903,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9706783034479592,0.0260381432269564,0.0087017139326842,0.985243215731775,0.9821468533352876,3.0,0.3184717984670856,0.1255901570339319,0.0929312780890173,0.6013852881449395,0.4665328692567611,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9707054667534007,0.0260178776539592,0.0086329652387123,0.9852551403773028,0.9821212321820032,2.0,0.3280870678498954,0.1248573489942048,0.0923868243293684,0.6068911896377622,0.4669712712500967,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9705650106623256,0.0260765859133399,0.0086291334132096,0.9851832497459726,0.9821136646158266,1.0,0.3314708638144322,0.1246125946094908,0.0923167612061011,0.609146306494411,0.4685969714081777,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9708165960802512,0.0260007373463957,0.0086830554407833,0.98531337383782,0.9822575383750528,0.0,0.3269761254843994,0.1243418794062101,0.0921815285824411,0.6069334145626568,0.4683261942540153,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8316221692065155,0.0623155204721112,0.0422062843566782,0.9151779608507604,0.9019138120749792,4.0,0.3966621573675877,0.1187754921632949,0.0891280176716722,0.6436614405791854,0.5010072406722123,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8353860836924026,0.0618041821103632,0.0417775894608705,0.9172076128065738,0.904266303202286,3.0,0.3866534560179072,0.1182939851216924,0.0886786673496558,0.6371041972542225,0.5003782865744442,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.835255186273289,0.0617409870677675,0.0417539910723748,0.9171555656306676,0.9044075039739532,0.0,0.3902765671417936,0.1186245833367782,0.0889208101866855,0.6395033887317578,0.5017833283509129,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8317689498321678,0.0622956432437362,0.0421632761183053,0.9152412271479812,0.9019443300516592,1.0,0.3905941073766796,0.1193150610066448,0.0893662464638572,0.6392527316980017,0.5010402046314101,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8347466728818873,0.0618357337995993,0.0418230619972367,0.9168675346760076,0.9037579876332116,2.0,0.3787554762965538,0.1197414833865851,0.0897057444835838,0.6317268241435949,0.4911633010133522,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.969899679095837,0.0263859801873993,0.0081819689335063,0.9848382142499896,0.9816380254193228,4.0,0.3282487147189769,0.12460373423991,0.0922222618284151,0.6069536036084824,0.4643591317845414,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9708435021643824,0.0259581065368119,0.0080612944167149,0.9853173396205308,0.9822991817952754,3.0,0.3285104812724766,0.1247889159872874,0.0924058202040645,0.6071149571868042,0.4645997063590755,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9711516196843304,0.025838399468129,0.0079802531243264,0.985473502565571,0.9824526307309512,2.0,0.2995492628955013,0.1271002492200878,0.0939633315035089,0.5919246110741581,0.4525328381494098,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9706583585834494,0.0260385318742629,0.0080724482798687,0.9852233553837618,0.9821303361417912,0.0,0.3228624131514483,0.1253482034635218,0.0926245894072067,0.604772381727276,0.4656497651677575,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9711010604184812,0.0258617512362266,0.0080324375905022,0.985447890076099,0.9823272867378402,1.0,0.320857571447351,0.1251384812257689,0.0924294581864035,0.6027552127262543,0.4643938460641003,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9707047701021758,0.0260414359713252,0.0085834984055895,0.98525390098327,0.9821739429258208,4.0,0.3239558041521522,0.1247947492648105,0.0923431161937907,0.6043731686718787,0.4646982858538337,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9701053063017092,0.0262984544859792,0.0088062869323891,0.984953175909952,0.9818514621943264,3.0,0.3282479754789752,0.1245516170665917,0.0923230555775397,0.6070298698409328,0.4681768368087958,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9707012626131544,0.0260394859326744,0.0086384385588413,0.9852525497010036,0.9822209280565772,2.0,0.3200433088223525,0.1252239090769548,0.0926549212118824,0.6024390209296585,0.463744101639689,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.970735037978672,0.0260101212737008,0.008454062933839,0.98526645979236,0.9821832100156116,1.0,0.3220639916497272,0.1253141147430596,0.0926714371168144,0.6036097366980323,0.4643249781059093,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9706067044324062,0.0261183736107111,0.0085784563700915,0.9852028665010466,0.982065541394494,0.0,0.3175750274116027,0.1247352750602787,0.0922605555984746,0.6010210327693467,0.4677326959216052,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6385220178258328,0.0914911449005437,0.0689931911167011,0.8027688189715922,0.7488339389193222,1.0,0.4421160734715047,0.1132909577602238,0.0868326171556485,0.6663306232686764,0.5258402425594095,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6401857233480908,0.0913513236932042,0.0687969300722498,0.8037686670564702,0.7502485431350997,3.0,0.436968859240899,0.1134553495935225,0.0868798719392658,0.6627111680685506,0.5185722812976447,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6424629683891039,0.0909400083262376,0.0684965315107612,0.8052172614883997,0.7521851603763672,2.0,0.4391965786356148,0.1138424059234695,0.0873676441035499,0.6640859220747123,0.5219560628850514,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6395052475590193,0.0912998010699792,0.0687730583377295,0.8033054995732666,0.7489046055664079,4.0,0.4382048214839856,0.1140215600866443,0.0875355328711202,0.6635579659543102,0.522862344537251,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.637465578498498,0.0915622787660565,0.068977974292282,0.8020173404642886,0.7473396608599161,0.0,0.4448703693022415,0.1133161506541669,0.0868503737775507,0.6682896729000869,0.5264219461094845,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9708607775949464,0.0259479600531171,0.0080411134062577,0.9853259906273312,0.9822720505947634,2.0,0.3149427462071448,0.1260909306385264,0.0931121024184878,0.6014102931305497,0.4620460549127543,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9714738560399762,0.0257110310614335,0.0079598763357626,0.9856370164529484,0.9826649646390372,1.0,0.3184026080293769,0.1250376698160416,0.0922645339736287,0.6019010515134524,0.4616015542596564,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9710221041662266,0.0258863890245431,0.0080374440569576,0.985407988992202,0.98233991620246,0.0,0.2998760607605402,0.1272666306789647,0.0941220669980913,0.5919805843568865,0.4561497721067032,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.970883580569592,0.025928740162752,0.008069268961533,0.985337711191978,0.9822400490863592,3.0,0.3251375037203797,0.125321667380728,0.0925553833267854,0.6062343594978573,0.4640359756303718,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9705855951516656,0.0260486553949149,0.008086516990327,0.98518649877887,0.9821112653257176,4.0,0.3298626404099649,0.1251176460676236,0.0924452749900682,0.6084327310025509,0.4662263523605899,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9707468357077648,0.0260344080955077,0.0084467629877341,0.985271840032263,0.982255016760842,2.0,0.3294905118755404,0.1240591554558272,0.092040562966981,0.6079468980181487,0.4671197258893549,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.971416066515956,0.0257039228140407,0.0084642757793967,0.9856141931272446,0.9826054852816584,4.0,0.3258177469615541,0.1250011034678716,0.0926473087988414,0.6062126870318267,0.4637431712207269,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9709001371367668,0.0259344183844062,0.0084207639069161,0.9853501871276328,0.9823571813609135,0.0,0.3195141203072811,0.1255926630372828,0.0929929386967701,0.6024476965443437,0.4604497194854912,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9709817399869964,0.0259103303606029,0.0083918613303217,0.985391509933046,0.9823831995040057,1.0,0.3215279728235782,0.1251686956591251,0.0926477006651061,0.60438097302561,0.4669619699185253,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9708962475149712,0.0259414749589508,0.008603704927528,0.9853518693337608,0.9822677591839194,3.0,0.3271949182253481,0.1247780919506802,0.0924865508272965,0.6068569160550734,0.4688580347824362,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9115383204101668,0.0451750951712245,0.0274912113352868,0.9562695561480072,0.9504514969698408,0.0,0.3446326918142215,0.1237148933509164,0.0921567580554983,0.6178117316833038,0.4815359794120124,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9095432230097892,0.0457641275914678,0.0277994249077967,0.9552328399955596,0.9492833162860776,1.0,0.3416851220158369,0.1231047278547432,0.0916796762519741,0.6159703164880409,0.4781796796091829,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9110725037989812,0.0453855744755839,0.0276155600996678,0.9560273073282384,0.9501479376659993,3.0,0.3367194228673579,0.1234592257199195,0.091994748254422,0.6128766722097657,0.4771462945665682,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9116766938328535,0.0451590193476592,0.027461363952221,0.9563399742987984,0.9505073040439772,4.0,0.3455781600848662,0.1234169924617398,0.0917002396314935,0.6182106043718285,0.4809834129355712,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9118393618158164,0.0451878632063272,0.0274137134284963,0.956404511298263,0.9505977504444262,2.0,0.3435391975865777,0.1228403557023308,0.0912125196249997,0.6176337338117615,0.481410531711604,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9707966374760484,0.0259874790623726,0.0080649020723163,0.9852932692310103,0.9821455948027968,4.0,0.3037518287921925,0.1269010022554293,0.0937131156785745,0.595225547274211,0.4598038335107939,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9713219895960808,0.0257652512168424,0.0080013082669333,0.9855602696543804,0.9825401470645204,3.0,0.3044997361122677,0.1265862683044163,0.0936427067839224,0.5953195216919074,0.4586749390910117,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.970367925027296,0.0261585702969108,0.0081192380956976,0.9850759208544464,0.981951878070684,2.0,0.3169168003171563,0.1260606819332517,0.0931087532341328,0.603111601592942,0.4625895332485316,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9707108302315426,0.0260330646380732,0.0080813269726981,0.9852498123177168,0.9821931028766964,0.0,0.3225898365006218,0.1250308055287729,0.0925368834494291,0.6024222168561193,0.462561662097232,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9713139181937042,0.0257900740553972,0.0080256097107406,0.9855560480624868,0.9824961059866054,1.0,0.2932796528352255,0.1271805022252775,0.0941135336551209,0.5887995112102037,0.4499128831960983,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9706549735542482,0.0260766980004154,0.0087092822913848,0.9852313858719896,0.9821674701892066,1.0,0.32466807731461,0.1244765049187368,0.0921061385038024,0.6042686358984739,0.4647768461852629,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9709552955431472,0.0258876299960591,0.0086767995219497,0.9853845644137104,0.9823249085806166,3.0,0.3349131507292785,0.1245863116557681,0.0920628803774879,0.6115679585234042,0.4738785374813931,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9704786602628692,0.0261117851890858,0.0086810825034804,0.9851405588905026,0.9819848331204972,2.0,0.3294332393473274,0.1248583916372063,0.0923071399956012,0.6081300975022651,0.4709728653709153,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9703127976263024,0.0262244184664164,0.0086431744243942,0.9850556640250346,0.9819585444072124,4.0,0.3219221293825399,0.1248034702444612,0.0927112169281644,0.6025649452889892,0.4623916239112625,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.970530359858593,0.0261149754371883,0.0085611976180272,0.9851641455924728,0.9820728525715984,0.0,0.3182649526483986,0.1253885958754486,0.0930007497804367,0.6021425581820724,0.4591887437342167,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8371806360314682,0.0612698803272493,0.0413297076768861,0.9181877565089164,0.9057066580259168,2.0,0.3906708785720466,0.1194244563718323,0.0891292124876879,0.6400684806850263,0.4991345566721827,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8337952116028582,0.0619765251380628,0.0419606625092596,0.9163818504421498,0.9036261557055922,1.0,0.3895069258883342,0.1189852366829145,0.0890942176518612,0.6389656884604099,0.4977127531858005,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8363209325633135,0.0615546624545927,0.0415372165916856,0.91769481588975,0.905061128397068,0.0,0.3853816378831097,0.1189923722082971,0.088983761735494,0.6372014357004898,0.495528249440861,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8348044149117918,0.0617323215587093,0.0417471244568846,0.9169133762964148,0.9041572203647572,3.0,0.3936375313552709,0.1190080963172862,0.0890911721301224,0.6420620924877858,0.500278069013288,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8366590882824807,0.0614336780253622,0.0415729553894241,0.9179405004875762,0.9053459469977242,4.0,0.3885433414397482,0.1191309060402981,0.0892307853798164,0.637953164115053,0.4971183651118718,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9711397059533784,0.0258486348561509,0.0080356229184985,0.985467617354044,0.9823663089714842,0.0,0.3130949482968878,0.1257690573151767,0.092856006981468,0.5982974243497247,0.4587244856266662,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9708136626786192,0.0259983731384012,0.0080606082671293,0.9853021684706031,0.9822230084645628,4.0,0.3259111543965667,0.1245110202816197,0.0920879566140504,0.6053610460906524,0.465425292176611,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.971024351075816,0.0258653254000262,0.0080227090467852,0.985409101821427,0.9823394107806466,1.0,0.3222635933238988,0.1255985049407316,0.0929086003769549,0.6034175616494063,0.4623852479341419,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9707127330191818,0.026021325077526,0.0080651015034637,0.9852507726098458,0.9821360662674922,2.0,0.3063902025776304,0.1267248549353474,0.0934901846338769,0.5973104627671636,0.45808005238024,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9707644971147328,0.0260268552425105,0.0080664091137539,0.9852770933500355,0.9821495073972888,3.0,0.3226228486516681,0.1246863919956133,0.0921028089206569,0.6046860452310598,0.4670348985142112,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9704233173481688,0.0261436845140768,0.0085871547723955,0.9851101162852752,0.9819698197544574,3.0,0.3298492743415894,0.1246765473357598,0.092256079164911,0.607899009857373,0.4684272273284115,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9707433510088492,0.0259776970882461,0.0085643729449139,0.985273710301114,0.9822321636913558,1.0,0.3331494147372545,0.1248306467802902,0.0922112747116719,0.611098453254685,0.4696323225695227,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.970819756124536,0.0259793638879817,0.0085930019035485,0.9853128757045324,0.9822872343747672,0.0,0.3202023746923793,0.1253510350019838,0.0927202474863417,0.6034401827338708,0.4632837052574479,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9703782312081826,0.0261705067190239,0.0087096653838149,0.9850899706858914,0.9820045129224496,4.0,0.3305821371608061,0.1244803541662219,0.0922919279608476,0.6070230557544674,0.4690860426645471,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9712377063914158,0.0257902638961518,0.0084714041922074,0.985523318584794,0.9825147619281532,2.0,0.3252849015162095,0.1249276362945163,0.0925504094890162,0.6049499363278852,0.4648446954930229,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6365007623377493,0.0916936168445055,0.0690969616458511,0.8013824816702594,0.746301153659377,2.0,0.4409671135564749,0.1136707691451201,0.0872419678591419,0.6654986830293769,0.5225815480896369,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6394079400001267,0.0913779542655103,0.068858710135245,0.8032097006366019,0.7485628099122479,1.0,0.4380855865083716,0.1137039232044178,0.0872176076883969,0.663418223535113,0.5226625819621851,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6379159666865482,0.0916086988493453,0.0690523712737884,0.8023008425278665,0.7476226475038166,0.0,0.4348718185939523,0.1138187897024684,0.0871876391644229,0.6610720594388755,0.5195199212233728,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6387076211280807,0.0913525155075462,0.0687694213067559,0.8028705963682041,0.7491474676451246,3.0,0.4481284219467701,0.113247965592971,0.0868198553654545,0.6706658205116696,0.529140094779016,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6400988703002957,0.091292786857698,0.0687768297245945,0.8037472632137079,0.7501993512237554,4.0,0.4402877600657321,0.1134670919785673,0.0869650888372948,0.6650372872889686,0.5230021784531823,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2954516966589215,0.1276210339658921,0.1030810531594793,0.543554697265687,0.4355110530847915,4.0,0.2918198550874038,0.1280801325170549,0.1033999278626841,0.5402136277425347,0.4257454967136861,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2947127052950512,0.1276956559122616,0.1030812673395965,0.5428744956260806,0.4348147941410966,0.0,0.2943188966872775,0.127820367355732,0.1032723354250475,0.5425422101848313,0.4290543062427124,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.296081675107011,0.1276323852518532,0.1030246155749241,0.5441338884107368,0.4357506364022528,1.0,0.2887564460808629,0.1280808869258579,0.1035583932282572,0.5374406468586179,0.4242460022631373,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2972940078287287,0.1275945023272109,0.1030274354807356,0.5452467514323638,0.4357998472105546,2.0,0.2845323562778254,0.1281693133161233,0.1034451819893402,0.5334792840376293,0.4254765633760433,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2952615164367492,0.1276378228059183,0.1030336337173462,0.5433797273843909,0.4342128710198399,3.0,0.2925690007092608,0.1280146515301882,0.1034706380802956,0.540918705800321,0.4314167518607747,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2956819070802765,0.1274816615034651,0.1029119134287839,0.5437664204519045,0.4352733018121751,3.0,0.2907175193138805,0.1286544555425921,0.1039148581494982,0.5392381244263234,0.4265716403369489,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.295090723046125,0.1276535660214002,0.1030908083900132,0.5432225445337584,0.4347811318913788,2.0,0.2929423951926875,0.1279794549383037,0.1032605956389757,0.5412727314089824,0.4284981630563683,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2945513451996178,0.1277270145127924,0.1030369686094995,0.5427258587611323,0.435519289801086,1.0,0.2948095427689858,0.1277118421474704,0.1034488839027709,0.5429760864455003,0.4255407919929203,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2972493005338932,0.1275726102901082,0.1029781160656904,0.5452057519740471,0.4352173553678367,4.0,0.2841944109472814,0.1283055971760643,0.103576944758078,0.5331677826972887,0.4269242405000115,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.297468013885975,0.1275102051315503,0.1028786872263707,0.5454062937538806,0.4368268788566483,0.0,0.2833268779662072,0.1285555683293282,0.1040146218945606,0.5323513385401712,0.4202168907992314,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2969333060598943,0.1275441610697477,0.1029134395806037,0.5449159196027804,0.4361128497284395,4.0,0.2854390958138424,0.1284249219985563,0.1039485852804882,0.5343473050313778,0.4229777004635283,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2957473475130003,0.1276076014014582,0.1030365158817053,0.5438266536543703,0.4350153298435523,3.0,0.2902662197440745,0.1281669414270863,0.1036264264763977,0.5387714330188642,0.4279788559192286,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2946583927132157,0.1274885810843447,0.1029195409136431,0.542824507107087,0.4350457368779774,2.0,0.2948681241893466,0.12861736821844,0.1038918422343017,0.5430374577333147,0.428153169750824,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2948256751776207,0.1276882315216454,0.1031125374924554,0.542978621409332,0.4347551433363683,1.0,0.2940741393335203,0.1278311317093182,0.1032755651444191,0.5423679826985455,0.4289846804424367,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2965953608980386,0.1275642708721149,0.1030030113251197,0.5446057598623076,0.435676686268431,0.0,0.2867912235736432,0.1283449315514417,0.1036538280766217,0.5355742582059039,0.4245417883851612,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2950315232019844,0.1275960068570287,0.1029729193363111,0.5431680534603714,0.4349192413023548,0.0,0.2927488305405229,0.1282455271346504,0.1036725257463308,0.5410991679574924,0.4275604130002207,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2957571196225378,0.1276336069923908,0.1030473557556716,0.5438355741821728,0.4356222858749258,1.0,0.2906191694213704,0.1280274817081347,0.1034033207812849,0.5391302507613707,0.4255017350126718,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2968864637199735,0.1274020699658708,0.1028732596551557,0.5448728990689479,0.4363881493635407,3.0,0.2861169071325374,0.1289518385536359,0.1040268505138803,0.5350051345743376,0.422391085166522,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2967252854362705,0.127572012611953,0.1030171168089731,0.5447249738534348,0.4363529616570048,4.0,0.2863050035080651,0.1283097903115851,0.1035978310117464,0.5351791040341958,0.4222555463562031,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2956347366593596,0.1275205288353339,0.1029597469474219,0.5437230446412787,0.4341220480461252,2.0,0.2908436675805897,0.1285047942262083,0.1037547910769015,0.5393894085700112,0.4311966017354551,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2976988870941868,0.1273826050237678,0.102823306259343,0.5456179057359923,0.4362001287321894,2.0,0.2826648217641255,0.1290457371691653,0.104142748110933,0.5319120870436358,0.4234970071604874,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2957666324766755,0.1276845164350646,0.1031180499980562,0.5438443200083809,0.4354815912402618,4.0,0.2902563112125783,0.1278493577388867,0.1032503531144866,0.5388081914592003,0.4253944459576391,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2961069318578123,0.1276107000186398,0.1030562374122983,0.5441570940344762,0.4358350530963444,3.0,0.2891799803921931,0.1281221143175588,0.1033369688997611,0.5378248872776334,0.4248537630116494,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2955868451705192,0.1276422002295271,0.1030683495534586,0.5436790022479241,0.4347586088538657,1.0,0.2909824813499619,0.1280223484249991,0.1033130032695805,0.5394633993703398,0.4289573844142379,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2952820338543357,0.1276409841452374,0.1030350757294805,0.543398606138875,0.4342344179543012,0.0,0.2924220135364954,0.1280078382622237,0.1034859569791501,0.5407636307396388,0.4311050192091223,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2976261912907754,0.1275315111951298,0.1030230880395174,0.545551345581268,0.4364064288167681,2.0,0.2825305177335423,0.1284824916492788,0.1035635122030624,0.5317410069596498,0.4213209673345396,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.297491155650282,0.1274785541298761,0.1028656994922821,0.5454275827297861,0.4372956564617508,1.0,0.2831929764513019,0.1286872941023362,0.1040784173120815,0.5323171177120188,0.4185966542853109,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.296388792765126,0.127524273930303,0.1029282932325818,0.5444161110224948,0.4365474262544553,3.0,0.2878433587542879,0.1284873897009074,0.1039426521071622,0.5365928034813382,0.4218686452062534,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2948021704680574,0.1276790544988108,0.1030785985989777,0.5429569868165853,0.435573999975569,4.0,0.2942632977150576,0.1278602144103594,0.1033059198161191,0.5424780399958428,0.4255829410110874,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2959347349440581,0.127618434925441,0.1030234881254329,0.5439989056884468,0.4357192927093726,0.0,0.2894769484997966,0.1281267191376984,0.1035453378445482,0.5380845672657674,0.4243935791238438,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2950825153648914,0.1276586122543863,0.1030379968903831,0.5432149905490611,0.43512030992286,2.0,0.2929040031357469,0.1279659449388579,0.1034087312350586,0.5412367014558787,0.4274860230104818,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2961614102578686,0.1276588417136677,0.1030772268646657,0.5442071498242967,0.4358856870037695,1.0,0.2887563619754925,0.1279425591955891,0.1032894849379026,0.5374648570307753,0.4245132019064887,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2963450639640252,0.1275242961529269,0.1029300365865911,0.5443758584292333,0.4351743756050862,3.0,0.2884269120077293,0.1284498088876294,0.1038576444186217,0.5371400916909755,0.4279112862229419,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.295016316397846,0.1275106137373702,0.1029214934510315,0.5431540555136125,0.4351521598624358,4.0,0.2933422201873445,0.1285406736293906,0.1039193693553933,0.541634025010176,0.4273630784280746,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2945211733947086,0.1278311894020508,0.1032175882601852,0.542698060107542,0.433647831244935,0.0,0.2952179551789051,0.1272645767625016,0.1028564384877422,0.5433438676954373,0.4333361217892715,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.295564742498243,0.1276287987465668,0.1030819207330987,0.5436586735492777,0.4344580370188065,0.0,0.2912867329115031,0.1280510887672982,0.1033598613162401,0.5397482123443988,0.4303591360666741,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2940279494657717,0.1275856588770873,0.1029618543233411,0.5422434517946937,0.4335960192647414,1.0,0.2970602506156554,0.1282570093572347,0.1038099324312273,0.5450817446280602,0.4334168312618512,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2960167670599239,0.1276352005570265,0.1030114403409297,0.5440742393386102,0.4358663340421734,2.0,0.2897366552922115,0.1280060745416362,0.1034443158729241,0.5383530251925132,0.4252434768198824,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2970263572794628,0.1274597861676619,0.1028818953958006,0.545001256300941,0.4362414181309493,3.0,0.2853157614496382,0.1287421715440783,0.1039211358751746,0.5342603645146735,0.4231863006475483,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2962452075238454,0.1275712095762043,0.102982730545017,0.5442841336823417,0.4354080517925309,4.0,0.2882918821586698,0.1283104664003978,0.1036489308523561,0.5369577098555275,0.4262493379219028,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2960626258691595,0.1275411511595308,0.1029540066068176,0.5441164847013219,0.4356411601450051,4.0,0.2892145458318392,0.1284143753283238,0.1038498118790971,0.5378361859633215,0.424921360549793,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2957991912999532,0.1275318474924419,0.1029933641249449,0.5438743354341394,0.4348982328008068,2.0,0.2901823963137684,0.1284599304045509,0.1036884566229111,0.5387037044220596,0.4279593420757814,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2968062219166397,0.1275886786532228,0.1029969882262726,0.5447993766241926,0.4367380052694972,1.0,0.2859311703377447,0.1282460482234464,0.1036575417043149,0.5347797238722891,0.4210315210261635,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2952314225651513,0.1277351285433094,0.1030724371474095,0.5433520818883774,0.4352124203516025,3.0,0.2921096736139448,0.127676271183659,0.1034394919541708,0.5404911312136019,0.4268429992179627,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2942004295253693,0.1278145246276577,0.1032002916421224,0.5424025223472383,0.4346144335204167,0.0,0.2963268222860228,0.1273510743662745,0.1029709714924061,0.5443743444569541,0.4295985879343593,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2978827590151957,0.1274159162974881,0.1028659456998734,0.5457863788675406,0.4371511900985562,2.0,0.2820443309443491,0.128899112124583,0.1041142781573776,0.5311990057074691,0.4195841865388122,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2955796373964721,0.127585914028118,0.102978564213568,0.543672373568259,0.4357783382783305,1.0,0.2908137970838015,0.1282658873027639,0.1036871611440812,0.5393025363266422,0.4242416242541162,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2962083459215291,0.1276006495510874,0.103026508005417,0.5442502712943457,0.4362779133705189,4.0,0.2882714169033422,0.1282052305604064,0.1036449008489497,0.536967740476933,0.4224259642518175,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2954761953555163,0.1275672608472989,0.1030111842441886,0.5435772317247443,0.4353282248715067,3.0,0.2917354973750936,0.1282946516714005,0.1036040403832817,0.5401302991475195,0.4266868270123029,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2945565713318369,0.1277375382346683,0.1031151886833381,0.542730672597761,0.4350402965183464,0.0,0.2947224493507406,0.1276760773910951,0.1032490100589879,0.5428893333690675,0.4279916549542421,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2966769239683096,0.1275546341602934,0.102988222574548,0.5446805815018068,0.4355118422499633,2.0,0.2868490619130365,0.1283493539344666,0.103651731995248,0.5356152215588873,0.425712628756994,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2965392603792148,0.1275387202903582,0.1029649031831691,0.5445541962922406,0.4356792312657115,3.0,0.287053255638959,0.1284456670437057,0.1036731768345582,0.5358459346068872,0.424261424721179,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2952658099757531,0.1276215916131619,0.1029896428605463,0.5433836780317487,0.4349169339656273,0.0,0.2923159898205892,0.1281000585886131,0.1036366775361422,0.540688085998706,0.427784225696784,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2949903324937842,0.1277352985304226,0.1031913417172313,0.5431301360998515,0.4341255223069791,4.0,0.293410647188202,0.1276463441016287,0.1028712923867481,0.5416949098897887,0.4314196511196518,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2969505798049442,0.1276131563957753,0.103068253616685,0.5449317312737413,0.4349647026160414,1.0,0.2852857765904455,0.1281533997306519,0.103297654872585,0.5342154214376557,0.427386570334534,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2961867602044343,0.1275884235721989,0.1029819975929067,0.5442304791066578,0.4356584868802823,1.0,0.2885240678965165,0.128241751996075,0.1036790395018385,0.5371833334298156,0.4248776049473152,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2990180999740091,0.1274027387985706,0.102830844346357,0.5468255083549804,0.4378711193400625,0.0,0.2772121023226295,0.1289674160652242,0.1041178725692429,0.526817920391333,0.4161850015106857,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2959970249218319,0.1276479264082152,0.1029936575906008,0.5440561871125793,0.4359431071366301,3.0,0.2893252877988275,0.1279990265084019,0.1035922565584937,0.5379353211324218,0.4241081755866926,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2958758876167873,0.1274806742494054,0.1029568647842463,0.543944853691125,0.435336063336027,2.0,0.2901277594322425,0.1286412196570159,0.1038524760348064,0.538654873797644,0.4270541914830459,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2967219588131021,0.1275311939857953,0.1029717097548906,0.544722040430272,0.4354807438338318,4.0,0.2865838009276108,0.1284512785805291,0.1037934924297993,0.5353917591556842,0.425599740693685,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2976365800719218,0.127573482962465,0.10301347152438,0.5455608042872047,0.437473675033412,2.0,0.2824041812086627,0.1283156235138887,0.1035545138804557,0.5316116104542722,0.4176736033576811,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2981358683967803,0.1275020140195226,0.1029055855171253,0.5460182044268811,0.4365022222099661,4.0,0.2805045894745246,0.1285956193838968,0.103858246308124,0.5300350996970422,0.4216622428861101,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2948622493669867,0.1275737539341725,0.1029499405908865,0.5430122106439251,0.4343628382216505,1.0,0.2938996154753006,0.128292830028816,0.1037460556169983,0.5421358015777867,0.4307130028830298,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2976439751583558,0.127568738768579,0.1029979120829593,0.5455675820428757,0.4360253441367264,3.0,0.2828030594974088,0.1283004370588289,0.1034641159489774,0.5319675744977572,0.4238608870854025,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2969297622802082,0.1276540163090939,0.1030496313299961,0.5449126298039315,0.4355672941632212,0.0,0.285181388811103,0.127998169161788,0.1034871770919865,0.5342578583776498,0.4251258921337859,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2965378510438052,0.1276848435600954,0.1031377024100119,0.544552901828358,0.4357313298080297,2.0,0.287265955678108,0.1278372298383995,0.1029606574269059,0.5360993926984563,0.4251711192101378,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2950484426571815,0.1277785011228367,0.1031695461379217,0.5431836283280913,0.4348287727208179,3.0,0.2939333287123491,0.1274040617821037,0.103031312165029,0.5421707892174574,0.4292017584462699,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2955884331959704,0.1274831844770055,0.10292176077573,0.543680462508108,0.4346682758314142,0.0,0.291214798550599,0.1286352037088183,0.1040394584270251,0.5396463813797975,0.4288347019865957,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2960354327773018,0.1275281593204334,0.1029945565576167,0.5440913931284208,0.4354130617604984,1.0,0.2891317838191815,0.1284817241151878,0.1036684056712927,0.5377588442824424,0.4259456040396199,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2938155014075878,0.1276950051700857,0.1031131070211609,0.5420475189240007,0.4336901255110919,4.0,0.2979884516406926,0.1278160004999772,0.1032940593746708,0.5459042743004816,0.4334991088552792,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2971190259933325,0.1276340519796958,0.1030139263097765,0.54508630225743,0.4360340745775001,1.0,0.2846555811153036,0.1280629714385656,0.1035442715408104,0.5336372328163567,0.423411592950082,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2946732020663815,0.127619102949215,0.1030815051683336,0.5428381345324438,0.4352106611406448,0.0,0.2949328914632729,0.1280805556867639,0.1033803458938538,0.5431269487233413,0.4271829819347837,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2951148288123908,0.127669074660184,0.1031000034795236,0.5432448903870183,0.4350566694147285,2.0,0.2931204150090907,0.1278912782973124,0.1033933153736802,0.5414490710682781,0.4275625183665031,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2959604546425863,0.1276440928096917,0.1030653800436955,0.5440225355289291,0.4354224014580942,3.0,0.2893356698248839,0.1280261204764947,0.1034701320401859,0.5379650583639743,0.4256585223378542,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2959574441166909,0.1276914743429152,0.1030807110284796,0.5440197905508333,0.4356060622550987,4.0,0.2898009882174421,0.1277954797525174,0.1032658687112091,0.538423353156039,0.4258401627836789,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2946748111754137,0.1276677174481927,0.1030784777081446,0.5428395927397982,0.4347159672291842,1.0,0.2948015677789998,0.1279033629702995,0.1033363205842127,0.5429893726237406,0.4285990709327106,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2966096353193275,0.1275623297409269,0.1029680957207462,0.5446188090594895,0.4336960941790495,3.0,0.2870991267410333,0.1283189291210774,0.1037549243357365,0.5358509269588452,0.4332958109457824,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2972772100428286,0.1275415069280959,0.1029635440415167,0.5452313466528189,0.4362568668719021,2.0,0.2840227932391935,0.128436686388935,0.1037564350509775,0.533038837597281,0.4222285809983675,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2958107782048408,0.1275774575793445,0.1029974362717271,0.5438849049107501,0.4347608342943037,4.0,0.2898732935770121,0.1283009081974394,0.1037087787514379,0.5384181385712831,0.4286346766396527,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2958713183223395,0.1277334094625173,0.1031514498776937,0.5439405572196703,0.4338305349052972,0.0,0.2898935245245114,0.1276494468277363,0.1030682480530192,0.5384807489102424,0.4321070392285691,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2962144515227765,0.1275825382083969,0.1029275210457181,0.5442558813343462,0.4359489242848858,0.0,0.2885862746447271,0.1282486951792308,0.1038487841541649,0.5372444595304211,0.4243756775543679,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2955451147988944,0.1276233485963205,0.1029938134245494,0.5436406227520427,0.4343216917023258,1.0,0.2913045448824819,0.1280838857936218,0.1036428967988154,0.5397549059993214,0.4305634659751012,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2976793806906216,0.1275929473997003,0.1029919396126889,0.5456000292196842,0.436792384422359,2.0,0.2825078004417723,0.128214057095191,0.1035205456377822,0.5317796919883915,0.4208072319662042,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.297176851467013,0.1275405429961639,0.1029088757895629,0.5451393060599187,0.4367563859903697,3.0,0.2846370064525151,0.1284209258692303,0.1037494627701551,0.533701832527997,0.4209780411200618,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2966998095234532,0.1276639419817135,0.1030282401997408,0.5447015889781929,0.4359269628123428,4.0,0.2863812814631379,0.1279394836405357,0.1034659353479686,0.5352602748879566,0.423631999331775,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2967090651912574,0.1275542825465437,0.1029915231147934,0.5447101413717177,0.4350645003677849,4.0,0.2867226322554657,0.1283507146906815,0.1037436546131412,0.5355176116688961,0.427205057975532,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2965937101662297,0.1276652311402912,0.1031010200216281,0.5446043111609791,0.4366773511080526,3.0,0.2871866615550683,0.1279021546955908,0.1032807593123877,0.5360369302976716,0.4211830085180083,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2960289586461168,0.1275400748500034,0.1029550608411115,0.5440854837069642,0.435450513287752,2.0,0.2892397468705092,0.1284245103210058,0.103766106414201,0.5378950444502449,0.4260588981133227,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2948881341552443,0.1276323198098337,0.103070934062844,0.5430361061692809,0.4342064950719211,1.0,0.2935757359842271,0.1280802056960989,0.1034125160052944,0.5418266746523214,0.4304980795937623,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2964557910439979,0.127476696149475,0.1029431364442466,0.5444775769415365,0.4356716792650157,0.0,0.2875395771254831,0.1286804319454502,0.1038021859205714,0.5363456766464556,0.425540166964215,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9350031125192302,0.0399614498979752,0.0307844839552475,0.975281512548973,0.981975375263401,4.0,0.1068460588787674,0.1304159554218431,0.1053248172534758,0.3271292585016382,0.3258421642945612,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9306607522373442,0.0399210156357248,0.0308257511919371,0.9740139894514231,0.9821428588672324,3.0,0.2055665138081379,0.1317869672583058,0.1054320649412644,0.4768387073485605,0.4351908307826994,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.934904503749936,0.0390239704228503,0.0298507592669149,0.974977619689322,0.9807922583690664,2.0,0.1326449364925499,0.1360030310472995,0.1103546511640662,0.3841018817911156,0.3734024860859816,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9318423257497326,0.0394246488126402,0.0303502599935807,0.9746388592853186,0.9808180494864738,1.0,0.0989454407975972,0.1429439112883166,0.117381897377845,0.3169807143796263,0.2938027433085459,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9333590327974378,0.0396922257811787,0.0305874303169404,0.9748173558926576,0.9808445899251714,0.0,0.1253671033191766,0.1377911739505055,0.1091969833802996,0.3606726836824999,0.3361538197676876,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9346786819049532,0.0398378801943566,0.030639350381812,0.9749909384551668,0.981172321527668,3.0,0.0775939751269197,0.1330734212242305,0.1066487296777956,0.2910830548335736,0.2874955901379286,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9318448418359688,0.039470074635968,0.0303913489799535,0.9744589623492228,0.9812961730058206,0.0,0.1876333974627613,0.1380600974543322,0.1106111732062119,0.4458205952103831,0.4179363212980314,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9367757024090118,0.0394895608409527,0.0303374654686293,0.975578016897615,0.9815021544022844,4.0,0.1314628873034434,0.1266797711231083,0.1049687650530324,0.3703448746577259,0.3574167049186478,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.93294456046017,0.0391856671957247,0.0300968975181806,0.9745629552166198,0.9812979636339196,2.0,0.1316619662631735,0.1431935776876249,0.1114891322888366,0.3677996444024399,0.3800317541219434,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9282177751507464,0.03967403618888,0.0306002956853997,0.973986660032214,0.9811128220593048,1.0,0.1499469028209907,0.14931414934186,0.1170724078317581,0.4205718757943119,0.4224966548586167,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9310368490691489,0.0401129516010795,0.0309530804583053,0.9742106714482398,0.9814123679844274,1.0,0.2038233725028021,0.1283614307953506,0.1042398722165063,0.4918636808880063,0.4770208206316336,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9313284967616032,0.0396624032847194,0.0304964380523238,0.9742000261102536,0.9817054021960384,2.0,0.1780961781145991,0.132657188955389,0.1066823867331753,0.4518544324634163,0.4542351324609127,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9319406733347636,0.0393999803649157,0.0303888030696787,0.9747722674164916,0.9814853337463846,4.0,0.1563736095631063,0.1423229822830023,0.112650931398816,0.4043766173654285,0.4015744553282144,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.932431604086392,0.0392874934028355,0.0303224588464998,0.9747294232807904,0.981980569012016,3.0,0.1921549665882013,0.138154008772068,0.1090017346364389,0.4674019530213841,0.4347733936133299,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9355859471725992,0.0389712689653156,0.02984683182181,0.9751479939296832,0.9811295491621096,0.0,0.0987023946538828,0.137681844390716,0.1086979590927795,0.3435242969441781,0.344979875484106,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.92861391933001,0.0400253613388802,0.0309057202881557,0.9736644777411853,0.9803563985446604,0.0,0.196304200568226,0.1415453786091904,0.1136653360971477,0.4651344083667405,0.4471730851285134,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.933924291846664,0.0394749398169696,0.0302306409306304,0.97474364360078,0.9810324577923588,4.0,0.1139226969730597,0.1338965210868395,0.1073240554989631,0.3642245173072736,0.3582614056363892,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9314770665445604,0.0397999558417036,0.030693160969828,0.9743970089913544,0.9819032518931634,3.0,0.1861734410726203,0.137246825491434,0.1087248104479827,0.436686204038673,0.4344191590180897,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.931318137023412,0.0396273827979816,0.0304678625823332,0.9739836778097202,0.981297292238662,2.0,0.183570022298541,0.1366022708853167,0.107450103455079,0.4395153368821149,0.415501876972103,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.932748411448551,0.039083761826436,0.0299003524865843,0.9744973087093698,0.980846588833418,1.0,0.1057809611113886,0.1402208645811042,0.1119292119720107,0.3607624783066451,0.3656691337573037,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9311787796411656,0.0397170536485954,0.0305795539358047,0.9742797681465806,0.9816221267465376,3.0,0.1716148856274324,0.1401654967582803,0.1102151407161871,0.4215129741825427,0.4161378491359333,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.93185081267409,0.0396015047488991,0.0304172923681117,0.97446207302332,0.981594109954013,2.0,0.1581938205681857,0.1400611049953285,0.1107554095009004,0.4060314671719733,0.3882624739768259,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9284119282756018,0.0399068214300749,0.0306310876591828,0.973451368774244,0.9808045083104452,4.0,0.2534085176906057,0.137554820882799,0.1094047179573182,0.5425859115528401,0.5387257196041103,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9316565323940548,0.0397249472366104,0.0305243326531576,0.9742529633584882,0.9801938002568932,1.0,0.127258699033217,0.1391069864842997,0.1126041382005072,0.3891127878379181,0.3719576739350261,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9352921334359914,0.0395592460619057,0.0303672291630884,0.9748973575214164,0.9816219347257704,0.0,0.1217180659625942,0.1266177363993288,0.1043708700389244,0.3695433834449604,0.3474458657400823,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9274530992346914,0.0394664871456724,0.0303542981185196,0.9736081880341924,0.9806006574616152,3.0,0.17283355412105,0.1482048457493363,0.1159806379427711,0.4754337052404652,0.4748117033913682,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.935676693300386,0.0400098859774689,0.0307186588353215,0.9749181429140292,0.9817460844569228,4.0,0.1127061397586403,0.1216056637180547,0.0995834358445401,0.3697848412713702,0.3574377653481338,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.929817971596187,0.0404991396854371,0.0312917922866205,0.9739504218592674,0.9818050465802196,2.0,0.146325253906437,0.1314095625921265,0.1063216332766223,0.4425650425683112,0.4333751500881973,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9308026203404948,0.0394387761348714,0.0302957138488895,0.9742043841411684,0.980096087703651,1.0,0.1371547663767809,0.1424397683190047,0.1167379060212281,0.3905932709264215,0.3433678387124669,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9325738062588784,0.0399899418542432,0.0308737404673914,0.9745847282324576,0.980595702590362,0.0,0.0372385519834231,0.1406224007602191,0.1149522709433753,0.2194236027924075,0.2190303537426528,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9263178998286198,0.0403425535865803,0.0308057140702566,0.9717341343409344,0.977220746689122,3.0,0.0674296783970676,0.1521943749134326,0.1178710684876416,0.3408127909868909,0.3428726847226743,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9236606684231368,0.0401407779418301,0.0305525212474545,0.9717885737404266,0.9779018800427668,2.0,0.0241186039597002,0.1567028226426634,0.1212103767551403,0.2950355417639165,0.3033698873079565,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9334606739050528,0.0404516962330933,0.0308540356514618,0.973709554153706,0.9789059051622464,1.0,0.0826434570098575,0.1282244112419411,0.105700984692996,0.2913157508831204,0.2823220195000677,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9256518886008208,0.0411900313834441,0.0316589127807411,0.9719468717976996,0.9796732309188873,4.0,0.2423767831610465,0.1336886922060318,0.1087040940470483,0.5111744125547323,0.5022798991761083,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9276648237066591,0.040378224836413,0.0309451127236303,0.9722464394436384,0.9783939957070296,0.0,0.1008470753080091,0.1510110205892419,0.1196140641739633,0.343289773217209,0.3171155345815103,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.931535865450168,0.0405244053776974,0.0310649459992979,0.9732724509718084,0.9786573466368388,3.0,0.0487743740532808,0.137902812210831,0.1119869469905153,0.2649252188334516,0.2643483393924331,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.929947173893188,0.0409926108285318,0.0313564856836901,0.972976970584171,0.9794281766895484,1.0,0.1713354477149927,0.1319628649263626,0.1065819643522681,0.4294135341560879,0.4012088974899236,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9312543765560636,0.0397915311437003,0.0302787895764085,0.97322054863672,0.9784550396815695,0.0,0.0619576998491807,0.1422574646021321,0.1136434363142338,0.3092078486225134,0.2952415877875784,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9255873622771952,0.0409836403504586,0.0313247995481556,0.9716452777598694,0.9791611623395982,2.0,0.212189554833943,0.1352020851976682,0.1083138311346405,0.5008496325343738,0.4827642075218561,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9306393109904,0.0406800552573941,0.0310741309892118,0.972874477014928,0.9792813595817348,4.0,0.1618675740635508,0.1274030662156752,0.104088603077894,0.4439697128594755,0.4151850804404963,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9311417931989172,0.0403050031966831,0.0307136968326043,0.9731526603317762,0.9784946230301512,4.0,0.1249189230333213,0.1348745488842066,0.1095828759056114,0.3629025606668695,0.3613545265121882,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9284445209635503,0.0400928667599204,0.0306090662282821,0.9723721299674444,0.9778434027829486,0.0,0.0665805968377881,0.1524372996235623,0.1204838665016771,0.2921471450842218,0.2932986944493225,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9292121107816004,0.0410678923424671,0.031535458553447,0.972606050938544,0.9794184514705504,1.0,0.209799878974397,0.1254280641703204,0.102970466451334,0.4668280515125793,0.4658141033831823,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9289820246887224,0.0402978135004775,0.0307846326115777,0.9728050321501877,0.9797807053528844,2.0,0.1836292474243696,0.1395112543308703,0.1097258682089832,0.441861368607193,0.4340246294820374,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9292366552537532,0.0398780832453591,0.0303921818223185,0.9729835235799782,0.9787375169510704,3.0,0.0047250234098364,0.1480033494410559,0.1169664486171132,0.2425925359578427,0.246293162279137,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9306528535234568,0.0399089322643016,0.0308044864583499,0.9739299629328494,0.9819479215882714,0.0,0.1908093968001187,0.1334182124670702,0.106973395957736,0.4499471832281244,0.3890278215624855,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.936361008051524,0.039102694197624,0.0299813119144221,0.975489482153058,0.98157110489167,4.0,0.029699400224505,0.1395499366838314,0.1131300544184074,0.2034253899949615,0.1922737875467743,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9230418220553286,0.0398057094790651,0.0308262019546518,0.9732640495022414,0.9811243194035952,3.0,0.2055172517319067,0.1563706195189203,0.1208098457425018,0.5053963860582333,0.4919900784722551,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9312772987460451,0.0395512621648158,0.0305158937214623,0.9742793840306044,0.982064271362188,1.0,0.1819145198136131,0.1403407225242669,0.110259672985225,0.4445275453260225,0.4331393461412487,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9289435729318496,0.039597705309618,0.0304918833745811,0.973836473369119,0.9810932886962704,2.0,0.205989713790299,0.1399876079881074,0.1097699818477837,0.4787600692721034,0.4796746135986551,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9302286603240578,0.039653231427482,0.0305596199024501,0.9741168933981316,0.9808771842664528,1.0,0.1273087974174847,0.1479939487175894,0.116949013131371,0.3754094531019436,0.3786208698577309,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9300441254744448,0.039609351473861,0.0306129563614712,0.9740452557623228,0.9810524173746664,2.0,0.1327418646304589,0.1486273973852097,0.1177013585091341,0.4031583168299341,0.3720267683111438,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9328988711923646,0.0393621366203607,0.0302808999326011,0.9744965423501306,0.9810811091160088,0.0,0.1719124121054871,0.1378009589017376,0.1087305985796772,0.4247841931702235,0.4005897573007964,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.93432246077864,0.0390415759978009,0.0299886105250554,0.9750547366672818,0.9809879136807989,4.0,0.1359864910427376,0.1405442809612841,0.1123726021325862,0.3829479552798335,0.3582657784694835,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9348403832395552,0.039156721624797,0.0300130125248464,0.974972119079288,0.9812457684135908,3.0,0.1300750256883766,0.1370420091390447,0.1081968518501216,0.3815045570107903,0.3764127248850777,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9323829180188028,0.0400026599586856,0.0308599171960834,0.9743546588178654,0.9811758813779752,0.0,0.1227671758081556,0.1370177168305253,0.1097874392681643,0.3556348439820543,0.3455620342244498,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9357925432955304,0.0388546445410155,0.0297801955782905,0.975515170932319,0.9816935191437124,3.0,0.169178838191959,0.1352984563923135,0.107583232818303,0.4290378455921598,0.4072091991585515,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9366741598160976,0.0394905316553193,0.0303422639505035,0.9755832067200522,0.9821830247316125,2.0,0.1631619655671244,0.1254356126730941,0.1019735451812141,0.4293224127318827,0.3927383506967678,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.931658721879232,0.0388482368499949,0.0297850992404795,0.97462740271683,0.9814613840583212,4.0,0.16159362979178,0.1451135586729692,0.1128522242038438,0.4464529356751044,0.4471887265339417,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9348591310944246,0.0398275704221945,0.0306648615655611,0.975183868486498,0.9816963142335026,1.0,0.0608495678303968,0.1332253219894809,0.1079829639249072,0.2705786209426587,0.2561210995436146,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9257343934593676,0.0397628612525684,0.0305805060698326,0.9731387414021722,0.9794287385870424,3.0,0.0987470094326447,0.1559350330408389,0.122700764259461,0.3706037361287856,0.3785260567971349,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.935913733293236,0.039571076236922,0.0303119282495931,0.97507723983688,0.9814968151938236,0.0,0.1652070218497788,0.1273619870188624,0.1034644319797347,0.4125253505322906,0.3903442410396463,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9343215606915688,0.0400855202074453,0.0308985719693874,0.9748531264485256,0.9809155210065726,1.0,0.1248956536966771,0.1299104765410752,0.1056124652182356,0.3605037449528269,0.3498540779749509,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9335541078055938,0.039879334544778,0.0307085155428227,0.9749322964311534,0.9814702002812676,4.0,0.1284590820194115,0.1348061376115978,0.1093638319495017,0.3713433795146957,0.3200433193765133,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9324826206249356,0.0395994752031879,0.0304343224889833,0.974377363059714,0.9803184361618962,2.0,0.0778809144770534,0.1427857441287516,0.1170237868197739,0.2800946562150508,0.255324996668221,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.930668885348208,0.0399574496706766,0.0307421271015579,0.9739732303849468,0.980521732937356,1.0,0.1983026495360486,0.1367949683545688,0.108626081992033,0.4683688844843902,0.433673036813923,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9376523377772782,0.0393216980880091,0.030114428080799,0.9757583788255038,0.9817272138682768,2.0,0.1487927382929199,0.124599270361491,0.1030130365519242,0.4051909885149313,0.3891431206843551,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.932581727768772,0.0392818592177922,0.0302414444736233,0.9743801547978426,0.981044477494264,0.0,0.1468902512408233,0.1421317844828414,0.1119177219426275,0.4026128086255942,0.3897774712482762,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9321013881244554,0.0395148989993539,0.0303374898862049,0.9743783994176886,0.9808739459676646,4.0,0.1349716532659451,0.1413253059381966,0.111681720994847,0.3887399924578114,0.3641997799629733,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9291992705266248,0.0402985491048296,0.0312160027731551,0.9737223476972938,0.9801787547410962,3.0,0.1026284549881397,0.1451114023231867,0.1155357083043454,0.345914895457202,0.3284051280992604,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9363373309607992,0.0392912648589803,0.030104497033838,0.9753648745159356,0.981397822067836,4.0,0.1442745201260012,0.130671679464272,0.1056566814696082,0.3819126288887677,0.3615218060485556,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9350309629179164,0.0396603891943284,0.0305383069538011,0.9749232797589537,0.9820467745562343,3.0,0.1972891626420325,0.1201885974782622,0.0987372613553734,0.4521948533407369,0.4394370591875929,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9328651853198986,0.0396325756174609,0.0305116100630864,0.9745815392045944,0.9807048452087768,2.0,0.0951680794570654,0.13847975118628,0.1129935378071676,0.3123243323161661,0.2972442304781366,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9303612885190222,0.0397469920429733,0.0305740061703351,0.9737846179250904,0.980431318358731,1.0,0.1334343419267964,0.1464795747907255,0.1140855001186765,0.3900541678261801,0.3962058311184092,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9293054396882686,0.0401052966602109,0.0310082969459101,0.9738865362799456,0.9810627702155126,0.0,0.1794693739383239,0.1394777664172728,0.1107346074004357,0.426205175292883,0.4015136015792293,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9322129080310836,0.0404536505744653,0.0308448334786184,0.9734276858253536,0.9790763810467408,4.0,0.0065908431325302,0.1409489615378521,0.114229459665783,0.1770565297723929,0.1843918262025798,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9278465478640056,0.0408707903474271,0.0313950457959722,0.9723851092208065,0.9785026267763952,2.0,0.1320950532965729,0.1410525699303511,0.1113634619419103,0.3652791147061187,0.352238895210915,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9308652339032424,0.0403876431046237,0.0307647353833864,0.9732085290460024,0.9786974673444686,1.0,0.1142677133070587,0.137531358983398,0.1095893373735137,0.3584976430845766,0.314757229136848,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.925670131642416,0.0403852902619616,0.030795645907871,0.9715426460142806,0.9773700114569616,3.0,0.0790221400282001,0.1543797509471351,0.1190883965308653,0.3969978384700571,0.3829286410588012,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.92340088910093,0.0408088695919552,0.0311905004007807,0.9711889876349796,0.9792192315471592,0.0,0.1864030065645466,0.1401483404191731,0.1116415124647504,0.5010858782441071,0.4592101281396091,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9260854851214664,0.0408872540067528,0.0313409300168963,0.9716873456735882,0.9789675108420666,2.0,0.0231609801631039,0.1375269583531334,0.1104146392677366,0.2975139406490817,0.3009459423141983,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9272021175032582,0.0399239861883224,0.0304028424751762,0.9722678868226812,0.977701191973936,3.0,0.1047117336981666,0.1494444858572587,0.1195411429839686,0.3426199498259782,0.3281753338420961,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9289082200012364,0.040401480452391,0.0308696843630813,0.9728922316730636,0.978961049919184,4.0,0.0181385957432764,0.149443527891371,0.1166926880998425,0.2055339606440497,0.1956623783652569,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.926889118487774,0.0412190828384483,0.0316529151031643,0.972145620092227,0.9798540086338798,0.0,0.2102605815248198,0.1322414301301878,0.1071448420402306,0.4699484609452508,0.4706131829041057,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.928475594739698,0.0396921096536244,0.0301555522204123,0.9724648595288576,0.977954754402562,1.0,0.151410568905325,0.1447847642237315,0.1139290280507105,0.4353173529142377,0.4267423925611956,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9310922251775778,0.0403581564866562,0.0308307070128597,0.9731338893340882,0.9783247870700764,2.0,0.1402506690965823,0.1366527985921578,0.1090576600054717,0.3825190603330858,0.3509026656866507,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9223473343456328,0.0411654443916984,0.031620031487841,0.9710415723440976,0.9784466342951688,0.0,0.130651628190009,0.1448373625499805,0.1150765478775463,0.3945802931008292,0.3931427303048277,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.92514774170855,0.040615766174989,0.030982188695051,0.971986209764118,0.9786436857742572,4.0,0.2418642809374414,0.1382563651934203,0.1116433558424011,0.5459847611718185,0.5266749297701216,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9271886280466436,0.0403367270421908,0.0308613769731749,0.972036769336396,0.9774223698136631,3.0,0.1141624194762469,0.144444346111231,0.1168188299312989,0.4085611978274964,0.3883587982335587,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.929561949442569,0.0404778722629729,0.0310048840814618,0.972814358288777,0.9789144381204974,1.0,0.1705628711525427,0.1370761625753621,0.1084688584897354,0.4157739134111687,0.423091197758341,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8891083703206146,0.0486370618157392,0.0357625074381508,0.952347059427242,0.9546332904785212,0.0,-0.0411356377741607,0.1715642417707491,0.1321579571197083,0.134933661774026,0.1350109648506483,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8946627875833592,0.0481560123785119,0.0353884293114681,0.9545286674576992,0.9572253063310128,1.0,0.0459258788186134,0.1589073640731518,0.1221242355984083,0.2266252968916427,0.2362598796502832,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8853670056165182,0.0498692430899181,0.0369489816261115,0.9517528443040696,0.9563013692453304,2.0,0.0651620553122718,0.1490068023981648,0.1176811827182567,0.3040763973907252,0.3196553552533728,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8969307239159906,0.048395220028797,0.0358381564627084,0.956197566213398,0.9595765138456848,3.0,0.1836266205487985,0.1392240834721878,0.1132760393775301,0.44069846907582,0.4363364306391897,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.900419913234812,0.047280270214303,0.0347680908219585,0.95720342047312,0.9591921922984444,4.0,0.0545560117483836,0.1527430349295448,0.1206118590506048,0.251473418574294,0.2334660388164756,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9112248404209938,0.0471383140355928,0.0345452785629532,0.9607197039111912,0.961217986945682,1.0,0.047520273450831,0.1294412350926742,0.1054125955051142,0.2397332338998644,0.23460298485373,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8942297876341669,0.0484857337525418,0.0356120669129729,0.9539813077050456,0.9552768508926188,0.0,0.0805738301946847,0.1545815927625985,0.1232787921255059,0.3072324370066357,0.3026017968946042,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9045123644959788,0.0467595295352579,0.0344069018372532,0.9587164036094028,0.9613614759655368,4.0,-0.0074158787091693,0.1533188832473651,0.118428148833225,0.1728396996017684,0.1802070733544594,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8935625627566111,0.0487676717725779,0.0359138917018206,0.9541164604718606,0.9571995910935138,3.0,0.0991152758950224,0.1491659860560663,0.1170450731446584,0.3161469628598739,0.3423755490132085,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8949141421651096,0.0490383196481384,0.0364318324460069,0.9555908280052056,0.9592423563837432,2.0,0.1139019327582565,0.1385658509401366,0.1137821462785037,0.3821885829225063,0.3861304800817261,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8980087863473751,0.0482547882742824,0.0354111168178424,0.955905835684804,0.9578958770884188,3.0,0.109780737643101,0.1452730370402856,0.1154039849761108,0.3397534228573952,0.33295382974059,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8882041895137404,0.0491176807747248,0.0362003543100174,0.9524325390464294,0.955476285191481,0.0,0.0640539393296151,0.1599177030487806,0.1236139368987636,0.2598045760513457,0.2545551760784203,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.905921845417542,0.0477119199606103,0.0348441726878957,0.9586101456174152,0.9594958614342518,1.0,0.0416640624746134,0.1371773310074208,0.1094917309498827,0.2333847765086316,0.2488408737089126,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8963852796626764,0.0482393474012566,0.0354261962596989,0.9553262079609642,0.9580764861652245,2.0,0.0994478311964393,0.1464039979306004,0.1152901909111062,0.3210004770404334,0.3101353266266733,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9010152636874376,0.0476759736857633,0.0349959131466496,0.956950033344724,0.9577967023659552,4.0,0.0441196311549584,0.1474494300842433,0.1198996856799846,0.2236529543066675,0.1834457992682431,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8851462580694579,0.049500535903284,0.0364730709991392,0.9512253873344492,0.9553280344680424,0.0,0.0470041399036766,0.1543549528974528,0.1202035608261939,0.2657168179889856,0.2946659657790798,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8962631446096849,0.047717514241888,0.0348376799100872,0.9550846300243766,0.9578247833772474,1.0,0.0717221163749042,0.1542272583847432,0.1200159626448293,0.3133325604616316,0.3171463999246904,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8979195276299432,0.0466723169648553,0.0343920845269791,0.9572810670034756,0.9611562364750073,2.0,-0.0730659345387789,0.160701203747365,0.1245879851275666,0.0451857860443822,0.0705836350902507,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9040411212601208,0.0472056069799741,0.0347521275084229,0.958639747851622,0.9607341325130078,3.0,-0.0001812203570277,0.14731702535385,0.1183560177596638,0.1606215724570712,0.1657923889851533,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9003661776575804,0.0474234404696462,0.0350401725610956,0.9576442308471164,0.9606438551131072,4.0,0.0044016584989363,0.1547454622661296,0.121258199467716,0.1474497388234851,0.1764211187649503,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8856608703078136,0.0496304660706821,0.0366611001880608,0.9516801928179572,0.9562173603168383,2.0,0.0566018674115375,0.1509174202663798,0.1197338614444723,0.3215811088174787,0.3347068943380172,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9052457911199274,0.0478272324633455,0.0350598988820044,0.9582384590829284,0.9587589381518876,0.0,0.0301133676322892,0.1405461534997486,0.1127243606062306,0.2160247650286949,0.2270978719641016,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8947448129253839,0.04839362169476,0.0355057488297645,0.9543177613965748,0.9566194398955712,4.0,0.0825360579783196,0.1512157503203572,0.1186361293395573,0.3245312111619302,0.3230706193273605,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8978193136351323,0.047682589436064,0.0351154468460265,0.956383577221084,0.959786397561336,3.0,0.0296359789624562,0.1544538113762684,0.120447179276322,0.2149509564148732,0.2124896024210869,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.906255433675214,0.0476974375081729,0.0350872773775174,0.9593059161835494,0.9609898508476374,1.0,0.1208071027137017,0.1327439260773749,0.1085315620095068,0.3525995721595523,0.3145268742171463,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8956048764868555,0.0484985218191104,0.0356625031871467,0.9546490630298756,0.9567614515457624,4.0,0.0571722585633941,0.1506552276449914,0.1182058479021879,0.249740932455758,0.2572099755221521,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8873135500540285,0.0490662515476267,0.0360667723491809,0.9517345630478108,0.9549683110392192,3.0,0.0686049657870362,0.1575761206220483,0.1236419743289588,0.2824132399124259,0.2978903538531536,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.903161561812242,0.0484861153008065,0.0358143243916063,0.9579100868372372,0.9585543186251232,2.0,0.0103877194347247,0.1405102677729233,0.1140523314179645,0.1927475733376658,0.1880495348631886,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.891915871865712,0.0490871810011993,0.0361451095708799,0.9534379993617106,0.9561793808945588,0.0,0.0942236295825045,0.1556282479599664,0.1211355383444508,0.3399913700790823,0.3475430457699112,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9087777722519426,0.0474670422129878,0.0350692845689432,0.9605737165249364,0.9623339270789462,1.0,0.05802596271123,0.1297949827745793,0.1068047346665081,0.2561231961103979,0.1838246682282913,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9076730590011164,0.0482053802293428,0.0353288041848116,0.9594573944548864,0.9609075156883936,0.0,0.050557934445388,0.1254848512269519,0.1030215760574752,0.2492499445988503,0.2286669129342483,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.905370209047803,0.0480311971821013,0.0351443868071381,0.958020403132277,0.9588054826334076,1.0,0.0735826403175859,0.1342175634243764,0.1090914042272326,0.281566488622151,0.2598947568181406,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8951511762528778,0.0497567545525943,0.0365211610466701,0.9532731233657648,0.9527550296616104,2.0,-0.0076110885378113,0.1463517555800201,0.1172187812256341,0.2176940860280993,0.2166814747475272,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8977903545729209,0.0492350857713113,0.0359952888851862,0.9546226334827992,0.9548438687391024,3.0,0.0634110139025159,0.1357681315861381,0.111226894020102,0.2875516955614972,0.2792797822798036,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9033489974040232,0.047167473653874,0.0347158836340149,0.9581576741285696,0.960377666909932,4.0,0.0262652817558419,0.1487755433064991,0.1182651264116447,0.1905188093604256,0.185010440182803,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9051222460759284,0.0477294393860322,0.0350358341062789,0.9582761129060514,0.9586312844760668,0.0,-0.024315329731767,0.1428690781384392,0.1167783441143117,0.1273460791527197,0.1401885944469401,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8935436734743977,0.0495542810763159,0.0364139264311564,0.9533852492086632,0.9535444821598256,1.0,0.0806188510517774,0.1464146247006353,0.1189237432401337,0.2861257144140004,0.2882407126589084,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8979457202609412,0.0483818951655748,0.0354604039774377,0.9556898183632704,0.9563899580801518,2.0,0.0810009631999212,0.1459052288557584,0.1173365878211804,0.2863718439870643,0.2842230187024479,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9092797379386272,0.0467276393153362,0.0342962633594752,0.9607154398559876,0.9629109476869162,3.0,-0.0169587776530306,0.1392894897125953,0.1114225829079033,0.1269279646367092,0.1283032484554292,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9030334071385642,0.0482630841529253,0.035372026753492,0.9571975262255166,0.9570410301405096,4.0,-0.0430896089614913,0.1438634544534068,0.1175463140341884,0.081561311570017,0.0581689107152178,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.889614847259921,0.0491945246277646,0.0359682460532109,0.9517052003825552,0.95340972941738,3.0,0.1094787398669139,0.1531386240624249,0.1213157709497829,0.349015615568965,0.33319032673535,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9016832133264916,0.0485303973042243,0.0358232182210403,0.9575252741110624,0.9599589434192988,2.0,0.0411662844848494,0.1420903400946786,0.1133924094859507,0.2344183795051505,0.2131129929323208,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8916895153441302,0.0494196260390287,0.0361541617511965,0.9521882391168864,0.952222927249095,1.0,0.0462025056917356,0.1545067194176668,0.1233334775678382,0.261906772608272,0.2523217962318074,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8987189004283791,0.0483893471703293,0.0356048860095641,0.9558564321909572,0.9566430501322982,0.0,-0.084998945069338,0.1532095241496999,0.1225288669500529,0.0727957656388412,0.0622932130614474,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9005384249143678,0.0475551516608962,0.0348794417433656,0.9566685477565104,0.9586587369878492,4.0,0.0386319244856016,0.1517033554161451,0.1182796178399343,0.2321982175592802,0.2252745613114034,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9012180802317308,0.0479934398497616,0.0353301038734335,0.9571548630274708,0.9585220890249336,1.0,0.1409045157140421,0.1385897409423117,0.1135607243029271,0.3796836059283608,0.3724942667159742,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8979934963594441,0.0485062469591861,0.0355988979627778,0.9552589084952344,0.9569206345895532,4.0,0.0924600436317868,0.1441802674062592,0.1132008641175809,0.3063592200191026,0.3052438650374565,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9028304288872304,0.0479405637370675,0.0352777282390289,0.9579516043719531,0.9597476769840612,3.0,0.0980583627034439,0.1377357871073865,0.1119399484099257,0.3162113089524274,0.3183635939644694,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.901846171480795,0.0479461581478895,0.0356432955214051,0.958899432929552,0.9628565494775868,2.0,0.0744985990257064,0.1433564908274433,0.1146010967003597,0.2934344571537369,0.2980654412776267,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.911449750810213,0.046476271271828,0.0344222894171394,0.9619827717588596,0.9645001820587754,0.0,-0.0233735943956538,0.1394776510723409,0.1124049577973297,0.1039538437592784,0.1125158564228289,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8889147781865225,0.0491090716147941,0.0361893269739668,0.9528741849813052,0.9569359901546995,4.0,0.1049655058405556,0.1498012329118385,0.117067273052866,0.3470501971498476,0.3642881170942265,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8918155027687404,0.0492791082870316,0.0363650812846519,0.9532719220805238,0.955269052106427,0.0,0.1014898750762701,0.150803638764272,0.1192178032614611,0.3581805975450192,0.3548478829531867,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8978174230113437,0.0477391443427515,0.0349357370408937,0.9555731240938494,0.9573371504315844,1.0,-0.0074987671852035,0.1559987677149549,0.1228517712735455,0.1558246587064896,0.1548386006422497,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8938234734937596,0.0479505003995515,0.0354277635245556,0.9554971866588544,0.959541730878798,2.0,0.1031707747740947,0.1548544866129753,0.1200601039756469,0.3216429337440761,0.3451436836750076,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9031972846958832,0.0471601526775097,0.0346482407569385,0.9583105107285208,0.9604731290211111,3.0,0.0970352868864471,0.1457577026021465,0.1157158762211483,0.314546005230822,0.3189782087476839,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.906662968199346,0.0480442759904537,0.0354934857007851,0.959443074237147,0.9612086950375212,1.0,0.0633700527279419,0.1286966545884732,0.106020868208702,0.2777091643649403,0.2677924544040603,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8968700204432535,0.0488276390935279,0.0358743969601744,0.9550038384095842,0.9563679480151964,2.0,0.1179323521116677,0.1416629337676026,0.1142617761032116,0.3434930804273435,0.3466961591903358,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9036937439164892,0.0476782756633676,0.0351232760945694,0.9583971112573254,0.9598138138224642,0.0,-0.0023780489173603,0.1441227404170689,0.1166369010448898,0.1400787528278134,0.1495207615014469,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9047076535326924,0.0465392931157343,0.0342855915976548,0.9590815574279468,0.9615396557776222,3.0,0.0367354967563761,0.1459891569968019,0.1165550146079544,0.2475631630500505,0.2441473104725499,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.897745288288751,0.0477376033441341,0.0349390144307419,0.9555227300326689,0.9572708556736192,4.0,-0.0257474492437033,0.1572902783929396,0.1234799912343227,0.1218077021200267,0.1208250852814803,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8991574986103915,0.048620921158028,0.0358849673672172,0.9564963164385906,0.9592819239531264,3.0,0.1080830145598346,0.13976929746455,0.1105075851165494,0.3332405697351016,0.3454267249603421,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8996053813358318,0.0483763508141131,0.0354409290030542,0.955714002106459,0.9568513944418886,4.0,0.0438419736959315,0.1465159933142963,0.114310041251899,0.231914900947417,0.2472228097225647,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8858695134753045,0.0499380778223457,0.0369451267184036,0.951474396568678,0.9557006237954436,2.0,0.1020544733877146,0.14645046821075,0.115968223117147,0.3365796412143715,0.3160641264487352,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8953699934516599,0.0487992341111189,0.0358134810418093,0.9544416760479476,0.9566292434653432,1.0,0.1157923550515236,0.1461709467894781,0.1144272784457048,0.3550724577185755,0.3362576258218329,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8952688611369434,0.0477346135396397,0.0348911426638101,0.9547448907410592,0.9570735835942472,0.0,0.0244115144727538,0.1572503569417146,0.1234398360900247,0.2483878546105199,0.239856079427477,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.885675155684584,0.0497631194778882,0.0367676522621779,0.9516497256319004,0.9562432405003544,3.0,0.0435691663073162,0.1493178676809508,0.1173540041846637,0.2745958322257003,0.280445678324007,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9075843607925916,0.0473515358108911,0.0348126934895976,0.9595873155783258,0.9613183502777952,1.0,0.0834231216132261,0.1344282557326206,0.1090793003171376,0.2917591562633703,0.2714374837697504,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.90209487033596,0.0487274341615623,0.0358005498566124,0.9567548253704066,0.9568438209971104,0.0,0.037462901577956,0.1339535265440506,0.1112226004803525,0.2328204183829184,0.2218389818085538,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8984569345421142,0.0472928412571327,0.0346129780321471,0.9562221784946212,0.9584741954623692,4.0,0.0577051978488003,0.1525797704157076,0.1195956542191453,0.2789547626531451,0.2709798104414849,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.904627103695824,0.0480283410750746,0.0353266737894431,0.9585894955852724,0.9610769861914428,2.0,0.0454831072428213,0.1316665757514586,0.1070216558644687,0.3018989263486958,0.3076395510431285,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8802720663272172,0.049780083627945,0.0367026663212181,0.9497110317917528,0.9540508389782006,0.0,0.0962134700557136,0.1581317091266953,0.1238285008484512,0.3349611106931749,0.3370352821791631,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8957354530799416,0.0485517089261159,0.0356674995668231,0.954552875243028,0.9563815266609856,2.0,0.070125851132102,0.1493045463738937,0.1171225041351445,0.2683117426535975,0.2854613149662632,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8946299464642262,0.0483825801385865,0.0355164749834377,0.954394158798939,0.9556514538712304,3.0,0.0616657215524319,0.1559757024839052,0.1244597093817129,0.2574059553981629,0.2683265081071428,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.905612325528931,0.0482561350263082,0.035559627966718,0.958698082089154,0.959332310068136,4.0,-0.0306009049020674,0.1361603436877229,0.1122574221828163,0.1251095382210166,0.116241735555856,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8888464934435194,0.0488130939331601,0.0359436660494794,0.9522858537921658,0.9553345462734156,1.0,0.0501591515937401,0.1648884719917283,0.1265794053274184,0.296681707805359,0.2943554277318023,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8982617763965826,0.0482018129283141,0.0353157090775652,0.9556480582498564,0.9570875668709722,3.0,0.0445257790810974,0.1490416771175994,0.1183709686608774,0.227577831201482,0.2321398812409663,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9018739139439168,0.0476605453694847,0.0349176015957599,0.956998815503985,0.9580119990126408,4.0,-0.0994367907122262,0.1578699394355307,0.1241330908898385,0.0584334021764988,0.1463971150106613,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8908635833033387,0.0482765495448603,0.0352484551558971,0.9527504351162652,0.9549022351011136,1.0,0.1221955196670665,0.1553837120389513,0.1224735075798741,0.3620495822821079,0.3497036532731169,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8962288527967024,0.0488797116674062,0.0356930636574969,0.9539427464243588,0.9541075331015534,0.0,-0.0727779977418732,0.1587165514486042,0.1234726533157073,0.0724565176063884,0.0734943522069094,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.90434489782187,0.0479898672841838,0.0351770087169528,0.957730506827151,0.95890036395532,2.0,0.0641449122073621,0.1374088429959248,0.1105572942618021,0.2651047072048879,0.2531450060875643,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8906902058192656,0.049311464799363,0.0361253356341418,0.9526548412848737,0.9548759926950408,2.0,0.1771981636079481,0.1450447963601408,0.1159147196570277,0.4341429455553633,0.4353254386310134,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8949663706575884,0.04846652137852,0.0351959320485482,0.9534528645452274,0.9549213683030644,1.0,0.0742807975134253,0.1500529332595124,0.1172183892991034,0.303649152112058,0.2584085269169365,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9087361567340626,0.0479538801913041,0.0350139083965231,0.9594227851076704,0.9598343511430608,4.0,0.0114052932289494,0.1275375104887342,0.1045596169313204,0.181558825373684,0.1732925251899436,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8860780211462804,0.0500145642907838,0.0366597628806373,0.9503459429420666,0.9525000114003314,3.0,0.0610079893460967,0.1582619203517202,0.1217354061948699,0.2626259832869227,0.2827106823246406,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8809342084096894,0.0502462959762714,0.0368972369670813,0.9486637749521066,0.9515372008953366,0.0,0.1220864320603032,0.1568022054290294,0.1230584032320922,0.3553052166417107,0.3651163667093337,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9023835024381208,0.0479221755445206,0.0351332123663266,0.957469576758814,0.9585784091512106,4.0,0.0469892132159425,0.1389898980459543,0.1127788825336599,0.2290649343092404,0.2372709637528481,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9009410656282134,0.048675080718338,0.0356307952384236,0.956296591497309,0.956848774509922,2.0,0.0242101166317341,0.1413246442294055,0.1133147109417118,0.2154855289476386,0.2212831306678419,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8933817816018499,0.049823387124083,0.0364487779252759,0.9525601549793618,0.9535368901607854,1.0,0.0569198037885003,0.143348678459985,0.1136177425699347,0.2614566539089568,0.2560415331535238,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9009453141015002,0.0482415642190998,0.0353064275059102,0.9564081350408956,0.957568605971756,0.0,0.0312442622508364,0.1460319403489767,0.1140987485677395,0.2196149247862412,0.2306378275368878,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8941190001285557,0.0487615599779197,0.0356340063136996,0.9531825048655383,0.9537480573046958,3.0,-0.0664375526089307,0.1628565658600525,0.1269555945860523,0.0854093624264575,0.091318011436441,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3050757237838181,0.1286384824199407,0.1038630058945531,0.5523366432050002,0.4398583649764618,4.0,0.001023237152997,0.1448473435064086,0.1173658909120087,0.1369171388438142,0.0761943799587205,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2904412964094608,0.1285420053719507,0.1036148889654084,0.5389260782193895,0.423286898750691,2.0,0.023812622976149,0.1463196322710392,0.1190496370784525,0.2395637448873829,0.2016706771101806,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3139512575459535,0.1278917711551708,0.1028744153655794,0.5603135532697068,0.4546734198664514,1.0,0.0062627481460666,0.1451311901515657,0.1154862929085195,0.1810675629033969,0.1758651308172311,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3025190015117952,0.1289072591931685,0.1041132104782176,0.5500173170977513,0.4380431252856597,0.0,0.0011047521148342,0.1452656295789603,0.1164036249611829,0.1524710274643704,0.1723268234458145,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2839895516406893,0.1261936055441354,0.1022421775546215,0.5329067251995602,0.4362545124488347,3.0,0.0023555843232743,0.1604200194631712,0.1272392548977631,0.1970412288641536,0.1960122156717028,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2664545713826108,0.1249555255498476,0.1014050250532342,0.5161923877401322,0.4151356364152255,0.0,-0.0250819298544204,0.1715235880222631,0.1326422215809757,0.2395585708198808,0.2438411337592148,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2974828807348627,0.1301908406053168,0.1058265340747628,0.5454199181937683,0.4299392709271555,1.0,-0.2265939709251485,0.155758024295417,0.1249119750355096,-0.0884513044646346,-0.0699042222737879,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3105262774628641,0.1256784189136242,0.1009479779993249,0.5572488756398328,0.4429429507270814,2.0,0.0282010957414003,0.1504682852213753,0.1196812828138479,0.2199983980431184,0.1873096349026674,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.272418835611401,0.1272004418064527,0.1028263586139217,0.5219375934148817,0.4084914650098312,3.0,-0.0007131909380371,0.1637687997374045,0.1298084638479354,0.175489703236854,0.170162723482163,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2984731695178775,0.1273610988898674,0.1024086120802544,0.5463270423557595,0.4406905405185432,4.0,0.0219522159425683,0.1487584723663699,0.1208843530173265,0.2176473939516415,0.1905222541067802,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3307186060900715,0.1279612014847648,0.1029938159979305,0.5750814324432162,0.4678924605023301,4.0,-0.0382005665093063,0.1404602540736115,0.1146965760201078,0.0717538619127947,0.1008694099068397,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2565910119373207,0.1292935668516945,0.1045986181547553,0.5065481591111327,0.3850337750675111,1.0,0.0250973042029712,0.1546583248727676,0.1243433294118337,0.2279445542880506,0.2579320205255178,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.287883074287877,0.1298427629459554,0.1055476151261436,0.5365473922647498,0.4224016860731088,0.0,-0.0239290676691612,0.1469833909599509,0.1191159157552952,0.2062983075290721,0.2080309013603777,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2643846885575573,0.1296624396280029,0.1049593527124516,0.5141835370175475,0.3859826773058669,3.0,-0.0212619106983311,0.1484055992995838,0.1173907342804542,0.1899108812149238,0.2044080738892799,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3034791890021661,0.1288780182696754,0.1040858078422943,0.5508894549678813,0.4396532405945039,2.0,0.0268587907426711,0.1431928323814185,0.1153689534055034,0.1898016200380791,0.1864837900898082,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3236993747066714,0.1274735092190145,0.1022868311653654,0.5689459125606563,0.4647726106502257,4.0,-0.1809868393050351,0.1506870730946031,0.1176927367883852,-0.1202012583059664,-0.0285303687626912,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2962932388575873,0.1271372839224459,0.1030170699994576,0.5443282609251678,0.4297258462794592,3.0,-0.0300312089541556,0.1555380221055382,0.1233864336776406,0.2055815976433809,0.2534663549673119,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2826826569614059,0.1283296106307836,0.1032357517405071,0.5316791011217537,0.4020229795913788,0.0,-0.0909558001682626,0.1483859336697248,0.1160329920126829,0.1869018019404484,0.2422059449573122,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3219854716139541,0.1259507862309473,0.101849913486102,0.5674377485412941,0.4545210122696815,1.0,-0.0108827294413953,0.1493124386072893,0.1159922244233948,0.1921295284618044,0.2261477731171073,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2777537993985158,0.1275687501190293,0.1032688644478435,0.5270235484063923,0.4161558700252771,2.0,-0.007820118240122,0.1599686417297693,0.1260314959188519,0.2316889280373002,0.2414344505825787,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3177087139855792,0.124474190695155,0.1000410460934986,0.5636565610296345,0.4680184771228925,0.0,-0.096721580883073,0.1623036133423674,0.1247995083066079,0.0079175190083395,0.0411482039277904,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2706656580281685,0.1278678372261822,0.102916869819536,0.5202554435167045,0.4098781726950634,1.0,0.1438778676802828,0.1448004076986201,0.1168312105316209,0.3845316885893871,0.3789825289325053,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.319933494239739,0.1237287262664352,0.0993717264104096,0.5656266615491943,0.4479080774123887,4.0,-0.4797430226656436,0.1841981544035104,0.1475957458694502,0.0919931205443673,0.108540238204644,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2611120376168939,0.1302678716636406,0.1053296583760395,0.510991347163475,0.3839431244457199,2.0,0.0278187311923148,0.1355744949422663,0.1100251925936569,0.2336630087712325,0.2337567191621207,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.310782549154377,0.1287767555858596,0.1040472503615846,0.5574787490099433,0.4438649301153416,3.0,-0.0457871315691642,0.1453435568451257,0.1196670832688572,0.0770254143770486,0.0895011020236127,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2702263972660422,0.129759800218572,0.1051335798188111,0.5198330531671765,0.4087078524452559,0.0,0.0912602422804798,0.1441052188858941,0.1179086194968204,0.3119431660226804,0.2902387242504934,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2786197948934658,0.1279466735922967,0.1029851361468152,0.5278444872908957,0.3953442524624895,4.0,0.092275303275196,0.1452032615276051,0.1167093691393791,0.3444445593909167,0.3985613302065203,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3187723479895191,0.1258920900776292,0.1016575744413085,0.5645992988273127,0.4606657074072081,2.0,-0.0327001437086476,0.1531611634090641,0.1221143681301571,0.1625436492853734,0.1566717168646467,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3244248026971876,0.1293444928806943,0.1049744461241268,0.5695831110981396,0.4467693687008307,1.0,-0.1533913232247414,0.1433765581108892,0.1178155317539562,0.0163963295250183,-0.0177873514220094,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3146561470584625,0.1266192789495633,0.1020723613233287,0.560942197464942,0.4417603948917923,3.0,0.0389690371225484,0.1455339889015068,0.1160344334985534,0.2905475462602012,0.3169757575758252,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3190035415743325,0.1285147061369095,0.1037674367749565,0.5648039962635182,0.4483356918446881,3.0,-0.2037023580224322,0.1518353484061157,0.1223953128898291,0.0155068406030328,0.0136120908788353,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2844651821911723,0.1272254469853961,0.1020571113154311,0.5333527918502657,0.427730436959486,2.0,0.0651161181608553,0.1504721678260298,0.1200668474417746,0.3116725094867874,0.3308491421675654,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3057495420511819,0.1309848334924854,0.1065103383931182,0.552946285165892,0.4281188368890158,1.0,-0.0018151931331558,0.1327670105494035,0.1086459912018811,0.2570713627542065,0.2568194914056397,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3119865271948218,0.1291855614169528,0.1044371490082397,0.5585576774081175,0.4442035762657323,0.0,-0.1462641012987411,0.1478474235641316,0.116509381265678,-0.1151353240494275,-0.016026314721957,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.313337330275495,0.1288873673309502,0.103708315955565,0.5597654704613552,0.4465097940414815,4.0,-0.0456489347704629,0.1413575332185195,0.1154503633461084,0.2190004574560807,0.1993816083503886,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3039722465962117,0.1238959297536639,0.1001781783117203,0.5513369014483003,0.4475558972783587,3.0,0.0333420366504219,0.1595065172894948,0.1228345122021213,0.2406924657702952,0.2401425827413237,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2972957182575313,0.1243389030335396,0.0999252157939712,0.5452484658792515,0.4400078474433181,4.0,0.0436160113260991,0.1573329917642738,0.1232662332321453,0.2599161733236071,0.2649033505821374,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2447399569034956,0.1275500798123329,0.1032265421241032,0.4947121914644899,0.3777177357231823,0.0,0.1464371753458299,0.1525405932700184,0.1226942528078234,0.3885223682984416,0.3942878126976922,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2964885118429323,0.1277080622039583,0.1030904225155119,0.5445076039100111,0.4162317149754501,1.0,0.0404324012390076,0.1450006116351687,0.1155822345253685,0.2437881462991878,0.2687809558660273,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3068445478391289,0.1260720834234473,0.1013863774433774,0.5539356242983263,0.4437298174165877,2.0,0.0729348581323577,0.1476157035297505,0.1155200821277638,0.2713863165401641,0.2814236743338349,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3003839380643049,0.1252935387304167,0.1009518285828523,0.5480729820798962,0.4423893332015584,4.0,0.038576907241863,0.1532721330300569,0.1196644422674686,0.2653492013206501,0.2525823242282073,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2828730024223376,0.1275296355903402,0.1028285923506918,0.5318582042492903,0.4105339264966986,2.0,0.0872195020251265,0.1464673193718928,0.1151476413747432,0.3187870473530301,0.372775004772885,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3302090622326111,0.1254200157609212,0.1010800946858111,0.5746382125826965,0.4628395629494342,1.0,-0.1523040831561546,0.159861265311093,0.1238273823442674,0.0691064308386131,0.1221216957146783,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3183874417597168,0.127579949672706,0.1027100647018849,0.5642583500878657,0.4543260877360752,0.0,-0.1749921223232025,0.1540013278234413,0.123181206073726,-0.0599626612742528,0.0081578155693398,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3186107892549257,0.1300072526332429,0.1055719731140364,0.5644561938374935,0.4417666979896235,3.0,-0.0611333258307891,0.1381719254721768,0.1131329575113821,0.1212941291300727,0.1552298650456157,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3103838174500301,0.1255034606207573,0.1005150849128184,0.5571210197709487,0.4521524306904916,4.0,-0.0830409431861562,0.1517923718479883,0.1213383960728912,-0.0649726570881821,-0.0519260688987744,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3254780940506943,0.1283100467716034,0.1036883902026432,0.5705068947289405,0.4588599823061777,1.0,-0.0904695194305948,0.1460549094542083,0.1171579666466293,0.1172955838516028,0.0842649759646987,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2571492479760975,0.1303112911275805,0.1051832886795917,0.5070988850011741,0.3734495074592355,3.0,-0.1356643855836883,0.1474782451168756,0.1168856720499015,0.03583659205176,0.1072783317868619,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2788900906134679,0.1266166728270912,0.1020982561704315,0.528100468025249,0.432066321871344,0.0,-0.0301551432172682,0.1539931104195319,0.125391311868989,0.185307330776531,0.1906727763304682,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2828639664799454,0.1273147511303257,0.1034825176471301,0.5318495895973775,0.4236112029954683,2.0,-0.0342317742068927,0.1600544158363987,0.1271413533118098,0.1846124845019509,0.2128877999063315,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2845221781759727,0.1243078816024982,0.1008203987416874,0.5334062170731412,0.4435948163772942,0.0,-0.0318722863079363,0.1696035130584938,0.1294000245183068,0.2140525801393099,0.2186542293133589,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3150413085153583,0.1259782209287214,0.1018396640928305,0.5612854230410351,0.4449739512759538,1.0,0.0272845550319346,0.1485741353869784,0.1165626480665375,0.2281930958573959,0.2095418119242731,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3099971192251821,0.1269388325232159,0.1026356039181189,0.5567738925018685,0.4490934821027076,3.0,-0.0006800365270094,0.1497381330062039,0.1176499744014694,0.192108714935216,0.2381309024543011,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2939842152195211,0.1272451801022527,0.1029624388296408,0.5422031650517436,0.4410710150077335,2.0,0.0142848062100421,0.152734042495817,0.1232592499019673,0.1981203200632996,0.2150630510596395,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2743463548179052,0.1305525873393933,0.1057313628028889,0.5237808644080372,0.4007533659541056,4.0,0.0365857255404894,0.1423672540557334,0.1153180454475736,0.2719917473792748,0.2476157137357604,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.309229603802564,0.1287842964106815,0.1037029866982909,0.5560842039960536,0.4498395918854057,3.0,-0.0687299079751084,0.1445733104984102,0.1184747099469756,0.1474772005952385,0.0958515958975033,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2798960094277388,0.1307147136569338,0.1059476300849534,0.5290520253721747,0.4071285822369338,2.0,0.0331276006719324,0.1405134711160462,0.1132172284037468,0.2400329513777608,0.224702268187249,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3092295224115559,0.1269805119486526,0.1026683867358177,0.5560841045431998,0.4435246222424532,0.0,0.036306156473803,0.1471451705309417,0.116648750304649,0.2358027716054413,0.2464553087234168,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2838689399906421,0.1270374514493365,0.1025048184060638,0.5327935894198994,0.4087660463704506,4.0,0.0912044388710395,0.1484970027137648,0.1168521169769856,0.3274600244930895,0.3719263319498402,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2927703730870481,0.1286297401729497,0.1032823318075173,0.5410826027149169,0.4215479943746028,1.0,0.1153447883588137,0.139393212083255,0.1121909555825202,0.3788687632316109,0.3339843378315388,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3051538536227556,0.1285977616276962,0.1043706524262535,0.5524073751775985,0.4327866424949073,0.0,-0.0312528052252751,0.1466865876844262,0.1188068937125905,0.2026742557834356,0.2463573586214502,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2782783586232996,0.1308431189275099,0.1060999579524856,0.527521004277987,0.4053759985786507,1.0,-0.0129795168471764,0.1440754587879589,0.1165597633073565,0.2199102608830083,0.1801208437255354,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2851883546386705,0.1254913684362742,0.1012312376468702,0.5340302958017256,0.4153619935695145,2.0,0.100088523848415,0.1531449514529704,0.1199519802522962,0.3427710607109977,0.3463854526572238,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3234556741318842,0.1284444882043451,0.1034886490174115,0.5687316901713829,0.4598842770513132,4.0,-0.086747262431599,0.1432603293706424,0.1177014292198548,0.1144720993059623,0.0918582336763774,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.282555492049603,0.1298546173890932,0.105135726941767,0.531559521181484,0.4118153530073926,3.0,-0.0771575679211786,0.1498774472592299,0.1194236592945391,0.2007173199297937,0.2474258676916252,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.301539895448935,0.1260791328193856,0.1012948685320938,0.5491264872770979,0.4345356776015199,1.0,-0.0550565076626192,0.1601312069150071,0.1228814035945107,0.0890235386047618,0.1388846134298764,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.279731777007387,0.1307028996896341,0.1059365414603322,0.5288968114030125,0.4069068836081998,0.0,0.0638251328703561,0.1383212567498996,0.1115240016434053,0.2756632945033896,0.2619569628952184,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3187152994986899,0.127548905887843,0.1026662662748227,0.5645487819516839,0.4547199792912493,4.0,-0.1926262609567386,0.1551396046075804,0.1247476314464291,-0.0356098035871013,0.0028737789351933,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3263649710095889,0.126522242141299,0.1019416694577026,0.5712836270110908,0.4619041907906992,3.0,-0.1046808384636941,0.1500409380997776,0.1204585149025213,0.1424329862690924,0.174473108321049,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.277313549056746,0.1297846566015042,0.1047300412683382,0.5266056972151881,0.4013065601940968,2.0,0.067667535350122,0.1368934575805181,0.1097449367026664,0.284245799347189,0.3097113268591272,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3320361938897086,0.1279247980681503,0.1027776920871166,0.5762258191257745,0.4511371095923036,0.0,-0.1292584771319149,0.1461878461261909,0.1168160277508596,0.13971264601655,0.1579110940993235,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2966977192538907,0.1286430509022067,0.104125529884189,0.544699674642799,0.4222028459093085,1.0,0.0423808152483837,0.1444514449849036,0.1156588200954684,0.2261183653412789,0.2410079493513615,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2796319916025926,0.1269502128940772,0.102705261444165,0.5288024745881528,0.4118342790353456,2.0,0.0139947925584875,0.1543165229245031,0.1205184125653008,0.1704540133241717,0.1833015075350733,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2945734369400551,0.1255159377173482,0.100883702307639,0.5427463476027446,0.424002195837039,3.0,0.0933194611356484,0.150892389961276,0.1206708141907065,0.3088798491604058,0.3064483802968269,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.323983035567616,0.1270134776568209,0.1021839936127444,0.5691950877053462,0.4619723659915091,4.0,-0.188916236885748,0.1539954191951544,0.1218111198328044,-0.0490955887075485,-0.0129879944062951,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3103785289889111,0.1275185070565561,0.1024611449432031,0.557116316793885,0.4372483258635451,0.0,-0.0292377534275445,0.1470402487719921,0.1194095040573426,0.237063325648369,0.2562727849507671,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3036005464161994,0.1246990566252229,0.1007914568141781,0.550999631972261,0.4508234238007871,1.0,-0.1199124754515532,0.1658921566805682,0.1278383029263344,0.0444127627367801,0.123153340960946,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.31997288685316,0.1269996326377325,0.1020573946328397,0.5656617005637177,0.4618501796370773,2.0,-0.0333254237344773,0.1453343109769754,0.1185263100123187,0.1209959099768331,0.1093261422455263,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2919900785945926,0.1293480245168274,0.1039896107081427,0.5403610650888462,0.4106156736344222,3.0,-0.0378310037070044,0.1386451210049715,0.1125756302627869,0.1951191608190814,0.1944556747752972,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2646087161594282,0.1297937957254639,0.1046956657787134,0.5144015540648337,0.3837898459964669,4.0,0.0717904574458236,0.1346812424390837,0.1096264171828088,0.3264826626945831,0.3149631239249924,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3125827573381895,0.1280972188134008,0.1027909731687295,0.5590910754765918,0.4412671132730462,4.0,0.0347139809513926,0.1411589693332942,0.1138985919682968,0.2556487351416225,0.256247897254298,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3042144947727422,0.1289598208234098,0.1042881268389385,0.5515565873612513,0.4481652757727198,3.0,-0.2729356797927778,0.1577034679171142,0.1248979147925752,-0.022408994454958,0.0021453657623811,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2500697839814327,0.1279873323466724,0.1033988932562067,0.5000698509856094,0.3685472423005336,2.0,-0.0076796789931543,0.1558387808037046,0.1223581891616075,0.1540940773486757,0.1556302487670211,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2865382318278492,0.1258344026308475,0.1018004972167859,0.5352926985401718,0.4403160580708398,0.0,-0.0709070270113403,0.167381699761102,0.1318005621759448,0.1401657866418476,0.101487351522762,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3050104187971214,0.1281916641604506,0.1035082726926856,0.5522778171462738,0.4385272244014284,1.0,-0.0192984375525564,0.1456878649350803,0.1192451742936182,0.0964492226349022,0.1093472513799312,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2766488002387351,0.1279354379177742,0.1036076708450626,0.5259742311461719,0.4122905419858464,3.0,0.0772328968642368,0.1510412943934471,0.1208176475927376,0.2825507217447019,0.296832978449763,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2949915585880155,0.1278855828203428,0.1028160503626983,0.5431313645443445,0.4294736338972674,1.0,-0.010692452614335,0.1502620190223766,0.1193908988845527,0.1501252090426353,0.1460584189169206,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2713165080122571,0.127091054625795,0.1028880678328894,0.5208809044988559,0.4186213175381176,0.0,-0.0334161062844993,0.1620878743862774,0.1278487835586266,0.1638267957126106,0.2011959149800091,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3105799208039613,0.1286629829906902,0.103964307977652,0.5572976405831938,0.4590843795964167,4.0,-0.0805428414757218,0.1467278571328032,0.1211824890842772,0.1021281958620226,0.1276076515389268,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3080571549625723,0.1303154601269587,0.1055611428011696,0.5550290827275045,0.4336431028576105,2.0,0.0156408425899819,0.1352304996436905,0.1093515067445187,0.2510962055735016,0.2763820664953363,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9321826075992172,0.0396264128156654,0.0305061176354299,0.9746192251255344,0.981552595590388,1.0,0.5125089545481751,0.1059260978949684,0.0794241370399621,0.7159100696694503,0.6053331412909748,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9320212047988148,0.0396129853073776,0.0304894705230117,0.9746061134855198,0.9815503870411124,0.0,0.5167949538307238,0.1061038976536474,0.079542148281939,0.7189400053723927,0.6076308179227905,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9321740391276074,0.0396087848396147,0.0304973284768051,0.9746370105288892,0.9815622333386268,4.0,0.5143285428351005,0.1059439479534762,0.0794669801858715,0.7171956233347633,0.6067931819974987,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.932253120758026,0.0396078348028071,0.0304874041960721,0.9746307930735508,0.9815225548794412,3.0,0.5087225943659689,0.1063147534989493,0.0797476600519329,0.7132641861815447,0.6031922382568775,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9320610213694992,0.0396220728999015,0.0305055639564737,0.9746337887787972,0.9816032029129104,2.0,0.5176784027745877,0.1057874018108259,0.0793255974535047,0.7195189838125734,0.6078571277850522,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9322588663649772,0.0395587377135194,0.0304556143093665,0.9747235693758008,0.9817062578434284,4.0,0.5152854513570162,0.1061097149376078,0.0795995420403758,0.7178935989017294,0.605105153256484,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9324223900893136,0.0395257138867683,0.0304285219310663,0.9747401673981464,0.9816814156623532,3.0,0.5095354489077963,0.1065777387957013,0.0799893287424232,0.7138223114812541,0.6029020652312526,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9320288831113916,0.0396303821897629,0.0305011497761988,0.974581808747168,0.981492704194602,2.0,0.5161926613298253,0.1059619495273706,0.079457488280891,0.7185073290840283,0.6052063385570681,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9320386160971712,0.0396413191720439,0.0305108448530086,0.9745502212787446,0.9814168630155466,0.0,0.512208836204399,0.1062497185968586,0.0797756015261147,0.7157296814192287,0.6036694642814945,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9324597351135792,0.0395463627965272,0.0304340211391683,0.9747516996986784,0.9816214024359806,1.0,0.5085797211207976,0.1063360370223702,0.0799468918960064,0.7131621419357145,0.5986701643463754,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9322724687944696,0.0395928119531104,0.0304726165839927,0.9746598570871344,0.9816361486585212,4.0,0.508843545310555,0.1064004632522262,0.0797952812634911,0.7133353104031158,0.6046688706686739,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9323484550040666,0.039549174389099,0.0304480054412223,0.974731489367752,0.9817667262501688,2.0,0.5123970030139844,0.1062470206528002,0.0797912810181415,0.7158194670284315,0.606943452235632,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9320668968545508,0.0396610280490012,0.0305390742710973,0.974612537256488,0.9816207502084892,3.0,0.5141839530844081,0.1057325824955055,0.0791102405289304,0.7171564830414234,0.6077105316347818,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9321760695842464,0.039617287121102,0.0304904500186453,0.9746629447461896,0.9816490820149852,1.0,0.5150737676445363,0.105765334938368,0.0794136272643008,0.7176872810451078,0.6085627424724878,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9321893453119858,0.0395906733723741,0.030470625729421,0.9746226210467336,0.9814976703309448,0.0,0.510422893179385,0.1065155250872833,0.0798394073911936,0.7144668072143259,0.6008199734404518,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9320888969709832,0.0396628900484468,0.0305068003416349,0.9744606041666172,0.9812272743632896,3.0,0.504639681024152,0.1066785885328506,0.0799477445308892,0.7104666351305156,0.5972625629982592,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9318216180823704,0.0397054311121295,0.03054433578354,0.9743885115531852,0.9811739986226824,0.0,0.5124242472671174,0.1062161803757828,0.0795698510507568,0.7158560042902612,0.6022861246370681,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9319399094997776,0.0396643214908626,0.0304909468841257,0.9744711100713698,0.9814086544779824,1.0,0.5109082633427025,0.1064530684545027,0.079829897462934,0.7147828096997201,0.6058138771437195,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9320606170845948,0.039595744026753,0.0304391255913723,0.9745349893829492,0.9814093860115104,4.0,0.5113222508402087,0.106765158173705,0.0801535340562314,0.7151489576528218,0.6034303718055036,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.931693797484933,0.0397840579494435,0.0306022607914189,0.9743701301314918,0.9811656278186488,2.0,0.5155898595193285,0.105429359634245,0.0789657295204047,0.7180618648166109,0.6058787108431197,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9318538247582832,0.0397308877793753,0.0305421829383783,0.9743835199550516,0.9812065814027368,2.0,0.5116879123943379,0.105923486275294,0.0795743640410738,0.7153661977929692,0.6030190196765848,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9319874536898176,0.0397093773514332,0.0305283533401794,0.9744698787195162,0.9812983488000474,0.0,0.5100274281601216,0.1059149674878229,0.0795276936313924,0.7142096571686418,0.6030484956766037,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.931697581142373,0.039720962429009,0.0305594559492904,0.9744042949850804,0.9812709173397408,4.0,0.5171674756087267,0.1059156234862394,0.0794248119451852,0.7191880198391278,0.6059234737246476,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9317605964784096,0.0396976343240829,0.0305389346248209,0.9744074963987996,0.9812354842385004,1.0,0.5166558904061934,0.1060265831080519,0.0795233559680022,0.718857972100716,0.6062121819624052,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9317698703799794,0.0397126986406979,0.0305375501042644,0.9743946231691268,0.9811789286788388,3.0,0.5149231461287477,0.1060230422642786,0.0794026031469582,0.7175915213619734,0.6044379676765887,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9319060322764896,0.0396908681819788,0.0305229657836226,0.9744443882259208,0.981281443166326,4.0,0.512298321686486,0.106123440080192,0.0795384801475794,0.7157663891261395,0.6070500512017396,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9320143658833268,0.0396688327087152,0.0304930130072632,0.9744358476789816,0.9812371087921644,2.0,0.5072583921842002,0.1065668619500291,0.0800780251544443,0.7122744236453619,0.600916720971858,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9321149352443504,0.0396648232036818,0.0305065812173315,0.9744597246261056,0.9812275421818456,3.0,0.5030533074100018,0.1067456130682962,0.0799724142743505,0.7092854377314508,0.5973982388393054,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.93179450615992,0.0396901644479718,0.030533470877955,0.9743682276605754,0.9812030865348766,1.0,0.5105631947535512,0.1066671321232995,0.0799885502323581,0.7145743654295389,0.6020594010211555,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.931989315307681,0.039678940882775,0.0305219688465152,0.9745024494499718,0.9813259595531628,0.0,0.5128323561861651,0.1059315745760117,0.0793715913164793,0.7161394436855847,0.6028856394433358,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9296869553304572,0.0403725652581561,0.0308136937572526,0.9728046912880572,0.9788315857560864,2.0,0.5022507332836439,0.1067796717817152,0.0799555721026,0.7087686769390737,0.597206586343083,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9294307321058372,0.0404184484025477,0.0308251431713358,0.9726810681546478,0.9787454246419298,4.0,0.5030834075699275,0.1069848598873556,0.0801842283790099,0.709358401984046,0.5969027257106369,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9294333075508292,0.0404411163531682,0.0308548013040128,0.972713867703646,0.9787071311018872,3.0,0.5052219349610014,0.1065077915130827,0.0798379354832395,0.7109037238030166,0.5957772878468452,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9294110828353326,0.040428635156187,0.0308809317955901,0.9727065656353115,0.9787799370018386,0.0,0.5058094651070327,0.1066434162862542,0.0797235733996125,0.7112897922459632,0.5990260877366941,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.92944321482869,0.0403467400748699,0.0307839812472545,0.9727960333564608,0.978925144259826,1.0,0.5106499133356392,0.1068849273182777,0.0800732687629587,0.7146514830810362,0.6003728590941718,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.929405433849402,0.0403628327465356,0.030815657828264,0.9727764026232514,0.9788344378728884,1.0,0.5113460059010904,0.1067460691581931,0.07994995391571,0.7151298364196239,0.5984248099645944,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9291756868635056,0.0404921740802729,0.0308963536359054,0.9726587640158182,0.9787789321250764,2.0,0.5094131400865358,0.1062956154453211,0.079650303789061,0.7138427333401668,0.5979205524656461,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.929585794368665,0.0403731023550643,0.0308104473214354,0.9728293846320628,0.9789994591185512,4.0,0.5046994131904547,0.1068221484174192,0.0801700903371077,0.7104788656901567,0.5978271101643935,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9293973589821674,0.0404320558387175,0.0308585075832849,0.9727365895225812,0.9787616004520072,0.0,0.5081017824308907,0.1064024601960181,0.0796933116209657,0.712959139557732,0.5961469512206529,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9296621039662992,0.0402850761410793,0.0307307069684917,0.9728727483975604,0.9790319789647488,3.0,0.5061673899719906,0.1073610792351544,0.0806101629530295,0.7114892673674927,0.5978894506316926,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9296147122485428,0.0403624963763924,0.0308069617107768,0.9728585908956284,0.979049781237708,0.0,0.5076515025884805,0.1065279160359313,0.0799888977336495,0.7125178160269566,0.5991845694934095,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9294179962079934,0.0403901882488113,0.0308285089136448,0.9727810470311156,0.9789189530003122,4.0,0.5069588746340772,0.1069066325136915,0.0801041245086594,0.7121268926543809,0.5954961530374575,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9294209280082378,0.0403964078488247,0.0308065147006781,0.9727408135139148,0.9789099437671324,1.0,0.5054669501921627,0.1069923035037668,0.0801596853614686,0.7110115964673038,0.5979783291246563,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9295987406753506,0.0403740716022626,0.0307783882322515,0.9728001143007082,0.9788958581651978,3.0,0.5039380241482356,0.106855048412303,0.0801144094020424,0.7099843361683681,0.5954182212471548,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.92950989992228,0.040394375784991,0.0308227431252828,0.9728226766357096,0.979009582657948,2.0,0.508527736820235,0.1064116215222309,0.0798446040065219,0.7131849618889342,0.5977400384065182,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9321296764291604,0.039642402547797,0.0305204598663311,0.9745933897307424,0.981473636084414,3.0,0.5108674364469641,0.1060973781185823,0.0794785093587916,0.7147912566396247,0.6037868446162734,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9322535669676816,0.039564149008211,0.0304607734844944,0.9746302144759218,0.9815125208116172,0.0,0.5087689292560891,0.1067790217193464,0.0800253864715796,0.713309697472742,0.6015849600187171,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9321102604546536,0.0396255003997261,0.0305083917892631,0.9746314239646824,0.9815603458827268,1.0,0.5154101443983861,0.1058454585396442,0.0791727120665093,0.7179221970872058,0.6068470225944183,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9322510667592652,0.0395956886804603,0.030480272574299,0.9746615281976166,0.981576819322366,2.0,0.5105869568463566,0.1062485466347618,0.0795967288285321,0.7145967832082514,0.6032991840203006,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9322490320498472,0.0396070974868117,0.0304830222083128,0.9746613467660366,0.9816319632880184,4.0,0.5121682280598135,0.1059619137413041,0.0795608420307244,0.7156980100684501,0.6065992962935214,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9322696867821484,0.0395980713518235,0.0304788913640819,0.97467434226699,0.9815933996381224,1.0,0.5111331915667657,0.1061066314596751,0.0795972507434614,0.7149654073935613,0.600332572054807,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9322162118518804,0.0395628043862685,0.0304386709048828,0.974633201880161,0.9814998203497226,4.0,0.5112860162925292,0.1066363250703909,0.079999990759762,0.715075567631118,0.6034515449600591,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9322836509776872,0.039584469693386,0.0304828217141031,0.9746823747241544,0.9815725268688495,2.0,0.51122255797135,0.1061987198599266,0.079586417209417,0.7150540407838607,0.6033651026472426,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9322649161049028,0.0395842108985966,0.0304780918967551,0.9746852980881046,0.9816843416047668,0.0,0.5105445138048466,0.1063338663471536,0.0797797696315223,0.7145582847787307,0.6065417855210259,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9324711528972576,0.0395592029569562,0.0304517678220381,0.9747098110924332,0.981647877555052,3.0,0.5059586958889001,0.106447873277846,0.0799213493005322,0.7113540644608299,0.601770416385932,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9320666442102526,0.0396051856728323,0.0304903754283884,0.9745827973954422,0.9814953028925284,0.0,0.5127865655266964,0.1064847548407618,0.0798568282681847,0.7161210559302199,0.6051041470526397,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9321097936917077,0.0396229686514106,0.0305029156500066,0.974576745913768,0.9814723447816112,3.0,0.5105055731055944,0.1064088861485697,0.0796564713530442,0.714521725743405,0.602848597305494,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.932167390802342,0.0396230728889856,0.030499600609279,0.9746319299588944,0.9816187709916498,2.0,0.5124328332348,0.1060167930509164,0.0795866076201284,0.7159277273150538,0.6057849949099461,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9322224766696632,0.0395699896835314,0.0304633759641913,0.9746699717231392,0.981643822796314,4.0,0.5136911215218023,0.1062773642927648,0.0796484981544886,0.7167491792381379,0.6072324767220297,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9324790132811476,0.0395313603059411,0.0304230089496406,0.9747540727009312,0.9816818831720724,1.0,0.5074820745145758,0.1065604777469747,0.0800109493375818,0.7123934465186232,0.6010839974761173,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9317544167246068,0.0397051829191643,0.0305333865097123,0.9744127275011624,0.981269820616016,1.0,0.5155824968247246,0.1060817271485188,0.0795400169172086,0.7180458192245426,0.6071745045977724,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9318001964419708,0.0397438647153356,0.030551487822139,0.9744006102924077,0.981290947926168,0.0,0.5125382265961369,0.105859650261366,0.0794587765080661,0.7159257988403358,0.6062355204376323,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.931793638797565,0.0397072260093559,0.030524899720498,0.9743728813563926,0.9811405967615902,2.0,0.5108424779800341,0.1064571753429,0.0797966601960598,0.7147637708454273,0.6024369001172853,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9319721785984226,0.0397173784676228,0.0305421969872474,0.9744590033898434,0.9813190482204884,3.0,0.5087730633929528,0.1060113593602109,0.0794514417156032,0.7133404845164263,0.6007484089020435,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.931982974021712,0.0396435239397876,0.0304815610057619,0.9744370992042,0.9812171450351872,4.0,0.5079492189583491,0.1068622377442919,0.0800834939996924,0.7127823591804289,0.5974226365253342,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9320266104287804,0.039697789616716,0.0305361443943485,0.974475142322901,0.9812474054009076,4.0,0.5100204450649817,0.1059174530396456,0.0793919896898591,0.7141743902578082,0.6040232540201453,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.932126585133616,0.0396423939291967,0.0304628801745944,0.9744793222597774,0.9812990497635092,0.0,0.504814496441312,0.1067626628951163,0.0802686333888659,0.710511886388407,0.5985039560718828,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.931909274047348,0.0397100263567419,0.0305217907951093,0.9744564680519048,0.9813251144973923,1.0,0.511981413080605,0.1059409495115138,0.079611420971605,0.715569888750219,0.6040113225600149,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9315606547004656,0.0397292750015698,0.0305527449317252,0.97433099850213,0.981141360618298,2.0,0.5195456036417457,0.105988415301339,0.0793012634385321,0.7208231636936404,0.6094773431608626,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9316834080231337,0.0397299262709796,0.0305370127895214,0.974366947566494,0.981223050821188,3.0,0.5164651619629755,0.1059422594437617,0.0794885587262239,0.7187481819841957,0.6032205891438617,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9318923058318788,0.0397026273300161,0.0305455514325927,0.9744560239998804,0.9812917780311784,0.0,0.5115621762627052,0.1061193175922389,0.079445065043229,0.7153052211282963,0.6041006940173939,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.931893509415774,0.0396964003436497,0.0305065475809187,0.9743983757959844,0.981234331117976,4.0,0.5095952126607404,0.1063963355319052,0.0798651136653639,0.713867594476511,0.6029371154521765,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9320274902998256,0.0396483494977014,0.0305076327386563,0.974504135649142,0.981386235437724,3.0,0.5090024254009669,0.1065577250210583,0.079846262817176,0.7134524242342779,0.6046200601515904,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9315667618909766,0.0397566521082139,0.0305862352610375,0.9743131525366496,0.981154901201814,2.0,0.516544915948397,0.1060105393114352,0.0793382002678106,0.7187657029477614,0.6076526030036592,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9321101277230416,0.0396433022129886,0.0304700843987657,0.974515672607564,0.9813322366155806,1.0,0.5087928774144496,0.1063746690342432,0.0798092682090862,0.7133097618513878,0.6013819710622361,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.929504320434666,0.0403247546428655,0.0307645074179097,0.9728462331638108,0.9789645654316184,2.0,0.5108097625901913,0.1069147950086722,0.0802332433412635,0.7147754698881759,0.5986935799778033,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9293665668813572,0.0403680478552385,0.0308453638721285,0.9727644199064972,0.9788490593168832,1.0,0.5114637581656202,0.10680270749034,0.0797527538595219,0.715262944131786,0.6005714469511774,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9293956014922152,0.0404345760892774,0.0308617454750552,0.9727615317858164,0.9788220062036525,0.0,0.5115750520482474,0.1060050398325525,0.0792787774184274,0.7153689839389185,0.600609053936869,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9295330454778996,0.0404516732494274,0.0308791686885652,0.9727623517830504,0.978878588270338,4.0,0.5051928394379224,0.1060904314028339,0.0793782653630042,0.7108555488858557,0.6001113410732475,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9294327587662098,0.040432555326634,0.0308428908840579,0.9727370960556336,0.978872302647806,3.0,0.5069056127504381,0.1064183635756243,0.07986082803705,0.7120073171419297,0.601830228571344,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9292880644803888,0.0404170967205839,0.0308200009716374,0.9727071942492144,0.9788306982608022,3.0,0.5091406437311674,0.1067769847041404,0.0801759226049369,0.7136935562681673,0.599509174613417,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9293775689773474,0.0404070757120701,0.0308248166714312,0.9727474029327408,0.978864108003162,2.0,0.5081994446167939,0.1067133726020741,0.0800915839972235,0.7129480485601857,0.5979249215178385,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9293015510955588,0.0404334595854126,0.0308442818080082,0.9726892919478518,0.978812404750512,0.0,0.507772740910464,0.1067123759397979,0.0799167566688468,0.7126898817329445,0.5978675348403043,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9297530802186292,0.0403032228192689,0.0307523948825682,0.972846164014854,0.9788628580536082,4.0,0.5007223668506722,0.1074808003702632,0.0805504589532317,0.7077026374588359,0.5925868639327687,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9294349783754564,0.0403900836347679,0.030819569724653,0.9727748293008572,0.9789219934911566,1.0,0.5075316425009835,0.1067943926769344,0.0798750617234319,0.7124912718476091,0.5995226467480087,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.929267802828159,0.0404370033335705,0.0308551185957827,0.9726965799558476,0.978897382342762,2.0,0.5108417932294975,0.1064441916287917,0.079702275907741,0.7147879165569593,0.6025873883249464,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9294148958128888,0.0403537543882416,0.0308047787561965,0.972732095349832,0.9787863676632456,0.0,0.5082051427167964,0.1071639463949127,0.0803879180692452,0.7129348412717975,0.5982564868997887,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9294738453163268,0.0403801123555134,0.0308246559877476,0.9727497841777664,0.9787888876447536,4.0,0.5068262912542945,0.106851961178407,0.0801824870493628,0.7121176688857915,0.597094584320247,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9295370990265868,0.0403575147727796,0.0307931013481683,0.972767583810218,0.9788498986520766,3.0,0.5033770480487354,0.1072792583905637,0.0804856920985495,0.7095910129130554,0.5945912663044235,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9291646837746624,0.0403716702018186,0.0307804793277937,0.9726759562750582,0.9788532426785452,1.0,0.5136405380817649,0.1071262274993527,0.0804759015995856,0.7167248001066306,0.6043168462881802,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9051441170416678,0.0468538098443139,0.0347068036279688,0.9600018258646802,0.9636673064383448,2.0,0.4393817417916875,0.113699797730359,0.0850162462548791,0.6655157664128415,0.5219240794325883,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9045919987947584,0.0469609469775381,0.0347439267773416,0.9596930454664524,0.963258940735258,4.0,0.4423129489757496,0.1136832529163591,0.0851660823966166,0.6672469541863625,0.5255463183613795,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9042487525643972,0.0471028099497921,0.0348512900109685,0.959528373819749,0.9631531195037488,1.0,0.444837474858093,0.1128699237892446,0.0845184323384945,0.6695869423897237,0.524677144513578,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9040481406813814,0.0470437049182546,0.0348245774114187,0.9595012319275114,0.963059616804238,0.0,0.452313542522997,0.1131438392488939,0.084594039413735,0.6749730901850928,0.5274270244242876,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9051328835172632,0.0468303342468599,0.034669902808538,0.9600060302900996,0.963638898420557,3.0,0.4415885929818968,0.1137298799354187,0.08509912884952,0.6671105736593872,0.5224120227933421,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.904877381513659,0.046883215534401,0.0347197504136032,0.9598760619806732,0.9633722525329051,0.0,0.4436825793397572,0.1136153687056894,0.0849491762077335,0.6689444392766245,0.5207361535928793,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9043704830991076,0.0470728885022006,0.0347835232024819,0.9595371342842124,0.9629411853388772,4.0,0.4412205554306077,0.1132380047248321,0.0849093185628886,0.6669632668159747,0.5211049923783937,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9045938489197628,0.0469619824881295,0.0347825170421101,0.959767358552442,0.963432967360559,3.0,0.4479128203749337,0.1130948382792957,0.0846169977901764,0.6717370088574487,0.5264651633887262,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9044444890601464,0.0470067182338808,0.034788361727517,0.95957676219154,0.9630630356847332,2.0,0.4403998477606489,0.1137862753107356,0.0851797817476424,0.6666703450050407,0.521778287354175,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.905305928386005,0.0468606340673466,0.0346891348658448,0.960013419360694,0.9635292048933036,1.0,0.4333084187943513,0.1138525286082076,0.085227576429483,0.661324977252956,0.513617548589758,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.904729221796288,0.0469511583443431,0.0347928320209191,0.9597718856330756,0.9633298749154456,0.0,0.4421865706546823,0.1134617992640636,0.0847269725635729,0.6677899318776694,0.5227641404325886,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9046663813472876,0.046990167963262,0.0347723856637311,0.9597073634582388,0.9632393129689268,2.0,0.4416155621423724,0.1132918881698185,0.0848091977537098,0.6671716857872803,0.5251816012584201,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9053377329605982,0.0468201010752675,0.0347002304318746,0.9600350334429522,0.9636049064871168,3.0,0.4344952073038213,0.1140557080037041,0.0853848428942751,0.6619175398124567,0.51731773446329,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9038225623695616,0.0471195618879042,0.03489303652706,0.9592966755695788,0.9626853259417923,4.0,0.447797319375851,0.1134123524831477,0.0848259421490168,0.6718507820548251,0.5242806750303043,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9040725498378782,0.0470591944094438,0.034859114046523,0.9594662719121672,0.9629203719508824,1.0,0.4482016036997941,0.1133616017400896,0.0846285568751853,0.672169664928123,0.5248262981266528,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9043481199150412,0.0470389805128994,0.0347987754555892,0.9595409147700024,0.9630258664977835,1.0,0.440919839510252,0.1136499556380258,0.0849992506994069,0.6669462826706738,0.5206432867901016,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9042508196021192,0.0470643694540324,0.0347837395468978,0.9595048614119888,0.963084155011132,0.0,0.4441908143201764,0.113303385927496,0.0849274651244187,0.668807935245418,0.5236050437474903,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9043321556344152,0.0470615183904477,0.0348543350433361,0.9595210194066668,0.9630178190094284,2.0,0.4419988459091047,0.1133599019122405,0.0847733688497784,0.6677662608399946,0.5210958348464615,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9042718917147016,0.0471006752880692,0.0348638948011009,0.9594780170252144,0.9629878449750312,3.0,0.440800288508486,0.1132463004163211,0.0846783310886318,0.6669045294379568,0.5211194810955829,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9039750564366252,0.0470834496558007,0.0347816754620319,0.95934696192789,0.9628336669199216,4.0,0.445718334345715,0.1136138053709833,0.0851247948228625,0.6702027155124406,0.5251185185727353,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9045988291935216,0.047041700532057,0.0348021597404981,0.95959106309318,0.962926867223076,3.0,0.4360707025331733,0.1135134411533014,0.0848989344028226,0.6634935854552658,0.5169078324634345,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9041111346481996,0.0470598365591872,0.0348106636614345,0.9593877867822144,0.9627696227697312,4.0,0.4437617091320688,0.1137204498904645,0.0850390667292767,0.6689664448931624,0.5238697329335636,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9040937064572168,0.0470560405605955,0.0347947061116855,0.9594480804632088,0.9628618874930748,0.0,0.448482713216157,0.1133136482604923,0.084701523750438,0.6722400404376349,0.523885369740849,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9035817511175565,0.0471632100558922,0.0348901660378361,0.9590868845012588,0.9622939067915672,2.0,0.44372987226676,0.1139749982311092,0.0851954195212045,0.6690475859016517,0.5222869232402396,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9043349036646112,0.0470379001069804,0.0348015045787777,0.9594959840851888,0.9628958922710332,1.0,0.4390470170614036,0.1138767453481718,0.0851121748420771,0.6656407379501684,0.5203909400266756,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9041140387632032,0.0470792023186004,0.0347972366909534,0.9593590873172452,0.9627391445051436,3.0,0.4390069083576717,0.1140107432737493,0.0853906507559919,0.6652639652061909,0.520859026852178,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9040894580549702,0.0470642932459465,0.0348415245267121,0.9594069479698788,0.962807993288323,2.0,0.4449378812513891,0.1136073274582951,0.0850060673519427,0.6697178666162891,0.5228313076202666,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9047288135828,0.0469449695079002,0.0347512309949724,0.9597240994852076,0.963220851043816,1.0,0.4402918844545903,0.1137159514899389,0.0851346975633206,0.6663936223968039,0.5175939752930223,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9044444011002618,0.0470064639738685,0.0347835292169025,0.9596061093612775,0.9630712995949768,4.0,0.4445844120088922,0.1133623004205185,0.0847519024656577,0.6691371407955881,0.5252391385134026,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9042840238730104,0.0470551434574505,0.0348413850182314,0.9595738472972936,0.9631163352228166,0.0,0.4473884843506254,0.1129856552249756,0.0844118218600498,0.6715980138156615,0.5243592000541283,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9017791749494278,0.0476485207201674,0.0350696197405156,0.9577643029062024,0.9603911922027,3.0,0.4412191885700758,0.1137912689389845,0.0850953606132607,0.6669406518402115,0.5226782995505177,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9021749176373172,0.0476201864815278,0.0350751518078219,0.9579472656680152,0.9606425828630548,2.0,0.4358002894594975,0.1136892445439897,0.0850520918143829,0.6635587477433604,0.5151179689879448,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9023256893396449,0.0475542377793882,0.0350529940374823,0.958010419097136,0.960622532479046,1.0,0.4355128410848898,0.1139995437968446,0.0851132108121623,0.6631090227506217,0.5194666825610889,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9018414800123994,0.0476364525390129,0.0350929134987608,0.9578294309303518,0.960584790997282,0.0,0.4403685224152824,0.1138485235688501,0.0851194603514878,0.6666003739845598,0.5198105835196584,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9016596013183256,0.0477213257788287,0.0351280413321149,0.9576231118562074,0.9601505773315904,4.0,0.4322164139248543,0.1142816953425415,0.0854417366144802,0.6609073521359823,0.5150605843187147,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.90196579078292,0.0476064178001688,0.0350830766291753,0.957901477786754,0.960513405386226,4.0,0.4431949933956253,0.1135596700300136,0.0847015654891129,0.6688152052518489,0.5239048288285645,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9016804064356948,0.0476926092035183,0.0351058948359756,0.9576717016177428,0.9602916259121848,3.0,0.4367995566136919,0.1140473200508946,0.0852947186182573,0.6639742390721133,0.5179075867485279,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9019140387568414,0.0476615800996616,0.0350948829726485,0.9578022640808062,0.960511417852677,2.0,0.4342205417871343,0.1140613446237198,0.0852067359275174,0.6623022064554627,0.5169934779367823,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9013685211744056,0.0477547906322762,0.0351963360510008,0.9575291430633764,0.9599674453872292,1.0,0.441502994383256,0.1136980151609242,0.0846851331555066,0.6680338697385202,0.5213296936935716,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9020363090022554,0.0475897991399326,0.035029188386773,0.9579215244465076,0.960589503436066,0.0,0.4364452735294982,0.1142407413584349,0.0854567786965608,0.6637450096375074,0.518846024328845,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.901273476050082,0.0478533510860374,0.0352533417995962,0.9573916094638856,0.9597486899355876,4.0,0.4317800411972197,0.1139547923717131,0.0849504425497532,0.6611842495553155,0.5106575942159258,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.901992801119746,0.047588551409912,0.0350341102862876,0.9579180192754996,0.9606063448545896,3.0,0.4419793216278385,0.1137904773907528,0.0850769471507184,0.6679032921917115,0.5210042980625554,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9020868384807114,0.0475962874280209,0.0350227276516587,0.9579169060719084,0.9605570366198696,2.0,0.4359020229917987,0.1141154938153245,0.085505408672474,0.6634726382921183,0.5165779819876384,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9019974140673056,0.047584526459961,0.035008044770856,0.9578980165208576,0.9607073251443958,1.0,0.4394758268975848,0.114073022602205,0.0853880072386105,0.6658513013393369,0.5200896556172697,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9019972914709572,0.0476552191355416,0.0350930660978024,0.9578648674583446,0.9605567752900632,0.0,0.4333816307103787,0.114011520594213,0.085206560036208,0.6615348775010025,0.5167691016647412,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9043671323632816,0.0469929494216378,0.0347929003006412,0.9595963729465438,0.9631216378502648,4.0,0.4453779304116032,0.1135934723107213,0.0848732896565414,0.6695453516885533,0.5257392027363091,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.904591615276753,0.0469870795208355,0.0347886905484628,0.9596865118171298,0.9631903472649244,2.0,0.4416665835186429,0.1134949489380357,0.0848621481067689,0.6669742362077818,0.5262265093970886,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9047477592850188,0.0469840895301398,0.0347809530648443,0.9596892940072232,0.9631482588740292,0.0,0.4343526721876065,0.1138908636790103,0.0853310359931254,0.66215700433146,0.516123788293867,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9046205038609598,0.0470188697549924,0.0348096816318028,0.959650856181546,0.9631132249963932,3.0,0.4347402995453028,0.1138187308800477,0.0851933039642448,0.6627057179443162,0.5165698073377154,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.905033686773056,0.0468408317416165,0.0346904781547892,0.9599376322171256,0.9635790979188756,1.0,0.44094680732287,0.1139317256150037,0.0852434439076786,0.6667337125013233,0.5215476072889652,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9044095580190016,0.0469350361246978,0.0347522461148544,0.9596580384892444,0.963210684921998,1.0,0.4483774991059881,0.1137401756588431,0.0849445656683752,0.6720128064503695,0.52623709461403,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9047542435853996,0.0468961940466456,0.0347189315030876,0.9598143566396838,0.9633977698731784,2.0,0.4425682732873017,0.1138961300991932,0.0852604677472144,0.6679825821859108,0.5212088239287739,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.904688176241104,0.046953148850094,0.0348046787232686,0.9597460047739272,0.9632720002145032,0.0,0.4425423347640684,0.1135061068160233,0.0848143672502131,0.6678986084045991,0.5225556807648717,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9044549736896418,0.0470072126622989,0.0347553699322971,0.9595966890859604,0.9631679856212904,4.0,0.44010338586288,0.1137865209748361,0.0852373384688334,0.6660744588048133,0.5208650348098123,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9046702778538156,0.0469144127279792,0.0347386039659623,0.959854088882224,0.9634483365119196,3.0,0.4507441389393737,0.1130817175494763,0.0845610845663445,0.6737697518906629,0.529262203270294,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9049992286746682,0.0468948079852571,0.034719521335596,0.9599340372077514,0.9635396944949188,3.0,0.4416919493214056,0.1134147111646012,0.0847955715553955,0.6671616704362601,0.5251723561235687,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9041485888049552,0.0470718078463298,0.0348521607853124,0.959497289200537,0.9629903187975474,2.0,0.446235839824615,0.1132648408605571,0.084690319281179,0.6706611846391342,0.5242508254354632,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9044630185249009,0.047024594526235,0.0348089037003051,0.9595432127165264,0.9629051430837252,1.0,0.4367294957729583,0.113940198666507,0.0852572283857508,0.6640624824828458,0.5173880148276747,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9051210669222176,0.0468638242039766,0.0347224000823416,0.959996655346423,0.9636581026380135,4.0,0.439905435841464,0.1136048397627635,0.0849792363912545,0.6656889463346514,0.5236562985166312,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9047763320099212,0.0469331619719816,0.0347413517924548,0.9598158894614044,0.963344185766661,0.0,0.4433761744398923,0.1134031970586856,0.084843529396651,0.6683423721737656,0.5203639339050653,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9043608513042312,0.0470489446443177,0.034803946873992,0.9594688001150776,0.9628191108990948,4.0,0.4371880928776639,0.1139010502764576,0.0851352090205089,0.664136480575003,0.522484539444765,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.904839620679434,0.0469231764594425,0.0347486741606606,0.9598134948355204,0.963442776706012,3.0,0.4412389360764719,0.1135677168419452,0.0850224980591068,0.6668952649562762,0.5186047060654883,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.903832608499217,0.0471311543153646,0.0348877158104761,0.9592586167752264,0.9626126932565388,2.0,0.4432831706467991,0.1137409709819736,0.0850390183660223,0.6687870736386327,0.5205998029889807,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9041829631616528,0.0470686795404637,0.0348405736981564,0.9594349663315468,0.9628361973083192,1.0,0.4436432444817899,0.1134776880969267,0.0848929067084251,0.66882183606188,0.5216278710820061,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.904337503281616,0.0470786822632065,0.0348248983820418,0.959489744339155,0.9630039758124892,0.0,0.4394758270989765,0.113431233296414,0.0847689229315054,0.665492091070437,0.5221675895069149,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9040682474026828,0.0470645614995506,0.0348375832432732,0.9593822587628598,0.9628344983729256,4.0,0.4447468374665568,0.1136735265510476,0.084942231002126,0.6694606137683186,0.5245421844075211,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9047063279366496,0.0469550219960004,0.0347635575564985,0.9597052565763624,0.9631916586146028,2.0,0.4384868040764534,0.1138542935642842,0.0852792167923095,0.6652009132351807,0.5174520621909305,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9040989481232788,0.0470921842993148,0.0348304213782204,0.9593903692253818,0.9628224734677466,3.0,0.443538716249375,0.1134613007141351,0.0848349242460542,0.6686703591122379,0.5228691008692553,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9040064381561702,0.0471078781224728,0.0348651719361595,0.9593963657932963,0.9627999683207232,1.0,0.4473582900380576,0.1131356576767702,0.0843655069414088,0.671408483111013,0.5272349000867231,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9038359190081394,0.0471115093536604,0.0348410265497963,0.9593187933948706,0.9628675592501884,0.0,0.4498445423937198,0.1132470655147078,0.0847270338068975,0.6730605622615945,0.5262308168590752,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.903829947506695,0.0471233002394405,0.0348462439691016,0.9593306702006192,0.9628115000448444,1.0,0.4517461822545324,0.1129540978689772,0.0843504732283243,0.6744246498765998,0.5306018280077816,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9042233279473622,0.0470541998576453,0.0348136159015457,0.9594440035716488,0.962926080492702,0.0,0.4417309915640729,0.1137165158015196,0.0851030049236253,0.6674122814191897,0.5242859384193393,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9046107722507888,0.0469147620592305,0.0347432742044047,0.9597219998177776,0.9632187255402532,3.0,0.4458649670425944,0.1137199656990088,0.0850401815153065,0.6701544275345647,0.5252728537266536,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9042630506367748,0.0470524704937367,0.0348263421883135,0.9594885777675338,0.962861717016972,4.0,0.4441725495231958,0.1133909593237592,0.0848160323356015,0.669130259169446,0.5234917557988219,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9044409505484436,0.0469950635529234,0.0347958939998433,0.959619548976164,0.9630024619327148,2.0,0.4434061519273059,0.1136000601046685,0.0850097256388176,0.6688512124189148,0.5227138012858898,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9019147811386324,0.0476630815041084,0.0350957441586071,0.9578632254200632,0.9605931037666566,0.0,0.4386328779674835,0.1135967394815061,0.0849032354212725,0.6654136297834206,0.5194823267968033,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9020625704502752,0.0476165760991288,0.035066506605788,0.9578980198355356,0.9604293269439108,1.0,0.4372804387189447,0.113838162656763,0.0852732598736213,0.6644123558234382,0.5175423152978254,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.901631925658825,0.0477164948900506,0.0351012016810569,0.9577012327005776,0.9604517655183188,2.0,0.4405190230839613,0.1135546387264181,0.0848857901042104,0.6667088830967753,0.5220581616228755,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9018107507570668,0.047672386897789,0.0350989581066909,0.957758163854909,0.9603833027438188,4.0,0.4386257608565086,0.1137533492222058,0.0850689616389111,0.6656073551999706,0.5194154380957546,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9022269961475156,0.0475686333388585,0.035054332390414,0.957969151167426,0.9604821153665256,3.0,0.4350581087540797,0.1141394031976376,0.0853319902196003,0.6630737209322938,0.514670318161897,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9014988144736136,0.047729598265559,0.0351354736151135,0.9575404046191796,0.9601009326600854,2.0,0.4333777055268912,0.1144610262630593,0.0854339050060436,0.6619977629618411,0.5162948987392386,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9022238690714304,0.0475491003837678,0.0350063940653214,0.9580242304921962,0.9608230182190712,4.0,0.4374999651869847,0.1140864481066968,0.085400437401293,0.6644101528097273,0.5187846106782601,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9014883127664064,0.0477895111171961,0.0351519453594764,0.957565296645422,0.9601882139193344,3.0,0.4357528517148802,0.113667533848251,0.0850814228456329,0.6631217262314862,0.518947522130385,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.902503323250054,0.0474589930747886,0.0349476763816063,0.9580971405600244,0.9607411853798504,1.0,0.4313706137371611,0.1149204310059095,0.085961445118092,0.6600506595062089,0.5128072957069123,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9019083322869268,0.0476301542416884,0.0350342507331024,0.957817743145836,0.960524509710393,0.0,0.4349891400257936,0.114299393476422,0.0857846730684296,0.6629536283535433,0.5129560049828789,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9013808285731362,0.0477436529232533,0.0351315396734897,0.9575497218179172,0.960187121896004,0.0,0.4439325583096803,0.1135277711174389,0.0848817293619858,0.6691050182161258,0.5225465996005677,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.902079297148444,0.0475496794868573,0.0350251662144661,0.9578930056492658,0.960455712696712,1.0,0.4381796172101484,0.1143487259973872,0.0856137386235439,0.6650525395872923,0.5188203925694769,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9018851789712492,0.0476338149104792,0.0350542825356373,0.9578251530769522,0.9604104457739036,2.0,0.4383257159610887,0.1139796749209281,0.0853739411384656,0.6650006796552315,0.5215165787325319,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9026476734859772,0.0474581768597529,0.0350068532230634,0.9582555953288282,0.9610086917915812,4.0,0.4358361349157517,0.1141378629361245,0.0851500087155555,0.6637706719164341,0.5163648320531876,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9020660309247888,0.047598685058049,0.0351073297524301,0.957943697083881,0.9605947255104622,3.0,0.4397741408857608,0.1137476564559521,0.0848035565300907,0.6666905348818385,0.5182041747867178,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2970587425316024,0.1275324498409299,0.1029927441455333,0.5450309577719392,0.43600952286502,2.0,0.2853019037660897,0.1284385691849409,0.1036490705497904,0.5342328003728526,0.4238383001195848,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2956494032579557,0.1276413736574392,0.1030960477897942,0.5437365601183535,0.4345584936175155,3.0,0.2909755702293739,0.1280030873173138,0.1032633060803214,0.5394664641784768,0.4298638138939742,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2969791478856048,0.1275661878451354,0.1030148972257675,0.5449579803606097,0.4359067687243863,4.0,0.2856197697555317,0.128302731574583,0.1034588382407176,0.534506550867718,0.4244202844853015,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2956248656372838,0.1274870977426983,0.1029375746108234,0.543713956116984,0.4353943170712244,1.0,0.2912398566457091,0.1286038493615164,0.1039564927005268,0.5396864509868997,0.4266503972835477,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2954494092037688,0.1276051265149277,0.1029998310217385,0.5435525939983759,0.4358660869628679,0.0,0.2917263363879767,0.1281516271110702,0.1035737658900379,0.5401670496981197,0.4240471874927425,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2968398806775075,0.1275629836499504,0.1030104230499316,0.5448301688112448,0.4361350962458354,0.0,0.2856712563990272,0.1283610313269198,0.1035379444917566,0.5346054769751943,0.4222756927758405,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2978782024249982,0.1274985123325085,0.1029559276953295,0.5457822330742115,0.4364989291660098,1.0,0.2819013516136125,0.1285797635756397,0.1036327274790008,0.5311944410934274,0.4214646019129772,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2953380300012248,0.127571256140926,0.1030028364970158,0.5434501534105628,0.4347171307625332,4.0,0.292292903175439,0.1282752937875949,0.1038177234489129,0.5406790612818045,0.4287437496071631,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2959179855627344,0.1276504940530525,0.1030534930432219,0.5439834913906182,0.4353571163251398,3.0,0.2897536448696821,0.1279789169182767,0.1033709952031862,0.5383778232251778,0.4264780141284308,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2952349262183563,0.1275849263109716,0.1030108099232894,0.5433552953112474,0.4343457229113418,2.0,0.2921647321362651,0.1282724549876039,0.1036770904640194,0.5405347612884522,0.4298986685697882,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.295902236132596,0.1276720629501043,0.103095383061823,0.5439689826229323,0.4346616430654724,0.0,0.2895602122773286,0.1279150073537609,0.1033505444989966,0.5381141505925312,0.4277607749581896,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2963908501518617,0.1276841152553635,0.1031048435231289,0.544417909885192,0.4363728276239844,1.0,0.287894100171951,0.127837670878665,0.1032376911601282,0.5366565857777666,0.4225444548054894,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2943840514308234,0.127671231645805,0.1031262694515921,0.542571797937495,0.4349267964821457,2.0,0.2957840005523455,0.1279052967221863,0.1032752682364055,0.5438811812798457,0.4279485028473269,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2944639381820589,0.127650569576545,0.1031069129329194,0.5426453562105871,0.4336752181763568,3.0,0.2957025052318777,0.1279679167604435,0.1033034060571526,0.5437914387033167,0.4330654967156896,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2958549498559734,0.1274934461695276,0.1029369900829793,0.5439255121703211,0.4348243783257131,4.0,0.2899730729051635,0.1286122801986979,0.1038734272797141,0.5385867525678238,0.4284475568939309,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2967606781303907,0.1274681330109196,0.1029523884364446,0.5447575108826274,0.4363627848341423,4.0,0.2864228195802251,0.1287035868295636,0.1038706245872092,0.5353278575346903,0.4224603130082869,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2953692716866395,0.1276506474929141,0.10309810615808,0.5434788919519246,0.4347245538460597,0.0,0.2922163679706587,0.1279556314410423,0.103263145593266,0.5405865269801174,0.4289363271178786,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2963567624644008,0.1275550882468343,0.1029997397679797,0.544386620751205,0.4352504807557571,1.0,0.287981984857412,0.128360907987487,0.1037254547055435,0.5367399658638968,0.4267023224263748,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2958082202856227,0.1277074979220689,0.1031443372746794,0.5438825439400599,0.4347762281156923,2.0,0.2902533011963719,0.1277443350322208,0.1031097610927091,0.5387913643185449,0.42878741405221,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.296469273961368,0.1276152313034994,0.1030152938888857,0.5444899365598416,0.4363046958407724,3.0,0.2876930208700492,0.1281053617611414,0.1035029471732399,0.536413983477847,0.4222401029495201,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2960252815493577,0.1275000561919869,0.1029907505785797,0.5440820735202615,0.4359744411974469,3.0,0.2895005938667884,0.1285668591425785,0.1036696619367386,0.5380810562759275,0.4242809193101745,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2964713850165273,0.1276046508123876,0.102989692814217,0.5444918692710697,0.4360939757887545,0.0,0.2877947958615325,0.1281380470531513,0.1036238422209431,0.5365151386925803,0.4238501815726737,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2959032062968324,0.1275828151773735,0.103041753601852,0.5439698745422451,0.4358352609112169,4.0,0.2899867685409628,0.1282353563046958,0.1035845252014752,0.5385389668108375,0.4246444557255579,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2957349777764847,0.1275873509323956,0.1030335366187918,0.5438152415004437,0.4345336812673124,2.0,0.2902099521971713,0.1282582160531467,0.1035454967814433,0.5388034807592532,0.4288461220032641,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2953517187284825,0.1276053891194646,0.1030523676219705,0.543462854561786,0.4347652084160565,1.0,0.2918034946609612,0.1281810437366406,0.1035211206586113,0.5402125831147238,0.428537422385618,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2966990170931436,0.1275953412919721,0.1030048763916818,0.5447009319485018,0.4357645141665455,3.0,0.2863136749363504,0.1282255192012585,0.1036677695131009,0.535134704361503,0.4242153632934186,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2942388564265552,0.1275440755019692,0.1029975940400054,0.5424378829609809,0.4343049268369442,2.0,0.2966077663046746,0.1283892694370465,0.1038561421951014,0.5446263776729942,0.4303310939586872,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2972359355394288,0.1274782746457252,0.1029211203013977,0.5451935046424782,0.4368618929741089,4.0,0.2843267616186745,0.128680082979181,0.1039281931279979,0.5333684441668409,0.4201816091698251,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.295940102717988,0.1275337751827373,0.1029798052792533,0.5440037772691894,0.4348247510646137,0.0,0.2897640134242712,0.1284359669352378,0.1037348497133455,0.5383278566217539,0.4282831226681231,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2974947338653535,0.1274471225632814,0.1029047933541454,0.5454307847512063,0.435507985742524,1.0,0.2836018501811378,0.1287755791631458,0.1039396925967601,0.53269824667614,0.4264033436337366,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2973739660945929,0.1274778969034344,0.102922332656498,0.5453201518059785,0.4359692884027595,3.0,0.2838763183815286,0.1286709898350335,0.1038722411115114,0.5329308328521678,0.4236861754406237,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2954892721353221,0.1276651675954339,0.1030987847452813,0.5435893187064876,0.4353256903244681,4.0,0.2912839850341108,0.1279367419680591,0.1033473468437182,0.5397630246012597,0.4263046673122062,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2959121151148596,0.1276602333760456,0.1030720660538029,0.543978192943326,0.4358604094182673,0.0,0.2899150581602379,0.1279276003452425,0.1033454375448835,0.5385284556183108,0.4245930783577972,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2965115620757449,0.1275559909409974,0.1030000474990772,0.5445289643787642,0.434921452507764,1.0,0.287100957849662,0.1283818246769164,0.1037257575625725,0.5358805134810047,0.4274166626046249,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2956599604417551,0.1275453087828733,0.1029220094466995,0.5437462359234898,0.4349167580726655,2.0,0.2906911087748358,0.1284101259387364,0.10389214607318,0.5391880592422493,0.4280162728757802,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2956163283632188,0.1276047665955324,0.1030292827131295,0.5437064601093917,0.4349124967990961,3.0,0.290604857553867,0.1281957869414619,0.1035583472352761,0.5391090291226024,0.4277187475051585,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2946853394054021,0.1275969930530794,0.1029889438686275,0.5428492928772463,0.4348001247728172,2.0,0.2945324059329127,0.1282078381215507,0.1037889298141057,0.5427144359190109,0.4282870506938058,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2977414178694244,0.1274244908594406,0.1028692243429777,0.5456569890758618,0.4370662085237008,1.0,0.2821389351977816,0.1289069954218285,0.1042737495160402,0.5313654502935324,0.4187879840953649,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2965013852102626,0.1275102521789943,0.1029609364997162,0.5445194199011073,0.435318339826935,0.0,0.2871824722414345,0.128562155689298,0.1038307550705653,0.5359364182048421,0.4264874639694474,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2958634075447961,0.1275600945032331,0.1030267989920496,0.5439333155859023,0.4346255645107844,4.0,0.2901462723267082,0.1283267210977237,0.1035595551880368,0.5386581191264859,0.429074734186524,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2959574462849605,0.1275208674448025,0.1029321856943739,0.5440197997727478,0.43524016307754,2.0,0.2893954543086107,0.1285159125977533,0.1039053915040851,0.5380132859444793,0.4268091228299727,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2959299949203441,0.1276382135170246,0.1031058457435228,0.5439946284219728,0.4353839295961785,0.0,0.289602705615133,0.1280378507448012,0.1033961353959407,0.5381622615739312,0.4262326833779058,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2965154680503983,0.127588536315376,0.1029876814863923,0.5445325217875403,0.4355189649650613,1.0,0.2875538221890712,0.1282085849456199,0.1035502887042675,0.5363058201543124,0.4258814309371915,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2955075095365513,0.127675384731517,0.1030710071484157,0.5436061817562171,0.4343606111289055,3.0,0.2909889496585416,0.1279173273472841,0.1035159830868683,0.5394492786083214,0.4298162531783884,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2953948387550359,0.1276029430863831,0.1030015370563248,0.5435024589118287,0.4351392319005126,4.0,0.2916585283200626,0.1281883377801388,0.1036221268346109,0.5400742070885617,0.427280384444803,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2953635537082335,0.1276628330658766,0.1030929918699818,0.5434736317373664,0.4354146107785197,0.0,0.2920924497193732,0.1279203868079718,0.1032759238143374,0.5404742925805347,0.42569160815715,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2968856151458728,0.1275876160277941,0.10301266844123,0.5448721327307119,0.4362078631739805,1.0,0.2856436042313727,0.1282483851788675,0.1035116500724532,0.5345670698085152,0.4224696179369126,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2954858461175671,0.1274856821219339,0.1029914897190861,0.5435861050600811,0.4349901005770762,2.0,0.29165652578781,0.1286239707990936,0.1038054259549237,0.5400657958025633,0.4276121857317425,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2964919369438897,0.1276848391303897,0.1031233228895438,0.5445107512190249,0.4360372813756517,3.0,0.2872043155038313,0.1278583805063589,0.1030989408063713,0.5360145846450233,0.4233277880419552,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2948792343492304,0.1276762071649243,0.1031109510784656,0.543027847084834,0.4347972605402324,4.0,0.2940330873871756,0.1278670015302388,0.1033225490275015,0.5422507092254073,0.4287926896875645,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.29717724719709,0.1274780471793893,0.1029121217235598,0.5451397160874664,0.4357781849514178,1.0,0.2847612118436631,0.1286601393437206,0.103937313684603,0.5338101851505003,0.4247474208744676,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2961985254658045,0.1275299858829171,0.1029529038158051,0.5442412732339102,0.4344876766621091,2.0,0.288678280441093,0.1284583146417849,0.1038437335107093,0.5373258604393354,0.4293877171165086,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2957842675018072,0.127557698830435,0.1030036693055526,0.5438605508837207,0.4362370167714221,3.0,0.290233980338606,0.1283560596859032,0.103626463429699,0.5388113796086107,0.4228291373951098,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2955133149448065,0.1275870778954522,0.1030293708220653,0.5436114089795,0.4347036901116656,0.0,0.2915844538202832,0.1282106984159856,0.1035391885283431,0.5400374068994963,0.4289032977891532,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2981664351488758,0.1274655480186201,0.102946053739604,0.5460462165302447,0.4365482915655637,4.0,0.2803417799643961,0.1287463176154045,0.1037904251985617,0.5297529484246334,0.4218822844430288,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.293086001665479,0.1277469982452128,0.1031622091696125,0.5413742160751213,0.4339496144525301,0.0,0.3012530014948248,0.1275742066629502,0.1030519564470591,0.5488756287993601,0.4327434332088578,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.295926924640796,0.1275229081111604,0.1029588121244672,0.5439916687793949,0.4363018483930464,2.0,0.2896139081559521,0.1284988644706251,0.1037863632501629,0.5382024065290877,0.4220529593669009,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.296017484964464,0.1276638315286126,0.1030784929754203,0.5440749060887945,0.4351260257602468,3.0,0.2892808243875511,0.1279305881275497,0.1033585743190926,0.5379054240878118,0.4270918109156579,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2958109901199682,0.1275125303047985,0.1029419761754429,0.5438851263774602,0.4354893019487648,4.0,0.290403361783302,0.1285102262627758,0.1037699593939699,0.5389108223197518,0.4261598909651592,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2986600297449805,0.1275381257225232,0.1029759876183476,0.5464980247348667,0.436774868550684,1.0,0.2785833869666527,0.1284238166896825,0.1036726467359044,0.5281683034862017,0.421428858094495,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2952660591548656,0.1277009389914579,0.1030856190242535,0.5433839881977435,0.4356638799898882,0.0,0.292480570881406,0.1277661716556924,0.1032994192070653,0.5408667447960196,0.4251340767185615,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2959136648577092,0.127662951624479,0.1031058902168677,0.543979477158562,0.4360190236134567,1.0,0.2899618267814277,0.127910985787964,0.1033479632561125,0.5384903469737351,0.423387919839421,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2959952562240919,0.1275992133158091,0.1030667759770097,0.5440544683386088,0.4341461943028635,2.0,0.289621179824859,0.1281635868152335,0.1035046504057429,0.5383075654353549,0.4312806126694454,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2978130269101096,0.1275410373785251,0.102932810239789,0.5457225006588242,0.4363322922130728,3.0,0.2819983923308145,0.1284206485035118,0.1038237960526549,0.5311515312348098,0.4220582967015323,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2954519616572058,0.1276504837335768,0.1030989012128908,0.5435549798675469,0.4341298035928176,4.0,0.2915346968236826,0.1279879184707534,0.1033276797934677,0.5399529724640296,0.430579957939696,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2951722059811282,0.1276213450477043,0.1030602160334062,0.5432975513183103,0.4345370212023004,3.0,0.2927778335970342,0.1280933425221347,0.1034103576732392,0.5411345434361908,0.4295616599604975,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2956434189514156,0.1274460522049996,0.1028914186887512,0.5437310774201746,0.4346169893120766,1.0,0.2909638289269232,0.1287880189816165,0.1041135031790222,0.5394109265076833,0.4289931670241892,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.298304077868695,0.1275794779701164,0.1030446536249878,0.5461723175459287,0.4367343542605472,0.0,0.2800329808214542,0.1282556347559042,0.1034424342846002,0.5294701324978387,0.4210264500781207,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2960007539550408,0.1275571974004769,0.1030053853570098,0.5440595208691303,0.435284601169133,2.0,0.2895898238881899,0.1283384826904786,0.1036679356424522,0.538171746851979,0.427148263038939,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2970825914994288,0.1275090623752127,0.1029676789562366,0.5450528493483732,0.4362877528468254,4.0,0.2854028762887297,0.1285151601068046,0.1037290808016693,0.5343975122147584,0.4231949083229728,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2957882529280873,0.1275859633928647,0.1030211928722984,0.5438641916674941,0.4346398189215041,1.0,0.2904188518725813,0.1282253451411146,0.1036568779670787,0.5389287407970933,0.4293874079604871,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2964343571628423,0.1275066100922014,0.1029392846398064,0.5444578965359809,0.435141287674643,0.0,0.2875976327295586,0.1285635047600647,0.1037960538884586,0.5363800943663365,0.4269573083339649,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2959172565597698,0.1275910330898655,0.1029733649113931,0.5439827958141322,0.4354467217074248,2.0,0.2898998563246641,0.1282047762479748,0.1036379042780208,0.5384962244922582,0.426445785571749,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2962194365952295,0.127359267970021,0.1028109243501817,0.544260473432835,0.4360015549736361,3.0,0.2890404853289053,0.1291008609607635,0.1043132763142806,0.5376691789811772,0.4243241606819797,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.295504188051528,0.1275920423841078,0.1030376797927912,0.5436029962381883,0.4345711045814942,4.0,0.291408768467035,0.1282144566958109,0.1035199993563882,0.5399036850638882,0.4295718063651519,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2962376191145355,0.1275747173141515,0.1030572543811677,0.5442771570074121,0.4358645109681626,4.0,0.2883740376686167,0.1282914781401281,0.1034015653818386,0.537096474810972,0.4238104463971798,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2971635667741984,0.1275183776188881,0.1029507733632326,0.5451272783350027,0.4364377915634849,3.0,0.2845048825109348,0.1285215882856416,0.1036406444758111,0.5336833869162783,0.4218045021654188,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2956133963790529,0.1275745009640826,0.1029970816097821,0.5437034527100079,0.4341824964951734,2.0,0.2910957689379019,0.1282722048338756,0.103763171156355,0.5395655314989061,0.4311273103036749,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.295778716946624,0.1275566460240939,0.1029973832251286,0.5438554917526626,0.4354273135723457,1.0,0.2904278352674733,0.1283449042405934,0.1036471883988945,0.5389937690415197,0.4260771036964358,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2962295994683874,0.1275353878745155,0.1030137006483278,0.5442697984873525,0.4348881191278361,0.0,0.288171409000831,0.1284710654471156,0.1036523738932758,0.5369097289382337,0.4277768617128222,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2957517191063968,0.1276849780086536,0.1031214465236322,0.5438306302610577,0.4344797207210017,4.0,0.2900549939962199,0.1278739172023535,0.1031873818544347,0.5385986837162504,0.4295888261594393,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2954167473689948,0.1275774525517346,0.102989791850877,0.5435227068803101,0.4349524629169104,0.0,0.2914479281311225,0.1283014049179742,0.1036300681008936,0.5398876366164772,0.4273524250943568,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2956628622090946,0.1276725011588779,0.1031025484128491,0.5437489037837443,0.4347870460036935,3.0,0.2907677035083869,0.1278922937074187,0.1032706438955769,0.5392756132241155,0.4285684145038883,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2957191628421244,0.1274686118254157,0.102885665123,0.5438007067499032,0.434824715769711,1.0,0.2906304389101847,0.1286989208359818,0.1040730171106537,0.5391310928874832,0.4286836957885306,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2951706618514901,0.1276635622507048,0.1030912743208841,0.5432963477121199,0.4351145140246912,2.0,0.2927599590532388,0.127927210167916,0.103387266217213,0.5410778677720696,0.4275848086730682,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2954453283802798,0.1275649977322414,0.1029761069044803,0.5435488517221034,0.435200233241066,1.0,0.2915032056537021,0.1283349970706124,0.1038867944900494,0.5399267298135961,0.4272475234870855,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.297260916737337,0.1274740099060829,0.1029419775135274,0.5452164398261378,0.4361318763454065,2.0,0.2839810120936191,0.128718259325748,0.1038662122089406,0.5330522561204786,0.4226139120495967,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2960688983561346,0.1274071035672076,0.1028848356833971,0.5441221430978643,0.4350606001788352,0.0,0.2890691085191833,0.1289576571348392,0.1040690248476944,0.5377037384464176,0.4271940477088793,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2962643106706734,0.1275243229404462,0.1029960897226448,0.5443016865073371,0.4347741959375933,4.0,0.2880580926421699,0.1285112325323762,0.1037643265678435,0.5367313787097178,0.4282732199580219,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2971085814979768,0.127579290411422,0.1030329347266456,0.5450767849542266,0.4363314737843003,3.0,0.2844950063983029,0.1282856557785602,0.103596214495629,0.5336997374717225,0.4216489018863336,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2437629889511693,0.1298054523680872,0.1057197219633784,0.4937236098117231,0.4535080283106426,4.0,0.2801386486027467,0.1355043247872853,0.1080357614498243,0.5344007601554951,0.5211091729486016,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2848183689333445,0.1246272321838802,0.1022094142363009,0.5336837828478362,0.4736678293824501,3.0,0.0889782116585244,0.1565698991946127,0.1199307815485896,0.3457554653928792,0.3254915614347816,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3046735996184715,0.1298224188685477,0.1058779474327176,0.5519724713088846,0.488421218375097,2.0,0.0208039488955391,0.1368841161522279,0.1092470208411128,0.3070502159686972,0.3040687243267894,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2974909820704154,0.1264272608092831,0.102707906554028,0.5454273469168651,0.4906923786367455,1.0,0.061932701155813,0.1428640364136603,0.1133842683986231,0.2951615996434649,0.3087313879277755,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2941409960550335,0.1284951314232631,0.1039288334994405,0.542347677146044,0.4890686490658943,0.0,0.0649857741954965,0.1432070803740834,0.1142009296971745,0.3806270809915849,0.3500277461841852,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2832765663421436,0.1306979250528875,0.1066174875653578,0.5322406929948164,0.470185465969722,0.0,-2.9194520650610767e+20,2175780598.050425,24314170.79300759,0.0199061898530598,0.3054212882247328,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2313913724804539,0.1280127121969078,0.1041782949905434,0.4810347273434736,0.4381584276409052,1.0,0.1769083778512403,0.1457518726200033,0.1159396121906387,0.4407091119572519,0.3989845312093485,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2930259723152471,0.1256970043193712,0.1014364076722756,0.541343992306039,0.5064622351068245,2.0,0.082718607681857,0.1518847611615165,0.1207421987833607,0.348002285602148,0.3214152493920618,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2972005744133431,0.1250631886871939,0.1008881935845178,0.5452053729109219,0.5058400421726938,3.0,0.0811495105018048,0.1538383935211047,0.1238161108790158,0.3303855088998133,0.2974737771625357,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3258169358703403,0.1283490583439067,0.104531734682141,0.5708045216463121,0.5153110282741945,4.0,-0.0338835955120999,0.1407797747284997,0.112032468579589,0.2499221380326104,0.25526398958129,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2839136332273964,0.1306488758963747,0.1061944505868233,0.5328354728911757,0.4796734661387432,1.0,0.0076064269982447,0.1351781114428909,0.1109630018340779,0.4261769809183424,0.3907026565607679,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3035225132491339,0.1288527365301182,0.1051830015219151,0.5509287816285344,0.4841285144633775,2.0,0.0669666246865514,0.1370426375310753,0.1083604588121813,0.3219692714728021,0.3023517010928547,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3165646893239218,0.1251252849876028,0.1012311761974131,0.562640824112342,0.505573221460505,3.0,0.0110473779971143,0.1524531687460225,0.1228515325132299,0.2431104032158673,0.2225040109646091,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3435265867763118,0.1252840985565637,0.101385650770469,0.586111416523306,0.5241105632735856,4.0,-0.210286751220089,0.1565111906742262,0.1255343409491731,0.1171169635945932,0.1227876055446291,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3019802103923139,0.1301308678326053,0.1062946681866126,0.549527269551329,0.4883037662700868,0.0,0.1080266243628426,0.13401533631158,0.1049065143494224,0.3789966133629142,0.3577577150484257,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2958873263163555,0.1266245619910732,0.1035156903058688,0.5439553975833754,0.4871663302018095,3.0,0.1454346907715221,0.1439323098508771,0.1126845179991247,0.3932490591111307,0.3747777867060918,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2664536010702593,0.1307255002877446,0.1066544116484159,0.5161916353105196,0.4676751111086535,0.0,-1.8872537801015047e+20,2060017231.865342,302809313.7795155,-0.2187952036739433,0.3328659265727586,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2527662990271904,0.1300528138950017,0.1056391107790823,0.5027587050650676,0.4655730826861902,2.0,0.2021540276303883,0.1362945170297954,0.1090656333640171,0.4549298470642414,0.4151346814201677,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2952246692193736,0.1255352709455622,0.1028121771143966,0.5435354290274448,0.4795981459262328,4.0,0.1326544323309353,0.1480267306611593,0.1172728071299435,0.392900860855652,0.3633388570674912,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2911589684644222,0.1288420302323817,0.1048227004731922,0.5397317983129876,0.4829626923938178,1.0,0.1590446876125347,0.1356773225797015,0.1090763060780592,0.4021428905397954,0.3821634619859797,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1528764743692112,0.1417910061477972,0.1127710656061819,0.3909942220292271,0.3649970045810662,3.0,0.0447177688512872,0.1430219996033256,0.1169288819362747,0.2735276991058971,0.2456197186978886,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1357223759077938,0.1396949051049195,0.1121720763448256,0.3684051893555071,0.3317474628621701,1.0,0.0999853155774778,0.1487071004773596,0.1145255730907396,0.3561858920526988,0.3530499615116398,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.156338114866504,0.1394427253400604,0.1121015367546879,0.3953961558990608,0.3563927415106129,4.0,0.0549182069901423,0.1485111028295056,0.1145114089938601,0.2627700951759584,0.2728927040171451,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1479268874564422,0.1376694072934527,0.1100538572488433,0.3846126510748188,0.3466722096189266,2.0,0.0198895024740398,0.1620850632005151,0.1261236684761408,0.2775881672205135,0.2544929790930529,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1504152711545952,0.144011779212054,0.1154610012831164,0.3878340842682936,0.3628764890069206,0.0,0.0409587180197341,0.1345385638435549,0.1040503948410243,0.2675125184562461,0.2267063817256267,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1814762328054978,0.1385253798852235,0.1110860836034939,0.4260002732458016,0.3893888206250804,2.0,-0.0784425628736971,0.154677653310072,0.1225285649652958,0.1615921288140402,0.1616890965681576,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1792591377347571,0.1381571998249238,0.1096142675479236,0.423391180504151,0.3980721911937742,1.0,-0.088195008548304,0.153535129200986,0.1229291579275659,0.0382766562063077,0.0166641117662596,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1008792569191142,0.1449023124848092,0.1158092227676079,0.3177342394854907,0.3022278299811496,0.0,0.143510252589632,0.1341882823562125,0.1077357472940987,0.4056210188957427,0.3816705756959633,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1569929598668892,0.1368490511331824,0.1090511657096658,0.3962263227526144,0.3748155632507716,4.0,-0.0410903245213514,0.1561720439279143,0.1240348058932186,0.0632447772467077,0.0713495291663387,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1675178651149457,0.1362599438894733,0.1086377876913031,0.4093130168872891,0.3742825835275348,3.0,-0.0092278508689163,0.1601401427092891,0.1272599322004938,0.1671156420547551,0.1527466750721638,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1555593354344353,0.1379378871677468,0.1102825647869637,0.394410119215119,0.365588553861189,0.0,0.0540404656012338,0.151517720315175,0.1207510140636361,0.2556518376552793,0.2429628875277195,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1588550818467443,0.1380868899391765,0.111303663956533,0.3985662904167117,0.3679678622442398,2.0,0.0236390545504582,0.1534434199255351,0.1167276841383516,0.2369133439295532,0.2118945487581857,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1727416784480678,0.1360687180803869,0.1094186744981591,0.4156220480978423,0.3796189022548906,1.0,-0.0119574462120424,0.1566449899012508,0.1212856156191713,0.1711407928639116,0.1929112160759489,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1465022221826326,0.1416648183474381,0.1137843051719312,0.3827560951501818,0.351487054503547,3.0,0.0740448062663422,0.141971886485153,0.1093740647663803,0.3134442128135862,0.2651333019828621,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1515251407894078,0.1387376204658686,0.1112592408719381,0.3892623148195528,0.357086149006893,4.0,0.0391940962998945,0.1505544061991525,0.116842117951643,0.2530468154443439,0.2594639331043281,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1369275601365258,0.1427530007146259,0.1145378874289929,0.370577054890732,0.3421556092039712,4.0,0.0875256189221306,0.1407802645453098,0.1089735548572628,0.3113842289299075,0.2958324416128217,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1521322996457615,0.1428201233027431,0.1144549081399347,0.3900655213309916,0.3537471326370106,3.0,0.0480892447539124,0.1382342926052676,0.1092242975573365,0.2670213344978998,0.2816416123232163,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.151120042649241,0.143345659977964,0.114776018387201,0.3887423593609758,0.3638007201912367,2.0,0.034645603356165,0.1363924490193074,0.1066443969932987,0.2465248651120376,0.1962766797723447,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1124827225253534,0.1403299939961088,0.1129656328407152,0.3354322116731795,0.2867264612086691,1.0,0.0267416640121188,0.151668972831761,0.1195156156233475,0.2527097947144082,0.2422209867820814,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1478012201365256,0.1416668906610985,0.1131095232740905,0.3844492426010562,0.3595206259454954,0.0,-0.0969724465104013,0.1488757735506718,0.1203099778508129,0.2917883389196774,0.2626982228750103,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0711293977458289,0.1466876514350351,0.1169772731918607,0.2667009519028731,0.2815476483160582,1.0,0.0399676512223047,0.1468290073087312,0.1173708745141292,0.2072915385403432,0.203101236972586,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0518957757173705,0.1470941857460524,0.1169130483024672,0.2278064435379467,0.2351563836618397,2.0,0.0943325044165673,0.1464613413108802,0.1189357485670452,0.3420446737117945,0.3400774285228189,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0401211825451148,0.1477449081989021,0.1185062777673819,0.2003027272534269,0.1928521019320474,0.0,0.0692766036611121,0.1453161216508696,0.115702640242161,0.3283760630024109,0.3138284674826933,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1021416673137793,0.1427167032211913,0.1138611240140226,0.3195961002795014,0.315498098038186,3.0,-0.0689506813888591,0.1618686071242884,0.1306469817309332,0.0647075968333106,0.082310621402525,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.04151852155477,0.14969419262754,0.1197485872759895,0.2037609421719603,0.2049373482564612,4.0,0.0377808149035099,0.1412954605435308,0.1148654789245404,0.3814002291373859,0.3745195824367052,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0777308949978008,0.1483177104544122,0.1182084907948297,0.2788049317515593,0.2722751550456544,1.0,-0.1124438732002088,0.1433276068660749,0.1185169361175476,0.2117831068097197,0.2234359201470243,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1141278905464995,0.1450163949418304,0.1145578918595777,0.3378281967901724,0.3413947984343039,2.0,-0.2163253031052561,0.1598955265785849,0.1333259595635843,0.0157580440018429,0.0220130463043261,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0789294672197361,0.1469039510043512,0.117894858327202,0.2809489166817537,0.2769911284164449,3.0,0.0209454377336334,0.1474378549759325,0.1155874860018786,0.1909874105359627,0.2171889313299501,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0788287216287275,0.1461993058811223,0.1163891820958152,0.280813174482633,0.2838116303509118,4.0,0.0232248964291933,0.1490711233111033,0.1212774448583222,0.2086064300520497,0.2189877935836353,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0755890963133182,0.1430441634883608,0.1147833549459833,0.2749353352085226,0.2684477427270336,0.0,-0.0113023090551678,0.1594183616249573,0.1231544635324334,0.3222240109897183,0.3146033670985349,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0255984055958783,0.1452996589874399,0.1173011786132335,0.1599950174096661,0.1609185017877953,0.0,0.0377166956320551,0.1530188237196036,0.1206256343858903,0.3421274241680583,0.3256507556185711,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0993785586997468,0.1481831890314067,0.1183425535715713,0.3152436497376091,0.3090507641469286,2.0,-0.137731456655612,0.1469455439434307,0.1182760462183065,0.1672436511139099,0.1630785072827528,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0702750627176231,0.1473828067602176,0.1181811761335952,0.2650944411293455,0.2591021435901522,3.0,0.0598467644398253,0.1448841347832221,0.1136048167333138,0.2612035008515059,0.2627848618988455,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0828071101693105,0.1402188825444952,0.1121829574903832,0.2877622459068816,0.2910222592766778,4.0,-0.0347496879201696,0.1656290231106065,0.1309555287558221,0.111621668292666,0.1095514802692448,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0669969403496849,0.1476896868263734,0.1180737574665059,0.2588376718133073,0.2575871380403319,1.0,0.0765237342922267,0.1432614509490153,0.1137518263029261,0.2850484211350692,0.2961969793245206,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0927879447006773,0.1445669689559817,0.1155863075142141,0.3046117352734872,0.297499782642157,2.0,-0.0575233546138427,0.1569863398158228,0.1263053061247823,0.205379685411819,0.2129077784582137,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0704352466273843,0.1405041844659121,0.1125406298168323,0.265396702046955,0.2574608617138132,0.0,-0.1120258974379764,0.1709380854182248,0.1328078060382021,0.2196909690340677,0.2064465245018824,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.107958155487232,0.145228339812981,0.116209107540948,0.3285878808441042,0.3260617719667392,1.0,-0.1354994737531012,0.1556293191544149,0.1249343343111767,0.1236226212218733,0.1290769199943056,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0950653598933574,0.1488324781324451,0.1186417682427735,0.3083278508391313,0.3205396337662419,4.0,-0.0689215412516761,0.1429250965418687,0.1140291306116195,0.1064936702650618,0.091432282898454,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0734720270826206,0.1463571164488887,0.1157856075534759,0.2711252575535958,0.2805014247713073,3.0,0.044384405310318,0.1484549083733518,0.1211579244111342,0.2267412443575001,0.2233828035990468,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2735020261572879,0.1294339288430536,0.1049460323880443,0.5229742203568046,0.4747420821093465,3.0,0.2836899299148413,0.1294453721760508,0.1050304086293368,0.5328138840899568,0.4847689344027104,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2746009897101299,0.1293537212324936,0.1048442973650468,0.5240238526809401,0.4765981137301954,4.0,0.2792959003580135,0.1297696021575019,0.1053499305980188,0.5285986765930745,0.4788495613000273,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2748197567252477,0.1295919218725495,0.1050987455955996,0.524232548480138,0.4757955192251414,2.0,0.2785650617725289,0.1288112938293711,0.1043859712726337,0.5278085210326157,0.480795053829576,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.274595815552075,0.1293167305494094,0.1048708258546072,0.5240189154357068,0.4759957257631474,1.0,0.2793750304399882,0.1299131159028321,0.1053063339603166,0.5285882251481419,0.4806595591259106,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2756693466863082,0.1292423333651186,0.1048021497027919,0.5250422411837568,0.4771280108638525,0.0,0.2752075561537632,0.1302025924275013,0.1055718093954105,0.5246068022298863,0.476081997332597,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2757085605706892,0.1293881899419485,0.1049613051707402,0.5251220513900066,0.4775339822692688,0.0,0.2742950564650923,0.1296901986616952,0.1051919459865898,0.5237686195503212,0.4756050086866052,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2757363432849274,0.1293478074805009,0.104867096637757,0.5251120983724041,0.477057940089877,1.0,-4.940539568431685e+17,107132250.24106345,887316.9008184749,0.0165600264640863,0.4731382201645466,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2758898945576291,0.1293211076044568,0.1049078528249145,0.5252578985947335,0.4765570792735988,3.0,0.2744716459590414,0.1298776746277721,0.1053129356184765,0.5239004326046383,0.4763578834723252,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2756343652869829,0.1292130662394289,0.1047371990741494,0.5250190632589592,0.4770256792273448,4.0,0.2752340127287489,0.1303276664598104,0.1056388256569289,0.5246568180017083,0.4766832373690398,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2753067771017561,0.1294299962418376,0.1049657236204699,0.5246986408603529,0.476141499008487,2.0,0.2764109272860466,0.1294773064225067,0.1049313199496149,0.5257567828259412,0.4774238638971499,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2763263306965229,0.1294134655269813,0.1049406917897063,0.5256675175845075,0.4777831018722525,4.0,0.2725162656909099,0.1295257888712583,0.105072107873349,0.5220491719287834,0.4732938512889961,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2747089161478975,0.1294202349559181,0.1049026884560848,0.5241268213295182,0.4762987682038699,2.0,0.2789813107839149,0.1294952688361463,0.1051622471553203,0.5282248463671217,0.4794497513620081,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2747356320572225,0.1294526764625907,0.1049849279674848,0.5241523066371997,0.4766188480538689,3.0,0.2788531300642337,0.1293709542704701,0.1048104971258864,0.5281127272308854,0.4788763409792392,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2756448072460574,0.1293127054941644,0.1048628877534408,0.5250188723847535,0.476721653270802,1.0,0.275252257970345,0.129928419066883,0.1052452153899313,0.5246451785521489,0.4778812616311936,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2763700776693303,0.1294108527488094,0.1049549640252324,0.5257091266270453,0.4765052832422305,0.0,0.2723405280300178,0.1295366682811865,0.1050836194439851,0.5218720861947187,0.4757825186929463,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2749472638370647,0.1294627003860241,0.1049255237541004,0.5243757229186,0.4774333517884608,3.0,0.2725326217116081,0.129820673348552,0.1052899021736669,0.5220518047435704,0.4765715072125968,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2755007704046457,0.1295338691841596,0.1050721850666404,0.5248823064675534,0.4765226306245389,4.0,0.2757585884005779,0.1290497598102333,0.1045762776774618,0.5251317752940181,0.4762084379277811,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2752088285996097,0.1292806842001881,0.1048490778419607,0.5246057053054836,0.4768885085990741,0.0,0.277348832718072,0.1300218600481124,0.1054406807425272,0.5266735858417438,0.4769317107923513,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.275211779157188,0.1294802363449407,0.1049652873653593,0.5246135046916746,0.4768997470456312,2.0,0.2749542338550741,0.1294385419758021,0.1049542418176219,0.5244539005832333,0.4761947615881196,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.276380962247343,0.129348859717766,0.1049432015723099,0.5257198283990198,0.4775189953966648,1.0,0.270853029224799,0.1299087548958126,0.1051280827540157,0.5205415525436518,0.4726622128797186,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1364516645150351,0.141134246214558,0.1125196545109947,0.3693936534265247,0.3382051563116924,3.0,0.1358172199262649,0.1421056311661912,0.1133891400178639,0.3685405762072726,0.3395458765657435,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1369332971184519,0.1412631050397135,0.112600196986095,0.3700450027828676,0.338948179448042,2.0,0.1338586255090106,0.1415933215043897,0.1130813875286206,0.3659314086847995,0.3363579571134613,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1362628989562215,0.1413337168025603,0.1127087114406746,0.3691380568369555,0.338525573236262,1.0,0.136520379172623,0.1413141591893248,0.1125996114296445,0.3694895647270248,0.3386974399205953,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1362673935071885,0.1413076778040927,0.1126591260106822,0.3691441453034673,0.3386104527207266,0.0,0.1365009217129718,0.1414155656185054,0.1127538606867499,0.3694898852800049,0.3381456673257781,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1358440590923028,0.1414111954967029,0.1128143380712244,0.3685702998151349,0.337825627579406,4.0,0.1382379477288213,0.1410000952832437,0.1121845905090913,0.3718173482224713,0.3402504590922529,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1365563471525297,0.1412304030951415,0.1125977526277848,0.3695388970866246,0.3390322266100394,0.0,0.1353591655591884,0.1417239322035715,0.1129320698220796,0.367959094029859,0.336497354455748,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1372182224734334,0.1413744119342289,0.1127525403597274,0.3704383898911065,0.3400335712102643,1.0,0.1334288863876493,0.1410892062787549,0.1125180623485941,0.3653005214903539,0.3336617651146242,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1363335751436128,0.1414437736059506,0.112767636211268,0.3692378494805777,0.3386509417134635,3.0,0.1360717702489554,0.1408860309471201,0.1125597920229664,0.3689070911547598,0.3373267347746628,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1361777419299213,0.1411573513916249,0.1125606676364776,0.3690350828787129,0.3383875154514841,4.0,0.1370278848869479,0.1420030272018624,0.1130732307854582,0.3701934856763095,0.3385470199363607,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1350812850265282,0.141382072438918,0.1127225943518908,0.3675587808309498,0.3366258267828575,2.0,0.1412431246365419,0.1411182042784113,0.1123865685722736,0.375830651352484,0.3471424200116501,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1371528592375419,0.1412527724448239,0.1126326635388027,0.3703415530279002,0.3393655960765261,0.0,0.1329811869263717,0.1416352495001341,0.1129583194546061,0.3647121114397405,0.3344582020346403,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1356163117812499,0.1414116879429301,0.1127429324505837,0.3682612102446,0.3376059487397621,4.0,0.1391321939224161,0.1409997495764368,0.1125470732770256,0.3730126975132198,0.3416751796692158,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1363855348288143,0.1411692644704253,0.1125635571349099,0.3693041309753744,0.338456268499799,3.0,0.1360405659018125,0.1419673959915255,0.1131522285893138,0.3688915251412438,0.3385486659835087,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1360995747987592,0.1413570560927488,0.1127662826490474,0.3689167672909451,0.3380337001367087,2.0,0.1371517936003474,0.1412177382741798,0.1124925358178139,0.3703803564347691,0.3400170875947552,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1366321058908958,0.1413531583384373,0.1126933854545155,0.369637811897494,0.3387792886459032,1.0,0.1350398437703148,0.1412352185144926,0.1126184319074274,0.3674917873338962,0.3371114148789734,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.136281113956394,0.141321036299211,0.1126649840729817,0.3691648838015403,0.3389499598830737,3.0,0.1365223832326219,0.1413585541180743,0.1128155829769862,0.3694935733227745,0.3361720173002196,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1365822601653153,0.1414986723795059,0.1128028216704867,0.3695758773880945,0.3387216958417624,0.0,0.1352904076457797,0.1406464021686208,0.1122764922890313,0.3678637613124346,0.3376760836957643,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1360764041383901,0.1412406913355243,0.1125618454939177,0.3689050041548742,0.3384782922518379,1.0,0.1362206258633918,0.1417701690065998,0.1130079819064572,0.369126579821768,0.3398123863724541,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1370334193494677,0.1413868413660266,0.112710006413943,0.3701803738524324,0.3399139821793521,2.0,0.1337130096354642,0.1410769612111884,0.1126696356658034,0.3657230844346667,0.3338811395144848,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1370741676626844,0.1411907783043347,0.1126041056032586,0.3702367305629546,0.3396319519359608,4.0,0.133474948448054,0.1418683096252763,0.1130673175225372,0.3653830742454672,0.334534820719153,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0694323434651454,0.1468402480054343,0.1172482692156847,0.2635001773532524,0.2684432977219328,2.0,0.0695284376843943,0.146129230893233,0.1168720760816101,0.2637394299456536,0.2682049830244798,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0696029758648606,0.146812314181396,0.1172283682250247,0.2638237590985906,0.2687026850318381,3.0,0.0688012765971942,0.1462407962346461,0.1169482968176875,0.2624033299916043,0.2673371789820806,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0698748109152148,0.1467889175803485,0.1172413383039334,0.2643384401014449,0.2692893425806879,4.0,0.0677410678878956,0.1463345966552672,0.1168159215869656,0.260329794052164,0.2649561199153569,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0692834971932992,0.1467880534135783,0.1172128633671347,0.2632175852661617,0.2686537627965366,1.0,0.0701528778016783,0.1463372300169865,0.1169321761086877,0.2648661156765771,0.2677315912980934,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.069790636582442,0.1467786791444891,0.117237508605255,0.2641791751491631,0.2686274343744425,0.0,0.0680645908722757,0.1463764051643095,0.1168684040478999,0.2609713820103263,0.2681490958586249,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0692685417726888,0.1468381668446254,0.117253570272941,0.26318917487748,0.2679586964492138,0.0,0.0702010969724594,0.1461366940101038,0.1168073930591899,0.2649889890232269,0.2705085856561071,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0693519977253898,0.1466818263290724,0.1172217593355188,0.2633639721444573,0.2675860795141761,1.0,0.0698682641179919,0.1467608951759183,0.1170273244761981,0.2643686332293656,0.2703731424166258,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0690160386796541,0.1467375308674448,0.1172030816507657,0.2627094666311881,0.2675831398082857,2.0,0.0709343076523051,0.1465612117788902,0.1170280761422969,0.2663673439090073,0.2720406716183074,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.069025491442842,0.1468306146096352,0.1172313629087568,0.2627272704349838,0.2677704687301259,3.0,0.0711457303656509,0.1461700574206484,0.116842374001082,0.2667576318838418,0.2719188421816785,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.070476187577014,0.1466244183429319,0.1170524706706744,0.2655127465666941,0.2704461276173327,4.0,0.066411021546063,0.1469096647203038,0.1175468887630662,0.2579158825136107,0.262139343888999,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0687807348651092,0.1467865598179016,0.1171929132998467,0.262260814581895,0.2671979625592233,0.0,0.0721561348640018,0.1463438369580403,0.1170203818941268,0.2686971480305274,0.273561745171926,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.069447427621558,0.1466777279043339,0.1171135633106723,0.2635287984672788,0.2685028731952996,1.0,0.0694705531903389,0.1467797351575111,0.1173656919826675,0.2636012856353727,0.2686554671092439,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.068992905475856,0.1466243596608121,0.117109871050329,0.2626650061883119,0.2676530338430884,2.0,0.0712784300026452,0.1469933707594983,0.1173889554424234,0.2670344074058608,0.2715432035566155,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0692036589043477,0.1465939960911727,0.1170966237037989,0.2630658832011442,0.2680888960782815,3.0,0.0704174515513527,0.1471145326168688,0.1173809539000592,0.2654621225175624,0.2696644368334904,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0696478278410066,0.1467523786105273,0.1171557349703518,0.2639087490801637,0.2692440806413863,4.0,0.0686775461139235,0.1464809699508045,0.1171853429682696,0.2620788861152544,0.2657099688637862,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0690604132612663,0.146798645856456,0.1172845668714032,0.2628796777819696,0.2682606051176245,4.0,0.0699239914256227,0.1463825136698777,0.1170097051739224,0.2646975219039129,0.2683359465513434,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0697833274278081,0.1466991560595685,0.1171700964590957,0.2641680524895887,0.2691552966012628,2.0,0.0685442528610108,0.1466618458121042,0.1170974456657875,0.2618339658365286,0.2668967486892957,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0693933014792963,0.1467832579994894,0.1172338837706554,0.2634264834209939,0.2682982288347699,0.0,0.0697067884344263,0.1463567023576638,0.1168567453083802,0.264021568927708,0.2694174577714425,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0698743902700945,0.1466646069377316,0.1171576523327136,0.2643749523835609,0.2688902044988949,1.0,0.068257820267619,0.1467943431573022,0.1170947109100626,0.2613998447216835,0.2655797701999027,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0692392020427371,0.1468110451214757,0.1171532053988699,0.263305869925683,0.2680804953603489,3.0,0.0693423849758848,0.1463223529363808,0.1168647388898173,0.2635756520918238,0.269282666860506,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.170152603405658,0.1418776202472096,0.1147077937586815,0.4156199231692472,0.3910327966980337,2.0,-0.0740060945820679,0.1421566123580606,0.1149565253692388,0.2291610506111713,0.2269601787003012,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1494772371779644,0.1434030372468981,0.1164911389272893,0.411536111317872,0.3814723218811299,0.0,-0.0747247347896569,0.1458239252572853,0.1177108133096277,0.1725719665359851,0.1856395937826807,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1284789163389345,0.1387895223666556,0.1129832507835353,0.369973082606632,0.3463755278206354,1.0,0.074949212863478,0.1545489503205672,0.1195239189794219,0.2964205327920226,0.3113801375635638,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.161393954590536,0.1421147651276402,0.1137456648913692,0.4258713203010283,0.3910879700268824,3.0,0.0019267662595188,0.1395158504264284,0.1116631651002813,0.2122347251904295,0.1959401765626663,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1507809951038539,0.1405328938113585,0.1130084770555528,0.3946842829625413,0.3664522623073085,4.0,0.0796472420830151,0.1446419656823046,0.1147006891004146,0.2869187276700946,0.2862831041795938,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2355221097065298,0.1306669811577885,0.1060349521377009,0.4968762164105894,0.4402776092752526,1.0,0.0215713348713344,0.1537915595051297,0.1181102655019971,0.2537876964152367,0.2681460219468231,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2516685164533706,0.1348377227996595,0.1102306036590481,0.5189362806355012,0.4616217764718019,4.0,0.1137428204455903,0.1321342587278101,0.1068819509149719,0.3649300271039689,0.361584475649344,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2453024157947484,0.1337014820992493,0.1083676388974947,0.5159269270041776,0.4545979066639355,0.0,0.049215957665897,0.1382531581650305,0.1106969409823413,0.2471562521313802,0.2579495276682868,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2451162923665933,0.1333658633713473,0.1081048463172038,0.5144202413007183,0.4676611145948721,2.0,0.0674318601273648,0.1417471790424088,0.1123866406678731,0.2847461650447075,0.2861434015713509,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2074084086168749,0.1343492325764602,0.1075932431145148,0.5073981511731166,0.4595592702923269,3.0,-0.0411959696212118,0.1507541086974516,0.1179866679173301,0.2218472273768643,0.2359050148677969,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.177179473740057,0.1360359852409598,0.1106387861886331,0.4301019203721923,0.3523350533302206,0.0,0.0779535138345979,0.1523103846491367,0.1222409193103066,0.2849976588023672,0.2584512588033517,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.137342662985049,0.1411779582359314,0.1142732306160383,0.4344813367478134,0.3225113513303445,1.0,0.1021244299363671,0.1359380045969239,0.1111676994497691,0.3661810646738481,0.3539890948898686,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1553164147739931,0.1399973180844379,0.1115240064952838,0.4587214787904493,0.3935031242673131,2.0,0.0161685309803976,0.1500576434684898,0.1191202203125104,0.1536490229743014,0.1735428433106766,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2138266661628857,0.1387267727850393,0.112178232947573,0.5016624723057103,0.4122146451016215,3.0,0.0214855283522171,0.1376242589103967,0.1085480484386575,0.2357061294319473,0.2588875645835599,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.250345756139461,0.1318435140411357,0.1070339490107479,0.5035589676213043,0.4114631645463836,4.0,-0.067405930038749,0.1512991934752735,0.1207128362886904,0.1016183051378757,0.1186919228509527,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3387022201637019,0.1249340680443139,0.1033170104135314,0.6001930629091597,0.5012451709357278,2.0,-0.0313895378058022,0.1459889606256608,0.1190770528232934,0.2115682827264008,0.2327443880960445,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3309696294941103,0.1284628035715762,0.1058138552655801,0.5821649623917606,0.4784960633206143,3.0,0.0890270948148975,0.1259720003887973,0.1024379782131234,0.3384120107910768,0.3172343135624181,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3320535564538183,0.1282835602829824,0.1058125940300575,0.5819497248201928,0.4703767767950723,1.0,0.0427395736476458,0.1293718193297713,0.104801915298623,0.3306525777225296,0.2975091657182535,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3710559666723231,0.1243348808873882,0.1025162321474559,0.615350072484874,0.5330850767261902,0.0,0.0398026683631055,0.1328825087887431,0.1052578916801065,0.2483590335854558,0.2671895488209748,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2923329793838245,0.1258222851454918,0.1017091460482344,0.5590098897950664,0.4964060053310232,4.0,0.0683904898947576,0.1527712035433611,0.1215876999362221,0.3033743326628991,0.2866652748031641,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0852834124562426,0.1469397302394784,0.1156978246025935,0.4071641058501868,0.3703165079574472,3.0,-0.1650504922100213,0.1536167077724766,0.120836405795541,0.1622693337207705,0.1864168678343617,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1075615233763434,0.1418295878797707,0.1119139677941852,0.40678293186503,0.3888133613941837,1.0,-0.0483560971837129,0.1625085921713512,0.1273268869594581,0.1638225200295932,0.1784607331751914,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1561799015237813,0.1418479773312573,0.1130329752653317,0.4265249275698884,0.3996788176022328,2.0,-0.0109455821216644,0.1439840939732753,0.1142196753589795,0.2181367745851769,0.2124287105028458,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1049482191606616,0.14068110136097,0.1129735336908434,0.3551156432234458,0.3360482331201802,0.0,0.1014307566048442,0.1490507238221748,0.1169874808819548,0.3572574961604598,0.3340143856917515,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1391127108180678,0.1358209108252884,0.1090774323384466,0.395210954504925,0.3721653022469902,4.0,-0.0983153690320859,0.1665153221622089,0.1285935831733431,0.1346051087747178,0.1542038304308699,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2520884268369099,0.1309563671527233,0.106285383029149,0.517480303181827,0.464973860189095,4.0,0.0738030689758885,0.1473677450922639,0.1195218303936,0.2734528284038252,0.2477122128752744,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.272242896681633,0.1341091011722295,0.1083100545512204,0.5379065424365566,0.4835862888981032,3.0,-0.0796565828320496,0.1397733836719757,0.1151988189963788,0.0960912527573873,0.1052441093070462,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2191466055557197,0.1325785868011502,0.1078275242938464,0.4913270901654595,0.441708768035907,2.0,0.0609030825246045,0.1539120280867576,0.1238327497174991,0.2721572577072966,0.2542178148450142,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1756268310061685,0.1364789104247556,0.1090783659033538,0.47930503899391,0.4322273576967026,1.0,-0.0181305598471521,0.1575695758814094,0.1204044693658456,0.3334870422271092,0.3326974154362805,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1990082957604958,0.1343121664422657,0.1086128546141318,0.4835160843698463,0.4373086441846348,0.0,0.1262183168986282,0.142878180216409,0.111516634793433,0.3552950215893593,0.3540992181391466,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2597294159717218,0.1340079616191895,0.1091360241208339,0.5166726884037076,0.4260448177393166,4.0,-0.0501264998205877,0.1417197471665439,0.1113482496087626,0.1682801687927729,0.1968731330463709,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2133692453289819,0.1319251622580969,0.1082506039209931,0.4728067860334118,0.3659112448715084,3.0,0.1193857694604987,0.1492856180742786,0.1183997565437357,0.3601335773713122,0.4095850884185457,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1825653180531309,0.1366541737570389,0.1105275106676715,0.4299499549605189,0.3771589882467601,2.0,0.097029236214759,0.1468311264661451,0.1176071160102933,0.3150068411099079,0.3005404312810566,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2290336653005819,0.1324748755771381,0.1085758924389403,0.4955171027622582,0.3886190149343324,1.0,0.0702512737207662,0.1469615787158978,0.1164262990942572,0.2980726309754158,0.2964600483653835,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2018781815275857,0.134421910726225,0.107661910610502,0.4708354696941149,0.4145960301248187,0.0,0.0034217656999047,0.1568928992229977,0.1244686644198019,0.1998794060437234,0.1888175857646736,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2272804785719473,0.1335713480117971,0.1109070839980297,0.5658858081127209,0.4507422536459367,1.0,0.1148821903520856,0.1402252150847912,0.1132712575372947,0.4724122153080533,0.4795742047290674,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2986896386213333,0.1280552882598402,0.1056666314598579,0.5479843821478902,0.45114698614539,3.0,0.1912839613748734,0.129196939512897,0.1046569134195956,0.4406511030287339,0.4321746481699902,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3067219278030941,0.1256830490052919,0.1024443183506006,0.5564815566350609,0.4881529835603022,4.0,0.1281708525053719,0.144748425330225,0.1142064767050969,0.3683455559952588,0.3523331407990239,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3000441709153939,0.1283402000642836,0.1062990447279065,0.556688223370332,0.4475587315113328,2.0,0.1089068783472498,0.1290710279480174,0.1037297972793925,0.348522419885499,0.3408025080707409,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2419709791872157,0.1302873549089805,0.1052682471010342,0.5470114370360918,0.4786189316185446,0.0,0.033024702210159,0.1562568519690608,0.1191725138871186,0.3549912831849746,0.3570577062376119,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1691835956964245,0.1340156510393558,0.1084544201141557,0.4183116587307974,0.403063123034734,4.0,0.017036552735038,0.1615625233289153,0.1295884898509829,0.1677985243522255,0.1490915878157266,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1587990905962306,0.1394040851255894,0.1130471232623265,0.4159178790057565,0.3692279689706536,3.0,0.0147947826906135,0.1387504109896442,0.1128240009641947,0.3587419884950796,0.3595911904403404,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2004385767955154,0.1360136340218967,0.1095368890445115,0.4536217912864351,0.4275149879201715,2.0,-0.1908165012962837,0.1631272564502151,0.1332680796639649,0.0004685886915801,0.0192596234082544,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1228083613207577,0.1431957313968358,0.1136523400171934,0.4492657045613752,0.4001519425515326,1.0,0.0388634135063447,0.146289876734085,0.1153282421225029,0.3650207145091712,0.3610846207680897,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1879010398771818,0.1358503310271109,0.109563235270516,0.4479550024624522,0.4089128356667514,0.0,-0.040342664953312,0.1516596068448873,0.1189875123395345,0.1262422212264893,0.147821508961478,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.262261135085658,0.1300571869453075,0.1063327945449536,0.5204343029916263,0.4558237646040161,3.0,0.0093303130711603,0.1454821635720476,0.1141835017543586,0.2493831343887794,0.2621890802229489,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1728819363267127,0.1333020492845919,0.1078406808170139,0.4367020373603221,0.4005924715450035,0.0,0.1936525379829241,0.1408377450339302,0.1100940621582217,0.4499404351675348,0.420055582189282,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2660982090225724,0.1330167859605373,0.1092627164445861,0.5422502603732843,0.4903334322252016,4.0,0.0574528998729049,0.1365363625955582,0.1105179029472297,0.2785810269862127,0.2845373478425295,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2668050304754187,0.1317738603990568,0.1074615368402815,0.5336957490106952,0.4695032794183669,2.0,0.0761807977474111,0.1357849886071477,0.1090936427646431,0.2792465907263893,0.2909780434324187,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2660254197703166,0.129658285876671,0.1052716174051262,0.5315289506920616,0.4664321851976934,1.0,-0.0191035008239093,0.1468938522705453,0.1151005322831399,0.210256496357454,0.2206682546636426,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3009466568036849,0.1300854085255782,0.1064063025251038,0.5570069991000941,0.4547987341249143,1.0,0.0502440439007391,0.1377066888732868,0.1098795203607835,0.2806778973802931,0.2760093413433763,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2533646378950978,0.1304775217121715,0.1054408034775276,0.5263546344403247,0.4519122860446348,2.0,-0.0857034513466679,0.1555691082935213,0.120456075680398,0.1538333482221156,0.1630414294549746,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.206428520024123,0.1297484724320761,0.1057038814570311,0.4649742934566837,0.3932066662433452,0.0,0.1179606865900254,0.1522812347786246,0.119531938120333,0.3755366708676411,0.4029585729041316,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2417169007585536,0.1298859572286858,0.1059201988706774,0.4998999502399158,0.4213182962827932,4.0,0.1782538545678268,0.1424526128931237,0.1142417849633245,0.442630320317977,0.4222496809918859,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3110907914571427,0.1286723392830899,0.105792111465196,0.5689493207778011,0.4697986101585281,3.0,0.0622021704714043,0.1376204516830692,0.1092524115427245,0.311524946272986,0.29910981743947,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3726952837468021,0.125570344568703,0.1034915849670281,0.615032912337393,0.5124475665619755,3.0,-0.08684029941128,0.1368061102825399,0.110503017573166,0.1309242996911568,0.1819263186004621,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2990605185369653,0.1262226843795241,0.1034569011032649,0.5538527716375549,0.4790297295148036,2.0,0.0451534588313541,0.1518405365790213,0.1188764098452428,0.3022994424646107,0.3063870705860313,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3591297811615751,0.123225004663517,0.1014256397156848,0.6077703732176367,0.50306074133954,1.0,0.2075682268276615,0.1302173502056802,0.1038409167552184,0.4569059980297107,0.4573667862586424,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3279281801118311,0.1287653121347161,0.1069293810001918,0.6125515898232566,0.4973986671350524,0.0,-0.0035641362384712,0.1336383363799815,0.110026733805858,0.2839470853391273,0.3002392807084404,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3372028544251677,0.1232703271167643,0.1018292066953209,0.6011460809290545,0.4916962366747558,4.0,0.072190549481484,0.1419065982675045,0.1132569844663385,0.2835991675826521,0.2879311604174153,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1563254857748033,0.1373865045723792,0.1098702324611276,0.4081261629619894,0.3971958004101632,4.0,0.0093458189769117,0.1593275460272855,0.1264991644931448,0.1820900781036988,0.178539235008843,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1473799515780467,0.1412662630766407,0.1149662103866388,0.407517644776942,0.3743592881791994,1.0,0.0718481708748555,0.14383518377643,0.1149692985017661,0.3070795016525541,0.3132587984281577,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2012368468292703,0.1357109205375932,0.1103909585113172,0.4580362339139053,0.4050876218840107,3.0,0.0836362586865011,0.1458174766998421,0.1161427399134452,0.298675712539766,0.2844250785580804,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1353394478668832,0.1437932002324105,0.1144589609288582,0.4486300570250506,0.4039231943152722,2.0,0.0474344827304219,0.1395266835575037,0.1093659932348195,0.3228784653553588,0.3406489088411943,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1244176780947431,0.138656267284887,0.1117034782556811,0.3780159603509778,0.3386774662707125,0.0,0.1222957484993464,0.1512285266527612,0.121272027786784,0.3828864229857622,0.3907371330123709,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1968548254062666,0.1307665263682693,0.1061025699486844,0.4597317376123474,0.4258502589017494,2.0,0.1767869092627956,0.15093665228654,0.1186384948781865,0.4522411053682388,0.4575186207172386,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2514195683033983,0.1297831031317182,0.1063518204738661,0.5107841154560829,0.453036476206647,0.0,0.1179345210197834,0.1460979819856807,0.114869759600763,0.3458646052453891,0.3427701390749888,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2209327470418538,0.13278588126525,0.1076942577280615,0.489069780320507,0.4234981234083432,1.0,0.1634989747428914,0.1428332071680129,0.1109028594923057,0.4245233203797565,0.3992565387949018,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2484856799292378,0.1329407649246267,0.1087476845050582,0.5160432579578244,0.4542758667477323,3.0,0.160026834679581,0.1346337994148357,0.1056220926001783,0.4137193649077895,0.4149788872042284,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1999432546821359,0.130543916384554,0.1064713644817107,0.4589533361307968,0.4130430431221369,4.0,0.1751374877176891,0.1519512565675406,0.1197523184547616,0.4323658423223327,0.4211033747024866,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2132534554100678,0.1321756759787103,0.1083368118529232,0.4815905802757391,0.4068334376317055,1.0,0.1147785302722496,0.1520319228387916,0.1226501941989101,0.3515019494258179,0.3184702969742033,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2005099649707704,0.1337803764315048,0.1069678514206107,0.504782000800315,0.4398770086898915,0.0,-0.0354920564599372,0.161378685819056,0.1264613982265111,0.2590301972957756,0.2470328517742039,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3037764779807171,0.1273704797834225,0.104357792310914,0.5646061292488901,0.4633183171018329,4.0,-0.0290187763779208,0.1498986314932971,0.1206022076561241,0.1093759208286612,0.119619005283353,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1937530958155169,0.1315271251211336,0.1077003993339596,0.4501036321853405,0.3766491459845803,2.0,0.1324930985277311,0.1466044725218949,0.1156885650314139,0.4169105319326042,0.3747039381722213,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.253957113037043,0.1295097225499374,0.1066778530547153,0.517375403110332,0.420597959158731,3.0,0.0509252475168371,0.1499343998259743,0.1198710903199143,0.3862293862614555,0.415101608540988,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3306235971283375,0.1244237777999624,0.1025947219323737,0.5834708382833503,0.4805273097378446,0.0,-0.0262349606338059,0.1539235516294173,0.1213714904419156,0.2985069091084953,0.3268881701669326,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3589739797892297,0.1253237254272266,0.102612550257121,0.6190463479343934,0.5151631091844674,3.0,0.0306906744369839,0.135755501653338,0.1083814614922636,0.2295377423381024,0.2408181974425622,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2639290809106051,0.1244773337566612,0.1020344798413555,0.5246181162588753,0.4703805733862841,2.0,0.128097200457704,0.1617379306361416,0.1250153184513383,0.3923778418063043,0.3774518542501353,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3095505201185208,0.1280533580501304,0.1052926988606866,0.5722206808225808,0.4749328289155821,1.0,-0.0638650815957537,0.1479763389867861,0.1209528068762803,0.1151213158916784,0.1195144686292545,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3291155617434489,0.1233729117817183,0.1013882968814748,0.5861821162660241,0.4967685893712627,4.0,0.0800119438363183,0.14884196109354,0.1202413160986763,0.3236759522113033,0.2882554360230706,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0904252595938441,0.1439410910134843,0.1158958349107956,0.3124059945750309,0.293774248115552,0.0,0.0440014502767572,0.1516967764127445,0.118802051090493,0.2307168259288772,0.2556173073758281,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0731943063895054,0.1441284278496107,0.1140970297400776,0.3079018207087391,0.3042576953541204,1.0,0.0046818951754979,0.1598430901134329,0.1259169083461306,0.1633029099880005,0.2108989408776284,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.114134778936443,0.1447989350044002,0.11656777675177,0.3506588775919038,0.3268559821768993,2.0,0.0134200905649038,0.1461127441277319,0.1157696819658854,0.1366298842739999,0.1421675611465942,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0253081546706448,0.1454108596864073,0.1171125096953943,0.169880376537073,0.172698752576932,3.0,0.0016361004498384,0.1627073257267579,0.1309770950306422,0.3510318723418756,0.3696649365044314,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0572871736929679,0.1493353175657094,0.1183217831629236,0.256117358052355,0.2267284214393143,4.0,0.0914386689501159,0.1377181866039787,0.1119610324040226,0.3297410017592119,0.312990536371598,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.137787840354015,0.1461150012404265,0.1168486283470791,0.3787841691197438,0.342419471656341,1.0,0.039764963727768,0.1266125355667005,0.1015498869352217,0.2813961695987271,0.2660752221156672,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0862688458410295,0.1450443718042689,0.1143067805587716,0.3851267713981633,0.3645804703988582,4.0,0.0378770645072481,0.1487358903641798,0.116222033689318,0.2721061738434659,0.2528725102306244,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1231539081761757,0.1412788079874202,0.1129916321361471,0.3642497717058795,0.3317018735664212,3.0,0.1334534494692517,0.1432742995314152,0.1136085928097442,0.3694669389282536,0.3794820405430889,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.061065797594984,0.1486953079633073,0.1206030329846847,0.317009976251419,0.3093526430461404,2.0,-0.245265218081583,0.156767993111957,0.1291800029436761,0.3457894871827521,0.3159288769247795,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1351517532743417,0.140482894832844,0.1130730313409245,0.3858804810272725,0.3581433912884492,0.0,0.0446535454631514,0.1509573282179737,0.1200093237157202,0.2248243663471022,0.2381173544582922,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0437203225197547,0.1410613992492252,0.1137011915774616,0.2162174176561476,0.1831593645261073,4.0,0.001806267936676,0.1669269873015529,0.1340554630759503,0.2447565438134287,0.2367084391577015,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1245265825716954,0.1417960159086679,0.1124861522139869,0.3541006022821559,0.3461790714495843,3.0,-0.1061244249149135,0.1586605954735609,0.1298888729588458,-0.0179735901861613,-0.0060353394483692,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0788013827742264,0.1469107421936117,0.1190278604836027,0.3258911284565995,0.2897437938530237,2.0,-0.0274927704174476,0.1490094431809952,0.1207267065671338,0.25729045140414,0.243164415425426,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1279170455559251,0.1421759674544798,0.1136675724034069,0.370294354844371,0.3566298181029827,1.0,-0.1318803472839482,0.1589734677463951,0.1304075477673253,-0.038156531876808,-0.0137095008440739,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1332026010123261,0.1404444035247787,0.1128220999674361,0.3750415487208542,0.3524868548212213,0.0,-0.0596454724795552,0.1588338472326198,0.1213923000529724,0.1249047236209443,0.1591107465561025,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1695700558165562,0.1386271576633185,0.1121423257095673,0.4220104397067999,0.3972875665620621,0.0,0.0482917262983898,0.1475137069422218,0.1167470983371591,0.2372231018149819,0.2324780307575324,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1536561611922235,0.1386360852265737,0.1110556031087962,0.408392462911033,0.3803428868111823,3.0,0.0251970518326312,0.1549010761115381,0.1190063512603674,0.3583950548913502,0.3669620636637793,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1573427338042748,0.1377425057364606,0.1112172027824754,0.4001585664995903,0.3683752140537614,2.0,0.1188552701788286,0.1498398525418943,0.1172377506385934,0.353393773826599,0.3508676249361371,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2021315145601793,0.1351145716960393,0.1091115212278255,0.4538628385956457,0.4284074946323143,1.0,0.0113538208173025,0.1502583076952291,0.1162939653050637,0.2479418376306089,0.2298906381883477,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2047402710475853,0.1395909644541406,0.1128388943617946,0.4638817314554256,0.4143280944863047,4.0,0.0126142879144695,0.1385062267108828,0.1124298356999734,0.2271170659772784,0.2237613413075287,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0694119825387885,0.1427654458092627,0.115561047545766,0.2771928671847263,0.2464608920138736,0.0,0.0558777918987423,0.158642981557817,0.1226460058073345,0.2605043194348377,0.2604129514582461,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0220680946821875,0.147671837138526,0.1184521578727055,0.1793596235621778,0.1773570718925763,1.0,-0.1030284430281875,0.1574900271117919,0.1261970155607985,0.220284674432014,0.2308860942486469,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1065249104489982,0.1467978402217866,0.1171383448901045,0.3309469792857445,0.306949116911845,2.0,0.0469638054918531,0.1388901663437428,0.1112846374187919,0.2287384541013089,0.2170284415186713,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0719130505598971,0.1416224834320212,0.114490855385104,0.2699095813086381,0.2394104760368984,3.0,0.0578388634003089,0.1589444614067926,0.122443879989421,0.2490607569155837,0.2572265335200115,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.015732572026973,0.1476422199909754,0.1166298893961773,0.2067691622097219,0.2227997691111528,4.0,0.0601976230250264,0.1531426658674393,0.1236946479764077,0.3161138304502019,0.3558587020102358,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1568331992726216,0.1347658662062562,0.1092357027752638,0.415713060508815,0.386405621639665,4.0,-0.002191324839085,0.165439568511969,0.124042343045299,0.239966041260165,0.2430355334300641,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1425744181096432,0.1383359443828587,0.1115175708757711,0.3931951415646977,0.3701945633812962,3.0,0.0286928188887456,0.1550099372096552,0.1197086680538676,0.2073287695627833,0.208160540667364,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1173076698885069,0.1434310745995261,0.1133171865436999,0.3798464225114247,0.3513820082363924,0.0,0.0626701169591203,0.1452574835253393,0.1160718746119947,0.2959723120546138,0.2854473834541595,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1253071025763946,0.1371043121679541,0.1099317357091195,0.3662217841226291,0.345127383082392,1.0,0.0116404116080116,0.1603360053289599,0.1260727548834843,0.2105209132162312,0.1780245898278129,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.103695931845552,0.142209638011523,0.1152735802738274,0.3792555159888217,0.3520999804299694,2.0,0.0382525227433815,0.153585440347569,0.1241623119630194,0.2463036398622531,0.252824956525873,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1011837870940688,0.1438425687092353,0.1146949366704491,0.3552582551115111,0.3397051296315739,4.0,-0.0874546470152284,0.1520245097769551,0.1184103148781244,0.0983192871265429,0.1173236047220537,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1345944140079058,0.1416330494964562,0.1131198445122763,0.379276680862591,0.3644201913526848,3.0,-0.1186514448274944,0.1591780319572805,0.1288869850756461,-0.0308966770488999,-0.0014619770327594,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1187715890974506,0.1454931814086672,0.1152060849714852,0.3566251371270454,0.3335496619550218,2.0,0.018416933381001,0.1383075096686382,0.1120378556924185,0.1846210963496867,0.1775085407472996,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0637648426112738,0.1414372230998748,0.1126324882791623,0.3466620611799021,0.3130165052287875,1.0,-0.1179303541230687,0.1778755650133755,0.1350983332067015,0.156194066603501,0.1442123260141561,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0789894714686134,0.1454807002945137,0.1164671215364056,0.2878424124484838,0.2608824913870667,0.0,0.0498823347090996,0.140212735029105,0.1123882980386829,0.3349179580414838,0.359619062817482,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1562439566835514,0.1370080632299165,0.1107796296100886,0.3971992519308951,0.361995781266999,4.0,0.1356940684866092,0.1463089678530542,0.1158929156224684,0.3810261105720526,0.3800497389882367,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1034812620682572,0.1403664059519517,0.1120875843866724,0.3858487708781498,0.3522671705993263,0.0,0.0930096445590651,0.1477771826908654,0.1139898683882802,0.3418163839313492,0.3535470036164703,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1539099542192917,0.1395990849550137,0.1118542178630788,0.3933657715115831,0.3755954453853675,1.0,0.0502381834344487,0.1431637487989273,0.1167111479372902,0.233140949948017,0.2119302588162181,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.205946427259807,0.1355963742161245,0.1103999909221249,0.46166437465549,0.4195260103591861,2.0,-0.1251740970326578,0.1608890254211679,0.1258589761785072,0.1366064212997704,0.1316698523644813,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1472598594732944,0.1387697010048785,0.1119161779332458,0.3866400753520362,0.3483307534860605,3.0,0.1235859564390096,0.1471014419875207,0.1141209015046505,0.3783668548845476,0.3744600953118754,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.040405880830264,0.1450468640211389,0.1171724584698503,0.2144433924951643,0.2051415414641374,3.0,-0.0053725626927407,0.1546969546504533,0.1234348405611749,0.2988608306975141,0.3059058832812228,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0980114402693902,0.1424501116724114,0.1155236523316675,0.3565492962377713,0.3443154049804099,1.0,-0.0648312439812626,0.1611054554248759,0.1288772021866096,-0.0167117908391986,0.0165642005747828,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.084300978953132,0.1459895957356307,0.1166074592361891,0.3088035490917641,0.2665452863242143,2.0,0.096094684540894,0.1429998605793158,0.1147074817666431,0.3421511432908681,0.3294072237161885,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0777747143284862,0.1452671512470985,0.1154890791207865,0.3349808564415804,0.3224415564301827,4.0,-0.0146016250720881,0.155489571204067,0.1182629988932973,0.239323307219522,0.2707359527009775,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0575486392134897,0.1472422028833276,0.1167710552805491,0.2949290859705004,0.2718629071114886,0.0,0.090216886460631,0.1461486237415751,0.11469373293831,0.3301773901689455,0.356883581733038,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1498243868639562,0.1414965876746665,0.1129402805499249,0.3885916943368017,0.3857671439311865,4.0,-0.1034566615138452,0.1523866089451991,0.1220152646934721,-0.0515625338920087,-0.0123535979087094,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1398994754879323,0.1383330695524361,0.1123725232146648,0.3909854271995326,0.3668343528245639,3.0,0.0177134004187357,0.1578201113690331,0.1233751262810001,0.1826056379954599,0.1918938865676308,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1223395214317485,0.1428237931237541,0.1161752532762838,0.3762079126428136,0.3454006642619412,2.0,0.1117166811307645,0.1389914132427326,0.1101956125013046,0.3507662350803572,0.3608066138011708,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1656133486194205,0.1395491737404405,0.1119464982977212,0.4110454556733921,0.3944421953746815,1.0,-0.000672156712238,0.145343616565084,0.1150477050156223,0.1128746097142165,0.1413225452948177,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1422076584149387,0.1410337738942633,0.1125493975001836,0.4001860726966109,0.3775994268483927,0.0,0.1038658407557109,0.1432934826661898,0.1121851187525266,0.340159774961327,0.3346263912709344,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1458425357432812,0.1405411145950878,0.113067464762525,0.3851000167637471,0.3609449689878347,4.0,0.0781139389903091,0.1447476661540577,0.1152421141175374,0.3089452173645012,0.2837450236415541,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.125825445099996,0.146279297067007,0.1156925208230464,0.3955158447959392,0.3724674024840562,3.0,0.0680407709471438,0.1329814281534966,0.1080383311632046,0.3097486001374974,0.2812055425968208,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1620424633119962,0.1420611922828302,0.114315495161311,0.415657907553846,0.3989616469584208,2.0,-0.0514656992143447,0.1454331003873862,0.1181810346847973,0.1171257972879827,0.1227346539445913,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1327172892563524,0.1406505044181749,0.1149239673249573,0.4143121160317095,0.3865792497996602,1.0,-0.0212536524868489,0.1550284603856521,0.1217829266763558,0.1142794896758123,0.13520444681304,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1453617097746098,0.1455133622904433,0.115903871158954,0.3944061122220457,0.3602579604127429,0.0,0.0841696316586544,0.1256390531479351,0.1030188109599139,0.333483169773125,0.3235971998675934,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1460970302266662,0.1382003842776371,0.1110897278749758,0.4171185026676935,0.374036147234337,3.0,0.1122886778849991,0.1501234033766201,0.1145824681603563,0.3849951810963835,0.3880655841009208,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1997118817994296,0.1345306825258039,0.1085676185501089,0.4573047786318596,0.421035049667289,2.0,0.0636092259966396,0.1498980708769797,0.117021028807267,0.3040158311810351,0.286763756206441,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2113387021869638,0.1373127008668046,0.1102113395060511,0.4692797354658515,0.4316272565493378,4.0,0.0583729967681831,0.140357572202204,0.1122500294970336,0.2526723025667419,0.2361864536980742,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1350932709677489,0.1401469333776669,0.1138602254764376,0.3825414211418902,0.3449749071769077,0.0,0.0260736669778296,0.1330237574616085,0.1073484903348658,0.329615236552404,0.3360524173703001,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1436919814713463,0.1378356813977633,0.1099112841865315,0.3916013133411508,0.3695762767839455,1.0,0.1769310161036162,0.1435462764199297,0.1158861984291816,0.4264979431616321,0.4127626039965256,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0863857416108123,0.1462721237530461,0.116378439091362,0.3243298947063992,0.299701398148993,2.0,0.0443023900953081,0.1454984755372285,0.1135284890188941,0.260126604580004,0.2917255870472447,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1141578899842844,0.1454180065100418,0.115241313453078,0.349806682215754,0.3347333776623206,0.0,-0.0051721007895799,0.1415168900730475,0.1130031446418273,0.1391665571091808,0.1588263032453525,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1008781573351226,0.1478558922809174,0.1184375491528902,0.322272393915093,0.3093204395220366,1.0,0.0453094589467581,0.1373165888058268,0.1100152486118526,0.2229826338075723,0.2306708798234383,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.114977823062696,0.1457738953828127,0.1163739639084823,0.3490715320175405,0.334454785989736,3.0,-0.0166944004084255,0.1434430233257671,0.1169567065583576,0.1010648610794705,0.1239967024904292,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1047402072253173,0.1440206349476011,0.1141794118792377,0.3439896287109529,0.3166088554389168,4.0,-0.027239237616313,0.1499104637689911,0.1188533566357825,0.1624033168461398,0.1613753358361676,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1404236324505116,0.1448839776313011,0.1172566162512179,0.3982902528840613,0.3796404334079565,1.0,0.0841857083521179,0.1320989659581152,0.1075668241356762,0.3496223392971393,0.3195732483106328,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1548603845776027,0.1411846926238328,0.1128837924241778,0.397471342692493,0.3885978792324266,0.0,-0.18991133340221,0.1584439922632775,0.1281245212061587,-0.0635107797025361,-0.0134443224084068,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1446737422135265,0.1392815895315497,0.1114971541205961,0.3835099107871182,0.3619355328012392,2.0,-0.0332978360043414,0.1589399259084901,0.1267860760350514,0.1017309025006042,0.0988991185168063,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1684045837214806,0.137102697876696,0.1101761298492032,0.4186670749949153,0.3963653346691513,3.0,-0.0389707674494181,0.1581126113202275,0.1238559269652083,-0.0020572332849422,0.044401465051406,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.130126584981174,0.1415632129586869,0.1119576063746778,0.3807478573269305,0.3671465764351007,4.0,-0.0319993560405846,0.1510409890593997,0.1201517812843593,0.2330781005537485,0.2135701504054433,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1594058968992117,0.1405011098112076,0.1124393667345404,0.4013892449783203,0.3841715470824028,4.0,-0.0574766944489633,0.1491432595369868,0.1200158160016327,0.0051233376386895,0.0195414559749739,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1608793112574014,0.1416480587635616,0.11375294904394,0.4011646152964749,0.3680788887617175,3.0,-0.0524294227178325,0.1466486684136705,0.1183766590107952,0.193420089446571,0.1710738339374961,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1655932451359121,0.1429312014539675,0.1141751594826809,0.4090569405236675,0.3890353923883654,0.0,-0.1503271511015149,0.1469332396435746,0.1186070996882992,0.0346002288572543,0.0650764458467147,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0898040684529112,0.1419524643727056,0.1142277778959764,0.3037317774521353,0.2806487622096389,2.0,0.0802312512847706,0.1450874614496316,0.114870484839821,0.3324331084313109,0.3386992965319683,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1503245474191973,0.1394811858870888,0.1113641779337587,0.3916382701753261,0.373673089081459,1.0,-0.0389569912488589,0.1510982936476053,0.1197001388401872,0.0492533699232746,0.0775175073036917,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1906959069814094,0.1369487035422079,0.110381456710113,0.4417270337449763,0.4068533647132643,3.0,-0.0063481605364514,0.1520112436632141,0.122327766431765,0.1776574261541569,0.1472386028182442,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1877037120653735,0.1409918252623269,0.112322647850125,0.4567383687535278,0.4325410061473732,1.0,0.1204381933434802,0.1301953149419723,0.1069649314801961,0.34971664761236,0.3083695531955767,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1664827994647274,0.1367417494377956,0.1097422057318464,0.4242479757096468,0.3862682045820136,0.0,0.0665450373506943,0.1534751813462664,0.1190077617479756,0.3376146481596556,0.3251788681375993,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1482138506305583,0.1390381087217677,0.1118996101790541,0.3951073037151762,0.3658508098699745,2.0,0.1229350767339853,0.1443970090796423,0.1159406621438264,0.3605395424005532,0.3551969678910436,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2211330550843793,0.1330642649793258,0.1081442399794886,0.4722690075752189,0.4211732841692115,4.0,-0.0131842999634341,0.1561962533837994,0.1205218773100321,0.2298088516116461,0.223844190028432,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0820539258503642,0.1430315150957074,0.1150218067289057,0.3055615431204705,0.2857268835728089,0.0,-0.0152324683149493,0.1564909954546049,0.1220921998696695,0.1103906458308781,0.095521290975829,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0753499852238309,0.1517078919616416,0.1210681257454541,0.2868012035712334,0.249267853968871,1.0,0.0547088145991321,0.1289375055364962,0.1064452468747449,0.2664208264358058,0.2430482248366902,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0856587709218587,0.1445265814617011,0.1149836810621602,0.3161868414689899,0.2804772809429734,2.0,-0.0436020187272199,0.1563052394620767,0.1226478903541739,0.1697917578631769,0.1644492791673905,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0608512975134307,0.1475530946986616,0.1174232575321493,0.266886218766628,0.2220080764149353,4.0,0.0937130324778472,0.1430797182322677,0.1187794646339237,0.3444386429208054,0.3263758498475131,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0631267538104577,0.1476959514293226,0.1178993789582142,0.2603129566598394,0.2514998037033356,3.0,0.0544593868367073,0.1463460123787418,0.1172734346125994,0.2348865701365863,0.2307222924193089,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.092056430184457,0.1428540036497995,0.1132190616579281,0.3204223918494774,0.2889982042952944,1.0,0.0359633073237475,0.15614555256765,0.124492910813996,0.234278863578407,0.2022028380522981,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0809602261315851,0.1451841982249692,0.1153417347985964,0.3124459833998794,0.285639632627335,0.0,0.093181867646513,0.1454519890631643,0.1154193528880831,0.3518399814425981,0.3062118969509442,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0968763009513666,0.1433006435840069,0.115050310163669,0.3320388183196714,0.3088089718716506,4.0,-0.000831714461468,0.1479908996174367,0.1190980638558202,0.0455244898642384,0.0496132437613013,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0837001013178819,0.1471827437277721,0.1196108963441599,0.3391643529246153,0.2972934573861769,2.0,0.0452228846461755,0.1434452811703135,0.1148637840639974,0.2896524660980764,0.2881072771020699,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0481634623819344,0.1449864179422011,0.1176517386173551,0.287794945926962,0.2447741147741761,3.0,-0.0139227056918103,0.158621330659623,0.1290455374473563,0.3555211445351166,0.3324783438277741,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0772291051229889,0.1439606915615616,0.1152889987141478,0.2812784770863087,0.2420781566654175,0.0,0.122951530375752,0.1499272767705178,0.1189865884797964,0.3746722885360868,0.3616425639665466,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0881631836441609,0.1449649979677589,0.1158872632792998,0.303366471754011,0.2833067687017949,1.0,0.0379932935373994,0.1477604008843306,0.1185383964967087,0.2396131699534244,0.203154851150927,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0940665907552591,0.1412766350935007,0.1133133299148332,0.3149890029285009,0.2923300167790713,2.0,-0.0237716722050747,0.1578605228961496,0.1230489701262317,0.1682472822321754,0.1708810738374412,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.089206119031617,0.1445930194323192,0.1166243905669716,0.2986814989853669,0.2589863349011758,3.0,0.0847367005610241,0.145987780630927,0.1147386838908343,0.2983772571412784,0.2757424569967822,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.086028054924839,0.1477212688928751,0.1174192023957485,0.3118240874962713,0.2597001782660691,4.0,0.0598401543121183,0.1411609052807948,0.1132502339031504,0.2626326423716992,0.2232486139644801,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.118169141791067,0.1428539433690261,0.1139388774109399,0.3480427289530811,0.3280400084508316,2.0,0.0282919664266054,0.1467607377508318,0.1185343813051872,0.2045334360401663,0.1626877800831295,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0891549903571451,0.1414324887935483,0.114531515332242,0.3051795158817167,0.2750926173089198,0.0,0.1705013102709337,0.1486890451611998,0.1155564105586144,0.4472201853404864,0.4430853761428151,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1126001515428832,0.1448108733460846,0.1166820391944364,0.3626226896951769,0.3346283578142826,4.0,-0.0380838537498242,0.1465601253255206,0.1204915722740389,0.2368037925457974,0.212612154543878,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1483281495613706,0.1450045935076974,0.1160491967607098,0.388080125484431,0.3587936386851669,3.0,-0.1201328870378282,0.1421416596915264,0.117739018025223,0.0529510369369204,0.0333112926137854,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0870155988789502,0.1416502213817995,0.1158961210604635,0.3331736446308053,0.3007798491802286,1.0,0.0975795416809049,0.149721426352984,0.1185475064044796,0.3372633573296721,0.3063517395859688,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0651405449476707,0.1492522670193473,0.1174375216600582,0.2877797441293167,0.2586964162871986,2.0,0.0288892245031284,0.1414653720135827,0.1151941848518994,0.2675584207366922,0.2393921046251191,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0830049192605766,0.1472596718056983,0.1180102126052794,0.301708025111144,0.3061452359030751,3.0,-0.0431798543554726,0.14859945171577,0.1184931657111318,0.008742992044396,0.0108885676228447,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0492493309177055,0.14549039631253,0.1157712323326349,0.2362681969776001,0.2163755390625717,0.0,0.0702365006473557,0.1561825171953424,0.1250223828405388,0.3234559998489774,0.3272202496714851,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0759686136649184,0.1499474878916132,0.1191844123160368,0.2865974489382946,0.2896969498124711,4.0,-0.0296137508407519,0.1392932703411905,0.113560714410423,0.1826228042464367,0.1832186165433929,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0444592102529846,0.1513263472691964,0.1211877161035798,0.2204702798061856,0.2067347562661621,1.0,0.0623806533050192,0.1390366956411994,0.1129131231943956,0.2861995631199071,0.2838714118759586,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0450357993009554,0.1454631525842007,0.1168063643732141,0.2331066841667144,0.1976702522137469,4.0,0.11108136102897,0.1503609287720169,0.1207408115469974,0.4708630410556513,0.4580718297248626,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.108548971318935,0.1402370406622301,0.112999164238745,0.3337453600248013,0.2978030420252606,2.0,0.0375568958440121,0.1546519929094261,0.1212130598599967,0.2378248308126791,0.2200901120586162,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1179452229668169,0.1434955677210338,0.1147520920110956,0.3524076731934727,0.3292555343435577,3.0,-0.0736652258736441,0.1516100908973422,0.1245696697184538,-0.0731198734869488,-0.0768244674637294,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0830303880967985,0.1464942388420347,0.118838122666993,0.3222531030064399,0.2806474418822428,1.0,0.0890782230092077,0.1411235316087984,0.1125858701700835,0.3381236968448133,0.3297009511898457,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0254696041868253,0.149182240700081,0.1194514502601907,0.1629228059480472,0.1556299378172256,0.0,-0.1290699569239699,0.1487985267863758,0.1214400905589887,0.2437290238889565,0.2436849571265865,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0929951783095591,0.1442837533728031,0.1156096448188402,0.3107336668856774,0.2737314322393641,2.0,0.045425204701636,0.148672223608543,0.1190386446959848,0.2265460095034945,0.2004736221498084,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0556732275147418,0.1476245539311613,0.1185626116344492,0.2881252860254975,0.2643172168955019,3.0,-0.0129573764371686,0.1470367338511425,0.1186045466095537,0.0221961322327844,0.0181541781480037,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1080767391178627,0.1474831907778566,0.1173535660928138,0.3350074812195228,0.3045067134363672,4.0,-0.0182114452248738,0.1354500527036716,0.1121611395178314,0.2294206824443697,0.1769043559720405,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0489149644553555,0.1440630559206703,0.1155720026148989,0.2270996562008699,0.2070420836881371,0.0,0.1090257135633545,0.1522349094960261,0.1225429807455318,0.373297191295587,0.3884842416363948,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0724968986779518,0.1453876520989171,0.1149899373014602,0.2876070217134841,0.2662437754782547,1.0,-0.0400138985507607,0.1553288748683666,0.1258887595801562,-0.0061022693764656,-0.014440891520407,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1199657477956898,0.1407070769582726,0.1119135508991152,0.3484526971300564,0.3213328838077686,0.0,-0.0086429081476455,0.1537912518137453,0.1260473086004808,-0.0242918573107051,-0.054071540244404,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1196725591936734,0.1397564238752962,0.1124260450757955,0.3606268944861204,0.3242980929750849,4.0,0.0386160857023997,0.1584992026443946,0.1283010779078608,0.2195569125995689,0.1919833064733471,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.081967994398121,0.1463772069328622,0.1188168410221669,0.3134200238648502,0.2769855508691901,1.0,0.0390355269696497,0.1366250178132896,0.1103208955506451,0.3269059695095485,0.315753902110168,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0656287583677136,0.1429196907747059,0.1145962817513769,0.2583618344672723,0.2380809834451752,2.0,0.1909985665761865,0.1443850043977328,0.1162708206821283,0.4551378383372941,0.4404779253483592,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1439970798221166,0.1434597170208712,0.1140806013947373,0.3798296316157526,0.3562999768247186,3.0,-0.0393379933263182,0.1450896286977949,0.1198366339505088,0.0097650915351599,0.004280236946765,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1068950203499518,0.1445754517641548,0.1154681721926236,0.3398616113960142,0.2912847328440747,3.0,0.0362700043857134,0.1465654476153073,0.1172322306251625,0.1987357871464451,0.1814457928122123,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0772481694719753,0.1449282425446631,0.1157613092403385,0.3196067552246467,0.294875202053484,4.0,-0.0449846027633407,0.1518910916280745,0.1204568411409311,0.1214462429682002,0.0520485369889908,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0940569067050725,0.1433751176088977,0.1149973079768503,0.315292148936399,0.3076275456173103,0.0,0.0158802744493418,0.1542651360035694,0.1211422040635548,0.1550984962404571,0.1509705970804578,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0977705899636859,0.1428325534104694,0.1158657666525024,0.323982846231504,0.2881931394797534,2.0,0.0264001886353197,0.1544382817060311,0.1199725946333038,0.2355273788244548,0.2113614680661112,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0740820960147915,0.1441985710189862,0.1137686565172436,0.291367102278071,0.2962821932661134,1.0,-0.0744644674717638,0.157549444599397,0.1271503357538515,-0.0658456874887056,-0.0529162463136617,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1322858017041556,0.1469482596135303,0.1159045339008064,0.3753992937566945,0.3523173114979782,4.0,-0.0885707865847658,0.1398164467869003,0.1159374554134907,0.0162247038301697,0.010297737095427,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0787290868469401,0.1437888818028891,0.1158827992313002,0.2926729977940629,0.2541916273996688,0.0,0.1331511755658979,0.149482819327031,0.1175860945557956,0.4050895467721294,0.3985480761792812,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1090691651646303,0.1441247072123344,0.1162042801347217,0.3405310514396863,0.3003487173301446,3.0,0.0695406343291202,0.1445139268892235,0.1147708825823737,0.2761224438127395,0.2591512758258503,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0710979697631171,0.1444728366006696,0.1156627612274236,0.2740837506118694,0.2401813978259309,1.0,0.1190169443565576,0.1477827773635203,0.120350261930884,0.3831864924796115,0.3333841544596541,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1051815634801155,0.1416025414680684,0.1137828448817676,0.3294601278475543,0.3058653939984304,2.0,0.0344673781919652,0.1542369618046322,0.1221984120632037,0.1976983791759568,0.1518451510880537,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0630571814643935,0.1445431244672304,0.1147336775030434,0.3224881576531346,0.2959782601267451,3.0,0.0520306430023485,0.1540056516845476,0.1201315704428562,0.2620454207269334,0.2396141715819163,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0993267109574653,0.140989697881147,0.1133452835048866,0.3186325396292296,0.2841196001461639,0.0,0.0844589665572286,0.1538853109707242,0.1200356167535609,0.3577309474548084,0.3301332968905865,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0960558582904912,0.1405940702322202,0.1127138618930249,0.3260082117580563,0.2994969813118781,1.0,0.0435424451334378,0.1573823873002436,0.1226434849095958,0.2939434713742894,0.27842227721755,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.106606260973261,0.1422808311792913,0.1124947876568271,0.3296436397697321,0.319243206549283,2.0,-0.0734295840489265,0.1569817959360272,0.1288097543047222,-0.1142970429542227,-0.0930083497246753,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1112024809254556,0.1454187795362501,0.1165896980713912,0.3480635980670528,0.3170636373551188,4.0,0.0493701909952604,0.1408185489355664,0.1102761144446013,0.2585761921253398,0.2508863492170585,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1180901288579956,0.1375168379366704,0.1104102777161748,0.3563417678293817,0.3388678523378129,1.0,0.0004123218623045,0.1626764872844206,0.1267821859360527,0.287254506301853,0.243748787863245,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1391119223816673,0.1437749981883497,0.1149684623481727,0.3807380272916522,0.3474073937214384,2.0,0.0804401240770503,0.1372948421175121,0.1109068192207811,0.2851498582454954,0.2674866689633846,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1276846706573411,0.1439038164692566,0.1145325338192514,0.3801857777934215,0.3500405031301135,3.0,0.0751364424529821,0.1400344894641171,0.1123933745575322,0.2880985622660817,0.2579205026012665,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.092736456475779,0.1460025731872372,0.1165064182380444,0.3095253418297974,0.2813454613378189,4.0,0.1431396802317995,0.1305929481722461,0.1077274383720755,0.432868938553161,0.4296413579523869,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1428426376285905,0.1420166116913521,0.1140080705405226,0.3830494654887333,0.3538657888611422,0.0,-0.0035927005416822,0.142602448204297,0.1163643518380849,0.0968792235713306,0.1055710414998482,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0712331795403907,0.1411941161111159,0.113268040616704,0.2888753849172555,0.2551032485635601,4.0,-0.0158280694121653,0.1644166913119666,0.127805066056792,0.2800531600656124,0.2435314463992017,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.043184468719713,0.1482825369739948,0.1193891361512284,0.2147045902320613,0.2171064282503528,2.0,0.0225002192666393,0.1489057107583268,0.1198220413290822,0.319397437593158,0.32972663209157,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0477449254635063,0.1497365068869004,0.1201130416538158,0.2497763887566213,0.1893765904364586,3.0,-0.0151671964786899,0.1358189271933985,0.1104751572882496,0.2307014625002083,0.2227667386173019,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.088715001833407,0.1450865200402533,0.1165239692208324,0.3081382322977752,0.3006527480947601,0.0,-0.0621982364911082,0.1531556682272364,0.1183995872875808,0.034761266348584,0.04835334218917,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0861015289799435,0.146733556660263,0.1169956477651497,0.3177532451666809,0.2858980400036648,1.0,-0.0269221947508464,0.144126179026374,0.1159020527867647,0.045689157574064,0.065560233053189,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1231485812633537,0.1438995945820691,0.1164236146173321,0.3563311769660575,0.323287723147046,0.0,0.0792578985244358,0.1414813358865129,0.1112244726771317,0.288050652638615,0.2798192848642873,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1116676542663942,0.1454326157139883,0.1151261386443316,0.3396830076204389,0.3118245852918915,1.0,0.0066195833517073,0.1408323526816176,0.1159028122008378,0.0989962065208264,0.1053555511607817,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0689897978909437,0.147481090556603,0.1180277875975499,0.2742479507565564,0.2314293930585579,2.0,0.1231072505989802,0.1338166841810603,0.1094188184950122,0.4237584701863433,0.3754972412100819,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1124661862109509,0.1459002100061315,0.1157095146058991,0.3491355542770948,0.3181374992050927,3.0,-0.0134170301003757,0.1415735837746392,0.1138400219022083,0.121426309682155,0.1113684581584665,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1080952038923394,0.1445197355696805,0.116190826864284,0.3345370349674886,0.3086600889920665,4.0,-0.0183213039576353,0.14992613639722,0.1205346388185972,0.192003527805606,0.1662728327837587,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1079325654143283,0.1443650754606112,0.1147941851208919,0.3565992666460093,0.3359837922686255,2.0,-0.0411870256072193,0.1527715651647097,0.1215456530909341,0.0829588843378617,0.076711484977564,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0728764520024239,0.1457132859154774,0.1166985523197219,0.2713627790743318,0.2452772713432656,0.0,0.0472591002302325,0.1433052345469249,0.1170429788646467,0.3632314341123216,0.3459370786983454,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1312352440290721,0.1453867440556933,0.1153088272543233,0.3720117858875195,0.3544176461399103,1.0,-0.0841134355653578,0.1449557125647913,0.117688335361399,-0.0315918653294268,-0.0222293478350414,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0729021634410604,0.146179870812538,0.1164116663014192,0.2944545424090357,0.2710228545573342,3.0,0.1578544485182855,0.1382486023647905,0.1108620323594599,0.3978260144847156,0.380695876335526,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0775408829795728,0.1459236105515151,0.1176205872918612,0.3279978365046823,0.3066072566940178,4.0,0.0174253619617457,0.150537900653104,0.1228475527286471,0.1774173657889743,0.1512854601041836,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0797216454820793,0.1400964321550151,0.1140731435835413,0.3005804295100497,0.2719221739988366,2.0,0.0941734695963951,0.155481093492464,0.1229384974388864,0.369705138320992,0.3679520386115681,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1421878590245036,0.1420129471243436,0.1137308485027846,0.3787950868363735,0.3527157789788909,3.0,0.0038924765637786,0.1447455457070828,0.1186717050561428,0.1463483191988825,0.1509833651921966,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1370020147835009,0.140617373191558,0.1130853630481419,0.3750998596857128,0.3409296142749972,0.0,0.0849577149852041,0.1474138651757058,0.1157333257275265,0.3092640059193314,0.2931622241596015,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1505207067618713,0.14021054805857,0.113756776624038,0.4069567866629232,0.3758184161219224,4.0,0.0496943092633976,0.1480017769550677,0.119209236073403,0.2420318448457175,0.219542058955167,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.131698033106472,0.1410421389373087,0.1124874389988681,0.3753018678068232,0.3495506178004669,1.0,-0.0190166778700784,0.1475427287573627,0.1175386486690236,0.1772803684149969,0.1438051070376897,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1323315105059721,0.1415239413514291,0.1133608673504388,0.3876048948413794,0.3567757441746888,4.0,0.1319265518425988,0.1422122299690322,0.1137983074101209,0.3877757971005256,0.3572337285080114,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1167682620156538,0.1429305548804605,0.1159897406775529,0.3751757896691655,0.3459488583934391,3.0,0.1222860138881424,0.142430433319333,0.1158486993989047,0.3808055112459118,0.3491984724058073,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1418164101015666,0.1410932961333483,0.1130526629472743,0.3902298951248363,0.3677146130115908,2.0,0.1400108205033771,0.1401652605298441,0.1124997604875218,0.3863578282248758,0.3638341807230895,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1403718970783052,0.1411324502464882,0.1127772091716928,0.4088502555088439,0.3821841045993228,0.0,0.1386610375642577,0.140593247497487,0.1122234543135844,0.403655006171892,0.3759893361107057,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0938774221938694,0.1446890288069651,0.1178181431347366,0.3638998030261223,0.3377658652452108,1.0,0.0962833900878981,0.1448518341862613,0.117775942245283,0.3670511242749182,0.338066835066573,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2191491221729483,0.1344211737978201,0.1082901810944442,0.4814906177930569,0.4444285425546858,1.0,0.2147503779893282,0.1345983613837109,0.1085443607361094,0.4749373480971777,0.4374561038776409,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2174217227513137,0.1344741258803002,0.1091684700164053,0.4782326768069826,0.442435152738993,4.0,0.2171849222215692,0.1347746412492345,0.1095518473637729,0.4787653820334699,0.4450612426248886,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2032867817299531,0.1357685186174284,0.1089661816607097,0.4798757461773944,0.4395863876008352,3.0,0.2049389731908356,0.1354827422790128,0.1086574930337337,0.4826577608294063,0.4436430808181585,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2107338280561034,0.1351273975229945,0.1096303276996343,0.4858890430456762,0.4496694543489496,2.0,0.2128996386753937,0.1348237780301574,0.1094340283220848,0.4879423337798169,0.4513070319864599,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2063782912197652,0.1354654966326011,0.1085640817957453,0.4845554605787264,0.4474032787209551,0.0,0.2099456070842411,0.135211904997904,0.1085699326933357,0.4878467943542353,0.4495366973418014,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1621778610368894,0.1390308654792752,0.113146111439229,0.4167291394277893,0.3594326544178428,1.0,0.1734386727429726,0.1389192973630791,0.1128825014005899,0.4303450058170402,0.3712744439139127,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1661905768797957,0.1389200050039409,0.1123563260183064,0.4086020566644568,0.3430404947300932,4.0,0.1656438599168402,0.1386844417782536,0.1122274029620962,0.4077542480333917,0.3432665160107253,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1939336127892507,0.136686434213945,0.1104908127650638,0.4449784668615468,0.3903994066248331,0.0,0.1910492626492637,0.1361660183850341,0.1100267924779591,0.4415839623074148,0.3887716668200809,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.202940808347098,0.1358284499367757,0.1101137478940278,0.4876310202905446,0.3980786946176712,2.0,0.2035255731068941,0.1354805470834097,0.1098015725030253,0.4888079459585196,0.4030263939248898,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1975031634169657,0.1362580594569572,0.1104468356500991,0.4795237694069372,0.4013844166443635,3.0,0.1956437778393057,0.1362828618587726,0.1104710510210481,0.4761764124997723,0.396686381891936,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.256853259327384,0.1310989702549309,0.1064757078255906,0.550810182232348,0.4658827658726196,0.0,0.254840206891688,0.131266847162967,0.1065405037296381,0.5497380135685473,0.4663311357229209,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2642518511655729,0.1304237427408136,0.1079128263118486,0.5559882770061995,0.4779318190964846,3.0,0.2605817137781914,0.1308432075157659,0.1083297815862435,0.5504220779631558,0.4687506554136185,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2047426430190421,0.1355344025644452,0.111232302138667,0.5027933461680858,0.4609804315441809,4.0,0.2071939265737178,0.1357300105410777,0.1114105789954204,0.505010703969854,0.4635934605464565,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2807952096063392,0.1289715599397189,0.105542838516154,0.5367558599548404,0.4702277750864292,1.0,0.2783335574910078,0.1291739842673677,0.1056786740979553,0.5344237477868665,0.4666485106876602,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2645677115787597,0.1303866814426344,0.1058611295875171,0.5186170424510836,0.4724839028038115,2.0,0.2609193988652246,0.130850995378368,0.1061461275915339,0.5151024625622229,0.468748422852218,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1182638903516031,0.1427967737145548,0.1155136051673854,0.3644936980069142,0.3454724725215012,0.0,0.1192033968089242,0.1427313204883903,0.1153404470970056,0.3670182475681351,0.3474490755403227,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1292031907149088,0.1419584832496432,0.1134582599307708,0.3734659664712432,0.3520212263452176,1.0,0.1288139404155399,0.1417492372553476,0.1131020092782582,0.3735607059769508,0.3547350278042765,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1366076522367085,0.1414019314869286,0.1140928427557389,0.3793909574958375,0.3506203773694323,2.0,0.1377344164573896,0.1408285569657617,0.1138242540445667,0.3812507872058772,0.355913571992394,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1158411219628958,0.1428268229462513,0.1157774518929085,0.3651708756986047,0.342110735948695,4.0,0.1187043271899133,0.1434315969854355,0.1161061944495439,0.3671905780212733,0.3437859745048528,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1076319605224048,0.1436552270520951,0.1138113212097875,0.3844013521832944,0.3630571719053894,3.0,0.1044365297702807,0.1439210412006059,0.114008530003891,0.3813709780297884,0.3580412148948728,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2163343816043106,0.1345771910005955,0.1086309201866623,0.4856681570085866,0.4407336567108251,0.0,0.2154973573716707,0.1348812234672765,0.108924893317825,0.48496414766339,0.4398005279839359,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2160287738973927,0.1347729845270414,0.1088872011440112,0.471288598197241,0.4419738915210701,2.0,0.21717465412411,0.1340582573603992,0.1082927941614497,0.4722724051172149,0.4428414604036795,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2138804458648943,0.1347628200728194,0.1086512145008361,0.4840043480748304,0.4461354696250661,3.0,0.2143529528521959,0.1350789112627916,0.1088140626193139,0.4855469336066367,0.4485960403432118,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1905394464180232,0.136710076598303,0.1094810593789279,0.4657206151281567,0.4297803986483644,1.0,0.1955794773809186,0.1368362806639481,0.1095416440827947,0.4738317781435238,0.4402472587110467,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2092054807439858,0.1351544488658751,0.1103112288159054,0.4775166012549877,0.439259846851463,4.0,0.2109554974909681,0.1354042974206688,0.1102977481079762,0.4804427334550106,0.4423772266461364,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1595433391882822,0.1393910752063178,0.1121654579252422,0.429387555625568,0.3799625609901401,2.0,0.1604520490588288,0.1394417285696015,0.1120192527011511,0.4311001158751711,0.3801699422107755,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1953663187734652,0.1363273915828769,0.1103658442290619,0.4451430275241735,0.379883347716402,3.0,0.1934676266381333,0.136915001386584,0.1108009479661688,0.4429568922776122,0.3815495524240703,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1662437864684474,0.1388766251876633,0.1114019561230881,0.4359692067621976,0.3742628274388736,0.0,0.1667527378864317,0.1387480957620945,0.1110519337359795,0.4367819689382524,0.3760109358582295,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1834545290714742,0.1375394939236723,0.1110161446462817,0.4307496569857348,0.3728875556987745,1.0,0.1865491727299951,0.1366694276169535,0.1102017186973967,0.4337642990269785,0.3744684348576873,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1771176583543403,0.1380032043792186,0.1117684351373689,0.4245465758748838,0.3623076413395045,4.0,0.1775482143256277,0.1377055205414615,0.111502261927856,0.4251782985914483,0.3649273766745622,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2835643504609945,0.1288233982514211,0.1063038105469109,0.5650565634730244,0.4794161695025065,1.0,0.2799255497184493,0.128627933179229,0.1062386383737089,0.56043119868585,0.4760760222620541,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2616449356561116,0.130715603759001,0.1059558447815681,0.5223690034361324,0.4724287598375378,4.0,0.2578419327971667,0.1308421436773606,0.1062467501410369,0.5179076964088287,0.4662358713438385,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2164451706689762,0.1345614637103749,0.1103777853372041,0.5024020568250313,0.4669867140335101,0.0,0.2170531317216114,0.1347715095341338,0.1105450793544063,0.5041789707887245,0.4682915363465656,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2392867327439813,0.1326838947750705,0.1097317416635772,0.5560252034299867,0.4731203967746256,3.0,0.2383280730040016,0.1325342943896853,0.1096742485417045,0.5574784809925014,0.4771174288920325,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.27148572416306,0.1298352968938108,0.1071523508187518,0.5487573203042395,0.4728156238040515,2.0,0.2678124170448989,0.1299854225759196,0.1073299081903416,0.5441887399114106,0.4705985180317035,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1442141247712385,0.1405655407155514,0.1124670941763802,0.3948466262193473,0.3668747767333299,1.0,0.1434758724277343,0.1412069249808113,0.1128379668855992,0.3953504605002381,0.3669374190156563,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1528844580952375,0.1400401012473133,0.1129417105283037,0.3972749853908184,0.375666679548693,4.0,0.1500750219463642,0.1399039133244625,0.1128585061589345,0.3945454843418276,0.373924274174895,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1570027873653811,0.1396478741352341,0.1118285245078987,0.411870254980927,0.3829384977592636,3.0,0.1590975152093847,0.1393649031653346,0.1115407137460343,0.4128873658831101,0.3842883274749777,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1481070723207613,0.1403696791601015,0.1124041014731261,0.403033237344369,0.3764307757229382,2.0,0.1496061806499589,0.1402057176598129,0.1119664252589935,0.4058508999005167,0.381746278467055,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1198046316243979,0.1427423484849609,0.1133191289510943,0.3917190070881499,0.366438135196323,0.0,0.1180385197295286,0.142542813426865,0.1131969638538432,0.387073172874338,0.3630406081933012,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2344246086553932,0.1331460628088869,0.1077587640649157,0.4968383379543615,0.447962874197936,3.0,0.2328701223199341,0.1328535155327584,0.1075177271950231,0.4951091252197304,0.448802107258701,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.21596798715433,0.1347038548928245,0.1084344773353964,0.47794313369361,0.4418668226410665,4.0,0.2225583718729589,0.1338933513010478,0.1078518234830839,0.4845605248716232,0.4462775054528413,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2276189707145787,0.1335680341986045,0.1079452637821319,0.4942727345514907,0.4522759990682415,2.0,0.2300169355990424,0.1337726072963214,0.1081054918019599,0.4972240198974451,0.4534054146720651,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2245258406437323,0.1339607183719241,0.1082839170364189,0.4854018517168748,0.4461776260541809,1.0,0.2205764591825894,0.1340854171497997,0.1084695134468111,0.4803272871328276,0.4398748304142641,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2102963771299093,0.1352317267921393,0.1085938713038273,0.4938668684843773,0.4477895261665147,0.0,0.2049148170144208,0.1352364458596276,0.1087052348460965,0.4864781321982109,0.4407133447921679,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2234351950432448,0.1339492249886062,0.1099836952210103,0.4944992530713686,0.4238361584778072,2.0,0.2297787984616091,0.133714810139115,0.109893548174515,0.5005587539038229,0.4312986761996493,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2299108217581382,0.133540201282254,0.109176088755526,0.4956535097779486,0.424076959521318,0.0,0.2275906092278181,0.1332983964790616,0.1088668586821801,0.4944955601304405,0.4248433830795023,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2304288597646694,0.1332810008437853,0.1090012232056865,0.4900672256313759,0.4259299515617901,1.0,0.2361952081830649,0.1334077029642256,0.109162726030427,0.4946389524532562,0.428356657879811,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2484425271729,0.1317805205604122,0.1076980124751243,0.501658798529252,0.4166362533451468,3.0,0.2504729450279336,0.1318830615312945,0.1077499582250032,0.503817019512077,0.4185978375318997,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2167648306670471,0.1346264091346889,0.1104380256626688,0.4929010329363661,0.4306980859010964,4.0,0.2130778249159457,0.134743456640521,0.1104491709059367,0.4889425375186541,0.4270645981900465,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3114531941081871,0.1261524353863425,0.1035872248958001,0.5651169232971893,0.4914550705015705,0.0,0.3115529303864729,0.1263255920070428,0.1037387865488442,0.5653396380413034,0.4925968291593132,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2879274069922497,0.1283454286862244,0.1060003105085011,0.557152633006311,0.4834164528238801,1.0,0.2850206101612278,0.1285126192282606,0.1061188212765409,0.5550726068681929,0.4815896689582593,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.308863641540004,0.1263562891050799,0.1041202787522569,0.5613898732854415,0.477697117876611,2.0,0.3059245184962978,0.1269752614409112,0.1047742118619515,0.5592506000682352,0.4782832815448299,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2998065539196962,0.1272186262579406,0.1045016414027409,0.5489424238885459,0.4718983894693813,4.0,0.2968192963941195,0.1276572896294217,0.104834390555235,0.5459073478942701,0.4687726929648875,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3093969543476946,0.1261737092684315,0.104177896660359,0.5656114379607583,0.4851920888375262,3.0,0.3139754681064274,0.126767397851197,0.1047492916500962,0.5701786121521896,0.4876363508861074,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1312147165193365,0.1418693254552734,0.1154169953840463,0.3898302252488138,0.3634169429391592,0.0,0.1300832692079306,0.1413444310556261,0.1150300456568464,0.3902600563037221,0.3632543984193249,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1364778474042701,0.1414400489223954,0.1125958585667211,0.4169911979704344,0.3876205694136664,1.0,0.1335712044252963,0.1410574141206952,0.1123581063782104,0.4141363240774574,0.3835571857059291,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1189403066309618,0.1427815274343707,0.1131985687044781,0.4037132558987256,0.3832016124016794,4.0,0.1170748846048772,0.1427454967965612,0.1129716666502093,0.4004942348106543,0.3790932411790523,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1371634375528005,0.1412476142609829,0.1144362090475839,0.382256292070315,0.3531312218144621,3.0,0.1369697936375544,0.1413269748265412,0.1142448136004406,0.3827625884252454,0.355938268498892,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.101579112927115,0.1442046228318482,0.1140832481788571,0.3741890946516339,0.3603328290974855,2.0,0.102155822035192,0.1438536294277126,0.1140779617310968,0.3772102199531755,0.3636288274454861,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2190422851745206,0.1342392687794599,0.1080268660826973,0.4859387760210956,0.4444387114149489,1.0,0.2189895821036165,0.1349995629655046,0.1085842543164086,0.4867014183389094,0.4457949065798809,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2131432657418143,0.1349994468160231,0.1081639313557106,0.4931913671101797,0.4529903361248927,3.0,0.2080170442104006,0.1349260348500833,0.1082397306406422,0.486746128736784,0.4488720957034835,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2177529418869301,0.1344299920384214,0.1081770336926099,0.4920111434890421,0.4459177779344779,0.0,0.2211636460563778,0.1344932806975337,0.1082672148912709,0.4956450283949367,0.4527609073022905,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2086355658590303,0.1353254643547864,0.1105172642027653,0.4836135855048681,0.4461984876132011,4.0,0.2118340618926941,0.1348409340864356,0.1099842393410657,0.4860162935837947,0.4458943736893055,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2197929656400672,0.1343398268156481,0.1093874346719721,0.4832257833035349,0.4424234001266803,2.0,0.2176362297835833,0.1344540725234845,0.1093746382902487,0.4814810724117498,0.4402854913324572,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2503167149411057,0.1316913731784633,0.1077768717813031,0.5079097137847106,0.4249340778990745,3.0,0.2513368548522321,0.1315065291523539,0.1073012744706439,0.5087528490162772,0.4273043522432962,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2265468624545766,0.1337215052022566,0.1085746306772377,0.4895099189221225,0.4158985465195399,4.0,0.228720867132984,0.1336417943135418,0.1084209222787438,0.493158353805183,0.419846153832046,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2327610861079588,0.1331015705105564,0.10819059413458,0.4853336810329765,0.420251452569184,0.0,0.2377514683424701,0.1331804729470328,0.1084585834074375,0.4900205153912658,0.423504967088427,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1812579199413068,0.1375638165319183,0.1102024436061306,0.5109291840643909,0.4369893555949227,1.0,0.1838542111700949,0.137543505653367,0.1102897589657928,0.5132931482129641,0.4376750176199419,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2106391154687367,0.1351146865490107,0.1110994787587797,0.496904208184108,0.4235842935412183,2.0,0.2117650672993742,0.1350041664211259,0.1109793671321966,0.4974501805669676,0.4238931195461141,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2924274517425306,0.1279191449972161,0.1037568660031638,0.5661820682074966,0.4945537192684677,2.0,0.2914956297877922,0.1280115966539472,0.1038055124646176,0.5657737354891978,0.4920336873400593,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3086745077817825,0.1263928541511259,0.1035895490169737,0.568563773920634,0.493632082528438,4.0,0.3121397032367046,0.1263256627946658,0.1033550231346275,0.5728630461750368,0.4973658111489211,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2864441335711015,0.1283775357874509,0.1046442513259963,0.5601434282235563,0.4699348395378094,3.0,0.2833276458769589,0.1290702118915619,0.1051330325919518,0.5591645694910251,0.4668606354650373,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3115131716264875,0.1260655357783958,0.1034324306957584,0.5696863197734351,0.4922650451169291,0.0,0.3080258991546063,0.1269762457659496,0.1041925928585011,0.5660626690397531,0.490096080650275,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3032652109106066,0.127020446275109,0.104605809740006,0.5697735303002064,0.4917463098093621,1.0,0.2985849473158275,0.1270289793245613,0.1045111062815335,0.5642030185412966,0.4846302727985517,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0592975262133651,0.1473748787357794,0.1186750889325153,0.2722142709621908,0.26803428276203,3.0,0.0593299148544046,0.1479797886279813,0.119126595708974,0.2729288570784302,0.2693250208210976,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0800898816307267,0.1459386889206293,0.1165489657126601,0.3009069225249899,0.2867594319226264,0.0,0.0789697475263969,0.1456206167060037,0.1163586737905411,0.2974503880696791,0.2853479116769334,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0734051700772778,0.1463720300772063,0.1162335260035141,0.3004628816271961,0.2851675463130043,2.0,0.0763718064821663,0.1462070878106315,0.1162092513785814,0.3055781731673055,0.2907578431551202,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0722318531085263,0.1464988756647237,0.1163014257844763,0.2922798033583511,0.2839756513606883,1.0,0.072615412157027,0.1463696767375107,0.1161970387595834,0.2928684879259235,0.2837017949550821,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0804607523652428,0.1459832527718631,0.1167890931854353,0.2890190254445826,0.2755554049311537,4.0,0.077268908853755,0.1454573301673592,0.1164043468634661,0.2819095486318951,0.2661318364069053,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1220199589587921,0.1423904120201501,0.1130722621499813,0.3709422283435743,0.3511052215862987,4.0,0.1233700263433213,0.1428004056950731,0.1132753347229852,0.3734752280410327,0.3546413056603183,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1274296169667789,0.1419768173826844,0.1142942992478902,0.3695454665212692,0.3468866366359088,3.0,0.1264067989609772,0.1424463885176842,0.1148257101531977,0.3661721795569268,0.3416931652507025,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1286254380428235,0.1419387871361008,0.1129796539937535,0.3720846796457651,0.3530024801642621,2.0,0.1244462651474163,0.142372047287832,0.1133775846950841,0.3654397747974726,0.34596606878665,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1314837094663776,0.1416490057479621,0.113324215893805,0.3686233728474334,0.3443959866628416,1.0,0.129057809214689,0.1422233336643205,0.1136413657296945,0.3651754271984869,0.3411945380034822,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1276755415365562,0.1419333969136813,0.1141675260408511,0.3711280507373797,0.3512734813667394,0.0,0.1256575330484856,0.1426045749477461,0.1145648379398685,0.36736113213918,0.3467897431540996,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0993922390405527,0.1443049144390845,0.1161818694855202,0.3258784955454767,0.295196743432069,1.0,0.1010273043660566,0.1442444570386396,0.1161376320289555,0.3282937549043355,0.2980894626875458,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0950294488072268,0.1447178955218353,0.1150081243347618,0.3261634473493623,0.3024279421406538,2.0,0.098572248006855,0.1441855974433863,0.1147370813822772,0.3303571649283675,0.3039013549558617,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1004103397693599,0.1443020795515509,0.1158948239871891,0.3197481870619089,0.2907142576464404,0.0,0.0984925237151533,0.1441320849053735,0.1155087739651011,0.3170335471535185,0.2906844702896048,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1076072052205694,0.1435898275656509,0.114736128095437,0.3296468316782661,0.3020765571500106,3.0,0.1094892007521947,0.1437848115049097,0.1148226322085814,0.3327610440530428,0.3066736362258476,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1061334799784895,0.1438360693384211,0.114963660220955,0.3339870553850947,0.3085663552714493,4.0,0.1064300952782272,0.1435189133413026,0.1145960491381312,0.3345959148280451,0.3087324343531532,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1142131743510558,0.1432139273856271,0.116288147860222,0.3896367791861926,0.3654187795242898,1.0,0.1139381262797758,0.1427970815551016,0.1159820329011175,0.3935481890899087,0.3693389828857626,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1455658945379276,0.140573772848067,0.1137796061958568,0.3972748878761693,0.3725623369612089,0.0,0.1418306067745869,0.1408641413390351,0.1140566349299721,0.3931929596249897,0.3675331092060093,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1115438199542906,0.1433020277339421,0.1165794589804488,0.3874936998077068,0.3643946534554708,4.0,0.1099410113569405,0.1436304300992104,0.1169984856073771,0.3866576776711532,0.3632480790494506,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.16306984102075,0.1392193642172569,0.1118194434403368,0.4059858468133145,0.384456601458564,3.0,0.15983269261264,0.139007382620846,0.1119091028160147,0.4013646724680655,0.3784065585738951,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1608195997630975,0.1392603352556099,0.1125007953169167,0.4130762257457964,0.38917611677245,2.0,0.1539741549684528,0.1400768454480002,0.1131282557512986,0.4053471091826076,0.3812333484104072,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0678457824369439,0.1468645345764795,0.1168103889858776,0.2843503525926337,0.2782783675040571,0.0,0.0672061451090305,0.1467162375252361,0.1165918638341779,0.2822312519965045,0.2783789272289582,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0721517272617716,0.1465866391516066,0.1162150513811428,0.2816481913507577,0.2816821626853955,1.0,0.0725458714286719,0.1460485898334513,0.1160447740285354,0.2828821588064417,0.282209019169143,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0877259337307846,0.1451885879840757,0.1158652361336625,0.3010285265063041,0.2888729914149505,2.0,0.0889288644062054,0.1454027384144673,0.1160720981517985,0.3032486070695905,0.2912740916598357,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0808679888648128,0.1458859565912493,0.1171758205479502,0.2932559181759342,0.2837346101462689,3.0,0.0805268954531231,0.1454604873861509,0.1166705480306085,0.2939053344036297,0.2836783891417335,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0823602290121543,0.1456803866995925,0.1158549457660013,0.3014669560799043,0.2927366001487042,4.0,0.0784969804452266,0.1459661373115238,0.1159940053598458,0.2964454834362631,0.2872947819735122,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1294143732106811,0.1420221947882216,0.1139911256056088,0.3632522211431566,0.3397317582966103,4.0,0.1285917606874207,0.1414427308226742,0.1135884955678221,0.3625288121321752,0.3400048128170509,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1281132335000201,0.1419151413697197,0.113309350692574,0.3642088074210798,0.339693674197228,3.0,0.1283881408405305,0.142311736184042,0.1134945683593713,0.3651118089466014,0.3417846051885397,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1267071182545401,0.1418572456207547,0.1128970735268463,0.3693955889301449,0.3486535792355191,0.0,0.1247132740188869,0.1432977024595325,0.1138512925908527,0.3672714917990899,0.346215864900654,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1236577216493095,0.1423282378206856,0.1132662274424154,0.3657009624195314,0.3393532793754697,2.0,0.121286797837427,0.1426850138070059,0.1131819757921153,0.3632833440882254,0.340026517029147,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1262303592532064,0.141976420496253,0.113051255799358,0.3675395306124534,0.3459576684997499,1.0,0.1332311051905318,0.1422806385289953,0.1131363940831088,0.3792882182726757,0.3565625253047859,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0995855766144587,0.1443567927776893,0.1152906439731192,0.3202372556849175,0.2872590114313448,4.0,0.0991038840547343,0.1441286041707188,0.1151953340831148,0.3189196986957309,0.2842021427784105,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0736183476757263,0.1462642057669747,0.116125555064735,0.2987278627830245,0.267988168651061,0.0,0.0763836212576267,0.1465702679653684,0.1161329029170457,0.300388370218935,0.2730907205621328,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0893191790376159,0.1452445304215433,0.1170451777468908,0.3128860345213783,0.2815700290914447,1.0,0.0910938723968394,0.1444990717366505,0.1161985139163516,0.3146821521079621,0.2830742022564651,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0929597649075444,0.1449228009592569,0.115892352129404,0.3297269310347024,0.3041162510577204,2.0,0.0945494462297446,0.1443468036049538,0.1154042408142314,0.3321992188497188,0.3084828165487595,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.103377041875407,0.1440160980125257,0.1151752705050581,0.3235917517727742,0.2820082912845733,3.0,0.0998731899486695,0.1442136495895151,0.1153338564275508,0.3177146768721723,0.2762848115739833,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1629686488825846,0.1393247041375471,0.1116840173414728,0.4084508248080943,0.3897818978675805,0.0,0.1632484595807342,0.1383347762685841,0.1106931572446332,0.4083195487063232,0.3880911001487624,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1547025329559466,0.1399403887117813,0.1132371072058052,0.4095490859028887,0.3871334132256172,1.0,0.1574206744219836,0.1390983013778446,0.1122808826771589,0.4119021794996353,0.3890978452738685,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1601522766111706,0.1394111597101005,0.111460236804859,0.4093555348892145,0.3831816523841226,4.0,0.1578880576139515,0.1393705656547749,0.111693485729251,0.405115305100923,0.3797748993354907,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1552482397793788,0.1397722346311892,0.1122531571214794,0.3944117160875797,0.3716261497079492,3.0,0.1593285159604687,0.1394333679913864,0.1120888479319112,0.3999145629401157,0.3765299651947949,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1513450124137678,0.1401738896962531,0.1132586336361275,0.4018845629922225,0.3791855067735861,2.0,0.1502504696021303,0.139866110491236,0.1130001715044272,0.4011680630875156,0.3786199909461535,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0890400894485765,0.1450356270551326,0.115588894104639,0.3045761987846345,0.2933300772617784,4.0,0.0873084145248669,0.1457248880442121,0.1162058287241746,0.301857549019089,0.2906244443198267,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0877255292851737,0.145213718679281,0.1163230877020704,0.3038155271177059,0.2917709252780555,0.0,0.0856374000530222,0.1455631050061753,0.1164880092329517,0.3004453036138644,0.2888979598920109,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0829992836335495,0.1456777881905862,0.1156579509848637,0.304503198112353,0.2958854571635325,3.0,0.0783107741261036,0.1457929231580922,0.1157190680476114,0.2948306619995913,0.2866907964383388,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0880205389666849,0.1451892049282773,0.1158212391992064,0.3049468651447397,0.2923942884552438,1.0,0.0906107805491155,0.1451722266614359,0.1157552213504959,0.3099903507804855,0.2988377548378754,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0866222483255236,0.1454003072952314,0.1163530166071657,0.3091698754290458,0.2957084770161807,2.0,0.0840644859716438,0.1452947777110749,0.1162149194800852,0.3033874044529116,0.289901339491572,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1278550481910904,0.1420203676062986,0.1142267831272383,0.3685077528868201,0.3490878112578186,1.0,0.126456927031125,0.1421318048418399,0.1142292461416798,0.3652733766266067,0.3476678064702227,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1298720550745918,0.141883721716082,0.1137750346091516,0.3731125035463335,0.3527383214113945,0.0,0.1285648893639064,0.1418502403576409,0.1137216263024336,0.3704926554444858,0.3488812173815996,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1384596768843575,0.1410949602961694,0.1129535460509199,0.3733259753008255,0.3524062504175063,4.0,0.1393171473163782,0.1413167068519791,0.1131631168289443,0.3747436731387241,0.3546656323602499,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1150772725290306,0.1430662152011942,0.1158075321650592,0.378179835632164,0.3579720274801665,3.0,0.10851715984991,0.1435459256925923,0.1161483362461188,0.3659093370849526,0.3472443645446371,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1381039361659886,0.1412715208827962,0.1131294207044045,0.3767785035383757,0.3560307618754003,2.0,0.1395017653628516,0.1407155916372879,0.1126868586701404,0.3788093070185342,0.356496632995642,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.124612433354469,0.1421394924805528,0.1146309391218587,0.3620026646179693,0.3396292029840425,4.0,0.1296667684046238,0.1424474453711713,0.1146406652633617,0.3689170776710988,0.347608894214189,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1272359101838471,0.142095949026721,0.114142465446677,0.3599736347225369,0.3353372348229156,2.0,0.1287107505562017,0.1418485284982047,0.1135314187389243,0.3623438054798177,0.3367094035898502,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1371019605392878,0.1412843172142346,0.1128924012929138,0.3757309282004435,0.3511505651708878,3.0,0.1316460073391143,0.1416341106632665,0.1130899543789726,0.3682580011869392,0.3416898823636835,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1271929352376827,0.1420958637116304,0.1143397575770376,0.3663386753470655,0.3433531481476853,1.0,0.1264668336817621,0.1420447071197217,0.1143397548111024,0.3656737054002236,0.3428518550315903,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1334151020643373,0.1415184679280266,0.1134294593319331,0.3680736660651097,0.3486504026079849,0.0,0.1315816088509873,0.1419095660757947,0.1136118825401372,0.3653994959100513,0.3465461270397467,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1429051586338671,0.1406954170986962,0.1115823231672502,0.4147776067117747,0.390048299634272,2.0,0.1473804218465575,0.1407962530495822,0.1115643152909423,0.4216725523462118,0.3941391449044432,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1804569813420486,0.1376970471048187,0.1110074733762219,0.4269318852820899,0.3984721402331334,1.0,0.182456574536627,0.1373976498659244,0.1110768739653708,0.4295659288682908,0.4008330048978272,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1374039423233063,0.1411868771660455,0.1122693552250918,0.4248529268286838,0.3916694716686907,4.0,0.1386733344463908,0.1413512893313884,0.1122013563261558,0.4270777576720835,0.3942230136816936,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1812465538251415,0.1375932206405117,0.1105046946464109,0.4355051054311859,0.4052612166359102,0.0,0.1793539911034301,0.1378082742396884,0.1103889695222246,0.432483480723584,0.4014846655101248,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1616575881244865,0.1391404203382291,0.1111238727851499,0.4206417864233696,0.3923928841811755,3.0,0.1558685515549163,0.1401202407530727,0.1117961292626623,0.414699459778207,0.3850080312282105,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0752742301063305,0.14631955470637,0.1169620465497116,0.2902796127011149,0.2766474113825036,4.0,0.0777401721882794,0.1457202841311615,0.1165861775362355,0.2962671113221388,0.2835752996800441,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0885632207137612,0.1450622177102538,0.115886908128215,0.3057697728430463,0.2893190712700461,0.0,0.0885180754668862,0.1456743646151072,0.1163933039706669,0.3062204163574586,0.290463271488291,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0810344876839694,0.1459270757118654,0.1158090296184676,0.3093612527662351,0.2971704508280197,1.0,0.0766875044756106,0.1455457075486473,0.115175930927235,0.3004829571744911,0.2908802650146361,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0950573228866733,0.1446951110052368,0.1155201766051311,0.3107223211435898,0.2980297609771554,2.0,0.0942142689164827,0.1446145257527418,0.1154531949246826,0.3085828885753156,0.2961420047511068,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0831800069748401,0.1457051038476195,0.1166964581717222,0.2979391777424592,0.2880821567731979,3.0,0.0862199691016295,0.1449988770238677,0.1163321949182576,0.304454039400565,0.2919257692219093,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1293336028290175,0.1418578553828823,0.1144456205428776,0.3750913736417164,0.3518951700655569,1.0,0.1352574475697603,0.1415832488052396,0.114259331938281,0.3824926103265598,0.3608384682940861,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1338833117633225,0.1416984066911172,0.1136332395065312,0.3723363309133444,0.353333741338672,2.0,0.131834640975782,0.1410111056831792,0.1131535508147491,0.3680766510699174,0.3496803847682295,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1336763139517107,0.1416394219237709,0.1133447538521647,0.3667692437754775,0.3429882178418507,3.0,0.1326999144351885,0.1412484527958971,0.1128363799116127,0.3653779254940935,0.3419782002013783,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1259686740549243,0.1421260408703023,0.114703283354755,0.3787000916577432,0.3603092799833088,4.0,0.1226805933807415,0.1426312232630656,0.115103274905184,0.3741147794321188,0.3540521615367433,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1312589507081709,0.1417521072742056,0.11396477599189,0.3729036317906888,0.3576154468796502,0.0,0.1296680756983306,0.1418320307927777,0.1139457406153237,0.3692695444116015,0.352737123422466,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1273182906452176,0.1419540795225825,0.1138376689192351,0.3616461636956125,0.3425869311092127,4.0,0.1319897755561785,0.1421200020839589,0.1140270818010885,0.3692982346889212,0.3506533877101794,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1302913301087711,0.1417188080375071,0.1144040959445928,0.3726904736222772,0.3494461889637639,3.0,0.1323106389875519,0.14206742165357,0.1144524686119888,0.374413316118752,0.3524923965072704,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.101917586772555,0.1441207274631819,0.1165637805179348,0.355077913779438,0.3311242084120711,2.0,0.0984010080185256,0.1443819382607367,0.1169862713629609,0.3506321867897004,0.325128436540207,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1241342567958071,0.1423871995553709,0.1139640933636259,0.3588012482970531,0.3388099047096053,1.0,0.1214274294956767,0.1422846070373624,0.1140199290652756,0.3537565449638706,0.3348378124734877,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1303190318234557,0.1418952403535612,0.1136053357331795,0.3613483640505533,0.3420199780656881,0.0,0.1307921864643099,0.141471428527617,0.113261999455913,0.3619675988167604,0.3420500075612143,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1719930557135159,0.1381494568478079,0.1116477031504988,0.4271760253425191,0.3992433302492624,4.0,0.1737623924007941,0.1391456824368322,0.1124673359531579,0.4287293052420037,0.3993260543746289,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1770882126647467,0.1380409652134035,0.1109185686057309,0.4245536205708217,0.4008627663098502,1.0,0.1766414120793288,0.1376363466978378,0.1104360749669318,0.423963693962553,0.3989450265602175,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1823901554889838,0.1373749125190349,0.1106831218586267,0.4321576456688664,0.3994573004667042,3.0,0.1834253211831259,0.1379530656458043,0.1112726688999312,0.4337903228206953,0.4021815946323839,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.167611343649332,0.1387557252129419,0.1115473657419858,0.4164530181419102,0.3942507643857609,0.0,0.1727348115558044,0.1382764739228972,0.111197827561711,0.424293432663052,0.4027463618466541,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1657780290751835,0.1387454996913769,0.1108226895377747,0.421807478452199,0.3937784513293324,2.0,0.1661838537893324,0.1394735138282835,0.1111656320673487,0.4227821775972762,0.3961838684277466,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0722144539373177,0.1462446853084045,0.1162955681497895,0.2854889639599787,0.2468654564150636,3.0,0.0726694966706568,0.1473836348907307,0.1173181930938836,0.286959582797897,0.2465118949660958,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0364555236288159,0.1491987192775436,0.1183884459633421,0.2215620086855829,0.2429573846308634,0.0,0.0366633472187223,0.1495678161093259,0.1188843054635412,0.2265048905781066,0.2473246836225805,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0748840622253054,0.1461319335658117,0.1163757363234993,0.2914490294579686,0.2532845144413767,1.0,0.0770565084860932,0.1466414933594053,0.117029411753842,0.2940960361242449,0.2571486987596835,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0553667777213394,0.1476065259631372,0.1170509488490279,0.2624318985934495,0.2417736108608696,2.0,0.0563715892415579,0.148514495405679,0.1179654261661946,0.2644476983843589,0.2441680513819107,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0684926396121046,0.1467112615139042,0.1174613190972594,0.2690192710913349,0.2441033115791,4.0,0.0675099065032726,0.1470977059666705,0.1177435880596437,0.2674418191118816,0.2421001444738442,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0918605474558086,0.1451599625077908,0.1153504307599174,0.321958082668408,0.2875586519302544,4.0,0.0906272469759202,0.1440601190068529,0.1145706307996372,0.3199402004756866,0.2841883581289071,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1002083536555367,0.1443758313059303,0.1158385868910609,0.3239361863512624,0.291078800668293,3.0,0.0982996075946393,0.1439163630265171,0.1153300702673891,0.3201582671039522,0.2867393972809934,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1007485252726327,0.1442906668200492,0.1158584747183594,0.3257369017291846,0.292672013500822,2.0,0.0997937134103789,0.1439649293582641,0.1153677617401847,0.3239946399185711,0.2889833529537203,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0969449277196796,0.1446765008514836,0.1163664909412033,0.3266636357915256,0.2923420875000035,1.0,0.0958418442985876,0.1439550345530903,0.115674875145692,0.3253757228873188,0.2895044709319583,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0699547302169045,0.1466515038943472,0.1159392167017342,0.3244030757475252,0.2902501674593153,0.0,0.0650955778335014,0.1470667392727447,0.1159277715367898,0.3202220739230539,0.2849141134518994,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0852300328238014,0.1454260617292972,0.1163272389178154,0.2936656924013602,0.2591464324762287,4.0,0.0821844279951489,0.1457842727223396,0.1167624012942263,0.2879148250176487,0.2539140036838351,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0897795424846824,0.1451336804584544,0.1161875363811573,0.3049252111552139,0.2893942048440002,3.0,0.0877083120309232,0.1450652763410155,0.1163553755735107,0.3005852606131418,0.2833211396910948,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0787370553388568,0.1459461892211912,0.117640384466475,0.3028145865216098,0.2694319147440355,1.0,0.0773815861467068,0.1461455881314452,0.1177433824478092,0.3003688742330322,0.2672170032202029,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0912927782060247,0.1450559589939374,0.1158568089651255,0.3094374424202931,0.2868643868611067,0.0,0.0880535514721121,0.1448632179072027,0.1155220364766045,0.3040525242715003,0.285338660273797,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0794189118280417,0.1458914644567732,0.1170121602904463,0.2978421562792446,0.2910695043507856,2.0,0.0786561576800973,0.1460470453343532,0.1171884411013088,0.2961607124771624,0.2904634563222635,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1191805622465929,0.1426048589790934,0.1142604003964154,0.3476176427996387,0.3190326757436743,4.0,0.1203931741620335,0.1431041592852983,0.1147363122564243,0.3496814011070395,0.3203026942018646,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1097850968100611,0.1435967536055506,0.1157193078919809,0.3482042930410386,0.3214536197348266,3.0,0.1076731611888677,0.1432008782956829,0.1154673089535408,0.3445369960528634,0.3186587697797438,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1180439327362606,0.1427313876273297,0.1150224657336968,0.3494519077515625,0.3268834393347666,1.0,0.1217914134690396,0.1428535983417138,0.1151033246224369,0.3549041171056685,0.3319194598562638,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1081526684985096,0.1437482963145198,0.1143666192458923,0.3551674978986361,0.3299407320862852,0.0,0.106967519034464,0.1431778826041071,0.1137274017719564,0.3530373052404126,0.3280450443115026,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1215756373732013,0.1424806604430079,0.1141453881498737,0.3542045112422893,0.3279535150854183,2.0,0.1230431000294433,0.1426092433957212,0.1142035522455602,0.3570150621219646,0.328492205648812,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0667235288078188,0.1470060067220429,0.1184590442284111,0.2792723667745037,0.2488178860486555,3.0,0.0696559021274849,0.1463112590484369,0.1178114077735005,0.2840311206939226,0.2542670676993304,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0692255907971792,0.1466404469179565,0.1177417747949658,0.2861723769081674,0.2474457182443651,4.0,0.0703330520679023,0.1469306050072772,0.1181124606991751,0.2890174596995064,0.2493196472925847,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.013075486566604,0.1511859660650606,0.1189829517752995,0.2490430690825969,0.2327439046395551,0.0,0.0157768789463728,0.1504329349088504,0.1183778156765646,0.2536211038716826,0.2391107628227225,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0266546227573489,0.1501257638446326,0.118466673201229,0.2359004337261358,0.2373951467549453,1.0,0.0265599522034264,0.1496731541566664,0.1183202498308087,0.2366937121608109,0.2387842307539665,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0647295371956734,0.1469886403290916,0.1172193171646221,0.2706388542198307,0.2490256540201829,2.0,0.0635091454181482,0.1474903557423076,0.1173261839526249,0.2684256169813643,0.2488385252347104,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0801133121930587,0.1456454058476131,0.1153651933040862,0.3197631568579265,0.2857894640997402,4.0,0.0795382729537069,0.1467372210669532,0.1163139261141622,0.3212349572951989,0.2863750444739377,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0980056421147054,0.1445192705704597,0.1164736917712254,0.3278680341933664,0.2932089376250726,1.0,0.0921966435388482,0.1445356005290917,0.1163492705632573,0.3186513861438677,0.2840270010196855,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0811062915359412,0.1458761048469316,0.1156084386089565,0.3181153683181619,0.2855260266506702,2.0,0.0827843462125889,0.1452412475459933,0.1152596645862395,0.317189960360075,0.284604496433243,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1003766313943342,0.1442443862708712,0.1158096567032465,0.3262875312144837,0.2901206255374757,3.0,0.0980548055481753,0.1444093958123813,0.116021840361361,0.3215172717841998,0.2842194167512979,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0909610361035982,0.1450449319952309,0.1168462524726179,0.3262489988210632,0.2920825550202656,0.0,0.089527484749734,0.14489933368449,0.116681916220944,0.3231468646869641,0.2893122059694581,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0885127938980255,0.1451814596163998,0.1161445584439176,0.3042726987128363,0.2744863745666762,2.0,0.0885663605552544,0.1452106598693427,0.1160868575106349,0.3046763167242535,0.274531904061025,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0876502404964653,0.1453624467751204,0.1162811171870943,0.3012661272649449,0.2831781817240174,3.0,0.0867948058966222,0.1449001441162404,0.1159323510623424,0.2997302729092215,0.2785423853282646,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.082444181776267,0.14574848024724,0.1161137859615015,0.296277284269603,0.2601975124730944,4.0,0.0826116976280457,0.145345285575762,0.1159298300777274,0.2973929023139329,0.2650628323930033,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.092388016780046,0.1447181636835211,0.1157746076866069,0.3092762931437796,0.2780177384698298,0.0,0.093071128883332,0.1454667209448422,0.1166004797768867,0.3109549967068442,0.2779776078252455,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0956195612154415,0.144750823814727,0.1160623775121163,0.3106332815337114,0.2764450498133691,1.0,0.0942597544951781,0.144209060251103,0.1155691640484254,0.308095556724248,0.2754220556930512,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1037949638733518,0.1439202902395334,0.1145610727243501,0.3460705475520464,0.3168268298210765,0.0,0.1047696800213227,0.1440696635029014,0.114750996965255,0.346967163697617,0.3162358025234105,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1158910638089687,0.1429879850867065,0.11522950040355,0.3465729155565247,0.3177019177518573,4.0,0.1155771944916058,0.1430269920210825,0.1151240852644602,0.3467540834093766,0.3197116732992932,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1202983962616887,0.1426422799313988,0.1145476955498693,0.3470329880572584,0.3178792639239561,1.0,0.1194101916794467,0.1426730861649807,0.1144637575902238,0.3457022901616874,0.3180912145946146,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.11854847786728,0.1428142617736539,0.1152177216939841,0.3563154669445573,0.3315148840111303,2.0,0.1121803240184459,0.1431351246937174,0.1153927726030041,0.3455612740697233,0.3211752213058136,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0910707448674362,0.1449664980993437,0.1171036100672583,0.3339896599675155,0.3112941423850641,3.0,0.0927343977908157,0.1449219229108945,0.1169967624800122,0.3360425127534025,0.3143245619665393,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0717800788304954,0.1466016027919976,0.1174688647075795,0.2946427583808135,0.2613469417789004,2.0,0.07186020505967,0.1461603933242127,0.1169726526581508,0.2947745747050363,0.2617369016654786,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0794822668997787,0.145987367160856,0.1164337694131931,0.2927476386105257,0.2633361041963832,0.0,0.075304773520836,0.145907583122119,0.1164684280668617,0.2830420604207188,0.2553853889833054,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0744450278033564,0.1463259584858081,0.1164708925029592,0.3026690972137835,0.26841977507764,3.0,0.0747833532100195,0.1461908058528067,0.1160925398778208,0.3032338308889946,0.2669965467575482,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0811681667824929,0.14581247071029,0.117014173324243,0.3000633087284585,0.2654570356757082,1.0,0.0794619716937617,0.1457448378697679,0.1169624750678053,0.2963490604916569,0.2620350873504844,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.081638224748834,0.1458213248806269,0.1167770054507766,0.3071452055663522,0.2671591691471045,4.0,0.0807509005847177,0.1454570658038698,0.1164106410200977,0.3047753304113914,0.264399205188583,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0913687973558767,0.1451295007478706,0.1153983898211604,0.3203405494957906,0.288584674120835,2.0,0.0906397159029446,0.1443404917215547,0.1148463829718977,0.3190356112432054,0.285281670508639,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1012934277816716,0.1440554799001447,0.115352890429567,0.319053786289723,0.285303295807942,4.0,0.1019922265326892,0.1445541918805852,0.1156041134082944,0.3203343830171875,0.2856839025667796,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0925467083892676,0.1447125562912171,0.115124399266656,0.3222471552684789,0.2904853756181885,0.0,0.091011302092352,0.1456033496436978,0.1158191835448872,0.3189431272711148,0.2872499799655338,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0987518980612719,0.1442573495791169,0.1158890908544086,0.321430200712879,0.288739411497901,3.0,0.0963736515199434,0.1450125817306439,0.1162944440347342,0.3166836136563455,0.2854998027664032,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0985209429747128,0.1442818263379849,0.1152439719108398,0.3211404920909705,0.2868955574533931,1.0,0.1006853219176128,0.1446420826738883,0.1155707508936583,0.3253601302911609,0.2938207908341771,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1027644265054558,0.14407498205748,0.1148402163634937,0.3342306949290143,0.3069063548788017,2.0,0.1020558364506963,0.1439994657855208,0.1149056939406978,0.3341407804330492,0.3070578858388115,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0977503269648778,0.1443766399246298,0.1149431191186901,0.3385355045031521,0.3100885173386253,0.0,0.0957091145206394,0.144908375077001,0.1156247350357926,0.3365198295491837,0.3078020036473475,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1007891232522155,0.1444304868066175,0.1153688440547913,0.3285736260508112,0.297156560068443,1.0,0.0992688010303959,0.1434312475983631,0.1145490877952873,0.3263279088679397,0.2935895564008162,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0982616983657226,0.1444336949010353,0.115089509589255,0.3281722617477423,0.3005803216034204,3.0,0.1051914106669689,0.1437531402983611,0.1146616796178252,0.3357320789663932,0.3100501644928612,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1001213038980463,0.1443677725142631,0.1149608088179065,0.3320547060538053,0.3067687075522248,4.0,0.1048774307979955,0.1434506838194552,0.114278370490789,0.3395630983633041,0.3127801015610739,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1288292731461098,0.1419801224505399,0.1136763026349069,0.3625695104109258,0.3367961791814499,2.0,0.1249605288338981,0.1420951842064278,0.113862926567705,0.3578459766097778,0.3303197170749382,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1194054919777051,0.1428107986842826,0.1139589922500672,0.3572311323407114,0.3327786815994444,0.0,0.1164906491241078,0.1425229908581483,0.1137813213427743,0.3536520205586435,0.3272973658668202,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1274370735169107,0.142089205172954,0.1146347893177087,0.3612458592083301,0.3318979424319728,3.0,0.1282822868936231,0.1418393144197852,0.1142061567111516,0.3610437421807599,0.3327455353179296,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1226157723251309,0.1424289404470026,0.1139654527229012,0.3553588936608516,0.3254077224083185,4.0,0.1256871733436416,0.142264883614421,0.1139707939130397,0.3595133985083986,0.3315404742036058,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0733016057157652,0.1463987940772163,0.1192637013010867,0.3595868553763621,0.3339253109717449,1.0,0.0729823030658256,0.1464031250414094,0.1189388563400092,0.3580829201364801,0.3306114066767682,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0725366181312405,0.1463884476287735,0.117443380687041,0.2851269257208895,0.2633568209791984,4.0,0.0727765907818808,0.1467018134795882,0.1175685694107122,0.2850157336538234,0.2634733631093817,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0862489213101102,0.1451674899662745,0.1162655753788356,0.2982843506596202,0.2656499407418673,2.0,0.0900776802361701,0.1458624036148915,0.1164795030914132,0.3059484901010325,0.2758418256584704,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.070204594097934,0.1467725419090554,0.1174360740634106,0.2750980116727988,0.256066543031352,0.0,0.0696802382782325,0.1461443980526128,0.1168459279600891,0.2734639360713379,0.2543225238657641,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0786574971869239,0.1459863495310996,0.1167014739795644,0.2999925121535319,0.2657201196524306,1.0,0.0797344350159795,0.1458240754627524,0.1165441387614495,0.3027349672289816,0.2686238738394261,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0682499265113886,0.1469895385403273,0.1168324141381639,0.2802241491252166,0.2604790084417981,3.0,0.0694736155729102,0.1459073788162579,0.1158924172498835,0.2801667004983791,0.2600427030675282,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1001762636279385,0.1443111824451687,0.1157294908176673,0.3219448881310601,0.2889720169898624,4.0,0.0999004374883777,0.1440552554855309,0.1155660222944069,0.321839744460611,0.2886971463165745,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0966742747995226,0.1446082875036602,0.1152670134273405,0.3217766527885117,0.2871939326977186,0.0,0.0990515218035572,0.1440576325191045,0.1147681967265659,0.3248085564715555,0.2916957605815773,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0958817798539141,0.1446100231297234,0.115181233107622,0.3226608253879703,0.2900547600778275,3.0,0.0957043874917534,0.1445675839295035,0.1152948745206597,0.319329892791176,0.2829653208680873,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0987642908169715,0.1443986127905197,0.1151941232172991,0.3206719114916614,0.288838347187546,2.0,0.0995009752099552,0.1441917358757886,0.1151947054960377,0.322472690742708,0.2874403709323622,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0992409048153418,0.1444004614746818,0.1157162018702973,0.3216370523809373,0.2894720976669263,1.0,0.0975852580098504,0.1441825791125048,0.1157792809703718,0.3188712482065256,0.2875395176427017,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0921573827359764,0.1448217280243695,0.1169443714774777,0.3281286688596284,0.3020353197375238,2.0,0.093612261447582,0.1450826358356531,0.1172793607175375,0.3297949837470575,0.302955716295888,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.105483030463775,0.1439446254567683,0.1149063454350275,0.3337158486124889,0.3074963070731915,1.0,0.1050383061094818,0.1434072742452351,0.1149174421077916,0.333341126755532,0.3085379884739561,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0933069848088982,0.1446695022975533,0.1162941520179354,0.3127464175040028,0.2822928782518846,4.0,0.0949937431579691,0.1452146171504449,0.1169536443719709,0.3157029382722501,0.2848669899707184,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0978187076452093,0.1443350019665311,0.1164233572898467,0.3273293477129604,0.3005959869242614,0.0,0.092798422574268,0.1452821922032772,0.1173840906840044,0.3225764396188433,0.2959707074480809,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.100833654181492,0.1441063367081773,0.115018234003523,0.3224007411291662,0.29761661584186,3.0,0.1022545840740009,0.1444774315682793,0.1153948020730877,0.3248362462378246,0.2974708034238658,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1261217949040756,0.1422763320787942,0.1143124928765438,0.3551816284992672,0.3258690310449434,0.0,0.1242547097062385,0.1418498482965965,0.1139737520242529,0.352512219838865,0.3245115068610593,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.119035689021559,0.1428290083638814,0.1139246870084631,0.3603156740829653,0.3347617733111825,1.0,0.1246357131526717,0.1419119189465306,0.113371366350352,0.3679365847234816,0.3418644545015885,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1270965271994122,0.1420844153292449,0.114371641917806,0.3620281643586167,0.336971816676064,2.0,0.1300137890873214,0.1418342244094348,0.1139800671304634,0.366786517631236,0.3426689119497068,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1271004594259563,0.1419823395879375,0.1139688583691631,0.358115455077921,0.3302346095704215,3.0,0.12440811912364,0.1426978608837952,0.1143384851875311,0.3542249252123429,0.3270835261537164,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1237254511680562,0.1424127156684672,0.1137322623175989,0.3667256341783546,0.3385998542496846,4.0,0.1211946508551664,0.1423342270801427,0.1135088460017383,0.3621137287085896,0.3349444356401994,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984004964780951,0.0060557291643709,0.0021556693249664,0.9992000521054486,0.9994085006921908,2.0,0.4859102048832153,0.1039896431549038,0.0753842896295337,0.7100388891700772,0.7078163485145146,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9983469126437128,0.0061921056239952,0.0021740593644744,0.9991732362218771,0.999402312468377,3.0,0.5848900247829472,0.0975397820498553,0.0723971721025601,0.7655311039954258,0.7805709293252183,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9985779806303614,0.0058582794585926,0.002097519339453,0.9992888482983964,0.999529184207768,4.0,0.4330151504334695,0.1055915740437106,0.076343764987652,0.6636711963893798,0.6502465361596774,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9983182236573396,0.0062670942538422,0.0022529067624045,0.9991588747760884,0.9993473919391732,1.0,0.5133802597036496,0.1036122645695802,0.0727876139789936,0.7260810582612698,0.7473607188545119,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984595044541028,0.0059469435309148,0.0021958514222356,0.9992295746314498,0.9993854292474212,0.0,0.6293220635520114,0.0934899608260216,0.0695986720629393,0.7990222618357332,0.7881920639497793,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9983621399416462,0.0062648818895135,0.0023048026163345,0.9991808572523988,0.999394716924768,1.0,0.6416257564595789,0.0859437038178358,0.0642469792801684,0.8043385747573346,0.8119429668047424,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9985102947415694,0.0058012926945334,0.0021191459785461,0.9992550169569572,0.9994272413923871,0.0,0.6310201605197897,0.0957478203996333,0.0719665031720236,0.8006830875971704,0.7736419334198474,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.998477059513346,0.0061085897491519,0.0022410176282137,0.9992383569149766,0.9994828631845396,3.0,0.568504591716912,0.0901354802456793,0.067550853081566,0.7547068409909825,0.7333387640373428,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984155291968482,0.0062616388290456,0.0023172869550799,0.9992075645356806,0.9994520457136647,2.0,0.5730590913046223,0.0866108787173771,0.064897664112402,0.7673579075851871,0.7580591626089976,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9983636665035288,0.0063014982580614,0.0023324539754803,0.9991816101804328,0.9994347154431724,4.0,0.7071927550384219,0.0761870074627193,0.0593298429920657,0.8454699782390132,0.8471114938732358,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9981567661584134,0.006536885173396,0.0036455134388151,0.999079983738324,0.9992569833449432,3.0,0.6141636555947456,0.0939139429463133,0.0635689996368644,0.7881435342391794,0.7772636242032502,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9980245417821956,0.0065177270950979,0.0036461492438044,0.9990138652327925,0.9991838552592798,2.0,0.6911760457962179,0.0875995531581447,0.0584204629371774,0.8319062698441807,0.8131618419650471,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.998026967324512,0.0066918981761298,0.0036910321229693,0.9990147323102024,0.9991843601198374,1.0,0.7037875067734014,0.0839064186012902,0.0560907096119353,0.8397718023023695,0.8513734634334595,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.997999147807439,0.006593394398822,0.0037339374643644,0.9990010675254968,0.9991565306447008,0.0,0.8503555191407631,0.060646551139625,0.0464638129155345,0.9254698585902906,0.9285970423883804,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9978971404772052,0.0068977978663833,0.003939330705484,0.9989504259704982,0.999126246889262,4.0,0.7727918978409152,0.0752027986882187,0.0547224020510762,0.8823550517373598,0.8559073916176719,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9983129298307506,0.0062874390969071,0.0022618495549959,0.9991562246368788,0.999345718193125,0.0,0.5780648522333184,0.0962614451215109,0.0711045100575227,0.7709848630048446,0.7852379099001994,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984074278530196,0.0060377717825498,0.0021254064799741,0.9992035199681796,0.9994697699657572,2.0,0.4632042301013457,0.1011103669210948,0.0779957439660064,0.7250237288730338,0.7344610779246413,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984158712219215,0.0061970091828108,0.0022359731754542,0.9992077310239154,0.999454159122965,3.0,0.691262461529381,0.0778505342547249,0.0619722235605498,0.8374143391844338,0.8275652607233794,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.998422448025167,0.0058415209385424,0.0021425110187828,0.999211052627639,0.9993834787845716,4.0,0.6624630958205044,0.0917957755774848,0.069637844388556,0.8302025813858049,0.8293733664996731,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9983471564476584,0.0062057905585365,0.0022081596668626,0.9991733537844107,0.999424530060339,1.0,0.7002637081611065,0.08207871354155,0.0646776831506515,0.847040040595913,0.8317603553641639,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9985054986622712,0.0059824529372673,0.0021874114522278,0.999252613977304,0.9994905024521809,4.0,0.569817378168127,0.0952102040609386,0.0709351705108415,0.7622297337029088,0.7552672332657298,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9983906080630174,0.0060774034190989,0.0022380038063107,0.9991951268254212,0.9994028375095496,3.0,0.6627568995763907,0.0879594653944799,0.0670350076651504,0.8328043349240025,0.8469243667512336,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9983834725338172,0.0060050514649146,0.0021530024355605,0.9991915571157118,0.9994249647877638,2.0,0.6880964623631525,0.0888621570617597,0.0674590956265849,0.8338032062378831,0.8199337753895872,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9983267357981596,0.0061944424374718,0.0022858787074848,0.999163150369511,0.9993445744000982,1.0,0.594918441228675,0.0923122473079208,0.0672329998319127,0.7772038564964866,0.7700187644539365,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984597641741894,0.0061312773436991,0.0022369351340861,0.9992297097377456,0.9994616535032426,0.0,0.5923197349465029,0.0880723255213859,0.0670875964165348,0.7708819449548989,0.7603876641924718,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9974169609788216,0.0076583401397416,0.0049134598681308,0.9987123688643234,0.998823695334198,4.0,0.8679148606784589,0.0566106312245875,0.044106124194506,0.935163511854306,0.9306987936723912,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9976192884147972,0.0075185866640634,0.0047954570784527,0.9988134433272244,0.9989830443115034,0.0,0.7664438755712597,0.0707552106123994,0.0516756487906718,0.8791239151583067,0.8892522721675866,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9976153123581332,0.0076573459543088,0.0048397456176819,0.9988107086435828,0.9989686961000463,1.0,0.8074247587532963,0.0596427935956735,0.0451563714706598,0.901212718644084,0.8950618430501821,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9975825428487436,0.0075802683037063,0.004963814266119,0.998795288880812,0.9989147640810444,2.0,0.8554493138008701,0.0553214899632551,0.0432016089425577,0.9256341508840418,0.9249265995865442,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9976372124275034,0.0076478709862271,0.0048341012180372,0.9988218536028828,0.9989760870145008,3.0,0.7442030271856597,0.0682113653673521,0.0495072926396736,0.8630202170895459,0.875825569743387,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9985460361967304,0.005882118060296,0.0021153171163107,0.9992728652323812,0.9994641913043196,2.0,0.5229587903999112,0.0990518927688418,0.0737510878076097,0.7263511894645801,0.7045475949431775,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9984624692144848,0.005853060678845,0.0020229242247328,0.9992310736955672,0.9994553279240668,3.0,0.6583292304400187,0.0920031416397793,0.0715654974071653,0.8191736767630242,0.8047822155117865,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9984513049183044,0.0059550269107989,0.0020950767103548,0.999225476303242,0.9994597619200954,1.0,0.52821319803997,0.0997136634063529,0.0747240560384294,0.7551921585129678,0.7514201781770046,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9985029961817944,0.0058301615620812,0.0021235960854801,0.999251344240071,0.9994160745648843,4.0,0.684392256518997,0.0867757561754208,0.0656373332456189,0.848561193957806,0.848246388611861,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9983086102490466,0.0062695548729818,0.0022643377091439,0.9991540665086236,0.999346658739548,0.0,0.5855180331996758,0.0949052250432558,0.0695010702894574,0.7759846422606744,0.7883554097317298,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.998415785355252,0.0058492252642097,0.0021369324120114,0.999207745747562,0.9993454615614132,4.0,0.6890035786873353,0.0922098231980302,0.0708499275985522,0.8566919657930543,0.8540773244200601,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9983605820553144,0.0062828772856867,0.0023593363743376,0.999180087374178,0.9993468884982932,3.0,0.5515098227051431,0.0935109835602392,0.0677477601177134,0.75780781984939,0.7491334413541413,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9982938007471316,0.0062919272015766,0.0023762721477923,0.9991466826439712,0.999378186822257,2.0,0.5338199987995345,0.0979634752231315,0.0703446978920356,0.7388642356880231,0.7568287824976534,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9984177106306114,0.0060297294986473,0.0022290784054553,0.9992086985297824,0.9994268899358428,1.0,0.6683421898557147,0.0870219636632953,0.066662719202356,0.8346084526479004,0.8474533285605544,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.998387262815653,0.0061884620213596,0.0022869069618879,0.9991934428413302,0.9994168178898764,0.0,0.72181178923033,0.0772592583563447,0.0606894893144999,0.8559348117954861,0.8554078104533861,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9714535865392708,0.026302195973618,0.0197539583095154,0.9856617910277764,0.9831598058621084,0.0,0.7870520922872721,0.0655747290366046,0.0490873951682938,0.8908636250815964,0.8962502801870393,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9675546024155942,0.0267715015175448,0.0201291958706798,0.9836893361327952,0.9819902744406184,4.0,0.8543309264633248,0.0618049202501042,0.0470899162795372,0.930121012817388,0.9209677098204084,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.969221173764282,0.0269426946339769,0.0202290781094393,0.984530109850308,0.982164517771454,3.0,0.7817632984718467,0.0659094638390256,0.0498671414981392,0.8884673277138229,0.9013371071993236,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9670491904493044,0.0279698803307021,0.0210145454174586,0.9834218700292724,0.9804561059795066,2.0,0.7546760037198278,0.0633837689785394,0.0466365166523466,0.8717167546594811,0.8556165816922641,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9678649262804858,0.0268669576277382,0.0202127136459726,0.9838457234492176,0.9821575169439576,1.0,0.8291208600942167,0.0655109439486833,0.0478387228514378,0.9128859598357736,0.9020175940287916,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984848338303726,0.0056993941895117,0.0020317109701921,0.9992422673685644,0.999408622466432,4.0,0.6506685396956382,0.1013317881229513,0.0733271787183638,0.8364197954193834,0.8388346488084519,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9985038520878392,0.0057632867852079,0.0020482010595634,0.9992517858601848,0.9994187462107234,3.0,0.5091507847726229,0.1147593526779298,0.0828331667093609,0.7410445844090227,0.7197335885395045,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9986116538978916,0.005631209556007,0.0020642015860546,0.9993057153100748,0.999483331926752,1.0,0.6939085830914112,0.0847150145155839,0.065051209552502,0.8388001158518199,0.8316755315564472,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998530692637468,0.0058980454101857,0.0020576168434109,0.99926519010252,0.9994575984153192,2.0,0.3232379435126838,0.1174173293917243,0.0839449849678772,0.5969253449149761,0.6189515198720799,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984778571361284,0.0061082109394373,0.0021689579532345,0.99923874749165,0.9994900262841936,0.0,0.5077765805067589,0.0975847739012931,0.0727050803642255,0.7136205489690158,0.706411824457325,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9982970612115948,0.0061151602225095,0.0022354972680751,0.9991483146986676,0.9993918011698608,4.0,0.629627208785613,0.093625115037648,0.0738429173338359,0.8424547162240873,0.8328152256286115,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984663966750364,0.0059500301672171,0.0022412117409161,0.9992330405150704,0.9994138731722016,3.0,0.4967264930929133,0.1071541950913589,0.0744644395836608,0.705166193471114,0.7260357769713689,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9983715895143136,0.006142098065379,0.0022467759514907,0.999185604427048,0.9994063344895332,2.0,0.6405359516214272,0.0904600457156918,0.0679784742640757,0.8012552613897763,0.7949004885664936,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984239702700662,0.0061944681445754,0.0022613873328341,0.9992118094647666,0.999466309450284,1.0,0.4526180425916183,0.102635242660704,0.0736499126936368,0.6837667318005413,0.6929311852046182,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9983740908917142,0.0058787523669689,0.0021350615548176,0.999186895926128,0.9994057164962796,0.0,0.6458942137168044,0.0976591160015838,0.0746588383236549,0.8140734300679069,0.7880741597257572,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9981278592111632,0.0064252360234995,0.0035389941573696,0.9990651938776296,0.999229826531486,4.0,0.8739924369228165,0.0571927420879203,0.0446861920387232,0.9393424620657672,0.9380820372438136,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9979929579579796,0.0068143134648576,0.0036597116672695,0.9989975172753568,0.9992290437188724,1.0,0.7901823973179464,0.0678777871732892,0.0491445270071746,0.8892987091615174,0.8602443925388833,1.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984982111416438,0.0058812921724077,0.0021603630510532,0.9992489423240216,0.9994077502093708,4.0,0.6935248754306724,0.0837542090716977,0.0645441690348051,0.8469171173393109,0.8367453747768958,4.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9985162862529154,0.0057664737616393,0.0020611776313291,0.9992579964155652,0.9993855502273012,2.0,0.3655423475412948,0.1210032789343109,0.0846832314481883,0.6364518772093543,0.6481012021646549,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9985278037326504,0.0058821911752834,0.002123514129005,0.9992637469974426,0.9994600623541986,1.0,0.5891665223251598,0.0947326744032764,0.0709896989333742,0.7713830705303689,0.7408479722373734,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984115571435496,0.0060969142653109,0.002138781792542,0.9992055794104872,0.9994262673201644,0.0,0.4046606589677805,0.112217607604369,0.0832969097250052,0.6419030555497662,0.6122985400568286,0.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9983690816667182,0.0060299455583172,0.0021986374447516,0.9991843518498184,0.9993181893878614,3.0,0.4586004562860349,0.1141350296693215,0.0794891997622315,0.6966772219842524,0.7136825446334696,3.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9983751760740944,0.0061971269327885,0.0023072824694475,0.9991873947921102,0.9993889803484703,3.0,0.5807478135794586,0.0939216300105434,0.0679887701105835,0.7655963029067626,0.7555856306605855,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9986631573093144,0.0053683567186083,0.00196685960305,0.9993315309418382,0.9994488511154078,4.0,0.6355334093674578,0.09947262747938,0.075461247579907,0.8022825559729806,0.7787787066610652,4.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9679872922874914,0.0258977420430782,0.0194457909380699,0.9839233106408182,0.9828218412274476,0.0,0.8245627574714143,0.0678181220686013,0.050274371005013,0.917971267811652,0.9255297291644334,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9689149479643828,0.0266038069051163,0.0199449553132251,0.984382005878758,0.9823067742081234,4.0,0.7953907188308141,0.0666478672116917,0.0470352958113132,0.8972126741789594,0.9102211301083996,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9658708712102244,0.0274366513660055,0.0205833820347393,0.9828293975059386,0.98106356918978,2.0,0.8582492498492366,0.0620280741365032,0.047126068141893,0.9345436077097908,0.9290852519308788,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9635069711670412,0.0280504183323573,0.0210375813962855,0.9816324372476934,0.979687105183045,1.0,0.7789156423406738,0.0730404805698421,0.0532209113566828,0.8828992933294024,0.8671698038798231,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984672430907447,0.0059600667727703,0.0021150159325933,0.9992334503951904,0.9994420427667274,2.0,0.8078580355760858,0.0663773236458444,0.0488746953575375,0.8988564941044487,0.87550962321794,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984716432130468,0.0059469046994759,0.0021113340820584,0.9992356514884166,0.9994416954311804,0.0,0.8147355058094086,0.0653822835333782,0.0482384775542681,0.902678534973703,0.8802170264468921,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984695796952052,0.0059493667720774,0.002114778370754,0.999234615318064,0.9994383179959554,3.0,0.8110621213740408,0.0660961066474073,0.0486510350433256,0.9006279799326538,0.8788254385515855,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9984862504049022,0.0059147437721422,0.0020962932510922,0.9992429581249104,0.9994479393040284,4.0,0.8140784625769311,0.0656609298269136,0.0483128863581156,0.90231262616735,0.8800447121207631,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998476155184046,0.0059341500021032,0.0021031738981433,0.9992379105343736,0.999445737496942,1.0,0.8141483900044864,0.0656610340703631,0.0483837155353429,0.9023868820020884,0.8799231396040007,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984534102448116,0.0059816475509928,0.0022024784609573,0.9992265665079634,0.9994355600865252,4.0,0.8360991121721503,0.0615228048434127,0.0454033600975749,0.9146018041743492,0.8961135572167221,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984720340300024,0.0059428687104632,0.0021822827200602,0.9992358860662156,0.9994469573408358,3.0,0.835306660082469,0.0617816205724528,0.0455189200028469,0.9141418807206876,0.8960477960154127,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984753752322963,0.0059369861406278,0.0021853760280567,0.999237555996683,0.9994460603657276,2.0,0.8369203521079025,0.0614526405500482,0.0453812038100386,0.915009283636414,0.89682683787223,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.998465850581304,0.0059560539953014,0.0022009899078488,0.9992328030468342,0.9994382190580834,1.0,0.835123338591214,0.0617674897623689,0.0455870007125309,0.914012795306552,0.8960738713205845,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99848244131151,0.0059285930223952,0.0021840947373589,0.9992410886655572,0.9994476103984072,0.0,0.834612691958542,0.0616609537167312,0.0456011998188254,0.9137673243163124,0.8959574539345885,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9981569358863088,0.0065267339851628,0.0035316564196583,0.9990795129484276,0.9992663461187202,1.0,0.9143714075217496,0.0445530215044934,0.0333225239261173,0.9562967746336384,0.9485190188739488,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9980612834121664,0.0066965773401658,0.0037552653805443,0.9990320552951596,0.9992146859554184,2.0,0.915371692558518,0.0442235858777837,0.0330900979943774,0.9568035405288328,0.9494257069593184,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9981166245902952,0.0065976862201624,0.0036424624434686,0.9990595718941964,0.9992406357610232,0.0,0.9157569270395354,0.0441928797091611,0.0331014025840931,0.9570363330634544,0.9494983968294772,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9981360799617136,0.0065688302144788,0.0035815510450707,0.9990691400420584,0.9992555784340432,3.0,0.914910123819612,0.0442706365528586,0.0330740383799891,0.956594243485422,0.9493467987791334,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.998138244198947,0.0065666869633428,0.0036081257008867,0.9990703181005982,0.999252959759681,4.0,0.9151843093081564,0.0441538937079096,0.0330135040781545,0.9567517378285992,0.948949544644818,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984854510074108,0.0059210325046844,0.0021043240129336,0.9992425612047262,0.9994505262443936,1.0,0.815004501753192,0.0652882615898683,0.0480931549748641,0.9028200470656688,0.8816252845606665,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984742482439678,0.00593871963851,0.0021067589422524,0.9992369499973448,0.99943853552463,0.0,0.8146759958233142,0.065530185401098,0.0483020786907304,0.9026353863707492,0.8808480386864114,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984826680529044,0.0059177685024902,0.0020968776442947,0.999241169946486,0.9994492816670232,3.0,0.8144314316917297,0.0657730423556361,0.0484426169030036,0.902499021390518,0.8799724501696373,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.998474592556576,0.0059402275389982,0.0021029275997137,0.9992371255697148,0.999447440100436,4.0,0.8129256958579056,0.0657424156762784,0.0482985268659963,0.9016397179585788,0.8794163475736025,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984551927223158,0.0059822169248544,0.0021214842542775,0.9992274182435178,0.9994428029348033,2.0,0.814884821163205,0.0652063631960876,0.0480581339609036,0.9027349247470172,0.881534861184306,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984645390111448,0.0059627570528354,0.002187496864929,0.9992321193594244,0.9994410045691716,1.0,0.8356550374293845,0.0614954082798069,0.0454634835525146,0.9142752997110616,0.895784786588576,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984644711234472,0.0059565094554088,0.0021955019446964,0.999232091132426,0.9994416758096688,2.0,0.8354901965519926,0.0617903251073676,0.0454135726671446,0.914257558892957,0.8962636883547174,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984633339291162,0.0059551463108101,0.0021771972009785,0.9992315139303364,0.9994406955023888,4.0,0.8393920489593056,0.0611987323036058,0.0451376062972489,0.916345436838856,0.8987975014101561,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984650113300604,0.0059581286547192,0.0021874761078914,0.9992323686204034,0.9994421117711608,3.0,0.8343506881792393,0.0618934664277712,0.0457241049104066,0.9135886303793564,0.8946302324125204,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984687798001493,0.0059514621550402,0.002183953246451,0.9992342419723178,0.9994416348603472,0.0,0.8342372679586059,0.0618845916155527,0.045534788393704,0.9135911011625312,0.895078125633382,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9971980294175848,0.0080575924851931,0.005332960285778,0.9986042983790152,0.998723463197865,4.0,0.914204416139514,0.044372095235865,0.0333341993629333,0.9562179110406308,0.9485799943436396,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.997212389707901,0.0080286215754007,0.0052990370536728,0.9986115435100114,0.998734815053578,3.0,0.9149673443006998,0.0443575787761359,0.0331464994046188,0.9566179404697304,0.949056437807146,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9972831339695112,0.0079352896465398,0.0052207659210768,0.9986466686054783,0.9987732609968843,2.0,0.91551408487138,0.0440094939562879,0.0329025035142452,0.9569040867488102,0.9491070911429936,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9971608627163128,0.0081111044198252,0.0053745527405956,0.9985859219684344,0.998697732393208,1.0,0.9152956132516822,0.0440834851800035,0.0330739321536828,0.9567824839350104,0.949569438859629,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9972664936883182,0.0079551077020683,0.0052463937431094,0.9986384267638037,0.998759911438589,0.0,0.9153409831691856,0.0441539417457279,0.0330255734487766,0.9567958678427552,0.9489372921257372,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9984734506536084,0.0059438865107691,0.0021077435658308,0.9992365544134716,0.9994442459845192,2.0,0.8135457474952669,0.065569079595063,0.0482380511034812,0.9020059040899162,0.8793906364847996,2.0
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random,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9670095783091645,0.0276302965090957,0.0207895516829383,0.9834049934874456,0.9810856668192324,4.0,0.9154940169569848,0.0441525619826524,0.0332424887936171,0.9568237238105236,0.9494200196613234,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9664710067057752,0.0278438185536558,0.0209636046675393,0.983129282762802,0.980734680489531,3.0,0.9154523818856608,0.0442339859794337,0.033344950601254,0.9568019929403268,0.9490658911090172,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9667435478746184,0.0277169419360369,0.0208437601647119,0.9832700920207345,0.980925746238794,2.0,0.9158131392613474,0.0442251048659543,0.0332428530910285,0.9569865547547902,0.949440083020285,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9662711177765984,0.0279164191595777,0.0209699295195968,0.9830314725583772,0.9806868205694124,1.0,0.9150728262514072,0.0443982870563142,0.0333968484995845,0.9566028213235876,0.949110618420784,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.976732984011526,0.0231045572991569,0.0177403497591802,0.989605423319307,0.988864032757946,2.0,0.6925190034734259,0.0838606048110553,0.0626734528934125,0.8543874267682595,0.8624177584896686,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.978168291048894,0.0231704420779989,0.0177774056606647,0.9901340634312602,0.9892103039443716,3.0,0.6627342807345027,0.0787448783597475,0.0615741233644704,0.8265773796539562,0.8329887800087625,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.975918107504906,0.0234394393319862,0.0179989723440201,0.98926173321831,0.9884177365930028,4.0,0.7284746569237455,0.0794068156501142,0.0622940206309363,0.869302727646266,0.8666463005195532,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9766324996329772,0.0231345117590688,0.0177716614307776,0.9895546480613768,0.98841833842001,0.0,0.5452770550734938,0.1034115734690593,0.0751006957997434,0.7483201953012327,0.740894640956287,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9765875263131448,0.0233507841388516,0.0179235404639961,0.9895186163408184,0.9882651897011858,1.0,0.5461443072053223,0.101257113710364,0.0741320986840457,0.7412623327907907,0.7373442867855957,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9756595762291304,0.0233526980181779,0.0178994918903325,0.9891269243158576,0.9880609027516292,4.0,0.6306429921075549,0.0957178236086859,0.0700465080660503,0.807351670835937,0.8331190363277154,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9755700586027228,0.0231808121927103,0.0178636651125427,0.9891640184357732,0.9885600503389942,3.0,0.6762005016289425,0.0894313537534305,0.0675636026561507,0.8401496930266548,0.8490568359720084,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9767364211463454,0.0234114673851907,0.0179931501807916,0.9895701413529736,0.9886116835827748,2.0,0.5739838658863632,0.0926368936066072,0.071283687466086,0.7946277181734487,0.7998911215315149,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9755121667396736,0.0232093558305088,0.017879139682199,0.9891821345032126,0.988655550636482,0.0,0.6750212074991351,0.092661049070281,0.0688312499878382,0.8359950891477845,0.8143765859994401,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9769855011136712,0.0234389754951225,0.0180121463273311,0.989659874835217,0.9884437545702424,1.0,0.4210351806926822,0.1084601393365079,0.0771501326888253,0.6547390884078013,0.6676577501776034,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.977981501329952,0.0231294421334136,0.017789459776343,0.9900461008503092,0.9887586239626598,3.0,0.4641329747682483,0.1000333632980677,0.0727285677329389,0.687758762319889,0.6806738384511494,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9760251691103224,0.0233997370714007,0.0179071811152338,0.9893279152925322,0.9882173273367606,0.0,0.5313602963254715,0.100468956578591,0.0734375511459834,0.7523768482946215,0.748940752026124,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9777614203946812,0.0230852169725036,0.0176734491730711,0.9899672462729856,0.9888321372483408,1.0,0.636039318671177,0.0863713172212493,0.0654469977235849,0.8077979674549023,0.7790975376411895,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9743815029906556,0.0233983272186773,0.0179586469620388,0.988651115603789,0.9878964228175096,2.0,0.6610947917892347,0.0964434622326303,0.069639115890818,0.8330672548507986,0.8514160300102488,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9735660022389367,0.0232730949907794,0.0179643034594696,0.9884527221963326,0.9880422364132868,4.0,0.659148944628284,0.1033791542327036,0.0773899338335935,0.8323401369931722,0.8223652680978756,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9773307823167064,0.0230580065799205,0.0177365857632128,0.9898164975776976,0.9886867922347352,0.0,0.5119232283173556,0.1013522526942723,0.072040932913181,0.7604503007704063,0.7461255876547256,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763123532307127,0.0234466161070451,0.0180165239544835,0.989357271071348,0.9882683866248776,2.0,0.5942625715478691,0.0941412920266844,0.0686310709183814,0.8002652521121926,0.7882276533618994,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9751958083209116,0.0235381418287567,0.0180217100815253,0.9889058549394628,0.9877224683760012,4.0,0.4740703373901003,0.1093630557207757,0.077238003702532,0.736538555522768,0.7366792598388634,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9762878802927344,0.0233354589701283,0.0178909060954166,0.9893836953509608,0.988498065213514,1.0,0.5704641491101343,0.1001408783332033,0.0721519774428314,0.7661404261622426,0.7591933693109364,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.977459611696893,0.0233839008081051,0.017943979342651,0.989787068521404,0.9885495948223044,3.0,0.4945147173010922,0.0958533511908904,0.0712050810104703,0.7242504935809765,0.7142621521953174,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9770566571735544,0.0235446907920353,0.0180470331022544,0.9896754012892373,0.9885880179820234,4.0,0.5793798121679681,0.0914996565544569,0.0695496321389952,0.7832771044784492,0.7892390677431095,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9769801827083626,0.0234272688479856,0.0179695583362293,0.9896677697251464,0.9887120353210992,1.0,0.653476188698782,0.0846777544604348,0.0645717799096179,0.8127103020150651,0.8118945187149051,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.976657517117574,0.0231501866872262,0.0177673474775676,0.9895935637101624,0.9887948474694108,3.0,0.6995815569090706,0.0832901842659617,0.0628908373072747,0.856907838801674,0.8600375485949713,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9750430751590564,0.0232816859878687,0.0178664188526988,0.9889069196867624,0.988137893633337,2.0,0.6581633429383013,0.0964340248501021,0.072728907866713,0.8374100724560661,0.83458321007085,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9774063718006856,0.0233661259385059,0.0178746446769196,0.9898016559550024,0.9886886694376016,0.0,0.5799923920279633,0.0901069722009353,0.0651465576270513,0.7683251983414185,0.785909517712527,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.976464371149362,0.0235230159001332,0.018072811927582,0.9894188937055431,0.9880013676136904,2.0,0.3827595463686004,0.1150836397638773,0.0812969239998554,0.6332410622802479,0.6416783435470022,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.97605795936382,0.0234082727102215,0.0179551273253755,0.9892557119731472,0.9883681240112024,3.0,0.6173901053409729,0.0883759357613994,0.0679949272253052,0.8206193294367986,0.8357942966368844,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9766768446032243,0.0235741887857762,0.0180855924391992,0.9895382653663748,0.9884901628552848,4.0,0.5309332363278318,0.098881251144063,0.0718592135815685,0.7297718377257904,0.7122663081271848,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9772289562379528,0.0232609322512891,0.0178774907524735,0.9897570087795248,0.9884759081913792,0.0,0.4677417303984609,0.1044789196051627,0.0743816787039392,0.6857553988334423,0.675909470691211,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9761757990666168,0.0236064445214289,0.0181224350442162,0.9893374061154032,0.988234783817194,1.0,0.5548624674516791,0.0963789373531289,0.0731574784777854,0.7816264835280079,0.7886070141152394,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9756719233154492,0.0237724132638145,0.0181030662029747,0.9889497868553864,0.9878204388059244,3.0,0.5242221875018176,0.1035546378843553,0.0743251644338808,0.7255038216485257,0.7059057248947092,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.974144394806495,0.0238112208286474,0.0181955982234062,0.9883987545992448,0.9876285207210072,4.0,0.6641376157453858,0.091447555953214,0.069273995896199,0.8346370112898706,0.8460886141658456,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9760446356912208,0.0237314234185085,0.0180503355863689,0.9890838107257508,0.98778553097739,0.0,0.6101283212640012,0.0923072043896477,0.06675932303342,0.7872325962755481,0.7912871255504682,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9761914901428064,0.0237201884311741,0.0180919977046883,0.9891946008706374,0.9880088482265518,1.0,0.5602756066823515,0.0960230801127179,0.0700606207011577,0.753782778775755,0.7574573412219091,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9763081873914716,0.0237422934079168,0.0181073245153161,0.9892345451865512,0.9879097660836887,2.0,0.5673719539015702,0.0946990154586845,0.0693407117156761,0.7623958797382215,0.7582546869250419,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.976147784317644,0.0237404142452257,0.0180884500744894,0.989166045773232,0.9882048896571456,4.0,0.5854690469045271,0.0890688214934329,0.0692993495510723,0.8053015336736284,0.8083969272888234,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9752236091469042,0.0239267442985364,0.0182132884950224,0.988789878753114,0.9873506995681842,1.0,0.54113446950548,0.099268204724485,0.0739163435295288,0.7491116685595046,0.7376079949193154,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9739916598822748,0.0239077001794205,0.0182435395860962,0.9883251108067226,0.9876624631785336,0.0,0.6732479377373182,0.0941369054718335,0.0690951957053244,0.8340668533665885,0.815614568040441,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9755855546851714,0.0235826191937123,0.0180189337778907,0.989033919776053,0.9881764583599096,2.0,0.6561338571190699,0.0903488566852492,0.066465643447655,0.8217318543146129,0.835456935125904,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9756036513355802,0.0238336821094624,0.0181201338050936,0.9889406816772304,0.9880618658513598,3.0,0.7122289046384302,0.0802468897772808,0.0624493289694216,0.8633720476012726,0.8518572040537682,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9755118651701692,0.0240986716099186,0.0183343872711249,0.9888952882228182,0.98775346896003,2.0,0.7024898675429383,0.0798835692784017,0.0623757612276107,0.8504488620712994,0.8542542296382083,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.975955891492527,0.0237619958042961,0.0181335042250755,0.989101766492228,0.9877812037156092,4.0,0.513838352309977,0.1022711527292674,0.0727768487502875,0.7211687831248164,0.7150600784625667,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9750526910890156,0.0239007186773299,0.018226741457589,0.9887583924198236,0.987613980138673,3.0,0.5359931723088501,0.104436357161766,0.0771462017295458,0.7330385128618112,0.7112049471843459,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9750646990947242,0.0240607760026889,0.0182903730509038,0.9887150493972868,0.98751041117314,0.0,0.5701166468650176,0.0989591113929872,0.070475127582899,0.7578548843552413,0.7867410360927397,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9752247081177466,0.0237514675856922,0.0181221285693997,0.9887994883018604,0.9879179076418332,1.0,0.6242917518035108,0.0939148442626675,0.067776783096751,0.8207620554307775,0.8139351075189573,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9777252767873276,0.0230482601203044,0.0176831704739774,0.9899368856228754,0.988587151321811,0.0,0.5269595405451908,0.0976459985958198,0.0715102427059923,0.7275478834950873,0.7217266081992216,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9771402892316822,0.0230334233234191,0.0176677669429416,0.9897494144145008,0.9887446439266718,1.0,0.5969799217911371,0.0959633632040701,0.0696225254711556,0.7767842947468591,0.7922172060533523,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9768919632958466,0.0234121624707882,0.0179811165571551,0.9896248278808784,0.988602455220175,2.0,0.5265915643895362,0.098318293489206,0.0724368857074811,0.7536289616869529,0.7490808102650605,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9765843601449224,0.0233043566557918,0.0178218512267799,0.9895052177427736,0.9884445575883918,3.0,0.5033538151519357,0.1030776330019596,0.0745917384278045,0.7101676913223935,0.7219519328739225,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9746903107658416,0.0234168112018476,0.0180203488209374,0.98875958835717,0.988148950123705,4.0,0.6053458313796709,0.1066292238114797,0.0767834726395939,0.7906546562560992,0.755718210987466,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.976866529183451,0.0233334357070526,0.0179261761461816,0.9896693443571144,0.9887775287751076,4.0,0.5827175434465138,0.0951655753605319,0.0702446473939039,0.7703440969466202,0.7399602123630792,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9766302685909533,0.0231539898777046,0.0177778013400337,0.9895498676272854,0.9885573509573972,3.0,0.661944644550036,0.0892525022864215,0.0664461150036504,0.819391564364645,0.8201391165407758,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9767895048362616,0.0235417213527846,0.0180526151776392,0.989584003597486,0.9885472494111716,2.0,0.5618787589885039,0.0963888054406836,0.0708944504709709,0.7590241969237905,0.7534008783374037,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9759986065567868,0.0233453267975849,0.0178678014301286,0.9893094181502624,0.9881978680696492,0.0,0.5178157366466396,0.1024723642562714,0.0741996352149719,0.7367843529733326,0.7336544660658658,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9769921981771892,0.0229066756976506,0.0175717998698736,0.989744905064964,0.9891045808160404,1.0,0.6920766958334579,0.0859864375361013,0.0654672973850334,0.8560395227690859,0.8567520415402856,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9764862358416248,0.0233066699414109,0.0178965950724151,0.9895016822535014,0.9882568515669772,3.0,0.5438813970425335,0.0989598937214487,0.0736804843296985,0.747737826253519,0.7371591679000001,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9764763428523208,0.0232812521749914,0.0178375885064435,0.989451956199434,0.9883173624379442,0.0,0.6044431452479593,0.0960600525811673,0.0702772865389312,0.7849116272477389,0.807096131540522,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9782508874933294,0.0232354128779665,0.0177969434252648,0.99015335922978,0.9887379935590698,4.0,0.4013885808545945,0.1020412887139528,0.0729044554135812,0.6487288073548839,0.6468491244174726,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9767873054823428,0.0232640283324903,0.0178615058270676,0.9895766029591304,0.988319464198511,1.0,0.5004975404073564,0.1051959533261813,0.0768927667701661,0.707903242753539,0.6932839414687129,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9773695020855926,0.0234710537059573,0.0179791760063165,0.9898021091396728,0.9885946115245262,2.0,0.5462635784898673,0.0927547530612276,0.0690200273504474,0.7440884052329193,0.7296779565436627,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9757535881144282,0.0233516731760456,0.0179374454884783,0.9891990984183698,0.9884570817437628,2.0,0.7307635847342925,0.0818235545930121,0.0618927461649683,0.8731348835186598,0.8775977395298844,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9775902116144128,0.0232998655506746,0.017856446554043,0.9898791136413134,0.988411082977741,1.0,0.3984430448638457,0.1077989392522433,0.0764744179465865,0.6357300203132206,0.6431326497865162,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.977078808636297,0.0234052674915361,0.0179454099775614,0.9896738470422172,0.9887675744386556,0.0,0.709758077627942,0.0772036616898773,0.0611198973171096,0.8544640604664314,0.8487178428353831,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9773737132196292,0.0234016257372322,0.0179316469324993,0.9897590578709022,0.988741893971491,3.0,0.7154590742720015,0.0755491600869379,0.06008687713484,0.855736786488963,0.8478241114816442,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9773129680692816,0.0234119248539532,0.0179545355066187,0.9897787126231472,0.9885179694888664,4.0,0.6346234167301774,0.0845914672434998,0.0648375138697958,0.8071664105124495,0.817614011658753,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9759667838448106,0.0234682354133234,0.0180261693298157,0.9892407960158296,0.988173380793757,0.0,0.5781037038754069,0.0996793141220894,0.0710931419674757,0.7656973425972325,0.7786899054691351,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9773582080145462,0.023110546689387,0.017744085547847,0.989905277977014,0.9887914020931288,1.0,0.5311946087650674,0.0988635069407755,0.0711494373144717,0.7378742813130457,0.7445205058830766,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9745515536029244,0.0235956961833153,0.0180694755879654,0.9887356207288324,0.9879467472840838,2.0,0.6216461117327078,0.0978825199923535,0.0695802081815202,0.8184475062749568,0.8345531218931815,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9761661038500764,0.0232083464560659,0.0178565912181559,0.989396873874683,0.9885624414058496,3.0,0.642030566687428,0.0947526899835166,0.0728611846270924,0.815615996346432,0.7932678827985502,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.976782681277408,0.0233475892600225,0.0179209804051913,0.9895810354120478,0.9884705567471452,4.0,0.5421254897953538,0.0952365377164302,0.0713251502255037,0.7834657059351994,0.7774286151386185,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.977107620550676,0.0231831308860509,0.0178279098924396,0.9897385244788044,0.98891008096429,0.0,0.7015230145932136,0.0809688748663043,0.062318660853814,0.8466930441822033,0.8470279905694937,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.977383182878627,0.0230766642794355,0.0177089129864449,0.9898409684814256,0.9887918794157268,3.0,0.6815997001185421,0.0836195354964567,0.0627315321364259,0.8286251904914994,0.8315879627146827,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9763137132442328,0.0235549996963258,0.0180848035470143,0.9893920494794136,0.9882902202716184,1.0,0.5507387541379839,0.0970214580264633,0.0726551639352399,0.7735382573435081,0.7776805697079106,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9768069727406355,0.0230728505768533,0.0177738985398638,0.9897006123136748,0.989015904541884,4.0,0.6732904303565144,0.0867421794958691,0.0643731278934341,0.8306565024287986,0.834021787003111,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9768339875959928,0.023516294411142,0.0180381570172539,0.9895931530004232,0.9886256801543224,2.0,0.6734669088070226,0.0818930270687318,0.0620851640523231,0.8304380277834703,0.8212178431962489,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9765992351927528,0.0235084859061263,0.0179409674655335,0.989433503125618,0.9881175509553936,4.0,0.5149849586445401,0.0998227482757826,0.0721111139885098,0.7199828054631067,0.7221353308211882,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.974245899577148,0.0240696397807686,0.0183512589514371,0.9884042563585532,0.9871329652224284,2.0,0.5527987520753757,0.104402869640079,0.0781618292334595,0.7505644012062135,0.7622755550832649,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9772827852212426,0.02350917707118,0.0179607374158529,0.9897181405491392,0.9884584946282464,0.0,0.5724052447774044,0.0905314063080244,0.0673762980883835,0.7681542813095434,0.7792073429966954,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9750964587634894,0.0240911855540654,0.0182564175189248,0.9887196910422557,0.9876442965085092,1.0,0.6758057725602034,0.0844594513069141,0.0643814285832028,0.8439913244538256,0.8441774480529377,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9747939684887428,0.0235458208653983,0.0179363723333874,0.9886638205310948,0.9878534431081812,3.0,0.6339296740896938,0.0973569628285187,0.0722504465678603,0.8336234214753463,0.8460089468655012,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9748351306626084,0.0241906649617411,0.0184105756140881,0.9886074326913904,0.9875785280906594,2.0,0.6474938908685182,0.0891763019895831,0.067262916154491,0.8206547005105626,0.8402110945952651,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9747528012827016,0.0238857005745902,0.0181776294227165,0.9886252257547378,0.9876165624321877,4.0,0.6256193710120823,0.09557273374649,0.0708119021057266,0.8062398040026415,0.8292775355754155,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9766175546057996,0.023653544205618,0.017989662034733,0.9893375564291752,0.988143865277238,1.0,0.6138141754122179,0.0886824040197391,0.0641743128712407,0.7928765281040507,0.7885433919926321,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9751762410241293,0.0240146251428072,0.0183044060926529,0.9887318845926856,0.9877090500270128,3.0,0.5767822529370479,0.0962067649453944,0.073802146104434,0.7658123100970813,0.7483522701650915,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9748914598978944,0.0237461838670808,0.0181457117310923,0.9886416743446698,0.9874768283245644,0.0,0.5614960851681978,0.1045365956329291,0.0747463717244496,0.7713886455767937,0.749523772703508,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9757599633420336,0.0236371527580734,0.0179626597972017,0.9890094513584644,0.9880520388641112,4.0,0.65698442755321,0.0864946847061488,0.0645781091622119,0.8384030530112283,0.8423411236201517,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9756251044792916,0.0238371987734191,0.0181822600053504,0.9889669790793753,0.987662658665726,1.0,0.5236642532398945,0.1031727660674656,0.0750460573887334,0.7269647070493069,0.7160726164075835,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9756454413035176,0.024031292361707,0.0183329260104077,0.988994358828476,0.987731306750834,0.0,0.5739875480614018,0.0936401019621532,0.0716606470682579,0.7868840280962619,0.7945822846645557,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9745775182097648,0.0240311676485692,0.0183011989688906,0.9885335027089586,0.9877064115984684,2.0,0.6795004594242111,0.0885833678423851,0.0672012235061293,0.8397273088858115,0.8259917857928377,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9760918337751436,0.0238317493441028,0.0181760219116464,0.9891628184576908,0.9881863666581012,3.0,0.5502666620408687,0.096604658946925,0.0714157217621636,0.7537895578948322,0.7435018588750324,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9764476778250964,0.0233506851081548,0.0179229723818441,0.9894431295251366,0.9884500596614282,0.0,0.8349358317143152,0.0616556031821552,0.0456186036637455,0.9142621965732016,0.8964192393923635,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9764872350282754,0.0233172105707851,0.0178880657861822,0.9894652771136088,0.9884824337674571,1.0,0.836205331324563,0.0615644776302152,0.0457149727820754,0.9149421978993834,0.8981062105446613,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9764590656751614,0.0233334494017264,0.0179158894772802,0.9894547987242798,0.9884633417429548,2.0,0.8358095857121275,0.0616131229413148,0.0455760924659585,0.9147952921054072,0.8976189994133352,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9763678154879962,0.0233683510484189,0.017922397022587,0.989411320870105,0.9884157951508004,3.0,0.8374034775154018,0.0614226866801614,0.0455942108080674,0.9157003179367084,0.8985511806018008,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9765213004248976,0.0232902540952764,0.0178821134803679,0.9894786940994612,0.9884933249744362,4.0,0.836073194351528,0.0616954901216575,0.0456561088938361,0.9149182327641416,0.8972943881958044,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9765093324687596,0.0233036235995965,0.0178931439387771,0.9894726261019692,0.988472464171812,2.0,0.8352968039950732,0.061762638812475,0.0457177514772131,0.9144546645980952,0.8974070163866747,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9764316471765672,0.0233302634858968,0.0179066937400716,0.9894316901319508,0.9884020842668172,3.0,0.836418248194273,0.0616766194218301,0.0457064834016387,0.9151343315119256,0.898022502289692,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9764123182581912,0.0233362210657106,0.0179184979063557,0.9894260982181352,0.9884041263644386,0.0,0.8377813202830031,0.0614566332037352,0.0454214617633199,0.915779007189204,0.8982626350827113,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9763552309930384,0.0233410670789727,0.0179096947697805,0.9894052480244836,0.9884026838272554,1.0,0.8379323507768405,0.0616703884585676,0.0456409833591257,0.91592398587901,0.8992381265279585,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9763608885005994,0.0233719022228473,0.0179256891330253,0.9894008074883608,0.9883908599894684,4.0,0.8354732889226812,0.0617849111533187,0.0457636090493271,0.9146998089127856,0.8980037629124223,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9765081601399976,0.0232843021031585,0.0178825874924528,0.9894824177276964,0.9884923835589512,1.0,0.8370231394061229,0.0616440949665925,0.0455567761579307,0.9154813357247796,0.8993315896404841,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9764964081665662,0.0233242425567371,0.0179039720124777,0.9894572922160616,0.9884361999041404,4.0,0.834510458345667,0.0617591167806384,0.0456943885751058,0.9140720331621648,0.8974387132337086,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9765073149031764,0.0233148672696925,0.0178908714632089,0.9894643849281158,0.9884481747618538,3.0,0.8333425264786882,0.0620155468156031,0.0458601274341718,0.9134489153639518,0.8962313731212541,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9765690052454676,0.0232912314155789,0.0178886269984394,0.9894849682204312,0.9884861921022172,2.0,0.833028878475186,0.0620025071511725,0.0458186191289818,0.9132444599770496,0.8966362973596169,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.976348146109332,0.0233560824187623,0.0179217815350125,0.9893987064481344,0.9883823159481576,0.0,0.8372595999171709,0.0616766630321466,0.0456792153896703,0.9156866042482062,0.899064515416724,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763312119448404,0.0233844635401042,0.0179390563901107,0.98938129735705,0.9883650458684672,0.0,0.8355010667874425,0.0618018205948402,0.0456523281054339,0.9146656547245212,0.8974216231187929,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763548515496842,0.0233730788297996,0.0179411434286037,0.9894071531698396,0.9884293555513078,4.0,0.8387217076064659,0.0611904900127246,0.0452155960062453,0.9164078974234124,0.8995612767879834,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763543978005936,0.0233772466234161,0.0179259720975204,0.9893861765141984,0.9883582392060462,3.0,0.8347422461536681,0.0618994298772242,0.0457217775349166,0.9142246029994442,0.8975726300189749,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9764496453742416,0.0233488804888276,0.017890940315348,0.9894319008076607,0.9884281161120582,2.0,0.8346368601300446,0.0617193121881509,0.045834092568402,0.91418579837309,0.896913992156035,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763246655970736,0.0233842506533271,0.0179276942039508,0.9893806208561744,0.9883731971832278,1.0,0.8363671942701744,0.0616745855001912,0.0456821651380947,0.9151202051174964,0.8977275615849983,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9762774892869042,0.0234072105117845,0.0179619497661012,0.9893675169834056,0.9883605026447536,4.0,0.8395101194765717,0.0610830261594092,0.0452138714682548,0.9167664242173994,0.8993449531921195,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.976397590236048,0.0233977247619337,0.0179521848685046,0.9894064053846676,0.9883879158436746,0.0,0.834413681572485,0.0615140276534932,0.0454710948011114,0.913988841131225,0.8970192599602897,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9763382615850212,0.0233900810110195,0.017934423565073,0.9893835235075032,0.988366467439862,1.0,0.8355622262862277,0.0616944786332082,0.0456807629461941,0.9146775279776824,0.8975661633393905,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9763892088818262,0.023373832401138,0.0179235731169255,0.9894069708262462,0.9883987533501176,2.0,0.8366311599362248,0.0613995154841742,0.0454868882057295,0.915165479271169,0.8982831920746268,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9762391382188056,0.0234365384689312,0.0179743862317842,0.9893380847289276,0.9882933669082656,3.0,0.8358882901631646,0.0616594084191443,0.0455794486190188,0.9148248657026358,0.898000137084792,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9763304562416832,0.023392605932415,0.0179250020339784,0.989376471809866,0.9883718680159398,4.0,0.835742690156282,0.0616736512732012,0.0457626042964638,0.9146915047294136,0.8975906228839877,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9763911026823416,0.0233709493487139,0.0179299652604392,0.989416203103671,0.988428168010404,3.0,0.837075101476614,0.0613354150492906,0.0453724031096558,0.9154208708795006,0.8985296034621078,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9764195112971188,0.0233644302317522,0.0179383271331652,0.989423313185788,0.9884021070176716,0.0,0.8352863442158075,0.0615911241105477,0.0454818456267179,0.9145181804777448,0.897785914389062,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9763877120433504,0.023369622164192,0.0179279743212308,0.9894087530945505,0.9884048886263788,1.0,0.8368526377207197,0.0614099739210365,0.0454930897155922,0.9153218575143948,0.8980188940510148,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9764436493618776,0.0233508837826853,0.017916008715576,0.9894313617013968,0.9884285125747692,2.0,0.8350545159663383,0.0616524652404519,0.0456122577541013,0.914345817055741,0.8966234811243363,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.975482870239012,0.0238148722884131,0.0181424520069363,0.9888988645237272,0.9877677454524848,1.0,0.8334036481274334,0.062037748504942,0.0459655561431138,0.913404263675498,0.8952515308563664,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9753504622972048,0.0238662575245285,0.0181860038329825,0.9888425319086708,0.9877338564471898,0.0,0.8356019385124569,0.0617598751608035,0.0457799550676598,0.914599764893828,0.8975074602342522,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.975380017040114,0.0238412362369506,0.0181615069262084,0.988860810891591,0.9877138508461468,4.0,0.8365086501619349,0.0616956919995569,0.0456078241927042,0.9150808520959456,0.8981493775752009,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.97526629380057,0.023879862652843,0.0181896225289834,0.988791122143412,0.9876449657610205,3.0,0.8358376043253058,0.0619907750522817,0.0458748847229073,0.9148057973748492,0.8977655981893122,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9753380635622654,0.0238573351416062,0.0181625065348564,0.9888355228534907,0.9877020682997194,2.0,0.8365008528449964,0.0617439452306809,0.0456737463167644,0.9150749706197464,0.8976834229644729,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9752605137127336,0.0239084364895143,0.0182110895069053,0.9887860316492972,0.9876059882660458,1.0,0.8333110989328296,0.0622011814800256,0.0459481718259712,0.9133942794474896,0.8963861463755297,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9752290543334255,0.0239208087590198,0.0182129395839023,0.988767052406245,0.9875866589651764,4.0,0.8348709470985743,0.0619397333704634,0.0457174010665592,0.9141408043974948,0.8966572778382361,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9755314256224726,0.0237722749574005,0.0181108015292443,0.9889419866852812,0.987853970477175,3.0,0.8363883472738847,0.0616752805848854,0.0456847811536536,0.9151685281273304,0.8979800766854661,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9754708683729628,0.0238186315355964,0.0181503091167441,0.988898475291376,0.987753372904253,2.0,0.8370502843740532,0.0613761491499338,0.0454055449914704,0.9154907153291784,0.8988601971700517,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.975337381661076,0.0238813922049787,0.0181877785086314,0.9888361259739076,0.9876932505274052,0.0,0.8366661861957816,0.061469155041011,0.0455849271855163,0.915222103440786,0.898105818597856,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9753730458206624,0.0238983388500646,0.0182051922989465,0.9888252011569164,0.9876540885540592,3.0,0.8307677059425902,0.0622086090226584,0.0459648822918944,0.9118461181304932,0.8944358462341722,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.975424669550169,0.0238568593906739,0.0181615811871162,0.9888508757314992,0.9876998867490934,0.0,0.8325038672636305,0.0620593085881811,0.0460008315222577,0.9128736115439362,0.8953448680601268,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9754181788511144,0.0238399739073326,0.018169829671097,0.9888578003913888,0.9876910173243412,4.0,0.8341071723213841,0.0619722322291712,0.0458356943371049,0.9137615600006612,0.8967513481470224,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9753723458294096,0.0238583847544868,0.0181760789911391,0.988831111809864,0.9876803248252446,1.0,0.8328084551213404,0.0622537570637463,0.046049881945716,0.91312847558103,0.8956885654230108,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9753271921184878,0.0238808725265069,0.0181784828962671,0.9888267719435024,0.9876967230574404,2.0,0.8352270268164609,0.0617954248114687,0.0458137930958148,0.9144410282124604,0.897024563908922,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9765202358283828,0.0233153148658436,0.0178932895013476,0.9894733692379184,0.9884681862691006,0.0,0.8351115030414049,0.0616159975500437,0.0455411332759553,0.9144033603275676,0.8980915361377723,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9765639065237294,0.0232758462637299,0.0178779135767797,0.9895036358940912,0.9885046652120978,1.0,0.8351123948317825,0.0618047005805544,0.0456624075624969,0.9144460768212404,0.8978624623504766,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9764589668917592,0.0233308307687337,0.0179084274481422,0.9894536289779188,0.988453782318968,4.0,0.8369646855617778,0.0614249657263485,0.0455352247995168,0.9154510977032284,0.8990531138952749,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.976558588987582,0.0232771079125925,0.0178710416269421,0.9895047804340878,0.9885034778269086,3.0,0.836383842666725,0.0615800645444963,0.0455862934830091,0.9151925443615132,0.8988897864835643,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.976417636225066,0.023366616014887,0.0179284684852452,0.9894185744065424,0.98839249638786,2.0,0.8350129717101502,0.0616298598783593,0.0457007252343869,0.914346597825271,0.8978301346855535,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9764417681196048,0.0233194207115528,0.0179141504833244,0.9894448101840458,0.9884511728020952,3.0,0.8377004867571789,0.0614938783501704,0.0455314113577126,0.9158370350939654,0.8990553213428732,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9764258663084288,0.0233356182666917,0.0179083818681276,0.989439542348904,0.9884287679611244,0.0,0.8378020109189968,0.0613894143928444,0.0454411804914582,0.9159316848868824,0.8991595702736653,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9765308306457904,0.0233067506929404,0.0178924405555287,0.9894886427675664,0.9884929157961022,1.0,0.8360649559901489,0.061472282265468,0.045465227443982,0.9149105796883442,0.8977748116621072,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9765405161545272,0.0233126386871684,0.01788978067272,0.9894884665908558,0.9885048031197474,2.0,0.8363434007560695,0.0613068691310358,0.0454096284148519,0.9151104482148134,0.898266617114143,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9763884102611928,0.0233655746904275,0.017927415956255,0.989420819138966,0.9884078884866748,4.0,0.8365541477371008,0.0615050215569635,0.0455051899822419,0.9152083118479144,0.898495585505933,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.976419571468479,0.0233451830811584,0.0179077224569436,0.989427789564618,0.9884440497031736,4.0,0.8357460742402492,0.0617093294011681,0.0456792517143649,0.9147469138546724,0.8961278709156811,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9764098568258318,0.023333104635795,0.0179149562489783,0.9894375474755146,0.9884514896671512,3.0,0.8385605355327254,0.0613516994385657,0.0454559569067412,0.9162589243364028,0.8991422895654033,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9765378488830696,0.0232889007426978,0.0178717842340442,0.9894875046375196,0.9884859101184847,2.0,0.8365911370900991,0.0615256199113826,0.0455652362019664,0.9152460471282712,0.8988540660392712,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9764588216308798,0.0233292689364859,0.0179003173786917,0.989454361927331,0.9884602017628472,1.0,0.8370530287496301,0.0614262946188623,0.0455161244985374,0.9154855771929588,0.8985523765062585,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.976373227025002,0.0233770233162306,0.0179515603361665,0.989408572531781,0.9883806689804724,0.0,0.8364339792725168,0.06148613439485,0.0454277000904706,0.9150586496041184,0.8982318078572589,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763866243365938,0.0233705209186757,0.0179150039904241,0.9894185180472674,0.9884342407341196,3.0,0.8370815936449039,0.0613626764699117,0.045431296457005,0.9154892194592572,0.898822819985313,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.976370470637592,0.0233929062362867,0.0179534357449641,0.989399006893706,0.988391518391142,0.0,0.8356551172422217,0.061478701183524,0.0454450058729432,0.9147082261702224,0.8979737912153734,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.976308970714464,0.0233870517849507,0.0179336784465235,0.989364274595124,0.9883461119094868,1.0,0.8376249296980152,0.061487875632411,0.0455838724513106,0.9157721847028132,0.8984387643477572,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.97621245848694,0.0234587634552013,0.0179937430436764,0.989314966162358,0.9882628524795636,4.0,0.8342909855738585,0.0618619750904807,0.0456927872188675,0.9138836534646912,0.8967526369678711,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763279229573104,0.023417579945171,0.0179537097324439,0.989372659861648,0.9883497848641012,2.0,0.8371938584157178,0.0611522942271077,0.0452402209198538,0.9155101612349468,0.8985045214057253,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9763656053973184,0.0233550435047633,0.017911164538993,0.9893975521553252,0.9883961318504292,3.0,0.8372106656979902,0.0616095128996222,0.0456484542543337,0.9155442236173202,0.8982721907297576,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.976218227233099,0.0234411326916589,0.0179733778653076,0.9893246324344565,0.98830195468326,0.0,0.8361037134944841,0.0616788628347626,0.0455936606118674,0.9148544303740416,0.8973475245012832,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.976406662666098,0.023369584782239,0.0179184889447889,0.9894199131558228,0.9884349649234548,1.0,0.8360395501445208,0.0614640225266329,0.0455161830338579,0.9148814102002952,0.8971006018214593,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9763008412150026,0.0234186005358841,0.017963807712831,0.989359702859679,0.9883207823917052,2.0,0.8347631093593663,0.0617382435473584,0.0457021700428418,0.9142077642630756,0.8974967845926614,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9763822085351674,0.0233665097749085,0.0179188582094997,0.9894133085931734,0.98842211836206,4.0,0.8370354818647467,0.0614365526465573,0.0454615675573419,0.9154252303760994,0.8975691566834862,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9763569001969756,0.0233805963942305,0.0179250912330697,0.9893844300231588,0.988368902960994,2.0,0.8356963979762961,0.0616710212875058,0.0456061256890584,0.9146429407057166,0.8974248883888337,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9764226121644544,0.0233573477799737,0.0179383900769305,0.989437890086029,0.9884196145594089,4.0,0.8387817259782514,0.0609926433774445,0.0451019575909824,0.9164592871466292,0.9001874511025445,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9762852078095056,0.0234010670774127,0.0179377940176826,0.989367206210911,0.9883447389232328,3.0,0.8383764846677579,0.0613226532494151,0.0454510887323417,0.916199943359069,0.899997741851258,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9763644490753542,0.0233811678996825,0.0179278539243906,0.9894027241803248,0.9883845331184804,1.0,0.837289232513173,0.0613272294593845,0.0453935806371732,0.9155554699735012,0.8990830454781152,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9762174692731952,0.0234388927907152,0.0179653768947533,0.9893327871509586,0.9883320064661067,0.0,0.8382171322386012,0.0613070692943453,0.0453998750890857,0.91611455836693,0.8983854070988262,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9754221626080288,0.0238528580567732,0.018172416520594,0.9888675299427298,0.9877165161189176,2.0,0.8335221253075349,0.0619271877131359,0.0456957857348641,0.91347484124053,0.8959687221728581,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9755263424279628,0.0237946733241513,0.0181281531070655,0.9889139973003948,0.9877791722457986,4.0,0.8343595125629524,0.0618500348342786,0.0458621132165225,0.9139799093214224,0.8972069986175445,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9752418121043096,0.023935519248941,0.0182225213851069,0.9887761726007108,0.9875910975264832,3.0,0.8344024339013623,0.0618118117906203,0.0456960068607073,0.9139661256569968,0.8967671084101578,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9753921105185648,0.0238605253210639,0.018171667285366,0.9888506834597643,0.9876989245508168,1.0,0.833217460936977,0.0620557816184098,0.0459354911936616,0.913290561524396,0.8965597583437328,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9753962150856296,0.0238288305318755,0.0181519559020604,0.9888566216476012,0.9877165977330588,0.0,0.8351309769179244,0.062005845419158,0.0460014945346423,0.9144151273628572,0.8975785082050416,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9752844988509032,0.0238788810479032,0.0181991611620205,0.9888006630221556,0.987669045621066,0.0,0.8366766181863026,0.0617552447223575,0.0456430046150909,0.915131431144816,0.8972477943476665,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9753046376214513,0.0238867866088671,0.0182028452286519,0.9888071203707334,0.987677158997662,1.0,0.8351490564465882,0.0618618975296898,0.0457489931282183,0.9143183616846796,0.8967025682540908,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9753329001010606,0.0238925468814552,0.0181904360787598,0.9888282989946096,0.9876972588325844,3.0,0.8347054112445549,0.0617415259432943,0.045796864965908,0.9141340736878918,0.8967728252966164,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9753158834658312,0.0238838594779813,0.0181968620037231,0.9888076245176176,0.987665858539901,2.0,0.8343265425669486,0.0619897331144256,0.0459357768421502,0.9139703787683044,0.8968241090981848,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9752939189248148,0.0238846785513914,0.0181912072715961,0.988801511152192,0.9876291810758884,4.0,0.8339498969695482,0.0621617029208367,0.0460440098025419,0.9137627158818992,0.8967101779896246,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9752379753071876,0.0239205191992484,0.0182111779686709,0.988782775981738,0.9876403989058616,4.0,0.837086423526263,0.061481216899154,0.0454703198397328,0.9154880261010244,0.8986793343174374,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9754376934495737,0.0238318949814886,0.0181580814183091,0.9888700048756291,0.987717708898764,2.0,0.8343539256037095,0.0619103825200193,0.0457217261758937,0.9138921675366236,0.8964307729400464,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.975353198088616,0.0238762974851271,0.0181978104343438,0.9888365517521724,0.9876894602149676,0.0,0.8347322385172098,0.0618052512390224,0.0457435615884148,0.9141345848893532,0.8967519594350166,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9753559089735848,0.0238728105511395,0.0181785846088765,0.9888393626891042,0.9876809103262468,1.0,0.8350253771151969,0.061773123535421,0.0455843953789197,0.9142184789415134,0.8970561297295223,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9755094093942076,0.0238278719834474,0.0181403310025471,0.988899255195547,0.9877363484484823,3.0,0.8324543383623482,0.0619415177654434,0.0458413386033713,0.9128468096928594,0.896112531955131,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6164102391489663,0.0931658377157393,0.0736353190509093,0.785117978447137,0.7741631091226274,1.0,0.44193104841438,0.1155084373723768,0.0837690670883201,0.6978740452509137,0.7139359307725603,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.659022890791843,0.091547068171025,0.0727429572518082,0.8118022490111985,0.8081698288021618,4.0,0.1956679868079126,0.1236088626632457,0.0945538701084688,0.6336109923717719,0.6252805483438256,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6442605087436236,0.0938479454482712,0.0744259288460867,0.8026584016018503,0.7945483138146411,0.0,0.3632970272687829,0.1103346359185441,0.083260108533104,0.6572194707188338,0.6618198870413036,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6165882064408352,0.093207664670837,0.0730446900321913,0.7852313082519803,0.7819426142970889,3.0,0.4886702555447006,0.1121954895989894,0.0862033087273745,0.7036258478973847,0.6753962791264903,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5931288192820998,0.0931872793890994,0.0730934084623655,0.7701485703341208,0.7649082941098299,2.0,0.5176876086315871,0.1190028012384368,0.0877857983390858,0.7714551835370186,0.7873559151212329,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.652158105760919,0.0912029579382247,0.0726608767631321,0.8076270325461551,0.7963298212067306,4.0,0.2978859103734385,0.1187754259339699,0.0890255484763026,0.6076029776507734,0.6125791722958859,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.595725253410978,0.0914067070082242,0.0720225166177102,0.7722765374340753,0.7614159540074534,3.0,0.4234844245221345,0.1203637285114981,0.0895945573307923,0.6749303911567561,0.7006870405553923,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5957090634572805,0.0961627491740021,0.0754421724639181,0.7718232259812874,0.756825049986732,2.0,0.5345751428982629,0.1032405947892771,0.0793815655841072,0.7383012925534339,0.7609526489276391,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5928028824914413,0.0952416460862609,0.0746565266334525,0.7699664986831491,0.7693298839086158,1.0,0.5575314137547516,0.1062418094508003,0.0826121419962223,0.7591458664786644,0.7335609751670218,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6255472845467447,0.0932092803835357,0.0734577090344602,0.7909437675149706,0.7761315829333902,0.0,0.1634234887219935,0.1247084560161475,0.0971509633328892,0.6321550618564594,0.637340718576052,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6625802426763813,0.0913276490755784,0.0722428347119896,0.8139903213889911,0.8085228294412876,4.0,0.1942085405636061,0.1208571938632131,0.0926066794250261,0.5573238991378819,0.5476334789527205,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6151579459020599,0.0960725427014264,0.075876933947158,0.7843200538486209,0.7720314055843159,2.0,0.4449332223070112,0.1064242527828875,0.0824750282841177,0.6758823387168621,0.6646762528330071,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6562467775030263,0.0927134577133915,0.0738926925062964,0.8100905988692876,0.7972568215396248,0.0,0.3017020364245597,0.1128215486525168,0.0837785496415025,0.6224219081024249,0.6407690736284944,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.5861284367886592,0.0968572379599998,0.07655544089198,0.7655902545505879,0.7532796462458741,1.0,0.5796235949809669,0.1011139611401363,0.0760057282098177,0.7966977494722842,0.8107039560317751,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6495892259603331,0.0915593895749969,0.0726904006432475,0.8059709838339356,0.7963530498629976,3.0,0.3426821060775107,0.1158494353706222,0.0870723763863811,0.6216441064393665,0.6318963200539429,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6145653072752402,0.0987490532967327,0.0777640968871539,0.7841579665854413,0.7750954681000493,4.0,0.4892930571667732,0.0920900700555152,0.0730022299065078,0.712273475625071,0.7008777372982982,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.614754779156697,0.0961025237234189,0.0751011663956069,0.784093573705343,0.7826556212776525,0.0,0.4746906774424055,0.102354937705691,0.0789203871552334,0.7341151119324745,0.716847501426998,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.5961913304908195,0.092390390217068,0.0729074047580223,0.7721609845924555,0.7628247122044305,1.0,0.501921744772091,0.117372533179072,0.087650033857753,0.7087875466400201,0.7109989880818355,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6098229698821112,0.0929857144140768,0.0736587137936435,0.7809167330505528,0.7612397270275109,2.0,0.5071499532150666,0.1118652354623989,0.0840657502507605,0.7165240416028477,0.7551491507399839,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6409354867863675,0.092976393849126,0.0737396152964529,0.8006711228676432,0.7916972775852785,3.0,0.3145136169970129,0.1162458803180529,0.0868118803730679,0.611151943103907,0.6308995737898605,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6038738065867253,0.095748517076265,0.0749031268692522,0.7770931780876917,0.7702845950095545,3.0,0.6021253683074883,0.095782825945026,0.07499964308747,0.7759760134135435,0.7688075963003315,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6032372666746841,0.0958003010279914,0.074970901872337,0.7766835053771247,0.7694874182136107,2.0,0.604703497716782,0.0955722716646369,0.0747699850818272,0.7776340356535623,0.7714611012612578,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6030169293784988,0.0958757783306335,0.0750142390816018,0.7765416474534911,0.7696723112181859,1.0,0.6055879530109043,0.0952701626146658,0.0745447375726193,0.7782027621110891,0.7713240147522386,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6026215690448212,0.0957406847111525,0.0748714678442515,0.7762870409264845,0.769449189356162,4.0,0.6070672168856168,0.0958174993041157,0.0751351013091873,0.7791603914834938,0.7723136843772647,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6029515478027491,0.0956429985927774,0.0747780475401862,0.7764995483920426,0.7700143017363261,0.0,0.6057744457120924,0.0962044856534888,0.0754149372922608,0.7783351154254323,0.7706355869749016,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5987734640347624,0.0963629770204939,0.0754016649973299,0.7740140293621871,0.7673788308406824,0.0,0.601609098388192,0.0958437426700718,0.0748167360899009,0.7758632035434906,0.768441180121966,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6037139624080636,0.0957961472733317,0.0749427067457227,0.7770480442923924,0.7693346037404263,4.0,0.6015608504161358,0.095737262277916,0.0748868108677204,0.7756212362316361,0.7680928314055061,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5914710422683775,0.0972436546587568,0.0763495726109355,0.7694445075767118,0.7623813120598328,3.0,0.5918528430398002,0.0969810167951942,0.0763276178431041,0.769687601862298,0.7622803557407059,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6005001229506796,0.0960277247885993,0.075174638804106,0.7751389763851783,0.7685086907014681,1.0,0.5959063724484547,0.0970413428262301,0.0760051852691395,0.7722154438829463,0.7656597619800808,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5998089401103459,0.0961999137318884,0.0752590328906523,0.7744770102489515,0.7684754763792944,2.0,0.6026779187532514,0.0958704089535143,0.0750755262234414,0.7763398868700138,0.7703425851059283,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6037815795012923,0.0957401944852549,0.0749103899472376,0.777033834752752,0.7700578231595997,1.0,0.6024900685914416,0.0958169141937101,0.0748597160916216,0.7762089723101443,0.7691207316662649,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6030922688653837,0.0957472669914701,0.0749115362767093,0.7765901555506144,0.7696062684161762,0.0,0.6052737142097427,0.0957850557949354,0.074856088478909,0.7780015222505356,0.7719946747914694,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6039543303018291,0.0957210251514588,0.0748564921240975,0.7771449872137298,0.7701390310424973,4.0,0.6017644567902022,0.0958956350691882,0.0750962050756332,0.7757482886773963,0.769629290529536,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6026701177591532,0.0958249510116119,0.0750165305865248,0.7763183101100096,0.7690338353980395,3.0,0.6069286830910573,0.0954777336420366,0.0745526754471727,0.7790720975877239,0.7738969652755303,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6040417583832018,0.095773598059163,0.0749591532372785,0.7772012347131773,0.7701042606733153,2.0,0.6014013598185739,0.095687643074541,0.0747578378178779,0.7755164665681658,0.768846126382957,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.599000903153184,0.0963126043966974,0.0754226774119577,0.7739756699057563,0.766598309370237,2.0,0.5945245459788339,0.0967850134743719,0.0758807901073483,0.7711751542654115,0.7638554904758577,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.5980008239871131,0.0963684681214562,0.0755029560624294,0.7734297978771396,0.7656875682121718,3.0,0.6010083282711416,0.0962651492740216,0.0753732542011231,0.7754158388191806,0.7691894404715431,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.58697053233179,0.0976525484971048,0.0769392218503024,0.7673929603817508,0.7618319601783258,4.0,0.5943922255053371,0.0971745983074818,0.0764050470453032,0.7719430286199213,0.7678719120549937,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6009091722670152,0.095945627281637,0.0752090638585672,0.7752074105878994,0.7680022748758317,1.0,0.6026376420236834,0.0963606024961974,0.0754178805373133,0.7763742501457838,0.7690203233656988,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.5975722299759729,0.0964092524839242,0.0756195054532607,0.7731143727626113,0.7675994407494583,0.0,0.6000186187065545,0.0964264780681918,0.0757982468689151,0.7746468070847613,0.76728704337558,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0108187797868192,0.1419146405723324,0.1150871726561683,0.1386466852271945,0.1519321785204138,0.0,-0.0742978258643527,0.1772994495139694,0.1359476659014374,0.077684231471741,0.0509870275420434,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0159032910629882,0.1500847673937938,0.1193171863035215,0.1831875042038929,0.1792852225140678,1.0,-0.1478508754275909,0.1591375372515523,0.124013434089916,-0.1152400820860315,-0.0734981026112512,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0174122131017931,0.1450986019857884,0.1165470625818423,0.1598678442715174,0.1685810443275587,2.0,-0.1670832522423988,0.1704977185655169,0.1321319137438964,0.0507333511300972,0.0626361036818973,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.009369385717637,0.1518887986675631,0.1208741873876437,0.1363798318340392,0.1715470283439786,3.0,-0.0139911882548162,0.1502372818210099,0.1248658140839421,0.0698048258627161,0.1390723678316744,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0062466491529089,0.153141267690018,0.1223752811826036,0.1137288520272468,0.1521117619207591,4.0,-0.0118617880688169,0.1476242874575408,0.115950069866678,0.1683175425023655,0.1176920454662925,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0165824039494927,0.1544083041200758,0.122988208131283,0.1618836445962449,0.1639369141077994,1.0,-0.0004316501837104,0.1412102370041924,0.1134404274182395,0.0390085655627786,0.0890013683555657,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0001837974883656,0.1481771885030487,0.1199144087690931,0.084165024853073,0.1031745217138153,2.0,-0.1131991662550013,0.1654006207661737,0.1317290279589778,0.1845202166082273,0.1508784870219349,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0007084254153653,0.1548851132538374,0.1232700499043999,0.0868693671704468,0.1231765516524553,0.0,-0.0897260308493541,0.1442978928756387,0.1185102468044211,0.2663276544503557,0.3200029934752241,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0076985090821821,0.1480521279065237,0.1184718821217754,0.1332130560450057,0.1808516490990991,4.0,-0.0569458237826638,0.1617557699515401,0.1264774234355384,0.0867149009582696,0.0800207416430853,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0009408398396084,0.1466656936411786,0.1171410507903963,0.1451243499448715,0.1549462660431181,3.0,-0.1175743209449051,0.1716796343763347,0.1324291167008628,0.0292298544506537,0.0248390679754816,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0102157426463148,0.151202797908058,0.1207926287789458,0.1331239610795334,0.168427312654784,3.0,0.0104311575350125,0.1516452831770039,0.121427293434146,0.13484003105509,0.1726684686695142,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0101265045762615,0.151415692507176,0.121193295584519,0.1332816874533127,0.1773010435064241,2.0,0.0099017888032855,0.1508617208085292,0.1208342815479299,0.1265758985295757,0.1721950056871715,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0100663581786107,0.1512482213906364,0.1208328096075638,0.1356170443018871,0.1704687480215203,1.0,0.0091822907486607,0.1516094175399399,0.1208267458831092,0.1257536686423007,0.1605336674345394,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0101157558464974,0.151301911831149,0.1208719154656467,0.1337074622201947,0.1706963916244343,0.0,0.0100007581802088,0.151317026747709,0.1206082369186144,0.1325353206574872,0.1700331355732275,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0103893502850693,0.1513689954478522,0.1209817717053692,0.1322537873476981,0.1717698132261927,4.0,0.0098728493318047,0.150973185789913,0.1209298749745777,0.1285038036350563,0.1695035668436568,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.002852468754623,0.1518895899994637,0.1208305171550177,0.1318853910334761,0.1693464190636965,2.0,0.0039508255962261,0.1516407298394656,0.120676908498517,0.1366606772090237,0.1750656779732809,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0047087809108968,0.1517182830331486,0.1207217661543615,0.1291930291241313,0.17780361666339,1.0,0.0052744832451115,0.1516625429042321,0.1204841812206814,0.1324644094322355,0.1803248821381175,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0071193678217457,0.1515864571494082,0.120802173793329,0.1336504985194161,0.1612433860799563,0.0,0.0067112905839029,0.1513447334560496,0.1205192733362607,0.1300231802625028,0.1592057290408837,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0078075752417769,0.1515711017976953,0.1207713740465737,0.1325356571095859,0.1626553849577631,4.0,0.0084804518304918,0.1510576544816349,0.1207220449953751,0.1362030028265933,0.1688307580484711,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0079595029172793,0.1515697968882423,0.1209779833352103,0.1313226894856305,0.1816671896290851,3.0,0.0081030816357707,0.1510487010513222,0.1205945373077116,0.1330740468885062,0.1840512806402928,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5150987503961646,0.1053103555453118,0.0835462061815064,0.7255329793404851,0.7145932380284671,2.0,0.364789090351832,0.1168447753250556,0.0885912455613947,0.631372703501217,0.6541639881984269,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4756131437343274,0.106207221570717,0.0839383520193333,0.7069422968260062,0.7024811360717724,3.0,0.4360721626791458,0.1222764749062696,0.0933507124228829,0.6758799203842472,0.6902831773044746,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.527585215295344,0.1073033371272327,0.0841468596977762,0.7400363482170752,0.7255135739829968,0.0,0.3441087242898062,0.1124593745164711,0.0882290715409378,0.6556817272867004,0.6567013893101635,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4947990540520453,0.1082721422123786,0.0849080739332627,0.7255991955355341,0.7184115571143572,1.0,0.4272351287772096,0.1140146221849343,0.0865864526257789,0.6952804573100679,0.7074024013750833,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4986409568853952,0.1052252847245432,0.0807832110753414,0.7342427605701125,0.7448774467483524,4.0,0.3350013465027518,0.128846658745266,0.0979022235805762,0.6376229332211155,0.6292748343704295,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5334420328934896,0.0988429163497826,0.076693885135309,0.7449263890822664,0.7385263895041537,2.0,0.466104852560243,0.1216759380682455,0.0937127793243937,0.7001550651008009,0.7025400247462424,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5520846404735475,0.097552147525461,0.0769126276114484,0.7566014496949063,0.7480430626390642,0.0,0.5163738753806071,0.1192242197740751,0.0900895866860554,0.7443134235989082,0.7445994545993851,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5985244609327645,0.0990228108938198,0.0774601819689479,0.7944817935559955,0.7765468934350941,1.0,0.4921285214116806,0.0971794176363126,0.0758136370648899,0.7186854938956775,0.7419818532037045,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6156293878899519,0.0957875554520511,0.0753100677669303,0.7971580268473003,0.7750143431707572,4.0,0.4393205798311493,0.1066538163880276,0.0821047332883585,0.6658752126565053,0.678832621873859,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4852419620053896,0.1059953956331085,0.0833239960191781,0.7669411899035784,0.7594223904921619,3.0,0.3225090489533596,0.1357137281408851,0.1027653802718204,0.7156946314474522,0.7146167101681148,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5411156633844187,0.1008401303474782,0.0806203163528549,0.754683167840918,0.7407806520736608,0.0,0.4826645652608496,0.1158043699740586,0.0904745627043289,0.7088976818591449,0.698072809373898,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4341477275658599,0.1169068777816149,0.092794083324508,0.7723023497268432,0.7637613486221347,1.0,0.2236040767365039,0.1241578010609893,0.0967953822374949,0.6159478298637334,0.6193107625109117,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5944902802542918,0.0978846795825372,0.0774739145776436,0.7731687596708681,0.7699531893158317,2.0,0.4014445391728212,0.1129332937564815,0.086706060616605,0.6773269398028879,0.6600372523696727,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5649259868078111,0.1017419187550738,0.0788874949457821,0.7798732349142804,0.7717201063660396,3.0,0.2559806498969734,0.1248218074096859,0.0955051115448968,0.5289184618242592,0.5574061672408136,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5833925018746353,0.0976628482464593,0.077281069628337,0.7773306090307018,0.7601211672322921,4.0,0.4052833412026013,0.118555499100935,0.0873489948328655,0.6589520634308785,0.6799995834734706,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6570231454507502,0.0865865234859227,0.0694165250650858,0.8173658798543904,0.792777421976709,0.0,0.434226856455236,0.1161736771205198,0.08578686823461,0.6780084202849643,0.7036244080273573,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6966458619810049,0.0874083856738945,0.0697185129917404,0.8390195672598232,0.822744018382181,4.0,0.0992931850754309,0.1222192689130948,0.0926092275625435,0.5914415299380221,0.5935436267321459,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6507795499189145,0.0884781683086815,0.070801567079712,0.8167463585713404,0.7983681506575384,3.0,0.4895620938814229,0.1130618159599986,0.0838398569508152,0.7144604050022058,0.7287177989399396,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6647020200210725,0.0883516553474456,0.070950303486695,0.8334031968301355,0.8170317461435239,2.0,0.5595587611207258,0.0991477681559741,0.0734133490493276,0.7630774951611307,0.7779074686425699,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6529866051879671,0.0879075813531171,0.0702353743973895,0.8212732868870066,0.8060813027274785,1.0,0.4279364214802192,0.1184034445951132,0.0858196182616954,0.6563533828377973,0.6741954140983137,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4974533320129439,0.1082427899304209,0.0846803275175541,0.7175357411989141,0.7225664573545896,1.0,0.4548144785207799,0.109207872013291,0.0849145404153493,0.6929774043710805,0.6738660987716942,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4022199284318948,0.1124130675011896,0.0901263725820708,0.6986380774695767,0.6871081369059974,0.0,0.2809092812765683,0.1410376992942846,0.111639725610473,0.6429615007149247,0.6362055741419576,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4747340052345913,0.1068233966334781,0.0842433485408442,0.7017109097651645,0.7023460590628631,3.0,0.390925882684759,0.1287576985567597,0.0937270371684762,0.6987754602470126,0.7295261829970645,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.502782387761463,0.1073675538708521,0.0829653945403973,0.7406712049413317,0.7340345335306617,4.0,0.2862100448802742,0.127702560468901,0.099593607837042,0.5658206422666294,0.5604718930744476,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4646498023221374,0.108733443374625,0.0855863996931744,0.7189049751203188,0.7167548363352358,2.0,0.3187609976255734,0.1300712889729322,0.0948367609987679,0.6712045420205657,0.7082985387281957,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6132259497129422,0.0972317907056275,0.0766626034382049,0.79849980932933,0.778842208535339,1.0,0.4282514866187247,0.1039022469912392,0.0803231880284336,0.6569848552575713,0.6630437692341155,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6224790396346995,0.0963276702404519,0.0761525793179103,0.8015019445693166,0.7774130672014082,4.0,0.4509698354933315,0.1030767702522077,0.0793305453009479,0.7088610330540981,0.706449695140465,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5696777844970053,0.1004513762855725,0.0788741047322199,0.7753434059083674,0.7576531037745131,2.0,0.4395443000357484,0.1108182191271754,0.0842014128192705,0.6958402015152205,0.6990652793159254,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5703937503236298,0.0978521130459698,0.0762005903893685,0.7683978390278834,0.7610693383157073,0.0,0.4851247640903984,0.1161800524542456,0.0897698192163201,0.7128731179280492,0.6771225258145828,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6155874884851226,0.0959705441174509,0.0754729504163884,0.7966080158770824,0.7779309497214323,3.0,0.4486414959415186,0.1051136298146705,0.0808599441415033,0.6802202494431118,0.6948075094169777,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.521134651337869,0.1057391681161548,0.084520840381695,0.7594037740852279,0.7414948966331234,0.0,0.3975601775733359,0.1163015169546462,0.0929111199126715,0.6683050101286819,0.6767893509490065,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4180851011490896,0.1111790668027068,0.0878412146793013,0.7434296128958707,0.7384426401244666,1.0,0.3326290880296207,0.1393962439348141,0.1018162340211916,0.7396598706896094,0.7387097569933874,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5782191881849662,0.0992977961377117,0.0784556569175338,0.7734859094160518,0.7537725784255094,2.0,0.27255479853917,0.1260018247456196,0.0921428953401496,0.557788013878737,0.5840541537385157,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5590808953873108,0.0982338585945211,0.07844561605253,0.7565890077751997,0.7474490460421704,3.0,0.4559336302744678,0.1200746441264738,0.0919258239142261,0.6876675066351443,0.6774161912279318,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5753090543363204,0.1002292315973034,0.0799787646339766,0.7736847213751924,0.7543902075377338,4.0,0.4576556573235519,0.1087386408278077,0.0842211540617963,0.6887573441188224,0.7185864019102594,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6577733829378548,0.0903273288557311,0.0719808337207777,0.8151999533495687,0.7941391587008272,0.0,0.5818396314065882,0.0929898313641254,0.0734967747550839,0.762807641892832,0.7519951649404971,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6784027646809763,0.0890738765191039,0.0709921418430745,0.8273716738002185,0.8105626853954914,1.0,0.2532458523251788,0.1191852988600283,0.0898277494515703,0.6135614960348846,0.6119760810243183,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6689037944774939,0.0895315490025985,0.071289907477873,0.821208104611292,0.7991178420875464,4.0,0.4864220531505511,0.0986604243023126,0.0780588692454048,0.7289751443321768,0.7237905347990861,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.621696418203227,0.0902537036864297,0.0714063808944014,0.8026681649761966,0.7894451401802984,2.0,0.4471977805725475,0.1156582436070446,0.0893281857366762,0.6904219523669053,0.6894935662534356,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6637797979487966,0.0876583528267051,0.0705034219037517,0.8185532759329185,0.7996733018583919,3.0,0.3870908872421383,0.121280177172286,0.0887224349007454,0.6360728010156385,0.6432950363086865,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5408677762426831,0.1051727926951671,0.082206141321391,0.7711310261525818,0.7596789071658726,3.0,0.3218605368406176,0.1171826082638431,0.0890095209399692,0.5809738241215074,0.5987458314482351,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5178562582439359,0.1016207293169619,0.0811134499680109,0.7335486620514404,0.7173357389960228,2.0,0.3400512953447132,0.1318900588365881,0.1000540547047938,0.6250452721401334,0.667197446684228,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5654824900976212,0.0983246497700577,0.0786557651983712,0.7605270283266309,0.7558175504052641,4.0,0.4132067596976743,0.1228565156724852,0.09276038542369,0.6528240849110296,0.6582816653561755,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5041519286923128,0.1056050402647324,0.08239514476538,0.7489633998597729,0.7448515562578044,1.0,0.3400600914433983,0.1281045354186482,0.0974122232060265,0.6018415369639523,0.5896191765140952,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5768261924851696,0.1024204014646876,0.0807959026752243,0.7697991482651446,0.749817757268495,0.0,0.3991359967707089,0.1060708006757791,0.0831412703813145,0.6321530990661833,0.6318639799233926,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5864725192885516,0.0939441710332377,0.0751043528136622,0.7803569797201069,0.7626036318720923,0.0,0.4454055781712541,0.1194730920442903,0.0893695349088108,0.7170670066216667,0.7577897740377936,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5822122647907344,0.0977655653268851,0.0761686248623409,0.7746983127287039,0.770217799042321,4.0,0.4590073569355266,0.1138582213249095,0.086449408945105,0.6840384233916642,0.6699160198439384,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5755119915396817,0.0969675465604464,0.0768242427533001,0.7869503260647011,0.7594914407399115,2.0,0.4659699728857358,0.1162423610183343,0.0860819739493453,0.7037373839837114,0.7322005145317352,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5924465696936362,0.0955729551645339,0.0750816745115111,0.7786333099077472,0.7691891688214546,1.0,0.5459079054102471,0.1073557102063004,0.0841197512946865,0.7559803480873606,0.7239399152171719,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5995190980005456,0.0944089750730702,0.0737653940671704,0.7830149149030371,0.7796379824254716,3.0,0.4767848052136865,0.1163992991274387,0.0893909692340447,0.7047936323599523,0.6979452160654247,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6223782429798206,0.0950511255905186,0.0755633781982383,0.7943466137597388,0.7659121342088931,3.0,0.4696240298039129,0.105151460635368,0.0816553872753904,0.6856509224784423,0.6843525025006852,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5951593723583508,0.0968417366639362,0.0765192421403386,0.7956503326983615,0.7709493024897851,2.0,0.4450764499599423,0.1089928544259318,0.08306476352699,0.6694825593076237,0.69436956601265,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6423195327374784,0.091986148968134,0.0734963991319965,0.802688617562262,0.773931769855583,1.0,0.3544844221907588,0.1180267869124349,0.0887873003532446,0.611380970401777,0.6387267620800607,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6049263316073078,0.095777773087547,0.076196422671875,0.791926786223995,0.7646661473623394,4.0,0.4353160312220019,0.1076941366724399,0.0837207295554668,0.6625654344797188,0.6792142912838304,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6207996043760544,0.0934487080731862,0.0743423956703401,0.7984260287666864,0.781849060422261,0.0,0.3207899108025352,0.1211763810931928,0.0896321347599192,0.5889656343138495,0.6118697485817949,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6800589430778025,0.0865635394798869,0.069919194010314,0.8323084098679755,0.8070358945944439,4.0,0.4189497807121951,0.1131840516599714,0.0858364680086863,0.6744205384150396,0.7007715017274417,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6438158743680782,0.0880164537619828,0.0708763945870134,0.8070585660327172,0.7909136252500728,2.0,0.5844942188322311,0.1065281078285319,0.0779488189051744,0.7810373101098383,0.7888075392412363,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6650642555178516,0.0879804893099613,0.0701941539414919,0.8307591395347405,0.8047441104101578,3.0,0.5494977400794168,0.101089112311683,0.0777365117061931,0.7564861224076685,0.7737109373012726,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6783527997910395,0.0867880812968336,0.0700040341231308,0.831750446533852,0.8082559020542808,0.0,0.5149022214360421,0.1041072375464658,0.0750203085186053,0.7292792163610748,0.7523054647310567,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6465019902708772,0.0869215730279806,0.0689567169974962,0.8144901357120845,0.79785481965072,1.0,0.3697509273259102,0.1247085198991233,0.0937193345271298,0.7662947556414931,0.7719509253672879,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5176964354084657,0.1055501895688102,0.084769605798141,0.7712792201125918,0.7568577415079707,1.0,-0.0129526624944456,0.1532574828987191,0.1222794004575381,0.5206558584984677,0.5451329872161267,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5077301495734121,0.1067348856204929,0.0833093547423632,0.7281108852767266,0.7224517927574677,2.0,0.3987138690828083,0.1148468920802802,0.0877366529321429,0.6923329736480145,0.6892854630423454,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5442980229641501,0.1026031136006338,0.0816129036651051,0.7455062275936141,0.7372839247095841,3.0,0.4957877749305569,0.1069809003449675,0.081827543549948,0.7213047412073798,0.7216494449407856,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4590485111069338,0.1085060145208962,0.0844482671634282,0.7204354556533568,0.7186322027988599,4.0,0.366295091534029,0.1311257284789954,0.0998578066426762,0.7156606939428816,0.708597650416965,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4989762329260973,0.1058948474696832,0.0831235904677837,0.7448937204207794,0.7410911494136848,0.0,0.2835107286930988,0.134712199604302,0.0995702662222096,0.5680363140309748,0.593525790543487,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5955107305856082,0.0949145923097998,0.0737683139489328,0.7831670266105522,0.7903916928110942,1.0,0.4264485490265951,0.1232579920153568,0.0931432225664253,0.6540522148389063,0.6367159112544634,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.609550180682244,0.0935480172461325,0.0732458956600029,0.7868956779873544,0.785894103824238,0.0,0.4193415220751187,0.1219073159111684,0.0934616586030715,0.6493638544580427,0.6190865879795319,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5907502932287474,0.0948759129320773,0.0754504364453182,0.7778996943959282,0.7623514569335629,2.0,0.4390767146738896,0.1172899332131822,0.0861271945022513,0.715800290856896,0.7229672254342033,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5641736483158999,0.0980766372447508,0.0774341472219051,0.7666401619445674,0.7589669104954491,4.0,0.5088810522066943,0.112741545159355,0.0846498662618019,0.7232046668142371,0.7451796504063679,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5864200769350671,0.0971362679768863,0.0777827537683053,0.7857955587618559,0.7662512844876271,3.0,0.510650526202034,0.1082616969998601,0.0827353736218284,0.7295866670063651,0.7560526495385567,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6186797960398029,0.0952775965392007,0.0755573448620727,0.7904330228455537,0.7695990645560185,1.0,0.541617352271407,0.0974193586494463,0.0770055736372912,0.7478748736252465,0.7442519681526666,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5814943882325116,0.0940737704189586,0.074336972719561,0.7697982330643566,0.7627936376743302,3.0,0.3260690630908519,0.1350364929172427,0.1076693758426737,0.651176910625328,0.6312916522192291,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.639738490908716,0.0936676301801209,0.0746499406638663,0.8038142342341948,0.7756682612778979,2.0,0.5394646690649398,0.0953003326651101,0.0748108827158233,0.7526844924448611,0.7512582444630284,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6016442373805035,0.0955286747498644,0.0751009334675471,0.7928062777018838,0.7821596531573322,4.0,0.4432684808097208,0.1152483657383773,0.0896638416675485,0.7093784975664625,0.6734975851123854,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.63058580759259,0.0929147665173223,0.0741474225173946,0.8053096934002261,0.7878595952429591,0.0,0.4610198166216442,0.1098051297570598,0.0809646844016465,0.6847726982935587,0.6989163952967243,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6562061629630864,0.09008062927112,0.0723727779037597,0.8298646557211983,0.8110334552608226,0.0,0.4760771812985281,0.1044856199850859,0.080997151488638,0.6950513885586296,0.6868248362589658,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6527167281284375,0.0878569970385096,0.0704649851102519,0.8177576905749849,0.7892718587551012,1.0,0.5343863951071133,0.1079362630717114,0.0801366763954095,0.7343691894526344,0.772412644290371,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6614662185085616,0.0860012411385039,0.0689839807148436,0.8163409184376555,0.7956537642855314,2.0,0.3844731610722373,0.1225054358197049,0.0970110427767911,0.7109264812593573,0.6925276563209516,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6884412258514775,0.0864427655065133,0.0690348237048183,0.8355224214766311,0.8112679101012715,4.0,0.4592770575773183,0.1038010841842997,0.0800346970099159,0.6847238113243661,0.697435873924914,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6792790944159676,0.0863038429339133,0.068792175920455,0.8315922458378262,0.8069922355942125,3.0,0.4746511339934425,0.103479814604394,0.0790688259917307,0.6998329959833869,0.7197968442567524,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.493625514567528,0.1082908406061495,0.0849401681051101,0.7138029366552537,0.7043372443680792,0.0,0.4923631255008548,0.1080487767234349,0.0848625288632626,0.7126874844990708,0.7040219758605519,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4822776033890149,0.1093409076374884,0.084335679840921,0.7207347886064692,0.7217808732221379,1.0,0.4858723461632006,0.109363781838685,0.0843355245466786,0.7243029348221511,0.722995614245117,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4634173377940215,0.1115430714233514,0.088817182720587,0.7078085958819176,0.6972483545296257,2.0,0.459316944752616,0.1112339303335694,0.0886746563520471,0.705338456243415,0.6966807541857254,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4820843746322693,0.109453344846452,0.0857753418713519,0.7077452922092158,0.7060972251801534,3.0,0.4808524638091077,0.1095268698907814,0.0855645419682027,0.7071061615548243,0.7071552714204484,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4996816471929342,0.1075314392884998,0.0848940354270417,0.7187143191566783,0.7108734060029807,4.0,0.498132070017251,0.1078746678786916,0.0851434564808016,0.7175811079270528,0.7080568270335844,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5705111565084864,0.0996509375018004,0.0782188586278015,0.7626063421763194,0.7518444791181568,0.0,0.5702805158498363,0.0997350432307832,0.0783934284316487,0.7622757910166656,0.7523942330987354,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5634513706941962,0.1005340824674711,0.0781648461965503,0.7634522556292362,0.7527098983293763,2.0,0.5651583351665906,0.100058515956563,0.0778342805828765,0.7642765728921666,0.7542175931354544,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5690776151492122,0.0998424002146852,0.0782781263672906,0.7627906475841364,0.7531528554208338,3.0,0.5688090926075855,0.0998048812168001,0.0782387319234123,0.7623600167014308,0.7519552387986549,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5441463877090582,0.1026994775787026,0.0795355369680241,0.7633470000066057,0.7550308006535145,1.0,0.5467062843855517,0.1022877214604002,0.0793149319236096,0.7633674323011641,0.7570111892367632,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5687574123569821,0.099865098406132,0.0782190182721116,0.7649673301304422,0.7563136797881298,4.0,0.5668377239951047,0.1000898861206243,0.0781885147465409,0.7634506578814912,0.7535610641754594,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5665917807942517,0.1001148353440765,0.0791283828123958,0.7553098310211737,0.7444619315407195,2.0,0.5661085969794002,0.1001767407379717,0.0791893123830585,0.7550773952468381,0.743864591305794,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4692062905384319,0.1106893108316947,0.0863589795745664,0.7529339682588502,0.752078985969926,4.0,0.4704705974928497,0.1110819447226214,0.0867856650729467,0.7541589115801437,0.7525524463442727,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5716921488130442,0.0995798233722713,0.0783947047932404,0.7593546428100201,0.7491850042295811,0.0,0.5685294319148062,0.0996727600157106,0.0784196162685737,0.757010619721289,0.7477225788324571,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5660875847075392,0.1002250223633143,0.0793407474887042,0.7587001946303736,0.7480244456532569,3.0,0.5633003503838592,0.1002895828162904,0.0796592855951942,0.7574131292270702,0.7473257673290975,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5154392445739004,0.1057693381098432,0.0829896205868612,0.7526742596186982,0.7411955159861651,1.0,0.5164662433544664,0.1061048798534837,0.0832932682227901,0.7538100943457217,0.7421601699872015,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6491641405080386,0.0900702412576255,0.0714647174414765,0.8123533962820954,0.7971889378750106,0.0,0.650096739131901,0.0899763569228877,0.0714618546038922,0.8130855958111324,0.799018442932469,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5895071366570309,0.0973729147200518,0.0769327353347159,0.8125334298166621,0.7969099645207256,1.0,0.5907300424220474,0.0975303377277516,0.077093019663466,0.8127172246235502,0.7963901260958477,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6336731436644147,0.0921060942067424,0.0736640124330549,0.8119482016482461,0.7952686409817777,2.0,0.6321472169626223,0.0919799350238494,0.0735325958814031,0.8106424370743573,0.7932350124508801,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6397292327481509,0.0913531226745293,0.0723996077290142,0.8126626076153076,0.7932406448531232,3.0,0.6384023487641856,0.0911469211022952,0.0722470502202691,0.811721939373616,0.7927468088453778,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6329695659120921,0.092244307013544,0.0734425850013432,0.8117734144843836,0.7961331666223741,4.0,0.6309110790857273,0.0919326890129846,0.0731631485172162,0.8102265543401318,0.7931410269688535,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4371878338341332,0.1141699347490562,0.0880751401937971,0.7155412562251974,0.7153540817247594,1.0,0.4359841161817225,0.1138776452347009,0.0879565401226336,0.7132614413203188,0.7141619884820256,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4917745219580558,0.1083435048842306,0.0856775114058133,0.7106575176001869,0.7012215100690524,0.0,0.4886967486241468,0.1090223450037382,0.0863991998117945,0.7088922612438499,0.7012186177635723,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4979548377810719,0.1077700658868176,0.0847188517553253,0.714670764627517,0.7128291265883362,4.0,0.4965461696595751,0.1078321812671505,0.0848485571372459,0.7134202041395916,0.7099099732846875,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.484406375202863,0.109115733152236,0.084564183627612,0.7196327665695311,0.7209815520552674,2.0,0.486902898146811,0.1092547068634119,0.0845493376854009,0.7215124606033139,0.7242743559992403,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5028076278050124,0.1071623092105006,0.0836901886597842,0.7146178289076729,0.7160669289523458,3.0,0.5010300689094632,0.1076938049458999,0.0838783904052033,0.7137573716352096,0.7137914815446967,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5670900424519961,0.1000202509927845,0.0782009885591126,0.7640962701729168,0.7566429349891018,4.0,0.5668350921320905,0.1002400628196012,0.0784649674802364,0.7641036000102525,0.7558260543722443,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5465708459696774,0.1023451994754402,0.0810090434686005,0.7657469824467812,0.7568205845291368,0.0,0.546983787556412,0.1025835310983041,0.0813514945084901,0.766409782590679,0.7587746477971528,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.569985730739075,0.0996728806912099,0.0780726815665233,0.7624629367603565,0.750061253870166,1.0,0.5693317123263543,0.0999983359698742,0.0782835759597023,0.7624600636370285,0.7499671394060863,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5672198771549719,0.1000276319038818,0.0780842980293382,0.7624249289518072,0.7504919727652399,3.0,0.5664694129376486,0.1001944979905253,0.0781246009479323,0.7618246830578365,0.749207699939793,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.561660120912989,0.100729734539672,0.0781644406901338,0.7638862709513002,0.7561156452703408,2.0,0.5620706611347486,0.1004530241803575,0.0780389859461697,0.7639755248037053,0.7561150992497773,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5515066468709193,0.1019891662279643,0.0805966540004163,0.7467935172458455,0.7330839949324439,4.0,0.5531484450527417,0.101073555058005,0.0799444693392426,0.7476730482583257,0.7342834580204297,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5478246304939134,0.1023513158285365,0.0808338050702813,0.748398084932877,0.736432879200861,3.0,0.54233244967972,0.1025150729833747,0.0811950568657447,0.7450388435017005,0.7331237177071618,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5476135924747122,0.1023810428646495,0.0812708817311794,0.7450537278639742,0.7365825546126253,1.0,0.5451109206964441,0.1021798941634845,0.0811129076357059,0.7430979109993007,0.7331062997521662,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.533198401408967,0.1039319616265927,0.0814094075326348,0.751702239198343,0.7428980247379615,2.0,0.5297892815514403,0.1041575198311929,0.0815122262450946,0.749343065242924,0.7390562030901471,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5299858022260254,0.104340568461507,0.0828926485760603,0.753556589678127,0.7412094186737465,0.0,0.52997645294662,0.1039233466527593,0.0825256359230523,0.754979400859804,0.7433473450143416,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6178041058425204,0.0939512385587627,0.0750606753961432,0.8082510334017107,0.79168848871456,1.0,0.6172144750826621,0.0943432278533166,0.0753231204457631,0.8080963476241227,0.7914012158756795,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6491653803590536,0.0900286444202481,0.0715708131015045,0.8122836351649885,0.7948214033845096,2.0,0.6481974963755679,0.0903871724794517,0.0717719680929603,0.8111068752880783,0.7932445487416058,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6471890431311637,0.0903623840091662,0.0718803601793618,0.813472451138933,0.7962347030848478,3.0,0.6452438551824967,0.0904428716379145,0.0720451001323623,0.8122863893604898,0.7950552372488014,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6495136327105517,0.0901442247195247,0.0715383691785753,0.8171694726263026,0.7976529697254834,0.0,0.6469212847181516,0.0899049849588468,0.0712837219622997,0.8157685392102011,0.7944392265234707,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6267516253569654,0.0928624698091981,0.0727393103677945,0.8129966644989375,0.7990404691840686,4.0,0.625487342943381,0.0932493039285866,0.0731415570008054,0.8120342161826636,0.7968783280868968,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5078333129626589,0.1065653093665039,0.082950447005765,0.7378027246957234,0.7324742085388701,0.0,0.5094260256107477,0.106992543955693,0.0833464024226859,0.74044891523906,0.7356662090348387,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5175068616058984,0.1056725735816468,0.0832147608091323,0.7296145879705339,0.7206867829678186,1.0,0.5181367685932791,0.1054079114978735,0.0829578243205674,0.7303505435863177,0.7202494996860308,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5280393402145531,0.1046233227323444,0.0812999755322749,0.7378438228205485,0.7329714461980661,3.0,0.5250078804688183,0.1042046198576561,0.081066725711499,0.7357369454453669,0.7320544476072884,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5112302322278239,0.1063988919356397,0.0832323606248594,0.7286713388634263,0.7256620701776842,2.0,0.5020492512702313,0.1069855202975804,0.0837169620574561,0.7208586842514543,0.718009871489039,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4660350587675452,0.1110089928682298,0.0880302253947433,0.7302701254969521,0.7230885264849193,4.0,0.47399627835793,0.1107527604365655,0.0880235146512154,0.7341982939864335,0.7268107456628122,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5842277804015497,0.0979928720378279,0.0771173068450412,0.7771627327260923,0.76613753219584,0.0,0.5833353868592934,0.0984231780281544,0.0775273096196118,0.7769544733934257,0.7657514765994345,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.592477666028126,0.0969953628399292,0.0763031248231527,0.7787890824964894,0.7654803270419847,4.0,0.5907438858224179,0.0976257119892035,0.0768698896595369,0.7777466233711664,0.7631756821379537,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5897700221710594,0.0974341043614991,0.076307527861615,0.7772225193763569,0.7637763755872663,1.0,0.5908162343053669,0.0971513138295826,0.0760428178519576,0.7781126143779514,0.7655662620990215,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5834826389507222,0.0981686206168946,0.0766436188449763,0.7750202701208555,0.7615093304402702,2.0,0.5825283090789105,0.0981674430139004,0.0766827592473252,0.7737263768398803,0.7605677229322543,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5884404305480595,0.0975584590434741,0.0768205099826197,0.7758126886718235,0.7622828865134964,3.0,0.5905338703454923,0.0973169961508145,0.0765381779149149,0.7773131111296393,0.7649702163966607,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.603730229327285,0.0956947002571242,0.0759393687775365,0.77921546438206,0.7594208200754394,4.0,0.6062278604207363,0.0955714323441268,0.0758986922229989,0.7808951966229306,0.7612658050694695,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5955276430603067,0.0967711447868537,0.0769094869148137,0.7820630981750339,0.7693092230320288,0.0,0.5971063677273449,0.0963086876972181,0.0765159373472794,0.7830311349216162,0.7713690599892434,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5858822640672519,0.0978342795229421,0.0771085942447581,0.7840141126267697,0.7724725342077121,1.0,0.5906157107639827,0.0974144283418109,0.0768639056020396,0.787217361159483,0.7746368757563467,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6017293219069422,0.0959376660776362,0.0758496220197977,0.7863281593588861,0.7688274647638716,2.0,0.6037273424503955,0.0958681395506256,0.0756492169045117,0.787268226073841,0.7683786771253325,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5993894398738748,0.0963328690428737,0.0760012546770444,0.7853495226222936,0.7656061333349408,3.0,0.5994390429250207,0.0959300797462594,0.0756287044578011,0.7848628786678051,0.7636787955567699,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6426778682279538,0.0909289703899935,0.0726843062709033,0.8149613940915111,0.7974818935591247,2.0,0.6394085977261083,0.091218880572039,0.072946462039764,0.813120249870968,0.7954088820697395,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6623110979120856,0.0883120153323148,0.0702635028279354,0.8175980546051714,0.796281035884745,1.0,0.6606841057386517,0.0888243688076286,0.0706065643996603,0.8166152627904637,0.7941414945589,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6587893710913675,0.0888706243817185,0.0713376562104471,0.8225832435146179,0.8030841505738398,0.0,0.6544136611494744,0.089240980507612,0.0715528839006626,0.8194050827695257,0.8003366648915483,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6581430022034127,0.0889361554345209,0.070630574907949,0.8148137907133282,0.7960166783740821,4.0,0.6601348774507481,0.0885718569890549,0.0704910297634159,0.8160797333531733,0.7982083285745417,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6525534515898745,0.0895480624349917,0.0716868405900553,0.8148660612989258,0.7929150401051821,3.0,0.6513023127519755,0.0901665803075595,0.0722213489176198,0.8137425581499429,0.7904196314058324,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5050100687423877,0.1069751695649745,0.0846267532587867,0.7243660450627404,0.7175261363190247,4.0,0.5024201111701574,0.1073423721936275,0.0850109106577721,0.7223564916868388,0.7156974645272425,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5230575589704543,0.1050063105992884,0.081874120835942,0.7312367369085339,0.7275889427093851,0.0,0.5215917949055077,0.1052563737891848,0.0821741533562651,0.7307525702093551,0.7259152921352818,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.514932247950822,0.1060134596977521,0.0830304390229547,0.7243143475394327,0.726415115307445,1.0,0.5139629074722305,0.1056245761279334,0.0827363308700352,0.7232685882417808,0.7246285435989389,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5056055699201326,0.1069167416126387,0.0837308819779496,0.731297261932244,0.7230863618914443,2.0,0.5025318316793379,0.1073047475375094,0.0839728813718411,0.7300053042258361,0.7221809427487306,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5024418929670249,0.1071666869470481,0.0846728879023582,0.7180237826942746,0.7134963426995048,3.0,0.5057636419938695,0.1073213076968163,0.0847510117067761,0.7205267978112211,0.7168780754565425,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5837598185652422,0.0981676254679351,0.0764788574928787,0.7772129333271383,0.7636246517411701,1.0,0.5808573703223223,0.0982364068148236,0.076507539169469,0.775650877331749,0.7623470900692436,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5882708271447603,0.0975066465812738,0.0766161107498433,0.7770058410196495,0.7647115293501918,0.0,0.5910646614324363,0.0975408707397345,0.0766610167986038,0.779614059386828,0.7667686444098041,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5912122610233779,0.097189570919896,0.0762432274759522,0.776955747809822,0.7648649125449677,4.0,0.5893051403673901,0.0976226278077593,0.0765592068680365,0.7759489559159034,0.7625945992092418,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5838644410592533,0.0982635432091019,0.0765223902449126,0.7744501853835841,0.7619265087193465,3.0,0.5835207955885136,0.0974882100908644,0.075989163003151,0.7735300950149756,0.7622103469401625,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5841506082506904,0.097945905470998,0.0767763284928499,0.7776501481409682,0.7636448748365299,2.0,0.5879612279273319,0.0980981347883687,0.0768363066389026,0.7812685700750124,0.7672956995733009,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.596779050293538,0.0965450801128997,0.075717646989995,0.7858274391267038,0.7728437524801414,4.0,0.5971484215847516,0.0966068200817129,0.0757209863886766,0.7859144158804837,0.7733019333306398,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5924395589533231,0.0970354131372456,0.0764779557368803,0.7722355369039846,0.7565476731339104,3.0,0.5987358374562419,0.096528273333406,0.0761624843059314,0.7766673704912402,0.761998472557698,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5917395857403241,0.0972357645058619,0.0763521112699894,0.7852536224618071,0.7769636599093226,1.0,0.590382897223696,0.0970584613875441,0.0763698866193209,0.7836998788965632,0.7744345550596349,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6043431704238845,0.0957483953240482,0.0763335651849491,0.7860974766539173,0.7713770186028222,2.0,0.5998383341365277,0.0958292718706715,0.0763214967286759,0.7823998725590059,0.766985724508014,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.591459541283168,0.0972670996222724,0.0772222222459563,0.7809556442329847,0.7671534085160355,0.0,0.5907695298291873,0.0970197625514246,0.0769805863927429,0.7802707811515136,0.7672721967411723,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6566958841990364,0.0891173969592279,0.0709366735700685,0.8164372088863397,0.7981506682077514,3.0,0.655232191523089,0.0892377588440038,0.0710212296600757,0.815176669310192,0.7966551042565859,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.659973370979593,0.0887670617439576,0.0708923233560304,0.8216665881218791,0.8002044303443011,4.0,0.6561197497780107,0.0888162309392335,0.0710345803976089,0.8194839260385299,0.7967917364863318,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6442015717668289,0.090698806510468,0.0724047060729,0.8149312214187293,0.7960111683568837,0.0,0.6429733643363686,0.0909139288582359,0.0727927383325977,0.8143496892044306,0.7951338149884509,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6537073244697444,0.0894120864915708,0.0715442932077599,0.816771294863629,0.7961357507613639,1.0,0.6542791772999913,0.0897282050189775,0.0719155535838562,0.8173579885026928,0.797505761711938,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6520088414597615,0.0898090991521438,0.0718430574609012,0.8184878868122045,0.7992869206045385,2.0,0.6472501609194286,0.0899193655000093,0.0718341791972452,0.8154605015727765,0.7953599956687226,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1053858876769859,0.1410077182222137,0.11349058486466,0.3618634882351442,0.344692950449376,0.0,0.1501416476688735,0.1478504614695534,0.1178843036898142,0.5539701642783045,0.5516138530393659,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1991020674437102,0.1388224716385958,0.1103605270278941,0.4708181555987842,0.4584640983791205,1.0,0.0570693026301308,0.1375618995958335,0.1111002299088908,0.2585564914303864,0.2481889791922964,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1811051883213182,0.1398879415449095,0.1120463122984471,0.4553312670803729,0.4414750106399671,2.0,0.0297117690644354,0.1415990605746112,0.1096357940707928,0.3388839426692578,0.3243900693395132,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2339467255394698,0.1391406607563841,0.1117171225063828,0.5116884279132828,0.4886596943228081,3.0,0.092072808978467,0.1227858706087252,0.0989256084762835,0.3146431656443897,0.300347373100835,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1131281183897157,0.1394782995111388,0.1127867875427529,0.4121033293734655,0.4009922978379449,4.0,0.1302672800669967,0.1479022476404205,0.1188750505182326,0.4453987818671169,0.4447751828680427,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3454667485547514,0.1213730786070508,0.0985891228124908,0.6386259305999707,0.5826851056773749,0.0,0.2312126688715258,0.132687316733454,0.1047197237089404,0.5335538141845781,0.5054536738134773,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2973096700605266,0.1250609982211609,0.1028434950616187,0.6022612664636805,0.5304509812525422,1.0,0.2394036811773471,0.1347572452262612,0.1094557479845201,0.6377987235329093,0.6059435767373987,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3850040445640325,0.1194657900894966,0.0975636953414596,0.6607084233133812,0.5908733151292989,2.0,0.2611693069986159,0.1296608534033565,0.10187416914065,0.5562081333631279,0.559575388469908,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3592426105417418,0.1215152545725746,0.0979180644101794,0.6588332964284218,0.59576390458401,3.0,0.0718097231367972,0.1401598013894869,0.1100508945265743,0.3910825971789234,0.373144664066595,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3215375613402857,0.1270953745696018,0.1045568044745071,0.6310361693053864,0.5665042216239967,4.0,0.2334575251229862,0.1267011635853185,0.1015312456333382,0.5080160936865346,0.4522876923183005,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.145359648764736,0.1439773645293011,0.1146309229778115,0.4109141906956658,0.41314201331881,4.0,-0.0089511847777079,0.1388007493301329,0.1113393496993316,0.1971916149821794,0.187046419439529,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1093019851825722,0.1437036320207107,0.1146830861615723,0.3695899861095197,0.363159625341853,2.0,-0.0348878238500196,0.1451688601301596,0.1186811328107664,0.406877901361369,0.3984723721294548,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1266243855053863,0.1416838651257885,0.1125974649823456,0.4081783614808705,0.4048221765008984,3.0,0.0851466580106925,0.1466517765800606,0.115209673274869,0.3155939067016002,0.2993560243277055,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0689243944634808,0.1411496995478467,0.1145913889074124,0.2936809802915769,0.275513430221675,1.0,0.0061277195144434,0.1690725221156823,0.1299481645269769,0.1914823899823087,0.2244545171924016,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.099036132773811,0.1444312115893702,0.115809182431931,0.3407830863134585,0.3414259885008286,0.0,0.0515744872709899,0.1478299142222812,0.1177997871782706,0.2551070999428365,0.2841712876653963,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3139747968388292,0.1205842670222187,0.0976652140652262,0.6162526712525063,0.5731922535609458,3.0,0.2663853018018562,0.1443955372668519,0.1100558037068246,0.6063807598847195,0.6004847523480492,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3922231671388057,0.1141842938363805,0.0929604446278561,0.6819914557660274,0.6455754702543812,2.0,0.2151966317795652,0.145491508331751,0.1111820545750408,0.57185672432069,0.5871827700281449,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3629407323466791,0.1165495117335582,0.0941491393062627,0.644436093990572,0.6079260453210212,1.0,0.1384854289524524,0.1535489185190577,0.1222891439811092,0.4837740266315417,0.4558969502992593,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3720617221720255,0.1182261462755676,0.0945259799294652,0.6560109807682115,0.6258508152159518,4.0,0.2082468607144967,0.1403957196863651,0.1089269881446773,0.5874930650023846,0.5641455469954834,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2971697354243087,0.1224981774844603,0.1002684642216953,0.6145462154845137,0.5715227311744866,0.0,0.2650817641037007,0.1449048778594698,0.1125765983936981,0.6176656469532303,0.6231569783328482,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1988328934204657,0.1354083591465043,0.1086801861787243,0.4831234067671131,0.4691320877217381,0.0,0.1253550785670614,0.1437003903043189,0.1154996687591783,0.385454331156238,0.3458503196593715,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1947945016520962,0.1374614778854467,0.1097866674437493,0.478763256990791,0.4619554557668199,4.0,0.0407009725953572,0.1447588112258218,0.1129273259839145,0.291314936573637,0.2630814014985841,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1923545854498728,0.136394190053267,0.1089344298439215,0.4700260099857358,0.4450501164125263,3.0,0.042230934780284,0.1438683636167614,0.1139876586652153,0.2566325896895539,0.2607200181021302,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2016112245373389,0.1356941164560132,0.1077983780784229,0.4808872939703179,0.4616409045830799,1.0,0.0100597607560776,0.1488612769907953,0.1224429133284826,0.2039633874818442,0.2147745010228179,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1859777763121683,0.136085203260241,0.1081007480772562,0.4681739552208185,0.4481320300468862,2.0,0.0764854016200853,0.1494398089987218,0.1213483380651919,0.3410017497079464,0.3497027368622897,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2940358094228704,0.1262334901689533,0.10285369692553,0.5711969137267703,0.5110224245431212,4.0,0.1191306175704974,0.1465316400628279,0.1138140202879252,0.4835805004484718,0.4602791271219319,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3361158314226455,0.1225159837977851,0.0992951614966126,0.6371515189246442,0.5803498173204995,1.0,0.1241203813015718,0.1446151218945804,0.1140973519728644,0.4199143348327507,0.4101415625487832,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2940213754257142,0.1253589144020614,0.1030484547972396,0.6265770709984461,0.558298413020469,0.0,0.1893512225778519,0.1471719815088438,0.1199226796400953,0.4882713186853409,0.4764273526931089,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3778067021651116,0.1201429732876747,0.0971100512357586,0.672866674930603,0.6030338273240703,3.0,0.1107736684103327,0.1249625325760964,0.1025320674670519,0.4547003100372785,0.4275143299305112,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3858933024344114,0.1183067265097194,0.0962986123944282,0.6631644907626921,0.5939918568160371,2.0,0.2185747612346347,0.1373497212526342,0.1062362853865536,0.5372794227515846,0.5343982835535729,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1084118446733963,0.145291389621424,0.1154355936438821,0.3852334935998899,0.3735702376768692,0.0,0.0836408070527566,0.1393227450145303,0.1089685947191859,0.3983654665837238,0.3751943267256296,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0744556999344461,0.1455684666635933,0.1163490572177881,0.3171619935735777,0.3143705388804328,3.0,0.0721438228208404,0.1474054806249099,0.1151253244020919,0.3705238034712835,0.359570980200319,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1409571322555384,0.1402534945950768,0.111256440853829,0.4231547737356205,0.417731880052171,4.0,0.0720924261488322,0.147846173136196,0.1175441185511842,0.3282816082778677,0.3229325152025543,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1473488043163535,0.1444831569279406,0.1154495729487919,0.4214122586094755,0.4243999653047928,2.0,0.0202808242835853,0.1359636412662264,0.1095965302048912,0.1840209020322497,0.1686549747286449,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.056966428538668,0.1488623740108015,0.1180649546565927,0.286623894298525,0.2983990974887033,1.0,0.0887047009991807,0.1410845196733442,0.1134078195211657,0.3558222607827311,0.3405219123918787,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4002810928650129,0.120966829021765,0.0988916494875966,0.6994683170476743,0.6563366756160913,2.0,0.2823047588730121,0.1167463243202555,0.0929076218908665,0.5433650195958845,0.5450462194891447,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3449985292811708,0.1203626818346517,0.0970043379033752,0.661725012542233,0.6171266405453353,4.0,0.2749763296046835,0.1363096606481057,0.1049779889789552,0.6236198437180828,0.6187557880837098,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4084612107420777,0.1173618634220332,0.0942318478488643,0.6737236078193969,0.6364227077781477,0.0,0.1199045680943813,0.135469857382691,0.107872977208475,0.4549387500468622,0.4451566519479919,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3670876881142545,0.1190379390310538,0.0959702508975653,0.6491370516897762,0.6045247635739271,1.0,0.1948909092801977,0.1412481830676224,0.1108953619337591,0.4688196983932125,0.4903476398916947,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3271435208286684,0.1246309074025675,0.0992382825064943,0.6486172736031213,0.6097120580849539,3.0,0.2653933036085649,0.1270256765498713,0.1011543611329548,0.5543791939198188,0.4798945739396378,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5079891701969598,0.1019043217802185,0.0803131416121625,0.7528622875472719,0.7456525476976338,4.0,0.4224878229710443,0.1301696054091177,0.0951487568133072,0.763429634684854,0.7773585203091803,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5723544274886184,0.0992510704488608,0.0783636489914553,0.7806779536797985,0.7707521794935288,2.0,0.2699720701883361,0.1236889075658256,0.0957158136667548,0.6067623275006871,0.6145472057463441,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6021032760512495,0.0988814152947528,0.0780961126055398,0.8000574751402023,0.7840332200383033,3.0,0.4256094899058376,0.1036010132254284,0.079682554050378,0.6528026834898066,0.6615927924428059,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5383420304224301,0.099311728688182,0.079478506844863,0.7644152449753592,0.749790445830851,1.0,0.4134822742885649,0.1236173593014457,0.0931798033414693,0.6967369951171599,0.726341819908765,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.556427597314878,0.0986765152962435,0.079187240734678,0.7639412778331058,0.7443717520071219,0.0,0.439723623031522,0.1220414993189984,0.0913453888573054,0.6971627290510323,0.7244555963826127,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.669778554095626,0.0858764993638373,0.0682940788629866,0.8470436184738466,0.8271277213173601,3.0,0.482133415451793,0.1159783180813973,0.0865716600833139,0.7417776250923,0.7269573382551747,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.709429474501692,0.0847249066823788,0.0677185464817625,0.8597096533846456,0.8378873762924753,1.0,0.3581530411237289,0.106301582658019,0.0810409555501618,0.6159611134717315,0.5996051329672898,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6894194965694815,0.0844994506857462,0.0678441073443415,0.8469948039806375,0.8260408045864517,0.0,0.553040657432553,0.0995843424363172,0.0771796760965203,0.7572018468700988,0.7310090358459177,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6921030548756327,0.0841831681796933,0.0684117874453049,0.8508060385409654,0.8263927576302058,2.0,0.4701411144114104,0.1037019870331763,0.0787554839280476,0.7464589418094492,0.7734857491917542,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7174015403407437,0.0815552093054923,0.0657794559584004,0.8613540047295447,0.8396613024635493,4.0,0.4531635592730949,0.1087041077913879,0.0802069729725578,0.6792310963947922,0.6684957922170321,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5653729781860433,0.099152221032149,0.0790775279666303,0.7759734145742274,0.7668017854207525,3.0,0.382042553913315,0.1225799364215103,0.0971383119209189,0.6462198266924977,0.6458931383146693,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.583981741618513,0.102000994538978,0.0819777603738696,0.7904869492503545,0.7803540172730692,0.0,0.2041313830694582,0.1173476246262615,0.0917754400802815,0.5750298401941113,0.5631285016770488,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5658227934832811,0.0986851946347706,0.0788880951014057,0.781795163171115,0.7712991294045498,4.0,0.4541884551954899,0.1166282775909878,0.0912513706436227,0.6906194749582122,0.6879118010049559,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5274883917172228,0.1052118249001707,0.0836240372823844,0.7528014080517381,0.7325713327344223,2.0,0.4173283937590201,0.1138124856411398,0.0850097127709004,0.6663422031406461,0.6741707667570127,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.530174563123121,0.1043143690418396,0.0811992955295868,0.7765208800988666,0.7655228027385371,1.0,0.3738784463676378,0.1177703468062977,0.0917380191480048,0.6747316512322962,0.660843715172252,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.688555111731441,0.0837472740949055,0.067317490658742,0.8466381904234042,0.8278618162274699,4.0,0.4238190294523118,0.1195250762389388,0.0854448751410234,0.6616855943152257,0.6997418044201612,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6392637044616503,0.0885284537038672,0.0720132824837779,0.8324164521241354,0.8154924768460303,0.0,0.5012325930897943,0.1121179022756962,0.0850716382629285,0.7777030933204968,0.8089573409054224,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6837829487516909,0.0849310136281119,0.068655788663109,0.843213959811382,0.8255021680727609,1.0,0.508408861804011,0.1073869317570723,0.078422204810501,0.7321059636036751,0.7465378733653796,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6799962699397605,0.0855579634430036,0.0691293387433572,0.8444686073476839,0.8235653920698954,3.0,0.4950239841207808,0.1090043411550577,0.0801966348160303,0.7111291818823507,0.7233920276936593,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6941230757989645,0.0849858828718351,0.0678751782316318,0.8506609376349247,0.8248639978052584,2.0,0.3980577767056292,0.1111710661793018,0.0834859840951747,0.6491127840445964,0.6564370933595126,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5396008078403159,0.1035439221602089,0.080966896639218,0.7569073843892411,0.7451143862065048,3.0,0.4892577493890715,0.107265704346065,0.0837940918446578,0.7203073607690419,0.7268883451248118,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5268380036136362,0.105992254593856,0.0829358424537185,0.7485682009687877,0.7375866388753154,2.0,0.4184581284593701,0.1051153373308601,0.0817485247723412,0.6530428742868783,0.6552348245680789,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5863340051467634,0.0994278075723935,0.0792609671415837,0.779987386391258,0.7680261178779298,4.0,0.0962893176484003,0.1361425285860387,0.1058722109365564,0.5043611607826585,0.5109345295891224,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5294156856105058,0.1066979470059943,0.0854260221259556,0.7497754730414072,0.7293619134951141,0.0,0.2746498575221339,0.1186937259388105,0.0924355813210109,0.5924422883134819,0.5915363737120156,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5644163783017138,0.1027871169851976,0.0807598403693321,0.7731674529745427,0.7593134426332956,1.0,0.3038911330929662,0.1136665619494838,0.089060601787811,0.5834332626264854,0.5640262717254385,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.692196393061066,0.0863613892734759,0.0694625007867739,0.8457003738733702,0.8240172451003898,4.0,0.4186453185389565,0.1047716620614489,0.0816985930053102,0.6726491319492665,0.6549691092178931,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6474797702246458,0.088344439198356,0.0716277191699674,0.8245039815456019,0.8008355241462644,2.0,0.5068150313318956,0.1117222767622328,0.0843991099716319,0.7431296673801983,0.7810566488759764,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.636858940662814,0.0920196007041722,0.0732542210365196,0.8333900235564283,0.8171306257494747,1.0,0.4701931449277708,0.1092292154341809,0.0805879150106908,0.7111187040260395,0.725219833970764,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6493889525520893,0.0895758434163351,0.0714128766762897,0.8382674956821564,0.820496664979143,3.0,0.4728349367858925,0.1122710164358047,0.0827449629402421,0.7009491470893515,0.7090574253865677,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6696060808801803,0.0904942172897549,0.0730173550186645,0.8405701494823157,0.8186979084552757,0.0,0.5897628169312891,0.087814975006605,0.0697380256210671,0.7758522176328536,0.7718295283144916,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5705830969500834,0.0995050297157703,0.0785507196683255,0.7756760446811158,0.7583657826082029,4.0,0.5094325425602271,0.1066476203829533,0.0828784369271435,0.7331351574817978,0.7405270817266649,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5713164172933891,0.0995481132947859,0.0806866512659505,0.7813662958925773,0.7586251742953978,3.0,0.3472769972862795,0.122502248281514,0.0934831516521593,0.6043329248833267,0.6106847916243071,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5535288825579445,0.1013668957359773,0.0799007417978699,0.7641271025244292,0.7482149912510615,1.0,0.4727791496523905,0.1099055188082535,0.0849931337221827,0.7010961288617616,0.7154105757530984,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5442561559064198,0.1029087105245038,0.0817661950922922,0.7571646052015398,0.7361032047625036,0.0,0.4409172164992835,0.1128616267683878,0.0871714018321841,0.6721546284202045,0.6846469110563699,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5264274961343534,0.1023711574302191,0.0816176731714879,0.7462716885135517,0.7325257942852761,2.0,0.3304950065554108,0.124472942837149,0.0912818535813825,0.6834891686235772,0.7243304711261923,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6858192554081943,0.0841624799830712,0.0678472908257625,0.8472210733190063,0.8272596906070648,3.0,0.4946833519623418,0.112155405334835,0.086923920186671,0.7136545334183558,0.6979378078268083,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7183078470990962,0.0822750115548317,0.0667130273235266,0.8630371626731084,0.8385019778979393,0.0,0.4003642693080391,0.110209029574115,0.0824245781252564,0.6455456996291031,0.6635973762103241,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6469505952456177,0.0895565685491207,0.0728568688879489,0.8448854665307096,0.8298549653788543,2.0,0.6068374328949893,0.0981041259306909,0.077881222256566,0.8122951645095899,0.8024116196860996,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7105119291524677,0.0844553328532825,0.0679103552831853,0.8565349686082336,0.832713173179063,1.0,0.4562987390249584,0.1004841345448755,0.0767196891962379,0.6789619908062122,0.6798278288664829,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6929424420557879,0.0844094762249832,0.0677991734076738,0.8484306600300274,0.8241470564569386,4.0,0.4605793264970842,0.1062622839351243,0.0822258592696922,0.7069528648119574,0.7193959825145606,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5273771325488152,0.1022253754147083,0.0820718498320413,0.7403788067343899,0.7210559054836415,3.0,0.3709260405253233,0.1251301100376365,0.0907123855573671,0.6156913003594372,0.6570974608103713,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.529128116793937,0.1049499499608863,0.0830706494909646,0.7576244137613252,0.7340930894511303,4.0,0.3816590226848717,0.1171583792673665,0.0897070098249196,0.6563528609003607,0.6583043309163857,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5256011382656174,0.1040700342832457,0.0821032468201008,0.7564394768144155,0.7329966797048937,2.0,0.2995352632501074,0.1219142744743887,0.0918853241969508,0.6217468811912014,0.6372632635237162,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5581529896865962,0.0998708438386796,0.079385693063878,0.7682173061033354,0.7542668804579192,1.0,0.3573444040101893,0.1249264938747105,0.0947945367753627,0.6075782304530418,0.6231317454213604,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5252424734307122,0.1036274099510486,0.082647252766087,0.7441354396768024,0.7278110647098622,0.0,0.3910567881453382,0.1201207058792685,0.091971168011499,0.6655516285095282,0.6883003936391334,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6843154502311604,0.0880151385982475,0.0701141767418962,0.8526342247820792,0.832024120922323,4.0,0.4624741753935166,0.1009680367211909,0.0773418072624894,0.6994036565956897,0.7051828084333729,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6181318749068374,0.0925006761901908,0.0737287757603074,0.8312855433499177,0.810561198096568,2.0,0.4992176896742935,0.1113933221491799,0.0832962149645826,0.7757875585075665,0.8030791179656928,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6652719287577392,0.0857799971223912,0.0689570232926836,0.8406034112238583,0.823896351292545,0.0,0.4826468001816614,0.1149856681922192,0.082476480282502,0.7573978016920807,0.7895692564893096,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6533841161473335,0.0904470356617093,0.0719615717391691,0.8456766898407617,0.8223177032877089,1.0,0.4180465938908764,0.1097346278899839,0.0830090889073733,0.7822982369219749,0.7976673016888983,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6761037666764806,0.0849610243709905,0.0677750053463485,0.8436343556359467,0.8209528786663244,3.0,0.4221965028831057,0.1155331398471376,0.0855875914954947,0.708097094999285,0.7206651687656533,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5011522917555098,0.106096706112814,0.0839426809799859,0.727656933985647,0.7171101885079851,0.0,0.4267589055999814,0.1190036877880358,0.0907909734824376,0.6929580167507016,0.691143992224434,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4881864668752461,0.1042098252770866,0.0823850174722692,0.7335135642531095,0.7221596910060151,1.0,0.4115963764853093,0.131163357137621,0.094977286934273,0.7493206081676691,0.7615794757177692,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.529900466612574,0.1030955154010689,0.0801753290831567,0.7447548481020307,0.7470492885917717,4.0,0.3037483446142351,0.1255782347636603,0.1003811866719796,0.6118247319995955,0.5675107875946941,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5260960885836616,0.1057028288248739,0.0848204697151572,0.7508518217686279,0.736724317138484,2.0,0.3352246441121405,0.1184682322683205,0.0918917123701617,0.5937460437356136,0.6004078887462656,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5268264226466354,0.1002745053971213,0.0797374105797228,0.744469679907063,0.7359077792685628,3.0,0.4352122445137572,0.1286760675024659,0.0960468778894981,0.7145685510580706,0.7220132420514989,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6523036324703364,0.0889677725205009,0.0713488557648554,0.8284714583950541,0.813978573882269,0.0,0.5297294528134926,0.1045070474567592,0.0782974380977963,0.7418364150159096,0.753268900453319,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.675546814071971,0.0890173014451627,0.0710424968029008,0.8397156197045093,0.8202073065900448,1.0,0.5221768767256845,0.0959482794783954,0.0743848625467646,0.7276596637811367,0.7349188206481233,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6339635418266467,0.0912279613222728,0.071885609356838,0.833117668264363,0.8167638054837352,3.0,0.462147632846193,0.1135792484257892,0.0853222622843235,0.7093867519525193,0.7266932909768626,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6542827521570438,0.0905737490692263,0.0734528111595977,0.83359618738913,0.809483821003217,2.0,0.5249959963879434,0.0969580937933959,0.0745081652572151,0.7292561724516254,0.7366066202975686,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.670541507213358,0.0886557436398505,0.071537848590638,0.835012543836169,0.8113228075510247,4.0,0.4420954027724871,0.1062601706800541,0.0811956268776148,0.6981392520766733,0.7046429671814753,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1074763741905628,0.1429891714233737,0.115021765049404,0.3689671057809294,0.3623081426895902,1.0,0.1335777766846759,0.1409031426585854,0.1122482443460415,0.4601530174903365,0.4345010719445044,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1616158312471071,0.1363808078446962,0.1091730128099284,0.4360850165702477,0.4187827981135243,0.0,0.049656381269345,0.1541480845987175,0.1252248934054458,0.3761711279479859,0.3839528585534453,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.195323400370045,0.1364716668891966,0.1091972235633631,0.479337942400213,0.4470507112862627,4.0,0.0098466864021667,0.1468783104849731,0.1197213991915667,0.2000827828439785,0.2101479350211198,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1061230996730666,0.1404048591309246,0.1124310815499382,0.3579335882775622,0.3588204827115775,3.0,0.0932498915107074,0.1536855076485557,0.1201886808078052,0.3488154978665792,0.354188605976226,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2025549746486208,0.1354938369001661,0.1080505097779872,0.4887647276226949,0.4537328722711354,2.0,0.1280739345416113,0.14288517792052,0.1132279238146126,0.4480078255442361,0.4357007744481327,2.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.54152531770758,0.1010315502245504,0.0802932747509613,0.7565167182759042,0.7401840272511448,1.0,0.3719873432567258,0.1253807312386366,0.095291484731722,0.6201032127361745,0.6327227180922109,1.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6277666249287546,0.0901747984632433,0.0716387794595121,0.817499494191305,0.8010795442736374,2.0,0.4888912891979794,0.1169400418922046,0.0897437083723503,0.7183100304272337,0.6904765370941466,2.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.606423744799666,0.097763971419079,0.0776273749089219,0.7992648345085628,0.78095581916435,4.0,0.4222833324608904,0.1031421815733871,0.081898403627212,0.6621608026514433,0.6489691479733989,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5952723378428018,0.0955772002169279,0.0763714707433054,0.78847244169288,0.7662751428526328,1.0,0.2957722520976609,0.1291726296010377,0.1004156566581336,0.5473549255669016,0.5677983579028053,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5936648002602282,0.0994955120991626,0.0780243688928638,0.7986336754713017,0.7818771273023626,0.0,0.4143675879948167,0.1050944056870561,0.0833905556692316,0.6851330712277192,0.6716840427078585,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5726939317108689,0.098723400451599,0.0782085956982384,0.7833126415593323,0.7690749563884814,2.0,0.4645713183939036,0.1133349298916957,0.0876145669160243,0.7108536041650847,0.6967545183510478,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6944987441566098,0.0848029273238395,0.0681270847716588,0.8530069319201342,0.8297492411547968,3.0,0.4739734852385481,0.1075143780461077,0.079783119809136,0.7246535535814597,0.7342897955327119,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7005339862805008,0.0844891750384239,0.0685684986745629,0.8581343971924292,0.8305967769621098,4.0,0.4063840250678775,0.1089466402635649,0.0828944478809823,0.659273476238582,0.6795308621013807,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6703996607695109,0.0834550783266817,0.0675259487333783,0.8393566957271337,0.8202842037013764,2.0,0.5446289991926028,0.1136428502903976,0.0876911853818485,0.7774925413861598,0.7643119608290896,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7112483276281781,0.0837394242635079,0.0672264810978126,0.8623159478747711,0.8377795833890372,1.0,0.569310864355461,0.0923508403513739,0.0720798884721718,0.7698238028707289,0.7681093280679959,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7078475242301663,0.0832797307852896,0.0675775593692454,0.8593706870111942,0.8344771052011646,0.0,0.3882038236041404,0.1114678595720618,0.0868012758190271,0.6804651958852156,0.674420718786212,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5374889054817777,0.1019812845472427,0.0811231053672289,0.7572628529366793,0.7447029476822018,1.0,0.382127935963119,0.1214326359345327,0.0936834806034456,0.6512996364755052,0.6577038474662104,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5393048586344071,0.0994047280260179,0.0787920260164749,0.7572598673827778,0.7440594202970606,0.0,0.2810483950101211,0.1385140772554227,0.1023020411824914,0.5861055073680835,0.6101654098105715,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5422112949851436,0.1008158385379042,0.080462053707436,0.7560358580940739,0.737823174942058,2.0,0.4039466499647145,0.123653667426494,0.0921818907258468,0.6527570702292229,0.6816046268382238,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5404248331596679,0.101607377108078,0.0799902933824161,0.7637069900890184,0.7531768086955795,3.0,0.4798163853952576,0.115075888007979,0.0889690872029327,0.735156105885058,0.7116983253409035,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5793335650936677,0.10034979966229,0.0789304770898657,0.7868024461040324,0.7722934534869608,4.0,0.386902776365266,0.1130357909435501,0.0863238827947169,0.6273729245851988,0.6357638933540857,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6811283489546048,0.0852305384694167,0.069001519513084,0.8410886968829732,0.8175783267154533,2.0,0.4584457501842716,0.114331151535856,0.0868524893758527,0.6865569050919981,0.6917742891964536,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6679150824469021,0.0870500521850355,0.0711305498339153,0.8512792308730309,0.8322039990380409,4.0,0.555156075859383,0.1023165835325541,0.0769380564525787,0.7801877406413149,0.809281659969144,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6937361239306084,0.0841129171172853,0.0681264407291988,0.8496137607559879,0.8278969234126247,3.0,0.4543597654750062,0.112415116023173,0.085687770190408,0.6932657257049476,0.6976596889632228,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.708026917364394,0.0831043514072811,0.0665379464551488,0.8572822428992006,0.8306981978906998,1.0,0.3504464247467288,0.1162783499348872,0.0868963263330278,0.5956201229450313,0.6018827352263542,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6815411693126054,0.0863552922878264,0.0687166909864294,0.8528803943245096,0.8291292689843258,0.0,0.449179655749262,0.1097017024001607,0.0829883460274166,0.6725803296850936,0.664445685508245,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5098905983798327,0.1066030280095441,0.0836667847840761,0.7454294425637049,0.7347995489245336,2.0,0.4265256878388175,0.1116955929551814,0.0876547187029673,0.6619961745127474,0.6192070709860662,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.549678455547989,0.1024508734462686,0.080146450943729,0.7707508328022192,0.7582660761660215,4.0,0.4199328898127797,0.1135431612483812,0.0897685423586423,0.6496883588914272,0.6430624284905182,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5354088540394252,0.1051884573449779,0.0823474845687065,0.7547206817653197,0.750052531605949,0.0,0.3797100631096024,0.1145202203304233,0.089261492401638,0.6286758983812759,0.6009623071054393,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5306536252136533,0.1069071147038616,0.084467824544404,0.7481174493913194,0.7358462177573735,1.0,0.4328878812064425,0.1033178864828973,0.0797012215436168,0.7142140677591899,0.7195243711133293,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5494400099924215,0.1019928441358701,0.0792496527657634,0.7603269442241206,0.7526518215931317,3.0,0.4285110689200054,0.1153078767907325,0.0910644772672841,0.67436836869762,0.6639417001257965,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6802892321472562,0.0886045202651404,0.0712371503649108,0.843058407044871,0.8238148290896871,4.0,0.4698381085291,0.0995875096725762,0.0762274221127665,0.6927404682454055,0.6957225369403433,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6391632027233438,0.0892178771929058,0.0711721995762266,0.8220001292497332,0.8018191370165167,2.0,0.4927481398341504,0.1139818094962708,0.0868252603594154,0.7293914099775722,0.7463575470836243,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6592705721687541,0.0882000350416288,0.0712650778598837,0.8339119546240701,0.8182209643032795,3.0,0.4599604344521516,0.1135922779663535,0.0878647735947149,0.7072993255565937,0.7029275341653074,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5894183818606529,0.093954668755806,0.0737658760848488,0.8166002349089995,0.8005671673495165,1.0,0.4839647739029674,0.118481070966006,0.0899618128041368,0.7405328968367694,0.7425217213261199,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6350390605114342,0.0881410045535251,0.0708083478875054,0.8168814545486689,0.805555013283185,0.0,0.4633118348721217,0.126549241843044,0.0923309507397581,0.7413635377427037,0.7360163324151676,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1639604903868684,0.1392712217537058,0.111315973705359,0.434937428691747,0.4177363157820005,4.0,0.1605075994193175,0.1384438810569007,0.110545700406799,0.4285446502393042,0.4114565280680272,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1366181180012823,0.1411303331604203,0.1118282079208255,0.4374085013279302,0.4178463296717755,3.0,0.140320330626079,0.1416964512032097,0.1122000450199064,0.4444742809616371,0.4260386400153977,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.163988663303239,0.1390879159187317,0.111256441591554,0.4346323176469314,0.4165019278116966,0.0,0.1651539034959768,0.1387869494330639,0.110763846578832,0.4367363887147366,0.4178040997180723,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1553086449625677,0.1398409929113321,0.1113503657288141,0.4322125795173793,0.4165158899613913,1.0,0.1561425730819517,0.139401672975634,0.1107281702130301,0.433556808302225,0.417132371711644,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1619339620009314,0.1390465386670805,0.1109724685009333,0.4330477160262538,0.4141090512879237,2.0,0.1654755297020618,0.1396050566154494,0.1112296197802236,0.4393322599095947,0.4200017992902668,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2902900440203362,0.1281016371200284,0.1028111290109418,0.6000892555836105,0.5426508236117008,0.0,0.2917732362786802,0.1280280112724679,0.1027829036797672,0.6004315968270553,0.5447568651675733,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3039057412998142,0.1268717272207734,0.1033744282441742,0.5908847178349996,0.5321888864278174,4.0,0.3049399330865819,0.1268135093465323,0.1034223366286753,0.59266755040775,0.5332664930586017,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2486037808686987,0.1319294853369707,0.1053301580443997,0.5892916677342701,0.5343250425139497,3.0,0.2417581955243372,0.1319909728783345,0.1053807816746617,0.5824268941729052,0.5279594274005003,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2945164991740417,0.1278878712715279,0.1032522366824408,0.5899930876812176,0.5310083742039895,2.0,0.2905944985659493,0.1274549561611607,0.1028067754276274,0.5839197341562097,0.5252006304337143,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3153086554283882,0.1259401795591357,0.102273616188862,0.5991185095793373,0.5381610099287946,1.0,0.3121991134070994,0.1256994524237727,0.1020851398464284,0.5947481305110549,0.532346553434574,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0869412905993195,0.1454174990424393,0.1157682804907502,0.3387696151040206,0.3416185845690501,1.0,0.0881447431558174,0.1447998893985418,0.1153265642782873,0.3400191854532334,0.3437973755010651,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0929176041985628,0.1446718923568563,0.1152621520299144,0.3404394098374001,0.342141712404378,4.0,0.0926654076613781,0.1455152575177616,0.1159776048267353,0.3408411271418349,0.3428846833107999,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0974835981169063,0.1444923977421645,0.1157302924672532,0.3520001392735944,0.3501712339147895,0.0,0.0978332886008785,0.1443620520680351,0.1155676071263649,0.3532094149747968,0.3517509818700962,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0924221772855797,0.144836203417627,0.1155663956782483,0.3468718167401483,0.3461783615773717,3.0,0.0951075289763279,0.1448206318377513,0.1154814571035526,0.3534478398000974,0.3520088027028498,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0953685491733515,0.1446934124867006,0.1151112228060757,0.3498983031728059,0.3491806967584299,2.0,0.0967643183964477,0.1443202717362682,0.1147149269203066,0.3540303035987306,0.3536013502937103,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3472209745693321,0.1228002647353203,0.0988444094174843,0.6475867193950082,0.6067043562165269,4.0,0.3452261879418561,0.1233265492654047,0.0993348983244121,0.6458144708097958,0.6038537495216089,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3399654490347791,0.1234703075413061,0.0982514591026588,0.6582146644247658,0.6166919926783153,1.0,0.3419691108455169,0.1236742978951247,0.0982804577505141,0.660445685971587,0.6190439432672322,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3399363135618788,0.123439776425167,0.0984874562481,0.6441145978456829,0.6038163299522604,3.0,0.342078499667181,0.1237970919167614,0.0988218127256206,0.646458115345498,0.6063554875798065,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3601746988595999,0.1216641957058661,0.0988019382933337,0.6553180592101566,0.6155611206434262,0.0,0.3567734691519685,0.1218801356602686,0.0988329326158638,0.6524965384352797,0.613604730449555,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3410596481358223,0.1234899229539092,0.0990600108487372,0.6365934153658207,0.5953865554398883,2.0,0.3349121786031379,0.1238459758496054,0.0992618207240122,0.6290536567085914,0.5892425296009732,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1446151113447594,0.140686060342543,0.1134795635212301,0.4324594784974713,0.4156527500051095,2.0,0.1436127573558548,0.1405791374671522,0.1135341303127078,0.4333801501687067,0.4157816050106572,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1615920329692201,0.1391485451251914,0.1117191435058004,0.4354291545542837,0.4163242743159682,0.0,0.1629170820785336,0.1395254319861916,0.1119663661731407,0.4378632514056282,0.4204944149637188,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1625359965270095,0.1392059956596918,0.1115351183025392,0.4314249777661832,0.4143604566334761,4.0,0.1646153930462633,0.1388396952506247,0.1112368196037232,0.4349527741374074,0.4180898248877457,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1573541164066566,0.1396235177902829,0.1111794987758862,0.4352115479989722,0.4182798745108655,1.0,0.1572901623537997,0.1394987754548897,0.1113155573493717,0.4344780133328766,0.4164564055762454,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1609110598035728,0.139567552207125,0.1115935396099839,0.437782307660568,0.4194617506517642,3.0,0.1607074808409827,0.1382538459668416,0.1106941170763283,0.43576756115156,0.4153938326879602,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2890595783832433,0.1281705042687926,0.103367421577021,0.5852541807346799,0.5235044406536179,4.0,0.289856159200242,0.1283704930541341,0.1034681536244675,0.5867964610736175,0.523832645164906,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3120304343097674,0.1263372831428816,0.1029570607639364,0.5936897513495432,0.5332751455655708,3.0,0.3101569841822108,0.1254975246272474,0.102090878423275,0.5913173865858564,0.5329787908074407,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3064864822311463,0.1267281884167361,0.1029475654078084,0.5914464640439168,0.5318696962682257,2.0,0.3069718180836153,0.1262606153967367,0.1025865383013098,0.5921209069554083,0.5307998654625131,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3095537388254488,0.1263905805843682,0.102913610052749,0.5948272116296967,0.5322053727648554,1.0,0.3101316564607372,0.1261992904110091,0.1026708696905403,0.5949173742002687,0.5327676241960536,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3074036995112966,0.1266583575668551,0.1036983847392473,0.6016403813448266,0.5414998110393704,0.0,0.3034590692193847,0.1265233424281611,0.103686701067281,0.5976155510467992,0.5402186278418143,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0905272162923522,0.1449417759881025,0.1152740151587908,0.3450177363679025,0.3452848954485946,3.0,0.0929528926687608,0.1451760536307583,0.1154957106780936,0.3507116744887739,0.350494419958392,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0923986390532131,0.1449855493679153,0.1164249313384264,0.3475525081178564,0.3479482714166489,2.0,0.0929783696259188,0.1444018226779945,0.1161213059309363,0.3474943265579478,0.3461163352897296,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0937980845098012,0.1447527459210039,0.1151804108302741,0.3468391702988544,0.3466170050413799,1.0,0.0944694233017094,0.1447661118594708,0.1149577251879445,0.3505565709641339,0.3505729447210526,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0890947189583246,0.1451855176556886,0.1151361479311263,0.3504531915100103,0.3497730290601272,0.0,0.0875896247624341,0.1450860405764464,0.1151911323846237,0.3464324893343089,0.34538021976033,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0841739122902338,0.1455160065706731,0.1152976251306473,0.350704262929703,0.3505649374913807,4.0,0.0829373529418707,0.1457007844575368,0.115539060824496,0.3473376810679742,0.3473880756211511,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3263721826914133,0.1248371244185345,0.1017111973593649,0.6395695077942221,0.6015865156818312,0.0,0.3280102845634391,0.124572978399198,0.1014121023532081,0.6408760736824876,0.6013304493106805,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3530454879135627,0.1224778239745565,0.0985797436254682,0.6387775654850567,0.6009616239340365,1.0,0.3525271732630041,0.1217287645424477,0.0981210687016085,0.6371936477604447,0.5984125765416441,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3452446451464001,0.1231636322102213,0.0999220811352754,0.6418030676418272,0.6027338832430589,2.0,0.3470856282825768,0.1224415508379125,0.0992886202687862,0.6424610643190849,0.6056921879526836,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.322820300780134,0.1251008794689741,0.0996281171930507,0.6361781498351269,0.5972047454250595,3.0,0.3246559084626029,0.1251428743567224,0.0996224715633315,0.6397650927288048,0.5996695371543962,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3462209308887123,0.1230309891198458,0.0982761759742688,0.6443079749129332,0.6062106305069226,4.0,0.3453184686645502,0.1227698005279608,0.0980843494561085,0.6439725791215877,0.6068513796524873,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5592614372754021,0.1008521483501833,0.0799352754746953,0.7684798239666538,0.7554406431471724,2.0,0.5623337804148084,0.101032849453108,0.0800317032537825,0.7718565691969772,0.7598958666859971,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5610979941322003,0.1008119376992101,0.0794914392915624,0.771779748170902,0.7597864585341174,4.0,0.5602345242708525,0.1005943531421948,0.0793728350706323,0.7713471331027189,0.7604887777614487,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5629252603271174,0.1006197856377892,0.07962121965459,0.7700639935126262,0.7567107421664963,0.0,0.5649895248302019,0.0999762186853148,0.0790602020451672,0.7714198273753664,0.7569198884701366,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5546107920253525,0.101563465062237,0.0795421247872459,0.7699357946583086,0.7553501765278253,1.0,0.5533885519487844,0.101337224708371,0.0793653203953159,0.76896630613641,0.7544359174503408,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5597816790770203,0.1009343036569937,0.0805290091028262,0.7695530689982357,0.7524025133247111,3.0,0.5575530566952094,0.1010152937640944,0.0804015104436916,0.7685849745865128,0.7509753874944776,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6769959166814626,0.0864181850570321,0.069106898750472,0.8401657131451084,0.8205906605611708,0.0,0.6754723340385227,0.0866763725148009,0.0693783601170356,0.8392427699211046,0.8187219767275989,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6109224238096874,0.0948784573095016,0.0749871072882194,0.8454141049184484,0.8278771061045478,4.0,0.6067185173355958,0.0952868316842698,0.0752435446196746,0.8433969237938017,0.8263131740094417,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6172530585030662,0.0939412252057512,0.0765084382008805,0.840764137538932,0.8228738073607459,3.0,0.6212054635161712,0.0941579281284924,0.0767699098534657,0.8423051410741353,0.8243129142216112,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6405402698127621,0.0912537383537966,0.0721867646555884,0.846776137974587,0.8280589028577734,2.0,0.6385548110666859,0.0911155060283588,0.0721311551412817,0.8447916019873974,0.8270450980069597,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6798105963858362,0.0860531569698194,0.0688939157530896,0.8457419896335048,0.8254330157486235,1.0,0.6805149808318438,0.0859510161522455,0.0687330878517079,0.8460526466005128,0.8263133764505631,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5420466809521187,0.1028349511540444,0.0814677589356752,0.7604683988306953,0.7532222801636234,0.0,0.5436090567181141,0.1030394001341363,0.0814686635675792,0.7616030133556274,0.7539344375304781,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5129538189796374,0.106098027514694,0.08475675334393,0.7543955046350527,0.7417054375879546,2.0,0.5159493723029152,0.1059338174499775,0.0848212965147347,0.7564182497264149,0.7436409947968019,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5012814561752168,0.1073549901534552,0.0853440635437038,0.736627380258536,0.7285302519566197,1.0,0.5007076775718928,0.10761532374444,0.0854182759013365,0.7367945118102049,0.7285064541453027,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5172253375265916,0.1057246980880725,0.0838258225764048,0.7388771949270241,0.7309399816994757,4.0,0.513604316964074,0.1058167977398569,0.0838793302524713,0.7360645019264672,0.7266852833361366,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.530617278745525,0.1041959874250359,0.0812681412929907,0.7617282566473843,0.752788816958224,3.0,0.530813567329137,0.104136281476902,0.0811501960706845,0.7615279201044162,0.752441042798124,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6534401984146812,0.0895054879551041,0.0710702626548752,0.8396250812002423,0.8207710164475576,3.0,0.6520536174673868,0.0897815645178356,0.0711910196482865,0.8390462845714886,0.8196562969725502,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6516607602072813,0.0897893069018394,0.0725937575576726,0.8408171345092823,0.8240577915923875,2.0,0.6488183950239861,0.0899807725636454,0.0726504684444372,0.8393356802153538,0.8223019994193717,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6653132115579623,0.0879895632138734,0.0707524282801197,0.8380339886751209,0.8239047884140301,1.0,0.6652917221779959,0.0879355675950979,0.0707152911009596,0.8376380046201042,0.8216527794704672,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6667594500968232,0.0877927599860458,0.0696513910502179,0.841419768065321,0.8259716869230631,0.0,0.6663272264807751,0.0878244236332007,0.0696719381963628,0.839953490886796,0.824676763088902,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6342071462431715,0.0920719626026461,0.0727386355681429,0.8334930629308382,0.8163490594566509,4.0,0.6318728794361683,0.0918808796157251,0.0726592382281245,0.8312627130391655,0.814517135044817,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5319840597699836,0.1041687093905207,0.0817132115648429,0.7463193273631371,0.7391514072571651,0.0,0.5274277407369128,0.1040090614657784,0.0816064667908577,0.7418983021928724,0.7331888206562652,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5018097810752293,0.1071891074483517,0.0837990772195657,0.729894509757363,0.7249114910938643,1.0,0.503541625947763,0.1077423699638997,0.0843074134822675,0.7325717741373594,0.7281933880570087,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4993890323665073,0.1075398909912203,0.0850298448455195,0.7324115304330806,0.726782520167395,2.0,0.500519778170206,0.1077087481443748,0.0851863539965291,0.7339632239747755,0.7286448534708941,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5186161829792832,0.1056137745655512,0.0835500821973741,0.7414284574956619,0.7329821412773866,3.0,0.5190582785553395,0.1050538999118268,0.0830331891608484,0.7420293158331766,0.7329837671832993,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5161409870925362,0.105835896899394,0.0827409491600362,0.7421687779670639,0.7300477768122817,4.0,0.5177424281869631,0.1053947782212081,0.0824480177242172,0.7427545408051809,0.7308520138936307,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6340867081746091,0.0919943709003848,0.0729474477936856,0.8228269231245635,0.8059110594533783,2.0,0.6340052429586234,0.0919874083054111,0.0730992305533256,0.8225863567177197,0.806695990420773,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6421466187984086,0.0909938680819859,0.0725817359333349,0.8259731401365201,0.8122542322228471,0.0,0.6424198258778558,0.090848944387508,0.0726216533858669,0.8257847559077792,0.8126196804541334,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6065673794998765,0.0952915509114359,0.0771809708653066,0.8244018079981208,0.8089065679947954,1.0,0.6057112316685878,0.0958740734324295,0.0776655316967391,0.8238844654466261,0.8091087721871909,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.64911867719043,0.0900676396790862,0.0724375582293812,0.8262201996760757,0.8085736498996478,4.0,0.6510527858176958,0.0898885122972776,0.0723004155561764,0.8273712516402348,0.8101744785794783,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6173756356250264,0.0941813154930883,0.0744035594499141,0.8216849063628268,0.8057885200645798,3.0,0.6181266293536601,0.093516319288577,0.0737981254880167,0.820828237325371,0.805529243762393,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.560735687060443,0.1008928559696434,0.0790335582030554,0.7727921305955217,0.7579013970563258,3.0,0.5600098664322982,0.1004620523317437,0.0788842872925653,0.7718655313524061,0.7571092074645557,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5571090198032478,0.1012834009588752,0.0798214887377243,0.7659350661492964,0.7532977664258108,0.0,0.5516820793363101,0.1015098161977884,0.0797227790023862,0.7626174745663213,0.7503471068021205,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5470299161937082,0.1025203386498126,0.0818869871947186,0.7684791643048733,0.7571009663655738,2.0,0.5428984295748314,0.1021291815656062,0.081743393034565,0.7660583970800736,0.7538916034840428,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5637186762671017,0.1004140713069348,0.0792092091312943,0.7670346675228228,0.751150833780294,1.0,0.5670428496290154,0.1001939224800785,0.0788498251142169,0.7695519304486655,0.7537449166559357,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5573321456239004,0.1012020149407381,0.0790281058353293,0.7758649036244797,0.7642752284589753,4.0,0.5560150973976062,0.1012421250302607,0.079026014976664,0.775189499827595,0.7641293821494182,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6845379484541942,0.0854078638603947,0.0684093817465644,0.8459206302411367,0.8278045981862983,3.0,0.6818136317004471,0.0858046786710615,0.0688214091223731,0.8439070129192229,0.8251913199160243,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6752115719307565,0.0866682443956555,0.0700361257629822,0.8397926945798312,0.8198241715220385,0.0,0.6768265198876204,0.086448359972875,0.0699009669622614,0.8414355484368454,0.8219169858600536,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6760265165383971,0.0864646276205231,0.0692105318989201,0.8415679091857236,0.823542707186919,1.0,0.679208548332368,0.0865055630163843,0.06923158731426,0.8437527112915263,0.8263089817396503,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6739482288135192,0.0867325550825924,0.0691660121774504,0.8372648362619947,0.8162554672277303,2.0,0.6800952175046806,0.0864215471054314,0.0690017214518339,0.8415044759263836,0.8199525690278493,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6400261212748696,0.0912603284438228,0.0725798144492703,0.8411007063482622,0.8213476631231362,4.0,0.6439147438382082,0.0906707046941129,0.0719467586502035,0.8416227548840467,0.8221895740609362,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5224902172853032,0.1050861471482711,0.0827068759199251,0.7383576312868654,0.7288641120978275,0.0,0.5217712737363718,0.1051665350298549,0.0828141504230227,0.737767288321396,0.7284269021356894,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5427237577564756,0.1027798479054887,0.0805378231122549,0.7539313151369523,0.7465616906105623,1.0,0.5433812647121234,0.1029852475312831,0.0806103804577544,0.7544320230427296,0.748900563750375,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5169271161701213,0.1057120497431536,0.0833005681215699,0.7387296223291813,0.7321338485101645,2.0,0.5147019268901423,0.1058792723727249,0.0834340441403846,0.7362628837796582,0.7282560456304478,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.534724691511519,0.1037945449269717,0.0811901328333056,0.7548190637417628,0.7443809853682769,3.0,0.5349550734710442,0.1034530792587608,0.081005244059826,0.7539009848839192,0.7429953301963843,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5352243161817702,0.103565550284637,0.0821508542264441,0.7567871595223884,0.7471733801933425,4.0,0.5362437735717693,0.1040016189927659,0.0825172993378077,0.7572934266482935,0.748130611689892,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6674051623563491,0.0877237997961265,0.0708562978874068,0.8398910981532426,0.820136913187292,0.0,0.6648989122512441,0.0879450018152774,0.0710559317505093,0.838368410562557,0.8184134539340956,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6711437399102202,0.0872866376375418,0.0700260470830321,0.8352118935908397,0.8146409424283824,2.0,0.6676634604379104,0.0873517486687589,0.0699075033572777,0.8322456812756992,0.81154331573852,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6753123231147036,0.0867401026226833,0.0694715476728119,0.8412668837586866,0.8259574409721789,4.0,0.6718523550976158,0.0867673465649166,0.0695721905549606,0.8385768242110118,0.8232718668259479,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6667619227966193,0.0877814081309374,0.0702719099352358,0.8358450907050431,0.8180275867280854,3.0,0.6670420905601558,0.0877748837087135,0.0701081907455923,0.8358168804657066,0.8183431848102395,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6603923859872689,0.0886760214504508,0.0716195853002193,0.8345012390202134,0.8146445720820251,1.0,0.658344746922386,0.0886741794655849,0.0716790071374825,0.8334205017840456,0.8134513954806133,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5126180171332031,0.1060721156474657,0.0827372907760679,0.737546407717466,0.7283762166510882,4.0,0.5164189590333728,0.1061287268098705,0.0827659127766246,0.7412429095164224,0.7304260786266277,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.518606094455158,0.10558292799685,0.0832853629275646,0.7369063044308828,0.7284993788679455,3.0,0.5149725952106833,0.1056294616252216,0.0833260674580812,0.7339363608803838,0.7250245113266278,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5249511638080335,0.1048592017040308,0.0826656097799478,0.7463000903947646,0.7393125015320715,2.0,0.5239009126391421,0.1047551469312342,0.0826542636320171,0.7457383708237748,0.7388133578192297,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5087437685314289,0.1066353443583961,0.0847729981314397,0.7412414677543169,0.733997569004106,1.0,0.507554016951633,0.1065291909237429,0.0847900714906179,0.740280445808167,0.7316192343456153,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4990887092469485,0.1076255169446233,0.083903736366118,0.7414974875008213,0.7320766288303052,0.0,0.5017112465820999,0.1073681981201448,0.0836307992494675,0.7437370606748371,0.7350402985851874,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6322642240268741,0.0922713274630842,0.0728580545014413,0.8237470609793854,0.8077849639616669,1.0,0.6293354124906331,0.0923781123872335,0.0731012428368396,0.8220273254013706,0.8065136503613562,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6424222677888581,0.0909017234819116,0.0729188274991769,0.823810808063944,0.8093211878972493,4.0,0.642420520983153,0.0910784371212153,0.0729773041655569,0.8232918341419647,0.8094470504238364,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6432531062642686,0.0908127748481728,0.0723326560229496,0.8215130785910111,0.8072173340193466,3.0,0.6425763220025807,0.0909886996910543,0.0724404692653823,0.8206854912719762,0.8066471638393357,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6415378613010583,0.0909932709915815,0.0729136152600343,0.8204317989264951,0.8048127121298445,2.0,0.6438020850563086,0.0909840419749517,0.0727946553683129,0.8219035379965526,0.8046221496660984,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6184703603705659,0.0938539935489539,0.0738704901967869,0.821833236537982,0.8087610681513618,0.0,0.6183635209413554,0.0942632618489639,0.0741710664079343,0.8215168522225934,0.8093271856357784,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1492623398171062,0.1403559186187082,0.1120064681711213,0.4213362286810955,0.4071560081350421,3.0,0.1481954625311368,0.139994338866059,0.1119235131798134,0.4173307516956638,0.4019861143879886,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.130997101973873,0.1418575198693458,0.1124667523317098,0.4235534615401048,0.407946972248395,0.0,0.1287625713292478,0.1415716519901655,0.1119982411999039,0.4181353796278861,0.401322925492203,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.148849104725716,0.1403825640992148,0.1118721147473192,0.4223250032606142,0.4076166682018168,1.0,0.1427506180858677,0.1404674117196581,0.1119357464331218,0.411664707054822,0.3967768650476458,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1500550513800369,0.140225792437475,0.1121323183245863,0.4203069562427618,0.4050342503373333,2.0,0.1504110335892791,0.1400698845936851,0.111597382018472,0.4210974451557379,0.4078216122290335,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.147511304252035,0.1405143629955185,0.112461866432078,0.4110812664215027,0.3996643167714833,4.0,0.1502696178854615,0.139767581228916,0.1119115652305212,0.4158213975770581,0.4051438114056792,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3413811370271967,0.1234831398408435,0.1008502493029946,0.6191867000918525,0.5576016673402234,0.0,0.3398267002016674,0.1232941767422103,0.1007154013631902,0.6178437838593381,0.5553787172292163,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3047703052109023,0.1269765351380415,0.102965071278559,0.6009791827673526,0.5333131432571098,1.0,0.3019339184856596,0.1263492773606633,0.1024446576081765,0.5968502574869256,0.5322476585241973,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2881681190702388,0.128060198728151,0.1031375343603143,0.5814609406454435,0.5244485863862612,2.0,0.2879448762357474,0.1292982744592883,0.1043183300304936,0.5833042008845744,0.5235310269640556,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2868809490056885,0.1282320067342256,0.1031394147704338,0.5908890549328802,0.5334871112249895,4.0,0.2889110642687413,0.1289914741119982,0.1036033464054867,0.5948655011105651,0.5349965295645704,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2898834751145231,0.1281418509168614,0.1030706534064359,0.6004772075421446,0.53715279057084,3.0,0.2947280935977431,0.1277473306968336,0.1026631591264619,0.6052343891906803,0.5411327909415772,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0765569419331734,0.1461789550711157,0.1170334978708633,0.3252705394753067,0.3294584635351301,1.0,0.0760019623270971,0.1460140722693299,0.116946046143787,0.324382865255771,0.3279867234578151,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0815764587612212,0.1457508612621897,0.116120291196578,0.324940837286985,0.3290737957978422,3.0,0.080532905407628,0.1457768734836942,0.1162692406620119,0.3215717266419968,0.3276871526603823,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0838526538662622,0.1455136160705272,0.1161307654030644,0.3274341934469228,0.3312003650360726,4.0,0.0849805904602387,0.1456402467397159,0.1162297010451343,0.3296276872835558,0.3350614342362786,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0798224550862923,0.1459916948583327,0.1161400465942339,0.329464682655493,0.3325429064731093,2.0,0.0783390703267892,0.145542349321744,0.115623548746207,0.3236085536974983,0.3275515665744703,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0809682482314588,0.1458352293064546,0.1164751771182147,0.3229885802116836,0.3274214862297111,0.0,0.082346499733106,0.1454870356558635,0.116378403058763,0.3267405595401462,0.3316836129888456,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3422534217531446,0.1234076105292367,0.099170009614646,0.6403420604237317,0.6038121701296164,0.0,0.34228036228488,0.1230399659383645,0.0988228345183214,0.6396826315983548,0.6029281923562517,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3418573043342551,0.1235040295977304,0.0991437586921108,0.6358545949342327,0.600994391642317,3.0,0.3366250106637201,0.1233280252901516,0.0991083185935847,0.6294000500525561,0.5949952927251403,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3445509132556553,0.123175810451609,0.0993462699274772,0.6346826301200533,0.5964937159590469,2.0,0.3431605690144954,0.1230202372643272,0.099163672344208,0.6344678201388316,0.5969213548658532,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3537731055962569,0.1222397051222845,0.0984392227101673,0.650794110342518,0.6120763610057018,1.0,0.3508628656159422,0.1225653281356815,0.0990614576583906,0.6465883390471481,0.6078508374725298,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3330142417829432,0.1241469573210844,0.100733131965642,0.6331412912967981,0.5942337877562055,4.0,0.3348327920582059,0.1242295978575327,0.1007167300364805,0.6340345424222261,0.5949724245733585,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1411640012636628,0.1408903099732128,0.1129429131952711,0.4156325795284114,0.4025821142882717,2.0,0.1398967626390382,0.1412045876570357,0.1135284221527876,0.4146082316893814,0.4007515164502167,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1471304850681126,0.1404572083222911,0.1128209211562783,0.4176057198572923,0.4051681901963836,1.0,0.1478627578714375,0.1403208907553963,0.1128772999529657,0.4198722598973809,0.4067763470451258,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1476518769656873,0.140313590493526,0.1128731748944283,0.4232884686802327,0.4071680886319163,3.0,0.1480971182810652,0.1407039206515098,0.1129600224392057,0.4245957355515528,0.4084986791910827,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1441567220931581,0.1408116164508869,0.1132579624603184,0.4192462404459817,0.4062560367708029,4.0,0.1434888327802587,0.140240178947256,0.1123221709449253,0.4171930293786925,0.4034026294765759,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1465650902026318,0.1407132310610485,0.1130361620815111,0.4184988958896971,0.4045136436236443,0.0,0.1460172978043872,0.1396275620478217,0.112314454453073,0.4179785530248726,0.4044598010415747,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3089834368920638,0.1265350975156462,0.1032824880613692,0.5841265216484448,0.524354937945129,1.0,0.3063864141678268,0.1261709904553572,0.1027321802419618,0.5798629806081231,0.5223659180328093,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2805255109411859,0.129027875132528,0.1057094814233459,0.5860382526340363,0.5270924231423605,2.0,0.2754316164774161,0.1293024774836958,0.1058677192104785,0.5830974088147808,0.5232164378620969,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2683943496453058,0.1301015093935149,0.10666011104321,0.5815127073389017,0.5211731374133189,3.0,0.26099238720055,0.1306236494003368,0.1071270279451238,0.5748945174607473,0.513390357345527,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3226601778288945,0.1252863992640585,0.1021969963865941,0.5997359307821745,0.5380595065419608,4.0,0.3213095461003137,0.1247681713414788,0.1018728031313461,0.5979256244012812,0.5374151845000998,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3074547379863198,0.1265276676984776,0.1032028779403844,0.5848713530216804,0.5249959199494942,0.0,0.3059678161124588,0.126800996101236,0.1033345899236767,0.5829400957529602,0.5238747976428284,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0819278303883743,0.1457743545241734,0.1162776257685176,0.3280949219832185,0.3310506154070689,1.0,0.084294903643462,0.1452711543409076,0.1159077834492941,0.3351845207507733,0.3399074933221892,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0812972461920249,0.1458266405182211,0.1170812398590291,0.3250512913370527,0.3302119335660051,2.0,0.0806819947791549,0.145550130973072,0.1167404389707655,0.323075312542644,0.3266861895633277,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0788607536180876,0.1458223762158363,0.1162636093828815,0.3225900175156821,0.3274821857548955,3.0,0.079856008383271,0.1464040617700377,0.1166697903210789,0.3262909177924453,0.3316917010482434,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0832239071362686,0.1456263258280425,0.1166932846924159,0.3287251402080893,0.3336935384283108,0.0,0.0800073880854215,0.1457926449169281,0.1169738620551747,0.3207061383001276,0.3236380284599452,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0858249828116953,0.1454093285694063,0.1159135277809098,0.3323226754536286,0.3359163972517783,4.0,0.0838729117317368,0.145527779734945,0.1160380744173782,0.32691653725443,0.3289311049010364,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3288208448741341,0.1246390261136116,0.101200892921204,0.6226812296546325,0.581792143628463,4.0,0.3278704324227716,0.1244701664015409,0.1010887469617859,0.622437402607715,0.5816749789661655,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3286011706349756,0.1246281447136595,0.0995760757856259,0.6371414289315703,0.6020661614546605,3.0,0.3326202225907226,0.124153593294984,0.098969201813518,0.6396882359874839,0.605660290325095,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3310612970975749,0.1244857567945626,0.1006756864999989,0.6309400056322213,0.5872755929373322,2.0,0.3297380856662795,0.1240762897573237,0.1002562513397726,0.6284250940591306,0.5852382893049249,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3369785928221094,0.1238574327743353,0.0992728974995081,0.6356777702261338,0.5946728780661059,1.0,0.3338781752428575,0.123998532484727,0.0994659446379995,0.6334669075210377,0.5894997108776885,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.35995406018944,0.1217578263109114,0.0981538352678452,0.6547678695073609,0.6125609697229558,0.0,0.3593135135467347,0.1213473279884439,0.0977350044427841,0.6537731443978105,0.6113160503704274,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5668804617100671,0.0999743295803319,0.0790928031657627,0.7731483469890003,0.7560402885295656,4.0,0.567035374918917,0.1004978954173582,0.0795853033156848,0.7735204764921627,0.7555203849355738,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5522093395389243,0.1018046987837426,0.079694162980961,0.7706769250936427,0.7595608858982628,3.0,0.5567335798474151,0.1010785074153207,0.0792217366650564,0.7735753102401286,0.7616004464189777,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.566756524184296,0.1000045792424351,0.0793040657044476,0.7748657153025911,0.7609909827397999,2.0,0.5670556718371168,0.1004316016125085,0.079661542700382,0.7752974868655562,0.7616567183161221,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5649839144831419,0.1003120010067416,0.0791343911336573,0.7710643695028903,0.7568214497748215,1.0,0.5650293032585143,0.1002555603632014,0.0791327487755938,0.7709876466811731,0.7572828397097057,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.558398928900731,0.1011442344397346,0.0791443740873307,0.7746165031026643,0.7614966609544537,0.0,0.5541160553359787,0.1011990203182317,0.0792576484586354,0.7716993388632153,0.7586982720496519,0.0
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random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5262776180649358,0.1047041782715737,0.0821844709639788,0.7462302053288778,0.7359207741335356,4.0,0.5261205274689473,0.1045452266438978,0.0819844628465485,0.7459962309022272,0.7360630210537422,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.641026138058768,0.091139930789481,0.0721809876732935,0.8239009935340623,0.8080210697798956,4.0,0.6401401146107872,0.0911243161540207,0.0721188726353221,0.8235912826022832,0.8084365596116014,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6468173574451128,0.0904365461249496,0.0722534518429284,0.8231363015047374,0.8075717778385003,3.0,0.6431189647967519,0.0906066975660566,0.0724093925475554,0.820063688884711,0.8047008976335324,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6458483791194726,0.0904003284013485,0.0718485396671673,0.8218625566297514,0.8057866521247959,2.0,0.6490341517292407,0.0904898367216317,0.0719168861955838,0.8247967092694665,0.8095765889951213,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6510183918183992,0.0899075983112906,0.0716713091857814,0.8256537970378357,0.809823136540103,1.0,0.648177088468078,0.0899141083419558,0.071616498180172,0.8235513305729196,0.8062947532964139,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.65390897028005,0.0894858351987265,0.0711319652664976,0.8241876735318974,0.8088012510287717,0.0,0.6556100578897841,0.0891595316327614,0.0707623338739502,0.8251658475474591,0.8102440784220928,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993984142,0.0005887016088719,0.0003655773920465,0.9999999998321198,0.9999989847545668,3.0,-0.2393036709452924,25.636997495304893,21.49298194885254,0.2843273555442485,0.2006594872159631,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99999999947201,0.0005645820246504,0.0003513591450853,0.9999999998426868,0.9999993624083622,2.0,-0.1661218239465409,25.809789198867293,19.59078423733181,0.2659563047322221,0.3397717404306689,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993881904,0.0005603373569045,0.0003480644676629,0.9999999998145558,0.9999994507776392,1.0,-0.0556104383910598,28.683503106207503,22.26959699294147,0.2861204468834091,0.2443157722280758,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99999999930564,0.0005955201902704,0.0003787953253009,0.9999999997890856,0.9999988323249488,0.0,-0.0914978878298926,29.90975736684758,24.2162818920866,0.1471019317874318,0.1065997182386302,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994621126,0.0005851068453125,0.000353644053141,0.9999999998282364,0.999998780656208,4.0,0.0372000697734302,20.862599641495407,15.95617811868357,0.3113567705014211,0.2433416670597669,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999403037,0.000605745794409,0.0003707971385881,0.9999999998190956,0.9999992762850556,0.0,-0.0606054565872749,24.0741104001556,19.59693332785427,0.3214967612566136,0.3315356032327798,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994791792,0.0005596731399804,0.0003647759733299,0.9999999998325768,0.9999988578488154,1.0,0.2456075589404297,20.65845690519235,16.978017572596453,0.4972959440152653,0.3558490669591903,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994287596,0.0005864296172271,0.000378506238224,0.9999999998220344,0.999999499568002,2.0,-0.0772235852107221,24.68805888591151,19.34988667995372,0.2849553091189439,0.2265016544628303,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999482695,0.0005838713122744,0.0003509236849268,0.9999999998345576,0.9999988051705052,3.0,-0.1817251505162704,21.191612903253297,16.961488743623097,0.0168509675665006,-0.0248236570808464,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995407726,0.0005484235392868,0.0003638770845199,0.9999999998530376,0.9999988751931156,4.0,-0.4706647506004953,23.5772128513778,18.75790300149184,0.0411030039220233,0.033521907398784,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999988442632,0.0008047807519592,0.0005109888519171,0.999999999526986,0.9999990105092168,0.0,0.0252861124846688,25.81592176751513,20.016209066247423,0.2570430058305172,0.2667790679909789,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999224868,0.0007000080230929,0.0004841407018762,0.999999999657632,0.999998999135754,1.0,-0.268297278603389,24.78940869035872,20.14808079942744,0.2416716775275613,0.1123726199213339,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99999999857668,0.0009197174098867,0.0005994307057241,0.9999999993640762,0.999999211931918,4.0,-0.0235185675170674,24.43551076232608,18.751100731324616,0.2296725219933053,0.2475080652802068,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991111777,0.000737051685486,0.0005055178766664,0.9999999996188776,0.9999990737319552,2.0,-0.224090622657034,25.95644631754053,21.39195342573148,0.178540017885014,0.1411948183192351,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999053754,0.0007289303638486,0.0004831331306032,0.9999999996125368,0.999999372058526,3.0,0.0771051634606008,25.953155043215485,21.26746115179623,0.3076473370515047,0.3037017950838284,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994703724,0.0005817415366406,0.0003734154088953,0.999999999835971,0.9999989395750416,2.0,0.1412742732059396,20.31294237462881,16.68491113450792,0.4188286162400417,0.3122149419153513,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999447186,0.000594036290766,0.0003573045654903,0.9999999998334848,0.9999992501288842,3.0,-0.1933421463606655,24.230004383707925,19.138567119011512,0.1231716548266769,0.105035740958071,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994977752,0.0005535140913217,0.0003717985865908,0.9999999998476016,0.99999905353177,4.0,-0.0894978800917403,24.284622551076463,18.373187744140623,0.2920696783808069,0.199930298229084,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994031706,0.0005622504250965,0.000352780158703,0.9999999998022956,0.9999989758605202,0.0,-0.0478499080591425,28.314508355921504,22.93985500335693,0.212330561155366,0.1720157352143244,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994535522,0.0005290123879735,0.0003401026318064,0.999999999848731,0.999999075255264,1.0,0.0378417173337803,28.22280213834408,23.055185950706743,0.3036076268024613,0.1870497696753836,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994416006,0.0005589474145698,0.000365519339578,0.9999999998127528,0.99999883363418,1.0,-1.829330131182688,45.09490866127713,36.450502186090176,0.2216938580371937,0.1936955063715626,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994385766,0.0005825018424268,0.0003762416702379,0.9999999998281628,0.999999162193127,3.0,-0.0886758070888253,24.64877763816472,19.53916764088165,0.3102489647709645,0.2483860973639184,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999404656,0.0006117354049145,0.0003860294370724,0.9999999998032884,0.9999987248163178,2.0,-0.2272958446547608,24.456399839439857,19.20664805518256,0.2989129626833345,0.2825792590848278,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994611076,0.0005883570831984,0.0003704543340772,0.9999999998235908,0.9999986877251782,4.0,-0.1248765320387788,23.03778066999448,18.794056215286258,0.1447101151168538,0.1074418741118569,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993975204,0.0006263672109258,0.0003983614374607,0.9999999998086818,0.9999991055174812,0.0,-0.5511700497214131,23.50093802390424,18.38604556764876,0.1328977901198971,0.0728163695123836,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989080148,0.000826353871199,0.0005664233047595,0.9999999995188888,0.9999989791225457,3.0,-0.2101905265849271,24.49999070918993,18.887986708850395,0.0518890218655275,0.0226381005766272,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999990961658,0.0006971108312006,0.0004666115659656,0.9999999996116696,0.9999990217110046,4.0,0.0392196684832798,26.22368229478501,21.14103266508683,0.324194057832985,0.3106396587872115,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999992291164,0.0006855625140582,0.0004461122833134,0.999999999657602,0.9999988323249488,1.0,-0.3350647535266948,26.964826122011782,22.586122231179097,0.0009273430031037,-0.0686780239011089,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999988241004,0.0008311509388396,0.0005469217702346,0.9999999994966184,0.9999991563228332,0.0,-0.2266498391822462,25.80594272202295,20.567767223157382,0.2699344124896263,0.2012675016372263,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999990325232,0.0007574893557034,0.0004994169024913,0.999999999577576,0.999998845593991,2.0,0.0448700359083893,23.706732909562792,18.89799115006642,0.3482078127605791,0.2618543164930917,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994711866,0.0005730984688864,0.0003603195687361,0.999999999838495,0.9999986501161914,4.0,-0.0921313893215896,23.471911434905365,18.916264946385432,0.1572831675015927,0.1645296752519597,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.99999999944399,0.0006100176755936,0.0003772230709298,0.9999999998265636,0.9999992762850556,3.0,-0.0311926239706248,19.114030105308323,15.470548045092292,0.3071224090901012,0.2341364830353224,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993925004,0.0005857653269306,0.0003718618716831,0.9999999998214404,0.9999993551627924,2.0,0.0177995739603136,24.2564356664498,19.33940980764536,0.3076742206785725,0.3306603811251605,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994515246,0.0005771615362218,0.000364557060215,0.9999999998249304,0.9999993654717252,1.0,-0.2498987191783948,25.48101109108216,19.50018952632296,0.1854597172020382,0.1335245437662297,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993633556,0.0005960055526376,0.0003735059964453,0.9999999998138543,0.9999990651318,0.0,0.0410167805082709,25.70800145625201,21.4805285869661,0.3610422848825048,0.1437334743521945,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994622288,0.0005734051954393,0.0003650871472867,0.999999999830676,0.9999987032244972,4.0,0.1289442370490992,21.93457062266157,17.53704616250344,0.4289881768128701,0.3387844308746651,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994700318,0.000563824630114,0.0003670285567352,0.9999999998255608,0.999999481976092,3.0,-0.0459481750623522,24.618042425595146,18.52805609083667,0.2560711599270617,0.2521918938677295,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994679976,0.0005298417142082,0.0003694360458542,0.9999999998294294,0.999999095578782,2.0,0.0733703642369363,27.381541095176413,21.505702164593863,0.3641546492907824,0.1975376196990424,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994544274,0.0005708271571721,0.0003624137892599,0.9999999998337494,0.9999989211310584,1.0,-0.0939387923097454,25.34019910038616,20.37605202554286,0.2104385871380826,0.2057118903550338,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994196074,0.0005588016542589,0.0003765471150555,0.9999999998162876,0.9999987184806892,0.0,-0.0969490941476818,28.14285776932772,23.07154336667529,0.1185052384336254,0.0114503169334637,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999990826786,0.0006852473562376,0.000460916210834,0.9999999996097018,0.9999988842143668,2.0,-0.059273301356219,29.033588571114432,23.425634444342723,0.2646271117169105,0.1908062345418248,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.99999999878556,0.0007856898856693,0.0005109001690649,0.99999999949143,0.99999941020748,3.0,0.0597035891871015,28.4900961389461,22.89910771749106,0.3085378240700712,0.2860291339574325,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988657808,0.0007498260786952,0.0004701081290839,0.9999999995083612,0.9999989270994472,4.0,-0.106216342089936,30.153146534547314,24.87539299545288,0.2113682005192064,0.1406420642064206,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999991505822,0.0006873391250434,0.0004572629061611,0.9999999996326048,0.9999991344735298,0.0,0.0206629627384102,25.373338799737304,20.26526982907896,0.3468220727363788,0.2476513098464318,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998222705,0.0010539552685775,0.0006838376075027,0.9999999991928128,0.9999992847330926,1.0,-0.6202773378150965,28.313099373283027,22.042941847991948,0.0115552247769219,0.0544796114002193,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994536016,0.0005820004152788,0.0003651289441691,0.9999999998329264,0.9999987531529644,0.0,0.0839682590258714,20.943714510510304,16.81235012401234,0.3401435245880824,0.2039730900637526,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993831784,0.0006173554311525,0.0003685495907202,0.9999999997898904,0.9999992030103894,1.0,0.104111418532477,21.65017703923609,16.930728714413114,0.4191611146034689,0.3072395769024982,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995178088,0.0005290436023912,0.0003350460572053,0.9999999998479376,0.9999990330311715,4.0,0.0116806472258155,25.31391260315334,21.060388007225928,0.2699001140487739,0.1721590535804338,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994132398,0.0006238067788165,0.0003904665206851,0.9999999998124722,0.999999136626671,3.0,-0.6409924325323257,24.29999884711436,18.875830326670226,0.0912891429330681,0.1140471415916034,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993989642,0.0005922267505565,0.0003715678821908,0.9999999998133092,0.9999991344735298,2.0,0.0045458591744063,25.12490744323317,19.69012925324616,0.2651738333040548,0.241182481838091,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994436432,0.0005794094249576,0.0003671285475807,0.9999999998264798,0.9999994937937854,0.0,0.0887453121683581,22.45601309971468,18.0754526294909,0.3963687015763225,0.2646155138328656,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993954796,0.0005731209907461,0.0003605161782259,0.9999999998104332,0.9999991887415718,1.0,-0.054217639177879,28.83986272903932,22.88899852600098,0.0594578497140858,0.0933997155049786,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994715678,0.0005645650946133,0.0003782979857245,0.999999999826746,0.9999991939536854,2.0,-0.145593547106644,25.63231869532882,19.641274121881843,0.2002894011255734,0.1564990961914262,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992946412,0.0006117097626668,0.0003975820881978,0.9999999997789628,0.9999991800183596,3.0,0.1371158905829703,26.833727415246315,21.101864378075856,0.4070198579207476,0.3199726589200274,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994059792,0.0005953592083683,0.0003970389935506,0.9999999998202848,0.9999992207207848,4.0,-0.1377262098473446,25.156402982773407,19.56589721246199,0.2587588300994634,0.1735592862160028,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999988811132,0.0008298731797602,0.0005384266077402,0.99999999950564,0.9999993093080752,1.0,-0.3714905763828773,26.52495915720824,21.470801837475268,0.2352205219793385,0.2477012967434588,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998685897,0.0008892625474505,0.0005905984842551,0.999999999423842,0.9999987103255848,0.0,0.1231183874635928,22.495199256346325,17.78751112885528,0.3713543436475695,0.3171364867017041,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999987893656,0.0008652564322954,0.0005658582425583,0.999999999480509,0.9999992762850556,2.0,-0.1802406388189104,24.496753477955004,20.36056360301405,0.2158239616995079,0.1425921449981148,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991244628,0.0007337633975159,0.0005038834790712,0.9999999996413348,0.9999995869628115,3.0,-0.1054938606249151,24.533858685409648,19.91106198310852,0.1504882003631703,0.162914557842048,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999989054028,0.0008354637837697,0.0005660871475459,0.9999999995294816,0.9999990626610172,4.0,-0.0368378579950245,22.584718029163263,18.027110034502467,0.2347517166217264,0.199157684727276,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999433733,0.0005877034234695,0.0003718594042925,0.99999999981744,0.9999989791225457,1.0,-0.0095679565619044,23.408903075369523,18.21617139211515,0.3296326698518308,0.2706217825230461,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994101229,0.0005937720357921,0.00036701423587,0.999999999820554,0.9999991754244152,4.0,0.0295780262134048,23.919895500441022,19.575954861384567,0.3238553660464233,0.1977119367980123,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994261728,0.0005778114270617,0.0003655254349726,0.999999999835935,0.9999988967045116,3.0,-0.0180135558604435,24.92867496581937,19.125553945905708,0.3893526305576729,0.2744807626830099,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994247512,0.0005960312756544,0.000366510361549,0.9999999998324278,0.9999992930501528,2.0,-0.0079421626747817,23.04790839534186,18.20270160405323,0.3092619403790853,0.1911199478053286,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999386448,0.0006302615482473,0.0003783833118192,0.9999999998100548,0.9999986129980116,0.0,-0.0931609905154713,22.97150207033398,17.589198869437226,0.23797170605364,0.140461997019374,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994907864,0.0005719581067721,0.0003700699439416,0.9999999998503298,0.9999989758605202,0.0,0.0532445814236715,20.80173810111089,16.940281318028767,0.3791227725621938,0.2524900043761275,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993930684,0.0005888344131649,0.000386741109889,0.999999999803676,0.999999162193127,4.0,-0.2439176483575669,28.75872477753533,23.126201586601063,0.0386646406091653,0.0281367763496535,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994797834,0.000588249806335,0.000389190753301,0.9999999998330938,0.9999986978932128,3.0,-0.3570606808719248,22.858418715084696,18.54634539078022,0.1614158095693497,0.0118632991196709,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994121757,0.0005879022411204,0.0003673267364502,0.9999999998215,0.9999989395750416,2.0,-0.0526278328202727,25.40084115220508,20.167745779018208,0.1814890782026797,0.1448365641211751,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993425204,0.0005942102856454,0.0003883446548064,0.9999999997925736,0.999999075255264,1.0,-0.1250766453772283,29.529560412406727,23.65470551808676,0.1814606107742497,0.0990194648975723,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989075916,0.0007474378801496,0.0005011322583809,0.999999999538023,0.9999994308478743,3.0,-0.2479904971092741,30.87422334414465,24.805065324692496,0.1441063991877866,0.185498021190719,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999983660568,0.0009350710313628,0.00060771631727,0.999999999265946,0.9999990953562374,2.0,0.0001811839668238,27.302413079276825,22.28897060583133,0.2938184128778425,0.2555452986187265,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99999999859543,0.0009241740696441,0.0006193269398816,0.9999999994004812,0.9999992463154812,1.0,-0.0339293549048624,22.959337878320728,18.793333095774933,0.277631570472194,0.2678268687047807,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999990477242,0.000763438989711,0.0005273885342662,0.9999999995768882,0.99999941020748,0.0,0.0145268970517369,21.754738421613784,17.832780101730165,0.4447489916580408,0.3382957175213316,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998753344,0.0008826461033763,0.0005716607896544,0.9999999994498744,0.9999988829240132,4.0,-0.1069455899954803,23.19574147095736,18.795279916616582,0.418618480606971,0.3365368808406783,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993250056,0.0006474666935329,0.0003927133746094,0.9999999997852148,0.9999991530865266,4.0,0.1559644187006462,20.244146092810976,16.303569224876696,0.4312025063328429,0.3518987341772152,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999451475,0.0006009723480621,0.0003785991297619,0.999999999823559,0.9999984093621408,0.0,-0.1421670984785903,21.47059857220155,17.24283735178938,0.2404219416657254,0.1399999999999999,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995097252,0.0005516163993128,0.0003593846332239,0.9999999998489676,0.999998586099806,2.0,0.0575846512299518,22.27708680537981,18.070867456763683,0.3710205475127773,0.3276458110502424,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991982452,0.0006389573380444,0.0003933225026944,0.9999999997498434,0.9999991939104772,1.0,-0.1483560872651921,30.052532801457147,24.22556230891835,0.1345975697805205,0.0850936255296563,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.99999999949964,0.0005641954798623,0.0003675046002952,0.99999999984833,0.9999988842143668,3.0,-0.3614732057663117,24.88332598184608,19.89168904495239,0.1508666675159233,0.1606466695257086,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992667143,0.0006562438129237,0.0004104320482274,0.999999999758667,0.9999986501161914,1.0,-0.0230105743975999,24.91370684119105,19.720567304912365,0.3282973933189949,0.1722704367301231,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999460502,0.0005802995705498,0.0003711756859116,0.9999999998373832,0.9999991659465308,2.0,-0.0539089435320658,23.261480659588447,17.402273287265857,0.2924597423393773,0.2898034526748405,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994429124,0.0005374594651716,0.000346143743117,0.9999999998348216,0.999999162193127,3.0,0.0133979148082112,29.280366366087588,22.1125052525447,0.3625342085144813,0.3897494910153138,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995252024,0.0005300579028115,0.0003533751414372,0.9999999998569556,0.9999988051705052,4.0,-0.1010654016461423,24.687737513199224,19.17134163022041,0.3312222842470269,0.2618294283433,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994503176,0.0005802674263485,0.0003763726898666,0.9999999998188794,0.9999994697876614,0.0,-0.0576902828318366,24.129257022894976,19.3441610794838,0.2647807298218301,0.2185102613191068,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999990536972,0.000774017017151,0.0005027633787613,0.9999999996014436,0.9999987032244972,0.0,0.0306647191350734,21.50394213504118,16.896651600958073,0.3148968028300361,0.3113795801920547,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988924226,0.0007927522339187,0.0005021389110666,0.9999999995245242,0.999999136626671,4.0,-0.1136933104894719,25.982398223247376,20.66989990548989,0.2612963537411917,0.3391487585121107,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998358671,0.0009458512624739,0.0006321926966105,0.9999999992878272,0.9999992770151428,3.0,0.0075141215013472,28.62484684343321,23.283329534530644,0.2089571180200047,0.2358058608058608,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988773804,0.0007975840789677,0.0005382327375739,0.9999999995120066,0.9999988188517668,2.0,-0.996888276668829,36.10824086656199,29.857250929179948,0.1736839608218268,0.1139977603583426,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999016976,0.0007205677227309,0.0004628745891428,0.9999999995833208,0.9999992379103044,1.0,-0.0971200779602139,29.193749180337537,23.745253356223884,0.1967080083667595,0.0785040733254327,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992001162,0.0007012520431764,0.0004417970523622,0.9999999997489496,0.999999095578782,3.0,-0.3909195311066453,26.21357236763374,20.80861872504739,0.2165070449281137,0.0861641888039832,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992227628,0.0006696211174869,0.000423753434333,0.9999999997663128,0.999999429231726,1.0,-0.2369670862895896,27.36835848846653,22.44445252418518,0.0435152728716576,-0.0072316834473256,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999990584976,0.0007139499346954,0.0004353860538437,0.999999999714037,0.9999987912771304,0.0,-0.0930810444875309,28.254306262558984,22.991784335264228,0.0536716120883661,-0.017909741216074,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992282494,0.0006645327570117,0.0004282134951968,0.9999999997749448,0.9999990217106854,2.0,-0.1676697132967621,27.816088576850856,22.45483904382457,0.0122919529705021,-0.0477937210055022,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991655956,0.0006766504983981,0.0004277106643165,0.9999999997488732,0.999999075255264,4.0,-0.0067909338087386,27.303535428448683,22.37825275201908,0.2741168249922943,0.107567252314646,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989759368,0.0007625110279051,0.000492203809919,0.9999999996850149,0.9999992708019247,4.0,-0.0619422306943124,26.25420027594564,20.88584107747892,0.2008553657833047,0.1369083251121604,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991412152,0.0006761385251177,0.0004309529438614,0.9999999997270848,0.999999105916286,3.0,-0.1045531596747577,28.86985204860131,23.59913676071168,0.1739054594309904,0.0989441912521442,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999247733,0.0006635553638139,0.0004283763183153,0.9999999997754694,0.9999990119342116,2.0,-0.0874770866726948,24.76645856255677,19.69055513116378,0.3391297751375101,0.1161277758527824,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992367752,0.0006852101760719,0.0004292103056602,0.9999999997653926,0.9999987390907707,0.0,-0.1270941372162972,24.14922296622525,19.30017644217845,0.2058865247583007,0.0643513789581205,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989017688,0.0007422783374416,0.0004629788645709,0.9999999996404392,0.9999992411304272,1.0,-0.1753009122205511,30.704432358454568,25.1923408115932,0.0734432194306139,-0.0114970233698897,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978270828,0.0011883562017678,0.0007350001739838,0.9999999990349276,0.999999095578782,3.0,-0.2513966098233022,20.73747915125037,16.536381446389587,0.1414233777628993,0.0554817275747508,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999986767484,0.0008252858886708,0.0005313898259941,0.9999999994596028,0.9999991344735298,2.0,0.1745674396367168,25.862881732406017,20.79174665945548,0.4684952520662573,0.4022357723577235,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998034502,0.0010112442628014,0.0005938053131103,0.9999999991410212,0.999999092826702,0.0,0.0650716701014847,28.51722405262109,24.051970537212537,0.3556792979517167,0.296411804158283,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999986142608,0.0009053502825485,0.0005370906483041,0.9999999993876616,0.99999884596454,1.0,-0.0910242032906376,25.746594859241945,20.76876115116072,0.175723818640145,0.020754290876242,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999986764222,0.0009151133858646,0.0005804517017148,0.9999999994406704,0.99999979847768,4.0,-0.1535701199451697,24.158809435279487,19.50918190349232,0.2230818834772268,0.122674853707505,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991887332,0.0006896981736554,0.0004388281340087,0.9999999997623376,0.9999993970526124,1.0,-0.2161072935404304,27.225521745081043,22.267217216940487,0.0974403021835751,0.069474640779805,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999990648124,0.0007688938928734,0.0004562797333671,0.9999999996924752,0.999999075255264,2.0,-0.356195569182328,25.170095547581514,19.84026309879347,0.1325225192281021,0.1116867376567038,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992628488,0.0006504975493556,0.0004217469910561,0.9999999997616862,0.99999911531109,3.0,0.0326789798202579,25.32816191906568,20.419268028535043,0.3101112326242874,0.0405631615133072,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991572532,0.0006896458611373,0.0004421700648405,0.9999999997480064,0.9999990648648692,4.0,-0.1522730480973571,28.149462254644867,22.397717879468747,0.093674730672987,0.1020402772069183,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991570824,0.0006842372674204,0.0004502996182909,0.9999999997743432,0.9999990953562374,0.0,-0.1096331864389812,27.56260665645338,22.56606847706408,0.1746419379207314,0.133093766112529,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992417364,0.0007169108602209,0.0004479462538307,0.9999999997701584,0.9999987908654722,3.0,-0.2002671104526274,22.22167692822687,17.80530075315996,0.3124801218936527,0.2552853848605202,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991837796,0.00070413115841,0.0004508714495964,0.999999999748646,0.9999987103255848,4.0,-0.3648571213024822,27.04531943107464,21.461747713193787,0.1874315270297883,0.0645569721072555,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991607688,0.0007150565999304,0.0004573958761548,0.9999999997371622,0.9999988073564636,0.0,0.0734828043831994,22.601340407000464,18.20372694651286,0.3559118500195352,0.2096385542168674,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993773342,0.0006479120516904,0.0004000699423193,0.9999999997993942,0.9999987908654722,1.0,-0.451889294295436,23.7248769631557,19.25908179439197,0.2355325207449289,0.1982336552266622,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990930803,0.000703500411216,0.000439778073874,0.9999999997192276,0.9999993093013962,2.0,-0.2887383872843823,30.56361569984612,26.018658566819028,0.0369328220090844,0.0084112367072359,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999988145402,0.000885235782353,0.0004891944024348,0.9999999995021578,0.9999992930501528,1.0,-0.1870874025091808,22.06371368843932,18.130854331122503,0.2076333277670149,0.0824366110080395,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999981771632,0.0010462811107916,0.0005952801943744,0.9999999991973528,0.9999987912771304,2.0,-0.1939889809354869,26.217935503377173,21.842624741387123,0.1171605595678245,0.0485354548154742,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999986407272,0.0009212655883696,0.0005319016703058,0.9999999994121184,0.9999995271592256,3.0,-0.2276678615081091,24.99277592989749,20.6400050113978,0.3280745951765106,0.269956928144809,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999976889732,0.0011514707130877,0.0006682932064327,0.9999999989174364,0.9999990543182272,4.0,0.1019433175229855,24.3402970827867,20.01581443958068,0.3815704854838441,0.2789337714264769,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999984104816,0.0010086957618838,0.0005612579720916,0.9999999992947232,0.9999993804441534,0.0,0.0970832484323143,21.18220052264168,17.39103381906237,0.3549441125706251,0.197227252536987,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991212232,0.0007122363624219,0.0004487235940615,0.999999999721812,0.999999162193127,1.0,-0.02075280125332,25.95748193129417,20.451294704339443,0.2230734578436565,0.2467532467532467,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999990692034,0.0007768710314608,0.0004832622874867,0.9999999997063722,0.9999991344735298,0.0,-0.4116631578666128,22.755306107234382,17.53059435667815,0.1971968640690199,0.1894308943089431,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992970832,0.0006296968738367,0.0003923620217486,0.9999999997836436,0.9999992843925416,4.0,0.1751228860933669,24.72070519699919,18.649332176087395,0.4372335761711179,0.4297046575849175,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993366214,0.0006494354250076,0.000420383363962,0.9999999998009672,0.9999992847330926,2.0,-0.2615438131341858,24.90224238606244,20.85463090705872,0.2064906533535643,0.1913008518005947,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992552008,0.0006641577369045,0.0004077092299222,0.999999999771496,0.999999197341488,3.0,-0.230167527060237,27.294315842662165,22.556466610367234,0.1381456997739814,-0.000799709735007,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991391806,0.0007033950649737,0.0004396584280604,0.9999999997370236,0.9999990159376282,3.0,-0.1465736512799431,27.35757434929128,22.119260271245786,0.2891804373506922,0.2058449013672894,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999295484,0.0006707325805827,0.0004292760373932,0.9999999998043408,0.9999993835036044,0.0,-0.0332017305010905,21.8235047446386,16.95938966071468,0.4312444931639676,0.2952280711377475,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992000184,0.0007091213976066,0.000441218948364,0.999999999734408,0.9999992787279935,2.0,-0.4454212076436246,26.409300020538367,20.712801144446857,0.152329448467979,0.1470189701897019,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991843844,0.0006827540212206,0.0004279636111654,0.9999999997638578,0.9999990737319552,4.0,-0.4070941390973654,30.14534972581669,24.437649866493008,0.0282445724096548,0.0447492771969276,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992177654,0.0007200586398365,0.0004410361515658,0.999999999754001,0.9999993327572806,1.0,-0.6335952378866212,24.77052044800506,19.35389765840896,0.0032625219586457,0.0014810533540439,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998426342,0.0009777029551765,0.0005368773378844,0.9999999993094636,0.999999075255264,3.0,0.0272458507356583,23.16141230946845,18.43951683044434,0.3947293584514993,0.3706640057266994,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999983904442,0.0009757107926892,0.0005840779081613,0.9999999992892918,0.9999989875873144,2.0,-0.0662509272814515,25.33749390632993,20.62426018403706,0.3054884554968758,0.2175127205590827,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988438386,0.0008217029795534,0.0005071392393949,0.9999999994855072,0.999999092826702,1.0,-0.4138690023922493,27.988439259650523,22.91321302924358,0.1359678222327099,0.0321931589537223,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982058148,0.0010298573841028,0.000581508243785,0.99999999917768,0.9999986582759218,0.0,-0.0578945469378784,25.32218671440537,21.044446583702456,0.2523905737081798,0.1040194391009415,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982679916,0.0010085215055033,0.0005750721324574,0.999999999228676,0.9999991344735298,4.0,-0.1322817900136916,26.23359769028587,21.106668470877192,0.1916778903038926,0.1590126356541715,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999044798,0.0007237819304278,0.0004705331868645,0.9999999997243882,0.9999993093013962,4.0,-0.2336601381027265,29.77372859602636,25.46765802678373,0.0020447453949786,-0.0078112414862189,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991212868,0.0007562092744307,0.00048911851781,0.999999999723998,0.999998665514116,2.0,-0.2618252816823716,23.223493229741017,19.326175645868823,0.1734623255523901,0.1419716071235054,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992248604,0.0006936677460982,0.0004576616427478,0.9999999997687976,0.9999992545979568,1.0,-0.2833835245123803,25.48768878246536,19.9253102179936,0.2439974684908961,0.2299000698717596,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991735196,0.0007209464707572,0.0004499047460521,0.999999999752212,0.999999171169633,0.0,-0.5387745890119293,26.632506251619724,21.16592935933696,0.1689861830454236,0.0905816628405566,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999990586016,0.0007498839569788,0.0004872260850291,0.9999999997095542,0.9999990955785094,3.0,0.1024815249343236,22.98180347982596,18.375073977302105,0.3649021373516043,0.1983584131326949,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989368136,0.0007658633107996,0.0004795772928588,0.9999999996699088,0.9999989522399538,3.0,-0.1215255326993671,29.32184630661267,22.6956995677948,0.1059288144909905,0.0709048813428516,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991141966,0.0007368395849169,0.0004831100273809,0.9999999997261928,0.9999991887415718,1.0,0.113061471635017,21.43741154535366,17.568052947998044,0.4495885949975621,0.2955782046888749,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992169104,0.0007025242931605,0.0004441882889583,0.9999999997647276,0.999999051412944,4.0,-0.0733462599835914,23.446495649296423,18.7500062946138,0.2731999367982362,0.2777220550549837,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990084816,0.0007421848908776,0.0004834001913835,0.9999999996903498,0.9999988188517668,0.0,-0.1351633812184123,28.09994243301989,22.74668826293945,0.0294285099682555,-0.0050951847704367,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990272892,0.000764805657559,0.0004862038169319,0.9999999996970124,0.999998901554977,2.0,-0.1624843368070332,25.994640888611936,19.92360449398266,0.2856592658329474,0.2837028618139322,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999984008888,0.00098471296041,0.0006268205607246,0.9999999992965456,0.9999995376277392,0.0,-0.2052628061101127,25.63546804088107,20.654469709725216,0.2282499415255559,0.1940948649098681,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998127342,0.0011034946974224,0.0006969001620423,0.99999999915092,0.9999989144273868,4.0,-0.0669435508626288,21.874499822572268,17.57864371724648,0.331764118127504,0.3100300233851916,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980667053,0.0010294218217644,0.0006098886636587,0.9999999991391242,0.999999407329497,3.0,0.1492457139959986,26.840812315399173,21.6639411093972,0.4063903940251478,0.4315715292459477,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999972041174,0.0013516705235987,0.000815039608729,0.9999999987585612,0.9999987628374394,1.0,-0.0912395612515226,19.819330218916424,15.376226674089528,0.2312159783465312,0.2169820655534941,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999988333894,0.0008407530700493,0.0005263381958004,0.9999999995241846,0.9999994229824364,2.0,-0.1805967699805661,25.68231050825056,21.167079042976283,0.2236053835100345,0.156687387455642,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999109511,0.0007120478310503,0.0004575739479737,0.9999999997400126,0.9999989410935644,3.0,0.1420256831563159,23.641716671622607,19.60510952518411,0.4371256997950378,0.3488522769344687,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991141209,0.0007560534023991,0.0004861092476095,0.9999999997318488,0.9999991563228332,4.0,-0.6403808894507503,26.337698527413497,20.61272918018542,0.2142878294698024,0.1477818721379154,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992975076,0.0006627853776033,0.0004349761349814,0.9999999997981792,0.9999991800183596,0.0,-0.2647430797674808,24.36126735435481,19.71787861071135,0.2067820136094211,0.0565557970770151,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999003068,0.0007672797865735,0.0005091332226263,0.999999999691474,0.9999985893429088,1.0,-0.0648725796298068,25.366215969790577,20.318011942776767,0.2239603179137375,0.1095552600139756,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991577516,0.0007091347010904,0.0004516154482846,0.9999999997542696,0.9999990436123908,2.0,-0.070131097373971,25.11492350951044,19.62090205722385,0.3162300437381001,0.2207195156602455,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991239564,0.0007126763689723,0.0004747223295891,0.9999999997250376,0.9999992143832068,1.0,-0.0315043477166683,26.39927109595428,21.87843617957935,0.457338962528259,0.3452813067150636,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999988894313,0.0007508110288058,0.0004811818054997,0.9999999996465788,0.9999988967045116,2.0,-0.0166496296987126,28.75990780117441,22.850655668022927,0.2935168436882299,0.2169220292815799,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990262258,0.0007600341401921,0.0005133674116912,0.9999999996671995,0.999999116312613,4.0,-0.1831071402949606,26.12782639952683,20.32074309069701,0.1895002922953638,0.1854922247758551,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999998816493,0.0008187078928003,0.0005418033892163,0.999999999587371,0.9999991563228332,0.0,0.0777682881308949,24.46888529707234,19.3877325736598,0.3979638773276953,0.314859724455051,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993178316,0.0006620786434346,0.0004395613011954,0.9999999997960864,0.9999991209869208,3.0,-0.0377717119521643,22.75964969293437,17.21219968812079,0.3165065557877271,0.2036037622397176,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999976561252,0.0011758188743911,0.0007129145752297,0.9999999989412331,0.9999990217110046,2.0,-0.6121587576173955,30.63782106479344,24.8502413791159,-0.0495119198979184,-0.0823408378966621,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998394042,0.0010112518041146,0.0006478645237345,0.9999999992637848,0.9999991659465308,1.0,-0.2248091660486015,23.744292699112272,18.665558200998504,0.2422511225599672,0.2294476754686991,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999965907116,0.0014221158879934,0.0008274128562527,0.9999999984803808,0.9999989632304492,4.0,0.3022760113712797,20.53977727462769,15.793757813144738,0.5981160096726812,0.4840710932260227,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999979330922,0.0011798823956235,0.000725411376953,0.9999999990434504,0.9999990399841788,0.0,-0.0402145816500552,20.230192540886424,16.5310691725533,0.3355914835840966,0.3319998992367181,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998519863,0.0009129633255134,0.0005699277834127,0.999999999375232,0.9999991659465308,3.0,-0.226004603897121,26.9542638174404,21.472886785141966,0.0713135787807833,0.0451614534607341,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991999312,0.0007142924517323,0.0004608334955177,0.9999999997588308,0.9999990327443444,4.0,-0.1768006081201161,23.12063157493173,19.10435242328015,0.3296697096122329,0.2459238968163178,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991247236,0.0006956201565443,0.0004382658536547,0.999999999732559,0.999999075255264,3.0,-0.0808691357027149,26.54802801578318,20.94200509082312,0.3065444691145793,0.316268134431727,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991957476,0.0007018289840502,0.000456915652658,0.9999999997491016,0.9999987184806892,0.0,-0.5823331073701674,29.33796877818176,22.11433192458807,0.2499467594666766,0.2791574780887758,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991180464,0.0007426259138123,0.00046609775254,0.9999999997176714,0.999998870781876,1.0,-0.0422597240952917,22.507490622621443,18.58401951705353,0.3433177419762219,0.1811343719571567,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999990111051,0.000752701620385,0.0004658449485324,0.9999999996768666,0.9999991116603024,2.0,-0.17384057905179,28.100786469810995,23.018705965125047,0.2028635892504493,0.243772778351221,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999019274,0.0007471567669777,0.0005073506189886,0.9999999997139126,0.999999095578782,2.0,-0.0339125364194781,23.711419968080897,18.68249872544233,0.38338715120023,0.3222607106776329,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992051576,0.0006901590316822,0.000447722250955,0.9999999997547436,0.99999883363418,1.0,-0.0322763768027858,24.4848441512386,19.72019781623088,0.3083824253453073,0.1599946344341474,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991379472,0.0007450910053127,0.0004957928638979,0.99999999974863,0.999999116312613,3.0,0.0912030617672992,20.55460593916378,16.505792145391908,0.4354157380926783,0.2591473690407226,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992912842,0.0006916343020017,0.0004742160670432,0.9999999997804556,0.9999992463157086,4.0,-0.3716859611687781,21.66348979170544,17.714512960994945,0.2550390669961752,0.2029704905217901,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992532548,0.0006752563822552,0.0004381727197356,0.9999999997822698,0.9999989211310584,0.0,0.0905510102275659,21.871404407127056,17.845938278724407,0.3568838484250983,0.2703786394608097,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999975803036,0.0011758766028971,0.0007386485013092,0.9999999989310092,0.999999358792478,1.0,0.0463909939843926,25.09614501401059,19.50908192389353,0.3954744282255127,0.3936488496194558,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982348512,0.0010562403899187,0.0006183464472529,0.9999999992212736,0.999998999135754,4.0,0.0356956608809309,21.78100897448754,16.82112125153237,0.4156221442155131,0.2830545822345844,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999983643184,0.0010027784391687,0.0006296735910268,0.9999999992716688,0.9999991465505064,0.0,0.1523803364981771,21.464597427535367,17.03890282034874,0.4218354362129912,0.32274254864045,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999985102918,0.0009304054009029,0.0005386687075994,0.9999999993681586,0.9999990846292311,3.0,-0.1614568159688079,26.6685258681924,21.485704495299096,0.0517099860218168,0.0660047158342333,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999971655626,0.0013382433056168,0.0007397964819153,0.9999999986898092,0.9999989090089288,2.0,-0.1318925647613782,22.1066763049681,16.673049734288995,0.189436788652495,0.2451833327462929,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9188219851270126,6.584561019995454,2.3789427093778337,0.9585520256850064,0.9426738369937274,3.0,-0.1714932455879179,30.3477585707228,24.420067605470354,0.2934950019939338,0.2116228520068151,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9371071020522592,5.691638520212773,2.0914245174467108,0.968042924236998,0.9583371619968104,0.0,-0.2904481382175858,31.9551913500886,25.420651368900224,0.1361225871263078,0.1233299861386671,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8926974078372525,7.620810720175147,3.196490386778096,0.9448266554430323,0.924826457068622,4.0,-0.0585287814658996,29.60848719794837,22.644071084776925,0.1625084328782539,0.1952718869105263,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9342070436062097,6.539754333946412,2.3822400052052624,0.966543865730758,0.9502516572110562,1.0,-0.9793480769169928,29.01882661169728,22.99869830330649,-0.0011687238069426,-0.0279469966669461,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9654641653887388,4.548033547359352,1.5576456953857656,0.9825803612100906,0.9735610053067232,2.0,-0.3138296465914936,27.7685204120648,21.18245192364009,0.2125019985763541,0.1466883946502027,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9548972932418897,5.317462832307742,1.811818326707052,0.9771884641655102,0.967230136048858,2.0,-0.653024351091108,29.083356911258846,22.47744909660104,0.0500992910617686,0.0333876864118834,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9437262957734044,5.982163285041334,1.8817250277932769,0.971455761399186,0.959194308191409,4.0,-0.3564354207318776,26.373959198454827,21.182060790722183,0.1665131818153801,0.1175631146105969,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.955727715889798,5.172728975370433,1.808024621396452,0.9776132756238796,0.9675976009913292,3.0,-0.8144283523682576,32.05790092266551,25.534183314608544,-0.0533585942337604,-0.0656048128779657,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9332832786877012,6.185319398742131,1.9243201352314776,0.966065877353354,0.9504109040738554,1.0,-0.3426989217781029,28.87740868131601,22.84490770785608,0.1931616664291867,0.1319379473089275,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9223826501930908,6.903347968115208,2.552217988670903,0.9604075442622884,0.9428024802342012,0.0,-0.888659674467853,30.23218146859745,24.115674110526463,-0.032397320467985,-0.0289648291704911,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.949210781796232,5.494212960251581,2.0206238523519264,0.9742744908031572,0.9656983249848422,4.0,-0.320678772459551,28.01825284377894,20.71449394854871,0.196288672538156,0.1246481256841541,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9451945329326648,5.444335299653676,1.716076656848302,0.972211157146068,0.965043067970444,3.0,-0.538488456327892,32.78750154578467,25.57674373716468,-0.0185957492526789,0.0348552583368029,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.917688576596862,6.958966832758526,2.568463417352415,0.9579606352238096,0.937294237541076,0.0,-0.1938891621243934,26.564263140562467,20.94935951044064,0.3494975454542788,0.2718830265127929,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9369934656514908,5.926963345145117,2.206456351560705,0.9679842284695686,0.95969696417087,1.0,-0.4077359115380501,31.20170176863976,25.45742536960262,0.0758737036715321,0.0439961094320407,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9764036241735432,3.7511711301893342,1.2579877579481082,0.988131380388109,0.9802823905999448,2.0,-0.2784795658980517,27.311154532154745,20.673647678375247,0.1686382398377267,0.1014566124477267,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9168049884925584,7.115830318705767,2.790706786049737,0.957499341658997,0.9402922130257214,0.0,-0.5882078295811621,27.663014238593256,22.113606706507067,0.0507734895109432,0.0314074667888227,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9576316703819612,4.794529701778277,1.6534741044504762,0.9785865680528958,0.9686783828245298,1.0,-0.3283901461095269,29.896391286089308,24.14128260150398,0.1474106025222534,0.0937536985186761,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9249267390738688,6.675534664242106,2.4145395124457183,0.961731116225996,0.9474691153522546,4.0,-0.2748713657837551,27.42431744750041,21.336643082403366,0.2878334194895168,0.152393351245257,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9832300359353032,3.157704003062702,1.0291899718070514,0.9915795665596808,0.986220336711942,3.0,-0.6322338525964812,31.149856642183725,24.16840851869669,0.0421426226834959,0.0091086389484031,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.917189211004912,6.620863175992747,2.5206369949196867,0.9576999591257108,0.9426568829353336,2.0,-0.2228311685668851,30.837911486050395,23.932841259044604,0.167776075794529,0.1641774999827641,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.931199089073394,6.380201877288578,2.306783232688904,0.9649865750773406,0.9545510176409148,3.0,-0.4349430953411517,29.47249052990892,22.05675589497884,0.2194479290135636,0.1742174801151752,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9044735842147922,7.701921675712626,3.144149992816589,0.9510381616388144,0.9348424940510008,2.0,-0.9303807906017878,28.102833865194267,22.31550587109157,-0.0122849105990231,-0.0171309678712861,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9314866481279546,6.267346641780772,2.182685201291685,0.9651355599647724,0.95211829150971,1.0,-0.1710876507380232,27.91433967095664,23.04193819001664,0.2762554973823569,0.1702526122150226,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9617749779730604,4.825525558854016,1.6547077661730865,0.9807012689341666,0.9744627480890472,0.0,-0.6313818010532584,29.907079439992565,23.086703730433825,0.0623333209926712,-0.0123424397370191,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.936694801067756,5.961947824673914,2.152220454824314,0.967829944766722,0.9583110662984602,4.0,-0.1761991355933836,28.039044607141587,21.29227559992697,0.2086507128562845,0.2456409589692557,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9373634820823982,6.34377547947644,2.457951780697879,0.9681753369760168,0.955414991747468,0.0,-0.5667894802093416,24.559030388362565,18.012708983421323,0.2437896601246509,0.2185312118994328,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9172409422269592,7.078178427079014,2.749513871160047,0.957726966871496,0.9423789283719816,4.0,-0.7900123321637909,31.412122092972545,24.39480161146684,0.0892803337393237,-0.0026511632774695,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.910477804296536,6.804951733457036,2.6427361825141764,0.9541896068046162,0.9353505528090232,2.0,-0.202710104582894,31.60178366896088,25.26710054507201,0.1854846323467217,0.091831992233566,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9386418905420536,5.970891933940309,1.909868270476088,0.9688353276063516,0.9567090687342196,3.0,-0.248665499840756,27.443140472793367,22.871836722447323,0.1852721066097064,0.1059487076063492,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.931529115819662,6.188696512395803,2.469792524973552,0.9651575605866723,0.9554549794425878,1.0,-0.3955110651334577,31.457444985255545,24.564693506817484,-0.0546221749125764,-0.0241431037941709,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9404665320959212,5.877690706532477,1.9806633832042373,0.9697765376305296,0.9562543027739372,1.0,-0.1994835146208675,26.043301329421183,20.49792372692956,0.3747512212628415,0.2910396774709109,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9196493749254222,6.593167302937759,2.26935815688701,0.958983511805373,0.9427510239867924,2.0,-0.2449711209412266,30.29048266507447,23.404531084792783,0.1720226805673873,0.0932181377684792,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9372663036737688,6.339636007467898,2.410243675159958,0.9681251490535392,0.957261848807295,3.0,-0.7388062371494806,26.56725048897536,20.095116397312708,0.1135560302828074,0.1838618229540863,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9213574019943978,6.543766285378892,2.436444274631899,0.9598736392128062,0.9469454341024368,0.0,-0.1424191733280493,29.13227986933945,23.989877987341444,0.2548353403238801,0.1681020059592129,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9399800602281604,6.102870926528139,1.920220222895436,0.9695256887303244,0.9569496503393112,4.0,-0.4894120932543835,27.22039842278482,22.3220969803754,0.2424874841632221,0.1823960523208945,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9292255754128544,6.593544669013976,2.4199576093538986,0.9639634723459451,0.9515105567321064,4.0,-0.6599522373395901,29.827984489465145,23.86820080899644,-0.0023616073753133,-0.1648995065745284,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9434735008133608,5.910772411516329,2.0164940933987663,0.9713256412802108,0.9580334471710996,0.0,-0.8129576370794391,30.514048729730533,24.262812428193936,-0.0366628733905986,0.0088482603984912,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9353211196472,6.072672068226897,2.0318832311630253,0.9671200134859554,0.9514297740724288,1.0,-0.2202800893177525,27.097413249054007,21.594220521847404,0.2103876742396909,0.1551468618490819,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9210428369994932,7.073064598704171,2.602052446649149,0.959709767378081,0.944760023140763,2.0,-0.8141621858843857,27.543686602405128,21.64638065736685,0.1158299526491119,0.1739017650361442,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9054222961540545,6.9003418694977805,2.504420790839288,0.9515368081408676,0.9348871957059376,3.0,-0.1370285937966544,29.8428337224068,24.13421740676418,0.2806612895607789,0.228633449964041,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9674609884504546,4.477821261023828,1.5166548216253295,0.9835959482288974,0.975062237214536,3.0,-0.5158379135000632,28.456431444010413,22.05441640514798,0.109032685310752,-0.0171878022650905,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9665150953982988,4.536912657961017,1.4064997103244443,0.9831149968481968,0.9791546190277954,1.0,-0.2368640900492187,26.23253278405366,21.05716649127608,0.2933325631333692,0.1945921694188202,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9283542466019232,6.851481954694486,2.5234477555087067,0.9635114152983232,0.950773869229213,4.0,-0.5672300199159654,25.23540485384048,19.458511383670498,0.2869274129781768,0.1925348108186921,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9343280796518552,6.417989308231356,2.3009102757771807,0.9666064766453448,0.9535391716376584,0.0,-0.2905286252993577,25.321322915451425,19.619340782165526,0.2618825346627871,0.1373005503100208,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.928889743617319,6.889187924711983,2.4875229526594573,0.9637892633196512,0.9481565325825966,2.0,-0.803991685665955,27.32685732901494,21.134660753684464,0.2024686881683224,0.1851790373966393,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6240402164234555,15.09652314286608,11.013013373690416,0.7899621616043453,0.7362512063470943,4.0,-0.1763208874434245,25.774323250188168,20.28268132937852,0.2395030361239287,0.117618103987371,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5750245099483822,15.804857069708806,11.777088462207336,0.7583037058518018,0.6873818738204915,1.0,-0.3094102752286793,28.56755768170732,22.443167771004344,0.1906357843857777,0.1303314223413238,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5887577287061382,15.591057594210008,11.41338720774742,0.767305499182332,0.6910067248264911,0.0,-0.1838490812897903,26.82692294314044,21.436829311973167,0.2475571590240173,0.2430781681302895,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6127418292223812,15.568821340644853,11.366935989826793,0.7827782761735133,0.7373294156413586,2.0,-0.4305117471103781,27.627916699752387,21.03368859771989,0.0986890974705256,0.0328350500093214,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5715053102616628,16.07811155510047,11.752706016702284,0.7559797025043639,0.6755057434445577,3.0,-0.0895380928191169,24.17465417178297,19.51846563260849,0.4472877146662688,0.2547098156901959,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6088947423941583,16.178765968457547,11.873088167323624,0.7803170783683095,0.7029948801212558,1.0,-0.8548409417308778,25.176169265415645,20.05490144145732,0.1020589375484782,0.1486958243188609,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.61129635731394,15.214664384627598,11.059681819141776,0.7818544351193798,0.7091077229002184,0.0,-0.0240589562336905,24.68837919212524,20.50123222184181,0.3539308854424123,0.211799254884867,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.562628673094682,16.73000604807234,12.44723032898176,0.7500857773351742,0.6808360619411646,4.0,-0.2358461626026331,23.735840829811124,18.120357106526697,0.3468583721959977,0.2545277274473018,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5952535093018456,15.196148238752604,10.969420889086194,0.7715267394722823,0.7063771573089315,3.0,-0.1921973270989123,28.2970522767834,22.59384267919204,0.2533127545303575,0.1595291820705022,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5541807677968293,15.374276090722724,11.40822790901616,0.7444331858536224,0.6893259187439637,2.0,-0.0943652954561324,29.054989269692697,23.725476961240663,0.1872002660025367,0.1487062912666397,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5816585542709154,15.820620313116006,11.610865916828864,0.7626654276855758,0.6798659159459758,4.0,-0.283918588658121,26.960584376520305,21.50123256572242,0.2588183300630193,0.2601149167387036,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5969511264511164,15.761966578550238,11.425806730422972,0.7726261234801362,0.7219264936118699,3.0,-0.0534461782707209,23.53790406968364,18.35388287238355,0.3959337502370185,0.2528332216383275,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5919128948750199,15.185783340616313,11.159001623789468,0.7693587557633603,0.6993625521229224,2.0,0.0286601366299075,26.18672358934156,21.29116997062385,0.3533188456663944,0.1703851484112404,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5044841368151947,15.7948144066702,11.72797595346891,0.7102704674954531,0.662368097102587,1.0,-0.0932722642715526,30.08247009710952,23.782147275209425,0.2140933351122889,0.1997937846956321,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5906935360340138,16.36764949545558,12.14781183200724,0.7685658958786215,0.6943889481948913,0.0,-0.8969779989169036,26.31770683429165,20.603089071455457,0.0528747676328989,0.0418228058450353,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5810254525409029,16.7770838819106,12.293504739674656,0.762250256074237,0.6972382555598514,4.0,-0.4733440822335086,22.098754620802445,17.26346603808196,0.2162039335590911,0.2604418994506026,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6405472387293643,14.738751499697775,10.659689563781376,0.8003419514063436,0.7275660005253217,3.0,-0.1285669298253089,25.429759795524923,20.208115892132504,0.2568073756425716,0.2168815146067587,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6106576128033194,15.357599273972715,11.12018322895555,0.7814458478728792,0.7100905867348096,2.0,-0.2888022129972185,26.83380241700411,21.324939729599723,0.219869243981607,0.1785023613051615,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.618346678025032,15.505307328808252,11.226378509354973,0.7863502263442265,0.7251764092675874,1.0,-0.2648113790079092,25.278458042383868,19.65397090838505,0.2005597374957987,0.1351386735123331,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.586266452716721,15.65700215383312,11.343081585609749,0.7656803857402106,0.6898458099831288,0.0,-0.3216081687957794,26.838828850380214,21.82419741749764,0.3216039073091832,0.1450794768660774,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5797892359362311,15.486312996189294,11.448912125851246,0.7614389248534392,0.7034181599773012,0.0,-0.0015292080702398,25.65285479379348,20.65168051229941,0.3618006096099043,0.1660740389116999,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5892133462792664,15.011824020217466,10.950410624273417,0.7676023363645333,0.710754557603606,1.0,-0.162853298841247,28.20950583187591,21.566471795190743,0.356205153704295,0.2391729476540682,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.562816280696117,15.601653524653418,11.519227637816012,0.7502108243804064,0.6916198286879609,2.0,-0.3541597018973508,30.791250363644288,23.4233242493533,0.2252793073343796,0.2088872458240089,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5950000526524781,16.03898844930301,12.048573382659798,0.7713624654518787,0.7014766747442085,3.0,-0.4861903179004649,25.767767460739712,19.96628762705942,0.1738334248447056,0.149761559323649,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6340953835209803,15.223204177264932,11.188345245315183,0.796301063567372,0.7280366440295928,4.0,-0.1991444410884337,24.690598521716748,19.3480111139792,0.2162445044982162,0.2496181871455816,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5631714732645919,15.286139576521206,11.123386291735102,0.7504475155297023,0.6774582189139099,1.0,-0.0664477842988164,25.942260133220305,20.940334417509,0.4369318136839236,0.2782468205652127,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.561926534470983,15.979947300839688,11.806899751373766,0.7496175924811294,0.6898441546104751,0.0,0.0736149931940404,24.12114740769152,19.12453491788922,0.4070044478756648,0.2886185095972165,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5705827028163843,15.93113220947885,11.816064876395624,0.7553692494642804,0.6947073245082391,3.0,-0.1593271207758493,26.53882446742071,20.31037276378431,0.3233663451747617,0.306125381706151,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5375468227369422,16.253871419072087,12.111885248422622,0.73317584727221,0.653986373572572,4.0,-0.2876336326022168,29.31195588424708,22.69995280947004,0.2264307027499413,0.2428355274531499,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5027227303150101,16.582923985643706,12.540710600765086,0.7090294288880783,0.6332560325754283,2.0,-0.3900249238146254,33.15093892987601,27.115698348756823,-0.0175649298061852,-0.0148637306861132,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6208998147350893,16.106426141494772,11.881487925786937,0.7879719633710898,0.7340366194915195,0.0,-0.8417835047081419,24.71541764646712,19.451687400571764,0.0533475365180163,-0.0266010874819915,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5008394289653855,16.48763056970757,12.453239954763385,0.707700098347378,0.6290329564388236,1.0,-0.1547159969297153,29.35767430814008,23.5858723415028,0.1621593899123713,0.2600455358593335,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5938297550536615,15.405933330662704,11.311580341799504,0.7706035007477814,0.6946205366473649,2.0,-0.160262578650425,27.23029586808556,22.61977416818792,0.3204931806775942,0.1662786292838676,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5788852543058449,15.881580371661627,11.777098812290006,0.7608450924315762,0.6862260080955358,3.0,-0.3624541900725417,28.156296720530364,21.725231823784966,0.1830302218293032,0.1628523795371832,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5954647292069702,15.3793830200959,11.44127469112624,0.7716636117125966,0.7145607845730813,4.0,-0.1786590107076489,27.22386780473975,21.13888120217757,0.2705546821779315,0.1799803218319224,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6117369712907876,14.977258719333737,10.6735052361187,0.7821361593799139,0.711581892751905,4.0,-0.5206873213088823,30.35844282935795,25.29122352512404,0.0294451051306111,-0.0260086657191477,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5163806013997918,16.175502865457997,12.16126751004508,0.7185962716736707,0.6626607747049105,0.0,-0.096925342425735,28.59579218046748,22.50081393031069,0.1099912244930993,0.1457096531254166,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5904537487420933,15.780104484140017,11.815471874617067,0.7684098834920954,0.7053107017518853,1.0,-0.3399038100667635,27.42009138082767,20.34051896707636,0.2246179205091343,0.2496701268936542,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5968171354789439,15.58875679443203,11.394526257783593,0.7725394073292486,0.6854699878503924,2.0,-0.1987930402986881,25.558888677114805,21.18144141568078,0.2469876776767997,0.298921433631621,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6190885065151005,15.087310971924978,10.895426482851544,0.7868217757652451,0.7288728994077044,3.0,-0.2727715121411334,26.555089066498923,20.30048055392045,0.2367087139487727,0.1870962713743045,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6177682439947898,15.705177302646131,11.554946980419388,0.785982343487997,0.7202233302035004,1.0,-0.3813791868131619,25.569156939387533,20.101863861810592,0.1386619950701784,0.1525903238388329,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5694630232964678,16.1631316555669,11.893287118092342,0.7546277384001112,0.6893904966863308,3.0,-0.3788412992260626,27.50890985635163,22.044348753917063,0.2168985898586679,0.1606364622554046,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4814754873518619,16.818725035656943,12.866849918220982,0.6938843474631753,0.5934377438486563,2.0,-0.4342873220616827,32.365416137401816,25.94631625465725,-0.1229952242776787,-0.0393317118287399,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.520480685572802,15.92401055192588,11.942133191030775,0.7214434737773602,0.6413732080761253,4.0,-0.1981794361558666,30.31086089539172,23.87525724391745,0.1993107463427969,0.1955560955333024,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5836142950477107,16.166285716966453,12.022264635275445,0.7639465264670178,0.6835760749447195,0.0,-0.1827082575891196,22.64941508154315,17.844727779336875,0.136106304510183,0.2074756444403518,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994973868,0.0005528944618358,0.0003442928581906,0.99999999985294,0.999999092826702,3.0,-0.049699463543142,23.90623720180106,18.60630001121844,0.225983425771899,0.1946009389671361,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999461208,0.0005657322778021,0.0003484457919469,0.999999999841417,0.999999092826702,2.0,0.0834562331559251,23.48660080373781,18.22058614274146,0.4002595078126363,0.2956740442655935,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994823312,0.0005650048518569,0.0003698872683339,0.9999999998501024,0.999999092826702,1.0,0.0909310961960102,21.54833105716705,17.469708503938055,0.3862749392598181,0.3446541302445923,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999349344,0.0006236109674283,0.0003653833824291,0.9999999998000696,0.9999992224229378,0.0,0.0654898996545603,23.42197358722785,18.584461444263724,0.3672397277122266,0.3024840919295766,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994000156,0.0006075912050626,0.0003780879305119,0.99999999981084,0.9999994816153592,4.0,-0.217869677947734,24.60427510131805,19.61520319226761,0.224475355677686,0.2316566063044935,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995467148,0.0005252312845916,0.0003410642858136,0.9999999998609408,0.9999992224229378,2.0,-0.3301526239172017,26.762341286424487,21.291713522790182,0.1262188672190316,0.0957746478873239,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999395773,0.0005977363793628,0.0003821623952763,0.9999999998107972,0.999999092826702,3.0,0.2673755205234551,20.983271031393457,16.368504059482625,0.5233267265931215,0.4455399061032863,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993855988,0.0006081899800521,0.0003983418983325,0.9999999997842896,0.9999987040378938,4.0,-0.0042563571134592,23.711128366727813,18.60199134934116,0.3221580010989411,0.2969818913480885,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994351616,0.0005790716343842,0.0003543456228154,0.99999999982846,0.9999992224229378,1.0,0.1280083579022359,22.713343619354628,18.84215763468137,0.4464650463499182,0.4181086519114687,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995300034,0.0005342381415725,0.0003438359645376,0.9999999998613682,0.9999989632304492,0.0,-0.0363714805989847,23.77338072345431,19.70747120172205,0.313376874228885,0.1995305164319248,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999990524032,0.0007328853432591,0.0004546373936166,0.9999999995874148,0.999999092826702,3.0,0.0598999193027917,25.844592642352687,20.28920022668973,0.3425600812377333,0.2193829644533869,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998983076,0.0007880148924541,0.0004938485998854,0.99999999955046,0.999999092826702,4.0,-0.0774406688254956,23.956708197537623,18.8704723653659,0.2957878486933812,0.256505700871898,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999988243884,0.0008154535645197,0.0005223435853656,0.9999999994995408,0.9999993520191568,2.0,0.0635374599354351,25.8803762179326,20.47003572275941,0.3626342810285667,0.2733087970317128,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992332396,0.0006589294690451,0.0004381693120587,0.9999999996844632,0.9999989632304492,1.0,0.0849425833965741,25.494002292019832,20.95025933064205,0.3323176545965478,0.38526479934955,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99999999910946,0.0007282734142444,0.0004691334439995,0.999999999633986,0.9999989632304492,0.0,-0.1041686454860117,25.062511090612563,19.755800045711894,0.2275788299431925,0.1442320590207914,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999569544,0.0005107672976979,0.0003192241066379,0.9999999998693831,0.9999994816153592,1.0,-0.1715320930035702,25.46219105361724,20.308500235114305,0.2201532557433779,0.172468142186452,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995439596,0.0005235217327581,0.0003331452754507,0.9999999998606832,0.999999092826702,4.0,-0.3220686986803676,27.54444843998189,22.902008596608336,0.1630717268885017,0.0579654253170906,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994798578,0.0005574913758865,0.0003490083259448,0.999999999837632,0.9999992224229378,2.0,-0.4044712185157118,28.41594903565509,21.51149705913705,0.0095777171986198,0.0560362173038229,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994713414,0.0005769323135743,0.0003604568347593,0.9999999998385938,0.9999993520191568,0.0,-0.3312073376728539,24.612800976648813,19.956862476510057,0.2356415821109819,0.2386002565497713,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995335886,0.0005050611881463,0.0003358908201516,0.9999999998724438,0.99999883363418,3.0,0.0870320050271507,26.59023444999055,21.11168441772461,0.3586647228991698,0.3224876130865602,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993825656,0.0005939581599722,0.0003734984816168,0.9999999998188708,0.9999987040378938,4.0,0.3169974026953005,21.681713284571387,16.510806965357823,0.5700041831294954,0.5992957746478873,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993772228,0.0005897286072116,0.0003867403331555,0.9999999998053032,0.9999994816153592,3.0,0.0465595624257316,26.64440110397532,21.565829988936304,0.3405542786418283,0.2445694548162308,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994802228,0.0005594251327434,0.0003617969646788,0.9999999998282496,0.9999989632304492,2.0,-0.1010792905311035,25.031020802100898,18.903953788649865,0.2499082659611487,0.1931589537223339,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993772272,0.0006039486886244,0.0003789899056418,0.9999999998118124,0.9999987040378938,1.0,-0.1930309026398138,26.572070852367176,20.54526999406411,0.2269625990261951,0.2227699530516431,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994808344,0.0005666525874651,0.0003587998172691,0.999999999843542,0.9999993520189888,0.0,0.0610864371074141,21.62513257249644,16.8447949820505,0.3864070801657338,0.3056002682763246,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999991403864,0.0007459045844331,0.0004950749246694,0.9999999996338932,0.9999993520191568,3.0,-0.4596523928515688,23.80611494011488,19.909253154271088,0.0480161797964747,0.0690811535881958,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987180582,0.0008534653714023,0.0005687440236407,0.9999999994474684,0.999999092826702,4.0,0.0344879245539765,26.05824363820981,20.58588242168157,0.3905786648703981,0.3038900067069081,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999990989248,0.0007538184663461,0.0004805915899444,0.9999999996140388,0.9999989632304492,2.0,-0.3117286691953496,22.8410454172662,18.20297113015618,0.1736452608399195,0.1800134138162306,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987459072,0.0008480552933669,0.0005483685543662,0.999999999469864,0.99999883363418,1.0,0.2158646357128567,23.043586598633915,18.958795167090187,0.4917274147936673,0.4676095540871414,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987574344,0.0008639394620255,0.0005556752388936,0.9999999994807988,0.9999993520191568,0.0,-0.0296715391543165,24.126317010945392,19.095178179673745,0.4133248073260875,0.3432595573440643,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995043324,0.000527923648732,0.0003373554965906,0.9999999998459,0.999999092826702,1.0,0.2581910917381075,23.19705999624193,18.78999921449473,0.5160546489615357,0.3643558380060809,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995139072,0.0005343676307884,0.0003457277197586,0.9999999998396754,0.999999092826702,3.0,-0.3456590735877414,29.057656886399965,22.18775023232044,0.0592959315119786,0.0866532528504359,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995372718,0.0005111097283693,0.0003239801306472,0.9999999998781264,0.9999992224229378,2.0,0.1840224577024312,23.19587435924152,18.456882399438136,0.4914248837326146,0.4110397559222331,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995237656,0.000545611852478,0.0003471097444231,0.9999999998593764,0.9999989632304492,0.0,0.0239359615748944,21.57827357866333,17.770770590338905,0.3754799469612549,0.3543594902749832,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994449368,0.0005824789768624,0.0003657898484615,0.999999999832304,0.9999992224229378,4.0,-0.1139547184736913,24.272201815059628,19.07886220582774,0.1713169011667031,0.1083165660630449,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999454061,0.0005545030304259,0.0003489860066193,0.9999999998338788,0.999999092826702,0.0,0.0542991939977712,26.14212164771486,19.84248551811971,0.3336838879493471,0.3400263248470002,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999514232,0.0005444892456304,0.0003517369052822,0.9999999998499342,0.9999992224229378,3.0,-0.0992352273379624,24.098118021234185,17.732752256796385,0.2601190531262654,0.2686452045606975,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995252944,0.0005433153101844,0.0003493678109686,0.9999999998458342,0.9999992224229378,4.0,-0.0260119071738853,22.416309430908388,18.165676091153856,0.3271499301134071,0.2912810194500335,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994763046,0.0005646165444539,0.0003688192534863,0.9999999998369148,0.9999993520191568,2.0,0.1072667114107119,21.664556826374547,17.05689533717196,0.4195478993976933,0.3018804651385863,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995417362,0.0005212568771384,0.0003437178093091,0.9999999998661232,0.999999092826702,1.0,0.1473909254324481,22.734674280296847,17.304899361301473,0.4825711905180037,0.409758551307847,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998882009,0.0007930454656593,0.0005178128292685,0.9999999994919212,0.9999989632304492,3.0,-0.0731704571830407,27.645255530922004,21.173269675886125,0.2551611357042506,0.2960093896713615,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988024392,0.0008350806523499,0.0005413589477537,0.9999999994923664,0.9999989632301808,2.0,0.1786850451201908,22.753722083133336,17.871503726798043,0.4627085529803217,0.4285378940308517,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999990679508,0.0007487029539842,0.0004866797798557,0.999999999592223,0.9999993520191568,1.0,-0.0698281381243646,24.596259477606548,19.62442014774805,0.2550778051624031,0.2629778672032193,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999992963396,0.000653931383589,0.0004371573130287,0.9999999996983524,0.9999989632301808,4.0,-0.4611832574667083,27.526800832433302,22.534895485891425,0.0584175612538149,-0.0478537894030851,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999986242144,0.0008961967477323,0.0005858944006133,0.9999999993970372,0.9999987040378938,0.0,-0.0590780992798722,26.094442560278885,19.9732021390888,0.2328633898192683,0.148692152917505,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994383876,0.0005774300773551,0.0003590913404499,0.9999999998318476,0.999999092826702,2.0,0.0967440230374088,22.998555980431124,18.54932136965469,0.4874308978878885,0.3792085848423877,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994343372,0.0005760441527777,0.0003704300930624,0.9999999998275462,0.999999092826702,1.0,-0.1744719284672069,27.233903026531568,20.377454606714387,0.1757477784299823,0.1407288793550408,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994387824,0.000586323884605,0.0003754451484008,0.9999999998333212,0.9999992224229378,0.0,-0.0329385288903678,23.28114389406314,17.69700435692156,0.2938845476113055,0.1833684051741601,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994456088,0.0005742415237315,0.0003601013652064,0.999999999821462,0.9999996112115443,4.0,-0.1802824573279544,26.22546193056447,20.99458066322434,0.2739941875108384,0.2542924211938296,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994032078,0.0005786032595672,0.0003648317236647,0.9999999998315604,0.9999993520191568,3.0,0.1454327614491735,25.000587034400013,18.70997611193589,0.4193355546934492,0.3836686787391012,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994000288,0.0005901939214244,0.0004095897674561,0.9999999998062824,0.9999993520191568,1.0,-0.1942485819100607,27.842273642433167,21.543788593990698,0.2556533223527846,0.2173559469890854,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993250244,0.0006461781629969,0.0004125320702268,0.9999999997885484,0.999999092826702,4.0,-0.0820101772546479,23.248622536239065,18.787973900378592,0.2823692878419935,0.2600457750407873,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993324556,0.0006198016242442,0.0003976046578923,0.9999999997549416,0.9999992224229378,3.0,-0.3378570128857543,29.585100185331378,23.98145350442806,0.1297776608533313,0.0279342723004694,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999513414,0.0005538340317675,0.0003655545418723,0.9999999998481888,0.9999992224229378,0.0,-0.434472814268271,25.342821429314803,20.31861612884091,0.094359605420935,0.0606304493628437,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999485508,0.0005455003279697,0.0003628415224845,0.999999999840024,0.999999092826702,2.0,0.1307262886779956,23.58550322938414,18.433030978995312,0.4233814342734378,0.4231591478950512,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991493166,0.0007053726197728,0.0004547674279464,0.9999999996519772,0.9999989632304492,4.0,0.117807731304049,23.67430547071153,18.571086622426208,0.4295704659030492,0.3550637156270958,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999987163622,0.0008676458578032,0.0005526006932844,0.9999999994253316,0.9999994816153592,3.0,-0.0008847756160821,24.04737458909308,19.40643869749257,0.3725006842376151,0.2789761819026771,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992530504,0.0006740473658116,0.0004463112814382,0.9999999996715918,0.999999092826702,2.0,-0.0205715854697838,23.57331307396668,18.812135080686755,0.3272425110468571,0.3054996646545942,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998884933,0.0008230056232148,0.0005477575000962,0.9999999995314298,0.9999994816153592,1.0,-0.0270432451466182,23.35730166419568,18.65688188472264,0.3338185712723001,0.2645248914672901,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999987872062,0.0008364134954175,0.0005433062168587,0.9999999994486292,0.9999989632304492,0.0,0.0113459900403509,25.753307268329028,21.01523725805148,0.3001214679593329,0.2891012743125419,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994534507,0.0005656014552155,0.0003710294020803,0.9999999998277992,0.999999092826702,4.0,-0.1535470972853718,27.039513776576754,20.74630334128796,0.2413561622880977,0.2400737759892689,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994470864,0.0005651388739805,0.0003772992920456,0.9999999998475376,0.9999992224229378,3.0,-0.177467869920245,27.64101810266516,21.642053026011293,0.1916141032146284,0.235177733065057,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993968188,0.0006024368280659,0.0003740880196552,0.9999999998161492,0.9999994816153592,2.0,0.2293960962997151,20.97248221270716,15.805250122177767,0.5226865402305253,0.4435650869126951,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993969414,0.0005790993041498,0.000365158783762,0.9999999998194592,0.9999992224229378,1.0,0.0088880693208307,27.28202906420902,21.93690236910968,0.2682906816427302,0.2442655935613681,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995019144,0.0005469108540327,0.0003463540997421,0.9999999998591308,0.9999993520191568,0.0,-0.0924744455527359,24.30239819980508,18.005023880004877,0.2305560302602203,0.0734071093226022,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994613256,0.0005723447533608,0.0003623071302447,0.9999999998299244,0.9999992224229378,4.0,0.0990766007608104,21.965801818810675,17.297474833743678,0.4527640069614322,0.3895036887994634,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994488098,0.0005845976281139,0.0003782002633076,0.9999999998248524,0.9999989632304492,0.0,-0.2497178632054524,24.11969599197471,19.4570613055162,0.3633350627661706,0.2445003353454057,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999273421,0.0006680680999172,0.0004206486417535,0.999999999762344,0.999999092826702,1.0,0.1392555883499515,20.79420457832521,16.95718306151914,0.4131201303834561,0.3626425217974513,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994289144,0.0005860879897388,0.000387574480291,0.9999999998087568,0.9999993520191568,2.0,0.0592309092817101,23.08968566032917,17.745306738195282,0.3719354437817995,0.2881623071763917,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993737386,0.0006162316384018,0.0004125956150523,0.999999999799474,0.9999993520191568,3.0,-0.2086455518201238,25.122112870365616,19.456734860917216,0.261398919012425,0.215176183577176,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989241302,0.0008055137787206,0.0005234946535343,0.999999999511147,0.9999992224229378,4.0,0.0394349751401313,23.30399503169816,18.59495429992676,0.3506051080232187,0.3022828829992465,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998636018,0.0008887252652232,0.0005845153540895,0.9999999994169956,0.9999992224229378,1.0,-0.0498216299420632,26.32503634605273,20.471858361472545,0.2441166301399698,0.1920036217674934,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987605468,0.0008535473385258,0.0005562193686499,0.9999999994436768,0.9999989632304492,3.0,0.0966080584674311,23.489214621560286,18.361054639681967,0.4134338643978175,0.3723035907541197,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999991785194,0.0007141758489078,0.0004873982814319,0.9999999996321228,0.999999092826702,2.0,-0.374868892966643,25.970411318093465,19.82547351890887,0.0147283991926828,-0.035597213257566,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999988059036,0.0008433689262963,0.0005658867150019,0.9999999994877232,0.999999092826702,0.0,0.1689420007096101,22.24275817709165,17.62622721604898,0.4444919083028941,0.3543594902749832,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999425656,0.0005870482041021,0.000365763446741,0.999999999833008,0.99999883363418,3.0,-0.018328238601238,24.0462940691179,19.553135029967404,0.3369718037666978,0.30878604963112,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993478992,0.0006277400411332,0.0003895288433944,0.9999999997925488,0.9999993520191568,0.0,-0.2690499652307854,26.498200633309533,19.983209720665304,0.2195707390586865,0.2763916834339369,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993203296,0.000647319478412,0.0003860934073463,0.999999999788733,0.9999992224229378,2.0,0.0291403414187,21.809544171360848,17.786874306907116,0.3221520305964813,0.3191368064970165,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994179604,0.0005831453980621,0.0003742307361802,0.9999999998327282,0.9999993520191568,1.0,0.2133187474938125,22.42620476420037,18.106353777495908,0.4953067471710529,0.4378977020417308,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999464316,0.0005651037966353,0.0003525389286508,0.9999999998395308,0.999999092826702,4.0,-0.0261289313747881,24.382115711655484,17.617128028869626,0.331125966217314,0.3580482897384305,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999450958,0.0005584053889778,0.0003634843993602,0.9999999998299758,0.9999989632304492,0.0,-0.1864904634098718,28.892322111724653,21.801111335754392,0.1798197073442748,0.1873910127431254,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994650164,0.0005527904427374,0.0003649383009522,0.9999999998225628,0.9999992224229378,4.0,0.0393284562004289,25.76787448657322,19.9657737001231,0.311925435819476,0.2478726347558165,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993811076,0.0005805018001788,0.0003874205873724,0.9999999997989806,0.9999992224229378,3.0,0.000743571575936,28.085406688475093,22.35786778409716,0.2731252250171792,0.2130299549869884,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994013922,0.0005849199306584,0.0003947565513742,0.999999999799176,0.9999989632304492,2.0,-0.0356136547388792,26.76419232971704,19.67489676569549,0.2870276800641505,0.2751509054325955,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994071984,0.0005938491774823,0.0003976329669614,0.999999999811348,0.99999883363418,1.0,-0.0246415271813418,24.71076693156855,19.17786205130564,0.3274658032238885,0.2227699530516431,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988877212,0.0008063361536165,0.0004877566956635,0.9999999995248384,0.9999993520191568,1.0,0.0493697736389726,24.6637824906576,20.055103113953496,0.3799148604539184,0.2912139503688798,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998779636,0.0008392943739062,0.0005633160105923,0.9999999994753755,0.9999993520191568,4.0,0.1708639695438203,23.55782358014548,17.7572774425023,0.4576801137947584,0.3948021462105969,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999986715618,0.0008913239914304,0.0005544011634693,0.9999999994114916,0.9999993520191568,3.0,0.1521217089070839,22.28527305582605,17.417943478436538,0.4349649544299394,0.4181324301800084,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999987504116,0.0008553957699068,0.0005711348014965,0.999999999475644,0.9999993520191568,2.0,0.071948942474856,24.05794129400716,18.49053320333991,0.3961934415903431,0.3257069559718418,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988167032,0.0008491294799441,0.0005553370024027,0.9999999994654024,0.999999092826702,0.0,0.061046615487613,22.44830147346948,16.867733182235504,0.3378713774025952,0.3537588343420292,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999990011283,0.0007650956736106,0.0004691404710735,0.9999999996920832,0.9999992224229378,3.0,-0.0755244841926745,25.85543256026156,20.03371104280713,0.2743873706843952,0.2210261569416498,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999289996,0.0006505813391907,0.0004174822422497,0.999999999798428,0.999999092826702,2.0,0.0552067147424817,23.593231163109355,18.23274023888816,0.4554755375991384,0.3595238095238094,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992700928,0.0006517407470654,0.0004251129083465,0.9999999997780268,0.9999992224229378,1.0,-0.1333806299349522,27.00828901604153,19.762990728029063,0.2833561819830674,0.2894701542588866,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993197588,0.0006264398668956,0.0003852914843641,0.99999999980049,0.99999883363418,0.0,-0.1143391464528789,27.18608890472156,22.165193018308827,0.3047260854315984,0.3248490945674043,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991624332,0.0007076130501909,0.0004406547881007,0.999999999749589,0.9999992224229378,4.0,0.0176516382720821,23.731057099575867,18.64119982329892,0.3891878285761706,0.3092890677397719,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991254396,0.0006968284559301,0.0004370082052131,0.999999999740956,0.9999993520191568,4.0,0.2429128357900607,23.60735703447309,19.260221059557416,0.5181545136567816,0.4192823608316565,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999285062,0.0006508632714192,0.0004251415855006,0.9999999997881964,0.999999092826702,3.0,-0.1912026561719477,26.06354384900667,21.084193664873148,0.2106758024198481,0.218544600938967,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999296244,0.0006632527639307,0.0004198308241995,0.9999999997955172,0.9999989632304492,2.0,-0.0352711140737591,22.225251569027016,18.21556435168629,0.3689034401306469,0.3336211738981588,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991262892,0.0007221295864243,0.0004727067780075,0.9999999997513064,0.9999993520191568,1.0,-0.072560547258961,25.150597323083936,20.24523780607841,0.336689173953207,0.2088866532528504,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991366604,0.0007458070944464,0.0004515215221203,0.9999999997212234,0.9999994816153592,0.0,-0.8356801653952581,26.904907395493503,21.15372387093557,0.143352444676368,0.1551991549279468,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999986048864,0.0008980142308217,0.0005066903766829,0.9999999993958936,0.99999883363418,4.0,-0.1963983488246927,28.216601583017454,22.22568846904056,0.1867791941830572,0.1809035957776165,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999986950056,0.0008870735367579,0.0005965915813779,0.9999999994344192,0.9999989632304492,3.0,-0.5069340321625926,28.91991587467105,23.85609404228104,0.1288611636681502,0.0578470824949698,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979438888,0.001090600264146,0.0006641879500003,0.99999999906935,0.9999989632304492,2.0,-0.1048732454827385,27.051348747670403,20.78074885462371,0.1878806927775578,0.2024144869215291,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999983125502,0.0010067388850221,0.0005475298898258,0.999999999251848,0.9999989632304492,0.0,0.2118998111756792,21.28962037283661,15.991832007824538,0.518341634953969,0.3731723675385646,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999985080714,0.0009241944113725,0.0005884841115853,0.9999999993617892,0.9999994816153592,1.0,-0.0122013360264163,26.00661993357014,21.238225584433103,0.2973203233318316,0.2506706908115358,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999989902368,0.0007649844555806,0.0004507296712774,0.999999999682752,0.9999994816153592,0.0,-0.0032240548429658,25.526463836813264,20.578051190443443,0.3252333808410463,0.2721663313212609,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991140436,0.0007121769903287,0.0004179855480527,0.999999999725863,0.999999092826702,1.0,0.0918448843195837,25.001473742848027,20.12085461146395,0.3796056211773495,0.2070272218988072,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992136244,0.0006745502253775,0.0004280877029685,0.9999999997794328,0.9999993520191568,2.0,0.2084254532469789,22.86449568576521,17.909689783445547,0.4770567060564016,0.36579476861167,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992907608,0.0006572043373104,0.0004126808768823,0.9999999997858808,0.9999993520191568,3.0,-0.0168647945277891,23.43183728315673,18.479313457112912,0.3669511354286387,0.255853922325577,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992127238,0.0006887025806666,0.0004357058207192,0.9999999997775326,0.9999989632304492,4.0,0.0909140914852509,22.597435378245866,17.89365302287357,0.4190416988489339,0.265291750503018,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990613956,0.0007344186094595,0.0004623137356939,0.9999999997301032,0.9999989632304492,1.0,0.1768572628314618,23.42971324856225,18.532566372508736,0.4941085317854919,0.3946680080482897,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993334664,0.0006592025270989,0.0004128241622658,0.999999999790906,0.999999092826702,0.0,-0.143362236904792,20.32695148472486,16.806926653687384,0.3405679129785225,0.316934942991281,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999225898,0.0006932584082738,0.0004315736000997,0.9999999997652248,0.9999992224229378,4.0,-0.1752487348463194,24.05644276200911,19.33897086774799,0.1857479175079637,0.1840726364303155,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993255164,0.0006374368073987,0.0004076070952836,0.999999999791835,0.9999989632304492,3.0,-0.1609998582502152,25.605411427324984,21.12420902950663,0.2074116184509277,0.1655935613682092,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992635548,0.0006840563298934,0.0004069871735152,0.9999999997687788,0.9999993520191568,2.0,0.0577216646190649,20.263386401533605,15.7283187404149,0.4858313580494942,0.4720193831435427,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99999999787791,0.001079272165236,0.0006361343651485,0.999999999058474,0.9999989632304492,1.0,-0.0146588205419806,27.59726478987256,22.17462584616433,0.3284928211810417,0.3129469563067416,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999982878044,0.0010084921674592,0.0006063402410139,0.9999999992490012,0.99999883363418,4.0,-0.2834954875136573,27.67009750114964,22.063193156282665,0.1319844548266152,0.0524480214621059,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987566334,0.0008919268842864,0.0005192200510124,0.9999999994553336,0.9999994816153592,3.0,-0.0919230871272287,21.306412583946454,17.18572475916903,0.4094897632750913,0.3582159624413145,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998493559,0.0009857768105992,0.0005773670798851,0.9999999993279388,0.9999989632304492,2.0,-0.3729168964226714,22.67032968999669,19.104355942094827,0.2874672893936008,0.2809859154929577,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998629264,0.0009088475425483,0.0005572539881655,0.9999999994002334,0.9999987040378938,0.0,-0.1229931023690329,25.154923094849963,20.179066980926084,0.3040486956196886,0.1976190476190476,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991161714,0.0007102358709235,0.0004426792880944,0.9999999997450516,0.9999992224229378,0.0,0.1605022107973222,24.00304840625817,18.70896467289454,0.4480582193652997,0.4195506371562709,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999144942,0.0007144421016899,0.0004335434562282,0.9999999997526188,0.999999092826702,2.0,-0.1408999198346794,25.921873437093254,20.683241717378856,0.3043704378699368,0.2193494299128101,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993452888,0.0006253813537559,0.0004015707384076,0.9999999998031454,0.9999989632304492,3.0,-0.0394441508626801,24.72938207254526,19.12689728427941,0.282875776864784,0.2205566733735747,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992227838,0.0006904056953974,0.0004314350998192,0.9999999997565244,0.999999092826702,4.0,-0.2878327830752785,25.96106215695181,20.93928657961564,0.20100243647856,0.1871898054996646,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991668196,0.000694769339443,0.0004386172043648,0.9999999997427867,0.9999992224229378,1.0,-0.0366761877482983,26.13640147391915,20.22757875469369,0.3810290332485809,0.2785066943985735,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991407528,0.0007016721004436,0.0004225468551901,0.9999999997341666,0.9999992224229378,1.0,0.0931152060171303,24.846422211496627,20.672697902733173,0.4326978284194439,0.3842755221087603,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992295276,0.0006569938267836,0.0004284732550904,0.999999999784372,0.9999993520191568,3.0,-0.0922802015354073,27.692849523835942,20.53799705129273,0.345704590291834,0.3411468812877263,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992352626,0.0006831814336999,0.0004335749776738,0.9999999997669572,0.9999992224229378,0.0,0.0135618600100487,22.98555380033806,19.192456044479147,0.3154983305297068,0.2012072434607645,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991350634,0.0007084239567654,0.0004283773188005,0.9999999997184646,0.999999092826702,2.0,-0.1256124603808017,26.81851027421816,21.659065265924163,0.2441260111486149,0.1963447350771294,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993678392,0.0006269839725342,0.000391630507352,0.9999999998011276,0.9999993520191568,4.0,-0.4131239891657705,24.96605064794892,19.92793428501612,0.1238187694439753,0.0605969148222669,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998737675,0.0008728032854394,0.0005107582159208,0.9999999994688756,0.999999092826702,3.0,-0.0766987254137878,24.33923248167184,19.32020992601421,0.335961464441994,0.301377442812761,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999966989572,0.0013947367293959,0.0007140426970362,0.999999998502592,0.9999992224229378,4.0,-0.0645025186830419,25.56957728481784,21.37613355179908,0.3362901123200378,0.2113682092555331,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988718472,0.0008225314392515,0.0005013478597001,0.999999999515315,0.9999993520191568,0.0,-0.003397238008969,24.10400390385233,18.0187647720122,0.3952383743206228,0.3120944348935516,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981968016,0.0010312101475929,0.0005935343022929,0.9999999992052322,0.9999993520191568,1.0,0.2100119878815829,22.10778935348618,18.64774701346814,0.4740057406317437,0.4270959087860496,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982954272,0.0010134831650554,0.0005465064801668,0.9999999992324108,0.999999092826702,2.0,-0.1079729694931732,25.05263146606957,19.531971222246195,0.3371542242463079,0.4072133401663911,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999989753084,0.0007841387809584,0.0004889025437204,0.9999999996997324,0.999999092826702,3.0,0.1172892936353201,22.58099062071904,17.114319617580357,0.4652048783148632,0.360898725687458,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999118529,0.0007296724939062,0.0004627869923907,0.999999999750965,0.999999092826702,0.0,-0.1126810910146913,24.91602381033159,19.860681436565564,0.338655467144831,0.2876592890677397,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999068326,0.000718489934121,0.0004779364602606,0.9999999997198308,0.999999092826702,1.0,-0.0130656216567879,27.375204313141488,20.75547896801585,0.3437966696645543,0.2886006757368,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999989501024,0.0007978626627751,0.0004890377646997,0.9999999996875976,0.999999092826702,2.0,-0.0701473479207657,24.23720221524529,18.621371746869148,0.3406057357538618,0.3448692152917504,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999990698296,0.0007183837896782,0.000452229650397,0.9999999997320964,0.9999993520191568,4.0,0.1906711242421088,23.554986625766624,18.22559312310017,0.5120525181404602,0.4785251385575491,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990314272,0.0007387726396181,0.0004880892101088,0.9999999997068848,0.999999092826702,3.0,-0.0431869573212639,27.29554569093,21.43189944253841,0.3322654462444749,0.2173038229376257,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991267998,0.0007149180031301,0.000451352671573,0.999999999726566,0.9999992224229378,4.0,-0.0024042350876569,24.49034823676489,19.29544607941533,0.4105175588083404,0.2719315895372233,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990313356,0.0007540281132711,0.0004750032592234,0.9999999997088672,0.999999092826702,1.0,-0.2013997581405846,27.3181486104292,22.418172842751083,0.2349066357681569,0.1486250838363514,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991342728,0.0007076058725074,0.0004476694140517,0.999999999726808,0.9999992224229378,2.0,0.0512060546289191,24.80791288381036,19.19815152020521,0.3961365392617978,0.2893695506371562,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999146552,0.000703844400292,0.0004754328142132,0.99999999973471,0.999999092826702,0.0,0.0478518408609456,24.99337182812903,20.39612568170252,0.3533603232873526,0.2975855130784708,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999969383968,0.0013420241703857,0.0008148371043958,0.999999998585783,0.9999992224229378,4.0,-0.1907999167337088,27.280393537841,22.178043585763845,0.1248970766324947,0.0995975855130784,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999983087484,0.0009764708687759,0.0005779378455981,0.9999999992666196,0.9999996112115443,3.0,0.1631951306130619,23.99067519289096,18.97226918180224,0.4680448341497464,0.3773002791906504,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999982898188,0.0010158933346265,0.0006366236837284,0.9999999992490164,0.9999994816153592,2.0,0.036912863813513,23.266598131899286,19.1453002886705,0.4203685740169714,0.357682408483466,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978670072,0.0011598045166364,0.0006704198937665,0.9999999990552852,0.9999989632304492,1.0,-0.1146124898407079,22.510768790814204,18.09987891613598,0.3469500251704895,0.2361837692823608,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978916504,0.0011111492876458,0.0006607910624718,0.999999999057366,0.9999993520191568,0.0,0.085527504660661,24.08408361439225,18.841095494015114,0.378192047444257,0.3467136150234741,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992595996,0.0006815782326726,0.0004219918502004,0.999999999761404,0.9999989632304492,3.0,-0.441523382221866,25.677769650595643,19.92611135993205,0.1340847210040819,0.1989453298638817,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999123368,0.0007020735802286,0.0004619751311183,0.999999999737858,0.999999092826702,4.0,0.0816279181617939,25.828657527748227,20.321361883458955,0.365664936250984,0.3843761265739253,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999103516,0.0007253890575167,0.0004763468692177,0.999999999746614,0.9999992224229378,2.0,0.1401673224899557,23.278510409893464,19.36492545651718,0.4419967722950361,0.3456405097250167,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992719556,0.0006546902848281,0.0004361105467144,0.9999999997715944,0.9999989632304492,1.0,-0.170640885207147,26.963592239619388,22.00197311455096,0.228720739673103,0.1627109549936037,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991927694,0.0006795475702595,0.0004323343645061,0.9999999997477632,0.9999987040378938,0.0,0.0136648309323508,25.514507786364256,19.22871929276157,0.3046380420582734,0.2986250838363514,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991937226,0.0006760014766242,0.0004268629509106,0.9999999997515144,0.9999992224229378,0.0,0.0160649667766036,26.44023424312741,20.71236064642248,0.375466966519727,0.3425553319919516,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990432672,0.0007510564419237,0.000457579763312,0.9999999996999848,0.9999992224229378,2.0,-0.1444456049487381,26.56702783874348,21.6661027886834,0.2894459527872435,0.2117220969398427,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991051404,0.0007226096537668,0.0004575661441736,0.9999999997182404,0.999999092826702,4.0,0.0943380181594508,24.0832139145134,18.481976034137563,0.3956016201538096,0.3507377598926894,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992525648,0.0006747161866539,0.0004325270736426,0.9999999997679986,0.9999989632304492,1.0,0.0581358217421252,22.582945318537465,17.89646806099045,0.4144861408300399,0.3444668008048289,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999998859988,0.0008298582327249,0.0005264673734965,0.9999999996182268,0.99999883363418,3.0,-0.0283905607059398,24.020815039262224,19.764237273310272,0.3160940446287776,0.285814889336016,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999982543616,0.000999451230335,0.0005929454334997,0.999999999242555,0.9999994816153592,3.0,0.0516432792074098,25.47004984908552,19.85454095598677,0.3482653903988413,0.3325285043594902,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999974752676,0.0012569071447486,0.0007565439458479,0.9999999988468208,0.9999992224229378,4.0,0.1127731571531647,19.9461419117182,15.741504454276932,0.535356153899075,0.3008718980549966,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998277004,0.0010055549858805,0.0006111869812011,0.9999999992042848,0.9999989632304492,0.0,-0.1253124532093974,26.63563047972056,21.639040437617773,0.2092677343882106,0.0732059020791415,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999985793626,0.0009300914170547,0.0005663207204715,0.9999999993384028,0.9999992224229378,1.0,0.0513099739530249,22.67459385937779,17.063423822429822,0.3978277770662082,0.4117706237424547,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999986258392,0.0008953414840329,0.0005317738516287,0.9999999994086096,0.9999993520191568,2.0,0.0453817757625935,24.740723429865948,20.510683248278127,0.3843179983588404,0.366934942991281,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999290771,0.0006643460437073,0.0004301239816766,0.9999999997945758,0.999999092826702,3.0,-0.4572484201004401,26.504264718155408,22.504472068464256,0.0198050940080304,-0.0180081992645435,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999225256,0.0006950384783873,0.0004357788353635,0.9999999997573512,0.9999993520191568,0.0,-0.1551410335258656,23.61481637391024,19.032995339514507,0.1877220292409949,0.1355477493990408,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991579552,0.0007027865203225,0.00045809099967,0.9999999997363992,0.9999993520191568,4.0,0.0190210018585018,24.821413696125525,20.3228952176806,0.4526850861196152,0.3257880617035546,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999091475,0.0007624391388852,0.0004635787093847,0.9999999997195526,0.9999987040378938,2.0,-0.60353321825657,25.83943025121527,20.80454330659249,0.1149721428727843,0.1344735077129443,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999990561949,0.0007566342745001,0.0004823242655969,0.9999999997083886,0.9999992224229378,1.0,-0.1670637413691216,25.36906885043923,20.408925998311645,0.3547172887585667,0.2328322672136419,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992103716,0.0006929549993457,0.0004471119997794,0.999999999767286,0.9999993520191568,4.0,-0.0800740011831577,24.191498907984386,20.017200425376352,0.3400809479690543,0.2886006757368,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999298963,0.0006428870008362,0.0004120995370964,0.999999999775181,0.9999993520191568,3.0,-0.2295962593914027,27.559274701321897,20.82715602659843,-0.0076349622327048,0.0836686787391012,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999291276,0.0006602255989547,0.0004348095007106,0.9999999997881096,0.999999092826702,2.0,0.2234152202728844,19.845252184844504,15.459823591205431,0.5565558300679788,0.4400402414486921,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990805506,0.0007535250476402,0.0004825755336827,0.999999999700736,0.9999992224229378,1.0,-0.0643671366483125,23.24058838128926,17.955726206067585,0.2975140300330361,0.1939318740164902,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991741236,0.0007242422216937,0.0004729250857704,0.9999999997241048,0.9999994816153592,0.0,-0.0974611111541792,21.60132899777872,17.033870187678808,0.3293320400989895,0.3052984574111334,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999966695527,0.0013574713324127,0.0008139428925096,0.99999999846831,0.99999883363418,0.0,0.1045311326696036,26.14455544886464,21.64404973849444,0.381728506922929,0.3248155600268276,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999975160871,0.0011886630102911,0.0006768750642472,0.9999999988881548,0.999999092826702,1.0,0.1186442804903815,24.877049423538853,19.929381408691405,0.4532077438169034,0.4305164319248826,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999977438656,0.0011664690641423,0.0007040090058979,0.9999999990118474,0.9999989632304492,4.0,-0.2741647346404916,26.72568300220441,20.27309049149634,0.2094231239780785,0.187122736418511,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999976251432,0.0011828494587579,0.0006465876060617,0.9999999989155168,0.9999993520191568,2.0,-0.039975450035893,25.41084098473328,19.77194067189391,0.3518392346717497,0.2574111334674714,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999973235816,0.0012352760404902,0.0006999454832914,0.999999998794594,0.999999092826702,3.0,0.0357430875030611,25.670835039589026,20.79118144827829,0.3423715213853303,0.2668343393695506,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9370738848585672,6.102954790950372,2.1079724467093484,0.9680257670217458,0.9613257584996192,0.0,-0.5146747397917508,30.400803475761155,23.35901837308642,0.0418943964200804,-0.0837357478202548,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9241360343013832,6.763523629041545,2.5509548271580744,0.9613199442326422,0.9454537372483566,2.0,-0.1134798120440896,25.075527191059507,20.315384676221385,0.3339096235893429,0.3471721524505776,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.943166897227136,5.882510033103893,1.993662069287217,0.971167801152656,0.9609640238073772,1.0,-0.4510278957604068,27.740314819655268,22.225096265765988,0.1278630900621589,0.0903115463422174,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.930900582037895,6.344856317096368,2.22710474737067,0.9648318936175324,0.9561563663185544,4.0,-0.1932376416497825,27.69278312551497,22.827872765769424,0.3836206418847881,0.2192860376907467,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9342600256800692,6.337310975344125,2.358782421346296,0.966571273356002,0.9558553244016454,3.0,-0.4572690611005909,26.98691621479527,20.203332785351176,0.3071980640405118,0.2265391165354577,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.929695628032044,6.607215738714349,2.347882601754708,0.9642072540186108,0.9508970563198148,0.0,-0.3195823722500988,24.97513625620233,20.24557892866537,0.2625156877513833,0.2723385703985647,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9279918650064582,6.472589387318531,2.3648513252526,0.963323344426462,0.9477901841024304,1.0,-0.3014194243324222,28.675160130596165,22.818732602294062,0.2811810049844492,0.1443698282200691,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.939652248646312,5.949356066125528,2.0747702065183407,0.9693566162116094,0.9568107229435212,3.0,-0.30454502646949,28.55514792406302,22.82743382494214,0.3060580012311609,0.2661491125941335,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.951274567265058,5.469851222677866,1.9093171176575776,0.9753330548858764,0.9653211882178098,4.0,-0.6163209897939332,28.971049033790287,23.197085799633623,0.1752410253208531,0.0580670042590294,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9131046290202034,7.036731023600492,2.6586514841715494,0.9555650840703764,0.9396639447946076,2.0,-0.3212717682519037,30.303308705097187,23.55667132122416,0.177122491711733,0.1011074874908729,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9306697482190722,6.555037636140914,2.535444564016242,0.964712262674614,0.9529493334595492,0.0,-0.5741069331613735,27.950958692396853,21.60106400664424,0.265541553197079,0.0935309701999422,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9352970486654316,6.2465511681574215,2.145845321521425,0.9671075686359818,0.9539113788975584,1.0,-0.2633165147607013,26.54304991508704,21.76506120977268,0.2736089226458059,0.2089893858133739,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9421983411529066,5.941556622630856,2.067638248778226,0.970669018737588,0.9551356735643728,2.0,-0.4800893918853943,28.12955747961736,21.694694569547416,0.1535985365541831,0.171160295103957,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9523556948145416,5.328553138818562,2.009014477110745,0.9758871324851042,0.9639621157546844,3.0,-0.6423568378814006,31.23440858154742,24.69235336330575,0.0710335937038218,0.0217476965451887,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9257966669618248,6.771672252388355,2.513360974462409,0.9621832817635366,0.9504531935888582,4.0,-0.3002465990696841,25.32521603199714,20.21909778688995,0.2568320448389687,0.1649451692106188,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.925537917864721,6.778515755836621,2.572161589773078,0.96204881301052,0.9482363171781748,2.0,-0.7416365186668754,29.63560039999378,23.107509656556893,0.0791897626409205,0.043914953577798,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9284311627696537,6.705705794590071,2.306099407999139,0.9635513290101496,0.9486979077289396,0.0,-0.3149969138790207,24.43518789731232,20.03774585992517,0.3287718350618156,0.2593961954927297,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.924253356651378,6.893244865226679,2.743852030503122,0.9613809637670808,0.9454197545890606,3.0,-0.2606022915764527,24.295114110595577,18.4602186170766,0.3749274827366614,0.3653710723406714,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9486704894702248,5.636192899925178,2.110260058553595,0.9739971715489446,0.9635416754513676,4.0,-1.0964992327220116,32.44391184622832,25.889157527332586,-0.0405430992891708,-0.0185450673648544,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9297226378873428,6.405877748733641,2.3549600822047188,0.9642212603201754,0.9495974723494338,1.0,-0.3369794633791596,28.722780830342906,22.02131081755732,0.2491208890238422,0.1949395529770788,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9429263684344136,5.947356413626496,2.054616893835235,0.971043958404155,0.9584514067884498,1.0,-0.5251603862840235,27.03516472224866,20.675082426474127,0.1711044952165231,0.1444189205253404,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.935889097154237,6.046670545185989,2.1151069164610745,0.9674136126661996,0.955060996707598,2.0,-0.0336875101847138,26.842455212081457,21.705356173448163,0.3576648401548506,0.2965534009175543,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9388614227212964,6.037347793238177,2.042035392493532,0.9689486176239022,0.9575824329974876,3.0,-0.086764381225272,25.32440080355368,19.882239628106777,0.3968425266180045,0.3491616364855801,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9322148709940504,6.569540911834771,2.337513225956967,0.965512750684773,0.9545002193504264,4.0,-0.5809160025874174,26.063388875344007,20.530224751754545,0.2457123481760474,0.2032897936200193,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9525892574399974,5.203697476873646,1.828224092985454,0.9760067922319172,0.964960784015145,0.0,-0.1675519040638649,28.45367106091731,22.91397780458692,0.3371104604133235,0.2735397436316025,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.938749621663857,6.137246336531834,2.1404953303420755,0.9688909246571245,0.9578047080007304,3.0,-0.290739077739768,25.671356069864103,20.679261488847327,0.29403571903044,0.167323395788038,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9430024297252586,5.873413860932222,2.157235837702166,0.9710831225554036,0.9592112009078948,2.0,-0.1182890356636567,24.954383882221496,19.77778355289513,0.4233141921888692,0.2299521283120423,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.927962062659756,6.626051306614353,2.437868800313849,0.9633078761722168,0.9521102246752784,1.0,-0.390176050926633,27.39612421136888,20.892862470116416,0.1839400450917345,0.1262093596649526,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9307432665902516,6.622531102202798,2.498288438897384,0.9647503655021328,0.9489425667968112,0.0,-0.7345249982623194,27.633186618129773,21.67213148063337,0.1525283609519196,0.1076318150528656,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9211338583475004,6.735287507573,2.4165761788351494,0.9597571876903856,0.94598622956463,4.0,-0.3084075495795055,29.46306777431964,22.75234761090346,0.2179969004303019,0.1004887782539062,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9199629249745476,6.772498897973394,2.542571717714009,0.9591469782084115,0.945545873526456,2.0,-0.0257207302704542,26.50345156227316,20.911956527602506,0.3771666896664345,0.3439863177263855,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9366926144039278,6.169022015088406,2.151525618101421,0.9678288150998204,0.9559813935279718,0.0,-0.3946159691382953,27.581825188969656,21.12199172543808,0.2884223392549814,0.1757939568978477,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9150181074249482,7.076899645678738,2.798544262534693,0.9565657886972128,0.9395624860612548,1.0,-0.4628570270235093,29.30247525170733,21.626475550691843,0.3000158398606172,0.3687184560956966,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9247554186783392,6.629141397236783,2.21436471390306,0.9616420432711916,0.9499243154759648,3.0,-0.3951520633471295,29.91014727157264,22.94166105834532,0.1104211057976634,0.1318767920505981,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9117816345892428,7.16582582827023,2.677961175148947,0.9548725754822872,0.9383787320109432,4.0,-0.51785148264666,31.04706438146408,24.429502414112363,0.1539629400733079,0.1084189875752443,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.947458735490918,5.637172223935236,1.7599750751026892,0.9733749207060608,0.9654373562313648,2.0,-0.5390769189107185,29.300085902411897,23.245518279277103,0.2084569974696833,0.2181848670959189,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9604458444070676,4.690760686038703,1.627060170023065,0.980023390220428,0.9726684417132676,1.0,-0.4839401674891914,33.04672092229061,26.66581704099413,0.1480226608363565,0.0932108184372886,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.921035818902092,6.93836852443889,2.6749890866195947,0.9597061112573364,0.9463352339227042,0.0,-0.17631960809966,25.181392606825995,19.055084432145243,0.4220991631422732,0.3793323161018796,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9363516419729448,6.316613258584189,2.317948968251547,0.9676526458039294,0.95440188486212,3.0,-0.4041185144066876,25.64900620847564,19.721813757990443,0.2162295576773326,0.1800850122048249,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9322530880209065,6.378217477091917,2.4398973971584392,0.965532541648825,0.9497288379025604,4.0,-0.586950633029385,29.41314007415461,22.76764435996472,0.141835306509185,0.1015945941556992,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9326008522443802,6.394439553920693,2.197451556690952,0.965712614255302,0.9549109586145398,4.0,0.0771235848486457,22.298940466299147,17.279020412337612,0.4770961329313049,0.3773705126370963,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9087516442889974,7.398539423587306,2.935158454025001,0.9532846610894968,0.9366133872379918,0.0,-0.2181761894654166,26.406445126223133,19.841639447816664,0.358391751527873,0.3319304481966498,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9602785460933956,4.87725450838683,1.7025728482028897,0.97993803228063,0.970150750868623,1.0,-0.7219201925096348,31.54048684252896,24.55114665716467,-0.0157117860025472,-0.0843247231501575,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9382415455635928,6.104811957970524,2.127952391306559,0.9686286944695132,0.95604751639724,2.0,-0.5087806151306891,28.710344478768228,21.916831951947284,0.109695505343681,0.0920554009706418,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9307003108455042,6.455252937686994,2.260226702639931,0.9647281024656752,0.9539304236503288,3.0,-0.0756013475750516,24.78352096528216,19.988154420449703,0.3255879645757951,0.2080685457795134,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5701158076976608,16.18717906048816,11.9485208408958,0.7550601353801464,0.6897436136940306,4.0,-0.0904215266928698,24.235614881286487,19.30971024365492,0.3689845879754937,0.1885162801646508,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5915107055821729,15.43924763511283,11.292634780147615,0.7690973318998744,0.6996646983857493,0.0,-0.1887019181775737,27.33574821198616,22.58021955248336,0.3481297564432081,0.2321915266863949,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5570286461027387,15.782754141580575,11.581964100687127,0.7463435176958477,0.6828545172630869,3.0,-0.0097396091514316,27.082827034956168,21.94809774425668,0.3609369706785489,0.2726685810725058,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5737590377418152,15.406667888209018,11.193643900620309,0.7574688363826028,0.7021882755317531,2.0,-0.0212201201331538,27.45362843223007,22.61341306659537,0.3357652208267699,0.2263948516859878,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6126628301091926,15.1613968929191,10.997572365944846,0.7827278138049866,0.7114488574895899,1.0,-0.1499200020275757,26.348295925179933,21.65396011513724,0.2650435652405042,0.2469912533849913,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6007006387594651,15.88536913365148,11.701292138149864,0.7750487978522482,0.7027484092754431,4.0,-0.6144139134028963,26.91006179267676,20.49758776705029,0.123602620341069,0.1601891705965712,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5685176246176008,15.63851437731865,11.5172622999894,0.7540010775816504,0.7005953769419841,0.0,0.0817173138060365,25.5544000227107,21.116137491682885,0.4152508597942108,0.2841064602653761,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5990718323632829,15.29471525981961,11.085932798753706,0.7739973079581919,0.7062197593838957,1.0,-0.2321324704376084,28.08953395172662,22.530706520886486,0.2313560374664547,0.1851861216575378,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6052190436892498,15.29703662968866,11.138348592122394,0.7779582534031404,0.7101840316741393,3.0,-0.1813523990349661,26.728395256981976,20.561670060493576,0.2962848912621475,0.2624158369533477,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5485358378602945,16.320801918330574,11.877692111366672,0.7406320531656616,0.683547043465025,2.0,-0.0340516937816182,25.25125571485575,20.049372219837885,0.4758240286393121,0.3287076277934234,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6007177549924916,15.396352316280518,11.257458611940082,0.7750598397775684,0.7155413880791711,4.0,-0.3043652986447129,28.01788247307618,22.050509117019004,0.1290259865763241,0.0496947551603374,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.578819760300189,15.514442375296252,11.507949773085745,0.7608020508157679,0.6904271748620104,3.0,-0.3277677782838422,30.259390183957887,23.67887689456133,0.0992003103596069,0.0848975981598164,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5595350527084548,16.380993501835917,12.010297690207498,0.7480207570906445,0.6794508148020838,2.0,0.0337849234007526,22.85988048668888,18.164901777186863,0.4052217756694262,0.2832103480384352,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5419814013858072,16.5593226472423,12.1251444520783,0.7361938617136696,0.6599451272612606,1.0,-0.0177511558674556,24.25914401039593,19.489679273148653,0.4336190175395608,0.3687715001391244,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5974083872127228,15.513770275447571,11.35201343195062,0.772921980207746,0.7056834692555932,0.0,-0.3912880810919907,28.565765180740406,22.756901607782066,0.2312439451974026,0.0791322881916133,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5719272346844388,15.91321736363922,11.713468364247104,0.7562587090819669,0.6925167410617858,0.0,-0.0936423361497968,25.77256658761496,20.095826542276736,0.2292760013523766,0.177847852908248,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5884434357180477,15.617237385591642,11.41659500322844,0.7671006687850053,0.7096214868270906,4.0,-0.2397284179071714,27.420194326197468,21.327240570229545,0.3402244799448293,0.2425980459938051,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5910541839094624,15.743770286499744,11.40670058260466,0.7688004840645297,0.7047649531187237,2.0,-0.7417450502653158,30.985030819370856,23.472357695136274,-0.0157338841870356,-0.0232817560323506,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.568128484553452,15.40753399616756,11.31432794838621,0.7537429832997933,0.6764991148691496,1.0,-0.0567069322399529,28.182830244015552,21.906642445040426,0.384378982351727,0.3788511634831363,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5495657329577681,15.767029646559774,11.884318932516534,0.7413270084181516,0.6815586428411765,3.0,-0.2630645878459072,31.204251287238883,24.334754348808605,0.1952441612562953,0.1477819747236113,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5620414425364478,15.88627931903568,11.58473805216739,0.7496942329241415,0.6852049351114217,3.0,-0.1327738808019933,27.59649292133777,22.40935362130823,0.306703046803242,0.2278166886683989,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5930964312407454,15.38905157284741,11.30176410721896,0.7701275424599667,0.7066637960773146,4.0,-0.2315184525088593,27.61458439502496,21.633674145550795,0.2895005949341784,0.1363247624693492,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5343004323253725,16.62733043316583,12.378556912940844,0.730958571150126,0.6454621978354331,1.0,-0.0114037924775556,24.388730172048103,18.16988259812476,0.3819139847148508,0.361370827720671,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5511941382996862,15.970316463095484,11.59443620849074,0.742424500334133,0.6591800193025833,2.0,-0.2397208358343872,29.56602665598448,22.40700322970537,0.2495873521357956,0.2564106925280608,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5744795623341498,16.12458599935913,11.93240810494674,0.7579443005780233,0.6885721843766301,0.0,-0.2252445149641941,25.396653732327696,20.781596356244155,0.3499062384871335,0.2286883513187675,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5715109621754894,16.09895973032046,11.864433038209611,0.7559834406155909,0.6890667488849209,2.0,-0.2124608350616736,25.98935983233193,20.77598352781484,0.3995364856748928,0.2688724763915702,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5496546751383533,15.958509190370751,11.734426724216396,0.7413869945372499,0.6762330601773339,0.0,0.0086855652791022,26.24513787651595,20.696114811964435,0.4019749719946371,0.2576411938403569,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5981894915742823,15.8487880309428,11.609008543784158,0.7734271082702848,0.6864414397872899,4.0,-0.3717628476725443,25.5662674187114,20.00433089108534,0.1599145824198176,0.1491643720050969,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5654986437551133,15.909386884178405,11.627597804153176,0.7519964388598027,0.6826384326335718,3.0,-0.192872782388858,27.65332812713764,22.06999335974035,0.3038833952190036,0.2544949954177082,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5986541251411888,15.551906548905194,11.191122474402713,0.7737274231434759,0.7121047666951014,1.0,-0.3530139153103531,27.51787429041712,22.230816899151865,0.2167547809380555,0.1439604241100076,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5991224421648664,15.046885846176515,11.000914427372448,0.7740300010286437,0.7170556790364407,2.0,-0.4235702386377533,31.671502744750345,25.202302303045567,0.0778335801798455,0.021534591876416,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5709932221885251,15.783385840858775,11.552825201469556,0.7556409349298786,0.6733613520013816,0.0,0.1551237564869978,23.52978115862645,18.1241687707498,0.453606070403459,0.4198556090419562,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5211213912569974,16.272228854954697,11.875401239763226,0.7218873814936555,0.6641788474603952,4.0,-0.0710115146489069,28.62466318943705,22.549878859184155,0.3270843545425649,0.2601125712581075,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5753016540395158,15.55745620849124,11.51198570934095,0.7584864233843529,0.6898863950895631,3.0,-0.1499766659998758,27.723361082634376,20.53546961287377,0.3802635991581877,0.3014323709205879,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5206768644352253,16.334194313978895,12.11665507279781,0.7215794237879385,0.6512286011412568,1.0,0.2370638521835447,22.99078894623175,17.6366559976927,0.5447041000118811,0.3886322029195075,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6034063881099274,15.69463750802094,11.621759321647778,0.7767923714821667,0.7044912876849244,1.0,-0.1755482166197248,24.01149302635882,18.813965790439664,0.2061506620298691,0.0944514804957684,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5914986568845984,15.36570770838547,11.315341704452246,0.7690894989653025,0.7043206664896191,4.0,-0.0550534314013897,26.13664135343077,21.19233538882833,0.3415823217827175,0.1786025825744939,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5824997028981235,15.790951160722988,11.863509529916865,0.7632166816775506,0.6965256528278261,3.0,-0.2305999086661616,26.918514445969905,21.560972821410267,0.2516744742036654,0.1489581182368462,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5927969846698523,15.864350041773754,11.735109574301203,0.7699331043154252,0.6906869114735029,0.0,-0.7318677723186842,29.58290856696491,23.1201020189742,0.1090995237589606,0.0895222018579641,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5716142993109132,16.281017524681584,11.681341459575451,0.756051783702022,0.6988171441861349,2.0,-0.1952163563995177,24.429177864365663,19.65394256000788,0.3965993443558689,0.2315865477325176,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5720111415316445,15.923242381453976,11.60964424715544,0.7563141819537855,0.6989646927206358,3.0,-0.0640315924439394,25.21826661573084,20.16795987653061,0.4095931935406425,0.2153046331764881,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5842772439376074,15.760302504685168,11.42425137616877,0.7643803007573402,0.6881128348050707,4.0,-0.2245004192526283,26.81959026691232,21.226441146958045,0.2985980432396253,0.2089462205255354,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5685429791738206,16.18524223129856,11.98356560924597,0.7540178906400873,0.67453855768287,0.0,0.0564865130701248,22.762528290378143,17.961945586943283,0.449645229027449,0.3667410575356565,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5460360316989977,16.16323784134091,11.804227763058847,0.7389425093265354,0.6684713974235598,1.0,0.0584428918985041,25.20826970635732,19.9731819786824,0.435817697950742,0.3395024028118475,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5519785949474099,16.445460001377334,12.228222554457815,0.7429526197671753,0.6584834112541136,2.0,0.1019383956378829,22.42356129399249,18.501524920933683,0.4659265876365026,0.3756635660160998,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8913755909033656,8.29364467438685,6.72370207547169,0.9786830756037612,0.9771085867875738,3.0,0.0574021619778305,21.274693670842893,16.34888483516484,0.2515393317258751,0.2503742634177416,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8846999850923646,8.44540532829432,6.702651942307667,0.9808875602946592,0.9756857339249356,0.0,0.1920448057576861,20.244806008378703,15.99618307291668,0.4406686283330618,0.429574264621008,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8910286104178088,7.6621672046003155,6.037271715867132,0.9779007560861934,0.97886110086573,4.0,0.0430840029118,26.969447711552508,22.23140364705882,0.2258233608061516,0.1033613445378151,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8858664189677232,8.298262870535833,6.593220516129015,0.9792425210347856,0.9772406923794572,1.0,0.3428879783344486,18.795801695745308,15.52426217391303,0.6266523942380852,0.4582793709528214,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8910990017848647,8.164904630558432,6.661335820895486,0.9748475922744516,0.9761191312844208,2.0,0.0203285457151211,23.108861039798214,17.747682784090916,0.2381741947273059,0.159487161424395,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8809579083353682,8.362964157755789,6.681616539855043,0.9813686433161384,0.9769580782000012,4.0,0.2000525340658385,21.4582891393818,16.793604687500014,0.460813414278125,0.4834562055677309,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8935725073726548,8.255133990510597,6.735690716845842,0.9767758905007526,0.9763924083512336,3.0,-0.1947041394556192,21.94078992333209,16.681806883116884,-0.0910080555339051,-0.1052105788947894,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.884912670983711,8.063167444773846,6.497847374999965,0.9781585095713164,0.9753633614465504,0.0,0.1269833458085002,24.569918930859856,19.69754013157896,0.3683335922856138,0.2228844839371155,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8864052324435934,8.42867184022459,6.624137314814797,0.9774228716284058,0.9786889123819956,1.0,0.1040106579624152,21.06013069122785,17.074697906976752,0.3774951388462932,0.2981744421906693,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8725374875499703,8.258317808103808,6.537299852398524,0.979849975470812,0.9756540286327542,2.0,0.0170647879635649,25.261182179555192,19.93155423529414,0.4260491888549661,0.4420113544412153,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8821309109810207,8.527827264721312,6.794002542372862,0.9785200546842446,0.9782737671978898,3.0,0.1793876504237089,18.920831734335177,15.73202836065574,0.4744272801619209,0.2340560549973558,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8915453814248031,8.445511102334962,6.737953333333278,0.9787015705850493,0.977255793976151,4.0,0.1314425152670768,19.48047209804161,15.757660940594054,0.3677311919689442,0.259703726569903,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8776778992631844,8.274909209531328,6.698214350180502,0.9785083631321432,0.9761070115000609,2.0,0.1012126270557056,23.513800487699136,18.22997537974683,0.4154964964266089,0.3531788776774121,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8924870887791397,7.504106785454788,5.924546505576184,0.9790722392539718,0.9775430226199932,0.0,0.0839226499953224,27.366617989596367,22.778837758620664,0.3668537460177886,0.3369541444922359,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8844059808716618,8.553936102552552,6.806157735507238,0.9780041269738108,0.978337758931484,1.0,0.0420708719427209,20.556527524436348,17.26553143750001,0.2614541068247843,0.1639494133892896,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8769979890946347,8.246846206791904,6.5364818846153705,0.9783556016588076,0.9738453463516432,4.0,0.0889467514101588,24.545443662857693,19.818292604166647,0.3597946121125634,0.3297883884970157,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8804383954877043,8.279284628977699,6.60575148854959,0.9783702039012352,0.9755975911197474,3.0,-0.0269902264082988,23.630288704431365,18.56430170212766,0.285653792309598,0.2408201452898177,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8914345249104392,7.507887507510676,6.064511050583636,0.9760096486304466,0.9755554243775396,2.0,0.0598345361530779,27.277599062609347,22.26533838383838,0.3044762744048664,0.2528385899814471,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8905784033145939,8.220955982083002,6.656311102661589,0.9789083302429032,0.9758254088830088,1.0,0.0003681675997688,23.041722202195423,17.527211075268823,0.2002166672447379,0.1844021366118587,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8749231863554539,8.65277167070947,6.871033172690752,0.978187689088856,0.9717428686756135,0.0,0.0635352098951045,22.64362428512577,18.149648504672907,0.2805480787692661,0.2813002833632806,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8902240450129675,8.325745434531662,6.752632988047794,0.9764668402089944,0.9761316275960816,1.0,0.1049593762188093,21.24768613887833,16.320617142857156,0.401477498101736,0.3372278664731494,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8823141109889265,8.186853880602538,6.421209040590385,0.9788611555659268,0.9760842317884316,0.0,-0.1259854971609399,25.23559083208533,20.028144352941176,0.1737863406233309,0.0984956932574451,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8888528369679868,7.6156818196179294,6.15752645914395,0.9767797110829248,0.9763975831496572,4.0,0.0619481266022162,27.033498282913573,21.584596161616165,0.2842687781969576,0.2877259599681488,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8936161991224195,8.428997810350493,6.7502556640624825,0.9765401710282264,0.977085875885422,2.0,-0.0484184018933311,20.706417762425342,16.463577,0.2343325450959231,0.1748525343717911,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8880720659808092,7.75160681717563,6.139719199999986,0.976214928677298,0.973803247023743,3.0,0.0230803065396191,27.85680770309823,22.863444444444443,0.3035911509875398,0.2588075880758807,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.879357968087599,8.054727776123004,6.450715714285687,0.9766037184110954,0.973928086556804,2.0,0.1340817404362299,24.825448619756106,20.021671346153845,0.4098159770090382,0.2860663608236424,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8820943229308654,8.051008057521775,6.256265437956169,0.9800756828470364,0.9773025282923192,4.0,0.0489211888954793,25.36403773331693,20.68708134146341,0.34615200750821,0.2802879827643659,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.886457093233427,8.20863846421824,6.4790454385964695,0.9766278104023806,0.9748281392254136,3.0,0.0195129816983916,23.66353721019317,18.909855774647884,0.3301959092140191,0.3185808063559843,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8849516729475922,8.3262335841955,6.52151169741697,0.979990664017066,0.9763962572026756,1.0,0.0980454666030691,22.722643752750127,18.49057282352942,0.3173625909424489,0.2562438929059996,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.882180164901706,8.189333028406496,6.585440229007613,0.9756742419151866,0.9721159174475854,0.0,-0.0958165249863645,25.195178678519003,19.43701478723404,0.2289333726892746,0.1197851381185365,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8795834070959759,8.544542768879195,6.865849458483756,0.9724703688280982,0.970404870095292,1.0,0.1000974580203086,22.405853727513584,17.311539240506328,0.3318889756567525,0.2010710808179163,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8856870552418005,7.585588416206043,6.110810714285714,0.9712917892200996,0.9697516762450162,2.0,0.0558311400731297,27.5883405778104,23.12989423076923,0.2704958960109114,0.2163661581137309,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8849641240001009,8.338608727392687,6.578924232081915,0.9724238426945776,0.9717925228275596,0.0,0.0946849997857477,22.088418664601107,18.110036507936503,0.412630027541147,0.1975806451612903,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8759490120652247,8.391243456756179,6.5880296442687785,0.9764882489178234,0.9735694897598156,4.0,-0.0089449722327532,24.59372649093065,19.44929466019417,0.1659241600245709,0.1806400241683445,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8681505734400747,8.621863680891853,6.865924157303372,0.9721587928621211,0.9704160701648674,3.0,0.0742154937866216,24.631822420821223,19.059485955056186,0.3189849590374727,0.2336322507352226,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8776576768942779,8.725968818805088,6.791837241379314,0.9715920445342434,0.975108250003273,0.0,0.224221060219618,18.79465847948842,15.125739393939392,0.4776876949427834,0.4580106460703476,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8795935632922733,9.039177691933176,7.176860311284045,0.9723053995292774,0.9771464322892884,1.0,0.0129672090761361,18.39332077723165,14.670503030303037,0.3043224069397411,0.3115346677029974,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8773102006652548,8.946284432024788,6.897731910569108,0.9692018573487352,0.9699044400832284,2.0,-0.1460893299980812,23.136382256671872,19.45585045454545,0.2104867666670485,0.1962639785269851,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8835051182830521,8.262858391621556,6.5622446691176455,0.9753146442954256,0.9687159024929298,4.0,-0.0396733006424081,25.403671210522926,20.51561845238095,0.1840439128368484,0.143769078512921,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8784063978548872,8.46647583375477,6.680740357142858,0.9746637872367092,0.9696321000032726,3.0,0.0663055935274191,23.986903523996304,19.10231118421052,0.3025998872741828,0.2500615174299385,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8857388856216382,8.303038238025376,6.391037450199201,0.9722857987496156,0.9686518449267406,1.0,0.0039212961624015,23.865444808389505,19.631599047619048,0.2393651042742362,0.2266915822034794,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8947265721392829,7.490760075344759,5.852514880952386,0.9717489390153128,0.9738484077886322,0.0,-0.0214477164309119,27.621142310311253,22.32123990384616,0.111254521734178,0.1672632415645348,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.890023403387844,8.447732359169136,6.81140036496351,0.9762736054500524,0.9748292436495056,4.0,-0.0438828683309675,20.533723876805745,16.712686585365855,0.2467104174138557,0.1839879844581578,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8805461123092648,8.04432977599572,6.230769656488548,0.9727975710429247,0.9704057737868432,3.0,0.0138054300843618,27.02416588840322,22.529534042553195,0.1545613421961417,0.1897416816892114,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8756146670355023,8.571262371618337,6.846960218978103,0.974767594301534,0.9734040908619996,2.0,0.1715419917178169,22.48456672146366,18.096924390243903,0.4223780578787593,0.319467572185762,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8935917290794306,8.249837838650517,6.85008813953486,0.9786138506476512,0.9776137706375913,4.0,0.0669192510222403,21.152336491438334,16.017815204081643,0.2834085684161364,0.097068190005498,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8868946884541664,8.218102448160277,6.616559736842091,0.9783735958125508,0.9753646547671948,2.0,0.0494578662982336,23.42950300135848,18.80615866197182,0.2613195254652494,0.1062709590878605,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8942780643668607,8.375693951541479,6.753914090909079,0.9801891412894256,0.9788325444015772,1.0,0.101241175551912,19.942099887012848,16.124554719999995,0.3372789291346093,0.1904700460829492,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8905379297114886,8.090485618288396,6.412266604477624,0.9795066814331396,0.9765443062560788,0.0,0.0848655645806854,23.05384200012428,18.264365113636387,0.3270572873903871,0.2510137500189435,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8895184591746343,8.086266212980611,6.319929666666637,0.9771172063054951,0.9783980987989892,3.0,0.1655433265171615,22.27843774574856,17.45620244186047,0.4137205667896532,0.329194773338365,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.891232626846258,8.315255286104549,6.572772565055747,0.9786413822760563,0.9793203767238008,0.0,0.1692182502061103,19.438247431317183,15.807525632183902,0.4199256774330363,0.2927936137639425,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.884284723610751,7.9453800039195155,6.188982239057242,0.9786870226638872,0.9752868108687616,4.0,0.1475540910652323,26.50751113824844,22.31715237288137,0.3905350201711899,0.4078901227352426,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8884801322831634,7.838558927496091,6.220433573943629,0.9791587550595796,0.9789859907917076,1.0,0.1631052635751245,25.378069516172182,20.113571874999987,0.4195905616495708,0.3910411525075915,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8881758970421525,8.088258776721705,6.52499437499998,0.9802225418800092,0.979385324519272,2.0,0.0450036596672059,24.216809041503243,18.810466250000005,0.2392561026466665,0.219656920919193,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8875523685511798,8.425482785345075,6.535463208955198,0.9737530169045624,0.9780278954106396,3.0,-0.0465617056833234,21.417206466815216,17.87194579545454,0.278208764530241,0.2076635538727547,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8911671047695903,8.094824009933744,6.321764312267648,0.9781031304652776,0.975152413368544,3.0,0.0333781462989882,23.582563453666044,18.929327413793107,0.2530808591013646,0.2638264911031311,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8900398521067898,8.428972743714322,6.651123706563689,0.9801749862306433,0.9792981837552066,1.0,0.166703380524181,19.25808230006781,15.29551886597939,0.4161498414788139,0.2931701030927834,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8960942432769765,8.122348223650778,6.441365449438181,0.9790274674102885,0.9774155253337204,2.0,0.001191093092857,21.44746423429641,16.955114775280887,0.2344002844933261,0.0998808307797071,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8824461434158963,8.121300901260035,6.555836589285705,0.9791597730717312,0.9763000609249892,4.0,0.0720713746670377,25.37854037503105,20.28603118421052,0.277076281641064,0.2912118333070989,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8935870029975601,8.09430058704904,6.540302527881024,0.9754968752497758,0.974955427270128,0.0,0.0024339028128004,23.05914665458287,18.021278850574685,0.2762933170762178,0.2323222658142956,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8879758914052461,8.233796287217931,6.452827152777769,0.9764052379748442,0.9743635213022356,3.0,0.0139059661048799,23.18974936760621,19.632060441176467,0.2604374609322766,0.1748499336829407,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.889658312484242,8.104399330577312,6.4458415613382885,0.9776862571829932,0.9766079473864252,1.0,0.0497845226190523,23.765089809515665,19.302256091954025,0.2387417070344347,0.1920244951520011,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8871431684712585,8.28601128355669,6.348250876494029,0.9785658312502584,0.9778817851282954,0.0,0.0481422858388509,22.91986146153561,19.001205333333345,0.3008338045818615,0.3129033428579402,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8774209308908035,8.57296527005186,6.740764805653695,0.9780885971846016,0.9768470046576444,2.0,0.2911852538445458,19.99366052680783,16.104338356164398,0.6087321245641397,0.5076823398741208,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8816619602457334,8.383866214597349,6.627199512195122,0.9775710682152684,0.9752318768299416,4.0,0.0961399527344231,23.10563879266165,18.150210363636365,0.3292276561429383,0.2497311943093924,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8843431655988911,8.091864104895823,6.525105985915476,0.9771401102133844,0.9737237359166676,0.0,0.182239324322767,23.754072133420387,18.852364722222223,0.474210826851609,0.3176410058524664,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8921094038933656,8.102741169793967,6.553649776951673,0.975064571538288,0.9737894814234356,1.0,-0.030867380209109,23.83705392167644,18.8955155172414,0.1956295110269505,0.1126886345410803,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8894222909098822,8.21482746878939,6.667953409090899,0.9771030646914456,0.975654280214332,3.0,0.0717028731450554,22.65877317466422,17.2046297826087,0.3840286535532028,0.2992860197840589,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8844112718608267,8.303172247650323,6.702633779527544,0.9787437883214284,0.9740430070599684,2.0,0.0199212904395642,23.09999146398694,17.517593823529406,0.3236881409066448,0.2890577069344124,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8914961330581188,8.575150530571728,6.820798474576262,0.9762307667999836,0.9761545391283534,4.0,-0.0378514227864785,20.41340828549949,17.102550083333345,0.2460848303225861,0.2419277828065119,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8873828495256924,7.771088653616442,6.144101199999985,0.9778484498550916,0.9769438007493892,3.0,0.0876127318714267,26.70542078756069,22.55517555555556,0.367619424997246,0.1349593495934959,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8777117663133428,8.347757158599041,6.66360515503874,0.9775410575197108,0.9728468181540846,0.0,0.0269454201883387,23.76196446519092,18.754810816326533,0.4242047889003393,0.2991421658494559,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8767969595004778,7.761912650429424,6.108027330677264,0.979543132253327,0.9775753956181116,4.0,0.0658482550221104,27.582377710230457,22.465524666666667,0.317235963800471,0.3188843014843321,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8787870916121558,8.659723939359997,6.787870978260871,0.975520705013585,0.9741015211696956,2.0,0.1002615277929616,21.421324119796104,17.910127750000022,0.3782184614680276,0.254326384945676,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8974712736621708,8.209051943648259,6.551154172661854,0.9762220172706676,0.979716407840432,1.0,-0.2653686645511279,20.517624332169937,15.940674358974372,0.039969858244857,0.0751152335984968,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8826877987262588,8.377512002960557,6.621757194244605,0.972688388570894,0.9652840613322958,3.0,-0.0022886573828078,24.093421520316305,19.78912564102564,0.2784362350298568,0.2218695465414255,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8785606088269994,8.12408217834387,6.4008131782945785,0.969980219659311,0.9741412742484404,0.0,0.0822404839468319,25.929282500939365,21.42301122448979,0.2961090810300132,0.2210979987121371,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8810833111133257,8.664384802850705,6.778224809160308,0.971494479314602,0.9718036383440156,1.0,-0.118319090131121,20.91130965343161,17.28128723404255,0.166375175273293,0.1045197740140271,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8876918260284842,8.608797030743307,6.774632239382239,0.9764261067457746,0.9750885648592712,4.0,-0.2383324384597833,21.193442128744888,17.788936597938143,0.1932298596069901,0.110956967687069,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8862694002503466,8.300324390778922,6.500269713261648,0.9723352569373448,0.9684915904777964,2.0,-0.0301791005502214,23.93901889954269,19.61426753246753,0.1381143986954828,0.138387927861612,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8840674988448971,8.672325614384665,7.071102788844626,0.9732678792183992,0.974383764122724,1.0,0.1116756083267557,20.32553189193804,15.226113333333334,0.3724250948076049,0.2457242528627702,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8826795343937375,8.311912232355372,6.592949609374999,0.9766297169980496,0.9728375458110236,2.0,0.0784454988749384,23.426930764400183,17.886915999999996,0.3216645563019896,0.2427910074748625,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8794835006941947,8.26332603613521,6.468125800000004,0.97405823657001,0.9681935146691396,3.0,0.0354993082219882,24.62631929035804,19.723642452830184,0.2279436318290004,0.2653866306637741,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8870847241740275,8.50716700958199,6.790660116731515,0.9738788382596588,0.9722555617986984,4.0,0.0096236457550218,21.56503930061796,17.706188383838384,0.1904094940670739,0.1662286099512923,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.889410199152363,7.609036099902616,5.956382575757578,0.9770134622194712,0.9749973626948316,0.0,0.1328715980992958,26.3200784313165,21.86843695652173,0.3838715889745877,0.2591742058782732,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8771136966552668,8.662871486827571,6.878301145038172,0.9750398695923684,0.9723714530601268,4.0,0.1711323471469392,21.419088298281384,17.2035085106383,0.4171039735926811,0.3160290287526625,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8850130370117878,8.041160782989143,6.445039145907478,0.9790336308139777,0.974458738371337,3.0,-0.008270800953011,24.19106924707201,18.643374,0.4100287450935916,0.3871293537036303,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8692398121352276,8.936899606991455,6.972883011583013,0.9727938183582904,0.9683796288705414,2.0,-0.0297341649475708,22.58910403137959,18.01453144329897,0.2023687047956366,0.1418056418507881,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8732810407802714,8.52340316005611,6.615243636363635,0.9737946991701912,0.9711263129685236,0.0,0.1669245489467201,22.722638234571896,18.33989444444445,0.4160524940783616,0.4537488708220415,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8805694826527294,8.482568351667684,6.628193571428569,0.9749832755158788,0.9701205441675248,1.0,0.1071698466751004,22.55383454078613,18.16844078947368,0.3508530086600257,0.2855248498005853,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8883647457998084,8.231609468797977,6.584651156716421,0.974622769247442,0.9744548937225668,1.0,0.037886659045779,22.89077148634716,19.78556045454545,0.3867283580976818,0.3395089993307739,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8861603435242967,8.661907470737889,7.029455330578512,0.9750855094232598,0.9766580858022812,0.0,-0.1767512790467669,20.46143834578379,16.79837587719298,0.1651652364900856,0.1007191039452541,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8859265944476022,7.9629485975353,6.454096377358463,0.9741978987697276,0.9759241929259682,2.0,0.0273689931149713,25.676127965412032,20.33620604395605,0.202482388411494,0.28304891742351,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8900510103867388,8.26083597633837,6.652921782006906,0.9741730322686596,0.9718794499412248,3.0,0.0095682197879438,21.78138892030403,17.7228479850746,0.2276723221490361,0.2539932755461588,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8892753154550435,7.899882131761447,6.295909779411765,0.9747727168736368,0.9760555796079085,4.0,-0.0288924271572414,26.77376222703292,22.10551702380952,0.0689277174803942,0.0870709729675002,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8923777164644257,7.690113691894075,6.141701821428543,0.9733974514905098,0.9768434293192116,4.0,-0.1128728465047863,29.18456797997605,23.32187151315788,0.0955204728245363,0.1448803827751196,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8784300272466311,8.646327679065529,6.978426168582378,0.9779776047207822,0.9732886634211044,3.0,0.2829148409501592,19.33618293292032,15.730195789473685,0.5759643712093245,0.4768003807433336,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.888380870547913,8.105363528565286,6.472810392156917,0.9762384102917268,0.9718586960536184,2.0,-0.1006853499092765,25.72186717703425,21.5358856930693,0.187698020453925,0.0946834130794408,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8783722308463136,8.176190322717805,6.687034731800749,0.9735156450062344,0.9729739671449906,1.0,0.1768107505182059,24.275007214859176,19.107246578947382,0.4235860634293388,0.3467945128779395,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.883944115360581,8.927980421092089,7.260641834677411,0.9756648401136668,0.9736407170157668,0.0,-0.0011544039322877,18.97587796648993,15.448760787037036,0.2686560151017639,0.1752550801680527,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8865288888064998,7.893933450771925,6.314583883161507,0.9759112623753152,0.974434118521648,3.0,0.2035796478506343,25.271639271491768,20.33451546153848,0.4748007165662238,0.3566035468257766,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8848267575628631,8.213244233094988,6.515470426356615,0.9773673511959902,0.9726267177743187,4.0,0.0518871534071971,24.22370076287791,19.874263265306148,0.2828459029687418,0.2615342928760475,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8845763798087747,7.839388950378961,6.312852509652499,0.9745945865452672,0.9751016795389428,2.0,0.0524986207124197,26.87965456416809,21.825953556701,0.2658197864261778,0.2287502629917946,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859769789354034,7.642770572859659,6.111799437751014,0.9751904242435,0.9727102338813703,1.0,0.0193744868650427,27.71120436554024,22.756953738317755,0.2140999458488124,0.1587270487451829,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8814023377865882,8.599876275783323,6.908932464788747,0.9752537317388278,0.9734877208982944,0.0,0.1068868652405776,20.14468752082801,16.36286208333333,0.39989088217084,0.1952215576564409,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8877961157570959,8.177073367173547,6.644924318181821,0.9738617992598788,0.9701607084774436,4.0,-0.0580985148505801,25.046977839110625,19.477526847826088,0.2446351689597123,0.1963395368609141,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8855778550246258,8.303478538144217,6.677830795454543,0.9755503761320422,0.9723537070238696,3.0,0.0384382604290375,23.39325572352544,19.15044771739132,0.275424598249237,0.1359837553134769,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8743342623601672,8.20964627061066,6.584596776556758,0.9792126474941396,0.9743326529585296,2.0,-0.2507116048989004,27.09744462756292,20.88814915662651,0.2295145572136723,0.2526998520336896,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8839451718890006,8.42654618430778,6.821366620209054,0.9736794079456818,0.970534770651364,1.0,0.0434573542418565,22.4130343754756,17.84112550724641,0.2791554021133456,0.0689806357325539,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.887034169191941,8.244142583109385,6.694717026022312,0.9735948493504296,0.9721742681994632,0.0,-0.0676771980186448,24.76823250698482,19.25811218390805,0.1902848717477827,0.1397542272114237,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8816325788493262,8.39044932540706,6.761051684981667,0.9750133935620692,0.9726126732925836,4.0,0.1946801160287161,21.66089278626398,17.44494662650602,0.4554477821497826,0.3125305010879113,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8815457173260108,8.46434398756118,6.782993373015858,0.9772875104955564,0.9712671776793012,3.0,0.0615136844245904,22.482918264456657,18.010083653846163,0.2790356413440931,0.225041209014239,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8847093279029685,7.944232533326087,6.459806966292137,0.9756792765758608,0.973622707981578,2.0,-0.0142465443772907,27.332478724017072,21.39091516853932,0.204182137924359,0.1580524344569288,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8839924523957284,7.954551814826209,6.373587316176457,0.9753947583581806,0.9752007592374916,1.0,0.0712810930357259,26.52885918657517,21.81209630952384,0.2817651121884951,0.1832945226283284,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8819416164517137,8.413170396807553,6.726330310077516,0.9760287252379736,0.9722733143122486,0.0,-0.0220368970948496,24.380471696570773,19.982709081632656,0.2315640824132727,0.1411298163521644,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8923750583202259,8.31270747586814,6.668760669291336,0.976877337105594,0.9727946290433626,1.0,0.0593834248251119,21.230745797476548,17.17943970588236,0.2745379070106335,0.1298102069267078,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8855519465404034,8.266505247786002,6.561217762711873,0.97339481258159,0.9693045231753498,4.0,0.0481758876924972,23.5805916809289,19.723821147540978,0.3124973809994388,0.1851930195663669,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8844150738064177,8.472718848631594,6.832183671328668,0.976663237227078,0.9740186342762202,3.0,0.2180983419325427,19.23791168247419,15.133380285714289,0.4718554973384986,0.3029481235237512,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8929175455679252,7.756630558624769,6.290223098591548,0.9734795429756246,0.9763707751846754,2.0,0.0128412401614679,26.760024813032743,21.029025833333343,0.208542905877627,0.2627821724869766,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8882144633285182,8.247442871421681,6.640744676258996,0.9740938480253656,0.9706733959346298,0.0,0.0103090255253507,23.3198845751478,18.816708205128226,0.2531806525138054,0.186484401674275,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8887473910303273,8.336763781792072,6.735966000000006,0.9712560658977972,0.9729822514050472,3.0,0.1161660870133999,21.031723312511904,17.098353773584904,0.367022651366187,0.2514415556024816,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8914321618709297,8.359045636439335,6.686695849056608,0.9743751024550152,0.9736561261516836,4.0,0.0998282531600158,19.894042993713324,16.14207802197802,0.3210167773321625,0.2002707437490046,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8733548699501448,8.498925790041506,6.765319534050181,0.9720764175817872,0.9662044371165026,1.0,0.1436006389061133,23.47930830582468,18.801417532467536,0.4146248392677957,0.4128294446626789,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8944017050566027,7.504815100561682,5.924792217898833,0.9731232608829244,0.9704816521708972,2.0,-0.1187516179854946,29.04748378657501,23.19319444444444,0.1060599451749801,0.116734693877551,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8925500416217169,7.997622710736356,6.445191477272726,0.9742455401824665,0.966545434861547,0.0,-0.1075408572781833,25.678955383413,20.315961956521736,0.1612753216708164,0.0810384886589891,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8705592015681339,8.890798841688385,7.119511380597015,0.9650042254607524,0.9651690054930966,2.0,0.1320741610432754,21.829555462888603,17.042214772727274,0.3818607056697125,0.3112883981238922,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8747893718798226,8.141980627244081,6.5034704198473285,0.9701339758735312,0.9664061359698256,3.0,0.0562187515366998,27.03760954927296,21.9345829787234,0.2461198570646624,0.1289672362099483,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8812386860396234,7.861581177141581,6.213335658914732,0.9713741708517588,0.9707019690411962,4.0,0.0543120183316756,27.261553615514213,22.106267857142853,0.2346945337321533,0.0761687992910378,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8917593109366713,8.165260215361542,6.553349056603776,0.9699374264106082,0.967313201945804,1.0,-0.1697495467240646,24.67885160430056,19.4548131868132,0.1187265321753361,0.0594205264398978,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.869828818723813,8.89717089582936,7.272287596899225,0.9718426912467548,0.9669365225748232,0.0,0.2123088456586517,21.00019238028681,16.204839285714286,0.4621265707972372,0.4277503450803858,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8787404656927443,7.886396973585043,6.2987269083969455,0.9706391253754092,0.9665187388575234,1.0,0.0052187368006562,27.976253593008938,22.70347393617021,0.3048485899630108,0.2092475526496405,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8789342570114193,8.60262493093846,6.704213888888894,0.96871659989352,0.96167704741451,2.0,0.0756202023806774,22.42902183918741,18.202304098360653,0.3248757517637567,0.2760095168873704,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8844617459855467,7.9193919463254385,6.2923098615917,0.9730290412608802,0.9721369771111492,4.0,-0.0086747602298409,28.79546755853345,23.77202686567165,0.1383435251579368,0.1075105754649213,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8792951843896974,8.291067425411525,6.546926936619721,0.9713440176532248,0.9651322345735408,0.0,0.1039073843045782,24.07000045803688,20.141970138888883,0.3292790473842564,0.2954095988805348,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8932006038291156,8.285850262478542,6.607487058823532,0.971076972524262,0.9666553586149148,3.0,-0.3007011598265037,24.341835176316625,19.75638564356436,0.0992236085835105,0.1139264466535611,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8901288906375314,8.205743457026522,6.535237396226432,0.9731809326033438,0.9693753814620872,3.0,-0.071382962281699,24.155722229118663,19.71529241758238,0.2368040641685897,0.1628125497690715,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8843232771918753,8.345816485868552,6.695155776892459,0.9782733947379588,0.9725072728224166,4.0,0.1773836214403659,21.81468279927166,17.289646095238112,0.4435947961582977,0.4044795886380696,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8970607636018111,7.991716348744781,6.374498250950589,0.9767012397551744,0.971362812687596,1.0,-0.0208331589381087,23.154474946832785,18.78334225806453,0.1891736311972063,0.141774871591179,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8870252044514496,8.441438537098808,6.7719854347826,0.9742643518880504,0.9680287879487476,2.0,0.0953735785987237,21.90506634500532,17.58502591269839,0.321467621719541,0.2818696119086154,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.877021228442546,8.472364224460755,6.802282338403051,0.9764633851209128,0.9702671261861634,0.0,0.1878464893250445,22.489213338137105,18.493631021505365,0.4654551468866099,0.4397676873582836,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8886200734254827,7.809429844275681,6.289041299212605,0.9743890114821788,0.9721258539956537,4.0,0.0427601421421692,26.000523845307484,22.10149960784313,0.2274662636581092,0.2268702290112605,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8845757282941877,7.983131095744327,6.419157769516716,0.9731244463571088,0.971844284011849,3.0,0.0768168038554432,25.22449955300283,20.052673678160925,0.3742634910178967,0.3165232922650725,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8914905330251635,8.186882767484356,6.578309765886275,0.9746811866359588,0.9709913129830824,0.0,0.0941760892198176,20.450358340762467,16.17778342105264,0.3089886515674123,0.2435182784547576,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8947054701859988,8.0696960201047,6.438463585271317,0.9725410701654228,0.9738919864426518,1.0,-0.0839626327994893,24.028432768367693,19.187229183673445,0.1833273584638207,0.1932437989534742,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8951412588501514,7.714062715058307,6.136006525096481,0.9731664421231712,0.9759678161861588,2.0,0.066629030837258,24.980118002651764,20.176620979381426,0.2811264180053578,0.2086452261912514,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8857651976284431,8.279755117936523,6.616031602316597,0.9725998246366624,0.9702408847584152,1.0,-0.0123863212092025,24.298157214184872,19.154216185567023,0.2483217956251431,0.1979552253568543,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8887058607723136,7.871477592351713,6.28324409774434,0.9733064733473292,0.97206437831718,2.0,-0.0029485678300678,26.620128530756613,22.000465,0.1268849249500847,0.1526690537926493,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859901337213415,8.195638344629888,6.614947372262785,0.9730767026786036,0.9751719668198964,0.0,0.1194955465408306,23.17882175747027,17.516300853658535,0.3520785869889097,0.3514437152403653,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.889674685641748,8.250949681285801,6.582780405405429,0.9765263580741051,0.9714159513763218,3.0,0.1599953284490174,20.8365132128511,16.943746030927826,0.4202302854909318,0.3746659171396124,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8955205876965457,8.014397988510567,6.4230090225563705,0.9721161783486412,0.9731301135892406,4.0,0.0350651781903815,22.491920791384405,17.346959166666675,0.2198688937143746,0.2280693089681853,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8798625388818745,8.88236338100913,7.164837282608699,0.9748441970552058,0.9735871198113027,0.0,0.2498293066609942,16.856092136758495,13.616586625000007,0.5030157091702712,0.3896178482125519,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8797149606723822,8.33959917278217,6.605652296296292,0.974491924144224,0.96901586457742,2.0,0.1063574920868015,24.100530486690584,19.824752093023257,0.3509770823314931,0.3539273635058426,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8812667677206286,7.987844906540753,6.519882679245272,0.9732498883811136,0.972398056847387,3.0,0.126241051044891,25.31181643838145,19.633277252747256,0.3900216419581963,0.3265965918139831,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8856093084091387,8.419516883151696,6.619552508833921,0.9738233303964184,0.9693866219103036,1.0,0.1466228539490712,20.318877161386485,17.319327260273973,0.4166687050481245,0.3856163274235978,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8944679889071041,8.19516021582782,6.534207246376809,0.9719107335597862,0.9704199088716918,4.0,-0.0602863805868079,21.958085897323347,16.899233000000017,0.2147136841678572,0.0334624558283748,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8857154778970964,8.318353083675897,6.6281956704980844,0.9712002009728128,0.968435492838788,2.0,-0.0033459672738931,23.85876070702204,18.95641221052632,0.2558300644447395,0.1872206999616025,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.882412255936929,8.512193832173049,6.824850288065834,0.9725036381294876,0.9694646513415724,0.0,0.0652951998380985,22.14191413364051,18.156026460177014,0.3241722879554936,0.2328752596552951,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8835969448374829,8.172780278229673,6.592696902985073,0.9773479236215163,0.9750571289908444,1.0,0.2289930096845946,22.4775622636368,18.66163261363636,0.5145534126475516,0.4614443084634226,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8885900152894484,8.28719504021729,6.662664501992029,0.97708166941762,0.9723782858578908,3.0,0.1422908229320817,21.06363237191171,16.60273666666667,0.4005444351732373,0.3467301128202419,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8921855694214866,7.691779616706903,6.15666764478765,0.975271421688198,0.974363313368448,4.0,0.0894470049339992,25.58222848026816,21.229473814433,0.3009415847344696,0.1907610982537344,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8830480836096315,8.288610944128516,6.631987836065566,0.9759675933529602,0.9723775938734488,4.0,0.3146335255715247,20.866634318391945,16.837733137254908,0.5931073226159645,0.418552036199095,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.88752444962001,7.768936967331329,6.332841832669319,0.9740683354229008,0.9723583602875944,1.0,0.0844749540290159,25.83690635083212,20.77616028571429,0.3153262242960581,0.2420659501365167,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.896562829806679,8.138045655461227,6.66148048507463,0.9750323166648424,0.9744765616811184,3.0,0.0445454259977446,20.69394531803225,15.717102727272726,0.2415527063597267,0.2148392096086788,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8911162916746058,8.172819567363762,6.62374231023102,0.9747285157921342,0.9715993295520026,0.0,0.1589767022540336,19.46194301992093,15.83405018867924,0.4453058890870346,0.3133365586195775,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8779706458277624,8.832307078359134,7.070361640624986,0.9711345006143428,0.9651907833478394,2.0,0.2492851872499805,19.030862531083244,15.467156600000008,0.5167334855468535,0.4358788955282009,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.884750493058585,7.824204087686397,6.247836481481482,0.9692352796680076,0.9672523786360314,3.0,0.1228447166304769,26.358221485726432,21.466084302325584,0.3643241325737069,0.3238548988159819,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8841846012751597,8.564763274531481,6.797243109540638,0.9682718845350284,0.9646636163976396,2.0,-0.1104626188499759,21.117444924059463,18.154146575342462,0.175804774187835,0.1761874643468983,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8854916374813213,8.58024539788611,6.9125534883720965,0.973924545332097,0.9692684593636952,4.0,0.1413288896489323,19.92238912082987,15.553412755102045,0.416479216428022,0.3149408505675922,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8796722571895839,8.697828795082488,6.890010188679248,0.9704570736533554,0.9667494476568544,1.0,0.1338854899125623,20.75092467713027,16.678453846153847,0.3895479287519417,0.3298773690078038,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8942716158400204,7.862173049976813,6.27526725352113,0.9730298828342124,0.9670284276985336,0.0,0.1486618511475896,23.281876784475514,18.399366666666666,0.3860621766716999,0.3214058895039988,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8936545284966166,8.231955387986234,6.653982156133831,0.9714186994287366,0.9721722602964512,4.0,-0.1591373776358651,23.032671888336704,17.85795,0.0317665752715873,0.0349748487278559,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8757779520355999,8.516167877891155,6.737630474452556,0.9693926623648303,0.9640414639865552,3.0,0.1854728723453915,22.48474327516734,17.91561463414634,0.4512225445185378,0.3461107301836071,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8811139515913013,8.32054825122814,6.497794531250001,0.9720710204428952,0.9694484360328326,2.0,0.0930657024681771,23.794125751605687,19.7478785,0.3307036559602958,0.308696721858074,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8842619186638951,8.472391548034308,6.650382421875003,0.972728079261712,0.9659513221444308,1.0,0.0935656368752084,21.90600005437494,17.564007499999995,0.3254525604595276,0.2931370725349657,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8786291340311423,7.973000254041328,6.27156725978648,0.9702147043386128,0.964353700657948,0.0,0.2177727568684765,25.68044832356385,21.441626,0.504630325150292,0.4543560053884862,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8886946906990605,7.529358291289295,6.1055133587786266,0.9699655831615523,0.9682122020096876,4.0,0.0002103916591409,28.65781270086801,23.28461595744681,0.2455684746864539,0.2199978326048477,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8819648879711116,8.641711857959308,7.028507116788325,0.96998283116979,0.9694887371672783,0.0,0.0443866083966473,19.28868783890937,15.491163414634146,0.3127333307331241,0.235828059276134,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8895362558089943,8.007971153468752,6.370825868725871,0.9702783180860308,0.9700796065230682,1.0,-0.0007172287851402,25.1883463518125,20.46255773195876,0.1660661173975094,0.1100430651918982,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8589769596230169,8.898439005811877,6.891126131687241,0.96721589710328,0.9578064285469756,3.0,0.0650835369509662,23.88444212135744,19.57025265486725,0.2674759736777649,0.2590876766926252,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.872947636424014,8.702040188737618,7.021630565371028,0.969209160676144,0.9609266069110988,2.0,0.1643624107203044,20.54853893260944,16.65041301369863,0.453307339252188,0.3306054131701854,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8271987977755257,10.278660749701473,7.855108855322738,0.9364817174454666,0.9164120477959814,2.0,0.017021948213411,23.147412917342884,19.186348898809523,0.2976698114072858,0.2057201644100811,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7891050626895921,10.794571772974304,8.320340407255848,0.9092399765800602,0.8891462628447505,4.0,-0.0805189365886485,28.98374431082947,23.54745643925069,0.0995743801568768,0.1000362659348433,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8034868430310127,10.34510929087912,8.03858892443718,0.9191889019805032,0.9057669444707308,3.0,-0.018146901280085,27.44032680923845,22.18952933917901,0.2061129483416888,0.2111294306002491,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8456528631986144,9.689688430196949,7.498356551572122,0.941699679134967,0.9271085878899142,0.0,-0.436321259445606,27.42156168663469,21.211145537107427,0.0420187442324425,0.0212051918568974,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8394597914472756,10.178412194310877,7.904181054067434,0.93480993880873,0.9237931092637188,1.0,-0.51567650672135,24.714153491465147,19.79863126229562,-0.0817858110360058,-0.0539240749896395,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8238008477687294,10.415505308625978,8.141096961681004,0.9341563706850792,0.9238236280117512,2.0,-0.0585994062681101,21.460454620327887,17.45941373688929,0.2463565046269065,0.2834472080551379,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8541514791157383,9.573407251530108,7.373688983634799,0.9462521160446622,0.9334122937173412,1.0,-0.399163046463415,26.23652986098991,21.08969534633137,0.0213724238874781,0.0127863866907563,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8235477925475356,10.345734571541966,8.243891127437607,0.92984294773461,0.9183997531371962,0.0,-0.1276781049755868,24.423629476965857,18.707371654918514,0.0961001069042422,0.1402098500425856,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8443999294065774,9.925048559272703,7.78205433985924,0.9418929950414848,0.9282836979953464,3.0,-0.0979768125982301,22.95907365933516,18.721468418214297,0.2377571120631048,0.1537736839909604,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.834111339940427,10.250161152839098,8.019896882593358,0.9321344518257676,0.9134159795212686,4.0,-0.341177148088853,25.29439023400783,19.60955716843036,0.029644941306947,0.0088449681657497,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8235913831468074,10.199725122179654,8.071390756948086,0.935693945976498,0.9227212990438368,3.0,0.0805493705749847,23.755961931748004,19.80381964744692,0.366861776228281,0.1730766203898604,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8080288232441367,10.3231779697335,7.960236893813993,0.9215786598958462,0.9022262403047984,0.0,0.0523329950953754,26.624222410041803,22.375680590358208,0.2796657227708596,0.3151051116315049,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8266339605666976,10.720923380731168,8.353054645477705,0.9291524598364412,0.9110292879063964,4.0,-0.5675073867449736,23.84159404692049,18.945161139979103,-0.0153327945436246,-0.0260080508712458,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8236242171668906,10.686069616128758,8.229357759236025,0.9286112730199788,0.9079524302717592,2.0,-0.5394271551648435,24.53008197761153,19.66467938510724,0.042394069162398,0.0265596806834802,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8162217196288621,10.521690424147392,8.144128591056976,0.9246537869875724,0.9061773062438708,1.0,-0.0579095421265543,24.694962882806063,20.40993822564752,0.2258108783733416,0.1563297230230856,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8303786971967677,10.313338474769996,8.097842013501193,0.9366305488201904,0.92486323077389,2.0,-0.088978010034538,23.454460470149552,18.706959935087685,0.3653423972434935,0.246764699730917,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8332173117311644,10.4563969500937,8.26101920697342,0.9341185481698002,0.9178440602971272,0.0,-0.2631392337342539,22.498011906646106,18.05530669930446,0.0772417309755114,0.0841366923506445,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8055599963327369,11.128339935094568,8.584094464041517,0.9272568835382252,0.9105939974228432,3.0,0.1015789787583154,20.74644954554636,16.841997547619084,0.4130653292156809,0.2629651235284612,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8297579166045026,9.89907113901061,7.80991484640839,0.9378424597988956,0.924111926259956,1.0,0.0405635106280876,25.71212115922667,20.88212066406456,0.2920531277600738,0.0333963536627167,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8411643007530618,9.872428751818672,7.821948028583363,0.944621457886617,0.9337076441632968,4.0,-0.0231556217206434,23.41712551122248,18.421537532804244,0.2763376867489179,0.1354444916043101,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8188086091435843,10.524896127671004,8.262350341817186,0.9284903450232777,0.915828169547552,3.0,0.0014365314551285,22.267653538033542,17.79819123160174,0.3353896954727059,0.2239061456733682,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8317762487064155,10.04751373647536,8.01967559300596,0.9374732213405572,0.9271723585000586,2.0,-0.0125504479153617,24.208932694430047,18.1021053664286,0.2874023554066731,0.1421872046831227,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.822196337511474,9.979902623232274,7.773744854887832,0.92972682455345,0.9120101910790666,1.0,-0.0099343912472869,26.725733961889965,21.00570065508869,0.2774218061580158,0.3285501405646286,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8320938836364203,10.03236245087143,7.933216141616159,0.9399643025431768,0.9218397904666578,0.0,0.0237186820706931,23.844415604079888,19.584095165000992,0.3140233527824552,0.2953352079075618,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8091029409951536,10.93068878962016,8.418250570429363,0.9211680582334476,0.9065530611836776,4.0,-0.1090752106607497,23.07789442199612,18.37932713390313,0.2545264552558348,0.1990174320493508,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8386286118267103,9.938336235083035,7.833722132586377,0.9418392423094673,0.9316217372780706,2.0,-0.0656325852811157,23.944110402085823,19.39023497909791,0.2662061797498284,0.1766256155850634,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8139076917849275,10.0528905294987,7.703665868629909,0.9284766607725824,0.9064934067191728,3.0,0.0925601424984539,25.82809100989896,21.674853180423284,0.3373199848595463,0.2512460642670894,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8179686752434059,10.696601433074674,8.222882758207085,0.9238875631743916,0.9031819882849392,4.0,-0.183950328595055,23.52039671244914,18.34998516097309,0.1212354049864571,0.0948085526314295,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8254443646519488,10.160048041472349,7.741778896235319,0.9342728983999532,0.9175430844332856,1.0,-0.0135840097218833,24.238474230597635,19.204813455573817,0.2874459802271165,0.1302604480140531,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8094696901750074,10.069810990199583,7.801025943327455,0.9191780733697024,0.9076195662922696,0.0,-0.0997734093366973,29.49244938754771,23.9589060775194,0.0819991765189982,0.0695332217095555,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8216979589646524,10.5616169492207,8.333533794481696,0.929307776656382,0.9175198898862532,3.0,-0.2726873591611178,23.38473612630193,19.063840048221824,0.2294980759807767,0.2405319052222092,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8093034747592525,10.497970900094218,8.293947682837638,0.9215937870999176,0.9033870574199436,2.0,0.0132390229311003,25.4583359895122,18.843988936130003,0.3447118315026571,0.2275482163884697,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8269270292185935,10.524676851919262,8.146876348008389,0.9327928959580934,0.9110666708655288,0.0,-0.2418052783679201,23.71327775584854,18.917961538461537,0.1181737187186296,-0.0080469197958874,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8223301194872474,9.741172767503151,7.335778439051296,0.928101344836652,0.9087363750481552,4.0,-0.091626722050528,28.23232048037369,23.024397522500408,0.1894824764327846,0.1330037115506762,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8154107195333723,10.50700453319008,8.072591227851609,0.9295504441434644,0.9195965748710736,1.0,0.0386681880088944,23.777224465729724,19.60780127915452,0.2814051153833934,0.1868972970681247,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8151283926600851,10.512551289892874,8.057193442702287,0.9283146496042818,0.9076111402325222,0.0,-0.0379747833785748,24.18574458760476,19.183892220779228,0.2705753940623489,0.1532966500697566,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8063528602918981,10.787692825948865,8.334446789145485,0.9188941682916172,0.8993700235772369,4.0,-0.4617711957262651,26.290245607583795,21.90829773015873,0.1141486228295407,0.0701711783424232,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7915444518782127,10.688932423638532,8.146882484156597,0.9122750903934214,0.9004590918086738,3.0,-0.0338497883318029,27.663335868167582,22.23704157196969,0.2200140866353368,0.1255443086209212,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7860083916080258,11.049904620887,8.445357003135754,0.9092752333901586,0.8944224124406147,2.0,0.0762483046106643,25.380016173789983,20.86089481632653,0.3924243836039702,0.2237104563612323,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8202352547655801,10.622410034825949,8.346353251541625,0.92677938211385,0.9153098074015074,1.0,-0.1571517440911534,23.367864169699285,17.65375522741148,0.1184504874865284,0.1800132781456288,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8192743795553666,10.448833351903302,8.140077355409602,0.927443884230502,0.9109024779859008,1.0,-0.0817968994549349,24.792601575381457,19.37895246616542,0.3592527316179166,0.3577810207264693,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8010960026797144,10.866424131904855,8.361053254636312,0.9179460040854812,0.9008697458552034,0.0,-0.0002100719809849,24.090047856917344,17.007688918482646,0.3797090773951174,0.3048306497692543,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8327463655812563,10.057858536780618,7.696746929371227,0.9311370685584576,0.9152246049200488,4.0,-0.1519104736748178,25.62663194753164,19.76561681972789,0.2041361970176587,0.1407736349951564,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8268153463446419,10.156819695041966,7.947575190476192,0.9384497177762086,0.9228054504061028,3.0,-0.0172191997335633,24.437382366393926,18.95500997267759,0.278395065053052,0.1386622950176457,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7964101095522477,10.394016098086642,8.138697523659777,0.915417512646078,0.9000825720021134,2.0,0.0175584732915976,27.71015567664595,22.36981337781265,0.2429757515997429,0.204494417837972,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5252661176478473,15.898973618423309,12.472017174923112,0.7271485578176593,0.6668393908672845,1.0,-0.1567228413924517,30.78560483402834,25.788606611575368,0.0294898532103749,0.0132802126629116,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5446636124460487,16.610923384996877,13.266767478591074,0.7425525048520727,0.6642008322110284,3.0,-0.0495112899813952,23.99665629119188,19.538178061017263,0.4017349026187777,0.3177551465773186,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5922170789297554,15.554543208602908,12.479113841862365,0.773927549970021,0.7287618561641965,2.0,-0.18107882525435,26.661559179781364,21.49652548194941,0.0823005605586677,-0.0297312515423106,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6351271114490147,15.288301063306328,12.049519212382997,0.801997253443909,0.7541484980421822,4.0,-0.2137929533088192,24.61473394301841,20.2587992485099,0.2128237191577884,0.124572176312149,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5721501729743226,16.08703122641303,12.862682421908678,0.7595863938145204,0.686453816789275,0.0,-0.1988532774655269,24.88962044746175,19.269145277620865,0.2122931840728416,0.149255107569544,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4595044191954635,17.146298562184022,13.838945794552677,0.6789048247759114,0.582780420491213,2.0,-0.1336529147437459,28.725378670979456,22.88031499479731,-0.0614194245773923,-0.0637356511394995,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5722464506499034,16.050703258248635,12.65513843429348,0.7612798113124923,0.7134488994638444,0.0,-0.0199329768193692,24.12892051097822,18.554551782042488,0.2965503146841475,0.1988826242902649,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5484665616003428,16.079468052916486,12.837599139466688,0.7426920018061667,0.6773391005360452,1.0,-0.1917155827920318,27.52336474778297,21.51831520778829,0.0672843568918439,0.099205082323111,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5824929952443778,15.786558512264964,12.435104070998417,0.7661752232683345,0.7111088329047146,3.0,-0.0533155342001401,24.94775276741701,19.3858587853254,0.2690462606215574,0.2282173655684953,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5638304767431855,15.801203557340571,12.51838637296628,0.7574068773141402,0.6805762251746872,4.0,-0.124428642413954,26.62857505902061,22.4633712963858,0.2671337350635937,0.1706563817869731,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4998196439179044,16.058760649382982,12.63117905262142,0.7111147995201866,0.6616191709622169,3.0,-0.0019786318253449,28.11832547532757,23.147707635195523,0.255303660107736,0.1418242247037612,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4918524960394952,17.07608035266688,13.42032197069306,0.7036277730109921,0.6393182729740382,2.0,-0.0729130725396272,26.360267820021267,21.013785828459994,0.1673450872035287,0.1848563252994428,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5808312522898044,16.00863320457759,12.84257468752712,0.7656494783869947,0.7071430206745807,0.0,-0.462715473469597,28.14981775821648,22.3100977290444,0.0130521794999523,0.0035886084781344,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5015686020119208,16.518996652407452,12.976742865442011,0.7116642705671287,0.645430525070781,4.0,-0.0795594258838225,27.557219747202705,22.23502299265491,0.2138638582531728,0.1649837257582059,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5658074851871673,16.32655911253589,12.935190845940028,0.7556460252271264,0.6941612176814014,1.0,-0.158472938077308,24.03392512246053,18.543687947137,0.2579261825740865,0.1760976455247391,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5683078617323103,16.254397138596225,12.975585611188793,0.7581112663918972,0.6868522360996339,2.0,0.047727798617144,22.32283064060196,18.20642744198062,0.3038152323172183,0.3014585827669542,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5927512915743669,16.526026124604282,13.17965103899509,0.7739466370036978,0.7187567775877534,3.0,-0.4467731768957901,22.446416447881848,17.90673875655288,0.1006681928398961,0.0834671478503436,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4920342130367927,16.653445213509652,13.421929541813231,0.7033897652241892,0.6152551950366043,0.0,-0.0283929109707243,27.45051527151436,23.44179349877244,0.2052400564630786,0.113852401973449,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5369454540529653,16.260264903097408,13.055367750902567,0.7397502182171102,0.6850197618354582,1.0,-0.009046754323307,26.25534857405801,21.82639458062691,0.2541678753089608,0.1902647903644702,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5277912988639213,16.093912345396173,12.867593595774045,0.7298203376970553,0.6647733393562949,4.0,-0.0591692451015557,27.30997995714928,22.803545780859665,0.2165535840120698,0.1447241022339529,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4805753671814514,16.583957080916598,13.317809024827936,0.6957315997489947,0.6206413739853034,0.0,-0.0087445061492594,27.87416399802749,22.33224278759242,0.2350990332453153,0.1476294768885847,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5948538032137762,16.389153167834934,13.18603857420264,0.7772227648110462,0.7126231713951323,4.0,-0.2066154567536329,23.26899879734625,18.66795326745072,0.2898699797431986,0.2002691649595327,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6075778732275945,15.295404946633036,12.173400154319832,0.78509887952568,0.7265387059524828,1.0,-0.055832647640073,25.03524605295576,20.585970969277263,0.2539564884718652,0.1082153936797285,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5286916228669638,17.158815884354393,13.763012379219136,0.7306974671956533,0.6418896011308541,2.0,-0.419610331927587,24.142211990446786,19.792626470015943,0.1440488552977913,0.1620015792765715,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.54158608853049,17.04828673207585,13.704243746182712,0.7405170999858764,0.6638333342788816,3.0,-0.3043345065767715,23.948986093681462,19.050499162035607,0.1977824201595777,0.1268097378966707,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5771457436759964,16.213188089850142,12.698016944986575,0.7638205091242618,0.6922494339267941,4.0,-0.1322401878934291,23.732396669688224,19.517598818443822,0.2136130578878018,0.192465664586262,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4731269199780251,16.932034953306914,13.45964567112252,0.6895622593534041,0.6206470274941789,0.0,-0.1094730419603911,30.342708197289166,23.74551479489089,0.1837000569629737,0.1547271579248449,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5963655687536391,15.552680917911747,12.432006869912495,0.7788537293577243,0.7167970450972879,2.0,-0.0098434038902852,24.16621126215659,20.10842911045077,0.32698444262846,0.2269910882234873,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.556364841889623,16.435881892968116,13.129204392176414,0.7509521464262667,0.6870826491544548,1.0,-0.042804525565754,23.37065277692413,18.427737531195987,0.2808596352783487,0.242198881924894,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5445077728521588,17.102977429552954,13.540738763658515,0.7413335605908886,0.6582723681125183,3.0,-0.2374043370161427,21.87019836652511,18.092175777194885,0.2172324413290281,0.2041052589607736,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5814659475475321,15.920451697867724,12.565122635902988,0.7686773010405054,0.6993003000299429,0.0,-0.0985874766482508,24.263701584906496,19.691551238339752,0.2078133984141646,0.1837196647367108,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5212852434660904,16.693195829883763,13.253630250254933,0.7241337128186811,0.6609312985396907,1.0,-0.2011178607535713,27.47595005616677,21.183726375530025,0.0361405463912212,0.0374660399236067,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5102789401007968,17.090372120607828,13.631491923395494,0.7173420009125775,0.6253288466318725,2.0,-0.2903361479960498,25.70724658746386,21.03700398233336,0.1378978841435178,0.1286484843319953,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5548361551526106,16.019273780703866,12.756119738550533,0.751825085150739,0.6837624588916523,3.0,0.0045082560550838,25.887489455873386,21.04984982511032,0.3034499526407991,0.1908391480724604,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5650480654874968,16.19957718411297,12.707159466239778,0.7544352529990301,0.705225493471497,4.0,-0.0305623815972033,24.15310976686183,18.351975016079933,0.2904866296104308,0.2124981324077414,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.54523291703566,16.402906420289845,13.143581109315788,0.7435097805440085,0.6748104193689007,3.0,0.0623259621754206,23.83342193789912,19.977087042298443,0.3783514919495982,0.2749335059354006,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4869910164043237,16.524768350994353,13.187557243184331,0.6997047197229109,0.6350602801142147,0.0,0.0019423343019402,27.379857575381312,21.6933132185522,0.2924464128417529,0.1538819637041939,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5013101342113968,16.342082994061975,12.86133493100205,0.7116492148928497,0.6439664265028522,1.0,-0.0375376301179455,25.17933315853216,19.66677715783001,0.3749137661098484,0.2553613207183806,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4805144696695937,16.748229141550368,13.432675432066617,0.6950063496824688,0.623516555742469,2.0,-0.1589460430696025,29.56169439381388,22.70968117571711,0.0528818412781908,0.107386105091521,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6042913792161342,15.647647748118684,12.272094862000614,0.7803307031112318,0.7204144127882645,4.0,-0.2197086643569497,25.231989352934413,20.481928529944177,0.1988917522373977,0.1595102394006126,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5599528158527721,16.215218552017454,12.812583128023562,0.7519254380535505,0.6727974079218121,4.0,-0.1205628408752064,24.94150540998873,20.416527042082336,0.1426993568672786,0.1357383707018563,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5733674872151087,16.35329075638422,13.1588194882718,0.7595272504909598,0.6973059878456012,3.0,-0.3356775461284469,24.93423422382414,19.51442314296545,0.0403759726890085,0.0499826824122048,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5648572453960099,16.043235779670088,12.581728282572476,0.7538875519161036,0.6948260624536127,2.0,-0.0527523693183764,25.33041983364684,19.46802527684935,0.2581901640017267,0.1975862332747441,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5295015184168104,16.21840188249064,13.014767750918606,0.7294221039206252,0.6727531387744224,1.0,-0.2980088050270049,29.69502295299753,23.247442035479608,-0.0161170818906875,-0.0272026092332467,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5830667378316227,15.42358858344639,12.102285541825598,0.7708376781201618,0.707036386384034,0.0,-0.0999149707014137,26.228127024963744,21.6147015398234,0.2418133684996373,0.1334009379221726,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8901977747539916,8.09245093813393,6.466400649122772,0.977838585085571,0.9755131847946814,0.0,0.0617487410774929,23.22270736456028,18.09143612676054,0.3758974477367103,0.3706436170788964,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8951832724570566,8.199476430378558,6.476000824561387,0.9792916137401844,0.9772362960109096,4.0,-0.0891425425661787,21.006052416645367,17.243596901408445,0.1873686575181756,0.1843393695506371,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8873969066489459,8.070495276550476,6.481519789473691,0.97758363193989,0.9755718887123856,3.0,0.1474098273121896,23.67246188951278,18.324250281690134,0.4073926533025177,0.3869583078464949,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8842868371406143,8.355193938988489,6.771326999999963,0.9788625216795932,0.9787521746257856,2.0,0.1412442953340833,21.592325867932235,17.469601830985916,0.4356492593865989,0.4304158283031522,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8790959034208065,8.535929313475215,6.898122157894735,0.9813476578373874,0.979190866059282,1.0,0.3212514399472151,19.545695143693823,14.951167042253498,0.6109533165865219,0.5707914151576122,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8841918705467845,8.349495591804272,6.64292821052628,0.9760651922309522,0.972948601877314,0.0,0.165612169297077,21.793476067012413,17.867227816901405,0.4094039542759879,0.3865861837692823,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8872223156463773,8.117816636975752,6.491470614035057,0.9783422381077967,0.9743810256587724,4.0,0.0870218074260172,23.955145433716684,18.018582042253527,0.3600898695727467,0.3209590878604963,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8842004028798197,7.874307302793038,6.371291596491229,0.980478953810231,0.9795353327870748,3.0,0.0397680267671306,28.01353202857501,21.17258943661972,0.2778336935586579,0.3016431924882629,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8860935961105517,8.29050026674161,6.680824228070147,0.9777346440923712,0.9774515523946248,1.0,0.1653827869756913,21.69986224074498,17.067934436619705,0.4116969717592174,0.3293762575452716,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8827601757537222,8.418235641117855,6.659040421052609,0.9776201774555217,0.9755598330959904,2.0,0.2650244859529824,20.26931321751909,16.861650774647863,0.5227524960407842,0.5328683171575357,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8883463582821041,8.338608745583116,6.669910263157865,0.97921519583027,0.9786647054442184,4.0,0.1745889055049129,20.01653729212637,15.681154718309848,0.4243335054231827,0.4476861167002011,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8880391536974394,8.286952207206259,6.563178982456135,0.9796876083020064,0.9768390746210152,3.0,0.0948196357220145,21.344071232192896,17.727465211267592,0.375619558182002,0.292488262910798,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8881156709433404,8.189857030255597,6.6671735263157865,0.9823253724669668,0.97934638151201,2.0,0.2100790717553554,21.395903781239387,16.31327366197179,0.4595415867643018,0.4109021705557762,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8800308182684783,8.228511595819864,6.561326315789438,0.9786741196770312,0.9754194771781044,1.0,0.2297180348689195,23.539021063875303,18.84610690140848,0.4836605556635751,0.4073642468641388,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859371391136013,8.132076445962106,6.589181350877197,0.981201941814035,0.9791894378040856,0.0,0.2098163322756051,22.68780236488323,17.47249197183099,0.4691955386734359,0.4937164127974713,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8807245357375892,8.074983653864107,6.4350891228069935,0.9776167832375378,0.9773429566284324,2.0,0.2446595058267104,24.32393172201445,19.54816802816901,0.5178795673158378,0.5215291750503017,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8865030054108323,8.584589845165917,6.991982666666662,0.9779813260031308,0.9755197846841124,3.0,0.1349307147691472,17.664605258376383,14.545421830985932,0.4517120378193141,0.3860528676600095,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8847882627819206,8.306560123721802,6.589210385964905,0.9784811500229128,0.9763737036331108,4.0,0.177722675018208,21.88244630822141,17.46406802816901,0.4250680238903095,0.3480885311871227,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8873569618715351,8.109105304070297,6.343268421052608,0.9790423514872876,0.9785606369087312,1.0,0.1180245617399663,23.79815400801285,19.622785070422538,0.3574029083439287,0.2738453541792597,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.892891339635815,7.993948985466516,6.315764807017532,0.979095658281584,0.9783168579751972,0.0,0.0518998083979311,23.66176889407436,18.412525211267603,0.2699852533313404,0.2256874580818242,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8822421733555245,8.06696829412881,6.430567228070163,0.9777291606511486,0.9743243887727184,2.0,0.1482552939410543,25.040272304121427,19.761251126760573,0.4566943313586863,0.4511401743796109,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8864552793636649,8.26881738530195,6.603555929824548,0.9760701278009988,0.973795124434704,0.0,0.0725471380407106,22.949492094159144,19.224522816901413,0.2977620060520022,0.2246665381244122,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8909922392947719,8.349504799172133,6.59662277192983,0.9796263639146178,0.9786022400707056,3.0,-0.0162819338084088,20.08485193916985,16.584537746478883,0.2951411406874556,0.0409792085848423,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8789065073251343,8.259086778176464,6.418726315789455,0.9798553919955476,0.9783804981526424,4.0,0.2625500894073362,22.93621000281114,18.64071830985916,0.5724321304684852,0.477364185110664,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.884626389125984,8.229417005285123,6.492115228070151,0.9777910028112048,0.9745583133208344,1.0,0.2086021254215786,21.864793234276217,18.323345070422533,0.5166682894010795,0.4321260898725687,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8885417533983422,8.041388863688104,6.374766736842092,0.9793506526756608,0.9776463326275656,4.0,0.2043453480643682,22.800729096272715,18.61413267605633,0.4611888038625629,0.3885679792891356,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8913001781210234,7.755328847330783,6.091866350877187,0.979708678983713,0.9793150138678488,2.0,0.0142434175452466,26.7410121342944,21.02423450704225,0.300881603321261,0.3020120724346076,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8847404499161804,8.314662871927695,6.746420947368405,0.9787801435934128,0.974920797265918,1.0,0.1248282611902346,22.38288968061154,16.97020352112676,0.3775621184390676,0.4084171696847752,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8839721001498194,8.29777229266246,6.635221087719288,0.9783488851415728,0.9762203882343056,0.0,0.159604109707055,22.24061581683548,17.181899014084514,0.4216707332669125,0.3396378269617706,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8927960914342783,8.102792370050599,6.6234159999999935,0.9767997196827216,0.9755588026608148,3.0,-0.0695950200319555,23.62580306391707,17.931656197183102,0.1267078839835342,0.0868879946344735,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8839338707677756,8.06045104942928,6.393104912280701,0.9771332346649302,0.9731362502519396,4.0,0.1771711855424301,24.53960068249846,20.00110281690141,0.4212100648302419,0.3301140174379611,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8828539197883883,7.955442424835792,6.399339649122808,0.975009917625225,0.973758711295486,0.0,0.1079559241782169,26.581533051662387,20.913315492957743,0.3608681793963837,0.266098810361551,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8789942704222168,8.438284661758479,6.671539473684211,0.9781964384003544,0.9761675129735254,1.0,0.279763517956564,21.15018013503101,17.082099295774647,0.5639536941315852,0.4943200395884616,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8736620104285672,8.892643803902128,7.021323684210525,0.9738995763891198,0.9713657135558256,2.0,0.1818328824297035,19.19598295095841,15.929595070422536,0.4637739836831348,0.4173708920187792,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8817270120542434,8.207568764536045,6.639427543859653,0.9720103162665692,0.9682009819245714,3.0,0.0599222099147791,25.358441868213365,18.705697887323947,0.3466394897318769,0.3796445338698859,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8717060348179615,8.732324835422315,6.907097192982457,0.9739470304445096,0.9744428463792594,1.0,0.1982163232067831,21.922269715924635,16.924109859154935,0.4530339425012452,0.3883970489604292,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8734123874236314,8.750053417218902,6.867204736842106,0.9740821377071648,0.9688449413741176,4.0,0.2842764635695052,19.69366837053094,15.888926760563388,0.5530068122850308,0.4588195841716968,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8798555748951394,7.991055956629418,6.353888070175445,0.9750508069281156,0.972830669310378,2.0,0.1634954121295013,26.12716580868344,20.920504225352115,0.4416121806242635,0.3443690842599581,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8739472429711934,8.69509011030807,6.667670350877194,0.9750281852838826,0.9779035783088068,0.0,0.3468949945127653,19.436630424959954,16.81880845070423,0.61352935461918,0.6004024144869214,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8832346867809587,8.3794848618584,6.70375912280702,0.9766464189058152,0.9761899300352772,3.0,0.1812997359759974,21.493893919057506,17.43446549295775,0.4507129127537334,0.3583165660630449,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8836506401560189,8.5451362949187,6.759541052631584,0.9749997332714224,0.9737638883439051,1.0,0.0257310959260995,21.045334990122605,17.291763380281687,0.3318532444346636,0.3044936284372904,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8810496687467022,8.563285510799282,6.713015614035091,0.9752033393829598,0.975150953725328,4.0,0.156445073697638,20.776250580343373,16.39437816901409,0.405468969168862,0.4355670319320738,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8779329690192441,8.675697679856254,6.795245263157898,0.9725869770720302,0.9711671721354458,2.0,0.2012518699728979,20.193210797298185,16.63256408450704,0.4486266350326239,0.3973507712944332,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8791943721826756,8.636936256364798,6.949976491228073,0.974934356931176,0.9715133347339092,3.0,0.1741877179599376,20.17284735025936,16.132983802816902,0.4951858481437063,0.4470489604292421,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8803018487668689,8.238405493430404,6.631554561403513,0.973356559252434,0.9669546424812948,0.0,-0.0071153703236628,26.145488874281465,19.181196478873243,0.2200178025392684,0.2102615694164989,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8915616472232715,7.926452624522316,6.384028245614003,0.9795282549108556,0.979969347900591,3.0,0.1184444494592112,23.860943970598864,18.763940140845094,0.3659458621192969,0.3713981505676343,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8870056988789808,8.475869373285885,6.914391263157843,0.9766492533264066,0.9774956092792028,4.0,0.008321309245589,19.89289956994721,14.600991690140834,0.2421375107805586,0.2469504271584703,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.88196995360444,8.18512989157101,6.444521368421045,0.9804875557944636,0.9772399188057632,2.0,0.1057883170190885,24.191331279743004,19.412457605633804,0.4127118286959468,0.3972870329367731,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8942207317992046,7.975524164471373,6.270568526315767,0.9779678551312004,0.9776351873505646,1.0,0.0805591230248513,22.248135293306007,19.08131133802818,0.3569220374965978,0.3173373574782025,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8881229298458232,8.447017014078249,6.727066385964908,0.9808288192449236,0.9797016073558044,0.0,0.1400045577824499,18.962296198313,15.220304084507022,0.4008130205545179,0.3412838806615633,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8864960833078895,8.243126478592062,6.660095947368395,0.9799575819055472,0.9778105281934144,1.0,0.2177204745518692,21.35905049069978,16.84052802816901,0.4673050820020583,0.3590543259557344,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8928007338469179,7.718270779339277,6.141529964912273,0.9784948928702388,0.978178973191216,3.0,0.1792100824386548,24.89123898659792,19.97401211267607,0.4264348895374893,0.3649426973862104,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8882976621145134,8.372964450966638,6.633890947368398,0.976760542802049,0.9751583439314672,2.0,0.077691111665383,20.748168581001323,17.13100140845069,0.3465608420494787,0.4195841716968477,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8875740522720985,8.141462491854877,6.576783824561392,0.9793701115057952,0.9748688324355445,0.0,0.1090749528013176,23.43507621667808,18.49216605633803,0.3749833114703255,0.3794968100134206,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8832736662276799,8.477265011868191,6.794838736842111,0.9787729612767267,0.976956500778486,4.0,0.1917308678513307,19.882509182800792,15.67617154929578,0.5042114208373268,0.4744466800804828,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859250388773954,8.381191202742064,6.613214614035074,0.975824989053818,0.9771418233356368,4.0,0.1223821043307686,21.015074489281787,17.23018971830986,0.4102209590321801,0.386002565427427,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8862339927028127,8.388604889812903,6.647734947368411,0.979741457209422,0.9782078703296172,3.0,0.2107685826341647,19.350719227069494,16.112080845070416,0.4999837401646217,0.493963782696177,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859837082757128,8.106521511506395,6.397184561403472,0.9784785039851372,0.9765927090955104,1.0,0.1431961300140721,23.8245732041266,19.110568380281705,0.3874553680662195,0.2780013413816231,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8868163348731376,8.067582266611753,6.451217614035056,0.9797615200180494,0.97872729765717,0.0,0.1697856479740237,23.554592741266784,18.92366873239437,0.4176360214149172,0.3476861167002011,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8941887944057977,7.821346542665886,6.220470017543845,0.9785247169020582,0.977296157691342,2.0,0.1106519429914627,24.14050729281027,20.18970450704224,0.346388659603262,0.3399396378269618,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8798484044436519,8.402578437415047,6.598138245614016,0.9790372516040649,0.9748370781030165,3.0,0.2723020368383643,21.143915299944982,16.70581154929577,0.5633578356578279,0.5233400402414486,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8814527581348176,8.284466581590127,6.570073052631563,0.9803441612226624,0.9769846261351904,0.0,0.2212531229033795,22.488822257258608,18.13081225352113,0.4997726668636749,0.4380281690140845,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8861932788971817,7.978611483935908,6.33874722807019,0.9738254601547544,0.9716670211127942,4.0,0.0856236145953397,24.913811780579618,20.539054084507057,0.4158753107025233,0.3275653923541247,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8836894436840316,8.207663805983529,6.32881670175437,0.97747337981239,0.9759157106248262,1.0,0.1800083102769789,23.287789182572205,19.49163126760564,0.4249245954036775,0.3562907133820162,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8831570251177774,8.301335866904147,6.728956456140338,0.9780633022732133,0.9752521716122662,2.0,0.2460293441082113,21.343424822955463,15.76481760563382,0.517702627453393,0.4599636147345978,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8903595426227372,8.148287044000394,6.520419087719295,0.9793584496145438,0.9779948140765456,2.0,0.0666211754054343,22.75779889548138,17.27866352112677,0.2871881556308517,0.2638832997987927,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.881154547485347,8.222842398450469,6.432801999999989,0.9778626521515272,0.9781511128301408,1.0,0.2437624787494361,23.024171532459565,19.01959943661972,0.5037080265452045,0.4150234741784037,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8952103247446651,7.956983263918288,6.3183908421052655,0.979509980207639,0.9767077966270892,0.0,0.1327925809987158,21.989803963565308,17.72189929577465,0.3744120907016104,0.3427900737759892,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8910170982328277,8.065350100627787,6.355329999999999,0.9783580334725016,0.9768193759893444,3.0,0.0532430430419321,23.43209515939313,18.37796070422536,0.2958483952608689,0.2678068410462776,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8825452404473596,8.114783089220959,6.369160877192981,0.980085736780636,0.9791162240547572,4.0,0.2169492314639223,23.98593910008804,19.56117971830986,0.4741250118467258,0.337410608752709,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8858542043110826,8.381911366567891,6.715391087719287,0.978114592461896,0.9741148349731914,0.0,0.2446025838130072,19.70062645944854,15.58505436619718,0.4971659404865421,0.484674714956405,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8882560912414413,8.190600787174771,6.455021333333308,0.9792606879655416,0.9782240783281552,1.0,0.2106243787033243,21.11365655791714,17.22186690140846,0.4677051117634739,0.3859490274983232,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8883900121679909,8.261071148157098,6.653312596491221,0.9795464719059628,0.9769856629046064,2.0,0.1727104841373478,20.89635742151233,17.17155676056339,0.4482571603412809,0.375958886321783,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8764509452221988,8.425001676618168,6.834232210526302,0.9776211363017469,0.9738422974614784,4.0,0.2589121666134271,22.0692432715874,16.79704323943662,0.5589504993720625,0.5001928269118111,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8958964502089783,7.742146057861916,5.978711473684186,0.9754228310889288,0.9755318466490088,3.0,-0.0607591815474652,26.51662297866264,21.45963535211268,0.1877285616989681,0.0751353979883954,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8859077574813768,8.009002195295343,6.317972280701756,0.9781047589622188,0.9791707705487908,3.0,0.1273324761468693,25.0319401917028,20.361001408450708,0.3785166659329623,0.3053319919517102,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8855558837708952,8.224477744011276,6.5366982456140335,0.9770031510322404,0.9730079639454328,2.0,0.2363115727812077,21.360428464447725,16.909918309859155,0.529038208917048,0.4255904224698732,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8810641548631191,8.638990339580689,6.812607719298248,0.9728828003658768,0.9746864872867752,0.0,0.2030310603785367,19.098664313034355,15.950109859154928,0.464789142912193,0.3356193095594117,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8807946200987017,8.289011929464635,6.659407017543863,0.9745748416682576,0.9713572860891628,4.0,0.1757572832069998,23.53917118570361,18.508487323943665,0.4261205394155101,0.3809188464118041,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8809100129435723,8.537581923565742,6.832140350877195,0.9744736649678728,0.97076828252398,1.0,0.1240124322730954,21.196940336609973,17.899725352112686,0.4300903432599713,0.3097585513078471,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8864345808386606,8.319013693223201,6.595995438596495,0.9752596073774896,0.9767343729022928,0.0,0.1325794844905944,21.64623143490864,16.494390845070427,0.3959900980310866,0.430114017437961,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8911108096843405,7.567620953149275,5.973794385964917,0.9692100542936768,0.9717898783522932,3.0,-0.0726354862869358,29.656651019053903,23.56252887323944,0.3145607940162451,0.2947686116700201,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8873031063694109,8.162698761691138,6.454898771929826,0.9743588266543176,0.9726002472180572,2.0,0.1520483274811319,22.77292047691793,18.60250281690141,0.3942237231490391,0.4058685446009389,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8833655426466502,8.547177782551099,6.618067543859651,0.9714944987423628,0.9726238266359756,1.0,0.0043739977574998,21.30089298140778,17.60683028169014,0.3356317947180129,0.2017287200667813,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8738680110995984,8.696608948317506,6.924127192982457,0.9712165297304604,0.9684549904644422,4.0,0.133496871848283,21.60164527787471,18.077159154929586,0.4383160980113851,0.3251255481967698,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8797802780376858,8.44769820185959,6.749375789473685,0.9761853423554556,0.9709024108137114,0.0,0.2579403022944752,21.12551433806064,16.91023661971831,0.5327311893345402,0.4790321769985428,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8746248810712854,8.79245609708547,6.991834035087721,0.9750967498654785,0.972511869715522,1.0,0.2146558107638965,19.8354301367226,15.847202816901412,0.5253596080585095,0.5181421864520456,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8871450271949562,7.936307795207537,6.2713871929824565,0.9774180848120056,0.9741141836373886,4.0,0.134142527908247,24.97195753403585,21.24243802816901,0.3938139012810144,0.319047619047619,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8833515251781427,8.35841752138305,6.611410701754389,0.9710931884710328,0.9703854476917568,2.0,0.1431123368393142,22.20258675786197,17.644564084507042,0.3838495767183239,0.4391012743125419,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8803348838850176,8.364447499123163,6.568774912280703,0.9739634448094469,0.968906880303882,3.0,0.2264813601896599,21.84926769975353,17.681014084507048,0.5030473134984026,0.4610999329309187,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8838452745098709,8.444452294543968,6.743453228070145,0.9745727538363466,0.972487120408011,3.0,-0.0047328200919081,22.015099752596715,18.14011992957745,0.3871168416733124,0.3010731052984574,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8896382256954055,8.15696568317104,6.573707596491206,0.972637706787919,0.9724204936765568,4.0,-0.0211361807944845,23.775647012898425,19.492234154929577,0.2294411628669844,0.1525150905432595,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.881265720084277,8.317318659799769,6.69556410526315,0.9774740250741843,0.9723901681554148,1.0,0.2341401410345428,22.26845334251177,18.666366971831,0.4914528346901444,0.3528169014084506,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8774013036065585,8.601993218305491,6.895001596491221,0.9733851562663038,0.966681060491907,0.0,0.2684324456334466,20.207668587647195,17.29206584507043,0.548472954059871,0.3934808306713622,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8887600159091514,8.13267108539784,6.551007684210531,0.9774391134610948,0.9761855237629744,2.0,0.1288884498440461,22.476027068269,17.441112887323914,0.4202871534464872,0.3936619718309859,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8922304535599097,8.12667545903231,6.51933866666665,0.972449918239384,0.9735707899400512,2.0,-0.0738634555262671,23.74064532854405,18.555402394366176,0.1493146885717445,0.155197853789403,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8851580372583573,8.419467239782133,6.8619676315789215,0.9762559810424968,0.9751303511427206,1.0,0.035919278524558,22.0677546676458,16.612502676056327,0.2734939083773177,0.2928906773977196,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8913920752053869,8.104031054402698,6.519251684210515,0.9753033855328784,0.9717880640048744,4.0,-0.009256210537881,23.639039067658675,19.29248147887324,0.2748704992489608,0.2189134808853118,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8716243003982483,8.592929839580217,6.964386596491218,0.9775935563440888,0.9729615615000542,0.0,0.3412429638740893,21.100572385955505,17.46019330985916,0.6462256050126117,0.608153991922713,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8865377889345303,8.179384379743167,6.570854964912256,0.973138829603989,0.9729797049718903,3.0,0.1219004048316517,23.03770624047721,18.2218595774648,0.3539579371294193,0.3349765258215961,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8908984109416888,8.111098313836136,6.545995596491213,0.9745150711218942,0.9752385672155078,3.0,0.0833382317334462,22.55011677083038,18.44128647887322,0.3269413340454767,0.2421529175050301,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859561141520876,7.869759251388238,6.261576333333329,0.975403924322698,0.9686966833091832,2.0,0.0680291129253338,27.37229943739732,22.76975415492957,0.2877397654238728,0.1627431254191817,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8912989662545199,8.021605146236258,6.39592996491227,0.9745708036523886,0.970392060936342,1.0,0.0415897366937405,24.17734855539941,20.302885985915488,0.2603604922146723,0.2747172595440234,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8840914489952548,8.51699766229483,6.919566403508785,0.9767779137254456,0.97402528733457,0.0,0.153935582606296,19.677259092680817,16.339430211267572,0.4236354105443569,0.3580818242790073,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8834667091412058,8.460639470520652,6.8364673684210375,0.976629280378192,0.9753552038201696,4.0,0.195108091504303,20.323262741081702,15.699756760563387,0.4492564340551558,0.4549333914763454,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8901936622957404,7.907174012139207,6.432356385964901,0.9766651192813368,0.9764491286276838,1.0,0.0173720538757117,26.240150918283582,20.20929521126761,0.2595881015596703,0.2649899396378269,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8917198436810908,8.257163833138762,6.647141614035089,0.9777880160686798,0.975822787008636,2.0,-0.008811702496529,21.32358576019132,17.4975261971831,0.2516716855039682,0.2545271629778672,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8823999977638265,8.205659843625998,6.736901192982456,0.9754167122082024,0.9716146642301384,0.0,0.1977486564996559,23.489184602964187,19.411952394366217,0.4722172664269965,0.4277869532926434,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8878815652710401,8.300126762514072,6.694230175438606,0.9763308751350184,0.9755777173776896,3.0,0.0117367463511984,22.083584863768813,17.656473239436625,0.2830954148297048,0.2401073105298457,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8832357609451369,8.197621115209968,6.578660491228072,0.9761882872387015,0.975484667274356,4.0,0.1110540926258419,24.511072723775907,19.533669859154937,0.3412675899703647,0.3444668008048289,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.888230021366009,8.006461901189029,6.3275562456140415,0.9733883166636876,0.9708806311030056,1.0,0.0280142493130527,24.746826063627744,20.350827887323945,0.3904384068399857,0.2963447350771294,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8807092316820225,8.406701002683672,6.658118210526318,0.9743829746448132,0.9704781051685288,0.0,0.179085788128905,22.34472181288672,17.87719774647887,0.4235231135068905,0.3900067069081153,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.882750768027109,8.321082591348123,6.640887999999997,0.9756582664568092,0.9720858761740396,3.0,0.235646276356687,21.693348053080875,18.09009859154932,0.4907768638716885,0.3973507712944332,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8784195935795683,8.761635806223941,7.09833733333333,0.9765670574356652,0.9733478913078624,2.0,0.3409491478492323,17.227761394152576,14.187437464788736,0.5906552452662899,0.5004359490274983,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8840092862277527,8.602003856530507,7.012588140350877,0.9758288958924344,0.97494489567035,4.0,0.190235484388853,18.40469517716868,14.473110422535216,0.5102612967933143,0.366431924882629,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8895080710119473,8.038209288664818,6.446995859649111,0.9717155272045188,0.9685923461490232,4.0,0.0046728521055978,25.21694120454313,20.568892394366188,0.225422592441423,0.2805835010060362,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8826023533132493,8.27312822648882,6.68502985964912,0.976000370434521,0.972806823604536,0.0,0.1939522645710454,22.81997320269986,18.061494507042248,0.4416484976235245,0.3433266264252179,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8805288985814863,8.346144399602004,6.687296631578942,0.9782391639415926,0.975394341880845,3.0,0.2001418996118305,22.298412711871578,18.42861873239436,0.4858112239992351,0.4024144869215291,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8879242671891249,8.292580493000948,6.695572210526307,0.9759279741918716,0.9719751937179372,1.0,0.0348193022515203,22.15899149768828,18.011387183098602,0.326419151019215,0.2569416498993964,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8815194605029002,8.35053156363022,6.80243284210525,0.9767285147728824,0.9750886211520892,2.0,0.218487239182027,22.052889121548752,17.83245774647887,0.4864425350940677,0.4155502272587381,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8877604158506263,8.010999621081856,6.441720175438598,0.971122809934678,0.9676307502820992,1.0,0.0127210129544624,26.10044421526288,20.512579577464795,0.2139141594318116,0.1848088531187122,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8779269740860718,8.325597308851657,6.634643508771933,0.9702611247726554,0.967827469016646,4.0,0.1440144844117783,24.60105469444091,19.227100000000007,0.3850271196524146,0.3092890677397719,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8787800784995762,8.406366690066502,6.735098947368424,0.973687094499764,0.9724317649771848,2.0,0.1604497261676069,23.094350150040505,18.852835211267603,0.4203322424436585,0.2967471495640509,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8773409304575676,8.61150895989494,6.840529122807018,0.9718921524377446,0.9699056824579146,0.0,0.1907106215913423,21.26743175516495,17.14919366197183,0.4444405409574706,0.3634808853118711,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.880209415700659,8.37213594718616,6.580746140350879,0.9691657375672662,0.9658524219991216,3.0,0.0743672812535172,24.24754083013252,19.3608323943662,0.3202853489343987,0.3665325285043594,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8807423837403504,8.585908217595996,6.744368771929826,0.9721035574554924,0.970589824753728,4.0,0.083417058726195,21.467054817351208,17.82738802816901,0.3745697747029007,0.1982562038900066,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8915405352865762,7.98563273001264,6.586862105263158,0.9717006033085156,0.9700858212140034,1.0,-0.0822445273953349,26.02546104668804,19.470505633802816,0.0896670274024197,0.1401073105298457,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8846898217667848,8.524898629350998,6.759634561403511,0.9749585799459636,0.973922507387974,2.0,-0.0172018590492077,21.26529096741786,17.554104225352113,0.2913152313040062,0.1804676430952346,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8805152998141963,8.250990578513546,6.675770526315791,0.9702046045250284,0.9682789906115644,0.0,0.184689817208005,23.866166310196338,18.72759788732393,0.4312846076908778,0.3492622401073105,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8764175890322943,8.38549247601831,6.74785666666667,0.9691252402371652,0.9654257911079344,3.0,0.1027800146810079,24.3645002417271,19.860896478873244,0.3895303247241199,0.2774647887323944,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8718119038991341,8.642128863917813,6.78890807017544,0.9730918871247164,0.9683377018058024,0.0,0.270846707355835,21.657023140941803,18.18303309859155,0.5268420625702807,0.4768947015425888,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8959977448711274,7.940181333729099,6.299304035087723,0.97678883517172,0.975397458566932,2.0,-0.021152206566994,23.762544793570484,19.28304436619718,0.2076540542051319,0.1695841716968477,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8870829835841537,8.413342991186731,6.6650526315789484,0.9679992371167044,0.9640024493685828,3.0,-0.024261861807044,21.86739456490056,18.13358309859155,0.2270494354782756,0.2356807511737088,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8830644375094505,8.42053839795003,6.726396842105266,0.973402254308988,0.9687153370549584,4.0,0.1086020559250167,21.549625802325355,18.103923239436625,0.3940193243289186,0.274916163648558,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8898859490807673,8.386117164752477,6.712649298245616,0.9725046740590622,0.9738325743533298,1.0,0.0638528311083318,19.89094647115301,16.1752514084507,0.3424378717755729,0.302280348759222,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8874402704049897,8.246229373400983,6.594732982456129,0.9728524976000728,0.9717577458037164,1.0,0.1954979685401952,21.248005583655942,17.2364611971831,0.4512506280676902,0.4537894030851777,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8850663533253663,8.284556165981009,6.696107561403487,0.972471978574058,0.9714804025211502,4.0,0.1475768742021965,22.2500217966797,17.49946091549296,0.3873139564466488,0.3181642885136809,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8887407939953437,8.158336583686292,6.557358245614038,0.9763304592983072,0.9727058646062792,3.0,0.1397164643025468,22.397649695940125,18.367050563380285,0.4258788091449538,0.3788061703554661,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.882310085936164,8.599601677816104,6.871453298245607,0.9749106608704128,0.9708355391690384,2.0,0.1442501254711946,19.497145997951613,16.194699014084506,0.4436469320935934,0.3227364185110664,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8891106077641108,8.090559786970067,6.410307631578914,0.9732372899528824,0.97290104357369,0.0,0.1491006107609417,22.895940823235257,19.064272746478863,0.4109558984669359,0.2136000469562569,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8910329916207094,8.270760881509956,6.612015964912258,0.9723860290958404,0.9755216117206036,1.0,-0.1421605376195778,22.25556618138448,17.85047661971827,0.2174091045549713,0.273608316566063,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8866875001007045,8.505210794670662,6.837968350877201,0.9734466019987946,0.9718689320612536,2.0,0.0655067317230886,19.212448601695574,15.68620591549296,0.3581459738644195,0.3456937097179645,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8884156161439738,8.328788103343731,6.705450438596492,0.9748191869493326,0.9720720129951668,3.0,0.2030692281113125,19.7704146124542,16.409695915492968,0.4554248920780879,0.3421529175050301,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8814207389896965,8.359774650043644,6.752582491228052,0.9765235473548172,0.9743500488323948,0.0,0.3140283632307059,20.529345056125145,16.252753943661983,0.5861753451583,0.5068075117370892,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.888100301590041,8.299378610944334,6.683260684210511,0.9726944198570624,0.9695009415824156,4.0,0.1044379188237061,21.41196461891827,17.167251830985915,0.3792683141957939,0.2849094567404426,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8920055186879986,8.03290774447538,6.512790947368413,0.9773224149784012,0.9769401656812964,3.0,0.1751590306671199,21.97858665226599,17.79127436619715,0.4409090719686142,0.4114017437961099,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8864358466177283,7.889200004305608,6.34045159649121,0.976072816655264,0.9741708205506844,0.0,0.1196049409895517,25.73313877899696,20.51237253521127,0.4062386171396401,0.2438316887383538,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8954855855209763,7.992461956557047,6.366156526315788,0.9749205949836643,0.9727601689626716,1.0,-0.0807685293459341,23.98800751618256,19.403246760563384,0.1610908376480142,0.0794942948912484,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8871574082059205,8.431267683659165,6.77287719298248,0.975637845590289,0.9705177692606304,4.0,0.0920971059063915,20.347519757398324,16.733071549295754,0.3406287255991006,0.237996629758781,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8877890145569375,8.008488859359035,6.4082259824561545,0.976131915961122,0.9740037676230228,2.0,0.1628004783953546,23.7979870608234,19.28297901408451,0.4726609414339763,0.4082159624413145,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.896953423687292,7.878235380007131,6.379357859649108,0.9745732717641424,0.972721037972334,0.0,-0.0111756825579811,23.97050157256021,18.275820140845063,0.1862043607614629,0.1595573440643863,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8918023324256913,8.176032251406337,6.539324350877194,0.9729945435413776,0.9700767494780852,2.0,-0.026033254436556,22.70158344503352,18.216228169014084,0.1886340600875638,0.196411804158283,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8910998353328813,7.948165831745365,6.431169859649114,0.9744039773092736,0.9715100763690068,4.0,0.1590664550539793,23.513247236468587,18.696860985915496,0.4034877331182827,0.410298543764786,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.885102987617196,8.19682788887851,6.639462561403504,0.978485264893592,0.9759031366696252,1.0,0.2646442732018592,21.555395438043305,17.02451873239437,0.5355148119678566,0.449383378481407,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8806652520093334,8.20118989217116,6.48351901754384,0.9756847946208808,0.971265924460726,3.0,0.3106321748551058,22.33647183911108,18.870985633802807,0.5722041231374163,0.4453051643192487,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8999702609350834,7.579452183717438,6.000267578947365,0.9773267935985116,0.978574368555704,4.0,0.0190126384859243,25.59138687308924,21.14932225352113,0.2696413658915289,0.3285378940308517,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8841751054976306,8.283945114624721,6.601111473684207,0.9745913980892872,0.969342056545848,3.0,0.1225204540806788,23.09922860921864,19.40479535211269,0.3620480661296124,0.2707914151576123,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8916079842327925,7.906036264032624,6.279262912280701,0.974442842830476,0.9753983625520836,2.0,0.0424975695528531,25.33660258436732,20.21104084507041,0.2540692649886358,0.2914486921529174,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8894532759414246,7.932370190939856,6.34341238596491,0.9749684865581324,0.9704690334314352,0.0,0.096462331689336,25.145836011509143,19.772334929577468,0.3257837568959065,0.2731723675385647,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8955095065861518,8.010842015242428,6.427997192982463,0.9752006502778532,0.9717047299530174,1.0,-0.0152687396988147,22.913619985943807,18.33091253521128,0.2604997346427914,0.2186135028036485,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9006634184707574,7.755877431473852,6.306625087719304,0.9750940790637356,0.9719648405482664,4.0,-0.1714931620470308,25.44257087111462,19.68962647887324,0.1114785478693742,0.2328006841488245,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8884539733979728,8.328496883170779,6.710678456140343,0.9763058698996498,0.9734829305593148,3.0,0.1478870427467034,20.427981198921703,15.79513549295775,0.4045315401655112,0.3242454728370221,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8824813249688175,8.43262276928857,6.6478038245614,0.970204366161712,0.969714524097719,0.0,0.1631920025758411,21.59742084674961,18.058442253521125,0.4300414636446972,0.3388665325285043,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8944736251764598,8.056647264176645,6.396871649122799,0.9754060307255914,0.9709999930020972,1.0,-0.0023109982214819,22.676269897163905,19.032007605633787,0.2803699111330724,0.17458081824279,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8879124332825286,8.188843489278025,6.477173298245628,0.9733356662443228,0.9728773239522428,2.0,0.1769147240109255,21.931185285837813,18.188249295774643,0.4310184124063755,0.3836551279069092,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8886173250191018,8.41974682618033,6.643138771929827,0.973004896407073,0.9717835244797008,0.0,0.0066204239445545,20.65152018396631,17.49102183098592,0.2939927482397199,0.1880632802151957,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8901695412750338,8.295639198577389,6.669818070175444,0.9696816976943686,0.968029388277588,1.0,-0.1241403661852953,22.965487503790555,17.188994366197182,0.1150920126606551,0.1519823604360764,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.876403928333314,8.383626129364083,6.79247421052632,0.9713936349710136,0.9688054104872714,3.0,0.281253320895948,22.446480836121573,18.53942323943662,0.5424712377588483,0.4508421432263002,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8864432467924345,8.444764235064504,6.775508771929829,0.9714724290702148,0.9696502364944268,2.0,0.0845926095497705,20.35437592971519,15.792326760563377,0.3342227437476396,0.2679432255562435,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8896182962449178,8.265641916857426,6.427495263157896,0.9711483332026072,0.9698761345180668,4.0,0.0805881175020076,21.23331259148241,16.821567605633803,0.3744622863484201,0.3114688128772635,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8802521018329429,8.266128836769369,6.69789789473684,0.9690642444407452,0.9648663286023008,1.0,0.1872593616409846,23.689063271443445,18.60830845070423,0.4368610310812175,0.4487965191012775,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8761911440157493,8.751543779090253,6.944641403508774,0.9712650874180953,0.9710149003245184,4.0,0.2431463171061161,19.50456691106029,16.20031971830986,0.5134729926713918,0.4173743911480609,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8775340229036164,8.333659484275781,6.622143859649124,0.971627418513154,0.9708727295067884,2.0,0.1628782054509314,24.37882036602703,19.63961830985916,0.4071151863155249,0.3708920187793427,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8882561089716786,8.308052163107853,6.659776315789477,0.9729001144816682,0.9692558869737208,3.0,0.1055203770706314,20.63839269106996,17.192362676056337,0.387499007170179,0.3600603621730381,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8788025548208448,8.461533759437783,6.819929824561404,0.969858322645009,0.962844502411688,0.0,0.2518061906592953,21.450978354131937,17.579274647887328,0.5426065837676962,0.4501341381623071,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.877192280176641,8.539565336570275,6.746207894736843,0.9668582106959924,0.967447367401538,2.0,0.1591575418254306,22.49632157487242,17.356967605633805,0.3995473320509931,0.454920438032394,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8748084397399268,8.492209103322965,6.778061403508772,0.974338955009824,0.9694540435639696,1.0,0.2262547147466962,22.75597657320017,17.920438732394366,0.4828273711842695,0.4487965191012775,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8664926017563948,8.73702252296955,6.907124210526318,0.9644985052167734,0.9587948794978296,3.0,0.2782041805513517,22.285686427014973,18.097959154929576,0.5405399313467698,0.4611334674714956,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8750347087652038,8.085323493252144,6.4129847368421045,0.9735140804159038,0.9708978636320784,4.0,0.2052551749697949,26.11084653781457,20.982278169014084,0.4785519080058894,0.4326291079812206,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8866954714922358,8.48698908707457,6.7126852631579,0.9683805595521212,0.964745535765276,0.0,-0.052799692282351,21.045920563658672,17.089977464788735,0.2104566667997477,0.2394553945036742,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8289172101342268,10.170242444558305,8.048611285597836,0.9313498472498992,0.9135406174798978,3.0,-0.2853656697132067,26.80350797344797,19.853613186284363,0.1250981399911241,0.1378940308517773,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.848596846630742,9.552584467990837,7.631516129156216,0.94665537762342,0.936048816492676,1.0,-0.5558005668631016,27.345873595561304,22.46531947334001,0.1582874142959724,0.1229574855557974,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.822158517599248,10.569365967682211,8.079930963993316,0.9289338989811412,0.904537831903356,4.0,-0.1528507329860984,23.12179743239785,19.143124271965107,0.213663030672235,0.2120460110518646,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8325115470353689,9.870512063572468,7.845296863492063,0.9319467971752176,0.9123168797316484,2.0,-0.2666530149068895,28.632220378516703,22.97468567917605,0.0909686988628257,0.0235751773168564,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8269254438875344,10.267571434103452,8.085364049874691,0.9374927732795092,0.9210811326480078,0.0,-0.0765748761787199,24.07044375790648,19.401839916610804,0.3383310853073387,0.3237089201877934,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8129157249713774,10.388039214529236,8.13626599463936,0.928126584810635,0.9128728666807988,1.0,0.1338769983928825,24.05630134228653,18.96963545655749,0.4020714030162344,0.3056221600389388,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8228962393424757,10.3178809163119,8.029893122152597,0.92995461052021,0.9132953977368492,4.0,0.0239287122966618,23.62298086834209,18.437724325117426,0.31289478140059,0.2824350043231764,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.809644994010877,10.603055800190551,8.286319460512395,0.9248902142882672,0.9034513423925336,2.0,0.0539091788390049,24.047269156046912,19.760010371003723,0.3443702765931683,0.2671093338202446,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8061935608848149,10.542528314546,8.19595316534391,0.9224978969463986,0.9050243940331244,0.0,0.1234912077168406,24.362581833063075,19.62047739553989,0.3935850981436279,0.3155150153866631,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7953311695327409,10.916386455054068,8.401568507644097,0.919015648052375,0.9007743290241258,3.0,0.1785951893362215,23.082256085695693,18.96296421311197,0.4556054235130136,0.2990014839512512,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8056690312267771,10.456039031212208,8.028646687385125,0.918786506459664,0.9010296992128112,1.0,-7.912944973820224e-05,26.975064320992573,20.874175167505044,0.306946196205654,0.3455624675614466,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8215181303207535,10.519307903958016,8.115997091436903,0.9308632373236,0.9182347431068568,2.0,-0.0470850131369295,22.801795371516288,19.026903700871934,0.2942313340284008,0.1786567627222638,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8221771278278867,10.245186084563567,7.901961377986609,0.9286793910281907,0.9097991910363296,4.0,-0.0537338598790428,25.3695603809317,20.13914661323491,0.1953971290809056,0.2204886146726677,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7896251860113034,10.489829577098424,8.086607133333299,0.9214906798325015,0.9083931714456888,0.0,0.1587698506767851,27.04177129042024,22.454424595908822,0.4263714380527545,0.3477196512407779,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8416966387247643,9.804641639155212,7.726190075355044,0.9398319673862108,0.9284637797984294,3.0,-0.1558529571864839,25.1564293331926,19.70117618142185,0.1064673433669648,0.1121413840094597,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.821472203563574,10.333423152462844,8.162470135394031,0.9309992972100776,0.9192535797585988,3.0,0.0699304383790241,23.33497649645496,18.620626900626007,0.3484500290098146,0.2461517825590204,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7935719081295332,10.86606248902248,8.40795459910889,0.9158035399954428,0.9011547089793206,4.0,0.1316390096399672,24.306150168208784,19.10974142208811,0.4042272559715472,0.3127792821981331,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8428783383474865,9.619326827668411,7.459901068755199,0.9393841042686636,0.9236159853881564,2.0,-0.227667829923454,27.48586609334656,22.645122154929627,0.1529489349600721,0.1086695897891123,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8221607346794058,10.186945054395192,8.128321404037887,0.9296048739080812,0.9131021292549388,1.0,-0.0378986561326395,25.581669795762352,19.535882895372243,0.3015340031223461,0.2767149013618591,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8258858484687617,10.259694340777669,8.14360686293512,0.9326866498772876,0.9160113817211571,0.0,-0.0938704651187263,24.60250567545674,20.14710280080485,0.2268801662088048,0.0810724705838509,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8211030022695309,10.543217763174209,8.251068973238656,0.9290600593333758,0.9101618975952884,2.0,-0.176129946156919,23.94703952312361,18.53036578336686,0.1857370482024371,0.1152378956234171,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8199091681601651,10.023432078016889,7.879567429128381,0.9277962289212776,0.9123035244781016,4.0,-0.0740345857403619,28.279474691886712,22.30320069673597,0.1964071781256794,0.1216811006171251,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8104118605124492,10.460608232814122,8.092758568671677,0.9263367646064876,0.9091537988973052,1.0,0.0859420413200238,24.559497727040863,19.70086553185784,0.3739919981782465,0.1941279542645587,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8271142944739815,10.334244291432803,7.868660993372332,0.932983313132953,0.9182790888592252,3.0,-0.1474579040469386,23.800316825406217,18.99817412687236,0.2554155478146811,0.2083165660630449,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8054331141488477,10.869222054398683,8.457382096491223,0.9206567979281544,0.8941180373828703,0.0,0.1111278335573869,22.06887336083116,17.43456295238095,0.3738916032131117,0.3532390446053431,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8228545760545802,10.112671387888708,7.891641113199673,0.9359113123656524,0.920101479510308,0.0,0.0295637365125064,24.22507059745275,19.183718650793665,0.4075374564370219,0.3031959490621395,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8214747161744691,10.591993751043812,8.267440265580607,0.92911150200498,0.9168344080410314,3.0,-0.2942413917270752,23.080300398487832,18.746964688799487,0.1540707564668634,0.1807557199361103,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8233196155855458,10.213842753249295,8.032865219075466,0.9327523963284904,0.9137928576681504,2.0,-0.0517252111302526,25.158606403045,18.545755239660203,0.2623734338660283,0.2367430435786587,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8127574059872573,10.27238799347676,7.83093863505986,0.9272148458811652,0.9143670344974624,1.0,0.1244728826541875,25.177457452415503,21.010400237871696,0.3738671422820264,0.2176931202736464,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8327166408067066,10.17739017839842,7.876330707518805,0.934104705059577,0.9262416764895643,4.0,-0.1665690368327868,24.139713400176348,18.90182750838361,0.2176365737458077,0.1278525797057611,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8285777614251977,10.096769718851734,7.993031668755224,0.9337696337423717,0.9156877033826554,2.0,-0.2004913167519035,26.81807244106689,20.836221924882626,0.1422079564089165,0.1229229195660557,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8086424104529258,10.54556113654495,8.201734841130603,0.9240065782339706,0.9082721993137718,3.0,-0.003953806072211,25.421185868999142,19.69099633858708,0.2860293444368899,0.1818319011264736,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8286180158879655,10.518720933482696,8.14924526900585,0.933628655724046,0.925053562333504,4.0,-0.2497136104593806,21.158979458823417,16.86269203051643,0.1537317269601827,0.1452572980767618,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8104710621309714,10.51460911512596,8.000059970760237,0.9194134965281524,0.9019650127379022,1.0,-0.2235464774840563,28.078581076825348,22.31025835680751,0.0780059131784486,0.0466137929878099,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7994039752765224,10.747280464647051,8.262178666666664,0.91939401298541,0.900863192888276,0.0,0.1449285915375974,23.77325343006788,18.70301464453388,0.4551657309930392,0.4098290562606824,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8317078376085802,10.134428804009314,7.835687697994988,0.9358773788984264,0.9189164670954992,1.0,-0.1458390624262662,24.77175165577436,19.74313084156454,0.198767426614859,0.2185799679819268,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8054056296567175,10.7712119815701,8.245381304093566,0.920203745098208,0.9026976904622862,2.0,0.1220553208119913,22.79663149320469,18.16713858931366,0.4069870457260387,0.2770861105699649,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8020194428212125,10.864634904770982,8.42017156752994,0.9150838369398312,0.8970212042503218,3.0,0.0087266675704368,23.96158449802483,18.933378023697745,0.3316613594062003,0.1482000033535102,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7966144114032055,10.805787389343118,8.39585858730159,0.9158159483904736,0.8995401775462138,4.0,0.0846338312609503,24.90807758584645,20.05261556338027,0.3383276984779315,0.2282212292269106,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8119299585388301,10.445777339191192,7.958834020885547,0.9254609133535564,0.907540342511706,0.0,-0.0262564527863429,25.971249057829112,22.328941730382297,0.3121648039748277,0.2120927580945354,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7951148627731182,10.977384082911213,8.527893745196323,0.920051370879133,0.9013407317732262,3.0,0.2795083728389191,21.224050793150763,16.94621835513078,0.5366131945036091,0.4171669072401819,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8069328627254413,11.070472639651989,8.6390490609858,0.920553240803609,0.9064688242019622,0.0,-0.2627757513125337,22.58344386654302,18.839012020456067,0.3569674878880626,0.2148360538989124,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8084272011067175,10.668166519048754,8.266968466165416,0.9262106766876363,0.9124570192519244,2.0,0.0785417332907894,23.46603652293923,19.54367012743125,0.386288275713117,0.3153217355849628,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8168684027886536,10.300102802700174,8.22430181537176,0.9279718050058822,0.9128837474157588,1.0,-0.0383154602766167,26.179315052903547,20.10930256874581,0.2543006089526277,0.1604627766599597,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8316504766949065,10.068695778496306,7.73550062740184,0.9309990080660332,0.9135858467870128,4.0,-0.4336246398942578,28.19487092461261,23.190597956069745,0.0209493798095921,-0.059926224010731,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5426831000056944,16.32478300532566,12.957492611173652,0.7403652445460208,0.6733207828086084,2.0,-0.1775920752976925,26.76429329672571,21.378839608556067,0.272062791417784,0.2152093013073812,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5265224907674114,16.637112360002224,13.240078692537445,0.7318514927178805,0.6748411169036141,4.0,0.177695614425125,22.860361981256315,18.90459129640504,0.4848853362573713,0.3771816018412748,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5612673469358166,16.868341559403362,13.382054246378528,0.7525642974174206,0.6872514894088853,1.0,-0.3853837866609158,22.74670563004982,17.81650625399579,0.0715017686739786,0.0735734366927544,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5441893286684036,16.885413282819826,13.396944766596892,0.7415434292022234,0.6735900187834304,3.0,-0.0531808896989964,21.94251811864565,17.380909304110887,0.3305891774599471,0.3242209863630393,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.567263198216865,16.277826114604945,13.0895160246072,0.7580294421954834,0.6863737737102767,0.0,-0.1733550993011359,24.84210310742656,19.88797522972408,0.2079435806652745,0.1631739225731217,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5404905486298768,17.13676059391644,13.83376730794275,0.7403865601253552,0.681613595131673,4.0,0.0392689073730988,19.981190133831,15.652577374464816,0.3838794406417457,0.3342782075445371,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5317304913582083,16.581816557941185,13.342373559353218,0.7344514714532495,0.6690934825523989,0.0,-0.041439268861213,25.33929118478552,19.54524320238843,0.2853953072675051,0.2100152634228699,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5348510220339571,16.610724745134146,13.265880437853523,0.7385191578944864,0.6817030562776454,1.0,0.1727468184385675,22.3614518064104,17.739382237956413,0.4344572344003419,0.2672542571448513,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5624347818983031,16.24947958749188,12.92286903844982,0.7543749520107168,0.6966972190832065,2.0,-0.0250179074800351,23.988822296316712,19.64949519118665,0.3830911648991211,0.2934418145651422,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5510106545000472,16.211735012144032,12.952921748939923,0.7489224522712665,0.6884508331596468,3.0,0.052997272838826,24.46187797955937,18.994322061519213,0.3674367375854137,0.1897406296710582,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5809938572967481,16.05799623007992,12.97828721606908,0.7676231764245907,0.6992010955096734,4.0,-0.1576379935278713,24.41872898879332,19.94686108964876,0.3047921197095466,0.190603176293961,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5156054649569137,16.583013791045545,13.3868511377274,0.7239224038015106,0.6595197324917683,0.0,0.2320798104928128,23.23352186485692,17.988009557229123,0.4907237503225697,0.3939223766628383,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5337996857672069,16.800795764453284,13.441095204329551,0.7347996875353342,0.6493943334057217,1.0,0.0198583595350224,23.263529528940165,18.16015643397252,0.2914332170530408,0.3359749220870361,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5062157469669041,17.276250475921383,13.805034906875823,0.7145371632449915,0.628465258497318,2.0,0.1429192511901512,21.78404352908243,17.33263714257904,0.443302738123119,0.4607179811677434,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5644289358658523,16.172162963946153,12.678209153582335,0.7544211220525933,0.6809973216998738,3.0,-0.2234885723583521,26.54800517673654,20.62214798536981,0.1218552907113102,0.1925221606416078,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5390747486285374,17.123985068893894,13.744832030601978,0.7381836782172314,0.6476726137509808,0.0,-0.0282924484042335,20.075783637400136,16.45493036970542,0.3001878941133498,0.3489987076627862,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5446812293037799,16.955771318584976,13.617166359093634,0.7424601237098747,0.6646779362992855,2.0,-0.0821776582087181,21.985139019325324,16.229598219767468,0.3257650373013595,0.3301889207501748,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5543831304417697,16.301497572964642,12.99720499057362,0.7486472984969781,0.6735876312689401,3.0,0.0655512967862466,23.52101569101224,18.73884619269348,0.3473875346130604,0.3031985528240139,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.579356680487537,15.801083932312295,12.283875479829872,0.7640550402473115,0.6860646581455474,4.0,-0.1647418535547717,26.50319886234096,22.195189852274485,0.1841821911645725,0.1347006909343061,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5058269443085668,16.774763012120975,13.379248491458627,0.7175933012700615,0.6458457330883699,1.0,0.1762895630457299,24.010417039335955,20.25799320580637,0.4587589918826327,0.4248106994727793,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5485351813480248,16.36778536428431,12.854639579889836,0.7445671363245332,0.6708084186114658,0.0,-0.0213352384660303,24.814862667143224,20.47130222843484,0.2773400910370947,0.2727257578405339,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5441368122112338,16.42711925336832,13.200344142287683,0.7415178689671236,0.6786754211537052,4.0,-0.1096212478693319,25.473698800696784,21.22193149326005,0.1975537006039183,0.1219491845886758,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5320069002343304,16.876940290500396,13.32734912742618,0.7350998816297126,0.6725441205503053,3.0,0.1519990738619435,21.217975768302523,17.26112595046857,0.4740160103307331,0.3693132634063796,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5426983650015886,16.617183424542844,13.068825966412568,0.740937981853485,0.6695221693444894,2.0,-0.013357699973012,23.864219717797635,18.809751104463626,0.3643299399208702,0.2901616297773203,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5814841728317924,16.119039889512635,12.746159082055923,0.7668268910086524,0.7043149359313416,1.0,-0.2826899863538721,25.17954419436954,19.75358230790033,0.1314728165635733,0.1284337637667257,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5825060941248,15.936937810844992,12.412839064504787,0.7684340453050889,0.7039705906356974,1.0,-0.2319466237375764,25.849439846775184,21.54403028449089,0.2143744712475291,0.1874821853470594,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5546288506540096,16.03668606707854,12.596219043981206,0.7484081999064345,0.6729143635168133,0.0,-0.0334828623676419,26.28294136550533,20.385762577003163,0.3111469635158039,0.3165688456388442,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.559751480898157,16.52187035855182,13.392727564358973,0.7512495804900412,0.6796782916289598,2.0,-0.1956426242534548,24.3666210118318,18.01099321850291,0.1615358533462719,0.2498050264335297,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5365907190040327,17.09155845405147,13.46195872325318,0.737133223819032,0.6774001782930184,3.0,-0.0077007860591302,20.89023362898205,17.186236052765818,0.3977167293633113,0.3009542728377298,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.521491393435721,16.884302187589906,13.364034951981882,0.7277070892348037,0.666539089503036,4.0,0.1594513000939063,22.130425383761583,17.624264940322764,0.4287665531241906,0.3176421309130343,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5651998749486682,16.311035948518242,13.166449420532668,0.7555774402027332,0.6941030314702852,4.0,-0.0349028900556731,23.375558863005992,18.334216746848327,0.3319380997032495,0.2507339813256385,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5353867927744997,16.9555313731992,13.453161968684425,0.7377154441955289,0.6795850768259974,3.0,0.0495279104036631,21.797492601949543,18.298807885380864,0.437120748686282,0.3557488532615961,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5452024333835253,16.766872851923036,13.29905285344392,0.7416207664831826,0.673478737241107,2.0,-0.1353955350067022,23.94253389187181,19.487718955608266,0.2078346552084689,0.1698909085664607,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5514712816425126,16.438051244696556,13.194171010710052,0.7486566618575616,0.6740414997389971,1.0,-0.0025936460234197,23.85196483986296,19.013205226661054,0.3564722901369538,0.3182138726509209,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5176142185331556,17.227430335024902,13.74536390800508,0.7230514578868212,0.6675730876547162,0.0,-0.0838071166557068,23.63588414880809,18.72074428331645,0.2771775638396873,0.1557400468570087,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5424611523218899,16.40049662204369,13.236518516930325,0.7419406735289522,0.6775431408818958,4.0,0.0925424482223109,23.812636882253955,19.325867524562803,0.384133953608769,0.2529896272096983,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5547378459131842,16.19156325908731,13.010744733594864,0.7495405642722095,0.686409931439536,3.0,-0.0207147342197335,24.667090290114924,20.0521015760887,0.3086628852981343,0.2076918010855575,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5552145235179569,16.342666048812948,12.78201016845584,0.746501189797675,0.6807813487877512,2.0,-0.2537698183672789,26.85140816738393,21.61609663505382,0.1943238136826237,0.224961432072816,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5345466731213636,17.055987162491974,13.786805980956952,0.7347288379164199,0.6612895229012141,1.0,-0.0244303919653132,22.11796782601521,17.43105353794944,0.2608786122361095,0.25785242593148,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4944297947206335,16.744070632222737,13.223968480323768,0.7060403248836049,0.6416103962985116,0.0,0.1190753665167861,25.834434732214127,20.87861197252279,0.3752444841377018,0.3506880164501091,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5184537466237864,16.554849672849496,13.337183122357215,0.7239685438512233,0.6555700553805905,0.0,-0.0946209304992833,27.58054453766727,21.32313207667138,0.2249168380371451,0.2364877355841259,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5655285747868443,16.113533465836188,12.534746984000463,0.754274373320219,0.6965088792167043,1.0,-0.2829702604257185,27.35020038199592,22.27131523458349,0.0632394794684526,0.1125414111960009,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5588705701606442,16.292199065943578,12.874639442341858,0.7502598810521958,0.6845921618589942,2.0,-0.1738751466887136,25.553996979576286,22.242677349642207,0.1614218583322291,0.1223018012580032,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4950833894899245,16.596793851466227,13.067299686643224,0.7108545232681046,0.6520175203360726,3.0,0.1799463083103338,25.14764748766363,20.70864826403736,0.4849298326673782,0.4233881528047178,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5108917006286469,17.083589144237624,13.873614951720622,0.7208498516147065,0.6318301459823731,4.0,0.1679401609332375,21.85109054752032,18.03697837055412,0.4560945447349001,0.3355138075494899,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3790398131708056,19.735448598683185,16.052540152889687,0.6163839527693327,0.5710060403803382,4.0,-0.1315393542856957,24.001174540177622,20.063263569909708,0.227657026698784,0.2147314161692892,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4089598581159841,19.58563571005415,15.778921601572112,0.6410349214612951,0.6305807143572838,2.0,-0.4628371068627475,25.14784463597878,20.04762877138824,0.2320625120231062,0.1628007336282231,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4051699468265572,17.45664310233124,14.25758515656099,0.6372268379044816,0.6066181913521832,1.0,-0.4504063228758768,33.79922388383962,26.881282074126325,0.1193617037446841,0.1165482483855555,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4072628232168008,18.272516502033163,14.967350750912924,0.6389624824491065,0.6072614547267718,0.0,-0.2552843751924114,29.913346185145933,25.419981266671545,0.029351829474351,-0.0674441564852523,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4010184594840336,18.96379227354381,15.265266779460632,0.6340906073746642,0.5915647816284582,3.0,-0.3672771990546624,28.0167932103531,22.5718703101962,0.2046424531331488,0.1762974210792377,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3957904189447322,19.320937491601875,15.372050480769232,0.6291187754190696,0.6059163313601875,0.0,-0.4693682028041148,27.394118649974608,21.871100260416668,0.1832526602061564,0.1305929909996676,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4199371165010467,19.49730465238581,15.68112253289474,0.6480255720135235,0.6447579204153422,2.0,-0.8288584594346404,26.270918354145515,20.64310677083333,0.0450935051125905,0.0168168909741943,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4058335857521188,18.44057190232836,15.095579150579152,0.6370532058409473,0.597193212589136,3.0,-2.201717840759561e+19,119301381492.07388,17130680057.068169,-0.1154592407360557,0.1219254009297431,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3947502779330849,19.1208802581,15.787220555153937,0.6282915548796475,0.6001336296747488,4.0,-0.8825705913606372,32.578267833195376,23.05782323964169,0.0750314875906201,0.2544942514831311,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4576808722085183,19.14189616818371,15.62189486030881,0.6765211542949108,0.6825405617598916,1.0,-2.5075370328998385,34.611305855113635,24.48894560952094,0.0211379842412832,0.1705289285243597,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3529766345048557,19.49186509906377,15.719082665976345,0.5949252328092485,0.5764410037642173,0.0,-0.1194339984827903,26.64839125891092,21.64285376662093,0.2169423553513903,0.1342147012162876,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.432210332555046,18.950740879661005,15.589672685849017,0.6581689806433164,0.6219743700832179,1.0,-1.0835540807296202,31.428435614535893,24.239370659156908,0.1050910773905695,0.1044238190933558,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4175939988124225,18.844591055200524,15.00061364376602,0.6475591522228368,0.6180879759710377,2.0,-0.8519805182438052,31.54520860959703,24.944725977953084,0.2314254401485898,0.2032230278331322,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3511367221982173,19.336843198312287,15.892591558886544,0.5935570736265517,0.5440058081769149,3.0,-0.1307208859720725,26.29970149677087,19.75858848049156,0.3083612511649504,0.3304444669434039,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3884033956434437,19.369009487557527,15.499531826249369,0.6243000080145737,0.6087493859749863,4.0,-0.2997801417293215,26.43632877492993,21.0439800599367,0.150906708841801,0.0694137896122304,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3977697654285195,18.08092392829604,14.882317518248176,0.6306913336800185,0.6120777536234893,0.0,-0.3777734249765483,32.37518191188504,25.22282774390244,-0.0602211122535467,-0.0589566939846105,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4178637359204949,18.74531855354376,15.110260330600296,0.6464238051932298,0.6170277148814338,1.0,-0.4755483444338382,29.148263887866253,23.314971564220425,-0.0358185967656798,-0.0535768897834783,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4225256380296285,18.748560137766688,15.090650993873394,0.650019721262077,0.6066256093473557,2.0,-0.5973867769450236,29.95025203572581,23.77378621538625,0.1645494316226698,0.1686827458256029,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3581155944525606,20.436536783868107,16.585105919784983,0.59842760168007,0.5826860819259133,3.0,-0.2039249400936933,22.00255822670973,17.89916571110773,0.3816292884159341,0.2696569951815829,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4053029270538449,17.705050765898548,14.272091956388133,0.6366340605511498,0.5757607623894833,4.0,-0.3144728386748747,31.188889709578447,24.427432612743647,0.092855432478707,0.1064440321583178,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1122469329940856,22.818311643799625,18.58812767792774,0.3352450278239912,0.284927492074639,1.0,-0.1915537518306853,25.807836536700155,19.59632333370132,0.1425695985859288,0.1035280439888918,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1332013918169157,23.00920730958062,18.667931408302984,0.3650883851131234,0.3265313311356075,0.0,-0.1052462165141256,24.41157352727708,18.49355149524416,0.2005501438371814,0.1977770545490336,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0978225366529672,23.46826899579512,18.83716991532216,0.3128385315570984,0.3151402692774923,2.0,0.0233649290955519,23.05215416711542,19.019028463591905,0.185374289694362,0.1139129976168037,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1631680686436978,22.23508632860093,17.567450421818048,0.4039574212689468,0.3795890915050953,3.0,-0.3412476384454874,28.13357527278715,23.3855118602564,0.1680418481936324,0.122970776288697,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1411088739819137,20.93287450587841,16.68284556944645,0.3756524566678179,0.3423174362959048,4.0,-0.2116732791815199,31.78148697042524,24.39917695742098,0.0693962045764333,0.0624141453277447,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1188857535343098,22.9057030344276,18.03740541258104,0.3447981344704605,0.3348798193416834,1.0,-0.0109420319204571,24.509053300046286,20.708462105469664,0.2331377912131968,0.1852507535979953,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.133232006331846,23.106856710521225,18.922603275297064,0.3650095975886744,0.330403100547761,4.0,-0.0492557450730979,23.798784454439154,17.92712080235201,0.1399616772793784,0.1203651653079737,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1229103946725682,23.19034371144174,18.656873197439328,0.3505857878930183,0.3360116175969589,3.0,-0.0047189526571909,23.08741908642224,18.0449308294002,0.1422747233755971,0.148294743231452,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1485996783741248,22.50706181987625,18.3316090944139,0.3854862881791321,0.3122239695557403,2.0,-0.2199192281884285,26.38831308048689,20.861278399163567,-0.0427813147698941,-0.0086387263086198,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.153790495945535,22.18435345954904,17.70940246141156,0.3921613136778474,0.358663541554361,0.0,-0.2175289296809275,27.638549039925003,22.869979784055275,-0.1024910136451372,-0.1215562412159877,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1120419439412241,23.47849408909979,18.88713374629023,0.3348308177123473,0.3055422984930087,3.0,-0.1767490260811339,24.624158280595893,19.12013399566183,0.1796105246117903,0.1406643990864566,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1140387975597172,22.963264695733645,18.030076348858127,0.3377809310028563,0.3214192698725525,0.0,-0.1235836986895051,25.67739841750052,20.98497892620184,-0.0241768745948641,-0.0188114752026061,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2168036099927252,19.97078134413387,15.747918551406714,0.4656295175613589,0.4504388736494645,1.0,-0.3320684203178445,31.97416814622149,26.06567411405057,-0.0008309156787645,-0.0006480569862867,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1489634808673861,21.0675208321586,16.734096519367554,0.3860182495685687,0.34607329950219,2.0,-0.3018792806252046,32.29532890297718,24.53995588343168,0.0671109452238696,0.0373855641701078,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0900349067471267,23.101670359428493,18.42257118253501,0.3001090846702799,0.2780198321161217,4.0,0.0431082824072883,24.24750302265668,19.29102197925044,0.2229279734207156,0.2054051459293395,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1215397925974399,22.961012261647618,18.225346708267548,0.3486255765107318,0.3103526114157409,3.0,-0.0832200429533844,25.09266963354401,19.93088997692148,0.035515525361013,0.0339924901424642,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1302640166761598,24.001505322399662,19.31082143494705,0.3609210670993862,0.3678567453087408,0.0,-0.2318014640870094,22.27551106968012,17.556381985681544,0.022118294075021,-0.0384135715994123,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1934328553949529,20.67064061091616,16.664808932021078,0.4398100219355544,0.3876007392893107,2.0,-0.3534842330179542,31.85100365712996,24.36604261236925,-0.0937136305603533,-0.0516463502189466,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.156971328798899,21.19815456698783,16.699598357485357,0.3961960736793075,0.3558539811504498,1.0,-0.4340978909932509,33.368332064959986,25.39039016531228,0.0546599518797468,0.0166114579982329,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1112193353740245,23.11066603628384,18.30280885740356,0.3334956302172854,0.2965561106988826,4.0,0.0145816441154984,23.8940625439214,19.273159946356472,0.1646823734099054,0.1861350430775395,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0691991182738044,22.235512523541075,17.81113521774272,0.263057412876481,0.2694665277511084,1.0,-0.1357629263954176,28.90899706644339,22.452215055336648,-0.0214852007011213,0.0261261203559025,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0258250292960718,24.02603873153112,19.296618250910413,0.160702191074385,0.1512148607240359,4.0,-0.090792902618485,25.07625221002233,19.579925498373285,-0.0081540381615755,0.0064440293039111,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0308176994976637,24.63970747320287,19.908180158975515,0.1755497322052098,0.1527765313516993,2.0,-0.3548322184593984,22.95940035024641,19.47175358002691,0.1620363923760505,0.1329486903227602,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0822287105330844,21.932938759553807,17.473993969406685,0.2867566586700596,0.2840349171531661,0.0,-0.2347969110434047,30.812617889161366,23.84875176824405,0.0114436910643712,0.0200992594219975,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0055462988209085,24.06374558614278,19.55420299366227,0.074479260189741,0.0597341777980263,3.0,0.0074593557543384,24.81758849299339,19.463634777934573,0.2237327322630617,0.2133210546814073,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0387995804109753,23.93752911181393,19.409637065769893,0.1969760909627747,0.1789153973494979,1.0,-0.1109683751093162,25.381556877224327,19.52887110073741,-0.0889042723459635,-0.0988126108966698,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0348543596247479,25.242338504199992,20.29368490357401,0.1866932232962621,0.2002243229855937,3.0,-0.1133568502834443,20.959396208492457,17.699484399495354,-0.020414457721034,-0.0044041660405602,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0311957163924281,22.99858928935297,18.4532252559727,0.1773915994357074,0.1576331391686012,0.0,-0.0603353952927574,29.13449147747037,23.81174603174603,-0.0054835460067375,-0.0257484716175201,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1445913630270332,21.35528855640992,16.867621799574945,0.380251710090873,0.3435731906122107,4.0,-0.9324510200150922,38.36298157259972,29.098548143056032,-0.2330274022140373,-0.2173545704388179,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0305135266089142,23.584854337042056,18.763033770246288,0.174681214241584,0.1754831482096137,2.0,-0.0193813735741525,25.997011582420928,21.432804776531874,0.0195550074460937,-0.0190721041585252,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0059178865833499,24.28630944995074,19.088019504471685,0.0769278521085144,0.1141521731505953,1.0,-0.0053885092965975,24.337527894013704,20.217153868143296,0.2341633488109333,0.1770469411384302,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0123119167232289,24.571099199228787,19.837358509342565,0.1109591080992342,0.1570229433275292,4.0,-0.0834245685891084,23.081837197685363,18.928255126598764,0.3299885076817861,0.1720808740429049,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0139448340026334,24.873058824977303,19.99366235375938,0.1180882550842031,0.2000726435506889,3.0,0.0137755226076717,22.462428953112504,18.12008505840092,0.190292696963543,0.0920464816983634,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0025934548856906,22.539892093140303,18.19283023524228,0.0509261077446655,0.0324809776352022,2.0,-0.2043408640565005,29.71222546458263,22.69724561615383,-0.1921624673384815,-0.1616965282937934,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0138039211684444,24.83620404669482,19.839865216695223,0.1174901382859062,0.1873367638452635,0.0,-0.1570999687998573,22.30068203145196,18.96913754400609,-0.2013766404601367,-0.1911986344659115,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0217806320844444,24.912815193362768,19.88187817915695,0.1475826279900327,0.1709770447580688,0.0,-0.1844226920554255,21.82586294368884,18.68756193787649,-0.2031195460973677,-0.2051775014656799,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0029029659159159,23.74908035648014,19.04117718947153,0.0538791788719534,0.1097538205245695,2.0,-0.0890139715312172,26.338905298802693,20.43566434048274,-0.1607262974165899,-0.1155050849460053,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0185248828732172,25.595088009906625,20.74083231730704,0.136106145611494,0.1865832229920346,1.0,-0.0747640550415824,19.640773780699867,16.179520184536255,0.2199757578791424,0.2032994549271677,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.004459589740941,24.667724907696112,19.99736162361624,0.0765273747066167,0.0946732783644182,4.0,-0.0080663456150462,23.110915602805527,17.706470588235295,0.208339391440354,0.2108148288938479,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0687279714625284,22.42660321413249,17.888275862068966,0.2624500267252871,0.2736353720463556,3.0,-0.2771364852515363,32.59664051871083,25.81568181818182,-0.4386982663344339,-0.3494639008508683,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3581485021632732,19.669836703894337,15.920618608627914,0.599163297370919,0.5594321094052384,0.0,-0.1040704272096639,24.727873256313675,21.24918893461895,0.1521592481976696,0.1298468297063548,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3920284074993417,19.25314120020633,15.715110231757276,0.6267526007200898,0.6011772782017832,1.0,-0.1925620457410777,25.26082366233374,20.494735583929646,0.1499785683624136,0.0743125419181757,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3570762012754688,19.947265240628152,16.03081806196435,0.5983625715553577,0.5531522354717479,2.0,-0.0526365592027002,22.986099711489608,18.683401088403976,0.2439492407245697,0.2604627766599597,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3833937343877787,19.145156218766854,15.448665844228854,0.6201736831774554,0.573288055850165,3.0,-0.1939834348589053,26.762284223502096,23.30883697357876,0.1651704250241609,0.1225016767270288,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3595301552373896,19.19420934803663,16.134648031231137,0.6002892957174872,0.557199498099899,4.0,-0.0193489416464363,26.246737550423703,19.18387399059897,0.2343535935215158,0.3475045900909354,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3656983533026221,18.801046147171444,14.920684210526318,0.6047493223422908,0.5944896936966577,0.0,-0.1486879833925005,29.036912999650905,23.56894366197184,0.2488239091066296,0.2332620653169905,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3441501101845142,20.00010254359677,16.062385964912284,0.586840739753036,0.5733507350916734,2.0,-0.0333085276813243,23.46345958215413,18.48274647887323,0.3203811484323982,0.2862532704809186,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3762357519657273,19.594959768117533,16.26040350877193,0.6133811889340346,0.572390713332147,3.0,-0.3939946836713073,26.711161736259545,21.07181338028169,0.1402634689700115,0.125068117611015,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3873159493010323,19.65882966782224,15.689675645665154,0.622347129262305,0.619542880351948,4.0,-0.5237153386864659,25.82411801944334,21.115643689743507,0.1874696281457066,0.1411468812877263,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3737354048270739,19.559415467264163,15.68773684210526,0.6113621717115694,0.5925546967188247,1.0,-0.2507334575518776,25.733586153857924,21.78281690140845,0.2772036114384226,0.2000452768878808,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.351005916342841,19.76384774260678,15.969777084458803,0.5928827949290679,0.5800770449473275,1.0,-0.033506261529703,24.279101236094856,20.053102986184307,0.2401976351847759,0.2405788110313506,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4098707837871335,18.92732909736545,15.559622253944587,0.6408850322049189,0.611941722131877,3.0,-0.3367262991196198,27.00185828398233,21.214054414676266,0.1413794693396121,0.1361849110117528,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3719510492637236,18.65948846988613,15.023795973471971,0.6109753041490336,0.5996247929054972,4.0,-0.0702113547419249,28.51336877113604,23.032324920491924,0.2227216103271793,0.1805499664654594,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4004056181706505,19.127326723232432,15.60188313920378,0.6334300822361483,0.6091217871635612,2.0,-0.3300729851599513,26.720834596024968,20.56711322106325,0.0884394550793743,0.0843233092191707,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3543004729540563,19.834944740580948,15.986179331797544,0.5962595427313752,0.5554396533147238,0.0,-0.0220657996183075,23.426764744261668,19.590659875077364,0.3732892174941439,0.3237089201877934,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3750461555636687,20.12315832634352,16.111620345241793,0.612410120396184,0.5993225229373109,4.0,-0.6419725094985442,24.99629782022007,20.526673011186485,0.1208294474356097,0.0745814435090219,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3938673202973275,19.290091676141984,15.457204700171834,0.6275884959886753,0.5785833190238732,2.0,-0.3888821705960368,26.87887159502108,22.274414872114605,0.1508330385056357,0.1561368209255532,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3903447156441061,19.32892215934725,15.74059649122807,0.6247774379834123,0.5860587492183957,3.0,-0.2587853309868766,25.642416146101738,19.60732394366197,0.1617344451885965,0.2336893643421251,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.366387772275098,19.355370654710573,15.548101940439624,0.6052997375475212,0.585552895808878,1.0,-0.1740705197041245,26.79394271624121,21.132144309913087,0.2008338528429052,0.2181421864520456,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4080740350751791,18.860487252082457,15.33454385964912,0.6388316893511501,0.6124620842482086,0.0,-0.4405043723209756,28.071323721779805,22.297605633802814,0.1947495612378422,0.1738627343559304,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.133640140089155,23.25151822558652,18.593368145446725,0.3656094727117044,0.3527057229954279,2.0,-0.1974838368669653,23.536002696192533,18.80086591511619,0.1385408450210846,0.089421351812567,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1012416146493176,23.21692018056735,18.50205070972652,0.3182062974459319,0.3199824578525171,3.0,0.0453438254364827,23.46506819638441,18.261308894347746,0.2365668903828259,0.1267940979208584,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1257414711909983,22.93299292466646,18.15423484078355,0.3546300750422393,0.3250567113239849,4.0,-0.0664454595588355,24.66786568840758,20.31861921721129,0.0540950649829036,0.0648222669349429,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1351052082111389,22.271522618896896,17.78094164516001,0.3676298578762577,0.3382703022561635,1.0,-0.0667553349746403,27.015781444074708,21.541336918467728,0.101494279218194,0.1391683433936955,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1124641780309581,22.71133840885073,18.103649530169367,0.3353973736939376,0.3234307547181167,0.0,0.0137332634545899,25.2908149516621,19.990661108479955,0.211302549040532,0.1521797451374915,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1279571496030181,22.972486359819644,18.35441129752612,0.3577109861368785,0.3433393297516935,4.0,-0.0579946225616152,24.260249207907965,18.928577495973183,0.0847494403943581,0.069299709087857,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1196064004572547,22.866038729772264,18.285680769467085,0.3458415828920156,0.3335686800213401,3.0,-0.0402275672934482,24.56459720618265,19.62909388028091,0.186590977522441,0.1883163701869381,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1452957508809673,22.24351545410938,17.75868651307235,0.3811767974063574,0.3563811181902366,2.0,-0.1307017281758422,27.370788260714928,22.18186321861737,0.0363802092212404,0.0258551307847082,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1209847507952396,22.736682505287888,18.284844633612263,0.3478286227371743,0.3210031994726638,1.0,-0.0360841746276203,25.11242070588964,19.11210460241913,0.1540779891533148,0.1557679409792086,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1083524485431814,22.775457651719627,18.18756988994416,0.3291693311096608,0.312717292402821,0.0,0.0473750324944999,24.851145019510422,19.67488201108883,0.2271640509506845,0.1998658618376927,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0851157790694189,23.502670610767083,18.67961498629181,0.2917661422119721,0.2417272896219812,3.0,0.0559738140258914,22.68831813175404,18.814981729755647,0.2957447280058171,0.335345405767941,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1200548545208054,22.01508844943888,17.762058702188895,0.3465347759618722,0.3204580760687209,4.0,-0.0061021573847102,27.69233052627993,21.162990585196148,0.17021662312334,0.1241448692152917,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1216265756684817,23.18502394325174,18.415543245249644,0.3487755203414708,0.3219302476818152,2.0,-0.1279976288236493,24.15852871710045,19.69618813423717,0.1205784813308367,0.1468657517301087,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1259174897191096,23.012805611806943,18.520566696680888,0.354921739972218,0.3246834740923267,1.0,-0.1162171367492894,24.76524132899669,19.24641845179548,0.0437945815674487,-0.0013916951014498,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0934493233922709,22.33905759669757,17.746095506330626,0.3058183149113156,0.2840869269514057,0.0,-0.0015211097595113,27.27595899537718,21.1322422816568,0.2256222182534785,0.1808517773306505,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1594813719030323,21.373115898727765,17.060685583341275,0.3993511886836351,0.3680181787293281,4.0,-0.1506288284912147,30.34841544586386,24.948845232979664,-0.0403086937714492,-0.0931589537223339,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1405989569276279,22.732204126465508,18.05754530183697,0.3749652742956711,0.3382306896389089,2.0,-0.1592263069014006,25.698485949297947,20.62711512599476,-0.0086969906840878,-0.00439302481556,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1173103775842908,22.98927283925849,18.49389203561376,0.3425060256174931,0.3164213302403702,1.0,-0.081108153885941,25.090660751090777,19.547175323030668,0.0609760416762726,0.0595908786049631,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1068713066559426,23.859631877573747,18.791052631578943,0.3583912609966499,0.3401283129039154,0.0,-0.2757320657824602,22.99048147343334,18.41781690140845,-0.0264197049974263,-0.0110333063356693,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1131879908826871,22.42990259592965,17.974008099599647,0.3364342296537127,0.305479860549383,3.0,-0.0280270075450153,26.93352464717365,21.107102264475213,0.1027823057510361,0.0785714285714285,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0220040052899714,23.984159187577376,19.296802957915776,0.1483377121171673,0.1720797549490116,0.0,0.0042438310462498,24.90740069531593,19.81781527130985,0.1001272101083618,0.1388532575872847,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.015981656456943,24.21914848652299,19.56444027224108,0.1264190300270952,0.1517429554047998,1.0,-0.0446596984806932,24.475798182265823,20.13590922038074,0.1133497748187345,0.054461007066795,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0261859285757874,24.35646274900416,19.63208104998248,0.1618207314307007,0.169041852915277,2.0,-0.0579746622295191,23.474280607084623,19.22898271453812,0.0380294902540476,0.0335683565434042,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0331438189570983,22.75830431633744,18.18836944823545,0.1820546624598099,0.2205230214406075,3.0,-0.0191713355698821,29.184299958754053,23.68033090315237,0.0156561588076237,0.1209956655558675,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0267958680888297,23.931713734882937,19.257455624063063,0.1636944691908964,0.1618247512079849,4.0,-0.0053744091241572,25.03372116769801,19.98682874119281,0.0700566464854949,0.0744827123750705,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0450586300295724,23.734405146162207,19.21919832821228,0.212270181677909,0.229860368540959,3.0,-0.0835973881470497,25.886520462480217,19.681968352492355,-0.0672449636952913,0.0481576189901229,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0017068876461855,23.8063210996207,19.13885964912281,0.0887807033025243,0.123193789032024,1.0,0.0357891327279142,25.94618889759841,21.26309859154929,0.2560362077860406,0.2826955352583122,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0424146086173057,23.29189418713217,18.73043859649123,0.2065014355685557,0.2082448050379635,0.0,-0.0279327804946001,27.04931412006961,21.8656338028169,0.0171718529261796,0.0566803008143271,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0292671501450448,24.650398509366937,19.63083280140552,0.1710764453250217,0.1955481950359219,4.0,-0.0436643331820698,21.949902320754973,18.85224957952501,0.103432945488791,0.0937968963555461,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0533216530315501,23.288402122538432,18.616649122807026,0.2316708673108296,0.2646980212872023,2.0,-0.1455941612481699,27.860194609190582,21.857887323943658,-0.1692359336414043,-0.0401746955954166,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0143828748911468,24.68493412630688,20.04250112067549,0.1199286812948778,0.1524191261862075,1.0,0.0006243630598234,22.44259902427864,17.129169714806316,0.0729742699284417,0.1077395417418293,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0036999995754932,23.429579444261552,18.715272514956965,0.0608276443214099,0.1436239647266052,0.0,0.0257043969688218,27.447518235586383,22.34271551107992,0.2734089629491143,0.3027680711881246,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0265652624362028,23.916220340155785,18.779228126567634,0.1629885535254771,0.2368772555147602,3.0,-0.0894834705822062,25.75026899590004,21.236789183347305,-0.0107620539941214,0.0708211762712144,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.010807818957558,24.02729022199238,19.152165805492213,0.1039606940083864,0.1815131418406983,2.0,-0.0159503339640347,25.23879657648548,20.146505686181914,0.1139530611792599,0.170444353776993,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0265788030215006,24.09119996062352,19.327205862454065,0.1630300825448614,0.2459224532588782,4.0,-0.0789614299962657,25.0079575173806,19.07322022620042,-0.0075020973143625,0.0440754730928515,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},-0.0005377014657108,24.22483669852442,19.24657894736842,0.0160730654229087,0.052798082962752,1.0,0.0142373167615519,24.89802447053201,20.88225352112676,0.2635658496058328,0.2043026148474026,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0307105511449188,23.90362371783297,19.10065957267331,0.1752442613751412,0.2492798277388479,0.0,-0.0651747431894713,25.66975755444638,20.49033455994148,-0.084279316490423,-0.0382444487203432,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0207554276729093,24.588776988128743,20.000894736842103,0.1812664475778121,0.1801219650849073,4.0,-0.016876357252842,22.56859078765985,17.726197183098595,0.0770958434627431,0.0876835220285933,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0055559878697201,24.195030261507974,19.358836646499384,0.0745384992451538,0.0751040688833586,3.0,0.0024577512221825,24.9024182212532,20.11286694799765,0.0761261410008066,0.0099786174680166,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0143061279050122,24.084950075088884,19.42653247019864,0.1196082267447036,0.1947288711692016,2.0,-0.0040700374282025,24.85389545547594,18.80922173815717,0.1484631777889545,0.2465683394340966,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0771682898901581,22.68934521551499,17.594551645914713,0.2828874772247682,0.2836123707422386,1.0,-0.3128395579338887,28.284968664295715,22.9719440034148,0.0708639524410289,0.039460798812559,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0607673782705597,26.04629907070366,21.07485343562447,-0.046372006324053,-0.0273653903543983,0.0,-0.0987062152562414,23.26485774055987,18.411688285617657,-0.0564105683781154,-0.0974237790751552,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0231926562072499,23.40295681598016,18.74689446284853,0.0737217818478551,0.1089383782792196,2.0,-0.0536906786856512,28.135392086811184,22.965407713237568,-0.0065713305553412,-0.043589025755879,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1392180936693375,23.3316883790991,18.40013295918485,0.3804708997891314,0.341477557529204,3.0,-0.1533287689207443,23.317893820229344,19.01474318713677,-0.0516399676291401,-0.0821501842078761,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1538666551806605,22.38424311217486,18.06224347208587,0.3967672190788607,0.352006697285917,4.0,-0.1061571590059298,25.616530708850267,19.938312256071303,0.0243727759158979,0.0347932342915943,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4512758758510647,18.5116762279402,14.87508133832146,0.6769001837993114,0.6274436935699101,1.0,-0.2977153545883135,25.84763992327713,20.19380530177957,0.1611277017736181,0.0986138613861386,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3274925337758472,19.38279075532914,15.209207067695454,0.5781246122569486,0.5137873066884195,0.0,-0.4132076236183097,28.74579859024098,22.241672440553327,0.2832738932436565,0.2889660274342175,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2458667205654489,22.35752178097036,17.667453780042326,0.5055446541781499,0.4896738626025121,2.0,-0.1888783136070895,21.800393228368844,17.34174392700195,0.1296553987732264,0.0303013662522514,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0585900974151212,22.604018154066416,17.70359924658021,0.4493213400527833,0.4130362885593268,3.0,-0.0109054573132763,27.62439093059735,23.143641215237707,-0.0883573371237443,-0.0844281638547427,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1760285893352722,21.449518412941945,17.012733819349755,0.4516428745853701,0.3994219677409055,4.0,-0.0230321647866484,26.42704597548328,21.76904854407677,0.0362806236382397,0.0482166604304221,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0812383812375436,24.676553679344032,19.93896852106186,0.3163694063512843,0.3091128289757869,4.0,-0.2600935576912198,19.650530300977326,16.42543137494255,0.0785283734047412,0.095563806918116,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.125169685817958,21.63757722875821,16.91780698909971,0.3695593942239867,0.3485045082419487,3.0,-0.063295204194739,28.702145144760355,23.713543139289406,-0.0711839945392458,-0.0955442642173148,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0027480212623112,25.676196776550285,20.51315817821269,0.0860606588318033,0.1076757930916099,0.0,-0.0288868839265006,21.146545544245544,17.90171390430347,0.1794084776997871,0.1868075939277103,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0195486453897839,25.266947567633608,20.539663395668143,0.02995766031769,0.0571402209507833,2.0,-0.1221276340929244,22.98927448223508,19.19049129139293,0.104588083590821,0.1013974622055285,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0027916401435219,24.17235634915004,19.217611994462853,0.0674729825731157,0.0397364973371322,1.0,-0.189756554899366,26.731562683428866,21.19866144997733,-0.1966041057085323,-0.1700828697139831,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0125396828656006,24.286717815907394,19.0397414009737,0.2882333308164845,0.2666836526988241,1.0,-0.011450272558084,24.38304151069777,20.383298087981814,-0.0501640525582115,-0.0284729255331442,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0054073054317408,24.34142710317617,19.430652202108632,0.152446505327072,0.1301047232107871,0.0,-0.0106436041883488,24.47295778584608,20.62857561874389,0.0176260689131504,0.0142757517334362,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0558784881468296,24.34341867266346,19.93455567405007,0.3587544254362884,0.3410369069303147,4.0,-0.0775750670246975,22.14824317816974,16.994545736430602,0.0544319066784317,0.1401309846431797,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.054827427316208,24.00364703310377,19.44485336778898,0.3408186851652487,0.3334676485182897,3.0,0.0108990973343037,22.821193375196195,17.551350687510933,0.1935857847073201,0.0661664937345358,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.098250796759129,24.122308025798063,19.15127635204431,0.3814494970848676,0.3432615024405382,2.0,-0.0094555548275618,21.20702633202895,16.223267117375915,0.3160990267307508,0.3336557097250147,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1466576598291761,22.481265996177168,17.723881685601828,0.404668312703647,0.3613140826158129,2.0,-0.1526337180406427,26.34813085739889,21.55737319138471,0.0943880296951788,0.0503813288130344,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0327324847695322,23.85247501935423,18.85927115650384,0.0823466368489302,0.0568185940470294,4.0,-0.2184652721459421,28.97853115099652,22.328863924243787,-0.0189943533958609,-0.0032497961272627,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0366767137433168,25.1639751919961,20.20268807510832,0.0982583029056123,0.0942657469086699,1.0,-0.0879009662227647,24.297688394072463,20.1983020921187,0.0830285543646301,0.068190623789229,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0329646569449464,23.84497979605324,18.695563431633843,0.2015842856615104,0.1954120360816384,3.0,-0.2307363924652179,27.133561041096883,22.10941492302473,-0.1271795973094271,-0.1267701306665409,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1515274466321891,22.305100378943948,17.61890970478887,0.3928409347978346,0.3311628899851076,0.0,-0.0838513345234315,26.07545754743626,20.78100435638428,0.1750446427175699,0.1076183778715424,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0140824500472787,23.38468836022303,18.492993207100103,0.297701708971446,0.2826467725572613,0.0,-0.0086780055669537,27.139566386917643,21.85926897347692,-0.0440808578539484,0.0305089548561925,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4076966702124067,18.88782576072304,15.03532184796122,0.6447130639462674,0.5986914631192817,4.0,-0.1054704556979591,24.56060426216868,19.805558064778648,0.0727941478710505,0.0141129032258064,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0374166789101321,23.653757978917643,19.335664303097385,0.3514886893515003,0.3319868915796545,2.0,-0.000547311895398,25.13764426893336,18.94162708582504,0.1106828361825295,0.1197650663942799,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1398656038583855,22.584647577457368,18.014681410047743,0.4129544374256418,0.4063007170964724,1.0,0.0208247940332143,24.287355839835428,19.328058138115463,0.1545523381856332,0.0684277560262276,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1118983339035228,23.071114430243696,18.394133180807565,0.3661750027250465,0.3203445641403923,3.0,-0.0559359795772054,24.23252643889656,19.126450534577064,0.1724492985597109,0.1583432371618797,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0105289105750081,24.420791993382533,19.71820583994796,0.0799878672236052,0.0784409377572133,4.0,-0.1669931185367295,25.45796553671544,19.755885222061828,-0.092743684001164,-0.1758693448131898,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0930473148549025,21.942450934599588,17.604165657548347,0.3051021648949116,0.2372453874145652,0.0,-0.0154022814322525,26.947340735429343,20.75648227419172,0.3258601715324958,0.3632755549100532,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0491487114749287,24.46838968101913,19.493010122734205,0.2341479912105667,0.2497970198826289,1.0,0.0385572760782494,20.964285993507985,16.856659702784576,0.2328248036961843,0.1750853042089046,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0097779840714693,23.15455258149799,18.10955028472408,0.0911149811289392,0.0866099437025753,2.0,-0.095935291519779,28.07095810822997,22.48259062731708,0.0540833921790467,0.0718896028741132,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1021118477981687,22.341365781612662,17.48283463809365,0.3265471807191649,0.3061670195142511,3.0,-0.3237495950145479,31.6019242218022,25.48098551038285,-0.2610494203236103,-0.2385647216633132,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0109164990887398,23.08777144302356,18.26105263837909,0.2503476027364167,0.2413218064486507,4.0,-0.0154332533764351,27.51859321114673,23.71176274028577,-0.1105134847728003,-0.1518132412286774,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0083373159490048,22.70264801605812,18.40207610050521,0.2845919600687751,0.2902882111844593,0.0,0.0027228648423865,27.791665514625777,22.70638400268555,0.0677068090207359,0.031764544278938,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.193890155941532,21.27949224133969,16.822650373968884,0.4561652520592135,0.4377510490205106,2.0,-0.0162585428809827,26.78071487928297,21.45781397532268,0.1169411264939637,0.0674824734477981,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0135499757475778,22.59037414049699,18.16125854859869,0.3970501842876059,0.3804065842286894,1.0,-0.010053530024316,27.90029433663653,22.499518536719208,-0.0387721504239712,0.0003918581669376,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1856936168794789,20.60918005729121,16.476175872440866,0.4752699400062083,0.4323806415077948,3.0,-0.2257312887478644,30.65713227254385,23.842240111712112,0.0463893684551968,0.0102798400913763,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3074354699061925,19.78866676444515,15.886361461639405,0.5548617118727924,0.5483511858007911,1.0,-0.068101182049042,26.863514774526525,19.92346100568772,0.1714181582945028,0.1825013564839935,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1502398985220551,21.98745062446287,17.121563825351526,0.4101961535678369,0.3953977038130077,4.0,-0.1069051010635255,27.05370725851375,21.41931566740337,-0.0626737783644819,-0.0150406987734561,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0740810725605038,24.642124628277493,20.02394879705256,0.2728590294496599,0.2903602682845078,3.0,-0.255782126861525,20.82759542229075,16.680460174937306,0.0714167327954423,0.1304652213188798,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0779218504441432,22.246613409371136,17.598515365414503,0.2794181984401327,0.2131825515404465,2.0,0.0593617354668416,26.00176080922423,20.98074388816141,0.2698384986024321,0.2677140860627098,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1170968450548203,22.54842081170341,18.48093648058303,0.3879253223036298,0.3677083972952829,0.0,0.036327083841772,24.690963120492267,19.83743642239957,0.2302755030713032,0.2428007612118485,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6411999884757555,14.828816499401864,11.158761704855593,0.8070166592950432,0.7954353343902951,2.0,-0.1010185294613206,24.33516558033368,18.85206030496737,0.2449464844252702,0.1834655695954549,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1078442128734394,23.078693699660544,18.41186907746071,0.4095029042821901,0.3406647982947323,1.0,0.0181640833443761,23.773972427993662,18.907940742336976,0.2554418474523416,0.3030121422917113,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.390054072948313,19.946264562761897,15.1590757924439,0.6492465158993606,0.6587509267394326,4.0,-0.0857221499655069,22.190857951970177,17.156578510529403,0.3040307743323704,0.2109628394032064,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3137926921284123,20.53228743969584,16.490910411603526,0.5720959842687022,0.5033083298891069,0.0,0.1341304224772715,21.55720091072412,16.89626862069835,0.3780499305917339,0.3926606352973814,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1692088049621579,23.310844677252124,18.488770824525417,0.4516030371545744,0.4519228579614884,3.0,-0.0856197901742796,21.695436831794005,17.07095886993408,0.0856502952390099,0.0672497351396434,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0073764392858326,25.247299070649674,19.92570506504604,0.0551833697398107,0.0574402138116944,1.0,-0.0698583509374577,21.52530565908174,17.877928663506566,0.0256924557647006,0.1057056048543417,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0216169621480208,24.324701266511045,19.80896739398309,0.0126398259681847,-0.0194234733431547,0.0,-0.1010565482932306,26.046307838490165,19.90571230710208,-0.0870404978629655,-0.0394331877419423,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0034062177375759,23.73685555008611,18.88088969535568,0.0712917806201756,0.0626107282520584,2.0,-0.1496486681668531,28.619020353581387,22.70798381436256,-0.2359791602090754,-0.1984865463951547,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0193498853804214,24.953807026642405,19.684582962408303,0.0076378454682522,-0.0332310606633281,4.0,-0.1615291736222104,24.6182415071345,19.39487025104869,0.0470617243502627,0.0297726253243894,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0117329987233574,24.79232283022485,20.044025302844105,0.0325350274382134,0.050846196717135,3.0,-0.0279035594657457,23.45789970646888,17.53923128963856,0.1354161454659085,0.1585631596867552,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0532086353517031,22.868250227292084,18.20103494373668,0.3483209209177543,0.304006739568138,0.0,-0.0493277985971825,26.89147966000825,21.239452507113235,0.1152700137507738,0.1140363258618325,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1247166801835127,22.82994509638936,17.939486800145062,0.3829873136379695,0.351970965068029,1.0,-0.1517863714005265,25.54521309836496,20.377813268521933,0.0953953738174379,0.0425117407943778,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2584065305839982,21.75546380067064,17.259381415026283,0.5448760508229388,0.5243120059230075,2.0,0.1213258433581988,19.08537130831892,15.156601077695438,0.3486183386860031,0.3000036514785446,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3431315877212707,19.41667114442881,15.505874066596483,0.5943726828151864,0.541175132294953,3.0,-0.5938725819761108,30.73616965961416,23.905594430318693,0.050771770578982,0.0573135757867879,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.037892323640126,22.81414794289282,18.1324309363732,0.3420206103571228,0.3469319235249694,4.0,-0.0345884226060524,27.390105195883933,22.6696022494634,-0.1615110051487958,-0.1538524145415084,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2304617606628276,22.478504419241755,17.916229418025296,0.5017566538931129,0.4546284923393245,3.0,0.0310876532254386,19.6053152394166,14.851043332417806,0.3431849690373081,0.3275622918289972,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0107731614626453,23.9732043263346,18.76922467491179,0.1923912271685699,0.1610839971949781,2.0,-0.2202868721521376,27.26039969460785,22.30516429218493,-0.1301299832872897,-0.0920425953343938,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.219750346106095,21.108764190830147,16.80541141469855,0.4714342963368182,0.4284326865532509,4.0,0.0866473898913279,24.804456780132668,19.90910182469328,0.3162764546384319,0.3664014621311035,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0008612271117114,24.408902311122866,19.842975217440404,0.1404520395846615,0.0728149438074411,1.0,-0.1081048601626535,25.708868708503697,20.07011637812075,-0.0328523988778662,0.0256119839240043,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2400247431456511,22.22989944068388,17.596638734200422,0.4909426523298428,0.4673752862909878,0.0,-0.1376499432311884,21.158978760219025,16.106822373980563,0.1321278174372235,0.1482433937430394,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1934997114045423,21.76563157547343,16.99658286112392,0.4602054830656917,0.440430672450565,0.0,-0.0844428271428896,25.84625829890668,20.549223685429016,0.0109972256374348,-0.0586227793199719,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0453409572057981,23.45400961990441,18.83025364140796,0.3550141244672438,0.3485902216569582,1.0,0.0181389097012635,26.937447334707493,22.11564900352841,0.1575741347927324,0.1900170164492342,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0772500381144235,22.43203288763052,17.822766241169663,0.3870553945485245,0.39454553908802,2.0,-0.0457011967845122,28.393909667968973,23.55410983941494,-0.2179719508587209,-0.1423513195665094,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4014051725674706,17.788724954562973,14.25699348895219,0.6431040846554099,0.5821003683182369,3.0,0.0932444140901944,27.120476389625285,22.421164320038585,0.3165451476339797,0.2971686048770335,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1656995583724275,21.499153539083025,17.053407073809943,0.4323760821871716,0.3916215914682922,4.0,-0.1326359739846936,29.02412280509226,23.100149798270987,-0.098195284642522,-0.0550462196031816,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0385001065986021,25.09574431999521,20.40128267481707,0.024825145946565,0.0338611277387164,2.0,-0.1480026317240166,24.873499135095624,20.65600666618347,-0.0650272041583788,-0.0944444444444444,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0982977222712748,23.628056489602617,18.52098377087537,0.3203142083037252,0.3091822873249161,1.0,-0.3107460570353593,25.25259074851221,21.09477912267049,-0.0771960254656528,-0.0968512706287334,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0102696506452499,24.21793969080868,19.36956560187869,0.1293770638767183,0.1083824948929805,0.0,-0.041826100875141,24.914120264044488,19.19600262473611,0.1264516498236382,0.1037523380539756,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1421635214167821,20.74197087641756,16.259012626024536,0.383292657745863,0.3556330137212832,3.0,-0.1060174663864883,30.271353713515296,23.6144151198262,0.0794955886005443,0.0998707475018943,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0847662436580807,23.55941394969165,18.88855015645708,0.293195050759185,0.2180107947894704,4.0,0.0124576452073559,23.184210876336863,18.44125084927208,0.1850620561659759,0.2500888585099111,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0175683484092463,23.78282846670195,18.65555685078268,0.306810456966777,0.2730062313082508,0.0,0.0167551376351944,25.48847932725404,21.50074646915298,0.3200604252104136,0.2959903865872716,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0208137110518229,24.777862123814767,20.22982204920809,0.2732176229477883,0.2643177795020076,1.0,-0.0358672885314388,21.76316033576474,17.03527648078071,0.1890792532779219,0.2168306643514052,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.203971546414569,20.428304611633845,16.178826402252795,0.4614381304467362,0.4005112324219672,2.0,-0.0594914095658358,28.59549345657704,22.42565053958704,0.1066958073215509,0.1160690625196025,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0181603469725628,25.56497287479605,20.89431425245546,0.2605709409870752,0.2759039593385835,3.0,-0.066938095836815,18.66388018435826,14.880690962962616,0.1636583657823143,0.1639636563700522,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1587133314134734,22.30826135633449,17.702144680316632,0.4314049307003392,0.3625586895931005,4.0,0.0903979652810034,23.482637379479097,19.16081777572632,0.3226175529385357,0.3794327804670774,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1466026543909477,22.58512587833063,17.84939002762127,0.3985977455463018,0.3658739907012218,3.0,-0.0614198161067827,25.007721510390606,20.325623266670146,0.1848314169477964,0.2000187267584104,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0615044078976503,23.28772525609848,18.886992374126727,0.2482976898603701,0.2251947316873853,0.0,-0.1841102756716692,27.60156876987175,21.37265246629716,-0.1846457271415068,-0.1753600629420791,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1025018152472736,22.61524683513895,17.707135990230178,0.3556797606950381,0.3245173830190909,1.0,-0.4248226024007544,30.80835262310583,23.01845526309724,-0.1541378272898715,-0.0981548109320919,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0356279975972353,24.61184870862654,19.82902879189754,0.0317744511179507,0.0167081044551928,2.0,-0.0517509209822195,25.79049875668435,20.96658510017395,0.0382783843039425,0.0485703737137601,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1363740855701922,21.43589777205944,16.928331523068504,0.370456005352926,0.3297387314261733,4.0,-0.0666153423794249,28.382585804397067,22.808378217963767,0.1804987189056102,0.1412228119985802,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.066681628279124,24.74398499055001,20.329751625499505,0.3141491038041529,0.3019923954271519,3.0,-0.0120871912135713,20.794639152960738,16.052291213186162,0.1024262171524617,0.1510573595241595,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.192080153140978,20.088677444147937,15.99280960676735,0.4394306912243905,0.3875468619546583,0.0,-0.1844508474414317,31.133083171532544,24.55921226116142,0.0972913171980226,0.0899820036010008,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0210115496928366,24.428789411497576,19.641628645728616,0.205234489245372,0.1793880065310474,4.0,-0.0323802312386534,23.753329735588608,18.2653866776966,-0.1449409949776481,-0.1347372684013364,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2368031763241569,22.12085187567376,18.200201794396527,0.4927579494314767,0.4584348831554861,2.0,0.0716785220179699,21.32580493865153,15.822261566022124,0.2997243497857088,0.2814852226057563,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0597688161468163,23.339297897393948,18.976251243562736,0.334240185666767,0.2983422976143037,1.0,-0.0174050640666838,25.576825506511863,20.07551100484441,-0.0290788093854322,0.0889342866870956,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0193667803221522,25.125816114655024,20.662251060917693,0.026631899636997,0.0310550575259902,0.0,-0.0969983916087289,23.976756363753065,18.525373607258224,-0.1331846956817427,-0.1547857939162286,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0538606649402951,22.86265504762812,18.555779119158323,0.2342159539061519,0.2250465994501194,4.0,0.0200006276078043,26.67713900078423,20.929236686969627,0.1451169662249051,0.1193956404461617,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0132309674230761,24.50287701749138,19.53675233505192,0.0521948238165041,0.0307605256418021,3.0,-0.2200998678955017,25.70865623714495,20.208338947081835,-0.1128675267247808,-0.1322017883983219,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.089594006444293,23.225578206756424,18.61295783164806,0.3005097975961356,0.2954528681526634,2.0,-0.0594748893694929,25.083997832848773,20.35672645907932,0.0970263094518626,0.0874926430951275,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.034532568703095,25.31276245807281,20.32085589938693,-0.0207419099179651,-0.0239580793512542,1.0,-0.0368446150621988,23.42345577388819,19.79536627036647,0.0450916182158948,0.0562501968445383,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1153886346318404,21.93153485800713,17.498025592565536,0.3572130625547474,0.3077029816812336,0.0,-0.05455606805147,27.45148030634231,21.279874492645263,0.1734067306028635,0.1556075607560755,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1195462249171495,21.417519912052512,16.936112177900835,0.3515503827820484,0.3250437487821168,3.0,-0.2507094345235554,32.128636357245206,25.01074860466851,0.0690558827551308,0.0188912539030444,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1535511928895453,21.45998079790024,16.80374687432315,0.399669533443288,0.3887353824762626,2.0,-0.3096974443600231,30.89396026134222,23.702451148755625,0.0004256390987485,-0.0604947433518862,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0017069029662684,24.75885942813249,20.116865978312944,0.164162074010146,0.1689606492741092,4.0,0.0031268661492368,23.2372362822048,18.79124155736232,0.2747646656202046,0.2362478101608536,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0095623394954923,24.78440213394631,20.089511117895608,0.1566376729143585,0.1385091422463993,1.0,0.0001609834619149,23.3223041649799,18.24509007462212,0.0232236875961626,0.0039296141402982,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0841079473210393,22.49121644143184,18.2902781528166,0.3049398691668186,0.244978724976898,3.0,-0.1230436278971831,28.125156593389725,20.99913212103593,0.0084209316819019,0.0413913773796192,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1587308321855018,25.466754146956102,19.737544134859395,-0.0819277023822578,-0.0539780294080647,0.0,-0.2743050989256363,29.41483092469293,22.18888644204211,-0.0169477137263169,0.0625155889925457,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0877733520911803,25.07969616132588,20.062740113061803,-0.0258108969049257,-0.0306124389431073,4.0,-0.1628905030293395,27.06101401684841,21.557760193195747,-0.1266453944653539,-0.1120330601208773,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0739265842073535,25.73271336735252,20.51987032965894,0.0339385620455537,0.0269042290694767,1.0,-0.2596071107099986,24.29014345889965,20.478054367736146,0.1351824838968607,0.185476871138793,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.134742067902288,23.158136918679496,18.25815103632804,0.374673673352755,0.3159028874443805,2.0,-0.2090752745688302,25.005427128560253,19.161906824314848,-0.1028703768322867,-0.1052855925006164,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0877653203027156,24.21400330448751,19.36117883233463,0.3113738585293547,0.2778887102243192,0.0,-0.0074908684262786,20.880132952225097,16.42120549973987,0.2355787497560625,0.1958398088503824,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.001445234613032,25.04549844516285,20.62867360183428,0.0512846769834453,0.0402842960114548,3.0,-0.0181035433955127,22.467273445837296,16.80587434035081,-0.0521808390485761,-0.0223364482262012,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0931652514759671,22.72400914038764,18.06267750758751,0.3303329843147544,0.3196478110410082,2.0,-0.1712759295764185,27.67458840664985,21.06682766980464,-0.1669184311517005,-0.1325164022032473,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0176647445002775,23.123817789232533,18.563684035860742,0.2005705122978231,0.1638573823566702,1.0,-0.1199372819976209,27.877284774372143,21.35273537489948,0.0060254267195757,-0.011628020598763,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0103079901602123,24.55813387465612,19.38695551740445,0.1131484206290468,0.1011808007132611,4.0,-0.0983263563302974,25.11319063068445,18.90504905700684,0.2305820600824313,0.2255713670662969,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0033356359535154,23.39233789099123,18.62420126284695,0.1237166568692441,0.1165287492525644,0.0,-0.0540269953830068,29.16642787694805,23.388037433908945,0.0070162589927438,-0.0541149943657147,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0707689227749071,24.978950853522846,20.26483598895021,-0.0245678770681128,-0.0391838910168638,2.0,-0.082302354285936,26.07134424585923,20.27415466694892,-0.0500322684139901,-0.0555501460564751,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0276025488197442,23.069140263916857,17.963865880929927,0.190656526606985,0.1893068628983366,3.0,-0.0832215000779361,27.92010955888192,22.97706135575489,-0.0842017348284656,-0.0169496583211482,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0036894460321865,24.48291557494018,19.77652153068303,0.1126689256791172,0.1102912296086725,4.0,-0.0014550168846307,22.896767062891414,17.433305835447452,0.2744338981967213,0.2349652904640117,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0410006719714313,22.94094209161276,18.177266533402616,0.2067209820962481,0.1808855859389721,1.0,-0.1532369415055587,27.90965811578082,21.91064032352332,-0.0641271000618444,-0.0864192949907235,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0127387241268569,24.77405359404125,19.816668107417595,0.1787250329596851,0.204278439122007,4.0,0.0312577178595669,21.80510970821744,17.03596829051703,0.4078564581351297,0.3534905557682558,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0025157869781289,23.376979026978223,18.66460261431607,-0.0219629214321321,-0.0118200195201416,0.0,-0.0123428799640219,27.376929576025464,22.817368034694507,-0.2934302496709928,-0.2210380302920793,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0014950039641132,24.078171546871243,18.98996168270917,0.112965275752619,0.1142614062463108,3.0,-0.0504813020217618,26.180246088765,20.80967003504436,0.0062612558583141,-0.0705046266353989,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0025562850404101,24.741138991334346,20.196113558527248,0.0354748739779729,-0.0265581701261704,2.0,-0.0277453930825943,23.54429757503938,18.105434017181395,-0.2694338502091601,-0.2527033214751153,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0021365198497074,26.1141193375256,21.199924743053963,-0.0140080453194514,-0.0480811140150385,1.0,-0.0036140514603808,19.56015304536512,15.181552297762124,-0.0048942131807582,0.0101688992428654,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0003346894917217,24.065290789600063,19.325041691683985,0.1103550156362939,0.1081906753043526,2.0,-0.0834158162859093,26.090729319811786,20.37848523899001,-0.0794354787836936,-0.1312927165180208,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1292526707085503,23.044368790116227,18.32687530631449,0.3601786600903029,0.3325373251570689,4.0,-0.2613737730173853,26.388780536287307,19.905074761130592,-0.1501648629432989,-0.1410224235793651,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0087408128297954,25.4301745590526,20.33343832091192,0.1257790864682542,0.1195519230668694,3.0,-0.1309973422007622,20.54670208049112,16.942259251978484,-0.0792683945493801,-0.0513568757363985,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0950608241843363,23.311902732211497,18.53806605188838,0.3143961210641423,0.2772893882536247,1.0,-0.1792695742190029,25.436561866175488,18.901396735317736,0.2041015700199639,0.2391797153771881,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0598491158891139,24.93778265150573,19.7823497462364,0.2463478794753174,0.2602769220075328,0.0,-0.1534286517687499,20.759459258840373,17.307014748021178,0.0865805241045825,0.0807676425526679,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2332995792710454,20.688957389516577,16.46047467531858,0.4884779608005738,0.4384085993651662,2.0,0.0120943112529251,27.09346943262532,21.98318139648438,0.1925560763320512,0.2663459014959321,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2843327646050568,20.25316762836126,16.357493065728082,0.5343918029810071,0.4990386294629154,1.0,-0.06526886389121,26.305013706447298,20.62544957532381,0.1408936606122283,0.0321040880753109,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0392128209767496,24.305156970158784,19.962994161577367,0.3145515481798979,0.3083927001459591,3.0,-0.0027933427263384,23.1220891694842,17.78224840857766,0.0119665602742982,0.035081694382778,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.170623454304758,22.860862227066463,18.17744857608571,0.4569108787209582,0.4381044947627311,0.0,0.0668517201294907,21.5508556366936,17.033372955322267,0.2588952638534828,0.1237973209085614,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1079355460609999,23.16232847832841,18.6080720218137,0.3616662847138003,0.3309679704858811,4.0,0.0500685405496763,23.14042976157957,18.45076528695914,0.2803908464707435,0.2154315016134667,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0102721598647141,24.77217969014088,19.66013770474328,0.036298010544335,0.0163438166952677,2.0,-0.0230248926440141,23.46692558957871,18.800920731039607,0.0438446639225291,0.0238576936290414,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0729391227151761,20.9406573803682,16.696402846474687,0.2751393593783636,0.2466853872795353,3.0,-0.1148546326338098,31.721653073340025,24.97903526306153,0.164748189905105,0.1851316692554997,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0410231075493614,24.83852106484132,20.37901841519484,-0.0502085288989949,-0.1065823880931524,1.0,-0.0912050270117801,25.618692079448888,19.85631480823864,-0.1994624789469092,-0.1950547273395278,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0212903037741578,23.85092143742916,19.1923703153161,0.0319567217620119,0.0147557523587917,4.0,-0.0787824509693073,27.28415393957732,23.050686474829604,-0.0946660899745976,-0.1053413633494634,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1102105420766588,21.948410819861444,17.246711433326805,0.3365790757022597,0.3225249382819594,0.0,-0.3907024314307841,32.721060814465524,25.31558016351907,-0.2550429322849478,-0.2621006674782754,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1438706172081402,22.996273370882346,18.52443950742483,0.4039983616723824,0.3382177148463124,3.0,0.0110081183111905,22.961190911830467,17.059648412323,0.2051382549722576,0.265791376512977,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0086483501396399,22.82049617318402,18.107748137050205,0.1827354758415749,0.1454888105190061,4.0,-0.0408564906150752,30.115296079310905,24.6460035795324,-0.0973817835951176,-0.0271980302912553,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0033727729396983,24.09045931338466,18.97131537818155,0.1275827896282449,0.0718346870742172,0.0,-0.2109109296576548,26.306405616726305,20.23981156432513,-0.1142483106338019,-0.0506580049259611,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0097092537961336,24.05534629629836,19.0269108777576,0.1749946245495265,0.11235235674736,1.0,-0.2293433573660637,26.051283714520107,20.31501351300408,0.0827482534489602,0.0660966159721866,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1479548336216527,22.554251260384834,17.90389376149033,0.4009959696838271,0.3788089490646775,2.0,-0.0687085410620662,25.086381156805693,20.514395219554075,0.0461739262750374,0.0345238141110946,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0016553915394572,25.330789812140345,20.561748683647423,0.1365301074921372,0.115119420682616,1.0,-0.0753820128904936,22.68816312061025,17.994378554989595,0.0545939492412483,0.0275759281138737,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0403560591713501,25.912857904572483,21.14266288907509,0.0584028091719513,0.0516207293570872,0.0,-0.2739625957721781,24.09045399967523,20.043190831203084,-0.1852805664407035,-0.270985945757527,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1240426207228905,22.407174660654388,17.56858753818698,0.3672006044457881,0.3527092617769154,2.0,0.0452812004052119,25.15511151463237,19.80678973422961,0.2628111548030339,0.1100953353762342,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0644698676605368,26.032734721595457,20.8710716476165,-0.0130491094221116,-0.0109249076687405,3.0,-0.0870567628723637,22.13939300140469,16.727939307297333,0.0173930149437779,0.0523615650056252,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1139796392873361,21.711155856847647,17.288779793479225,0.3457204669153708,0.3135683037101114,4.0,-0.1018206026946424,29.680977596218483,24.094038460813923,0.0697790465194057,0.0975158084914182,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1764423580769979,22.661115612957616,18.360109090670733,0.4457390297815736,0.4170920138118091,0.0,-0.0641288852705932,22.077777688938628,17.679280560811364,0.203684747591198,0.1087851308765837,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1308676301389573,22.937369071171485,17.9000066119563,0.3865075637357988,0.3742301851990482,1.0,-0.0186124079500737,22.75777466099303,19.45393532915813,0.093540966551167,0.0142358824779944,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0209362535046947,23.38134722832585,18.607940148440274,0.1850423050903654,0.1553171500341351,3.0,-0.2115241267886305,27.02541714030897,20.86809771496317,-0.0032490899885597,0.0202596221647472,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2380334231587049,21.240275191100807,16.9614685996493,0.4969888035417311,0.4601348762212789,2.0,-0.1098196302707903,25.65554809165456,20.57288677808973,-0.0194479663894483,-0.028406799193316,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2190470092409373,21.67974625182856,17.119231498269475,0.4900883707249399,0.4160076337452629,4.0,0.1126221590713492,22.629577109478333,18.577072240999428,0.344769380791933,0.3211093865240755,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0874558440554787,24.35797822101,19.68673269436154,0.3044317053746559,0.2938355369839855,2.0,-0.2979169584759364,22.80629012634899,18.697325850926088,-0.1154053118050395,-0.1199353081375553,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0405621810592526,25.25967994711886,19.96538056146531,0.0113520775146887,-0.0182033697525664,1.0,-0.284921328987082,23.257006891237168,20.270868096409075,0.0615036547899408,0.0429247609775641,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0189034481964622,26.28407782250484,21.26179023251513,0.052331617440275,0.0225483485526376,0.0,-0.0218497795462531,21.08514445932633,16.85525569388537,0.0619182573579359,0.0259025839706131,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0928584820746727,21.95639411007287,17.314767124512613,0.3050022388491448,0.267580728959109,3.0,-0.1429505331334359,30.299918069569674,24.53777755918957,-0.0976340334951118,-0.0343019135364989,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0370239729865069,25.36442844875297,20.00851144017784,-0.006044355278492,-0.0064118757025211,4.0,-0.2103481420820117,23.7536829983347,20.440118550267712,-0.1003635375421801,-0.0769945778498275,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0046235573150298,24.6865669910438,19.94269550070946,0.0936112112775063,0.114328876742094,0.0,-0.0162208574556224,22.908808394625662,18.195966617750088,-0.0812784018214685,-0.0521373766898063,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0076561874699975,23.87560854186557,18.788802028157264,0.166416940285252,0.1711717864820892,1.0,0.0103303087544333,25.88753138882673,21.49832000523397,0.1770072341781308,0.2226952980377638,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0836088849617235,22.76338076407708,18.032031654902863,0.3282298983406217,0.313043784863097,2.0,-0.0285503916140916,26.73898109301568,21.784533193487874,-0.0441080994944564,-0.0127682843472317,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0047212180614697,24.66976217771707,19.55566828821746,0.1896912953292409,0.1885995018161367,3.0,-0.0443478505478933,23.34294887942836,18.18035969840156,0.0681217982046769,0.0330246318091195,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0041819818398967,25.505466218728174,20.333507555209525,0.1465316392804904,0.1488751217699959,4.0,-0.0505872258018338,22.00435709452657,16.990484642722393,-0.0995028591478934,-0.0449790252667221,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0241054366757604,26.055369216662,21.316409314320268,0.0515885003407355,0.0824617819368938,3.0,0.0155708600587234,20.700905142592845,16.407292718619946,0.1725030478029889,0.1104893083951578,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0775171373303102,25.438173446344774,19.929522234082665,-0.0673241361586398,-0.0495981730686031,4.0,-0.0845604551784737,24.68404402857664,20.42864361123478,0.0278656751765421,0.0045339508889294,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0315576315871108,22.432244188803374,17.614077519209186,0.19639959756183,0.1723288502145938,2.0,-0.0439532762884926,29.171767919059764,23.846710840561816,0.1541713995261124,0.1602696892710572,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0024135385240535,25.265167632410808,20.45368955371998,0.096095877924422,0.0557173133889465,1.0,-0.0485598641375257,21.67998644514613,16.630951331382576,0.1051353507599039,0.0636636806633842,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0126780910861036,25.39046076389385,20.668279465236026,0.1509068604630317,0.141698861902725,0.0,-0.1308446202835813,21.31968458908125,17.0579134720363,0.139207687200174,0.1214504596527068,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0080452934795699,25.19097818211684,20.564313879865946,0.1269618737979869,0.1125487132930787,4.0,0.0090391880099838,22.186836388972832,16.86744924371893,0.1434577490456534,0.1104060627657029,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0368796208180774,24.19000955395245,19.34263282956101,0.2647877215807742,0.2280566214608567,0.0,-0.0485711506951698,24.348767324759383,19.011457235298906,-0.1155544739583306,-0.1360456897826693,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0919481382516753,23.37104449814144,19.15304151053106,0.3511330506793556,0.2713511016885616,1.0,0.1047074285177896,22.08793419965419,17.935701220703127,0.3949369116418735,0.3140981418330594,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0005191199496898,23.05269106396508,18.279410555230736,0.0786508547898,0.1048407823252076,2.0,0.002494999562983,28.119746910619,23.245560548670152,0.1317105484272976,0.1100476365297221,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0323104872439199,25.63247707711862,20.77498533256323,0.2345705659525511,0.2126673560677659,3.0,-0.021023352661714,18.816905956182342,15.19454218854808,0.2719332063501676,0.2110835564886159,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0659133308686048,26.58107528051462,21.58338671226201,-0.1168205567168582,-0.1270568626960236,0.0,-0.1147867912131972,21.34012183574422,17.771656130622414,-0.0083442538931694,-0.0137007989776704,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0686314935837544,26.7233261329764,21.41898175099904,-0.1013752376431471,-0.1089044943079903,1.0,-0.1016240651117175,21.70027253798333,18.41203532422709,0.0342149909043758,-0.0150347770543127,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0388626349677871,24.408094389509323,19.788839712375548,-0.0067352331920611,-0.0167797312237962,2.0,-0.0886362268438745,27.31128062480313,21.031047533560496,-0.137367740931901,-0.0894044574351479,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0127314552858606,25.183349047085773,20.11514956988877,0.0668402111450834,0.0764069124132832,4.0,-0.037210975688583,22.41083347082421,18.445280436980426,0.0323558947985371,-0.0449550449550449,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0080659287108604,25.914153869004544,21.00608227726028,0.0651878621883845,0.0572511723317183,3.0,-0.0587943711698644,21.116982892487226,15.872864446547428,-0.0179944889298401,0.0135253125980194,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0453943508218382,22.919898045668248,18.133397112528485,0.2188132307941554,0.1941252034424073,0.0,-0.0777269668425781,27.65493457471201,22.24174116799998,0.0574812131680353,0.0181144037821879,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0067223035214643,24.790635997907625,20.185074998468043,-0.0682088089580082,-0.1104769880167777,3.0,-0.0453337490801415,23.74600072604745,18.27391401745024,-0.1803547373758418,-0.1625197626246768,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0005581357179642,23.325948258580286,18.99421672157619,0.1324455578695182,0.1846226268244274,2.0,0.0001102895610515,27.69915997321229,22.081836410522463,0.0970390007075714,0.1878127966935928,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0058005346953695,25.7084722338975,21.042855806746573,-0.0751874351855756,-0.1101458905946346,1.0,-0.4416369599013869,21.72398264496129,18.36589398729932,-0.0569853118309717,-0.0758174202583851,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0143132831585388,24.942722393836785,20.557307852330915,-0.1702917810184668,-0.1422838410623841,4.0,-0.019999586027452,23.354774730694608,17.801694333031065,-0.0201077658926337,-0.0524144115701466,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0355935779646796,24.24056173263779,19.00948433239055,0.0879488034211968,0.1141549412368356,2.0,-0.5077321456213941,28.6785806799262,22.07883641588819,-0.0335026517373022,-0.0548895321294848,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0610665356584144,22.95895423337728,17.89245555950764,0.2719444069076034,0.2695705376961624,1.0,-0.240847240469411,29.24951210736544,22.987666942395663,-0.1198470069589014,-0.1038361130772427,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0610687385088535,25.99356919340941,20.994269735776463,0.0181764936073501,0.0324532732095225,3.0,-0.1863669785574995,23.76530364555017,18.172087370554607,-0.1136597707590213,-0.0555414254663579,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1053002856985898,26.25463334788077,21.056279714039395,-0.0098108600559476,-0.0342886443550608,4.0,-0.848485954645531,26.349828938845235,22.01061638480739,-0.2679048604615993,-0.2987286397812713,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0800207632049827,25.327941867266475,20.08193073016381,-0.0070673523220943,-0.0011474613852572,0.0,-0.2637897213451858,26.701039320321264,20.521031350441355,-0.122177769233354,-0.1675146276711594,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0042560406049142,23.5080726565807,18.49287032432997,0.0718658468858774,0.0582004332796504,2.0,0.0101573233271438,26.27845786795256,22.24492950124839,0.18258235967336,0.1374661389426614,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0091421998963634,24.308588770319336,19.40369696409806,0.1353807912461967,0.114234463159874,3.0,-0.0216926388910254,24.357686252616865,19.41604584503174,0.0924549324710221,0.0599883961989375,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0073153883639668,24.986898465678223,20.23617135743082,0.1873937823104063,0.211296837927582,4.0,-0.1482484998762427,22.21736953303953,18.17915224925581,0.1073718895981595,0.1755420751420486,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0088877895771819,22.91428226078128,18.225718525518644,-0.1312674009799028,-0.1675720838677464,0.0,-0.120292158873531,29.066843453132982,23.33715957984496,-0.0965749118567908,-0.1758176277877226,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0024774094536466,24.589374467671263,19.71051052333592,0.0375649515974454,0.0243978289618392,1.0,0.0060207407566866,23.41908351888636,18.57570474897112,0.2247622049338051,0.1044380484174795,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0621240818035739,25.07277361840733,19.93083467124996,-0.0369871754176447,-0.0424362204621755,0.0,-0.1432884601294846,25.54470482896265,20.71740793185764,-0.0738736637205662,-0.1359756348520393,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.010338475757581,24.402978484454195,19.52803446469988,0.0858634701891092,0.0859065520696475,1.0,-0.18671286682162,26.85168015744372,21.76524026368794,-0.2105570119481045,-0.1796582365003417,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1036693295304853,26.928993819174643,21.97944169026225,-0.0827002546872103,-0.0962255036040056,4.0,-0.3684680802618425,22.46375237713784,18.38818928045976,0.030967413402591,0.0797172452407614,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0845433452836894,25.713267515800133,20.64429531395214,-0.0838444669456605,-0.0678365204927551,3.0,-0.0308966760990434,23.684424981190404,18.618874476641075,0.1030503128012671,0.1077864501471518,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0694339497411604,25.00011567252704,20.20310559556636,-0.0622885735985591,-0.0682306284758224,2.0,0.0579049757170502,24.78247579466765,21.03851409644411,0.2709749305221117,0.2161005963183822,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",4.689757345410772e-05,25.4123581342768,20.361976067767884,0.1011179933227795,0.1302829652754644,4.0,-0.0045797189683092,21.870685301763523,17.690524436257107,0.1889401219673802,0.19403994412785,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0045070450884689,24.61314818023501,19.424047825153053,0.0826081280774112,0.0763645760957807,3.0,0.003360648711336,23.634357779734906,20.039090129534404,0.0814875722867745,0.0363990911282515,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0002643483279416,24.75089254487717,19.92516405940056,0.0312311737656962,0.0427492442272415,2.0,-0.0083667865167493,23.533145336046413,18.374446945190428,0.0050477313916014,-0.0085270061881117,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0065407315668726,23.729168608275582,18.951602391152488,0.0905945645236546,0.0440698843517638,0.0,-0.0220521859614237,26.52765760500565,21.441520776516057,-0.1763334806594823,-0.1637062191554404,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0060918490468665,23.99383291263713,19.37895902993796,0.1173293308397115,0.0826109237212369,1.0,0.0183139580018617,25.35987832370079,19.36490751865932,0.2481049323593896,0.2554349253331456,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0444417319958871,22.992048406782217,18.10513422687237,0.0456399751405136,0.0712361184200142,2.0,-0.0307737586322223,28.92622094285128,22.91667539517085,0.2223757205073909,0.2470911797734629,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0175045551439803,25.414323953120487,20.45457616376701,0.0877194811447902,0.0704879189602315,1.0,-0.1302346778419356,20.853921783100567,17.604288210700542,0.19932626693211,0.173902422349736,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0841589219694421,24.6917640061736,20.451595651132088,0.2917776987001386,0.2591320522698348,0.0,-0.174797067847102,19.288128783007668,15.328440620067507,0.0142445638858135,0.0015944148308882,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0388279782108009,25.3257497735761,20.045601521125207,0.0229642142177554,0.028341362874088,3.0,-0.0527680685275526,23.390344906116454,18.06137132326762,0.2307975613131536,0.2176689421775341,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0319924139692253,25.27425132095664,20.88489656873972,0.107696557719617,0.0849025111149172,4.0,-0.0615372848329942,24.02886826894665,19.53823779591343,0.0309425002399637,0.0165773267696712,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0716287092272259,23.73063025406288,19.24527893655342,0.354087140155661,0.3108625949606061,2.0,0.0307779622239074,22.664988529343944,18.760186986788906,0.4047498442295439,0.1459303160916417,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0722509618495889,23.591046476187184,18.695008156619856,0.3589758871982577,0.2659674828887067,3.0,0.0800219411467579,22.949301580600537,19.646149888472124,0.3481116183933284,0.386445609768119,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.149065885407349,21.92677170570663,17.50336862509591,0.3882832870671084,0.3533051185050354,4.0,0.1173570893049984,24.40016117561932,20.27557795875951,0.361383031605728,0.2585181417999403,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0481602150734358,24.664253649292448,20.23400167706369,0.3627573217445181,0.3051604875221988,0.0,0.0480157486454366,21.277703181746823,16.40633441643966,0.3478489921499479,0.2801572886444889,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.032906882218777,24.43621172960835,19.71341423626336,0.2969956665933004,0.2789687884972991,1.0,0.0349443660331609,22.81704471167976,18.16266902751752,0.2950233866393943,0.3177348977637475,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0228703670485449,25.018334669225585,20.281962884390865,0.1584817644161707,0.1243921552548495,4.0,-0.0813556222708162,21.93725336768556,17.68607275606406,0.1059025635786014,0.1154116122813565,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0390584770982261,24.20792442900123,19.71220723721464,0.198319027315991,0.1820907716266681,0.0,-0.010438659936125,23.42365497158914,19.37981730143229,0.1631361164951602,0.1057865543655503,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0089268955659438,25.15481665491492,20.40475185968701,0.0527569484020091,0.0387005334610688,1.0,-0.0494137643365555,23.11646516440787,18.17187802344253,-0.0440503304044243,-0.095131332392996,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0015823898279133,22.71967329369692,17.96191768801309,0.0964058103887702,0.1036248442483775,2.0,-0.0504161378774616,28.357471186800858,22.82225842354515,0.0068299544031714,0.0371074994928205,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0405015619608412,22.800509566432584,18.058692120688303,0.204134570383273,0.2179492663554108,3.0,0.0505388377643621,27.292575962167668,22.75275438609876,0.287789991949467,0.28215994531784,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0053483621715046,24.713131666022,19.86967554609905,0.0054465871715747,-0.1335380645122367,4.0,-0.0168635537805512,23.813548267123814,19.30836319748236,-0.2181694343090399,-0.2106679723454341,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0714540197136781,22.425233367083585,17.731983747680157,0.3045965986288041,0.2795391305443206,3.0,-0.1340881426305507,28.022859304453487,21.85245451354981,0.0849550626356077,0.0430893820546981,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0596390912115023,22.88282862466375,17.976457019588814,0.3565482846503695,0.3163826656747983,2.0,-0.0807411920461353,26.9123782122415,21.753485386241564,-0.3103409696796638,-0.2540956699417119,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0085715178724902,25.16908960035487,20.36424941797051,0.1510958874590572,0.1295268091909423,1.0,-0.0127032401140028,21.074625273001097,16.445818268213518,-0.0431263431757586,-0.0588767596430442,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1156835987723048,21.90877493037625,17.35490888479984,0.3668850027680049,0.3263531443320941,0.0,-0.3180133564514604,31.2965776765806,24.2914664210444,-0.3354671917970339,-0.3204802723306667,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0004918238332393,22.63632261202297,18.342477406005862,0.1648745602834064,0.1461444306096104,2.0,-0.0280699571752893,28.42878133908712,22.88664126198247,0.1129001794985955,0.0945010819487643,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0734085312688062,24.943014502266564,19.811539448797703,0.0187683120516565,0.0394784487360126,3.0,-0.2480146173373072,27.6463394075,21.546372789001467,-0.0463920805977902,-0.0484489902462133,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0154676048839955,25.44938100859068,20.293007916796963,0.1827730422218056,0.1447164891989552,0.0,-0.1421972748670004,20.467690576825653,18.13482322349977,0.0694569323659922,0.0641987078564955,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0127402860110783,25.702005611581647,21.092470551671592,0.1124485517081388,0.0742811143370034,4.0,-0.2166125859510383,21.9610208303494,17.41913792226506,-0.0458519529923629,-0.053783626157323,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1119383625500736,22.780185641240383,18.255179245331707,0.3418282580078822,0.309920832275082,1.0,0.0261583559590292,24.787753040552328,19.044808592115128,0.2433131762887861,0.2186493874658297,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0482130829890834,24.59021327602557,20.324156407208083,0.3213311405879552,0.3131702930547109,4.0,0.0416679742599105,21.88152738945217,16.645333804175966,0.2781443734748799,0.2771984539741636,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0023475150117835,24.037107519526923,19.211358010010706,0.0572036437860346,-0.1086707281853811,0.0,-0.0228747961983248,25.54229801411935,20.19562306293688,-0.143467326796338,-0.1376232291378775,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1063758744445694,21.233473640670656,16.856458765087705,0.3422536539618064,0.3045250786803822,1.0,-0.0202396005713181,29.561863782132992,24.32540192811386,0.0937989418886979,-0.0305215254162651,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0208576937735194,23.238616133446808,18.311139084284484,-0.2472507402693825,-0.2955190015780355,3.0,-0.0044207026876719,27.52938935458512,22.44102381882158,0.1239616013248329,0.0061404280574022,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0136152988545074,25.02478021300487,20.197500626507928,0.2076777671505111,0.1696953863866183,2.0,-0.0370166132654483,22.256460137210595,18.15120795372689,0.0628402079704674,0.0307859105337068,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0699917965877507,25.06332789845424,20.14022315766232,-0.0480190070828114,-0.0431003931704872,0.0,-0.0918096258728833,25.601660343475416,20.467098193214056,-0.0637137150560732,-0.1068220341193809,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0113523313364676,24.00010677523687,19.3414945777136,0.0743775011335542,0.0665111211902112,1.0,-0.165291408471268,27.217888933589364,21.85913877365437,-0.2987830969460872,-0.2276415128418162,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.045513848849914,26.0216723448046,21.22541844364436,-0.0091506285032072,-0.0203160441356606,2.0,-0.1280769648957973,21.231034659738,16.60548930902591,0.0530839131139628,0.0741051250273383,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1090442792616299,25.82994889302424,20.819589358343595,-0.1324928816824038,-0.1503507230354482,3.0,-0.1449545083118295,25.00578374672327,19.53223850059509,0.0499748052479171,-0.0096812569226751,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0950699090396922,24.98545353845653,19.849466672330287,-0.0738449630131978,-0.0590819340419432,4.0,-0.1529520829511286,28.519847832713843,22.47804519526164,-0.2430968351863286,-0.2166157265907197,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.014244643258839,24.62494896980749,19.91303982148348,0.1405129997039646,0.2095159363288939,0.0,-0.0619875939001424,23.25719450345144,18.956879524408382,0.2232715758633679,0.1747023209450981,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0007005231004837,24.68603541632274,19.821806237182617,-0.0064338593108198,-0.0924864609285913,1.0,-0.0753649459770626,24.115600192610827,18.608919764104883,-0.2137883851783183,-0.1747701170872495,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0051186419658637,24.597520831599624,19.33523446957927,-0.0001857220578727,-0.0786047801409166,2.0,-0.1237191190102726,25.01394194459895,19.40626235426518,-0.1106088257378438,-0.1189552556362467,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0160396677318117,25.192545070057893,20.63697244365564,-0.0969886792262725,-0.1458329202747115,4.0,-0.1081014393205126,22.99851868094068,18.20803737511796,-0.3376443544579874,-0.2740555344410874,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0173926857216706,24.225691730982955,19.40119774513399,-0.2118172048095586,-0.2242376635064502,3.0,0.0092794398918271,25.09603912113594,20.293105761326785,0.2042641278857761,0.1254159147522693,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0254611965449249,23.828668823126453,18.54158847260057,0.1770361100824133,0.166450305737048,4.0,-0.0526417638928864,26.013068994079905,21.636814159339583,0.0051309678133276,0.0058014755197853,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0896386067050049,23.051014365766648,18.32996556439316,0.3049261361329169,0.2810903657764431,3.0,0.0311571925386392,24.871443093525585,19.20750383618852,0.1921352519915767,0.1162642521797451,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0261977452904659,24.580593451383105,19.50401122993335,0.171860771800467,0.1738813543793165,0.0,-0.0373968697066806,22.5510986163416,18.580023610289672,0.0433494241575088,0.0012072434607645,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0232817360461845,23.459820261899686,19.04894119209156,0.2133380817181809,0.1865745531003538,1.0,0.0379043121124323,25.77805290024681,20.43391445858378,0.2167191780607706,0.207813547954393,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0113331097861921,24.25741528024391,19.140873404787296,0.1381558387450787,0.1306750202689254,2.0,0.0059930582435351,24.26993176605092,19.03240929831921,0.1667412807260228,0.2014419852448021,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.027334288323892,24.04915261541307,19.0995062721654,0.3516140653985414,0.3457974216834625,0.0,-0.0160757445563832,24.636881708895345,19.053556404651044,0.052274808752295,0.0620897224176952,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0418825952277956,24.203871032349927,19.17727852965238,0.3060463009910055,0.2804029146188354,4.0,-0.0142997837765543,23.08841935171078,19.0770520599795,0.0260168350482993,0.0239103278875596,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.029683216735884,24.44404423844458,19.2288673111765,0.3190194590664,0.3337256644142901,3.0,-0.0003230468417272,22.5160026905152,18.94715986224967,0.0667822716729198,0.0420523138832997,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0710288268218123,23.637837733668427,18.604815463417456,0.3778523964408362,0.352775842113613,1.0,0.0195801024608298,23.641399546857706,18.52494822757345,0.2338013191873033,0.2070422535211267,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3620615370753077,20.10722296911853,16.10716326368901,0.6263626542683638,0.5838529601395681,2.0,0.0813039090844492,20.148441972114963,15.262710738920829,0.3528767548446638,0.3213977313806055,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0021225744413005,24.45308112961974,19.64875618864361,0.0832565242219269,0.0544596901406917,0.0,-0.003601162191605,24.147010756994664,19.095169480014857,0.0700016817747005,0.0116365831374238,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0100010649201319,24.56113218549027,19.621801564534504,0.1217968535074379,0.1204967578912155,4.0,0.0007511592076345,23.07124269947977,18.37393265415246,0.1254065373150892,0.0552649228705566,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.044268800270252,23.21727743708223,18.374430650945296,0.220326777323944,0.2093858006320751,3.0,-0.0364191458050575,27.33411798799359,23.000511140420404,-0.0486030972791435,0.0072267540810225,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0472062098094017,24.416672348235625,19.11272534768624,-0.03851952195526,-0.0365453680222977,2.0,-0.010491132828428,26.617014760870944,21.425660017846337,0.0783350947824843,0.103252850435949,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0033791067656143,24.60380936557725,19.94697327623869,0.0683693905761757,0.0304649627527574,1.0,-0.1231659019386088,24.978065575207665,18.5687313713826,-0.2608556471023546,-0.2651576123407109,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.022234055836888,23.306299850678776,18.543802535743044,0.3026909587541883,0.3126670090600725,0.0,-0.0543271951647241,27.297063065850907,22.099507706333213,0.2130762542846246,0.2469818913480885,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1745031583424056,21.598150888357285,17.291197639331482,0.4504160694250985,0.4208723974010063,1.0,0.0563618590491026,26.01843465431262,21.234993187273048,0.2453812169625303,0.2438967136150234,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0207579021858818,24.6552152607046,19.87483715177837,0.3110317739437152,0.3178832578890105,2.0,-0.0035581689992705,22.26559492747323,17.207687453149074,0.0040574214762103,0.0364520456069751,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0186521229066258,24.20483115258362,19.245892838327507,0.2963758612720012,0.2673279875754313,3.0,-0.0017228327599672,24.274372169387483,19.98200473409304,0.0087291496162003,0.0417508530434947,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0414672885738072,23.845126966822804,19.01498186345686,0.3587393542058191,0.3308922146463928,4.0,0.0090087611914668,24.46614572415314,20.189491684604697,0.1093896019526103,0.0867538564721663,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0142353611033605,24.54176808797142,19.764437770375032,0.1305284772365772,0.1329962795524859,0.0,-0.0716887454051449,25.390240824945803,19.1537937497421,0.0571005070543342,0.0299130609757408,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.069421741338834,26.04027596397838,20.545988065753072,0.0450780368012977,0.0467303139493777,1.0,-0.4392572573661852,23.54566266760035,19.62976511995557,-0.2365542436468527,-0.2275989268947015,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",7.77035692145489e-05,24.02588914138924,19.25226236042224,0.1506616453195235,0.1355013915393398,2.0,-0.1731879743530162,27.619820669737084,22.38238578259105,-0.1211346966747538,-0.0954401026199085,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0800065645412422,25.685946835448743,20.37830897200735,0.003408340656532,-0.0082617594968788,4.0,-0.0760644875273612,23.93890204638542,19.18606418555891,0.0426959995109009,0.0400737759892689,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0790193877481545,23.63871432136806,18.764629268445468,0.3013491786062708,0.2680166271938771,3.0,-0.0732376282836608,24.135439183519743,19.3119838961749,0.0519865202624416,0.0871905364763746,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0154298202791547,23.959582592988674,19.04868994568941,0.2910569638121177,0.2791919676269252,3.0,-0.0068234516982774,25.38508387116506,20.206965067688845,0.1684101369395371,0.1351777330650569,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0884669398461145,23.011823298787487,17.920896795440136,0.3792681765702121,0.3653940185891763,0.0,0.0333199636201763,25.06020784281966,20.562017377396707,0.2458662499283358,0.278355787700826,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2324650863445465,21.24700003606601,17.10428273117333,0.5092209742634445,0.4554927560876404,1.0,0.0783419185852984,23.94632751076611,19.62195502697582,0.2895083410371172,0.2418175720992622,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1277730339645374,22.72690626401,18.126202703643266,0.4119044938823303,0.3926506497826432,2.0,0.0869904191795707,23.55124653098416,18.867833935374943,0.3484279519534665,0.2790744466800804,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0072036751980135,24.308921273350787,19.301214352256373,0.1990183159814578,0.1915726727316006,4.0,-0.0148857102064943,24.51502412515984,19.676018964740592,0.0961104312862608,0.0906103286384976,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0606795124313228,23.96516313925109,19.295541464554635,0.2537438223093509,0.2347752904512663,1.0,0.0119447799985069,22.92440493696143,18.66047871871733,0.1641513683866677,0.1692488262910798,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0168279616386497,24.97991227152385,20.347389989217124,0.0773275293937051,0.0878512090161768,4.0,-0.029174238812855,23.156058519024217,18.37855499697403,0.0710813855367145,0.0037559315218479,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0406952632825292,24.77358185596457,19.782769482528952,0.0463978835883678,0.0478832203059886,3.0,0.0403540353053862,24.36923640057829,18.48177381703552,0.2268264925449389,0.2383635144198524,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0200164045014237,25.177174894482047,20.7060693367406,0.068798595370766,0.0450108374831214,0.0,0.0133911114768009,21.98848968780102,17.35038510389731,0.1483309150581832,0.0833172645675203,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0062765404578646,24.46523712551464,19.826439522726496,0.1019990298318473,0.1172306585755678,2.0,-0.1768779916450478,25.8714971146709,21.97837827118349,-0.0710322061987234,-0.1360160965794768,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1411409275385821,22.37012778992517,17.72560350438168,0.4498884950149098,0.423375119050524,1.0,0.0090907080901782,24.86694198904512,20.010904356190856,0.203185067786606,0.1810880372970857,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0215824722413661,23.96539964068,19.30568234788326,0.3162501103258927,0.3128766146878522,2.0,-0.0157730854292128,25.18442025897084,19.46220882362044,-0.0479750782321594,-0.014319248826291,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1472635250958602,22.79184772321683,17.98068095826266,0.4195563136421338,0.4033774340771907,0.0,0.0341995657503346,22.6170634847084,18.47090646878095,0.2332943903384589,0.1720992622401073,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0013184061937058,24.132782651354027,18.9600246480306,0.2368456796185488,0.2006276864492271,3.0,-0.0102057002979363,25.53277174018846,20.61023324456013,0.0424248326774539,0.0224012609100839,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0003721880336218,24.820011864527565,19.799255065917965,0.1316059439236769,0.0897857982270324,4.0,-0.0099706164166832,22.53167649487773,17.854780772034555,-0.0422741397747418,-0.067204346158779,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.27697949210839,20.440725015377723,15.715829154566713,0.5278875884449394,0.5034105186765396,2.0,0.1725311017397237,23.452631909222703,19.479306331150973,0.4185098081697275,0.4170725777525659,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0941699566789996,23.29900838557339,18.68826808139734,0.3070453893653853,0.2595434013878467,3.0,0.0244816330507033,23.779207121661383,18.436848431439472,0.2170389841786696,0.2559020791415157,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0329735445648452,23.72171657322659,18.811360752841885,0.1921186001788546,0.1900984607210484,1.0,-0.0631497395433333,26.28853810272393,20.7113242168158,-0.0425500777891272,-0.0352618650403492,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.046708526717208,23.95233607353398,18.94488307270251,0.2340405163775517,0.1852518696526921,0.0,0.0339036159011556,23.472833865113632,18.98150650776608,0.1967381823085476,0.0931094325102516,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.06706944243968,23.27887277386364,18.639938924421344,0.3053735821196865,0.2918748468335589,4.0,0.040917903303879,24.665974248505485,20.40009562747579,0.2222852932130915,0.1825285043594902,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0557600974907699,24.0399107027533,19.44136111450195,0.3355689084105084,0.3321225586658138,0.0,-0.0666309708411507,23.213712689338063,18.70812360306861,0.1577124808741512,0.1230560283077141,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1903841355866862,22.053874754009883,17.416329662925317,0.4725947606270182,0.4342791781943065,1.0,0.1919559485000102,21.47277563225711,17.730950014356154,0.4932173277293972,0.4731388329979878,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1719207111757611,22.87141181999425,18.13794950036835,0.4354680969155791,0.4112928612040172,4.0,-0.0853699619010606,22.11013042185765,17.648276337099745,0.0202827640904189,0.0113011401743796,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.333653887756013,20.14422443427497,15.68673970192357,0.5848169821762398,0.5141576139361251,2.0,-0.0181074568267911,23.47350959056842,19.6121040064852,0.2516378409812816,0.217607458151998,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1592906733979336,22.166357584258485,17.19833313416598,0.4398022881919277,0.4232718507311734,3.0,0.0966638713269989,23.976071098397075,20.0370822852766,0.3511045674494435,0.3194500335345405,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0163388251192784,24.23157737093244,19.18396909666897,0.1320281158001471,0.121439197394958,4.0,0.0042317182157284,24.04521147758043,19.68033454787563,0.1516190522261731,0.2031857813547954,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0088200807233297,24.36949710016296,19.56427106087668,0.1114182470524866,0.1325601103020099,3.0,-0.0274577074269213,24.231101756147563,20.50999727276009,0.1438859373690582,0.1575801272701863,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0589943824164652,24.33925869468517,19.07662335285388,0.2594721135510648,0.2583547447901154,2.0,-0.0183490788354532,21.59557848460362,17.147549500801194,0.0842314308143963,0.0993963782696176,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0931182287793553,23.69148300813783,18.544065756279124,0.3099073947910921,0.2748736695649323,1.0,0.0483341089135946,21.84470756983061,17.419222609828896,0.2410690814279505,0.2449362843729041,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1378132629656157,22.46580359159369,17.704333140590734,0.3788965154100808,0.36098809904446,0.0,-0.0378253356214071,25.701777027024523,21.058368805361464,0.0471845406312541,-0.0268276324614352,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0105263359810748,24.94313813039156,19.757359125505413,0.2216736653288785,0.2006292416041574,4.0,0.0141995475428241,21.33676890959135,17.204658766195806,0.1946891720572783,0.2101274312541917,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1263114318105183,22.832458021671844,18.20542376066509,0.40742370297763,0.3755074989582478,3.0,0.0914838642912792,23.11739787731966,18.06304241771429,0.3411250794220498,0.2909456740442655,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0116253404951461,23.71443950161118,19.13468927001953,0.1771822105474332,0.1530174156640193,2.0,-0.0538198776358676,26.88327082541343,22.53356583501252,-0.0648089145617275,-0.096076458752515,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0251760423482736,24.02446556626988,19.2698909558748,0.2565067252582154,0.2315285549051031,1.0,0.0015970024315205,24.41230681051695,18.92044291966398,0.2536945240833209,0.1995657240657328,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0118727955981168,24.05833025664,19.374059636166223,0.2900343677759405,0.2848543590929072,0.0,0.0083083444769895,25.023234845247146,20.46389862705285,0.1578262174868694,0.1698859825620388,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0800775536513558,24.80018654052808,20.15512353167618,0.0272370881816563,-0.0107303084364325,3.0,-0.1908677123170983,28.327541005285727,21.78471892773265,-0.0332178965089655,-0.0307176391683433,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0686305727094707,25.357206072639777,20.010399332146896,0.0467710819198683,0.0523851346369116,4.0,-0.1190682448959339,25.07164232603821,21.2542391462729,-0.0172758611864635,-0.0646216014576822,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1098925017521232,23.1411303115228,18.14205722768683,0.3432861021879823,0.3286203918967756,1.0,-0.0314409146918832,24.259021162088608,18.19277495908066,0.1882301987005023,0.1975855130784708,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0304675130770544,24.549778064330617,19.28721969631262,0.0832562042882059,0.0863725272550976,0.0,-0.0628243100713055,25.85095751539775,21.73726731636155,0.0759273321821785,0.0724010731052984,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0623943352746825,25.462949905882,19.64925678373638,0.0290083092501406,0.0191722116586972,2.0,-0.2413843450565227,25.296518427631,19.570286549312964,-0.0160087018918258,-0.0488598256203889,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1097308104029014,22.9530863706936,18.30754386553848,0.4020243876641063,0.3758128764531432,4.0,-0.0446238086434667,24.68190192117941,19.840174044756825,0.1325542537059104,0.067907444668008,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.028128452845086,24.09747341022357,19.534552398146243,0.2750005489082416,0.273035110853416,2.0,0.0138699988238965,24.054370367028067,18.14327919113804,0.1635082449868518,0.2125101652503023,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4046843030610464,18.63501736950525,15.0151247114215,0.6415451178713489,0.58500662560639,3.0,0.1533999469825878,23.239232271823283,17.74478341008576,0.4024693937072023,0.2833548517308403,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0107463431993078,25.06084629491337,19.72105973307292,0.2392001821202639,0.2280976543861107,1.0,0.0080580825548605,20.75224131094433,16.973604751372,0.1054601772585102,0.104612753414327,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0472346286138524,23.822338437655567,19.017900693123803,0.3562608519299525,0.3623695953656762,0.0,-0.0010752753105607,24.368142357603976,20.49456440455477,0.1395991197413578,0.0939973172367538,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0460449528523962,25.176872800468907,20.12327921790408,-0.014722574769386,-0.0267639536906105,2.0,-0.0458623257970958,23.95957556807376,19.216787281305017,0.0364462127161337,0.0724687497405559,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0014707879585929,23.86218100363909,18.85616365265428,0.1091201207054224,0.128440764083957,0.0,0.0475028375901449,25.859594437203835,20.695885972573723,0.2245430215346368,0.2068092455576162,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1154396546152881,23.85302534319129,18.77276292419433,0.3601208315211264,0.3193790577395348,4.0,-0.0598335595138592,20.690850112123726,15.690506719669823,0.1427848077013494,0.185010060362173,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0103213923882824,24.521633625877342,19.46055862855075,0.1657114987879466,0.1495932038693087,1.0,-0.1223196535463246,24.768290643116146,18.97000403283348,-0.1244225421047164,-0.066331877365488,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.052264243676088,24.641573200365023,19.96090524720309,-0.0185733397073352,-0.0247476955846899,3.0,-0.1047147130151688,27.18214656730961,21.53826681002765,-0.1536262590234326,-0.1514600223059792,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0231544105865532,24.362659272663585,19.11456072890968,0.3011856676336313,0.2826425963305426,0.0,0.0445880140454492,22.8484656899222,18.380626547370163,0.4146196923197643,0.3740673050040425,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0037260125650091,24.061493076880584,19.60387091546309,0.0935798468880884,0.0159390400081745,1.0,-0.0033848853645039,25.86349533319473,20.776510076388515,-0.0461701938015109,-0.0368209255533199,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0172365931919626,24.75002825589073,19.78780254377399,0.2817708117009578,0.2438238973888911,4.0,0.0242782340078526,21.73813406213147,17.008411867383497,0.3651905394751271,0.3892386757235694,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0915020471519578,23.820027893408906,18.70470151238692,0.3812272176675048,0.3653781604957071,3.0,0.0404448936960418,20.938011489225936,17.369379177899425,0.2777118096767723,0.266098810361551,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0109728359734242,24.0098464905257,19.17106767728036,0.1778066663186505,0.1530966888941939,2.0,0.002568539323929,25.24429062823073,19.977579751887788,0.3026150876943199,0.3019785378940308,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1078443594629884,23.900375031638884,19.245047100669456,0.3307415979099666,0.3226039724884423,4.0,-0.1802473212319479,21.99369300034824,17.73307658773073,0.0756813545128286,0.0643863179074446,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0596024231483549,25.53734319000052,20.74298677678694,-0.0346418348344981,-0.0289481610040944,2.0,-0.0199492889171333,22.59168631353628,18.68949776233082,0.1130972886360697,0.1572280116421086,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0146425328477206,24.232738278984577,19.59941865084464,0.0783413180162058,0.0620392692120762,0.0,-0.0554817342794582,26.29565911686997,19.6700412696516,0.0413911661160007,0.0226022803487592,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0276965085243434,23.84313815748537,19.26983522006922,0.057678429541371,0.0610657344379378,1.0,-0.157896714077721,29.04259010627097,21.51320187743281,-0.0021330178155949,0.0469148222669349,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0058234229530612,23.595188861446413,18.96717364100406,0.1262744014027533,0.1124301848833441,3.0,-0.0136671643479857,27.1652480391366,21.68503083027585,0.1050050136624513,0.0573780799657988,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0164244889426027,23.96544631932565,19.17988194355212,0.217558843027557,0.221501983988675,1.0,0.0012305582882243,25.327781112020187,19.944140502499863,0.0577722881758554,0.0518779342723004,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.003581087056603,24.799924880674496,19.56022443322968,0.1314124137032416,0.1105935612431052,3.0,0.0212876520392426,22.294591316590346,17.69438001176001,0.3653459254714846,0.3245527256111098,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0211083100670218,23.92502698296124,19.045745706123217,0.2174955678986091,0.2059393714918878,2.0,-0.0091328433946979,25.307102698250564,20.34183057543257,-0.0291603014914261,-0.0942320590207913,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0279135938728495,23.62157317375992,19.38727365380003,0.2503779552513709,0.2289045204979157,4.0,-0.004946342190444,25.929969931394503,19.94074397772131,0.0315216912321187,0.1637505344669758,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0221934462902181,23.22359241696966,18.438800834789607,0.2382300356496544,0.2317891033664485,0.0,-0.1287307340479568,28.207479398935345,21.952306090878768,0.1769390929213419,0.1728034875922199,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0170125797238958,24.835329511139225,19.89771221120734,0.0485028491996404,0.0456282397437035,4.0,-0.0552909857543344,24.13291663645598,18.37735789124395,-0.0589339542174601,0.0124077800134138,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.008448974655985,23.69628337293355,19.109352732340497,0.0675972257451428,0.0461546596194105,3.0,-0.0788756475871708,28.405699733342782,22.019635082835883,-0.0854204472883959,-0.0733406551053197,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0236398063719265,24.97355258065148,20.29843443914045,-0.0004174615325899,0.0316683933204126,1.0,0.0406890500945417,22.69163308174792,17.728776283801444,0.2551735665130269,0.2764252179745137,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0179230647390142,23.728762429688224,18.737497799789693,0.1400984615986766,0.1446749889033548,0.0,0.0064676541715265,26.03656536831368,21.48652793132084,0.0996633404182353,0.1091213950368879,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.038258608578652,25.438672023012813,20.859204426012543,0.0400667903231871,0.0209580345547486,2.0,-0.0634258987922793,22.561214324656746,18.91810508190746,0.1104898303351679,0.1055340839581349,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0101491542599903,24.13021462785308,19.290541426809213,0.2512703071375913,0.2308220262785172,3.0,-0.0072728629591936,25.063369250237503,19.792024837010345,-0.0169388783645904,-0.029476861167002,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0042106000222971,23.60481940497024,18.912677507902448,0.1076941153154918,0.0910979009288931,4.0,-0.0574868910280494,27.406438348985404,21.58110637396155,-0.0930194135406026,-0.0152917505030181,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0114569707664117,24.00362136751964,19.03606766068308,0.1817906143296395,0.1851924905725784,2.0,-0.0218056191519748,25.4156727559215,20.13654933660803,0.2812147591040304,0.2817236753856472,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0041617194382788,24.69939286476841,19.83298735876251,0.1480732185878403,0.1458846588392714,1.0,0.0116286289444129,22.79768501617814,17.32856595536353,0.1762799163825454,0.187122736418511,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1045055133742359,23.39527655494273,18.601293540285344,0.34281241749046,0.3351513087401678,0.0,0.0360440645044023,22.65256454659552,18.298445479701943,0.1986060534956326,0.1153094844900054,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1367086833523441,24.92792431068155,19.95714928048117,-0.0919497220450376,-0.1024846833478804,2.0,-0.1904627312131066,30.150907663661112,22.462314855011417,-0.0849192704706571,-0.0290246315371373,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0478977702158283,25.29862048073776,19.875381624188343,0.0901795765022363,0.1041300098480213,1.0,-0.0463789633375226,23.640642202331453,18.2377144096267,0.0757202035099906,0.1311893224416885,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1019116649875586,25.36667611859649,20.34439156729715,-0.014812868438883,-0.0084761138539485,4.0,0.0350543950940144,24.86529282045965,19.87710589556628,0.2027266151813462,0.213346747149564,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.122916466935512,25.604269490342265,20.65733031075461,-0.0671100251927757,-0.0747251944041167,3.0,-0.048400637782461,25.931478305367865,19.56947609162666,0.0513114168399749,0.1354124748490945,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.040120994390508,24.093416821979627,18.864961496988933,0.0851614620190394,0.0902414818343944,0.0,-0.046463450012913,27.906901947458625,22.31527120563345,0.0588476925959944,0.070020120724346,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0507296369600647,23.280189735409618,18.7661014666641,0.3278881818219319,0.3052963127022597,2.0,-0.0312022451818707,26.430294171099632,20.883843431069813,-0.0584514665891566,-0.003269645117864,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.139127936524362,22.979495318039195,18.16238308474892,0.4106578556546936,0.3693856786525432,0.0,0.0301135501046817,22.23138846946688,17.754264773516585,0.1967760437575471,0.2157276995305164,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0680374227435625,23.25881247929462,18.75522341008772,0.2902530121911442,0.2586385270095245,3.0,-0.0627692536557795,26.299227507439497,19.71531793728681,-0.0820585019986437,-0.0491616364855801,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.002366369030452,24.565836821498543,20.069308876439145,0.0818230073300182,0.0600331118318226,4.0,-0.0389000447117067,24.084172096282344,19.617974320532564,0.2725667023179861,0.2096614631660114,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0171110414608597,24.007127384767376,19.320817611962035,0.2341858138094967,0.200257326335934,1.0,-0.0088197592924508,25.26122766614742,20.919434889672505,-0.0353928281790325,-0.0125924311290526,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0936496955057544,25.586439652982104,20.54342114846748,-0.0782740101142651,-0.0740707237716251,3.0,-0.0824104392449287,24.46104331200629,19.96746931693924,0.0325143631147963,0.0059188960338769,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0605008808395111,25.28254059955734,19.999634330347966,-0.0028128048844141,-0.0052165073453861,4.0,-0.1732367255212197,25.70654872423621,20.68906071192782,-0.2007508853328607,-0.1492467240723482,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0661729531392787,25.03292260228472,20.142860132050096,-0.0470069760738533,-0.0245408663665694,2.0,-0.1086284409420723,26.32141566017252,19.72009272830587,-0.0907793487731462,-0.0066398390342052,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0254359836693591,24.10131990388844,18.91065080421849,0.0689542742795466,0.0586705600839684,0.0,-0.0253369509975465,26.907276692340545,22.161676416531417,0.0939968729321816,0.1339369550637156,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0724717483818375,25.105567068125925,19.875180513348496,-0.0059210650272899,0.0082555378080762,1.0,-0.032349311316935,25.42959009803237,20.243188543185383,0.0334484700739151,0.0041247830717669,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0764254416983585,23.58652497775322,18.708104520028098,0.3271459886682045,0.3106711866375824,3.0,-0.0794650519263668,24.531637135310977,20.17970661646883,-0.059298995234264,-0.1066071982532288,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0274542642291074,24.55203466120948,20.14343836841248,0.2894011894221167,0.2843617828082219,0.0,-0.0428052529237823,22.52414195819332,17.561632653894563,0.1084767566441835,-0.0207243460764587,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0003887176829626,24.48960573014545,19.86562081695021,0.038663612648062,0.0429051526928332,4.0,-0.0351042228138323,23.883244174857616,18.21775207519531,0.1800345180971695,0.2199232046453459,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0056125346487425,24.911903761282662,20.283909323709054,0.00464251664638,-0.0128725340753879,2.0,-0.0204733485186023,22.77868311949236,18.109730759741552,-0.2493096752288577,-0.2798457411133467,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0014536847983783,24.521543241622883,19.61205543330678,0.1301200697867522,0.104807579409472,1.0,0.0124600750889853,23.537660544435305,18.143968028753577,0.1783807229635918,0.2121395036887994,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1916921605350071,21.299614222815293,16.92510914692126,0.44211058098288,0.3661962193407572,2.0,0.0345570246231394,26.104696628636063,21.656473070601336,0.2722215300117095,0.2585534754741724,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0234864990369336,24.366420796615788,19.583565918236445,0.0558469119222102,0.0427874904390512,4.0,-0.0725211805557644,26.527500431761016,20.010197167195063,-0.0736970054812306,-0.0171530613106406,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.154731788546628,22.08114596026017,17.38402619238067,0.3947669293518225,0.3768120149213976,1.0,0.1853525760405253,23.225418685207213,18.123654120001994,0.4662263651009866,0.414205350495362,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0433385928056485,23.94870049792536,19.397913400482715,0.238151289405979,0.2139791821804797,0.0,-0.0026967447114576,24.08069000441689,19.320128412381028,0.1375054470830171,0.1013086964212029,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0302433316975814,24.071833821278304,18.85296507664731,0.2313388166518119,0.1982589519914308,3.0,-0.009147700746019,24.32836737548151,19.63130474036848,0.1230987077119965,0.1791765524589498,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1413011725088568,22.969136564492764,17.969764698229337,0.4023005887490505,0.3724484605458079,3.0,0.1050964696752249,21.54584940884281,17.291975758512258,0.3277473562172933,0.2875586854460094,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.022075040475503,24.80012666381461,19.935628990842584,0.2529323669577711,0.2339970731995904,2.0,-0.0610659384830984,21.69034420287001,18.23285319583516,0.0194136776585441,-0.0373574782025486,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.197494905990888,21.660086077057727,17.293538838972125,0.4565925010450165,0.4428360112667114,1.0,0.016629107393225,25.05397196217245,20.94540108371788,0.2597154693144559,0.1576123407109322,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1361182747729385,22.42252301400673,18.004126120584058,0.4039562001161379,0.3654510409366232,0.0,0.0506769852185502,24.842159936819883,20.71077878925162,0.2383981169081334,0.1730061452621603,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0428774279030327,23.89118152429156,18.936799875895183,0.3418629765739051,0.3229680961263326,4.0,-0.0059041814314177,24.25020133905619,18.053786793023765,0.2529177028286573,0.2779342723004694,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0604379288749965,22.18563441387202,17.709125917668928,0.2549371116617308,0.215507065843708,3.0,-0.1474403385910072,30.702678105114344,23.60385110452141,0.0525171292636444,0.0679918510407113,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0094319449384401,25.14098202546515,20.2232078568308,0.0477585868910549,0.0562261008357312,4.0,-0.1963823489717562,22.68790537611872,18.6680151839995,-0.0589686799742463,-0.0764587525150905,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0054184527854377,24.998120686539973,19.68517100605212,0.0534274354540939,0.0599932039738531,1.0,-0.0019633526232234,22.08975900985236,18.946470263843807,0.0867120412631395,0.0676391683433936,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0446969257254525,24.607514924349434,19.610269379197504,-0.0640781100793205,-0.0386525932075623,0.0,0.0528436318032415,24.850462126078853,19.616336794571136,0.2781296848892876,0.2272300469483568,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0012856574185768,25.100911487655253,19.964075520833333,0.0977129645243184,0.0943390798043914,2.0,-0.0224761446162529,21.38274388036152,16.889113827557637,0.098960065384734,0.1566076174402575,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0067409941728042,24.54121904237476,19.980823361045434,0.0297640481916281,-0.0043334386518687,4.0,-0.0394792730192881,24.52725284168671,20.1111086026044,0.1026740839482449,0.0849772382427435,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0088903640589155,24.73639527643553,20.1789171849301,0.0828094277557271,0.0442117587078814,3.0,-0.0214382968127044,23.73350696858072,19.346690104309943,-0.1564982442491297,-0.0542924211938296,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0071022853860486,24.64345278041601,19.88507136883652,0.179146026228653,0.1819587819252547,2.0,-0.0073161224737461,23.06727608867148,19.15019297640088,0.1931895485720205,0.1993477477245419,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0084674832671789,24.53677945626809,19.317360088683007,0.1923363675068013,0.1847741300044774,0.0,0.0079295236503487,23.0427067741044,19.01848404360489,0.1992862247897865,0.1702213279678068,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0815208894770238,23.486048580859645,18.867306337055407,0.3523911064008067,0.3379515392927311,1.0,-0.0190965372711351,24.214205249876475,19.672836090947538,0.0368517423048429,-0.0445674044265593,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1170088870214942,25.39259365182961,20.14182481357508,-0.0725624658168229,-0.0825743205301655,2.0,-0.1337760852217218,27.544890901110808,21.245667611780306,-0.1548348478873083,-0.0997660946220056,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0773043299990001,25.56407408146522,20.32674702159145,-0.0045696938795726,-0.0047059000390246,3.0,0.0292431603489519,23.13338744967567,18.84855037205656,0.2041806291803509,0.1694164989939637,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0200995141901003,25.13003677600061,20.545434646874146,0.1041710310773153,0.0532339900364034,4.0,-0.0347168892248064,22.764583133148967,17.952795339235117,0.0981768046296757,0.0802488283799863,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0373861133388894,24.181460904094266,19.461604887042128,0.2308350731424837,0.1694906336259147,1.0,-0.0822888614951316,24.348185575802948,18.62447072096274,0.1043823874291453,0.120004359531041,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.019157031111422,24.44113068717192,19.28745289344118,0.1778473005449168,0.155134719166318,0.0,-0.1759049024126129,25.07327762380864,20.079309768676755,-0.0989169441722775,-0.0704896042924212,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.004085948607814,24.38427198300656,19.53104363424736,0.0655049134522002,-0.0256185855529063,0.0,-0.0221631245267195,24.533519196522413,19.71227430316764,-0.1346330157566362,-0.2517144821695588,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0047369617871271,23.862970270095325,19.43788180060136,-0.0252475327417451,-0.1012068909433765,2.0,-0.0055249394692777,26.72150389877044,20.826712461659604,-0.072355113322639,-0.0636150234741784,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0020076550227217,24.24560041950125,19.60400515425833,-0.0153664505691723,-0.0014229663924629,1.0,0.0041644510497176,25.062391779375314,19.709279555199853,0.0929046076060838,0.0752353725325948,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0109646171996724,23.686580271631307,19.13194112891481,0.1962423635498154,0.1651896362894546,4.0,-0.0103423601545245,26.7453222690304,21.91139548073352,-0.078813901571245,-0.0656606304493628,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0669904403143185,23.184529113711463,18.33818247102436,0.3162620057766593,0.3037828485895709,3.0,0.0520873372506034,25.24296995331054,20.172708710146622,0.2600211080894791,0.2307847082494969,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0090877103156472,24.771989667586816,19.807916699593527,0.0835964344532063,0.1107842838675629,4.0,-0.0760362206408118,24.220937333806948,19.02810353668643,-0.0651295891589434,-0.0984582365748599,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0398432435688091,25.25008039571464,20.42118056929739,-0.0013336047350647,0.0257077377740281,3.0,0.0255124872231761,22.6039282419752,18.57615015056771,0.1955297676362271,0.2202213279678068,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0367216617285963,25.14698768346843,20.332569734539906,0.0104289513339977,-0.0052587557155192,2.0,-0.1080145488481936,24.395212950126115,19.205288945587583,-0.1608494452911096,-0.1124757920545232,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0502351852608045,23.634098591541544,18.92106322305245,0.2265778362753566,0.1992224490586736,1.0,0.0102652582916248,24.721908616516213,18.95343282565265,0.1891342209762905,0.1983417030728914,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0566549186412648,23.886399252091604,18.73911582357842,0.2467495923902168,0.2390741646714752,0.0,-0.029774562524748,23.94969731592998,18.835511518666443,0.1356238137476747,0.1516109290037268,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0112239410230972,24.69159430935596,19.564079606976428,0.1966039791712335,0.2013197564835499,0.0,0.0165468022209515,22.31869979176026,18.2125930721659,0.2233589831087177,0.2518443997317236,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.020503993416256,24.4945583678045,19.58132637371933,0.1999896693852383,0.2382448724262341,3.0,-0.041664150598166,22.91174114384392,18.843987250529544,0.0890213189048651,0.0588866532528504,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0080089805224494,23.814590501478417,19.01844839424,-0.0478171709073409,-0.0711781544248693,4.0,-0.0075739082428956,27.069910428098265,22.74127542415135,-0.0348294938240272,-0.0870221327967806,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0080772021757151,24.30315101205912,19.631660943817675,-0.0670520104962424,-0.0741839908743744,2.0,-0.0186616097736065,25.35753791337039,20.44222803465077,-0.1874314092727371,-0.2021663676737523,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0131870163717324,24.659274404273432,19.82452937718442,0.1795755742179008,0.1691920219526152,1.0,-0.0233484419576901,22.412864743093923,17.798843033481656,0.1399080530134457,0.1633802816901408,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.037572875512003,24.19728403226013,19.18522651083428,0.0340898795808023,0.0538010892561614,3.0,-0.0381920344400537,27.3602077782684,21.586694675499285,-0.0074810976034015,-0.0144032059294626,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0619814398494966,25.68943223077689,20.819496261864376,-0.0010921950270066,-0.0170577168537264,4.0,-0.1095606669085511,23.279060453153942,18.73120510262504,-0.0126366585258185,-0.0317742435812942,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0196165988429493,24.03652009587512,19.868910216482064,0.1798998844872816,0.1564270932907301,0.0,-0.0567626628029767,25.552727888170484,20.901011679206096,0.0353348448035643,0.0141684621774108,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0183491454667729,23.99712064126589,18.74432830409,0.1877800794375453,0.1937331160437275,2.0,0.0166738834769859,24.91998163817751,20.65991009242098,0.1589354586049348,0.1341716968477531,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.041304189210946,24.779769052188595,19.84144392421789,0.0075538501941382,-0.0053505105379264,1.0,0.0275174456789916,24.540949898427662,19.232321938528138,0.1746708937445928,0.1683769282360831,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.01352715687844,23.784493896785985,19.135850986949183,0.1937005551669054,0.188042970721492,1.0,-0.0019714664894001,26.1865783663075,20.968922854141443,-0.0203066223892947,-0.028336686787391,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0033418108392637,24.151407192629115,19.09942368249726,0.1200023296065688,0.0921367739583297,0.0,0.0037710294979453,24.91776308595061,20.810370939012987,0.2841097674839343,0.2696557622069574,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.005221701795949,24.132731826209124,19.695940317254315,0.1997731584892564,0.1839358050129186,2.0,0.0075332000079797,25.42650912214903,21.30399298654476,0.1005312472534211,0.1094567404426559,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0148239843729881,25.22074055929012,20.22797400705437,0.1921021288813441,0.1817805987818413,4.0,-0.0346293915146362,19.85131247792158,15.523389916218504,-0.0878802084342629,-0.1574640755210516,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0052653459684874,24.335812191817368,19.63012963224712,0.1906723476799479,0.1897784592863036,3.0,-0.0003780128923853,24.41457773195473,19.38237814030177,0.009194900715645,0.0652604044768193,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.02706315624117,25.60734947393035,20.502542079992462,0.0039829314584033,0.007340588561192,0.0,-0.1321201592445573,21.106516509770927,17.05839658925231,-0.074798631616643,-0.0997828620328664,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0426899575580757,25.760423616862145,20.441023253859136,-0.0375913310425745,-0.044755521347928,4.0,0.0225312782022907,20.47418683305601,17.380195847632177,0.1682089579540085,0.1343058350100603,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0002507155039797,24.613268447256527,19.71678584155702,0.0882394777650038,0.0902857803427577,1.0,-0.0134027865089343,23.549218848685147,19.025457847487765,0.0796157747268329,0.0465794768611669,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0327194711566711,25.219069043139644,19.72085891268546,0.0180354891105476,0.0238573664106111,2.0,-0.0262915473697642,22.944494034562783,19.22069317777392,0.0301468434793015,-0.0251680947066685,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0444020549923134,24.51006101278119,19.699537042718184,-0.0440233913681298,-0.061584111299293,3.0,-0.0852473240384359,26.971528221853347,22.09140426528286,-0.1454746594787333,-0.1852966574231569,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.000174066219262,24.129835708000645,19.25934647623698,0.1490793296424386,0.097462064715741,0.0,-0.0263447183414338,25.67726732859792,19.97631445441448,-0.0407138634549229,-0.0382803199302626,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0014891399332377,25.421124394714173,20.333504428796605,-0.0211664096705957,-0.0496520519009984,3.0,-0.0032399050942399,19.92085208732845,16.183227371430736,0.0967097776195915,0.1135814889336016,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0006873523661979,25.293065127528685,20.19972176053232,0.0688622623393998,0.0413424208351054,2.0,0.0024943287141522,20.364807388399008,16.349317796734017,0.0573164216618585,0.054713437771804,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.003018368222591,24.51354112563593,20.04058021411561,0.0802447402261579,0.0641810000729967,1.0,-0.1420250899360178,25.08455599541204,20.870306359949243,-0.0889649491691614,-0.1157651162173541,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0210130284444,24.33851662901466,19.47189087931316,0.2128379385131563,0.2004610797300251,4.0,-0.0081180010079084,23.549816279241604,18.797100082182546,0.0115231936304217,0.0617884270446858,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0609411237904151,25.783074229837617,20.71061090462668,0.0647236839946372,0.0397666075319168,1.0,-0.028807487996781,22.01122344799965,17.433077162621725,0.1340289656135567,0.1247820254862508,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1195170483329344,25.216095064773388,20.35005073788292,-0.0630940421860327,-0.0792024751842903,4.0,-0.1179177580331101,28.01436591639982,22.317297220364424,-0.0433249958679177,-0.055365526492287,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0870784198087539,25.746082910957043,20.635301012005723,0.0116241879826691,-0.0211708369647315,3.0,-0.0640033531044539,23.93933267795052,18.45524188834177,0.0649619368527998,0.1148074246879142,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0590057059663519,24.56775578019832,20.428567764282228,0.2579989044851051,0.210957543881699,0.0,-0.1170383740872962,21.031994317123345,17.392022226897762,0.1260898073418725,0.0618376928236083,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0610429050609815,24.55951948183995,19.818442414936268,0.0656900270148728,0.0277027487619108,2.0,-0.0832005391410146,27.61882733554774,21.758135229836054,-0.0359913838268965,-0.0292929123601265,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0011041412206254,24.523184364073327,19.319643573426365,0.1346398308454378,0.1045232958273905,1.0,-0.0115840241414957,23.538527154478164,19.40483377805898,0.1037204365427358,0.108065962998122,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0006451538379692,24.535452596659287,19.691285031502705,0.0597888932833896,0.0109459976971069,2.0,0.0002760906311993,23.81417789233436,19.958115064594107,0.1884564873168111,0.197473108876398,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0139019341536053,24.69131996554211,19.97953320847896,0.1350051275403357,0.0927044658148643,3.0,-0.1079882872159654,22.75931855373304,18.80586088798415,0.0740945871574331,0.0688307986481507,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0047254142404394,25.42160443965139,20.292862613611053,0.1668225426167437,0.146543656731417,4.0,-0.0193748866554719,19.402736418653216,15.879108891017,-0.0750948870268503,-0.0407615758027051,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0036697684972097,24.29864570473166,19.48909734893263,0.0695490834872905,0.0628905159063245,0.0,0.0059210980366289,24.423405720677376,19.71684459417639,0.2046786476702498,0.1081330326415653,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.060846371650244,24.866290066613125,19.662255042895936,-0.0154706323139279,-0.0255115357489974,4.0,-0.1398135095616448,27.02520756154228,22.1951901223626,-0.1325584591113669,-0.1406115074790149,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0192995268207876,24.795389918339552,20.16455274883069,0.072285226230322,0.0821373113500365,2.0,-0.233552096965149,26.17791374884908,21.45858561556104,-0.1913384941139582,-0.2929769699714796,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0005878743726609,23.898337461972403,18.74507958368669,0.1360770585753036,0.1345211432357526,0.0,-0.005610181338457,26.38288305907136,22.44966159229548,0.1236039808197237,0.08859825620389,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0161366505936544,25.02394379605521,19.621479607833063,0.073613369341644,0.0964102747531491,1.0,-0.0740679704007696,23.42169364359792,19.651915919344194,-0.1092509984068534,-0.0790590050246116,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0507029703238939,25.082631221360035,20.11860234444601,-0.0017207003638723,-0.011967435574148,3.0,-0.0522726775249589,24.633831331874585,19.90467814915617,0.0091666037523905,0.0164319248826291,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0044961281494136,23.91411612295348,19.02168369815224,0.1208939470039209,0.0803502325745638,0.0,-0.0161471620925286,26.27852031741984,20.96239196562431,-0.1278867243272898,-0.0709105695171512,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0014234560947141,24.56717350578824,20.03963510720772,0.1001092785458611,0.1518017137125324,4.0,-0.0308367539749758,23.85487734270936,19.005646229058925,0.0909864096407954,0.0621740807189926,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-7.738705519311218e-05,24.86729725118944,19.84213114688271,0.0091754580073362,-0.029211232822767,2.0,-0.0173666225411532,22.45573609616161,18.861452166060328,0.0426550694104613,-0.0163314581784594,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0090289235511445,24.13275855302992,19.30706020154451,0.1325269496337338,0.0926097305673379,1.0,-0.020480776428557,24.665327314907604,20.332126950546048,0.1287629036887346,0.1662991809178237,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0015327826657381,24.284376457768914,19.47530247149551,0.063121878521549,0.1107856791934354,3.0,-0.0196961987906774,24.797117639088857,19.42307631156814,0.2290234771931725,0.2334210835191736,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0813696291130767,24.39183109876717,19.60360691485489,0.3117122128626246,0.2947943528185608,2.0,-0.0631817816533582,19.12187453877849,15.050225269156442,0.1136854230623096,0.0848759221998658,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0366439981223613,23.714680649225272,19.0239174186305,0.229804117435251,0.1679051966942168,4.0,-0.0528618177195912,26.009945963476664,21.05005842504367,0.0456432777028975,0.1269460676274293,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0288846186359166,24.707761234606863,20.26338412422046,0.0560094759471146,0.0333002819626442,3.0,-0.0775977184147804,25.02438045092986,19.63423449771505,0.0357023820781145,0.0785714285714285,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0242057786528975,24.525880139271347,19.591782387181333,0.1776271020772394,0.1458406150223641,0.0,-0.0449264203985542,23.1207511188331,18.86695880836164,0.0401205610199198,0.0525486250838363,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0256407448526863,25.34811510224516,20.27473114120752,0.0608965998116353,0.0415791459917655,1.0,-0.0255127753455168,21.960085357604804,17.15136899598888,0.1348142955190187,0.1264922870556673,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1316261139909847,22.64765381013881,18.10563597454941,0.4019914838613022,0.3819677332693324,2.0,0.0838545342758587,23.593834057893773,19.51579875462492,0.3084662152253761,0.2923229353251838,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1140358771895188,23.17833147486588,18.99174455876936,0.3739363200335804,0.325983730330414,1.0,0.0974827739161544,21.98872746997697,17.473755359918304,0.4434334129083506,0.4435630107378759,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0043377889115754,23.528933127244912,18.568867166619555,0.0708109771796078,-0.1507224017475641,4.0,-0.028548237257904,27.7805401754775,23.33982279817824,-0.190943109077865,-0.3498079812120016,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0314527582639625,24.419631612738613,19.58498892907929,0.3438048256317754,0.2862719720743948,0.0,0.0170167651066556,22.49762635393468,18.23656550662618,0.1908454386811482,0.0919268444468373,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0120669376291324,23.865297119674462,18.920471190870856,0.2072169092353411,0.1494531749365382,3.0,-0.0087266637718697,27.07903064982808,20.664824816206814,0.0996834132451134,0.0900812528726478,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0174636211846412,24.570437272884863,19.04991547139485,0.0663458756545461,0.0896069787050341,1.0,-0.0741674072537446,25.480438250219187,21.693937303784868,-0.1073141469278267,-0.1552984574111334,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0470207755649126,23.57780788225211,18.96839655076412,0.2200046595981367,0.1915354979711438,2.0,-0.016359013609567,25.517707265375687,20.075016440807936,0.0572008251928189,0.0897048960429242,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0367287204769488,25.16779498233453,19.3962260811789,-0.03575013137721,0.0010655401816994,4.0,-0.1066617880517677,23.733391399616348,19.68398704098984,0.0849377371977739,0.0795774647887323,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0205005877918398,24.651806619141617,19.72011414297004,0.0215840135367114,0.0225028326499167,3.0,-0.0078993291111282,24.50619043504603,19.32914028328909,0.0465315748473707,0.1183611532666785,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0352956006671429,25.46269144360521,20.41640084169622,-0.0220873002015236,-0.0069398770779956,0.0,-0.0869215710514503,22.54291564747737,18.26673421510508,-0.0658236521546113,-0.1284708249496982,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0053271655109574,24.19910786375074,19.04004739058645,0.0501624677019638,-0.1007233208956097,3.0,-0.011195562792778,25.36229943929439,21.186679120130936,-0.0668542220438458,-0.1171814107487758,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0162460893094085,24.012594741418145,19.26195712012576,-0.0569737677024614,-0.1681177593805124,0.0,-0.0483655273628738,27.09635144687431,22.005023580201915,-0.2232483119711779,-0.3548327911536599,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.072023848380947,23.79778961784792,19.073624812611364,0.3227160965094348,0.2858496411295464,1.0,0.0572258225489672,22.485253033594628,17.891628172968474,0.2658125936183716,0.3000821836139876,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0075243270951745,23.87435848515052,19.13650506056401,-0.0888876331262965,-0.2206799610268831,2.0,0.0041142073536516,26.62609453527586,21.931267115633247,0.1239008868212455,-0.0118746126289997,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0052061883073033,23.16069406717553,18.83981134193822,-0.010948390782047,-0.1125165088293548,4.0,-0.0208458576032257,29.05881567890181,22.959469959097845,-0.0777474073730113,-0.264300930411597,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0250471395763831,24.284211714117152,19.93894551595052,0.1989630526798822,0.1740295448219037,4.0,-0.0388964896686774,23.612554224447383,19.50470531732264,0.2482012123101716,0.2596579476861166,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0936595506968918,24.60166837205709,19.7430622804876,-0.0245066235508705,-0.028083246925049,2.0,-0.0718434676777053,28.568499027075184,22.277578044407807,0.0045676781185327,0.011066398390342,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0859075089016484,23.26231840771186,18.40578999355383,0.2970692775031611,0.2704499256442309,3.0,-0.1182773877023299,25.914548326801985,21.954063446689663,0.0206749208070761,0.0339369550637156,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1163724807432615,26.033587115475267,20.48265874574896,-0.0656539529332611,-0.010759340780113,0.0,-0.1374722351674877,24.998097981060127,18.816844146083778,-0.0463810943056512,-0.0019785378940308,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0287977938485013,24.51526273534804,19.64098706081457,0.095388523102546,0.0881583520751344,1.0,-0.0058832085432258,25.39883300018946,20.70366838267152,0.1106176294184907,0.0673708920187793,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0011481532971868,24.119204640132573,19.30800562272992,0.0423187651825031,-0.0064697079872401,1.0,-0.0486996013437466,25.565350626276143,21.46453872465752,0.0917312593988092,0.0907246241320466,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0302685816915817,24.161755736637577,19.24224527834173,0.3268318207873049,0.3025543785174825,4.0,0.0088776007499951,23.460373462216022,18.41961572996328,0.4753449936967921,0.4379554846303828,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0461058405170274,23.696257511412625,19.2506848867316,0.3406822072894105,0.2913513406045528,3.0,0.04469406297773,24.35753805600733,18.701954373641755,0.4015602705045494,0.3604518706396514,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0130468165126244,24.84999523258811,20.08584779866537,0.2271716581560321,0.233049812347607,0.0,0.0007957486429104,21.706448645709763,17.449790148667887,0.05235861248903,0.0557745218649012,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0019271350030044,24.4303233710815,19.991088404069867,0.2530100653637747,0.2356824880658923,2.0,0.0192362006464132,23.95333819484481,19.190978174343915,0.4693695985362195,0.3693621390174359,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0842358525203905,25.81020517877563,20.804365798147103,-0.097398579850169,-0.1071988889974941,3.0,-0.1125341799350756,24.006045155372288,19.83112359490193,-0.092463637047473,-0.087039629778627,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0568107829722397,25.18391685856708,20.44225820200067,-0.0280938965453115,-0.0387021039820808,4.0,-0.0757158059101852,24.90711228885419,20.663917725254105,-0.0523420971244041,-0.1336351441985244,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0690509232282718,25.16453931975637,20.241672824257297,-0.0599145841624782,-0.0701066434534162,2.0,-0.2110541139930115,27.02776862785591,22.102273964680418,-0.3744008110419037,-0.368363249201822,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0294373190469647,24.79588930859789,19.89287275963499,0.0385808107360057,0.0160883390321215,1.0,-0.0645367412976525,24.95556960612092,20.27925018418003,-0.0607612280195407,-0.0771300899598698,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0472964381030904,24.730122228686422,19.548930773283303,0.0084150574657663,-9.330930791454565e-06,0.0,-0.1690413416688485,27.395040332828028,21.11800801559233,-0.2804343930244917,-0.2598591549295774,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0006631742681696,23.968903930785377,19.33085950028269,0.0632739804083562,0.0755356465169744,4.0,0.0008693986519545,25.98473184716332,20.161764302858167,0.0614510798995332,0.0642899708156686,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.013304486786186,24.13104019431832,19.712184163411457,0.1567038231590353,0.1663262859113471,2.0,-0.0138840266299384,24.99941387595468,18.954761137626537,-0.0907212120677867,-0.0759799434167479,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0135187537059064,23.327179150670123,18.807936646043206,-0.096867024937769,-0.1547463972815962,3.0,-0.1252312199611414,29.30299039906481,22.64385466669647,-0.1629805622237315,-0.1293433067716797,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-5.319665633773951e-05,24.988166279440783,20.264240609687672,0.0063264899063639,-0.0282746111072008,0.0,-0.1500736027426308,22.26218249146938,18.264288005560218,0.1029816045735669,0.107254571344035,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.000170635173555,23.998852727125,19.33571972388552,0.0376734826324398,-0.1284482791035773,1.0,-0.0202373020353336,26.054261592725588,20.7688337234712,-0.3276323733958849,-0.4609004994438119,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994038332,0.0005819490298864,0.0003555548872266,0.9999999998357374,0.9999994533456475,1.0,-0.3469458401898777,29.51000755734852,23.31791166606702,0.0457655845796222,0.0137253159628357,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992845748,0.0006595111328798,0.0003587611459751,0.9999999997754484,0.999999459161121,2.0,-0.3507361945196394,27.225722002338856,21.46176973215739,-0.0370567376976869,-0.0331436699857752,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992601648,0.000621351318442,0.0003636402956885,0.9999999997875326,0.999998845593991,3.0,-0.2073475178558701,30.422502023500712,23.879241095512143,0.08488530558014,0.1446092327892333,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994063524,0.0006220183363201,0.0003491151055621,0.9999999998305646,0.9999991265483786,4.0,-0.3706711451749358,23.45516450354547,19.02042515112429,0.1088448759119466,0.1831390900781891,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994163472,0.0006010330056295,0.0003494583198001,0.9999999998504064,0.9999993166820128,0.0,-0.3417182130776124,25.53135149020995,20.383335003099944,0.0516358330770041,0.0859199311020146,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994484224,0.0005712444300703,0.0003345449178811,0.9999999998530572,0.9999988663536368,4.0,-0.4812342994119987,30.006628268504503,25.01233794113685,-0.0091780677161996,-0.0005229321111076,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994574928,0.0005654887305096,0.0003406137452091,0.9999999998571846,0.9999992030103894,2.0,-0.2049247799439393,27.07078107896986,20.8040343170166,0.1319186659327811,0.1854063687152745,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992697948,0.0006445525381317,0.0003734220108897,0.9999999998051444,0.9999990327443444,1.0,-0.4974474530901802,29.83855704473333,22.607944045852832,-0.0147045795052391,0.0381748686096512,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994892298,0.0005652401630171,0.0003369641841799,0.999999999856427,0.9999987248159112,0.0,-0.7489976643703771,29.71144208329044,23.086080655415856,-0.0538834145122039,-0.0603942873605794,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993736352,0.0005853198295091,0.0003464648173404,0.9999999998332676,0.9999993172404634,3.0,-0.2582173789930184,30.219771787905987,24.243415110508604,0.0030212556045676,-0.0063008895174315,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999309186,0.0006422996583362,0.0003944696896318,0.9999999997902874,0.9999991438474668,0.0,-0.0795920863894812,25.082065816007223,19.41428212642669,0.2096184886368806,0.2058368495077356,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993411058,0.0006387086643197,0.0003933913271191,0.9999999997904526,0.9999993451501,1.0,-0.3869716939700551,26.3637665598728,20.442232190238105,-0.0183188121320365,-0.021223229789697,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993791864,0.0005605611780625,0.0003481165568032,0.999999999819591,0.9999990217110046,2.0,-0.1973075956341605,31.704287467949243,25.581230948904288,0.0803382782229928,0.0891604888799839,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992668108,0.0006261990135296,0.0003736218970841,0.999999999820248,0.9999991426902124,4.0,-0.0864878309589751,28.02578411770806,22.2314361685048,0.1386553944090504,0.1636865777637497,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999428435,0.0006048545923162,0.0003790806380794,0.9999999998234784,0.9999986902997708,3.0,-0.9252209861102372,24.702481320400988,20.306732622782388,0.145180289483376,0.1118399897099492,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999445516,0.0005691069176017,0.0003336819375695,0.99999999985849,0.9999991426902124,1.0,-0.3051095279485727,27.573689519391515,22.48497808174465,0.1252279979423599,0.130545253688945,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993592312,0.0005724905244687,0.0003260097658731,0.9999999998254148,0.9999989923879952,0.0,-0.1060160612468514,28.766988779579066,22.99209918351607,0.1568622797220173,0.168081509365913,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999417068,0.0005950154089634,0.0003560675289612,0.9999999998333746,0.999999197341488,3.0,-0.3132818553765979,26.798940145115456,20.728342708896943,-0.0039841845499527,-0.0137578674564975,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999466605,0.000586051910239,0.0003544399860128,0.999999999855398,0.9999989791225457,2.0,-0.2738048565331443,23.2722651114302,18.58009716033936,0.2050542508798299,0.2488109620052024,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994862157,0.0005716428208503,0.0003419340961384,0.999999999867964,0.9999991939536854,4.0,-0.4227438918254449,25.90544158239492,20.5177649470738,0.0794499440182729,0.0981533536689319,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994054116,0.0005947366811302,0.0003338028100819,0.9999999998254278,0.9999993172404634,3.0,-0.235609741942633,27.147984069650537,22.245118515491487,0.1192466695377403,0.1245731299964094,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993526376,0.0006214277821587,0.0003548028861662,0.9999999998107076,0.9999994170227606,2.0,-0.5524651161332275,28.90032700319861,21.697424834777262,0.0284698037458591,0.0794982256174762,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994277708,0.0006307838949886,0.0003479862213134,0.9999999998216536,0.9999982638572404,1.0,-0.8097408482295836,24.90660558110439,19.85502137447225,0.0501241073780622,0.0528735632183908,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994000722,0.0005802737841746,0.0003339577096652,0.9999999998455992,0.9999990846292311,4.0,-0.1417066310126367,27.84875950006206,23.012714415905524,0.1634340970403495,0.1448394411114441,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994124148,0.0005702431168205,0.0003414344787597,0.999999999839734,0.9999991754244152,0.0,-0.1131746269062585,27.986692495758508,22.6687915941464,0.1108973104143486,0.1238044792068698,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993529584,0.0006268213228917,0.0003760258231574,0.9999999997936244,0.999998535406368,1.0,-0.0990276314610734,24.93001713385735,19.67395284839705,0.212811720555972,0.2010901832616157,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999990570518,0.00070206737588,0.0003991284561156,0.9999999997017528,0.999999423990618,3.0,-0.4836489668648571,32.09706546921895,25.56674972822081,-0.0582882453877053,-0.0406983920660083,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993918351,0.0005871634352441,0.0003532172694349,0.9999999998334363,0.9999990217110046,4.0,-0.1240233147141545,27.58777150811277,22.094294848234764,0.1299449767543486,0.1949046745680686,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994680931,0.0005800643021026,0.0003637203116543,0.9999999998483652,0.999999211931918,2.0,-0.4066094462114977,26.057828894113594,20.733017121218563,0.0797976790807312,0.1328907048008172,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999992817932,0.0006574940212995,0.0003677734858552,0.9999999997948312,0.9999990832100196,0.0,-0.4026978069526992,26.10150869776164,21.49740150663588,0.2305253931693852,0.1642227795999743,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995454638,0.0005198416667958,0.0003239296625982,0.99999999987697,0.999999229379446,1.0,-0.3337190690932978,27.85637109446268,22.230021286010743,-0.0244116193925424,0.0205584311438361,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995085758,0.0005769551407559,0.0003502324001847,0.9999999998616178,0.9999991532742885,0.0,-0.3384690685086808,22.79573740216283,18.24370737711589,0.2427003906386344,0.1934549725602964,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995418344,0.0005137016136248,0.000320735730623,0.999999999876085,0.9999990436123908,3.0,-0.1332628518890219,27.19464152177403,21.646127691904702,0.1656061954390705,0.1641937860399387,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994227904,0.0006002469760171,0.0003584742831044,0.9999999998419602,0.9999994308478743,4.0,-0.3336634708812984,25.96544918254665,19.848556492396764,0.1449652488897817,0.1438579303807713,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995240768,0.0005265789122762,0.0003320242866634,0.9999999998839324,0.9999988751926936,2.0,-0.3556184819275141,28.79889986285588,23.49868147776677,0.0151155259591971,0.0357303844298305,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993734966,0.0006208714753511,0.0003455304432581,0.9999999998330942,0.999998717584545,4.0,-0.5514753968899679,28.26938957388441,21.782185761587964,-0.0432658651080973,0.025002187035255,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999439688,0.0005623322792142,0.0003461321456965,0.9999999998631603,0.99999911531109,3.0,-0.1207021238704113,27.673411496216563,22.347859952076373,0.1298833477309098,0.1043942781036261,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994678832,0.0005835165094582,0.0003613870829221,0.999999999863966,0.9999994027462328,2.0,-0.544132645542384,26.733245578223805,21.464482525466785,0.0916894662975323,0.1516545075866075,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994030304,0.0006116238130804,0.0003553865470136,0.9999999998162382,0.9999987334985032,1.0,-0.427791623873281,27.03785798846872,21.462003808352023,0.0379279670400694,0.0741525917297612,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992697096,0.0006704310398309,0.0003714467887593,0.99999999980679,0.9999992030103894,0.0,-0.312560990412263,26.264221664552167,20.39646256086561,0.0701173389390759,0.1272672645492301,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993624344,0.0006227691955696,0.0003810575549044,0.9999999998065748,0.999999075255264,1.0,-0.2075871005155798,25.904243992031027,20.91056516800804,0.1757531299326859,0.157906247721805,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993456749,0.0006017499325521,0.0003551401159419,0.9999999998217268,0.9999992463157086,0.0,-0.1456117809961912,28.77570336002332,23.413392154918,0.1781286388264854,0.2105247729396483,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993427172,0.0005895902551675,0.0003605397154646,0.9999999998045423,0.9999991939104772,2.0,-0.2783839195295787,30.85674654248212,25.36712219030208,0.0070353131330809,-0.0220048734416027,2.0
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nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993108476,0.000647213039131,0.0003708352931278,0.9999999997819324,0.9999992930501528,3.0,-0.4409747404401904,28.4723525595148,22.74641210999152,0.0133859023720998,0.0309277394180186,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993752112,0.0005843007602148,0.0003450960746177,0.9999999998429492,0.9999991465505064,2.0,-0.3214183864946069,30.82196103188984,24.898107462724045,-0.0798367375350262,-0.045286525275901,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995365694,0.0005415684818397,0.0003354915237427,0.9999999998925628,0.9999986559775922,1.0,-0.1789081794443883,23.82257239434401,18.761651594054022,0.1268369166981034,0.1268660100259465,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994430436,0.0006122492714392,0.0003566524846766,0.9999999998315028,0.9999993954329188,4.0,-0.5597621569937365,24.79007121513326,20.316388164867053,0.0221919011174265,0.0189212157005545,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992146364,0.0006573790131726,0.0003569866959197,0.9999999997859296,0.9999995028436102,0.0,-0.1027112705042485,29.50189740407441,23.890021673743405,0.1437017043659454,0.1320137281506904,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999395689,0.0005700770114939,0.00034121835933,0.9999999998533404,0.9999989564369836,3.0,-0.0509947858411083,28.481877855478785,22.63790536517189,0.2022055106646069,0.1823833147716918,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993852589,0.0006045479248177,0.000364656210794,0.9999999998484408,0.9999989183219494,2.0,-0.4374613882920808,28.49834769563084,23.607010210673018,-0.0195534865675123,-0.056800238984964,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993391164,0.0006447535486475,0.0003580822825005,0.9999999998088096,0.9999988948926912,0.0,-0.3915608837595095,25.66930303086401,20.534041059419703,0.0858643776842585,0.1174885475638417,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994455734,0.0005790328805249,0.0003624133565532,0.99999999985283,0.9999990648648692,1.0,-0.6348568394971632,30.3039686764598,23.14665879596363,-0.1222935801006631,-0.0657250537142052,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994635288,0.0005945040668552,0.0003539636566881,0.999999999853254,0.999998901554977,4.0,-0.3800340985611639,22.88390659826218,18.40485786250993,0.2177412935983531,0.2063500141395725,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993378264,0.000630424489995,0.0003649310042572,0.9999999998139972,0.9999989875873144,3.0,-0.3088551896303892,27.576766982993007,21.71408162488436,0.05504653622795,0.0760083707211415,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993404072,0.0006250256783978,0.0003806960804311,0.999999999819339,0.999999075255264,4.0,-0.2277145801024218,27.104205245561364,21.237401052891524,0.0351004766626656,0.0682276929533078,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992753538,0.0006674732984929,0.0003983018406769,0.9999999997723876,0.9999991887415718,3.0,-0.3382659414093312,26.212862590274785,21.36422547505697,0.009126942561281,0.0478242933802778,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999994202484,0.0005980302506826,0.0003702923023336,0.9999999998252068,0.9999993478074428,2.0,-0.3253275557390094,26.591371455894578,21.95112815525221,0.0201134524533145,0.0833892035627581,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999994130072,0.0005883884994725,0.000367716390695,0.999999999824748,0.9999990648648692,1.0,-0.1806650429592982,26.75850919433921,21.828849225477736,0.1679524025891808,0.1379404474162194,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999342666,0.0006187330682547,0.000379628427164,0.9999999998120388,0.999998501093078,0.0,-0.2772691341696855,28.113247131579566,22.249981694859784,0.0786419890252954,0.0816434736638766,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993911356,0.0006104072410448,0.0003655508322308,0.9999999998413356,0.9999989518579628,1.0,-0.3321902383656823,26.28055325608447,20.32101483948377,0.0028100359947272,0.0395477164271989,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993819554,0.0006133660127565,0.0003556752777097,0.9999999998270236,0.999999423990618,0.0,-0.192980595546671,25.67381962591613,20.78280126391717,0.1048806966608855,0.1309375062993986,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993889468,0.0005924834542157,0.0003372486918961,0.9999999998272142,0.9999992916699084,2.0,-0.1155412573831549,27.856355449447708,22.66745268298733,0.1323687300787351,0.1051849613457228,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994195872,0.0005963834825738,0.0003656364554789,0.99999999984655,0.9999992207207848,4.0,-0.3185674366070496,26.60449390975368,21.48335278597745,0.1467277368157504,0.1990243386988835,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994307814,0.0005990394762012,0.0003625999765002,0.9999999998508028,0.9999987390907707,3.0,-0.2351763990623132,24.627223906644925,19.46401773859946,0.1818313021565756,0.1697650663942799,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99999999929953,0.0006233750955122,0.0003646428806266,0.9999999998120828,0.999999147791932,4.0,-0.2897341258809682,30.74065191491664,24.37456979956994,-0.0133597050995407,0.043312937062937,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999469852,0.0005611620952048,0.000343457407026,0.9999999998612964,0.9999987531529644,1.0,-0.7574291622523417,32.474239496023834,24.599748080860483,-0.1730447086902967,-0.1435842344404917,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994532052,0.0005683574246094,0.0003471318123834,0.9999999998545616,0.9999996250645125,0.0,-0.2445843647135512,26.83708606127278,20.335994581809413,0.0923911679575694,0.1156249749950101,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993961002,0.0006187898038895,0.0003536785350124,0.9999999998326056,0.9999988073564636,2.0,-0.8577269668881198,28.596894169866943,22.31987245832171,-0.0676543585273431,-0.0646657115818328,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994292708,0.0005930486225366,0.0003546592370787,0.9999999998526006,0.9999990648648692,3.0,-0.4741709904213915,28.021132380400704,22.8097282929854,0.0681352890238445,0.0293402838927829,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993826232,0.000580250642899,0.0003550079996267,0.9999999998273555,0.9999991265483786,3.0,-0.264796746852844,30.049081246791427,24.5587762863782,-0.1132666937122432,-0.126542491640665,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993041956,0.0006449886034425,0.000392296463251,0.999999999804651,0.999999105916286,2.0,-0.2214030936523803,25.28789538840093,20.080724143219,0.1386143879765568,0.1378762012493491,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993414171,0.0006003994248204,0.0003727753323862,0.9999999998033152,0.999999051412944,0.0,-0.1261218156533106,28.267516401110328,22.819562404087613,0.1329120714342314,0.1846672195728799,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999992364356,0.0006466819257252,0.0003805860000497,0.999999999769856,0.9999991055174812,1.0,-0.0537674275556085,27.945604926079824,21.98470450628372,0.2236204711260465,0.225250582160575,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999991318828,0.0007018930394946,0.0004050787089104,0.999999999721184,0.9999991530865266,4.0,-0.172236204460189,27.48970010934576,20.819188007403028,0.1575933740259967,0.2581791626095424,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992350888,0.0006391235855656,0.0003800942258134,0.9999999998067296,0.9999991939104772,1.0,0.0050818225348593,27.00860002620552,21.87976463872737,0.2382637453477732,0.264671606230202,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993775358,0.0006204719656863,0.0003644096400729,0.9999999998238368,0.9999990260478628,0.0,-0.2213440304303147,23.20045040999052,18.568219990656928,0.1934711624430189,0.1281031468531468,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992784294,0.0006532128906991,0.0003573232519215,0.9999999998089082,0.9999995079689352,2.0,-0.2709530493924059,26.2443630686125,21.92307781450676,0.1211747520309982,0.1800248410998914,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999316538,0.0006212701236759,0.0003490475661881,0.9999999998047836,0.999998999135754,3.0,-0.1051612500034224,27.41826469226594,22.658852566658187,0.1592247672479877,0.1119604089152187,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994773112,0.0005523885089764,0.0003483063618655,0.9999999998660742,0.9999990737319552,4.0,-0.2253112106418966,27.660581946624905,22.37661460580178,0.112626447724103,0.1489761288963336,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992738128,0.0006259572095606,0.0003603964222614,0.9999999997997068,0.9999993381836092,4.0,-0.0395354203829307,29.005696754535904,24.043672082979388,0.2094984316574553,0.2129149697642848,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993936308,0.0006198978772433,0.0003607215303358,0.9999999998377456,0.9999988586627456,3.0,-0.6266705578448752,26.676574996718564,20.8066659156136,0.0842735830771876,0.1239615924047901,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992841664,0.0006453095924541,0.0003816553115844,0.9999999998114916,0.9999988888759258,2.0,-0.3403153877752622,29.913150030001184,23.020428341456817,-0.0042771223539097,0.1057416267942583,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999428896,0.0005880920007796,0.0003449353751013,0.9999999998434356,0.9999991055174812,1.0,-0.2218909156891819,26.08198987657981,20.86694469179426,0.1495393712369341,0.1536709206809235,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994497688,0.0006022300506929,0.0003456161101953,0.9999999998476132,0.9999987670068288,0.0,-0.3455659868579179,22.24774629323711,18.479880984076136,0.2458930166937571,0.3019624460666235,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994861012,0.0005497068920167,0.0003391448370843,0.9999999998491228,0.9999988829240132,4.0,-0.2054146400617185,27.349720629871737,21.354713262900333,0.0644266251323527,0.0621783280011128,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994580652,0.0005658733979609,0.0003645790040726,0.9999999998511184,0.999999116312613,3.0,-0.2385908138900652,27.43653182203577,22.452321892940635,-0.0087735910194387,-0.0144712877900747,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999410179,0.0005897439950407,0.0003704819204183,0.9999999998192224,0.9999993970526124,1.0,-0.2749025205782311,27.894048026387463,22.515760047463807,0.0045318231732931,0.0156440084231319,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994388928,0.000577989150031,0.0003708603545907,0.9999999998317431,0.9999993327570578,2.0,0.0007778011958925,24.335134824774126,19.45020116440793,0.2569416004042679,0.2670962941038779,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993434958,0.0006455084692453,0.0003795409387395,0.9999999998246492,0.9999989518575964,0.0,-0.3097526254959053,24.429898415364423,20.39152783374397,0.0563502861557764,0.0442401425581708,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999403384,0.0005926515812641,0.0003327731082311,0.9999999998326786,0.9999989632304492,4.0,-0.0944016798734399,25.103321138064448,20.42754676281567,0.261928354918328,0.2969148222669349,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993912576,0.0005797453615411,0.0003284658800091,0.999999999836723,0.999999092826702,2.0,-0.0324661319370225,28.06849379614605,22.37705874053525,0.2386292307916377,0.2233754474881274,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993865124,0.0005838260270662,0.0003631833059745,0.999999999838016,0.999999092826702,0.0,-0.0949063470594893,28.738446137751748,23.01923001034159,0.1391298299507428,0.1351453315383806,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993797102,0.0006185243641643,0.0003666113134015,0.9999999998371878,0.9999992224229378,1.0,-0.0769888010342012,23.202945954329937,19.172092530693806,0.2618399680187827,0.2311871227364184,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994098224,0.0005927894811716,0.0003450452235706,0.9999999998461836,0.9999992224229378,3.0,-0.3807232684443227,28.6932878770448,24.01475670183209,0.0536732287948579,0.0574446680080482,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994174807,0.0005800286747779,0.0003268170273094,0.9999999998324012,0.999999092826702,4.0,-0.0373608721770346,26.283194895330595,21.90726731851068,0.2262366770685034,0.2160965794768611,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994595956,0.0005709842261745,0.0003242704491863,0.9999999998488224,0.999999092826702,2.0,0.050786053607877,22.91554886964934,18.228787818156498,0.3678121191102975,0.3931924882629108,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995059036,0.0005509533906861,0.0003345305794163,0.9999999998655038,0.9999989632304492,3.0,-0.0915299381673477,23.780369992483102,19.61392134814195,0.2307205173353894,0.2260228034875921,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993264648,0.0006273070650783,0.0003591927310874,0.9999999998071102,0.9999989632304492,0.0,0.0344373404707636,24.87176812221937,19.861245711420622,0.3002681037142765,0.2481220657276995,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993090496,0.0006258392756964,0.0003590500480249,0.9999999998015394,0.999999092826702,1.0,-0.112767645188315,28.10000672008715,22.443584002642563,0.19037744729492,0.1778701856417985,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99999999926569,0.0006638678846667,0.0003736462509421,0.9999999997482076,0.9999989632304492,0.0,-0.3094160762610005,27.47457279565623,22.26574096142405,0.0699712069649474,0.1413145539906103,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993245626,0.0006292321961178,0.0003737598553035,0.9999999997955866,0.99999883363418,4.0,-0.2503962250803118,28.13830988434728,23.40652070381272,0.0781521391795698,0.0815224681421864,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993758816,0.0005974211150698,0.0003627099488911,0.9999999997957428,0.99999883363418,3.0,-0.1232142315663054,27.770000598200088,21.501299023695392,0.1568913844457664,0.1704225352112675,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992603172,0.0006493339766596,0.0003721717700623,0.9999999997675162,0.9999989632304492,2.0,-0.1391097436170771,28.152083860449693,22.02155130520673,0.0872767892647789,0.12719651240778,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999994439494,0.0005859351034765,0.0003497588843631,0.9999999998392136,0.99999883363418,1.0,-0.0949908007668858,23.53206912247544,18.48270124730929,0.2561861084122302,0.2735077129443326,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999401192,0.0006011210009219,0.0003438128421181,0.999999999835634,0.9999989632304492,2.0,-0.3982622247633449,28.02900472523062,23.446447699103555,0.0545669520614766,0.0673373574782025,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999361054,0.0006150981541466,0.0003620362532765,0.9999999998396172,0.9999992224229378,4.0,-0.1002732145576643,24.65205776101624,20.189984410245657,0.3059082299660016,0.3610053824347589,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994091756,0.0005926250809051,0.000351597969992,0.9999999998330436,0.9999992224229378,3.0,-0.4363295661005162,29.343437718805195,24.140438391994422,0.0036947034903635,0.0730891439424071,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999435678,0.0005698506420139,0.0003406738482024,0.9999999998712534,0.9999992224229378,0.0,-0.0346073483922746,26.41785040976525,21.99306613223653,0.2768681657107105,0.3507042253521126,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993073132,0.000639369532647,0.0003575954102633,0.999999999794562,0.999999092826702,1.0,-0.0921478315076558,25.6207946479504,19.891405381753408,0.2472282833273665,0.2603957075788061,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994345968,0.0005882399462383,0.0003443351210209,0.9999999998444264,0.9999993520191568,0.0,-0.4208017987443087,27.406042070564624,22.149799476945905,-0.0322879487630515,-0.0227535672997662,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994321306,0.000568579942853,0.0003453660931503,0.9999999998562228,0.9999992224229378,2.0,0.0430105575627113,25.903470912887443,20.45569361189721,0.2926780557847503,0.2127095908786049,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992312748,0.0006832328994152,0.000379807355111,0.9999999997719105,0.9999994816153592,3.0,-0.2903628419185731,26.54066152530136,20.83117376246922,0.1035363952245596,0.1142028353731899,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999429976,0.0005778620466613,0.0003536296978331,0.9999999998595934,0.9999992224229378,1.0,-0.1629300557183286,27.15946828567699,21.24659568571708,0.1459202416877096,0.1715976827498496,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995020504,0.0005632123244739,0.0003438208730597,0.9999999998591256,0.9999993520191568,4.0,-0.4697136744547747,24.988575263203053,19.11618205325705,0.1373145622974088,0.1204403122134228,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999991761184,0.0006936453001006,0.00039951341194,0.999999999746759,0.999999092826702,0.0,-0.1718877696883511,27.345013710071225,22.0187644012881,0.1342897419464414,0.1857326101055388,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999327606,0.0006544198455663,0.0003694930160254,0.999999999807206,0.999999092826702,4.0,-0.1186328460744172,21.922316511407416,17.281257992059412,0.1958414122677063,0.2157612340710932,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999354174,0.0006231607832181,0.0003701475043044,0.9999999998094768,0.9999989632304492,1.0,-0.1085094929411469,25.142518079147884,21.35344159085985,0.2201869482934547,0.178204042629021,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993415832,0.0006285014707175,0.0003568615829734,0.9999999997960228,0.9999989632304492,2.0,-0.1812197736564746,26.12979846570337,20.191279489221703,0.1645088718856432,0.1860831656606304,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993807877,0.0006145825885177,0.0003769299021938,0.9999999998193868,0.9999989632304492,3.0,-0.1716257378669141,24.82557479562152,19.207832436360107,0.2146187701542023,0.2036217303822937,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999496557,0.0005630438852355,0.0003314512821664,0.9999999998706524,0.9999989632304492,2.0,-0.3475495645683533,24.71823837441319,20.30059462211501,0.1748768253081682,0.1743125419181757,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993498816,0.0006168838604968,0.0003535592263202,0.9999999998193628,0.9999989632304492,4.0,-0.2784965070692133,28.47211800958849,23.078626004071303,-0.0385606965067266,0.0074111334674714,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999287316,0.0006448900549336,0.0003473106518127,0.9999999997883956,0.9999992224229378,0.0,-0.2367250203137356,28.15778858495315,22.81912371783189,0.0847683866187427,0.0850435949027498,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993972252,0.0006079052760448,0.0003383093047559,0.999999999833694,0.9999989632304492,1.0,-0.3566635511309513,26.681479523215224,21.945194126182884,0.0751631313948264,0.0818242790073775,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994387516,0.000580643096035,0.000345485720718,0.9999999998503806,0.9999992224229378,3.0,-0.2492581683746,26.75652740461341,21.52530266291659,0.1164146008533085,0.1174044265593561,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994496518,0.0005719616948088,0.0003229342678137,0.9999999998344842,0.999999092826702,2.0,-0.1066997560452813,25.76849682771764,21.50925995410328,0.1900947239652869,0.3148610808806272,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993253922,0.0006289166924257,0.0003555062946519,0.9999999998045624,0.999999092826702,1.0,-0.3116230693802262,28.78067648197575,22.83359783118879,0.0001650862728824,0.0828303152246814,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999384038,0.0006041511627787,0.0003400237434787,0.9999999998263578,0.999999092826702,0.0,-0.1488833048214264,26.417334968970632,21.536397753433445,0.2167457470887348,0.155533199195171,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994245916,0.000592264498076,0.0003408249302913,0.999999999836678,0.9999992224229378,3.0,-0.2695682843355387,25.538253715348453,21.57085230760172,0.111471809046428,0.1655935613682092,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992817358,0.0006420676224422,0.0003614673614503,0.9999999997920956,0.9999992224229378,4.0,-0.187743545118534,28.38320643553461,23.067091645791493,0.0728249664752284,0.1318913480885311,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993642962,0.000622991129711,0.000363814638372,0.999999999816492,0.9999993520189888,0.0,-0.0278087968047808,23.45313176655509,18.38317663703166,0.2552897041226714,0.2306357363908717,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999992990348,0.0006510488008247,0.0003777193102918,0.999999999794943,0.999999092826702,1.0,-0.3888357373198841,27.80370253275057,22.731265039578293,0.0074593245526494,0.0123071763916834,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999992864704,0.0006335053905501,0.0003817809255498,0.9999999997916028,0.9999993520191568,2.0,0.0923782534989036,25.707398688471297,20.979215298504897,0.3310033130408278,0.3611898255005639,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999307346,0.0006443529338359,0.0003743975120676,0.9999999997958576,0.9999994816153592,4.0,-0.1628231243688953,25.963849108315664,20.989487686157226,0.1350983207667526,0.1618041582830315,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994268418,0.0005881949406467,0.0003509087144281,0.9999999998281462,0.9999993520191568,3.0,-0.1877565769401485,25.857855087982344,20.598367356313783,0.2009833889807487,0.238283673468665,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994584022,0.0005795561696577,0.0003221664094086,0.9999999998430972,0.9999994816153592,4.0,-0.0999592657628554,23.37880357730677,19.251264369051217,0.2182003339616033,0.1510731052984574,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993701892,0.000602134830418,0.0003587058552526,0.9999999998401377,0.9999993520191568,3.0,-0.3209013013183455,29.85754662787478,24.60029493519957,-0.00072162661344,0.0571098013920253,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992957578,0.0006604256876329,0.0003546759287514,0.9999999997967216,0.9999994816153592,2.0,-0.4930844412969819,27.32950518527533,22.488328656478668,-0.0388662685757642,-0.0182600166057907,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993513896,0.0006277062126892,0.0003706342797531,0.9999999998292788,0.9999993520191568,0.0,0.0214839257288423,23.11207220820664,19.1451331119806,0.2993116105546236,0.2237424547283702,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999395019,0.0006024064640425,0.0003496180417244,0.9999999998375996,0.9999992224229378,1.0,-0.0995440106631044,25.14025921939187,19.79277565539722,0.1700088989770619,0.1836702185696553,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994126436,0.000574826527744,0.0003529021614473,0.9999999998379636,0.9999987040378938,3.0,-0.1927902449786631,29.44280040946803,23.330928599935184,0.1389104946899837,0.1822602280348759,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994608764,0.0005841672987408,0.0003433112094277,0.9999999998451122,0.9999993520191568,2.0,-0.2848647749513666,23.505434013015275,19.325108180516203,0.2368924982758436,0.1816901408450703,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994102032,0.0005966670879561,0.0003471285836737,0.9999999998296883,0.9999989632304492,0.0,-0.4143111984828067,28.20054452396948,23.086307174252788,0.0953598463804801,0.1071605228116365,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999371945,0.0006117379125343,0.000370496883727,0.9999999998369696,0.9999993520191568,4.0,-0.1605391190030314,26.26739713984191,21.65486425050548,0.0752626997191708,0.103252850435949,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993682136,0.0006139428467304,0.000359484254268,0.9999999998287998,0.9999992224229378,1.0,-0.5201802504835424,29.93746158244926,23.62025228258589,-0.0819955410747209,-0.0838202868933455,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991520724,0.0007004354776708,0.0003939859825269,0.9999999997300816,0.9999992224229378,4.0,-0.3013714570781618,29.28979683884605,23.15136760550485,-0.0229951608290099,-0.0235749796703428,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992230296,0.0006847417128792,0.0003929823825234,0.999999999759656,0.9999992224229378,2.0,-0.0312993455911327,24.109574226554525,18.833877621502943,0.2593509940008445,0.3072434607645875,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993975456,0.0006037639001047,0.0003817385957953,0.999999999834834,0.9999992224229378,3.0,-0.0482679064447169,24.174315099362307,19.902748316375305,0.1797852899603481,0.1219000989456896,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99999999942956,0.0005867987575609,0.0003654487676787,0.999999999829689,0.9999989632304492,0.0,-0.2652314878144521,26.408951244889646,20.49206254448689,0.054340498000066,0.0157276995305164,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993672832,0.0006124335862848,0.0003789878644441,0.9999999997997036,0.99999883363418,1.0,-0.0478476745155311,25.212996465170672,20.44115672527904,0.2082753212929545,0.2382984431542762,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994901546,0.0005557195978494,0.000335558305707,0.999999999859177,0.9999987040378938,3.0,-0.2042230267617626,25.60962580395914,21.746163446130883,0.1774712875120363,0.2153588195841716,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992799914,0.0006584653271786,0.0003696909452739,0.9999999997888712,0.9999989632304492,0.0,-0.2834483957293745,27.023260959377872,21.96744479649504,0.1291362358426906,0.0783702213279678,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992433556,0.0006875922711532,0.0003616323638379,0.9999999997644518,0.9999996112115443,1.0,-0.3011540636939869,24.93641383262541,20.37037578206666,0.1397585262683939,0.1492479753391448,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993671256,0.0006207266805519,0.0003417495593689,0.9999999998153936,0.9999992224229378,4.0,-0.3484548147547224,26.89853271172585,21.95058141842694,0.0660790635351812,0.0984909456740442,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992825211,0.0006455282706653,0.0003556940848364,0.9999999997858074,0.9999989632304492,2.0,-0.2273879770364284,27.523884024588387,21.6624399491431,0.1068389011324299,0.0404091213950368,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994114424,0.0005958339674231,0.0003404280010023,0.999999999840056,0.9999993520191568,1.0,-0.3236845323722939,27.315581303995035,21.15135562520632,-0.0366632775817269,-0.0417840375586854,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994245018,0.0006054717936747,0.000367965162846,0.9999999998485986,0.9999992224229378,3.0,-0.3942146209566268,24.324953713682152,19.843256314774635,0.0941841270052785,0.0977707727295654,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999433598,0.0005772904581426,0.0003438548372501,0.9999999998544304,0.999999092826702,0.0,-0.4050771380331694,29.59791806667651,23.95672145574865,-0.0171561368005237,-0.0008718980549966,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993820066,0.0006192744565533,0.0003499036755478,0.9999999998283168,0.9999992224229378,2.0,-0.1151761815409975,23.493987195311256,19.55674697231239,0.3087407078622279,0.26588083402036,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993997324,0.0006143935412336,0.0003594194713391,0.9999999998488284,0.9999992224229378,4.0,-0.4896374171789721,25.92856374464753,21.03611253765268,0.0671738612795172,0.0419181757209926,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993194224,0.0006447820847909,0.0003754111842103,0.99999999979648,0.999999092826702,1.0,-0.2844053698370801,26.1864081570796,20.97217818461673,0.1881071438516119,0.1402079141515761,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993231704,0.0006409035540277,0.0003790495688454,0.9999999997940932,0.9999992224227364,4.0,-0.0412282156801802,23.705104648356777,18.278527042765013,0.2174542754234968,0.2093896713615023,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999160122,0.0007207273444195,0.0004078184428966,0.9999999997532808,0.9999993520191568,3.0,-0.1540087123841536,23.98380751264624,19.37906814790108,0.1786209231573148,0.2122921889091114,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994146856,0.0005976317980421,0.0003596657535486,0.9999999998132632,0.9999989632304492,0.0,-0.3560975675304265,26.977073556601173,20.39193022821991,0.0527466334055411,0.1005038606998826,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999992405224,0.0006797553608428,0.000404512873867,0.9999999997728932,0.9999993520191568,2.0,-0.2805842916376038,26.38936129493236,21.271780095704848,0.0823388721724984,0.0743131649352485,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994815754,0.0005598857737558,0.0003384687524093,0.9999999998541156,0.9999996112115443,1.0,-0.2811990970825089,26.736286195185446,21.339900361181986,0.0270295993134486,0.0098760049970355,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992024444,0.0006469950859583,0.0003705002299526,0.9999999997830232,0.9999989632304492,0.0,-0.133082166961286,31.37439222212802,25.50000760575415,0.0801786363466099,0.0943326626425217,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999414314,0.0006096540678024,0.0003598302205402,0.9999999998398,0.9999989632304492,2.0,-0.4174819292578795,24.21956732587964,20.10824581844705,0.081409532840789,0.1060362173038229,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999269556,0.0006648990589417,0.0003840700785318,0.9999999997913688,0.9999989632304492,4.0,-0.381836261773731,27.738823567609284,22.29554076718612,0.1140703138477308,0.1379946344735076,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994267904,0.0005532218131837,0.0003344394951535,0.9999999998471046,0.9999989632304492,3.0,-0.0531673203532963,29.532967297049986,23.280401082643323,0.1668395034576534,0.2102800996058104,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994391108,0.0005851067440843,0.0003511313722844,0.9999999998484912,0.9999992224229378,2.0,-0.2697156597418784,26.00998980832252,20.67405891203545,0.1370831245077907,0.130114017437961,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994431544,0.0005935532239151,0.0003566155349998,0.9999999998468164,0.9999992224229378,4.0,-0.3540254739959112,24.238307815676777,18.94718388517138,0.0894311719165421,-0.0001509066977475,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993966788,0.0006016430874679,0.0003449975063928,0.999999999836413,0.9999987040378938,3.0,-0.4921821723577206,29.36728671390833,24.39382148420307,-0.0031537072603184,0.068879946344735,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994399732,0.0005751095426899,0.000339665429634,0.9999999998332711,0.9999993520191568,1.0,-0.4747866025485683,29.72348578448175,24.16548558517241,-0.0321254912738295,0.0049296187930873,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994209652,0.0005864055979728,0.000351359819111,0.9999999998444082,0.999999092826702,0.0,-0.3387617299424981,28.18297620301507,22.49303421665245,0.1009681863299309,0.1515761234071093,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994059372,0.0005808373622971,0.0003710786250596,0.9999999998186854,0.9999993520191568,0.0,0.0994606674182336,25.01206862577825,20.990904692528947,0.3848276048724779,0.33158953722334,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999368682,0.0006200400180863,0.000394278108028,0.9999999998130948,0.99999883363418,4.0,-0.2547902643161475,26.018066013453808,21.10624703635632,0.1330951320520084,0.1803487592219986,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998931113,0.0007893109689914,0.0004398010655453,0.9999999996673596,0.9999993520191568,1.0,-0.0582683826681509,26.07520665222421,21.53800102556256,0.259254730035214,0.3023474178403755,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993949772,0.0006004104779434,0.00036461472093,0.9999999998060384,0.9999989632304492,3.0,-0.0307617749874711,24.43327201898934,19.77549075113216,0.2823649991285503,0.3138497652582159,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993173307,0.0006305231114131,0.0003652311291611,0.9999999997804042,0.999999092826702,2.0,-0.2433809119957748,28.32033662757349,22.9122638605682,0.192680778501468,0.1716633132126089,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8644245131401682,9.067738673451762,7.344851351851828,0.9855661506613316,0.9815238875622464,2.0,0.0490844784843986,22.90710533459228,17.987836976744187,0.2317629936568543,0.2673616680032076,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8637023182049045,9.005979533366625,7.252950389105026,0.9850018342885044,0.9806254921045556,4.0,0.0855672621797385,23.36277243973494,19.17224954545456,0.2970927977228196,0.3123685837971551,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8680495159068168,9.086962837582988,7.345020446096615,0.9848813041592605,0.9796509826808666,1.0,0.0522327115275442,21.785000448129846,17.158976494252872,0.2398919327822873,0.2401775177611036,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8754261916763998,8.869736776199892,7.232659263565889,0.9840631461625512,0.9792770090918932,0.0,-0.0836319264355274,23.235023257045302,18.693984285714293,0.0798713710775387,0.1153852284216422,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.874741573470841,8.585430517609977,6.924268113207551,0.9854638338299144,0.9830480276602866,3.0,-0.0393406755711525,24.829633326197776,19.503837307692304,0.0883219338395557,0.0694218824653607,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8705117311848029,8.564690105321342,6.879003714285712,0.9849002608208456,0.9809996457682756,0.0,-0.0438682262181739,26.6956220862089,21.11646085526316,0.0697188269657707,0.0751474719598686,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8717442864468625,8.922161976872822,7.266878529411761,0.98512989197124,0.982516578258708,3.0,-0.3533508319068592,21.65578322434358,18.001544000000013,0.1818335754924004,0.1517887154861944,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8711631344222684,8.788828554952287,7.20767148014441,0.9830329520638192,0.9796760441674722,2.0,-0.0351281854406062,24.05816022176511,19.69281417721518,0.21107364130612,0.1768743914313534,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8666389256421186,8.81604454496734,7.111896294964038,0.9876055750352836,0.9833381111613244,1.0,0.0724300056361703,24.33609322344805,20.7264314102564,0.2869301404179882,0.2614221221816158,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8723632980569838,9.049326705732728,7.278754448669213,0.9877411537462488,0.9843797232761824,4.0,-0.0435134690867271,21.684903506570656,18.099091075268813,0.149543019683626,0.1476908615497038,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8710569656639808,8.655819046815914,7.018598902877716,0.9844725026689928,0.98226851075482,0.0,0.0232434612724182,25.11314214993199,20.49322955128203,0.2167004012842888,0.2131412890906561,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8652660219752462,9.016235069537668,7.2412059386281395,0.9875954760969028,0.985518624476976,2.0,0.0927769338934303,22.688408832683123,18.097922025316468,0.3223698977763682,0.2865141187925998,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8632180181789546,8.238903398952734,6.557054232283461,0.9838093128439188,0.9799061415173548,4.0,0.0243374239754545,28.431565373220906,23.155687107843136,0.2082543178578047,0.1987220808626623,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8774976615531802,8.606548763178566,7.012537126436756,0.9855109408280566,0.981479581644622,3.0,-0.0252035498382701,24.183007659392626,19.327179947368418,0.1147405467072085,0.0755879059350504,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.872007692206171,8.620720794480755,6.998501631944421,0.9873668564794726,0.9841587839030804,1.0,-0.1459586623153446,25.929660178037903,22.04945102941175,0.2202694431023665,0.1660495476581287,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.86769070962155,9.24364140127077,7.49519519379845,0.9861610175706084,0.9831371326877052,4.0,-0.1631256548348993,22.12910109048397,18.84653775510204,0.1849869811312852,0.2550303478578814,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.871219553996602,8.711828062961402,7.022564407407403,0.9838896434799104,0.9755539710857984,3.0,-0.0130224490072046,24.51091778068149,19.59708953488372,0.1336469291493806,0.1436199820746261,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8693685540196818,9.368216028794446,7.721662961538453,0.9838558315110164,0.9783650498007256,1.0,-0.0399089058204407,20.03684389073777,16.360406875,0.2519624346351339,0.2928184102648764,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8626159450639356,8.744063667257416,7.010345858208951,0.9862931712749232,0.9818292277514392,2.0,0.0703662337285493,25.11902237028684,20.438952954545456,0.323177553638718,0.3094053521073084,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8649964624313365,8.777475529438577,7.132636059479548,0.9864723726298736,0.9819613043473076,0.0,0.0116313948842938,25.72048429991305,21.12122965517242,0.1590466341312921,0.2023037107239191,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8707896437920053,8.69898061506861,7.10905712121213,0.984876486379926,0.9816693039719362,2.0,-0.0200139064766058,24.97528914794244,20.37865826086958,0.1706853494673119,0.1278927291680559,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8740350103990707,9.321393377806327,7.6087436290322685,0.9852467663149498,0.9833074461630604,4.0,-0.101507908869157,20.394725560338628,16.172636111111114,0.1201719680984171,0.0990456501704538,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8638162472601796,8.51749876899254,6.759959639999998,0.9855888819257808,0.9829848634237368,1.0,0.0248793027106022,26.9235420037819,22.584175943396225,0.1720435996367064,0.1824671889563443,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8637254445266335,8.471321367556662,6.7697551153846165,0.9859521994941314,0.9837970754657231,0.0,-0.0091059233948758,27.923779451105315,23.393865000000016,0.1008570911089941,0.0645550732501356,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.870898722224819,9.271567785272367,7.575385239852385,0.9822546502641986,0.9790918760008518,3.0,-0.2920853749647747,21.066456454722417,17.00644541176472,0.1439584945351248,0.168488218138703,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8710709673189974,9.134924729547391,7.39849313868613,0.9874158212896796,0.984377944139109,4.0,-0.0871878539254018,20.626358905544308,16.97462365853659,0.215653722152089,0.2579763932537477,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8699541389937724,8.923512983140622,7.337395927272714,0.9863063080314828,0.9840535288123212,0.0,0.0152190660834233,22.92162516363936,17.742796296296298,0.181239312584387,0.2141611007323018,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8652603207158849,9.079059622906067,7.273654645390064,0.984870949906316,0.981618577592543,1.0,0.0602478696745796,22.360944381861938,18.30466581081081,0.2520262101437385,0.2241688263606071,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8672460628460632,8.376557526205131,6.715383478260864,0.9834912764797632,0.9797210228079588,2.0,0.0249216612754679,27.12953466795736,22.36228087378641,0.2015637088981679,0.236398531605171,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8750091090613855,8.431367934128584,6.781185882352937,0.982951037736552,0.978558304769594,3.0,-0.0635104994484176,26.24514729412234,21.17523772277228,0.0239086928069809,0.0483286206426645,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.873615231408662,8.853419426956847,6.987965900383144,0.9787424998741474,0.9758892150174698,4.0,-0.0698397197557676,23.58665755688116,19.06686210526316,0.1400261969821521,0.122018477043673,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8702579705556567,9.016108381950106,7.308830851063832,0.9812040830691744,0.9773987204549872,3.0,-0.2080912186843446,23.290786930110023,19.638045945945947,0.1184653511893507,0.0344613106256941,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8679587411718266,8.493255337948488,6.76636535433071,0.9814771115223871,0.978532165686256,1.0,-0.0040609061647767,26.631151569458844,22.48150196078431,0.1233388245055781,0.1162903130049516,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8600383705606374,8.829420643523886,6.815412500000001,0.9764870597604268,0.9741877873527616,2.0,-0.1123230202996086,27.297572262116283,21.63757894736842,0.1117890915438129,0.1530006835269993,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8597958419492644,8.587306444493336,6.772323214285711,0.9778905583899004,0.9744066969531564,0.0,0.0052518692288987,27.413258601987167,22.34884038461539,0.1738066321325136,0.1590739357729649,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8568728581745544,8.808524859747788,7.0503589552238815,0.9815707621240256,0.977986908725897,0.0,0.0237319861357755,27.21068871242178,21.90353295454545,0.1677038381840145,0.196981437779578,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8569309248010454,8.83043712897873,6.985452692307691,0.979413853526494,0.9749831657019122,3.0,-0.0056425031925515,26.996116106539965,22.80305572916667,0.1064604383138639,0.113518132925379,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8626739703507886,8.603120130349472,6.920065019011404,0.980556935509741,0.9782386095936724,2.0,-0.008729006408322,27.40253370423081,22.67380322580645,0.1266217128708421,0.0828981528453343,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.860858697364577,8.544374728602955,6.875692430278886,0.9770167148052292,0.9671553535615408,1.0,0.0346010686729434,27.12206175844588,22.351622857142853,0.2118399571646669,0.2215691000657972,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8638133025442629,9.039273986997737,7.291034722222225,0.9801089150334484,0.975475976886832,4.0,-0.0286046736076253,23.838782772887992,20.452217647058827,0.3058263069176711,0.2801847539794632,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8770671144976916,8.590264121735911,6.960912595419848,0.9803506674801687,0.9757997576577714,0.0,-0.0102993668461461,24.237939532187085,19.77867872340425,0.1791480625028215,0.1227689295565917,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.856638851444837,9.261704359640216,7.5157533450704275,0.9782171193720324,0.9735630390977216,4.0,0.0696328560182868,23.324040281297243,18.902242361111107,0.2728118216921772,0.2503878898071923,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8599493549581276,9.051718254794269,7.280039560439559,0.979553472095201,0.9759589999417326,3.0,0.0123182147059321,24.554773361194737,20.36348072289157,0.2473908064643885,0.2504722723647202,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8655876240730465,8.600152750552473,6.975950957854407,0.9827012176601247,0.9785007307940952,2.0,0.0286801100993224,26.25766590207715,21.623394736842105,0.2183723537320582,0.2243561030235162,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.862470402520999,8.66017010359809,6.945050983606559,0.9782641307407952,0.9737220476507532,1.0,0.0780091301774288,28.28977533630184,23.30030980392157,0.3815748557597717,0.4032579185520362,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8753115576191395,8.737326007188715,7.13643311594203,0.9869657523317455,0.9832890273964826,3.0,-0.0991874206429108,24.263258643594327,20.06752425,0.0706003462305391,0.0660571964369432,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8689923101377333,8.954132571167838,7.213527544169608,0.9867920246863622,0.9825889263244928,4.0,0.0284210757684459,22.71604654137316,18.824080753424663,0.1980452574123223,0.1858262371961002,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8676696919604168,8.884414275589105,7.193181254416956,0.9881978685121748,0.9856076046447816,2.0,0.0654103245460028,23.20776987093457,19.21691226027397,0.3019415280042475,0.2860558752635088,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8644708542270108,9.412537044109124,7.681427389558244,0.9880965886274508,0.9852961352079788,1.0,-0.3231671607698041,21.711199747051506,18.610130186915853,0.2552510455248159,0.2462834610986906,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8694877922910853,9.133809223600627,7.373294132075469,0.9868737502703318,0.9825956853628124,0.0,0.0138293365441031,21.45646394542181,17.90348285714286,0.2416628222263477,0.2456292627398938,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8630594644453844,8.186536949508769,6.668889920318744,0.9821520298716292,0.9791018623428068,4.0,0.015219997202014,28.50502664759475,22.7422923809524,0.2260116813447322,0.2484766962394211,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.873258214912155,9.08219517377684,7.414193188976394,0.9884702150874738,0.985297305293784,1.0,-0.2516055618262545,22.42751246383277,18.79372078431372,0.0772307465326405,0.0885324044888907,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8772627208159095,8.073695593883075,6.436741123188393,0.9843584181234128,0.9807603920896832,0.0,-0.0058232658442289,28.22582192923433,23.35160043749999,0.1870702072102843,0.1904594467885607,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8739659233197675,8.901652761780266,7.240214753521123,0.988026986023098,0.9852128256885668,2.0,-0.0194206675239927,21.75895716045446,17.976448749999992,0.1526004934754467,0.1428066113576436,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8706732440414062,8.136434244546406,6.54942800796814,0.9841333574881428,0.981009281737548,3.0,0.0328876874385941,27.665092303378582,22.985260047619057,0.20668718250949,0.2447601201545649,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8687134919318882,8.896643716368617,7.240547560137439,0.9845295347124928,0.9795821816855932,3.0,0.0322157000329169,23.13621459680288,18.359243769230776,0.2313341191967901,0.2024038461538461,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8688200386535851,9.13576227210644,7.381790070921994,0.9878996821186232,0.9857823683927937,1.0,-0.0648338345100549,21.02702920138007,17.592446621621622,0.1635203538573849,0.1434008648933986,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8668320308210482,8.592556088277576,6.830857392996117,0.988514796352292,0.9850725693243652,4.0,-0.0460758726921963,26.9249641360922,22.66884151515151,-0.0245287867557921,-0.0477801346956242,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8707820042695559,9.195866285414406,7.513443510638279,0.9853896585603292,0.983265629043122,2.0,-0.1259515817519121,20.14040592342399,16.22704162162164,0.2029751022757421,0.2572824879674195,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8680288846124091,9.344066115000336,7.565800145833301,0.9882691186094849,0.983803524196558,0.0,-0.1209674966339571,22.108267790020555,18.91850922413793,0.2255462351882508,0.2481571678726144,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8723219102184463,8.918389702030394,7.206149678714869,0.986501527968034,0.9836315457690852,0.0,-0.0025434815630069,22.93472163626339,18.725464859813087,0.1674205054472144,0.174010369602232,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8660945728760298,8.825252188459409,7.154622332155472,0.9850282941778018,0.9818212141433122,1.0,-0.055060152322043,25.51976778163614,19.596451917808217,0.1368236539862818,0.1725300238390814,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8703054481115567,8.916220166651009,7.212085072992706,0.986405893398271,0.9840455778133812,4.0,-0.0385418407888615,23.62619008250231,19.114130121951217,0.1008196656909071,0.0348715716172155,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8636699691661965,8.736829801020903,7.069756746987943,0.9833048797591164,0.9775372887075044,3.0,0.0018561139761295,25.93993609128246,20.93070439252337,0.1734987257189736,0.2064019984840219,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8688651955981558,9.138009371305328,7.457744948096877,0.9824111849680572,0.977369059833604,2.0,-0.2223625627455041,22.202740151796974,18.265219402985064,0.2205596268584537,0.2506185649293639,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8745814273267515,8.920282718969197,7.285784237918203,0.984782998094664,0.9815299078820676,0.0,-0.1224976810072846,23.070674611933136,18.24154850574712,0.1081890337979628,0.2026135452358387,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8750349951625971,9.008644383531133,7.31087477911646,0.9814663872195776,0.978842976619964,1.0,-0.1795230546269899,23.31962170040842,18.873896635514026,0.1034703627103421,0.1472697349085993,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.871091113950184,8.60816128333849,6.999534457364326,0.9831621018984164,0.9786170289891228,2.0,-0.129922465442442,26.091741102025928,20.26965530612245,0.0055452411085034,0.0282311537290242,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8754166731828177,8.992501313944366,7.39023621212122,0.9857237097661192,0.9841045818057468,3.0,-0.2706495340505959,23.028431416477723,19.198324347826105,0.0938436588876585,0.0700954024937194,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8713660267579341,8.729708654212128,7.031142379182161,0.9842548036880804,0.9818746865503404,4.0,-0.034403711694031,24.945071565920724,20.734122068965533,0.142997178899836,0.1484289567689728,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8677419218858649,8.11412011400478,6.536755939849608,0.9820199762991716,0.9761068833460764,1.0,0.0421860583523479,28.936492075950085,23.595946,0.2740988176064544,0.2981121048389443,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8734005592759118,8.85213536927884,7.127172857142864,0.9832339904081436,0.9798063038577706,2.0,-0.1249516871773186,23.907165611838185,19.40548500000001,0.0551805162791118,0.0981824892879346,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8783804198367655,8.381546661771754,6.80565419087135,0.9826524496298772,0.9794830632989996,0.0,-0.0463890810032641,25.471338057565053,19.92184034782609,0.09237485349722,0.0858322532792904,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8681279412610021,8.96021443718283,7.235042438162553,0.9875425275005244,0.9855888090505748,3.0,0.0453297419871953,22.594258797189536,18.500914383561646,0.2741978283552972,0.2517605498081016,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8646924504481082,8.737747313381332,7.052142960288799,0.9865465781516588,0.9831341368758983,4.0,0.0331844539014283,25.98448701391816,21.340635189873424,0.1844880446301805,0.183933787731256,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8666179670638932,9.700542232153497,8.012248478260872,0.9772346834541384,0.9745930549100512,0.0,-0.2558824862550726,21.30011360726419,17.802501984126987,0.2080808586529201,0.2060745497933323,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8574804264909287,8.972304544819135,7.184909677419358,0.9753981002638504,0.9690956655748768,3.0,-0.0423625123225714,25.682835338378176,19.914235064935063,0.240079897681027,0.2533141418776902,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8625178153869154,8.963325798853075,7.165416554054056,0.9829061027569724,0.9789251764816392,4.0,-0.1123824043646311,25.733016338130668,22.39966833333333,0.1164521995039258,0.1363712142261739,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8632839347076959,8.81844056782961,6.940606007751937,0.9795376288969996,0.9754500549581454,1.0,-0.139653052523397,25.71077356802445,20.19538469387756,0.0702480902224632,0.0676448930021894,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8661771168953051,9.02376189592446,7.213420588235295,0.97696873639248,0.974802706826077,2.0,-0.0424233734078409,24.027869047643705,19.20084047619048,0.1315283598605336,0.0835476359218386,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8632524022190688,8.919665357060163,7.147623574144487,0.978285597424203,0.9761268660170902,1.0,-0.0243187292725712,25.218407691940733,19.55994946236559,0.1083387028131266,0.0571304944645041,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8638954893671542,8.454794784187788,6.810841603053436,0.9791492472513588,0.9762191199868238,0.0,0.0043330146066138,27.99725837091968,22.143757446808515,0.174060326542221,0.1887439945092656,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8573020829092601,8.750731159127115,7.048306818181817,0.9814195767895716,0.9789446017502372,3.0,0.0090806599484278,27.364718640695525,22.603726630434785,0.129845384176495,0.068831589168195,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8582349555717892,8.5243343945854,6.797129197080291,0.978837396202788,0.9738213343959428,4.0,0.0116643663663728,29.362895884943995,24.26547682926829,0.1609051057950735,0.1896910133759972,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.871182354569464,8.725790714945425,6.970098333333335,0.982468672896666,0.978569416653968,2.0,0.0658084667834938,23.800624876466813,18.99482674418605,0.2654908734602013,0.25956186200374,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8623228220677144,9.076390336871263,7.215728461538466,0.9799396562744712,0.9776892768945764,3.0,0.0104070242397418,24.030593849498544,19.27681510416667,0.2067539748044167,0.2452810993077259,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8626870014202624,8.984201596936147,7.156247594501717,0.9823478840802076,0.9786960092547566,0.0,0.0028731740173466,25.070130032431027,20.81212307692308,0.1395001681098965,0.0856880613854388,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8640869456966792,8.98957309996936,7.377141029900335,0.9802619819458368,0.975789397604995,1.0,-0.0704587841664003,24.68648891444468,19.97104,0.1600315204748814,0.0969696969696969,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.862114739509906,8.587064819225857,6.8160691729323295,0.9794729853240928,0.974592275827865,2.0,-0.0094055867356088,27.702671917545548,22.113821111111108,0.177732257973627,0.2381610898464831,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8580820769816013,9.097434775173497,7.409477910958906,0.980910216772126,0.9759241077522536,4.0,-0.0927457456167717,25.492051724097504,19.2040703125,0.0638145398506992,0.0755274213353207,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8703064670911287,8.335301077732177,6.676738157894732,0.9840355632202858,0.9810745445278756,4.0,-0.0071905471146394,27.651469230520828,22.427043239436617,0.2620536756761384,0.2751844399731723,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8665061019408056,8.889182500255437,7.148233964912275,0.9866267018623688,0.9837834965707668,3.0,0.1211171807133323,23.145256321661645,18.69793225352112,0.3745630123012918,0.3943862708578476,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8692926869178248,8.772132028026322,7.154713456140344,0.986388719741363,0.9830492000481476,2.0,0.080681158908576,23.92036549640667,19.374810140845074,0.2883502700632909,0.325720992622401,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8666390280082394,8.866023384307171,7.180942842105254,0.9850140592840696,0.9820125620218112,1.0,0.1188794542758059,23.37800547229516,19.594270140845087,0.3499755643525514,0.2609993293091884,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8688666696131923,8.696658666208839,6.939343631578946,0.9878748191324884,0.9855787910074602,0.0,0.1113422083569447,24.228465572071755,19.90206471830988,0.3414483229793812,0.4348460332650576,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8660096179686654,9.067968117397283,7.45033636842106,0.9863901219344432,0.9832095127780964,4.0,0.0849698727471948,21.731416526522715,18.072364084507043,0.3380433124267876,0.300637156270959,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8704715998866498,8.910124064019783,7.245120947368428,0.9861792415308872,0.9836544229815198,2.0,0.0528755120890896,22.320689503013536,17.658057183098606,0.2404917769444744,0.2737447497140947,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8658609926779106,9.152765266812324,7.516492315789463,0.9872493088457194,0.983819906815633,1.0,0.071741862368024,20.73728254470212,16.455642042253512,0.3834248272001767,0.4153252850435948,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8704711160511935,8.777079352482847,7.1248588947368585,0.98656420404418,0.9832960787287018,0.0,0.0414707121144187,23.96084909175593,19.506458661971845,0.227417512216971,0.2595238095238095,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.872717027063567,9.013850467638912,7.318323122807012,0.9847469217179148,0.9822252271275416,3.0,-0.0459014738400382,20.664767431632026,16.303623661971844,0.1660574215170004,0.2600603621730382,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8681098970943552,8.560956572229598,6.940380210526331,0.9879104541256364,0.9838060421142594,4.0,0.1082230583771001,25.889773576883577,21.027498028169013,0.3534637278427973,0.4255197853789402,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8692199438431194,8.593033821192652,6.929160877192971,0.9845674402277824,0.9827452990915424,0.0,0.0248551836046105,26.366596893474966,22.10226838028171,0.2396245790641397,0.3038757870310264,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8677751604335452,8.813052208868754,7.098913350877209,0.9847289001751468,0.9793676352905496,1.0,-0.0184540091304097,24.436907023361066,19.324939154929588,0.2506786313412007,0.316431924882629,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8677354399691835,8.89089047197546,7.161098561403501,0.9883169752454416,0.9841332787993872,2.0,0.0949455893985669,22.759077339584284,18.364137042253528,0.3119260969643228,0.3237981857964528,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8618669651764131,8.969389834079994,7.248993140350867,0.98829727904296,0.9855721797301792,3.0,0.0741191338814648,24.42251293605541,19.79858514084508,0.3270061046903544,0.3249524224831039,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8750668069119865,8.694794150875925,6.920403438596487,0.985857419082162,0.9820253897189896,4.0,-0.0221366740584316,23.576824039467382,19.45901169014085,0.1705845587827533,0.1588195841716968,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8610932372784083,8.943897682017942,7.221996526315777,0.9850865851338292,0.9794317827493274,0.0,0.0872868390521591,24.599003535732137,20.60038999999999,0.3739736214796399,0.4076123407109323,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8672597549048845,8.736113377154988,7.011965508771916,0.9857750761193412,0.9817334070136552,3.0,0.064669380377573,25.19013777991132,20.45020647887323,0.2598113014967585,0.2778672032193158,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8670531523503886,8.801711673413877,7.1284035789473466,0.9846809887518336,0.979711710600516,1.0,0.0458969912985163,24.51321653043035,20.6129171830986,0.3501965474460226,0.3186116700201207,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8706548863325416,8.603832991966787,6.870373122807006,0.9822511532888484,0.9796765821217452,2.0,-0.0671705460872409,27.11436277984024,22.82167802816901,0.1010835625562063,0.1655600268276324,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8675789981310302,8.984168937020078,7.339836701754383,0.9870838074382636,0.9834722021892072,0.0,-0.0567018792609006,23.069838745126425,18.679313521126776,0.2838372861292302,0.2462461959023149,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8656378898234602,8.94884396844617,7.22442270175437,0.9858812077753096,0.98253548053615,1.0,0.0596337212406584,23.423003313810327,19.288380985915484,0.2958641920847691,0.321160295103957,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8721909223159284,8.50088087832205,7.009215122807005,0.982568424418307,0.9780563694568442,2.0,0.0139263516948984,26.56511010483239,21.01679746478874,0.154973921411063,0.2390677397719651,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8638917292523068,9.143733086654152,7.401317368421043,0.9862717430449566,0.9822591813435212,4.0,0.1071411825059559,21.55913492701499,17.189387183098578,0.33715648462284,0.3528169014084506,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8697994321045887,8.759779389338098,7.204599999999999,0.981125871757261,0.9771262658638454,3.0,-0.0421050183804669,25.179698436980395,18.658342535211272,0.1154232215624834,0.1717303822937625,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8685594967893351,8.830095356892983,7.125907473684214,0.9842567091492722,0.9807781604467944,2.0,0.0354777859393254,24.08033251380848,20.2943961971831,0.2714744371419434,0.3143218839973306,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8648541267023586,8.907131940911318,7.235284666666667,0.9845453485970967,0.98012304902629,0.0,0.1203298032926064,23.35452170222805,18.0927809859155,0.3691467983572714,0.3860193328382879,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8705877619625215,8.778193090681071,7.06762989473684,0.9837130023453532,0.9799343569191928,3.0,0.0010342810972131,24.165159787390625,19.57971633802817,0.1865120402912796,0.1686116700201207,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8718352417614044,8.989078303129785,7.3167837543859635,0.98311268318956,0.9793780083323306,4.0,0.0176541955982468,21.055796388963543,16.792872957746486,0.2370724599736885,0.2588406915302078,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8643036534758557,8.92755736083011,7.245867192982445,0.9851677668740852,0.982915070149439,1.0,0.0957458338817978,23.8375987062891,19.32417183098592,0.3110000594743378,0.307478202548625,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8699223973762059,8.670149311340527,6.808569298245615,0.9792218947258452,0.9779529630555654,2.0,-0.0227561505558058,26.02567277587462,22.32949436619718,0.1862142597252044,0.260261569416499,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8561898780720042,9.013986801928557,7.1907401754386,0.979337495483321,0.9741084814019048,3.0,0.0788597612795554,25.41147345492904,20.661464788732392,0.2859321169689727,0.3212608987256874,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8585742421912084,9.339343597355956,7.543343157894739,0.9759620040259162,0.9708150629677624,4.0,-0.0163653709216224,22.70284822085137,18.241477464788737,0.1593346931605507,0.1229386564316882,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8618825076926424,9.204073511854563,7.445928947368423,0.9817708110139014,0.9773163864690648,1.0,0.0731029311387879,21.52446530164024,17.508413380281695,0.371963919409846,0.3880314221415887,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8650013313728224,9.193559709196508,7.347230175438595,0.9797371039755506,0.977468405744042,0.0,-0.075635819648423,21.716248571643828,18.54029154929577,0.307289280575576,0.314654594232059,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8531556730449382,9.573244370112254,7.555658421052635,0.9785745364957206,0.9749940223749904,4.0,0.1579859434061764,20.065812453990805,16.334883098591554,0.398321337488821,0.3766631175779384,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8702437817115924,8.61421962698071,6.785436140350878,0.9796632173744502,0.9752134191231264,3.0,-0.0539127742556613,26.716511856831108,22.54080704225352,0.1211776814468629,0.104560697518444,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8590138658939382,9.125799988286056,7.26819807017544,0.9801587335526508,0.9750842213375728,2.0,0.0544942197910058,23.930023243418784,18.83711830985916,0.2527906630980425,0.2570465635264679,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8609135312842906,9.168008174301624,7.331377017543861,0.9776711304739958,0.975298959057477,1.0,0.0709456741096503,22.81823345533067,18.770973239436618,0.2749486862897565,0.2757591509299603,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8717950659791966,8.526786431761805,6.838311228070177,0.9795292523484752,0.9733447740901716,0.0,0.0125521438466246,26.27994133387078,22.02444366197183,0.1753410044400452,0.1609322602280348,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8733557003736121,8.824005700249968,6.991554912280705,0.9732598331874962,0.968878502759526,4.0,-0.1185125883729421,23.92018781957844,19.5841823943662,0.0063755023388517,0.0371062802350417,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8641464525998945,8.811176507976638,7.024851929824566,0.9803795092136376,0.9746121056324334,3.0,0.0662318724098101,24.86956767182364,20.22809366197183,0.3355481932626258,0.3191703415998902,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8595022703718693,9.48240067973573,7.729439999999998,0.9791695050117442,0.9752129007380824,2.0,-0.0557294471573344,20.87423594774544,17.12758943661972,0.1606842982231434,0.1881471172694999,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8672478743561312,8.8371038511792,7.102672982456138,0.978176342925154,0.971292621283571,1.0,0.0328643656237874,24.455857225768696,20.22638873239437,0.2211405461759799,0.2041247484909456,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.864130525930014,9.053425800220891,7.321355438596491,0.9823656619168136,0.9785759292635644,0.0,-0.0075323057300418,23.487793536008034,19.24723661971831,0.2613162301656169,0.2822937625754527,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8713244380956058,8.70553463690633,6.997729263157908,0.978977160629714,0.9736184950333648,1.0,-0.0230162478724311,25.14666725260484,20.145414225352106,0.1710196917607731,0.1678739101274312,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8745179586416444,8.604751110593217,7.016606087719278,0.9842534841551144,0.9811087579319098,0.0,0.0229601946604587,24.30363167793171,19.18614584507042,0.2228343521770564,0.2414486921529174,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8647008410323127,8.95248569913234,7.268311122807005,0.9874859226435524,0.9844329011647714,4.0,0.0967343468052068,23.438460594796936,18.7111938028169,0.3203354701213612,0.3466355908534032,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8658103837719472,9.260087930145303,7.583942298245588,0.9876756732005422,0.984276994865672,3.0,0.0422430866620247,19.98371108460516,16.46779288732394,0.2811527961637964,0.2661971830985915,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8624752293723128,8.962863856523764,7.176490228070167,0.9861153131856336,0.9832406115289972,2.0,0.0923417941389039,23.56585454908627,18.57073415492958,0.3711480351675238,0.3493963782696176,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8681296303182002,9.098261126913885,7.416994912280697,0.9875565166353836,0.98538076797199,1.0,0.0453437179910354,21.06449524879189,16.858892253521145,0.2572560923065681,0.2785066943985735,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8712200762229242,8.75681459256869,7.008029929824545,0.984327730424491,0.9799445976201714,4.0,0.0015797029314098,24.376666242918027,19.86164619718309,0.206907453592545,0.2455419646461596,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8737844797069382,8.867792470620168,7.247781754385955,0.9869618009833716,0.9841236845661904,3.0,-0.0077447242957411,22.11101963894296,17.298212957746472,0.1819370039421649,0.157478202548625,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8661045392402079,8.993704423781578,7.213486245614029,0.9841558886161862,0.9791128491404966,2.0,0.0957164981342328,22.26101140240174,18.142814436619723,0.334814720449403,0.3706802596138047,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.867371752728531,8.884214117454421,7.31216503508772,0.9865401526596386,0.9837264742380998,0.0,0.0724380367899725,23.41565093257121,18.32715887323948,0.2738571662490046,0.3141374424778613,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8721050460960253,8.756562766897359,6.997299438596472,0.9803886453708308,0.9784656400833804,0.0,-0.0690292598742468,24.894965821157047,20.33529007042252,0.0931330478439523,0.1043259557344064,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8682572332147868,8.993547821587823,7.357494508771946,0.9863724798087412,0.9837796086844484,2.0,0.0275633209804512,22.50197462226718,17.868453802816912,0.2477844678794032,0.3143554188190522,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8700442254330794,8.774956163280821,7.247439157894742,0.985187296405078,0.9818760995430555,3.0,0.0590623901044206,23.89823230541334,18.39678852112677,0.2571531563133675,0.2960957083915961,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8664603282485428,8.690082897352404,7.009012859649096,0.9853887678017084,0.982082935095184,4.0,0.0936149148561045,25.40522679753701,21.097437746478857,0.3074488591257567,0.307645875251509,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8705509951524177,8.602612849747848,6.816572929824544,0.9875515576556222,0.9852868088004568,1.0,0.0986427815012214,24.79689137843432,20.63413781690139,0.3287856704208051,0.3468841958890843,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8672704913646564,8.768567072210741,7.097122877192983,0.9866668311974072,0.981272694732692,1.0,0.052839891056033,24.87209832842133,21.48889802816901,0.3109161273156343,0.3249832327297116,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8718693773776611,8.973042445587526,7.349298245614032,0.9860120076248244,0.9826338508369864,4.0,-0.0271592769776019,21.827721857288296,17.42253549295776,0.1324316204572954,0.148356807511737,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8707195947718945,8.662946325395897,7.00485807017543,0.982814409718508,0.978324120984717,2.0,0.0086082154829563,25.396779044597366,21.20503169014085,0.214537665430112,0.2300134138162306,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8709125108471748,8.67292747455332,7.175033824561387,0.9821645827214888,0.9799668933606932,3.0,-0.0211672198780747,25.46103309362168,19.975648450704227,0.1406753739636038,0.1426750951759109,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8688429605498361,8.824865033513287,7.087333473684189,0.9851068370028536,0.982286660338258,0.0,0.0313149242780417,24.14697045659384,19.29608154929578,0.2137624403826988,0.2525821596244131,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8638003300782435,9.18375245072965,7.431587298245593,0.9854997959783084,0.982837312412998,0.0,0.074117943312729,21.51642028869576,18.056901267605635,0.3032203739776816,0.3079141515761234,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8689470811316813,8.72791691322554,7.163165614035074,0.9833575300687432,0.980864075294918,1.0,0.0854996090805743,24.433528025101147,18.85070619718311,0.2931829969506479,0.3927565392354124,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8644275093014769,9.1322943448083,7.399138175438598,0.9878250571674642,0.9853564038812382,3.0,-0.005137990263984,21.854353555975592,18.227124225352107,0.3683228589103818,0.3952380952380952,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8689670517442466,8.826904043653547,7.291108631578936,0.9829302716561964,0.9797477383517336,2.0,0.001629130564666,24.33883220147051,18.19822056338029,0.1866066376202713,0.2579812206572769,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8723260068190288,9.02626932683346,7.308853368421036,0.9839368462678604,0.9792258570361456,4.0,-0.050490266167567,21.05595729430172,17.439907464788742,0.1935423185675635,0.1549295774647887,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8704649136428643,8.485591157270477,6.905333999999984,0.9849411336105592,0.9837969703771656,2.0,-0.0145385252384107,27.545811939784823,22.14222070422535,0.0917166954082004,0.0373910127431254,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.863452419691872,8.966627830785967,7.29601115789473,0.9845306226926748,0.9795582633691584,0.0,0.0161415789394927,24.677919907326125,19.26346647887324,0.1820187241601831,0.2094081942410467,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8725594613719607,8.695694031681628,7.046595508771931,0.985075168409682,0.9812861727420884,3.0,0.0335964699384522,24.163191686811604,20.085964929577468,0.2023347550614001,0.1869215291750502,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.867870534875272,9.154507764361435,7.398036491228062,0.9861066436707304,0.9835533294380748,4.0,-0.0272753548605535,20.953829142712834,17.608870845070424,0.2523502510207546,0.2604627766599597,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8712822934616788,9.028563266047575,7.435270631578938,0.9860058553721314,0.9828180048017456,1.0,-0.0083880076329287,21.014498673606354,16.671084225352118,0.2731092459402083,0.2904091213950368,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8691399402803343,8.777908251866897,7.089236491228072,0.980227372781635,0.9760003338401768,4.0,0.0281147340816515,24.59069362951069,20.678462676056338,0.208979709746285,0.2168678739101274,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8617710222281112,9.109948048755625,7.606923684210533,0.9791449940288292,0.9755803093025734,3.0,0.1237777545106092,22.45517151610697,17.099027464788733,0.3537580581054707,0.4140076125265505,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8691280988420099,8.521254425867617,7.012493684210528,0.9812694239486042,0.975053630166156,1.0,0.0241692296537774,27.18019726331945,22.378794366197187,0.1870157995871761,0.2072099262240107,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.863779498421156,8.914933818308233,7.03233947368421,0.979921414111411,0.9802085825363752,0.0,0.1086807708889787,23.9338042873611,19.791612676056342,0.3347555136281869,0.3647887323943661,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.861839510833401,9.220333667820666,7.309055438596493,0.9747213642035212,0.9717007234710496,2.0,-0.1219074418029655,23.947286015050224,20.195973239436626,0.1480517813288202,0.1092219986586183,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8688744790342321,9.21587930787866,7.445914385964915,0.9813616670219774,0.9788458809466466,0.0,-0.0290586588877892,19.796651039305672,16.367666197183095,0.2727961254833335,0.2595573440643863,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8632250956872607,8.743884012994561,6.915178947368427,0.982797001025256,0.9800616152468528,1.0,0.0728869714935318,26.074675050284377,21.056235915492955,0.2868261815032826,0.3265593561368208,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8720177956713047,8.990440412741341,7.2493968421052655,0.980587485103022,0.9771388337352892,2.0,-0.0831523706592163,21.93221314258299,17.656395774647887,0.1623237039994495,0.1678068410462776,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8655688963622028,8.509436533794437,6.858015964912282,0.980440659046183,0.9732123267286018,3.0,0.0284273721034066,28.28830481545843,23.72896690140845,0.1834103781971943,0.2085513078470824,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8636465169473456,9.02500111253966,7.1960457894736845,0.980406703944414,0.975840285630253,4.0,0.0435713125705375,23.64147183277352,18.5478485915493,0.2292432128325136,0.2588385214588067,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8538957653022297,9.41933650012783,7.537131403508774,0.9818239958590148,0.9782487016081702,4.0,0.1020613028573392,22.189475228379784,18.085379577464785,0.3315810640909966,0.3372568745808182,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8728433592018889,8.861542537426704,7.213280175438603,0.9798757929759344,0.9748552150577432,1.0,-0.1280681756830985,23.768328326915555,19.105112676056333,0.0386970507433023,0.0504024144869215,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8655235025984609,9.013353046742337,7.24697807017544,0.9810411218312272,0.9774852415783234,0.0,-0.0267625419749215,23.93302323623936,19.09457816901409,0.1619373934460894,0.1598256203890006,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8698051786947906,8.74885601714916,7.029127368421055,0.9792657224597692,0.9765660244096512,3.0,-0.0496615833604958,25.625200443393304,20.74713661971831,0.1355432920208081,0.1614017437961099,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8619694642254574,9.219670403562407,7.492303333333337,0.9814872459005766,0.9777111307496642,2.0,0.1149446324289287,21.31570407264077,17.39672535211267,0.3644656215981538,0.3531522468142186,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.3111847403779113,20.632899082823844,16.654372423854223,0.5578503509816991,0.5698765923642446,4.0,-0.3406766969197281,26.089873442384125,20.104528738196056,0.1094353433833075,0.0992387020168822,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.30712198008024,20.431145251582816,15.77934662580316,0.5542052440953307,0.5523448619141452,2.0,-0.2396927197397131,26.49480405676641,21.00707891759623,0.1806445119337766,0.2089561985435895,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.3541583748865283,18.741949609157768,15.01169669464722,0.5951903365277585,0.5663210018891653,3.0,-0.85747950134624,36.54880259456802,26.535305853523138,-0.1735090250153972,-0.1021845250065355,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.3110657533102219,20.09401630969554,15.86986227167237,0.557747534314663,0.5647847485417741,1.0,-0.2625165715741253,27.04340304238577,20.63647935389036,0.1794509171424266,0.1781161819737871,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.3228640238320345,20.47510646120508,16.556805811685706,0.5682253754242099,0.5861629764713429,0.0,-0.3646731316887088,26.57428416096202,21.46800646991913,0.1616473887744277,0.1317890209229423,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.210039274558307,20.60327741694386,16.09107142857143,0.4780954399490305,0.4880665419100373,4.0,-0.4019375393171818,32.764333623282766,24.61677777777778,0.0253317657397409,0.0353576516670975,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2262140764489256,21.658281472497112,17.13612132352941,0.4981698225354275,0.51387929173154,2.0,-0.3484261854870483,26.276844159603627,19.70470238095238,0.1591699052161113,0.1476838961851757,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1811202192645843,22.41788194991516,17.737883817427385,0.4823049388333529,0.4637827652091464,1.0,-0.7672108593773652,31.20613840465422,25.011869565217392,-0.0706250272124421,-0.081318760685155,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2480511436843308,21.89771144448185,17.902335907335907,0.5179206262222742,0.5214494763052223,0.0,-0.5550216429751684,27.230949815146943,22.273711340206187,0.1709409050266311,0.1647636471242342,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1311941353471833,23.134827337661203,18.61020754716981,0.4702882077177511,0.4231648837154589,3.0,-0.9252924829917052,30.80252164288566,24.28362637362638,0.0109038761097389,0.0551346742767167,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3321510743259469,20.35482088200287,16.3007394132989,0.5763543901685624,0.5782849925111881,0.0,-0.3279126448279457,26.44877005493494,21.484931178034937,0.1416762648442335,0.16522087100808,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3211269298679535,18.84611089178885,15.001556128396356,0.5667229575609853,0.5604822264447031,4.0,-0.5056927179801634,34.97099913624391,25.920730450498567,0.166743243910448,0.1764829352252214,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2781032751454538,21.34170034440772,16.710349686306667,0.5273869854616967,0.5492619692309729,3.0,-0.4369038414724866,23.65115032009556,20.38793561826769,0.1354351346960622,0.1259435506344454,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3345591243105704,20.06235990773311,16.20623202226149,0.5784402347979969,0.6021262480503933,2.0,-0.3235148046088305,27.43742563445131,22.120620686408337,0.0601689859800799,0.0198164968721381,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3076049180077458,19.84308155030642,15.432242685575693,0.5546434981365107,0.5827956305493618,1.0,-0.0716205327782939,26.77488686661053,21.62234903518448,0.209671570974609,0.2133265236119091,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-1.629507948069452,39.3171136719254,30.95279359430605,0.2046890328555258,0.2047404902832356,0.0,-2.8221233357525883,48.85342271189058,39.067866666666674,0.0543027737935403,0.0562063890075854,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-1.4076084471237689,36.28516128603075,28.792474226804124,0.1913318749717704,0.2082219071166146,1.0,-0.7846373681708247,38.095787355438254,30.01669230769231,0.3650380598029282,0.3746298205387633,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.0133339225357606,24.238300847171924,19.562309160305343,0.3992320154175273,0.4162473602446621,2.0,-0.794713199631315,32.70172561976873,27.13670212765958,-0.0219414286131607,-0.0467052025864512,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-4.96109228815334,60.2707278293759,48.39413533834586,0.1365330262393672,0.1388223064380371,3.0,-7.515980318091886,68.63797297131605,54.52194444444444,0.0871694949234213,0.0747870903109912,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-0.8128470134180403,32.36342353575321,25.82893356643357,0.3424542747200014,0.3709650676208378,4.0,-1.4152313416111624,40.17790750435581,33.694285714285726,0.198215514301422,0.1514138738873251,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2761246809871709,21.141409170139404,17.150124849946614,0.5254900001823576,0.5337634371814272,2.0,-0.1721966077103955,24.19581579056184,18.928789235154195,0.1097582762680385,0.1965492379424173,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2699712670484872,20.166549394599382,16.065982648481135,0.5196001571157638,0.5110300645105645,3.0,-0.0155287728101882,27.57651948449424,22.20674803629002,0.176572198341388,0.2163313212608987,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2864584807888104,20.83691128718448,16.554366290745172,0.5352321075111286,0.5533814057643834,1.0,-0.1578948867775882,25.09376307410289,19.95245857345356,0.1716916671875253,0.1757545271629778,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.3034729449397758,20.22015653125758,16.242125731664217,0.5508968304420998,0.5619887106164402,4.0,-0.1223689494840341,26.49677437699033,21.20813712788562,0.1858713549679724,0.2207914151576123,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.2857966000069252,20.303273384636725,16.315513654939693,0.5346144960590193,0.5348112314312903,0.0,-0.0383318668099659,26.33133846598892,20.15368942185833,0.2324494104209273,0.300539072269719,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.2204086093259146,21.943696135512795,17.878649122807015,0.4790123388139699,0.4767991908839926,1.0,-0.207247584699765,24.679019828962208,19.385352112676056,0.2062994867924529,0.2154198664090273,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.0519541172276459,24.149863805870734,19.032228070175435,0.3948950787781317,0.379510641529988,0.0,-0.2532907564431412,25.453965821779875,20.88661971830986,0.2326781758157119,0.2132919711146862,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1234509088320283,22.608423963708905,18.14857894736842,0.4129680776670642,0.3995806725563733,2.0,-0.16853162119151,27.384081090719448,21.92521126760564,0.1865838965534811,0.1779608833115565,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.0600179734414897,24.049927456965584,19.27328508771929,0.3843358639981606,0.3742203757074839,4.0,-0.3024610912260301,25.88245680086061,20.50758802816901,0.1180039620393668,0.1277887236503226,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.1890326519443899,21.61313073313812,17.357280701754387,0.4577172697529971,0.4541016368249216,3.0,-0.1422022408438306,27.544340360870745,21.66464788732394,0.1458502929281679,0.1712282854825892,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2982016701564908,19.800946284224327,16.079687430669424,0.5460979202471585,0.5448373139680202,1.0,-0.1481947338415183,28.5503978709557,22.60565889960157,0.1231922443125008,0.1075117370892018,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3227500249426831,20.44427461949281,16.1716685540793,0.5681401414887911,0.5945633864221757,2.0,-0.3711236432436426,26.41672333077372,21.92308555310439,0.1702650552420116,0.1437290409121394,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2615456001158924,20.916596802246417,16.654953034583787,0.5114434814635251,0.5268755903916237,4.0,-0.0594665137137944,25.112360228809514,19.674979312120787,0.2641768224980805,0.2898917663730848,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2623503571876721,20.55517147886396,16.322589237706513,0.5122267887858989,0.5282287798490868,0.0,0.0633619312559984,25.31768511619058,20.083931210191025,0.3398875120431476,0.3477896360755697,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2623888441575405,20.52221830769779,16.158656699765626,0.5122567393387591,0.5136148647950889,3.0,0.0023231029022842,25.61104127855973,20.81221305322349,0.2926484061012965,0.2484091919033635,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1780904577705367,21.1008298783962,17.448552631578945,0.471951486150062,0.4629096866939742,1.0,-0.5784188117608835,35.44995209352332,29.06580985915493,0.0163156004858681,0.0108495154152696,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-1.2543423588710638,35.120144751530006,28.533859649122807,0.1103421785271644,0.0977128797790927,4.0,-0.8096880296811111,37.47490366335136,30.10894366197184,0.0898349024306829,0.1178650482227389,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1875024194239646,21.72493999951337,17.38254385964912,0.4452927768689233,0.4391669429113778,2.0,-0.0987037865083479,26.522307459151182,22.363521126760567,0.1525442361376563,0.1652052724666782,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2732601333012866,20.81356812021276,16.913508771929827,0.5333909430412211,0.5530875226918138,3.0,-0.418547840016253,28.96884978901633,22.863169014084505,0.1177513433724719,0.1160123611405279,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-2.7374746885375747,46.70237940236135,37.34394736842105,0.1543691910457265,0.1528950913124199,0.0,-3.193892877463478,51.95290994845886,43.322676056338025,-0.0151995758394711,-0.0408052048454558,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0382440335265663,24.658363696409523,19.16795910787423,0.0717899044316177,0.0855197878657397,0.0,-0.1585745900122375,26.906894274731386,20.404692586263025,0.0869403009937266,0.0859510317775573,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1080720285165854,25.07945038271086,19.29851277801628,0.0016237139345935,0.0412209647689086,1.0,-0.0621590017618987,26.88879212277585,20.461359605460338,0.1850656865575634,0.1484508911784557,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1170793239796659,25.29857443085668,19.538104507505665,-0.0204663391698295,-0.0460815523607225,4.0,-0.0314017340459347,25.783588832999094,19.5359864421806,0.0254643373693733,-0.0091585283371678,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0900691135439208,26.30738960978888,20.422948757958792,0.0287395875279618,0.0563613504736275,2.0,-0.0931103479392208,23.37766837061685,17.47033358647273,0.0397493398287245,0.0649549191507074,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1196210524578771,25.403233592774583,19.27524596928616,0.0039628053325021,0.0102893867758317,3.0,-0.036615797176178,25.66490219928514,20.2666563959405,-0.0171145086506586,-0.0498338999342315,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1174192304547556,26.96178191167341,20.852271203398704,-0.0341410836056507,-0.0297077546274524,1.0,-2.13901689856133e-05,20.02828866915889,15.820096333312987,0.035318763182076,0.0092008069491366,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1002397820314575,25.119530013360865,19.20395593161112,-0.0916450418163136,-0.1185383655960718,2.0,-0.0498640616651087,26.43647531397944,20.63144222213561,-0.0892899363093366,-0.1885798143594444,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1123380762794024,24.717480243804427,18.7710155024491,0.1426031884988599,0.1688225651426817,4.0,-0.0246734351701405,26.805525812513025,21.29170063542385,-0.018366611763991,0.0016741419127396,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.077563392517771,25.318913578755406,19.672792423082434,0.0082995563342988,-0.0094020182813481,0.0,-0.1224864779295931,25.85600684856589,19.08293463134765,0.0203759504168343,0.0305230794519059,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0686473253725779,24.216088504493825,18.3447549945205,-0.0889189306996837,-0.1143152982911844,3.0,-0.1413373535633304,28.790214586752008,23.15059336575595,0.0678510315337264,0.0353507571936044,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.7783043711694075,31.9970657141222,24.78130549615889,0.0405103083649033,0.0321543710872269,0.0,-0.4522290789813261,30.566589841061404,21.278425496708262,0.0386524400305404,0.0253482107431629,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.7022682322910205,32.81330772296268,24.9898881690587,0.0658104316192621,0.0970056977253251,2.0,-0.7074516197078069,29.256727758698087,21.74622063720111,0.055380318058902,0.0467526808488732,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8502020347766779,35.393088468184736,27.04297636863108,0.0025989959535916,-0.0377620054069491,1.0,-0.9622330759630752,28.49702680620729,21.765837733393127,0.0379186450705881,0.0412146389409325,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.7747973969411048,33.126566527242524,25.556218858656,0.0493894421209344,0.0231209130751591,3.0,-0.4768787342917726,26.817842499081493,18.907894241149165,-0.0989922656418381,-0.0368504837365293,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.6754194406434859,30.74939347576156,23.16567433972512,-0.1342175282169918,-0.1505767912244234,4.0,-0.8322237208895151,34.69406663355993,26.54625976138645,0.1525054491698433,0.1447820909198302,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.8174822722218418,35.37680333271829,27.29710042631675,0.0688746527967011,0.093196775784361,1.0,-0.6145275051729395,23.282619482061413,17.614366758228403,-0.0191995532256584,0.0445636692466463,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6548991863963536,31.244732735677538,23.447763418828888,0.0123428121649384,-0.0477341073312071,4.0,-0.9923776500633116,34.55259586558394,26.869584977213545,-0.1669866961626809,-0.1785546656788479,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.7572115481102568,33.62057902424595,25.77008524706984,0.0594027912822324,0.0616987414986833,3.0,-0.6177183908943595,27.192730684807,20.013421559053302,-0.0056671560238675,-0.0420713902146536,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6918621834414802,33.26985312719907,25.087089518166373,0.0722771844053137,0.0952386329123411,2.0,-0.8076844191565828,29.05883386310617,22.253696492287965,0.2091879514626611,0.2267437994154795,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.655146397140421,30.548629346288497,23.36676966809212,-0.0216521948705131,-0.0442732162782795,0.0,-0.3258989148986626,30.54016579306608,21.949084193255448,-0.0294231267996388,-0.0406246992556609,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0994684170910729,27.08237204604672,21.201503897561725,0.0395046052586057,0.066774217901571,3.0,-0.0189017046344663,17.526757514393367,13.168258626302082,0.1774510660384748,0.2270987256011521,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.05025912100397,24.26745513835436,18.663338729974,0.0269744163957455,0.0260684007567722,2.0,-0.6220229496750163,30.20650559108497,23.02886566991392,0.0012285291788699,0.0054395566300314,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0701246925126002,25.50414642392561,19.551002840020026,0.006942003840223,0.027342813228578,1.0,-0.1883847283097617,25.63645482251448,19.679475920372404,0.1073620229255271,0.1331026541091351,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1417213045359981,26.88752874644237,20.754286142985023,-0.0503554928388167,-0.0274719560856789,0.0,-0.028263088628925,19.301311313439783,15.489246581002568,-0.0850535947721445,-0.177804921216747,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.038861386704921,23.91682142738712,18.49460286656033,0.060570895811995,0.0672283003010747,4.0,-0.2985304215196447,30.02129017676307,23.27301691133682,0.0400577399416646,0.0691119180521395,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1328478888041371,24.344060360170072,18.394258106326262,0.0664350334685749,0.0885628064606533,1.0,-0.1023994179862719,28.74017990983276,22.582332742256032,0.1076915095876024,0.1498426019295393,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0761840117905576,26.42314426015692,20.483469772912507,0.1271966608853714,0.1152700806758539,2.0,-0.0898362779518204,21.848779681001275,16.585523883395727,0.0213611695858253,0.0442421744336575,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0930980888423378,25.783240546397348,20.052394643073537,0.0976334455617764,0.127564971533275,4.0,-0.0212973458748448,23.493946484711405,17.515843864999166,0.2694490878600143,0.26954519870521,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0637817515883418,25.56863890922488,19.782642785240625,0.1176100150348938,0.1443201989272169,0.0,-0.3025792460261431,25.66437089945196,19.05910534994943,0.1803203402003454,0.1990946176393582,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0767763191864838,24.79623639510423,19.00157311935152,0.1751770229854717,0.1903108400698659,3.0,-0.0741562698546105,27.11449463102449,21.24034066732828,0.0218615479659094,0.0416407121437532,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.7629425351932004,32.9555629975868,25.08079820468632,0.0640381874761523,0.0237524517755166,3.0,-0.493585961094799,27.563165111529585,20.55461436410968,-0.1119414441282806,-0.1597924879479789,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.6929918428917172,31.51766988821846,23.839430156171098,-0.0296500332779489,-0.0501783001822132,4.0,-0.6839845242484868,32.323686750475034,24.36709951913485,-0.0222355202065272,-0.0808173501886269,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8149026203751255,31.1423001294574,23.705818055561608,0.0369168439494695,0.0017711176145208,0.0,-0.364477605159025,33.2542070573661,24.52757675672833,0.0239516260033314,-0.0269919113711141,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.7179837276327439,32.12526495225903,24.563259469881928,0.010012682206784,0.053183846977313,1.0,-0.5340165336610747,29.559910921855018,21.41314645178524,0.1933681401804823,0.2045177481552631,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5512346187560146,28.85863503338808,21.29088776188512,0.0786887680680953,0.1083077341592676,2.0,-1.291742000304597,38.24242400736624,30.85135049113521,-0.1737406759827972,-0.1680741951157285,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6613103600724204,32.62489546485384,24.869531686873664,0.0630363775755386,0.0571229950667331,3.0,-0.7392655556985201,29.02451551389121,21.51425441081707,-0.0173578593201526,-0.0679846033998097,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.4745322552464504,29.671064903018408,22.19001653544108,0.0778106173321839,0.0902345032336431,1.0,-0.6987728678659422,31.354240606560392,24.81132224082947,0.2593359264731485,0.2945810619566459,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6634365165439438,32.79357094924218,24.94830106922496,0.1497790114295737,0.1673565651250554,2.0,-0.6749707950598487,26.2022050514932,19.615390073988173,0.0695478725959213,0.1051870710233,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6770814289378893,32.89424441840088,25.21185893772155,0.1035360118433045,0.1375587078398483,4.0,-0.5380223184790465,26.3660821807658,19.38137507943546,0.1786434120870118,0.2063798148826194,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5859983928945256,30.9411855918611,23.01069394830557,0.134714683307984,0.1449070300859173,0.0,-1.0011188950245171,33.38439113744088,26.277837065060936,0.0390203367183606,0.0512663982271615,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0688411876475354,25.91763350085247,20.008066920230263,-0.0339487807555969,-0.0073117896704526,2.0,-0.0135700508949356,21.360161081936585,16.87310364844094,0.2485887495973621,0.2171914018556331,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0835966734286115,25.28257908836271,19.108981626811783,0.0573564278212116,0.0213495249656025,1.0,-0.1360159362253827,26.42851509436916,21.44037718652,0.0009179498722392,-0.0406688589395904,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0621835836334814,25.50614491268762,19.87514192440636,0.0417949167918165,-0.0001913817994571,0.0,-0.0363387399607793,23.32986715529334,17.432158153695124,-0.0590553228854774,-0.0633105994595189,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0537389104498515,25.18936346905423,19.56194985319439,0.0584866351403231,0.0759540642548827,3.0,-0.0383162996548249,24.29440205318608,18.546221616503217,-0.1832117138320228,-0.1344026353171303,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.051273995299901,25.09249957063557,19.64204677273934,0.0705538536504109,0.1037776658438494,4.0,-0.0770917760061877,25.018830431740128,18.34839896403568,0.0737980982724017,0.0606294153525492,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0370432191698255,24.42870183626304,18.8796460715846,-0.0127834968185886,-0.0420158756899487,3.0,-0.1009339940099329,27.0815814686074,21.228976403894563,-0.0756247390533348,-0.1045330724003576,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.047169460485497,25.467090405441336,19.746249959309896,0.0244733953896598,-0.0236188522045538,0.0,-0.0566980104867418,22.989873570095057,17.770119684783506,-0.0039480380560388,-0.0215099541157619,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0540391570502449,25.60996502638668,19.92023104590701,0.0789956349008303,0.1033011917350854,1.0,-0.0035361206036916,21.771660981637933,16.94971859569281,-0.0093901992313884,-0.069060539864559,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0525536399343229,24.919104124228003,19.092702530174925,0.0431807277306224,0.0347537023761062,4.0,-0.0155681829165548,24.95651498002619,20.307408644985145,-0.017120839553134,-0.1005673349419827,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0533758455854604,24.7054837255105,19.240845419365066,0.1288780313983247,0.0987211514266792,2.0,-0.0974864156699315,26.82576088142129,20.0965818012936,-0.0119459029805742,0.0028016612812622,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5454936982400407,29.43653306353581,22.45513251080429,-0.0558009385353853,-0.0936150335651313,0.0,-0.5227500359681749,33.393496721611,24.46484525438765,0.0627497080650595,0.0385401942896799,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5624969200948291,30.921590193115268,23.536345811007315,0.069833719626306,0.0543372336919805,1.0,-0.3237054426090668,25.807003076821868,18.965613662289897,0.0296990213080185,0.0809511702970614,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5239703685521806,30.09188785989392,22.71024338839347,0.0073497113246979,0.017419602715723,4.0,-0.6831249734497085,31.67456965788264,24.01262390888913,0.0598604042209968,0.0325412530765489,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.4878874566589684,29.492331996978976,22.195015454208644,0.042543412524514,0.0489475431097607,3.0,-0.6867719456676009,32.53999117253221,24.95099456249828,-0.0358038748174661,0.0230679757248754,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5497702634055119,29.53403137912013,22.39088467594615,0.1061491793435167,0.111981993728639,2.0,-0.4926383177122055,32.91199503875335,24.60875215987085,-0.1221740247692653,-0.0365988900627393,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.548291560190493,30.99067845530212,23.42868313438014,0.0851117968322386,0.0875935965775976,0.0,-0.7069235439755577,29.1054339328464,21.93598862339073,0.0088655462344391,0.1046886009927111,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5879850704590186,31.18886506174819,23.52457004533734,0.0630577305575038,0.0768643765038056,1.0,-0.3011472367055208,25.25266658402949,19.5106969258483,0.165135299279651,0.1686146943684659,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5540657839311616,31.1957565179859,23.52437772704007,0.1351454518011383,0.1717184873074707,2.0,-0.5646249917079895,27.065100314327683,20.754869212835604,0.0793033000344565,0.0404867140448684,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5030896247997443,30.21448586956152,22.397678164030378,0.0753099995587537,0.0781718207658596,3.0,-0.7481841359158266,30.799942147963463,24.949252947955063,0.0639162466403181,0.0756982475010405,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5292255148888272,29.63584141669065,22.349302480329545,0.119304221114258,0.1428788059313333,4.0,-0.5183562198441745,32.120331868757184,24.42191318135865,-0.06431361889573,-0.0759336595323303,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0487655548941641,25.64572936284281,19.845159029241195,0.0365542655058078,0.069448698602453,4.0,-0.0648673842264804,22.34816400356926,17.42615938858247,-0.036786276585098,-0.0413486701141579,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0461756548842617,24.69164663537424,19.129026935778164,0.0566556533424831,0.0467515550504056,3.0,-0.0754890631799269,26.32775408224761,20.307378767846338,-0.0334517032446679,-0.0026424626180452,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0422461805696299,24.874472605284303,19.48478346761068,0.0095186498601535,-0.0280411496937823,2.0,-0.0346647852032546,24.981861966885244,18.70159088564591,-0.0999550515244132,-0.1138229047338941,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0512921565831294,25.85627940348272,19.88259294476425,-0.0120397773914464,0.0045533208056455,1.0,-0.1101197526954265,21.91251913202566,17.47084540138782,0.0245248516904738,0.0500760822432936,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0470788454745414,24.45167143706929,18.83891593745717,-0.0044701910101529,0.0044876552749561,0.0,-0.0192400014094065,26.56539851997412,21.28661231242435,0.0734433500845965,0.0554107351785818,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.046785078469687,25.415034904847136,19.60625648471765,0.1166277343178646,0.1454259589142383,1.0,-0.0180586954640602,22.674013495737995,18.21065372090944,-0.031151416097248,-0.0120727145845196,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.046891524985835,25.0377613398059,19.37967700248852,0.0211096966851146,0.0042885731022079,4.0,-0.0622324818748711,24.869236050221467,19.26128937197404,0.1164119125269931,0.1053231989101031,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0464601400844713,24.15897356661912,18.9075532563862,0.1258748866724162,0.1485897772453321,2.0,-0.0953061459427782,28.44638204782043,21.285867182771923,0.1081928897177443,0.0938513006896796,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0451013173324301,25.11835882712886,19.41110855530856,0.0748292375097941,0.0812216158479795,3.0,-0.0496107779754306,24.309341216061664,19.067674446643235,0.0425209447751957,0.0405024664838992,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0397828599762732,24.701551662153665,19.346205275686163,0.1416273313941033,0.1416081247991913,0.0,-0.0830149476412018,26.043135143178468,19.34761794614121,0.0181117874590458,0.0938354881719161,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5841900013363308,31.144967700683004,23.572359389187994,0.0494665598361301,0.0182003127321377,2.0,-0.4302279849474877,27.154275060251464,20.462249218578062,-0.1322906232527672,-0.0978688899469494,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5370985835264801,30.54221036748705,23.01172969697652,0.0433179003461989,0.056262910697336,0.0,-0.8436580944539351,31.59562414277613,24.10961408265879,-0.0261781956939754,-0.0501574374719209,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5443472282100323,30.12334737132264,22.859162109375,-0.0156944780120832,-0.0639691148688841,4.0,-0.5389432858609631,31.077089233008248,23.03381393325161,0.0127712846554243,-0.0179920351155026,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5813042916878544,31.32721684557331,23.554978234809745,0.0490784225278403,0.0328827512561171,1.0,-0.4535938641275483,26.43655039653829,20.62398118677273,-0.0774543882578932,-0.1349742150993037,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.5472752053324761,30.69598393463809,23.221467064037657,0.023179799179181,0.0306164606610913,3.0,-0.5667948246928751,29.126156168575168,21.86471544400068,-0.2399274653611614,-0.2372292795786684,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5890535053820636,30.55891542105162,23.17788545655368,0.1099906902040804,0.1347531178478395,3.0,-0.3739259196093465,29.14111299143948,21.61992173853055,0.1227888101951631,0.1705206679926649,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5564358009542141,29.31550495305337,22.088162000957286,0.0843823329798603,0.0484072942105227,2.0,-0.5424552862063141,34.31811435444659,26.373890322832995,0.0596436580858123,0.073028809438292,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.6016987199005257,31.07167383353588,23.75553277132804,0.0379539078810297,0.0299496519239647,1.0,-0.2835246801155555,26.079696936509293,18.755425795434228,0.2659224853000285,0.2593775677632769,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5544824065030511,30.4384289779602,23.129551278365287,0.1528144384304056,0.1419149298646643,0.0,-0.4491237956928435,29.265429072357776,21.52721442531532,-0.0083896278168023,0.1050972250699164,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.5494254280332427,30.00405350218228,22.712300671761497,0.0127853329968833,-0.0075773609650901,4.0,-0.5313808166147229,31.63736948914424,23.70453024528396,-0.2044803178377818,-0.2362825349945503,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1864440664464245,21.46883368485588,16.916371129554086,0.4444696514522823,0.4241145385661388,4.0,-0.21023805710166,27.32968052560156,21.013133770063813,0.0551511572774496,0.040633190180569,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0654098042599859,23.21159015425808,18.828296551082445,0.2620855849576436,0.2576907177719995,3.0,-0.0207577383381036,25.90681709793793,22.03337559890747,0.1137306866650511,0.0923347398030942,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1976603080288302,22.905931059183864,18.45801060604384,0.4565984305886577,0.4354167109346102,1.0,-0.145162651867178,22.56551491619833,17.972090230305987,0.1765681027824135,0.1062878558158655,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2307665240502802,21.250485686765145,16.789872719276957,0.4804366486928584,0.4774505172471405,0.0,-0.0814866290335052,25.853330797654884,21.64710678060004,0.1286152456806256,0.058917237717531,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1361706232761951,23.8008951754619,19.3694609451294,0.3839886440390855,0.3459568608344122,2.0,-0.0747830721207545,20.810545653963946,16.60280812496609,0.1499121789122507,0.1499862122341066,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2180219939943369,21.317378188398614,17.227244910370533,0.4872544378141232,0.5052579399714109,4.0,-0.0330251074115961,25.27527305116428,18.900781265650043,0.1260476294045347,0.1456138797910949,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2576941605181445,20.84506730982521,16.590954775984272,0.5111737955773799,0.5092908632603188,0.0,-0.0789974696369895,26.033624092321062,20.4951633779014,0.1550256363721249,0.1299514042716005,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1911014820572582,21.585914719347752,16.978547306777838,0.4712181651799567,0.4720014205552908,1.0,-0.0971292612797671,25.419167196549257,20.373265756395128,0.1313132867279104,0.1196613559764671,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1810733330733829,23.29673883208484,19.153949728879063,0.4831691592759662,0.4758538670793014,2.0,-0.323024314359126,21.74875853419525,18.68791806925898,0.2554096089704477,0.2073355398792415,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2242954045271459,20.595028769876173,16.403124893693363,0.4965558962775249,0.4984597008731634,3.0,0.0038369526341713,27.10927400869579,22.01223808106922,0.2220050384107879,0.2099646650372374,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2419046336665948,21.20159865322538,17.187390044747964,0.4922919617524155,0.4755238721942981,4.0,-0.1158625164079958,25.95512385452388,20.77783666491508,0.1117165386849966,0.1426756258750283,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0212874432122709,24.32190988199688,19.48616477995765,0.1568227542645001,0.1429087232689242,1.0,-0.1528976192501094,24.83586274160788,21.07372931568893,-0.0023039489933933,-0.0467666696255867,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1623596834822588,22.31131715914838,18.056298837372747,0.426269045306228,0.4266749451669836,2.0,0.0259631747437452,24.083037482030925,18.77162351276564,0.1862538293230156,0.2292905279155158,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0060838686774071,24.69814064492489,19.75383096987835,0.0558633250481802,0.0344392246288587,3.0,0.0209478556815041,23.197820803683047,18.446950824180348,0.1887718795212888,0.1756824624038996,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2109538760288574,21.69846344740756,17.403060408808486,0.4655607798431411,0.4694597562527643,0.0,0.0199349527815804,24.08601179712196,19.090342981623508,0.2247826818506316,0.2705948822628854,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.122266111688272,23.99280852696467,19.430576012505423,0.4432875789287096,0.4468852320091989,4.0,0.0083167733308185,19.741057395652124,15.030234124826832,0.1922878370917267,0.209528751356196,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1980893492339822,21.929357758669767,17.699302928817104,0.4840349093976105,0.4768768465139998,3.0,-0.0658751651064366,24.328233958876325,19.409550953971017,0.0872487104803575,0.0728670080656389,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1721841950788697,23.107122038033985,18.98898350390438,0.4935005080161427,0.5174288619432144,2.0,-0.0137077319998908,21.350726797842047,16.67024845324065,0.2102659354918956,0.1593370637504988,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2433663094342637,22.01542298123615,18.06596751374465,0.5245056104077691,0.5429037851193256,0.0,-0.2606882459107646,23.044614561074702,18.43375682512919,0.1239758747605594,0.0717311168313838,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1506006834496667,22.99136162894166,18.49337300720215,0.4651450282168773,0.4655089666432606,1.0,-0.0300300567221525,22.384841710632767,17.618002511483652,0.1328146559598811,0.1836043360433604,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0063109005598536,23.993306069894444,19.091688247680665,0.1350884904927486,0.1362308706784881,0.0,-0.0249385336324869,25.58565359481604,20.35036724024805,0.0825151539485797,0.0973897666551339,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2053925964141358,21.800954416697632,16.912488590381763,0.4594933680543889,0.4873708733781282,1.0,-0.1695392087654117,25.90983537282941,20.64343353981196,0.0738538204577459,0.0675981659369292,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1803395696820814,22.17299936969912,17.418336952492044,0.434641961234086,0.4692075254863306,2.0,-0.3172355012236845,27.01941648232504,20.15767287276512,-0.0146838431020723,-0.0034907636282852,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0561703523304681,23.586065876269743,18.483189472182666,0.0476379331055969,0.065651982509205,3.0,-0.0829047435892411,27.96710960773428,22.250222746475885,0.071929516547753,0.0673639523557375,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1129769283507806,22.11159155681387,17.596942424576177,0.3413645577113798,0.3403445694077264,4.0,-0.0369525401947841,28.55415206850952,23.446808106151984,0.1059240939359782,0.1495330832468673,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2478063938938371,21.38778453794815,17.481780631061742,0.5160703411491754,0.5425284998226519,1.0,-0.0417673980559045,24.11159827021713,19.755901681223225,0.1691876880638032,0.1269070372975342,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2227866937237187,21.883199287971536,17.563415111541747,0.4853162190975194,0.4975322497366786,2.0,-0.1163011821958501,23.43969849175568,19.900356910228727,0.1391583251132334,0.1263700488334238,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0762148165986936,22.086616375838336,17.897181360649338,0.4320300249498998,0.427763011945358,3.0,-0.0019950335999334,27.92418489087878,23.35578229323677,0.260405615351825,0.2522540573031456,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.066573254060014,24.82217164121444,20.06362974333673,0.4318570182081782,0.4333591040754115,4.0,-0.3028485647399535,20.64625170288097,17.694170502693424,0.2563288688640939,0.2437259407358777,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.032828681884882,24.04342234861655,18.957734525423525,0.3602987926838296,0.3381304684478577,0.0,0.0060854484403702,23.89779718403029,20.684567250432195,0.3283030387415321,0.3639446715641094,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0207149130307536,23.84844492312963,19.356890394592288,0.1543326479972844,0.172555312799501,0.0,-0.1196828233063063,26.296878535431045,21.71317227489544,-0.0726941278529265,-0.1285641951894529,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.002474165152138,23.44530975644757,18.64636968899878,0.0883479337842905,0.1069930679725625,1.0,-0.0373433653408201,27.306209668981065,22.88482148475254,0.0144502994702987,-0.014780236037007,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0342078488488581,25.07625208647577,20.058339287690007,0.0059944911449712,0.0378108969701456,2.0,-0.0382863261977108,23.960716698239604,18.87090888805604,-0.0104424613212553,0.07707727731291,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2214885737448481,21.871268231272232,17.57976661711028,0.4748638344669879,0.4711937772965399,3.0,-0.0211020361735634,23.50325586471392,18.379074937571648,0.180344253090375,0.1688732025337915,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0320344609498541,23.789762554339777,19.052554809099,0.0292814436608925,0.0356145228486145,4.0,-0.0204435838224108,27.12739066376325,22.086922637310224,0.0249535532498405,0.0030309903974969,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1237070945151213,21.281841750502053,16.93504254733815,0.4341184598157992,0.4021058513198064,3.0,-0.0982190079272926,28.77514815874281,23.062004668826148,0.2825257490389652,0.2650237677297791,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.022504387942942,24.57705213603992,19.715977043550176,0.4326749383853481,0.3930448476661189,0.0,0.0014788659630934,23.29487986546546,19.446995823940384,0.1333104233823821,0.1396442400278686,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2187756541169359,21.195798196902047,16.859149973042804,0.488596735692234,0.4809443845611619,4.0,-0.04587855644149,26.73390286594939,22.50872166633606,0.1826328126920485,0.2624743677375257,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2372826081026948,21.434019957532392,17.373919280776402,0.5079974035590334,0.49965825066444,2.0,-0.0335885352605214,24.34902226045424,20.030346423678928,0.1425945687867402,0.1608346709470305,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0885095619701882,23.147907535101925,18.51509181650155,0.4453446539736045,0.4430651356587637,1.0,0.0343653871823155,24.45778024095469,19.91499641856928,0.2316405291777899,0.2230818650323196,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1147641808938981,23.69507682472224,19.16601159398336,0.3541316090851161,0.3699210745445532,0.0,0.0808837065656695,21.54455065624707,17.650344109936295,0.2847433613608532,0.3022703338186196,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1049824768452151,23.44587934739523,18.48430729988976,0.3321400526223663,0.3458873539221086,4.0,0.0037031585537006,22.375130222456743,18.19082709049833,0.1801032929187833,0.160577274388016,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1932440713041621,20.32645867932829,16.13969689518952,0.4407817461833669,0.4197538651988199,2.0,0.0072212055165777,27.313422228217068,22.64803863123844,0.2252169434796982,0.2449697048265564,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2148434271865285,21.868167610301885,17.41034739730103,0.4817025528932152,0.4901561981608899,3.0,0.0846579682497007,22.44392298872777,18.30785473273782,0.2920627152014385,0.2040170217779957,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2452483445307768,19.65849281656041,15.928371393084523,0.5053022496819933,0.4979319830756288,1.0,-0.0907619305703875,29.434107610593703,23.2773109375,0.101175249568365,0.0944494449444944,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.177498186635774,22.95757557696994,18.94591585206592,0.5121731900325444,0.5270519511010076,3.0,-0.3032324270222357,24.941856656276123,21.523477067110832,0.1430542639147233,0.1155788663656062,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.159059038675473,23.887225940376144,18.92854447770216,0.4533789485045967,0.4382965753248198,0.0,-0.0007389672004975,20.1138276790248,16.390674308986842,0.1782278822147028,0.1364566223167,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2361780778441656,20.68864157411064,16.83075764687278,0.5117189408511449,0.4935168423616804,1.0,-0.0484922640914757,27.31754073470829,22.04389886738342,0.057994454104287,0.0379855465221318,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.184741930680648,21.86903568423148,17.560017464034548,0.4766082229010093,0.4548048506950782,2.0,0.0257090869485522,24.601886525504405,20.96041546338225,0.2636074268182505,0.2813177320037096,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2445970693014219,21.88846013656077,17.739619048879117,0.5200986713155887,0.5234784105897917,4.0,-0.0313351364138643,23.020131675224693,18.614317640416765,0.1868466219461803,0.2032370802543462,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0696296476066797,23.65494797317196,19.162715203382945,0.2993312762045318,0.290753171626093,1.0,-0.0760130815139212,24.170720709550817,19.995898232655986,0.0908343976921584,0.0726582747130692,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2394759058866318,21.48097072028073,16.999912099314262,0.5039445612116644,0.5291191840335249,3.0,-0.0857283385882958,24.634648047737013,19.435677866188875,0.0856157248607707,0.033415893539314,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0831669320803893,22.60804505109573,17.705136966564037,0.3242582337986722,0.323019205890055,4.0,-0.0068420428119067,26.36413437732209,21.49489576827649,0.2142963475248544,0.1958233288086386,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1016571128812179,22.846500450162257,17.998562236839614,0.3742176203086982,0.35546914444495,0.0,-0.1062098396756365,26.26629578564529,20.81540450414022,0.0283549649759956,0.0370284023775742,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1652562888519051,22.474555082915057,18.11165558032776,0.4410051315542272,0.4556615315073407,2.0,-0.0042357072148491,23.596416246544543,18.83857284288728,0.1985721502801934,0.2086142322097378,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2113267173649328,21.78692312463688,17.52579818578867,0.523027273718915,0.5196117690075428,1.0,-0.0145446896385059,24.16541312490569,19.520504202047984,0.1192075681126409,0.080236028214867,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2091934905033878,21.2964517386257,17.17717700767517,0.5116479464622938,0.5081066823739935,0.0,-0.0271511249980065,26.312900437673363,20.687860373446817,0.0442636199102403,0.0529053513706916,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0349371931935641,22.28071080282812,18.05234744981449,0.4568689115287986,0.4441187415121227,2.0,-0.0112577259006323,28.36772970708648,22.64691697582756,0.1083662040048654,0.1370318746055123,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0425157762337826,24.14326842978467,19.59205043109496,0.442497818474303,0.4236078825111758,3.0,-0.0021032796517779,23.55481361271681,18.715350289778275,0.0064525577199135,0.0227714010225562,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2718691001405662,19.993905790406004,15.94656573502059,0.5294014289357989,0.5313818411937983,4.0,0.0065077418363692,28.251129800206407,22.950502941425032,0.1656609995420286,0.16131993006993,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1517382135742239,24.02546111729832,19.44869831878064,0.3915913376225398,0.4092530624468499,3.0,-0.1565489596936369,20.88712383290249,16.718191618966582,0.1617295281799703,0.214846286682002,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1614547549369515,22.156642278305185,18.018838145459288,0.4137994609367006,0.4082078817888766,0.0,-0.2271938359052649,27.075816208002344,22.93965436867305,0.0195054993781697,0.0850018792496668,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0291633972670219,23.19359252304039,18.2878907685768,0.2051657556661886,0.2077735151993678,1.0,-0.0745377439340717,27.17757254701107,22.698475446514056,-0.0495548719530149,-0.0504041549220139,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0594410827947358,22.75833652534338,18.211411014826325,0.2515782561969536,0.2380472467644264,2.0,-0.1881020829429778,28.04309769592152,21.72897729807887,0.0036879882393012,0.0416275572988533,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2093391977812093,22.2810620292773,17.72466339167017,0.4604175749923477,0.4684514433248178,4.0,-0.1763787648075456,22.9705619840036,17.91145797171244,0.1630270127643879,0.1261203410970943,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3159729845845711,20.354927252641804,16.36327765389775,0.5731080616303187,0.5924322702185327,3.0,-0.2447979945967198,26.084858403899208,20.786730269528505,0.0235092246238625,-0.011525366019748,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3232170166352569,20.415723552016203,16.15157114986098,0.5808469554271445,0.5923426296010507,4.0,-0.1548922755267998,23.80745787195556,18.4939164136404,0.1510730134209971,0.1479786742789975,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3479877064504755,19.32689182578601,15.362962978239096,0.6040592205972458,0.5905271585428833,1.0,-0.0543538801393532,26.600943445220025,21.04420128061801,0.1507789788622061,0.2005136382042171,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2031388983533861,20.728679994470465,16.49569130586617,0.5056053526273602,0.4926825873389324,0.0,-0.0449739420104291,28.50207354266864,23.30298875280173,-0.017835158205171,0.0623819319088199,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1941078403259888,21.00129870766141,16.907436223750494,0.4904856115979305,0.5021695024125006,2.0,0.0043278204966108,27.286780128507747,22.73912287589832,0.2149287267997115,0.2169602549349384,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0199963027842788,24.78057176044926,19.985529604878664,0.0323959009666972,0.0372683892123321,4.0,-0.0729782840675057,24.873172171133422,19.86603255596357,-0.1250518537378416,-0.0583385384147525,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1862123953980462,22.03709650009012,17.36712799177137,0.4365898508216376,0.4315417923624943,0.0,-0.0622207983635541,24.15274131359532,20.13227939899151,0.1527430300094567,0.1394479774803584,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2251081694663383,20.857200008059262,16.606495695684064,0.4881130141097352,0.4620810825732579,1.0,-0.1620134558321861,26.233850756532632,20.20109066554478,0.1281596137760943,0.1493680006432567,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0261085212419347,25.203651810127383,20.011572619744065,0.1621054657980256,0.1732729443191605,2.0,-0.0626993869555727,21.383677108584628,17.91630381322169,-0.0444287080995625,-0.0221294080643897,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1772452010616761,23.601965962595184,18.973267979793413,0.4322590290184274,0.4300638227670893,3.0,-0.2664754418730293,18.930194718755608,15.323289515177413,0.1026821918217978,0.1493316809772505,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0692183683968021,22.931722890917097,18.00979179969201,0.3983741074812714,0.3784673100823605,1.0,-0.008615867811611,25.648645083825663,20.388001072034925,0.2467809408694466,0.2540977719765661,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.04306330536847,24.278594890533885,19.88643930802256,0.4511008098088834,0.4500517723926322,0.0,-0.0031976901093393,23.15330610623169,17.807956724062077,0.0823469353078235,0.0513139034878165,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2345245407884165,22.07299600976312,17.827432259130116,0.5091273244437349,0.517707546368985,3.0,-0.0064338518629831,21.85010142090337,18.003469943594425,0.2705893552132514,0.2292309359534732,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1605064915314852,23.602679372009057,19.103830192283347,0.4867580093624952,0.4839280556570963,4.0,0.0302831541935189,18.78196650144236,15.543462153590005,0.3414217636593643,0.362932213783669,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3008230447980691,20.279960232717407,16.206698269083343,0.5638918556420078,0.5725119726440778,2.0,-0.0470395459051378,25.34948663412756,20.521124008641102,0.138671960165654,0.1093513256132575,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1702108948241255,21.70677326432438,17.208599007322075,0.4135060433589796,0.4286984513386767,3.0,0.1102096320773481,25.0812759189492,20.03670135927872,0.3339983190191734,0.3292644075648565,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.037089370764147,23.29921141098457,18.86356425502844,0.2473992479314097,0.2585552592267165,4.0,-0.0231234832872486,27.10434807593364,22.1405609861562,0.0668092275431063,0.0691817572099262,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0702191928683483,23.298732159752834,19.139136640849863,0.2881664400499263,0.2923739757850094,1.0,-0.0216507554754261,25.357596912719803,20.420286278523182,0.0619983644544946,0.0434443615404397,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2507904390785251,20.980203764162376,16.531669181154484,0.5023561418672889,0.5232272108570628,0.0,-0.2016216156136994,27.43419911558065,23.119918281125347,0.0284397106327685,-0.0460265428130093,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0797003356615908,23.277836350480435,18.839733569764256,0.308378707181427,0.3285590521333846,2.0,0.0383705090385028,24.46421494945321,19.932655334472656,0.2063281290351201,0.1446021512638951,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.178729734840524,22.620915938374026,18.741183948182226,0.4589856116517975,0.4461333141187674,1.0,-0.1040268887636597,22.77195380723038,18.0800786364918,0.2350866609593576,0.2825308730051755,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0764887563320149,23.606169552397247,19.408724970231976,0.4597248858609094,0.4790937903694928,2.0,0.0465450415936501,23.13398642944364,18.51614116829885,0.2876234710661165,0.2527854861380431,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.18273732619025,21.59688736744212,17.42303564881442,0.4800478626400639,0.469021767374157,4.0,-0.0209538434595386,26.597671900405068,22.01764912350077,0.0792304601030804,0.0687458081824279,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1348400030650757,22.565624998807284,18.576770364326343,0.4741018705584677,0.4657750619017788,0.0,-0.0309446815757847,25.33543340344136,20.56653536084672,0.060360630217552,0.1322266934942991,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1264471805660656,23.26687175941801,18.86902752953245,0.4184477823873477,0.427052690579417,3.0,0.0259340272964548,21.60922082947636,17.669517381694956,0.2802740283973809,0.2890030935974602,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0945966487791617,22.91092880666232,18.51087776773018,0.3284611937887637,0.3454734759290307,1.0,0.0482708360706144,24.95877822256628,19.08715614211392,0.2577254303593108,0.2160965794768611,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1642668176934577,21.9687801901668,17.971620576825057,0.4358581768659894,0.4173255122875332,4.0,0.0236153080166938,25.542990902440287,20.61343715291628,0.1922009970687174,0.1166666666666666,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0196126419419216,23.663015733016167,18.75698877916838,0.173936958821306,0.157655604550156,3.0,-0.0230896947687135,26.59939763934297,20.35340508366974,0.0687469888359487,0.0514256491102001,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0310695361577023,22.995582045587604,18.175437325728566,0.1897634952761523,0.2045158064631293,2.0,-0.1144177717509513,28.94071738585204,23.018229853670363,0.0648629082347335,0.0179409792085848,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0221847189473554,23.913353667406355,18.854180268940173,0.1495262562110123,0.1647577787878322,0.0,0.0480271292552606,24.589815387878414,20.359491067805763,0.2788994112688731,0.2644533869885982,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1261303760248733,22.77136687028517,18.649746172453227,0.4637202564805288,0.4752242436214359,3.0,-0.0071894058776893,24.63855421038961,19.293297396377778,0.1161496586234053,0.1515115947618169,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0424668771972005,23.195247677108448,18.378428968998424,0.458691890610616,0.4957431527186768,2.0,-0.0708979890953034,27.426610832464807,21.409997870216905,0.0975616832066506,0.0816901408450704,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0278987388330179,24.07652594689327,19.360996120519804,0.4063562692890099,0.3727687258425346,4.0,-0.0257176936223613,24.099400247270616,19.215316067547864,0.1965429898355342,0.1985429120032215,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0057193980198748,24.30044931466211,19.937685324685614,0.3982619678431156,0.3874170859430751,0.0,-0.0732209790006201,25.186219126335413,21.02261165135344,0.2094368552415654,0.2369905851071305,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1162089856734707,22.89462829669077,18.44515197486208,0.4325111626578292,0.4204947674215921,1.0,0.0783487360205115,23.62462287134726,18.753447869529182,0.3278099942337805,0.3332997987927565,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0623544193119049,23.35101231496249,18.413884215505497,0.2759015789453867,0.2852140813040938,2.0,-0.1432306262211469,26.558350334853262,21.50639008213097,0.0585984051991809,0.1218162611885055,2.0
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random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0582709131319725,25.08964143343896,20.09723807351631,0.0248691571592671,0.0300870679520012,0.0,-0.1462459530792568,26.020536432439545,19.79829065027372,-0.0646936710394116,-0.0503353454057679,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0365900697931629,23.66026786611585,18.85008771314119,0.2134116781367114,0.2366904026477743,4.0,-0.0705833377269069,26.02148433624714,21.059572367063712,0.07162159383988,-0.0071763916834339,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0201707191623432,24.77314476463331,19.51562270930776,0.0946446523197453,0.076268944864994,3.0,-0.0469999935724867,24.271788684268245,19.22753946868467,0.1002380953584269,0.1072434607645875,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.049571483692489,23.68488725382976,19.42101400917455,0.4396702103007092,0.4296340071048296,0.0,-0.1280765996600279,25.863830385812868,22.26958721107161,0.1708441853113906,0.3061032863849765,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0641502941498698,23.40816592738293,18.811226129899943,0.4432731166670147,0.442933208437263,3.0,-0.0251735438451912,25.35746238486859,21.800752741853955,0.132420667093577,0.2250503018108651,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.028174773470963,24.38848250436948,19.844838496693395,0.4101608048015311,0.4036090475793033,2.0,-0.026098738545498,23.14128480884926,18.901107609708543,0.2356220382060811,0.2218011704062699,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1839802196505624,22.454956712387084,18.58597536428351,0.4661924811283455,0.4658512041108895,1.0,-0.0869896285483828,23.11692154056413,18.7272391703431,0.1770536215038905,0.1706922425633641,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0476632351171045,24.168148252111333,19.35039751501251,0.4279633313761628,0.4244559517271288,4.0,-0.0064496688051001,22.88768580860994,17.490081853732253,0.1710498784137399,0.1284372904091213,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.123393422365487,23.05628949568152,18.51529377532424,0.3548655929959605,0.3534164287065006,4.0,0.0146501428887566,22.662249306370832,17.68707059510997,0.2477397568598846,0.257645875251509,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0684472354331439,23.4419186792238,18.853722009491506,0.2623822772035927,0.2734270452294252,3.0,-0.0118382477395433,24.990153178833,19.614052580712546,0.0881904141875092,0.058836844710692,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.003190287259464,24.373048086885944,19.247316034417405,0.1116749618940963,0.1338464652758977,2.0,-0.0173452301795165,24.553340161836537,20.26579249637228,0.0392327566497188,0.0291079812206572,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1228565704943095,22.54525989842474,18.03463600239001,0.3711740931093936,0.3840149751073565,0.0,0.0392295000886783,25.178659599562287,20.29895414325553,0.2052617173109733,0.2012072434607645,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0454469520000564,25.19184100488674,20.35518934711657,0.0110238228393863,0.0277932105305356,1.0,-0.0239972051052126,23.697012438396467,19.65941843167157,0.0788996833490506,0.0354795439302481,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1285178863017414,23.362115262783444,18.906461385626542,0.4818489315365182,0.4850998700799007,1.0,-0.014153561711947,21.793761434075645,17.689997403856733,0.1050231367468789,0.0029846241557541,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0260491360939995,24.680495016312545,19.82875298804568,0.4045058654690932,0.4209647789899507,3.0,0.0065945866423139,21.49540559457739,16.897543229653802,0.2797124842733041,0.3182427900737759,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0281672546814633,24.576221221328787,19.46853812983998,0.4090515257723894,0.3815697528549515,4.0,0.0015826185696724,22.138234684544923,17.687723687400275,0.2284576181832082,0.222300469483568,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0420876602161602,24.220517592997023,19.492209423935204,0.4328107573604202,0.4408480622706583,2.0,0.0455185599439219,22.450735621255102,17.665295156559473,0.3914495142547504,0.3950033534540576,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0976981060747121,23.600859214838994,19.16132003677101,0.4207724956919957,0.420002970345659,0.0,0.0436844866259381,22.01582007579926,16.439507981421244,0.2488929645860517,0.2659333657879831,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1562756803362914,22.58610764313651,18.34897985786304,0.400386282855613,0.393496704950855,0.0,-0.0466294279626255,24.11623997297697,19.67246718823069,0.0749269864864692,0.0397384305835009,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0891342250927087,23.13328821705616,18.44033017770868,0.3104841488373769,0.3063543760052258,4.0,0.0747846595263576,23.97298750713821,18.6000991305499,0.2871621958935512,0.2083501006036217,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1749694540984698,20.98846824345313,16.845541569492273,0.427879974161752,0.4052249058582149,3.0,0.0791140879638229,27.49265630688838,22.015578841088523,0.3206261310578706,0.3629107981220657,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2024346274519661,22.314632198369345,17.933961502342896,0.4680536009653426,0.4753233911441427,1.0,0.0074013418333627,21.398337142548243,17.320213093287506,0.3172052247619389,0.3639701875562815,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0746799885544713,23.64434948542807,19.260986317952472,0.2774557218024548,0.2761380464736722,2.0,-0.0592689961525054,24.242063181212245,19.53488486706372,0.0814043480490468,0.1264252179745137,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.113519594161248,23.64060727174367,19.63327693845515,0.4655338422687731,0.4610570413982843,0.0,0.0092662766999835,21.13446962327557,17.725989364838938,0.403877080748402,0.4238095238095237,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2079632233896686,22.234054819618542,17.760633661638227,0.4773748667538039,0.4913608540499917,1.0,0.0361109833090224,21.49893539423429,17.553823502231648,0.2211201387275777,0.1937625754527162,1.0
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random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2204239795590998,22.04922795503937,17.633729073507745,0.4921130641252281,0.5165550108771675,1.0,-0.0122067941268397,22.01276480024126,17.05405497376348,0.2006461005387967,0.2462105969148222,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1574741565128976,22.34253664509,18.196364358734662,0.4727397776338951,0.4554615349326712,0.0,0.0664472741816363,23.82486379880638,18.924999797982228,0.2660485556383681,0.2616722138942889,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.07182152279667,24.38332869232897,19.28573546747576,0.2806024139937184,0.300041665181773,0.0,-0.0325242816379309,19.94056240954369,16.159333319865482,0.1862059772184991,0.1739283528595065,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0134737495581516,24.50111538251189,19.75936274049993,0.0497894500220915,0.0787341144184594,2.0,-0.0836935728853995,25.656552113507924,21.18347971311757,-0.137305834745793,-0.1153923541247484,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0011857056183522,24.805901448991914,19.650508632191443,0.1163481641567408,0.1406935158877346,1.0,0.0824678584656765,21.694838093212088,17.809080101335546,0.3166189697569306,0.2605969148222669,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0820452104662327,23.08067043825732,18.259336581313818,0.2947688711774858,0.2887909746066419,3.0,-0.0355886134004155,25.925670950287945,20.19254801145742,0.1099201296665348,0.1297451374916163,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1532178263639447,22.512310335855265,17.90282343091463,0.3956062761116617,0.3766469580969845,4.0,0.0093719278064182,24.04152114337248,19.71928275847099,0.16973595826288,0.2292085848423876,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1926143660179188,22.473237580267284,18.12415802671198,0.4848750788678013,0.4874291626840035,4.0,0.1119584294205474,20.521229810060216,15.78613633706536,0.3357525609703565,0.4203890006706908,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2311845050810949,21.386220690980885,17.097722325375205,0.5123631945044139,0.4918636237988937,0.0,-0.00955557443992,24.57679108349545,19.43678149585992,0.1521584684625382,0.2098273795125677,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1171201269915296,22.37158674819861,17.558311430813973,0.4428334612413466,0.446415833967731,1.0,0.0290442286018803,26.23941170361242,21.02749989899112,0.2003442417531685,0.2285043594902749,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1440020990749259,22.71317540162209,18.02893508054499,0.4904980354635355,0.484846505560591,2.0,-0.0160706135888506,23.453992972610067,18.52959610845001,0.1974644598264167,0.2226358148893359,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0437783810889883,24.44664042978812,19.91734752454256,0.4249766545770695,0.412793585711821,3.0,-0.0050716673911213,21.884119104874124,16.905054624315717,0.0171706858357596,0.0663821795980706,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.102865502851562,21.96635850428285,17.437338461324476,0.3624605813642089,0.335951912864139,2.0,-0.2645772665569699,33.153792415850795,26.59870839149722,-0.4010739019605787,-0.3705018760544937,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0071974164236292,25.75817916686033,21.1295066111638,0.1484134360662979,0.1383128385850251,1.0,-0.3221847910761537,21.16001428400633,17.93939575036367,0.2173498171358776,0.1498038178380081,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0045159230885908,25.180254769498635,20.653920784844296,0.0796587845449608,0.0638360298879953,4.0,-0.0232708752638897,21.672650802444803,16.628362902264264,0.0189091194717118,-0.0317469302656028,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0037710655408499,24.407558115790472,19.223556258327275,0.1643538562485506,0.115891338397286,0.0,-0.0983166354655773,24.81372722864583,19.593276234840857,0.0131147526993285,0.029697541569511,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0026504157043107,24.70652001451571,20.280174218560006,0.0924491791569936,0.0891641440313759,3.0,-0.0354079078681219,23.80616125221036,18.84499211320973,-0.102792794534354,-0.0653927025355596,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0090752154805869,25.452047836358904,20.722643298122723,0.1474155063233198,0.1746975363486686,0.0,-0.0731900213532348,21.720531248632327,18.007062398669785,0.1333275632682414,0.1219413082634099,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1076227595464701,22.058747095954384,17.35758463680744,0.3965216384070144,0.3575302893347029,1.0,-0.1375388159254578,28.550985452431533,23.1727126991272,-0.2741485424596038,-0.2329146889612228,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0053995434068891,25.224545533547712,20.23947134680781,0.0982832066899346,0.120216637648369,2.0,-0.1841292279082869,21.367005736353725,18.69377345523319,-0.0711353202553684,-0.1378324743945947,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0085833027456251,24.83301760393925,19.89640650508089,0.1033225717361842,0.131693512050037,3.0,0.0059676908148975,22.65641618314616,18.80610543890314,0.2018225399520545,0.2416646095363253,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0182455333068292,24.57358493300197,19.95911373472032,0.2376002434900595,0.2688641944891866,4.0,-0.0387905675332123,23.589953796035243,19.59808948475828,0.1057039078735401,0.021992860526773,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0122003060500783,25.27310303123443,20.58919937133789,0.1935620798054896,0.2285324340619957,1.0,-0.1165038161863423,20.3455374989531,16.71812727661133,0.3416374422507519,0.3057916485969847,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0108989360385667,24.242681986935416,19.50922381794536,0.2067756925271034,0.2049043414252032,0.0,-0.0864840228543448,24.61910939869593,18.41993144444057,0.2067061877402404,0.2135089975499209,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0036404660101544,25.589823887181577,20.69910967584866,0.0868857057972603,0.0694640086805497,2.0,-0.0091079792622827,20.17278526392583,16.6141497854753,0.2551066134043898,0.2372681363313138,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0029078306063153,25.30122886127459,20.55963231090413,0.1040502230323195,0.0541145462262737,3.0,-0.0024232776926369,21.709795991176744,17.0487412663096,-0.0229542938697877,-0.003787094292751,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0189682011044236,22.08262846933831,17.517284307328485,0.2675663009300978,0.2486248290762816,4.0,-0.0520054854696243,29.100518537091308,23.54752538534312,0.1114759137989178,0.1061239731142644,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0052148314072232,24.37801427228609,19.66391650563365,0.0782625591520815,0.1684730706309889,4.0,-0.0189874176198145,24.226949032920164,19.77601548079605,0.1576966758538954,0.0903889567970088,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0214450868331015,23.8369745903782,19.1973768974753,0.2635049002668322,0.256869215198846,3.0,-0.0674669783010912,25.42727470356593,21.082988233404645,-0.1569749367559738,-0.0589296540041473,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0026218327750935,23.74767203414591,19.12492532681552,-0.0133908175946273,0.066450534996593,2.0,0.004693467522523,26.47895490277793,21.10493335111641,0.2000674791077556,0.152326966618093,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0065455325191715,25.400402065122726,20.502103897156005,0.1127256935313662,0.1241108379970117,1.0,-0.0269984798462332,21.75969507969277,16.633852328006355,0.0925868402771323,0.1437143346984006,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0120498754895524,24.86009098410163,20.03295399596725,0.1532942464662285,0.1814676519658744,0.0,0.0093779958686935,22.07830617867851,17.962095220565796,0.2087064370986573,0.1923347398030942,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0420299931871868,23.106956767552983,18.428225777313,0.2719031408431093,0.2515049669582445,1.0,-0.0932279488671767,27.334422736654005,21.921890757134623,-0.4087498143417591,-0.3390745222699852,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0033758586484954,25.260528736846595,20.743410826948352,0.1231754449228765,0.1298396041063271,4.0,-0.090900694573633,21.99314151690839,17.627294692993164,0.0261955884117503,-0.0350826648670085,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0062963005830104,23.66206676205395,18.98941042049911,0.2614610718865392,0.2369976993264501,3.0,-0.0094923316894273,26.180832503284115,21.17238243414432,-0.2922048130525196,-0.2270400193816983,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0039172462986124,24.211468601449127,19.136920417269373,0.1132186068067538,0.0849093942000124,2.0,-0.042766301938276,24.99130344545256,20.16158365037706,0.0463855025901303,0.0726762372024227,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0008138135675679,24.99717998142781,19.797818482931188,0.0315376038977956,-0.0164097879339845,0.0,-0.0572808680786269,22.79465001113041,18.575102393332493,-0.256701511313356,-0.2573129780112597,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0004808224498987,24.73942998167031,19.667433845802588,0.0559590835589472,0.0658025274874884,1.0,-0.0149419794844725,23.330444761213297,18.390231956659363,0.2645890676088943,0.273127379253849,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0004772036147497,24.83891907189986,20.136354978779583,0.071631506702837,0.0918696414903194,0.0,-0.1051696662252037,23.539962063641752,19.917208070642808,0.1153782052061085,0.0794215360562829,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0591937600922615,23.78828793823892,19.794551441031444,0.3665222610265478,0.3506261808587321,4.0,-0.0117848774394622,23.7504005521406,18.2875524881151,0.0033554538353078,0.0010611614894848,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0019704977350675,25.58230997955613,20.443298401703707,0.0760669143053609,0.094489706338976,2.0,-0.1279496232552912,21.06510895627393,18.01799941701988,-0.0461561214699189,-0.0582004668147626,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0026985272834478,24.038370927583287,19.19727449719659,0.0609104418209305,0.0782251053070217,3.0,0.0103692997963392,25.592435809347364,20.698189533118047,0.3148516401232552,0.3388234803677456,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0126715857052144,24.290078784005328,19.18252150597851,0.2189405569752137,0.2105524587248828,0.0,-0.1269596245694906,24.609476371421785,19.645743185190057,0.0637976660317015,0.0987991564652124,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0017630802920727,24.581273589785205,20.049405720269498,0.1369953199024499,0.091978064213306,1.0,-0.0222239073257877,23.94031279246548,19.15349633997137,0.0568809860427211,0.0390792856891268,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0029415315909454,24.89220148599177,20.272317879365914,0.1044995558813658,0.1524573727080228,2.0,-0.0442978434997716,22.666052567216408,17.88637732632189,0.1808725872869242,0.1442634650098652,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0120297758574481,24.31020119755752,18.99272476586112,-0.0901465967315874,-0.1143674511575925,3.0,-0.0035717993843518,25.22643436441729,21.016245991776632,-0.0090598654747138,0.0340228233764505,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0149394243361131,23.184160903441462,18.675184286017167,0.18940262861952,0.1543170400937711,4.0,-0.1088083277841764,27.82586798368064,21.386698286268448,-0.1646729504969466,-0.1793157946786245,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0018274410614171,25.03843711361267,20.24412968852131,0.0331448591166383,0.0751000807628371,4.0,0.0096596140700269,22.51110401691208,17.93749628993443,0.2910397055195248,0.2411258552767986,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.003473762749713,23.770637881254427,19.02007990819502,0.002590050369332,0.0289888234590206,3.0,-0.0161267999770839,26.593083268457885,20.66394541302849,0.1372218500950382,0.1320695720148524,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1586136253125024,21.764864423924912,17.509936360394512,0.4382879584960337,0.4334302102273084,2.0,-0.1168072427474757,27.917513041060435,21.720365844549143,-0.0312977043844053,-0.0586914477097976,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0002937399281821,24.22326394810153,19.813385911473688,0.0721517202660554,0.1012868697883504,1.0,-0.018932949219391,25.013465070741777,19.98906483912206,0.1303762178734247,0.1109496374815191,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.134481673415461,20.892961405820905,16.585063293401944,0.4485832973234831,0.4347374645126593,0.0,-0.106222592070392,31.630804939550664,25.863441276067423,-0.0144553092622422,-0.0297348450276016,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0361448473843148,23.383515655514344,18.77643666900857,0.3367764878530503,0.3616045515985123,1.0,-0.0040185569779653,26.20112840578456,20.913216482022914,0.0217516368147657,0.0325965107040628,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0091332520394749,24.403416192575744,19.76373446480593,0.2410379082194925,0.2484373183886211,4.0,-0.0501183292498359,23.894666646747247,19.377095686055853,0.2999637457695092,0.2285797779076563,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0070622071207047,24.62191593532574,19.985681284415623,0.2224893105143715,0.1960755515084059,2.0,-0.0015946116232374,23.65297277550137,18.57736933562716,0.1311766913927362,0.1602630939840557,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0009669129708123,24.21423278462668,18.88404517987709,0.2459855509613113,0.2179658332891841,0.0,-0.0178998053426782,25.238108932127645,20.84232525377389,0.1541130583878855,0.0925248602851665,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0139385306865994,24.670029466167414,19.89244092487839,0.2347980633467128,0.2225452857153943,3.0,-0.0043837297652558,23.11595346761157,18.65356181721112,-0.0004376198337911,-0.0156077051104256,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0852322534904341,24.165503966880618,19.62639363719799,0.4396573628488057,0.4592244515049181,0.0,0.0750947854828261,20.646000623493293,16.15318942047829,0.3438144705446423,0.3536615280267591,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0100864734635502,24.521781617314176,19.34274965742944,0.342096460039354,0.3281096355733287,1.0,-0.0349047108839579,23.748102975430307,18.83161808013916,-0.0256108059448626,-0.016785645379124,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0069693672456168,24.31206417058499,19.60322476596906,0.1408373870022451,0.1456614788276977,2.0,-0.004409887119626,24.28295672787453,19.25301146517095,0.1362728496500402,0.1057490006311803,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0070045955496972,24.48510507765059,19.422798451058007,0.1696803027953995,0.1794437683714543,3.0,-0.0034128357788858,24.01231284644287,19.33435999601791,0.0510264241540305,0.0415642752612032,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0014721360158369,25.491474986098865,20.27657378412977,0.1028068067115557,0.1707094983967189,4.0,-0.0870399624538256,20.46910054841988,17.30917925779847,0.0274230054524469,0.033052353398192,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0045739104802278,24.52523752118568,19.770843654179075,0.2143620476519326,0.1789514451549972,1.0,0.0083996807618846,23.53910811001272,18.1359682006836,0.2749732049268732,0.2524538535561192,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0001543124972542,24.41886143966299,19.228506475657543,0.2556681992420638,0.2224630646720036,3.0,0.0070636424948068,24.20452740317667,20.099770417931964,0.4128767917928229,0.3582959883482211,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1528540287409361,21.41277044589882,16.7253246495864,0.4649402904702294,0.4448529817526044,2.0,-0.1029297364926211,28.226378156086163,22.639562748068634,-0.0898103466253639,-0.0588702937401847,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0177320463644944,23.7914002517692,19.170334501342776,0.3118975098931543,0.3288908891367487,0.0,0.0023199820974025,25.29176600126357,20.315837922006285,0.0539801468988175,0.0810791747487215,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0070210710254261,24.416754010360496,19.61205111234805,0.260264109438016,0.2268900801142127,4.0,-0.0122275088239205,24.16398906731388,19.11614045919832,-0.0172790748841056,0.0021828390715162,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0079073279881383,23.84538457035041,19.127740007849305,0.1404960800213345,0.1355511139516285,1.0,-0.0868616905052581,25.953144651968643,20.26645896185012,0.0488455903393313,0.1147115253205207,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0092557537260243,23.8919536380708,19.0504655714596,0.1770128859379902,0.1935466654581556,4.0,-0.0142648051720151,25.53733909378558,20.63307558150518,0.1664979044388311,0.1973888700484442,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0005397869187592,25.65532944059394,20.42935518900553,0.0566793065349429,0.0885744510893866,3.0,-0.1340016660482337,21.285575136817577,18.321026483682488,0.0003726774132556,-0.0479784912974462,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0084082980117546,23.19839365532778,18.448096496818604,0.2438411945622124,0.2056475999115869,2.0,-0.0333026946013046,27.44637372898145,23.54474895710848,-0.339713170374981,-0.2453131525019078,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0028617767465517,24.25138363509512,19.4655237765842,0.0745178133446236,0.1406699871451648,0.0,-0.0042442565297167,24.70960658478136,19.57275607441747,0.1933049144076464,0.1646696982921371,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0074363272080688,24.17541783007879,19.052115769159222,0.2627836495534253,0.2296594108884923,0.0,0.0029246657144177,24.78009721883995,20.90020576201289,0.1337951086426747,0.0704319215823557,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0029916013070296,23.801313732558853,18.843464666797267,0.3276392693610637,0.2719487892399396,4.0,-0.172199485281026,26.731466971832266,20.30240881036829,-0.0336888372173533,-0.0541506099571242,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0084821595980616,23.5355624764556,18.916876604173066,0.2875039337481918,0.2186363703708651,3.0,-0.0179522190364851,26.59900003119509,20.96739812100872,0.1411968254585139,0.141820487831076,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0126769269895797,24.926072660792823,20.35283033740613,0.2389556130078408,0.2146935666734563,2.0,0.0073395638084846,22.43107316239162,17.499031245951752,0.1530182754794837,0.148589243761454,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1394044306165485,22.185024649396947,17.484391915707192,0.4469174942964378,0.4645808085823997,1.0,-0.016041766540418,25.909608585568577,20.75778547814552,0.0970219343889725,0.1551782682512733,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1731148729952681,23.36973490168739,18.88156759474013,0.4798005711778048,0.4860974993393585,1.0,0.0738055091812689,18.63952409268688,15.124094014722244,0.3476229296924882,0.3333836501721779,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1249389269486267,23.383608605750364,18.851276750740528,0.4360208395222632,0.4526720002413076,4.0,0.0808655439019175,21.422233577514948,17.352560455322262,0.337870882936944,0.3439939808057599,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0244311691373357,23.67234165321893,18.785977484843983,0.2964575053167652,0.3032368694496697,0.0,-0.1122173764321889,26.604659901135363,20.790772784893328,0.1694111298848114,0.2243250035645665,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0001492736191919,25.194393339174816,20.45783749314605,0.0168416075064053,0.0555766663582843,2.0,0.0162383448501381,22.389410592216333,17.76933000973293,0.343179512272087,0.3708792558163884,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1817814339823293,22.12639234205104,17.87802553738796,0.5270255195164011,0.5437172453940868,3.0,0.0167464954965655,24.0063265010429,19.004623889425527,0.1551080281797525,0.1713409834710654,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0207229894529176,23.7187574621754,18.992696295166017,0.3194287468241766,0.291713563453118,0.0,-0.0869116274594592,25.48000308257696,20.13247320786962,-0.0633787233986445,-0.0565636107607174,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1527422886103066,22.11619742643264,17.862986417654167,0.4298493366813246,0.4329182318333012,1.0,-0.1350174172344511,25.672725781771668,19.31292089883384,0.023808771241518,0.0504761716989429,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0220365894893299,23.649793249110168,19.32692576969602,0.3234572229374545,0.2918653874662547,3.0,-0.057699670560001,25.261147124230654,19.28992392210834,0.0507593080088687,0.0541413855774592,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.00518350845362,24.78738357207512,20.09585747539133,0.1984434894993569,0.1907948424771675,4.0,-0.2677554636977126,23.47519027599878,19.82731321144104,0.2851461502157601,0.2592358180965776,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0053440020277657,23.0665485875293,18.50061972101385,0.3061651021757026,0.2950597898646146,2.0,-0.0851090522250952,28.26412957949904,22.51589246019905,0.2845788315239557,0.2961076796448899,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0048925036748294,23.096916170402032,17.96098420087029,0.1908015133560864,0.1690212452142735,0.0,-0.0561897637166521,27.74148822104533,22.858930945065943,-0.061794490667516,-0.0029877867664267,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0098570361815724,23.75661994525252,19.11739948321821,0.2756465426222579,0.2774290834473794,1.0,-0.0293760720274907,25.472151202588822,20.58010679415571,-0.2362697382530013,-0.1320504056441939,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0151816851576375,23.490195124751548,18.911420708144497,0.3135528335075334,0.2988127569404318,2.0,-0.0354289384706658,26.63759431248605,21.95027311659351,-0.3030089664818834,-0.1832999112436476,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0050373407793354,24.13916514907828,19.22303863910992,0.1661880500776137,0.1632374904881176,3.0,-0.0441276929182485,25.2161856638539,20.01790696928773,0.1378840550819896,0.2203653890789942,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0050489783204022,24.701134198651143,19.85734080625384,0.1275360406873045,0.1496494592984418,4.0,-0.0032814922164297,23.332136082838847,18.819998693573343,-0.0823395601453305,-0.0757837570997586,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.005957682401892,24.87686760849059,20.16844642927557,0.2234413813683301,0.2283093726759662,2.0,-0.0485924287607761,21.78142360902284,17.258708249605622,0.3638091842864193,0.3266171328671328,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0021894370241954,24.10932563557181,19.29759624145508,-0.0912542921562041,-0.1091504161479699,3.0,-0.0144317574069328,25.23824886697599,20.24831125223412,-0.2701227228387013,-0.2781836319335602,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0055411446355042,23.69121943081672,19.09240978353164,0.2225516838640222,0.1855304502249282,1.0,-0.0543959564896427,26.580205097090182,20.38179663703556,-0.015094484342064,-0.008484357598461,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0044419131486767,25.03392917034808,20.055031983431647,0.1577346933106213,0.1413342433205263,4.0,-0.0255125529864228,21.913477677666645,17.48198747362409,0.2919776702074328,0.2492874824750099,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0081723786026106,24.419639800760788,19.545675363942586,0.2278599642084824,0.2079537205679894,0.0,-0.0006678314744508,24.063592037690093,19.5338609024851,0.0287974436108687,-0.018309134620544,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0103919530922889,24.962463226377697,20.029537143572,0.1818605753006197,0.1862738382985517,4.0,-0.0088884881392103,21.49875519369084,17.903421818501243,0.2991233628905582,0.2463235838578304,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0081185349084249,23.57060670726996,18.942222574328287,0.1839094279957085,0.2090307255232957,3.0,-0.0062142818100787,26.454460576598883,21.497996914771296,-0.1070263943821488,-0.0967443526006385,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1019294664000155,23.84583042677352,19.13191338024551,0.4358209183108135,0.4513875691488686,1.0,0.0561465361686776,20.730968124003457,16.240436737843044,0.2849385135330757,0.350284843548546,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1324786809084431,22.411523478970057,17.712716673931098,0.4305146647661151,0.4310634388113487,0.0,0.0539325568668083,24.550661309212423,20.28947186409159,0.2550897043923981,0.2684174403063251,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0031366055336299,24.644166569931222,19.951333859312765,0.1415925062766139,0.1581328868010348,2.0,-0.056358787939343,23.61390565876889,18.82403611438109,0.0040575776891641,0.0501166281790947,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0840430683536157,22.828219442704977,18.268011556840595,0.3478949439183788,0.3168204489594664,3.0,-0.0740405815282498,25.78750484344239,20.236141950819228,0.0214038495581504,0.0519854791938153,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0196819087777239,23.85917596261515,18.875514656932083,0.2977124619480912,0.304845219451147,4.0,-0.0027975438572576,25.656915944050034,21.222707798884468,0.2261856240473332,0.237805944055944,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0050060397248054,24.257930954258057,19.36396301733677,0.1578180516079063,0.1418497705618419,1.0,-0.0053249074410015,24.630678347729614,19.99200628465222,0.0426022525177936,0.0296622339948072,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0057515054313481,22.614587526040047,17.905388425091118,0.3115879946922483,0.306128994816519,0.0,-0.0805480705827497,28.71327808194356,22.74620054058,0.0708048358467167,0.0620919929547492,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.001356200721585,23.59743532961048,18.814625548095705,0.1140261256846085,0.0952597093148338,2.0,-0.0406098312415641,26.54141088064271,22.82275845941508,0.2201812047953547,0.2004342919353948,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0036991299789281,24.641844122209086,19.35942632466337,0.1097171667032239,0.1286796082863104,1.0,0.0001171378998142,23.42830438701303,19.801170920395275,0.0511701055053284,0.1136277060113666,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0067110301981392,25.673153478939373,20.88553708623667,-0.0513771532726354,-0.0153040762269231,4.0,0.001786084806011,21.55427938134439,17.425908163615635,0.0692528839937425,0.0796547298467875,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0078550103878686,22.630485943824105,17.911541883307937,0.1732660369322994,0.1940763849703505,2.0,-0.0131468371982095,29.418886780512885,24.28847552012249,0.0038967908575704,0.0370051635111876,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0033473057254911,24.777348534773587,19.95343973629717,-0.0057499369028688,0.0770591942772833,3.0,-0.1068401485762642,23.71064567242832,20.29543654632568,-0.0160850545348835,0.0171941935902717,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0031960064990312,23.45714662767099,18.858596200219992,0.0909347342669167,0.1504067725986428,0.0,-0.0567369490853539,27.65639712790268,21.19490479481372,-0.0305129545820916,-0.0514362220058422,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0142434278588412,24.6340001093183,19.87763903593041,0.2137879798960215,0.2277871656508263,4.0,0.0071561310415191,22.9919099776794,18.025924594923,0.1706425481434326,0.1834767077349274,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0064154205606181,24.681521170458097,19.695268337381293,0.1272607094744547,0.1741021011830854,3.0,0.0108499306004076,22.63838649567308,18.089246141838306,0.2495599553569866,0.2605364784469262,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0193615752564212,23.850441797498377,18.93391040584019,0.1775478150027323,0.2292144192151586,2.0,0.0031789232364235,25.41552792106703,20.81130070334987,0.1385451759170313,0.1180587833219412,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0677796479497888,22.10096307478131,17.9168174720533,0.2949318553049499,0.2771706042275823,1.0,-0.1013472313813854,29.0992822844732,22.54752755704133,-0.0014277133043499,-0.0004161336559653,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.067671652014412,22.07998069076725,17.805384521194288,0.2894968199166346,0.2854593267964539,0.0,-0.0933923601571096,29.279795842926788,22.94859382383285,0.0111403356755344,0.0039091641550535,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0275483171717605,23.325754804988883,18.57597158175796,0.2645418182073427,0.2401095355805475,3.0,-0.0454735114717073,26.96224420816056,22.12797623721036,-0.351202111190262,-0.2481244056214998,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0842792371358071,22.115387172213808,17.820539173461402,0.3658609007125183,0.3832010857575807,4.0,-0.0321272549566884,27.274595851443884,21.59628532605294,-0.0462342853811508,-0.0159825862492342,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0025921676687699,24.58299267256086,19.358570624009623,-0.0046306124760418,0.0125575638300434,2.0,-0.1319611039526846,24.254213880689267,19.29368696275648,0.1468414326790743,0.1493868450390189,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1781750125801092,20.82555832164058,16.39241856298139,0.5363984665138151,0.5153455489836474,1.0,-0.1013975437925831,28.76472850997011,23.084176442181622,-0.0775467706710777,-0.0618481566783616,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2415828486021712,21.433926352480345,17.350672495870878,0.6004257541458463,0.5594959981430297,0.0,-0.008588542120282,23.852703212211964,19.01141575854757,0.1684577516665135,0.1767797419971333,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1418016905795391,21.26711024921753,17.03818374864983,0.3938217190727779,0.3828828094378325,2.0,-0.1765021396514654,30.32049787365425,24.16487198290617,-0.1244617201676928,-0.0677835488494675,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0125376506121823,25.661467367310813,20.224270437347023,-0.006415078611402,-0.0608756306080583,3.0,-0.0642595846589573,22.824765613544017,17.806628327408458,-0.2374236624995577,-0.2282771674476515,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1654051720730665,22.75011580958813,18.337568152452302,0.4347689699488525,0.4522272293701638,1.0,-0.0195798247186467,22.723683145845083,18.507180748434628,0.1904876230963043,0.1168458080906781,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0101178760783779,25.139062710199816,20.383982910401368,0.3021666287055661,0.2529986420511002,0.0,7.726358254289689e-05,22.261143647299107,17.4337000994816,0.015385704068091,0.0682323033180187,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.019018060472276,24.729572531005893,20.212645212173463,0.2064516826849087,0.2125165530434877,4.0,0.0069374836384035,23.056652870687188,17.397244682312014,0.1832632299135892,0.1094760312151616,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0186280177980625,24.23284759160451,19.411361962936343,0.1645328057644099,0.2147735398787703,2.0,0.0003291225517778,24.12819052607556,19.180790412131323,0.1286497198386982,0.1033371779766678,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.034735191661862,23.12666981777032,18.72329203433678,0.351835221688919,0.3339557810191356,0.0,-0.0507060780727095,26.75091522724088,21.76370755876814,-0.2784473705707945,-0.1986537738750128,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2363803851070153,21.400910913312607,17.008901374199812,0.5275174988473816,0.520288214323086,1.0,0.0897304083422689,22.98389663562271,18.97434828894479,0.3179012535668192,0.2943752310033362,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0059062701175005,24.879597439550817,20.201101394541123,0.0778578367077993,0.1516491432494129,3.0,-0.0014547477407784,22.400888167649345,17.185193018232074,0.0674271844091497,0.031365958115002,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0156965510897452,23.38515363156214,18.910840478927373,0.2167381926093373,0.2332165095530991,4.0,-0.0295479953299213,26.593780128185667,21.36157923038189,-0.2528618771076961,-0.1253707457590953,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1302750979730831,21.4428658112334,16.965123091358247,0.3746242016889242,0.3409287497047238,1.0,-0.3565151438053804,35.30470777113298,28.90341035561484,-0.4042740308359835,-0.4206768905341089,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0230154479519376,24.51840124045509,19.59288824842963,0.2189410225719736,0.2516201243844536,2.0,-0.073020800731236,23.016541310964005,19.46806550910674,0.1135729244090714,0.1033972482031693,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0019732308756705,25.48324200657854,20.47964553288051,0.0968445347389554,0.0919645858301848,3.0,-0.0190905980931177,21.798179226989056,18.62668908192561,0.1987428865760881,0.2506154695652852,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0436299196114847,24.65921141581626,20.05809466450631,0.3063787456919696,0.3032017919099805,0.0,0.0389409360241548,21.280099908609422,16.91158026158125,0.3139254239665195,0.3048617123195797,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.005176029928426,24.833586753976395,20.206432719104697,0.132070793760687,0.162739927958876,4.0,0.0108643366504693,22.782574697613764,17.782004622574693,0.2841475674604812,0.2002954303863239,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0730066959923829,24.00312168859985,19.26441701022061,0.4088890690071115,0.4008708735739945,1.0,-0.1064933264001013,23.04320994291882,19.6635704289312,0.1708234281649018,0.089353831929598,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0035405265058263,25.14449802063482,20.045003750760788,0.1014843137649809,0.1505757509201606,0.0,0.0162177042187755,20.83626060870265,16.666043281555176,0.1763562247561978,0.1333204707698244,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0053726394761627,25.035767570379548,20.419068421686152,0.1138038687262794,0.1386216817955948,3.0,0.0016357008505399,20.889808279444622,16.267183212059134,0.1706177615853877,0.0305078553160394,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0105817804538743,24.84009216186952,19.9391641967323,0.1320783999498788,0.1332948652668573,4.0,-0.0270363658315928,22.72190166301839,18.944024405086743,-0.0361753274604096,-0.047723741684335,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0003206708294047,24.513947253926183,19.95846323206805,0.0492550281252033,0.086733140280399,2.0,-0.0117521795249013,24.105595423518533,19.30522632217407,0.0896675798781646,0.0549695264885138,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0037285912057061,23.815731570928826,19.085892168527625,0.131720336205851,0.0997987949461948,0.0,-0.0212999427750759,25.626416259036265,20.751772479476216,0.194928319377988,0.1829340870077564,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0135424009936713,24.74460799111916,19.89491265416145,-0.0915910364668678,-0.1445680366718118,4.0,-0.0441375488578155,24.42211268889337,18.287466651916503,-0.2840250661926805,-0.2443084308430843,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.007258747140374,24.88633909063892,20.00989898983197,-0.0953672486614022,-0.1398832382797313,2.0,-0.0210191741482823,23.648265407870632,18.10521435783905,-0.3045997434472262,-0.3194438342924922,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0002148429299284,25.223329349299423,20.674090119586488,0.0206265950727377,-0.0101346311113172,1.0,-0.0011414803456752,22.06749115810296,16.649149018907057,0.001501281783581,0.0218941388799668,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0077537691699107,25.417540810967587,20.5310007323121,-0.1265518743927503,-0.1563705962577847,3.0,-0.1310087596260476,20.65900235469436,16.65740233983749,-0.1367179707931919,-0.1373942513183019,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0137513760459797,24.669837508164,19.665477355596582,0.1838904418534229,0.2330362527200874,1.0,-0.0028725851872615,23.226002798270923,19.155704745124368,0.0774815323327733,0.0980209216866108,1.0
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nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.005412819760265,24.274845494654368,19.848775539260977,0.3682433441387457,0.3776715934402032,0.0,-0.0083021030093641,24.68655247137056,18.97961586976664,-0.0714772202307095,-0.0717889705231477,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0054117449622681,23.180838586176108,18.815396070948182,-0.0278540361667806,-0.0211748520460748,4.0,-0.042503713505563,28.16962639775281,23.52160475510817,-0.3009872397171295,-0.2058448797579232,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0039426544514213,25.380229302550976,20.479651693668004,-0.0050128590925122,0.0434968560150968,3.0,-0.205073737907329,22.46313352075151,19.52148723895733,0.1364459761247659,0.0785080367422879,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0045457356135066,23.35448172245784,18.60721295534909,0.0873222022726243,0.1885915219659769,2.0,-0.1739900187765313,27.973427099207,21.45078059552664,0.0978400008529693,0.1637849155437706,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0085892055764732,24.40559779594249,19.48650272623698,0.1418158548471429,0.245465395016581,1.0,0.023326645637423,23.649725982860563,18.8103803134972,0.3234096481876122,0.2235412474849094,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0026255075795953,25.34768779846176,20.36342495134485,0.0619725273450111,0.1518423503470931,0.0,0.0141430777556854,21.8608946183405,17.45648670301525,0.1970744538271585,0.1767217512787415,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0017360007624619,22.50654772385193,18.14672298322405,0.2667223124749696,0.2362033107200295,0.0,0.000452642357745,27.96090509548025,22.845901854918893,0.1741860296515993,0.143511195839227,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0465814457581381,22.91158507351924,18.12564870968671,0.3499055674226651,0.3772663716524155,3.0,-0.0407244806039417,28.36439679462352,23.027161733839247,-0.186665113652405,-0.1252170557592128,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0041777650144083,25.629703882201994,20.78073587225389,0.0268256276247789,0.0256379080898124,2.0,-0.176065337688158,21.89920312615685,18.86499988789461,0.1738562259827683,0.1435019891899001,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0027499267459867,25.42694346810478,20.85989466349284,0.0213443043407619,0.0211418741872385,4.0,-0.0110577341629851,22.038375150273684,17.540916863557335,0.1082792362717099,0.1130899900076412,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0409209528922009,24.38047217084709,19.470135296653297,0.2667601100972321,0.3069257586522407,1.0,-0.2627271829536741,22.97245219716574,19.95268395015172,-0.0025834280923758,0.0376431995712,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0042204269704678,24.86566947811723,19.91664477777304,0.0771250229155938,0.1627665790265937,4.0,-0.0964228508600322,22.93176411341513,19.65715604760181,0.0937759085281696,0.0650567275736677,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1183234822781476,21.803574152274543,17.517198353509833,0.4384747345803982,0.4350421906993575,0.0,-0.2052240461997696,29.45378759673535,22.462590526487773,-0.0759648637942283,0.0061710255656773,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0115682418827278,24.65148212628105,19.69181828974039,0.2363025491981483,0.2472361057781114,1.0,-0.0494289149951883,22.67498202458961,18.93069730788011,-0.0332362311095359,0.0611451048951049,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0026258851795444,24.554712827974075,19.78142358787051,0.0623009030016839,0.1236593179266666,3.0,0.0026478253329862,23.81544509748756,19.38361231771748,0.1763396608434645,0.1534388832141641,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0512505027416602,24.2425046159011,19.58073968823515,0.3416171019817555,0.3840025276365042,2.0,0.0061622347540349,22.46482121029695,18.14875547211745,0.2872522671592779,0.2397856664458916,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0039398896210217,24.8485894969492,20.07945665593733,0.1470689654086234,0.1924594444858836,4.0,-0.0147869723622173,22.36889705580916,16.17541495094837,0.285706993345121,0.2129964201652667,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0078171039033431,23.38739750494658,19.043174499511714,0.1273080096793797,0.1204757789155959,0.0,-0.0333377485962544,27.80275298478449,21.33791801130268,-0.0329264353782222,-0.0808859899926983,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0006441328341375,24.74405910116999,19.640786048219915,0.1529334220175178,0.1660702865048574,2.0,0.0119514851494566,22.733470391950927,17.701024154878,0.1450970026333414,0.125720992622401,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.001442590652477,23.113190140100468,18.50899040248938,0.0439966000650015,0.0240046001494926,1.0,-0.0129049337697184,28.92770275458492,23.621426903093365,0.0430188422183828,0.0424547283702213,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0040467026462698,23.437587607166755,18.903626971328467,0.1186540219932864,0.1499150820830313,3.0,0.0011883483569961,27.532247056469743,22.397672615588554,0.1301588923029018,0.1833333333333333,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",2.1582108829854008e-05,24.45359051237816,19.7074517779434,0.1371824724857843,0.1451446643808058,0.0,-0.001589037816454,23.87866883740416,19.69664406360035,0.1374293209955941,0.1315560026827632,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0042441526187554,23.950362906567705,19.582298433538067,0.2842809962669601,0.3048149923137399,4.0,-5.708804952586633e-05,25.94953297149076,21.168791164344466,0.1427228393285755,0.2175050301810865,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0064428542854177,25.0317104144699,19.85194567978173,0.1539412681299491,0.1871046018078128,3.0,-0.0098487549716748,22.133196593313134,17.066409056757543,-0.0649968834766192,-0.0159122729069383,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0488638834406952,24.065271261368743,19.39917892884372,0.3446180847419643,0.3290897469660692,2.0,-0.0044594964252691,23.22628545041076,19.29639583319006,0.13460625232988,0.1096579476861166,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0084953447453026,24.734291237127803,19.991579789546496,0.1586304551731421,0.2020438880216632,1.0,-0.1791198236569102,23.49458203716807,20.074537155796104,-0.2896708714276247,-0.3203554661301139,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0042258571463447,24.03941214647679,19.46132359769052,-0.0009787474394597,0.018913794263119,1.0,-0.0107266727143295,25.860059029653005,20.63238023354973,0.0574180239738793,0.0413145539906103,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0052216502026388,24.51704477888501,19.636845176295232,0.147289943300641,0.2041350527470222,2.0,-0.0384402399748204,23.66908457245905,19.491829477229587,0.0215711178845817,0.0471160295103956,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0171044636613642,25.28267295447606,20.04867624704461,0.1361500006725435,0.140566861894915,4.0,0.0018928426101977,21.104031916220933,16.494707226820392,0.1945917779177061,0.1342387659289067,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1432561730053738,22.211075437608468,18.082624336911923,0.4131980418403248,0.4156603085015307,3.0,-0.0100855169715936,26.053853397591304,20.595971598020743,0.0941393837649941,0.1475867503971248,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0077334600522767,24.504336778801303,19.87876289073208,0.1477351818031935,0.1511693925732771,0.0,-0.0020424437097663,24.39502236849061,20.17815657494773,0.1565396982712567,0.0997828620328664,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0838705508316566,23.303303070331776,18.10192417773866,0.3837034294078518,0.3734980933158298,0.0,0.0425790285858386,24.082964492168603,20.449085037876184,0.2430012468706421,0.2303152246814218,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0100489228426537,24.24793683954212,19.62254633157295,0.146788604011448,0.1587608216090266,4.0,-0.011615399634038,24.645288481354928,19.708786384689976,-0.0731216207901211,-0.0015425888665325,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0126517673821889,23.670135004887,18.853419468929893,0.2179316201373833,0.2380253054844343,1.0,-0.0640366915308716,27.09373430278167,20.869501996107505,-0.0243036444291745,0.012038900067069,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0338242185972937,23.49365188420741,18.297472280401934,0.2893408752118191,0.2950905035725696,3.0,-0.0465478588532561,26.67719287009317,21.66425444911903,0.1848363971663195,0.1911133467471495,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1335755036130963,23.153286803542453,18.78997800699869,0.4552767985490082,0.44293600215139,2.0,0.0377887696264656,21.97125599939008,17.436190381117267,0.2098251102891363,0.1812054091731116,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0050339463657775,23.86638319955159,18.95888727288497,0.1131232553283435,0.1166490458996495,2.0,0.0027560737380536,26.19934647410721,21.80832195872992,0.0623513443671398,0.0253185781354795,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0036495969296248,24.02753332157098,19.442938968591527,-0.111085115731922,-0.1387410735727241,3.0,-0.0022033091160738,25.98739333477712,20.29125945830009,0.0697456357960707,0.0376596047934495,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0128289171550024,24.937026253791142,20.250595222874693,-0.0765510152417162,-0.119933304580259,1.0,-0.0173200792968135,23.038499637419765,19.386776976249585,-0.094504114071572,-0.0937801289446852,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0075834754657626,25.34799772525744,20.303803302965665,0.057944827417121,0.0353528186470478,0.0,0.0101897749688764,20.48936405675764,15.558033563318393,0.1808208609902025,0.1913480885311871,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0010442402515365,24.283095415769967,19.47088679959481,0.1014251609177805,0.1349251718153817,4.0,-0.0598239277807846,25.09003839223585,21.55723679663429,0.2617897105250569,0.2246814218645204,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0002797338899946,25.01945762352842,19.83330031920316,0.1210412387778611,0.1244823764011972,2.0,-0.0110464440452118,21.864979856868665,17.459332956663324,-0.031042009560381,-0.0424547283702213,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0005726023654701,24.93948402804077,19.986609129788583,0.0806291822577186,0.1090655930569928,3.0,-0.0057659702384262,22.20676782290937,17.27354880534427,-0.1172174429136265,-0.1242454728370221,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0111258513761935,24.14595917329261,19.182951891982764,0.1545511063262988,0.132802731681899,1.0,-0.0103909417883851,25.019274661611675,20.62297168785417,-0.1013786033433157,-0.0720495644690349,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.005417962774565,24.526711920395936,19.80286125209875,0.1471467249694934,0.139728060460311,0.0,-0.015556314052145,23.796502307685675,19.60401235446124,-0.1237146070340138,-0.1284708249496982,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0021032903755691,24.50797304009718,19.55141227963096,0.0684671739253203,0.098389468594529,4.0,-0.0300246093314848,23.867113128501742,19.37087347755969,0.0343046293724221,0.0680930263849306,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0007160644492421,24.68197663898308,20.05513992148952,2.741386584591277e-05,-0.0215015664942002,3.0,-0.0052039209105358,23.172214196090383,17.817965906707332,0.2383074345310896,0.2710787313872209,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.001122015709837,24.530255244264552,19.810454750997977,0.0832037632750597,0.145025435851596,4.0,-0.0050899459179956,23.71202785586844,18.648894047267,0.2685903742960043,0.3178068410462776,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.004898851101012,24.703936020043308,20.00456972409968,0.1097989239790658,0.1105450635890143,2.0,-0.0068137044049341,22.87519770344624,17.637314844265784,0.0594316773297391,0.0127095908786049,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0093258671139913,24.43493088368524,20.113726779335423,0.2099390094808976,0.2655862486981529,0.0,-0.0323802335482763,25.10877213282312,20.28987235055844,-0.0497855419368482,-0.0028504359490274,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0058125580650563,25.144960156679133,20.065966861122533,-0.0909542941660679,-0.1459499942524666,1.0,-0.0009759609416002,21.52412108890232,17.045087841195116,0.0737664933207949,0.0600603621730382,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0701181476948968,23.557600505619064,18.718285922937223,0.3288847990886399,0.3463100594121256,3.0,-0.039234130278974,24.568532346689903,18.76597800671215,0.0733999478822522,0.0689308260489184,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0022243783389671,24.37593864374048,19.48953491264477,0.0957604659006065,0.1404872715737058,4.0,-0.0086982078841915,24.488163996068387,21.07422551114794,0.0681520822138033,0.0815224681421864,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0019627848806992,24.933862985743616,20.06054996798332,0.0753986251763109,0.0786462583685478,0.0,-0.0439592499818595,21.98537128956393,17.670346101572818,-0.0759977933137729,0.0449534285179154,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0066166143833995,24.84937020615151,20.11181521927683,0.1045321182671607,0.1459753951163292,2.0,-0.0166564618175197,22.1750230925692,17.784306900669158,0.1438969969771163,0.1587189805499664,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.008141296650783,24.616232432640395,20.010242060611123,0.1450554020559797,0.158337041945422,1.0,0.0018807668484737,23.086447934279384,18.53436786060601,0.0940291460624737,0.1119895371395588,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0063099278382556,23.85632122579743,19.305875260202512,0.2191201757337624,0.2003835271251595,1.0,0.0049537758606491,26.12112638533361,20.937325491032126,0.162971600913417,0.1801475519785378,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0036177876676607,24.624600159954912,20.02490376790365,0.2374354149456193,0.2568813022663101,3.0,0.0001400992612401,23.09172046058065,18.109782254930952,0.2152305826987587,0.2187644095013961,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0118401618591799,24.51886264834556,20.144075320059795,0.2906037559202949,0.2985309873125176,2.0,-0.046278840298773,24.99449029679269,20.54680251215545,0.263139951697767,0.26579476861167,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0286346864057548,24.46238231401308,19.88797026035241,0.2831256766249939,0.2905525929866041,0.0,0.0108981482957115,22.393690511996976,17.568455120677672,0.1283166417644127,0.1929912810194499,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.008523792473892,24.201685183589905,19.53862484741211,0.2293534662702692,0.2269374795481456,4.0,-0.017490159419685,24.933716611909983,20.52430399505185,0.0353092703941143,-0.0152917505030181,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1461541280399632,22.220498947811056,17.8302964624773,0.435714327919864,0.4390072203243461,4.0,0.0315275110862695,25.379706794975608,20.28710484894228,0.1793763557201616,0.1865526492287055,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0090008534124919,24.33633547986039,19.23337219934296,0.159466861325398,0.1679546589396892,3.0,-0.0713850871963885,25.788799572491666,19.446949183504348,-0.0329595794997122,0.0168678739101274,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.108760577857592,22.695230471844496,17.805674940678113,0.4308463131524102,0.4069782902993011,2.0,0.0219501459275122,25.52939760883324,21.030168936286167,0.1640458790488081,0.1682763246143527,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0037230473827736,24.536390542264662,19.22244433807909,0.1864588580361892,0.2201181839990237,1.0,-0.0117939771336454,23.80511411711644,19.74910131749972,0.0467236169521222,0.0349765258215962,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0083363178378693,24.820861578412394,19.971187650981705,0.1867326744218848,0.19082196568796,0.0,-0.0747938971784243,22.3581415163214,18.897041464792167,0.2106792569159467,0.2483903420523139,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0001953759463304,24.815882375541022,19.938991108141444,0.0188871699477437,-0.0149535902950095,4.0,-0.0056704817087072,22.62011240802269,18.3382883485606,0.2117642149318954,0.1265258215962441,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0113487749767093,23.500350092897936,18.913329942669787,0.2768073776800238,0.3091188029044477,0.0,-0.0512225055423369,26.941335858168387,21.55498148528623,0.1871177999891415,0.2675240402847225,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0018118689837802,24.23684352556453,19.114185849909195,0.1675698615618097,0.1510130603207331,3.0,-0.0029366803485788,25.176837775022403,20.2951076260419,0.3580272053331183,0.332897384305835,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0044103667413402,24.20267507100836,19.374953338623044,0.328374499968609,0.3328039326759248,2.0,0.0053058990926809,24.90188152853892,21.033864183022946,0.2443984864289644,0.2304828973843058,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0051208492260205,24.99209469448008,20.14573417262027,0.2963307173245822,0.2889812218931234,1.0,-0.0778820421050139,21.66928468131911,17.967577852061094,0.3543338713046301,0.4268947015425888,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1351716094765308,22.51333560707021,18.12152645338628,0.4460390420306745,0.4483242104059074,0.0,0.0686787779428983,24.152076027661124,18.553270375426383,0.3015250862709346,0.3194500335345405,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0085314822386411,24.58700508181336,19.811323686566272,0.1932999904774077,0.2027323294549899,2.0,-0.0205307004782004,23.17210800961582,19.069690044564258,0.3162028679205523,0.3136873522800497,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0313106384033963,24.366997538323734,19.481043346739654,0.2889868983828578,0.2895067892215439,3.0,0.0227818522387132,22.67044284640628,18.58310991743921,0.2004489998587984,0.1688128772635814,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0158548670550631,24.881600572573607,19.36080646340889,0.12199370615609,0.1224155596341298,4.0,-0.0373565671388644,23.64980183111644,18.97530410981513,0.0906263172865139,0.1172880389715847,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0004414563057935,24.50808245939711,19.30410032734118,0.1510637796572724,0.1910067452262947,1.0,0.0100117660916867,23.66355036657552,19.56894002565196,0.2927389082025851,0.2882293762575452,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0934003720183155,22.75494810475492,17.924411676774948,0.4158002940825963,0.4238530150693182,0.0,0.0234850380261806,25.968017959740905,20.439643267779285,0.2795607798888713,0.2852112676056338,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0046326352819325,23.6757542061439,18.952407206752845,0.0486459052883208,0.0395859349769294,3.0,-0.0373026954566138,27.676390275225284,21.109757256306395,-0.202884918354301,-0.1017102615694165,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1373311234078413,22.735399915395803,18.59461210444936,0.4082397869204617,0.4122188491209382,2.0,-0.0857327829870773,24.63297532765252,20.052543281232804,0.09746902886813,0.1209590878604962,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0064124832569384,24.17351183092111,19.49785772223221,0.2051584174640269,0.2502101078564988,4.0,-0.0628477500303601,25.26592206848708,18.912080161940885,-0.0388749722500451,-0.0041247484909456,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1253354213032568,22.64979296123069,18.11704527041787,0.4283777716101076,0.4442414103287183,1.0,0.0040032661968769,25.082672268126625,20.31931623431998,0.1050466373690114,0.1594580772866005,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0067911595484482,24.42495008607128,19.80085234257213,-0.0357891429090816,-0.0065990416097342,3.0,0.0005678559890415,24.64485925645609,20.00440210046902,0.0784701035773274,0.1821596244131455,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0232202146033736,23.735663302329748,19.15413519554808,0.2815848401327371,0.3080313114854032,0.0,-0.0034227342759411,25.94215657162681,21.08278395746795,-0.0252456649339515,0.0828645444742775,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1398431688992899,22.546752288811085,17.787360431336516,0.4752324406641854,0.4951227743140797,1.0,0.0735644253212725,23.84093286870302,19.49607478826818,0.3061645606675845,0.3032889276508969,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1623077490569162,21.890258995343743,17.19500070832905,0.4761240989000083,0.4870900757401333,2.0,0.1129531482105227,24.728413006653746,20.67921355556435,0.3823066477378938,0.356673373574782,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0003252816803965,24.486058445987585,19.91260558546635,0.103312162962347,0.1243265856034,4.0,-0.0293352243933306,24.34326836012053,19.89649425237951,-0.036629064548313,0.0587525150905432,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0024319368164401,24.21741982408262,19.00556128465084,0.2510248954248852,0.2590439710985889,1.0,-0.0104729092139943,25.11934558705332,20.78447806989644,0.1785126580924705,0.2077464788732394,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0063660239971952,23.78019641696615,18.92639316598993,0.1708968741207763,0.1948471250701038,0.0,-0.0078547499246797,27.12910643278428,20.96410636794399,0.2707550618732353,0.2171361502347417,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0689254388071007,23.528514327034586,18.6243818364729,0.3499787366472774,0.3739667616780939,4.0,0.0196866671771979,24.191787956853368,19.37737809302101,0.1431823004517499,0.0938967136150234,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.006337820546459,23.920380873632723,19.10317238951566,0.1874558655838366,0.1501146991559884,2.0,-0.0106568754013625,25.92348204089098,21.30315512428821,0.059410763774023,0.0954233352090477,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0074618238478385,24.164012727736385,19.653285708778785,0.2376436129617066,0.2260155906874623,3.0,-0.021721141284547,25.038776005553,18.466103077203456,0.1799844474169672,0.1428906773977196,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0673626999431029,24.05330165599428,19.29990144321375,0.4063245503761806,0.398698801532773,0.0,-0.0137041694953987,22.26929839408489,16.95525822599169,0.1077729499897963,0.1834674714956405,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0019753135162163,24.373415231053016,19.736219582540944,0.0289330689085879,0.0383763039975987,2.0,-0.0013696742776003,24.641490096715845,19.922128682740976,0.0817658988322934,0.0920523138832997,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0148246548303103,25.19973849813528,20.90146571109169,0.0272556964719018,0.0406745588187625,3.0,-0.0354479554410942,22.159606796562905,17.29435005295445,-0.171302819431147,-0.1340398061859481,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1184345562724775,23.211166260241303,18.77516457648026,0.4462771445738875,0.4682454251885161,4.0,0.0415332998708544,22.583890814763723,18.85991326560437,0.2558372838217607,0.2588552888696676,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0076333099385373,23.667835176095995,19.141772067956754,0.215883404901604,0.2139346288033975,1.0,-0.0352179679018243,26.766852721150748,21.289768805705325,-0.1213555558638452,-0.1080147551978537,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0005449283897418,24.725495913735298,19.86445821179841,0.1862767007575059,0.1616134937665727,0.0,-0.0260108045763731,23.225800646771265,17.462943237734514,0.1383752677720094,0.1163322965525167,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0017278678162246,24.00407244755713,18.97468448893229,0.1967589351338203,0.1851054498857437,4.0,0.0028982088205855,25.79374548683109,21.06688416601906,0.1017425018072215,0.1334004024144869,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0078292331783722,24.80668940855528,20.237897758617738,0.235899797425039,0.2839287091246048,1.0,-0.0814412345539576,22.59571815112324,18.059704039667693,-0.0335367013135368,0.0048625491496439,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.013033806356487,23.96957281551616,18.970036406935304,0.2451736283802487,0.2478934781217694,3.0,0.0174737079569181,25.247132984895583,20.007312806895087,0.4223955473460806,0.3948692152917504,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0022006491584303,24.55728586983189,19.57015798575418,0.1584539511725152,0.1596830283632194,2.0,-0.0539295690890957,23.66068149177151,20.13120835210236,0.3388088112475941,0.3507712944332662,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0070234579188128,24.9553840356592,19.52156341659813,0.1092130220881096,0.115813912801214,3.0,-0.0185919655817119,22.59785511814816,18.233884305282377,0.382341254710247,0.3655630915880615,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0030305694335766,23.822153753927665,18.967782148394672,-0.0267627590087244,0.0151671609465519,0.0,-0.006372457187572,26.62287864472671,21.94950213365152,0.1532827117031621,0.2077649879766842,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0347714032978468,24.1856257301165,19.52796061733313,0.3609930922803145,0.351336713981104,4.0,-0.0001677351310491,23.480191411202384,19.881412561980767,0.2504899088871351,0.2970489604292421,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0009309075300245,24.12331775766029,19.33685327469675,0.0261761051583236,0.0698710193714082,1.0,0.0004557154087577,25.52933112594009,19.964788749587367,0.1433423782786212,0.2566398390342052,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0014497279139588,23.83243911908416,18.83557250173468,0.0794578079966481,0.1228440206820312,2.0,-0.0050297531530172,26.497003186322576,21.712691841662764,0.2918912795030525,0.3622401073105298,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0028950335270294,24.88384395005539,20.18809742549428,0.1361535797754119,0.1430233777247866,1.0,-0.0267217693712769,22.23292475836748,17.52632944241376,0.110252211089351,0.07055726490242,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0015647293906408,23.67401887067896,18.59022642597399,0.0670333045962054,0.087879224578963,3.0,-0.0499272780328545,27.562332353766465,22.637383014517773,-0.1696673091780913,-0.1520456069751844,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0058599725768415,24.48762015555244,19.65359459217808,0.1918210356988957,0.168707051005864,2.0,-0.0071606225169864,23.82579216062068,19.815195759518044,0.0617187665661564,0.0480553995271711,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0016281428711766,24.13496134737484,19.32644080285859,0.0867954619368573,0.0783947018988803,4.0,-0.0035918836927664,25.38201528651795,19.98100757437692,0.1832049566830192,0.1080333338922517,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0044806861120497,24.37511392433208,19.93263856800816,0.2150237319079377,0.1798896721397425,0.0,-0.0112470433035125,24.418663317235527,19.39231776277784,0.0805861954143184,0.1020296950882191,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0098548695324717,24.18476347556321,19.635925157513537,0.2317925483522595,0.2849248225245325,0.0,-0.0259242298051607,24.73191570975064,18.788510293020327,0.0774853019470135,0.0314053605423557,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0436761523799708,24.07325153765328,19.201218895627743,0.3374981940091385,0.3456001314624254,1.0,0.0235590048143456,23.255023648401835,18.665283170888124,0.2109537492169076,0.1957075788061703,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.002876491052008,24.162717618747976,19.51124402926261,-0.0571369433639664,-0.0649329021925748,4.0,-0.0026103794781904,25.517344608879185,20.255258649369363,-0.0569117670121723,-0.0511066398390342,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0083639235047758,23.85705814521265,19.309647686339257,0.096589004036928,0.1211380157234437,3.0,-0.0536397781667012,26.502519312624685,21.35011653201681,-0.1490730193059261,-0.1136485580147552,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0064441556497303,25.05995197071983,19.748304068582105,0.0581086267952525,0.1113361333898312,2.0,-0.0005435390587829,21.84296746420468,17.96172974707375,0.0084641386036732,0.1698371046094612,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0149206165476939,24.643010119050707,19.611969362493145,0.1496451790986505,0.2120036722397654,1.0,-0.0249094127297881,22.81035073014069,19.39804367710168,-0.101072607453145,-0.091683433936955,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0137591302471263,24.359830297653865,19.831670606111228,0.2119639014857827,0.2211090482272293,2.0,-0.049394535800757,24.25574389185123,20.25603995524662,0.1277651149477805,0.1587525150905432,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0317854679273729,24.450595027795885,19.455866289640728,0.3150334819611349,0.2999124058986705,4.0,0.0005856986430061,22.34122202011343,17.938550896443115,0.0732430879899639,0.1062038900067068,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0087317153628875,24.39490652574608,19.52262203818873,0.1722638097762618,0.2150454999395435,0.0,-0.0470847125046465,24.042191716657143,19.62258951536366,-0.165184328396211,-0.1149899396378269,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.009517410348506,23.55015459654943,18.82426692494176,0.2364614463075672,0.2094302039717838,3.0,-0.0069520685043935,27.164571301700324,22.73842461814344,0.1184421181437156,0.1742790073775989,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0006740354970824,24.516752867393343,20.025880605597244,0.0694498337359133,0.1392091752067924,3.0,0.0032940330269759,23.891444866530826,18.682666815099584,0.0587965860056858,0.0554325955734406,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0120659530082093,24.926565498898974,20.06808054017184,0.1209158699117231,0.1622661403677965,0.0,-0.0055288895753931,21.456192342292628,17.48958096786284,0.1012639609245547,0.1378604963112005,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0455154489430733,22.66043267782196,18.21513917621813,0.2918427900205619,0.3136961811237297,4.0,-0.0576236289073754,28.58793134116095,22.91378797934089,0.02680792747883,0.0732232832292938,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0103159869934982,24.424584398263782,19.356549545020385,0.1828508261385852,0.1940030107804396,1.0,-0.0128701692228212,23.57795871811946,19.738679156236245,0.1415149046120217,0.204057679409792,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1273454933155849,22.65405706442143,18.236321395606325,0.4908299184644364,0.4735163015834411,2.0,-0.0403745414683001,25.3423653425821,20.07432092586033,-0.0319843678104605,-0.0401408450704225,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0248830720414957,23.530383400283,19.058751471268504,0.2594652379194879,0.2803006062643053,1.0,-0.0640395031563836,26.94515276387999,22.640032563545336,0.0614348023296523,0.1087869616651382,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0126291158834966,24.5995027506932,19.430263802511647,0.2919732040064825,0.2731737433964626,0.0,0.0117226765649837,22.681506570950653,18.722130406339407,0.2359646982730305,0.2326961770623742,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0989012440053508,23.20096079522272,17.9825917553818,0.3820471072166538,0.377192670970585,3.0,-0.0081119020946738,24.155526891988867,19.719968470183893,0.0900899815855758,0.0833668678739101,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.018825699524182,24.67793070561528,19.94980940273352,0.2724714261530296,0.2716557944044904,2.0,-0.0639868633311424,22.387742771596912,18.475095055808488,0.2040973525167101,0.2785737640420169,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0064271334144053,24.741218189782924,19.79839007032963,0.2172992157800957,0.2149208283687828,4.0,-0.0049593919966082,22.49844865763354,18.008394861355633,0.1238685102096445,0.2127766599597585,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1865969994778965,22.23683875959004,17.350106342516447,0.5098103861610913,0.5182426129503966,0.0,0.0546359782134482,22.568419954530967,18.090464624754144,0.2899335534647809,0.2883970489604292,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0168283975811549,23.37774141093276,18.93102033541496,0.1895134268648513,0.2410469094281206,1.0,-0.0146545959880604,27.492775807191883,23.25688802154971,0.1774000547976404,0.2931924882629108,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0053502889529254,23.89965135538629,19.33916584108587,0.0786678057378579,0.1217553648936515,2.0,0.0283268273231067,25.727178423867343,20.01464532986493,0.3898573175023538,0.3750230554359414,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0158826299777925,23.97738570347371,19.564317533794203,0.1701674551104615,0.2300177819007609,4.0,-0.0197377045320712,25.486149133014955,20.277231812812914,0.0492413381980348,0.2034875922199865,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0113848207669592,23.698275840998622,18.780676798502604,0.1264200487781627,0.1693156786962485,3.0,0.0104604575745584,26.429871287151528,21.99953528175891,0.1357610336449326,0.1895372233400402,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0235726862764029,24.38650379271425,19.62816151240834,0.2276508678833875,0.2536237049125772,3.0,-0.0343857564727962,23.31368651380913,19.256491991499782,0.1193594613307817,0.047216633132126,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0051516169817872,24.80826906157232,20.022856453343444,0.122808294883022,0.1522045681898821,1.0,-0.0037932685118637,22.471791189281973,17.332944419753385,-0.0452130258874457,0.025033744415236,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0282577735517989,23.64047215073004,18.941451213635897,0.2341539734472617,0.2479616457373828,2.0,-0.0236368706706382,26.26604387872326,21.90757320135412,-0.0476940569497815,-0.0141852295882717,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0017865167440264,23.690526807162964,18.905671361555136,0.0446227097850906,0.1084105996740882,4.0,0.0180465117987026,26.755810414836592,21.780588565880144,0.2503189297858692,0.2393883248602308,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0035313899428475,24.51411152658972,19.99834539313065,-0.0373887794086807,-0.0308988589308505,0.0,-0.0486822091295047,24.4112629610896,19.38935707844479,-0.0592934222055166,-0.0645539906103286,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0092263833190884,23.624660773087346,18.943716295744245,0.1411787465552295,0.1550054022195031,3.0,-0.0015623313402057,26.947728374339025,21.837021757313902,-0.0098202845401077,-0.0186787391012743,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0004953040205633,24.05774359687273,19.361214719538104,0.0268605033672988,0.043160997953439,1.0,-0.0026072835289627,25.670178910717784,19.63289064434213,0.2435229849047062,0.2171696847753185,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0111812443334717,25.14122489786121,20.24455220808063,0.1466677925694433,0.1713445708785141,0.0,-0.0952793528919659,20.860396777181503,17.6870273729781,-0.0871272707775631,-0.0694506157856045,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0057040617115868,24.410834311395423,19.821714428282625,0.1048992990649135,0.1541785981624752,4.0,0.0007803998038242,24.474720395747543,20.00727023272448,0.0311843935534068,-0.0131455399061032,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0110239961682634,24.17729626455276,19.06089375439025,0.0590764001323994,0.1439868330250325,2.0,-0.0175378807649966,25.97753968953455,20.26211277276697,0.1404635864935126,0.1174714956405097,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0427496357905105,24.14076242540065,19.086168734366435,0.2320019848287894,0.2541651908895404,3.0,-0.0113520484183347,23.30818295460696,19.612665850142363,0.0345579003117538,0.0629443326626425,3.0
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random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.003175174599253,24.12213558214744,19.287082979971903,0.2224375922838261,0.2309189642565907,3.0,-0.0123199887552067,25.330785132558265,20.37319695486149,0.3205910914837938,0.3189020607769011,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0025677841184037,24.414951837103143,19.60570869633189,0.1374129267748381,0.1037568266441801,4.0,-0.001966817145087,24.506599125765828,20.65180513408822,-0.012535063380134,-0.0639509050232486,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0083196215465064,24.156922378582266,19.515742933842173,0.2015347824952594,0.2734211546717293,1.0,-0.0010893423281324,24.92256578211135,19.46103807906029,0.1273267043331533,0.1988279579878558,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0001537868950576,24.763960725919603,19.473753786321275,0.1129637681775404,0.1478988434055536,1.0,-0.0117092250166175,23.011014724349856,18.753898730210857,0.1475209840460282,0.2401596257598296,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0050203656588505,24.829526240322107,19.876037873385243,0.1245887785811806,0.1537581878918159,4.0,0.0106162879917711,22.217869559626017,18.449219871843365,0.2615702482251062,0.2796780684104627,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0109786655642448,24.401691757165835,19.6957644155402,0.1781466120215773,0.2136386309816511,0.0,-0.0617946735488661,23.99914030562753,18.29179623670981,-0.0538174108318859,0.0262745328189382,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0004778061919831,23.67750377997751,19.13518181248716,0.0708066946594189,0.1011319712078959,3.0,-0.0067210898857048,27.002916196207213,21.656979185292418,0.0499753957029027,0.0541755044913781,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0019669974908148,24.74699140148589,19.800887051766377,0.0881285383211138,0.1599075097525071,2.0,0.0203684019987892,22.639454997807896,17.67612413863062,0.3371515852153128,0.3479070079515956,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0066951298666125,24.49429832946032,19.725757459673968,0.1861324712218423,0.2711773381963013,4.0,0.0094096057617686,23.53935177794601,18.41344634150116,0.2420824279049693,0.2874245472837021,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.003465092444346,23.93785556106269,18.98987569173177,0.2549891894024693,0.2291559668768494,2.0,0.0037965350001463,26.21917430490638,20.705647183270525,0.1507585015943139,0.188095238095238,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0048388022075213,24.00797565667104,19.23095104230914,0.1909597533742875,0.2473860754762628,0.0,0.0008312883797043,25.697364018204983,19.91398450609664,0.186370420058775,0.2788732394366197,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0045079502741898,24.223053376480006,19.13551889680561,-0.0803818640828166,-0.1278684670695821,1.0,-0.0083349773318679,25.42588395206375,21.13624810232244,-0.1066570393282822,-0.1175385647216633,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0037546149419469,24.195986274358862,19.267573439748663,0.2780327105392679,0.2723275861287491,3.0,0.0030882346020784,24.99346527630277,20.46036381036463,0.2145591933869434,0.2406773977196512,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0035610711907029,24.51261401956983,19.6948965946666,0.1814837768357963,0.2182320685430613,2.0,0.0075282139438086,23.682355529801967,17.662477384755316,0.1565328820457294,0.2630114017437961,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0083229555244433,24.36519870145342,19.738535290099023,0.1688986849121136,0.2338009554613661,4.0,0.0064007358837606,24.05700867982291,18.26935354958117,0.1961446560360273,0.1970824949698189,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0006135454093922,24.04721017793845,19.13143824634217,0.0471493122559491,0.0592385881729903,1.0,-0.0136175614156679,25.82805471336172,21.71674482748542,-0.1463514852218514,-0.0326291079812206,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0090326981860459,24.03888700177285,19.04429402615732,0.1645127560723097,0.1918462200798529,0.0,-0.0207756988956862,25.478608748384968,21.19168727821028,-0.1509797206054173,-0.0399731723675385,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0012430981591489,23.89819054103766,19.067422165720085,0.0503882397487291,0.0936641060615584,3.0,-0.0086633663534336,26.203944897872663,21.69785286057164,0.0457390139780524,0.0246143527833668,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995421118,0.0007101422641451,0.0004426657165524,0.9999999998343304,0.9999756014357188,1.0,-0.2470401611342942,32.30470192774341,25.081402204848263,0.2150830407729968,0.1764553168664851,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999551386,0.0006790739583134,0.0004192561670681,0.999999999847302,0.999984420122316,3.0,-0.2442916531379007,35.642727120503324,29.949916801863544,0.0590290480046904,0.047757038717597,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995451186,0.0006832139318645,0.0004433435318975,0.999999999832227,0.999980949875166,4.0,-0.226491850137217,35.66433382281392,29.17916951247064,0.0012186612301568,-0.0257088002038901,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999506724,0.0007121894318464,0.0004392718529078,0.9999999998277946,0.9999758626849284,0.0,-0.2394291415533849,35.815808894459124,29.18491182327591,0.1045680382419218,0.1048196545966521,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999514994,0.0007142253701337,0.0004453269350331,0.9999999998348412,0.9999772679653004,2.0,-0.3457169652302061,35.92307068267889,28.17011924844611,0.1998843152807437,0.213770284843798,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999528832,0.0006948290077407,0.0004294992092905,0.9999999998205088,0.9999821470135828,1.0,-0.1989119615939847,35.38738603734143,28.6065862636373,0.1357815442924273,0.1381046882592658,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995427714,0.0006930963324651,0.0004391175570412,0.9999999998564032,0.999987079081732,0.0,-0.5051218985138937,33.43165111874498,28.75990841800933,0.1690685957853392,0.0289167660634145,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995666774,0.000676831327328,0.0004454106597065,0.9999999998470404,0.9999789046788032,2.0,-0.4104734496004125,35.31768177558484,27.525135185671186,0.15280891886234,0.1788970831196234,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995370378,0.000697815834584,0.0004520030172083,0.999999999829254,0.9999769923954224,4.0,-0.1046757252401255,33.07423025501663,27.59367774999843,0.242948425137534,0.2462666224682842,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995431544,0.0006809933830064,0.0004409786539527,0.9999999998453148,0.9999848935372024,3.0,-0.11840876914575,34.8965785291188,27.684557125959014,0.1857121688547885,0.0964906042507678,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999238292,0.000878925076771,0.0005740505189015,0.9999999996702816,0.9999830719835672,2.0,-0.0890546003396928,34.09020041731157,27.258806030891144,0.2566440552247692,0.2412564003868904,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991326456,0.0009802869623291,0.0006017005811549,0.9999999996169616,0.9999792630287776,3.0,-0.8350785550583579,37.34306704138884,31.49036358417505,-0.0080336744273728,-0.0027975612103111,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999984564516,0.0012690975352213,0.0007891000954825,0.9999999993015112,0.9999761401849484,4.0,-0.0018991472571985,31.0447691260419,24.709954339222367,0.2175435140027289,0.1415445364566123,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991277456,0.0009445200499649,0.0006110532411171,0.9999999996097492,0.9999794226647356,1.0,0.1368228103143263,30.487957024890832,25.249969573736497,0.4440558353566293,0.3981755717635409,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999987904038,0.0011381486727114,0.0007061424772919,0.9999999994546108,0.9999917220923412,0.0,-0.5430943301072559,36.072658808880966,30.990885071558548,0.0036865293199484,-0.1001798643427915,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995667314,0.0006586081284513,0.0004058114961257,0.9999999998565556,0.9999828548375368,0.0,-0.3605607487329543,38.13212044084744,30.41408691160255,0.1008854900524576,0.1277394182597851,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994814618,0.0007295213652353,0.0004245793533058,0.9999999998240738,0.9999885198351566,4.0,-0.2573569413233663,36.21594371457659,30.70881121421717,0.220977483079006,0.1827673228126248,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995479704,0.0006788656224013,0.0004034160438062,0.9999999998428633,0.9999808390536508,3.0,-0.3437095284634655,36.931217283348616,29.117549269302376,0.1025353084968899,0.0715846733541114,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999488706,0.0007364387055086,0.0004540108733349,0.9999999998168718,0.999975512952624,1.0,-0.4793446670440857,37.11989661052532,30.349013268984034,-0.0306631197348983,-0.0711309826645215,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996431252,0.0006262995709277,0.0004023566308428,0.9999999998832994,0.999979817665958,2.0,-0.4626783269375172,35.3830166795096,29.54132022906101,0.1133504957508832,0.0562109399729113,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996040134,0.0006487421669834,0.0004096642006409,0.9999999998630028,0.9999852094917022,0.0,-0.1576037465132347,31.20656720274044,25.67135512950784,0.0484041929029689,-0.053564844181919,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995741532,0.0006641717389485,0.0004307449567338,0.9999999998465436,0.9999811383283548,1.0,-0.1293638792927258,33.20803429988316,25.53659791888941,0.1415983143211464,0.0942132677235909,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995176444,0.0007050245279949,0.0004493266951497,0.999999999830141,0.9999837687334968,2.0,-0.089432841513837,33.64458740028315,26.770111120139248,0.2492852644407464,0.2382996520746318,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996082928,0.0006377416333093,0.0004090503159335,0.999999999861562,0.999974409669978,3.0,-0.1392736363624094,34.04966629309083,27.5374858693102,0.280987095369048,0.3055300071488122,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995874114,0.0006676523174942,0.0004402581577137,0.9999999998542772,0.9999913398299336,4.0,-0.6545189698902956,39.34000012292688,32.09212244683479,0.1269609305846408,0.10758291320667,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987029988,0.0011358941187225,0.0007202507625872,0.999999999413613,0.9999859689063904,0.0,-0.4580339943218112,39.56907608934134,32.701852249140586,0.0473397465996101,0.061498607052317,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998941962,0.001030271510968,0.0006562589490398,0.9999999995402536,0.9999902298697916,1.0,0.0339121754451545,33.57849640234902,27.019271797805363,0.2968898195028253,0.3999172282421013,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999985887236,0.0012054652726376,0.0007611686493534,0.9999999993543572,0.999980684588994,2.0,-0.1044884285948599,33.771568828728014,26.20659599138967,0.2518477546794035,0.2243631673127272,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989214132,0.0010895321658843,0.0006438618863191,0.9999999995045936,0.9999793873508396,3.0,-0.2981223417132741,32.42156854419661,26.4623280059828,0.1240147342429065,0.1310670949500816,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999988408098,0.0010711443632998,0.0007078710948252,0.9999999994627377,0.999982127960976,4.0,-0.1833835951555376,37.19603892604127,30.555780066993243,0.1176898657242407,0.0837528231132036,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994435784,0.0007700619132283,0.0004766300500581,0.999999999802571,0.9999830638194628,0.0,-0.2769696229105278,34.7784815114973,27.85423193774329,0.0615702809531334,-0.0102740239723455,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995731008,0.0006948437897742,0.000459791032168,0.9999999998541954,0.9999778054186864,1.0,-0.7247792968405229,37.11066290165647,29.825149317130933,0.081702486164626,0.0543112929977309,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999567062,0.0006770396990783,0.0004334558540259,0.9999999998599004,0.999988290053356,2.0,-0.2643885427949377,33.13980271140016,26.530393825577768,0.3937955731337041,0.352018581850656,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993928512,0.0007698852932575,0.0004783558672943,0.9999999997962854,0.9999785762136072,3.0,-0.1401471115039176,37.31463493740208,31.49086225915309,0.1016521669835919,0.095388287987128,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996197796,0.0006411200991509,0.0004155262082334,0.9999999998760084,0.99997832611996,4.0,-0.307951544852076,34.42229625148418,29.684922135469886,0.1150551117888618,0.1390201757944897,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995573504,0.0006908522502081,0.0004460354062275,0.9999999998391416,0.999985911711828,0.0,-0.1465178661829618,32.09220297853156,26.08461807590067,0.1828223070108726,0.1629526252213964,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995097552,0.0006821543566385,0.0004402719379671,0.999999999823502,0.9999825542524252,1.0,-0.0485119595887928,36.588818603780815,28.295643930683767,0.2902196436465351,0.2916675161387446,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996080448,0.0006487668632076,0.0004290342870509,0.9999999998686128,0.9999866810494782,4.0,-0.4962237486290721,32.89952794437404,27.71622688722692,0.1515635853735157,0.0804217072666603,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996020048,0.0006580654229628,0.0004473090041188,0.999999999854968,0.999973779971298,3.0,-0.4590394131036606,35.59210990836775,29.22307756847753,0.132180503290497,0.0773522973294087,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995709156,0.0006626970873263,0.0004091582337085,0.999999999848544,0.9999783075581196,2.0,-0.4245240072989107,38.79621881383616,31.09896942135677,0.0511210132599062,0.0896482753774446,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998721726,0.0011437849470204,0.0007493184021918,0.999999999448786,0.9999872958353974,3.0,-0.5272570984313469,39.36837217453272,34.120682829282075,0.0846931208891123,0.0815800902036084,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999978696764,0.0014140838879065,0.0008830394593182,0.9999999990514848,0.999982768245061,2.0,-0.0141551362680378,35.33694338817484,28.956008126000704,0.2630619255875872,0.2448326415740782,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982166587,0.0013490322707237,0.0008374580054095,0.9999999992150944,0.9999819057366413,1.0,-0.2071974155128095,36.13888194103584,29.44573902260349,0.0681648242052999,0.0861176319704364,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998682726,0.0011599686105197,0.0007177940169241,0.9999999994018828,0.99998342946906,0.0,-0.151016897494143,34.5679714169521,27.917388327538017,0.2512798290971172,0.2562736186832396,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999987035698,0.0010905671761523,0.0006718633576871,0.9999999994232448,0.9999813447006276,4.0,-0.2918687627309366,40.21468382018872,32.22142281965565,0.1421962232858148,0.1662022688772386,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994962636,0.0006696199574084,0.0004290191054828,0.999999999822203,0.9999820206428688,4.0,-0.4929182005069823,41.14409899488054,32.96450915837759,-0.0299978101658955,-0.0311476553823263,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995980527,0.0006490992910767,0.0004241652411563,0.9999999998553188,0.9999763879222462,3.0,-0.3318015808660599,35.16867341820421,28.429891969699533,-0.0020673636574323,0.0071963170229586,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999512741,0.0006668234260998,0.0004461565470783,0.9999999998367692,0.9999797470837112,2.0,-0.11976816012027,38.09807399651756,31.579547260533616,0.1494883379083164,0.1607232182402939,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99999999952934,0.0006934934649444,0.0004359058061144,0.9999999998387166,0.9999836287752816,1.0,-0.2872096594862787,36.104420050230736,30.422852603806543,0.049514017323914,0.0401448363074169,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995317188,0.0006983155416584,0.0004276255468265,0.9999999998339806,0.9999802660395252,0.0,-0.6135924709917406,40.07022171081204,31.14729858364333,0.285175986685804,0.2062306136960556,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995798884,0.0006549920545547,0.0004233961401741,0.99999999985363,0.9999862841012273,1.0,-0.3926922710527809,34.8965090037133,29.117432912671138,-0.0294616187967788,-0.1011185231068325,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999581213,0.0006606314316905,0.000420708730559,0.9999999998506064,0.9999832523892308,2.0,-0.4831787311207063,37.99823031881648,30.6056809939501,0.085241131835713,0.0338000918679096,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999567426,0.0006919094455866,0.0004300025625265,0.9999999998541697,0.9999896445394886,3.0,-0.392370784378671,31.86433739320021,25.63353877636889,0.1790849126649458,0.1677278455040471,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994942148,0.0007171048012174,0.0004560339170247,0.9999999998223502,0.9999761042174694,4.0,-0.1321140008700008,34.527444263218264,28.213308560557508,0.1522134073249047,0.122476367791754,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999511256,0.0007148224558133,0.0004139563533597,0.9999999998241248,0.9999799487118488,0.0,-0.3581740027177877,37.00112470795581,31.0683955407278,0.0396886371699927,0.0807879999959627,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998634852,0.0011603262174926,0.0006927060224215,0.9999999993716048,0.9999749556255386,4.0,-0.1781028380627767,36.151944698692624,30.13065756806885,0.0941745284463018,0.0571846883293472,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999997825462,0.0015437658408967,0.000928621011716,0.9999999989974572,0.9999765858345244,3.0,-0.3691037464569824,33.63440914450307,27.187509237550767,0.0353998958480226,0.0646369006858375,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999989151052,0.0010603905113679,0.0006546203376761,0.9999999994954974,0.9999737610544992,2.0,-0.5088025225758859,39.11221928945772,31.45681623267533,-0.1628343294434874,-0.2325330633370699,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999990983997,0.0009964203445245,0.0006410171465871,0.999999999594978,0.9999785480919576,1.0,-0.2437856672692135,31.761642233293003,25.14852262104541,0.0955527790191788,0.0465532447963365,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999991986082,0.000880484491152,0.0005700067305886,0.9999999996217568,0.999978830714514,0.0,-0.0886443855914675,37.04492174738577,30.99016290195381,0.1450183173670699,0.1721854769208353,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995418946,0.0007028213233539,0.0004410414479872,0.9999999998443092,0.9999748521580408,4.0,-0.6626044769559973,38.69312327662605,31.838054872303168,-0.026332277469464,-0.0214874798633787,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999553192,0.0006814320699974,0.0004245353066133,0.9999999998467634,0.9999888902102227,3.0,-0.2891131141083654,35.71772307347883,30.460219806516022,-0.0004460771945329,0.0348648533324863,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996350016,0.0006206478683745,0.0004224856102784,0.9999999998770616,0.9999883902501318,2.0,-0.1231128556762553,31.86565513228746,25.8560613595009,0.0825288370846329,0.0295554255655671,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996341816,0.0006359389522476,0.0004072393356022,0.9999999998719944,0.9999895295830112,1.0,-0.0411685841542603,27.450288609358616,22.31654487880121,0.3140951848425372,0.2835187413148013,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.99999999945902,0.0007430725108243,0.0004633540268684,0.9999999998184848,0.9999825131040696,0.0,-0.2674677859377647,36.15264686142454,28.49651615364635,0.1179262307446631,0.1194806160292549,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994308956,0.0007927674759079,0.0004695757311846,0.9999999997783104,0.9999827905888036,1.0,-0.1815851354783919,31.72815608622988,26.137496556074684,0.1176057086423099,0.0565998149376581,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995306338,0.0007002134743196,0.0004406244291649,0.9999999998324264,0.99998871307096,0.0,-0.4202576590421014,36.73760055311873,29.92172998219484,0.0041655091474468,-0.0317238458550524,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999471746,0.0007177144961444,0.0004425754999552,0.9999999998194956,0.999977778029674,2.0,-0.0927637631588838,35.1745464893819,28.749870702515167,0.1874640306435401,0.2035124882406346,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995087724,0.0007049735009902,0.0004562614501891,0.999999999842414,0.999984737675868,3.0,-0.2398539175535077,36.63175446728221,29.801970982257693,0.1243869316805089,0.1113126458881718,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995827612,0.000675244098609,0.0004371980563988,0.9999999998567144,0.9999854399382224,4.0,-0.3626237456042696,32.14207527305421,26.713389538242662,0.1848163292033916,0.1377517917504927,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999986320464,0.0011958734489676,0.0007328081150209,0.9999999993575576,0.9999764491418526,2.0,-0.1420711346949532,33.45424923144128,25.205561761185766,0.1667635174470071,0.1750532803330456,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989366766,0.0010578549564563,0.000664097943023,0.9999999995037356,0.999975798997334,3.0,-0.5297389305808271,38.62435639667641,30.664833251587748,0.146344658308186,0.1253655310930765,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999988453964,0.0010331814913854,0.0006763651706983,0.9999999994642976,0.9999820613353536,0.0,-0.0764477413791206,37.98036326131282,33.26123453735608,0.1309437258859067,0.1717455279777037,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989749172,0.0010405046659452,0.0006443005798775,0.99999999953417,0.9999834441234432,4.0,-0.2636042296065664,35.05058966946921,28.028798787957204,0.149591298220469,0.1322422935037437,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987061144,0.0012034158836475,0.0007202819662797,0.9999999993840656,0.9999787773120552,1.0,-0.2409728929945793,31.75152529575868,25.880663308670552,0.1585834877256519,0.107949699932928,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999565046,0.000663444249099,0.0004247755906392,0.9999999998505086,0.999978959977875,3.0,-0.2406153171033358,36.10550513378627,29.25909875416588,-0.0478393972901313,-0.0521242046679144,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995832696,0.0006539087379256,0.0004019010230494,0.999999999853977,0.9999775651452067,2.0,-0.5425225762070471,39.28007241627161,31.678417386888043,0.0380821537217783,0.0429475940447463,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994861604,0.0007548092418109,0.0004622245800269,0.9999999998156796,0.9999773523934125,1.0,-0.527570207812083,35.72611569158333,29.7628889775212,0.0413082050132206,0.0175876982252576,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999599617,0.0006482667747015,0.0004308345591832,0.99999999985836,0.9999764583096248,0.0,-0.3149290223756882,35.84176959028499,29.42276482482987,0.0528814006466488,0.0513625897546517,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993763348,0.0007592990109053,0.0004696238591075,0.9999999997908128,0.9999789652541036,4.0,-0.198172046116547,36.36561533887937,30.05358365337145,0.0712321834750743,0.0601381655193574,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996044426,0.00064769549252,0.0004014860832684,0.9999999998546726,0.999991241441393,3.0,-0.7051480177337408,37.5122610881638,32.36168570842914,-0.1001726514708273,-0.1259491181945365,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995699356,0.0006670178717361,0.0004374901834586,0.9999999998476932,0.9999914297950704,0.0,0.0326403256474672,30.506240475025315,24.5141732243784,0.3611372939667556,0.2554458711249686,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996309472,0.0006259487945467,0.0004051495844074,0.9999999998695738,0.9999888561059208,1.0,-0.342030574671657,34.47104312210399,27.867927951823336,0.1478103655291441,0.1589054477033831,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999501122,0.0007329967950784,0.0004672288296733,0.999999999829853,0.9999790556525504,2.0,-0.4598272105345904,36.41749432622279,30.792917513946048,-0.0025461531150915,0.0239138094908891,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994532228,0.0007569274134651,0.0004386816397089,0.9999999998062812,0.9999832808837852,4.0,-0.0946880642259069,32.998459217274515,27.35866189716685,0.2152621964191638,0.1448478920728289,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999985955824,0.0012388973972456,0.0007310801012034,0.9999999993603598,0.9999884418789532,0.0,-0.1784161450204331,30.993876660634,25.98858835426332,0.1124743529212057,0.0494088364012224,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999990552372,0.0009760227409807,0.0006059744268786,0.9999999995770632,0.9999727328019709,2.0,-0.1910545140228734,35.82277031260668,28.11966073382581,0.2153522127028855,0.2705000447700101,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999990564146,0.0009951056067663,0.0006085667009838,0.999999999569622,0.9999883101524372,3.0,-0.2590735000907584,31.945775214446005,26.622829684089147,0.0918577447286518,0.0540895483177298,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999970349532,0.0017315060397017,0.0010019776999497,0.999999998593475,0.9999923652174576,4.0,-0.0321830380479599,33.32271018177412,26.13136005295654,0.2702803524778399,0.3410354503001464,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999980633256,0.0012954404523655,0.0008026646805372,0.9999999991125156,0.9999828228218725,1.0,-0.0807608822066465,37.88591597962531,31.267067449203395,0.1712820610871715,0.1443973174389869,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9937674516858258,2.55489475748654,0.4494907448355492,0.9968788551762896,0.9935291452630386,4.0,-0.1480935614209937,30.56938201499903,24.92941781309787,0.2621352358315283,0.3495429150604356,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.980369263995114,4.533498896543848,0.7008135264478704,0.990135982683182,0.990119451813974,0.0,-0.3578471846697917,35.38678344833683,29.86784613688956,0.145511221721979,0.1123262793625008,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9828714404406836,4.14974423539958,0.5766246100319969,0.9913987293952456,0.9905330694635036,1.0,-0.3244481892358637,38.390953898061824,30.861860753209285,0.0597128141613386,0.0735871248048005,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9821285121496158,4.249439105409625,0.4795298335813872,0.9910239716445424,0.9944103326836358,2.0,-0.1874791153122352,35.71060432307441,29.119843490173505,0.1592701730528796,0.1623562100437676,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9810804873547972,4.364010566569517,0.7286608580241511,0.9904950719397664,0.9888921467316816,3.0,-0.3089736171432593,38.37186747288687,30.07246254190759,0.0119152764739924,0.0595345581933515,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9725859529713324,5.226264542778081,0.750505960445275,0.9861977251990052,0.9903464494605692,1.0,-0.3088895216261513,37.24315847068086,30.1846232839714,0.1393104314041854,0.0862976263566336,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9814437428111144,4.427496827870566,0.6181218002344144,0.9906784256558596,0.9904518402632478,0.0,-0.9455950841330428,43.02457634059064,35.52489096247524,-0.0386441205385331,0.0065987747073339,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.969563232815879,5.692752368733076,0.9996870463465588,0.9846640203697292,0.9857272600750993,4.0,-1.6196995153675449,49.02127898243038,40.93743273867504,-0.0848282374174278,-0.1161412032640524,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9848203151840824,3.934283881037246,0.5703487239430312,0.992381134126778,0.992843910739566,2.0,-0.3653057946237448,38.65505470966354,30.42929132783349,0.1180436287269511,0.0767302415393475,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9703878516347664,5.3543484599933615,0.844236087670185,0.9850826624229916,0.9898119025221314,3.0,-0.2791478918932168,37.91087429752437,32.167797147474374,0.0858257291491442,0.0871598205946536,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9696544110292988,5.7285054220093565,1.0002378038439064,0.9847103184584676,0.9885295232996164,3.0,-0.317201945287785,34.665287105460074,28.2481324272604,0.154946302402414,0.0977160071932256,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9732288176692708,5.295645587450716,0.7374901599902716,0.9865236022430932,0.9903677283322734,1.0,-1.0409670232258104,44.79512737536694,36.45919658233575,-0.0208073248021477,0.0045210047673239,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9807852150335936,4.507537429907926,0.7256128425311806,0.990346007808074,0.9898345856164348,0.0,-0.4360805933677343,36.53610598350184,29.21240595127749,0.3230176491622499,0.3011082175905555,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9671823211244988,5.646921501500338,0.954009153285255,0.9834542802288756,0.985350189796546,4.0,-0.2413984449082009,36.96987134691864,29.00069225484422,0.1632281764939951,0.145650974448372,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9939563981589524,2.4967965382372177,0.4253208631242182,0.996973619675282,0.9946418220127023,2.0,-0.5301269537596354,36.23186209900868,28.29007465398094,0.0201993745224956,0.0223096308403928,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9673762420089808,5.653749746618798,0.9878795504453686,0.983552867054674,0.985338080013367,4.0,-0.6484803834374975,42.42595767258487,34.127064716722124,-0.0170747811211782,0.0155812916107572,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9816669884597744,4.520587691350933,0.7689962236775346,0.9907910923344986,0.9894020322833632,3.0,-0.6339700688804712,34.0458429546913,28.26375290300279,0.0614160669501567,0.1140042935692206,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9672768179707072,5.915819847771559,1.113815256741246,0.9835023223963896,0.984444358886498,2.0,-0.2442517874354146,34.00851516287508,27.309240373948285,0.1718919960103354,0.1565650130596999,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9821977439865835,4.343446935538131,0.6925640102684416,0.991058900460512,0.9895926258048254,1.0,-0.1964275191620039,33.508425728981,25.60662640084384,0.1320859638508693,0.1894957812246848,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9653815429592232,5.783357326456523,0.984880775707061,0.9825383164205436,0.987955952119639,0.0,-0.3021766690288656,38.47164794441349,31.56557037808559,0.0692490949269466,0.0631148650255405,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9813365848484416,4.316436806112431,0.7425331835667736,0.9906243410382084,0.9883754995371812,3.0,0.0034651420605259,33.62873948530061,25.96684579555072,0.3384887601268934,0.3603723683580433,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9694475923733008,5.547434465027417,0.8676349614041452,0.9846052978456756,0.9863339508137172,0.0,-0.2532421802809446,36.970537448177545,31.259648041829863,0.0966632512271034,0.0751457284855323,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9687377349436204,5.692183777538822,0.9483181424779208,0.9842447536831542,0.9870437547656216,4.0,-0.4969633526369379,38.96143709672309,30.86848083520676,-0.0057380966469554,-0.0685669893313788,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.964698172357364,5.875897799421582,1.0669454063346984,0.982190497080931,0.9838650713845822,2.0,-0.2753310148146515,38.0168035119014,31.50687759463861,0.0551918139639461,0.0561942503022532,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9821571346930672,4.35431000967015,0.5978117632238171,0.991038412409647,0.9910717666446368,1.0,-0.6892351569604991,37.909012357370365,32.5586212623189,-0.0079341070326253,-0.013429819076737,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.980409850957602,4.578428431543113,0.7025524810577816,0.990156478144743,0.9905924299042392,1.0,-0.703644117639977,34.723205755525214,29.25974889533169,0.1515681735314114,0.1762685387414562,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9806730983876242,4.582651272515125,0.7184185940556992,0.990289401432207,0.9902416433570934,4.0,-0.299769638282862,30.95798752472407,25.905002794511887,0.0392272733680242,0.0918433584620201,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.96782482842314,6.043904123271482,1.1627224238544969,0.9837808844207088,0.9842545809637412,3.0,-0.5668796962886036,34.97126511039559,27.622303395390325,0.0124872280611285,0.0440096426065407,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9686970948873096,5.632260612797161,1.009877505503436,0.9842241081205296,0.9853076022365306,0.0,-0.2411247461027088,35.56220354430834,27.6586929247527,0.1204145739334046,0.1245087085220943,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9671107207200388,5.780473369589178,1.0309811112289342,0.9834178770341157,0.985073476245373,2.0,-0.182975204119107,35.83694505384267,29.58651328520395,0.0707297145390484,0.1077208844903127,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9677552014321388,5.864680408343674,1.0105738747392137,0.9837454963671556,0.9866495482027056,4.0,-0.3839493588563283,35.040891817564166,30.42488417073046,0.1820159849320255,0.1858489923420905,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9706718728452444,5.474877159910315,0.8235283094582492,0.9852268129848092,0.9894559651915692,3.0,-0.4045241209133414,37.18284499599053,30.34613160670992,0.1440619776560581,0.1142173908892644,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9800375116098632,4.377869379875362,0.6913896788512864,0.9899684398622022,0.9893795382446372,2.0,-0.1622066837973295,38.29592977706972,30.73575283894024,0.161254673012011,0.2401341942621574,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9820947262550968,4.2356410720769215,0.6752088985849186,0.9910069255453288,0.9897415974511006,1.0,-0.0029593715548081,34.42046974421163,27.1454665216014,0.2120072048621146,0.2115610307821327,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9971308154364896,1.7591226417994668,0.2608631329678093,0.9985643773162742,0.9968124001827494,0.0,-0.3971378470979658,34.44009368824942,26.261788561060555,0.166124572155771,0.1561009410376806,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9813559920967688,4.364413243256146,0.7168194402775081,0.9906341364465144,0.989382251582004,4.0,-0.1357467855463126,34.843669435174455,26.278885922042143,0.1162226391308878,0.1734161090778498,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9820844757401088,4.17132396532036,0.6106333519930887,0.991001753771674,0.9926099778300828,2.0,-0.2525728474692987,37.84446661068069,29.866645800447348,0.1544194047750206,0.1931241191937929,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9665295020894245,5.751205231146768,1.0527194547334595,0.9831223231633558,0.9843349896836624,0.0,-0.340259686176334,37.78789512940966,30.409146081838987,-0.0122552578325563,0.0058051569549798,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9655496004590256,5.733138915036324,0.9830527521806852,0.9826238347747462,0.9850900892785894,3.0,-0.4011017216526755,41.404477299981245,34.76550176191193,-0.0450487620291358,-0.0504887759041531,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9680095076434082,5.906301222853792,1.1102336587109671,0.983874741936017,0.9843150414119264,1.0,-1.4518730813642091,46.109702648158,37.75812052379168,0.1369367391911535,0.1237317201098093,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9856899572271646,3.940117075134797,0.5725147404414429,0.992819196770932,0.992936863691378,1.0,-0.3681494267663692,33.14190442417515,26.80954788928507,0.1116020242526686,0.0780273841398375,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9806329528827572,4.49250924143061,0.7229113123998534,0.9902691315975618,0.9892849150879848,0.0,-0.4426101366041204,36.84877675337194,30.042720804710846,-0.201945978995726,-0.1523527397532987,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.981265193943834,4.294433758645463,0.6245650516807147,0.9905883070759742,0.992136804639606,4.0,-0.1608488224789896,36.43211197203738,29.173050478759464,0.1925652433845629,0.2031446417097194,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9812855952354252,4.3129032612679294,0.6445988095847012,0.9905986045907588,0.9918882054832276,3.0,-0.2352152803228646,37.52760328969269,30.566445173473152,0.3020123576864498,0.3644758953774085,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9644743797091954,5.927880387071017,1.0337540838326529,0.9820765651700044,0.9847018599495412,2.0,-0.1000321543124989,35.5069463649314,28.11225154684722,0.2621717410605765,0.2450266325653412,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9728987891441128,5.398900561362214,0.8881471640832689,0.9863563196476836,0.9896740125680824,4.0,-0.2237620581767354,32.20612500233271,25.79608486753867,0.2641855951150629,0.1898058550116573,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9692470505113988,5.659414477249537,0.9717722204292718,0.9845034538908252,0.9871332641926016,0.0,-0.0743986542972465,32.42870043327345,24.875032050781257,0.1784281646313556,0.3304238008877701,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9672438490551016,5.642886442173713,0.9024328545160112,0.9834855612633532,0.9888399111309396,3.0,-0.34077316510256,38.74945437584376,32.31471484825137,0.0845127441367479,0.0970324453828329,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.966506083957168,5.7814836733969655,0.9229473174384418,0.9831104130699136,0.9884624419619846,2.0,-0.3296233098570864,37.47021064534429,30.20435090712907,0.1309079129371613,0.1159607687723789,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9696233004491428,5.47878119499547,0.7909751753797517,0.9846945214796304,0.9895964605160638,1.0,-0.2825896912978498,36.86320430463772,29.845687595635884,0.1394297220679433,0.1106781724611594,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9663698248805268,5.612268983297228,0.9733710259209558,0.9830411106027072,0.9850547489478916,4.0,-0.52111309857045,42.539121902820064,34.38828076920256,0.0020999072098049,0.0126593094785095,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9809283136893624,4.260483722090331,0.6830613270076568,0.9904182519989309,0.9893180933022924,3.0,-0.2998264996848383,41.47548973090552,32.6718050698766,0.0621792974594658,0.0538612752655872,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.968747402920028,5.526189284741917,0.8992754164241776,0.9842496650435753,0.9891099029237328,0.0,-0.2275985414781725,36.649295841245305,30.22377507730484,0.1439715339270086,0.1530164055675972,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.96998520731829,5.702649734969088,0.9866334403573804,0.9848782704003058,0.9872121035203222,1.0,-0.4612729825626986,32.48714330384875,25.909137826853776,-0.0059862640919052,-0.0181990481809094,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9936761038263084,2.538621383134577,0.4438172515049414,0.9968330372066442,0.993228309340502,2.0,-0.2801093379311663,35.12575278222497,26.11853838118612,-0.0671877513555306,0.058150856215881,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9693850604514812,5.64423782092949,0.922629366482,0.9845735425009284,0.9877238412852148,0.0,-0.4608806840351842,33.83816637272965,29.358015535771216,0.0552110534711671,0.0871675254257045,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9848876356768184,3.916939692903899,0.5657939473209656,0.9924150522141784,0.9929252040365796,4.0,-0.1867935567988545,36.40194642063339,29.72685963642361,0.178224301600124,0.193469656157922,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.980612927211632,4.541228805271695,0.7386592196731234,0.990259020315744,0.9892089681519896,3.0,-0.8873463288258026,40.83851610758605,33.05128162814257,-0.2161892720709894,-0.1452635068793593,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9684018220017584,5.6738892389582665,1.0251088267259612,0.9840740938743268,0.985160286173136,2.0,-0.320155535594161,36.09858003442546,29.536806300551543,0.0786568306365245,0.0821646450295204,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9709266242636044,5.55638435653354,0.9409968263996604,0.9853560901628332,0.9890136643963742,1.0,-1.090979393893178,44.40079430687142,38.09331725585423,-0.1063122152357041,-0.1083680555687645,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9804555357708472,4.540828731761604,0.7030893936314291,0.990179547348928,0.9901749250857136,0.0,-0.2819946698188242,33.49937801922744,27.717706254431725,0.2861290656390567,0.2817696516855068,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9702814033528876,5.4611157654674285,0.859014250497633,0.9850286308435124,0.9906484772443084,3.0,-0.1625127878627019,36.37228430171026,31.02840045277324,0.2457313672239877,0.257837227494145,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9820401597125976,4.37076077664904,0.7309091700998098,0.9909793942726136,0.9887624306190864,1.0,-0.5592156214664159,38.17565549632221,29.56171368687255,-0.0558220473936789,0.0080712439891436,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9669466079649168,5.725083028128599,1.043154204134618,0.9833344335112144,0.985112822561525,4.0,-0.5063379358722153,41.84498194767199,33.36523210332952,0.0047043757269467,0.0548161128684319,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9940131300891342,2.5473693690909416,0.451302664921471,0.9970020713537732,0.9932351521202666,2.0,-0.4517632882081202,32.87672062261796,25.676870230229145,0.0195280777649465,-0.0413239587769379,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9804354324784252,4.371164095060703,0.7190772172246874,0.9901693959648016,0.9888223405574224,4.0,-0.2533031043322291,38.81315655209437,29.875247377347,0.1852234315181674,0.1806435422117727,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9821265908330988,4.371261996287182,0.5540200293076118,0.9910230022876372,0.9915682638321456,0.0,-0.5117332932239893,35.63331051627779,29.506903483503844,0.0910566041941361,0.0761236475845926,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.968946637447958,5.853646744547996,1.0569629972693118,0.984350871193042,0.985127573025492,2.0,-0.8035549516508893,38.39950819298636,33.69874365776488,0.0088554682265394,-0.0033848929071666,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9683925973231828,5.581572860939505,0.8783809172291461,0.9840694068798695,0.9856748992143805,1.0,-0.4151704671689729,38.66502429747777,31.85845289910281,-0.0407130105250677,-0.0121155279652071,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9796579106129326,4.6207170675939935,0.8168817436182748,0.9897766974503746,0.9875984436656828,3.0,-0.3996124375209346,37.26857841542137,31.38396826445969,0.0214380606227283,0.0414271726593503,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.963819113445044,5.89354479404438,0.9214076706359552,0.9817428958966306,0.9898197946751291,2.0,0.0016357786715358,33.8797945679025,26.80698309744024,0.3338601915140354,0.3553789304086583,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9723704991655124,5.51400796186812,0.8936986796136722,0.9860884845065606,0.9893710634274256,3.0,-1.4771108647137303,44.777510115890685,36.80068902783005,0.082558686965081,0.0696275295327253,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9819746073687649,4.266763160500801,0.6854469728832986,0.9909463191818676,0.9897014370293536,4.0,-0.2932170112217656,38.32699498053849,29.24295729632683,0.2623612557041951,0.2774827994420806,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9661795686195404,5.646921486991178,0.9539948744166554,0.9829443365532844,0.9854006032280492,1.0,-0.28941181027812,40.99878160037036,35.74388949791872,-0.0842670312742126,-0.0938748235025921,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.968126709985299,5.668824140449193,0.9464817979827316,0.9839343017286176,0.9885527444485566,0.0,-0.2396610542959329,36.57354773368396,29.25059760391335,0.2108216504034495,0.2116321142066633,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9839282709358252,3.975939203841276,0.4684984891058554,0.991931585941714,0.9935022038704364,0.0,-0.234401270850296,37.117736082265225,29.343416355785543,0.1394351754051425,0.134583820109509,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9791686021328884,4.7866131846891165,0.8178280407170114,0.9895294853256684,0.9893646467199658,4.0,-0.6614145133140752,36.17021295252032,30.303475579307623,0.0863197147013034,0.0649437634779519,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.98164164427767,4.289178122595638,0.590932241606329,0.9907783024263316,0.9937916170403664,3.0,-0.1708382901104876,36.07184026487992,29.38256022225408,0.1842343615783036,0.2330219679528438,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9796672932781064,4.405254015003573,0.712347229605264,0.9897814372287328,0.9878706791936392,1.0,-0.2436176666818268,38.68754843457186,30.11857385070919,0.1512053680814726,0.2086303152450412,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9694978117141324,5.67875941583906,0.933774104495591,0.9846307998035853,0.987560977034986,2.0,-0.5868519807614663,33.65991732842038,27.825678595956752,0.0575644191435937,0.0804975518092216,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9698335831235572,5.622873486069602,0.8686334644825299,0.9848012912705558,0.9893547838203294,3.0,-1.321858189183871,46.98178607344896,39.50643174467683,-0.1763789218763877,-0.2119011490578745,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9799671493516234,4.644165831753582,0.7373047584690319,0.9899329015356712,0.9901694211346744,4.0,-0.3353083629512747,33.29519159317491,27.57471311818808,0.1362939196068223,0.160744029357329,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9823110998107472,4.299503526995734,0.6652039228916555,0.99111608806727,0.9898441275726756,1.0,-0.4873067164421067,38.321768293561504,28.78429687057116,0.0736307252743225,0.0826137420666606,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9688726258912794,5.825930317844303,0.9324852675444912,0.9843132763933604,0.988470938886787,0.0,-0.3916323811426145,35.64169522544375,30.0519887686489,-0.0634076770437219,-0.1143867769331801,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9821181936979464,4.384355719655441,0.7354944553630083,0.99101876565228,0.9886333871868618,2.0,-0.7772065956419922,39.651253649612265,33.292171561216584,0.0764043725905738,0.0794407270807019,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9777903786556374,4.620808695766242,0.7301010584783542,0.9888328366079964,0.9897253863218104,2.0,-0.6270889821535992,44.173583469194455,36.47488939051723,-0.0190451063321384,0.0275649621290998,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9710264318082918,5.605421273122337,0.8127158246830981,0.985406734280934,0.9900483862818176,4.0,-0.3335575404955349,35.0107563592093,27.63616633389094,0.1553723183128525,0.1782085580740188,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9800123597562984,4.59403169994123,0.6655690586563462,0.9899557363234668,0.989829759541848,0.0,-0.0318867816586172,31.833533845389702,25.842463656061607,0.2641951962265624,0.2533872663161908,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9823539001525852,4.411930857044125,0.7452890525191322,0.9911376798081204,0.98886128188431,3.0,-0.8274082483663954,36.80025833276221,30.664794493064072,-0.0398174704839615,-0.1052944070365389,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.967604096265904,6.033754920505509,1.1590734630609247,0.983668692406266,0.9842378826105256,1.0,-0.4362893452953602,34.116836518914006,26.69039941871409,0.1029113821972773,0.0929159702025343,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1213722575647,29.95600427063406,25.00528254496512,0.3483852143384417,0.3293329789040001,4.0,-0.0734836768678015,33.956057613630634,27.3749615128614,0.0926973412102357,0.0933195923539143,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0834491568273329,31.1380838765186,26.086026132655803,0.2888756771230503,0.2724439461468679,3.0,-0.0760236573084174,30.44147980269011,27.08046872888631,0.1027455444814872,0.0328488644393872,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0781272353954726,30.364592481757803,25.29281309990929,0.2795124959730031,0.2679540209951928,2.0,-0.027661837420553,33.611648065304635,27.481947483182665,0.1759924994777733,0.1565114353413076,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0962615269020711,31.64577157261055,26.71369582078601,0.31026041788923,0.2957728231339396,1.0,-0.1756628073668353,30.67590543189545,26.44636602589988,0.1135610286686078,0.0230790580823404,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0744727253633095,30.83956541563777,26.02766372352743,0.2728969134499756,0.2245510095766241,0.0,0.0583324999577206,31.25460179406257,26.895267446945613,0.2810777244166337,0.3022656725086667,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1148071024710928,30.842917512342368,25.8454407050579,0.3388319679093502,0.3439175991821942,3.0,-0.0828125652018147,31.257753070776072,25.455143399146703,-0.0308704864416726,-0.0078903843284628,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0919777162072091,31.010030556331163,26.41117237551937,0.3032782818020056,0.2829360308202791,2.0,-0.0312667841596407,30.317527394117253,24.749458135383307,0.0085436800523365,-0.0371407657975254,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.026166327365076,30.59183816544001,25.38271198426829,0.1617600920215781,0.1267546243548995,4.0,0.0041810072278798,32.98911379080121,29.25702494230757,0.1105686945842695,0.0878522701318722,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1114053259528156,30.06371203052592,25.387074825458964,0.3337743638398956,0.3173981918835704,0.0,-0.0402718653875604,33.46094929415598,26.829901709421943,-0.1228792754350014,-0.0315056568785232,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0622978001571488,29.62467343887344,24.37698799251808,0.2495952727156418,0.2842575816080661,1.0,-0.0944196317901635,35.70285348417384,30.06270722453273,0.1058441610992607,0.0581352500685057,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0958729715227419,30.72428484975708,25.94371048188639,0.3096336085230581,0.2603552523173521,3.0,-0.0129010261205182,31.64990056488837,26.85874908805796,0.1647362155669314,0.1991641726759873,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.096165550413699,30.30765591208937,25.178493862828283,0.3101057084556508,0.2366945986845207,1.0,-0.0505491154566104,32.96915394525956,27.522444705194097,0.102835091945244,0.0918002264126138,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0890724724574281,29.766413684354944,24.659342285767742,0.2984501172150655,0.2656669751893495,4.0,-0.1082928194833969,36.11623687468107,30.95722865387636,0.0820207852501101,0.0931185300720497,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0739669423821385,31.338766280981424,26.292903116032555,0.271968642282541,0.2087097096955398,0.0,0.0541535305275351,30.12778854539853,26.00365624227896,0.2646686101975973,0.2771583881359916,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0783400189429075,31.264921207796004,26.33553739392787,0.2798928704844214,0.2542261139246329,2.0,-0.1340672687632709,30.184235179475564,26.39336794966608,-0.1122755630675322,-0.1686165423272295,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0453580658675966,30.087357048239323,25.03167580087992,0.2129743314877212,0.1771890074993317,0.0,-0.0210366612855432,35.45575706344771,31.090161056422,0.1147741194567149,0.0124519723051851,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0397192551963289,30.57315435619771,25.54577853679132,0.1992969021408038,0.131317719732346,1.0,-0.1449070473798996,34.723837802383414,28.65327883962592,0.1479956154035282,0.2144022643542011,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0732254522289848,30.725267721193124,25.758249090457017,0.2706020181631796,0.1540910773324371,2.0,0.0329174345173762,31.80224809669465,26.87117008710052,0.2028064622918492,0.2371800495037856,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.073229157402357,29.881309498329568,25.094504352174543,0.270608864250074,0.2383478806104976,3.0,0.0417163118107367,35.160070742209726,28.749659745024644,0.2660713983837057,0.2602626699504625,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1058991838483797,31.050058320826043,25.919185019603844,0.3254215479253131,0.3292336953345105,4.0,-0.0933693470145682,30.90367450644548,26.038350468395187,-0.2102305540989791,-0.1992972271858125,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0723635590539026,31.413900396383617,26.201631715063883,0.2690047565759049,0.2661608611376473,3.0,-0.0279570158343043,30.980802266438943,25.73622787815744,0.2449517356768518,0.2262276915055552,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.103540488276777,30.006028861785914,25.329542516153445,0.3217770785555494,0.2942900002800762,4.0,-0.0173779391231958,33.90009543857507,28.3674840589491,0.0773058601301038,0.0947535756423771,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1126851939274244,30.15409024315496,25.64505288661588,0.3356861539202959,0.3291545239455358,2.0,-0.0544492300090075,32.683772165645,26.66689308066708,-0.0958144346642037,-0.0876782174133191,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0351877800357129,30.86520970437257,25.85957282001958,0.1875840612657408,0.1533677712370024,1.0,0.0557928545267827,31.825469168807707,27.805215940320096,0.2490716281142537,0.2566079071068161,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1066609277244581,29.6479236119907,23.95578735321988,0.3265898463337067,0.271504250241239,0.0,-0.0673157691446495,33.49229072634272,28.41504856383525,0.1017404979970087,0.0911344596080103,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0692635151353889,30.14206170312302,25.28194249623425,0.2631796252487665,0.2564549439060157,2.0,-0.0082801949851256,34.31389244640141,27.90964871196785,0.2518134109451976,0.2098222347879011,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.106875418220352,30.29817183506304,25.22871630063655,0.3269180604208143,0.3215072802828275,4.0,-0.0458690039697859,32.77188833881547,27.451362221647543,-0.0050739581585953,-0.093400512164044,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0968098659211226,30.2135947037108,25.598075656681605,0.3111428384636737,0.2740915845912115,1.0,0.015593842336825,33.48523109374763,27.035263186458987,0.1423104199622412,0.1828332773782323,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0694015945833477,30.719851695160493,25.866194667446404,0.2634418239169222,0.225368560127018,0.0,0.0952111202564901,31.554815292781058,26.463531125623938,0.3129043599200062,0.2712714291370663,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1159280049505411,29.924046279769065,25.05620685281136,0.340482018553543,0.3327422696135555,3.0,-0.1005078051659624,33.782042557466404,29.28788909387668,-0.0232862506931194,-0.0021878379215113,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0885180377088633,30.92003220281224,26.216096932971247,0.297519810629206,0.2735467604319065,3.0,-0.214841451609669,32.30820121683894,28.26297696593112,-0.1074217921376712,-0.160694589864792,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0884183614535516,29.392947811290806,24.123807991440906,0.2973522514778956,0.2733818960749858,0.0,-0.0753655981623735,35.313424433794,29.725761817017315,0.1676312555619231,0.1639556855956782,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1180902428040124,31.11491053132733,25.700360031840965,0.3436426091301655,0.3498597503292208,4.0,-0.1142285394097328,30.9140917093031,25.368423168584307,-0.0342668108183124,-0.062927830105269,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0856835473867106,31.360477055120967,26.50869858457979,0.2927175214985988,0.28074031078384,2.0,-0.034453823990677,29.251386963955383,24.856635761996223,-0.1049487956066424,-0.0510192175458757,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0378526001132294,30.747751519093843,25.95630058266657,0.1945574468409511,0.1914958023324162,1.0,0.137898422524162,31.922392587990625,27.87837697021583,0.4287794364867167,0.3628064894668018,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0755166377622186,30.72176655213062,25.524164869310404,0.2748029071311068,0.2800767244955273,1.0,-0.0085560897584902,31.8918624389522,26.30560434744813,0.2550548267371744,0.2140900819002085,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1258582514391211,30.55517330520262,24.933865578374004,0.3547650651415608,0.3653355909718084,0.0,-0.1806966111072767,32.99989052982995,27.48535567080853,-0.0929125864902385,-0.1325843151554495,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0963268366484167,29.23905859452344,24.38636455534136,0.3103656499267565,0.2364155928120152,2.0,-0.0683777042067166,35.40621590403506,29.80529839100753,0.0481069065797025,0.0345572455946311,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1182736383601807,30.577793098524342,25.42278497848244,0.3439093461434125,0.3430832355799884,4.0,-0.0943648163173633,32.12696052091122,26.33724075076411,-0.0538583964990989,-0.0976441635163614,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0870864187528066,30.277578666214964,25.090108272120425,0.295104081231118,0.2873939602288362,3.0,-0.0581973285629944,33.45676947315081,27.552695518449674,0.2163215896514672,0.1445944971563058,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0907594438296609,30.93485899202064,25.9948624210713,0.3012630807700506,0.2835392654969583,0.0,-0.0257728599339499,30.588665992106648,26.174619123576218,-0.0373094114041907,-0.0166879271101715,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1105652798816774,30.25781572179774,25.54463137325936,0.3325135784990196,0.2874962018833219,1.0,-0.0344058640495466,32.83837005213088,26.925061586789084,0.0577162888276643,0.1592119505207768,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1169512949605423,30.578911201940816,25.498839128600217,0.3419814248851914,0.3369965766715672,2.0,-0.1039139883663027,32.25496240484578,26.34984075535378,-0.0541367294357262,-0.0348118466714739,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1316220011421919,30.387197600138208,24.929659982196064,0.3627974657417394,0.3708620238372352,3.0,-0.1629321395794094,33.04183895106506,26.731991827569875,-0.022355273341027,-0.0617182146728492,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0878730610795273,30.55999979256531,25.41733173615492,0.2964339067736872,0.2428494754051217,4.0,0.022083181789958,32.10309564984298,27.93788240275724,0.1877350905660173,0.2314839951928494,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0982991607850176,31.26062017768271,26.403988712729827,0.3135269697922617,0.2532315097820128,3.0,-0.051335088948645,30.017869553650897,25.41236182320691,0.0936668842917294,0.1734455789852642,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0880927093512431,29.548288815490825,24.19731953446584,0.2968041599383671,0.2825804477977512,0.0,-0.0789631108073847,34.70085448451094,29.107567315334865,0.1643834642331985,0.1527215838329433,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.068294709259017,30.4341403283163,25.4613239024801,0.2613325644907835,0.1815516318466562,1.0,0.0463310314007823,32.93234182585146,28.792299880564688,0.2265314342990075,0.1102259208715078,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1385197603103173,29.307310815749176,24.4686184779768,0.3721824288121663,0.342027499594983,2.0,-0.1234771803380678,35.80117456642596,28.75278782131483,-0.0259406821598706,0.0475546738272734,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0889113306995499,30.283216153755063,25.09387193296956,0.2981800306972589,0.2946924615174998,4.0,-0.0464126415813515,33.316999437456566,27.357191987657565,0.1937161004957308,0.1475889574289231,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0918525394502904,29.40370305759972,24.811075334669106,0.3030718387709691,0.2527813813395925,1.0,0.0166109544681447,35.13575852579228,29.17761747684005,0.1948405190709332,0.2717242830858279,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0951991761881329,30.984612302881747,26.05938032842261,0.3085436374252112,0.2960819591355129,0.0,-0.1386698676114763,31.56527985364883,26.008281059168496,-0.1240752945264315,-0.1348907102456781,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0567309915395662,31.055353400751645,26.100396574027503,0.2381826852452498,0.2244177223967287,2.0,0.0702967905057185,31.61192048603553,27.126684977207542,0.2971193786802287,0.143316799625617,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0901686722701674,31.07562528416773,26.095216485628534,0.300280988870701,0.2869309380920428,3.0,-0.0919197325356702,30.95806734978648,26.13244452868485,-0.0758850267788008,-0.0664053137554207,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1185479098455144,30.58592743776746,25.13269822654391,0.344307870733521,0.3154676725417819,4.0,-0.063910847349019,31.83260478400541,26.654807083083234,0.063033457571098,0.056178753667602,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0926087589488789,31.143433197035527,26.222316132032123,0.3043168726097874,0.29038873805825,3.0,-0.2764059838417381,31.453196428098487,28.21406994337673,0.2647837278925612,0.2622070134494186,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0596732128898448,30.4650898079068,25.62019840092044,0.2442810121487879,0.2464516394516487,0.0,0.0171854175072186,33.943299033463454,28.382959960808886,0.2640561769805821,0.220607723076035,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0745861813492716,30.29683991674842,24.86928655216304,0.2731047076781764,0.2664323379819417,4.0,-0.1616749832328312,34.43773333611163,29.056861774255307,0.1371595062047362,0.184437433328581,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.084272393832939,31.03237507964773,25.859714730043866,0.290297078589307,0.2445979240764049,1.0,-0.0552293747015459,32.0023161396372,27.201591630714503,0.1110705205239907,0.1119863273922946,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0922715757559513,31.713226306093,26.745927821635707,0.3037623672564719,0.2940362733470499,2.0,-0.0549345951093509,28.03333401557713,23.760565478563585,-0.0058471525829656,-0.0251497790511695,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0637373983247654,29.80608374747483,24.513479060906768,0.2524626672015229,0.1845895491614929,2.0,-0.1401342310641178,36.93843430757863,32.65443166527743,-0.045535427335276,-0.0710527084677077,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0850571461191851,30.14408487266711,24.72143573101688,0.2916455830712905,0.2885276313044053,3.0,-0.0737671084967837,33.79885202967812,28.24588705685397,0.2298691781430235,0.1791635960487119,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0992342596853244,30.307708558464803,25.587580396658016,0.3150146975794619,0.2900847359638112,4.0,-0.0257241774979755,33.119619794193994,27.283018183479367,0.0495184039145003,0.0300615952210582,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1164943927832788,30.492577223798445,25.763503264401013,0.3413127492332001,0.3283728866007325,0.0,-0.0864665524379457,32.42553978337994,25.796119322770444,-0.0241159822958398,-0.0371472709411565,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0968415634844849,30.301985628500628,25.29264880267345,0.3111937716136259,0.3015707751221984,1.0,-0.035605035775567,32.37251873606794,28.54480428080261,0.0764065473066427,0.0189437199841715,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0056310475362876,30.17210122363195,24.93271068847149,0.0750403061447943,0.0589893024015747,1.0,-0.0793166266222746,34.074460771150854,29.512892549818,-0.1080926147810829,-0.1105935534442736,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0784043079314636,31.539263457739388,26.6204654522192,0.2800076926379522,0.2449713310930247,0.0,-0.0795827148495669,29.580844221742147,25.960127387242853,0.1247422160849133,0.1781004189618136,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1302271109892904,29.90742533542989,24.99539922236844,0.3608699363982736,0.3396109147831377,2.0,-0.0910006545114756,33.87609381676917,27.43344913433766,-0.0056146283661832,0.0061206807477298,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0741466999666461,31.367612792660893,26.696354854464044,0.2722989165845205,0.2374098043132554,3.0,-0.1537315255493609,29.86747175874374,25.768885072299344,-0.0371934810279079,-0.1007588130628662,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1053516114511283,29.54375894737357,24.70772338788792,0.3245791297315765,0.2691398961046186,4.0,-0.0094276781857136,34.70179871037804,28.52137327139326,0.1427685705620519,0.1706093351167069,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0748441109870353,32.043222479795475,26.998828453240247,0.2735765176205733,0.2644340899617287,0.0,-0.0566384630799619,28.41355512005641,23.882241708149195,-0.1172205145853755,-0.195145071281011,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0838017446396145,31.29796933861781,26.39082681319633,0.2894853098963729,0.2710249151301703,2.0,-0.0480146943221893,30.18714476900673,26.209546492350093,0.0459380049087741,-0.0129018903441592,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0776316039913511,30.24174346424429,25.065151710067656,0.2786244856357872,0.1788734488234324,3.0,-0.0618156287126125,33.57117742859915,28.81730055709321,0.0258490937743947,0.0163301373064885,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1037527456443097,30.575724412803368,25.24988737404285,0.3221067302160481,0.3113286335259044,4.0,-0.0986287838250679,32.51959823345109,26.877832339237568,0.1198638455994067,0.0950639768706134,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.088737853632153,30.4364354900876,25.922475221096697,0.2978889955006981,0.2721697298596197,1.0,-0.3215549747583357,34.25501485249422,29.71660603337612,-0.1227640498711371,-0.143909048832229,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0857941328218878,31.04692107036146,26.215216867144065,0.2929063550487233,0.2632216850768625,1.0,-0.0608032474833744,31.08661246898913,26.855244152761625,-0.0068403595930103,-0.0083751234971126,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0316537251424753,30.33515492667677,25.5001902428949,0.1779149379674876,0.1731593431254849,0.0,0.0839993703225744,34.02154006070004,29.51529027712582,0.3466939301599974,0.2108195389328282,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1139027082378564,29.8600816854736,24.55027915890741,0.3374947529114201,0.2932357460737848,4.0,-0.0892366442211634,34.392510721898944,29.48721042673482,0.0671330782074964,0.1045640399352867,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0823056366073069,30.521142341344536,25.32408832762739,0.2868895895870524,0.2314709119082323,2.0,0.0241752916206382,32.310184682542186,28.157398700084244,0.1587323180818144,0.1837799006053228,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1334043455476734,29.829026824077832,24.189902579080616,0.3652455962104347,0.2994507733831014,3.0,-0.1542935087690669,33.86751038977233,28.44282761802585,-0.0428185161379819,-0.0377081860937026,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1256765621326512,29.808084797050064,24.629502279407973,0.3545089027659228,0.3356581422333891,4.0,-0.1124128272141526,34.279050520504526,27.79177205724996,0.063725281834202,0.0666931343702103,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0797854356823265,31.4594247018768,26.783917356142386,0.2824631581048237,0.2687352058019091,3.0,-0.0331038448031006,28.48518920223188,23.675550251702205,-0.063439073559175,-0.0791166748898903,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.090838115492194,32.223041470648255,27.06107308796998,0.301393622190284,0.2943652437331885,0.0,-0.0536271738202718,28.13752586513724,23.276243715390724,0.1180084460564649,0.1088790736391586,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.142313786382435,29.56295207825357,24.766412298545617,0.3772449951820816,0.349529910689224,1.0,-0.1331931336393885,34.77642951324162,28.502435622573948,0.0112791344151937,0.0639599332421913,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1189396144925055,30.58976105122231,25.3621301191103,0.3448762306975586,0.3504311358692906,2.0,-0.1021668283030563,32.47210569034112,26.64738128398072,-0.0620332459842231,-0.0917096580280248,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1127079743684441,30.108402761194803,25.057510673900765,0.3357200833658325,0.3192857258776548,2.0,-0.0867058399613749,34.46725821105297,28.536615385736223,-0.0138229167268603,-0.0119121302834684,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0928773892968881,31.077275990605003,25.76812406028216,0.3047579191787889,0.2455698087304625,1.0,-0.0481610459497354,31.599375364719005,27.33043506933102,0.1651767351918241,0.1794723255542658,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1026675612631736,30.80454574645845,26.08643094384802,0.3204177917495551,0.3079014635529041,4.0,-0.0265279336045303,31.052191715526963,25.18632801270732,0.0070740245545701,-0.0094202505012692,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1185322138257884,31.26063628316324,25.65563707093678,0.344285076399646,0.3570758868470555,0.0,-0.1385997649995849,30.54677028694601,25.392038009200185,-0.0738605697531161,-0.1357533030495309,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0975242436955619,30.3000379995293,25.694514976925603,0.3122887184997908,0.2870898844637138,3.0,-0.2101858039976434,34.00300081346909,28.93416336616445,-0.177029756194638,-0.1342862303969317,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995043788,0.0006968170833327,0.000428400096646,0.9999999998246,0.9999867132294156,4.0,0.0435730057024889,34.23011039899077,26.68176795658552,0.3354792658217073,0.3300112858280009,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999505007,0.0007224652701833,0.0004624201394342,0.999999999833552,0.9999822842666558,3.0,-0.0119707098537604,30.748829652572468,23.817237561803484,0.3336748787043433,0.3629121975569115,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996077138,0.0006354146655194,0.0004040969449195,0.999999999867348,0.9999822842666558,2.0,0.2400864324758532,28.211219299401964,21.95427396825424,0.5195702945960142,0.5110855729261436,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999531468,0.000694273466407,0.0004326083510252,0.9999999998349144,0.9999846569252896,1.0,0.1058256388126014,30.570395161179043,24.16898185726289,0.4082519464278623,0.3927917342318182,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995888972,0.0006504400838726,0.0004112025679603,0.999999999860092,0.9999856059905644,0.0,-0.069783787235212,33.20040832829131,24.82717481920837,0.3220592631678509,0.3623024893969903,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995963368,0.0006446815338208,0.000430942151677,0.999999999857986,0.9999788043535834,0.0,0.003660409537165,32.17374896004159,25.008374324848216,0.3623455584363564,0.33984026533362,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995362888,0.000704547577869,0.000458327296,0.999999999831808,0.9999846569252896,4.0,-0.1078268734345719,31.19653788702607,24.17021378549811,0.2996341035259414,0.2560873218041757,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996156544,0.0006175573831172,0.0003978407313969,0.9999999998681444,0.9999875831999742,3.0,0.0102143756159164,34.49401208194764,27.595266729112865,0.3152785794684308,0.2792098754542297,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994116292,0.0007721515234081,0.0004628561315601,0.999999999803978,0.9999837078639678,1.0,-0.192944058148011,36.19230575645232,28.419064640393216,0.1889866671218968,0.206924780489004,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995078704,0.0007096374861771,0.0004396662070133,0.9999999998275536,0.9999864759640504,2.0,-0.1256234307735146,34.815950659698736,26.702477961560028,0.3337902663339954,0.3911060739000528,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999988857328,0.0010386587368589,0.0006396179445204,0.9999999994939708,0.999988453173704,0.0,-0.020733511758429,36.228660538696005,28.54772287574148,0.2388018115420541,0.2452074711390869,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980887668,0.0014323487752606,0.0008285292032474,0.9999999991024632,0.9999857641676184,1.0,-0.3044976157001544,33.61719319035466,25.21681406823392,0.1955115743558551,0.2902152581701126,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992108276,0.0009171656824909,0.0005587841286458,0.9999999996569228,0.9999846569277164,2.0,-0.0588270260525871,30.588996361839765,24.016795013337948,0.3376579917906954,0.3544290515297957,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999987139896,0.0011494655452864,0.0007571431387271,0.9999999994196344,0.999984419661864,3.0,0.2264121689134605,28.59338476741575,21.895840624059296,0.4963340286881329,0.5550547058122272,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999990132316,0.0010212117955185,0.0006092263342648,0.999999999562922,0.9999842614821078,4.0,-0.0167557892194021,30.942641178766088,23.600643771552683,0.3139061534285642,0.3385582571645177,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995186408,0.0006934871837572,0.0004335776782671,0.9999999998277272,0.9999857641653664,3.0,-0.1158229317524184,35.599400895938246,27.39585291664799,0.2834200464258194,0.3126734991604343,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995570332,0.0006545693558318,0.0004143508066691,0.9999999998461018,0.999986871406294,4.0,-0.2177333411258184,39.48752821136493,30.567436766287948,0.1593756456608762,0.2091823616946495,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995841632,0.0006705501073504,0.0004239285697318,0.9999999998594168,0.9999860014309376,0.0,-0.1546827279403728,31.077530987422094,24.14735941332553,0.3154742025927147,0.3175029650716854,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995092936,0.0007026744532179,0.0004477521881397,0.9999999998450212,0.9999880577320862,2.0,0.1305832718425529,31.582665455011146,25.477509145580257,0.4026106127470837,0.3654043962827988,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995758242,0.0006686654616474,0.0004182339354672,0.9999999998513354,0.9999852105478207,1.0,-0.2608933367879604,34.446364162146736,25.4825901482116,0.2237652620824975,0.2571578507723736,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999506962,0.000696081371725,0.0004413607597048,0.9999999998219908,0.9999878204670404,0.0,-0.0587951416036416,35.8027254622417,27.3197389817888,0.2552686102732249,0.3671828676579868,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995314652,0.0006930669499401,0.000436854293335,0.999999999830683,0.9999862386964528,3.0,-0.0238331956231083,33.106454697879805,25.4998215927926,0.3592619705767536,0.4146117480051768,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995589904,0.0006806508320668,0.0004169048607423,0.9999999998495864,0.9999880577320862,1.0,-0.0127741281136888,31.282747036062133,25.136892131343515,0.3389198314811441,0.3000104956464084,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996617588,0.0005817653671293,0.0003806060672845,0.9999999998821376,0.9999871877599764,2.0,-0.169614895422334,36.87240999897057,28.000993626289475,0.232903688485994,0.302780315058812,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99999999960185,0.000645851023519,0.0004123494756465,0.999999999860504,0.999982679710557,4.0,-0.0408949463614594,31.727278610040507,24.39131515609333,0.3316158268215463,0.3870632568643692,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999991247231,0.0009538318815803,0.0006331007726707,0.9999999996069374,0.999980227952722,2.0,-0.1224124415314653,33.24644711015131,26.1674952299879,0.2533152845767501,0.2800065069016916,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998770214,0.001121511389399,0.0007499514448327,0.9999999994413732,0.9999855269020282,0.0,0.0069322096629909,32.55650465814725,25.305176292764365,0.4036421953153532,0.3492060164969574,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999987798016,0.0011248915453999,0.0007015568419471,0.9999999994606072,0.9999872668483812,3.0,-0.0860393856688499,33.32286109611411,26.54635509784041,0.2311263585956823,0.2976653391242024,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999981206784,0.0013896384946777,0.0008593234299582,0.999999999137384,0.9999829169741205,4.0,-0.0337366806583616,33.118753245841305,26.16311881070328,0.31962784841936,0.3540629182082798,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999986361722,0.0012082539125442,0.0007876302505026,0.9999999993676262,0.9999841823959548,1.0,-0.3190340963288016,33.9803494610442,27.731367556704257,0.1282021754446108,0.1822494398805364,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996029872,0.0006264954051459,0.0003969580538937,0.9999999998609828,0.999985922344647,4.0,-0.3584683190930491,39.98385451663889,31.374815165186224,0.0785217629010892,0.1530089629018252,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995581706,0.0006701004536741,0.0004281671017953,0.9999999998477044,0.9999868714042176,3.0,0.075554108088869,31.778387294541705,23.91281849284757,0.4503918633738079,0.4702653360546862,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995065936,0.0007097668395336,0.0004397838950044,0.999999999831479,0.999985289636382,2.0,-0.1136524811572619,34.79035652904697,26.43632776340303,0.2890641403772214,0.3857032658812086,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996184344,0.0006359113587773,0.0004039332744396,0.9999999998734532,0.9999837869500834,1.0,-0.1752999264057981,33.03354693419298,26.035481633109104,0.2379596207237302,0.3069350063556859,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994403416,0.0007666719410683,0.0004481340513908,0.9999999998021324,0.9999834705952751,0.0,0.234980375691809,27.17138187762236,20.80439587491308,0.5224273950363987,0.5386565074822144,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995912798,0.0006649339695071,0.0004063311137053,0.9999999998572776,0.999982679710557,0.0,-0.3747871737544508,33.7333206842593,26.3201038943283,0.1730408428608239,0.2461205837525826,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995068012,0.0007215101046152,0.0004558105264836,0.9999999998335604,0.9999810188391168,4.0,0.0660419923602139,29.747045662895925,24.07012674317728,0.3821662334426929,0.3862619054344774,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999507736,0.0007236079978323,0.000449252650252,0.9999999998282636,0.999986871406294,1.0,0.0624060649805481,28.982466216267984,23.21625006741616,0.4155060085105071,0.3916605008616101,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999545114,0.0006630918178298,0.0004388102744391,0.999999999848415,0.9999822842666558,2.0,-0.020796810782103,36.202599229237855,26.42485889646608,0.308779051013237,0.4118804607862207,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995755512,0.0006497684366982,0.0004173994938035,0.9999999998546418,0.999985368724937,3.0,-0.0937015672504673,35.7940570418826,27.59831149061147,0.3051956064087055,0.3417593318881577,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981189228,0.0013644116018522,0.0008847406176887,0.9999999991489918,0.999985289636382,1.0,0.1232304399906574,32.60937864477006,25.50504768365472,0.4370066619368896,0.4526891938780703,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999988578928,0.001074181212218,0.0006878806813931,0.9999999994794344,0.9999887695251096,3.0,0.0393284912586345,32.615061195011734,26.695899171308337,0.3884357201214475,0.3844260550522571,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999013936,0.0009726225136775,0.0006102723479263,0.99999999954432,0.9999808606673172,4.0,0.0337904625679452,35.04965372343671,26.96372697406068,0.3880995743487683,0.4165088028223201,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999991586518,0.0009420805235803,0.0006271679682451,0.9999999996219342,0.9999855268997389,2.0,-0.0621138341522826,31.72943438651688,25.076617201912377,0.2991752528371578,0.2542979496635339,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982155512,0.0013793477926,0.0008551956840089,0.9999999991771878,0.999984103307306,0.0,-0.4401229154006045,36.06798644494844,29.52779623562374,0.0897370344785682,0.1542716206229336,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994590172,0.0007474127843018,0.000445462290846,0.9999999997985596,0.999987662290312,1.0,0.0183428979411716,31.845900731447124,24.7839391588079,0.3714045991722307,0.4045676146809324,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995249976,0.0007002866937676,0.0004223604061976,0.9999999998325751,0.999987425025172,4.0,-0.0327476383299518,32.533700510630176,26.480079346348845,0.3003670870327756,0.3052105149477656,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996014723,0.0006391412119362,0.0004191506226867,0.9999999998710906,0.9999810979340144,0.0,-0.0228763559671421,33.01951360834797,25.394997241831675,0.3247350666531012,0.3273841700973441,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994638132,0.000741335942417,0.0004332425442869,0.9999999998109594,0.999983786952648,2.0,-0.0726686810471592,33.89847718854486,28.353662055212546,0.2562025386926319,0.2629457820524266,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996068596,0.0006427267113129,0.0003947003303489,0.9999999998719248,0.999982600619037,3.0,-0.2435340722995682,34.48048419483741,27.70148214278436,0.2086830810160698,0.2754169248119519,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995247756,0.0007034111325909,0.0004193312462312,0.9999999998349184,0.999986950494724,1.0,-0.1115160974162514,33.42783350167098,25.80442876205532,0.2626357072703449,0.2362942713291958,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995258562,0.0006990640651684,0.0004216734582163,0.9999999998300512,0.999986950494724,2.0,-0.4271150244220738,37.73653392684157,29.908138220343304,0.1490135407857795,0.2188200386610628,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996213608,0.0006377355716403,0.0004207388868159,0.9999999998792674,0.999987425023183,0.0,0.0761430978689865,27.352719705922578,21.42582030579006,0.4877171156928582,0.5125263706298365,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996157746,0.0006294469778937,0.0004103024013093,0.9999999998644516,0.9999860805216508,4.0,-0.2022221696624526,35.29386952993,27.55186764014167,0.1816430104916823,0.2519888332034311,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999582331,0.0006636257707445,0.0004231784748643,0.9999999998534138,0.999981414289523,3.0,-0.1379625805348785,32.89051750656957,25.06151472718988,0.2554415690715134,0.3458155790942547,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999182277,0.0009414371832957,0.0006089065707846,0.9999999996403216,0.9999845778391052,0.0,-0.0446869871849282,28.82891695802805,22.723215443752483,0.3632689939496656,0.3977897074778055,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999990509032,0.0009903881229711,0.0006244832586391,0.9999999995709444,0.9999820470002404,1.0,-0.1491722391521222,34.52149170391167,26.94038488940884,0.2247614164832727,0.3075922000635635,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999987669668,0.0011323587444789,0.0006884364501175,0.9999999994404548,0.9999864759640504,2.0,-0.1711526528468758,34.37128428348344,26.96756121738461,0.2140863399469857,0.1831177354632626,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999983286194,0.0012800790540409,0.0008192424819679,0.9999999992513144,0.9999810979310244,3.0,-0.0159962329685066,35.441859312384246,27.73295480926673,0.3014629219530734,0.3725303961387723,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999985221876,0.0012421976654911,0.0007662395933576,0.999999999331578,0.9999836287752816,4.0,0.0034855179115007,31.46322615377497,25.21379655419013,0.3982009804199919,0.4163054545991496,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994453426,0.0007481866303512,0.0004402889804278,0.9999999998092663,0.9999868714042176,2.0,0.0604502632682244,32.622602497838834,25.17047003559623,0.3650969053545631,0.4300797652824392,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995569978,0.0006778817307713,0.0004244080727575,0.9999999998537537,0.9999859223401936,3.0,0.051109042104234,31.13502086575525,24.88739391047591,0.3762041075330946,0.3754703220925234,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994954542,0.000728223555152,0.0004373945009012,0.9999999998267256,0.9999832333317556,4.0,0.1007908398211343,29.448821569775227,22.37639410531407,0.4261868160270256,0.4114838060560984,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996099456,0.0006512449474842,0.000407332474238,0.9999999998628816,0.999988769526886,0.0,-0.323982624778879,32.64215251728576,26.428685051218167,0.2240992335062286,0.2854369038693065,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996141008,0.0006450330864529,0.0004235234017931,0.9999999998718756,0.999982679710557,1.0,-0.3200504132454445,33.0278291021395,26.57142520443525,0.1655069185564953,0.2382809015591885,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995754638,0.0006520991402305,0.0004107975801566,0.9999999998528322,0.9999828378853588,0.0,-0.0417892435419662,34.68836316242216,26.60711321275941,0.2877844679272406,0.3754119351806219,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995672496,0.0006717196224793,0.0004289130962772,0.99999999984799,0.9999875832019384,1.0,-0.1491592401920343,33.739427305358326,25.95350080823276,0.3078150419463297,0.3297997408662058,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995113632,0.0007059685578419,0.0004313999426869,0.9999999998313132,0.9999840242186508,2.0,-0.0183511774134736,33.34202732416401,25.49154084485413,0.3381295529343209,0.4033920363601449,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999586455,0.0006510481577021,0.0004138567302952,0.999999999855361,0.9999838660362178,3.0,0.0240401289449001,31.876204847664987,24.97566114423563,0.4367115337850359,0.4450951691163977,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996352752,0.000624948390645,0.0004151571389559,0.9999999998729392,0.9999815724672398,4.0,-0.0814007039398392,30.88450953640628,25.064934108704243,0.3157934781079929,0.3689088067654946,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999990269096,0.0010123151983436,0.0006469429927299,0.999999999550954,0.9999854478111838,1.0,-0.296771756350801,35.21910610153427,28.12035249895618,0.1687978592452727,0.246717535158511,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999194086,0.0009223535711421,0.0005785143583821,0.9999999996531496,0.9999820469974002,0.0,0.0181103009394568,30.03278945181444,23.94012023537454,0.4022135337732822,0.4322957117721502,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999989794832,0.0010206809160934,0.0006239792651242,0.9999999995554768,0.99998347059789,3.0,-0.0077109522103886,33.085613967593495,25.18798261249933,0.3352929201251068,0.3636821613666549,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999981729364,0.0013705536086824,0.0008749404539576,0.9999999991828832,0.9999854478111838,4.0,0.0423587423133089,31.609999727069304,25.82418795350477,0.4123017938506505,0.3650742008738589,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993428657,0.0008252123004916,0.0005291860583229,0.9999999997123868,0.9999873459367798,2.0,0.0285533009912524,31.56085224040733,25.000245925529644,0.4039674301704359,0.3631783883161643,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995256138,0.0007082786967426,0.0004397283388635,0.9999999998377108,0.9999856059882876,4.0,-0.0513044950488086,31.433496885014467,24.39852055141933,0.3618990777603664,0.3229693068496256,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994634396,0.0007584273606451,0.0004744981656698,0.9999999998129327,0.9999831542403672,1.0,-0.2024360712086341,32.54269405028658,24.727912462393668,0.2759759478940762,0.3078683054810532,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995417984,0.0006843545000779,0.000437515930008,0.999999999848078,0.9999793579769276,2.0,-0.1493455045877336,35.211082676224635,26.58695165250332,0.2106042509432022,0.3067574164673732,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995474144,0.0006880555196715,0.0004192566209342,0.999999999837652,0.999985289636382,0.0,-0.0278018649628251,31.78849958903104,25.135136220281623,0.3512866506397767,0.319950042459555,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995022544,0.0006981025646182,0.0004296186084335,0.9999999998224524,0.9999847360163218,3.0,0.0737121710024951,34.11737291815892,27.68287347138291,0.3518028871467437,0.3593599952046961,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995200068,0.0006831652428501,0.0004300714172091,0.9999999998405136,0.9999829169741205,3.0,-0.0440091467272141,35.57769151576915,28.001184451580126,0.2843642991028202,0.3063892321684852,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995471516,0.0006838053779397,0.0004269194142849,0.9999999998459548,0.999983154243032,1.0,-0.0367984542358517,32.80660809298283,24.28585396344142,0.342260843001741,0.3494222474295897,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995075284,0.0006993839928925,0.0004528212949207,0.999999999815416,0.9999809397562224,2.0,-0.0746692223013312,35.89615283502667,27.662912991156645,0.221909924217932,0.2176591591755917,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995501831,0.0006750953921135,0.0004178357063195,0.999999999845084,0.9999848941935132,0.0,0.1037638308113731,31.665579060066094,24.01042174404408,0.4110938725255056,0.4336070960734664,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996134892,0.0006249072527014,0.0003951876270046,0.9999999998682736,0.9999852896317284,4.0,-0.0419725657768543,34.0854847379408,26.58488534154064,0.3025257366722115,0.3196683462094912,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999986198416,0.0012090828865325,0.0007481468997086,0.9999999993616144,0.9999783298190444,3.0,-0.1588898738095525,32.82516642511939,25.64664293022624,0.2772111402923109,0.3178564682381972,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999989267858,0.0010714975713609,0.0006842879233612,0.9999999995191392,0.9999837869500834,1.0,-0.1799462821183288,32.17803740290326,25.87244411374376,0.2810186112088147,0.2784756987233956,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999991727,0.0009143658005432,0.0005865015420067,0.999999999631338,0.9999821260862244,4.0,0.0362195879995309,32.85327832866913,24.63018912761998,0.3570703749643056,0.3888955953527981,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999990714116,0.0009812675107577,0.000623362123911,0.9999999995982828,0.9999830751489474,2.0,-0.089346014056155,33.298431404078784,25.30025313479854,0.3051415994625112,0.3507118457873868,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999983851198,0.0012712924978099,0.0007580463609045,0.9999999992737972,0.9999877413786792,0.0,0.0880979872539436,32.645697121023176,26.28932254917081,0.4060175254184659,0.429065491849539,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9727792981114778,5.385082798909725,0.8218941599676878,0.9862957458421237,0.9904771720336544,2.0,0.0137531530237523,29.92073224417443,23.58658335257359,0.4088280376100638,0.4229584433187047,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9739872877428088,5.153211630243223,0.6549564287358937,0.9869079429997684,0.992469601460308,1.0,-0.0300907246193484,33.385428502597264,26.767806196969254,0.3052731632093566,0.3347047591669809,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.994239552874604,2.354952068482392,0.3393286443744124,0.9971156167109656,0.9927160848212468,0.0,-0.0397147223434564,36.40955865291195,28.41850622456261,0.3267756243662437,0.3281905964269089,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.997282883484713,1.6572909104139304,0.2622675775547542,0.9986405177452492,0.997856540644273,4.0,-0.1493859343249512,35.82846542084884,27.169930552019657,0.2649837297186879,0.3292505658148334,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9819741110501504,4.408152804831796,0.661350064506167,0.9909460687929386,0.989676886135427,3.0,-0.2366247189099906,32.39465558936009,24.237293241223817,0.2247961837098376,0.294759710815243,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9837609718927016,4.175826774145853,0.5983874952460839,0.991847252407394,0.9918934923722642,2.0,-0.0788006993808874,30.68921802396751,24.91364026793598,0.3769088591197025,0.3899203409079056,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9743699610090438,5.178774643293011,0.6905493656242068,0.9871017988016773,0.99253048298667,4.0,-0.2062448170817798,34.27227514997312,27.391459294419896,0.1983142682658709,0.2243102972465289,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9815946214517842,4.416470044341529,0.6787296751380669,0.9907545718592076,0.9897016156407314,3.0,-0.1415254590694457,32.59165860744345,24.742857091347588,0.2719306859886424,0.2643772860461644,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9836607200761516,4.088348466160049,0.5540911005514078,0.9917967131998412,0.9933151709853208,1.0,-0.3725352167704221,37.36279644275219,29.100713976469688,0.1415733828203224,0.1792792935237157,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9849600016834936,3.979301544810943,0.6093359917656658,0.9924515111104032,0.9925546529299832,0.0,-0.3278858867097081,35.57779997599697,27.316647894035505,0.2210727286902973,0.2546206406593158,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9832279122591334,4.214636180735831,0.5681595838259369,0.9915784953892594,0.990627822611984,3.0,-0.4162515241494182,36.33184387072698,29.212121338125502,0.0763141387823023,0.0728165784274826,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9743318246814616,5.2199248722587015,0.718453234552892,0.9870824812895967,0.990942831041092,2.0,-0.389459241543681,35.807166123713046,29.48421066980364,0.0944480434543609,0.1061176940314627,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9823361316329372,4.276092515893064,0.6813122682694027,0.9911287160660378,0.9896253544170776,0.0,-0.125845166373171,33.86664638333192,27.28074580149538,0.2054963975903011,0.1915796875811359,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9737202064643194,5.24939880472059,0.7613581988909759,0.9867726215487584,0.9904835021301732,1.0,-0.0826859224999432,32.37569898761539,26.503448790586155,0.2551183700374583,0.2927236281506802,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9848875167711428,3.9508377534242136,0.5771594035181864,0.9924149923760436,0.9930908263749316,4.0,-0.0366134902935628,32.78487965582837,25.826968810951733,0.3551600919782817,0.408808003034551,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9712483746156838,5.409835427437075,0.861817068040373,0.9855193426970188,0.9895206754540328,4.0,-0.4054359050294898,39.239629819073485,32.70988170246295,0.0303186840139309,0.037982787606939,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9835096577242386,4.0832725103578,0.5467812069458071,0.9917205543346536,0.9930519818474706,3.0,-0.1304798063125181,35.7044880250659,28.299315842322567,0.2391337988709961,0.3051678176528767,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9839567784712716,4.0504347521967885,0.5112288060287011,0.9919459555484592,0.993781344378962,1.0,-0.0416154611869834,33.52372779063974,26.7667187277318,0.3067092973571745,0.3305258628789697,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9836316816207424,4.102272195100024,0.5706389808665061,0.9917820737826408,0.9927795516107626,0.0,-0.0107389442247571,32.64602320661611,24.3408091288051,0.3466017172865443,0.4263597647181237,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.96882032743846,5.658492833240221,0.9835184063683536,0.984286710095532,0.9856559804516312,2.0,-0.0254089985588359,32.88171897208193,24.65403629691847,0.3517645857392896,0.3134964373272315,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.984054000462112,4.081382089464688,0.5903809297240381,0.9919949600280664,0.9901690992029348,0.0,-0.11707877041109,33.25957652643325,24.886530744069944,0.2852313256728875,0.3052549826975732,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9859286862697236,3.847379300567429,0.4932413951116586,0.9929394173221024,0.9947624394194275,1.0,-0.3598451131537306,35.636151463844506,27.948942540091767,0.1534505453560401,0.2138445313286117,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9835490812723158,4.241294156873979,0.6160361763569792,0.991740430479267,0.9899267924722436,2.0,-0.3636606718342849,31.600689738299863,25.091262036483023,0.2344793392477762,0.2445228087602221,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9833639115606326,4.117037892624582,0.4956493976404076,0.99164707015369,0.9924023709546436,3.0,-0.1014979292860818,34.7151742164965,27.89610679266812,0.2808104239054194,0.342875435287088,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.98398836186823,4.0758951620934285,0.5987876692286759,0.9919618753191848,0.9899656226322836,4.0,-0.2781194557685897,36.113475512846186,28.640314929102107,0.1776089335172766,0.1934129602360967,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9735202089694076,5.338344720268586,0.7816705683758213,0.9866712771183735,0.991657891225195,4.0,-0.1576640427511977,31.24588692010627,25.606240698710657,0.3187282278408589,0.3156977783074275,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9690831166404782,5.607687346244616,0.8895850163086821,0.9844201932326452,0.9867003134236516,3.0,0.0263104103802739,32.775011374391426,25.04348201580624,0.3622520870779492,0.3997271202653107,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9822053346254324,4.403458179524999,0.658761864335942,0.9910627299951452,0.9895664908636818,2.0,-0.2070096315136957,31.09061503849855,23.90166689424888,0.3277646352791891,0.4160780446861454,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9805850851711934,4.464404782685735,0.7427483908741378,0.9902449622832816,0.9891361610490128,1.0,-0.4906746289206893,39.57816682728128,32.65058917132548,0.1618110233371605,0.1699928108157261,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9827877347613224,4.143937082396803,0.6282999970837948,0.9913565125473328,0.9923279220913548,0.0,-0.4643028308379422,41.30741367093012,33.19403014304636,0.087079479622166,0.1380001574437002,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9963324399636392,1.94702519064838,0.2468822583823171,0.998164535613669,0.9933438918106212,0.0,-0.2485267980001266,35.814974135920664,27.000923633649844,0.239142441247296,0.3106850120339444,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.981123022307138,4.385489673801253,0.6907950520221843,0.9905165432968516,0.9904742864773588,1.0,-0.2836055622379623,37.46093684204119,29.360645250480736,0.1966005812757995,0.2421456422069529,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9829329280952877,4.2322811092420585,0.5986411617866494,0.991429739455655,0.9898631437078812,2.0,-0.0203284886842163,31.49138194569871,23.36858010080837,0.3499654596337782,0.4213768820883631,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9731834632753172,5.216570742790322,0.7036652118199441,0.9865006150688456,0.9908248580948962,3.0,-0.0990418576873668,34.96911783266911,26.990353848732653,0.259556984424201,0.2675167928469933,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9854867956664078,3.9071142381554376,0.5193762525116397,0.9927168759755706,0.9933933113225866,4.0,-0.0882578572659982,32.13769352857041,23.82360609162421,0.3391631166396187,0.3997334137654952,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9719660428723156,5.406610692435507,0.7592749127907676,0.9858833820877528,0.9890036921615176,2.0,-0.027802184127099,32.03419349100029,25.021769983684,0.3642170446369434,0.3476887393982811,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9967097242613612,1.83561296455573,0.2122540394273638,0.9983535067871552,0.9962225637554524,3.0,-0.3633888562875516,36.59215114590208,29.572702902571937,0.1540812619760829,0.2004953742580383,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9717974718562312,5.480714248687709,0.8427455627243068,0.9857978860185684,0.9870221522237352,4.0,0.0177727412857823,29.808778041379064,22.696331813317048,0.3503236109311327,0.4704666148905356,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.970149783425782,5.641915469647633,0.9538873668109454,0.984961818347533,0.9868713359969016,0.0,-0.5726278272302334,37.34909910446368,28.529467217026287,0.0553655907314952,0.0196680362992297,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.981240633463726,4.285013306076555,0.698460571955112,0.9905759101774222,0.9886307727087476,1.0,-0.2309478258881869,38.73205772088029,29.99466599990802,0.1442877549303273,0.1733809816773085,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9981127124196622,1.4060705445712824,0.1572429133505211,0.9990559106229112,0.998386273995026,4.0,-0.5246796641461118,37.9931992164715,30.690799838861484,0.0378587968060261,0.1026175208125282,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.972354534404182,5.363796115722807,0.7854043709520178,0.9860803894890532,0.9905158441430418,2.0,-0.1945769682875373,34.69374637528243,26.80922677875208,0.1569178219512916,0.1310957531556453,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9710416868614712,5.634842471397204,0.9482490961211264,0.9854144747471092,0.9867166085101532,3.0,-0.4199884085127581,33.030083079379374,26.00063470761632,0.271100671571382,0.2691855585915369,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9689452162520452,5.545066997822653,0.8378996661438384,0.984350149269964,0.9883979028068068,0.0,-0.0158485629487357,34.86644247762848,26.20489152358427,0.3495781620288556,0.367981360613033,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9674963114091396,5.662156989902355,0.9911619646016144,0.9836139037164716,0.9861821566778528,1.0,0.0188782702460167,34.60075728875287,28.07994388889309,0.3046709468999576,0.3232954093996593,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9828586767608304,4.186630094592109,0.5380057041024826,0.9913922921854954,0.9904431082245287,3.0,-0.0887485692261376,34.12055540237096,25.44662096475421,0.3267650094207059,0.3806767496716287,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.98366875658642,4.025782418601857,0.5206466029073683,0.9918007646776154,0.9945638441881902,0.0,0.0992627151656087,32.89760665955986,26.030438710040503,0.3960545955010202,0.427848739178698,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9822738921706992,4.203134388068837,0.6352991566239268,0.9910973173092812,0.9908635194099948,2.0,-0.1776770967337371,37.06678580753278,29.76128942709261,0.2055306199157749,0.1761507945225484,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.995387184442642,2.13552962971204,0.3521004505322155,0.9976909264279032,0.9929330202272072,4.0,0.0326980428201177,34.30279899467918,26.822949393414174,0.3023090494813116,0.3198362721988415,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9842063730310452,4.02344380207739,0.5756001463936838,0.9920717581134644,0.9912482795439744,1.0,-0.068076144542392,33.79902246224558,25.800179458441143,0.3467051918397924,0.4084048789183305,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.968496089320202,5.682054507489277,1.023351548004498,0.9841219891368078,0.9854237119954496,3.0,-0.0727956208231008,33.72673655701695,26.96080885855288,0.2670267513445467,0.2341901708638838,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.969442894441524,5.679245147863626,1.013230781442719,0.9846029121645248,0.9860302220392252,2.0,-0.2900483466666324,34.92103992404447,26.42543309043757,0.1988595271492486,0.2231306512281495,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.981609360825094,4.253733165104084,0.6627927467911671,0.9907620103023076,0.9895396575596715,4.0,-0.339586938844661,40.71919103817146,31.25453327934788,0.1796187100239001,0.2093041562173956,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9830120778565736,4.209322689187186,0.5761628759912325,0.991469655623138,0.9899477477946204,1.0,-0.4898843116223021,38.29555178498028,31.041699138088017,0.0662595021276658,0.1267540593061359,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9982407801505132,1.3303654181187603,0.2274599038179645,0.9991200029811692,0.996653435252979,0.0,-0.1323519074765557,35.99852535167766,27.753600636604624,0.2912625648003167,0.3284477330698401,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9963651005653126,1.8969148453364617,0.249467539862833,0.9981808958058056,0.9951453213014936,1.0,-0.2376396105895282,38.57606956400212,31.05413948091845,0.1874680274992884,0.2033081793162245,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.985258347641522,3.852365808293066,0.4966268510100794,0.9926018073120304,0.9947028016303426,3.0,-0.0992864417411647,35.376908659485764,28.69293865819217,0.2226423076768237,0.2104710778787376,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9817695696626308,4.381497162296401,0.6766197754077735,0.9908428582769204,0.9906334815078984,4.0,-0.1383924890408683,32.74856649301025,26.99589262539712,0.2623049009395853,0.3455828720287597,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9798054988200608,4.438323063299859,0.717260537548994,0.9898512509329704,0.9885622200366267,0.0,-0.08564450520396,36.84836468679848,27.554597429683824,0.2706873066334747,0.3195419677400503,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9826266163811488,4.1761966200796525,0.6033018408683622,0.9912752476687436,0.9915630386642872,2.0,-0.1454664205490965,36.15596584494286,27.28409202376608,0.263343972999116,0.3349583600162931,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9854464249323444,3.853338161650032,0.425555845908004,0.9926965423343298,0.9937469393742948,2.0,-0.0959728764112166,34.37989355662686,27.00001933011428,0.306996326470453,0.355421212946989,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9697938402105888,5.682054507763191,1.0233763487809189,0.98478111294509,0.9857819531863076,0.0,-0.1192177629644481,31.47789619716853,25.254489434375994,0.3044449784489578,0.3615954998477627,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9729438601096808,5.312659883517751,0.7528837579783836,0.9863791666144875,0.9918796422405132,4.0,-0.3296644616922213,36.24559621168775,28.17462805789648,0.1605273210417317,0.1446893366998246,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9804653111773876,4.438322896870731,0.716943752421823,0.990184483518128,0.9888006193454468,3.0,-0.0434859657944386,34.40288136658316,26.99169472475629,0.3034250013983838,0.3312097237827454,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9810599991716664,4.407780790234329,0.677077206592743,0.9904847294982966,0.9896017478905638,1.0,0.0525215222087415,31.810841116425223,24.725460747186087,0.382031787740278,0.44871956378753,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9837450716414964,3.984912616970732,0.5327113384761646,0.991839236912908,0.9915398649628429,0.0,0.0019328690529332,35.148811118805774,26.95269633229773,0.3398581510350306,0.3133733896959043,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9824868886475506,4.231643352358481,0.6288915487016666,0.9912047663842634,0.9899960978535072,1.0,-0.0976597169036463,34.45359916168882,27.15179724389731,0.2127215616272845,0.2468132897372252,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9827711136528312,4.253733153418651,0.6627703858298604,0.9913481294933384,0.9897524365396576,2.0,-0.4376422037268763,36.7197267595076,29.551708091345954,0.1313109477930071,0.2371394237370311,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.968610077589367,5.682326030665718,1.0276662963288712,0.9841799011153012,0.9854964342691592,3.0,-0.1419327095927038,34.733775686065,29.25807322307889,0.1776680643331945,0.1754768968424536,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9947331283383836,2.3612109467986424,0.4056204904499235,0.9973630875952022,0.9939366662110286,4.0,-0.3500125326797716,35.42826240029072,26.72509124833004,0.2385557633668677,0.266437166621653,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9728228038974996,5.356355907951705,0.7796429676333941,0.9863178007348452,0.990114877822261,2.0,-0.3591720538101024,35.879518383392586,29.21701116612219,0.1889662724404787,0.1885334947054844,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.994626798375642,2.346087862194495,0.3524529222562184,0.997309780637028,0.9928991107450718,0.0,-0.3127199750219189,37.3796600156825,29.852401156681044,0.1162945905533306,0.2232064612400288,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9682578608552171,5.658792395712357,0.9723465525171296,0.9840009456243533,0.9859051636317872,1.0,-0.1060070081774684,35.286811370842,28.05913743542936,0.2945697659709082,0.3448047860651224,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9813559603209042,4.289850710161358,0.7060083043810866,0.9906341204166172,0.9889069756072152,4.0,-0.1369895478550835,37.270616290694704,31.300249118375923,0.1499570552267795,0.1517478081667038,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9840521842764804,4.052455815526891,0.5611105611157182,0.9919940445793484,0.9904405592738024,3.0,-0.2398924828894133,36.11794717230679,28.21141244371129,0.2257956053641866,0.2572208230646205,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9825622817586008,4.236414436826202,0.6131107306049224,0.9912427966982728,0.9896734372121896,4.0,0.0251131075381837,31.993591944686983,25.215639937338963,0.3671965245231797,0.4135661886371071,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9836545998728308,4.1993357438300585,0.6251545075392306,0.9917936277651412,0.9915634540930752,3.0,-0.1739405088960346,31.650639651534046,24.05205532211976,0.2518115156957783,0.2717736392575002,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9843862990731108,4.023443797792088,0.5755846593859233,0.9921624359468768,0.99148739747669,2.0,-0.102690662770055,33.56480425895746,26.056942613675368,0.2283903953560085,0.2941151779362298,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9690897756794076,5.654836159505716,0.98052063400066,0.9844235754333236,0.9856812775542058,1.0,-0.0095240266572416,32.27528190226845,25.324182935857003,0.3377451247534007,0.4043618351937688,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9829862749585072,4.129837911439778,0.5381319986144045,0.9914566431128482,0.9919691840161644,0.0,0.0165798524219618,33.812589950422584,26.30974934672591,0.356453311528624,0.3921683871606708,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9708379677040144,5.617147901158971,0.957287331934495,0.9853111020856802,0.9876862904845628,0.0,-0.1284998748113137,30.774633364982726,23.59491375546039,0.3070555872655203,0.3171163041796114,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9855028816146092,3.950446962849203,0.5724140217384063,0.99272497792707,0.993080371399184,1.0,-0.4895846000609403,35.410063161023885,28.55859426012078,0.1161109770978993,0.1398885425598907,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9846618877688058,3.992844536210608,0.4850659801716302,0.992301309083004,0.9949842132273996,2.0,-0.0506315898496365,32.50721487163819,25.134146028588145,0.2996667954054803,0.2700322745964867,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.983020548582926,4.158554591310118,0.5530112450756635,0.9914739274649568,0.9918959773948836,4.0,-0.0561080573819225,33.98037198271164,26.25780275187787,0.3192439681041952,0.3143890314232632,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.995168824901394,2.2016834853252085,0.2876695772002743,0.9975814879730442,0.9952704964885346,3.0,-0.0153249276021658,34.102469828116135,26.61673962994628,0.2925972105532314,0.3773889863448285,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9807474130177584,4.359324649505675,0.6541740446115304,0.9903269223766044,0.990923973517195,1.0,-0.1296041684189492,36.11067911914611,27.402036084245463,0.2905022367702865,0.3316768557071456,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9843621103757856,4.045692756296862,0.5085804781692971,0.9921502459394168,0.9932154938583494,0.0,-0.3385464898134573,35.65538328723394,28.068746845395285,0.0622605519338997,0.0903647651493117,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9715001976728552,5.474296310578327,0.8301344292009022,0.9856470960692382,0.9870127005440572,2.0,0.0360802432914173,30.12588730237674,23.49676512835225,0.3231058405141167,0.3543537242434624,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9969218889797632,1.7808526994268592,0.2858642637673595,0.99845975844144,0.9959302662005534,3.0,-0.3879384536522279,38.1434442738204,30.37824151424238,0.1299975803938488,0.1365861850932802,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9853814359803869,3.946405289839913,0.5625738606788651,0.9926638082243546,0.9935845299968306,4.0,-0.2378337139557307,33.482598699089564,27.071242145799765,0.2452348540323594,0.2543265850291719,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0921349071618228,30.39544212134044,25.38354830090478,0.3035373241729414,0.2693660120234939,0.0,-0.0265623314092271,33.16538858004433,28.99807728898556,0.1366639499547349,0.0923679475805564,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0900692843202151,31.33259299461327,26.038858892355154,0.3001154516608331,0.2832928357723919,1.0,0.0206674818924679,28.79813887967176,25.35275731887917,0.2166994763769977,0.1078711412133056,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.08803157001538,31.411401241129514,26.43856125347978,0.2967011459721135,0.2639197930377935,2.0,0.0095729499442437,28.72200031209294,24.56298363483116,0.2441201052443086,0.2052719968955258,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1116359424919912,30.25424091359453,25.22377673677973,0.3341196529660436,0.3038477782521692,3.0,-0.0552459256240809,33.24246514234742,27.20248813740507,0.0228730147200572,0.0263903456162374,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0733449274132082,30.273098954411857,25.680888044183337,0.2708226863116401,0.2296711022055916,4.0,0.0846031541352425,33.300886671216915,26.793215566648225,0.3292523979281498,0.293280291291601,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0874280952256105,30.484119272912054,25.67217436627609,0.2956824229328064,0.2536503458442883,0.0,0.0217452260978667,32.44177720646659,27.77261840984502,0.2275373467505099,0.2373892238216107,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1007382253764832,30.07825225287577,25.09620280069463,0.3173928565409415,0.2808596941287586,1.0,-0.0525535371989365,34.1513587445989,28.172025477116364,0.1448017423402343,0.1969465387112012,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0737287282678806,31.44359085404179,26.48230306924673,0.27153034503536,0.2449244189854783,2.0,0.052705312623697,28.91410123878876,24.398810330524142,0.2942428333853533,0.2410570352046542,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1143945303642021,29.5318458763882,24.77350744206623,0.3382226047618738,0.3200458362104633,3.0,-0.068134520249637,36.0796026656191,28.885324055995405,0.0806672766078794,0.0296366757786197,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0873704158635265,29.86516301116365,25.14051778893832,0.295584870844594,0.2794815471169865,4.0,0.0538897856573132,34.58683011286539,28.6252850297565,0.2351056450518756,0.1477807171979953,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1017512527282933,30.19519251542733,25.192800757362058,0.3189847217848162,0.2790940976316591,1.0,-0.0173561969878421,33.52666520447974,28.03735406691328,0.1403145083576193,0.1469218660016359,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0471782579280664,31.281718628809145,26.492877042664944,0.21720556607136,0.1982422790428938,2.0,0.1927210883303078,29.249965146493093,24.526520867021627,0.4893106936942377,0.4824503931494405,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0849367365287757,30.65828249133449,25.821380163869268,0.2914390785978802,0.2615632482409051,3.0,0.0240822671948907,32.00823152338242,27.314705975627,0.1982159759505545,0.1129687932008315,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0726361331653835,29.953677619263143,25.112255391026647,0.2695109147507845,0.2543003398843788,0.0,0.0617589324014871,34.475568421756364,28.94844051284038,0.28767044456626,0.2626828985573036,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0792144920563096,30.18476474599732,25.35350472541981,0.2814506920591928,0.2646454843575921,4.0,0.0515833776148789,33.582440907762475,27.38234461182228,0.2843051956143632,0.2097542219645915,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0881704915624349,30.89286156580176,25.891286205840384,0.2969351639147197,0.2547194697922176,2.0,0.015604455492555,30.993677394631145,26.462929163000013,0.2022381181011979,0.1731976880360643,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0909071696654254,30.55725177765895,25.75723903748581,0.3015081585476572,0.2676251510275051,3.0,0.0223557358066509,32.20801830781456,26.42776963738607,0.2013788533331001,0.1711553914805768,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0974821890527893,30.64729725919756,25.89986962347165,0.3122213782837759,0.287994993418764,4.0,-0.0039706304557085,31.79711027601133,25.578320241423743,0.1570505563593689,0.0492394776616479,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1218004009716471,29.7682770083804,24.671993552762096,0.3489991417975852,0.3065696240247569,0.0,-0.1110106934831802,35.369373796669265,29.35949617288475,-0.0157561599278883,0.0039581097163741,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0717693130642218,30.107084412383426,25.269867708129464,0.2678979527183482,0.22736174738371,1.0,0.0781376397952366,33.78677662021824,28.11994926585052,0.3096376165156047,0.306995227004543,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1025729670945247,30.64845012329868,25.741600363790308,0.3202701470620753,0.2940057495746344,4.0,-0.0372925337160219,31.813136680449965,25.786467355551384,0.143390173438045,0.0661182605664956,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.111358986287169,30.1776234670801,25.14961420912332,0.333704938967063,0.2742610939905051,2.0,-0.0536364463560199,33.60988345596617,28.50674351140246,0.0588721019312375,0.163989991359312,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1177799902465862,29.521709652531023,24.65622387433164,0.343190894770693,0.3127671374008603,3.0,-0.0712532114990651,36.1735772174779,30.17431049686526,-0.0027345728297184,-0.0110864158912322,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0760761841430064,30.22178635670005,25.369668191678983,0.275819114910812,0.248025822482156,0.0,0.0938480850708868,33.219380640862056,28.119003784997386,0.3092087653709763,0.2815137645654877,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0858828663745628,30.677057225248795,25.69400755930122,0.2930577867603532,0.2761742836522246,1.0,0.0490761604301247,31.509731663086832,26.040685424652576,0.2613785831060841,0.2001975902341143,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0828684927885077,31.502013630057064,26.35405012286298,0.2878688812558179,0.2789093539897811,0.0,0.0523567598123418,28.15698278337167,24.03394932093152,0.2386774293450454,0.127296658473989,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1078288533218071,30.6670442984278,25.42629126825291,0.3283730398911579,0.2841184317122233,1.0,-0.0622292733760057,31.794060216045,27.226830725752905,0.033320497768163,0.0568237519553683,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0697024975751674,31.43228288392261,26.5297505623946,0.2640123057406643,0.2391982644259372,2.0,0.0882827105967293,28.664027080702084,24.30931538098561,0.3471363651724197,0.3050287563987,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.078539071934864,30.82193140136709,25.95875228563305,0.2802482327145099,0.2606270321694982,4.0,0.0487681453593923,31.56130044291285,26.16239163500921,0.2217591167342051,0.1983105166583273,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0645105305918106,31.732430920283026,26.90861646116582,0.2539892332352766,0.2381471000539931,3.0,0.12301982920646,27.385951460515308,23.3347031884828,0.3748874503739085,0.2874986224364831,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1055205877724705,30.8489243612782,26.002128748718697,0.3248393260943489,0.3051237833290075,4.0,-0.0560910416044406,30.96683590192844,25.05018027129861,0.0585025962010293,0.0454795395813878,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.072591897788847,31.068716162716893,25.981867119134865,0.2694288362371738,0.2544406227158707,3.0,0.1100074427066655,29.939438502101847,25.59792633892685,0.3393934713632578,0.2406104511983049,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.088083884515604,30.419894067514345,25.10281786866136,0.2967892931399054,0.2772498966460716,2.0,-0.0060780691653059,32.94651265587396,28.34943201117,0.1780835499563217,0.0611428150240644,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0752108667617931,31.10442551959561,26.12153225964648,0.274245996809499,0.2343482961973644,1.0,0.0624192814305554,30.315560729322584,26.00092979888056,0.309601805509567,0.273067961356629,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0858454393934106,30.153227594914128,25.304635521290965,0.2929939238289497,0.2630634389744691,0.0,0.0482277450056344,33.710372181419174,28.403593188463404,0.2283777739565312,0.1828737177327671,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1086037421931982,30.40629119981109,25.11513773566484,0.3295508188417494,0.2790466561771841,0.0,-0.091594101539252,33.20195944581199,28.31067893673628,0.1067109537684981,0.062681546232765,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0770487178631034,30.442343185754453,25.54027005201865,0.2775765081315963,0.2692083100892044,4.0,0.0761758807734976,32.627548600603376,26.956419781298447,0.3084738613717122,0.1681057453915282,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0969062558579938,30.456100428457567,25.62103579117019,0.3112976965270072,0.2800513063981887,3.0,0.007080905484719,32.471541189364444,26.93878127292633,0.1717114515442225,0.1205241970400077,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0713998955774336,31.161366698271944,26.351352327810552,0.2672075889322685,0.2558604045018197,2.0,0.0993003682574813,29.69698524024765,25.15782094837928,0.347191150568913,0.2307063343937975,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0724899229438541,30.562928244366848,25.7577989475126,0.2692395270952471,0.2310003388477294,1.0,0.0932824652195857,32.11273316763929,27.70240695358526,0.3314593579876209,0.2833706362154191,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0678714705896865,31.01261227767275,26.1378860582832,0.2605215357561951,0.2255014991794394,4.0,0.1226453166043831,30.17133006292164,25.818331390309545,0.389522488703202,0.3405682033759969,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0759167879137975,31.36663951579596,26.26192952402134,0.2755300127399369,0.2238811373647651,0.0,0.0435279644726729,29.30172226027221,25.19338469762688,0.2366825224781364,0.2978754993094124,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0806266984395464,29.437153621928942,24.5576536295593,0.2839484080734318,0.258375391685408,1.0,0.0081965974636425,36.506812054389954,30.68892846774328,0.242428931305196,0.2111355552904793,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.061929820890162,30.56342895354685,25.79235503506464,0.2488570290315677,0.2524595268859131,2.0,0.1092799015836771,32.415772445065315,27.17004663983208,0.3648460965721969,0.2674722116770311,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1131330981499861,29.38755110545053,24.351880894146205,0.336352639584513,0.3075668611852109,3.0,-0.0441071967406392,36.40091368023133,30.649252767915986,0.1143565964775638,0.1051688427650406,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.070495063826025,29.894136389830543,25.34797725024058,0.2655090654435328,0.2349504815868729,0.0,0.0740944417179086,34.910590936022295,29.45917107215901,0.2989015362119757,0.2392634506898249,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0755114686492581,31.613588577364904,26.577578334424803,0.2747935018395736,0.2402776727929346,1.0,0.0776262865564232,27.803818514793004,23.96117687139144,0.2902210120784421,0.2609204552119186,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0978594412245943,30.538873485560664,25.40694228953288,0.3128249370328956,0.2730724038629047,3.0,-0.0111559766344677,32.36065297376565,27.97600176758129,0.1630386079234244,0.1619025416628956,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0849524170304117,31.739447887318605,26.663074310216768,0.2914659792070262,0.2383823470891254,4.0,0.0177346544067353,27.042705996804383,23.466685844690293,0.2224721071898961,0.2830902733289493,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0907228003494944,30.200507108807496,25.22795717392583,0.3012022582153766,0.2596969296445696,2.0,-0.0192975542035909,33.90202679999824,27.62230328165436,0.1798985060705033,0.1872199921243,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1026428780786211,30.254761291442392,25.288699112525872,0.3203792722450062,0.2542991568226736,3.0,-0.0639941196300601,34.0413033105564,28.73891427317301,0.0509753250062586,0.1227730074031836,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0844004457136358,30.87027740599645,25.61420669699353,0.290517548040252,0.2489936234995238,1.0,0.0664579123912761,30.61491938424377,27.09790585279884,0.266385604939054,0.2699971735412759,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0849961128433769,31.00814463038843,26.25153718108388,0.2915409282526775,0.2487475347979109,4.0,-0.0050949570548994,30.73835785295856,25.87796803541682,0.2827830161782506,0.1831106358295944,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1089373381571938,30.81639815922124,25.95401134518637,0.3300565681227674,0.2517018458933737,0.0,-0.119279961699233,31.636655278555644,26.4364190870495,0.0233317778556062,0.1893240286664908,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0862799091961217,30.928643214722737,25.886853370322868,0.2937344195040497,0.2464780210616971,2.0,0.0113120348416519,30.871957104091184,27.022127848363027,0.241582811206999,0.2896742967355717,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1036062711692925,30.58388009688611,25.36784386585161,0.3218792804352363,0.278612695410463,2.0,-0.0412140131988312,32.20304205034728,27.73521770872664,0.128553507140585,0.1209659695745179,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0967159567690573,31.430348452583573,26.41785528691632,0.3109918918136849,0.2790083347579351,1.0,-0.0458656971173259,28.58505102584041,24.193362667785063,0.1788863959069297,0.0826629701476647,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0879173376476835,30.632273444854786,25.78342186214012,0.2965085793983336,0.2605451388591463,0.0,0.0289791687912467,31.86649395866128,27.075466319907576,0.1993790057619885,0.2444465109123508,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0898537516931382,30.78705628876748,25.960170992791653,0.299756153728151,0.265941209687889,4.0,0.0089503510088641,31.36157090801848,25.197316484019,0.1841974217141742,0.1354154877285717,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0908608762770997,30.82578841426136,25.730754889815195,0.3014313790642399,0.2811413426636054,3.0,-0.0716939739227202,32.550479354102215,27.183368529697976,0.0936248741658691,0.114127226135168,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0991033093138518,30.696187698698687,25.880410595735725,0.314806780929225,0.2768868361932808,0.0,-0.025121358838849,31.58548091950436,24.890640906312,0.1509736863700447,0.126508897483512,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1149751656320535,30.42163308798585,25.56092394818832,0.3390798809131276,0.3109781580033437,1.0,-0.1467505620704021,33.336426962528506,27.53447890528661,-0.0258803704837866,0.0012809976461222,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0906369157401489,30.60252932676753,25.50210179519648,0.3010596547959681,0.2632225456042095,2.0,0.0371795641951363,31.79329165460836,27.208521998958545,0.2061237886339282,0.1752996380450767,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0977286436383402,30.69402703143274,25.541894797137623,0.3126158083689832,0.3050815042138626,3.0,-0.0290920904525562,31.86104468624384,27.774884052476995,0.1660490475297961,0.044816668805857,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0929341601527304,30.171361044183328,25.176715524053787,0.3048510458553422,0.2814653527018148,4.0,0.0187359123084202,33.58614210021268,27.963420580891995,0.204658952191644,0.1565782985559055,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.09892626241413,30.54673462010779,25.534213835036912,0.3145254559142155,0.2759439551774362,3.0,-0.0268368090210555,32.40033912679816,27.012599579840533,0.1545337292993842,0.0715296673499227,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0968664582205655,31.174684281274416,26.22066816328769,0.3112337678087931,0.2881955931816181,2.0,-0.042850849837412,29.779217660402143,24.9981476812856,0.1727598586151893,0.1064581578996531,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1022805429463529,30.259329322367307,25.52993122006212,0.319813293894084,0.2881153979026611,4.0,-0.0243209597721265,33.393657338438224,26.47435408820578,0.1175225170054941,0.0847464081011011,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1035591544619992,30.33490962259418,25.29869229245746,0.3218060820876715,0.2855421150456743,0.0,-0.0643016852777171,33.14133512372781,26.92126382826773,0.1396496568643516,0.1014267207196875,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.0969481085184501,30.9003718985036,25.768996109390443,0.3113649121595173,0.2710114966926115,1.0,-0.078179655849135,31.795522340952868,26.90321824902664,0.0329567301542503,0.0674315615004581,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0915979256523166,31.195693436334714,25.847398036752377,0.3026514920784238,0.2811175104246231,2.0,0.0049935915131912,29.65278263073292,26.023651810650616,0.1874148556813984,0.1285002378049684,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1084359403334307,30.59821659423597,25.78625270340411,0.3292961286457762,0.2984324479034921,0.0,-0.0509851117760611,31.91567210738023,25.59786361697049,0.0411619168082478,0.037381197581028,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0893441509218196,30.18362981017081,25.494513925071583,0.2989049195463983,0.2786683877120057,1.0,0.0227998941127733,33.81827835154222,27.880289519151887,0.1991697414830138,0.1009231005895841,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1060647721205126,29.69163932301341,24.9616339314141,0.3256758697323311,0.2860715534383521,3.0,-0.0111166080312763,35.22770361598216,29.17080697787617,0.1246765025979385,0.1575335089917892,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.0702943137032536,30.67670695203226,25.83515610067568,0.2651307483278153,0.2076590925950569,4.0,0.0275156664954882,32.08898935881181,26.055256229753883,0.2811833639964949,0.3744091914239979,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0720010167865198,31.27958300742096,26.445710206608013,0.268330051974569,0.2492129499988397,4.0,0.0933375346496228,29.062088034444795,24.59604984268322,0.3498317789509379,0.257343613164128,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0919432555668131,30.08079438149289,25.072727652595933,0.303221462919412,0.2621708075150064,3.0,0.0254648632884895,34.00597316348648,29.31282646474312,0.1742670730854447,0.1735739686642778,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1084772118241089,30.60389578575432,25.44122412400139,0.3293587889049919,0.2910606111495471,2.0,-0.0919953541646283,31.918433678279968,27.707973075782704,0.031005323930706,0.1080624492663495,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.0804603917436859,30.63746684340748,25.45542995190268,0.2836554102251519,0.2680822291721098,1.0,0.0397962746041273,32.32104352838879,28.306297888341906,0.2144922968189991,0.1261161015201743,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.078053211307927,31.06535872692235,26.308092154426067,0.2793800481673006,0.2433311201928486,0.0,0.064272289515067,30.298892238940475,24.590478935319755,0.2849070878495173,0.221127881085181,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0870182915204211,30.50977763467168,25.45951218829888,0.294988629486467,0.2472819764501767,0.0,0.0356951072184057,32.41781354494124,27.570613396059013,0.2042147250181729,0.2074770183254052,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.076938255995387,30.943688154204867,25.63091007563382,0.2773774612391822,0.2406576843382618,3.0,0.0634918646596139,30.8787726327992,27.150832869793195,0.2555871740915338,0.2624835778262355,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.081284650294547,30.381073462350432,25.770497065124854,0.2851046304489922,0.2451228575750902,2.0,0.0528410975430138,33.04125492060166,27.3787161978852,0.2496771108370566,0.2439464922635837,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0829948906465151,30.70387110844415,25.482508876863555,0.2880883382786442,0.2606573573857629,4.0,-0.05121265275722,32.183441193215444,29.19930871778409,0.2628390778158093,0.2089939339291003,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.0912705712996634,30.973117437850235,25.928816474335253,0.3021101972860868,0.2741369736874849,1.0,0.0311807440020891,30.264640042082025,25.29239639627289,0.1878754150148802,0.1005827525578908,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0968459861619984,30.30816978049401,25.25916054716585,0.3112008775177201,0.294716661854427,0.0,-0.011658556326082,33.308014036247634,27.977958828265443,0.1095831671310427,0.0694204665254407,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0916244168701466,31.135244180662298,26.08627963143005,0.3026952541347517,0.2922935540169622,1.0,-0.0303026836131183,29.99642808052861,25.88787108598764,0.1813981735865276,0.0630362205017794,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1067781132917742,30.153357180272064,25.092906459371576,0.3267692049422618,0.2789963494634322,4.0,-0.0597702032657743,33.929168649230824,28.51024519678753,0.0700148702512678,0.122476933459176,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0756292263990576,31.02395581425932,26.079855648616007,0.2750076842594487,0.2224361654640897,3.0,0.0860827857169096,30.31550673790169,25.93194828445714,0.3032130256434082,0.3852953519611729,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.0885920872888003,30.593612870938102,25.47444222937328,0.2976442293985406,0.2522030569030636,2.0,0.025266199706443,32.16051072859011,27.792920230899927,0.196642270923185,0.1878271575875814,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8886815409756011,10.280741063392028,8.192504602303874,0.97517137690537,0.9594260696744088,1.0,-0.0285670494008341,35.55104342198058,30.54505895365876,0.1618846459203316,0.2218159686781494,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8832545338957625,11.387789257583265,8.9805214593309,0.9713149586503946,0.957513656759531,3.0,-0.0407142727851055,29.75194580957648,25.451174574664147,0.2141760803323657,0.2173410795819244,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8868269633959032,10.975278019653311,8.74949825182516,0.9743249377040808,0.9600202483051052,2.0,-0.0890810147786345,31.746967347946,26.784255167614443,0.1161117222165146,0.1409806693357354,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8887839125373549,11.021847524268749,8.757132061168022,0.9739851511859972,0.9600023433737088,0.0,0.0073037611190257,28.94546387707605,25.128381829719363,0.2228295493718694,0.2254472048334239,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8764725218016756,11.4694078074464,9.403146188885804,0.9754347100016816,0.962624151000008,4.0,-0.03035082906173,29.873312753560207,26.525556451545803,0.2783322107241185,0.2244414254440375,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8921369663561536,10.84666198002778,8.500675355367441,0.9708908999298724,0.9555766840491672,4.0,-0.0637119758899646,30.903179379124246,26.76530336779948,0.2350214077225436,0.219235853321896,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8876336653619303,10.972465930157314,8.717437524700692,0.9726987773355492,0.9575306897564856,0.0,-0.0972596243346535,31.97602486755289,26.371629043477235,0.1439080263697773,0.1555637346325144,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8872523506156487,10.828433806275022,8.82808541586229,0.9744241076288084,0.9545116181309236,1.0,-0.1602234418851629,34.4690657343145,29.35104318577721,0.2159052118523133,0.2235395844563556,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8848064223581089,10.364580847968996,8.14499378444522,0.97638874957635,0.9478785473885636,2.0,0.0275253839475064,32.37327973924725,27.11430339022219,0.2190523235824978,0.2153585345670932,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8807357044400975,11.139631511398171,9.332634265513022,0.978769707839085,0.9734284099188052,3.0,-0.2705960606776969,33.02870304072855,27.82233582076313,0.0179915860999151,-0.0672040662741932,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.888517674682504,10.934763725423773,8.892660622669949,0.9737037275628132,0.964277406268402,4.0,-0.1984180141180487,32.23977218213884,25.36165942484116,0.1784381614118515,0.2205265942497283,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8934289779494835,10.625334252672436,8.409091961781705,0.9738408635394348,0.9556628936641092,3.0,-0.0571289931720424,31.79706866441595,26.744420302382306,0.218088516128196,0.2357588200658088,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8848578604817273,10.883433535439575,8.850885321469615,0.972781073100312,0.9586463985581074,2.0,-0.1576841367652071,34.747655558719494,29.66448035084778,0.2804808087031991,0.2938955646772062,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8851376006662944,11.021499170563033,8.794330957882394,0.9741574303141816,0.9588752073703442,1.0,-0.0087643810020483,31.010265116089457,26.94568621204428,0.2142840709970775,0.2307531139460607,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8824320265555943,11.07027210895386,8.940038811298404,0.9750495750647864,0.9583229696599512,0.0,0.0281739313055113,31.011594031389063,26.60087197198426,0.2230889913910443,0.2030422476832491,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8753878395642005,11.156114950751167,9.399710411020354,0.977117775723778,0.969153384232968,4.0,-0.0769109970963501,32.33660457727883,26.700823684586453,0.063418913518183,-0.0247649742724525,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8864059943251847,11.03727625177788,8.868544665718334,0.9729638277956004,0.9611694323113996,3.0,0.0024879684358507,30.219783086573067,25.797852785663725,0.2343073665314192,0.2439201217089588,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.888217725504169,10.800629244448062,8.825176890461949,0.97545211797355,0.9690627945484086,2.0,-0.2549164064457161,32.85004279089505,26.87318941561649,-0.112396061704128,-0.1132207169914854,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8914705967672539,10.52323599548144,8.37861067127179,0.9754778192419222,0.9554842618670916,1.0,-0.073663968691483,32.339244356215346,26.96292746714033,0.1611215671770969,0.1491837716984456,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8889330718506081,10.51776577787638,8.146970785765662,0.971749409957084,0.9491278087518276,0.0,-0.0213457552821323,32.78409743715244,27.99612384175012,0.1757953600614171,0.1563022145797303,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8889932318756039,10.82748883374143,8.707428166211823,0.9755225698007844,0.9605033626828888,3.0,-0.2283819583940032,33.957521968439735,29.63414647543224,0.0983642741961773,0.1059832391349466,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8868344275173755,10.62170763480355,8.597190754202822,0.9759379140515496,0.9671602420036742,1.0,0.0791639462991267,32.56576837170676,26.97928786944695,0.3216264029941955,0.3581102570683547,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8825604126925438,10.582685839528407,8.319007304413802,0.9771291695930336,0.9519428135599652,4.0,0.0130660508768333,32.64731355282908,28.1285280739815,0.1775605251266203,0.1696834181024479,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8840015532622661,10.91481181260666,8.874790042081981,0.9772187148141928,0.970007171240772,0.0,0.0696388498654733,30.44932004646149,25.842105724105824,0.3595639861559662,0.3602491756296631,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8834796633758564,11.339731975085003,9.037981577005644,0.9724619968925996,0.9578210212696008,2.0,-0.0380365322686357,29.69230966376848,25.794205992314115,0.1707121234823029,0.1552185689645742,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8864411469957638,11.082859590158918,8.837037547404673,0.9724467014246704,0.9589733129175204,3.0,-0.1004905915100309,30.285572755025253,26.24759986966438,0.1266514368314079,0.1407725048576079,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8906024629150048,10.660856184405729,8.514740796056223,0.9734941370039928,0.9607668195070612,2.0,-0.1090422058960995,33.61363770022992,28.73218797417256,0.1234526314483356,0.1628731735858685,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8891810579788717,10.836309499888694,8.788725932317849,0.9740323113033976,0.96056741700171,4.0,-0.0238236143000245,31.18206737040968,25.742404444077224,0.3178855002183943,0.293448946507492,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8848368836120525,10.343523053441931,8.201851449660987,0.9761242362245788,0.9547038538170826,1.0,-0.0310842619497528,34.64812361929136,28.72554943996237,0.0979418300571202,0.0955822694062033,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8813955881177832,10.752096688416673,8.345502452535884,0.970553717115709,0.9478798524345692,0.0,-0.0073758115484419,32.695995456185216,27.28170864747194,0.1759777518086004,0.1716064690064294,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8857263791408274,11.119445012842348,8.997320694043681,0.9732152410913648,0.962418669237792,4.0,-0.0387725680689818,30.07678158616364,25.22093654608199,0.2427029689447554,0.2765029779359759,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8924770085898082,10.612555269199373,8.462080030531949,0.9727544506381436,0.9566747729319368,3.0,-0.0659336776571506,31.67154671728497,26.516022477102386,0.154184181935529,0.1432934510078857,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8825995297341142,11.287252788448033,8.874513759825582,0.9690946781328968,0.956922055899215,2.0,-0.2472680676295533,33.08785778786441,27.890271289281127,0.038470941127671,0.0310417027887253,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8831717022607481,11.088155354118635,8.672977415744278,0.9683207385165286,0.9502505161569452,1.0,0.0909030129160922,29.797806251495068,25.313930107238885,0.3403291816361995,0.3753180729927914,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8860812759317519,10.506809241015768,8.293001990150275,0.9672137338690514,0.94450574852405,0.0,0.0166939889649054,32.63046040646329,27.379251912180383,0.2061594578570386,0.2146113634221055,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8797626613237798,10.819620828323051,8.602087141508031,0.9686655639253756,0.9515413097260568,0.0,-0.0058625830382519,34.329460707803555,27.55206582261369,0.1916097438805473,0.2152438021779542,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8771240418421754,11.051656436189164,8.686087321679176,0.9689488017169924,0.9504076435696868,1.0,-0.1033557214668485,34.21771049886139,29.25390757548883,0.0455425406749884,0.059041634835452,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8799794034478812,11.127404714369847,8.977321689478822,0.9714721971286656,0.9636243466804448,3.0,0.0694391357881197,30.7402812849866,25.709454011689218,0.4076967376493691,0.384454344182659,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.878349916227803,10.939192057235951,8.716508733566373,0.9679140409661736,0.9530959040952958,4.0,0.1216030143334777,32.54118474306186,26.318867900563443,0.3518632862516084,0.3594284396652084,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.88299516956455,11.182260221043032,8.844170564888483,0.9722213788039422,0.9531639234796916,2.0,0.0159064038939401,29.965945097196588,25.380456942649367,0.1877739803030606,0.1551588362526783,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8763396206850953,10.87433550608364,8.478567662508194,0.9715821879284752,0.9508199264236552,2.0,-0.0036747014141274,32.98184022855077,27.900736139893084,0.2875463028509428,0.2647958284474022,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8739759659173549,11.405811305493252,9.192161150546234,0.969328666669631,0.9620366764163812,3.0,0.0438645006448024,31.27562720837881,25.16125239824169,0.2357537902347786,0.2127191984915499,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8784129895116816,11.222845152669016,9.047343744746769,0.9724316448955634,0.9557229211628324,4.0,0.0450951062348684,31.309452255207887,26.44001269206713,0.2991411081224949,0.3090862095028946,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8830877326691722,11.075998923227068,8.629241356577513,0.9669920112258634,0.953601644048308,1.0,-0.0168761667477181,31.777753791229905,26.937353854075603,0.2744822073582422,0.2712201717318068,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8914416424974179,10.679230383794094,8.555240650143157,0.9737754821476764,0.9635768122137154,0.0,-0.0435148711435577,31.968379859912773,27.209165299369765,0.1435528112146823,0.1657320648017762,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8813126494983776,10.960918064613052,8.705005643351587,0.9745372534180792,0.9546914949994008,0.0,0.0922209375266989,30.886755909077976,26.04934479596973,0.3071019195573946,0.3219669999080646,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.887908718725426,10.745751989768108,8.730065217089292,0.975602983909196,0.9655313514241828,4.0,0.001467005662269,32.207844450089205,26.58860948490547,0.1733113648204661,0.1911799181463516,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8761359868901142,11.529564001807165,9.451929931793131,0.9750084752174356,0.9634284181968752,2.0,-0.166587584911199,31.273083826764907,26.52484567410675,0.196020065748844,0.1533569599815802,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.885874481950558,11.020017983882347,8.676794613466258,0.9697479620840253,0.9522873943309486,3.0,-0.0747967061209196,31.82832626490332,26.793146247295144,0.0824650356203553,0.0502072621799551,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8802864324702412,11.080805877302964,9.310686837390143,0.9797719688179624,0.9730266268730272,1.0,-0.2371164826171798,32.04878986127096,26.89861686883894,-0.0814514828198368,-0.1940923235860262,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8827163746097739,11.056358073501375,8.824897363431669,0.975135718687694,0.9557373207566028,2.0,0.0816880035512264,29.975394788599484,25.568154603395985,0.2938970028261461,0.3091444638065383,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8897300668608698,10.7523619539639,8.708932039649572,0.9745635474328602,0.96469000451557,4.0,-0.0561515133644408,31.78883318152661,27.17754450352324,0.0787725937623694,0.0186505923428128,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8808721516097423,11.069056375217338,8.821971128132393,0.9759899369435812,0.9567478972949336,3.0,0.1660551697581209,28.71790079192018,23.995116936806426,0.4358526389614113,0.4463041952511144,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.878170459989791,10.815015073125728,8.831116169527448,0.9775495885288596,0.9616554427488836,0.0,0.1191922285279795,32.706013946707365,28.114288217976924,0.3516315996197943,0.3403140855732005,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.886171958495955,10.776087516310408,8.77529433678312,0.97389404990691,0.9619576582532108,1.0,0.005025148885831,32.509007046272835,26.68267911350909,0.1703233589662137,0.1569550891519718,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8874182826425465,10.993367513250654,8.755459899643101,0.971856945119866,0.9581934966464644,2.0,0.08860900056061,29.11388496271876,24.761537483547272,0.3020706262199882,0.3030812110122602,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8803551160186094,11.040086978253154,9.091091854282393,0.9760201483812644,0.9591151141071824,1.0,0.0831230862130666,31.50824998619267,26.78588366696058,0.3720752864606457,0.4049837828863823,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8877210490391702,11.220448222341489,8.938210392645729,0.9735249980636904,0.9570196328380288,0.0,-0.0533612539667875,27.96803906674805,23.988911495606622,0.1349143699963588,0.1151050698789078,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.883019562810661,10.521122816440574,8.322441535887343,0.9753733850904922,0.9485605329319142,3.0,0.0529543061215961,31.872176468282586,26.481537639153228,0.2432802144555025,0.2526179150496745,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8856094454472034,10.997506529827326,8.81345178177687,0.9746023174944778,0.95464737795897,4.0,0.0333168390555126,30.390407285774344,26.049665341777786,0.2564166646351303,0.2861981743791632,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8867976311462854,11.171367526228575,8.859820906868825,0.97075025713151,0.9579923585291,3.0,-0.0547632791091099,30.22332962248948,25.725017962609527,0.1098963052834509,0.1039514230655026,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8846310549764197,10.962323592416285,8.72290991816358,0.9722818815896884,0.9600205483569476,1.0,-0.0299343589598333,32.220058802454986,27.78704495053677,0.1366883672348943,0.1042528366152676,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8846892900355534,11.125225041314229,9.01818772518236,0.9732453963152498,0.9605437685016164,2.0,-0.1754196930488178,32.88027259144548,28.59067750296128,0.0712925282574281,0.036020868225963,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8763748135219039,11.57400833012376,9.63031483777232,0.9765895872644754,0.9650295005228476,0.0,-0.0623569264892847,27.467325889946625,24.068324402484308,0.1886442497242884,0.0932120583102819,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8865067136590221,11.100925595431985,8.90089047901844,0.9728639774828124,0.9565350414552056,4.0,0.0658289243955897,29.07201501524859,23.790442757370595,0.2631361342126551,0.2068637426017789,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8861776538708376,10.452482935446335,8.37795433419655,0.97566918124096,0.9603494870953242,1.0,-0.0656818573029125,35.92231896408272,30.51301536719597,0.1088565226890047,0.12468321591356,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8857060288360378,10.997720768532696,8.926964195587999,0.9735972342425184,0.9621463829124368,3.0,-0.0120086263434131,31.29157551236042,26.41174953778816,0.2008333242080816,0.2065463063818514,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8889345691150344,11.11614986047543,8.799390288062854,0.974048227325332,0.9563811696261943,4.0,-0.0674480067610272,29.58438604604117,25.62106236758614,0.1564340068773397,0.165337270254931,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8826991360911152,11.18031270925438,8.888403568354388,0.971482518952654,0.9535318612780596,2.0,-0.0219863900628045,30.78564427193811,25.66875721917173,0.1534239082498998,0.1811164883114176,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8803387906232509,11.148129810374272,9.216004226680292,0.9764713894519724,0.969431752427094,0.0,-0.0125802005820647,29.92098915508289,24.91672495679418,0.1756715374687658,0.0232196703391134,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8865656471514122,11.035867677531291,8.853642668933313,0.9737746964230424,0.9619251272791546,0.0,-0.1680604021131209,32.71471212654853,28.97159212306036,0.0817379340881488,0.018525756435857,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8869924492997666,10.69064429226966,8.445815531542184,0.9718879891767108,0.9543972682860506,2.0,0.0216447951241992,32.05684730493179,27.58328686354452,0.2295933156978457,0.2338824649288781,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.883126739696802,10.800968394710813,8.509676444821219,0.9745148329300394,0.9563101216325984,3.0,-0.1011212363016347,34.23463682819721,28.772130762483776,0.061617218968461,0.0506993566587764,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.883889436346046,10.77654643167761,8.561440369975722,0.97599248050229,0.9559316738648472,4.0,-0.0732971044581427,33.52677948962364,28.371830005611063,0.0676172954908322,0.0806445434762298,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8847571793202107,11.148209579252107,8.829539156746646,0.9719137655626476,0.9550555720962344,1.0,0.0408535140897194,29.13071326257269,25.156651808841787,0.2337396910555891,0.2384567084973347,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8733103187152085,11.5720416010518,9.28214911377686,0.9692028627832844,0.9504559066057654,2.0,-0.0956472531711343,32.83104280080263,28.44494843343516,0.2176561776561049,0.2400976037549903,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8775716771671517,11.176336726572822,9.090143162475254,0.9711159177767998,0.9564939602942168,3.0,0.1084260224777683,31.087804008781426,25.56751516857945,0.3337368657813994,0.3225264753584828,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8770229809154315,11.266011984704054,8.867785629498211,0.9680458936898144,0.9554273971620352,4.0,0.0535418792941893,31.341967864988536,26.33893967670288,0.2581415576827925,0.1911680765565007,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8764720254366496,11.28840131610585,9.168271545109208,0.9731801738261704,0.960044499052477,1.0,0.1455672234073397,29.84848701742942,24.17621627612612,0.3934442567975341,0.4380972372174598,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8841111287513128,10.7278953260521,8.428822830505652,0.970376863718707,0.952018350100414,0.0,-0.0761065620131651,34.434995883683605,29.60821725227991,0.1344065924031575,0.1382761363229614,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8868946599404546,11.099033934789803,9.151453647567664,0.9738460748631772,0.9603254439272988,4.0,-0.0223494263150605,29.67131133727077,23.953000333469063,0.2043213331927145,0.2236227917748074,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8716533460292437,11.512523427971372,9.289172312652571,0.9694186985604758,0.9527050557630788,3.0,0.2301831040469842,28.307985073414805,23.369274725569127,0.4918561395135045,0.5559287278683547,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8805078988562676,10.99067627213949,8.75444904049954,0.9715209282670154,0.9521197620109266,1.0,0.0574043074132665,31.251717721104065,26.3445963714626,0.2831677509721463,0.28775367399448,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8772909052219404,10.920352413187754,8.654589091080265,0.9712654718554397,0.9545673709539848,0.0,0.0878774513591414,33.47780400360162,28.418914893577693,0.3037447601775845,0.3337741428633293,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8839956808586918,10.542593392852783,8.506642784953659,0.9699491063290716,0.9577822750784506,2.0,-0.0053975186143375,35.73622606634145,30.156406568346505,0.1828059066084682,0.1918758678182445,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8840334787284523,11.11642903933062,8.945157602342835,0.971763885177346,0.9629228522261574,0.0,-0.161574429919092,30.831272719101424,25.45862515406877,0.0036143007875136,0.0082063561171599,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8792509138355558,10.923441572526007,8.488720353870072,0.9691661149719428,0.9506007691099552,2.0,0.0306139278135628,31.907885141346497,27.23920000817297,0.2050635766364063,0.2082927037737411,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8799503108673292,11.304747790300569,8.92318326217322,0.9702299141405994,0.9538669403289012,3.0,-0.0405445803341701,31.04479750695901,26.23269585661048,0.1459019768828292,0.1499448670602052,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8766920784841944,11.300398895170074,9.1677293945792,0.970052444643041,0.9539489838304503,1.0,0.0156926383878077,31.67514975196806,27.1791444705921,0.2931188926774693,0.3591907890717402,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8748940387818658,11.365345449724934,9.052057151291043,0.968296847365672,0.954655827661928,4.0,0.1535602737222305,29.5938271067931,25.080644995408445,0.4260434300215142,0.4926505837106724,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8571358030307091,12.248057026187269,10.0036127957473,0.9677401565294248,0.9563831642763974,4.0,0.1036248084930248,29.24327529461843,25.237439700211933,0.4017105939940723,0.4246413619415645,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8594565396714126,12.449142164394226,9.687915414391444,0.956848840684066,0.9422685111810256,0.0,-0.0985981319731432,30.82083726331228,26.33346705232432,0.1490471922216765,0.1286018162110771,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8595110283185298,12.037902198663772,9.494320431864532,0.9591331674329344,0.9532421691853012,1.0,-0.0782810585454834,33.48709774271029,28.6106347532673,0.1666160390028292,0.1898050413458845,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8766713791355979,10.956049325892934,8.593758992511857,0.9635552910323666,0.9478286108240422,3.0,-0.1190118218008848,35.97640919758539,30.463825509311786,0.0885981866731613,0.1152726243968832,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8498311572350581,11.7439871363964,9.01591563507192,0.9582875489435292,0.9362309221198928,2.0,-0.0676546649421272,33.78510710844328,28.05152274629548,0.1135514529571164,0.1400662102897269,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8664115874726271,11.654553857549113,9.362768743606162,0.9637248557187104,0.9475195895709512,2.0,-0.0143705783516805,32.82512007149908,27.158486696467687,0.1375350256520581,0.180897738784394,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8562350633960057,12.355912880014849,9.623328450911371,0.9575308671991498,0.944278378388998,4.0,-0.1606189366529506,33.06017656635759,28.74035389641788,0.1362595656200999,0.1448747452949371,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8570701721729734,12.0886687437268,9.49142471179504,0.9579197270110236,0.9469923121142756,3.0,-0.0516682960633301,33.065303787562804,28.167320036821724,0.1767636237387306,0.1699637455685376,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8691870352117582,11.641253751705136,9.30297439003072,0.9647775383076108,0.9539622017587042,1.0,-0.0550206910882442,32.94163315963869,26.86825545239631,0.1686064967311178,0.1770761439717653,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8591690872040842,12.150662172895768,9.778698448515827,0.9620423978210588,0.9514440734777374,0.0,0.0274725297751444,30.339597199576104,25.43477577274364,0.2068140790413966,0.2342046719670691,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8616324586053852,12.113850177036776,9.473143188303846,0.95785579281183,0.9463496586877084,1.0,-0.3208858576620292,33.9917378127568,29.773523978429257,-0.0193106050864921,-0.0040592084549727,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8605582145593784,11.849706929022812,9.116322495327564,0.9568825353710908,0.939248211700767,2.0,-0.0912022981434501,33.80561253382631,29.07187886259731,0.044046776270541,0.0723956196731415,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.86029978408322,12.133995670915311,9.75716225269729,0.9635868271533714,0.9533275159590378,3.0,-0.1288612195088656,31.7348511531158,27.794715710276066,0.2071547317046904,0.2287920405927612,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8632888856248737,11.715551908674808,9.480584239796212,0.9665299259292972,0.9569232484143314,4.0,0.2154870137014835,29.620288543946184,24.54958631261335,0.5038053717602111,0.5499655398622688,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8691955708209209,11.645085221528404,9.26955377494039,0.964388976900615,0.9564504727765882,0.0,-0.0459652819311984,32.81320323588852,28.23818848202368,0.3037432456723319,0.3111586990599141,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8580385760895838,11.903011990150585,9.290211867250376,0.9584546508323216,0.9427466477692444,0.0,-0.0412088243893635,33.02080797513287,26.965345377931747,0.1745819908497033,0.1945824089510344,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8682109111415596,11.021684822555937,8.640294998250502,0.9619718962887408,0.9451126073570392,4.0,0.0094140797546513,33.89443161208257,28.329765913743188,0.1898078379824073,0.2225121125039731,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8557461371467596,12.415968033666845,9.6979111554192,0.9576302260116192,0.9464867098492394,3.0,-0.2627074457064178,33.26262604576703,28.83124781583632,0.123602499748484,0.1084287070625318,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8564838648907989,12.285556922196896,9.755588725596644,0.960151291699168,0.9499826597941652,2.0,-0.1010804674542416,32.22564845843911,26.895940584108,0.4664973767654061,0.4861131643721584,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8650701171605838,11.704520579240327,9.344552997906929,0.9616891086216762,0.9534042592474548,1.0,0.0301621632292647,32.33552616689054,27.01623497071077,0.2376187237826793,0.2588970995531225,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.850809573173713,12.719395485554552,10.00074385276047,0.9561357462540288,0.9471612457822456,4.0,-0.2284237092546612,30.47736062245723,25.71371170667447,0.2471096778793538,0.2568100809554495,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8691726681665636,11.594531462288348,9.285263995659536,0.9625491266460902,0.9516104760427052,3.0,-0.0033564438541364,32.43442358046895,27.06314765583528,0.275144726248685,0.2932065954991234,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8511493579652827,12.710935935923269,10.257432011394556,0.963090666889683,0.9566123284004208,1.0,-0.2058657221563113,30.51229304762544,27.01859647233855,0.2126603152882202,0.1633111660613935,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8484017798953434,12.15190838745106,9.444928648466522,0.9559578842952948,0.9459810853400722,2.0,0.0265918111974643,34.426351013686315,29.65989895690437,0.3849042327037061,0.4866102316818504,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8705603164087972,11.299991817227175,8.864328647947694,0.9623090415811668,0.9525418606639048,0.0,-0.1062836495280574,36.510371278254055,31.95694239255132,0.1157211661856424,0.1091789149840802,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8566855399864084,12.66356464717814,9.872700468294916,0.9533759433676446,0.9388812981062852,0.0,-0.0546408472316559,29.79272487463784,25.03407096547141,0.1562274237802344,0.1130477196766287,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8586545276508581,11.979970686543298,9.41669540909464,0.9580187757142332,0.9460255479548229,1.0,-0.0135343841672141,32.79717897895929,27.145742736634705,0.2361946614874155,0.2517989275788614,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8509327434495121,12.012083050871349,9.238910321018295,0.9557179724112213,0.9357817436581256,2.0,-0.0024016608703558,32.6872713018469,27.7896474433383,0.1684355525823445,0.1789822097024954,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8569700166552069,12.4018771835145,9.532886475735754,0.9553616198582524,0.944267538421952,3.0,-0.200849406674924,33.26555233372527,28.355922662485884,0.0602585897968928,0.056301126622284,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8582202695995569,12.4735448799147,9.625589100350044,0.95405690027998,0.9435046062346252,4.0,-0.0363705609897946,30.13921067291852,25.10868675948406,0.1189907963771171,0.0963172214420547,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8448139952098804,11.96555103823677,9.099854984065445,0.9519003016946416,0.9371879161893018,4.0,-0.0456416281171101,36.74225786213735,32.244634951564066,0.0942308220183665,0.0999217646756618,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8739663265958283,11.478712693732747,9.127521243444756,0.9622538043293336,0.9528670341664645,1.0,-0.1887038407604913,34.37660353365719,29.312099367480247,0.0537835166406257,0.0807874486292143,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8479806914392436,12.689595346623063,9.86889437957986,0.9545087886086988,0.9385231657643264,0.0,-0.1625398503537407,33.451492760815675,29.04586819408193,0.2754801743334167,0.3111033726730109,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8471184035917374,12.543518425593795,9.660549854789682,0.9499303324705652,0.9376718987919396,3.0,-0.0865409499649014,33.642443794622444,27.825486027800668,0.1173060103217232,0.1855359678920115,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8491336293167866,12.30639442026455,9.381829657988488,0.9512868114753796,0.9318420686525484,2.0,0.0223891786262346,31.464053032692576,26.19892486409692,0.2295454627850825,0.2244025084764509,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8445426294432032,12.781874928607271,9.868659559306092,0.9514187362315528,0.942076590696304,4.0,-0.1651831520142936,32.72493163797002,27.59964469987295,0.3814852863454078,0.4255317141649891,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8607463903404771,11.69354665497606,8.834743759663935,0.9571315712952904,0.9326783120843304,3.0,-0.0308762487307563,33.04200335372657,27.72153288875699,0.1572051990096649,0.153408550782588,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8537233965870036,12.434765893294328,9.63429525937383,0.953294405395154,0.9417363207211588,1.0,0.0419623788403785,29.73366594407213,25.20237783037545,0.3327041779603122,0.301669972794743,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8641687306054353,11.709158385733524,9.310489000166308,0.9593312540435268,0.9555123232042436,0.0,-0.0258581187543445,33.622594677016245,28.783150614639407,0.2631491135385509,0.2471960839595895,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8477986816621917,11.813961803356548,9.02145048069415,0.954134580297922,0.9341659098341916,2.0,-0.1627582023054374,36.075555303841696,30.326515059340405,-0.0141083797492009,0.0101936393639729,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8425827894756546,11.65146165512249,8.864252258929792,0.9522870402780472,0.940823094229406,4.0,-0.0353955316436664,35.60541463411211,29.938006700068488,0.1097097245570892,0.1806821941122903,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8650904996863189,12.199757542902136,9.555647297958178,0.9588184873394698,0.9456678648583576,0.0,-0.2192833017890194,30.907097763865032,26.259212183116126,-0.0863844567380476,-0.0993322387041957,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8545281460685618,12.604728372467322,9.558966549524316,0.9527510977006768,0.9443874243292394,3.0,-0.0607642570200805,30.6835155965146,26.501504036240163,0.1174289675482494,0.0912752108305425,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8567587292625001,11.90772388424752,9.275359458172655,0.9557899386331856,0.9429283619892402,2.0,-0.0148986960549633,33.43050262769767,28.692437270353626,0.2102422524377251,0.235575230139085,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.863804681795078,12.089959606576516,9.525118525880856,0.9590057492008566,0.948878918208542,1.0,-0.2008468228415485,33.2993174264099,27.558760779728875,0.1031587152528004,0.1132595726700569,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8684321023617746,11.710147212455364,9.478048482292122,0.963837188802136,0.9537901461218856,2.0,-0.0693620247770072,32.68185452284128,26.90911970850428,0.1008123726847237,0.1605610582434736,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8735487468012813,11.487248216902708,9.173619654664366,0.96364972859677,0.9500971818341096,1.0,-0.150160440209822,34.04830428851696,29.08154464096881,0.1080387275731437,0.085554528277746,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8585343315986551,12.314670110362815,9.51914481585694,0.9564701403641406,0.9448189477551524,0.0,-0.0813621138981528,31.781824738314544,26.898158575032017,0.0939617488667529,0.0973888153389369,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8550100371502026,11.834495969491524,9.038600022219496,0.9564619245952908,0.9387588962072478,4.0,-0.0567729943721955,33.95544464470478,28.574636725228125,0.1444616615998379,0.1700916941392096,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8686084188237115,11.993391207799636,9.606838808509636,0.9638251673193348,0.9501879411352864,3.0,-0.0640095799608961,29.37514561356475,24.311161734925022,0.1470906279779592,0.0821822499702436,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8572840535148505,12.33310280091431,9.381387566769982,0.9568616787044048,0.9383125957163748,3.0,-0.0234439347673496,30.909766118012183,26.21548484338842,0.1608201431401242,0.1892914013761425,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8585721307045033,12.109300452998015,9.445400989740182,0.9562191456565694,0.9477101284300158,4.0,-0.0424624162487088,32.70326205101397,28.0350322812614,0.2096261921057525,0.2361253980369974,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8574320849208911,11.962735016206862,9.239185717260778,0.9576183738396002,0.9439265417295772,0.0,0.0615763839974192,31.77973163174921,27.244244921533383,0.2745140469363726,0.2653611699639053,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8626405966607462,11.698159828750992,9.284785234147812,0.963948880374714,0.951833153463511,1.0,0.0653451675646863,32.49511612985182,27.68078733456597,0.3099467768620713,0.3439667526700251,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.860798247678303,12.126007327812454,9.959634037182834,0.9663500239009556,0.9596977845294834,2.0,-0.0993309159390636,29.75372306156621,24.91989748290804,0.1233467928424951,0.0501918818470191,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8588027364385286,11.894047545179,9.261552715182695,0.9587644187664977,0.9433770241659843,4.0,-0.087510556586652,33.76465849477632,27.970836545121745,0.0463639470829288,0.0602751153429283,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8675898654170686,12.099021924250232,9.86843723233212,0.9641992606336798,0.9562119779013912,3.0,-0.2264181432142591,31.638549741789863,26.11799365267232,0.1000053441131058,0.1153935842551174,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8589793937187086,12.087691041401447,9.905314120261073,0.9649698655940522,0.9587781976487784,2.0,-0.2450714316472375,31.916842632046084,27.91608343935322,0.0412428269132253,0.0889749138986419,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8693419306484845,11.588252047117091,9.399368417387649,0.965153032624866,0.9581760605459162,1.0,0.0223075554705082,31.29456027779485,25.92392755667968,0.2631939611103098,0.2021147188386651,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8581116984350937,11.95547246505532,9.379554389214956,0.9567177745109464,0.9461866456704456,0.0,-0.0874531649545222,34.79886525500284,28.542700556910887,0.1392005818337769,0.1547353387988711,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8705977045461795,11.410793446097298,9.236709910356144,0.965723313742464,0.9591343005359708,4.0,0.0607147824788947,32.49645989948157,26.00413638128491,0.2676321387813478,0.24276224265523,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8604663633456646,11.99344889644934,9.372985514349155,0.9575761170360112,0.9460353624616162,1.0,-0.0722113203031831,33.44239165127792,28.54702494113268,0.1419024955405726,0.1581244490758808,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8568164216449293,12.413405041254403,9.72095791689026,0.9562595634960838,0.9445647117234,0.0,-0.2039164806935087,33.260801214844115,28.32882046433281,0.0528671629500731,0.0814456154831078,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8575745544525243,12.341661902345088,9.531675509468906,0.9562990442695052,0.9393288345240676,2.0,0.0501258037615346,29.49129566044821,25.182984669723133,0.3320856165320437,0.3235487497780962,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8482908181164597,11.901221178219537,9.142578017641696,0.957201985767234,0.9378829108031052,3.0,-0.0379181791848084,33.15705061589376,26.97973889498563,0.1358131406222955,0.1788139814965559,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.867552996803203,12.02815139837522,9.507243839829984,0.961674220500656,0.947795287185721,3.0,-0.1076212047199063,31.150874483148684,26.133691934085384,0.1296844108756866,0.1338431883825808,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8542294550662188,11.64369602941435,9.282283242013657,0.9616057524950165,0.9480241874047824,2.0,0.0585148879750117,34.74950609432052,29.104483880123222,0.2846897157316836,0.3651911049971859,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8549540873489371,12.085758959985338,9.416519538862108,0.9566789355281432,0.9425635633515131,1.0,0.02952331026225,32.301848215061554,26.813983147275643,0.2230460886704341,0.2305897529822102,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8718789290417193,11.598254571150392,9.37434807959741,0.964460933823896,0.9594566184921864,0.0,-0.0804863687843668,31.82769637386985,25.82053817706718,0.21786173148844,0.1498307784240221,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8737961803631028,11.71593993873338,9.457397783178166,0.9638782992809491,0.9524834834710468,4.0,-0.2621110406976967,31.604345774711337,26.945648997756432,-0.0230789509684473,-0.0019228551856489,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8591748166755314,12.212768651476944,9.9421808009706,0.9628831225327912,0.9550775998159684,0.0,-0.247273596018581,32.96931760727294,28.735365212978127,0.0746884313824639,0.0929281622500603,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.857394616547356,11.846382045565424,9.25520225928294,0.9608955722855802,0.949583671729475,2.0,-0.0119625599560411,33.86874559580568,29.278819481076138,0.1680464873404434,0.1315246708376677,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.870987127227948,11.517501371468962,9.666648183398616,0.972531949675144,0.963138997709816,3.0,-0.0933907235409157,30.740345255539072,24.81257270463605,-0.0058322227681611,0.0868145656713687,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8549356097847475,12.107734856027443,9.559359957115554,0.9577471234215112,0.9458913765753474,4.0,-0.1177031082043835,34.18690526015974,28.231526081104768,0.083517110298552,0.0976996893694561,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8731957579781937,11.482793668494084,9.115693144987423,0.9627655614410048,0.9509291765050846,1.0,-0.1899104036540237,34.72872559777341,28.54014221649362,0.2223447981900416,0.2345386326036933,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.855659077716378,11.967346121213652,9.445941235490997,0.9571441210022912,0.9519158785731472,2.0,0.014536794490591,34.24966481007587,27.839650585438804,0.2254908773635535,0.3149336027362245,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8486774775569444,11.924531273303163,8.957379563440313,0.9511907008336832,0.9295468054880608,3.0,-0.0994831766045367,35.21691493043881,29.536626780725868,0.1071598580742453,0.1335957326131743,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8713774205668786,11.10655829322783,8.79613212929387,0.9617193683897334,0.9444188175157464,1.0,-0.162409000531472,36.58418726298641,31.43582118262013,-0.0291511094974891,-0.030638885482151,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8504210017163403,12.608073638432591,9.808636087445263,0.9535737981132304,0.9415063592905968,0.0,-0.0269052147616333,30.815526848855463,26.03725090401445,0.1917842385846887,0.2256836915638103,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.854417250801095,12.078064628008631,9.824303025256746,0.9606784961478492,0.9531997144128208,4.0,-0.168872889933231,34.329957763342435,29.05718310858164,0.0154049767025224,0.036813031423828,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8529151305058698,11.671693780740911,9.064184277061631,0.9564462420713888,0.9387923109035484,0.0,-0.0581970368579454,34.12025829382229,28.178926100137254,0.1327185175386765,0.1600780444436884,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8658211739660229,11.723725419978376,9.328586285457709,0.9605172408035084,0.949192250375728,2.0,-0.0369503098760422,33.33375211621488,28.738405331932555,0.2240086941490165,0.2024075025580923,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8587258602332115,12.094700546841125,9.37125809157846,0.9532708790072056,0.9397173170027642,4.0,-0.0626122614156752,32.63271354068886,27.24529764818584,0.1446356346410237,0.1794304256991925,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8634295267798822,11.888793242265775,9.321552372438328,0.9600032452832812,0.9425622009175106,1.0,0.0818832533297757,30.259008577645,24.54260900073724,0.3050268095926562,0.3361000423710873,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8669968381508201,11.847203061802311,9.501652051415965,0.9601637629042052,0.9489425014362164,3.0,-0.2033944700973529,34.19402352602234,28.705397820470505,0.1527428095927168,0.1999803731418116,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8523706083651132,11.905457476151152,9.232305495058716,0.9562343050382548,0.9468776796859504,0.0,-0.0419216079512341,35.97827422737293,30.20556380277701,0.2332579301579332,0.2332285884824315,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8456677283980115,12.119377391778006,9.283185630039943,0.9513938664594772,0.936806828370275,1.0,-0.1546054100669867,35.98711128396999,29.84410984257017,0.0192800771638789,0.0313969551361038,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8562111043859113,12.399142923045405,9.49142684607488,0.9540826660717802,0.9375622857352732,2.0,-0.1992111434241481,33.60400385447336,28.443788034079454,-0.0259198804330955,-0.0257976007904575,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8511090385601509,12.840702003387426,10.00300640267302,0.9529781819906392,0.93914354791497,3.0,-0.0808234744492855,28.14208994232846,23.310240991595307,0.2510714875744099,0.270685013426222,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8644726653145738,11.962959175221377,9.464613815997753,0.958942791173829,0.945086638379574,4.0,-0.0517062765596205,32.133080007116334,26.352350206498663,0.131624046461734,0.1159854441980895,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0889356940165286,31.049363133686743,26.236193977382808,0.2982547746616307,0.2735948108514068,4.0,-0.0527337804034782,30.95065343531132,26.4947574950098,-0.0356234945571725,-0.0317229197941617,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1081688650571508,31.071059506791347,25.92636076338528,0.3288950939120719,0.3319300200200092,3.0,-0.0548547713449776,30.872842145529464,25.7682205513858,-0.0602418219115495,-0.0945922442949581,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0955448378060588,30.901474487552388,26.121382728946404,0.3091150622727243,0.3018406478598642,2.0,-0.0453552738702585,30.996697718333984,25.55177522194452,-0.162257340741189,-0.1625691707452197,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0648272893539023,31.088227124657507,26.11820677009221,0.2546159130051721,0.2333892152239786,1.0,0.0702057723646326,30.89005525990833,26.95567160158264,0.3453926876983598,0.2107114674990445,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0913313855165051,29.902306291886216,24.775179252595564,0.3022244224466324,0.2578328837714679,0.0,-0.0112019903476088,33.51129688016222,27.82749260913488,0.1882936296031686,0.1770891870785645,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0711748386309693,30.059385937283,24.865299711217272,0.2667867349578957,0.1778466301338588,1.0,-0.0603925571513721,33.725318608377904,28.64107955470613,-0.0156606990138417,-0.105496968013254,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0509595910316431,30.93458621138861,26.218464182557536,0.2257892196006797,0.198710856173339,4.0,0.1196934766765933,31.38162409487689,25.395503575530544,0.3771197608757965,0.4400641195394242,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.091738064980406,31.43335147941473,26.39995780446904,0.302888537320457,0.2722221339175766,3.0,-0.1270692919645959,30.384380989411213,26.211359779464114,0.0174401771142695,-0.1150994817622525,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0604960735341758,31.50548242254673,26.530533160896407,0.2460146258943744,0.1989957818687496,2.0,0.1102816626719711,28.733722500067653,24.70072138090774,0.3545456914177012,0.3279374744336705,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0664183235336842,30.997295001127625,26.168491354745147,0.2577260146282339,0.221178586116321,0.0,0.106674370787257,30.6591451562814,26.335901873781275,0.3788888478074423,0.3900665318068913,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0999961398642432,31.352618946478163,26.25107416976938,0.3162223250416077,0.3042431462822718,0.0,0.0019178078903154,29.36849589922896,24.51567124209757,0.1252203866520945,0.153764713304533,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1122429785368035,30.079872089984985,25.282112435095808,0.3350290829077555,0.2916661483112028,1.0,-0.0305832507991568,33.33123466055436,27.043950499961312,0.0656066678685147,0.1400220671428138,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0753152953477882,32.152898125016925,27.17098138907175,0.2744425022936384,0.2695327801064875,2.0,-0.198548285895076,25.62098607506605,22.801374782343537,-0.2054216565663752,-0.1764167697113859,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0959686955299512,30.461072646190523,25.696808460915523,0.3097903594156987,0.2911796461853786,3.0,-0.0650800840699517,32.39418845861569,27.407059071378686,-0.0212670688325258,-0.0606084003307943,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.095887184251391,30.455374279646204,25.51811376603669,0.3096566630337095,0.2740396411244134,4.0,-0.0176314351648083,32.55304728032958,28.151511131146943,0.1254073972699061,0.1057984600159825,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0902757359752745,31.31602649336925,26.29097632390955,0.3004852508207467,0.291840923182423,3.0,-0.0895043401127604,28.62800336025712,24.444474810798056,-0.2531915191211043,-0.1831810249133081,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1119844667336611,30.71657685682443,25.930984469599423,0.3346674332803168,0.3280927265116214,0.0,-0.0841785328111717,31.682385647913048,25.249943398579248,-0.0679890203491006,-0.0327519273063492,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0818058725959539,31.015734601995263,26.38625753523876,0.2860253415992781,0.267698513344222,1.0,-0.3670475840052798,32.1904629222567,27.559223802475906,-0.1639796471417116,-0.1558018903113395,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0805202896387824,30.685471236036783,26.17866674753699,0.2837698236617151,0.2562504817009876,4.0,-0.153986166671967,32.34836637373875,27.552803501965304,-0.0075218990529003,-0.0360045057256682,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0625751928986221,30.82967654132072,25.8416800857187,0.2501510655279723,0.166915902843615,2.0,-0.0038006611091578,32.07351788287071,26.8785903587842,0.1566593660417564,0.1828648590534696,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1091343103420607,29.658303300096307,24.920334701365896,0.3304091211611814,0.2862344132815489,0.0,-0.0213834045848626,34.70968580294435,28.613153659781663,0.06822188184882,0.1156152607543222,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.062478288054416,29.401920743250034,24.8364115793842,0.2499628513117944,0.2282607650021337,1.0,0.040811376148907,35.71446022248745,29.29285182625189,0.240893599796449,0.2692092030089551,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1232826456882283,30.21504693750813,24.86570996187587,0.3511416369243331,0.3590345941323051,4.0,-0.1372140827777141,33.737160190861914,27.62210021454917,0.0306487279976273,-0.0046791062171423,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.08477664392127,30.081144570372388,24.839263116017733,0.2911775535498085,0.2872404715573922,3.0,-0.0466646203243474,33.76868702652684,28.07462258409087,0.2284991269112203,0.1926849539870226,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0974062146058618,31.418824404711387,26.267994880342624,0.3121059425807847,0.2451940760923132,2.0,0.0026638810423857,29.659306738745325,25.11519082439619,0.1141036350819981,0.1228906286737215,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1122763618400186,30.824103699129125,25.644240437615217,0.3350805607276276,0.3021840724487408,4.0,-0.1053093688038224,31.91615894042065,25.72973528071618,0.1713817477162097,0.1830212307722302,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0777899026032834,31.817830476188995,26.778575028541766,0.2789439011681215,0.2730391395185494,0.0,-0.0371138282692824,28.42130676228124,24.8412227349702,-0.0138670320166794,-0.0811953803636201,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1065505616539101,30.432322154674,25.6178251520652,0.3264281157776428,0.2891074620358128,1.0,-0.0422541863090233,32.47085806296091,26.74657403514254,-0.0243468179457944,0.0815098810009238,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1279958160851573,29.678549131337537,25.041458971802683,0.3577888576019742,0.3403376165679374,2.0,-0.0788593852049026,34.7197440112076,27.365666322620143,-0.0531749822162526,-0.0379766076007373,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1093009245343923,30.61233902498765,26.019135391262992,0.3306307061584096,0.3249303122457891,3.0,-0.0491336084295834,31.6877970051046,25.75285121885681,-0.0635798413224072,-0.0773029134741011,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1054568473815847,30.289450835448257,25.61997649779819,0.3248277304241028,0.3024463026696705,4.0,-0.0241251328215605,32.86203896319503,25.992405445227423,0.0118630160173346,-0.0089958149252086,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1133312229314206,30.52018670113085,25.321889620842267,0.336656326428712,0.322584007884631,3.0,-0.0518226415707228,32.03630019675374,26.231367796856443,0.1046799490996084,0.1099254716212263,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0725237538598594,31.4895439135264,26.8325128211485,0.2694356932054356,0.2398358332636949,0.0,-0.1193701722257545,29.147895999708524,25.13986762446104,-0.0503649918642566,-0.1140956635071557,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.043593151785559,30.587372815458767,25.51814879027073,0.2088861920631172,0.2316065353857148,2.0,-0.024818589853278,34.18284202073489,29.33923944515357,0.2016466985625466,0.2503985479154386,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0470407197826505,31.003845806534333,26.21177580952089,0.21716943098702,0.1962737678779107,1.0,0.0930542185167182,31.61889124611404,27.422263480956573,0.3315113036031404,0.2006463772222198,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1063121320955752,30.30676869135553,25.58112940719501,0.326088836761894,0.3022417857744322,1.0,-0.095000683858033,32.79095604753652,28.12900731133326,0.0862405791574313,0.1643423376656966,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.064105052243292,30.49869653736901,25.535421527774023,0.2535522669270849,0.2180724474804014,0.0,0.0699742294924932,32.18022044729046,27.1812103505022,0.2755361680849359,0.2701856822045105,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0941448412350629,31.37346075734433,26.11574652184904,0.3069367633054526,0.2860064499334386,3.0,-0.0394833772707037,29.63856990475215,24.26393617186571,0.2110543572131939,0.175576528019878,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1027639046697074,29.968009501946845,25.07017325688406,0.3205830564300257,0.2936405277224321,2.0,-0.0066689151951178,33.34840193738224,28.56390633666376,0.0720768591117024,0.0809532125507935,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.089072654468353,31.710616082079152,26.283510805689865,0.2984941001445794,0.2350826980395136,4.0,-0.0104031908371802,30.057418437861635,25.20602771004973,0.212524247017798,0.2062810275124509,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0858365176507208,31.06736381460373,26.377051293308167,0.2931600974796184,0.2564042347565348,0.0,0.0007474287703564,30.52221397275735,25.03512264481228,0.1176971284711586,0.209748573765137,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0485669300445619,31.34885240615036,26.497804852582146,0.2209258859248334,0.1999739827625499,4.0,0.12817160809038,29.93311913237065,25.752920731688505,0.3969773311186864,0.2327291090760452,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0825907715374921,30.92420951814372,26.38569208487712,0.2874213002180563,0.2589727179105139,1.0,-0.237722669823323,32.4963878619283,28.50151599940028,-0.0100483047566651,-0.085821473899989,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0924507636737167,31.633808520668232,26.76086960136284,0.3041695381042607,0.2946408969509934,3.0,-0.1076489995604788,29.119333652176675,23.698044899914287,-0.0750223405082408,-0.0848404126696755,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.083069150875481,30.54950958553544,25.350532812270483,0.2882471519062161,0.1943966513843146,2.0,-0.0655468644499868,33.21637214007365,28.58790961343211,0.1022769095550398,0.1667224475759068,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1179163278175453,30.163035217680363,25.29874622945414,0.3433944680967154,0.3433412126207665,4.0,-0.0557447750978634,33.04687660696162,26.293655482602865,0.0172248081856151,-0.0432685561581535,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0730856107620824,30.4397009865191,25.5213211268972,0.2703446337619886,0.2249804681649647,3.0,0.0723149290994229,32.57790429430012,28.37074728534341,0.3280126018965911,0.2284956702928916,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0586238142139207,31.462370007505868,26.2482040029699,0.2421807424426986,0.2312525623636163,2.0,0.0410894602851937,29.622523987267307,25.09905988638443,0.3231032084414824,0.3272006282152853,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.014787678537149,30.886046474636025,25.86325514700005,0.1216164171156553,0.0789742719112019,1.0,-0.0048067729332701,32.15076064902112,27.74636515896642,0.1024412192840121,0.0501071205157426,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0675807362005788,30.645292688883394,25.63053743549455,0.2599673902195825,0.1704620136287638,0.0,0.0367916639056525,31.975291365931348,27.133175671025928,0.2211673555068687,0.2705035709409294,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0570646894014423,30.647325319444807,25.86305597460009,0.2389095461270079,0.2172563679360898,4.0,0.0877410119804961,32.53231358682829,26.843970484291383,0.3181100962132898,0.3626460527624257,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0870206833731253,31.619159069247,26.70897235082458,0.2950150617086234,0.2851145929996847,3.0,-0.1221796545255873,28.629142072256634,24.1169158264537,-0.0241179067005265,-0.031430825277315,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0507519690889242,29.90405319727964,24.56766158297812,0.2252911397128771,0.2533727088371831,2.0,-0.1665496777945501,36.34354219151631,31.08827316086846,0.1739671357136646,0.2539210907524362,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1003551164419418,31.466768149017103,26.44167793170859,0.3167984554305929,0.3057268678719444,1.0,-0.0402182499796173,28.89330752994853,23.70511667644757,0.0212031943662064,-0.0020953460550015,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0858552860296349,31.02127237850388,26.22911120195144,0.2930509332162053,0.2649522275876874,0.0,-0.1669547084175182,30.88265719170574,26.6544550937409,-0.0460164990535288,-0.0238874135613977,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0937327603003157,30.67484445542991,25.42606800580621,0.3061629670988164,0.2957177538474717,3.0,-0.0922759547685436,32.11277304118469,26.65730825938981,0.1884652821321821,0.1420081423789249,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.078676202685646,30.70421419597119,25.382932839339592,0.2804944571558426,0.2487223804870355,0.0,0.0107994578742314,31.931037289583408,26.67668888918035,0.2865870071762473,0.2701153621396294,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0870347765236384,29.761192081675134,24.637375336971896,0.295088343995889,0.2867290550206469,1.0,-0.0852430679794462,35.166199891454234,29.05276137794932,0.188204502178215,0.1806285548426648,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0905331662402614,30.11255981878688,24.98121914166801,0.3008894811351964,0.191623520309969,2.0,-0.0683932934011712,33.731848944764565,28.80964867533061,0.0463319495394195,0.031949203962594,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1089212264305397,31.422087929046327,26.0708225273854,0.3300350026738393,0.3337509090207198,4.0,-0.080251512590457,29.73544866004101,24.47325786962988,0.0396498363332333,0.0107686857351669,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1113160369117153,31.215051022489767,26.15191276779989,0.3336618654162043,0.3413192350505034,4.0,-0.1204471797906598,30.82521128076812,25.749452656180463,-0.2234303240962504,-0.1838911042779218,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.122400085922776,29.943006621484454,25.179518838055166,0.3498623399921414,0.3401406101569413,2.0,-0.0987512996787824,34.170499724446486,27.071370230705035,-0.0322115050332267,-0.0623854549290792,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0695100369866857,30.32631293154492,24.96763200068502,0.2639566359686565,0.2645628483559036,1.0,-0.1060778245876419,33.832467768064014,28.19393563747744,0.2439924146661639,0.2261906598272369,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0878287556043999,31.13490824965897,25.86261895979244,0.2963686618141798,0.2464312897773144,0.0,0.0262010342936568,30.859448157387764,26.774201850496105,0.1789768589405147,0.1895724132457583,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0900755925228563,29.996722880446487,24.85819503585573,0.3002059833525674,0.2648469089280187,3.0,-0.0169011074303426,33.4572132431843,28.004254031479263,0.1899446996603804,0.1660076310611649,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0116908742007675,30.45153423600251,25.39068936804542,0.1082442989775462,0.0813090482922105,1.0,-0.0100028898923303,33.046508111799696,28.66407057794581,0.0886892381872921,0.0706439609920142,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1167907206387726,30.990675932783606,25.66652326222623,0.3417675906896495,0.3504076195504093,0.0,-0.0970495274124467,31.37899387035927,26.064713217349365,-0.112039110353469,-0.1252117690618964,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0786378227972375,30.79259027566136,25.87093523916414,0.2804420482817431,0.1980010505494071,2.0,0.0169220315249141,31.862622309635896,26.92584545187091,0.1982253118585905,0.2721763163173971,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.062951653009371,29.890883286753613,24.66839657983549,0.2509180076869625,0.2649724944173933,3.0,-0.0556515958388861,34.607100612862375,28.928830908696067,0.2312689979898253,0.2175362221835919,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1128611395113571,30.946281136572548,25.522162370527,0.3359953581569441,0.2965250839146921,4.0,-0.0992726730699846,31.3913620060516,25.777904761686543,0.1546020370028853,0.1660855033053704,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0927483913597141,31.16018749595689,26.18069492787207,0.3045497428783809,0.2929967978596058,4.0,-0.0697057687060676,30.003652296978856,25.728404594635773,-0.0646532623357698,-0.0239576482782726,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0780456810130658,31.475070367241408,26.695938697350336,0.2793678422990711,0.2649233031921645,3.0,-0.069802123839517,28.57910735903129,23.797699490617084,-0.1032824974239479,-0.0704542765489277,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0617015687459346,31.04115994505284,26.00935133881109,0.2484046265311731,0.1644556503023129,2.0,0.0746071021777438,30.23167337128982,25.32386160237257,0.2789125789814046,0.2890534993374209,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1117101380126451,29.80514163064482,25.386046201130323,0.334257228016599,0.3148699642908246,1.0,-0.0223921518210459,33.905732126922125,26.996835277109977,0.0167573551523718,-0.0332559979123416,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1108241335303296,29.96702510821704,25.260851432488582,0.332910108297183,0.303290194029181,0.0,-0.0281650800539867,34.0529756144447,27.226351423170467,0.0512151834050775,0.0777842144830616,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0675011911302817,30.22682360285068,25.404923817195936,0.2598215577941787,0.1983887485935366,0.0,0.0555292374504743,32.91896113906037,28.371304157239862,0.3009997716324306,0.3622423784652326,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1123309213322611,30.27792754591071,25.473408957906774,0.3351780629193041,0.3071232958670773,2.0,-0.055901795084188,32.668299560493764,27.748415776163,0.0665008423151659,0.0566245472004077,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0811826767709337,30.68501917107537,25.73902605595024,0.2849368099617226,0.2261278494132055,3.0,-0.0532989602257043,32.86392749940948,28.71837840278076,0.1646741554890267,0.2208849149973336,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1082159185955051,29.71528288091368,24.21311908165384,0.3289813283870257,0.274322728604925,4.0,-0.1359743577908441,34.30933759029199,29.06170948999421,-0.0123166680827312,-0.0814357113873581,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0839709633336565,31.20054410833073,26.25792178463311,0.2898629980644923,0.200894933453566,1.0,0.0353300413450844,30.350848331375246,26.13972745834037,0.2147266958032717,0.0621145927950787,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1213594472010956,30.75567537237966,25.11880117391513,0.3484062126516856,0.3592750120636998,0.0,-0.1068055892587764,31.8001924779022,26.36707308310102,-0.0029843592902152,-0.122840872962582,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0664770166185796,31.07799195727001,26.11519357069538,0.2579666481565997,0.2486262449376948,4.0,0.0163711551519403,31.46577606922105,25.38787598647912,0.3619867633688804,0.3261710089822884,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0613190240866698,32.11328429809278,27.19299614151716,0.2476527013076228,0.2256653069065034,1.0,-0.2528378059622997,29.65527610008608,26.6086411030116,0.127156384960981,0.1892360540632413,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0415628355514205,30.706318607028017,25.869983638930936,0.2040105130998017,0.1832681276078168,2.0,0.0952008698584974,32.692581885999765,28.146617160010805,0.3775765444825599,0.3831643184385985,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0982837945138803,31.03685441907069,25.990385679259493,0.3135037041739684,0.3122098415585136,3.0,-0.1011896367556504,31.519804836509035,26.67196734955004,-0.1544850275077539,-0.1793649311946089,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0703708581676836,30.779241851260675,25.63943739622688,0.2657146112003735,0.2504005402503272,3.0,0.0322078939635499,31.78561233457873,26.31633786710461,0.2889452417746823,0.295960897665314,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0744434432054523,31.87855450644745,26.473062660812992,0.2732080982036787,0.2314176481145498,2.0,0.0657920048020577,28.919558109894595,24.993606292440507,0.2642181715295829,0.2690201013014099,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0486188267912275,30.92700961778954,26.24215360407489,0.2206412742067824,0.2087324803634754,1.0,0.1429784410812639,31.097737250378938,25.93626662457572,0.3838739645708872,0.3583844964690423,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1034207605640967,29.952318549986035,24.85120813172218,0.3216074797176123,0.2984834116932747,0.0,-0.0523014154494974,33.99810610715795,27.79790634514225,0.166716668570622,0.1226772983884074,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0917072735103293,31.815770893795463,26.718353508306546,0.3029612083675663,0.3100719964075134,4.0,-0.0682733380876408,28.846064705037183,23.56812966219676,-0.0778313379091859,-0.1176313667714034,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8822338287644509,10.930981152163804,8.790771683160235,0.9745737920646246,0.9583264725093746,0.0,0.1101992172478818,31.41861526002427,25.39104858321027,0.3553725216459978,0.3976259573108971,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.884150852859872,11.123790222996808,8.960685347186933,0.9757601982594656,0.9603518119279864,1.0,0.0610193625961705,28.76156631958923,23.827754226806874,0.3371111320117954,0.3586253223173034,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8838877492427181,11.118495412168366,9.009478145140603,0.9751290841645984,0.9615465591613332,2.0,0.1906331402907112,27.07148259861204,21.70207580884141,0.4427161536033534,0.4905492060763637,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8857941809705333,11.151814360804757,9.067327087148575,0.9737507012242692,0.9549804003623624,3.0,0.012945591757155,28.31998345025331,21.973744666750623,0.2792447916926441,0.3439930313099816,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8863925919565171,11.016530629517504,8.95468280266248,0.9777491379044744,0.9637806573330931,4.0,0.1323772402909632,27.815616897664256,22.47553307988586,0.3943953431751731,0.4258793774946308,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8748852503665865,11.303066366921058,9.137523011987438,0.9733463040598428,0.9567483452605297,0.0,0.2372776518156104,28.674384759317107,22.298839414416765,0.4965286986498907,0.531244096588558,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.88085823732572,11.263664587281164,9.202872408692846,0.975421837346484,0.9620038024475832,1.0,0.267225927110796,25.797309985305027,20.359798918777106,0.5210940492497798,0.5213293526456345,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8847963573175719,10.810689252899008,8.68125161672121,0.9751958029089808,0.9596162438776328,2.0,0.180036851014017,30.13046210206519,24.17852749649504,0.4312671011464214,0.4468153231058756,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8830001347044714,11.030393506778111,8.89971415274053,0.9740410344051272,0.9557485744485532,4.0,0.1448544086498919,29.352920021030545,23.68648710776537,0.4282983148199353,0.4571845385920828,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.882851324947137,10.824410404450694,8.761700201527745,0.9767324742423998,0.970100215108791,3.0,0.1305531809094462,31.65897420279981,26.697826334839423,0.3818822962154032,0.4264101637147317,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8840046246643218,11.1980434866219,9.16280176980565,0.9749313120417684,0.9610604444600664,4.0,0.1421383630185337,26.59991200193468,20.83585867958301,0.4001256512962026,0.4557500066159162,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.878175289141648,11.167669419523437,9.077199434832025,0.9757102824310128,0.9613815372185432,3.0,0.2473038068514884,28.3443811573648,23.3791315635797,0.5304457631436652,0.5492194265104782,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8826087438902179,11.041172641229808,8.898335604713441,0.9740083668301144,0.959874059143524,1.0,0.0950327470492787,30.328635147639883,24.85002573720672,0.3408048980865244,0.3512292394106678,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8855353478562201,10.74274244268085,8.642306999929387,0.974309306835335,0.9579815677305497,0.0,0.0607553658956582,32.33835768034605,27.261163530951148,0.272159357319205,0.2983852773336163,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8892660199450552,10.194581694060512,8.307953487932524,0.9750494307701548,0.9568561191393188,2.0,-0.0426577646702566,36.69822723168546,28.585714311077755,0.2753741551789851,0.2855148746947591,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8841971446721605,11.165791574988054,9.05857351898964,0.975582449107613,0.960182878096392,2.0,0.1551921303938721,26.78577059808361,22.08254811990706,0.4271938683384997,0.422982258914981,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8868110662058355,10.94672685420262,8.746180529365848,0.9741616929172382,0.9579928981656372,4.0,0.0748223063756661,29.40861438037252,24.47896221383208,0.3287683366143945,0.3569127110006878,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8845343870769036,10.77743986230766,8.749462987684131,0.9743123368868946,0.9557083918068534,0.0,0.1468772841249523,31.0389298303538,24.305522356852656,0.4171407779494058,0.4409378577137617,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.878820152861576,10.971625362074874,8.887550568771902,0.9729606584169012,0.957568919633003,1.0,0.2145150866667913,30.58960576249645,24.81847782023164,0.4770734567531664,0.5119093223419213,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8834732241752506,11.200217710449987,9.098968836280651,0.976002339702893,0.9599724266271612,3.0,0.2365906522958079,25.629609780184506,21.763006455940708,0.4989467910923129,0.524537688241328,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8830368592894141,11.031981871782865,8.943888552731549,0.975164521832372,0.9617232392511754,3.0,0.1905616218913204,28.376924961885656,23.65764989848478,0.4488302687588312,0.4810214274611776,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8837553181324457,11.041443358021638,8.825886593634179,0.9721544024482812,0.95109098545048,4.0,0.0107009441459587,30.97928578302505,24.924675476650364,0.2672556688214457,0.3066734538516711,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8879772701595781,10.773797600361064,8.644865343147853,0.9737857602536668,0.9617926315504974,0.0,0.0879848867109093,30.58661884597789,24.98424290847469,0.3498604632461616,0.3456107300891907,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8865582441112859,10.751120252448471,8.570704778480328,0.9739381814788431,0.9557430830054484,1.0,-0.0041050892633971,33.144955338472386,26.095257006755613,0.2645307599117891,0.324132285629825,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8801707989298077,11.215867491192183,8.951749459640544,0.97599486354483,0.9635677091375366,2.0,0.2718524214484201,26.57853884168962,21.937562825607625,0.5250904149556308,0.5082650268574502,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8886840606347888,10.825059086843469,8.71608020093495,0.9764856999807178,0.961629188964094,3.0,0.1222483983960085,28.985187994908905,23.7761628960725,0.3784811815074456,0.4051447283695149,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8789836409428446,11.404967122427331,9.309970032331927,0.975261549938749,0.9618951282972924,4.0,0.2769981269829789,24.70075594858655,20.018502525639487,0.5674735509438479,0.5379085242888569,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8805828076912304,10.901086984196455,8.691173615506392,0.9725826592480782,0.959667967104343,2.0,0.125340101797704,32.17718970598214,25.4817622000793,0.374107787417179,0.3758245570581014,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8820441221635742,11.115734643052418,8.890100217681216,0.9742018092136048,0.9580231085208274,1.0,0.0930477327542361,29.807206518590736,24.673015341902502,0.3492058789808221,0.3350650716638653,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8870003687869521,10.579321296465608,8.729100616396144,0.9732705818429676,0.955097095496331,0.0,-0.0043517963566717,34.76743093592416,26.92487064192634,0.2295037830641587,0.2819030028370181,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8826018433975309,11.095620975200193,8.68101085046267,0.9699035860482051,0.9529773658773392,1.0,-0.0782791647819631,32.149589980915785,26.439704335955668,0.2167608562164201,0.2112245165953236,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.878100812829216,11.38845335045434,9.178409843956985,0.9723749293709024,0.9585192402111418,3.0,0.1457209560706714,27.64582703316536,22.221303433275608,0.4044944799434826,0.4239065442367686,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8822040637545746,11.041328652442347,8.896544247517056,0.970996589145774,0.9597515219526268,2.0,0.0099408284258754,31.92137577625939,25.804301749829342,0.2921645059138958,0.319561715361933,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8783039631122248,11.329575351303072,8.911459978785327,0.9702550846143638,0.9552816202778068,0.0,0.132283422238603,28.68827968545356,22.94438442211884,0.3963127903884853,0.4100796063606219,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8877955687808796,10.660260229860944,8.551284676193339,0.9713999642652412,0.955144945295711,4.0,0.0259044709447239,32.99371758523145,27.53780767864428,0.2621751018901493,0.3375960958621573,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8779178679125103,11.409978745109427,9.074674753536376,0.967265914605043,0.9528789775495402,0.0,0.1101564654813287,28.20860675684668,21.773979730555524,0.3549114605533133,0.4238493308134446,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8803060659491954,11.235656123555476,9.08206888629166,0.9719042017212592,0.9604306414538626,2.0,0.2373051311239555,26.66591452152577,20.88826314779812,0.491446425134073,0.5676157893683712,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8797370609998095,11.338995780338765,8.999261376561144,0.9703777198187626,0.9569013313024698,3.0,0.000323467473168,29.488413863797824,24.52806999726227,0.2712619569853915,0.2659012315915015,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8826649537340925,11.242029346470185,8.884413308182829,0.9712027193114432,0.9596209444912058,4.0,-0.1097464931228371,29.59711532162025,24.59900841566012,0.2418100052700267,0.3196616360562309,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.877976841404579,10.997259065488125,8.815246746905713,0.9701428223297488,0.9563233787370538,1.0,0.0929802242414286,33.06060078638773,27.00941466671024,0.3520510688160218,0.415417971313996,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8785453034640038,11.330612058828724,9.048781212417865,0.971490575129836,0.9609582725023602,4.0,0.1590194053390047,27.568736119653504,22.362275253189924,0.4446406098013049,0.4623926199980518,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8827178796165558,10.873105224109374,8.64547474762548,0.9712355124535694,0.9526520749868956,1.0,0.2020935201994476,29.97814807529741,23.807449324502,0.4614600259157665,0.4768197344811235,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8775856984206211,11.370530372437235,9.11186994670829,0.9726061803776545,0.9587202554536626,3.0,0.1416720666498424,28.469020264121628,23.159252488868663,0.3977553376561213,0.4473354160130518,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8814586501827126,11.1205998255326,8.95531918382188,0.9701033336454038,0.951697792257716,0.0,0.0999014276825173,29.93938186592056,23.44482188696509,0.3462760511159969,0.3383412484348626,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8753160284966628,11.337140222326642,8.897369088704234,0.9684813667676452,0.94894146484166,2.0,0.1206340125887587,29.946013625075807,24.95221542531377,0.3776122780460174,0.3710688854832276,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8936196461845484,10.624954442423467,8.588503213442287,0.97417516486939,0.9537636852140736,0.0,-0.0733918670876874,31.22378828774032,24.680426921852387,0.1774448717039272,0.1902183041138886,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8874391736468246,10.84874960475592,8.738180016629208,0.9770970443738108,0.9647179745673238,1.0,0.1785173324971825,28.4571778030508,24.01367060814825,0.4250113265314925,0.4055646812073725,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.884068849651094,10.765360144146191,8.826234975850115,0.976594701944852,0.9671533575409054,2.0,0.2137610931361738,30.36812189613433,23.59492301106445,0.4711649652299688,0.4921731922371297,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8819563659555951,11.504343028453428,9.354034395440843,0.9757114474321574,0.9613771970888044,3.0,0.2114496768246629,22.231560186162948,18.146760940649564,0.5014298031133336,0.5163856574144633,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8859254246968311,10.689710098391169,8.655860522109524,0.9739834031097516,0.9542801524190891,4.0,0.1131030932114722,31.41805702966684,25.12200180093604,0.4223068506743148,0.4701721246796503,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8741743399300588,11.307506368864027,9.177295098462809,0.9747837466984316,0.9617620262584248,1.0,0.291823211156162,27.919672182868684,22.69295091867907,0.5532950864381727,0.5851162653996901,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.883148979769004,11.1390868555345,8.951802950197415,0.9743034976708952,0.9608741401392206,4.0,0.1732877637548374,27.353010930602352,22.478518594074103,0.4180112371462195,0.4382546638173271,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8882692616217198,10.83280084840124,8.79244142965522,0.9749490312381206,0.9648112487456074,0.0,-0.039484810802163,31.06924391761265,24.85891308352558,0.2253976358641327,0.2317892959724215,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8814541478381085,11.186539397519384,9.15523480410686,0.9746262968700372,0.9551609168712925,2.0,0.1990764956167604,27.541932400665075,21.28196501207196,0.4586756716335264,0.5039148606729782,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8857624738691762,10.852297168408242,8.76214449027084,0.9751360646386766,0.9568749074710592,3.0,0.0536069098267586,31.47603860916189,26.13916861999129,0.2765743560515665,0.2958527717530718,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8878676646861978,10.765684745530889,8.616028765979335,0.9726966036053106,0.9616122089209348,0.0,0.0091999928073519,32.04369604541281,24.867565848707123,0.2534119794742981,0.2553367897961797,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8855196825826117,10.944145444355389,8.826813163649845,0.9761466147824466,0.9622365551086036,4.0,0.1435755568563069,29.02665242402806,24.0375465645547,0.4085038290225512,0.407993199266055,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8803200250284017,11.300535436355792,9.197931422738687,0.975087634172634,0.9644179315484812,3.0,0.1788556459400048,26.826483169339014,22.46116025128007,0.4291945913368915,0.3989022004595122,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8813685948900316,10.995223503966644,8.929079856179623,0.9775197534140284,0.9646244082320612,2.0,0.2588889897799751,28.45040149331366,22.664176671915328,0.5305594173812772,0.5303946268317963,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8790877941752442,10.950430034079252,8.882227289389752,0.9729767366553576,0.9560474690755576,1.0,0.1967913358458071,30.797045507616257,24.806623994133822,0.4795531782335425,0.4730089263447105,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8849762840155014,11.034619610924008,8.960078328261819,0.9753008328332532,0.95820629086765,0.0,0.1417356118147504,28.260396571321163,22.48331174418491,0.4029033316190442,0.4351545252864533,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8765700491931747,11.282652279453387,8.981620669520467,0.9702853954607464,0.9527621089059988,4.0,0.179211307895274,29.18172461913557,24.289556414115484,0.4276995036996214,0.4695066276509319,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8892407077744849,11.011875272502948,9.006812008379976,0.9769105660844616,0.9609060000088936,3.0,-0.0291173189083218,28.12507649199259,23.165710147066843,0.3058765846574113,0.3239887493567059,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8840418119930404,10.75267335964734,8.76887137481371,0.9751558752565842,0.9618244711101626,2.0,0.0814489694551847,32.49830465626763,24.478211875430965,0.385574953517342,0.5001967833117921,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8841487811558819,11.146352860823423,9.082309043091437,0.9741072197061906,0.9560893366645706,1.0,0.1883800107549622,26.706300219855592,21.20022386214136,0.4518119141163579,0.477212499731162,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8884524481198653,10.753283487680674,8.599093877220529,0.97612745069552,0.959145623957692,1.0,0.0932331366270247,30.289198951550706,24.83279815449473,0.3482228226411899,0.4371454515027243,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8846235210854476,11.143098971412272,8.996534703375769,0.9729470283483654,0.9553576796305744,2.0,-0.0037186110676616,29.40941901167067,23.54741240462697,0.2833584730729817,0.3487738709487655,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8755287417841582,11.076172220034696,9.10654091077855,0.9761425010655204,0.9679335046719258,3.0,0.2564958126628771,30.123971264851328,24.772209837700647,0.5451869371867305,0.5218746558053369,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8876094624918377,10.61028869413533,8.506280044450953,0.9758985888354166,0.9612955139405744,4.0,0.1592881083635829,31.150669345369053,25.659787268264434,0.4111846646055894,0.411690002705523,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8838641635152119,11.288833999091146,9.059792317692304,0.9741650535836808,0.957450736160612,0.0,0.0723113955794881,26.457708816053334,20.797921673719426,0.3940283785718084,0.4550974256757245,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.884361852163965,10.996398451546051,8.811294590856901,0.9751680287003524,0.9607418835519366,4.0,0.1341889295629018,28.977903363521406,24.091706999805933,0.3912799461445783,0.3915639890873307,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8849540840580695,11.184036166429216,8.854017328665726,0.9741212637217124,0.9592714847801022,1.0,-0.0045979409289589,28.52198745296092,23.831414439296,0.2914465996246868,0.3000629725566142,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8765403524057931,11.292308694822433,9.135443188456742,0.9713919515336236,0.9571524688351568,3.0,0.2235399207902755,28.40513149496733,22.99999875375321,0.4761291984244186,0.4770260910771492,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8796842206192104,11.23473851640829,9.064717196794586,0.9745860967833452,0.9581288245522716,2.0,0.2106341305324615,27.72724403933625,22.5969814873916,0.4625317407336989,0.5255754962073695,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8856526447974886,10.921200714842213,8.915347012205325,0.9752168325692784,0.9600521923906432,0.0,0.0883646875222869,30.05283985939318,23.586468262944507,0.3435649059181189,0.4177599127722855,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8860185240450332,10.882148329205975,8.56735221526811,0.9716438468590028,0.9566836990560078,1.0,0.0509175103434456,30.93262372767416,26.082047983980534,0.3079536300573219,0.2534989534915194,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.881482550088336,11.130929802935134,8.935956555783227,0.9716544403824078,0.955865764217203,2.0,0.0543027804738288,30.57958407931048,24.97036647813501,0.2970439396681787,0.3108666905241828,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.879585881882134,11.223511404245407,8.920484204465446,0.9675811896933686,0.9507841576262358,4.0,0.0173017630970646,31.120028883730647,24.977848058726384,0.2410109812536383,0.2856887975273053,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8780750722201213,11.28967342543206,9.248295832478725,0.9741745151813032,0.9614704820625106,0.0,0.2589920083063246,26.98404058138104,21.47641011634069,0.5094190488289124,0.5266406036762841,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8770091843923415,10.943365030475531,8.955055597443794,0.9710832176526858,0.9572445268280516,3.0,0.1884683784148777,32.107330453106975,25.14637333255805,0.4592703561597359,0.4765618031183771,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8781632076039833,11.281190675231276,9.149584046444264,0.9695182696589272,0.9563932305706092,4.0,0.1924495661929265,28.099883484734256,21.932190998551253,0.440759643657349,0.4702641152201174,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8831562105574666,11.001539889272102,8.786616029413379,0.9739409767924128,0.962912369903565,0.0,0.2266834069512565,28.16088196328199,23.126768925870543,0.4923541706264527,0.4901446303721586,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8879959170047756,10.634685582633802,8.53676399518777,0.9718739731055308,0.9551290686571532,1.0,0.0352529631273308,32.90824610840675,26.57185908156893,0.2823816435059915,0.3380299429699003,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8831392626209187,11.168502717316882,8.895250455860097,0.9709424561093912,0.9570209126804408,2.0,-0.0724103584988975,30.761337235545565,24.142020207320467,0.2729904012186973,0.3297998514181262,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8855674088213726,10.977043710295076,8.889919540973429,0.973477205538466,0.9603514056358544,3.0,0.0215724578783969,30.495315414880743,25.674936887374265,0.3183059203561806,0.3589105796613688,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8778967742410572,11.242628056359464,8.955869569999704,0.9714124995429524,0.9582682138994904,2.0,0.2596677272767949,27.6163180151546,22.63482434971768,0.5113714873990338,0.5342254412768177,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8827188343548269,11.057480762444705,8.856905259959898,0.971576000413754,0.9604695199431824,0.0,0.1646669071161132,28.63295491586745,22.444744823338542,0.4214860042456295,0.4725805273145138,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8778065807923203,10.892957623925698,8.669918468809467,0.968405297043542,0.9535247474674604,1.0,0.0958486682686039,33.84442923908156,27.127590423101665,0.4063506658244282,0.4123428940875336,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8839384081942915,11.05399226301132,8.743762196679132,0.9720372784500386,0.961223803356778,3.0,0.1623704984896491,28.206686440244248,23.45592150025627,0.4229378046191494,0.4223043178025682,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.878764782413592,11.09081976636541,8.935243984589793,0.970871034685448,0.959633921396498,4.0,0.1760905238351093,30.28818995687281,24.889588662938746,0.4238398497024864,0.4354780310373222,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8598064766743208,11.880520565446565,9.313281319922012,0.9592814411306416,0.9478545657848744,0.0,0.0775952934733641,32.22833193006858,26.00692347028475,0.3643545381768122,0.431054388591211,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8553385920907304,12.163164375101234,9.426930200758369,0.956062971576642,0.9475651477099704,4.0,0.0825797063113484,30.96940228899885,27.024683199979275,0.3764733413342301,0.3892483618168256,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8515766419854682,12.397315562601818,9.69407448712681,0.9590649015864006,0.952103585190262,3.0,0.2310554742418394,28.04489733436528,23.56077359834493,0.4847017352673024,0.4427605103621505,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8621943134943502,11.797945686232753,9.395379145328173,0.9628644999809852,0.9496057744765024,2.0,0.1751163407009639,30.534581090341703,24.74400370274917,0.4357062189613329,0.4780539259441726,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8640234419233201,11.93479567471086,9.279791005375184,0.9599870567662944,0.9505592112803928,1.0,0.0402707968855429,30.64862422783857,25.645132972602,0.3203017229494214,0.4075144964165668,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.856763865210827,12.32277107858926,9.695261375634148,0.9574323575503276,0.9483825311821498,2.0,0.1135442155110909,28.580940547427048,23.83604260303477,0.352846450642393,0.3228591069664475,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8640775345661755,11.589444852848038,9.189050688641348,0.9650485230817004,0.9544664088666291,1.0,0.1035917305368476,33.01457367701316,27.233754499161435,0.3397499555228181,0.3424169435204416,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8511420545852582,11.892998520547328,9.338683206030096,0.955981923622028,0.9473367024168204,0.0,0.0863700728658317,34.86523872966655,29.44908592851446,0.3345171995815864,0.3480127204420209,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8807950904327411,11.27091442510874,9.094567075559448,0.9692618334335849,0.9581536446728306,3.0,-0.1508123240170766,32.1866179658007,26.236091055535045,0.1793416649601288,0.1715575147785739,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8641540305023352,11.838551321580212,9.510878069284374,0.9646256607595012,0.9509191620547288,4.0,0.161028146652445,29.066452624619487,24.121142046689062,0.4240437317549371,0.4991183883491551,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8755314293138816,11.219237689480613,9.231578608024996,0.9697270722309814,0.9510360613596016,1.0,0.01486161509947,33.046324878397776,25.86298059469198,0.2657774250055834,0.3081670247298502,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8671256005063241,11.738991734291494,9.382520768880092,0.965315740427112,0.9519589284532178,2.0,0.0922140601390684,30.451962021683208,24.845628573101827,0.3709661965408471,0.4678974188353971,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8634729533017531,11.650794157801752,9.370956881691097,0.963882416758918,0.9516061795349016,3.0,0.1145628120087861,32.53998480518625,27.013937537008243,0.3725255090770707,0.4207659451503682,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8697959555978748,11.46065192247389,9.18004595024668,0.966971648367736,0.9563349319004122,0.0,0.0309743554801344,32.808127144043794,25.95868090561379,0.2973264078585764,0.3255738290617644,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8682079811504966,11.694999887010226,9.459325871440136,0.9640762770221448,0.9530496708689482,4.0,0.0124402579969581,31.482402425260112,24.710422197579213,0.2454366691579979,0.3117744624192552,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8752978042498211,11.279516563576507,9.139883031087551,0.9685068550742798,0.9486898257072772,3.0,0.0363966019301109,32.4013776271892,26.71009359136704,0.275685521251644,0.3362913602326129,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8649857543347298,11.89574326541698,9.43212653632939,0.9605175583022554,0.9421864794242366,4.0,0.0196113081554821,30.948575735449072,25.699842037645386,0.2781128871927547,0.2976937003491183,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8638125120940413,11.946452698391088,9.46909096849842,0.9633599966993304,0.9529799349009656,0.0,0.1174367390899434,29.383084080056697,24.218119506052705,0.3708960877696717,0.3403458137690184,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8549481841564028,12.177686688763236,9.674030779933029,0.9600594528110428,0.9459699569845216,2.0,0.1794554944855675,29.796237006695467,24.770124038820487,0.424781979827296,0.5002833757557233,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.862940662361863,11.903220658530255,9.500236070745732,0.9646652409048384,0.9566310506939284,1.0,0.2001868966840029,28.768040338201697,23.266800316105027,0.4486491615250104,0.4100629197617606,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8561908669714375,12.472588853981136,9.766736695294584,0.9593268078836183,0.9467265706594182,1.0,0.1103476513984965,27.078025704273426,22.96907358578402,0.3970257860971198,0.3443339543364789,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8665529743220926,11.843921437619116,9.451092482166583,0.9665619183024206,0.957611529580966,2.0,0.085657255579376,29.7076912462558,24.171491158014742,0.3424186622372085,0.4152143460057963,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8569696309334819,12.235642914963025,9.556839886756878,0.9590930343284458,0.949147185910238,0.0,0.1463938839759159,28.922594055815303,23.44061189002737,0.3977125122098026,0.3636086944634583,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8608601952575918,12.019014708359045,9.625995306529562,0.9631479327818782,0.9495028017327772,3.0,0.1422049905977457,29.490545690895832,24.04322523631115,0.3829291267894514,0.4240426951360216,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.87450461807034,11.30303100604728,8.906420129491137,0.964323575121004,0.9494669481712442,4.0,-0.1668623103603648,35.4923404919968,28.78837443642449,0.113313321404784,0.1889034072955443,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.862819040974873,11.77998434494818,9.455707102006736,0.9653170666719626,0.9483486837674922,4.0,0.0938437117627342,31.115592065050105,24.529505682465786,0.4051717019387381,0.4820764176028428,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8720479948012698,11.37821045624696,9.14427952427148,0.966359092227633,0.9498045879387484,2.0,0.0224235273472923,32.751029595485264,24.45278676885532,0.3267006978270237,0.4289919869551293,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8550143583406125,11.9826503437614,9.590481434456288,0.9577929030594498,0.9461552680211772,1.0,0.0638033988816414,33.48975481046384,26.19745584709044,0.3105794256698464,0.3337076708153615,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8668716473149476,11.85072946433638,9.453414507215994,0.963499414398544,0.9454239267414488,0.0,0.010275050464564,30.659307723631585,23.839102500377145,0.2963424288666025,0.3438533151716547,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8559861756003464,12.100086728075356,9.530301489665554,0.958986975771302,0.9500998063852278,3.0,0.0804162708402885,31.87492631575806,26.544724432244283,0.293665500676912,0.3042636371169148,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8776901521886247,11.082206531360717,8.984490115024247,0.9664858340080408,0.9479910766857802,0.0,-0.0179644433416532,34.154953746817405,26.91777637412168,0.2480394899205691,0.2831721411027933,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8643166227297399,11.841500554202629,9.178325443357108,0.960190453423363,0.9467916682159224,4.0,-0.0168228837309163,32.46606590845399,26.861911605698133,0.2295400710515143,0.2291831759944863,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8476366630916111,12.74890559598307,9.960515319833886,0.9553074734263588,0.948872134857952,2.0,0.0525897429281032,29.034018929553227,24.88871236232643,0.3618385807991961,0.3698716406398557,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8619246623372797,11.88501181914491,9.434363813768748,0.9625264092799348,0.9519089452566144,1.0,0.1165194441654526,30.76574860023472,24.773541752718373,0.3679105338952248,0.3929932099576843,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8657894927009369,11.720647882791187,9.110493402194596,0.9585931739972616,0.9445870101904958,3.0,0.0236638927698593,32.429547080875395,27.12487215085545,0.2572979776714874,0.2582717166593609,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8584362168952513,12.050657151637283,9.555572798245796,0.9584211492251468,0.9434684361080624,1.0,0.1453249928583422,30.208167356296347,24.376198985860828,0.3988511495263133,0.4278187678572363,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8550768009012357,12.107842360274466,9.644512594186269,0.957786887642728,0.944481470969423,4.0,0.0959745267999574,31.900913973392008,25.510436493899164,0.3333475057960178,0.4138017904725507,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8778486357532074,11.4466245169455,9.29035754531931,0.9689420006247876,0.9499210417211144,2.0,0.0097863477435291,29.483256417345387,23.23309529753557,0.2985628731106816,0.2862802928666046,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8599653561630253,12.12594242963158,9.518385383048152,0.9575910157628827,0.9477756189218984,3.0,0.0765519205261835,29.720185465026823,24.69139782511296,0.3198703832035636,0.3133901492072069,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8475697186899389,12.536416870411452,9.778984179852836,0.9563765758018444,0.9529829466909512,0.0,0.1730441843442619,29.36672371867617,24.195158660794075,0.4234415944787136,0.4256042654894548,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8510752836520655,12.630693952151011,9.986256352610017,0.9560316495116372,0.9380892346077836,4.0,0.2332405895959746,26.022260463204866,21.10843914567261,0.485546163773195,0.5187105444801897,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8500489564276308,12.571848103928142,9.73600592131945,0.9547445955150766,0.9451427091805223,3.0,0.1977514624573407,27.663314579081145,21.80574298073516,0.4499417410540133,0.4405413492615982,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8640805554093062,11.560113483438496,9.178708805205307,0.9582974202977984,0.9442244026862338,2.0,0.0284946982832332,34.67722304062324,28.412399014067272,0.2752996785621344,0.3377274926458172,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8466869103078263,12.446157102172007,9.736122182664088,0.9537646175205048,0.9474477222451596,0.0,0.1688884724245933,30.447794934998576,24.483868970849603,0.4137688917521874,0.4431954750584354,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8493041091709523,12.477613942929487,9.761340391646597,0.9543240643611516,0.945948519610312,1.0,0.1010132352672196,30.44938800250273,25.73425768114124,0.3485462136601557,0.3378849265136804,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.858330388244321,12.07049570911632,9.486371793002656,0.9606719264902526,0.954954620193033,0.0,0.1346685737901689,30.2473755447952,24.417277639419734,0.3897260623793886,0.3932977545537798,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8642581959056266,11.924357201665533,9.41840989170714,0.961911519982236,0.9464574403114816,1.0,0.0647720692056725,30.27191862319228,24.645268287242608,0.3031090353404417,0.3227891941992597,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8671663611737818,11.49221044539971,9.217211342804331,0.9649483177306848,0.9549337635524222,2.0,0.0810719243241923,33.097617724628456,27.07012980201089,0.3243431533536935,0.3161510044043894,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8554006886121817,12.42908602237804,9.758461995935544,0.95875718437178,0.9506898129463712,3.0,0.0747559137798912,28.118382509934666,22.777669530563003,0.329233551945753,0.337795784896749,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8570335688656658,12.058809189825258,9.553943780935878,0.9579849852677008,0.9524632919561172,4.0,0.0876153389119871,31.717703905942592,25.20547707488484,0.3301195424740165,0.3626183330283943,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8608303993996969,11.792813018306084,9.520751431076,0.9634762641492084,0.9502456136189767,2.0,0.1027219290587024,32.464579846493365,25.802001821375303,0.3487111603329845,0.3912886052505241,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8724440702170724,11.425614026710145,9.292987433684695,0.9699112617310042,0.9476885315383758,0.0,0.0428636515197725,31.62639271692764,26.229612875372663,0.3006687909015356,0.308393902740703,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8508821460289461,12.455277409123966,9.81707453341119,0.9569869579704212,0.9444747093957844,3.0,0.1695738458297682,28.88845975324684,23.181758551271127,0.4181423280776862,0.3789088124392173,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8679322463536623,11.433900121167447,9.092406563436464,0.9641166229701732,0.9500424195370292,4.0,0.002789875193061,34.647308096528285,27.515219725243423,0.237662272184103,0.2625173840435103,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8717425203917462,11.464062444350814,9.563695594000082,0.9748218296264972,0.9631378600391644,1.0,0.140882656567535,29.967928697745005,23.91886766933983,0.4014988680033966,0.5172339606396008,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8699284077939962,11.401938727829236,9.160204952490613,0.9628988934370192,0.94843959334856,1.0,-0.0540309228065187,34.84137695908641,27.567050800531,0.2323680521131196,0.3146482511189055,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8681835070992167,11.605169582284532,9.153390519614954,0.9643831264235442,0.9505244673598912,2.0,0.1204145536456909,30.780891926961605,25.003246174442182,0.3700261510876661,0.3477667641302784,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8490207931236469,12.292574700711718,9.549865178564742,0.9563803897674624,0.9465039457306484,3.0,0.0839941556070517,32.10169235204985,26.21652164258868,0.3476917811819491,0.3676093221974207,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8755318866440778,11.357178679347651,9.277516838671833,0.9696801869474412,0.9508674052318415,0.0,0.0583807108568276,31.028181226933743,25.35489048037085,0.2967810336241171,0.3575870491908842,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8569749600974335,12.504312602894457,9.877082826656835,0.9590361672856148,0.9514663434686044,4.0,-0.0688857761855084,27.487219718796336,22.88209527273316,0.4199433482290883,0.4061734162471652,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8770047420985703,11.47569709231703,9.340674804704111,0.9686300513926838,0.9548892851503216,4.0,-0.1447996352477787,31.1320283866564,25.62058498138545,0.2369850887853276,0.2643192611772446,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8563725721050646,12.392711571553985,9.730509838342831,0.9595141903747448,0.9458926659863874,0.0,0.0407304174136022,28.990331581155555,24.39107577347268,0.3438275309561582,0.3384061550225836,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8618155978270057,12.15255868850577,9.618391590784096,0.9604669666367778,0.9526997284209264,3.0,0.0302153719664449,28.80961980116378,23.398063064286788,0.354937739273541,0.2736985728692335,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8539586468987359,12.304983553820453,9.716895421982592,0.9588181762112156,0.9509364415787628,2.0,0.0898391236672452,30.30227024931285,24.189939728529453,0.4059182178279329,0.4266342007400394,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8931325915305512,10.337046624484646,8.501687426288672,0.973690761521298,0.9545550064133848,1.0,-0.1358223204683684,36.22554262203736,28.68110557695532,0.1205510031446463,0.1455476667010239,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8675198125733152,11.40949985080672,9.037059542772536,0.9636757614977344,0.9521915386261152,4.0,0.021232037893511,34.503038990444765,28.15606482324264,0.2811433913401049,0.2820701202056345,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8658244665484117,11.821897980033851,9.622474622566653,0.9652938728435952,0.9485939680895716,0.0,0.1509628302314436,29.19769515767927,23.37145847047051,0.4091528681189975,0.4009718883447193,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8648326410068403,12.083894294641,9.776554100443992,0.964374333772049,0.9514174428703216,1.0,0.0727157892162043,27.43518960615632,21.675041689177203,0.326910325726796,0.2993461445783614,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8625217585226282,11.853371056972668,9.626765275060563,0.9659583837674612,0.9474033700732456,3.0,0.1982092329850964,29.464405200825016,24.219279805847027,0.4511362540154068,0.4977750258228045,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8674997275028834,11.697524620231258,9.296185755071368,0.962319474969587,0.9479371062508096,2.0,-0.0092111515174808,32.394743158387406,26.34993099253657,0.2589242157037376,0.288388472166741,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8528158130852013,12.369738111702231,9.667656185059554,0.959216151478584,0.950176106885148,4.0,0.1859093381035913,28.66209279749728,23.900060552488096,0.4365696960425865,0.4747721226639557,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8456162988065303,12.596962915990682,9.888174730941094,0.9558633225006696,0.9384987749093204,0.0,0.1968990828968739,28.47045249981156,23.88109510501242,0.4577115269300771,0.4678316544844728,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8538282848823124,12.195304012934637,9.513482159748822,0.9592056453096132,0.9497460909340452,1.0,0.1331623570034714,30.85430163177552,25.80636639361092,0.3872393584384622,0.3957491486005794,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8622162806669543,12.07594179164531,9.522508958160683,0.9622987883438248,0.9593463863328542,2.0,0.1094207754082938,28.223612888379687,23.61226498663659,0.3842697994714765,0.4009991394850769,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8623765572077412,11.762889056060745,9.176772220318409,0.959491313454368,0.9543716677412452,3.0,0.1280865617098826,31.675697208594045,25.446556607873774,0.3676239612031397,0.3282903817715624,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8574115405490422,12.17995477761001,9.437054841373476,0.9565409619359928,0.9469025129216418,1.0,0.1424653692865974,29.365400673991896,24.25476805487752,0.3986863430397555,0.452981675547409,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8489838754965138,12.573351655191324,9.703710949883243,0.9557420395589789,0.946396847111743,0.0,0.1273580681314914,29.09981983552946,24.100644734314823,0.3849440995306559,0.3609662151895835,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8513433273679407,12.37344597503285,9.573485383052269,0.9553207099176602,0.9467113075091308,4.0,0.1841200155982023,29.27461414047793,24.04281368379271,0.4376561997476216,0.4092800657676665,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8679553824495903,11.693830756888268,9.417284101012669,0.9644815704061248,0.9390580406112504,2.0,0.0648850473965598,30.91810449689331,24.69987912412965,0.3285933440882083,0.3422580002643219,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8556500447735563,12.112021192009228,9.464972124798996,0.9560943566960108,0.9506316040693368,3.0,0.0744190641379901,32.004503583699496,25.526588510165503,0.3046646057245377,0.3610669437851331,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8626769447468536,12.174407728201384,9.737809192462946,0.9609837690046156,0.94359851724444,3.0,0.215122982981895,25.783252057073984,20.861151991271687,0.4701659944305086,0.5325517694845154,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8520442447689266,12.289170637892743,9.521471564441407,0.9539920521091052,0.9434938861517,2.0,0.034360904657539,32.295166150679485,26.26993463701056,0.2685728452860819,0.3086255846667434,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8509378686364553,12.36924552461868,9.66110715889976,0.9550558961911968,0.9366402966990892,1.0,0.0769299831552638,30.90475218733648,25.985755631128367,0.3206397422667409,0.3830209273735851,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8681042392011783,11.929579762408562,9.152408907723244,0.9593648449362986,0.946953272999904,0.0,-0.1583839962924604,30.992781130433706,24.76294613239572,0.1920333864313103,0.1997869365370873,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8626631283888615,11.77262561341955,9.312072352414276,0.9609770075962164,0.9456709067280936,4.0,0.1296904818179599,31.0763318836373,25.30473171321428,0.3873305465877867,0.3768301517820311,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8717407733027833,11.693649747834565,9.35605617879158,0.9651981009326752,0.9432233478529916,1.0,-0.0026701415180767,30.08176233207193,25.18187139276128,0.256934221851925,0.3278599059813721,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8512839584312015,12.301732170789812,9.35900476541743,0.953573595639562,0.942831154460278,2.0,0.0986638019087574,31.409376981587105,26.39577417838277,0.3390228708626664,0.4131658921346174,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8663871657135835,11.795315388466925,9.359989798461903,0.9614266855310948,0.9533328505008112,0.0,0.0342584611247295,30.92470446483569,25.958424462582936,0.2903947001771838,0.3393697688873291,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8405998915965733,12.902437291985471,10.142381804531302,0.9501127830228882,0.9440537158416036,3.0,0.0771776486108218,30.088399065250908,24.95969283129525,0.3457471949313864,0.2934270952224699,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8547795024677144,12.168860232034474,9.58565999737563,0.9594527455868676,0.9438200852682068,4.0,0.2085995898175017,29.39485246776179,25.063617847836245,0.4601269065876088,0.5418210462553803,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1166767181106537,30.77671097570582,25.600384929528303,0.3415837302956395,0.2994956290079464,0.0,-0.1232292552032423,31.33414947815738,26.39775199600974,0.0329969598036555,0.0830027272637645,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0729035849102872,30.44590692945149,25.43061092134738,0.2700077692573741,0.2424119697003692,1.0,0.0716884765489254,32.803781821362165,28.20337915485278,0.2847019653764184,0.2777826189506979,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0618987365818853,31.352374977877904,26.465594110110352,0.2487976901120128,0.2163597027099773,2.0,0.1559451468089288,28.703755682038835,24.438858999044403,0.4544234430232182,0.3690728736503155,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0870432056412479,30.2821777696748,25.37839721822161,0.2950387547564524,0.277447384188754,3.0,0.0335215602299234,33.19979614648108,27.491245057716608,0.2429190686861768,0.1682252871376611,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.0888948910110601,30.72555083001074,25.792952765674684,0.2981553798647413,0.2740052988580145,4.0,0.042545292767235,31.224459517045776,25.563497774514364,0.2381936657088042,0.1887873957548282,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0854836361749769,31.37725950465516,26.181789963650235,0.2923803496088514,0.2745536570827301,1.0,0.0395148927293492,28.699225092034304,24.81864711882363,0.2149191494430821,0.1267142473865238,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0924112429250435,30.48338941869177,25.42396557902693,0.3039924858947936,0.2682490830642874,2.0,0.0207416785896993,32.33370097022608,26.968372393830062,0.1981660831415114,0.2256072892381605,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0809026880588853,30.83936531296104,26.095235819238983,0.2844351160972941,0.239433182741736,0.0,0.0599405094519385,31.08316355032589,25.83753836831844,0.245844646087453,0.2608299071153825,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0892850376740668,30.66362108542837,25.59351148896339,0.2988162515391385,0.2500597436303614,4.0,0.0417407873528339,31.544427609419333,26.838170648293715,0.2146904396814657,0.2506501120723497,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0792121926276033,30.626670005012347,25.5608137336429,0.2814555551907192,0.256684143252036,3.0,0.0669338398901504,31.97526216478741,27.39100125896841,0.269593161563276,0.1716217246878263,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0773695364596578,30.78569780632891,26.2015242411727,0.2781619370897209,0.2537743194204802,3.0,0.0557243834479412,31.49311992848703,24.35868998504917,0.3138093814896076,0.309025393824724,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0791945098633211,31.14730643091519,26.21047981816189,0.2814201306093303,0.247991801127482,2.0,0.0221688948806348,29.84843861571546,25.58725790133112,0.2280303366774023,0.1358788994075047,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0975293056823999,31.33353437932344,26.483704266185804,0.3123156639974149,0.2470803458907506,1.0,-0.0465196802956564,29.235487591775435,23.582583157234097,0.1463258167483996,0.2102654507408689,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0723516986961568,30.897447829797425,25.87755530252302,0.2689870207458682,0.2302234045241433,4.0,0.0671821829772483,31.125110214523907,27.210641965804776,0.3116364368130911,0.3225168014163501,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.082953288416149,30.415844308121027,25.89719476717011,0.2880596120475495,0.2337932380692292,0.0,0.0577388388527545,32.72603504765926,26.735044711932904,0.2425024582156015,0.3198215994787558,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0819199837447515,30.58276969572441,25.91662462071116,0.2862295024349724,0.2489265613478863,0.0,0.0756657711276307,31.80782841101432,25.940920259826097,0.277138482337882,0.2575072906735874,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0912482186936729,29.418592225841333,24.585187169616667,0.3020876670899451,0.2868726295594953,1.0,0.0276248458029604,36.38290314403911,30.654152348875424,0.1993206776819642,0.0996898735803013,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0850558911815235,30.17865466234061,25.29577434391551,0.2916555089942416,0.2612548999040287,3.0,0.0135532575891649,34.24836575514278,29.26285053942957,0.1377767620166945,0.1734056468428204,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0808141107989839,31.49221436165425,26.55566370062413,0.284290832214637,0.2544146550198289,4.0,0.0401369950623217,28.19714050309897,24.45236598706441,0.3217330855436353,0.2987139179521857,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0937144369488627,29.755367067448688,24.965037730359448,0.3061655330000149,0.2768908581394002,2.0,0.0165265488682729,34.96346162658771,28.884247551041668,0.2148051608459355,0.1465142686530866,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1053186914165738,30.91619386727442,25.974246387041592,0.3245632270262168,0.29475639010132,4.0,-0.08977928001569,31.14591130759405,25.88819725562576,0.1005634026709438,0.0198385971633186,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0748686441011542,31.39281146297117,26.495478280852105,0.2736527047714423,0.2512487792840583,3.0,0.0582224429551649,28.742281656156973,24.59926236226933,0.3160449033584522,0.2096942957976742,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.07178751446891,31.14240085872648,26.290473527461163,0.2679444664261828,0.2318147015458532,1.0,0.1244029265964009,29.443251528607867,24.445207387631367,0.358399286921553,0.3431559203663982,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0913830882113967,30.36773191104679,25.6111878775204,0.3023758545434063,0.2653303060579813,2.0,0.0223842153947111,32.831623962994755,27.13777978578633,0.1688551193453301,0.1446957001308741,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0941928993481173,29.65151011467999,24.797808067799025,0.3069116033311747,0.2860609452505745,0.0,0.0032469043386247,35.754020023857606,29.819356071618213,0.1678768181040001,0.1070763933472815,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0760839156217554,31.42242526868055,26.56209398124109,0.2758654971383498,0.2540488096311191,4.0,0.0459057287368898,28.426370940773857,24.47744571658424,0.2961135341614136,0.2530607069910715,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0684269427508695,31.11070141411618,26.106921970205534,0.2616085148704847,0.2293493221237221,1.0,0.1157436142073756,29.88135964666716,25.510908756458605,0.384125166135963,0.3422104287647414,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0936757641559873,31.54510781917129,26.53423537295286,0.3060802717213702,0.2667167125054816,3.0,-0.1007037563537887,28.342627058918936,24.7700258395332,0.2012832943759104,0.1240560802376083,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0850718541174617,30.868854492143665,25.813718547930712,0.2916726706908121,0.2495935290436767,0.0,0.0472896344547127,30.9365649920123,26.39390094442965,0.2324002098576297,0.1617053053139761,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0978567700552398,30.304349956497536,25.448840541052192,0.3128323789697315,0.2620521317983424,2.0,0.0119188742313169,32.89782827535951,27.23999345210648,0.1461984382954434,0.1605655973116701,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0810048041121465,31.095706625772703,26.0826921637942,0.284615814351302,0.2601593120087149,0.0,0.0539763452297205,30.13807125972572,25.939862419221843,0.2513713851832579,0.1557285045488136,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0992785699998973,30.90369123553112,25.92752232937672,0.3152900812189846,0.2969314109876885,1.0,-0.0343939283275387,30.72754625046036,26.094328390508668,0.0962985183580384,0.0439882131626672,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0788655321337877,30.762159882265973,25.78396120323646,0.280875866433122,0.2177175385980499,4.0,-0.0186783805966181,32.80341631421807,27.759515174960807,0.0953999906724758,0.1877203750288751,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0892265101014363,30.47499843307527,25.558111091622724,0.2987441258674332,0.262231281707095,3.0,0.0251475692106377,32.59754161419986,27.44701315925604,0.180883068880404,0.141383154505829,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0894905830898874,29.859154728704056,25.229864372028697,0.2991822972785933,0.2483426926271301,2.0,0.0413026079053283,34.61285873774827,28.142623788246144,0.2340399873775535,0.2394048863745241,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0836862466915445,30.35114878067188,25.47469232808032,0.2893445287898248,0.2648882211238807,3.0,0.0586336708622072,32.88991065871388,27.63523712955473,0.2496480697341998,0.1327963302532015,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.075724532720461,31.01429488555003,26.00377140089867,0.2752520278044431,0.2372486356057401,0.0,0.0884905199084892,30.16604833942889,26.53233995478213,0.3471379776204548,0.3038928155714415,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0902364717905652,30.207593908435413,25.37633583817933,0.3004425796423692,0.300746720038034,1.0,0.0009473131868811,34.048268481831634,28.53463131922186,0.1639241085518772,0.1028267477742491,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1038435673325746,31.01220853121292,25.9210845922868,0.3222548509241593,0.3066952274914054,2.0,-0.1037363192939315,31.06346266268076,26.202193146427103,0.0692748827067657,0.0469803051876547,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0622077810895999,31.43285086702204,26.551257817904293,0.2500415740685405,0.2286660771636526,4.0,0.1488411653052344,28.50275163146576,24.410130385257624,0.4054070051238748,0.381936265532211,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.080574042192703,30.273524713235314,25.260972453009213,0.2839803943699864,0.2556164700220925,2.0,0.0811244309297551,32.98002223578654,27.91271553296746,0.2983677361206703,0.2609446172948461,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1067043002535926,29.86964253994917,25.149146563948285,0.3266665691617368,0.2836852270899829,3.0,-0.026156063641928,34.685330525353606,28.01076438291355,0.114635621185852,0.1511131729748759,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1112745646807471,30.671515166538573,25.32726551102491,0.3337875964124118,0.2960864178260111,4.0,-0.1098870658987307,32.17244480557092,27.58629859948369,0.0373529047297604,0.0049510645168759,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0792704874943656,31.09549342972421,25.83962144881118,0.2816155663906442,0.2653195777073798,0.0,0.0761597046823145,29.88371917677295,26.19069883830953,0.2834370603867943,0.2190967811249918,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1119541477728678,30.27665956003707,25.341511422384563,0.3347589492981236,0.3096279673183511,1.0,-0.0646684593775051,33.30529412601522,27.546053244752407,0.0182844481744306,-0.0239871985246566,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1099755542458031,30.09464378667261,25.26032085077906,0.3316357203154978,0.2958573786991185,4.0,-0.0864081251769577,34.20581052121513,28.970150139091825,0.1376869405487002,0.1208805770664141,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1171129957096264,30.27649249326224,25.185317401633604,0.3422238736548201,0.3182868980748395,0.0,-0.1128299170923252,33.62871179112543,28.410312214160303,-0.0297031500209185,-0.0243609424802324,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.085046633429148,30.93408362894927,26.02087786113285,0.2916309759555202,0.2515762108217481,1.0,0.0031542598030974,30.784214963724605,26.85574259816637,0.2382565943019283,0.2878301512944111,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.092562119696208,31.321948001047485,26.304230961103755,0.3042477310027586,0.281562755992175,3.0,0.0054810179667528,28.959221548557075,23.652463057226665,0.1741407051639501,0.1126993735232723,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1179469006006493,30.168196286637965,25.16857021299233,0.3434470458701053,0.2794289127699703,2.0,-0.1120454097846446,33.95490344822549,28.558525558219124,0.0717126221195911,0.0670423761555226,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0739614328560281,30.6666943610054,25.81031024971235,0.2719913693327064,0.2267921985593012,4.0,0.0675387644742939,31.99648252730713,27.53685399619613,0.2788171744358604,0.2753876725116473,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0772309709464499,31.006557654118435,25.67395081942152,0.2779067599093378,0.2652759944828929,3.0,0.0764238940528601,30.32131098983153,26.52738160960668,0.2832724894592633,0.1926644516344874,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.0756091988776062,31.778379834389373,26.96892408738444,0.2749800595946923,0.2493673835536728,2.0,-0.0498644878869063,27.64957078206552,24.041832783659228,0.2601016901902509,0.2565845619308258,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1027336917501057,29.6205017177075,25.11309417172134,0.3205363199771239,0.2923627469894685,1.0,-0.0010199447268552,35.511181272414674,28.739067973460884,0.162788111584808,0.1045455856154962,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.105936863049223,30.632851468754247,25.7945982409844,0.3254812601055762,0.297627887226647,0.0,-0.0415239386363539,31.80184790662848,25.871017860918617,0.063703498925388,0.0386608107343549,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0862211899876779,30.033070886172123,25.144750402495404,0.2936398554633732,0.2686787405566322,2.0,0.0081928553836527,34.853765319666344,29.71716513257094,0.1360085687712872,0.1199580813036271,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0757171353617645,30.38706463090533,25.41544174033492,0.2751874070787498,0.2597410729404356,4.0,0.0600292649655428,33.22093301686706,28.5782567991576,0.2588953605051288,0.1120946862813554,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.0666451684370962,31.13588225545746,26.150734114081448,0.2581702253439835,0.2639311322858288,1.0,0.0585649979233396,30.105500960804864,24.212013861817,0.370298272318908,0.2723205261759078,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.112307251339989,29.96661201919837,24.824931854716148,0.3351251722080393,0.2947484470879888,3.0,-0.0525202192567182,34.39923013469294,29.507674071893227,0.0659594528128248,0.0434376450073427,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1017087235567435,30.26490325817551,25.05837676361348,0.3189306954993736,0.3005868832832633,0.0,-0.051399996160325,33.82516451180378,29.84874712776149,0.0073009469299195,0.0007279005810558,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.078416697732694,31.36289900384856,26.828878754927388,0.2800334798698268,0.2606968233562403,1.0,0.0865767193546753,28.666154571593715,22.39935069755245,0.295214109045562,0.208397660528335,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0933101250659977,30.7788947252012,25.74365066075492,0.3054909854300678,0.2775573040009698,4.0,0.0125802940118113,31.21687656782972,26.24188691356977,0.1960493759350725,0.1320625599169278,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0885581928613669,30.16895993979817,25.320895703341414,0.297619622756664,0.2771756086607633,0.0,0.0555226094243127,33.35863006195843,27.900852828875216,0.2405963286930445,0.1654965234673363,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0836665815878641,30.921817086283312,25.587741488505323,0.2892666590199561,0.2671699327644743,3.0,0.0015939961477478,30.907565119161244,26.11656577599682,0.2193072706835765,0.2060962381586174,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.0775966688809375,28.98097027745578,24.32749479304186,0.2786611573234738,0.2520900574793246,2.0,-0.0539046117035071,37.948095683825485,30.808828957459628,0.2587614234943144,0.2539610580971409,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0625094978620522,31.486626494813496,26.49145111918154,0.2500190740353767,0.2282329747708447,4.0,0.1354320293620988,28.43286311915967,24.931237937627785,0.4149940983465254,0.3354838809664478,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0951948400730613,30.00249251796821,24.954057322230792,0.3085423855493741,0.291857557301697,0.0,0.0126336994031766,34.319894403866925,29.59778092174845,0.1474491227127743,0.1107185523149964,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0856933071755872,31.47864521666129,26.17440885825394,0.292747089776798,0.2322994091763709,1.0,-0.0056985169565308,28.93420030477044,24.99337042106759,0.1663147376410653,0.2316816522055888,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0638617366501267,29.829666449024057,24.895886655444524,0.2527754961890545,0.2298102953009305,2.0,0.0480737041723314,35.253594103518296,30.208467954864105,0.3046226041822678,0.2791968768634313,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.0986170286602206,30.65477526803604,25.871085362963825,0.3140671652431373,0.26291679207626,3.0,-0.0195027225834507,31.751330313096595,26.427388249330924,0.1683164871194234,0.1656509259196195,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.091670171937735,30.48644301248529,25.529649293526727,0.3027850382856982,0.2651908258846652,3.0,-0.0174946414677332,32.75126156618787,26.456732345466094,0.1572722898046458,0.1526203436454908,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0960837019326806,29.9890493140267,24.91766363076669,0.3099811120549234,0.276017882141732,0.0,0.0014667188297244,34.10935872480567,28.885873321629017,0.1775712558366102,0.1615109453194905,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1010247449900958,30.578497848302945,25.3848695025872,0.3178538763433557,0.2844247301173315,2.0,-0.0819443420221193,32.699657101444295,27.03239819245754,0.1405062849476281,0.1046308477373201,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0793638130153401,29.93110099892268,24.919922025230875,0.2817489375413032,0.2529768311815965,1.0,0.0672086466938317,34.57068864646785,29.879602303625887,0.2607661943760809,0.2261883653347394,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.0861303921000201,30.36288966635523,25.4570995866992,0.2935755801705824,0.273824907169621,4.0,0.0193253826147533,33.09619878283972,27.1378227806724,0.196579437068344,0.1284736904973523,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0642009228148708,30.241384594825465,25.52427797751629,0.2533969875380483,0.2298672845840462,0.0,0.0755151983275043,33.66515342603542,27.647365318775936,0.3677778232432797,0.3429371139188611,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.084524795621948,31.20885068264707,26.127600092145475,0.2910580127231119,0.2853955515496373,4.0,0.0244444037335975,29.444770809367387,25.02971929421516,0.211139465010749,0.0717904682090718,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.0532013730148173,31.82460232875981,26.89580909840748,0.2311559663365559,0.2110887474320821,1.0,0.1669926321893798,27.144097788799616,23.494103491103505,0.441764868306079,0.3620262222869356,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.066210797322516,30.757987628922013,26.314627111031488,0.257339939669196,0.2383676658501753,2.0,0.074465807173909,31.71358358973848,26.19696069270072,0.3249974862513842,0.2469465030547478,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.06847530781513,31.368919801873616,26.67032050673213,0.2617067257922909,0.2436677860205771,3.0,0.1025651899278162,28.918754369500924,23.5593410386874,0.356760548754749,0.2564347173656719,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0802672990767356,31.11024320034008,26.14318448358187,0.2834163359497457,0.2703881793371449,3.0,0.0690190396657005,29.785112623355435,25.598206881377845,0.3061108172603531,0.2096721473979476,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0813573347955782,30.820690147041063,26.02900466327865,0.2852502103723739,0.2391365564542426,0.0,0.0562692368707078,31.01292893498812,26.08130329509184,0.2659673820621228,0.290193696961645,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1022710179332559,30.143487192837704,24.834030551577992,0.3198104315504158,0.3148713354247313,1.0,-0.0873229871422109,34.37070591992831,28.804976696813902,0.1367858787004185,0.051800051270812,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1239255956503699,29.85805062874101,25.10711862718753,0.3521066009464952,0.3111742288071496,2.0,-0.1154230519436163,34.916669159086496,27.58826504108648,-0.006740845581485,0.0198475873777818,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.0783867638230153,31.085897909488608,25.906530959167288,0.2800484054884221,0.2528545302343407,4.0,0.0317604443550624,30.706606508177515,26.51247549921799,0.2010335532662204,0.0897753203021046,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.087430534144744,31.07047983213753,26.071485530359205,0.2957321888000083,0.2887790451897494,1.0,0.0188704797509311,30.10957234948323,25.37234292193632,0.1976995345526429,0.1062904570213934,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0941131039027317,30.71230670706917,25.681868679184284,0.3068612316232058,0.2755578818699585,4.0,-0.008809086695046,31.82126222990252,27.01282088104829,0.1659998356167003,0.1292088248463817,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0906384637377928,30.309981959730347,25.51701136692253,0.3010770008415712,0.2590849245454777,3.0,0.0384589040333669,32.96991419585916,27.73314378918436,0.243269171780891,0.2504305363839637,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1006257356846719,30.35350944091961,25.25722531831679,0.3172591082949813,0.2721384487483615,0.0,-0.0094396773019991,32.84497246686945,27.32813893357758,0.1444236117980881,0.1895403582200799,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.0739823925157285,30.27623046131753,25.37533302404293,0.2720407185437694,0.2486000786762986,2.0,0.0886693048209669,32.99388074755208,27.754986306017344,0.3022320271924497,0.2907842966244715,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3696951384423081,24.3258991930634,18.83753567801057,0.6081947678145889,0.6222392572257734,4.0,-0.0861853435507675,35.76317321314678,27.607348445288167,0.2552928716403946,0.2985442216746984,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3306374084772384,26.17991978914604,20.60182733345952,0.5751949938164171,0.5736505867056856,1.0,0.0175682182716973,31.714702150530208,24.280348095731146,0.340420594593222,0.4000177713384105,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3261712177531166,26.53882527945624,21.253797758376287,0.5712536607780145,0.5775955409858974,3.0,-0.0360811937164107,30.39221885201461,24.62408341998492,0.2808516681948247,0.1718799851456096,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.332077971119818,25.70941239231713,20.12223203937777,0.5764537782535624,0.5750695268486782,0.0,0.1484991221946843,31.392859144262182,26.17704734203336,0.4276956915511159,0.5152945111816322,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3311775762000449,26.83534938326824,21.19040933195687,0.5757560719467709,0.5828062843125527,2.0,0.0409792734449354,27.62535056485478,21.303622925700537,0.3110601213456018,0.2859188227858621,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3478788001337349,26.477894141174183,20.78017076584218,0.5898125126968188,0.5944395702445797,4.0,0.0146079533116517,29.85376258735899,24.889318714869813,0.3326746787674475,0.3529691172814024,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3472934400821987,25.290404611400103,19.947228854474687,0.5893160782485058,0.5983556833817778,3.0,0.08191454180016,33.26803823469938,26.986688843620936,0.3787394418489504,0.4031311978090817,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3366979630518673,24.981813109976127,19.36752083184459,0.5802568078462047,0.5878158830835073,2.0,-0.0293203063848987,33.684861700832364,26.290234080155656,0.2783505635551205,0.2973779001732607,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3165663960823881,25.243288812807183,19.65125863604185,0.5626423340652462,0.5693356165669341,1.0,0.0283912630437243,33.733989062700225,27.239393264006782,0.3358680335121859,0.3764689416128567,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3321713047793716,25.64039071159592,19.90295261114313,0.5763455906441326,0.5872041775735902,0.0,0.0709704036574941,31.89820317473184,27.014800095050035,0.3661400829519223,0.3959554373949339,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3810536172047206,25.34489972975639,19.637555122475067,0.6174504998508688,0.6345497952407678,2.0,0.0498622733331824,31.05964210302869,25.041306194490485,0.3082838598018544,0.2439625731195415,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3239381394116287,27.240741650367056,21.935326143938163,0.5693074718460767,0.5670702621802035,3.0,-0.2106911262535946,28.50066067980812,23.63500203369749,0.3669736657579833,0.3959389294210058,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3449312701456603,24.79217397991639,19.23941460652022,0.5874912387308466,0.593292941531049,4.0,-0.0345625391984338,35.61787782647399,28.453641298871435,0.2302372210247178,0.2587048370148805,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3280882368227582,26.14950722481038,21.01101998718337,0.5730643479786275,0.5562665377127458,0.0,0.0676749740092358,29.506995697402168,22.424587090460843,0.3633140815178954,0.444786892162312,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3307810062272184,26.789878529521207,21.34245347021222,0.5752599504523843,0.5882615019923696,1.0,-0.2322397059470977,29.642665955145247,24.652253927767124,0.1810724023104844,0.1339731290982232,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3115768269301933,27.57252200278327,21.833716763472605,0.5581906725574992,0.5529586308036527,0.0,0.0903145199784262,26.61648605695528,19.395922645697777,0.4045335411957805,0.4364279028281811,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3649173440014363,24.78993863622528,19.09392126565144,0.6040839540593808,0.6108054647441126,1.0,-0.1366235198875749,37.94047461589348,30.14772946059433,0.1681182032018582,0.2371750279542761,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3218151992879114,26.7972560556402,21.499704338127685,0.5672875807629774,0.572982535271907,2.0,-0.1871673098218587,31.782691928450067,25.816547410998705,0.2672592420698698,0.2214024485028963,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4043038180217736,25.350452082889262,20.01444523054388,0.6358488955890178,0.6438517420821361,3.0,-0.1047628890383873,32.1848920078929,26.71160313169216,0.2826715955099451,0.2687256499602609,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3513636151241772,25.56007993355271,19.65699420382964,0.5927595123225431,0.5972476020579536,4.0,0.0019228721215668,32.09645938424113,25.20664032497485,0.3283483015690477,0.3659709361251707,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.244276682950069,27.666070098615787,22.73928577255372,0.4942772624527777,0.515152939033047,0.0,0.1191267594937678,31.084608515306208,23.421371545203137,0.3854811527019626,0.399886510064098,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2453084455040107,27.70489180142337,22.874829514152943,0.4953871008835279,0.500779188732768,1.0,-0.1344922427648853,31.250453381458044,24.52023099317982,0.1568513029376469,0.2279523069910202,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2410325877275343,28.72986126485383,23.138951647690075,0.4909867474363969,0.5174465663397586,2.0,-0.0337542190854622,28.57425033215371,20.421551353440684,0.40068673456453,0.4761602793175223,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2254293686926822,28.013963520815373,22.80634536937904,0.4748328964641316,0.5016471193223029,3.0,0.1833267052691939,30.27656904033454,23.272831742136955,0.4477340392016702,0.4667160333842426,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.269660933164434,28.333096899439347,22.473975286608365,0.5193204537897902,0.5504469164308395,4.0,-0.0433455663898159,29.81947743772277,25.5378909189052,0.2406920976995484,0.2431298851620061,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2014269700848698,27.30332487045905,21.76534836991377,0.4502076751493694,0.4775000462295597,0.0,0.0942664971727175,33.30248288909455,28.175451802839905,0.3140905762329988,0.3367774478316049,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.247492064811278,27.46549642035961,21.90475160544018,0.4974857433246485,0.5403280947897738,3.0,0.0221378450967053,32.36066887931807,25.50625217349415,0.3380879338707647,0.33768936423488,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1832111748834939,27.525011165526497,21.957144201914137,0.4280317451819362,0.4607645890808082,1.0,0.0907495728790568,31.473229720331787,25.80928420034942,0.331743570421788,0.3463838640953534,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2202384568424906,27.918279873088267,22.426586881999487,0.4711515248207759,0.4992330133823682,2.0,0.1801555252048904,30.679716670674143,25.20260074467605,0.4275152465144836,0.4350270128362083,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1885716480259615,28.90013928485892,23.353095421066552,0.4353279474084022,0.453242583832843,4.0,0.2221642176821341,28.36033831171215,23.95316562695464,0.5138435531649743,0.5412301660002993,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2355544823710361,28.549713026793565,22.95157075431496,0.4853705379406842,0.5115123737172228,1.0,0.1246132442831726,28.3780165467353,22.68321637379108,0.4195936771808431,0.4699065463557648,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1934769066786623,29.092813716600155,23.68143632952051,0.439903778071966,0.4717307236908989,0.0,0.2730169269753114,26.58312276908207,21.541591734071257,0.5372424356626266,0.5833403010911952,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2261951462954254,27.612124820769058,22.09692572726848,0.4756720004595938,0.4874404095174599,2.0,0.0814543376301756,31.974182023277127,27.14567006802256,0.42593139619812,0.469885714742993,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.227337163950369,28.22309568097221,22.55361122616144,0.4768269636548254,0.5131333411390122,3.0,0.1312631432462356,29.77728561689068,24.48780229170772,0.3948135080743943,0.398844088070988,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.214612092025573,28.80875850791753,23.460494840331965,0.4633300229791433,0.4743638982231037,4.0,0.1280929213327706,27.94752634238869,22.51797635965032,0.3688304586989421,0.4233652412471297,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2359682601521852,28.27109063483666,23.00217051226659,0.4857656432398088,0.5161316499759928,1.0,0.1108984799721636,29.78999459167697,21.86876401272828,0.4337125137870933,0.4779446904828466,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2080117131326037,27.90293449701347,22.36196720395934,0.4564224061973546,0.4900061789244024,0.0,0.0989265850737218,31.56439489870962,25.676465412023813,0.4123091338226302,0.4624676743717529,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2135824385782052,28.8713093643456,23.26691072428241,0.4621498010150013,0.4767340586143392,4.0,0.150527778812647,27.55882165606484,23.049129010877014,0.4051615786374677,0.4583881303053507,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2649448455041876,27.33615916160309,22.32118829413305,0.5147279334796078,0.5408154023855609,2.0,0.0385896347753301,32.31867569972804,26.21382907306296,0.2768709202748136,0.3004412878314241,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2414163954460169,28.036357938957224,22.71552175879373,0.4913414245166153,0.5205131913247232,3.0,0.1050554425733319,30.32167027284612,22.253888356826547,0.4320374395767286,0.4564468928361225,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0159416755850458,30.38114406890771,25.52521188737117,0.1262603526428222,0.1368377623497612,4.0,0.0104915445787392,34.860872694718815,30.724116195605923,0.3327514383301556,0.3508272085850237,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0916422110680509,30.337346538457307,25.42175893094129,0.3027246534711656,0.2960417432013206,1.0,-0.0648741437648863,34.13634393691609,27.99999921167528,0.1776544264044667,0.1528745215668821,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0663463008391284,32.12960504134705,27.264128175784965,0.2575777602304736,0.2537460377699842,2.0,-0.0526163460624522,27.921313495748468,23.96729603620141,0.052982170167631,0.0016084074038514,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0506585649938238,31.204955186010373,26.517119768045667,0.2250745805499551,0.1638325474271493,3.0,0.0679163395878108,31.265225107541745,27.26704761676088,0.3546075059771686,0.3702293778969877,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.077727230529472,31.928031094789063,26.817594029752065,0.2787960410661046,0.2856204346297446,0.0,-0.018180241652002,29.02325594979616,24.46961282508108,0.1142579795320983,0.0746683530713066,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0265656580753351,31.678100975791263,26.58075782008646,0.1725998857489955,0.1795124814126758,4.0,0.1633152132781036,28.87876851362513,24.594261962660006,0.4318035542359829,0.4147236921693827,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0739697671102757,31.254064982601665,26.51981238551378,0.2719738353413355,0.2643975658047893,3.0,-0.0097567282014048,30.83697426024264,26.31186643551784,0.032736982901719,0.0381529992924421,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0367092322144022,30.89175391812344,26.202146796419,0.1915965349749368,0.1992876814449448,2.0,0.0411214183308256,32.45952001237922,26.234874358613457,0.3712406864189497,0.3746736562519291,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0354674331250126,31.61215144411006,26.8019208993011,0.2025163298217552,0.1943051722446407,1.0,0.1138782395075466,29.904630179344423,26.28518466007589,0.5585346502921843,0.5629612070340413,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0284383523054809,31.00155543399663,26.18939886459417,0.1686367466048868,0.1686892392983192,0.0,0.0444309810166723,32.24405854924069,27.282125664549696,0.3556119369805062,0.3429686960524065,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0561576354095092,30.338098666560704,25.505380690892785,0.2369760259234993,0.177359010907156,4.0,0.0282777174649788,33.46890947959474,29.060939250776286,0.1872949741097687,0.1797815055201549,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0686072301447977,31.294876720974816,26.35783981889056,0.2619298216918076,0.2100017128581896,3.0,0.0181942969196458,30.76906683937203,26.30009525742663,0.1565477464885499,0.1548242696204309,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0689493356825006,32.071577292333295,27.19441152915069,0.2625820584140199,0.2601419532709233,2.0,-0.0541919885336605,28.12912574094529,24.126259183170376,0.0386796866516662,0.0031933669052124,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0552023413414848,30.8196296619048,26.056436532741973,0.234951788710568,0.2101789334233454,1.0,0.0558997831954094,32.278177068192925,28.424516399482528,0.3023050139067328,0.2858181050302821,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0699958390882586,30.91063221074843,26.25127889088993,0.264567270021943,0.256838831538513,0.0,-0.0603288344426498,32.0137665470123,28.09481320696477,0.0595831924386154,0.020450491902174,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0829389138161452,30.687261803498213,26.193350045411048,0.2879911696843244,0.2742020291896322,0.0,-0.0884099737227119,32.766716275064525,28.53026357424977,0.1256984041947335,0.1925800905537885,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0498882962575425,31.97834930293209,27.084692702522176,0.2289292291854492,0.2258778517297482,2.0,-0.1424354548337609,28.0050308475908,24.36692238229106,-0.0455834284747022,-0.1696890414440843,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0835194401395723,31.137847933822528,26.010918195711064,0.2969278980037383,0.2951946439817838,3.0,-0.2327120685446082,34.00298135774313,25.766260600251325,0.0658845944660727,0.029859861453425,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0457762208923568,30.43976109747651,25.679161430097835,0.2149426380311297,0.2097385461742033,4.0,0.0480809111335432,33.70913547787414,29.127823577908643,0.2618789493562014,0.2457757891703847,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0472008577604255,31.54139439257586,26.32608901588145,0.2368959501290691,0.2136512686756512,1.0,0.0399857093655398,30.36486690945821,25.64628430481384,0.240648848817673,0.1936156272042505,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3339407336844511,26.60340085057432,21.01478983819057,0.5780393003545559,0.5923739560539103,1.0,0.1928804018419845,27.22986820088453,20.738662967709647,0.4727401565988888,0.4458216357176167,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3308797415761167,26.140344143023466,20.48430717916228,0.5753145661878224,0.5732257984854795,0.0,0.1694937528508123,29.886945925197807,23.75050944755801,0.4269307280522739,0.5403632517911181,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3325082695328656,26.64266177032712,21.01495096541085,0.5767778970424404,0.5787570563512325,2.0,0.1515599714157318,27.793677220088952,21.32226355438957,0.4337812190558006,0.5356604975250375,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3810166403197792,24.91771077870082,19.46429490208932,0.6174733036905692,0.623268674893312,3.0,0.0365618402567227,33.36616658764734,25.75328078579832,0.3196666502531365,0.3594315762531406,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3517465808052885,25.69948021471789,20.6175221424032,0.5932066214024114,0.5955183683480327,4.0,0.0528141810428743,32.18931866475896,24.98069356038966,0.3367490942657599,0.404135072072748,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3307695164819964,26.022269328185114,20.4563693025548,0.5751256527768489,0.5823010905627476,0.0,0.1562427493687981,30.72102038766001,24.037520088755738,0.4424484232337116,0.4518529404743908,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3198111215724553,26.554145350897542,20.891243324624,0.5655184537859533,0.5729396311183359,4.0,0.227233056973987,27.999844086925386,21.9308879906825,0.4938704946344786,0.5088006563056721,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3500018818836843,25.91138092191582,20.341843440062178,0.5916106557605625,0.6054589211443453,3.0,0.1050089227116264,30.488416197272443,24.02457409040459,0.3848072381064985,0.3957137311603473,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3737744812013905,25.470047977289514,19.72400524298889,0.6113709977141047,0.6114100669904596,2.0,-0.1167369339527377,33.63660005969554,26.634679389401057,0.2292515047205713,0.2579461910554053,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3444270759073697,26.046565144988524,20.34091411846831,0.586885866618063,0.5938756028875063,1.0,0.0645666568403774,30.28227145290043,22.48408267840507,0.434514723118074,0.44269986080008,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3625576651827684,25.766902267884586,20.242858359436976,0.6022566863491723,0.6103377497823588,2.0,0.0503021892656854,30.864160690591195,24.304596075130007,0.344519649573255,0.3505092970149787,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3252821635588828,26.485417133233973,20.85251891079443,0.5704732116497144,0.582294979553536,4.0,0.2179826985564709,28.10691996831239,22.57778982375338,0.4764791890450049,0.4951484341021575,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3622354331264084,25.005623074416,19.962332333223326,0.6020000349554027,0.6128239737727856,1.0,0.0457127060793234,34.40425430568679,25.89428098135867,0.3333634559371844,0.3689679058767108,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3488719761022256,25.52277305155677,20.14997522383734,0.590825412923845,0.6086493339075665,0.0,0.0701177427242678,32.828931381208335,25.775892643574448,0.3312142984371208,0.3322627715549365,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3289945510272072,26.3010578021138,20.921802546845345,0.5736730393283733,0.5905001174193768,3.0,0.1556449008144926,29.417645855799,24.162353805065,0.4817515410299016,0.4886885432011201,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3407905714474856,27.44492546955971,21.86500575562037,0.5837727052950364,0.5901007568370429,1.0,-0.0519776432660903,24.3717017983321,18.78320792443228,0.4199771084635258,0.4600908915958501,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3326828173964133,26.92647115774524,20.9932825723211,0.5768683497306047,0.5866448537464197,0.0,0.164574833597064,26.148413393544388,20.86581246584693,0.461884915069533,0.4411286204051973,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3308535039569772,25.59570359769403,19.971734685564645,0.5751986647732914,0.593052889365748,2.0,0.2039367305538605,31.58268127724172,24.791732929881217,0.4547786677150736,0.4223021016974378,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2951543437274686,27.01139477347352,21.18417627239875,0.5432810908981358,0.5482666139479111,3.0,0.3451781693710253,25.833939607586625,19.813857660262528,0.5884994896797966,0.6299924962662701,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3335150663990017,26.15699545609696,20.556263794177045,0.577507675765565,0.5952153026301868,4.0,0.0898470449658563,31.126699899028,25.15225011118488,0.3639853060706944,0.3908900084824211,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2425458404783197,28.421870934111617,22.75882761573165,0.4925489577292027,0.5209677838165238,1.0,0.0429164327026139,28.57389068202775,24.10419405110201,0.3730754527275597,0.3935680605661138,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2141103505829165,29.15023554142371,23.792873011867066,0.4627683662810064,0.5039288462307522,2.0,0.2585682477450026,25.00840825590359,19.529028143309382,0.5125317206204173,0.4769666775413437,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.239072105578881,28.34440052837473,23.025866779725035,0.4889843078129434,0.5116413355489063,3.0,0.1151594652654003,28.9405150078152,22.70498526919089,0.3547352815414105,0.3714039823170325,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2637781836690526,27.987673555938173,22.710471913435804,0.5136380691120577,0.5378286078226271,0.0,0.0135474546310623,30.021117127179497,24.00524395216901,0.2367068755551822,0.2958900947315424,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2258007394335909,28.536468474896687,22.88890409165856,0.4752167855525581,0.5091496805946695,4.0,0.1755980054142757,27.87069495522646,22.590499799429,0.4325404482024034,0.4566417581906313,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2615481366988754,26.76125085837629,21.67216330647249,0.5114177711997067,0.5413981048537847,2.0,0.0840781275308203,34.42703470415219,27.555864808822164,0.3095504488008625,0.3534177854629094,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2018635450073241,29.21100396158267,23.647676703238808,0.4492922712526047,0.4770732602880072,1.0,0.2803634170517084,25.014341952805133,21.075520542918103,0.539764641196198,0.5203268248324538,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1957584481232881,28.892000615287447,23.610352180990336,0.442445983283031,0.466636539089183,0.0,0.3179060755563218,26.30916344620862,21.236311507265764,0.5723229614781231,0.6226359649573826,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2082439435553733,28.35463350932092,22.85934724736133,0.4563375324859585,0.4893385274612897,4.0,0.26437873283134,28.560921812841784,23.949949069387305,0.5306430495444557,0.5491441106991618,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2391461725447627,27.453987007540448,22.246107322745264,0.4890257381209734,0.5226320072230405,3.0,0.1394313860156004,32.27365696468739,25.806279494638883,0.3802067748025173,0.3900626604563814,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2585685936653039,28.114810674065723,22.499623879844805,0.5085267750683667,0.5347635940784529,4.0,0.004219960473746,29.91415488189545,23.74866191784095,0.3002514987573997,0.3566836868291939,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.24564534408987,28.64410251572603,23.00056481340545,0.495668874251124,0.5314654133443856,0.0,0.0554465813533218,27.64570337490616,23.5310255482869,0.3350803249058363,0.3346522393321355,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2068536711144827,28.249181677972967,22.732068234778115,0.454865767655186,0.4846422888026662,1.0,0.2583989452339028,29.159229387610143,23.94595611014693,0.5318738728614771,0.5538663390916393,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2204315481591996,27.687546416935053,22.443945717051545,0.469549461931672,0.4903920489874298,2.0,0.1603228255934388,31.225370559896334,24.31523387896634,0.4406526945542598,0.459633914023192,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2479780018070352,27.684264506500305,22.41060992174749,0.4980056848627431,0.527602484242654,3.0,0.0825728572929014,31.40174384716473,24.8132399412667,0.317389737628872,0.3370521190474048,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2146210382514406,28.2999855540812,23.09421685179117,0.4632720995823522,0.4885882274895003,3.0,0.2332563207258622,28.92310239844368,22.53473665498874,0.4830492784790922,0.501889169014524,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2413020545585237,28.266613502996407,22.77283021362669,0.4912250548969624,0.5188875900420024,4.0,0.0914062046142885,29.181392058817387,22.529675468643745,0.3511761229685486,0.3931107234308309,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.201995221564894,28.66967876250158,23.19222675765199,0.4494387851141621,0.4725007874353196,2.0,0.2782369512037148,27.4774015869266,23.05223646344385,0.554693165246608,0.6298566362295175,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2354766049500911,28.047305674536943,22.719671732483224,0.4856806441102701,0.5131670559030805,1.0,0.1469397055286374,29.97025786363684,24.094099595815408,0.3854752895080402,0.4473808543718857,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2851213488669908,27.37944025515286,22.15834292299262,0.533967554133199,0.5621451619679632,0.0,-0.0965530300472212,32.6897424627444,25.48075197031241,0.1595973338498068,0.1642728576210252,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0641411636889586,31.52928675076602,26.62834248405822,0.253261061111758,0.2349099971007526,1.0,0.0442977222139218,29.5724910581773,25.555103881437308,0.2146842072915376,0.2088996256775173,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0533048871207795,30.178768589058425,25.51894494343024,0.2308785144434023,0.2373777055506699,0.0,0.0419689722183287,35.02934510969933,29.39910905024197,0.3224954140359677,0.2493122271922319,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0444612242899999,31.289720888024693,26.65135575302705,0.210858306463873,0.2056920100359755,4.0,0.117549830264837,30.6877288078932,26.12076549716026,0.377750684893763,0.305771781885682,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0567412528177789,30.570226643918165,26.03811078245399,0.2382042276088872,0.2205020880857192,2.0,0.0685190224994989,33.45104757904865,27.777147364038097,0.289779762035631,0.2634680255374022,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0711850501252379,30.635855622278708,26.29618311802433,0.266805269370021,0.2426316531230168,3.0,0.0204860580028495,33.185774490924466,26.94686851053904,0.1752887114078336,0.1774360657638706,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0643197655812574,30.389584387461287,25.719929099999472,0.2536134175891675,0.2327796527213793,4.0,0.0218552195034434,34.18139037106251,28.392486997879768,0.2387424637541733,0.2325592876172394,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0710164576570627,30.15670415202053,25.51042220968057,0.2673078555171048,0.2466943664398817,3.0,-0.0057936535279834,35.078012230467,29.04198759896384,0.177556555439476,0.1533858540732648,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0481031304989957,31.19229636456324,26.268733477551283,0.226985443417558,0.223596970319669,2.0,0.0897512428632363,31.296398880470328,26.762298405618548,0.3044471760421701,0.2344136456951201,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0585567033052325,31.77386049508895,26.703461779543325,0.2419849237147484,0.2288874949911317,1.0,0.0709782147068814,28.511830279278183,24.91183399980225,0.2802950769829193,0.2670948326656743,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0667626811577511,30.98074307376677,25.74044862063388,0.2713208396713769,0.2588522939057835,0.0,-0.040936737711253,32.887488498294275,28.25379279321583,0.0875207801048302,0.039649672850066,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0807659660397349,31.620227609528094,26.82528931623149,0.2841935397733518,0.2574684181259543,1.0,-0.136691269836257,29.60645216301308,25.264491492514736,0.1154860669211437,0.1364354246169085,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0625904892712042,31.015910925614588,26.287610091857506,0.2501809159245827,0.2414381293910769,4.0,0.0503199108627309,31.71231294915383,27.225022785763173,0.238777221882667,0.1689644488658793,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0566617769765842,31.938032215747803,27.204527007007663,0.2380373467813795,0.228600809378286,3.0,0.0773890998001253,27.766431310568624,23.508095501277246,0.2961240338671809,0.2442254536487191,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0503160431543759,31.05762250710672,26.55960873361792,0.2243123813129561,0.1958522759325863,0.0,0.0920152385314879,31.59545061137637,25.680586235737536,0.3326025612339575,0.3555133883927408,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0825754792447304,30.731114029269698,25.983834796654453,0.2873594979162849,0.2688719893364509,2.0,-0.0369142404975912,32.97194319232455,27.133822409785623,0.1067043916539525,0.1125671557729381,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0923547101273855,31.26497254879089,26.700362363407727,0.3044033365853688,0.270560999763392,4.0,-0.1117456476483804,30.879210575512623,25.339104482668628,-0.0306988834993429,0.0159777926833491,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0717943841960073,30.715481722512862,25.90280409985213,0.2679447409373942,0.2638867742463167,0.0,0.0167796352427944,32.897276517871475,27.91494546030724,0.1726198491472444,0.0687806024129579,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0516178475361875,31.81196182722553,26.90774256874862,0.2339438116869844,0.2318264400340782,1.0,0.0753336854278728,28.73840373516288,25.388165251299508,0.3187242880597917,0.1995002414839304,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0600052171422379,31.298139871681904,26.45563970558468,0.2522443420730268,0.2377188306492074,2.0,0.0188548469703533,30.857399683356554,27.7244084707249,0.2553968195309437,0.208141667652815,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0465922932644536,31.21703961230141,26.442485200733376,0.2177302107158655,0.2086315162837278,3.0,0.1049058321803018,31.124154838270485,27.010773391698585,0.3566018966923685,0.3038224060668225,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.176167805738392,29.611740715488185,24.434210003201446,0.4508717435225632,0.4727670006090697,4.0,-0.0700260345346157,31.96904445313501,27.711799191253085,0.1271048710251527,0.0909821337565221,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2179155793147139,29.10934653658497,23.84993768078724,0.4669648628176595,0.4701480505091087,3.0,-0.0314787677701962,30.382701993687395,25.135628117661085,0.1442856427262862,0.11932177979137,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1224351563284147,30.715591580438304,25.61387221786316,0.3609203938849863,0.369434535962186,2.0,-0.0522482681242528,27.60440613381335,23.161087569077008,0.1567390861657001,0.134690550430623,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.030758378254199,32.18632109123183,27.687571257119824,0.1982902240672095,0.1814002415826957,1.0,-0.008234891915166,30.54762344408305,26.561727829371005,0.1887215753316004,0.2276369189532343,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0281335130969315,32.02685759682893,27.23252760116713,0.1800697221357441,0.1655920490532475,0.0,0.0017792178225161,30.553772033277028,25.953845156399467,0.1539620389701279,0.1559316063871847,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1698444289867225,29.503186706794622,24.43081350183676,0.4136634535015993,0.4185148101900913,1.0,-0.0143173808759318,31.067050190632298,26.812388255880336,0.179948302614408,0.1908590950108104,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1634120420719748,28.56681421180544,23.25240534519421,0.4280071129428762,0.4168979171366147,4.0,-0.0027936973645787,34.67042219040248,27.698052349687654,0.2990884509463773,0.3058103770241867,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1904528198216926,28.837647716760063,23.3795371539096,0.4383524620101672,0.4481758591583814,3.0,0.0300831639188765,31.445533440934543,26.127560006603204,0.2514946856326651,0.2528392955273292,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1799142923454824,29.721647948164627,24.90781233415205,0.4333307202419159,0.4517467383127277,2.0,-0.0160163604933858,29.28484507338501,25.431435845527595,0.2905585685913718,0.2321115443227802,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1355679308095447,30.8897291369511,25.76880542472789,0.3770646135015933,0.3900161749033924,0.0,0.0014889085864853,26.87977820683748,22.90657234142889,0.161237760256824,0.1686710354139309,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0291887363300294,30.77796254425884,26.04898843797285,0.1739835698621926,0.1502673213883967,4.0,-0.0539219605577485,36.680520983937264,30.087511240394218,0.1079806072348142,0.1670070429560016,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1768601731996659,28.97408569370777,23.966473012061662,0.4220980154964794,0.4384211943863503,0.0,0.0012607731333146,32.57223954334323,26.385017399576075,0.1768606186115596,0.1392096594662156,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1757232437875329,28.911517713178792,23.6497390033052,0.4195542377382864,0.4292222822787543,1.0,-0.0553042526550391,34.41190979068709,29.778631983525727,0.0362592414373623,-0.0231292086918409,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0177548338611982,31.260101901049666,26.52820797547374,0.1583772275278472,0.1811012856191655,2.0,-0.1016242280797958,34.35935623714658,29.39345596736881,-0.0924758702510377,-0.0362380583286598,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1628949075146099,30.14414869467357,24.90319830365886,0.4056418784500026,0.4290255373356101,3.0,-0.0630881729844878,30.90273907834153,26.46057835886977,0.1139089472727144,0.1074107377289858,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1650729409084683,29.69093237995658,24.28962515385024,0.4176203950453422,0.4143897577313606,4.0,0.0505135534512702,29.82029307732536,25.29765110534448,0.2337910840575839,0.2866483536765554,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0303620807303901,31.03440866044501,26.3299676762012,0.3573031502900023,0.3496903227264796,0.0,0.0395542911372396,33.08092172845312,28.88105311706756,0.405110929863685,0.4096079043984971,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1798634562573949,29.42012978697405,24.57658628062942,0.437536811663914,0.4517036178994308,1.0,0.1297456924352689,28.854647735026592,24.745697603423164,0.3814221979701249,0.4100069310483414,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1875301823203963,28.3405904518542,23.563739306747667,0.4352625673246567,0.4401338896568322,2.0,-0.0072972227637129,34.601625847510945,29.148898148209742,0.2004018666667327,0.1895410244401004,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0344439184907774,30.36795378504099,25.42870832627635,0.3257357639590451,0.3331449432404597,3.0,-0.1802590899444731,35.5770798310662,30.445521592906704,0.20913010036421,0.205509103565751,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1587680651943422,30.427974503467173,24.816260127388603,0.4100297334625082,0.4276450803284061,3.0,-0.167482274444173,30.972210484964027,24.420667181238983,0.1584109145158511,0.1411813631617594,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0656494428867985,31.64539828155943,26.35997861496984,0.2866922906990217,0.3080072088768323,0.0,-0.2719252763792734,29.77484952226464,25.43662403437841,0.0658937972343584,0.0532641508303027,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0823360343308432,32.730465542915624,27.28584302947017,0.0272306768042126,0.03174994567621,1.0,-0.0532820028189349,33.93386962564262,29.20733227079534,0.0710245109521709,0.0830239089115467,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1066931059627345,30.361335231636414,24.888040758776725,0.3510182965301655,0.3685615571689756,2.0,0.072908712176422,30.748157193359667,25.12516111826698,0.330082130906919,0.344354578600453,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0327591502150719,33.49210021354159,28.524698378018623,0.1186430888786124,0.1361051972728126,4.0,-0.0843850334757785,30.99172272995885,26.943860695673173,0.0610930090207397,0.0889006274264634,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1388280622621839,28.49837048002446,23.292870451856107,0.3974535138367062,0.4020214822757867,1.0,-0.0189329748188484,33.212166944400785,28.151331978088862,0.1871789731617838,0.2182050178059293,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.162617058212812,28.76091894484996,23.49132912852153,0.4070048323697411,0.3901398394757251,0.0,0.060776251390304,31.69246333671792,27.057053279729683,0.2732226145514749,0.3047772501855636,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1922433473342283,28.79523718016633,23.91809246363785,0.4429546817424172,0.4632188261733519,2.0,0.0095919478982903,31.94944990916542,24.62568632105277,0.2132702246032311,0.2699592261492963,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.134340431958265,29.684770198005644,24.93660930592237,0.3816389393018763,0.3954362186615086,3.0,0.1823599461876396,29.970242933623,25.251163089208266,0.480964631274304,0.4729724583671575,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1604530847410781,28.936537124714565,23.81067753807293,0.4219817549424578,0.4264909528465681,4.0,0.0167427257387453,33.20355364773548,26.385225198530787,0.2950978364656336,0.2878599004923687,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1810297039032989,30.157609863549474,23.868525405075463,0.4285753618879114,0.4739825177296343,0.0,-0.0318277297471045,30.06360428529986,25.06988570912485,0.1630283486485227,0.1401669223191626,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1345922574885788,30.74452247583672,25.6790892959966,0.3767979592172171,0.3931885150479354,1.0,-0.110389037421356,30.127461460798624,25.23505293982902,0.0832700957428878,0.0844339153279938,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0281145425106321,32.94077725746044,27.89787795906583,0.0739491192398087,0.0727584895066622,2.0,-0.0858270482432199,31.729843498967284,26.836945153283192,-0.013178949135697,0.0176557092725463,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0235571831799935,31.82236631600169,27.159616302011305,0.1905825108790221,0.193041866454728,3.0,0.1255403434354486,29.79760385513101,25.954941805161344,0.446539652591214,0.3978901045487439,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1095007384051939,29.57627311801308,23.94381877863999,0.3395185335565488,0.3698200733018555,4.0,-0.0622016191061625,35.48800801331004,30.94513633260055,0.0145597863466355,0.0294415102852166,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1424611357828793,29.95813984208801,24.81159031051527,0.3914025985681442,0.3946708145839958,4.0,0.049612199858143,30.26663034397123,26.193762206246685,0.2638248553508047,0.2456837207150552,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.192958653540447,28.86740281092596,24.03983717979,0.4538020518507004,0.4655267563448527,2.0,0.0193731391196774,31.76796354844849,26.8988268164267,0.1740760225859992,0.1849625415732633,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1671173314186056,29.455740041990754,24.29188106514016,0.4206030967339992,0.4303705131855347,3.0,0.0817981461333097,29.484458957758225,24.905679578529988,0.28878609361962,0.2946300152679331,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1599713698137239,29.43580039650113,24.54154459099801,0.4060642387482921,0.4277629206346278,0.0,-0.0573059382019212,31.912989634693435,28.13270629359761,0.253602014372945,0.2485841389382717,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1956539964921836,28.494503283974105,23.71936681613135,0.451145648064808,0.4621976135495575,1.0,0.0427564787182034,32.506496379864444,26.152059048633824,0.2399165650788202,0.2642458540259692,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1889338499441178,29.336661308760405,24.19562725275308,0.4430321568286735,0.447732892513822,0.0,-0.1403433038888708,32.88702263739124,28.28379828339129,0.0725560133770912,0.0678191343353991,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2146315546657121,28.7319171006851,23.15437212599453,0.4654637908223366,0.4823986729352485,1.0,-0.071200009961196,32.44201625415118,26.19479224205597,0.137942517165473,0.1201202740509813,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.163635736243634,29.243600235842266,24.16696182673715,0.4055380146219466,0.4211676331272365,4.0,0.0557721313460339,31.323806551081184,25.911091938960016,0.2874485577058197,0.2541860151225126,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2219944403553426,29.550031093911794,23.93473792738616,0.4714592740640209,0.4941725352048212,3.0,-0.0124231967637826,28.61773319349257,23.70387875732317,0.223593955726373,0.2271729435387566,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.198982127835821,28.573787196417666,23.245509575668507,0.4466144135876506,0.479176373394438,2.0,-0.0587656562230765,34.0823537679353,28.96302443920187,0.1010099408906973,0.075244801219963,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1717120537667475,29.93118442275806,24.738097580265386,0.4212249064966029,0.4286821418320829,2.0,0.0402368511710977,28.86926744801846,23.07728644932603,0.225983538886448,0.2533850785051976,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2092807012731761,28.81419846530329,23.17677334187603,0.4597859789310278,0.4592292473400183,1.0,0.0365889344075055,30.399164223122234,25.38389979554141,0.2272914437244794,0.2477307210369363,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2168288452202614,29.145346148485988,23.86534367117033,0.469417955872577,0.4872140939635899,4.0,-0.0287797305666146,29.74984648135365,24.21173720416626,0.2212894209702435,0.243115657052495,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1996263483364407,28.571185869738283,23.494514497703687,0.4610666704407955,0.4698793637010993,3.0,0.0076709852702094,32.26772509625269,24.61272104685175,0.2215754800746396,0.2673973793002333,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1922363375858174,27.999824159200585,22.517254029208097,0.4452082182720291,0.4406242512282119,0.0,0.0742954784201576,31.91329004973596,27.48539539989641,0.2795411858856633,0.28091326036705,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1507879518091408,29.84886127602891,25.31176053460101,0.400948742995584,0.4058803270485269,1.0,-0.0042663959994122,31.595405015254865,26.18779111175451,0.1118417683734487,0.1231453730211042,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1776701446291088,29.12479959606231,24.062025367519706,0.4225330470705417,0.4381499000442373,2.0,0.0259360089771423,31.28494493572721,26.87432553948944,0.1927740913983044,0.1937887935671163,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1519250347472375,29.7945155943642,24.944301433337355,0.3922753662064805,0.4171014749408575,3.0,-0.0363897919675897,31.71835215126844,26.903230546984755,0.198434361273924,0.2276399907936895,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1305746997009786,30.39858280290933,25.469764729652606,0.3618712109970289,0.350419191472501,4.0,0.0331918493498497,29.885860695379616,25.827030410385845,0.3757259099459976,0.432521131261569,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.165680867192318,28.834344120600992,23.525956104532504,0.4073842954147312,0.3964180342384985,0.0,0.0230539016818535,32.35515902744703,27.074115680562944,0.2041498685479181,0.2004235974055069,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2672857970231773,27.68727169893324,22.37904196163951,0.522255867071648,0.5417941425479905,0.0,-0.056858971414156,32.48268137446928,27.688990225003,0.1233199882515019,0.0371646806971084,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1968166242245621,29.631854778528325,24.796927619026,0.4533873828217037,0.4720523240231435,4.0,0.048759656368512,28.62598059104357,23.4912151071166,0.2317739314386769,0.2146696574584765,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1680781574024941,28.447787683314694,23.57512616415225,0.4145510666474137,0.408790954252375,1.0,0.1390874968084133,32.17483569214328,26.56540744090431,0.3756583350120239,0.3618519409899583,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2075831321800375,29.223743951122188,24.16618974736547,0.459005159655834,0.485832106211906,2.0,-0.137157536606481,30.498107222516275,26.198170402830275,0.1142642953102506,0.0512769711298628,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.168078432952986,28.68423633431721,23.275495729716912,0.4172574854062094,0.4181413826697921,3.0,0.0809298526905738,31.41482238085881,27.17266581310685,0.2991386153334471,0.3003836638265059,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1146728978065481,28.847539398027028,23.510590296380247,0.3615631974403788,0.3611173710521361,3.0,0.1183874457689942,34.56965115372368,28.40396791448316,0.3817019692722018,0.3786046524456592,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0225910212432309,32.53369292883414,27.62436115332839,0.1260742862017408,0.1307893411700295,2.0,-0.0320377812219023,32.078536389806644,27.0063941697876,0.0980162549954767,0.0973759219156166,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0766056173702104,31.44943193313069,26.37402124199699,0.3063244112582257,0.3362601456904847,1.0,-0.0926072077093309,31.152099683599285,24.198501271186547,0.1066381868983595,0.1366956734345663,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0070027581084284,30.8861644225136,25.6656578047732,0.2088161741139752,0.1856902323704083,0.0,-0.0337157977836968,33.73166193117021,28.257900181394533,0.2337988786924303,0.2159883971499676,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1471532564919228,29.951135202890825,24.606608117880715,0.398947025727609,0.4216116650322445,4.0,-0.0640701250822397,31.440094040275724,25.1771327836333,0.1628493949163973,0.13066495956977,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1324415122624335,29.79702510041928,25.30990505178739,0.3684011826608904,0.372461837139484,0.0,-0.0291343086793678,30.19163035607342,24.72054854696584,0.1306506760112016,0.0578767722369159,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2088111932015681,28.629729724433385,23.767468372175745,0.4654942834003687,0.4775086262472594,1.0,0.0224145651937034,31.45698362659543,26.108406032907286,0.1950796954757933,0.1838826413296178,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1699678066799651,28.63912365533512,23.45035017840265,0.4187141567549284,0.4254073632217349,2.0,-0.1276559214151198,33.952177193475144,28.60956706286272,-0.034892518408069,-0.0204257808282281,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2269639160103259,28.69823690522408,23.88953620595409,0.4908527962917712,0.5111278300834329,3.0,-0.0899978192120127,31.763283876176462,27.49812009932711,0.0751029560210843,0.0669058521853437,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2171987862088159,28.37706832646523,23.72241104147661,0.4865762005496814,0.4986529952334938,4.0,0.2182649010661349,28.67379063466037,23.450865916360417,0.468091601604865,0.5032127993345846,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1953950093927465,28.736774607316363,23.741216545424884,0.4423430391940555,0.446046696890216,2.0,-0.3195992746538356,35.66060741637059,31.258506929265515,-0.0660649822909643,-0.1279492930355505,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1465147478887142,30.32630995844407,24.883287495096585,0.3837938524652939,0.3696366984787247,3.0,0.0270517359591355,29.397108274488662,24.425561395916304,0.2706200118947927,0.262100527250362,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1132192970547325,30.40676643753396,25.38624801023178,0.3377231759428051,0.3372480879177377,4.0,-0.0151229439531859,31.88682053254098,27.13365269084954,0.1035436934140799,0.1212379454804989,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0990159712621818,31.32896090858992,25.973019058538394,0.3205561624987028,0.3161022497311366,0.0,-0.036401434223745,29.06178628899261,24.14076017615965,0.0957577526807218,0.0835609963990766,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1231622644923912,29.802885284829745,24.691550742832103,0.3554774671543058,0.3849372289165749,1.0,-0.0574013047330073,32.89893632260997,28.4981457586984,0.085137319333605,0.0847949646709141,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1485862250011534,29.378630359002948,24.735649828437047,0.4080363952630942,0.4256065537210736,3.0,0.1345332151596368,30.565205061590728,25.385554300778743,0.4181675712999058,0.4216172269603364,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1427282401165649,30.61128884024705,26.112427467033086,0.4089524966603692,0.424362842247913,0.0,0.0427699340827661,27.65996217425585,23.526870565155537,0.2505898156541717,0.2126581857514511,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.178459379806342,28.98355145826682,24.136293939154594,0.4322080846020372,0.430118795260395,2.0,0.0839688253616878,30.47215595986669,25.96400804069556,0.2931278957281891,0.320656573801945,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0520461483627879,31.082878183392594,26.450219072985263,0.3893099495338634,0.3989951700992938,1.0,-0.0070787179848268,33.17674923682791,27.507133293557523,-0.0282388739305834,-0.0383536746405161,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1787167930208977,28.652328617907944,23.85406818061249,0.435895704108848,0.440116168588604,4.0,0.0566715218990674,31.427482129684623,26.564272090117218,0.24333227944843,0.2270236337146388,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0554124526005266,30.21993411528464,25.45034433145216,0.2631051530905252,0.2856523196066743,2.0,0.0656746220993595,31.883828053186846,27.064984402959503,0.2937352783412863,0.3096212653669878,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1261210022808575,30.15822786790148,25.288935842893206,0.377284035460561,0.370824859424554,3.0,0.0327507900337152,31.26622793537941,25.2579497556248,0.2397478826753871,0.2893143560879155,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0703640012657,30.64920256114662,24.880316515923955,0.2994663937488261,0.3071435196071519,1.0,0.0113105891809784,32.91790647302817,28.04331376715373,0.1732005022886442,0.1953100922030936,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0333885050856019,32.08454182153829,27.35230557780712,0.2144328265242165,0.2133138800287159,0.0,-0.1700675013847254,31.886602172334182,27.6902855427202,-0.0034990418692501,-0.0594257723160657,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0066206700890761,30.6593949072168,25.14477423610947,0.1766369058834786,0.1713787514000078,4.0,-0.0893844362847191,34.20040508952885,28.62367632509123,0.1538160826839364,0.2045902833371246,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0487699200797555,30.671462115150376,25.47516600094987,0.2993561497841064,0.3146406962023282,4.0,0.0947801544578228,32.58039319327905,28.395929065179978,0.501590366483121,0.5124562007734003,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1726502024747385,29.192812593024144,24.659144662668457,0.425103351123301,0.435768752357246,3.0,-0.1328462491946938,34.281313901320544,30.11194642822437,0.1695983955072759,0.144200668367599,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0599770414277176,30.65036921055888,24.489062852035204,0.3528671938347696,0.3695042753252665,2.0,-0.0041605497823058,33.40857973303188,28.5178243361062,0.3333071811243036,0.343137732664195,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0290999938160078,30.64389803174399,25.69603454590715,0.2975390794894341,0.3054442865374214,1.0,0.0393282206242212,33.26779003996472,28.38696818560821,0.3961758666599117,0.4333340392404841,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1143527453936256,30.547506840424067,25.353259864964578,0.3496783137509643,0.361087533396228,0.0,0.09143402154234,28.50268836560005,24.0885751777604,0.3640874213612524,0.3743222781120688,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1180498175724948,30.20387249555878,25.007738544054025,0.3496610915507152,0.3676638622702093,1.0,0.1051433106091663,29.73730638710072,23.80492770328292,0.3702136813048257,0.371856287655832,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0804421674092235,31.421165154827666,26.49055925531233,0.2947737547746793,0.3229887077806378,3.0,-0.2369081084083126,30.36142870906769,26.473922346357547,-0.0711327159838317,-0.0235923676621111,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1078545338371951,30.357690499970698,25.257725756966007,0.3342232250434411,0.3075577035682012,0.0,0.0787054380319658,30.90117170982644,26.70446392503346,0.335887761526442,0.3832032694751578,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1369734628734672,29.41932264936726,24.27175163774981,0.3731422110727985,0.3677853222547524,2.0,0.0458393251670808,31.812520121697933,26.696771286084864,0.2240408714305009,0.2060896619679513,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1022752044038486,30.9018313692362,26.23565623312013,0.3305857688454102,0.3409800138442396,4.0,0.0379469565205061,29.671644097919582,25.17770341805987,0.2224841243451488,0.1766167371917547,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1304647909917149,30.3835003818363,25.923958896277675,0.3945580417158387,0.4049719259902424,4.0,0.0397162641603909,29.768983025134897,24.826725563530207,0.2060470251403009,0.2599288507629341,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0226369987858395,32.33389669228059,28.09838098408192,0.2933266432055199,0.2888948150976953,3.0,-0.4819386218601258,32.2885427133327,28.97516580130465,0.0042099153197981,-0.0371494415786561,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1807733896828366,28.58841441563022,23.866793102314343,0.4299112211704803,0.4261955989749028,1.0,0.0492148237054237,33.03079895289769,27.715956951249684,0.2267826198586139,0.2442414423977638,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0192429608528656,31.78239851107091,27.68368845295747,0.3043706435668333,0.2931927453498045,2.0,-0.1560505417604947,33.19613198197275,29.2625310726014,0.1955736924445241,0.2270593722088824,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1530143267949915,29.47158447438549,24.84249286690126,0.3929853975956544,0.393416324738741,0.0,0.0785366122808808,31.012668085208205,25.59978030583814,0.3043967248869111,0.3155455469679064,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1183994476165489,30.126177475046145,24.91586240315885,0.3541068610995534,0.3479097781982696,4.0,-0.1167401486810875,33.81295287668927,27.83350853279172,0.0405843316097345,0.0246491027599828,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1168934714868783,30.24565269300772,25.34795500816272,0.3451045700048187,0.3553868933099117,0.0,0.0201957945330747,30.854157927076848,25.66540210651537,0.2005787718884533,0.1946929213070886,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0661752265089836,31.139901478754936,26.23888627654172,0.2713656893835287,0.2596350829742,2.0,0.1422942149878163,29.52811547931219,22.33180953123916,0.3978071041540668,0.441615194418335,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0738658836220649,31.487477491766487,26.20274191804561,0.054293291466313,0.0315040701612278,3.0,-0.0124334268278787,35.79656330357966,31.364893324526093,0.2041032477030469,0.2228740504235797,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1020415093295697,31.60447319842177,25.97200516239676,0.3440966370076696,0.3643733364387618,1.0,-0.123200578198205,30.601613999425325,25.86764198669552,0.0725966632037838,0.0980083158990108,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0621133489570988,29.67096749853137,24.911323806209943,0.2865587427918825,0.2794520812936846,1.0,-0.0872943460299604,33.82593707499671,28.42826000052008,0.2781607429757078,0.2935396553382015,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1102932921670825,30.673935919244546,26.100477749594592,0.337582914030043,0.3518561235884409,4.0,-0.0660163483419142,29.2413866294583,24.95860449575734,0.1426719725734636,0.1131559090379011,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0525492581752881,31.285726539137045,26.976748229455364,0.3221321872213082,0.3230429649546715,3.0,-0.1878329324314507,32.138954551714306,28.06836456615701,0.1871428426036006,0.2549365384141838,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.012331397155991,32.51809073714274,27.718747345808914,0.225717996791364,0.2452243986823754,0.0,-0.0201646766315672,30.574087255429703,26.41606893648654,-0.2092112212152122,-0.1444133144350705,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.164281749232813,29.605576293910104,24.55369987218358,0.4055395264289754,0.4159727784022879,2.0,-0.016680199549929,31.531587769799977,24.476629164247377,0.2436959014369453,0.2240918748021337,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0158007684657683,31.20999951453356,26.587676920787963,0.1614564690960474,0.165042245616308,1.0,-0.0905535298017699,32.76740170805728,28.385370079405742,0.2225040324462281,0.2732542202533919,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0636760925871824,31.374110255183545,25.731473220597184,0.0097467015926529,-0.0150857358578449,2.0,-0.4949934574061125,40.77191901016983,33.122552879737256,-0.1100597085057984,-0.128875157605414,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1024528696026436,30.925041419704623,25.851017744333905,0.3233784368102717,0.3371267312899111,3.0,-0.024383124857277,30.8824189322988,25.85685058945403,0.1622316725848422,0.1789812650154025,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0951848390520251,30.959370214843787,25.398605499282983,0.3176737954742546,0.3492642822790549,4.0,0.0995024390139218,29.31206250280048,24.81730522231664,0.3262310553511488,0.3003429463995932,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0341695525711946,31.337400212787323,26.532869221686628,0.2137200777281647,0.2078425164900882,0.0,0.1051592633733039,31.29051394580761,26.67920954175553,0.3256528392241714,0.3845100256901993,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1505901399496795,30.187543262409584,24.803870575777623,0.3917106222132833,0.4056363217416192,1.0,0.1004606324821099,28.90303450080039,23.68075381154721,0.3407398694608025,0.3492687958217354,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0355529964935799,30.20231845599817,26.09173337640196,0.3489061956984424,0.3615822296636343,4.0,0.0176112656224443,34.95043952624214,29.892611046635785,0.3220202119064528,0.3096017086697964,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1287544772386846,29.83803137231024,25.006282799834903,0.3713483967633892,0.3818222318074926,3.0,0.0854264945205027,30.43485797011834,26.56888703782584,0.3405695128572381,0.3123304648592621,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0221013065736297,31.386138745860887,26.80443046002188,0.2898283452838268,0.2727512582386145,2.0,-0.1099028587701085,33.26790310445052,28.29865672617289,0.11036866918514,0.1178713174581208,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1213330109946118,30.19636624512983,25.3806191760605,0.369262728245367,0.3745075385937375,0.0,0.0732857097181666,30.08887416125633,25.43152880887994,0.3670123383418412,0.3776023769216067,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0816636181009426,30.630549896912004,25.88531734749899,0.2996168236245761,0.2909563237216424,4.0,-0.0992479386340083,31.50850826315629,26.00094321856584,0.1320149973579898,0.1113556559028869,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0924787592768225,31.42284800928905,26.65965321503212,0.3341855786097333,0.3414892437709892,3.0,-0.2292650363842319,29.98399846488028,25.95716345882764,-0.0504157724153176,-0.0702272670653125,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0445933458665139,29.993703901248107,25.099337675132706,0.2388942303715429,0.2251399895663891,1.0,-0.0386524886265191,33.77756317866898,27.886396889052826,0.2055562854600593,0.2152396519036548,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1093647732085852,29.319310993401068,24.37561237052097,0.3385463111769506,0.3309735478393987,0.0,0.0887459190922057,32.608936892049506,26.67092274822874,0.3319467331292638,0.3332499417926508,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0740611090043807,30.77416572902502,25.564582102196724,0.2750138917377315,0.2737047075442835,2.0,-0.0294658098324265,32.49640191506617,28.10505703762708,0.0664436269606226,0.0420661378735335,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1840691546969326,29.08530080208046,23.96529765243269,0.4360316665278391,0.46221278823092,0.0,0.0104846834663796,31.881386894431408,27.28120184757468,0.2176849831239389,0.1997914845804764,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1418514168303164,30.091711491868388,25.661614083488523,0.3928445528563099,0.4093111130115285,4.0,0.0617494038373719,29.808453197762407,24.580636778422686,0.2505823935579361,0.2616303912917874,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2043095938435233,28.754054707877945,23.839950689936096,0.4538216443122573,0.4505670011016892,3.0,0.0921912398222346,30.366605524624585,24.81146985118136,0.3168452632774478,0.3467244472049092,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1847635172118946,29.66569536602143,23.8851327100758,0.4435240035587515,0.4623098394230057,2.0,-0.0165881262598144,30.3621058796946,25.57944009382066,0.1033710722256815,0.126986202256371,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1718154396706787,30.20626863441633,25.156750249770127,0.4241983048983251,0.4431097348005005,1.0,-0.0022271687337018,28.691276340948143,22.528218498538227,0.2051923266627925,0.2103541399852244,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0985636796619445,30.95384745873029,26.046679598259217,0.3201435271598226,0.3228148525815407,3.0,-0.0134858188965982,30.524595931738748,25.492736922015563,0.0900550606353037,0.1460785789494463,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1129987794050249,29.23792710585277,24.524739844949245,0.343650260665761,0.3248744166342865,1.0,0.0071326915398305,34.06280519052314,28.19317416235653,0.1617778516326836,0.1476671411259422,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0417934973690278,31.07316921096978,25.818869202853364,0.2255116367174886,0.1656947716826712,2.0,0.1002020434182536,30.673689705955503,26.457052640695267,0.3198204885011597,0.2987532726943035,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1553514461869345,29.58382703855092,24.77834893167229,0.3962161838046052,0.4115345626877378,0.0,-0.1450473680274155,34.274126893566034,29.273574074262243,-0.0804079649102165,-0.0967012226744249,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1077114842496986,29.973425286084407,25.106697277632765,0.3283290034920209,0.2999003771077135,4.0,0.0562193755205722,31.95139425289758,26.25621581163922,0.2575055656697499,0.2594623223289181,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1321670835189522,29.239688392194257,24.168586017851627,0.3703772830821564,0.3622700102113269,1.0,0.0597859617022018,31.888258446323785,27.05563262806512,0.2885932796188636,0.3139260758083317,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1131967696029315,30.135718368992023,25.752873241720945,0.3556572986810114,0.3564900930287717,2.0,-0.0310321720263393,31.86569166849783,27.94407736776241,0.2664757956736918,0.2852318805483591,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1524189067836554,28.97720738927012,24.09794900390837,0.3918223710213491,0.3951162489501443,4.0,0.0631980357106591,32.25473245258674,27.14204903489714,0.2608951838125812,0.2964588358260436,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1572795295643257,28.14042565716735,23.437931944683022,0.3979803953141437,0.4199437169507247,3.0,0.0775480564387629,34.67838132803083,29.143938215505013,0.286542112435675,0.2458435975787027,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0568214647007869,31.62186814855024,27.39546941806189,0.3269251533427762,0.3178699308826695,0.0,0.0449473877306872,30.131256180255075,25.651391112273668,0.3262490558604612,0.304554851149325,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0885956899909629,30.860353848006906,25.65562300324752,0.3344569764297417,0.3400418691547109,1.0,-0.1173592529299987,32.85053025414137,26.22554038854712,0.0645981743865549,0.0637507766572044,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0375875837321922,31.320298839505703,25.869626461013944,0.240365538453527,0.2371728519236384,0.0,0.0895334170955068,31.20286597052479,26.34261702271256,0.3156669835698923,0.276676797077555,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0492033119605586,31.358973377656586,27.31256335147423,0.2422571054307605,0.2349947228013643,2.0,-0.248705894357589,32.61951346151303,28.12588847507948,0.1565368822216142,0.1451805961481619,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0710451676125594,30.45071485960056,25.5341430495242,0.293257081486283,0.2993455036839015,3.0,-0.0373517174867477,34.255562376368744,29.30333531167769,0.3403484778515163,0.3756779989690128,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0566108864615022,32.06627729829582,26.98270307873305,0.2689546461697942,0.2941839983094944,4.0,-0.0398160164405883,29.24016336310357,23.724066820474864,0.1730129989235787,0.1763298020674918,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1498093127914953,28.34335089197201,23.094147243854,0.39073450949335,0.3711217311903469,0.0,0.0543832551577984,33.135031791198735,28.305247799512685,0.2602905480313883,0.3063493668949682,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0596246049515771,30.69583887025723,26.217319195352527,0.3101687406687845,0.272237614581708,4.0,0.024997871710468,32.43319017495736,27.565314816720782,0.2923062989474763,0.2956864521066519,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1568825304765291,29.90085129936259,24.648727794541102,0.4141615073545289,0.4342167106502596,3.0,-0.0010043590286963,30.40853828968295,26.51654493691904,0.2133824490150017,0.1543974920944474,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1596150723592787,30.06620211164736,25.01047792402884,0.4009132195220549,0.3981145224180353,2.0,0.0436466021600946,28.756612794311668,24.172634738404376,0.2363430789934315,0.2866245602650129,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0162853955326574,32.47432369063531,28.218675625107025,0.3255218261215662,0.3189519981774774,1.0,0.0360766532471843,29.14938690448065,25.0825680516297,0.3801961295561868,0.3742742859465681,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1520361572560798,30.3914100545805,25.14225262219949,0.3921302377524711,0.3923963989495632,0.0,-0.1185926560296724,31.05979969022692,26.207925964943723,0.0834270615797395,0.0565107092836228,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0472344966988083,31.37526627362185,26.446850237318746,0.2327363259571211,0.2122459288810466,1.0,0.0723062935623184,30.589694004718663,26.58162938883947,0.3222225443057506,0.3385256742265679,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1364500373806366,30.17644951499961,24.63249123478099,0.3725622057535571,0.3711326551170312,2.0,0.0698714569115757,30.05307719277572,24.607353485468103,0.2665467698194312,0.2109975193343321,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0831021465474568,30.566888648869668,25.59117370465627,0.2922386876264881,0.2836280316652991,3.0,-0.0079682219136263,32.0071544508553,27.08033930513305,0.1477513010758439,0.1663692391508948,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.056652469062426,30.379391290517813,25.14945663931979,0.2534386551496335,0.2488043653865005,4.0,-0.0553663292224642,32.84590299755859,26.25771860335428,0.1077799459738704,0.1345659932093875,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0794845507650396,31.202897885680155,27.08664226379205,0.3813674170992022,0.3889533431131065,0.0,-0.3214039845336063,32.6643723200189,29.282658001602965,0.145448620875309,0.1930952444414177,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1383559074253042,28.821096938353023,24.127268870242176,0.3850105479831629,0.3935200715908217,1.0,0.0666952760130434,32.948841722260454,28.115293804663,0.2913877311758056,0.2744908150241641,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1403416625527715,28.928027322307244,24.043382278491546,0.3783552172803897,0.3897024507560711,2.0,0.0717455950907757,32.835979983012066,26.77592017936432,0.2821658380138923,0.3247898242337401,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1197827932018148,29.57748993690039,24.52827765871006,0.3610011824841157,0.3508422035009443,3.0,-0.0111346112152375,32.007245147917985,27.43811978715549,0.1672614438590716,0.1553456176149651,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1930607545698911,29.6573744956435,24.513007965284093,0.4405863738900143,0.4539589109734181,4.0,-0.0272581464073577,30.10909593877359,25.3029930340366,0.1049454696762718,0.0985787509246382,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0432015458742248,31.5875835145216,26.54328333300628,0.2308623252483994,0.2062018830270087,0.0,-0.2426706770988116,32.19853758481814,27.050158190034608,0.0615720499418902,0.0410530063920339,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0561192045474125,31.972071815679723,26.82799881967161,0.0059894293245292,-0.0011586947756201,1.0,0.0652725902301153,33.159168537285794,28.6333186260427,0.3503190894005808,0.3565425367415685,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0397645237959747,31.889146530766624,27.436609143342444,0.0617961664575585,0.0729470740758743,2.0,0.0403587158998055,33.91443365648899,29.733620215068942,0.2395230761550483,0.2238410977793106,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.022635613864379,31.295506890060786,26.75062290048792,0.175781117245912,0.1213970861694907,3.0,0.0722747467319816,32.25859002835578,26.98152761169029,0.2690140978814382,0.2950351843098658,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0186428560886608,33.067823349721046,27.886307734036983,0.1453281433505793,0.1374910885886547,4.0,-0.1160042868103465,32.021829587741486,27.063045185460545,-0.0296587739049491,-0.0415312273323909,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0061913507092968,31.2260273066182,25.861194425095448,0.1093451879218317,0.0805588868069488,1.0,-0.2026271960644636,34.720001566958786,29.58924529607579,0.2890495778635465,0.2548307456948027,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0814097853381784,29.88815232416971,25.21662906849082,0.2861323039420511,0.215168485093349,4.0,0.0136235711544367,34.49084962034753,29.02892336842731,0.127724110884027,0.1594230951627421,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1029587025959866,30.724792119456065,25.732534124528392,0.3211855859709081,0.3211115957207208,0.0,-0.1246931742578365,33.180932072724815,26.67502900913053,0.0673269491264398,0.0172653687916047,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0242900254673382,32.46162534113074,28.03368729366321,0.3010130999217186,0.3136390340453494,2.0,0.0100659826382403,29.03482884920784,25.15615245200232,0.1791942332728363,0.1743454305030326,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0408681898140009,31.5182087197298,26.746306384207355,0.2503019711166731,0.193233103470519,3.0,0.0404479529949458,31.4535605001549,27.19060397560856,0.3034196437151559,0.3423045001629931,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0449579913348092,32.27523100456693,27.17509964323203,0.2200713885935717,0.2445471103860506,4.0,0.0110359841129059,29.91774340363921,25.108411373381696,0.1341745327175898,0.1435649178455486,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0046200385162797,32.018416886487834,27.255527091916647,0.0804509909164186,0.1232784928013145,3.0,-0.1029093746480689,33.4847427576562,28.651137815658466,-0.0458773423214373,-0.0721578842144818,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0012891055153065,32.492439152208185,27.94543015788525,0.09567453408934,0.1093847165482431,2.0,0.0194097109309737,30.73249881452065,26.139250240400496,0.1669321443260613,0.1374281896959007,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.035653443502044,30.10445571598474,25.16126324176223,0.194181277436037,0.187817781895757,1.0,-0.1889610446638994,36.53218447182349,30.437237382689293,-0.0569050385422229,-0.0615114064979514,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0422303355259925,32.911159588158846,27.62296552193972,-0.0082186747340388,-0.0231145051871451,0.0,0.0266059565312,31.38872694370736,26.94395498130691,0.1657793705086955,0.1308449110889832,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0684322686123011,31.892793359844426,26.907151413701875,0.2644396201676898,0.248372729389812,2.0,0.0354531876926756,26.936050271816107,23.67290268296693,0.2126129517790484,0.1753706235272453,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0426726780402852,30.815150747691494,26.22567027031816,0.2374605910627404,0.1487561150071967,1.0,-0.0417612271173579,33.26311639317185,28.45021781970311,0.0571359974292946,0.0272437231826025,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0073949153068197,31.651656770858207,27.138006453798937,0.3133148637699827,0.2813433678752635,3.0,-0.0007681145298172,33.256508474885486,27.7169560513701,-0.0207505344116315,-0.0437781153510455,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0608885715960214,31.49469687033437,27.064360452187348,0.2543755298385551,0.2324943165155006,4.0,-0.117991122097276,30.41388164485625,26.86704301578339,0.3952777599333897,0.4219092624541758,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0067428202591391,31.11510733969277,26.68025712630242,0.2329719123482475,0.1977153769380679,0.0,-0.0252855966534311,34.69385389126566,29.317618398760413,0.2378271628470621,0.2228289581782314,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0123025138367036,32.911129362320445,27.82611598810466,0.1876948802513231,0.2032781340314154,4.0,-0.2613411116114905,31.646893986055456,27.851996758847143,0.1154039453655841,0.1315570798703121,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0649295741437794,32.95109278753662,27.6644868669832,0.0447904511008921,0.0170236624375183,0.0,-0.1334204825807352,34.45149007319091,29.605492537044004,0.0532393998026385,0.0254543051652833,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.09995261958185,32.35493252895298,27.6646815296714,-0.0111946990708526,-0.0004783363144929,1.0,-0.0140862139469755,35.185867594739015,29.209766218841374,0.1257249888456464,0.1011633156841508,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1035405556070439,34.0261161251273,29.003015156600767,-0.0025338193404351,-0.0129001733410653,2.0,-0.4207918064520648,35.600662195204656,31.762430046458185,-0.0463677711063525,-0.0475717097664032,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0829157750842051,34.84403169508532,29.52932587281304,0.0191247750804141,0.0390745373168891,3.0,-0.1211987222642356,30.21060825366032,24.74214130148607,0.065111061288875,0.0417911459102317,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0249926231244231,31.271626819360183,26.73744284637418,0.1833929305326258,0.125984386910356,2.0,0.0668052074927856,32.0315132230263,27.40534292992249,0.3966293795840452,0.3707679271094135,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0068391673580745,32.37611905644511,27.50829295743901,0.2411694843393823,0.2220433881170855,1.0,-0.0918451610673498,30.79817105170953,27.356816496556505,-0.0715991879345582,-0.1337026789044497,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0320679103238854,31.436387182253306,26.687534037409986,0.1938535590722789,0.1528310526187973,4.0,0.0391710911049911,31.29611028233895,26.84128100908115,0.3411353889105165,0.3295312795179207,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0128826630766359,32.260382063449825,28.18559322302492,0.2651194952569592,0.2548545199205193,3.0,-0.0601154882776668,31.208669479089032,26.213192123848305,0.0679723827078366,0.0250409291599028,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.060384869241391,31.91042253420195,27.124971021687823,0.2492153629771928,0.2405645311309113,0.0,-0.0739802255517858,28.53917985354441,24.60867705454212,-0.1079080169775704,-0.2223025321369483,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.011191701963551,32.42176244645165,27.23364281572666,0.1024261656003834,0.099239103449205,3.0,-0.0575315231698914,32.77409698068786,28.155358436378084,0.025265033489431,0.0079220008489557,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0072548314728803,31.91401832141672,27.46262043702,0.1316756767633012,0.1109073094129175,0.0,-0.1057345367772901,32.399928707411235,27.692245829247103,0.0003400586430697,-0.0417428345923413,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0263641465509337,31.9778160059122,27.479891794311246,0.1920855115277212,0.196836478733477,1.0,-0.0791845777334812,32.45748077239191,28.09507777340865,-0.0044382893871115,0.0322239329407375,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0097406120771268,32.84055120883544,28.18733121552866,0.1511713746566409,0.1413208367093034,2.0,-0.0377742968532051,29.766785044384388,24.993975651240056,0.0764824728044649,0.0233111824157763,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0420435605727833,31.6239629119828,26.540054131655232,0.0491619485287549,0.0381864394644691,4.0,-0.0577265363665759,36.8314859737944,30.505841958578152,0.0961266099020303,0.1027808571647079,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0190784735931029,31.75712462364288,27.31209988924049,0.2434117705985932,0.1954842995803876,2.0,0.0149333834752395,32.2151441644744,27.909188270017584,0.3833837845913974,0.4494912498581762,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0434947579566141,31.45928869878904,27.102995435269907,0.2346523347186347,0.2141020396375025,0.0,-0.1930112815820224,31.361699678291544,27.279956112738127,0.003485022863878,-0.0357874164719958,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0037109737078935,32.16440629484365,27.710722233701247,-0.2394005994068376,-0.2568997918612254,1.0,-0.0085639668935142,32.26876009426755,27.174861160864378,-0.0730280888175208,-0.0954827827260494,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0679244531122084,31.33089015773668,26.85414603549931,0.2720158379877763,0.265359660294019,4.0,-0.0253896229567094,30.990745009848297,26.55739164859087,0.0094553238803206,-0.0090177815236324,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0035886092829547,31.794399723786835,27.145321590102025,0.1745499117437991,0.1741022221696946,3.0,-0.0008987147233672,33.08207969191483,28.31628463048051,0.4550483005466195,0.402034784442362,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.019385854508597,31.76335712652126,26.94649361799712,0.2019731891875388,0.1833702957218289,2.0,-0.0949120636620426,33.6422607066302,26.66832224653545,-0.0141829681543698,0.0380159120693012,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0516333848901291,30.85370888827584,25.841113267716025,0.2421770602029151,0.2374878860056842,1.0,0.0009326230469832,32.62118593588346,28.41369879377482,0.1750503701396384,0.1563711698245277,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0212753568840144,31.95704794625067,26.717855620693253,0.1583735081157886,0.0677374425938632,3.0,-0.0277460423120163,32.88778740962031,27.59899226249655,0.1346607354681357,0.0967398253996412,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0328935889156709,32.535924868826825,27.749514666921268,0.0732043598970623,0.0557188899822481,0.0,0.0317589139400091,32.05031770995703,27.91665662286425,0.336802460878588,0.3671090664162469,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0890758057258733,31.70145129455052,27.257938453366584,-0.0186411580982836,-0.0614543285031142,4.0,-0.2081028331279555,36.34418953517114,30.150327222326062,0.000777159353164,-0.0163189434581368,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0643363619331482,31.346230944516147,26.67474603114452,0.2544948661130156,0.175459166494214,0.0,0.096336975973498,29.81308214800172,25.40501810709405,0.352972670737769,0.3866178891022203,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0538394401994707,31.545017471085973,27.360852956964067,0.2760443305412966,0.2774325225730756,1.0,-0.0034365674626131,30.78679102670726,25.84608292114576,0.0478790968337835,0.0059654455508058,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0644575169754489,31.28293570291697,25.73011545693932,0.259861344766426,0.2431034906880986,2.0,0.0222702447422993,31.12678824031767,26.20079819393943,0.2708269091654169,0.230528125318162,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0548352779275024,31.61115062525206,26.64214370780515,0.2651205018811579,0.2605917361990201,4.0,-0.1234321073951789,29.895439861794856,25.824326609281574,0.2080830195145889,0.2588307772205651,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0354247775209735,31.51734743477007,27.303928282909737,0.2121627764081757,0.1761719864856439,3.0,0.1271586574650073,29.716448312092066,24.82101553481736,0.4005108292256674,0.3945963062157132,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0588774931146947,30.741138830074767,25.654220709221843,0.275320789680567,0.264045386987598,2.0,0.0190159818715717,33.26903374948799,28.00369288799422,0.1819196934179785,0.1461254112821851,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0036157632581599,31.763246496309904,27.3194231115307,0.1022740690861676,0.1234169994287752,1.0,-0.0095320266258727,33.89882377144588,29.04985274942184,0.100160880765768,0.122450767293278,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0118529293051217,31.962947498993305,26.85118660603037,0.0808942630808152,0.0885633872326839,0.0,0.0522175752443168,32.24069164089495,27.886730907123024,0.2432516411142156,0.2153808383647487,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.067630239916357,31.79391168680412,26.75379912465881,-0.1004716239643866,-0.099851193397037,4.0,-0.2871700410452407,38.01851861370826,32.38575832180687,-0.1598826241216142,-0.1395548780713712,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0586370455036274,31.54783073905979,26.1715722172734,0.2462916650032027,0.2020593261703266,3.0,0.047777069352294,30.44352076055587,25.63429936180007,0.2777308632478115,0.2511890857453576,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0705448789301216,31.38130225955408,26.90731170734404,0.2676869509208038,0.2449531970340334,3.0,-0.0246637851214299,30.484884693093097,26.046080664572308,0.1273604948972976,0.1220029816620179,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0315342196899456,32.25008768773911,27.582593213659504,0.2067691449476146,0.2100616213441418,2.0,0.1084456255661239,28.498132074647724,24.686721658015003,0.4062254982980955,0.3204018178317172,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.079171313924768,30.40612530482429,25.975943525907205,0.2816592578949673,0.2449311154132473,4.0,-0.0011077252560243,33.98853073600607,28.27785633144684,0.0851448154253153,0.140213210451974,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0412053541211741,31.138206292374644,26.451459912932226,0.2537788885880638,0.1994771953036305,1.0,0.0401952969007974,32.08921036257383,27.84854266898377,0.2882176612910904,0.325132529995175,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0587066257887476,31.400268421904045,27.035925422083768,0.2479060164587136,0.2236176150494076,0.0,-0.0530000630789202,30.62306851954136,26.25569998780663,0.2064996643584425,0.1480703560753808,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0827978569035288,33.441028108773565,28.208459742284063,0.0367727596191443,0.0432257126444353,3.0,-0.1457472761402414,33.842215705643135,27.948643840799463,0.1033887968420885,0.1081967491944881,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.002263423445,32.074839448948985,27.303454840377704,0.1771523168420294,0.1895958438171421,2.0,0.0166584289656714,32.034415595054426,27.32398728372388,0.21481540979552,0.2483889553313866,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0625858557250194,33.32301060123164,28.562941373067027,0.1139457135519665,0.1009354302074282,0.0,0.016258220918859,31.085300076092523,26.412302751514314,0.2108385400026835,0.2598327927345562,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.06169875001813,33.007427115819766,28.300886938800925,0.0672178331958515,0.0793400552484498,1.0,-0.0608479729133615,32.29304704085752,27.70575708139436,0.098268873998039,0.1290751769163142,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0653390978272072,31.6925583589787,26.835694679187288,0.05730270813765,0.0167582338061066,4.0,-0.2584885045856,38.77580508106998,33.37989320731455,-0.1061735880424463,-0.1073877422514166,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0499107747720546,31.711989254311817,26.943043078420555,0.2274189500203135,0.2233021778892704,0.0,-0.0466658479194521,29.846748843389232,25.653104542427062,-0.0234846347407242,-0.0874510336470613,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0359112428888148,30.6956337456414,26.393284758082583,0.2018954224185105,0.2072584441140721,4.0,0.0450114257239848,34.313504990723665,30.14312996309742,0.4792244460038292,0.4972479732850731,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0682706793158071,31.37976627823653,26.88333279991509,0.2634631870790835,0.2581077555843084,3.0,-0.152143729028219,30.79558438062424,26.61133561765051,0.1896595897901098,0.2488398886917872,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0624056718426868,30.784904380365475,26.057559424568616,0.2604631280091122,0.198892337497372,2.0,0.028970583098927,32.301304258366365,27.566884074399884,0.1858573989735456,0.1871567796299351,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0405629103254379,32.08837745729197,27.76724375764592,0.2486407118416834,0.254352463576146,1.0,-0.0537565409827824,29.39012964306208,25.34585695857116,-0.059658690434721,-0.0379305889052666,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0021874750843793,33.148785313098465,28.655360379443326,0.1167551605372464,0.110454101560228,4.0,-0.2060676752750339,31.31538087172587,27.427379638731736,0.009088561769645,0.0443281868845623,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0033321598515126,32.61768266569847,27.912358214275063,0.1213955696327354,0.1275314341949154,0.0,-0.216510296108126,31.93248803541628,27.21865317947201,-0.1725921366189298,-0.185819850320085,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0013110301608498,32.30549858060584,27.56302917250856,0.1501562642196498,0.1714020733415796,1.0,-0.0367666413754563,31.64959208692794,26.25688302688984,0.0406545578377381,-0.0612952634308644,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.028257842636399,32.9121889106092,27.23049848673833,0.1085505857585744,0.0997380628339502,2.0,-0.0250788596939453,31.190394377919983,26.01879207513097,0.2526777437218109,0.2655773719011192,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0025762813038729,32.58248815536982,27.864700702320786,0.1120264380814115,0.1196092142805007,3.0,-0.4871720362487084,32.22784355538672,28.795986158148853,-0.0090387766570466,0.0170337424823883,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0708984153672018,31.743121183774445,26.90728346555857,0.273070519384577,0.2603256706102267,4.0,0.0132466808171343,28.6226075139356,24.032197176124896,0.1308779032310388,0.1109312389385107,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0690910789456651,30.696396870584003,25.845720106488496,0.2684449672760264,0.1998017148660453,0.0,0.0151001047579659,32.11910741520458,27.41323865440774,0.2351884578035656,0.2500660556276829,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0498529479626592,31.01974523197548,26.78174689047463,0.2285265937589334,0.2051671295667298,3.0,-0.1864269295891094,32.59013694728495,28.57183040037225,0.0166566415060844,-0.024558240434567,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0042746370505317,31.385816731574376,26.94138003727518,0.1537120131893984,0.1550069182028385,1.0,-0.0064206321401594,33.78934274632086,29.50922444405408,0.4134608342238956,0.3109936162059,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0753875210266235,31.558322927942285,26.80892039357912,0.288502514023836,0.2699701614841853,2.0,0.0166761665902288,29.27103797730075,24.96972410812206,0.2035234834929529,0.1843996833070602,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.13893167612317,29.749205048660457,24.50450161240113,0.3776796856744933,0.3950864978962319,1.0,0.0739133115414441,31.15984316098577,26.16330873204236,0.2852992142118296,0.2866408488555582,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1240057352147216,29.13526079493188,24.006468986844126,0.3568952562981102,0.3706627869373354,3.0,0.1514870320988852,32.89400164784814,25.775067870486343,0.4120090060607764,0.4653893989417004,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0989076307314528,30.70052216197008,25.203882322402613,0.3252631714012751,0.3361296672985777,4.0,0.0877062623336165,29.928726609489463,25.033736411420364,0.3037741601254849,0.3555550891822507,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1061555443408748,30.47877734642875,25.285544602117668,0.3337772966179403,0.3071261050560478,0.0,-0.0296863256883361,32.3006859263233,26.10136661824299,0.1684301268789237,0.1943619400423953,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1118796088564949,29.147804493028527,24.33354157552788,0.3488398610876806,0.3606679354772175,2.0,0.1216782045540713,34.31557282492419,27.61809306027048,0.3661753920769018,0.3207972987072429,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1174114846455375,30.26811580483781,25.57269059609897,0.3570792663433801,0.3754972109884927,2.0,0.1997901278295241,28.52997831830924,22.998632313514378,0.5060344692768892,0.5020963976168579,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1559344814887895,28.971143328999684,24.615676343658738,0.4064352668929895,0.4193783713769233,0.0,0.1363849602914286,32.12522736942088,26.75376937963246,0.385277265009164,0.3682945526696378,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.181889628554837,28.985284746902707,24.24189845398282,0.4320915400063754,0.4376932081838469,1.0,0.0911467161464948,31.034091258358167,25.359875699028905,0.3304711275164663,0.385398518785132,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1425766971821863,30.00515143300617,25.257214006711653,0.3885850399429232,0.401174874711861,3.0,0.1604240619356015,28.071438092413857,24.278685633059588,0.4981806691513382,0.4680674656682739,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1797894156697088,28.84701259848104,23.65259025265115,0.4293770858998431,0.4498229049762376,4.0,0.1600787249977847,30.55335992070231,26.00439391511713,0.4013479312978715,0.3740475641553638,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0328854757853182,31.16097600771985,26.18242779235323,0.1835822239134896,0.1803906055052573,0.0,0.0500416862228347,33.04515326917252,28.5744272897646,0.2509069607570724,0.2917027455963978,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0174629463936794,31.90222677102356,27.45879766305145,0.1502274989632368,0.1795630253161327,4.0,0.0372599603487097,31.205830442285507,26.56619248206136,0.2064581581705162,0.1897604907308057,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0240000517738258,31.19702745870103,26.948322180620835,0.1723456276188273,0.1793380814554766,1.0,-0.0200030015244101,34.72761966947104,29.33621814938365,0.0365504806086252,0.001018052057992,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1465838724298469,29.92341445433868,24.251123384245425,0.3866029805641578,0.4287391978401697,2.0,0.1585066588548158,28.570155076825262,23.476975226210094,0.4079355400545624,0.3995528925830329,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1810255728281995,28.84963818714195,23.98112278173007,0.4270633588948657,0.4576659940675208,3.0,0.0925953053862232,31.118395240839384,25.157763984045587,0.354821352525129,0.3455691355756374,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1468835454883527,30.325170004289514,25.006765979156388,0.4000338991290487,0.4227313872093856,2.0,0.1192562322261131,27.31174042851136,24.100500083142745,0.352664901422755,0.325482787860291,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2300845898689558,27.7310049076532,22.83263985144345,0.4852898391302731,0.4853042945640918,4.0,0.0406712199415452,33.5733744919894,27.37506840485166,0.2414360802899493,0.2752490004617883,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1871608842433058,29.02093428829813,23.605434417352782,0.4353682068992828,0.4354079523059002,1.0,0.1197758426671783,29.997037494333696,24.80354773837752,0.3532637804685545,0.3797504226229272,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1954455062801477,28.943755964972013,23.780013712094465,0.4446015447464158,0.4584014518120042,3.0,0.010227138680574,31.54774996835417,26.722628725970843,0.1958470491790211,0.2184392400757985,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1953960707583826,28.60402326053025,23.77953269921105,0.4503879194146666,0.4538709316492157,0.0,0.0213348559464062,32.79049038334993,27.242164200658014,0.2187004798800459,0.2393576828305751,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0442873463811048,33.32528421518774,28.52358538217547,0.1088811373427562,0.1145307527408829,1.0,-0.0657872329617836,31.237483266277884,26.33700898606716,0.0639609437001714,0.1020471351218695,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1004461757822586,31.12458231251743,25.636933755532645,0.3328316932409804,0.3283173778554964,2.0,0.0866779311579882,27.979437343542457,23.32173497727396,0.363523740771864,0.422852285216632,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1041534602822341,30.20788030794281,25.5473980557561,0.3476209369826987,0.364688779662624,0.0,0.008717714617575,32.84443034119598,28.003799127944,0.2014957553461132,0.2183915284063895,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0888923047964149,30.99709138100213,25.620905505925013,0.3299232937402794,0.3111839431284979,4.0,-0.068472269375774,31.8842731783921,27.07934137082417,0.1740280980787583,0.2052024790408436,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0758940388082496,30.76177235740982,25.239802921618622,0.3121277841459974,0.3271440453453324,3.0,0.0618314291429241,31.749443088725645,27.025972939495144,0.2876938699454119,0.2639651979519362,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1668532087164641,29.52110018572686,24.38154602847693,0.4116999371917678,0.4167479503052066,2.0,0.0768470386643235,29.97976726390975,24.023156010913205,0.3113473375025905,0.3493529533877652,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1807867986354475,28.278139916500727,23.63267400044053,0.4270518123399608,0.4302522300875331,3.0,0.1159793061850789,33.30437627581327,26.27909484946824,0.3596668908962596,0.364018010066982,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1617684651213961,30.44293939011792,25.20866920484241,0.4067481379793508,0.418216173126832,4.0,0.0860798338761739,25.32549034308824,21.55991542238851,0.3445191564443854,0.2984839660352696,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1258156640916683,29.58373243802878,24.93491738303039,0.3691596555123793,0.3641981357735357,0.0,0.1499042276326503,31.33624058216328,26.25980436133193,0.4457073642098331,0.4945451112358628,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1785555943922013,29.170045832264485,23.584204319233248,0.4332111225010588,0.4487664440674907,1.0,0.100869290052223,29.98412887579555,24.17756413863853,0.3846807677241175,0.3581538146929772,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1150061161760269,29.33237230457614,24.054952075363808,0.3460005745700891,0.3632862755337736,4.0,0.1216235787982807,33.43120715417741,27.175879293113542,0.356532451294987,0.3664252732028357,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1236740847610761,31.020337112513776,25.942415901175742,0.3522455037194343,0.3563504110563514,3.0,-0.1672214535673641,28.391739110452622,23.3825984780396,0.2111671604362016,0.2453753998955919,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1383775100047297,29.58431939878996,24.23438080122117,0.3725874035291716,0.3691428516087073,2.0,0.1337625995103282,30.40777617006848,25.64914251221827,0.3790385046283466,0.3913372027842104,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0713837491989705,31.138186016997803,25.834951672586136,0.2757349292631827,0.2774258330093119,0.0,0.1954444043629641,28.25489130631352,23.625864022542583,0.451232657158869,0.4541690505120499,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.101196228412392,30.801347812369464,25.28447983193523,0.3240500419364244,0.3250796797602622,1.0,0.1609751424135341,28.08291566512035,22.980065381314947,0.4196536533780025,0.4649874059513199,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1578958258925374,29.58921777042925,24.75707374846908,0.4062370617237851,0.4005281857039428,3.0,0.1253782166567554,29.74983464453627,24.467660718518182,0.3545309770922368,0.3789527819596505,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1933544615234015,29.24790499242852,24.222988756605663,0.4429706615492496,0.4514914077066602,2.0,0.1055717961599957,28.802340155914067,23.17867530139738,0.3407541223801635,0.3208807587047234,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0975232675343585,30.42648134731164,25.595852770664187,0.3480368395356767,0.3517283509189672,1.0,0.1562800461052678,29.7410500119268,24.995412350266747,0.541598816740446,0.555221438990294,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1308648961211964,30.12644780925202,25.63543696520473,0.388839014500455,0.4078302443111343,0.0,0.1543215494964023,28.983675330079315,24.85432439494707,0.4168412653696518,0.4070865195898338,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1925464691138444,28.808209547058123,23.76631430409032,0.4400372073522413,0.4409450488167166,4.0,0.0353733656185121,31.93875666060196,26.945597264571703,0.2299859255229439,0.2559799328885664,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2136116699184731,28.806389998728708,23.642650185045152,0.4638744745754853,0.4664915271718274,1.0,0.177547983956369,27.914708885740943,22.85087794288156,0.4281150132190139,0.4694720382802279,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1633561526226922,30.077238394565896,24.904713696122577,0.4049292366023377,0.4168207646728075,3.0,-0.1137114763689959,29.946400336823345,25.195625807397864,0.2088702349755639,0.2742204638170368,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0864827960941281,30.752228253854373,25.25136068975397,0.3129984026722998,0.3261749318038688,0.0,0.1535201459159937,29.5224558302806,24.37075272495522,0.3945353739270418,0.4058570422744519,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1510947934532792,30.65902740702768,25.229998791097312,0.400278538429649,0.4347525550285506,2.0,0.0848547724718612,25.86915784607404,21.74630405063818,0.2985068944465017,0.3177045343676165,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1392027957188191,29.577572514574044,24.44520534260408,0.3753558562815807,0.391007345205115,4.0,0.0381888103962343,32.61886255687754,26.713612905631816,0.2348684241753355,0.2451879684006063,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1842472682636453,28.3169885359722,22.92041130880491,0.4330559935292684,0.4536687429285619,1.0,0.1087854842175507,33.150367592242,28.103265971731705,0.337262006306838,0.3439930313099816,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2009526083636874,29.31894522812062,24.524836994193222,0.4577885947320604,0.4646530442353444,3.0,-0.1491581964512141,30.669396587074825,25.18511793653736,0.2216140945479452,0.2918136022722665,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1746656370736746,29.19374399808456,24.01254891790425,0.4196915975557898,0.4123060040132174,4.0,0.1943320269950853,28.73490163514559,23.77910356199924,0.4703783567324633,0.5057146757893416,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1753987021300483,29.16246366333274,23.89075066432985,0.4259913331094355,0.4434220048665583,2.0,0.1827685034820597,29.218833178815284,24.69758160164743,0.4387571276602957,0.4351828047612053,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1905851013705383,28.56576468892429,23.45460371427305,0.4423316618316583,0.4531778262722571,0.0,0.0099103370357466,33.582818502273746,26.64448160166614,0.1999705227229082,0.262123542082556,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1761558724277526,29.227242271178884,24.10337309929599,0.4210459056909417,0.4247154846037831,3.0,0.0962624030198541,30.36927492154524,25.384283652675723,0.3169710125595322,0.4072647510395312,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1847623637181212,29.862575031650493,24.25661597931353,0.4302445039032137,0.4374345097828208,1.0,-0.0100005064631913,28.1681911139736,23.87749039353276,0.2674776658876724,0.2416720892201336,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1752400059169302,28.97168644156404,24.099513243302425,0.4220482036133494,0.4437393957518964,4.0,0.0451659292912838,32.42161228570196,26.952606636116588,0.2515993070161851,0.226491533058721,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1720745049181019,29.47159301634121,24.34008383969398,0.4150805600729632,0.405256997359567,2.0,0.1109864001876724,28.86846997975545,24.32171388007042,0.376861939597724,0.4220486861094495,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1657723259848891,28.97823075309703,23.961330831447167,0.4079987970923555,0.4138718154987177,0.0,0.0182030132797581,33.393331501673806,27.27549997766545,0.2158728050774329,0.2864340081003294,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1315195411163854,30.495902977645528,26.125183378583685,0.3976872820082466,0.41196224126378,3.0,0.1013517264686073,27.71682756117765,23.37130348628108,0.4113220735161629,0.4112677240942439,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1837036832989148,29.16278768402029,24.2965913305302,0.4322344948296369,0.4406269283671541,2.0,0.0692584023126445,30.440986601748712,25.374730736121023,0.2786849807530984,0.3165655633450684,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.071758131092403,30.318154346352777,25.865659236886955,0.4167949931238283,0.4270642276477509,1.0,0.0059531893609673,34.54182933709576,27.84878420492776,0.2524068720130499,0.1950692180395663,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0657933576936455,31.033352952490443,26.884325736731004,0.3684291868470339,0.3805271247535052,0.0,0.0742887918044215,31.02698631183513,26.19548066186147,0.4990629609481792,0.4738040764251937,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1640750921576824,29.91215272289429,24.673753239032244,0.4102719491490251,0.4250462074700437,4.0,0.1990257573381441,26.6622587784344,22.34244473134131,0.4626562085986335,0.435974538528722,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0096420989456367,32.39145864620373,27.4045823348286,0.1375751538340424,0.1546900406111994,0.0,-0.135224673466265,33.40009473737763,27.847397244070702,0.0399077789523348,0.0494020225258294,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0601958450991643,31.796966655928493,26.434941466081487,0.2630259219649418,0.2601569072750121,4.0,0.1174238351676374,27.36097225307022,23.60492985366245,0.3735993935326349,0.4277198212566694,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0111522350988354,31.899648466069788,26.824077674152548,0.1788217096933993,0.1556862501148432,1.0,0.003942795864071,32.275841252251126,27.23033094561932,0.1783623989299899,0.1412595708625164,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0901584163510423,30.213314008203856,24.324465965283903,0.3450748412992617,0.3666676975252969,3.0,-0.0739315865852403,35.17407619604405,29.09335949407941,0.1786481951857519,0.1234355404089495,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1255861241578884,29.319213188175404,24.08261475833677,0.3734975619914161,0.3868966897294162,2.0,0.0760493134962745,33.60431666478176,28.188127319678923,0.2976558674551891,0.3162192230078875,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1870885493458323,28.970040809557336,23.775393141969104,0.436754748268341,0.4593440055841813,1.0,0.1379273946658137,29.95874972623284,25.134472182820826,0.3785433109062477,0.319035152251527,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1387475131348878,29.955400242230148,25.44800148880004,0.3844199842740425,0.3936992928618731,0.0,0.164130109867704,28.835707993538616,23.67063227541624,0.4458259381752025,0.4666407785606663,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1503120124756208,29.85536226065705,24.240376662134672,0.3943807318009227,0.4086658296384081,3.0,0.1787092825674392,28.091423274430376,24.0709389431286,0.4352687827073084,0.4187596433100536,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1716837160904956,29.85588302203454,24.97304348128889,0.4207981816993329,0.427967033383476,4.0,0.0295074103622808,28.41567722178644,23.355089135533422,0.2778429035674757,0.3251401104807287,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1780081821642662,29.4815068205928,24.563315744660898,0.4260030631660885,0.4482040824950303,2.0,0.0347891389690716,29.07239186168636,24.0169121358794,0.3333055356235584,0.2720193117426487,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1321596555723396,30.386913883959647,25.154256478783022,0.3645679954719767,0.3669277405677526,0.0,0.0513897959445706,29.231832343178265,24.63827326987801,0.2491092401820322,0.1815529296826039,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0849978706272316,30.62435964146729,25.558363474896428,0.2981902931416628,0.3194541372189184,1.0,0.1635200500022279,29.78105255743689,24.711369518826743,0.4127486518641121,0.4439488245913923,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1166758493548575,29.883907889241407,25.109922217204137,0.3429758585475008,0.3466636065093775,4.0,0.1504228043399119,30.9456392088793,25.27619674058309,0.391139950250961,0.4240929463379831,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1199200637064978,30.44557524230559,25.05829156452744,0.3484765801723631,0.3583342363017814,2.0,0.0961545532071516,29.24979852225409,25.0313733438712,0.3306488052916503,0.269950304808995,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0991208469357919,30.056143238265648,25.21937895935391,0.3230874257970909,0.3251088061549985,3.0,0.1240369844655866,31.88958239061567,26.410171759169405,0.3536272519258393,0.3607797864692858,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0476771879951827,30.99182583383521,25.97514323342139,0.3894036084309484,0.3886402295158502,2.0,0.0193307804632966,33.385772932982334,29.311203861448444,0.2693898757069445,0.253525118112285,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1575405082558534,28.88237074625406,24.02601565702919,0.4139594632464854,0.4189913789223763,0.0,0.0675156343557469,33.53401335296821,27.481889396325663,0.2803544439729695,0.2873815347611031,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1441630201580513,28.35647833278725,23.78680131763196,0.3897288157390163,0.3860453915804569,3.0,0.1113032551634686,35.19270841276684,29.070625139746888,0.4477732777813012,0.485584744313489,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1321712635917858,30.42730083069893,25.60764362531141,0.3894608070729722,0.4026982233459041,4.0,0.1294368731567188,27.716855803577843,23.09927436102236,0.3924298177803176,0.3584078923646181,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1785067271547687,29.026005608809136,23.751814950200348,0.4262943014245102,0.4323347901656093,1.0,0.1521372433067713,30.01287041555793,24.79569214557609,0.3938769991431495,0.4317042839589593,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0795957971460049,31.59222187895825,25.68268768923356,0.3006724023316547,0.3162850533658994,0.0,0.0218403211122255,28.509235451849623,24.25151641020682,0.2646337177003516,0.2351008842418685,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1007610045202462,30.10073443550825,25.024313495253107,0.3409315694113379,0.3564305803690452,4.0,-0.0381296496425254,34.42413094257785,29.851090278086808,0.1373616916540619,0.1870601757972931,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0761230422957057,31.35417609656721,25.744269900125875,0.3032527142233008,0.3078321859672085,3.0,0.0243803418440736,29.708780665350183,24.25958291212113,0.2458313780163449,0.257761172156446,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0712550921014454,30.604215630162788,25.93840377958705,0.2919094711646678,0.2886888511397371,2.0,0.0055914683496428,33.156398640202354,28.734238897412656,0.2669178658873463,0.360920010829356,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0763156262276683,31.06893714096013,25.41775668510788,0.2952148296633894,0.2836610184895742,1.0,0.0403697810770751,30.826984978380544,25.81383293911639,0.2343649918374308,0.2268276053153615,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1822428040570196,29.233994168400315,24.283818949922665,0.4281298602970823,0.4147731650045104,0.0,0.0475023496734258,30.63484005014641,23.936556064863407,0.2934596590960283,0.365284104108514,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.113827343826574,30.29223246320056,25.89982918524436,0.3550214393546372,0.3463563675806809,2.0,0.1350965393440759,29.484472282629707,24.35129867415604,0.3678670076012169,0.4107870973221906,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1686504918917396,29.229545704328824,23.83614526180837,0.4153988562102301,0.4058136390076935,3.0,0.0927947322255282,30.71802121562743,26.113309682640235,0.3259853005761501,0.3483091239091364,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1670799286695216,29.50311367617252,23.94967655543197,0.418528358109277,0.4196105126839395,4.0,0.0087849087257831,30.93182077488084,25.62997439149849,0.2346360938570466,0.2271999748891604,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1508569689018724,29.760213792801608,24.3437637498842,0.3985395969291482,0.4057770931735283,1.0,0.0259710351229676,31.181466545762483,26.00987184536844,0.233683311479426,0.2493112586565593,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1334748544951377,29.60973560550603,24.2987712448146,0.3672341675639007,0.3746830241459056,3.0,0.0152150649616147,33.21217255644206,26.96899201456489,0.2258867740784493,0.1340407447176957,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0055391956749433,32.05560464071444,26.79916610165467,0.1139548383985455,0.1053420553888623,2.0,0.0236418395955358,31.71516857240333,26.88820812557267,0.2081099479199761,0.1980426626330993,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0090039852546938,32.66582403671719,28.00203267494464,0.1252901942586648,0.1175782427737103,1.0,-0.0161688960353569,29.342532884910547,25.84795093456337,0.1795031981717874,0.1435386112337696,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0011581206392952,32.17615272150965,26.932853468009803,0.0969416217910898,0.0941157061419187,4.0,-0.0548345804900631,33.01088741225101,27.805959516612223,-0.0416572778282107,0.0137485897217466,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0917251439106368,30.9677414585954,26.14678402372149,0.3153872187820543,0.327485510592709,0.0,0.1223063319277074,28.791515619619567,25.08511987171801,0.3851920224029476,0.3898786253707249,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.021761780008345,32.30570487004034,28.1856627283753,0.3505507529181692,0.3359638317344671,1.0,-0.0337905398421611,30.33439556859261,26.068192844899144,0.1406876635208955,0.1782115870588076,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1478779064323667,28.97850410551128,24.32396375647321,0.3878026984047065,0.3886355681171248,2.0,0.0806730593011202,32.98127608400173,26.09060696093135,0.3297596681708461,0.3192800170739685,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0130907793762247,32.49527281632982,27.84226355305255,0.3588572722268822,0.3666330224234247,3.0,0.013982176417183,29.59821210654137,24.65577710151572,0.3175567439780208,0.3296861310267782,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1505898357236027,30.35873776724883,25.677899311950963,0.3950578216099773,0.4139954260342566,4.0,0.0263311903713313,28.39708246719655,23.038254812820025,0.2324775618192181,0.2015858607719581,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1130342383568288,30.744678940622627,26.10312563398796,0.3536548486122868,0.335929927289995,0.0,0.1393223132628909,27.930961463528323,22.850347145429605,0.4037825164832743,0.4748091203065208,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0509345995931287,33.76523332533912,28.43700227701424,0.0635921526597984,0.0561914715072297,1.0,-0.1847546818314669,31.108183603753,26.93986199680836,-0.0546325716687474,-0.063737786158943,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0065514511390728,31.98449009887937,26.812080556369462,0.2026000466070805,0.2108462840895128,0.0,-0.1464537160082302,33.57639863139731,29.34994435176666,0.1609653990078417,0.0636115090766444,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0801755120549362,29.48274711044586,24.124578377838308,0.3036814771339707,0.3179038928840631,3.0,0.0107219502009424,36.87682839040979,32.93977093212005,0.2174910384105217,0.3270378206723702,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0518766656657154,32.992452615005305,27.95908938600392,0.0900916532056185,0.0626387902310215,4.0,-0.1306787956903516,34.1252687213314,29.436754745876183,-0.0129549411164741,0.0032326285627204,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0520167907635302,31.016689912708976,25.58032935502825,0.2479257009879096,0.240972766763669,2.0,0.0392396635795011,32.69399483365436,27.059892137520748,0.2283186857363227,0.2609740611614984,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1454344050318552,30.28747415692396,24.978162655170568,0.3921427808137287,0.3909627052055683,4.0,0.1041685618852981,27.967786042837457,22.045042317347576,0.3435090655118633,0.4196070612372503,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0426928344029499,31.774768359728043,27.48828330410176,0.3320454787795567,0.320111549890076,3.0,-0.0233324114183481,30.870299275408307,26.9323640950689,0.1702990116560964,0.2332771840037249,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1426426598716845,29.059712790547675,24.027993466066533,0.3785109994685018,0.3990020318823117,2.0,0.0798285316862003,32.88224363122338,26.314945077928787,0.3970654692408194,0.4366914907705531,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1294783409675306,30.61985290305752,25.940873134896805,0.3665224492806258,0.3569830871112647,0.0,0.1732754506345785,26.67508654378372,21.9771882830344,0.4226098094035841,0.4700424568361921,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.164390267921984,30.043366923525195,24.992212204107176,0.409431524527259,0.4213792228671725,1.0,-0.0001653720955403,29.079052444020007,24.50622110767002,0.1727429302900611,0.1600835419456046,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.080001818716941,30.859919871810924,26.14385910734829,0.3000111982795469,0.2935464811069746,2.0,-0.124752967592675,34.0220994718395,29.714535426677323,-0.0475935408009737,-0.0469143577239617,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0079459823579532,32.0494115548483,26.661561414502053,0.1515458200767193,0.1744092602468291,4.0,-0.0875994545902569,33.14677087372718,27.044475243301417,0.0506897861795813,-0.0124367666533138,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0106313462185206,32.95610672632529,27.20454092866137,0.1867241405604824,0.1787835835800644,3.0,-0.0274606460538966,28.136693605863712,23.686198168792405,0.2135902065819932,0.1971557516430919,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0667727556712943,31.745363809598835,27.003158515265817,0.2615321365148428,0.2710969500810813,1.0,0.0683719644706425,28.05479061920037,23.019381781244,0.2787325149317731,0.2728455832000729,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0663356798609993,30.93900302102648,26.430705355617903,0.2705269973249185,0.2893811632845289,0.0,0.1283543034531694,30.52366911056273,25.57149664600685,0.3700852973978947,0.3771450167348422,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1350799531712508,29.41711276545969,24.31661752346402,0.3733652430618585,0.3692475836440221,2.0,0.0771928499441073,32.441991234799595,26.66400895876447,0.3199548271038745,0.3153006126150549,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0212658887285355,31.41364770401359,26.50531395790768,0.3643246711219584,0.3714568084741381,0.0,0.0122052129717132,33.513753624245226,28.84734251340652,0.2180812366083075,0.1405931865487476,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0226411076680188,31.012069502967044,26.751117406374654,0.3814040019874888,0.3808767005860454,4.0,0.0165469698455491,34.758348766010094,30.12955744858231,0.2792032142577767,0.3319444373799075,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1417943231792208,29.87804444395512,24.92139699816008,0.3813283260995909,0.3915568849959093,3.0,0.1328329996323877,29.49328712605809,24.431586290893136,0.3694839883091395,0.3488733326405374,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1552280330411394,29.67714745548241,24.792544939149767,0.3962484902527252,0.4144160916931619,1.0,0.0779313975335573,30.23566815936392,25.11835350426424,0.292203026958662,0.2799468920802295,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1218291569760166,29.45152572322136,24.17203142593335,0.3537831806330724,0.3612877111620906,3.0,-0.0068987093517742,34.74325986951986,28.46142332612847,0.1798544295056179,0.2408887444491292,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0232343029475058,31.423259770849523,27.18708390288112,0.1909814471796588,0.1941746559450669,2.0,0.0293553219208246,32.96048974359367,27.85490871611029,0.1804742590757407,0.216657308476885,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1143591935994244,30.63938394820775,25.871755406073845,0.354560149175543,0.375907776633851,1.0,-0.3835080350429585,35.120513899184466,30.202893154019613,-0.0991159087375147,-0.0520802722353164,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0659444920153206,31.610440323906,26.29867943856819,0.2649064676819284,0.2511192845391851,0.0,0.0336663248848843,29.296348051441683,24.839084536173928,0.2492067207980999,0.2544107309415198,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0438729168332423,31.848862505990247,26.972007866348253,0.2303052129646486,0.2321005729801752,4.0,0.1046022195695175,28.76606155105812,23.864582741118177,0.3242840069883226,0.3067630200451676,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1173104197442987,29.2911554809852,24.89619735408557,0.3601539763799716,0.3663274100812085,4.0,0.1726872714480793,32.61414843077982,28.000122584024453,0.4837023088604752,0.4951275447948816,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1254241556177254,30.71752440520938,25.333412300940857,0.3589717999657361,0.3648648552850265,3.0,0.2107358992975573,25.90936941267881,22.479431866022164,0.4738937270563305,0.4676038895337863,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.141954775708658,29.79064916140873,24.6884021850966,0.3816789572169112,0.3780694217111396,2.0,0.1539162973267067,29.4759315980466,24.39123622199431,0.4086682631292893,0.4568873687262393,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1296115653040958,30.636769552496787,25.65788301771087,0.3648816023337359,0.3809314827817961,1.0,0.0687978011933267,26.98271215302395,23.52676445975331,0.3845391881704094,0.3482490990927444,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1688457227827214,28.553292965481685,23.96203353246326,0.4200202737798483,0.4151169277490155,0.0,0.0544475827147156,34.18711004074103,27.71413629769984,0.2713963441944043,0.3056715854159656,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1349089724992705,29.706099073743854,24.50900838332081,0.3728608003183936,0.3865796446151449,3.0,-0.0491362057465338,33.83718038527409,29.3375222476869,0.1441690920924145,0.0836376994859621,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0897066537798111,30.46580976681677,25.51346916853185,0.3073133696254866,0.3123039047304161,2.0,0.1016898464391724,31.335562406787783,26.057671944627284,0.3213159066026503,0.2379345630394804,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1038816368851356,30.61921667285608,25.677831918993835,0.3257539762089068,0.3416181268818986,1.0,0.1291496190124643,29.14377285162308,24.98264536792098,0.3693007515398919,0.3669414726042171,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.036538698007396,31.14131932032247,26.279338031884443,0.1956767185592213,0.2234114843625773,0.0,0.0634537371929153,32.758380556378846,27.684487237788943,0.283166187929659,0.3240060467360376,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1190351350126047,30.375555224440603,25.497026420974304,0.3476739256722629,0.364046646849287,4.0,0.1666637735337157,28.451725485045564,23.220972397293536,0.4180550191548823,0.4018555251420374,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1346741397221852,30.31286207811473,25.864322197233665,0.3812000779051442,0.3944011946928459,2.0,0.0122551563477779,29.882137085830163,25.127805637479387,0.2363071741689925,0.2056443573190071,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1331730304957233,30.200192259489288,25.427456391144645,0.3696427916877401,0.3768243366746788,1.0,0.1081298229364908,29.113926910842927,25.0687836951388,0.3925520731952289,0.3784668844019349,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0930370847706606,29.889387430955026,25.224842210706147,0.3237424724924655,0.3046185009629927,0.0,0.1392398296749133,31.966877153047434,27.91432221030644,0.5019224249979489,0.5652436317632835,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.141810715818987,29.498568174296693,24.528013642398253,0.3812996327211106,0.3795691935520123,3.0,0.1155629313277614,31.31566343469697,25.547313344192204,0.388165376368608,0.4446858427724169,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0576065278216655,30.6497950882242,26.461962054178315,0.3158061218815504,0.3010012908703814,4.0,0.0431188741435913,33.59872982558838,28.774212122749656,0.2851560035889853,0.2776734082672742,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.085230580297536,30.27691224435355,25.56098506417604,0.3153312231536242,0.3280946571759121,1.0,0.0701475533380989,32.89964710990825,28.192340011335634,0.2865566362313257,0.3131667743504364,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0052528865559962,31.900009750421603,26.86065031655125,0.1573993663051197,0.1741311227361729,3.0,-0.0049560240789432,33.506384619088664,28.012778883966224,0.120426240394509,0.0550165039387563,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0060834713794012,32.21312613913992,26.743342683156914,0.1787359709967588,0.2054040228854866,4.0,0.0228964710161493,31.07778739158492,26.620214876500224,0.2117711093306673,0.2193931634886458,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.12548078310324,30.502694720901854,25.1367103186688,0.3681766453666413,0.3666870715831345,2.0,-0.1641186129716185,32.60306209259381,27.03562394093765,0.0991151892987841,0.0953715366079731,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0484554854863239,31.33248917511519,25.575869477043003,0.2628363751800743,0.3035881459525755,0.0,0.1695334017959509,29.4029440038609,24.20532469705325,0.4252361103943329,0.4214111421210212,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1231753448764273,30.216986570375365,25.22141448647884,0.357191791804837,0.3634474783611794,0.0,0.0771856390433408,30.07606691218677,26.03145060093212,0.299339087157681,0.3036209070685656,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1866423738067973,29.537009621560085,24.35122185800278,0.4393709388912704,0.4403116839564027,1.0,0.0347895985518348,28.800986177828943,23.5048556612511,0.246960561212422,0.2699902921451807,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1346894115315348,30.128132715564423,25.24824118364274,0.3702512480727425,0.3658492488988855,2.0,0.1267323046565316,28.996470157711887,24.31647541791522,0.3916162574464595,0.4394997730787493,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.145394957229442,30.089599020677188,24.96601952496992,0.3865845097107484,0.3856779727193026,3.0,0.0759648924575798,29.34430637077434,24.576472249725104,0.2854527354622718,0.2843364137773391,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1706303474361131,29.42130952975825,24.303368846373782,0.4140597524801745,0.427287243680387,4.0,0.0497945474398783,30.68807143173881,25.45021591186777,0.2650328822296313,0.2486238004206789,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.018789675175751,32.02813216676849,27.83585721546904,0.0679872059567913,0.0843731174541436,1.0,0.0388440331524004,33.06023058964272,27.75129079599005,0.1982562506676252,0.1830375416782425,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1109887880205143,31.090494823396195,26.06832037433844,0.3356562706284086,0.3529109459667705,2.0,-0.2861832870075982,31.53446310891631,26.94818426894093,0.0460704664707821,0.0889492963997269,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0799313543101044,30.780242903992544,25.555002218266683,0.295225323797038,0.3102147841333138,4.0,0.000112771508514,32.41947534989686,27.02098062670755,0.1945522750597991,0.1983795470725221,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0571171170295657,31.24263736733544,26.51530243852388,0.2568349485271188,0.2595153722958675,3.0,0.024287148001416,31.673563798276835,25.66354421700233,0.2157613091960245,0.2584643479925405,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.124681046584828,29.649279047739,24.47844218239652,0.361288213344947,0.359959702776443,0.0,0.0288285982041902,33.47372547128887,26.82973325205873,0.252557157341991,0.3054527899961493,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1443105700112881,29.95722203444097,24.66194684792153,0.3899692602118102,0.4054038193932484,1.0,0.1205592153191346,29.273896190008365,24.33323902878693,0.3594886773394113,0.3776973135150358,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1145308649545094,30.074884035783302,25.16703029494968,0.3504002549343268,0.3420874453957112,2.0,0.1396922891950281,30.558531740781,25.710494665124923,0.445558184923971,0.4150630518013551,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1334386287110253,28.611880648234035,23.61694260375705,0.370168699696108,0.3737401906563559,4.0,0.1156165416312914,34.37466187598925,29.220932516257108,0.4286257245832268,0.4788337716734578,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1584581808509786,29.340198765048232,24.41162848759583,0.4048770453139102,0.4093951913240855,0.0,0.0802517227569228,31.51246958046661,25.37402194137701,0.2841097445931906,0.2804275842970121,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1258812064744044,29.60699695559881,25.02010634466964,0.3655374013282126,0.3517684074616691,3.0,0.1418915749848692,31.31755728180369,25.677860733659585,0.4054773625535682,0.4392516989498202,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0287159758553137,32.02971998803594,27.08021839082366,0.076310159338099,0.0470712859838416,2.0,0.0737647487087879,33.095412414313685,28.276548975096336,0.2752540014660998,0.288441860553801,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0533047377829305,33.13674148016198,27.883866928226027,0.009009237215998,0.0468535732158199,1.0,-0.0795029204164452,32.85963295823851,28.411580445761928,-0.006217851770229,-0.000944589340838,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0055585963031673,31.884242948484328,26.846094229252643,0.1533599197678435,0.1167300231485179,0.0,-0.0767824245711727,34.00537293817921,29.92903484410199,-0.0118528768868461,0.0119962846286431,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0075129376297052,32.245551977680606,27.783475417979485,0.1635177482912994,0.1534356229243783,4.0,0.016315408379382,30.861884418450032,26.120540837395243,0.2376822968407281,0.2132009530763658,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0238637620715631,32.1578264566363,27.58551781814653,0.0803586559856064,0.1059334775245397,3.0,-0.016327180475034,33.79091309584094,28.673485211796145,0.1084391424412834,0.0801494674255965,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0683971935461393,31.76327641949377,27.325517937099264,0.2658950583012175,0.2464402408458555,4.0,0.0114023854346694,28.180525737511488,23.411557065374875,0.2251189714425915,0.1449300993869609,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0615609524681228,31.5403376982098,26.77667721058581,0.2582229255198431,0.2397977848614552,2.0,0.016046197022423,29.729749833773333,26.06043378196183,0.2107753197763263,0.1737770603138206,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.055504742027048,31.204054998804644,27.02947751225513,0.2577057664154671,0.2389575643532384,3.0,0.0592435246398918,30.996261438871933,25.43368989260404,0.2525096488786552,0.1740661107028632,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0578399850703128,31.97421027720795,26.72686214592632,0.2770954721300939,0.2269764862519122,0.0,0.0458798177240656,28.080741542455183,24.10399025516988,0.2414712304736113,0.223285092265102,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0785540755978615,31.028852460365805,26.28323807547653,0.2875506543972961,0.26267916152775,1.0,-0.0165534889661933,31.483969485395367,26.628803211027105,0.0624479569027425,0.0815792891128276,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0498892530774907,31.039035630338763,26.208511625055216,0.2301529965397805,0.2160272457394307,1.0,0.0539876988537838,32.46858931817309,26.76148107541128,0.2401052954423637,0.2040974835592505,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0537376645815566,33.00707435274469,27.9145546944988,-0.0597726256108107,-0.0229186893685321,2.0,-0.0381613511280276,32.73071656030065,28.031917371762027,0.0329187237229303,0.0217250987937063,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0257113765470354,31.83314743455887,27.211816088804103,0.1694125888084099,0.1658189544367951,3.0,-0.1022306548828191,32.948065411104174,28.779228269491394,0.0525799173802585,0.112309315068334,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0448877496292317,32.266176837933365,27.213433154447483,-0.0106355765095993,-0.014300029343883,4.0,-0.0352995166809959,35.05641879017695,29.20501501190832,-0.0299678520777259,-0.0153227753122845,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0076489468622671,32.259413035535054,27.598048150523823,0.0894066735433374,0.1103638885604148,0.0,-0.0355723255831366,32.01935772668626,27.93003111383189,0.1816368690003179,0.1497698877084314,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0797172393685295,31.224426144465312,26.518704223692858,0.293757503409414,0.2502661234221506,3.0,0.0110880728921654,30.350101968355293,25.29491184322305,0.1326024533713852,0.1462121195552203,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0206201454960666,32.41147262788704,27.813801947138376,0.2621783354094975,0.2428979803337031,1.0,-0.0269175392477742,29.41632932371786,25.67184252112349,0.1844246061898333,0.1603345867017614,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0023222206401145,32.105631239751546,27.484706495645057,-0.2400604521862845,-0.2387060515203433,0.0,-0.0018901956888444,32.55263841074179,27.51728993683966,-0.1586665304521179,-0.1902247238609992,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0673454041415275,31.43847443792217,26.999888292489675,0.261900072635627,0.2353909622179619,2.0,0.0364462047788455,29.70235671158436,24.586998436832847,0.2339879224872171,0.2019298915045378,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0576170287546313,31.49787609585336,26.772754884776152,0.2467102482027292,0.2180694881159543,4.0,0.0796289392816496,29.6195972483179,24.9109091124665,0.3045771675477213,0.2811691359363604,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.092839716988905,33.66101845935558,28.42270675359273,-0.005423631993778,-0.0049857537471869,1.0,-0.0545768664866825,32.49654987389336,27.830467718249857,0.093743968798263,0.1056973284789451,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.077989182982169,32.64816096094874,27.638122592545376,0.0658070205697447,0.043117612670983,0.0,-0.0183293114411391,35.183896101174554,29.960251115189767,0.1113855194600553,0.1350636538909004,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0416810526443869,31.743938596419504,26.64039268685353,0.1208466458062498,0.123043189979931,2.0,-0.2344947350779853,39.98117998426106,33.932185111869124,-0.1792280026591487,-0.1363433615599222,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0749656856805089,32.649259345152025,27.23352929557634,0.0442649317349017,0.0389967285020016,4.0,-0.0832872889516123,35.66712167260826,29.89700860774613,0.0274208779768599,0.0349700624061012,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0500947422673814,32.99540991773468,27.652837673972822,0.0702401544337086,0.0587624217763089,3.0,-0.0640462732993807,32.95348688567307,27.89296931438031,0.0092102511373334,-0.0465248078141245,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0542821492621644,31.405901790684165,27.059692292537328,0.2587147221311965,0.2417603037672601,1.0,0.0232846241465054,31.080304895310206,26.656783647722545,0.188401805472625,0.1626209214481942,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0703764863914778,31.33564070658381,26.74582403794967,0.2702228857550584,0.2510871260850966,0.0,0.0265063481420673,30.323081736935137,25.728850137790594,0.1785051539673003,0.121601985862574,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0651202338370546,31.34003378407787,26.400531285206107,0.2581114769388299,0.2388283439456018,2.0,0.0571221335980336,30.15071418739773,25.94993158005452,0.2485959247702199,0.1865360058979283,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0642301644928785,30.29372924913717,25.85924661823504,0.26325262962576,0.2165896320948839,3.0,0.0505608111207958,34.320768394625745,29.435987194453062,0.2427104738840287,0.2671554006715984,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0424490878694518,31.49391313668937,26.37064134271055,0.2317175600311365,0.1881889393793666,4.0,0.0700508302542013,30.778480936020824,25.00664242246686,0.3874725084324049,0.4029064788191762,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0729966018687284,33.024087177030346,28.02920798143688,-0.0076253752634468,0.0223468892038001,0.0,-0.0587182420828815,34.20896579016247,29.24762183873612,0.0296310633088638,0.1366470057604612,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0696908102047371,32.89377702542076,27.66796912744481,-0.0159939600529585,-0.0241526220995557,1.0,-0.0589314108450089,34.29814148878691,29.417399106001977,0.0310232919252105,0.0234260615324419,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0036642218690172,31.974554561691583,27.22844430935938,0.1428679348782121,0.1191193617806175,2.0,0.0635052548580938,31.4952646473678,26.26235677315569,0.2527491256312302,0.2257406003521438,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0043456660272105,33.078153980015166,27.95438681041396,0.1130500618292251,0.1408135465054572,3.0,-0.0649079680203847,28.75165163867628,25.617979159157564,0.1528183701582711,0.1572854461175584,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.002258793509462,31.990802112194267,27.55856604809444,0.1131210949430658,0.1012425947386811,4.0,-0.0466497980588844,33.44836207100178,28.21884836802932,0.0663793269546942,0.1553582485943478,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0178524337810163,32.26402137762599,27.864161001979504,0.2416682045934222,0.2343517924571199,4.0,0.0124889846020342,30.229417459986635,26.12694041414744,0.2786783631998981,0.1976506603475571,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0064767459034852,32.33758675197347,27.472113641634387,0.2226623503352285,0.1943538491250458,3.0,0.010357665053318,30.802743612944926,26.11632556376429,0.4129802100555125,0.3846538480007345,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0023657682863694,32.35439069715963,27.837021300430653,0.239820345868006,0.21140309897208,2.0,-0.0082037644378076,31.244745547735985,27.335610390718227,0.2973883163220546,0.300219314210673,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0502118085195935,31.091598407825224,26.55077601741528,0.235831904262708,0.2067016458462776,1.0,0.0735838619675449,31.836037908743364,27.24106712652103,0.3338132871667135,0.2975184927174739,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0112951780852487,32.281178411420726,27.60743868210028,0.2665708762641529,0.2388663295041924,0.0,-0.0052427280226783,30.710449478531967,26.62689930117069,0.2027269739014035,0.1723694682786096,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0028050560018175,31.665164049728663,27.24256292214646,0.1785393745920501,0.1690876171539324,4.0,-0.0062815931745154,34.3217264816113,28.27350404559976,0.1901479948082717,0.134592072970357,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.020661709080302,32.883501148117176,27.94147323341383,0.1448232981049189,0.1500804454360679,3.0,0.0889701789468228,29.10617751031316,24.70924198455509,0.34791072026969,0.3108965445246583,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0530459346218855,31.60266317167,26.610118845681374,0.2567547894534315,0.2142178616856846,2.0,-0.0090425222046808,30.728554977472424,26.491350611071265,0.2437478734703274,0.1877394234828212,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0085334318857799,32.388135014687414,27.56748008591846,0.1691374330823546,0.1582503238305372,1.0,-0.0995711604832456,30.662277373177066,27.29169615440672,0.2673292143899942,0.2908134886675702,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0189072929137511,31.87632863240986,26.957173733978863,0.1775441845463331,0.1800735811898284,0.0,0.0294817836275886,31.46193898499604,26.91908012924329,0.2097694147963658,0.2153371435757671,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0766431707902621,31.250847089495824,26.507236939690625,0.2787425947248013,0.2478397618787708,2.0,0.0147015095108156,30.384223290870896,24.676017674118366,0.175041640731428,0.1489940965256119,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0830996863445173,31.257779430985543,26.841293102241305,0.2930086413355439,0.2535298936611883,3.0,-0.0670428003373746,30.67461138961586,25.606592457139605,0.1233910647728373,0.1577903189499032,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0417499043226275,31.607829143036195,27.01322450222961,0.2107784770395446,0.2060618546912572,4.0,0.0722372019148533,30.462045696443404,26.79536050697131,0.314097018530996,0.3431938092203036,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0680861121706525,31.31174894500826,25.98128022251736,0.2698420382803401,0.2589609789168824,0.0,0.0396456613039704,30.364290646104106,26.175226757679624,0.235880547444026,0.1441574555324729,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0634655612382678,31.335313323502028,26.81983904795829,0.2699144110565734,0.2277234839861699,1.0,0.0416065294202198,30.28243399981437,26.321188865440583,0.2897572330933289,0.2317946965532074,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-1.4206203808875273e-06,31.9197301015655,27.00874853063353,0.0964094369774152,0.108086899467325,3.0,0.0222600956928101,32.71962409482734,26.56125084364645,0.1525874149237965,0.1857538675080186,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0327136721370463,31.6828586263878,26.59481043952048,0.203506198042313,0.1758621088015436,4.0,-0.0230793584904194,32.29358757799741,26.70633413097256,0.1041039864163343,0.0872686436952993,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0122086403658251,31.820225727725504,27.24567004674838,0.1215667885227776,0.1332206684495372,2.0,-0.0116887062199755,32.849633527639675,27.42915232460629,0.0654574687205968,0.0928402006879446,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0239685623912884,32.16247373150033,27.73034869019981,0.1693052911983539,0.1705033906531207,1.0,-0.1538038857473689,31.567925015920256,28.179286976685844,0.0809289116186928,0.0142217651172972,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0321756535812761,30.6237356825707,26.186441069720008,0.1868876872551561,0.1599221006654282,0.0,-0.0095454445175817,35.62182218481862,29.663511564745345,0.1836262021605293,0.2009781801484803,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0421959346170003,29.350206340387235,25.000980912532224,0.2143473417988967,0.1983070940618905,1.0,-0.0322338189522251,38.002797372668894,32.57012756448122,0.3260569324862041,0.3059160583071534,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0704273475780712,30.886385442940007,25.922455755377715,0.2765567016140228,0.249919641651657,2.0,0.0406354633215048,31.97413593475744,28.066176208941386,0.2023035780102394,0.1377234654073497,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.005453096256433,31.798374542602108,26.69866320088133,0.198956896156951,0.1921211499017915,3.0,0.0066537593169483,33.11555259344878,28.89432949236347,0.3509493775952336,0.3604898638782262,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0426047008288397,31.77304057545436,27.46892270074484,0.2261306220842164,0.2034999063134375,4.0,0.0655665830821018,29.598431266687424,25.65870470805566,0.3751689112132438,0.3295413065274841,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0185064399678775,31.50090941695861,26.858034653430742,0.2637525566337325,0.224521119058323,0.0,-0.0034068986046804,33.46837878226783,28.0319700640972,0.2067805225010769,0.248698309119115,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0111394391229648,32.27894215441802,27.451081859190865,0.1687313382195131,0.1697175692355676,3.0,-0.0416509821886572,33.05729062197548,27.76949726440199,0.1092939612451716,0.120899478122389,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0183854528414828,32.027377947050155,26.783664112412843,0.138270595236558,0.1495263418130404,2.0,0.038771904567643,33.143435073720056,28.19947906086062,0.2153534276257822,0.2049715842710554,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0258337860245585,33.30876072102684,28.009506760032927,0.1315548526667921,0.1345895484506581,0.0,-0.1313042249143594,30.865172395572497,25.14612227859656,0.068946274711221,0.0356100837592354,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0360421283073213,32.81251033550148,27.57781691678841,0.0937597201337231,0.0793829421699121,1.0,0.0043908109121471,31.67857520469129,27.34515240073699,0.1867674520198501,0.1168735077415047,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0557504883175439,33.58585265317732,28.883037490092995,0.1169101945658969,0.0912551907113908,4.0,-0.2089535620555376,32.48463257033509,27.4421589840348,0.0939768152498777,0.099472620902836,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0557338736254898,31.07429848931,26.511278690516264,0.2373530049361481,0.2202827686366907,0.0,0.0899119063195034,31.35788365247928,26.30502276789092,0.3167748740622331,0.2674299549272715,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0668387829917745,30.826319315491546,25.91522557838068,0.2628112229962761,0.2064013797450349,1.0,0.0785667544958547,31.72160270132683,26.921523993183783,0.2952718748156423,0.3078933165803786,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0610814331914194,31.05619183210547,26.25271295873784,0.2510272948187487,0.2184786589393191,2.0,0.0738364007044366,31.305056454451847,26.872373902054893,0.2940120214645683,0.2732904721989753,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0212028518961926,31.531992133821536,27.149969566238862,0.2026886562155411,0.201801104001965,3.0,0.0391964512451291,32.51922440122374,28.54503785776471,0.324452613685852,0.3470868432196384,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0508409877610699,31.14709640294977,26.22453174769008,0.2346121769253427,0.2306343533944807,4.0,0.0494521515742883,32.049591641017784,27.3502448290002,0.2482021550862126,0.2193799355935413,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.058155817615811,32.78841927761467,27.890545250087463,-0.0231733240322604,-0.0468579885247566,0.0,-0.156686197689335,35.56101736617784,29.82772890280896,-0.2108308743263055,-0.1801923773860599,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.003590426824985,32.34854482605116,27.78457552273122,0.1409520169442498,0.1386678734715655,4.0,-0.0096722792401318,30.869852188075924,26.32186736982468,0.2122712446426673,0.2280145680571171,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0076531053576751,32.47335187145926,27.71660180933849,0.1447363083365827,0.1549300018739035,3.0,-0.0270370291921022,30.545545792673305,27.320889749011982,0.1290870575573257,0.0590714202433818,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0707415588527049,33.91319322000172,28.76959159348368,-0.0506181626637181,-0.0396377617538035,2.0,-0.0094605115596573,29.396139316950293,25.775246477588897,0.1453700398474685,0.1358312343766247,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0459251134779262,30.824716335103894,26.362543136948457,0.2270172609904246,0.245604225368155,1.0,0.0110457019678258,34.06155690628408,28.34798739159284,0.1599171918243698,0.16653984824498,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0216026559519822,31.856546054682777,27.28338542478818,0.2453675159623083,0.2341552237674013,2.0,0.0229269469893677,31.57451309405553,27.14121514029469,0.2436203553503249,0.2037867272501684,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0609848930832606,30.56735281936545,26.22494343169412,0.251565666041319,0.2163229477156329,3.0,0.0597397941839167,33.174595580413595,26.907758455045386,0.3110395641983869,0.2955860943413804,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0254146667678558,31.464560813475146,26.750697155183804,0.2340025051508728,0.2269095254160566,0.0,0.0314089014877131,32.74650633521323,28.27615009828379,0.3177370975116745,0.2267917265769834,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0485813358105808,31.399093411656143,26.98281977332128,0.2646459302045794,0.2438864888297781,4.0,0.0355812048819802,31.45194763328941,27.218679243943964,0.2030929995005198,0.1656869378658322,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0533181885889589,30.9808931007044,26.314520613892164,0.2354710619068428,0.2169346133163585,1.0,0.0951693906948334,31.781082679740223,27.276349404890222,0.3601457859374853,0.2757535137583264,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999997090872,0.000547480025319,0.000305892369592,0.9999999998992826,0.9999819859714768,0.0,-0.0261747295612351,32.701262895024946,25.53204916586632,0.34973526084159,0.3619745427613428,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999629744,0.0006124324503645,0.0003383483557256,0.9999999998737024,0.9999825542524252,1.0,-0.2512612144435335,36.99510046609021,29.46693604848364,0.2335790411672801,0.2719190190946945,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996664778,0.0005998902875268,0.000331961774146,0.9999999998852264,0.9999794837787814,2.0,-0.5416178244950747,36.12680185074236,29.31607292452721,0.1500155659791514,0.1481122729903556,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996200076,0.0006092454700716,0.0003431120924317,0.999999999874838,0.9999794504803428,3.0,-0.1231717075986795,36.67414438585048,31.463323651353942,0.2472730813644898,0.2568814576169711,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996469776,0.0005998283842516,0.0003379897391585,0.9999999998806444,0.9999833679719764,4.0,-0.0497869932006116,32.73202378713225,27.096316941029123,0.3272330028991432,0.3181440302480087,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996565804,0.0005923778932606,0.0003247417920432,0.9999999998840544,0.9999878460397996,1.0,-0.2749936836615898,35.013052211659364,27.77164169216829,0.2112691933343112,0.2320251778657689,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996104102,0.0006146033448529,0.0003449890160638,0.9999999998716552,0.99999020706973,4.0,-0.0843891771865099,36.75169549152636,30.36190884363251,0.214558985252565,0.209512962738464,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996665568,0.0005787653615457,0.0003470859862503,0.9999999999020898,0.9999896517100396,3.0,-0.0200809390291136,33.46870055951808,26.799149373384346,0.2607153372716445,0.2940481337548408,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995602143,0.0006768524236738,0.0003714185533065,0.9999999998546398,0.9999904065681864,0.0,0.040177231292474,29.05656450156628,23.45403951576781,0.4188905164628352,0.3408819966404161,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999704692,0.0005638871744789,0.0003204674784527,0.999999999897766,0.9999890233561328,2.0,-0.3657158664704685,32.71175795364978,25.11972407957979,0.198763974463627,0.1900643977875016,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996186884,0.0006402545865777,0.0003671081058839,0.9999999998495588,0.9999778089926944,1.0,-0.0786832427928745,31.22583449218129,24.65452307410054,0.3164882240940848,0.3605832530076934,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996601248,0.0005760035063855,0.0003445242167691,0.999999999876894,0.9999808901397694,4.0,-0.3308200635310574,37.60202638262477,30.540925521086344,0.1185284332585445,0.1730803100756696,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996716455,0.0005860593119032,0.0003540503028636,0.999999999875692,0.9999780553680592,0.0,-0.3265449614156779,35.86205198602082,28.89283988520942,0.2945579726008466,0.3491568499607959,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996812016,0.0005861151251257,0.0003563454079581,0.999999999892379,0.9999866627988776,3.0,-0.1215314943113028,31.78523182211465,24.84799757871337,0.286845145855246,0.2933261922806954,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996079946,0.0006370820748374,0.0003694116252603,0.9999999998523958,0.9999768163095972,2.0,-0.0340111261234257,32.40185461301545,26.116006064016524,0.3087082854704771,0.3667892869960087,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996749076,0.0005721840640314,0.0003265209260851,0.9999999998892276,0.9999845866908144,3.0,-0.2301756271039334,37.00059741905812,27.91425383020077,0.1301056823022165,0.1499265140293617,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996996464,0.0005536749183538,0.0003274882400326,0.9999999999001108,0.99998052915376,4.0,-0.1657588284227553,35.47911497047251,27.748032145090363,0.2663699915355927,0.2444010206235723,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999997158988,0.0005466857477638,0.000322200775365,0.9999999999079788,0.999977385323395,1.0,0.0309974235220172,30.36335021313976,24.415862256867428,0.3378793630548447,0.3686408792114323,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999997009608,0.0005749132876401,0.0003338528982875,0.9999999998994048,0.9999871319220588,0.0,-0.1951550428760873,30.00230911832877,23.42008990608887,0.2813247961984853,0.2635335481691429,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995786746,0.0006544386508145,0.0003429405646922,0.9999999998482804,0.9999814083770427,2.0,-0.087766168787402,33.549614615578456,25.725633510941364,0.236709369212672,0.2932295131972796,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999997242344,0.0005301378385763,0.0003173149994755,0.9999999999078756,0.9999790628072178,1.0,-0.2924887972831658,35.99213337328242,29.626684835813503,0.1289986403310539,0.1702324909196682,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996228714,0.0005964292963489,0.0003157587582918,0.9999999998709108,0.9999824283329628,0.0,-0.0299461210893159,34.34664891373589,28.304919965578414,0.2661954594682597,0.2135337633560887,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996219476,0.0006399417935677,0.0003593136312031,0.9999999998776656,0.9999752803023524,2.0,-0.2265658856172985,32.233263543988215,26.010591721662628,0.2540179856621942,0.2825739562494597,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996158362,0.0006411864026539,0.0003433771127447,0.9999999998582388,0.9999840273421468,4.0,-0.0515241016814558,31.15503661560701,23.722072465723343,0.3012718887251259,0.3271974433126271,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99999999957751,0.0006545648916076,0.000340102609382,0.9999999998466516,0.999989785832854,3.0,-0.060474538570177,34.31611065163979,26.967466341236754,0.2563888725870415,0.2575029581176802,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996261822,0.0006193746575067,0.0003667024972344,0.9999999998698572,0.999975037836858,4.0,0.1780763288555827,29.532405157634805,24.200313998841093,0.4647815701966032,0.5234447450394673,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996679912,0.0005867046223241,0.0003458344802536,0.9999999998797026,0.9999731319069224,0.0,0.1411641312088301,29.673844979745187,24.551680272910207,0.4108280074569047,0.4153865747887728,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999607302,0.0006447209863926,0.0003827049234243,0.9999999998643948,0.9999836737717313,1.0,-0.0812664235961819,32.00317549280245,26.1436621236008,0.298512088531995,0.284215768418546,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996218591,0.0006326241222186,0.0003812664988572,0.999999999860368,0.9999841817915897,2.0,-0.2678363126784413,34.37314905626066,27.41836758706139,0.1591802644263662,0.1889379780711809,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999995190736,0.0006788930548112,0.0003906711954609,0.999999999818852,0.9999811569997756,3.0,-0.0679483529228424,36.34849066068939,30.18132548407082,0.2309882960283718,0.2282208032491556,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996683776,0.0005790782276126,0.0003359330225729,0.9999999998924726,0.9999777382850048,2.0,0.0232306812119024,33.18229866855082,26.9795247427766,0.3447311932175012,0.3594579887021781,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.99999999961876,0.0006238294248591,0.0003541604156589,0.9999999998757292,0.9999813495068,4.0,0.1051466865716329,30.71541022836834,23.02637059104357,0.3845278782637101,0.4006916608638878,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999674,0.0005778337354733,0.0003401994685259,0.999999999889282,0.9999805112323232,3.0,-0.2471683397401136,36.2713479087581,28.14317424297544,0.1762165677719129,0.1968081263507372,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995406924,0.0007002064191003,0.0003718192019717,0.9999999998452254,0.9999776161370784,0.0,-0.1015768010977926,31.73019979307557,24.861432152247147,0.2742251150414924,0.3966128094834227,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996604414,0.0005766712543027,0.0003368628629135,0.9999999998964936,0.9999794481511012,1.0,0.0172610877292481,34.42639483798966,26.00014690664764,0.3322522400146014,0.3870979032284962,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996583304,0.0006130986594015,0.0003601733255659,0.9999999998898352,0.9999813315192236,0.0,0.0735760175205944,26.3342723293064,20.218960487604765,0.3707395230895764,0.3386619621664053,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995590813,0.0006397465464135,0.0003631905877602,0.999999999849777,0.999986777543446,2.0,-0.0052247457186558,34.80153194270379,26.735050548838988,0.3563442637052624,0.3852295279945502,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996210776,0.0006410166038165,0.0003535862045255,0.999999999871905,0.9999902298697916,3.0,-0.5060789786925839,29.433580286052443,23.09796373470648,0.2373415658157595,0.2655368381549721,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996516158,0.0006322709942421,0.0003573089161114,0.9999999998829374,0.999975013216385,4.0,-0.3177913594719481,31.51732902773629,24.472405801958736,0.2824076839864903,0.3267267829005481,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999699654,0.0005645367339351,0.000317853807839,0.999999999898878,0.9999763670037152,1.0,0.053755755674165,28.87501703624677,22.952351839178814,0.3939788667003103,0.4745830690315565,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999526775,0.0006772566724566,0.0003772228447348,0.9999999998302992,0.9999860153855614,0.0,-0.3291305113458262,38.70683051717815,31.671789179031983,0.0553424440711237,0.0152906235614885,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996335436,0.0006030388265238,0.0003584127567181,0.9999999998705054,0.9999822666075991,4.0,-0.0706058429781255,35.04076806631635,28.2337116428092,0.2574734893696043,0.2330797643179215,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995707076,0.0006631237677989,0.0003880903391514,0.9999999998400396,0.9999768978600456,1.0,-0.1256519124176804,33.32395752846686,26.074137604423026,0.2086154692303876,0.2037752213772765,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999997361344,0.0005260320815552,0.0003289375405689,0.9999999999046324,0.9999890028860494,2.0,-0.6261723724369876,36.848716217774445,28.638551048384524,0.0727510786128177,0.1874144228977816,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996076456,0.0006357654979483,0.00038073262026,0.9999999998583398,0.999982446904533,3.0,0.1245055730652101,30.238238142629903,23.86615986170074,0.3984469835470242,0.3191547216974598,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996481854,0.0006032465100393,0.0003445278615309,0.9999999998875432,0.999986070520926,3.0,-0.1592949442725038,34.157717828103145,27.047186297888235,0.1923028862063348,0.2778046508368089,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999591941,0.0006610434534804,0.0003562914706435,0.9999999998631814,0.9999771819320584,4.0,0.0708297378286296,29.284274599449805,23.009215836035512,0.3791827163167083,0.3957492457360596,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999655114,0.0006140337806835,0.0003534537367276,0.9999999998907908,0.9999798682270936,2.0,0.1750414841910338,26.958653264374696,21.349457625657287,0.4532569713449507,0.4898817069338044,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996585044,0.0005796731110751,0.0003381911235251,0.9999999998914936,0.9999786028418108,1.0,-0.0236956495223168,32.76838063948918,27.258160896902886,0.3017213209682554,0.2582335466191566,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996205065,0.0006205582748238,0.0003432525305878,0.9999999998666876,0.9999821389084554,0.0,-0.1131081647176415,35.273553871740795,27.266420097232576,0.2655000410103821,0.2715604594012609,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996377488,0.0005761554431727,0.0003349500923353,0.999999999885538,0.9999786796186269,3.0,-0.1513013006842309,35.24490408509617,28.33161612286061,0.228834360644397,0.2573609314101395,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999997429154,0.0005298503323592,0.0003244476844105,0.9999999999192618,0.9999827500913308,2.0,0.1046205611620632,27.94038586716209,22.209003701192824,0.4115674783809513,0.4280279929950867,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996801447,0.0005925665828945,0.0003521839298836,0.9999999998966552,0.9999813698450788,4.0,0.0106141673410617,29.02093049866964,23.29027893480127,0.3635786774894943,0.377038507956669,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999687308,0.0005872684471425,0.0003355754082491,0.9999999998942712,0.999972166342908,1.0,-0.189774924938112,31.76015441856407,25.70551653998433,0.2013813464113161,0.2655920382440103,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996641776,0.000599816478412,0.0003488556583798,0.99999999989511,0.9999807735531966,0.0,0.2507145667286952,26.113695273134663,21.15579218618784,0.5071548689681142,0.4718931573825422,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996611638,0.0006025683843572,0.0003580862448874,0.9999999998755584,0.9999920025846928,4.0,-0.0503165623368269,29.809113349851856,22.69715835566941,0.2715894875306591,0.2583498672143329,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995970424,0.0006401096728725,0.000381537922475,0.9999999998497616,0.9999802862042684,3.0,-0.0499927639817276,33.46804961527425,27.20936759630712,0.3003776649980507,0.2570939650195931,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996627844,0.0005923818544451,0.0003590632162098,0.9999999998830617,0.9999891538709136,2.0,0.0983198583462222,29.45953232531624,23.996038236689653,0.3714116186607539,0.3144902090028958,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995169796,0.0006880867998954,0.0003955866640158,0.999999999823814,0.999980347212157,1.0,-0.1278408356634175,33.161069336283155,27.1334637577844,0.3404999015292746,0.3381539489155475,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996424253,0.0006210273579285,0.0003417353342342,0.9999999998651716,0.9999747359165388,0.0,-0.3261837972325661,34.58264485554455,28.540007767783862,0.1738455768317029,0.1914258240234881,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996271804,0.0006249426030881,0.0003595686699894,0.9999999998755283,0.9999768742782406,2.0,0.1035371623477602,30.000219106587814,23.000191670178985,0.3970475062519647,0.4103842741343881,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996099356,0.0006429234607428,0.0003460808939278,0.9999999998674812,0.9999829385683644,0.0,0.0408332473797586,29.700119315385813,22.92224560162137,0.3533398583599335,0.2758981811053054,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999621096,0.00064038318646,0.0003495749307932,0.9999999998616412,0.999976435313472,4.0,-0.2322510500545256,33.215678408424715,26.33190728090072,0.2157844451571998,0.2651672586056443,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996411996,0.0006275909821432,0.0003300193727193,0.9999999998707284,0.9999863836941236,3.0,-0.095895813436166,29.48242220442029,23.71869635751916,0.3644475309834007,0.4339826913575915,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999997192508,0.0005469210490993,0.0003236940728352,0.9999999999045242,0.9999741525435214,1.0,0.0168793716249331,30.672509183103266,24.545110249491064,0.3631591909157907,0.3929574269563689,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999997061206,0.0005637637943902,0.0003445762214172,0.99999999990508,0.999967297892148,2.0,0.159890968019761,27.73574606975586,22.13138175751495,0.4282256781807436,0.4328787038871737,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996849392,0.000549522464577,0.0003308433350756,0.9999999998963268,0.9999795684810794,1.0,-0.0410073893564406,34.823782108579394,27.542159416730023,0.2893949403714105,0.3238327280601842,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996658128,0.0005928201183333,0.0003507879866619,0.9999999998968406,0.9999762764065092,0.0,-0.1113666991798656,32.40700715465348,25.915794900097364,0.2679156564676833,0.271090816473374,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996600978,0.0006009413928824,0.0003338463713862,0.999999999884028,0.9999826851079752,4.0,-0.2481251976002982,33.55788266478058,26.96871945434387,0.34865638033377,0.3185510444444563,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995781524,0.0006457446565533,0.0003546492616871,0.999999999866264,0.9999798497060352,3.0,0.0360721530683239,32.76475519206188,25.712202034063083,0.346999537912002,0.3486871687725242,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996174912,0.0006390183994628,0.000366904955066,0.9999999998624504,0.999986327465498,4.0,-0.4065141594076684,33.07366487546934,26.258802817129016,0.1951709692074193,0.1360247032511722,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996316824,0.0006152580857711,0.0003629713284306,0.9999999998641568,0.9999809205605072,3.0,-0.1709199879573986,34.87470471552211,27.90717980216664,0.259113675839854,0.2803665622258089,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996160632,0.0006398970262458,0.0003551916901219,0.9999999998618908,0.9999869746994944,2.0,-0.5350474895694171,33.1232396555609,26.25812091481874,0.1946727572568035,0.185584790798397,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999995575288,0.0006856698005832,0.0003790094074268,0.9999999998279524,0.9999774155879652,1.0,0.1810526665510125,27.551217151594965,23.068231762059423,0.4433461017161539,0.4411706433266573,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996735056,0.0005807434741925,0.0003412395160398,0.9999999998747636,0.9999771819320584,0.0,-0.3909937030557004,37.70645094354658,30.30120849353842,0.1747268187805805,0.2236895277495807,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996775578,0.0005772962522839,0.0003308191422671,0.9999999998861582,0.9999891780747794,3.0,-0.0074024830593402,32.038630976694414,26.094659949913137,0.2979234305842262,0.269726344880705,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996922824,0.0005757476074757,0.0003331707048651,0.9999999999010224,0.9999810484648848,0.0,-0.1157530877157375,31.994780550888493,26.28479881282356,0.282752793699608,0.3060518350165083,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996125376,0.000628560991413,0.0003478880968336,0.999999999872525,0.9999794938366732,1.0,-0.2559659009462569,36.90526887907022,27.47850296088267,0.1768806838553319,0.1994397287517066,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996540978,0.0006144766569387,0.0003466688861601,0.9999999998816692,0.9999734001285614,4.0,0.0677987979837547,28.789868121357685,22.189597117363448,0.3458800503964249,0.3554532931672164,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996361408,0.0006218610478952,0.000338018914819,0.999999999879264,0.9999912969312978,2.0,0.0864244110716134,28.53141141457489,22.15549413796872,0.3748027883217401,0.3140208016653031,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999672751,0.0005917799621713,0.0003469834292864,0.999999999889894,0.9999750614890124,4.0,-0.0062054879487405,28.583375219847053,21.672613949702544,0.3525070836581158,0.3786677211652595,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996633272,0.000578951315371,0.0003335748275079,0.9999999998867692,0.9999822915687092,2.0,-0.1361737090421579,36.07038193718432,28.33974942169065,0.2089511952163862,0.34566578901507,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996915356,0.0005599326582754,0.0003311215605064,0.9999999999036628,0.9999908181644592,1.0,0.0322816175089103,31.93251263879106,25.02314145709125,0.3573893473730681,0.3217848929444224,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999652541,0.0006230885630318,0.0003457541069912,0.999999999887924,0.9999778253601052,0.0,-0.2746675213524308,33.11280331810904,26.211136924855943,0.2187516349256727,0.2402009248330307,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996810264,0.0005897975091118,0.0003327417543248,0.999999999889614,0.9999838371899212,3.0,-0.7383998331653352,38.59345540572696,30.01272217338624,0.1523302541591419,0.1218674406397382,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996640684,0.000573268350686,0.0003520289564963,0.9999999998857708,0.9999814761433836,0.0,0.1513698231588239,31.79192259639235,24.13577624723412,0.462268666177614,0.4682400785422256,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995549432,0.0006641344873144,0.0003729346050687,0.9999999998371828,0.9999798241034142,3.0,-0.0715024962507715,35.098172900881735,28.245167460188068,0.2581709403733284,0.2517075576638902,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996637592,0.0005885480624612,0.0003433363718544,0.9999999998774348,0.999977868006199,1.0,-0.0700885586310389,33.3587260546302,27.325619220292698,0.2481186734000633,0.3528613474597479,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999600576,0.0006389696110811,0.0003744138587965,0.9999999998580592,0.9999899375915048,2.0,0.1624789559161501,28.16243921027122,22.61214695732565,0.4793148962202845,0.3910026212434275,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996290576,0.0006140110970812,0.0003615084376573,0.9999999998572496,0.9999905094675968,4.0,-0.1836173814443873,35.25833304534694,28.145519724858552,0.254621705759534,0.2490775280653873,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996642492,0.0005948841549623,0.0003358693507954,0.9999999998886152,0.9999794370594468,2.0,-0.0842847145211664,32.096819898353644,25.268654757871285,0.2865065675788897,0.3094950726232623,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996028688,0.0006223659751579,0.0003678513611061,0.9999999998753138,0.9999857641676184,1.0,0.066283340929368,34.467661143377015,27.569049344063657,0.3436914141962722,0.4391605754298455,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996598378,0.0005829387186548,0.0003321110519695,0.9999999998908878,0.999986555050385,0.0,0.0006065106915273,34.28066515162291,28.68901434396137,0.2478003270373271,0.260788337911059,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996863924,0.0005652615006365,0.0003238068279493,0.9999999998986362,0.9999903512912937,4.0,-0.2768151663903826,37.06636231430324,29.36049502966517,0.0785937067513116,0.0762727432526931,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996842576,0.0005543633610361,0.00032888206203,0.9999999998929026,0.999986792317858,3.0,-0.150596270206585,37.80091934091319,30.03986036613763,0.192258228972849,0.2013749680986779,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996575668,0.0006072800355537,0.000350244212671,0.999999999883738,0.9999810979340144,3.0,-0.4695084805863776,35.56739713008214,28.80759603860951,0.1463186666369016,0.2066258393320722,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996883308,0.0005706938008784,0.0003276782579751,0.9999999998967014,0.9999870295831476,2.0,-0.1507841911707634,33.61987372814055,27.925070773903816,0.2171719563117849,0.1637960897395944,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996279574,0.0006153137828319,0.0003514005692566,0.999999999876592,0.999984103307306,4.0,0.0714679025455078,31.958092580600063,25.40886415838004,0.3884868613368346,0.3819484165981126,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996212128,0.000615906716339,0.0003577350495252,0.9999999998785172,0.9999816515560888,1.0,-0.238308917203692,37.31068847829973,28.568992677076213,0.1679905105980731,0.2163098238681993,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996828806,0.0005757747588647,0.0003297460571553,0.9999999998972738,0.9999814933696024,0.0,-0.1585377050333312,33.7941481296272,26.681600341431327,0.2480595358230825,0.2535617768529772,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996026748,0.0006337522208815,0.0003565376364895,0.999999999859702,0.999988453173704,1.0,0.0991911350795574,31.877271986651163,25.87163702757121,0.3771530425428415,0.3651019399223392,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996289688,0.0006142188208125,0.000364640235461,0.9999999998606964,0.9999853687203084,2.0,-0.0299579035638106,33.72641734027803,28.34157868353077,0.2559691621254446,0.2425508247548895,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995400484,0.0006809414983612,0.000383588207415,0.9999999998322048,0.9999832333317556,0.0,0.0451156810761425,32.72885145342933,25.80782638092668,0.3433967351547332,0.3496777986119083,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995133728,0.0007074890113343,0.000385680878297,0.9999999998138625,0.9999849732797224,3.0,-0.0122123306013555,32.69338430951385,25.88927102082397,0.2982502719090565,0.2749822895415917,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995668571,0.0006655865441855,0.0003728798841745,0.9999999998372056,0.999978013459082,4.0,-0.1686025557476829,35.323288240305345,28.687406374692745,0.1888100822790826,0.2531564531433996,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996200926,0.0006243213248107,0.0003468353846546,0.9999999998766184,0.9999864759597724,0.0,0.1501723673590334,29.65734583176056,24.00853478927685,0.4339275079921891,0.3555842447960861,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996514616,0.0006115189984874,0.0003459041569408,0.9999999998807174,0.9999856059905644,1.0,0.0555226444025607,28.496549598003067,22.637798552663867,0.390577918718488,0.3815761169683964,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999712042,0.0005515856765627,0.0003092082257616,0.9999999999021774,0.9999857641653664,2.0,-0.2338056500315448,33.94799741742878,26.25150238859639,0.2117432577626606,0.2693310805181925,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999556055,0.0006789171539329,0.000370634806791,0.9999999998533996,0.9999782507299324,3.0,0.0288837148829647,31.29887309150365,25.94900551820829,0.3332177377992772,0.3578486681220595,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999688992,0.00056078621669,0.000334666387345,0.9999999999003992,0.9999871086715652,4.0,-0.0445771456077666,34.31465865669027,27.86700177169864,0.2911212030252984,0.2707808566617924,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996462606,0.0006100983691299,0.0003527740542247,0.9999999998804296,0.999982521527486,4.0,-0.0622511098997984,31.951745406020528,26.253900376426333,0.2391282668404077,0.2328036775559562,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996861704,0.0005791399784617,0.0003321885794638,0.9999999998949336,0.999985922344647,3.0,0.0321275408144009,29.416214936512045,23.26406585749192,0.3594081532400143,0.3843178827221251,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999650095,0.0006042809834621,0.0003466296696377,0.9999999998823,0.9999840242186508,1.0,-0.1308339010817869,33.54113899089398,26.412285284177084,0.241116336483654,0.2773436885396016,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996466888,0.0005898003005706,0.0003324814552636,0.9999999998780024,0.9999830751516244,0.0,-0.2309170906727617,38.85064010355238,31.148601198023748,0.0735386441792843,0.0864395128652417,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999633491,0.0006015091015544,0.0003397324448809,0.9999999998816994,0.9999808606642896,2.0,0.1119311826537634,32.58076568368108,26.66164127119595,0.3830734170109773,0.3960664134706824,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996182216,0.0006138193160864,0.0003567042717089,0.999999999864551,0.9999838660413218,0.0,-0.0150595968092246,35.15636857739623,29.24661131630604,0.3149053081979239,0.3200306461432305,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996182096,0.0006459862522263,0.0003733185538427,0.999999999858193,0.9999834705952751,3.0,-0.1281026049122637,29.80187772628004,23.92372893179953,0.2998737934515883,0.284538809287223,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999612461,0.00063887919001,0.0003565538864178,0.9999999998569068,0.9999856850768302,2.0,-0.0654707500676932,31.334573247302725,24.8249923068378,0.3296537876746023,0.3392842152444094,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996389222,0.000611323740788,0.0003515126213332,0.9999999998594468,0.9999816515560888,4.0,0.0955675634869294,30.33273067834011,24.4132981109924,0.3643782402117436,0.3582084853381195,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999995834116,0.0006549204979683,0.0003675292466371,0.9999999998447356,0.9999847360139072,1.0,-0.0175859167400826,32.31152035784181,27.34865693416341,0.2712192650489944,0.3029024523116708,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999997164264,0.0005431301476765,0.0003120707649474,0.9999999999005872,0.999980702489488,0.0,-0.3845098204778021,36.23333904278836,28.465653823205564,0.1306756186405008,0.1854104461240117,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996811484,0.0005617173870507,0.0003171527785924,0.9999999998933816,0.9999792788878972,3.0,0.0041305298975453,34.77239407210177,27.137845717448283,0.2863043573485085,0.338161057080219,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996250486,0.0006144260219021,0.0003413788635561,0.9999999998775536,0.999985289636382,4.0,0.1264993382406595,31.59762457775608,24.447651426658545,0.4166194155748426,0.4229384664306088,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996724692,0.000588869874769,0.0003318703889562,0.9999999998880604,0.9999823633526588,2.0,0.0483005324420285,29.77884782226572,22.935497979336613,0.3737703031092717,0.4545559498073222,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996126776,0.0006236755250384,0.0003525779981775,0.9999999998703012,0.9999839451274498,1.0,-0.0022505692251724,33.85038421884042,25.754854650448365,0.3169110991865272,0.3381681554136842,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996178046,0.0006209769424616,0.000342907835364,0.9999999998644312,0.9999785670829516,1.0,-0.0368647435033682,34.120909957187926,26.19998576034442,0.3024086632271959,0.2848311836929945,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999997163008,0.0005516848603158,0.0003248367384237,0.9999999999039102,0.9999785670829516,4.0,-0.5457609059826516,36.828930852662616,30.347137007435485,0.0122920628783601,0.0450669339780655,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996310642,0.0006128572915137,0.0003555448315832,0.9999999998759712,0.9999851314569012,2.0,-0.1206867435197189,35.07447408780266,27.00991008100604,0.2292725514360327,0.2851985182089772,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996234088,0.0006137669641298,0.0003463448659002,0.9999999998709844,0.9999862386964528,0.0,-0.0500191730944226,34.66991120910163,26.3617466258514,0.2362980662688664,0.2999475233541615,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996118428,0.0006207476666761,0.0003331047363273,0.9999999998711318,0.9999822842638536,3.0,0.1602848670267359,31.16084876235104,25.85258884194933,0.4235177363370965,0.3871854748203658,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996547216,0.0005985064809805,0.0003436560416277,0.9999999998791016,0.999986555050385,0.0,0.1776320150707616,28.862031506267314,23.21888342232676,0.4407350905035596,0.4609644366061164,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996119606,0.0006369322483255,0.0003754824037548,0.9999999998555924,0.999979437065952,1.0,0.0486062039405883,30.64063751705953,24.97401620570371,0.3617612777431049,0.3044137635321025,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999543383,0.0006837883563948,0.0003717594587825,0.999999999824722,0.9999846569277164,4.0,0.1162223106836374,30.823293144734524,25.364488555927235,0.3807835998355257,0.352749790403211,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995269372,0.0007026498354383,0.0004070829684987,0.9999999998255396,0.9999857641676184,3.0,-0.1598799884104369,33.95006907672996,26.35684399021604,0.1799215474128702,0.2888088917374931,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995504596,0.000676445020873,0.0003822584617655,0.9999999998354072,0.9999890067899676,2.0,0.0203714529054215,32.15717588999324,26.10091982917625,0.3097753264802362,0.2997864081363667,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995649832,0.0006615990348554,0.0003564095679716,0.9999999998488556,0.9999890858765148,4.0,0.0145828545626962,33.345374678482216,26.38977390921974,0.3300963128138655,0.3516884897061388,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996248788,0.0006268201850275,0.0003435689300104,0.9999999998719108,0.9999829169768226,1.0,-0.1620766875072932,33.72484087902268,26.84270206335895,0.2548969104696686,0.2897324756633924,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995993268,0.0006284662029608,0.000343965362881,0.9999999998655048,0.9999881368166692,0.0,0.3044710872376762,29.074741042546343,23.66010520443104,0.5667671061829781,0.556078004419223,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999613194,0.0006248371975778,0.0003594314240747,0.9999999998764244,0.9999856850768302,3.0,0.0501910911824898,32.401522253012494,25.44845744897396,0.3566672937655372,0.4116477141331364,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999996543596,0.0005888681196829,0.0003353314925851,0.999999999881562,0.9999845778342265,2.0,-0.1772250199165437,36.31273151036508,29.74449429182521,0.1610627057440284,0.1814021831993186,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996530424,0.000602388935758,0.0003579897277073,0.9999999998900602,0.999981809733768,1.0,0.005542761396245,31.303424419769105,25.168743197793884,0.3280061810393172,0.2781051738590548,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99999999965294,0.0006077892488056,0.0003452374214291,0.9999999998821186,0.9999843405732338,2.0,-0.4891745568048879,36.22265320088219,29.14832982149322,0.0900489470755371,0.187915870824966,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999996719374,0.000594279716512,0.000346470536985,0.999999999892637,0.9999881368204224,0.0,-0.049328985782252,29.81763456065305,24.75480743773156,0.3094440973028456,0.3553372487644963,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999997253246,0.0005251294066486,0.0003015103143745,0.9999999999095618,0.9999832333317556,3.0,0.0409455530460237,33.22899509229713,25.86058115808525,0.3365652455752689,0.4477784251369472,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995653092,0.0006631943159089,0.0003793107320604,0.9999999998573534,0.9999790416174532,4.0,0.0189856087005692,32.830748387206675,27.05208823705261,0.3694525102681396,0.4205389237789237,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995815309,0.0006685815414514,0.0003885181981552,0.9999999998445116,0.9999842614845974,2.0,-0.0727866310146443,30.94209453220291,25.354187068031173,0.2851463280640908,0.295440353160789,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999627332,0.0006262721924123,0.00034458898345,0.9999999998578564,0.9999873459367798,3.0,0.1515973757553439,28.35097479617392,22.89968371462497,0.442972695293888,0.4376538260937716,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999995627984,0.0006665945942421,0.0003750253088033,0.9999999998304194,0.9999897185858307,4.0,-0.057091137233679,34.15909716942657,26.36293395595687,0.2742225095680879,0.3293116222700968,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996447664,0.0006021677099187,0.0003635607597642,0.999999999870057,0.999986792317858,1.0,-0.0172766898408052,33.27651866104486,26.77237150285939,0.2922659672456222,0.3788898103283391,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999996164756,0.0006324033180494,0.0003781683413042,0.9999999998605232,0.9999848941935132,0.0,-0.1584964564942286,34.00305154898758,27.487338631460663,0.2124459938227204,0.2359232167078677,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996385828,0.0006163673540986,0.0003316191349889,0.999999999876712,0.9999828378880736,0.0,-0.0422703660252821,31.40432396442164,25.08486329792844,0.3577943063958033,0.3217955312727406,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996464488,0.0006037102756094,0.0003447551561059,0.9999999998772866,0.9999839451299894,3.0,0.1022068071994635,30.61298153309028,24.572776673456588,0.408291505907731,0.4117378506163736,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999997397804,0.0005263954125602,0.0003109989160013,0.9999999999121708,0.9999791997922804,1.0,-0.1981585753998458,32.7707302747363,26.202593420753907,0.2170273132405119,0.2625679562300475,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996000212,0.0006506389055564,0.0003482105291397,0.9999999998627924,0.9999795161549696,4.0,-0.0275952534139278,30.815587712847403,24.590978393790248,0.3323067235013349,0.3382608377396884,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999996462796,0.0005920871958066,0.0003365999630273,0.9999999998831668,0.9999808606673172,2.0,-0.1164011940199574,35.6039524853515,27.48873389721485,0.2630361222848352,0.2659466725674496,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996494546,0.0006087149160252,0.0003505588556069,0.99999999989008,0.999981809733768,3.0,0.0711255398024665,29.313036507057188,23.689105026399453,0.3482610669225713,0.3754932832863933,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996762816,0.0005619673661337,0.0003293939255993,0.9999999998939926,0.9999827587993182,2.0,-1.3030581538231443e-05,35.18506350665214,28.827671339017343,0.2386914079803091,0.2902232067091443,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999997350232,0.0005359934749636,0.0003107273518443,0.999999999910983,0.9999872668423389,4.0,-0.3189172757781415,32.41900311450457,25.227840762824943,0.2612528473574486,0.2272693881108775,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996095722,0.0006356100650294,0.0003584819182747,0.999999999870112,0.999986871406294,1.0,-0.0054025480037116,32.04127565886336,25.799946221916475,0.3196368927882962,0.3436242179982754,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999997012804,0.0005536176064996,0.0003257448986324,0.9999999998969414,0.9999841823959548,0.0,-0.0515264164461179,33.49710809011739,26.843795861433765,0.280832410377391,0.3074815940278033,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996551178,0.0006052684649424,0.0003645752886328,0.9999999998754534,0.9999810188451216,0.0,0.0047655005024235,30.26140509900865,22.53032821830366,0.3561602961559623,0.4194369375798524,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999996333594,0.0006147872445648,0.0003596618305539,0.9999999998720688,0.9999833915066076,1.0,0.1003615056446171,30.69797432487576,24.138890457247257,0.4112197810175023,0.4206654075915234,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999615441,0.0006372569638585,0.0003729750641806,0.9999999998589428,0.9999856059882876,3.0,-0.1540516902612605,32.90410771669276,25.97787524765398,0.223487593499049,0.2415915789446112,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999995290344,0.0006800276153672,0.0003670693654163,0.9999999998267812,0.9999854478111838,2.0,-0.2191132682192065,38.782169962712736,30.99658330195983,0.1208054948569364,0.1619411953559849,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999597135,0.0006480939158095,0.0003800053808561,0.9999999998507264,0.9999825215330151,4.0,-0.1436535114550163,33.78674156983947,27.11845446055482,0.255710639302957,0.2329962585731382,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996170208,0.000628346351922,0.0003472029089579,0.999999999870721,0.9999803070416896,4.0,0.1188950290624326,29.96303015451685,24.100667987663137,0.4019324815503505,0.4135325326906362,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999615855,0.0006491348933264,0.0003498660109257,0.9999999998696718,0.9999841823934528,0.0,0.0524035020620545,26.38449536788108,21.92877556382713,0.437128359741908,0.4358115909526229,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996614344,0.0005887641267741,0.0003239512807875,0.9999999998841284,0.9999893231447132,2.0,-0.0902024824691036,34.18997883014507,26.51166888865576,0.2911249309768794,0.2795308447637458,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996852388,0.0005815122289317,0.0003263597358722,0.9999999998934428,0.9999820470002404,1.0,-0.2381995886529242,32.405040321563625,25.9551752255989,0.1665634245125494,0.1745956781473735,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999996475176,0.0006071489225435,0.0003476135498262,0.9999999998855974,0.9999844987504876,3.0,-0.1545628235592542,33.75138953822129,27.20611985416134,0.2224628793895554,0.2367350796882535,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996534584,0.0006039475033869,0.0003490936738291,0.9999999998849668,0.9999846569252896,1.0,0.0660476165601069,29.918532027092247,22.1209538644952,0.4340666861805515,0.4619445731080137,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999997294846,0.0005341351153305,0.0003186938316561,0.999999999912054,0.9999905885527616,4.0,-0.0756645528519603,31.69812991920779,25.66780014523455,0.3928548168867839,0.386888551061858,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999996283006,0.0006163375760737,0.0003539552516917,0.999999999876853,0.9999822051778569,0.0,-0.0287073556396777,33.23611790901664,26.05464763370836,0.2789209331808853,0.1996368525547929,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995456116,0.0006694979165308,0.0003645061994501,0.9999999998482004,0.9999878204631876,2.0,-0.051998836467727,35.292150176168725,28.598620287280752,0.3147380347477,0.327968303877803,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999648912,0.0006141196954415,0.0003393767247683,0.9999999998755208,0.9999856059905644,3.0,-0.1644455699862386,31.8542342243174,24.87850632373735,0.1849212936539696,0.193031066500918,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996382376,0.0006142384447237,0.0003679052070245,0.9999999998706806,0.9999796743297718,3.0,-0.1689954170896193,34.05593021880099,27.63065839232453,0.2007222867099112,0.240053314875263,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996360388,0.0006155611779212,0.0003612425280728,0.9999999998607492,0.9999830751543016,1.0,-0.0328284611891847,32.235492306345385,25.498000700609108,0.2875436746333699,0.3432004828174341,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995619828,0.0006793252809365,0.0003711283281445,0.9999999998376742,0.999980148863748,4.0,0.0992787924585058,29.3337322605678,24.870093986788923,0.3735436946552273,0.3775574994673297,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999996638904,0.000592304913028,0.0003450408443088,0.9999999998716756,0.9999808606673172,2.0,-0.2807943646048529,35.676519419978554,28.311001521843817,0.1440981086494887,0.1683012967419684,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995826429,0.0006641436127956,0.0003647847834038,0.9999999998382072,0.9999849732797224,0.0,-0.1982929115833103,33.60423871445312,27.36000909979842,0.2531415302632012,0.2275725630821246,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8910140169838484,10.276174696173898,8.422229865723144,0.98146224496273,0.96133805721853,0.0,0.127896261255059,31.13033400868689,25.78380678573134,0.4483790327538786,0.4927645812814582,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.890946851493635,10.313814641551868,8.519529374654766,0.9817430191218052,0.962232005021977,1.0,0.0943869804071009,30.99587853933553,25.56221335780372,0.3758577372835779,0.3956165905611064,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8851533424569944,11.256020858558188,9.341879777007875,0.9849930642614008,0.9723343104454876,4.0,0.2666057362132453,23.568922818293416,19.50480066379784,0.5367026990688891,0.4837945622851324,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.889010499603816,10.614155788389809,8.789499085080399,0.9772513439971182,0.9631777333681608,2.0,0.1087928424477705,31.24102952280061,25.92991813010337,0.3640855927470002,0.3806643001114634,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8842894474028982,10.779926105689476,8.770169332943317,0.9777183634899164,0.9571814359110852,3.0,0.2142513878990976,29.26897883747269,24.22857521666848,0.4773043566419446,0.4902232865709406,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8852421849638765,11.055842196551216,9.186553286297668,0.9846507752720453,0.9704561364001212,4.0,0.2095556572293349,27.49281733894232,22.646017948514785,0.4729640244724388,0.4705679124342665,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8969075490869817,10.388224583495626,8.491797884627106,0.9804440620627805,0.9582942164207292,0.0,0.1042719000434801,29.710901011024728,24.801907436595023,0.3392085049006302,0.3772835780570355,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8867237525046713,10.713125807639898,8.966152927057603,0.9822079366572014,0.9681025941076042,3.0,0.1826496001345089,30.357477815868155,24.52501325689692,0.4373707226820184,0.5082376897445391,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8952041657740584,10.353953758214743,8.687117486142164,0.9804691227163644,0.971982751831174,1.0,-0.168254730158774,31.81066943164081,25.99409900674738,0.2152407609903931,0.2383193559087433,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8983729848259451,10.47945955278984,8.583254406804851,0.9789569643124338,0.9594637738416236,2.0,-0.0155317828585455,30.05402869184932,25.461122863512777,0.3141784181591388,0.3157995812664979,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859643871899089,11.073073556498574,9.165358716575447,0.9791087309773528,0.9578507807482244,4.0,0.2788867820874744,24.36777617181816,19.94103373550804,0.5371627592196514,0.5341486672294957,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8836578377833615,11.279092020625823,9.458134357042292,0.98365536104766,0.972382035664208,2.0,0.09369912612305,26.68892787241692,22.453752804792643,0.4427028122745253,0.4257927441889359,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8979830787716047,10.035410847076394,8.17716390076075,0.9803830601489762,0.9616835453825184,1.0,0.0916001223297195,32.34471991787396,27.21236837480269,0.3289764444140213,0.3375379250348036,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8910377931152446,10.621450337363544,8.826287420937279,0.978898360320483,0.9648941092423488,0.0,0.1063143819231976,30.10323842740781,24.981393740122417,0.3963573772273717,0.4173330690557041,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8815679701596648,11.404642447691677,9.670408409920272,0.9851588994294556,0.9772624186797734,3.0,0.0489734475934884,25.878785648903328,21.87651494358697,0.4932872130791908,0.429300432708223,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8865159886117739,11.04800801514448,9.201861089407238,0.9813755393845128,0.9656118560545376,3.0,0.1696865009889772,26.878329450026573,20.97280942216503,0.4192815206279,0.4494642810306518,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8834248642756556,11.378292012908302,9.523313955125465,0.98320816428158,0.9676694562747312,2.0,0.2476835805226972,25.102439915824664,19.86915155567614,0.5033891508659493,0.5253868053584703,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8943996465525444,10.49332366396492,8.642296248725044,0.98400503450305,0.9613709295062484,4.0,0.1622114857133849,29.103879227799776,23.844913977008687,0.4030356803703254,0.4731678640110845,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8888906982476443,10.85590299946688,8.82652345597832,0.9787984846332872,0.9566299692590476,1.0,0.2002954149436795,27.00399075210935,21.96878467448266,0.449337973955718,0.5140033350348482,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8922619720668249,10.73576699770526,8.86754876681456,0.9798619430223208,0.9647847723766564,0.0,0.0775812602353388,28.955745800790385,24.70987325510617,0.4027547083703593,0.4299193236146048,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8895206694094594,10.855154349265172,9.037075724734464,0.9823543272409232,0.96651827700096,2.0,0.1692087218396715,27.694932125327547,21.81298803171752,0.4151912780118529,0.4584241337045778,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8865316514304502,10.506329204022393,8.721102970577412,0.9822968258255684,0.9681477658656,1.0,0.2807462972201267,30.46140959808392,24.712771875183087,0.5830380495584867,0.6328302343301565,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8946959372863299,10.303244968211256,8.448115277502897,0.98050757200192,0.9660924071895306,3.0,0.1662837384427551,30.29854975975294,25.37528645288417,0.4289662665619913,0.4540647976046748,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8988992450656336,10.269485010861969,8.348745717889573,0.9793581986250884,0.9582312490594166,4.0,0.0190823760236503,31.305758938576684,25.72395490337833,0.2679738417827286,0.2982944256134776,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8938939560014297,10.19284325421624,8.37737029748413,0.9809170479963494,0.9684960529039028,0.0,0.1320437115244714,32.053435653414674,27.39972228547847,0.3930285048332204,0.3964884479958886,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8938686939406358,10.4378048390517,8.742930776649649,0.979316258983152,0.9713559769339998,0.0,-0.1842598768766781,32.173487948599586,26.02382716803153,0.1888322255837637,0.212485245733593,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.882572422953724,11.166056003412509,9.14410235963873,0.9813852812768452,0.9595005048517212,1.0,0.2582295973175688,26.57992841911165,22.159932215501765,0.524234914638841,0.5140277083577428,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8887987746476987,11.027435901826298,9.14435130937272,0.9827651848807456,0.9697279672956776,4.0,0.1292130191275996,27.11697902163304,22.053321590297745,0.3836474814934632,0.4048505271874875,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8879786984258231,10.71964724446453,8.882728338456932,0.9807726944461856,0.9605818922236704,2.0,0.111742983360787,28.9595281726459,23.2969207304191,0.3620897884763802,0.3666148620681274,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8911206088105951,10.67053158433195,8.829246088677912,0.9819721780387298,0.9655645032660368,3.0,0.1154656048637445,29.51957303477709,25.09093117158299,0.4000288167621325,0.4696816085500749,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8908684987995641,10.64655611103837,8.811819871588073,0.9785853971140736,0.9675378883862552,0.0,0.0533377138387625,30.24797090902096,25.66791045332415,0.3645712286766208,0.4006229821672846,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8873587719609152,10.547538027469932,8.47844560885873,0.9741203952956208,0.9524968820769862,4.0,0.1849451452084333,30.56401819235336,25.54527800444204,0.4642833815746873,0.5036037107041816,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8860933855700125,11.044112084301892,9.21816874600338,0.9769320017475908,0.9561310772821938,3.0,0.1076513041946901,28.6749497311177,23.780576900560096,0.385832614401527,0.4267757371912086,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8801727307628251,11.100312233519343,9.07330102902148,0.9743872262501758,0.9627378607224928,2.0,0.193847578118685,29.03742065627145,23.175705214225403,0.4430105163322534,0.4408583044486266,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8885842843346148,10.403825346033202,8.454123443447767,0.9780292665840008,0.9567726647966236,1.0,0.1266884225653715,31.95576375565128,26.7408534632038,0.4077709414836052,0.4761504763520224,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8887743165208913,10.307334045859117,8.22739584070602,0.9777204529825438,0.9582612170728418,4.0,0.0927231943511794,33.3562887655218,27.330825096691665,0.3579818548782477,0.4065275560454059,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.886190202776248,10.831500190451267,8.695820360274086,0.973596722422278,0.9651204928387884,1.0,-0.0359814533298412,31.505826888370173,26.24002491225996,0.3362912734716591,0.3497669788559656,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8953668566420103,10.293322714549712,8.336095099525597,0.975898535366091,0.9575211068483138,3.0,-0.0366318512333714,32.36203150407967,26.911267282007408,0.1891762390534168,0.1853262564760582,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8864111483148527,10.934167290024948,8.906391511243093,0.9761814132081608,0.9614052852694488,2.0,0.0984825415501309,29.931790013404843,25.18639300430912,0.3659530991665438,0.4088720300777674,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8903543969202681,10.699228114906882,8.751073728716648,0.9804378609703492,0.9559142234988998,0.0,0.1719931957427281,28.71022291916637,23.463916742317068,0.4197108392612207,0.4316897515289635,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8923698326251346,10.192497541988416,8.279444953536228,0.9790703317726984,0.9607638897046212,4.0,0.123704095676327,32.40861158573824,26.721947858813465,0.3565596158059682,0.4007131281730007,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8826170319623453,11.295516149085838,9.293707126835724,0.9768159986780204,0.9631741192152034,0.0,0.0272535153764906,27.85582227904387,23.706116766702067,0.4486816960362587,0.4704543494567968,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8902558243538674,10.381461406822435,8.414706314379055,0.976324058994055,0.9586201749999068,1.0,0.1526936089939036,31.480178992773457,26.896629414338488,0.4123455941806673,0.4251560166350666,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8845997390755969,10.985193587756656,9.018773562560952,0.9728956492993384,0.9592391488368764,3.0,0.03601239028531,30.30124981729588,24.92269089213079,0.3221613288480337,0.3540060135989218,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.882658804559889,11.298615070388331,9.346170065945078,0.9761590914629956,0.963761260906754,2.0,-0.0707811569354488,28.02765406499674,23.23609290379668,0.4081179706480079,0.4152266883088844,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8937503342108215,10.73013342468514,8.859412637642246,0.9791847125925466,0.9659283039088262,4.0,-0.4830558167350571,29.1464080271682,23.76465999784416,0.285659095348369,0.2743677046665536,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8933815511430241,10.297026581229826,8.56380258231101,0.9818293485192018,0.9632348810861464,3.0,0.1375763179225784,31.02959358954155,25.610543557123624,0.3721323121810094,0.4148831210824288,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8829831119159878,11.349978481980838,9.590807948676025,0.9839523429077732,0.973663692839289,1.0,0.103032297743174,26.04144577635607,21.735903491194403,0.436242667891755,0.3933647114273245,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8917715247950291,10.73768043539354,8.808439194929544,0.9803517453382766,0.9617692281004936,0.0,0.0910971778810526,28.74362403392979,23.962011858135305,0.3888201552606508,0.4048192579234903,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8927972514195418,10.345825431400204,8.423185545596263,0.9817630935762208,0.96230073548909,2.0,0.0750239837070425,30.97876398787473,26.800565302877366,0.4179249604034878,0.4243920093547623,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8851020023824208,11.280401761893131,9.449046297001797,0.9842947514502184,0.9703488407660348,4.0,0.2284054522598699,25.978089604689465,21.133975342413223,0.4878848048585765,0.5125549318935525,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8911421946044451,10.81315615008291,9.03386970481822,0.9809153352260588,0.9674722447920672,0.0,-0.061616099538259,28.183209043771964,23.162770473808045,0.3409152159198465,0.3585312421557255,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.894431096356835,10.741979293148,8.80870413177993,0.9785114525546696,0.958302785947038,3.0,0.030053416245474,29.180000018306405,23.91611521030826,0.3001513275289894,0.3621877733202029,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8854942592450473,10.793391520821338,9.010578339642898,0.9834902343780252,0.970798748534112,2.0,0.217848943364935,28.79861839816209,23.75542872839344,0.4964184915864066,0.537063980520018,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9016656580517745,9.641737304388498,7.788733879735613,0.9806329809369232,0.9629379706489816,1.0,0.087950734672171,33.1689489522287,28.017179851582235,0.3142797364907282,0.3469201230202984,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8888115163324828,10.716969694650896,8.703821049244105,0.982276346483271,0.963415315661327,4.0,0.2083240059151948,28.24667685661414,23.46233461840723,0.4808093503339211,0.496780636317984,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8947668026526603,10.372050212795672,8.604485477450076,0.981672883580954,0.965481030058663,0.0,0.1174513195899356,30.5929272571597,24.74122210519074,0.3621272824517916,0.4271826274125823,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8973013338355884,10.303401162023118,8.521003871651665,0.9803401145719096,0.965504056025406,1.0,0.0833375289083395,30.710196564660333,26.166487074529687,0.3869344369324208,0.4049947621837012,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8986612445212665,9.80831642193497,8.008376786134406,0.9825872113521024,0.9645122069984214,3.0,0.1077042660696786,32.480772431527924,27.77950019061104,0.3287037228749516,0.372003765931129,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8881911222627462,10.33194826335201,8.508954954151566,0.9809253369121512,0.9649344610706402,2.0,0.177780579936075,32.4117816845259,26.852528377200933,0.4295278838568646,0.4645892586395806,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8861616583438262,10.866954525538793,9.032716150823068,0.9841929551381527,0.9737086289122904,0.0,0.2363040608343953,27.798678407224248,23.171804261118133,0.5165042192634948,0.5401318278136787,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8829190836313339,11.069843764052514,9.107695357376818,0.980765842963518,0.9620841109436292,1.0,0.2616474057229323,27.135448441684453,22.268623989245537,0.5296270261398031,0.5390501741176493,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.890680640350458,10.56445201541372,8.825384064021835,0.9837977246069404,0.9688884901180608,2.0,0.234226822142136,28.6243651735234,23.60714161242116,0.4970624048913553,0.5552909124388861,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8805592535415063,11.213272819879906,9.389888448773586,0.9836093051593178,0.9715804335043704,4.0,0.2377157701133886,26.90835080090057,21.91903705217209,0.5258553635480064,0.4910164976059074,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.890509786472131,10.533761347371922,8.705773812261485,0.9805753182033652,0.9588173245580228,3.0,0.1348526389714278,29.328939026712767,24.27969394508897,0.3753500269597735,0.3872026656955351,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8834063482199659,11.24141480293954,9.458364767589751,0.98443166451134,0.9752082051175855,1.0,0.0708016940840972,27.402819017006472,23.44118063884995,0.4245272700944536,0.4005329436951123,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8898560455848847,10.357761607333332,8.395223424972949,0.9793256902101848,0.9562066158074192,4.0,-0.0057127628655848,31.844679184438764,26.766311511223723,0.2854066652867439,0.2784885896248525,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8906657689939221,10.863051067981866,8.809468719893385,0.9781219134201397,0.9598705049674476,0.0,0.0950792400932079,28.21752354250674,22.995229283081287,0.3665455717062524,0.3969699798974043,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8924765749687562,10.632742477050629,8.811899037273347,0.9799642712089476,0.9655505853487368,3.0,-0.0125113880462792,30.11172305536135,23.27827673551119,0.2672417975413013,0.3193292494850061,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8930423238088081,10.379118106128937,8.58112272993709,0.980533901216508,0.9665226324172348,2.0,0.1291440078568906,31.01588779684923,25.189670210603246,0.3732818631500907,0.4425709952719786,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8957195473888888,10.232861588251035,8.371951144455975,0.9821736560577145,0.963982103509866,3.0,0.0980060032996139,31.584506996892976,26.72765113698193,0.3221815652802536,0.3341415431879164,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8854208244149034,11.251227540653735,9.420304498976511,0.9814961773276124,0.970724623416083,2.0,0.1159804905573438,25.526878428741075,20.950722770984108,0.4869194685234611,0.4347057235035852,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8882162301656709,10.49498808320521,8.652541296846557,0.9816949531733516,0.9622525880013272,4.0,0.1768116514663321,29.935811124839283,24.997251572980783,0.4495882463614822,0.4729114249722465,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8938312469888537,10.335806751781467,8.499885633571655,0.9804736454349684,0.9612992421004932,1.0,0.1100555401000794,31.887298525367683,25.816800550673538,0.3426435668475773,0.3941780589359952,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8863630835195463,11.01121426282906,9.157693645967347,0.97990041539397,0.9660914672385732,0.0,-0.0848106558104409,28.339191718574963,23.68205267620839,0.3304217044773956,0.3875131871710333,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8843972814705431,10.881981069173976,9.011562791896576,0.972737646670259,0.9570189763904596,4.0,0.1596890026689984,29.778920088690647,24.26414037150579,0.4267882338933054,0.423686556236939,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.891441948132945,10.552799167833404,8.605972919153253,0.973700939270456,0.9549497054996317,3.0,0.0832079691191365,30.95838969946256,24.719388930285685,0.3149336434050168,0.3867749464499698,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8814139616575988,11.236340169075236,9.153146275717535,0.976718450205595,0.9684385747493548,2.0,0.0723594890183335,28.577743292988163,24.17621752644561,0.4033968111820223,0.416118746009412,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8852072796551679,10.924720338427356,8.806131954088766,0.9722621211204484,0.9544916068504696,1.0,0.0301835726968185,31.40498957582504,24.773192091502736,0.2800665061462039,0.3383781528292643,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8896610311207102,10.820763406791448,8.82175339180004,0.9763538453036528,0.960408743200798,0.0,0.0829726266989032,29.448776400790905,24.960118253999283,0.3800557739265824,0.4157811784775903,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8851771256469082,10.999741260839505,9.041270066056292,0.979546051317428,0.96946119776222,2.0,-0.1811251802583,29.00748959055421,24.37720762583204,0.2903467389042819,0.2608431236109683,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8947600855975065,10.043167289942737,8.123488329003012,0.9768126451844712,0.9585822067989732,3.0,0.105360868216846,33.816192194524504,27.81568303640096,0.3383248539422587,0.3789386231486929,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8839623606850726,10.674068178733783,8.474028612852244,0.971948136598292,0.9515705411200476,4.0,0.0730349564484542,32.88045913069973,27.06604130501486,0.2982262789483652,0.3198667847162315,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8805818444317489,11.183318568906682,9.038225448769431,0.9747251923907002,0.9639800064136228,1.0,0.122980688447814,28.570151078118823,24.11715221132836,0.4351196617651284,0.4240316151733995,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.89323058125302,10.655414520783136,8.750247032833371,0.979258863773006,0.9688971637258108,0.0,-0.1920152533485755,28.67332193103728,24.1762786037147,0.2928161349704902,0.3103698502908193,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.880397825602003,11.205914050741717,8.99269870386229,0.9776098860693808,0.9556612005987988,0.0,0.1624329832935884,28.73933237754758,23.69743817993253,0.4071731911786275,0.4236771430454121,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8834125520986246,11.106413120247383,8.965756592418215,0.975455190315856,0.960361252429432,3.0,0.2016171925173804,27.52676358905263,22.810831141657985,0.4584093954534506,0.5064057475036169,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8848315285256426,10.816512146605808,8.846147088055016,0.9739435501417928,0.95970181374941,4.0,0.0596558474766711,31.68966880109977,26.999232233895352,0.3239864563165865,0.3681251077206773,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8771885691535938,11.276109395906037,9.107619098027312,0.9725238543267968,0.9501378919572508,2.0,0.2194879615514119,28.07883805981056,22.986104441743947,0.4803897796111641,0.4855162249632166,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8835759159478869,11.339695813367278,9.418572684720818,0.9797007866544252,0.9614623027700624,1.0,0.1602397211398848,26.454896498765617,22.026494732282888,0.4251942891763314,0.4553562446060925,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8884703863474767,10.628676055370171,8.850903509843661,0.9827252631293004,0.968278222171103,1.0,0.2027633253088353,29.8130280150996,24.98209543559819,0.5028339405429127,0.4810004363666145,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8900417360634548,11.038909568247892,9.09630313117918,0.9827122071077796,0.9656167245128338,0.0,0.1798076436777934,24.27248386625116,20.566016319124955,0.4691713463486781,0.5388405815947518,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8937990205134672,10.543574194497426,8.609524451395755,0.9813666881115692,0.9631954312116258,2.0,0.1472468586562473,28.904366943108467,24.106351559364388,0.3844496239648967,0.4061102832489283,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.890872011773242,10.672410771484977,8.734335809098813,0.9806111174679152,0.9635454721261216,4.0,0.1984204737859566,28.03408871482164,23.379808842115924,0.4561032035612714,0.4484781700005835,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8921842542769817,10.698349505569716,8.757688773093072,0.9792538255623416,0.9597551041298216,3.0,0.1165020724269868,28.54371036824948,24.032839684121427,0.360419066692564,0.3983270104297662,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8920193742458624,10.57073715644274,8.694248607834428,0.9813635965033148,0.9679785076229576,1.0,0.1786511922969575,28.83757276171557,24.767623060834985,0.482701383499829,0.5532663019629657,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8858089995389076,10.935993215669544,9.029798644348247,0.9803395733230974,0.9640766102009952,0.0,0.2227512729459188,27.534682173389484,21.980794980545344,0.4736049853771427,0.5225760416751559,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8884497783453343,10.87071339400418,9.021197476806606,0.9825313819033724,0.9670784407454076,3.0,0.259356718237883,26.259601372436656,21.52868108599287,0.5222690750665661,0.545423060089509,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.889812581264077,10.520987712067566,8.682795677876797,0.9812729878254518,0.961336371740759,2.0,0.1813016653325293,29.98444887935057,24.484481837786813,0.4894722070622025,0.5152311835655224,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8920566935648628,10.552729483135666,8.623898262522614,0.9824048512167618,0.9672673395518686,4.0,0.2146209044778739,28.587025079176488,24.330401833520177,0.4665983851774891,0.4333844127907318,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8893701865023517,10.58138193836857,8.739011428954909,0.9814719752246336,0.9643402770925966,0.0,0.1862746635500457,30.2375159601333,24.015127268723944,0.4383579113852498,0.5033585226937816,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8864589355345835,10.841225222079188,8.85563907332253,0.9812492615594852,0.964306825419827,3.0,0.2679028914052821,27.435668527366246,23.237036181000125,0.535866493410711,0.5528156640069025,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8909840419318877,10.737250613799455,8.835470811984397,0.9831937536381808,0.9698263583672896,4.0,0.1907527941366835,27.51415426324573,23.09039613626123,0.4368894263113753,0.4440187882600633,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8895182969108106,10.762966822534874,9.016410769490191,0.9828338142387744,0.9713377058634316,1.0,0.196772996219872,27.68750065181173,22.461787150263927,0.477458581527398,0.4818216176979591,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8904986162319626,10.549957705067634,8.769344097537635,0.9809694289870587,0.9668186983797724,2.0,0.0831529067798482,31.817110632467145,25.790323859177928,0.3353035317070699,0.4043347074561086,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.886982600915147,10.832312464553032,8.928370854291424,0.9803760867463782,0.9689690040885116,2.0,0.2066901563153209,28.39258882011156,23.785601566611245,0.4697748964829676,0.4712327618006688,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8912011646968048,10.65525611037378,8.720450969194268,0.981699533890158,0.9640499351564946,3.0,0.2052582428054764,27.664346338259143,22.937507872281635,0.4773652476718789,0.4843402342948231,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8916647387439094,10.674402488699783,8.76793546530354,0.978795241944304,0.9639835999994396,1.0,0.0656845087912291,29.777695561188683,25.37594333831209,0.4376697084202231,0.423742426136644,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8895187868289478,10.81540658126768,9.023465677009304,0.9803121262675648,0.9675729714008586,0.0,0.1566694106443411,27.66014208645044,23.14324290075382,0.4892738456915333,0.5223104416284143,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8869522034271138,10.781158103843303,8.831443350999745,0.9806753534790148,0.964381318712858,4.0,0.1787427718288307,29.40730557126519,24.11946143966604,0.4306275785949803,0.4264753730559281,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8897139376436158,10.850271268013037,9.00278871870817,0.9817977573195878,0.9659294499392602,3.0,0.1844456590634789,27.057952541011765,23.462050978891764,0.4367265056306733,0.4703295554102676,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8914708103891269,10.453259593195565,8.659744773725356,0.9805555609884996,0.9668716970361552,2.0,0.164436412411106,30.92981028820461,25.39654867640732,0.4063807125022273,0.4002434878403186,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8938710302417874,10.55063449940123,8.7135355981432,0.9804291639042132,0.964330625327873,1.0,0.0830704954094438,29.65521681624752,23.756698096916185,0.3481158817625744,0.3979996118139766,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8902156611577956,10.721594424525902,8.792421981718501,0.9805846915880226,0.9654958112346343,4.0,0.1396363805985988,29.013978003120016,24.33449199239564,0.4000775720171358,0.4091436252654367,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8875012563265247,11.20618085570118,9.317554167377905,0.9802442704659566,0.9644050197351502,0.0,0.1980051510139285,23.55483274279516,19.45764204622317,0.4859858007956492,0.4800403030138918,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8912441466305245,10.836923278647998,9.059897963470554,0.9826481764600258,0.9666945535928392,0.0,0.1926078270057465,26.18489627095044,20.60136958988494,0.4391914531447524,0.4654523702425518,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8888439662250235,10.784722470051047,8.95898829935445,0.9828840580536846,0.9679491175949266,1.0,0.2118561075292762,27.815538336222808,23.271570509697234,0.47171660326184,0.4998058377179625,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8922408202955308,10.736157971959951,8.886767854595941,0.9825093528999218,0.9674704221801635,4.0,0.1127511146981931,27.55663466110699,23.107236914256976,0.4352680578682713,0.5185119116787595,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8872203123428073,10.99115344923591,9.0579779644742,0.978600774267036,0.9618049138815956,3.0,0.1476271646311463,27.45289920634423,22.382176225276737,0.3926598605100501,0.3839275408332449,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8864089545581372,10.780342478748857,8.926512826135319,0.9819975516739344,0.96842276934466,2.0,0.2961298068945938,27.537008969023383,22.810493253100688,0.5759330867392708,0.5689471508609922,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8903364393325631,10.338773485941973,8.477049379286559,0.9746470684636864,0.95738873381319,4.0,0.0742771802902455,34.34041557491474,28.71273983629743,0.2930798471730841,0.3578467901984724,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8870712695181258,10.599483841730578,8.487404102501714,0.9740567959666416,0.9564716865358754,2.0,0.1458879481018963,31.90042563650137,27.484437574319667,0.392600422858047,0.3995990496127161,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8843634989701794,10.95066878492521,8.885074245436122,0.9760577065580384,0.9617534528740194,1.0,0.20725879349636,28.47370735688516,24.57432056008737,0.4626595426208643,0.4482215764021046,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8829574319230281,10.558090962786723,8.676950508924481,0.9786107513514356,0.9588302233287306,3.0,0.205943153073378,31.413657889294782,26.12421279191329,0.5277482409333578,0.5827005529721008,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8862354936296764,10.751541923636514,8.654731500420239,0.97441036603218,0.9573597587054123,0.0,0.1895081739345748,29.95922153118064,25.998915605840867,0.4437094556879162,0.5013774973782315,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8801127244799046,11.064171001888871,8.982888816028582,0.9752923824093724,0.9561234072940462,4.0,0.1296105538506614,29.58250936899964,23.49544324949219,0.3988260417738439,0.4100020994377101,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8890618690845092,10.553394227164638,8.473159206020975,0.9779664949878396,0.9561501808770644,3.0,0.1312270118800409,31.35467264999905,24.81396648343259,0.3754191282305922,0.4111000914714248,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8784326003182863,11.005342448470913,9.018966272152875,0.976075887500384,0.9557245637471968,2.0,0.1796489030666679,31.08177573726904,24.83663515422599,0.4275968664672694,0.4967989089180599,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8839512709248628,10.985027069996034,8.911738047677781,0.9749814996900724,0.9607943006507904,1.0,0.1604283835684471,29.137075544380973,23.71297959933479,0.4050556772578684,0.3839440807393018,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8891189108473939,10.705076375632002,8.791279167817432,0.9803708177068152,0.9619026710761486,0.0,0.3038453529296612,26.78205763550722,21.60982963472178,0.5744083441150921,0.6121303080628955,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8910937233722336,10.659957942102167,8.696436414080917,0.9777428076618764,0.9622089008344098,1.0,0.1465803198118268,29.00300517369052,24.32464746504873,0.4168160520969104,0.4455301107171535,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8810466129612851,11.0783862220063,8.976277893727282,0.9748189884930244,0.9550506907850356,0.0,0.2214466182406945,28.406061725146067,22.708741932287605,0.4747052936009659,0.5064072290194199,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8880184540444305,10.774560269612214,8.797213717804,0.9775589365988688,0.9535014199951416,2.0,0.1497569977656956,29.44532924900157,24.076039275488263,0.3878858159610834,0.4620309295629632,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8880252408345124,10.75830487511189,8.861648588950526,0.97846374077376,0.963643693098138,4.0,0.1938124934820179,28.90255046208633,25.24759419701619,0.469774074153298,0.4619679582621119,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8797469522118364,11.038922355763118,8.96636471192186,0.9786640279002574,0.964560338751818,3.0,0.2809049691579629,28.208360586363742,23.10296143709209,0.553784068221756,0.6220829858934085,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8911198286741294,10.836774048265326,8.949017794569173,0.9804337383543704,0.966242746309296,1.0,0.1283912577701889,26.426178788172788,22.1676508934488,0.4400829572125188,0.4471230289431867,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8842706718556094,10.87181078937443,8.929779011219988,0.9811162080380628,0.963778379855419,0.0,0.3049258817914757,27.34476520706264,21.633455499226766,0.5941879357786518,0.6063894545950789,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8933573054353938,10.559767513073137,8.77124137119997,0.982465925873701,0.9725290931096172,3.0,0.0213501661740753,29.851286031261303,24.381118701460714,0.3047407382678672,0.2711410805048289,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8881244753194291,10.773386594557987,8.822614263236236,0.981915524051458,0.9679944626349364,4.0,0.1682620768620847,28.869388435889373,24.7583712652792,0.4376777973675008,0.428696624620784,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8908727185112371,10.638916227382444,8.683913089539475,0.9810651596754564,0.9618385874865109,2.0,0.2036002886625043,28.357200183224805,24.23448229478553,0.4575833450083178,0.4724440859159065,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8958688460412502,10.485585514587829,8.688709903671576,0.9815769210761718,0.963427828567762,4.0,0.0901175515965841,29.341815658172724,23.28277008005098,0.3251154269769367,0.3420565161917315,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8882395619248737,10.5128911067665,8.65669676602247,0.979992914392466,0.9645223985967272,0.0,0.2254735472792728,30.62531177098945,25.28566529828912,0.4851186345382086,0.5050718136948423,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8920895723467056,10.580212530296668,8.73589867697545,0.9820986606087904,0.966308230101558,1.0,0.1400043365144747,29.59674557773057,24.45847387794149,0.3866031090041381,0.419298807488984,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.892267971587842,10.521135287780488,8.676314684897926,0.983989938028216,0.9675226812116984,3.0,0.2383091259117595,28.270094577005345,23.02873884253904,0.5337556177153902,0.5562511479712188,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8892376324307074,10.36481438685088,8.650362992755174,0.9833718484265954,0.9703687313441568,2.0,0.2014675433572618,31.594026480204104,25.84780165529823,0.5142596747661983,0.5275608736806845,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8880456344536533,10.856577207809211,9.027816742958894,0.9821019932108632,0.9675996066978184,4.0,0.2113773153343601,27.23690274165453,22.625285163234643,0.4678427785030022,0.5060951614709595,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8891855872560567,10.762420556339288,8.9941943689309,0.9822114951250056,0.9657167249331612,3.0,0.1961407968645445,28.196381969694013,21.845866600746607,0.4455105789251679,0.5176820024378398,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8903905132355802,10.785205603578213,8.903002422123087,0.9800338185634568,0.9651536726531504,2.0,0.1376919561502809,28.053506786948063,23.580460140712944,0.3993348485595838,0.3680109149565251,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8859709093643302,10.859330231367196,8.978929038255588,0.98012025752362,0.9658191845627646,1.0,0.2501332153779834,27.84703798354961,22.56625792373643,0.5148923138793357,0.4927554493219618,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8912016871436306,10.623618194022985,8.772055978444975,0.9816034816193412,0.9663006427058682,0.0,0.2018219922871404,28.498132447968448,23.79350705807917,0.4601039786730471,0.47130315258943,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8899220882480096,10.701631146892009,8.79416199728249,0.9778569332149568,0.9565676036732907,4.0,0.0965237951164516,30.17784180240051,25.413442978768785,0.3283953009494983,0.348165135595781,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8849114036536608,10.810939977062343,9.011988269179382,0.9837036729605192,0.9673991188204888,0.0,0.3212898844265663,27.436044533738883,22.81672267650991,0.6157652591022764,0.6108901235334638,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.890717687730112,10.750619733348865,8.94400675680533,0.9819406510795402,0.9668326450138768,1.0,0.1878721950682206,27.183371433037067,21.711492047115115,0.4698557629029301,0.4620172128336731,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8907104707841954,10.621565987503494,8.723441988023959,0.9811198709988954,0.9668408501873834,2.0,0.1010437972182267,30.20010567114895,26.13397383922391,0.3991508541662392,0.4405075515664676,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.892306426437541,10.654577584989916,8.771678893307229,0.9807304028732944,0.9638325985381576,3.0,0.1965872474248977,27.64667250116528,22.94581908896976,0.4488262693701306,0.4395583636912162,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8919702371417724,10.468652916380949,8.622994184915884,0.9812140873244746,0.9663651895291776,2.0,0.1761774626239022,30.293271906552388,25.07635240169001,0.4214436146990008,0.4112155424915219,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8888091741878161,10.917246889718273,9.015006004590536,0.9791649082099813,0.9617187989958328,4.0,0.1732548696519846,26.583331256871727,21.80529191819344,0.4840172260341557,0.4509293565484915,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8870603577866991,11.072436443160962,9.13040247501591,0.9806216867189992,0.9633489502548832,3.0,0.2943154387762542,23.995319775294483,19.778881432861017,0.5512358339818838,0.5694134690372542,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8890835918514385,10.805226103920177,8.847580240001614,0.9799963261524476,0.9601825235783992,1.0,0.1380355740901442,28.65987966474745,23.9062402600104,0.4052460709155709,0.4397145259962192,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8843661852749571,11.176838829494136,9.35575290701512,0.9827812482677968,0.9687220793490074,0.0,0.2432224490872295,24.82965132023439,20.465519334518472,0.5280106066912305,0.5376384714517847,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8901324922871929,10.54864233192333,8.60068975623965,0.9792663523559652,0.9631312869525578,0.0,0.2036432188437829,29.785167845375785,24.75977612168192,0.4518973350441836,0.4625476225254304,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.885001351952102,10.896341397578778,8.96538165254037,0.9798561163102328,0.9675857793512472,4.0,0.2893275919340093,27.1628532237805,23.244090355057807,0.6054831432295561,0.6190208813625286,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8917430518783213,10.680434797959595,8.762267472459309,0.9832780639838556,0.966935109334392,3.0,0.2750924936060835,26.31316521571787,22.753189568874205,0.5306425729139773,0.5581893278125589,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8923637624763631,10.499390821990398,8.577834408659221,0.977446973510582,0.9582097081953406,2.0,0.06544501564123,31.68454963852455,25.248861755488733,0.2918573474832945,0.3524787602522747,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8878821726455626,10.790990837432792,8.873768601084619,0.981987364716473,0.966637636014837,1.0,0.2348235000622877,27.785616273490653,23.495290550071616,0.5303968098061632,0.5370563760110837,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8849264720752431,11.383250653943463,9.496922432010129,0.9786237180723172,0.9569742520632376,2.0,0.1944102439411944,22.79405480320053,18.72824507768993,0.5350554355915824,0.5372311955209128,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8824648706131968,11.020067511268628,8.849284755801618,0.9729875420836268,0.9519670556014612,4.0,0.2021019926290747,28.77781876158571,24.209930432115907,0.4598923275242828,0.4636254393575508,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.883349612177339,10.887778678150296,8.91386426149695,0.9764692610996744,0.9548000848834952,1.0,0.2789888142773802,28.23976797175127,23.35669929881188,0.551330770273557,0.5712276651719306,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8939563418132092,10.466374704169606,8.503692665616958,0.9751567613038226,0.9554577526162976,0.0,0.0484959543355352,31.36820696431271,26.521829503810427,0.277728462188827,0.293677156736952,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8874253039335557,10.693232094988888,8.694929400426522,0.980371559720515,0.9667152479768508,3.0,0.2915490588661582,28.02392135156917,24.029476605088465,0.5906342752730113,0.5871227445730562,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8813152203282929,10.905606928367316,8.925352677607846,0.9779016715477252,0.9651695470258708,1.0,0.1615294254137314,31.212285844235183,25.081537122759457,0.4039825172197447,0.4786129235655143,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8781069211533772,11.271662719666702,9.194818933826992,0.9734208910952802,0.955613236037188,0.0,0.1580661628573191,29.03430828497521,24.366884556415226,0.4033265863369457,0.398381663067814,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8833711887347523,11.19403372134311,9.376943617691971,0.9809534013570496,0.9605132860584946,2.0,0.221048650288404,26.04433371745392,20.66542454123452,0.4721967272737186,0.5103772548717631,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8857747384294263,10.945612056687372,8.914324216077697,0.975155759514335,0.9587749979109754,4.0,0.1952856703575654,27.82078587220453,23.09840758820028,0.4736419011515503,0.5062997540614432,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8906885934870326,10.665753631077996,8.676215525625082,0.9768785998357422,0.961751894338178,3.0,0.1440837110118753,29.31595917413779,24.994521343496984,0.38935382314777,0.4191645679596383,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8862773252238547,10.605478313493942,8.453531568703738,0.973819865210196,0.9565675764255994,0.0,0.1358947879363591,32.4143994356123,26.32673586760717,0.3780180161061913,0.4382044878276909,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8769226909327565,11.45068175093367,9.24597815450743,0.9753279479925212,0.9590226344536548,3.0,0.2868010295758066,25.410120122218924,22.09845276613538,0.5532328574597809,0.5415455340054838,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8812385279051275,11.288239396496367,9.2094454070882,0.9793857860932588,0.9649325427261988,4.0,0.201771943092333,25.51332422430572,21.378276026479487,0.5326234689708326,0.5732113065334615,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8923209320644818,10.55770098224173,8.720088130600475,0.9772530980523176,0.9623583170484248,2.0,0.1111570297312027,30.26076374252009,23.60696428172009,0.3501752098881939,0.3649636595377188,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8872301969843394,10.937236436075615,9.09360913471805,0.9792718453984766,0.9613810904518668,1.0,0.22287430321348,26.82805373164497,21.96988623219171,0.4735000340494396,0.4875389014491327,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4650096202086188,23.88575165418378,18.77740167497829,0.6819286164980343,0.6915817071449952,0.0,0.1624609811933494,27.594047997871453,22.30530070030505,0.4723189735014535,0.5245832751752701,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4568431888021173,23.52932866262009,18.655506563638152,0.6759193183917891,0.6776283773031402,4.0,0.1469095122058544,29.84931599099309,23.32087825891036,0.4732484679249506,0.4995878475502929,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4587813203920036,23.456314621831183,19.049914842504663,0.6773460422466859,0.6988493193646186,1.0,0.2131245575798295,29.1356691307705,22.401513895413814,0.5142674107730068,0.5395501267421633,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4908589805882416,23.17290311518213,18.16994455394165,0.7006295098737494,0.7047291627970332,2.0,-0.0063020449480144,30.12834114677472,24.36960326784194,0.3825422522668255,0.4263879593146559,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.415457495812762,24.95000176559049,20.04332083287024,0.644573406646574,0.6618419657493038,3.0,0.3093158073588761,25.39136907748913,19.87682630732581,0.6173897632023972,0.5977959063823745,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3973720819817147,24.87950138069887,19.737629776526465,0.6331997784483142,0.6332495975482374,1.0,0.2157286013681028,28.52198754849485,23.15872889979165,0.5091048067208583,0.5671643585412294,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3684596079467401,25.54201765398352,20.173041637928183,0.618550787472701,0.6244333269324748,0.0,0.1757065237946614,29.04930701386522,23.238228748470306,0.4803193785782871,0.5122136070812937,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3416948616510487,26.660582280463924,21.4630315187674,0.5934384093087018,0.6053867619372023,4.0,0.2560855665442922,25.8395064364521,20.340021996945083,0.6095538260706237,0.6051288919320423,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.345608497842884,26.76587926749389,21.381163697887946,0.6183687591224791,0.6133357254496692,3.0,-0.2441415965135207,31.454686230482668,25.666618463651663,0.3048026566547472,0.366767403897847,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},-0.1388099067922188,34.47378722956483,26.967757664501445,0.4133937841323882,0.4278147721113966,2.0,-0.2986994272579331,34.145830800468914,27.465156325645893,0.435780521475635,0.4650619956208582,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.5178440430699676,22.0385630425714,17.25163732635059,0.719629142416068,0.7242878585635435,2.0,0.0933853482995081,31.336074856367915,25.98828067421193,0.3883738188196192,0.3988192105726938,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4988816622906954,22.93808394441808,18.12401903717384,0.7063307868595013,0.72634512473115,3.0,-0.1989757398613094,30.81215300948463,24.270042333464342,0.3295739879238831,0.3620478312908946,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4347212024866149,24.818559836155657,20.15024792019477,0.6593603236112565,0.6710588752683658,0.0,0.1234946993777856,26.7223903463477,20.254907315696773,0.4541882402785655,0.4532659836095049,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.493514224444227,23.275122844098075,18.50084114733175,0.7025208481495786,0.6874201033174406,4.0,0.0785793857682034,29.32791128878105,23.44170473270871,0.4080915738067869,0.467449424998526,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4870616936034881,23.3751272905381,18.46027477981357,0.6979151363503487,0.7029321585979819,1.0,-0.037983502187104,30.733695474605863,24.1354594146037,0.3565849227847494,0.3652646733381685,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4020137548827894,23.456860767761043,18.5024042242356,0.6351166869755124,0.6096593371644273,1.0,0.0031210493327684,33.97191464760934,28.491737636666844,0.331712371721619,0.3723390617233255,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4383314335969607,23.697396590909005,17.950618128128013,0.6628522615292239,0.663992930593705,4.0,0.1085630188209099,30.74735692270892,25.40175497385397,0.4093813461686596,0.4203925190957108,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4474787434568877,23.32477470498449,18.586550731490565,0.6749013685239323,0.6840106653881597,0.0,0.0867198161434141,33.25910799814263,26.517070974427988,0.3838586812917072,0.3737182069922304,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3946060352275822,24.980339353832907,19.682737260774392,0.6433020694294269,0.6797871653114709,2.0,0.0325120980151839,31.748170369647458,24.96729832410784,0.4091415083294076,0.4262555558441033,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3158398028445081,26.483346687610425,20.92792073243939,0.5757026832577996,0.6100611625629402,3.0,0.1826353790907656,29.399201116720427,23.181726072676845,0.5154014197284938,0.5156617500551647,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.459208674676279,23.73027039071408,19.189188658368444,0.6776608999876015,0.7006239833199304,0.0,0.1789730255974856,28.45429608699672,22.97831575377515,0.5007969259480963,0.5103752318756546,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4110409491549925,23.705963440806904,18.753871958415434,0.6411366334149106,0.6545057635787019,1.0,0.4070356026972868,28.203739154352423,21.75409406186654,0.6588867595311229,0.6659215180409355,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4402043050851876,23.93570932267501,18.84903895519285,0.6634904450156631,0.6753149916715285,2.0,0.2487293571053154,28.28918568846982,23.13066551187647,0.5257187373863212,0.4925138952982832,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4681565019178723,23.58526506466572,18.953384167087822,0.6842347805060938,0.6869230858158322,3.0,0.1218940381634252,29.43487471053545,22.64710382237965,0.4864934389746018,0.5259650302369825,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.447958846502871,23.73960478323781,19.05461535801775,0.6693106795939341,0.6800300791244432,4.0,0.241730945202872,28.633191140316768,22.043577355944457,0.5468944767395014,0.5954534960695489,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3725466072816595,24.45246255123875,19.527576887976632,0.6173852191715723,0.6350264088086569,4.0,0.2423679748742745,31.7321353753435,25.66198100257816,0.5076390500832627,0.5356015774691633,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3259646628566014,26.788167303264206,21.27971937622229,0.6042283398112289,0.6267612779750461,0.0,-0.2976157936620447,34.18764877450863,28.13366006240797,0.2347277868166396,0.2687245912219536,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3886194071619816,25.40542194141528,20.0216887556276,0.6327662961346893,0.6484073788569372,3.0,0.121144723418565,27.726203876039914,22.16810506706749,0.5154198147748762,0.4156261426460838,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3041429019395847,26.90305076678715,21.27215238196353,0.6047267222189467,0.6322584414895093,1.0,0.05192682380507,30.944427419038064,25.78768828594766,0.4920290407399587,0.4997906015398616,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},-0.0862126219685457,33.17556398588214,25.58259658549215,0.4131261489278827,0.4405565945772131,2.0,0.1069593672615898,31.57159410639041,25.51157789200643,0.4978741248846649,0.4465474201413483,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4752434811697398,23.25633086028285,18.45727008442944,0.6893916859578311,0.6963812186686144,2.0,0.1288775594237878,30.20926475336673,24.11774686135116,0.4306640199325549,0.4472397149197272,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4613412600993687,24.27000524025586,19.22566905413142,0.6792356251394582,0.694773835720934,3.0,0.1158192201143561,26.49383861393409,21.955193504925703,0.517928836473339,0.5401629927920588,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4645181713247006,23.38767636966492,18.604521325718427,0.6815711400015381,0.6847900010038621,4.0,0.1782004043211019,29.86908303052576,23.74041446284646,0.5025931572370917,0.5184582688964022,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4540669903041433,24.134680211691634,19.259652663009486,0.6738575351486614,0.7030728941654167,0.0,0.1691246059765633,27.21671575859405,20.671839782140985,0.5079279503475677,0.4766607722611156,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4430291391548796,24.39591713415849,19.15942879526371,0.665619365171432,0.6820690890917581,1.0,0.1606848026407495,26.723226781881777,21.108661997403136,0.5461442416009333,0.5376428743374808,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4184497940881208,24.10178869397162,18.90802480491925,0.6614846215659022,0.671457923877724,0.0,-0.058218797357656,35.19533547949621,27.88956201945988,0.3321844864841271,0.378648878459806,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3574429313152931,25.495036260078248,19.641502516352794,0.6062089687204626,0.6095482557606374,1.0,0.1156844865836297,31.547091485355143,25.52849033718027,0.4357557899820743,0.448521811642331,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3850129957250457,24.934417493072733,19.747842217031355,0.6228749524587132,0.6384099878969587,2.0,0.1913057031636725,30.017735371159542,23.83999224240404,0.4782726199042032,0.4996089952583683,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3565006459264347,25.33073448605495,19.87858727348958,0.6051741059100231,0.6285273921671156,3.0,0.3239239917445554,28.13895442062975,22.660952364084768,0.5913850201300005,0.5606113107692828,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3400967755756313,26.30584391853558,20.43906856585512,0.609307899068624,0.6103760943861973,4.0,0.018207119090803,30.916699610946075,24.743991107418346,0.3810941622877657,0.4255172726239969,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1770680200511252,35.14704149921579,31.35773313683986,-0.1471749679976504,-0.1431648211005879,0.0,-0.1838581381962669,34.10810524930002,29.17240041667636,-0.0148809830466651,-0.0629803017756421,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1712874018190779,34.42436377101741,30.3687182335395,0.0536860978518664,0.0511074882606208,1.0,-0.2013119380654138,36.67519757867976,32.69121743652077,0.0100849958634012,0.0031717873172296,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1779140543617194,34.24930650166672,30.20650738822491,-0.1831369187778474,-0.1661627349900158,2.0,-0.0755679858332809,35.44952138385481,31.56472092490968,0.0673536340842229,0.0971960267819339,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.178283901110186,34.38767543709821,30.33877646894761,0.0046400067813562,0.0142286261101835,3.0,-0.0879891867325117,35.4813440365246,31.584740872874992,0.1080771428977812,0.1502601223425164,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1578328765030507,34.45375268403269,30.373572443040768,-0.1429888352793343,-0.1463474579400055,4.0,-0.1861852763020544,35.56512967498382,31.72491682167068,-0.1957426550099205,-0.2187929920342249,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.2130269759668019,35.986643657445065,31.77663058533707,0.0580089697994058,0.0552710900456277,4.0,-0.3036776248697244,35.17947294496069,31.129599116081668,-0.1516987822030857,-0.1389247885677829,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1907255121047293,34.38561249029657,30.36355687365982,0.1016902070788775,0.1549420274790235,1.0,-0.015596651181589,33.47314209500623,29.623512787988663,0.0741742638215261,0.0963254376804886,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1754558419205372,34.90294952680227,31.028265701054263,0.0979709706267942,0.109987695637212,3.0,-0.0543291612728293,32.364027280834904,27.827848402237176,0.0148981112211776,0.0093712401052047,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1571329814942268,34.702847587462315,30.779531670361045,0.0455303212675182,0.0633512322745555,2.0,-0.0697709762493961,32.545969582420554,28.30618955767452,0.1033391496173738,0.0807589035098234,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.2480225651374967,35.77771694328749,31.63545243006596,0.1379429882498684,0.1585170288070587,0.0,-0.1940658690587327,35.443814172081915,31.26264355402455,0.1034865767081295,0.1803996456238458,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-1.0126140759801563,44.77543896569129,39.61833311578602,0.0060433930796192,0.0102977222271583,3.0,-0.6196538634600977,43.26228846338128,37.08047551531299,0.1915313405541641,0.1765605099453477,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8979652281673627,44.83717864484015,39.0718430568877,0.161731369512761,0.1662401222961743,1.0,-1.7704274913419789,50.34685588432123,45.3887059808001,0.3470309702770737,0.386940189560787,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-1.0625909892276917,45.1886606918858,39.99728060118853,0.2997576712435976,0.317157519993536,0.0,-0.5057983396120742,41.47577920281979,35.53719160820888,0.1989524675455565,0.2271031369550857,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9025084990010176,44.04314834391711,38.477812284654455,0.0021962658195262,-0.0021833669031762,4.0,-1.078007622451881,47.22952000288914,42.436931561564144,0.0823205049146167,0.0615243603295793,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-1.0539314028225395,47.02220501766557,41.70942289747692,0.2569818249610192,0.2419104155253018,2.0,-1.1831218169306918,44.57667992963909,38.29795255421509,0.2465493527234254,0.2652824823414072,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.4492591678207152,47.77991047872224,42.6333208214545,0.0222336575461598,0.0618334986499435,4.0,-0.4552788479184115,40.72324485587792,34.73610205134725,0.1275246226681193,0.1453721962737817,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9698758847299098,46.32585782736204,40.99115776673797,-0.1199425932135384,-0.1385366205577443,3.0,-1.2468952836490326,44.23465898224052,38.247290098771,-0.3973033872969121,-0.3706988211126764,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.05505769946453,47.17012702606627,41.98686198526392,0.0651508346272869,0.0602411178039273,2.0,-0.9678088110094648,42.337112231559736,36.2730222881565,-0.177872966572931,-0.1734168917597812,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.0071534909160458,44.43918797774993,39.22228072648812,0.2768885227174597,0.2934110154025984,1.0,-0.5773200404229468,43.44862271914718,37.61409254232085,-0.0306283789390858,-0.0166245363828355,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.0235897211231362,45.76110892724742,40.21965340091064,-0.0248820228432521,-0.0362750727198571,0.0,-1.129130589520129,46.84346547167673,41.34020622984742,-0.2189629320941555,-0.2045562323246502,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.3042324284524185,36.183841570554,32.013652441578714,0.1390031552863402,0.1582662491547667,2.0,-0.1023035190634382,34.2830964193858,30.23765002583877,0.0082084180100477,0.0010361044237597,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1511499658506576,34.20316606142024,29.859028197377743,0.04421588486246,0.0489997740733186,3.0,-0.4690114689337989,38.78587958186138,35.71743357559844,0.1175561543667299,0.1430934161058731,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1745689874904523,35.831436172238504,31.54371710182924,0.2061530534118458,0.1994213071969653,0.0,-0.8409265335950611,38.12470586951517,33.97134493251531,0.29764203281471,0.3069670071479214,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1872208921553766,35.422426195874735,31.127185469786312,0.0006684031912431,0.0245262832837752,1.0,-0.6153528808456521,38.57838065641145,34.49782888340797,0.0052322744923642,-0.032837206085303,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.3090160383325557,36.61443989591314,32.4527543677335,-0.1522631388395458,-0.1736995661915301,4.0,-0.0879819190426198,33.16997369359315,29.114764323842447,-0.1890476845907009,-0.1916216207827446,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.2396671305907762,36.63348399529156,32.503449901330825,-0.1060657711951467,-0.1340102226036428,2.0,-0.2291417769641246,33.05302404765878,28.91325470413304,-0.2002281454468732,-0.1864500965423553,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.2843403963196897,35.102703204873755,31.06933018850476,0.2907477549385818,0.2938453731868795,4.0,-0.0950407664194363,36.39803030544228,32.057707305378855,0.1694766961074011,0.2584997003328393,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1286710294584434,35.07215462980928,30.811616620178444,0.2450535969451889,0.2636851795099291,3.0,-1.3638199517160556,39.12391049674868,35.17000025648721,0.3692437354181181,0.3447607031105807,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1423733690014341,34.13881804037462,29.9389996134939,0.2378654135940861,0.2503246582696205,1.0,-0.3312382410311962,37.36683237442245,33.93958556782168,0.1632299304604083,0.1210513700407128,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1872900042115419,34.48048128137594,30.5858041967459,-0.0419314004542106,-0.0358335803218628,0.0,-6.724431099747186e-05,32.198145669730486,27.90460230040004,-0.1135374041716966,-0.1065566062009375,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9322729468610398,44.979347109231256,39.00551773143029,0.0522173787859303,0.0356889476032133,0.0,-1.7382636533917757,50.50663408376114,46.49227255329592,-0.0967019057525084,-0.1403157348069564,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8381282128321719,44.416585504700144,38.59514175146701,0.0640043917490907,0.0797081475225393,1.0,-2.454888039929647,52.08466485898182,47.58812907345176,0.1333787883316408,0.0302119646466752,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8951121596339389,44.43434649267497,38.94190577539553,-0.0143603453256772,-0.0282895232138062,2.0,-1.1075023687253238,45.81457850972414,40.8140460056964,0.2509226332294633,0.2085875296886994,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.922589284709936,43.61745424227503,38.04848809823013,-0.0855319089882996,-0.0903013847117648,3.0,-0.9285944498560216,48.44570954583691,44.04269518082847,0.0273599727533412,0.0413992318714506,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-1.0471228426861403,44.42224743973105,38.973058794487045,0.2612808246287891,0.2754647794832348,4.0,-0.5758951773325132,44.733749646319616,39.59491095678202,0.1307211987881994,0.0774119615822922,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.2280561639303729,47.38394590647417,41.48135935789551,0.2890007738686311,0.3171032740591732,3.0,-1.0650354775899291,47.33241969265136,42.0909286563265,0.2617809297049778,0.3345311626551041,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9569451758684604,44.61530959703429,39.38892416822715,0.2644863333378055,0.2670659838192652,1.0,-0.5718349652135137,41.06589911226242,35.485280328989,0.1055116576934344,0.1149035194583685,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.7326755809696128,43.21923597500095,37.33213304883843,0.1885731224489356,0.2428991055641047,2.0,-2.414268429584931,51.40571212939523,47.26062521573581,0.1348390510500692,0.1784247865043274,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9181036814051716,44.56760044383475,38.854028349623206,0.2019758954541218,0.2125421560127845,0.0,-1.242656192534743,47.714375329572896,42.90477412998542,0.2332475615609343,0.2032863413926929,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.5306306531297031,48.38096514582538,43.51166720318512,0.0220439644900632,-0.0051176632413821,4.0,-0.3445886439390242,37.90588287268219,31.678462913004743,-0.0820983589840204,-0.0730538485743028,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1673899857827243,35.31597905918903,31.19052264172846,0.0355059897464885,0.0354018286897745,4.0,-0.2374380331112562,33.27178352028025,29.547100500145323,0.0739692592534251,0.095744092937514,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1353567070199905,34.60987946244573,30.431100473654777,0.0466302288710292,0.0009358496130401,3.0,-0.3698581220761945,35.42921449315286,31.950880472877945,0.011287406613277,0.0879667002194917,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1719689362805077,34.41649845301483,30.28468426841286,-0.015958117693949,-0.0122030865141728,2.0,-0.1972174152450139,36.73114112918662,33.062201313106634,-0.0169923705830443,-0.0052931590324497,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.145399194689336,34.900070215791466,30.810985506630622,-0.013109060687114,-0.0065797526666611,0.0,-0.298510078546067,34.24632062957053,30.4032008208424,-0.0076678955687891,-0.0114654226366437,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1299530701905757,35.00558678175264,30.93079803989609,-0.1263275952185693,-0.1310774309645444,1.0,-0.5549021165965247,34.57467977922601,30.598978207368983,-0.3079724531549166,-0.3641001932212511,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1756298158151907,34.81082570111048,30.96404335695535,0.1907016913040986,0.1923077592070269,3.0,-0.0322324298449696,32.12081952047119,27.617354421750427,0.109420654081936,0.1281233103245388,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1401847283347936,33.69339246056934,29.69895492122336,0.0883469696716629,0.0907733715189293,0.0,-0.138070723274746,36.790319154599445,32.896504141964535,-0.221128441237485,-0.224999632103887,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1298936206859451,34.41978873267553,30.35623064309524,0.2323640826640439,0.2567617729449515,1.0,-0.3363283958817835,35.54900417430737,31.679523335298946,0.2983555702132113,0.3403884129064168,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1467725400710013,34.601427749549,30.58466682894457,0.2184994862581157,0.241966133810841,4.0,-0.1785735214731467,34.221162974024764,30.20900515559594,0.1857198717515225,0.1537835745545001,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.153446245247762,34.21514411094311,30.15305206523722,0.1349863042215782,0.1568242630045394,2.0,-0.0905221644475722,34.74842547418806,31.02328469474619,0.0376322280267465,-0.0115074773891511,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8823669535623981,44.96836036419339,39.645735125632505,0.1392528768545103,0.1408163706444337,2.0,-1.2256000883569569,43.983096791065066,38.23326432528187,0.2085207177207306,0.2672820659843684,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9369192035110638,44.471524465613946,38.89446131225544,0.1477831487503536,0.14524174463247,4.0,-0.8162394767608185,44.41715783848503,39.83850481259411,0.1657727763596161,0.1240833709531827,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8126854362876759,44.12320453580866,38.53523786339032,0.2170770296331776,0.2275139262088009,3.0,-1.6230226259575966,46.70071020875053,42.13900408834598,0.0940491391140488,0.0662760682770023,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9465296512579756,44.84753324530621,39.60990292938055,0.1731065026939643,0.1662796258841484,1.0,-0.8044285250379852,43.17541329370656,37.21981016863309,0.1027216541135608,0.1200740086936123,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9908939088019764,44.78459972208484,39.53337020259941,0.1641212585914123,0.1756104437614432,0.0,-0.7089371614940299,44.02468389362559,38.05035536256725,0.2792764880105617,0.3157012300474022,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.8875812811611672,44.436469204097264,39.07124812936042,0.2332747649864203,0.2247910570118293,3.0,-0.9234354785982024,43.54636858797669,38.235252335672335,0.1500351424667067,0.1837725514932673,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.8895746945483494,43.555685837195874,37.97212881779557,-0.0286462825699616,-0.055463252082399,4.0,-0.9600675791573736,47.429255123668895,43.069850855075664,-0.1718426522884049,-0.2488964029135375,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9015918255816202,44.53621983575525,38.97809483769109,0.3112392046544545,0.3226564447130794,1.0,-0.9769477812365788,44.4186971088604,39.73934674221847,0.0809471588640147,0.0924637953685511,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.7873254742937521,44.04668440901981,38.56877037474752,0.2526855964276571,0.2761255765763088,2.0,-1.8507819630186977,46.81469400822941,41.83435995286732,0.1752053654341563,0.1722628658115602,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9197458149676688,44.0177517512067,38.54394145148784,-0.1977994024059071,-0.2120105791358414,0.0,-0.8306510796060202,45.58207099610527,40.67716999284804,-0.0825803154220621,-0.1177510944574727,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1795245864521222,35.056388044822434,30.85693200723432,-0.1389103023542267,-0.1683964267874029,4.0,-0.2436774336664444,35.26495145116461,31.698938393024573,-0.2387050216146829,-0.2555524553481255,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1534391632861711,35.284831497352016,31.36137009902918,0.1867091130903682,0.1794084993227022,2.0,-0.2188889909309099,32.20070487957732,27.832675826295667,0.1143389203447709,0.1247471710978444,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.18428329596972,35.442328344397424,31.38862839198966,0.0943427826216978,0.0899235876437263,3.0,-0.1353314433659975,32.32786008827635,28.411221003967817,0.0854108160067201,0.1001297052725579,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1549088966448444,35.01624949760512,30.927425739945587,0.1348895090935546,0.1015277053493975,1.0,-0.2604710060283828,34.00426001785459,30.14338624148006,0.1043041915984237,0.1350022143923103,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.1591315235447745,34.730631646738544,30.605051571802807,0.1369547571674567,0.1309538118869443,0.0,-0.2324696498778453,35.16791232877036,31.446454771169645,0.0764277342453032,0.0267364818728484,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1327786416724186,34.36225956230234,30.50020217377588,0.1418768024368658,0.1734555260322882,0.0,-0.1870866843367868,34.42300344269134,29.86086560007556,0.293326376294988,0.3075732736186291,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1404347377880472,35.174698416836584,31.186510893555926,0.2470414706926584,0.2468096026495722,1.0,-0.1948846476552588,31.46888820028077,27.529276966146487,-0.0104029654418499,0.010329887781905,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1667930965723529,34.41681697188858,30.45208577884918,0.1981412718158691,0.1971511401356051,2.0,-0.0929141691018837,34.74247392840852,30.54434930028039,0.3241692513883867,0.3666551880070283,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1266923756450613,34.6809806683027,30.56136525826696,0.212582955191357,0.1956437963658756,3.0,-0.3744797246286895,34.51159821356306,30.854027871570665,0.1765360370162947,0.2505622047830688,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.166977735253297,34.269325401036475,30.31335476938402,0.2530517043063239,0.2947608644225875,4.0,-0.1114139725123088,35.66751460509212,31.419001592297555,0.0947374962745505,0.1770010896968293,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9159607105648097,44.62144450408317,39.2307063470433,0.1873499242491839,0.1790431932620657,2.0,-0.8715600208971213,43.53820717504124,38.24049386550643,0.0554310746152133,0.0876490024822504,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9664051625637164,44.78184176094789,39.35876971315968,0.1786566090455049,0.1680578767472325,1.0,-0.731993834886536,43.32850353962824,38.12841434791842,0.1018837987299859,0.083201482612653,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.9074470141363168,44.62552046538514,39.42988199040869,0.0408044256407416,0.0304243999057143,3.0,-0.8805663093470719,43.21690182440145,37.16926675042359,0.2052133732223939,0.2626586635413936,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.964640126348353,44.90808746202036,39.63270349629436,0.0391117488487918,0.0282183301370071,0.0,-0.6965835701574379,42.19674720121438,36.49996746978046,0.2016637715410161,0.133062781416777,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.8350778382564261,44.060983203998696,38.48405265400102,-0.0307955109036737,-0.0247668119664186,4.0,-1.2601229171835016,45.66731721688589,41.148318370229205,-0.0892216667896421,-0.0826816961358342,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.7732773513366775,43.63984257764473,38.14096075899285,0.3404784640376087,0.3562834358918046,0.0,-1.570599839558965,46.2036048258015,41.55510136430912,0.0034318375001439,0.1007856498345869,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9704564562840772,44.674620397001306,39.51853155924299,0.2784214934325404,0.289942305786608,4.0,-0.5572437512601878,41.078679131275386,35.21560219760356,-0.0483051278157844,-0.0591443904205007,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9046380043212918,44.393367909549575,39.2604332005586,0.2617518274172905,0.2760321969804632,1.0,-0.6486068769499842,40.84979647410122,35.07714118245161,0.2657523122057156,0.287603584037223,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9712518842530496,44.30431356291782,38.92522553647903,0.2863151198718001,0.3175126956770089,2.0,-0.5472709084833727,42.40309128437908,37.39159761069776,0.2435635209265056,0.2173013897790542,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.9071632730353808,44.47196861049501,38.92583465131091,0.0208891636035159,-0.0015279881094212,3.0,-0.763026678908868,42.33015540855055,37.92384977284736,-0.0742265449796855,-0.0770441997600297,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3325045340049486,26.06972881928142,21.427757878932816,0.5785819782309444,0.577441070060079,0.0,0.030594479934216,30.86866585520099,25.16939215564297,0.3513737337952654,0.338541337636693,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3813442336011082,25.335739127856883,20.413702764486697,0.6192945542890644,0.6335396104398601,1.0,0.100070379192062,29.69981939963057,23.589498164550847,0.4343221452616482,0.4145995468688059,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3783490776429777,25.18035581220976,20.62804150888216,0.63178080439722,0.6517797314688394,2.0,0.1465984482653575,28.99200172264382,22.44668258915082,0.4391270539405837,0.4801515249551366,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4272770349909838,24.373661960816,19.673518590842896,0.6541020011589266,0.6613765219886403,3.0,0.1086599697496838,30.253328689692115,25.166025181140554,0.3790415356580653,0.3984100952489208,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3908768790685927,24.54315378228773,20.092240567341268,0.6275955831381794,0.6562939612036489,4.0,0.1769979406729606,31.936219232843765,25.811655038339733,0.4380367403242067,0.3775186051682311,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.42464762179429,25.025806011915883,19.3512666468932,0.6530753340355056,0.6486237016768236,0.0,0.1696166333311012,27.536943294276178,21.81968516725196,0.4949548070790925,0.514041396713021,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4433288819907438,23.90733894518528,18.55602885779871,0.6720818215450823,0.6624243663091621,4.0,0.1012803893367974,30.207087066388286,24.68069558488167,0.4216889420216739,0.4227311599084265,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.409554410139152,24.85520284609496,19.83073890599432,0.650228683315271,0.6595485687824826,1.0,0.1711433611005582,28.30232614051081,21.95507183418897,0.4360304609656742,0.5191371863730633,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.429430984915442,24.906726053222744,20.147691613861443,0.6609648301765074,0.6688756854176701,2.0,0.0712283874941085,27.421385773276977,22.63213776300768,0.3834778977192328,0.458945271365016,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4422350741350314,23.3895425407529,18.21768654642723,0.6707067377314436,0.6782888335716903,3.0,0.1842253770087545,31.081217070058475,25.298355066424204,0.4365043255558664,0.4499518121085163,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3995159912494938,24.702295989996404,19.85576936022804,0.6484817962327616,0.6569255407583343,2.0,0.0765983639962679,31.63996330147118,25.20707591841805,0.3017812824621872,0.3408748379742609,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3612609745718887,25.58478425943029,20.86971129386334,0.6094901287670963,0.6251036062488295,1.0,0.2902756688245792,27.38022259459876,21.049172637573324,0.5446539903343424,0.5464219949572867,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4095864798197817,25.26426687759352,20.12045151724424,0.6442327738656942,0.6545420571192493,3.0,0.1553757565565936,27.504368948706134,23.332434562116745,0.4426073444911491,0.469750710390678,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0531160584453431,32.021284202506145,27.75335479297286,0.2860505152407907,0.2898167085433487,0.0,-0.1444561852864141,30.131476036634385,26.91378963647345,0.1922449379206907,0.2339804030807029,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2460163336569746,26.94440227502692,21.9273081521508,0.5257110626449087,0.5470388672844486,4.0,-0.0064482097446323,33.864068353645344,28.0310211610476,0.3272412808075883,0.3329996996899039,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0609104545252537,32.11989702012629,27.87522439312697,0.5704718177860945,0.5826769922500893,0.0,-0.2161443754258736,29.774758691099137,26.393409684869603,0.4989923491743482,0.4656760563920563,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3979680105313163,25.08059164473549,20.40200402083265,0.6723378422574381,0.6759604007300652,2.0,0.1035908883372044,29.502694243672583,22.78035044058399,0.3340618485331343,0.3931577555973043,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0558009893502911,31.937670164131887,27.716673409687584,0.6281981993847839,0.6502305740883144,1.0,-0.2184885243692944,29.583864413504013,26.417266535973614,0.3902299455032308,0.3645276976212933,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3998409587835489,23.540233194758432,18.598573998215148,0.6342227681651905,0.6416220014440763,3.0,0.0301365555793395,33.61740836455482,27.72990577141573,0.3588280167813738,0.3762097982264071,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4007910382069921,24.948430587725216,20.307223717669466,0.6513502892804994,0.6494353864402819,4.0,0.1143630215921102,29.86990615696621,24.657941566977907,0.3519324048263529,0.3965678782055026,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2793556521847149,26.0031701793129,20.830763040487007,0.5347191933516029,0.5605017822582251,3.0,-0.0054829077980005,33.62036332269076,27.863098769733107,0.367412695214069,0.3955419098375772,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3805725740724673,25.57454404755225,20.5737070041408,0.6229629384462958,0.6343404730038078,4.0,0.0426913205077661,29.47348171675631,22.56397877303596,0.4096973353564688,0.5067231404791264,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0843769096946148,30.72283645488245,25.70666610561093,0.3008610926068793,0.3194351090682388,0.0,-0.0815441742218201,33.24435910028598,29.312604509031736,0.1109609196778954,0.1788625838970094,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2800314606948553,26.570908563575088,21.575013283910515,0.5404422939484754,0.5301035724302419,2.0,0.1779761773487391,30.49021997122784,24.478311971590188,0.4767584557818287,0.4941641899552725,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3108159815333757,26.255639831760647,20.804959872595944,0.558973824198103,0.5500818606345997,1.0,0.0423108063261747,31.92366968513933,26.8360427653039,0.2549741597404814,0.2718366450712366,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0490511652297354,30.128566062020223,25.70632630460807,0.5633228577114133,0.5788506855954272,0.0,-0.0529147304936767,36.12780921882642,30.623852241649708,0.5263493501811951,0.5331929317414551,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3826503501860558,26.016927015564644,21.444335712190224,0.6362325057954039,0.6363226370214864,2.0,0.0479587829834102,26.380464297727187,21.27343123149237,0.3936431774405271,0.3878263575361943,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4866566195050339,22.96609684485487,18.6335148085012,0.6977351856389566,0.7110032701842571,1.0,0.0887965642372796,30.97673478462244,23.77100284590864,0.3993615886312675,0.4414298660387489,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3726438085300607,25.77433537433756,20.77475028839837,0.6192721540147754,0.6267534953686625,4.0,0.086145793331175,27.2411304290829,23.08054129634725,0.3988816139021449,0.3631245624496701,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3602170951964526,24.63605007787994,20.01752326536144,0.6355234607667211,0.6371576343356451,3.0,0.0820154414271744,30.876125004481548,25.53234241859935,0.4163513372685723,0.4304331989114876,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3931046560147345,24.79952990334888,20.682358810621142,0.6426167994858002,0.6321963879950153,1.0,0.0682739646748302,31.68525306775502,25.90982670327756,0.3147784943241535,0.3427146196380257,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0188738229417397,32.41648364576643,28.073343440681708,0.046402468372689,0.019908806116237,4.0,-0.0162931569382651,32.35602652262764,27.09643489895431,0.0555019483365222,0.0398410248572387,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2347074198723162,28.28632608661867,23.68420893643732,0.5172641971988904,0.524694966902328,3.0,0.0569112165168271,30.593552577326463,25.905348262983384,0.2537025379508743,0.2429484398016668,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2319482527854881,28.773793988432114,23.55966255721109,0.500965371317582,0.5259528828971617,0.0,0.0559829174101565,28.84494306708737,23.495965648346044,0.2519994090576129,0.2537533416871383,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2900314422084485,26.39025492423399,21.4673799252196,0.54820328521531,0.565400656166012,2.0,0.0747155790934174,30.093555521469057,24.87880938827133,0.4440691691122571,0.4556355202157217,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.369799003033357,25.63258495365628,20.84559951870855,0.6358138510602519,0.6612665615112456,1.0,0.1556902693415099,29.092005479064223,24.84246012281793,0.4097906250950412,0.4376834952666544,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2671475237447854,27.413695373730658,22.80224758715185,0.6100809710732088,0.6395327822911554,3.0,0.166686997311295,29.481588643920954,25.48424109369803,0.4826884358330684,0.4818866445971068,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4195747075718479,25.09105393885373,19.990385931796386,0.6571463215949063,0.6548373168558571,0.0,0.0709933981066009,28.578066830917805,24.530083533448945,0.3642655601747568,0.4272483903441165,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4035050542320717,25.10752954272273,20.88337289002072,0.6638064621343448,0.6642937971687976,2.0,0.1732264503624367,28.21152008367273,22.60371075920952,0.420852087885668,0.5150084182776412,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0375838311452889,30.69344925811089,25.898158393220307,0.6261228114826578,0.627091707815225,4.0,-0.0595105221375167,34.515895699280904,28.372683940760407,0.3281512079657362,0.3664188231494568,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3750133125581354,24.063292197344538,19.75576409502404,0.6156622326913221,0.6273225254667577,0.0,0.1698020819836225,32.519168550877424,26.30259174948762,0.4256464656912586,0.4598259699043145,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4009586134895648,24.55247611075456,19.861259527411303,0.6375946018152948,0.6385170587698464,2.0,0.1947653200142156,29.278906400522462,24.56805317956159,0.4437196342063688,0.4495453895177886,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3351954949835085,26.24156149495562,21.44783364165543,0.5793292849483309,0.5874938335957032,4.0,0.2495892186934468,27.70965539114741,23.10540639592803,0.5106242487173677,0.5062587552390864,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3960449467203683,25.32729723356612,20.40562318003148,0.6347818206541833,0.6189749259631263,3.0,0.1655553523076512,28.19211151749085,22.70830559102063,0.4585448035781143,0.491343707033026,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3686007492945741,24.589930053493443,19.89309821400668,0.6109848479191368,0.6176248781646851,1.0,0.209600320289792,30.87449341206934,24.423920915299085,0.4804398694523513,0.538925870730868,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2418687009877835,28.6342037294137,23.037509092465967,0.5750746949003689,0.5972235534491707,4.0,0.1921554927622331,26.31249837629574,22.561219878625987,0.4876538796193678,0.51994415983292,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4491869147694584,23.770128402856656,18.590541630733743,0.6813324107388155,0.6961600702250241,3.0,0.0166495754688731,31.00462539597281,23.74447660901859,0.3799158324804591,0.4200192846124846,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4905532928534909,22.98774835221909,18.204425521898628,0.7017028350946908,0.7087661687929252,2.0,0.0765533106919151,30.77490426595922,23.7481035989702,0.3998306325880507,0.4250520800983848,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4747948686738613,22.46274254318604,17.221415408939436,0.6899179333208196,0.6865237806380052,1.0,0.0172397495988981,33.50985009553096,28.16263996940302,0.3389946887986086,0.3409390389235102,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4621769135266117,23.548556608566773,19.056567240114703,0.6835913680796926,0.6769457085060746,0.0,0.1572224583307674,29.628496346405534,23.44738063050256,0.4273032907731448,0.5024736887546599,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3618125951999349,26.15187975609145,21.46574871750277,0.6174905487349469,0.596426511018303,0.0,0.2298855027437186,26.22673512894057,21.066366920627555,0.4900309339078074,0.5304034028616069,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4488088390953476,24.50522091725654,19.92328250362908,0.6709825078833835,0.7004261456334752,3.0,0.0132912585165712,28.11101157990573,21.3978180360703,0.3615583518987929,0.3833512506154039,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.339435624716787,26.397042897375208,21.622729929639515,0.5981906504854422,0.5930869491742818,4.0,0.2278469694703154,27.06356367563208,21.198390714927697,0.5018304933479155,0.5274124472523761,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3891152763701349,25.360471850927063,20.112051730417903,0.6262520914056581,0.637409289420856,2.0,0.0835037955233477,29.75964177208504,25.507866128611976,0.3339542493599785,0.319158254316627,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3527830795101204,25.496799253439203,20.90866489682729,0.6202787924180593,0.6169785443180495,1.0,0.1564813648005241,30.282905986605893,24.35680212487121,0.4134943039488002,0.433824356539992,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3724395870784187,25.463860716191896,20.53204801927647,0.6214364154703113,0.6364901536923074,1.0,0.4500453907072494,23.85671825056372,19.22486969660062,0.692935075613083,0.6893423505202804,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3722737541729592,24.90490039277301,19.886663380174443,0.6260400114364635,0.6308057451891346,2.0,0.1303655766091883,31.28854906703474,26.441614184678063,0.4070899325583544,0.3856504886361965,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3415170056872239,26.97322391277432,22.139014805092145,0.6036642611206587,0.6213717316143718,4.0,0.2913216612753435,23.35394304410829,18.72054141196978,0.5473441198356473,0.5251388272985166,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4186209775013425,24.12917876497149,19.17747835751608,0.6508200665356029,0.6561437054283382,3.0,0.2389819256981424,28.223953598188235,22.51550153766187,0.5347870160259351,0.5596389653762821,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3611453888569487,26.17424371479623,21.301348234391515,0.6256604139367625,0.630631340526805,0.0,0.4052116283194918,22.62721354708051,18.11455138835336,0.6700422020532057,0.6617246032434015,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.511775719622694,22.79252272137658,17.9860669092515,0.716059923987986,0.72467977996152,0.0,-0.2215262008553022,34.025934415442585,27.220167236625983,0.2638724300156295,0.2960575244514375,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3805347764301422,25.45278813103111,20.43814861646148,0.6235072466066176,0.636334305056781,1.0,0.0843748691469266,30.112430345345537,23.41524159205358,0.4492780969595951,0.4870395734194461,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4105734447939978,24.773822873636988,19.70484312742136,0.6408778820182133,0.6396084703977519,2.0,0.0851492960918089,30.299489947422263,25.56606562371301,0.3885799757214722,0.4011828315079325,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4898053511708604,22.083790387603845,17.918060824477216,0.7012873654008469,0.6907650627896923,4.0,0.0189588166976841,33.71881846206322,27.078771867563653,0.2940349159684824,0.3211265994145009,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4119843706848649,24.56555193798789,20.20485751390398,0.6427374227114548,0.6517181412381459,3.0,-0.1134194603630163,33.196862588167946,27.70798804844432,0.2397496447674277,0.3395380047364414,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4447713423422824,23.951447301520123,19.01645229352069,0.6752346752858195,0.6887208817134761,0.0,0.101652239900372,29.91437221175176,24.2258607743505,0.3521404675532105,0.3828823988812228,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4199544163099853,24.98226118399345,20.11567672639579,0.6572958028546485,0.6563947968257889,1.0,0.1123494211581405,27.69310691217481,22.52180576090884,0.3898791387598918,0.4140732063150769,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4456190347684146,23.18648301224886,17.996421633173213,0.6735380516531934,0.6620504085975716,2.0,0.0371783975467182,32.43210180930888,27.547981793700703,0.3135949068085211,0.3390512735043926,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4202233422855084,23.913811541026824,19.084606662284067,0.6520412230338188,0.6494399730094024,3.0,0.2399582149352053,29.99567040900441,23.77386770846101,0.5017443049556204,0.5611876830461232,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5144313215653539,22.222715690670988,17.314382629583925,0.7175701114840003,0.7446254038574813,4.0,0.137024970510604,30.201255012284825,23.96429330409273,0.4528844387988284,0.4517814983023888,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3463602629446417,25.648366426499667,20.76124104848417,0.5920466422673896,0.5769478167430387,2.0,0.2256947118396258,29.43284547047633,24.12511185397998,0.478930340228909,0.5196861963753673,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2744888023635299,27.56911364726209,22.4071612463927,0.5492484347702625,0.5641769034170419,3.0,0.2881358145365355,26.17993080127175,21.49952994143316,0.5915291399422746,0.605830373427255,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3469857291203915,25.76190227869564,21.47671767925828,0.6124869096529096,0.6308446633511753,0.0,0.1128613646594054,31.10965645536751,25.886306854237816,0.3416864982870589,0.3523175745617232,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.362920465326354,24.80451540682944,20.163376628571942,0.607983356592073,0.6039466171460602,4.0,0.0440319571432701,31.792899783329247,26.48314652856501,0.3684196371074966,0.4099436055690623,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.368282625539423,26.564488148730224,21.093883246910824,0.6082542178649246,0.6173709050991067,1.0,0.2641230082213812,24.049083856686785,19.294386573779576,0.534143309725367,0.5605023825201098,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3701151093269444,25.454680686070663,20.74848634505857,0.6329469675808882,0.6324548631262905,0.0,0.2649349373146602,27.8057439281828,23.19658666692309,0.5364442369782272,0.5559524363681774,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4336269430077927,24.10677929474378,19.71513920161756,0.6810521797358935,0.7011554207593925,1.0,-0.0471990996830224,30.849002789377643,24.34479546171408,0.2270357406198296,0.239360040485057,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3690784512776393,26.222436429310267,21.431538712331776,0.6284102466734569,0.6324112820383254,2.0,0.2043486064005666,25.218136744259592,20.252283943036847,0.4732466987635047,0.476944709025019,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4678410072727559,23.015882544397936,18.48690725576,0.689232477029933,0.7000300557199974,3.0,0.1406781531858898,31.32906627643206,24.971916997780124,0.3933277733310273,0.4407995667473966,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4026267624926223,25.10129384462484,20.53830290951538,0.6683690978018046,0.677745100837479,4.0,-0.0861891861079446,29.993294227719108,25.82062813498448,0.2612968705618894,0.306872058640508,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3690945910131419,25.27034855491285,20.138290466916697,0.6096929140688805,0.6210206131294425,0.0,0.1488831647765169,30.69478455145157,25.15486289085517,0.4189835346735023,0.4447114881019986,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0363258218153167,31.98217341269999,27.389359053980225,0.2020600873412421,0.2142432380020826,2.0,-0.1392125892900928,31.24928062694786,26.66135613504492,0.146736670234667,0.1235483955758794,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4216604680778348,23.43862258000197,18.730291916711515,0.6509924341732813,0.6539535139284438,4.0,0.11798327269544,34.52464506586127,27.456618601971616,0.3968467849751174,0.4148842384575109,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.366757779554808,26.041350785492146,20.993144531757338,0.6066542802278518,0.6297040375314874,3.0,0.053474419666567,28.945645035356808,22.997192765070665,0.3651612667073233,0.3667782665727949,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.311614146998411,26.776763289130912,20.9882870911274,0.5628400327748333,0.5821009458316352,1.0,0.2718022506233128,27.0435518347089,21.586439683346228,0.527762597952579,0.4957572644126469,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4419748660563115,24.10805687439667,19.188289192110243,0.6681014104823333,0.6776882146179118,0.0,0.1776802699395541,28.672897408590632,22.757208835582865,0.45413638152607,0.4588458809575431,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3972513199952162,24.85781218068506,19.64332174641019,0.6306227095163643,0.6432664334919824,4.0,0.3391723811503715,26.598565698460387,21.54369003218499,0.5853463255302829,0.5770869630372288,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3889257125369477,25.368886200660533,20.00157204588566,0.6245191647665052,0.6457351069151872,1.0,0.4321407979175384,23.298701094801284,19.53170164480684,0.6620149584578897,0.6262384556316214,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4333378886619862,24.612545125868248,19.990912808847444,0.6622744656426924,0.6811783613971798,2.0,0.1258640123428429,27.538316014021035,22.54212983402688,0.4704402281253143,0.4945370969980806,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4086261898883374,25.15340718985008,20.62547619093261,0.6470530380853474,0.6493809083901191,3.0,0.0981984595893692,27.58593765020673,21.94133096572429,0.3705249000996178,0.4251288360183437,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3833711241487733,24.927941535424235,20.48161556898678,0.6286068029659369,0.6441388666684172,1.0,0.20305101366783,30.156993669736785,24.50534931363971,0.4645770313802085,0.449006365503548,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.317594559273517,25.97328010057153,21.24842188726697,0.5702108098471029,0.5760036419341722,0.0,0.1407491599893339,30.99130055431146,24.26235729266457,0.4743498945013648,0.4929942596445986,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3795606163321312,26.04048104991785,21.18279083261705,0.6282541124374399,0.6407604897882767,4.0,0.030163256372702,26.995291182318656,22.722493129111243,0.332594534387942,0.3825711862025305,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3556008614187096,25.41452637233188,20.608741663546947,0.6060201321257169,0.6454884071075639,3.0,0.2276916988583476,29.63254387135403,23.836118633517074,0.5224609189139336,0.5248420479315778,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0055676775749315,32.03791037274907,26.77317064557215,0.0798459365529439,0.098346855414182,2.0,-0.0532753452080057,33.761146375423706,27.561877914425008,0.005305997495062,0.0095822838035742,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4207306155025133,24.25555242816274,19.15744591396052,0.6516601501397583,0.6642584169187787,4.0,0.1098760943239216,30.979449348657383,25.284032815387665,0.4198898489770208,0.4300122796812473,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3930977061059465,25.271213285688564,20.148387660953627,0.6422127900528372,0.6532832725304009,3.0,0.1860053294756888,27.94253466852201,22.94284419468013,0.4412722856442256,0.4659861992948894,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3115818544398231,26.29741230536667,20.81405609749568,0.5977756188351719,0.6231580816489248,1.0,0.1876380231503721,30.293210953887503,24.74916473783473,0.5326094491731204,0.5560109365058175,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4235491071407852,24.97197686831195,19.84642676483213,0.6534820317551917,0.6635067395827181,2.0,0.1773388199446977,25.84945348528494,21.38208139011044,0.4820858009147217,0.5106342786033758,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3892958793942245,25.204532123059803,20.63155709033904,0.6468733711436953,0.662051465724191,0.0,0.2263004893251534,27.88918459556054,23.701349014057488,0.5020041854043873,0.4753913405602522,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2719400182240754,27.866021611972297,22.73932654442611,0.5384963521518465,0.5788106988801287,0.0,0.1407566473756852,27.840977077244407,22.163198697441228,0.4495559044702032,0.4240194794347866,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3000047607565969,26.610477624128468,21.422887314393808,0.5584353274325415,0.5719844294118175,1.0,0.139900562217015,30.670334382419163,23.822580823993928,0.4257594382959567,0.4823786235608538,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3024874242711136,26.668502947293835,21.392406339856443,0.5679220227147347,0.5791970136804926,2.0,0.2123982231074368,29.337980814755284,24.770277004188703,0.4855663429818702,0.522024328298974,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3589789009475105,25.371775454200925,20.789765386754144,0.6069396795324697,0.6125909837184886,3.0,0.0390557542096016,33.30195369954135,25.80473171221435,0.3934402221754789,0.4529268229249622,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0011348582075618,32.91865565733193,28.191798853741904,0.1438277815068962,0.1413975056567518,4.0,-0.0801361273480851,29.969448646420915,25.252575770006224,0.0832822360058742,0.1012998326361611,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3419024872316561,26.114780014747428,21.09663098243774,0.6038121515668757,0.6250466132758832,4.0,0.308637016484651,26.609016814843034,21.91245903587903,0.5686077254473991,0.5726414995645073,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0622911549839948,31.092348719263583,26.83791976719421,0.6114229970061301,0.6347463917279694,3.0,0.0258572795287528,31.85401732207609,27.793186047254817,0.4858586761769831,0.4775923597827467,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3642784400312523,25.75427887546435,21.001741664760672,0.6285741490727774,0.618206876429122,2.0,0.1697226456035183,28.682139629229425,23.418766762757755,0.4129054819803913,0.4470507980429864,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4435153703413909,24.300051893868304,19.378308657996914,0.6687641315220667,0.6845567190655515,0.0,0.0257512844699097,29.5701238243708,23.93767857117712,0.3474002199005879,0.3615554159357398,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4044985056365417,25.52351055256745,20.37263716494489,0.6363330526286552,0.6570355495677699,1.0,0.2871044383337152,23.757457419578568,18.981328832690373,0.5554717879110113,0.5677987449037413,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3138105881692342,26.853465567170613,21.909121719107752,0.5715806182447832,0.5926005893458997,1.0,0.259249073189349,26.751247993771376,22.54188999660992,0.5110488575367556,0.5037285045946858,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3344642797575856,25.69243461358612,21.151519159651457,0.5887143128832288,0.5922407297781683,0.0,0.2168175594702012,30.51909545375381,25.11985944026049,0.4781659374304905,0.489300070560857,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3625653862399777,25.451464292224426,20.659490827625184,0.6038152162877297,0.6101110385556098,2.0,0.1829213189496614,30.07331120941772,24.206339497868544,0.452784112180648,0.4974469589568191,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3429984882741592,26.12785903801321,21.20029245371483,0.58838284098973,0.5964402004844536,3.0,0.2717696775811352,27.13692189231576,21.35018448501377,0.5246189151507316,0.5416992448924594,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.304750966143553,27.07303539992649,21.98789944766972,0.5603018906434335,0.5645154428063711,4.0,0.111695452145524,29.07218450979345,24.77748621829173,0.3459519089199525,0.3476458370838761,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0335490300272622,32.01348649696521,27.036445818420788,0.6086892553891596,0.6175411756937758,4.0,-0.0042377192889724,30.38850715520427,25.90905561817716,0.4595097761108829,0.4493610779001619,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0271592785633888,31.185094374449072,26.26062452568664,0.5842648603755518,0.5848411792892803,1.0,0.0125488195413026,34.03960502391878,28.960789064147484,0.4821936180331453,0.5110543197047408,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.351248516311848,25.77872458546185,20.7931452216854,0.6160088414245617,0.6350302616987833,2.0,0.2841036652599464,27.676573469055302,23.467810942791765,0.5533707458013208,0.5491126250347277,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2571679018806433,27.496405102605024,23.42368936727789,0.6415995668499077,0.6458734265233741,3.0,0.161709676144071,30.253712053159088,25.47718574799385,0.4673800294675288,0.4822316912965954,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.390678821664925,25.4076537387242,20.485643073660444,0.6421334671246779,0.6841809555700458,0.0,0.080526160447188,29.20098141090517,24.66000399716892,0.34780945032268,0.3216557167854543,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4211512997993316,24.49814963662091,19.239502560202887,0.649834105422819,0.6570884780127008,4.0,0.1084513579127612,30.158500232405963,24.89242951795585,0.4279261298423881,0.4939888647450094,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3571599592994269,26.296580946034684,20.694245243600893,0.6017819523889093,0.626458382381558,3.0,0.0523733289127716,27.86356348743236,22.60248456423421,0.4224798612501607,0.4139776767188678,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3877790507183838,24.778401155251128,19.54413821917127,0.6261141582839015,0.6449114624124006,2.0,0.1395438453408971,31.55836145020284,25.537994520485142,0.4221844582970355,0.4552977789712302,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4013999222133794,25.10880540772249,20.16521453366484,0.6339253325007688,0.6667839281710838,1.0,0.151651400822773,27.97114431853561,22.413585033736336,0.4376190850029232,0.3740776902735412,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3543798955309578,25.464316051186785,20.65037112291604,0.5956444501039884,0.6048442753000234,0.0,0.3646200277839799,26.753188016646693,22.064632175463466,0.6330934997519735,0.6519838585809782,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4683682056084725,23.64426635372668,18.843350363806525,0.6855654585707236,0.6935695371124182,4.0,0.2283370509015203,27.22094599764558,21.513827299410284,0.505511199964212,0.5516781764822306,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4720964843108061,22.92661785574044,17.87530214476023,0.6929308257613407,0.7113602442792302,1.0,0.3268724945079998,28.29052985533944,23.34251578951177,0.5787317296422001,0.6249134150533903,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4683703941419191,23.25924343954461,18.496280523828936,0.6851656672349049,0.6866360731076303,2.0,0.0715643626874849,31.62945711470851,25.71185895494936,0.3956398678486357,0.4301186990570937,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4053114112561025,25.07228185459596,19.90290556196936,0.6406110901233592,0.6640751425285026,0.0,0.2710379990097605,26.192394203184964,20.886397386380096,0.5292433254432032,0.4882712881543476,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4438334039187523,24.32591652652749,19.30662673615388,0.6675878740016963,0.6952858823855428,3.0,0.3377601817948866,24.56125817079892,20.119318087655408,0.5857841818033134,0.6321412642139291,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.35048961702448,26.107807980287856,20.779963770935737,0.5937091345890267,0.6082239130608028,4.0,0.4233277589674701,23.550869283740127,19.09877203498264,0.6630496022390064,0.6527009585418524,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3594875343118596,25.362107872575947,20.169820794480387,0.6001754261325601,0.5937342960202335,1.0,0.2417121375268049,29.53279980136883,23.391543152031897,0.5026888012818481,0.5520686843163929,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3077063734221618,26.501444645803144,21.436911478583426,0.5718777625012309,0.600214962659859,2.0,0.26517684823462,28.57470137388115,23.27853643895149,0.5326478097246089,0.5256275034078077,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4357043185109824,24.26354422738264,19.141241869799508,0.6606539607409936,0.6699253776708805,3.0,0.1894878055308537,28.42067351060608,22.363955085427715,0.494622907076815,0.4829895208447305,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4290810263813857,23.56153372923269,18.810314842945747,0.6575986499314453,0.6345045631872444,0.0,0.2074829563398967,31.338477909588217,23.111220192808272,0.4900095370131502,0.559460963113555,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4442375280275296,24.07908024261725,19.68086507302992,0.6749068983105607,0.6934646056181457,4.0,0.2240400108850228,27.70091467633229,20.992940861497782,0.4854248530178062,0.4640799322206725,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3697779816550016,25.30450603302702,20.13140696268758,0.6291353388669414,0.6371471153210071,3.0,0.254577646236877,28.373716024376456,24.073607905761893,0.5055700344854666,0.5349601180196986,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3906221959049871,24.605722964436502,19.638735019872723,0.632126950184754,0.6411696513657581,2.0,0.2530908888386893,29.616874580255825,24.01825423772144,0.5355351042642587,0.5618719270627354,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3917063305019408,24.78188593938697,19.58017024870497,0.6322029834019025,0.6517318954454123,1.0,0.2128155764634076,29.329424893550804,25.12903544684075,0.4715855634433173,0.501742308330727,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4351422408926558,24.450856665013323,19.684900357188862,0.6642539850116951,0.6628508926916402,0.0,0.1003948137773335,28.99902669860688,22.759091041626288,0.3801779605986795,0.3264432236132569,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3627718329141268,25.222915231170187,20.22762315259427,0.605444653578364,0.6322550857347525,0.0,0.1419560280237864,31.348943455989016,26.191569458287063,0.4411828093248445,0.4688774266310114,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4036870126237373,25.112837031084563,20.29489059420802,0.6373536908636985,0.6610918491301359,2.0,0.0749667816339434,29.209284033283964,24.257533222320763,0.3780454191912593,0.4139081884163647,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3195725909688544,26.84674967945444,21.21255354406551,0.568879820788155,0.5851823796614066,3.0,0.2814377407466333,25.594382193708224,19.8844141206417,0.5334647951172828,0.5830110366023585,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4042866258669728,24.390241482308006,19.69025907934826,0.6368317030452975,0.6570343229577645,4.0,0.1609260971983684,31.43194738441859,26.14912001930858,0.4238678838637292,0.4117881657463483,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3450695195310808,26.45726928469669,21.337003805197487,0.5890983680899418,0.6049802678379754,1.0,0.2730637272647885,25.49325137557016,20.94221905476847,0.5469091228918574,0.5789341115021936,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4028371478518713,25.34249646698618,20.23053446332512,0.6370474593219255,0.6612421844454559,0.0,0.2895919398670793,24.61292229556388,19.28687316410404,0.5653850190683861,0.5579420766669642,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.438966372759058,24.236662254315675,19.756451440131176,0.6700245659079508,0.6717057159317924,1.0,0.1229508001537902,29.34472672618537,23.23651036490627,0.3775041048432588,0.3861400168203108,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4566962186855003,23.784996740661725,18.953299456886064,0.68255864485543,0.695021990215623,2.0,0.1058782572295056,29.735038930645544,24.73717247640926,0.384452214328248,0.3961375989906529,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4140668316623569,24.98602185419959,19.99071870831533,0.6483295870855996,0.6692948751762867,3.0,0.2387828294591591,26.26174061965559,21.5996549287993,0.4890647441707994,0.5266162892969805,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4158866076398834,24.73613781121888,19.71309065828694,0.6546245660546264,0.6699156290899562,4.0,0.2151872320682385,27.718484988674007,23.39643693355325,0.4654982387728588,0.4359270377316833,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4007697294396413,25.270955097445192,20.520974377964496,0.6357204119196879,0.6506276990318886,4.0,-0.0065655355840177,29.87149166921451,24.66697307485427,0.2719659129509718,0.2843108961551295,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3341995030426959,25.546883036614023,20.580167010911484,0.5803333717601675,0.5840979790886345,0.0,0.2590599389819735,30.45908919987533,23.72416287054581,0.509264362121675,0.5475568260900014,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0570616444612259,31.503141815639555,26.68633129754691,0.2427286636809646,0.2286689425446526,3.0,-0.0076677998091425,30.866254173355514,26.6684979560012,0.0885662089958088,0.1214716393422015,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3304199669730105,25.818876635115707,21.21032083846628,0.6051643067149403,0.5831018213264747,1.0,0.1734369420409406,31.343183449474623,26.05281298046114,0.4341092152856002,0.417653232945712,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3443792682661553,25.440536364246704,20.10196283920059,0.58807959249437,0.5745782710147834,2.0,0.2027762812497698,30.54871361377229,23.54627705199029,0.477485509529591,0.5218039275893844,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3879057649296064,24.81234132741061,19.79353882654824,0.6557329050439147,0.6410289587301772,1.0,0.1218248386219927,31.577226950249063,26.809419439014427,0.3687082618969378,0.3637212822103288,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4501184113806818,23.998094283705043,18.500243899777143,0.6763881395419948,0.6857673702943173,4.0,0.1269870703418137,29.257643175055588,23.026937585828232,0.3974124291704259,0.3748051826670727,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3718793854384533,25.034807900797603,20.09308605442333,0.6308578411193086,0.6331806336359304,2.0,0.183779813658259,30.49368582202409,24.30544470192484,0.536411157223206,0.5404475043029259,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4477478587948075,24.134253647396203,18.801879119762823,0.6711535872647507,0.6671623953436764,0.0,0.1740072371322091,27.758258050293914,21.717476259846325,0.4643465745424597,0.4707055336033125,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3884777453038738,24.756111237635885,20.515199926544728,0.642729304932118,0.6429536479235806,3.0,0.2613129052332078,29.30240118711417,23.08788743962171,0.5130193204516776,0.550639155470688,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.215672647035843,28.916024115576057,24.211104089715374,0.4771256345002257,0.4674373017414305,1.0,-0.0912297753244497,30.361510864035683,26.652902217077177,0.2964068791661396,0.3370113094928414,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2340799991542794,27.889326108509533,22.94518604922641,0.4918255406246187,0.46577874655154,0.0,0.0979790196660109,30.52261074740464,26.52735626535676,0.3298458426315515,0.3466124465842718,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2504404939519677,28.387788065707426,23.76276469744416,0.5076840256898874,0.5094837308153201,2.0,-0.2377389686839575,30.329589552374934,25.70580101311173,0.1460518543931945,0.1705541222012051,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2248301059413137,28.326459237554257,23.10904487776589,0.477997865259293,0.5042450300348373,3.0,0.3335269824114061,25.613905409682182,20.627055674867123,0.6506027758104493,0.6487939048304524,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2710805297317915,28.07609720359672,23.61451925579083,0.5384639629681451,0.5438742349851323,4.0,0.1402395757857444,25.312043536987247,20.20036204129933,0.429874449228847,0.4998701411600242,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2041533778184558,29.1453983353618,24.665349088604263,0.4670386228437672,0.4542874430024565,3.0,0.0568765105690446,28.075108601073147,23.63609183399783,0.2865762565073012,0.2720135782627379,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1827722602868075,28.98370844063757,24.224489009157164,0.450580904010549,0.4503099161126601,4.0,0.2771595127506335,27.010871343743,23.128499944470008,0.5942207329858442,0.5881469520585613,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1946362891648071,29.48857092998261,24.854898544884268,0.4557938157950525,0.4492940160064103,2.0,-0.0539334572998302,26.84861254321629,23.230453547329464,0.2715061400200477,0.2660443714723385,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2693396384258394,26.348570334121334,21.50616048950593,0.5262331632930957,0.5261839068047396,1.0,0.2376548011034861,31.333951218802127,25.837079892698625,0.5181110236802215,0.5461948090043568,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2320881518606354,28.415317011304275,23.98046703601976,0.4938120273959477,0.4796556454847098,0.0,0.0589173356924528,29.709210145785026,25.082047328005924,0.2888937678974565,0.3083985030216281,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2017120363039951,29.262720441240905,24.3384948255314,0.4537037530770521,0.4578615876179567,3.0,0.0597601192799398,29.127950519619542,24.141661552047307,0.2891018565233103,0.2649673147980025,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0425029294263006,30.83589483268225,26.15547516884449,0.333495957514144,0.304892794610023,0.0,-0.0612761567778044,33.77526456355873,27.953292694860924,0.334673651734416,0.296162065028666,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2184493252448515,28.416763684299283,23.399863067367622,0.4718736956447369,0.4680280217167912,1.0,0.1025846926249965,30.012646235613538,25.513788460867858,0.3620819723624323,0.3600396729645031,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0264318977668497,31.989357579759684,27.534757015796668,0.3519345020944223,0.3186227755234832,4.0,-0.0007389011472305,31.28949212674486,27.470281587544854,0.3871955965044281,0.4065656458831844,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1237042518046341,30.12970642879624,25.581496629815547,0.3711518907099273,0.3789453543501989,2.0,0.1630366983542811,29.15571850894593,25.635149200874576,0.6544754019329729,0.6510889528977578,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2643738468699669,27.905500961754964,23.188099712415767,0.523608705134809,0.5205416818962998,4.0,-0.2294663621437285,28.847826277246902,23.803179434075464,0.1512716827702423,0.1366692454873457,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2464767570779165,27.0049430365943,21.30887093450761,0.5079738945883211,0.5053146534780051,2.0,0.2511155066296283,29.11487653788305,24.29550659264228,0.5345170877261141,0.551892607347689,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2033895355636996,27.78056288114539,22.73526485417233,0.4605557568924908,0.4712670668009223,1.0,0.2172013734703113,30.13224714438713,25.67403186351785,0.5139342708505085,0.5354027619086422,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3849314624277344,24.97747558950845,20.14563861630088,0.623985317170275,0.6308690695207344,0.0,0.100124051265787,31.334412856784528,24.479901290127668,0.354807030475842,0.3341971258532881,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0701777968937457,31.66089352201744,26.587080528419577,0.483224418387002,0.4885935443302661,3.0,0.0207025166515969,28.60663802300324,23.77703977994536,0.1544998794801371,0.1134170756957419,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0080059687013936,30.87582770764137,26.55402877620475,0.2524804512655301,0.2340179564325096,2.0,-0.0637463968994345,33.84695539294492,29.139402702096667,0.3481476471335347,0.3376717306521364,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1823910139193455,28.29634599297193,23.44561017135404,0.4405089118219464,0.4579839819593387,4.0,0.231671050507826,30.462898905372697,25.241530626460293,0.5216464877034002,0.505564947401535,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2746308632632238,27.271817057603133,22.28850727269291,0.5265332175241315,0.5228825283687575,3.0,0.065890345202315,31.44383280114982,24.696231828949703,0.2915523068834986,0.3156710699147445,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2172872035663406,28.28832895054671,23.18002689631733,0.4677005701016024,0.4393579800624141,0.0,0.0983771496769621,30.191049085716102,25.897281883222632,0.3194576008219338,0.3484896313997332,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2714865626104689,27.475031944936102,22.736736086060564,0.5278422196050072,0.5297974661370233,1.0,-0.0658086744444985,31.404154460082143,26.437850677649784,0.2291863306603412,0.2246411585647098,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3048492607011415,27.50287179129868,22.52405820378204,0.5562210693608945,0.5604832099693245,4.0,0.0041208756443937,28.042426907453223,20.763024456052328,0.3769351298981631,0.4222413990635952,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0044825604243634,32.207771220305645,27.685483056281768,0.173200694378957,0.1783228180901079,0.0,0.00036029176958,31.18001349707678,26.57827005862368,0.4259867587838097,0.3995841682247084,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1898728329759162,28.44173128354017,23.811827929533774,0.4457487373860759,0.4015051922812918,2.0,0.0402122110461219,31.83424369992932,27.60702394406112,0.2462857205869656,0.2115777516524906,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1813530770143144,29.56317949875704,25.4547881578612,0.4397380923019714,0.428972467986156,3.0,-0.0511645756980887,29.11656355472473,24.00177424100476,0.2531264456781313,0.2825266537722423,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2603732042436429,27.05013743867587,22.04392032447163,0.514429583928828,0.4613922507215129,1.0,0.1187414939194455,30.317485224331616,25.155117496905333,0.3666569746581345,0.3744650837938942,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1640090295147501,27.80652277418088,22.875238478258144,0.405412596948252,0.3769060347604085,3.0,0.0898743139466244,34.16340756960354,29.57440836330502,0.3180187503542966,0.3762713467721088,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1371662453176348,28.883293491318927,23.889625605056416,0.3795907069591721,0.383199741975407,4.0,0.079627311912055,32.655313326885754,26.10231336302115,0.5395257790150163,0.546597206037671,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0015790731060179,31.987999645090166,26.91881311065082,0.2451053582699746,0.2465569691381017,0.0,0.0367637447671204,31.99590721798378,26.95553363323732,0.5632632253086052,0.5278165877392286,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2019533341093058,29.068230308576165,23.790345219026896,0.4575625456584573,0.439599893961587,2.0,-0.000788573790337,30.26353065889445,25.398281006971256,0.1958846362832374,0.2180695037908688,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0926324981053157,29.96747488730881,25.470171827509745,0.3794211841211842,0.3072451776485096,1.0,0.0341483462933933,32.24137369774724,27.751074263866865,0.2846476623031075,0.2440148745744189,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0188590488876273,31.50612851621557,27.139325359802253,0.356966285283487,0.3087706152775076,0.0,-0.0022350561680526,32.906474522328296,27.946956431148653,0.1856333848443488,0.1559384028006813,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2094813116214124,28.738971527581565,23.162390611907643,0.4747258054485902,0.4709003853196726,3.0,0.2589579487813223,26.18109952478196,22.14927158488465,0.555331049874824,0.5410150921617523,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0274322517167844,31.98015308902217,27.42040740724093,0.377694107432061,0.3328077552154538,2.0,-0.0072757892199897,31.218499395289754,26.51425873651436,0.186279209202258,0.1712159842494008,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1894415642940959,28.0897731235364,23.12203446928769,0.4442861523399086,0.4397842478845887,4.0,0.1651803096966535,30.307262190797665,26.11522768726469,0.4203475524338925,0.400180035852891,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0330524775820024,31.80688897479725,26.823927201029303,0.4100402992859249,0.3798031189330374,1.0,-0.0362243534150135,31.848885941173283,27.15014783968792,-0.0192498603602784,-0.0417961268733547,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0234759434720296,32.42176275570464,27.56686872600877,0.3712558881251115,0.3607808378050149,0.0,-0.0093000002617709,29.678688748310925,24.98893950588025,0.4018232735660521,0.3821700024991587,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3381473634921771,26.295019825221225,21.09483620008684,0.5872564322493883,0.5707541050896843,2.0,0.1143773181873271,29.48561920727384,24.49291673180344,0.3413348876743597,0.3775569844244252,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3451846814628673,26.5794225982512,21.2429313276666,0.5944965343516782,0.5802231420058311,3.0,0.1130267301759196,28.075440439789443,23.511677219430943,0.3497219763341569,0.3967086791729445,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2745215005221024,27.71310040256704,22.58635246944987,0.5286191779148273,0.5386046648565409,4.0,0.1007201270770348,28.26387107887206,24.23416854737175,0.4070666130451779,0.3574785087357103,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.025706867815701,32.15038995474437,27.79742951061868,0.4085032026179769,0.3861495599074975,1.0,0.0144200081877523,30.51625995981736,26.08482936183833,0.3531199835120067,0.3488508893759015,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3601982400623266,26.394665858016275,21.47055060778101,0.6103687640614619,0.6282172232084007,4.0,0.111594129867976,25.5851949451704,19.90064503927076,0.3538529109620367,0.3281589973294768,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.034975243916178,31.7663638807742,27.18633946443272,0.4282326485883733,0.4242215697910713,0.0,-0.0749968255358106,31.306683872475546,27.41137091002807,0.267623598095092,0.2964574532277669,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0218637791031635,31.50664385938948,26.62365608247182,0.4029211798785979,0.3673601550579494,1.0,0.0284039693758666,32.222049732115366,27.615663974305583,0.488602454146239,0.5045361049111815,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0245318845742318,32.33618124832604,28.05766301254532,0.3996671035967072,0.3825238353678358,2.0,-0.3444435609925518,31.372055440895817,27.98539622417148,0.1974769402040972,0.2004063690151054,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3251091412559312,26.50351676044945,21.492463989213995,0.5880002443771744,0.5942840830805193,3.0,0.096989941907734,30.09919077302248,23.715004304073155,0.5072665842649878,0.5262535608979932,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3671113711636601,25.838707818592624,21.374130272429102,0.6140090887714854,0.5984262827058141,1.0,-0.0318619419221322,31.64778803986959,25.885551299929563,0.2837998477245295,0.3532180229131479,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2717114744207788,27.5481611699171,22.67161039342957,0.5260932454908354,0.5288781854983587,4.0,0.1508815682100757,28.92630638014336,21.64819367117953,0.4796966132085258,0.4696766262383022,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.224787628072753,28.34387208547499,22.913282763897225,0.4964780877989235,0.4670836046892944,3.0,0.1492756555091056,29.168544810057128,24.306087116818823,0.3980606165488109,0.4102506417685113,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2037620157987193,27.31291748146744,22.544573047091585,0.5103866784007575,0.5216523934138672,0.0,0.163119856264322,30.735921030272884,26.472093109766444,0.5120490613347188,0.536621758716744,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.194182826250418,28.72016793522032,24.5014581575758,0.4671234842942891,0.4605656959320665,2.0,0.1502476382965698,29.79666897981527,24.777194491716923,0.4485320393454162,0.4311410049382021,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2953886037569014,27.061393118288034,21.38025180549669,0.564264446446487,0.5577889588992334,2.0,0.1617891184638025,28.84858662604825,23.746489249894065,0.5046390400924806,0.4832499101706239,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0249395051545845,31.84270234063747,27.228662503222967,0.4260621451467863,0.401463488040185,0.0,-0.0055469124738287,31.55013564599214,27.272075341737988,0.3166334081901994,0.2168965654035225,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3558562396788497,25.60703005936311,20.931157911149025,0.6166539747974844,0.6102168427986624,3.0,0.1766551942233133,30.02766889035553,23.67119086193763,0.4352676795646618,0.4700935608555374,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3127868481874016,27.7518123245637,22.224850941733592,0.5694865899752872,0.5804972162268627,4.0,0.0580885677926169,27.87348468007962,21.734308206733008,0.4713021590373802,0.4625024386632997,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3010471487566761,26.14115867084557,21.808612432923265,0.6041466317496935,0.5835061261292311,1.0,0.1664299305862028,29.95654681322505,25.422113131677243,0.462110850486032,0.4916758725438615,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2489424760049329,27.21454597873717,22.473223634021664,0.5434556038170546,0.5512536731157279,4.0,0.2873692554233171,27.911569963590303,22.747235943392788,0.6008751359818405,0.6222179606530341,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3133499402000747,26.652612882303544,22.28000729086335,0.5719897091094788,0.5728703413165473,3.0,0.023685854938761,29.48028238249294,24.22120140256205,0.3462986603895151,0.3134075050143873,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.300660704161908,27.16880430685592,22.20010211683971,0.5576173730246978,0.564944256478946,1.0,0.1086617258258006,28.64991700682603,24.65794810651287,0.4089023901978241,0.4179255985355742,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0203520964498259,32.073705853270944,27.50437680938212,0.4215650357912699,0.4402199080823,2.0,0.0172879949026223,31.07229219517511,26.8685910846128,0.3258398210944474,0.3219985808377338,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.250453128492915,28.09496991740524,23.07433011971092,0.5401412922260332,0.5540771282847837,0.0,0.1479909704602077,28.65089613428413,22.4491977097078,0.435365839018707,0.444001945970195,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3884079239703426,25.02639704794899,20.52682171483708,0.6366093302869683,0.6377573867268035,0.0,-0.0338457607667201,30.78395037629464,24.69304102004428,0.2476296087033216,0.2499269965777274,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0196899859129691,31.95714417225293,27.289879444286576,0.3221973687302828,0.2984920611696711,3.0,0.0169230238900258,31.267056649490367,27.39163503846901,0.3611178642842622,0.3423387522358001,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.268502620105007,27.6089327167294,22.491589214124524,0.5350019594461416,0.5338653017259212,4.0,0.1260280910572999,29.66803485459285,23.582879979735875,0.5182342078342518,0.5368547920858878,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3089682705853722,27.40134683909813,22.43073563022313,0.575804112484644,0.5750472939514206,1.0,0.1845928661815339,27.043508191279034,20.970776579652057,0.5472604323387226,0.5613931236490486,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2260253002573109,28.507211383321494,23.21752048719405,0.5269640732816314,0.5239219772170902,2.0,0.120283130952062,29.36241742919925,23.788715982840177,0.5750098170837653,0.5886955467865792,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2675090982699505,27.73025241840405,23.44202068715032,0.5453706485925298,0.5530643582700713,1.0,0.0614537367697003,29.444579454397847,24.85799094359245,0.3621085678951729,0.3906399309979714,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2734851092885778,26.89392295578917,21.992605637453146,0.5462675293342134,0.5496019605798175,3.0,0.1511686629936075,31.02386349078027,26.91565517155127,0.4283761233209178,0.435671196507911,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2046955473880717,28.7818760922734,24.06986302501424,0.4753317179805945,0.452816400813422,4.0,0.0831498786967835,30.54141195832773,26.709083798631795,0.4808607815150802,0.5059129605403311,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2125588903751225,28.67861084181515,23.678703572406707,0.4658737954260826,0.4312721021985764,0.0,0.1595608203807402,28.533005743172296,24.7706146282102,0.4627823170264827,0.4516233005790718,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0147631355680577,32.8915175406278,28.38908417326789,0.3430114117798098,0.3339336141789223,2.0,-0.1118811963148833,29.91503205250165,26.43726861049477,0.1352509972657863,0.0863434756243454,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3106318358873181,27.311343467720093,22.521035678211785,0.5646186990121405,0.5726641675884275,0.0,0.1235708426147976,26.13902337364044,20.89925425644809,0.3659732551365695,0.3428150937017362,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2747488773513978,27.39067075337749,22.50449815596124,0.5646884473683811,0.5493676923975069,2.0,0.1679896778656685,28.98568078914899,24.137042322165723,0.4313404287019162,0.4299782962561042,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2312039557238231,28.349712290641296,23.7713426286106,0.5258698774651953,0.5296722391775996,3.0,0.2158008652449365,27.708726480050423,24.14115257506736,0.5863112251562603,0.5489578522073677,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0092421437848588,31.502435802128776,26.68532737759717,0.3073882340795397,0.2518083832814385,4.0,0.0117713725464676,33.079303222825665,28.276410857391497,0.4900082184137986,0.5041618662752497,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2904643167892304,28.013616732843,22.41672930226576,0.5480464065612709,0.5590280429350172,1.0,0.0077565198657864,29.30971651671179,23.55787089698099,0.4197262692756137,0.4066071030279286,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0137884595629323,31.62698473273305,27.31530754377353,0.3594436046289997,0.3245286324027282,4.0,-0.033432153152592,32.7756394655398,27.250106144306443,0.1635154707450998,0.1519047683594,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0130259151541222,32.74649181953046,28.54056955486689,0.3844195282927076,0.3639054467887505,2.0,0.0134250163913666,29.55163824914749,24.57443853461736,0.3382357904194907,0.3426739168314258,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.189863489354725,28.49606562310996,23.693503024146743,0.4555686531891549,0.4525295521627965,3.0,0.2379870766846531,29.270872871969843,24.96419757458454,0.5576425304567851,0.503399798332108,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.188046460645509,28.9584423139515,24.6105344739634,0.4681024324544091,0.4544420368066895,1.0,0.1372770067937071,29.69639503379992,25.09681002432314,0.4543369023245263,0.4633495945085177,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2465619840614477,27.44494596150984,22.734654528558604,0.5067443627148518,0.5112991042059803,0.0,0.133555808462784,31.679282023399296,26.40161481697958,0.3955722055656728,0.4020067433284006,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0139315886599381,31.90365074361424,27.347685868933983,0.3602740796502695,0.3216715936162122,0.0,-0.0040076547124505,31.950155136612395,27.317897623017764,0.4075713772600436,0.3982062979273702,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2463515432768384,28.555280241532905,24.09401016894933,0.5403362729876182,0.5465541861292293,3.0,0.1206904653908584,27.82058785063573,21.33934814023901,0.5958821518938846,0.5828339796811537,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0053317814240756,32.8784859660623,27.875746033642663,0.3415737121821811,0.3172822253108122,4.0,-0.0583991661118146,29.898376078988093,25.996237978958284,0.1046840193668093,0.1510244910566837,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0189439123496147,30.68222911216048,25.969690569638352,0.4346399139190826,0.3892403956129805,1.0,-0.0900226996165798,34.56858999418056,28.832048524232448,0.2951325292066415,0.2640874404804634,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2504122659359192,27.39790744923812,22.38767896814459,0.5362072277255554,0.547607688789893,2.0,0.1972653137577429,29.543785245282983,24.10469499243796,0.5327161219099161,0.5349221175935537,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0498597642466069,31.6692441004614,27.272690977228404,0.3501029082891289,0.329962893806391,0.0,0.0364016884991114,30.357604668799617,26.610189541438324,0.4882595180887674,0.4695328800225991,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.159536404835286,30.340102246775924,25.814502970493635,0.4583172244573014,0.4565166140605736,1.0,0.025090874881587,26.98406067140866,22.981991566695243,0.2513389411754576,0.2109798264624658,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2054269611097698,29.70385639226585,24.693175055597177,0.5161691639300712,0.5241590453419389,2.0,0.0629917112901705,27.93304898219667,22.38844142279513,0.4792103084786709,0.4614367352049897,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1638786546448357,28.52594549851609,23.54498559123617,0.4658932692976042,0.4417740745595804,3.0,0.071518906902911,31.74721472531797,27.30832097665068,0.4479628598269654,0.4481685721174328,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0174732921770514,32.52281790284082,28.2073932678729,0.3429743276960504,0.3373287890462647,4.0,-0.6623126935418027,31.327210064467145,28.24708544042277,0.2659935561104989,0.348356919180748,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1802395630249492,29.470215294254004,24.87640638908494,0.5011783732069071,0.5020368313268766,3.0,0.0387323698220141,30.247279274415508,24.168198254421064,0.4533292344752264,0.4596664720340594,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0022932073038494,30.83421063529414,26.574440374875827,0.1716354890710862,0.1429857018139103,2.0,-0.0639316479761868,35.70061845882479,29.829258978541564,0.1432047521023305,0.1307325824647669,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1560039256037044,28.40310558922722,23.916253979722367,0.4536816053558505,0.4497421284349019,1.0,0.1933721176668433,32.04334967294352,26.65430207107462,0.5764936400891864,0.6025913305866013,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0004127296167338,31.907910395654422,27.39301112619306,0.078458301010873,0.0281902868418782,0.0,-0.0122042809690898,32.95105001082247,29.33278744166914,0.4306782964111411,0.4277816450520402,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2565421482369867,27.813037953054327,23.28064916609169,0.5489585044164389,0.5493985306002441,4.0,-0.0290328698639998,29.667940461490105,25.830805380619704,0.4065620053580441,0.4084717240728808,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1486143885391503,29.3977480093679,24.18775283312783,0.4047525062390669,0.4159087548995974,2.0,0.0940935996905727,30.80283446373076,25.678370722401706,0.4594039265698426,0.4391509166936548,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2549642190595736,27.662383926880405,23.37511002910628,0.5168563956849825,0.5153638911597755,0.0,0.098730810172258,30.156409172333817,24.24086254295264,0.3615359086103892,0.3945987280400754,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1078334185275239,29.609528484453083,25.43095995387137,0.3691861621942843,0.3700041880043828,3.0,0.1502267244516828,31.501106802113487,25.84589735334096,0.4755475359491502,0.4798280474195068,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0923051025869471,30.675443414030195,26.19387815877808,0.3220726787915233,0.322658060114748,4.0,0.2053152738373751,28.467845116233725,24.231133321163647,0.5389136049294703,0.5113685841035759,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1371974472620014,29.21125674993609,24.95588382924941,0.4273273072640789,0.4205698278142318,1.0,0.1619993208125492,29.54852469009966,25.68213108093431,0.4810055062897322,0.4870423398574099,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0621068242224803,30.24262003766562,25.68533154004217,0.4022869143293268,0.3247753553212315,0.0,-0.0750606026394364,33.56354369528172,28.2395147803632,0.2332086138914617,0.2028020065474725,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3759686286458332,25.989614624389365,21.53204023943484,0.6327726707125192,0.6342602180526659,2.0,0.0519344322594436,28.42676698533809,23.309058318035056,0.2840004215983359,0.2937344687720553,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4460603546573387,23.38450737499819,18.811659984075163,0.6816755451821614,0.6799005200974053,3.0,0.0691356168204478,32.60933463742071,27.79901013839405,0.3563926400683932,0.3804506420073077,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4303756068165247,24.36227496932887,19.89579823347385,0.668367996019293,0.6456132346318598,1.0,0.1332093101503749,29.489064651729063,24.020861645083325,0.380337451948598,0.4565740845979001,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1376454607948455,29.00159479839826,24.945473211197445,0.4038734491893396,0.4061577218810366,4.0,0.1583449253896947,31.92712602839736,27.293591612912564,0.4587719724453043,0.4001686052285075,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3193324549464601,26.823603502905417,21.35533992655996,0.5683252305461095,0.5790467225373481,4.0,0.0849720426418653,29.693679710469343,24.175862748617995,0.3958422540945746,0.367541932382182,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2983930470138134,26.67521013286061,21.85286657375921,0.554027899823352,0.5606814816235626,1.0,0.1514273787052422,30.667732209503207,24.69912478839276,0.3949274637527795,0.3975854896658097,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2426185759013046,29.028396175047146,23.702553445762053,0.5030826002625222,0.504972507902226,0.0,0.0693511773849197,26.14239298769819,21.751516864384044,0.3055986206925867,0.266238667760696,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2642613142643352,28.07976017755794,23.216314569564148,0.5160883029301646,0.5203434509851501,2.0,0.009761337694141,26.27825227710837,21.227259511968352,0.3869306877154896,0.3225598407298396,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0290137558717072,30.313900512304382,25.561095003506345,0.3234055003769938,0.3307959656902642,3.0,-0.0663420961209206,36.044838309323126,30.40471740262598,0.3765574518791786,0.3801824151769934,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3426542942583905,25.27817166426225,20.10044691179561,0.5926657091698497,0.592641226925883,4.0,0.0687312778359581,32.17477918932695,27.787545086035063,0.3221649143439672,0.3302149027019589,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3432833019605439,26.19744845770518,21.04983274174721,0.5952352374870843,0.5809674210458952,1.0,0.0544483348309159,30.83462952106081,25.57293396689676,0.2578715929178198,0.2893065078635536,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3441522863385389,25.751934472704995,20.6647885016216,0.5912767833470527,0.5978852356920191,2.0,0.1744198866781523,30.57928779677985,23.24590685588544,0.4258229987743883,0.4469044591383665,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2542400074561067,26.686199083903688,21.59740423497332,0.5156343164180306,0.5002513125364457,3.0,0.1840788432657811,31.60716171265081,26.77253309222018,0.4533349198480312,0.4929453513769489,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2332849612628217,27.4605716085618,23.358662773100967,0.5091250803164267,0.4890028734363016,0.0,0.0145376769725807,32.75727965704641,27.681343919872702,0.2904406194422462,0.2774578234796883,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0848279488009779,29.721252616401934,25.33922381146853,0.3123833139470007,0.2708974790403859,4.0,0.1066431237434332,32.44927428348699,28.200403285035552,0.4255967943852885,0.4648826407648255,4.0
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nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1792085031484241,28.848683757471484,24.237087593495737,0.507175829923157,0.5066743912776976,0.0,0.1888609877421624,28.69147016448056,24.224041713729484,0.5171742997493285,0.5133220952732126,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2214006339381264,28.259799581150105,23.9658257051606,0.4823995702007946,0.4729143787581932,4.0,-0.065718546509629,30.92336127219534,26.239214051406886,0.2892913228314904,0.3214966202076101,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1723763989449104,29.37678284301587,24.86500019417288,0.4323805531703172,0.4181294908277907,3.0,0.0880412376931153,30.037954109121348,25.377141615861028,0.3388685306755646,0.3337673952645522,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1264031965766566,28.19700528200244,23.268388286008246,0.3926200936708885,0.3842238342066386,2.0,0.0569382510878284,32.94908560497754,28.750037142772143,0.401215116725615,0.3778400583928733,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2209340831021394,28.952240125189743,23.703158406904898,0.4770272618579045,0.4892512501766868,1.0,0.0328450279638806,30.025105990768587,24.666416082854777,0.285945121050516,0.2304013686467535,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2134889396471941,28.89707281305097,24.258490855361483,0.4761937446487642,0.4855918291610062,0.0,-0.1711728685813698,30.19122097647277,26.6968861760035,0.392661820569644,0.4231661218913001,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0331473083013057,32.52251735734572,28.34384692430172,0.4238803630580778,0.4121195818332398,0.0,-0.1315021959211901,30.72235785042768,27.18831347261945,0.3549654702342585,0.2701601938536173,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0269145853067441,31.90854185399625,27.47233728423324,0.3637612426932765,0.3572164482589393,3.0,0.0655699315999552,30.03874690684352,26.064015251059946,0.5011385958962443,0.4653210206603621,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2364670362928927,27.82748482700771,23.59415677995921,0.5124703900229348,0.5115463417929011,2.0,0.1675067336168548,29.94979061408438,22.987844325390032,0.5928739741499426,0.6048366290339863,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2653667062029838,27.44050493678842,23.200485936817767,0.5552222089378287,0.5498840435667744,1.0,0.1151925162772367,30.07482572810928,24.7381401396946,0.3598575391528739,0.3395438354990437,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0307629917913206,31.16301203964922,26.82871979029773,0.409885716581712,0.3978958202829481,4.0,0.0148999538134895,33.301755251605066,27.810362979944376,0.3477260662199719,0.3407652032909088,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1765073612271338,29.71139621683948,24.69858945349108,0.4381269628708673,0.4358881331178721,4.0,0.0824865432153701,29.008238374155685,23.46344980461214,0.4506428039064927,0.4101757277211411,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1930022189163651,28.662973287066187,24.1216528855661,0.4597280168854051,0.4568654395223765,3.0,0.0546712887144528,31.821396803345795,24.70729926575623,0.3776319761683725,0.3179412769586926,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2162002932696216,28.670659375759165,23.87310769731237,0.4809434339751465,0.4628861509089583,2.0,0.0646362632094824,29.418562907389934,25.494046353203544,0.2632008221119838,0.2501760623828736,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0288174461507055,32.87219497476866,28.59455512332044,0.4039020603538243,0.4062289379983591,0.0,-0.0109966453285474,28.388452249981867,24.51413862942561,0.2506525068253409,0.2348656860628089,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1600906712991738,29.044540372723247,24.71285822353676,0.4317988595561572,0.4353685706556856,1.0,0.2212030021845753,29.8576877505979,25.188689262636217,0.5160614132907902,0.5505543861909169,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0330574905619928,30.536925865441155,26.01816485294281,0.3630117083365583,0.3226763408468408,0.0,-0.0568581218726633,34.666956494876835,29.5440255933416,0.2286724802093377,0.212901029638324,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0128303160518656,32.1893684515712,27.43360751388097,0.2754293343071095,0.2659556015520594,1.0,0.0103964041800996,30.914961001955067,26.38333965461138,0.2102528689547075,0.1795393113908457,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1804499742303039,29.447415251761964,24.997925543053725,0.4737309051532161,0.4560453328509923,2.0,0.1879377724802294,27.252095478984383,23.41605769774332,0.5856463442716499,0.6387641156962344,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2199785047591123,28.65821544761129,24.432428109976648,0.5091679329453059,0.5053364433663939,3.0,0.0683130029079633,29.53477258372903,24.93281573844175,0.3328394486251587,0.3453402563091848,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1935508138744528,28.70858625891928,24.640035694510686,0.4893725075373214,0.4729297984023767,4.0,-0.0426059742823989,30.79475487412657,26.133058553544384,0.2789350865314369,0.2790050904477118,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1559542020342266,29.903162298665105,25.153900098703204,0.4495365547029603,0.4395759863129599,2.0,0.1102052545765517,29.155124343011632,24.899039116825136,0.3480259673113071,0.3794320608077018,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1374414646274711,30.44205882440394,25.828909849346257,0.4208482693952682,0.4171379155835036,4.0,-0.0477379732927656,28.44955886844861,25.98443852914426,0.3376623677209898,0.2730968589568258,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2323152204462464,28.71409187426142,23.9818697505859,0.4994700129316258,0.5039261094263556,3.0,0.0241825432293318,28.46206420725868,24.81025116023419,0.4202564470252798,0.4131290244251268,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1937512110021692,28.70577104456145,24.22872823234696,0.4637115642380115,0.4636549542125177,1.0,0.0543724973270525,31.77758472414856,25.144675225462382,0.4297820923998194,0.4635766890010647,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1691552555538109,29.33611988998148,24.80971003050751,0.4519369763998936,0.4480752917155017,0.0,0.0848811927044823,29.692332315316843,24.9282477268296,0.3244556453211306,0.2508298093479645,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0178230649945895,31.821280505307342,27.25122232459048,0.309812536406974,0.2873984369728025,1.0,-0.0107367360387826,32.10882849942448,26.92809416905877,0.0831578797042614,0.0213887093847392,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0522588296901576,32.31051868966655,28.023325111731168,0.3588096039332835,0.3471602419199811,2.0,-0.4064745422905456,28.95500126473947,26.15343912170495,0.1302902503234825,0.082296952930052,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0994455767837292,30.368128150233684,25.882789947686152,0.4194082724370159,0.384708388300548,3.0,0.08135845740947,31.018860536045803,27.662060168219664,0.4350290184853994,0.3966709525703211,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1204301048403716,28.45684908241145,23.741669077230807,0.446230570572594,0.4383328317587481,4.0,-0.0213120187033846,34.43533429187008,29.882022539287213,0.3822379391830583,0.3912052041613013,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2050213750386903,29.25730727195456,24.53116435405017,0.5099413129873357,0.5108244371199768,0.0,0.1489798838889556,27.2922557642688,22.398142154551177,0.4638629716901128,0.464737178543951,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2592237832137425,26.89384504051304,22.22546192080503,0.5101442627700614,0.504680817936664,2.0,0.1953896523727589,31.87124106277819,24.236467658926617,0.4564703215337177,0.4904727675115918,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0705293276300856,30.618477726510488,26.27173886359984,0.3642579444098173,0.356057943449825,4.0,0.0366792564844883,33.021954331200654,28.532597556813347,0.2392353943642449,0.1743584368839381,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1312396140399301,29.93558421577465,24.86121720701129,0.3776152733281791,0.3609249630185361,1.0,0.1190768693012532,30.26146665901058,25.618092609259225,0.3502922019856144,0.3465607355772803,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0293874112246761,31.44350753550074,27.258960310257287,0.3546613033164568,0.337045295752454,3.0,-0.0174752075245605,33.13962565175855,29.083995152099863,0.2434557191385126,0.2501534926318794,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1330322741486889,29.12127650564437,24.505547819960253,0.3725133034528975,0.3592839840872617,0.0,-0.013621867321526,34.667596427068446,28.742779973746032,0.2407448754033025,0.1943429892560624,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2644983824233003,27.936326494133407,23.26720998948499,0.5281409445486835,0.5321641113510396,3.0,0.2050887943798833,27.037507037688005,22.66924735604957,0.4654237260242077,0.4252083385496202,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2104351250991434,28.316024618688047,23.39990804545377,0.4710445705310797,0.4493003966661691,1.0,0.1936366308245007,29.90294419677221,25.010250208271675,0.4522958833274745,0.4877201462262064,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3205111767696414,26.21725031365441,21.819146524507296,0.5919804538681261,0.5893669343709206,0.0,0.0985164703260643,31.22058952186089,26.54819324198541,0.3310430012295105,0.2789208819041254,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0458662215106806,31.93787094860315,26.933481012162,0.3867986041339127,0.3500959544638636,4.0,0.0545821350974879,29.027278437382616,25.287608945649165,0.4219695744662217,0.4380342665775128,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0416665917775674,31.17546758431196,26.81399909964089,0.4057064953893719,0.3852624882728495,2.0,0.0189289097303287,32.965907882045315,29.49955611424394,0.3483941934253656,0.3330936951059516,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0611288741192018,31.01897736211892,26.72133171755909,0.3634039646496606,0.3433891702577691,4.0,0.0475017560177954,31.735073102785705,26.624223762239904,0.3129582763885911,0.2884985755661782,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2880485709905341,27.121972514564145,22.1215933341246,0.5458709239357147,0.5478754775358582,3.0,0.1235579112816015,30.082001123485224,24.85364550226259,0.3838642975564235,0.374280421826645,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2443688003187359,28.154588131936464,23.2908007544844,0.4954226017949494,0.4921840918751873,2.0,0.1474466325706959,28.81619397088544,22.30839632781096,0.3925723015168437,0.4242497389428029,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1805725363397421,28.874577860170568,24.24232754771515,0.4351168862423997,0.4315414544238655,1.0,0.2184076728224706,29.323954046705435,24.51728520766842,0.5023292851837053,0.4956101467444845,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2085635652684088,28.56347355772461,23.476167810766967,0.4587906812104988,0.4545024088811962,0.0,0.2713936252597004,27.54251542846254,22.998111318199545,0.5313032121072718,0.5372347965694505,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0222948810624906,31.65077481645956,27.5580118143566,0.3286812209732516,0.3040599264181694,0.0,0.0275310990301455,32.29819317488575,27.489019409776898,0.3335709189307601,0.2676112512853637,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2150989920867499,28.580524759799456,23.86355610309619,0.4916887474361253,0.4895388122049107,4.0,0.1637946504393982,28.95634061477817,24.80990536905732,0.405609685409021,0.4009928529186131,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3733598635555377,25.826373879635977,20.554451283457823,0.6165663474674583,0.6095164626443997,1.0,0.1070755767376147,28.253307028227542,21.8628017347779,0.3667359053561768,0.4027897319013347,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.245328079888964,28.358934377201,23.605458680140305,0.5239712205966067,0.5203580308533435,3.0,0.2301135829159858,26.17071912608687,22.39051809258747,0.5385215812950112,0.5425625160221184,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2548973853510915,27.45082489408957,22.21659221200164,0.5104968019116141,0.4964693562058395,2.0,0.2539660808649292,28.98661769601668,24.385711008381406,0.5261311175175363,0.5393128713080758,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0071201244986511,32.41921536621154,27.423519006920472,0.3432253264738514,0.3358196992069163,3.0,0.0144000197559198,30.31614037672458,25.652240680854195,0.3804809231670942,0.3640189767708262,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1827612398378721,28.6264597007572,23.24442939501891,0.43768935410359,0.4259240058793228,4.0,0.124117074046115,31.895749662250847,26.3863347503311,0.3811855171524927,0.3891690499786941,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1281769612728368,30.38293101580083,25.47807452379705,0.3619578852698809,0.3409660224284057,1.0,0.0544120909243741,29.552233278658672,25.47607934095026,0.2548951241543807,0.280972046580663,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1031755953692598,29.744202857329352,24.758026069655084,0.3302858526963217,0.303391196773233,0.0,0.0412741333257161,33.20698479296778,27.40276737583384,0.3760856939158622,0.3648910325140674,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2243375253616454,28.814678689920328,24.01586131515556,0.4763579462186343,0.4709951252112676,2.0,0.1532782456052159,27.37234080136691,21.8854092469334,0.4034679945244815,0.4004806733845653,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.028425954403887,32.0992943450476,27.64391126931721,0.3955416969122542,0.3631631978840973,2.0,0.0430419057922902,29.77045555651814,25.980977826712376,0.4742177072008945,0.4734627052860595,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2877947453211827,27.48414206754514,22.26592301047299,0.5539719351632784,0.5606098594115457,3.0,0.2224596470173141,26.71933352299733,22.64499341246995,0.476023855019151,0.4544710331460828,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1705836732493366,29.04897564140933,24.274400983733795,0.4213525763864691,0.4041547167519563,0.0,0.160459041746359,30.415035424235143,25.79604411152683,0.4055978453821941,0.3983333684049573,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2485162751173667,28.091816942569352,23.10494559248089,0.5033106105520004,0.4914621475381723,4.0,0.2072933768360018,27.723698158868768,22.29800591250291,0.4724677185154367,0.4266665270168374,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1282706681599046,30.44070374560684,25.558277103890845,0.4031690513318838,0.3801241303510653,1.0,0.0763650744072734,28.580740128042315,24.42738023532574,0.3028651462769567,0.3370784160627694,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2090277117966757,27.50333955371972,23.101474586019528,0.4637550935994875,0.4480083265400178,1.0,0.2175958082921031,32.09926989566984,25.25687505064532,0.5233725048943192,0.543866922114989,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2413313576081207,28.05056870603209,23.19344025548537,0.4942608773214098,0.4838370693576155,4.0,0.1655650366524769,29.1715557231041,24.064440373936417,0.4099467205953079,0.3955017502135408,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.265247601597585,27.28589124230447,22.55856252476761,0.5209705267014432,0.5190166755796958,0.0,0.0270925548517443,32.990743140748314,27.60903973727665,0.2403603151982312,0.2003285109631362,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2071238183563277,28.78336125083526,23.855122169573026,0.4563180048418644,0.4432337235991329,3.0,0.1759350480204002,28.425404827997568,23.03807358690712,0.4382295400623767,0.4423990221340056,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0087414978534231,31.66765744220854,27.15248422890887,0.3383237868496863,0.3283302470679263,2.0,-0.0010056885991687,33.2533415171777,28.973476956554663,0.3119486303938173,0.2448454827140875,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0286013115783135,32.22070777552993,27.49860241205524,0.3680973225341645,0.3605624802927297,1.0,0.0136489829547297,29.40144981950651,25.767618221278763,0.3547187219778858,0.3751954746247416,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2950974767452368,27.413853230218,22.04609454215167,0.5510451300880321,0.5405042111122342,2.0,0.185872912457046,27.06721558608502,22.261118935563186,0.4382347505117209,0.4737040965394196,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2255397512659037,28.34734779633848,23.4995052475978,0.4928462205490105,0.4920994410460594,3.0,0.2212741439851197,28.18798157606296,22.40060480368024,0.4925184874940026,0.4535765453493385,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1960054483864658,28.430146971721825,23.50792489375521,0.4617358449984282,0.4536060803025711,0.0,0.3164593344426015,27.717765023007782,22.265544088099624,0.6035415639753551,0.607731907778269,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0764993206040547,30.70486236050482,26.168627686558825,0.4098206622059469,0.3809884379877614,4.0,0.0176466818484929,32.68832756898819,26.386813706409967,0.2046226486403553,0.2398879117255654,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3378795582260242,26.40699512921588,21.14066924642561,0.5868487523758058,0.5927946839784265,0.0,0.2143444520405878,26.929813778396305,21.6655512616719,0.4827381577167943,0.5049512752631345,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2990105955945833,27.24508001170308,22.23147818295165,0.5527342260742096,0.5475022428590136,1.0,0.2115013010882316,27.03801535494123,22.549105644863683,0.4763628379615734,0.5085588944702364,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2576048714032051,27.902169978945825,22.837330491251585,0.5147850726411234,0.5129149406880636,2.0,0.3338897636213337,25.47094962089689,21.92306414395073,0.6066412540065377,0.6270013280818852,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2800621625353853,26.409436501390555,21.401581616819737,0.5352160859702981,0.5193655287546768,3.0,0.2476799867428926,30.951941612088344,24.88232452205348,0.5361618508051357,0.5765171989274729,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2120955658841922,28.93597633552272,24.366504855496736,0.4972594627552272,0.4932490258748207,4.0,0.1861682019980211,27.28099808436148,22.42759536737377,0.4865058478408665,0.4614149428798557,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.375418814447313,25.692721465778494,20.588617277710377,0.6280848591121778,0.6322770907181814,3.0,0.3154700705177978,25.375500331018475,20.455812119557432,0.5622790300797538,0.5631087326540757,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0149896084298893,32.429255266620395,28.167855126720912,0.3807215895808269,0.3785442808629107,4.0,0.0245141273014783,29.606969203914808,25.44816975936492,0.5441529267189069,0.4988350371578126,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3567079590082262,25.47614888135736,20.36029709309021,0.6102821143997503,0.6228829722651409,2.0,0.2992998145440551,28.210547645623887,23.106856920571065,0.5512994421890204,0.5028075448521201,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3773604070167217,25.203606332763407,20.1936046705266,0.6295463412053345,0.6213283695959918,1.0,0.3362846930773961,26.899188584144984,21.67896545852896,0.5863701898884445,0.6136060707694067,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3626682673090401,25.90517368936648,20.7342719882566,0.6282899536354815,0.6376763064365483,0.0,0.3082647240792278,25.15593984193016,20.64277013967297,0.5705579378284177,0.5238527537185226,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2724307600431229,26.94836120449341,21.734307814499168,0.5328751712045752,0.5283660947077462,1.0,0.1835875195929567,30.773856867851265,25.04911011948504,0.5166730498896759,0.5286143888033265,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.02422169406843,31.223248214382384,26.802003118109603,0.3789514720473808,0.3604459188988898,2.0,-0.0006417231693127,34.054633297569794,30.24263821878862,0.3911111734235594,0.3925587744853109,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0123470444857438,32.2494085716662,27.815716748516927,0.3404037674406797,0.320490084571721,0.0,0.0146495049755197,30.67736440563508,25.920557453452297,0.360665284475547,0.330573048150251,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.24943569308039,27.616399676124253,22.92488758246908,0.507823705455377,0.5018218808977207,4.0,0.2320023440123155,29.147175334624325,23.952541252714404,0.4834001735601389,0.4733331595072057,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2837747138355044,27.95819709782325,22.565560221325377,0.5443549192736653,0.5435008373547305,3.0,0.2456746646195661,24.45395699763748,21.23989057942068,0.5110382749282487,0.5248398154264381,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3251427135572549,26.400011365360964,21.514271316190985,0.5807205242321196,0.5851129853255981,1.0,0.2908708046817987,27.118565711664203,20.48367186189112,0.5519732438230073,0.5277553298128459,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3525370518426245,26.28785902028808,21.62216242365099,0.6055642444617381,0.6046865358349529,4.0,0.1040405350064214,28.383661189491686,22.70421667959709,0.3633431902255905,0.3718035506598264,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0159666433672186,31.71688077554046,27.25573780810207,0.3421382384455025,0.3057209472583727,3.0,0.0139645986631558,32.60870027080399,27.53131818374278,0.3887943127563462,0.3391355001474692,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2533340755765743,27.72915303272501,23.218288320480603,0.5355405516906833,0.5344152904434107,2.0,0.2310414989601048,28.33709543790592,23.03626212417309,0.5200241990834031,0.5487072118799583,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3293940380839045,26.27697725291229,21.021504823467872,0.5858655182094148,0.5882184901975106,0.0,0.1526482689017669,29.84309018661242,24.963717638440905,0.4109297141554383,0.4078734704200309,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.004720583569554,31.87297540693484,27.79375840052429,0.4370814271129608,0.4347931859373829,2.0,-0.0142777405315206,33.13617392311691,27.950452452128683,0.3109707738207588,0.2421675751993888,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2975781590375121,27.353555936095905,22.77760950950485,0.5670182366598984,0.5775880218865638,0.0,0.1828556267609938,27.031299514480544,21.05312719657677,0.4335108721909943,0.4245763741809479,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0184174969685223,31.341463296505506,27.15201211024404,0.3456852166315423,0.3531790560137114,4.0,0.0237667610728871,33.79030378666515,28.327114210340905,0.45159519817639,0.3707408208418101,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1985683068192614,29.244613495201136,24.658652012437067,0.5118157340702705,0.510345594583999,3.0,0.1010860330110264,27.70740735144313,22.74328489418175,0.3446137778553526,0.3593161282624032,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0148252558900694,32.170736313689346,27.54848352992333,0.3295848452107703,0.3289268345669351,1.0,0.0129900477632887,30.74799710330436,26.684893476956688,0.4457737951167247,0.3419185561367394,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3229991076801526,26.402344014509232,21.40996574959074,0.6022854617421185,0.6280545178984709,0.0,0.3788773910083218,25.51538408130048,20.6370417795286,0.6494352521870226,0.5867048686867411,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3272714987605922,27.038493813888564,22.071692927542625,0.5990273801131272,0.5924870948129966,3.0,0.1508796057051769,26.368495573207785,22.10314783895975,0.4151870243606603,0.4087450287593723,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3636722219196365,25.773546472499746,20.994737119378577,0.6311832552083723,0.632026196674324,2.0,0.2050534726694837,28.11453748330467,21.206611394001133,0.4633105621655179,0.50334017342123,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-1.802936917161269e-05,32.5962661984427,27.804169213319863,0.0930140156720493,0.0882766014681623,1.0,-0.026809538452184,30.037094435291632,25.92399646664169,0.0851060563049488,0.1147805098312741,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3036960162013988,27.3879156063441,22.52837568537543,0.5654804100795661,0.5671506491206803,4.0,0.1930657285032133,26.248199760716293,21.523231050068173,0.4529076427212569,0.4293390994482158,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0225225152175271,31.424581097484683,26.9640164118234,0.3643947662931288,0.3399061456518522,0.0,0.0177972251866045,33.31572232020059,28.62652544662076,0.3256712760225277,0.3414006991543321,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0218201407558608,31.832436733917174,27.48762597149865,0.3992504226133228,0.3768764218805499,4.0,-0.0304903262641891,32.04041407649381,27.9450147300228,0.2932956995935911,0.2953431505236951,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2308898357340589,29.09234568625744,24.1487723604445,0.5012572002476815,0.4932427244010353,3.0,0.200489742193285,24.68780525895212,21.268207471178048,0.462084868120815,0.4601392821288585,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0041129044066656,31.94280138610253,27.22701469661884,0.3859495555639232,0.3679285193101676,2.0,-0.0095758103054501,32.834198243309054,27.149775012625074,0.380122441984643,0.3838847152371421,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0075458558588196,32.19163149995402,27.308855018352748,0.3628279457330128,0.3353307706406436,1.0,0.0077094779588533,31.40169072554184,26.65735144845958,0.386874657249306,0.4214271472791371,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3119111440816744,26.374230109776573,21.63180368493732,0.5767065783919304,0.5666637167195221,1.0,0.2148397771489888,29.38608167666129,23.986717159228405,0.4931176773528117,0.4864978329675032,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0155928018252073,32.182759718671655,27.60056955583456,0.4193082429309831,0.4001266363501121,0.0,0.0110015810591393,30.83735878054921,25.592117621315364,0.3326432260317389,0.3058443230216136,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.224368143321481,28.11409117868546,23.76983192127845,0.5130121354837945,0.4993066690703862,2.0,0.1949719582371281,29.695860814843872,25.02541209455856,0.4826878519607701,0.4772774983215121,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2179401927172882,28.09021657311605,23.273671330644653,0.4812348365802139,0.4759053735083077,3.0,0.2255254679194818,29.540349916964228,24.947568536404862,0.4911703457141309,0.4397447478229701,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2252430887773384,28.30895173446091,23.409847776038003,0.4939191475389637,0.4726680367636177,4.0,0.1466114870251317,29.68050894325695,24.567371719075663,0.3875079817553781,0.4220673588641356,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2273711769510596,28.22166765920825,23.3123710402234,0.4889491101053425,0.4932077612540801,4.0,0.2104280362705393,28.72430794364444,24.055887762387872,0.4678901884722206,0.4609870648381693,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0099836746117027,32.25340565239512,27.874280700426446,0.3139777126747382,0.2932677615777833,3.0,0.0094161442330236,30.923147620919227,26.608454992120087,0.4484707769174538,0.4361401783941773,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2239949935719598,28.6138520081297,24.11410616647752,0.5128047353544303,0.5092079519508207,2.0,0.1595449623105864,28.24750610925976,23.70672317027054,0.412752796000677,0.4116813605642949,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0140510032181877,32.50420028799462,27.881505947287813,0.3498998809032064,0.3338083117864011,1.0,-0.0212843151908974,29.595429857627344,25.901218414061464,0.2288159390128909,0.1882061538529344,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0045156514547235,32.600433495682914,27.57235342738139,0.2953078880843383,0.277790831865085,0.0,-0.0038447849330525,30.00363023620332,25.84033562589357,0.3153638886563811,0.2782792133439807,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0208708229501886,32.000452440668,27.401143564867272,0.3460331690287329,0.3195298451167385,2.0,0.0234769261690536,30.936825246084364,27.00379176759936,0.3725099187153989,0.3576931153445949,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0074857518979263,31.615173940199217,27.4263033223739,0.3864053681557154,0.3756426852432813,1.0,0.0152759949875389,33.539606685888295,29.24670408872464,0.4138751998117579,0.3443502179417592,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2722036565878654,27.366551749223667,22.56524834923708,0.537493190058979,0.529307107431558,3.0,0.1709185981127712,29.29629630505845,23.82628220945176,0.4552497889855618,0.4814672940279845,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2278281462691395,28.47772551643064,23.577097806526044,0.4923648354798354,0.4831912934871832,4.0,0.2091029108345372,27.62904164493208,23.78487602617664,0.4707240140327005,0.4845711423942139,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.282319857239219,27.270245643464616,22.562380877843783,0.5669994109123452,0.5746580651675047,0.0,0.2059593472477895,28.463431827135803,24.282614369919777,0.467497697829297,0.4312161538138616,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2256988048674192,28.93262117302321,24.342629246555013,0.4955259403261143,0.4972072558436047,0.0,0.1982375729483098,25.82443775705239,21.42814830915503,0.4789821854242535,0.4459417621954504,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2047061101969617,28.40690985419933,23.82121800889676,0.4786357230175208,0.4657575568493544,1.0,0.1501768723564507,30.719763288364405,25.60067869698489,0.4128147914877119,0.4312762388351308,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0019995196064237,32.25889519222041,27.34826303002738,0.3167881368286014,0.3024030642333951,2.0,6.237670373532289e-05,31.46525146800983,27.61839241403492,0.3196949444518111,0.3093094041348715,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0117549632208133,31.630804447316148,27.0130154853749,0.3389029612648356,0.3176384149424784,3.0,0.0048009287237412,33.30811022480111,29.082421469644416,0.3109269999683907,0.286044131958936,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0112669440341588,32.401434437970565,27.75232911467501,0.3322856065115418,0.3185761451646123,4.0,-0.0176275432805033,30.25143486595957,26.543640137412947,0.3003425627517293,0.3059331021540578,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1800535668047204,29.20308744867265,24.38554112771965,0.4725958200420218,0.4695983714007204,2.0,0.2134114845559275,28.1799485360966,24.1292375862766,0.5775795722388865,0.5761500443496177,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0183550336898539,32.60030417732383,28.02759873618692,0.3593994469993482,0.3199162862840828,3.0,-0.0406485650098498,28.898020225543856,25.81887879193782,0.4096105323368439,0.4099934930900473,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0073073053436198,33.02424878836515,28.176703044971788,0.2599551956541542,0.2635821777087367,4.0,-0.0288854457570171,27.642827838009257,24.57784001338801,0.1518954247121872,0.1323873595601692,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2225019201719363,28.685574894549795,24.21461180921548,0.5290185611969892,0.5383035078427117,0.0,0.167301038156636,27.899870234774127,23.45933569640364,0.4421810250638259,0.3678078892240242,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2403562040441882,27.65205642635202,22.89351961736208,0.519784372532266,0.5142203102455891,1.0,0.2002582496927119,30.14097222118335,24.827149120522808,0.5035106843132069,0.5257026511936637,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1242081302428759,29.626357464456312,24.77608224045301,0.3674324923272634,0.3576644714907223,3.0,0.0429383354587971,33.31818112866579,28.62581790696097,0.2298650154604219,0.1838227577491918,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1028748189139673,30.15265508672299,25.54411179800839,0.3569616815139894,0.3452405056069657,4.0,0.0831008353693542,32.01926848932243,26.05948249300162,0.3085012624495061,0.2886799186211402,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2642253003520455,27.27608678037669,21.93524631436537,0.5323234038703568,0.5367877748008328,1.0,0.2833746361237258,28.278339770570494,23.99009131782944,0.5748436360856359,0.5958719736546432,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2780994684114163,26.905754348657872,21.75481629410269,0.5370967202184703,0.5432655490233456,0.0,0.2747610872893986,29.01916975957304,24.120908487845288,0.5389447643655103,0.5420071288579894,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1460343623697001,29.8314005800399,24.96924439050716,0.3865138488421659,0.3660962080858023,2.0,0.1483304769666718,29.18290151970516,25.237947752620183,0.3959707241801146,0.4178543692278803,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3821886466954025,24.806407095811835,19.939862616300573,0.6392452772752211,0.6432745772777007,2.0,0.3132117120578308,28.53179912107037,23.21427619424685,0.5798640384800269,0.5988318705138537,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3506338534311503,25.271295215628463,20.454267108578176,0.6256813530227312,0.6285851314150921,3.0,0.2878794173103844,29.42858498691848,24.263763199681176,0.599796922421008,0.6036492255897578,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2988943788925842,27.55291556255735,22.68613141577885,0.5693959303175705,0.5689611769655212,4.0,0.1490318141634729,26.474433590472604,22.25187409405603,0.409950013590797,0.3882343689336897,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4190502710020607,24.33877627058853,19.587277792875657,0.654539343048604,0.6393365466980336,1.0,0.1776561298978409,29.87306522503623,24.4066430674236,0.4234626725868065,0.4689781122889663,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2625506647898773,28.031212656185165,23.105976035760868,0.5325758167353818,0.5348185556047604,0.0,0.2132188180909282,26.540413233383465,22.73067131043236,0.4682868859710162,0.4534797076166,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1314722610614349,30.1907285976332,25.30689476570368,0.426699256624492,0.4064678231254234,0.0,0.0156811083610293,30.789261359707687,25.385912218071766,0.199232283327023,0.2032818543648782,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0597748139053074,30.116805540361185,25.876482586744416,0.3691851777957738,0.3433082588976082,4.0,-0.0241673708568228,35.813220058893705,29.93724002469485,0.2393945778659664,0.2210000998547104,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.104284758162961,30.40574445727903,26.05818113723581,0.3545162631384062,0.3572935721853758,2.0,0.1433925672929558,29.834282220083185,24.62228520201143,0.4364314236850342,0.3901952658212673,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2637193108692193,28.11083161411742,22.880906313487,0.5165583822123161,0.5240608519939257,3.0,0.3065316138810586,24.55606316913336,19.93846825632143,0.5545462853603547,0.539292705968399,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2725236003491398,26.882186388854784,22.138596133696613,0.5274073787836994,0.5311699082478676,1.0,0.1551951814980458,31.82830147574461,23.942272293989728,0.4044774606476663,0.4064569634278825,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.378573213598765,24.75600576174976,19.92759029683644,0.6215443203854047,0.6249591605634861,4.0,0.1783064889561748,31.548635741301,23.95889599873768,0.4526821264857552,0.4507299463826723,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1775280622152579,29.44649858156128,25.034822623415028,0.467744562862759,0.4549856110742412,3.0,0.2054654406735668,27.317862109661736,22.683574054508405,0.5088421594966224,0.5053684449490562,3.0
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random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3154541070103889,26.100716816925367,21.291237154948643,0.582582452418217,0.5809092867599001,3.0,0.1638921861347769,31.513031142581497,26.07743192986452,0.4093861031407999,0.3846161920202474,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0387058671650326,31.85806405597005,27.6997261189453,0.3918307629131357,0.3598391212821073,2.0,0.0390683576844553,30.12596907382194,25.28614922390343,0.3495452688092814,0.3610764181757883,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2823426526002446,27.085046398739607,22.110255638120265,0.5649264491568078,0.567944192532998,1.0,0.2452431865559277,28.514634354788644,24.596953458557586,0.5210347355159446,0.5061477676532324,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2148263592057927,28.19765704114565,23.9501123792962,0.5170771442363021,0.5132023966179543,0.0,0.1153611525056106,31.493254792679853,24.923190505853505,0.353242103505662,0.3666752380977356,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1626576371274175,28.8041064010362,24.22938266883425,0.41656480909955,0.4109706894312156,2.0,0.2321931080869287,30.240582090888825,24.89049178759626,0.6391138539719877,0.5847230825412802,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2210948913219588,28.052255385453883,23.26553316363227,0.4894796411651172,0.477393044418624,4.0,0.133867014549382,30.98456640018696,26.02965679168919,0.3913741265160783,0.3859741188508628,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.081680694816555,30.459091621630822,25.961641690004623,0.3498516335309141,0.3331375370526513,0.0,0.081470192966821,32.16046506414103,27.586853383697804,0.3848449793080273,0.3490554159247245,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1731372484293148,29.31186822425159,24.520787680441742,0.4324165404039682,0.4238439193898148,3.0,0.258871776402238,27.324260119285864,23.381231606702222,0.56912172004831,0.5454268762741249,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0055737207121194,31.390094301069983,26.314540794560177,0.3788492431666389,0.3682710334596611,1.0,-0.0574987378759275,35.2485328649814,29.233647030456613,0.4338076875392532,0.417869719468031,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2451509587775782,27.518482754443763,22.9547044559948,0.5335202896109442,0.526643890283031,2.0,0.1831699365498568,30.767022644762715,25.076490463543912,0.451561314824236,0.440098235962944,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.231575337327085,28.318314786560748,23.973785821545075,0.5140427005423769,0.5051574049776195,0.0,0.23244061386544,27.640812678853184,22.40489580590941,0.509718863802954,0.5028783133818546,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2656093618647059,27.817374425924523,23.146464718410325,0.5284084878237416,0.5293892990292358,4.0,0.097997433014476,28.8837042588312,24.09801231856092,0.3504078260031339,0.3316749603676105,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2616647522106946,27.18983878747005,22.60386669675441,0.5406237371237089,0.5243158255687609,3.0,0.1573906623884613,31.214972699293103,25.86326234324584,0.4185145212260874,0.4794210722237869,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2419674556184731,28.200307496944312,23.525608093189177,0.510161765825778,0.5076933152869898,1.0,0.171207266033348,28.36285728628935,23.30086145946446,0.4174808073142539,0.3798848676024128,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.073512749004487,30.973719012415145,26.732026360234084,0.3905550693991056,0.3773977664525342,0.0,0.0243401892689077,31.484277708407426,26.9294840995384,0.1747566640546179,0.1397752974563193,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2057901906332153,28.483752348948663,23.771484600103616,0.4616283661556163,0.4385990650931169,2.0,0.1339074573569582,30.57182235336874,25.05329367157697,0.3908654363461638,0.434215844205344,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1953942821324226,28.986501582751103,24.40883427331785,0.4688364350421832,0.4679391361217452,4.0,0.1917936104313651,28.15387249801774,23.64838235078893,0.4925451308908007,0.4580943439950879,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2120822982873762,27.945269230670245,23.25449211292372,0.4759957398958101,0.476194370400182,3.0,0.111785054237022,32.743921323829206,27.800313464428804,0.3359420991232928,0.3002534651410515,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1688751940371305,29.15021480697832,24.47771657119877,0.4318837535527552,0.4176302218511246,1.0,0.2125237008318247,29.1889874958152,24.01548464641517,0.5420488819653159,0.5387832645768974,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0169778405532343,32.209105375159844,27.202147326628857,0.337652112364844,0.3023448164899071,2.0,0.0229684406173052,30.361004987898703,25.89396443599562,0.3137562949911593,0.3076196476262456,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2373519149893188,27.92962287266415,23.456493752089923,0.5104899709022082,0.5058082062851181,3.0,0.1132297154114071,30.93373066540306,26.31522471579669,0.3429476363719708,0.3589668242434761,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0328571009742775,31.39755542957052,27.06409066796192,0.3671627859636838,0.3367965768351423,0.0,0.0350374841076622,32.49210680870292,28.22902622844091,0.389236770157932,0.3547098920638446,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2337659136106329,28.330766384744656,23.899634585867243,0.5185777958713781,0.51131099763416,4.0,0.1559511919006876,28.738447563256617,23.771353486317608,0.4004632033636263,0.3954072932622638,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0270647174334425,31.283759579528468,27.05657480930227,0.3457430701191076,0.3256035182608371,1.0,0.0334562488688171,33.11343945079636,28.003009676737463,0.4560186668552503,0.4617653236646854,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0933833235175979,30.478261480384933,25.70982699167446,0.3649367500805173,0.3558794646274074,4.0,0.1219151724490905,30.68916891877557,26.638727060989773,0.4404841026891882,0.4288592928670429,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1746462133370649,29.387896777405203,24.48699032497458,0.4411948173231049,0.4336558532865325,3.0,0.2056995568552765,27.867552015376752,24.393792135272705,0.4852704144332225,0.4805411542096207,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.17436642441791,28.98287097107449,24.1268243966333,0.4626160445287801,0.4558235376632245,2.0,0.1218762501769504,31.05042386035589,26.684104908943635,0.3941886980409156,0.4114461437162926,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1669682096579221,29.268604292933155,24.93735253188383,0.4916420854916646,0.479644757828125,1.0,0.1294307778872196,30.332539701513728,24.7514043423114,0.3850510321114442,0.4102268081510002,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.105039306291104,30.04825013454193,25.43455015551548,0.3879657696408763,0.3823959699381891,0.0,0.1245439333216985,31.463568952186613,27.65850063068841,0.4410358649973085,0.4048048875551132,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2327590343724125,28.425098908736583,23.972659887678248,0.5295501987458564,0.5208224241078006,2.0,0.2304395054944391,27.10645936460613,21.45897270423454,0.5191790685186657,0.5717719170349184,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0335588800964712,30.668340696621872,26.263936438696884,0.3581566782219912,0.3239196635974138,1.0,-0.0227004284526783,35.128336388071354,29.92505490441091,0.3402541108724549,0.3475595998320671,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2281508159464993,28.704611797821507,23.892310275396284,0.5129558194741733,0.5013560574358309,0.0,0.0944550287906329,28.24491719936949,24.123912132020923,0.3270352031457768,0.3514341790766027,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1264042323081803,29.053939427945696,24.658801733093625,0.4219249235411471,0.4009115408085636,4.0,0.1110324586059225,33.518595701173346,29.014231018222272,0.5153684234428368,0.5447875954007055,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0170888029689236,30.85658890675616,26.27308270740583,0.2635553167081541,0.2632235342439834,3.0,0.0024844169972261,35.76232446222373,30.10757273732663,0.3691335875773885,0.3471521081474328,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992595244,0.0005457628784549,0.0003444080703517,0.9999999997532564,0.99999770341668,3.0,0.0919061104864591,19.201528958461417,15.327663346137602,0.3912567528803051,0.389824137529878,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999318264,0.0005249203756535,0.0003250204692235,0.9999999997747998,0.9999976055603126,2.0,0.1136543063863319,18.791819491726287,14.729107322359225,0.4135724402468298,0.4063693351396463,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993987786,0.0004942207115148,0.0003212135004162,0.9999999997977932,0.9999975238424352,1.0,-0.101427778869501,20.152340885073944,16.02173366704263,0.2886482005326551,0.2701654050412187,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992955476,0.0005335261458258,0.0003384823813244,0.9999999997650524,0.999997714630488,4.0,0.0873504409598504,19.18851824574009,15.341393334027291,0.4100224747209154,0.4111556498422151,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992433248,0.0005503074687483,0.0003589944412828,0.9999999997414604,0.999997747923806,0.0,-0.216089564891061,19.845974405108567,15.732231216699304,0.189888731347246,0.1973353581672751,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999988153236,0.0006776577953706,0.0004432914484897,0.999999999540863,0.9999975983929766,3.0,0.0943814770933847,19.73030778749961,15.586102228164672,0.3780877942368381,0.3700680489184382,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999987879148,0.000685803903043,0.0004353924669914,0.9999999995336843,0.9999975925252714,4.0,0.2190049600569064,19.04289414612341,14.88151627742883,0.4865828897179879,0.4923943955480289,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999983850884,0.0007865829241547,0.0004979189997133,0.9999999993427008,0.9999974061672604,0.0,-0.0464863146262255,21.68973456645784,17.23942604091958,0.2375795900408115,0.2095249249595601,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999981668852,0.0008559756220786,0.0005327133885007,0.9999999992365868,0.999997667292696,1.0,-0.4576712755170353,21.35366207495069,16.98140803526256,0.1685736126273244,0.1650188589474012,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999998662461,0.0007395738997935,0.0004722398675285,0.9999999994580748,0.9999976699779448,2.0,0.0192404807715499,19.254103871741417,15.23486555797953,0.3347477658328961,0.3488622792721577,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999954827314,0.0013469726131526,0.0008722803314497,0.99999999785703,0.999997707334374,1.0,0.1483830564267048,18.63347337532303,14.850799839148362,0.4651390396695306,0.4693012880470878,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999995321398,0.0013769558932153,0.0008941461835853,0.9999999978066294,0.999997603514751,3.0,0.2177719320816623,17.715148691768395,14.012368234803402,0.4951969494969492,0.5088366560761369,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999952774936,0.0014079402957018,0.0008982906179429,0.999999997770504,0.9999976412949356,2.0,0.0836850922563265,18.35966396231344,14.517318781466408,0.4357649098946906,0.4435969536698089,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999962426928,0.0012349493840035,0.0008237632425522,0.999999998218171,0.9999978092465686,4.0,0.16158409455046,18.41139135636356,14.404136543349164,0.4500168536838158,0.4636930781174841,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999995828562,0.0012922037217076,0.000821253003723,0.9999999980318606,0.9999975424074752,0.0,0.2328209918286056,17.916567474158494,13.96118429226983,0.5292186391420839,0.5461106124931919,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993291228,0.0005212445071287,0.0003285052806574,0.9999999997753052,0.9999977236238262,4.0,0.1465444334760215,17.774389040925236,14.07363669570317,0.4449759805344189,0.4561584035686997,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991921262,0.0005695032641854,0.0003616633543201,0.9999999997259,0.9999977609486042,0.0,-0.2541562260122203,19.98450399720003,15.870227610841676,0.2301639932378786,0.2397118334825988,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993386158,0.0005271886192015,0.0003418453849187,0.9999999997749752,0.9999978471242146,1.0,0.1359863558188239,17.575182715416698,13.88983198231235,0.4159570399162073,0.4316911117055461,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993127392,0.0005267280489102,0.0003309313379319,0.999999999767184,0.999997711513506,3.0,0.0082438014176563,18.68414543771172,14.797624226388216,0.4106813982398504,0.4264433016143251,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994462108,0.0004916981449552,0.0003236343861357,0.999999999817358,0.9999979472422226,2.0,0.0828635412439984,16.935468337001122,13.512603702208397,0.3979858412136832,0.3968847954841313,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999998653318,0.0007277711453981,0.0004612281648101,0.9999999994648796,0.9999976345298418,1.0,0.164000385040392,19.245513809388736,15.472209226266424,0.4468724165087289,0.4538044463352735,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990831951,0.0006219576567688,0.0003991270289254,0.9999999996427816,0.9999978170742344,3.0,-0.0201348899995363,18.167535316228783,14.341510536473823,0.3571551124683387,0.3616629929094368,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990320362,0.0006283369501267,0.0004120725175025,0.9999999996186572,0.9999976331957452,2.0,0.1938567428908886,17.951037255802422,13.989397692098851,0.4725525496269092,0.4795439499533352,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990136852,0.000629033490822,0.0004122717268718,0.9999999996089208,0.9999977569391968,4.0,0.1446840640257645,18.68593213037204,14.682728902542308,0.4326320390495377,0.4211413847717631,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999998932672,0.0006723673305055,0.0004478056899669,0.999999999595078,0.9999977659675956,0.0,-0.0981568076489463,18.95556055981214,15.313223970163936,0.2966410406549397,0.2901612283816029,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999951586662,0.0014503095517724,0.000953109668813,0.9999999977295444,0.9999977413498574,3.0,0.1083192300465757,16.936345218470688,13.539451454259172,0.412431041106569,0.4099898337294828,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999954716964,0.0013509535079177,0.000904430020837,0.9999999978724688,0.999997766255488,0.0,0.1284498492132962,18.911066581839336,14.79031952975089,0.4146772869598134,0.412004057380902,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999996323554,0.0012075284618753,0.0008111231485875,0.99999999827216,0.9999975565132504,4.0,0.1167964825043527,18.90018024695082,14.917403916517893,0.4052056448033217,0.3978061658579572,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999958737856,0.0012735515769284,0.0008486789746729,0.9999999980584464,0.9999975319703012,1.0,0.0692131442286122,19.335069984858585,15.41823543523321,0.3542263738372094,0.3439850611166933,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999996137218,0.0012183016394392,0.0007989724884685,0.999999998166712,0.9999974209291802,2.0,0.1710007909068913,19.218969780407736,15.218583385760969,0.439564814524759,0.4187996163196364,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993414908,0.0005085802630304,0.0003173136100223,0.9999999997815716,0.9999976845191922,3.0,0.1788612575013448,19.448982622399985,15.528216051075557,0.4606178731048361,0.4783274151657712,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993398682,0.0005076833614787,0.0003251115213473,0.999999999777194,0.9999974414955748,2.0,0.1317936054569745,19.17878194161732,15.036502459016162,0.4565644413656791,0.4390236541447254,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993537788,0.0005244984908411,0.0003261900587943,0.9999999997833046,0.9999978797975904,1.0,0.1372868297230143,17.38629835210959,13.718716145571708,0.4224732335032374,0.4375692581572623,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999267287,0.0005437400545925,0.0003341779732761,0.9999999997625448,0.9999976805896826,4.0,0.0763643211928091,19.22365582358927,15.617265750086585,0.4014499707434818,0.4075274244167878,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991889112,0.0005598850066369,0.0003521322115078,0.9999999997312355,0.999997587053,0.0,0.2322169189513701,18.905272373059884,14.833539054602904,0.4922778256791971,0.4861545296762045,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999986126684,0.0007627010762837,0.0004748700382434,0.999999999426802,0.9999977143475958,0.0,0.0845540006853351,18.223310281515023,14.21258291790689,0.4331499967618326,0.4387584641056687,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990760484,0.0006176464403714,0.0004102136847528,0.9999999996350984,0.9999977933756056,4.0,0.0956730473933121,17.893953851293638,13.902677781009189,0.3906972240463351,0.4096249413204663,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990407316,0.0006205544402516,0.0003964792445646,0.999999999633754,0.999997702300635,1.0,0.1216677175213806,18.466370983897864,14.724901777550029,0.4585165602483053,0.4570686028258908,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999988210576,0.0006811773255839,0.0004320869925605,0.999999999546311,0.999997699366129,2.0,0.1576515219103199,18.630378163914475,14.786330962133691,0.4497028610381791,0.4447664197151105,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999987317596,0.0007081152421885,0.0004722716774141,0.9999999995063696,0.999997662799876,3.0,0.1274250763155053,19.244030012181817,15.647581707622756,0.4049323717699639,0.3923431149541701,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999817166045684,0.0850911560914143,0.0573564643985178,0.999992048965716,0.9999886355903648,1.0,0.2450013445498081,18.15697521175062,14.335495767328474,0.5304659786260753,0.5407404518938337,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999736849716472,0.1018086217668556,0.0668736119270483,0.9999885544750106,0.9999855400236204,2.0,0.2506428235418624,18.01918471590632,14.314427029770034,0.529598958641166,0.5308318395410446,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999881449276068,0.068688290917169,0.0448632993152808,0.9999947773859352,0.9999924516797928,0.0,-0.1145193969060984,18.9686669539428,14.882357408821235,0.2678023269665074,0.2899742694298156,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999663910057656,0.117495125781205,0.0771629327951475,0.999985206624516,0.9999828262215764,3.0,0.1630872830374045,17.238929862235985,13.572323415894234,0.4420793867662669,0.4504057368048211,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999781252496794,0.0942325051576131,0.0620074159248875,0.9999904359951624,0.9999884173811237,4.0,0.224007384003477,17.704905711540512,13.92859220636201,0.4774027434187752,0.4741879683666569,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993105192,0.0005200027352029,0.0003249216534539,0.9999999997717232,0.9999975958187348,1.0,0.2155016576895548,18.60387825971364,14.716896413704252,0.4971895640601068,0.4966074260201111,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993689596,0.0005036086210115,0.0003183755601351,0.9999999997919724,0.9999976560590176,3.0,-0.0927514826089053,18.36176735993566,14.31794127746367,0.3042896590699877,0.3350314789449239,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993236064,0.0005194127708474,0.0003131543035095,0.9999999997794632,0.9999975569927216,4.0,0.0955764510424916,18.323202053235203,14.286021235643236,0.4325052807604214,0.4364285614301678,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992923664,0.0005368487734003,0.0003531589761834,0.9999999997557976,0.999997699653172,0.0,0.0217859258231155,19.676343916649785,15.405602460749009,0.356629518098418,0.3669894936838501,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993142388,0.0005291833552659,0.0003242481426121,0.99999999977432,0.9999976857308044,2.0,0.0636259971558499,19.32119868611773,15.267727368136486,0.3744541627140758,0.3980189513773293,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990866691,0.0006028498216264,0.0003989800554214,0.99999999964759,0.9999975964110204,3.0,0.1480653034571282,19.118171695827293,15.036042054024431,0.4573394011819559,0.4763981527429948,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999998855382,0.0006854659208113,0.0004493052120139,0.9999999995354472,0.9999977001813096,2.0,0.0978541025654624,17.822402102868804,14.05178364093487,0.431242048687661,0.4434777809072486,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989310172,0.0006556762385398,0.0004360036837698,0.9999999995749602,0.9999977335711702,0.0,0.1846793023440753,18.34049186837193,14.58336449040995,0.4784593037161199,0.4956221026996819,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990050684,0.0006315826575192,0.0004179783103784,0.9999999996028244,0.9999976259880544,4.0,0.0258922003119272,19.63717479089696,15.487714410673124,0.3759711429755887,0.3727729417146277,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999984596246,0.0007682855072406,0.0004681053193686,0.999999999358976,0.9999974963836452,1.0,0.0883793231636026,19.757257718106533,15.642964189626875,0.4072137538985248,0.4008810682505769,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999967945294,0.0011266267383497,0.0007509509438096,0.9999999984851068,0.9999975613257152,0.0,0.1487572020862975,18.454053854797884,14.699048818559012,0.4347899898893498,0.407444243274865,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999995526032,0.0013433800030288,0.0008802295963376,0.999999997867961,0.9999976350403303,1.0,0.1223331909240883,18.59452513695156,14.66767206223912,0.400547489568395,0.4218203040995901,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999946725368,0.0014430760407951,0.0009329059271904,0.9999999974821828,0.9999976266931954,3.0,0.2291919803996221,18.756925300412504,15.073880339189012,0.5187461094621979,0.5355922729168879,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999958688222,0.0012844810517834,0.0008225928556338,0.9999999980470748,0.9999977131732152,4.0,-0.1372657835277699,18.99009713708693,14.892695368982809,0.2029766819106209,0.207517815344401,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999958589546,0.0012936314961971,0.0008636879703094,0.9999999980385832,0.9999976131285726,2.0,0.1065927649838556,18.88908410648818,14.835938017283771,0.4232083472276025,0.4072841864781658,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992886136,0.0005287700830722,0.0003337659420873,0.9999999997673557,0.999997545176187,2.0,0.0747957039822309,19.32793751228374,15.234108229881718,0.3731767190370646,0.352024839776588,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992811648,0.0005436815526608,0.0003334374621757,0.9999999997571942,0.999997606111968,0.0,0.1163862338759718,18.25399755067233,14.332606034313176,0.4279999330752186,0.4422916485272148,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999384223,0.0005079507194753,0.0003295794279303,0.9999999998035888,0.9999977108864792,4.0,0.0741696661697426,18.255362828474016,14.545860059937434,0.3986825710732296,0.4073999829129155,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999252959,0.0005374121291206,0.0003414268459003,0.999999999748309,0.9999975964122552,3.0,0.1024809736694334,20.102415617384903,15.988577082478413,0.3750464431811036,0.3575835298464943,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993491928,0.0005230787711161,0.0003290827132276,0.9999999997833752,0.9999977984512692,1.0,0.0148890119698019,18.08313967720009,14.476752418394105,0.3648791246175822,0.3687302525346502,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999986145972,0.0007665426621046,0.000499456135449,0.9999999994309374,0.9999976938435378,0.0,0.0556796357149377,18.131707234524903,14.425572110765575,0.3703440772596357,0.3862205559448912,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999988755264,0.000666429254269,0.0004239205102226,0.9999999995663325,0.9999975863529748,1.0,0.147878123523423,19.239413395283187,15.287878783742942,0.444162458790431,0.4507711089732394,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999988453298,0.0006719268191316,0.000441115346514,0.9999999995709232,0.9999976486460144,2.0,0.1427511247600006,19.8586066160853,16.04317994898016,0.4753139005933907,0.4844639718082082,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999988930304,0.0006732233996886,0.0004145885077049,0.9999999995685128,0.999997600855847,3.0,0.141722946846808,18.41015504785556,14.577122337493194,0.4360730710172276,0.4349023652779252,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999988572928,0.0006854270016646,0.0004579141167527,0.999999999551169,0.999997587995304,4.0,0.0183476231674005,19.20957496787376,15.36253603267522,0.3634882035680127,0.3592706596746118,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999959067558,0.0012745773656479,0.0008357441370643,0.9999999980781252,0.999997635981499,4.0,0.1702680741584342,18.755879392482168,14.620955510725054,0.4743974835051956,0.4674302602915834,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999952780194,0.0013537094967221,0.000859426317882,0.9999999977682332,0.9999975508733387,3.0,0.169253507672241,19.33399235756356,15.513190240992438,0.4610490744277097,0.4413342271870985,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999955955962,0.0013463589798307,0.0008601936271535,0.9999999979019696,0.9999978104191332,1.0,0.1003206514121931,17.34810131572818,13.435641723906922,0.4199471793020846,0.440525402874259,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999964131646,0.0011816988657463,0.0007796198966526,0.9999999982954764,0.9999975614099058,0.0,0.1759999746919561,19.045563243431257,15.059150604607684,0.4512404888585832,0.4331369657920524,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999964258638,0.0012344694447288,0.0008231095134408,0.9999999983224978,0.999997856935437,2.0,0.1335037700596774,17.347710243169633,13.872344464828275,0.4181876911728326,0.4042657350570333,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993328814,0.0005294765490069,0.0003372384582817,0.99999999977062,0.9999978501676724,0.0,0.0785916617848976,18.21855980820136,14.477887936501348,0.384978299800697,0.4018117962575318,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993347818,0.000522636509187,0.0003251009836341,0.999999999779764,0.999997825403622,1.0,0.1456362852429881,17.811342365512573,14.182312966849056,0.4234697165029935,0.4349823689373637,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993142246,0.0005324562742784,0.0003360452017728,0.9999999997708584,0.9999977390007582,3.0,0.0791993559857707,18.703785194205267,14.73582990169525,0.418838068248281,0.4274958379952033,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993185544,0.0005310204278162,0.0003352595402004,0.9999999997685952,0.999997655613452,4.0,0.1174326019171837,18.396069407246635,14.71753238246346,0.3981354811772712,0.3971428465135429,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993499652,0.0005215963583962,0.0003245444807714,0.99999999978887,0.9999977630872714,2.0,0.0244793859188403,18.20788115701437,14.494554659899544,0.3542185790078956,0.3518913551309564,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999987424228,0.0007175084172889,0.0004661014472802,0.9999999994953082,0.9999978087878888,2.0,0.1225851287870767,18.63877925152339,14.844411968642191,0.4609831154918162,0.4609412238598825,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999985474972,0.0007471370964639,0.0004597517634113,0.999999999413295,0.9999975394470224,1.0,-0.0199770378169616,20.696761765600165,16.409659650684457,0.2792707686512808,0.2708665262151941,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999982957344,0.0008281243442458,0.0005112844737975,0.9999999993187793,0.9999977298320456,0.0,0.1354961432324172,18.945680673412333,15.200928319166154,0.4193976376932328,0.4112935823633395,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999987326084,0.0007181618276688,0.0004457269941207,0.999999999495116,0.9999977283464412,3.0,0.1020840302785015,18.903479924713263,14.828400035975246,0.4223456439035549,0.4341141401063496,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999980989266,0.0008537230243322,0.0005107168086668,0.9999999992179393,0.9999975112903776,4.0,0.0388880202797506,20.260295735645123,16.22412190563274,0.3602852109992156,0.3405868668419002,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999766781875502,0.0985453607208922,0.0647203384359701,0.9999898318700235,0.9999876612561738,0.0,0.1382901971184374,17.859303061806333,14.24842959797315,0.4454786987106647,0.4466910162821079,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999798877086076,0.0899410794742291,0.0587690552173388,0.9999909703587164,0.9999875991274928,4.0,0.1996053167554267,18.212789914908114,14.588396000350494,0.4972922098379288,0.509995847807511,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999992129157365,0.0559069480566,0.0366318169020581,0.9999965148830386,0.999994243545327,3.0,0.1397482322876719,18.97273076543281,15.056359506422474,0.4278967944167361,0.4063709951704177,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999986818796684,0.0723658432341074,0.0485425069801169,0.9999942033408172,0.9999916946135904,2.0,0.1024921512710093,19.11114362191291,15.261673311327325,0.4158104513921256,0.4095770077315851,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999846842134386,0.0802538736157002,0.053948082471367,0.9999932782074056,0.9999903191830852,1.0,0.0976162692636389,18.226618875084508,14.53746411542356,0.4296061196329919,0.4357172034671203,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9961385572098526,1.2618536254441766,0.1075762385024103,0.9980674113340584,0.9977119597994396,1.0,-0.0394910730133193,18.88139979509596,15.05003495169158,0.3455219186969934,0.3362290890745495,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.996584111983848,1.1586649556070372,0.0969148423791925,0.9982905951791105,0.9980411658476458,3.0,0.0808363392129101,20.27223737059833,16.06398448257995,0.4083829400401101,0.4152507424569953,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9958812407964116,1.2602296047766604,0.1041907724415946,0.997938495675511,0.99764134406782,2.0,-0.0271264051370354,20.67802911204112,16.20608785507527,0.3028938475601254,0.309725318992949,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998052574738903,0.8884720792701274,0.046626900958063,0.9990258130158748,0.9986707320760608,0.0,-0.1091998122670616,21.023779236644287,16.689191244180922,0.2694289227490852,0.2572067323162285,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998034255473052,0.9051745918003992,0.0667973091315758,0.9990166444168036,0.9990177495996596,4.0,-0.0153970932508924,19.39688101595093,15.44468588924555,0.3412890418495458,0.3510103523500839,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9975791713442456,0.9946052498419824,0.0666078836376324,0.9987888523681792,0.998502868610994,3.0,0.0142495529006978,18.770079483212097,15.003226051107047,0.388379884407653,0.4069260088567452,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9963074699745332,1.1992408724786083,0.0975081082462551,0.9981520276748022,0.997651152309144,1.0,0.0099634428422246,21.642156090805003,17.20081084644625,0.4190866604967522,0.4499653395859462,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997122505330698,1.0719237778519577,0.0775531798738528,0.9985602163427504,0.9984234637247064,0.0,0.0465729612795017,19.46046021975623,15.340953302383422,0.3802265386703194,0.3811891886759113,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9962222305550248,1.2110533690749048,0.0994346530636702,0.998109328170051,0.9975898919283565,4.0,0.0820651235826493,20.671248468137613,16.271374124456642,0.4013875806801146,0.4150914866524642,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9966413088515564,1.1825574742559355,0.1009586870601504,0.9983192421283504,0.9980404641044044,2.0,0.0365418925158291,18.958326410290272,15.180177400833829,0.3719926932703152,0.367754404000528,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9972864223721531,1.0326950998264002,0.0760150653981013,0.998642289721072,0.9983346189740387,1.0,0.0248669042225957,20.039683596164053,16.14308531607739,0.3054474877832246,0.2986746297062454,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9966135909015892,1.167295434843459,0.0960452897544749,0.998305359704838,0.9980808392967416,0.0,-0.0352509318328531,20.62411102470956,16.11116563453049,0.3371368036810206,0.3393001728025517,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9975518642482752,1.0008861438169538,0.0683491767409791,0.9987751823263552,0.9984971647219352,2.0,0.0527352867382574,18.85096434502082,15.060110203187858,0.3880859217013556,0.4146893110028966,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9967096343971428,1.1565321149977354,0.0813976733650745,0.99835346187826,0.9977917912102668,3.0,0.1531055910092115,18.432942183092457,14.478084138073497,0.4402946834989119,0.4450301283251973,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9961142039338516,1.2058083471036547,0.0925969407386711,0.9980552110455588,0.997616373381702,4.0,-0.1899674586242852,22.69009203889608,18.182089365103383,0.062202974362465,0.0661283583597505,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9961367661749756,1.2187129415919151,0.0938475299314035,0.9980665141094642,0.997595337871826,1.0,0.0298452321313579,20.821473880738782,16.585973960134403,0.3566521437302506,0.3492518780671241,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9964888832441992,1.1896912369067536,0.0926834434176053,0.998242898102766,0.9977957928372622,4.0,0.0038794852887956,19.75185983375752,16.01926654364907,0.3530532551476941,0.3660374233998815,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9970403747184308,1.0899104980059782,0.0826277164778348,0.9985190909792716,0.99816045322721,2.0,-0.0093929574246767,20.55166050872868,16.535839583527657,0.3115371469982217,0.3138508707052537,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.996139935611024,1.2490485750157312,0.1026849826633765,0.9980681018830044,0.9977521122709828,0.0,0.0246113019102206,19.835349291138165,15.52250689911766,0.3598143802908617,0.3791079807087851,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.995917706490856,1.2940099673539145,0.1100929947026479,0.9979567660319142,0.9975620405557172,3.0,-0.0376089663254601,19.6774012596744,15.84069606885434,0.3398043238553447,0.3369746443317657,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9967283652065314,1.1436923909568817,0.0969275056328785,0.9983628426265646,0.9980852755504248,2.0,0.0259377339162066,20.23212665910511,16.05552536587572,0.4442289572653948,0.4444380558915232,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9964868200412984,1.194944930339876,0.1034319485444205,0.9982418647101706,0.997973966835724,1.0,-0.0511398875033619,20.594591948144444,16.288258836369316,0.3274660958975763,0.3147882223934038,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9974343328433616,1.0212981694613912,0.0702349942071097,0.9987163426976616,0.998451698376226,0.0,-0.0295234948513769,20.373162578373385,16.268050349363524,0.2954853136896593,0.2826608029649521,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9976247591714384,1.0064283319000125,0.0678863461173349,0.9988116736613488,0.9985408186568852,4.0,-0.211921406944779,20.18003982389785,16.376520842410077,0.2466217702595576,0.264670921068274,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.996848818264126,1.1445388651821156,0.1004646202211159,0.998423166092388,0.9981450892519828,3.0,-0.0036884103124221,18.45486914731026,14.503750110026282,0.3438380873710489,0.3423047525234293,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9969669617927164,1.1041200322595512,0.0943383476611476,0.9984823295539614,0.9982158255709404,0.0,-0.2087560488103572,19.536959116241896,15.382055045842687,0.1572447233832285,0.1629590865378893,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.996526268992512,1.1851109769838355,0.0888648688821012,0.9982616236923836,0.9976711105135608,1.0,0.0572265581482616,19.54116137121316,15.443383465474742,0.3763149235294907,0.3841407806029739,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.997261599310402,1.0541837972663428,0.0784282488427808,0.9986298612724648,0.9982614286010816,3.0,0.0860925272319366,18.35559101275667,14.513970744585752,0.3791101593218429,0.3829788097201164,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9961607305781268,1.224208458340235,0.0996551464828676,0.998078519604745,0.997744157086462,4.0,0.2166548479285357,18.924070733223985,15.066294897466468,0.5022217850778764,0.5101318780067461,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9960573360105096,1.2287545640316364,0.099769593534252,0.9980267213444164,0.997737684164788,2.0,0.1090079188962486,19.2033526781368,15.182894592150362,0.3914654826469796,0.3803018570430712,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9972904497142496,1.055788906895733,0.0804784798649541,0.99864430609582,0.9984612164235036,1.0,0.0100374572601732,19.6263575515122,15.494943253148476,0.4422162602875716,0.4532634597708218,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9974766157699902,1.003676866162398,0.0731638339316635,0.9987375111407846,0.998438234544528,0.0,0.0945820649144949,19.494911906088426,15.590323368760403,0.4337867163067616,0.4351908094129746,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9975856741075736,0.9983088417746856,0.0823093974403576,0.9987921077230018,0.9986647951096512,2.0,0.0267663511246023,19.39173077000888,15.467747271998546,0.384294604354652,0.3797154829913869,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9969847192022842,1.1049960870436406,0.0936266829201239,0.998491221577248,0.9982535220047,4.0,0.1286289127387057,18.72123840210864,15.048789467305054,0.4280958856289286,0.4431780771306875,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9962223455390896,1.2377289192333736,0.103806263494403,0.9981093857546228,0.9976026138382864,3.0,0.0233327300196138,19.908711641893984,15.845799288268482,0.3608190085636871,0.3611385197444841,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9971628859885172,1.0749255931004815,0.0807200083698403,0.9985804355923203,0.9981940006482036,1.0,0.0213403614883583,19.12086980586397,15.185296694549402,0.3614541800254651,0.3770287533114282,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9975069214938102,1.0303967942697296,0.0715068816133385,0.9987526830084072,0.99845131738945,0.0,-0.1558095318055923,20.097145075140247,15.88731122053986,0.257264279223115,0.2795591782820746,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9958702072362204,1.2858658985611724,0.1087357773333132,0.9979329675047616,0.9975376291261304,2.0,0.0720945420158722,19.647551136311776,15.60315988917016,0.3761851913143149,0.3810184934403676,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9972118375616924,1.0878557565573022,0.0826974611258086,0.998604945873547,0.9982642300682778,4.0,-0.0966448092406457,19.5253064994272,15.57194483945265,0.2698595173907757,0.2769504236547864,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.997140635638512,1.0773799449224095,0.0864216761920261,0.998569294570116,0.9982013168958076,3.0,0.1191810134043532,18.20465860215157,14.614151557415386,0.4136212596894528,0.4044567005803678,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9958001868140546,1.2762820814197906,0.1552044769285847,0.9978986478590132,0.9974913679412508,4.0,0.1685978506995181,19.716350961737582,15.530116033642216,0.4548951227532272,0.4710917711879291,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9968239737330492,1.1400501922505544,0.1078939439953833,0.9984109152655962,0.9980188885150404,3.0,0.0549511827777258,18.84604432837079,15.158152332273742,0.3696518289551467,0.3760496588870338,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9971857154088334,1.0675939587293866,0.1163466044197322,0.9985923127383424,0.9984270755332731,2.0,0.1108971388032961,19.039350255993995,15.143673521099668,0.453370475743493,0.4602846353109305,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9966371107287872,1.137127181946602,0.1107408320495615,0.9983173488256524,0.9981207860127542,1.0,0.0738528447310226,19.573448247364045,15.43504880467488,0.3881506840808864,0.3887889060181854,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.996899199045308,1.140022477978794,0.1314371306493248,0.9984487504467412,0.9981876665427578,0.0,0.0211920099634043,18.116994432481142,14.288495137051838,0.3873510336775053,0.4031148818461451,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99805427504415,0.8867618286783417,0.0464434469223199,0.999026663999912,0.9986870789149276,0.0,-0.0415638210206852,20.417907463236617,16.24018366762152,0.3006227786704777,0.3092921491509874,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9972135434761076,1.0797486928979605,0.0788728121235512,0.9986058000057608,0.9983005155570094,1.0,0.0143085067601728,19.13424090987216,15.060567602102434,0.318690232441956,0.326734658276179,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.996120471640078,1.2284631205423835,0.0993706615353984,0.9980583510506196,0.997735082893708,4.0,0.1668218966180785,19.594451333879785,15.493389113434649,0.474504132868673,0.498574190281605,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9960022051776232,1.2738742435281247,0.1097363913983388,0.9979991009697404,0.9974994834608416,3.0,-0.0327495794904599,20.40856706363638,16.05026468856955,0.3061675757437607,0.3019380774276741,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9967620899131514,1.142036126416346,0.0941250030353087,0.998379732493318,0.9981184085238064,2.0,0.0740580780313442,19.631629485493026,15.323145008277512,0.3972228968370792,0.4286740093796842,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9960225384454162,1.2640119791464772,0.1049074578000448,0.9980092879429238,0.9976481104855388,3.0,-0.0883307087032101,20.292577751590947,16.131936308447994,0.2935200883208741,0.3004037477510979,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997141802210955,1.088454583984352,0.0827690910597204,0.9985698786406544,0.9981765402566816,2.0,-0.16703067370225,20.50823997514761,16.178472349585554,0.2914142627335903,0.3207987394415241,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9970175731337224,1.0959646253622637,0.0893469842311252,0.9985076732047368,0.9981064254147634,1.0,0.0124570497712601,19.54737754502281,15.635203326908888,0.3185597324115167,0.3151812837214921,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9971952941905424,1.059402511078915,0.0838302712218764,0.9985966626116644,0.9982089398195724,0.0,0.0291969836760205,20.046818261740707,16.00301548290419,0.389600555354075,0.3966408915683801,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9962595542467776,1.2193301497078155,0.1006300349350054,0.9981280251708966,0.9976196408031784,4.0,-0.1408594202254161,21.211511290644804,16.872008840243023,0.3431759740347787,0.3631299037565279,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9958906050082084,1.26783040464013,0.1096435098855453,0.9979431875038618,0.9975409347560408,4.0,0.1557970745850692,19.66961675065585,15.64916928730777,0.4683571278979405,0.4738832091678986,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9959254680486552,1.2761577238398956,0.1079553763461566,0.9979606548649352,0.997551027242024,3.0,0.216390000211778,18.1989472151299,14.27761240641276,0.5038752128449296,0.528757629355303,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.996678496136028,1.1423742866723108,0.0951295929151852,0.9983378668930832,0.9980812312894846,2.0,0.1476301949638288,19.611454828219752,15.361140878077046,0.4541545001310405,0.4626194608369309,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.996277300472486,1.2088659134447644,0.0972342689257727,0.998136915184499,0.9978133133984296,1.0,0.2061488483346035,18.94662854428956,15.130636386265827,0.4950276506287406,0.5115297279503997,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9971931555535845,1.0596711187359615,0.0791393996560438,0.9985955918148268,0.9982271371676802,0.0,0.1751803240763838,18.05431893271812,14.234885656116075,0.4560012226217778,0.4631043259854547,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9974564768292004,1.0436131368940933,0.0732754364071121,0.9987274288678912,0.998431332122544,1.0,-0.180812419971428,20.18727250706685,16.154931641733924,0.2759434832583723,0.2811708124622029,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9971821318666,1.086959228490508,0.082495989686902,0.998590072151916,0.9982387987830358,4.0,-0.0450462410154557,19.351685813741863,15.134404979768346,0.3135760637574105,0.3404694413065091,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9971860664925004,1.0648611226045777,0.0846436495608723,0.9985920422712524,0.9981885375625934,3.0,0.0932259255347809,19.26911622557524,15.311355775755803,0.4117680038976429,0.3998716759701778,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.996966980540963,1.1003360928484056,0.0928292619112707,0.9984823388177342,0.9982142938049724,0.0,-0.3701073213493644,20.915630533789777,16.307316626782686,0.1400254191599569,0.1751220568722391,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984924260392966,0.796258350876401,0.0539139964369419,0.9992459288802008,0.999116030420504,2.0,-0.0590009913022124,19.319759402581223,15.294509034686618,0.3148625594469417,0.3299785073887885,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9966200614700312,1.141353440268253,0.0880118857607606,0.9983086005169488,0.9981019929700776,0.0,-0.1673701416642725,21.80047806552388,17.161662087460332,0.3583272541351705,0.364585219743709,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9968475234109684,1.1513956196803952,0.1013022384409013,0.9984225176403262,0.9981451054942976,1.0,0.0521984393044928,18.6318390681021,14.660706191577498,0.3938305003861574,0.4071565043947782,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9975542556171948,0.993175055900268,0.081890868941737,0.998776379396869,0.9986499001540352,3.0,0.0169637489833811,20.01851808823298,15.992175222061556,0.4114411260996499,0.4093146357968112,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9958544320294478,1.2588506832084685,0.1043364238562077,0.997925063520197,0.997622858423212,4.0,0.0247674316688238,20.65837893688747,16.228696219418026,0.3373062740474075,0.3263337934392923,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9962664234912344,1.2156904850246175,0.1001933186591776,0.9981314662449284,0.9976167469656764,2.0,-0.1682210979514737,22.467684381573275,17.169132277544808,0.3119032439884768,0.361745829997566,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99634210614815,1.2182115449272326,0.1014526681721166,0.9981693777583722,0.9978382741431024,2.0,0.1950225270932488,17.95710826592127,14.012518636557347,0.4788016988036692,0.5061983054691516,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9981615682519668,0.8639438995775655,0.0535659067725205,0.999080361464746,0.9989535243760324,4.0,0.0174119295182846,19.85608038891956,16.01646149765105,0.3339724022629673,0.3217002315991474,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9976319855674916,0.9880194824170232,0.0816434095035362,0.9988152914175076,0.9987033642535104,1.0,0.1407503928496446,18.251523434588343,14.525728404028175,0.4589204559019336,0.4582852839444824,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9964125343902014,1.1721998889768757,0.0877129096081488,0.9982046557716616,0.9977505507135308,0.0,-0.008058358976712,20.68867723389293,16.290150230846514,0.2701835494454929,0.2703899081645676,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9977936455708556,0.957874588171722,0.0737591889013396,0.9988962140318508,0.9987819167478976,3.0,0.0925340303829227,18.452779589786065,14.688939666748048,0.4530067730945301,0.4527791097323051,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9962334305317092,1.233485071271649,0.1030930049925367,0.9981149387243003,0.9975976448312616,0.0,-0.0957312385761564,21.24714671802695,16.976519816262382,0.2505179370709018,0.2330331124353179,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.998565755333905,0.7775673344937949,0.0484379502255417,0.9992826205348292,0.999172730758234,3.0,-0.2112188555891996,20.415034487826773,16.521959509980086,0.2373513616245129,0.2363564544783729,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.996372385210108,1.2281933549682795,0.1026317102304463,0.9981845448544948,0.9978670831212904,1.0,-0.0769331278566001,18.876571688397505,14.783773801238448,0.3518451546408326,0.3611467074014101,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9971404599938984,1.0544235497859058,0.0754261005356949,0.9985692066186194,0.9982691386385284,2.0,-0.12166005509109,22.29196355725024,17.787016554382426,0.2784179653421826,0.2611435950596845,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9964789260648964,1.1648337267317772,0.0859064985288926,0.9982379107508312,0.9978017628904696,4.0,-0.077314016787267,21.5122923541659,17.286448832391535,0.1907686161333611,0.1685957634375316,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.99820663701553,0.851892424627898,0.0514707106816998,0.9991029163040326,0.9989695536970716,2.0,-0.1710661841018264,21.6387701251217,17.228865593005292,0.2512911382924402,0.2342016888809352,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9960494920943448,1.2661840622563023,0.111578825557375,0.9980227915957685,0.9976110384145996,0.0,0.1237901897063993,18.725360752826088,14.685603949512064,0.429966702888607,0.4591271211801642,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.998438548305596,0.8014443063328262,0.054645673321581,0.9992189693248272,0.9990832739906612,4.0,0.0462502505876366,18.79855413468601,14.886951308953956,0.3680951172481851,0.3695700788609233,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9964967815682032,1.1940565287176392,0.0932596517265801,0.998246854238552,0.9976398772520187,3.0,-0.0251532934390377,20.27529293906611,16.249177413321068,0.3236582341252983,0.3363815105747758,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9966441092736265,1.1602129642720986,0.0971862218717304,0.9983206447260602,0.998053472557762,1.0,0.1304945338235185,19.089504860864263,15.122820071188098,0.432834699605936,0.4415789407999401,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9957643498102056,1.284697084212782,0.1555493587694635,0.9978805645874128,0.9974856892915204,1.0,0.1891802753000326,19.26007825258606,15.23656563828973,0.4703032388429238,0.4711851793817177,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9960525013731916,1.277838668169362,0.1493893036578177,0.998024869371348,0.99750438685911,0.0,0.0438623547822524,19.05322224583273,15.276501138165871,0.3656270220525141,0.3677378728172537,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9956828417603956,1.3118460311353832,0.1464695729261017,0.9978393991850428,0.9974464332351504,2.0,0.039089744705786,19.98404742973521,15.777378038577622,0.3814828648223421,0.4001637855953027,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9969878090762038,1.124230755737543,0.12319269218623,0.9984930118971844,0.9982382155820227,3.0,0.1114524209424639,16.974829478932342,13.618703727785014,0.4026442193673941,0.3925484587180802,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.996667370741227,1.1699745411580174,0.1422248072770846,0.998333155133524,0.9981299629530098,4.0,0.0096463116853833,19.422472759908263,15.263049205717495,0.3336486030423202,0.3321996837695513,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2106076471846523,18.305577272808627,14.60673906474511,0.4589200880546911,0.441705012627437,4.0,0.0040009438870816,18.78631055017228,15.01685043609071,0.1761235723919969,0.1881829053952861,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2124842879425971,17.89991354523279,14.345765379493171,0.4609601804693312,0.43395870026085,1.0,-0.0888316811594771,20.40273649823348,16.002973619307053,0.1658684231367565,0.2111989447206996,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2072085988649389,18.21659265057321,14.438266244510082,0.455201712320451,0.4441049434891122,3.0,0.0247491004249319,18.775665494175087,15.278817325938832,0.2004798087451058,0.1915059756231177,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1514138147215427,18.21668390909372,14.60050132413745,0.3891192808625363,0.3714816558447107,0.0,-0.4374596492095985,25.94732638216504,20.62191949159781,0.2254444285135452,0.260645244627086,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1636546084069453,18.00186523517402,14.392224611069532,0.4045424680292291,0.3818016041754635,2.0,0.0303723654523938,21.381272826514724,17.048983957575654,0.3440530040723515,0.3576940243357547,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1449718682989527,18.32298666547737,14.699521809804462,0.3807517147932072,0.3647387478246089,4.0,0.0056663750203913,21.40500662238244,17.250330820909987,0.3053203420613389,0.3275765604325533,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1258646894727128,18.7078247237355,14.96495891934254,0.3547741387317192,0.3402811786885407,2.0,-0.3302168878219971,20.59128890508151,16.681792575188403,-0.0520650728705718,-0.127307616792689,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1598480551551029,18.19350341550143,14.56135049531914,0.3998100238525632,0.3765464643277757,1.0,-0.0834986943695788,22.061833710402567,17.516855978587316,0.3392506712179902,0.3393675678124391,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1734308628071504,18.35904288872541,14.6532104282567,0.4164503125696346,0.4032612216982248,0.0,-0.0873663546759446,19.94110016193096,15.856309051817632,0.2117492646733624,0.2127320857397459,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2016787744296913,18.283497058138924,14.441944731015008,0.4490866002067806,0.4271965660030579,3.0,-0.0011695700336136,18.876859077344445,15.264081384729458,0.2125333584563753,0.1956123783720826,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1577696511607554,18.21642962909761,14.511206316694835,0.3972022799772539,0.3815052790479302,0.0,0.0976377582698062,20.023495150061247,16.386233622326056,0.3445110310968416,0.3740482895036298,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1559505206010267,18.394515669295725,14.6915737238153,0.3949057110830719,0.3791319150417956,3.0,0.0084189124479402,20.441604648723693,16.370098619269278,0.3174657211790312,0.3480401216890613,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2270351049288699,17.593391622670133,14.020185431798664,0.476482009137523,0.4534307982875825,4.0,-0.1061341861151037,21.07012847463872,16.574040751802748,0.1373253400299763,0.149257305930329,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1929444111740874,18.586127242737497,14.761792955774364,0.439254381080684,0.4083477868928947,1.0,-0.1480070609682027,19.28401084250869,15.488502403708065,0.1524145452131134,0.1743578332846883,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2173305051896139,18.27976923216288,14.571840782058072,0.4661871997979105,0.4491387659328973,2.0,-0.044756524435815,18.928587071686188,15.09647259247012,0.1341597108052484,0.1343315649889392,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1254543147818732,18.699940505823548,14.921039966456233,0.3541953060501961,0.3392995744367945,0.0,-0.3038365582163647,20.554387570575614,16.697617360200532,-0.0462462740305477,-0.1086564646960178,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1725621082945461,18.397522080258017,14.673600074112704,0.4154059560628305,0.4009941322486124,4.0,-0.0397401180035585,19.66139888257115,15.726859960884884,0.2388026901272803,0.2520865668637551,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1942790543930501,18.02916425350059,14.261262794669346,0.4407709773145177,0.4150014545994921,3.0,0.0757657735137899,19.450798452012123,15.767622118729811,0.325070494572898,0.3265862707484743,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2042071562604853,17.699071133542347,14.106739572592494,0.4518928592923885,0.4298091522496522,2.0,-0.4628219702851355,24.732285734455765,19.29860217637282,0.15126644489604,0.1869307253264142,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1747125981411771,18.493000046169108,14.710387703804871,0.4179863612511152,0.3895148491999953,1.0,-0.1019986571345685,19.38832347877908,15.507964153464782,0.1965775328344967,0.1842681353245353,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2156075605664067,17.829330618559602,14.203135584968877,0.4643356120397527,0.4457895878816054,2.0,-0.0136603336133829,20.03758449951373,16.145457254820517,0.1548185210450016,0.1725812830444229,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1467330003446736,18.200268473555656,14.57784264525441,0.3830574374202409,0.3685668356554168,3.0,-0.0571243822333091,22.46095144057833,17.913914140205552,0.3251417208678865,0.315304252195463,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2011882690128317,18.16709498350857,14.48247774188301,0.4485401532155656,0.4235855375785584,4.0,-0.0059738629023589,19.499220839609865,15.49061750459842,0.2659790564287584,0.286129077789767,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1728999305763412,18.51360878343643,14.740024206725469,0.4158123743075279,0.3880619138562544,0.0,-0.1294974931639056,19.564285759074256,15.528499904785155,0.1619424061029226,0.1759358777855856,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.184859342900724,18.20813306344822,14.62075951023466,0.4299527217348649,0.4080727277117643,1.0,-0.243159997003123,22.35734162703562,17.599860829801404,0.1391347088188103,0.2124789717433474,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1769289453654584,18.30207682528088,14.553429681943811,0.4206292256261239,0.3921068609169476,1.0,0.1109464544070713,18.89134419227584,15.148198987828495,0.3771385042710555,0.3915973654626009,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1337412032116249,18.394015031751582,14.770538601157767,0.3657064440935486,0.3533193701526272,4.0,0.0307078428847658,21.16093051060992,17.04646680505426,0.3924553045187118,0.3615597759514712,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1865001151225419,18.61531962312211,14.799464304890252,0.4318565910260216,0.4064769683899752,2.0,0.0049116384638143,17.86497203545454,14.3572344417174,0.2265207573698631,0.2227525291282116,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1574559419172934,18.269649521563057,14.551574607324346,0.3968071848990793,0.3791435020442467,0.0,0.0628457768822673,20.240554389089027,16.476720314237415,0.3137096528183166,0.3409637876068784,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2115681413099397,18.25114475430124,14.533273170342609,0.4599653697548591,0.4474178515639117,3.0,-0.0040398611415906,18.828925376357628,15.127430611418507,0.1782504660902493,0.1725276689084039,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2198913200359216,17.709162512947202,14.018272298499,0.4689257084898136,0.4540208820059653,1.0,-0.0314735342352938,20.572146885438528,16.666406368899658,0.1283753252797476,0.1062372658836438,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2153929485112569,18.050701833601845,14.372186575429096,0.4641044586538554,0.4485754562857015,3.0,0.0279978936642869,19.13742312129804,15.3312423179519,0.2342626917268475,0.2305016467048924,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1439352938399182,18.32472469110573,14.704973168772057,0.3793880518121862,0.3625262792524352,2.0,0.0151144966356381,21.37742608778708,17.28188102848423,0.3133682534206228,0.3155451052901468,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1988320715870085,17.97344527681786,14.259924938381904,0.4459058999774974,0.4135779415267916,4.0,-0.0080806733192688,20.38111238496637,16.315092542057947,0.2868372231713793,0.3097164791681652,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1509682619752264,18.236223814177936,14.544990444675442,0.388546344752455,0.3757595273115272,0.0,-0.1262116024905519,20.35373865305129,16.507662638882838,0.2620820302623886,0.2572892536824709,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1912568711965645,18.12458646703315,14.525931600667032,0.4373292480802984,0.4181994545165557,0.0,-0.0804119475710405,20.85626367051473,16.394983536025226,0.1989757082797182,0.2172150043079828,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1272870210140453,18.74310180016984,14.9615340023481,0.3567730665942553,0.3420785780255696,1.0,-0.2612233735275053,20.35165711925799,16.5971545058237,-0.0190177060780717,-0.0544639489904737,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1993155025388197,17.92632201700806,14.330795530593182,0.4464476481777034,0.4252527024264123,2.0,-0.4598703814167684,24.10720455600924,18.967835797627764,0.0066186422295769,0.0794480520337572,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1911496104069958,17.959811954539642,14.27582547837092,0.437206599283245,0.4039799876110579,3.0,0.0213957692388149,20.35232570416329,16.225001522556962,0.3179228402001592,0.3386248277044151,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1540047312543606,18.188350751560552,14.560075324525569,0.392434365579441,0.3726693197869388,4.0,0.0552656070615061,20.7874010286868,16.465397089697447,0.3733128527436002,0.3996715906781183,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2168413528578303,18.0561696490426,14.386085013057407,0.4656622735175167,0.4524564950384166,3.0,-0.0309460730673138,19.50657389693397,15.723133314516502,0.1502502682995408,0.150950539416092,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2081181382042847,17.84511248826743,14.237157374141322,0.4561996693447765,0.4351842392387528,4.0,-0.0028429606006059,20.24106464854066,16.084478090438374,0.2450305095114842,0.2619492649827508,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.166543269136036,18.424133407596763,14.709361423874494,0.408097132064441,0.3921595762507221,0.0,0.0095593429464668,19.69471026379041,15.857765685187449,0.2721919509742894,0.2808418604240719,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2080995716711234,17.91490849892251,14.20523007513463,0.4561793197504745,0.4269411549983412,1.0,0.0010417850287564,20.152725562502923,16.113285630001172,0.2794652737900421,0.2902875772233456,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2315355465331708,17.826433964316998,14.159126938456328,0.4811814071773496,0.468126180203772,2.0,-0.0934030586534453,20.44220375059096,16.394312847831593,0.1150536872724055,0.1258390186346079,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1928983703302057,18.29007627238288,14.490750369603704,0.4392019699133558,0.4147860981487662,4.0,0.0019605262110028,19.095424893790867,15.515179628383612,0.1992328053580767,0.189983687360424,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2087797013390601,17.910966665603166,14.326490477119233,0.4569241746547653,0.4331031729547973,2.0,-0.011251360712281,20.12881228079267,15.912126192469508,0.2340398908625205,0.2583865044813928,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1772667147896607,18.198704651405794,14.51320836048033,0.4210305390582685,0.3932291001376518,3.0,-0.017380965859592,20.4395797331515,16.497665707862986,0.2456055069854265,0.2462416164863811,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2172859650551581,17.821899840531344,14.142865454867092,0.4661394266738675,0.4520323672818375,0.0,-0.0137357620520135,20.19548501485461,16.306306506852458,0.1646492911041831,0.1427325674652117,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2265697326126755,18.09732837234453,14.42524794326679,0.4759934166053432,0.4615594170899727,1.0,-0.1024392193242682,19.84456863488736,15.74294453043496,0.137212270082898,0.145832441426781,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2245762394328223,18.095742730737506,14.41932159563817,0.4738947556936145,0.4587058302963185,2.0,-0.0752991922656867,19.72463903608991,15.701077493725908,0.1513357866494582,0.1655235278199228,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1753294732098396,18.185399755877043,14.48168955159595,0.418723623927031,0.3920147490313098,0.0,-0.0431559132120364,20.81579501083845,16.605431149924073,0.2802631799387833,0.2760529493716774,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1951707745183103,17.976568406921743,14.387479967578416,0.4417813650884487,0.4258008366807954,3.0,-0.0466955279619909,20.710398096114748,16.545412945829305,0.1029900013079256,0.1067977181821848,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1714031579683075,18.472066934179463,14.73064197473783,0.4140086448356715,0.4004695591848826,1.0,0.0186104831084809,19.20747967784144,15.508959148364442,0.2754153450607461,0.2871094238166718,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2085955241046,17.426354844746676,13.915688282336072,0.4567225899203077,0.4312564475999569,4.0,-0.107059921158569,21.680498083744247,17.55085457960765,0.0808628191228895,0.0733347986213659,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1608381661874147,18.06966795481774,14.483449142167307,0.4010463393112253,0.3753694413065514,0.0,-0.0198714107742621,21.705186691058444,17.18447915876234,0.4095390111046028,0.4084717994032257,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2026324818568421,17.47514695561678,13.933080168364006,0.4501471782898095,0.417536113840927,1.0,-0.2487325249381631,22.73239514379616,18.205101984002617,0.1331547620805137,0.1210405628095665,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1980363457731297,18.011893575177954,14.388873205630292,0.4450127479315314,0.4244076063818969,2.0,-0.4811374461808997,23.99146034885713,18.802775789986192,0.0050491262019275,0.0691706279674564,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1263167431945813,18.730221545493905,14.970796444816129,0.355410668437797,0.3404615290381361,3.0,-0.3230256147135804,20.470670619939384,16.564061439082305,-0.0478209091549566,-0.097462986882772,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2118494516322002,18.24948586681713,14.522433358675446,0.4602710633144136,0.4476758704669376,4.0,-0.0047721882647595,18.861045035942404,15.146348892399136,0.1765169631169223,0.170821693337528,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2163784755019564,18.1730426684144,14.503188236615127,0.4651649981856929,0.4520871254283604,3.0,-0.0173737381279341,19.05131728030397,15.116757407899277,0.166529038976594,0.1543354220342772,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2134640404124843,18.25273495387047,14.556815675078283,0.462021688292344,0.447472402372921,4.0,-0.0254439324592239,18.99983691342837,15.276512379932846,0.1604177317300386,0.1854176215609039,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1842098356597482,17.521826373607666,13.947305250006208,0.4291967330811306,0.4075615630478944,2.0,-0.1483610828053525,22.49495456564421,18.23146139886484,0.0112698357184888,0.0039682629233869,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2060954718373217,17.88319814135959,14.28093130992743,0.4539773913772041,0.4260806506890752,0.0,-0.0800333895532614,20.20288775719272,16.128189480455617,0.145021221043198,0.1555140385219788,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1573125974695787,18.491573383196343,14.77735251194559,0.3966265214364937,0.3807283994409264,1.0,-0.0216010494107268,20.15994021779393,16.06927784746181,0.2824784261810497,0.3251587858709841,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1245710880149988,18.68786038037476,14.92706872314966,0.3529462962812902,0.3388931736168454,4.0,-0.3516947017352472,20.70889474191081,16.90881846968996,-0.0340725951287682,-0.0769381667199511,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2102231457518795,17.46331286059554,13.99083868315331,0.4585009768845683,0.4277082684787728,3.0,-0.2391900022858559,22.815289940885684,18.087116939777072,0.0993923845879056,0.0797242767350092,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1854816677880796,18.60892500516084,14.78741394343572,0.430675826846705,0.4053575621505957,0.0,0.0276319905273837,17.83322545788763,14.389031749537336,0.2439698017105153,0.2401507384661531,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1871980199958381,18.1188022530094,14.549598023643412,0.4326638649355173,0.412653950589654,1.0,-0.0263988799800598,20.554516848579173,16.346912982389743,0.1867651731315395,0.2049896304193302,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.157465474928228,18.45665888815304,14.729940801415562,0.3968191968115816,0.3802556997885441,2.0,0.0710085362689237,19.52578176706477,15.797627077969636,0.3305826869583045,0.344606083377644,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1878047199780959,18.14724234137685,14.563408991329824,0.4333644194010611,0.4128861631347316,1.0,-0.0284132901297393,20.43982885617397,16.25959892917324,0.1810975735565184,0.2060332636476988,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1878031644613743,18.58545246780401,14.798003845643462,0.4333626247710233,0.4084792756213485,0.0,0.0173043322690218,17.987302032239484,14.415208698747346,0.2489534302665007,0.2341717025410259,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2003033196892045,18.300983596635888,14.654716911930166,0.4475525888317168,0.4292900449989358,2.0,0.056479397220654,18.62424124471005,14.87140911768353,0.2682903941349024,0.2651250056752611,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1947879676621763,17.927310290878935,14.24670733876598,0.4413478987414728,0.4250053404229985,4.0,0.0076925018280178,20.26629156192278,16.64456996573023,0.1760500706012443,0.1440728868326235,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1261897230757995,18.6950910484429,14.940165155989764,0.3552319286185367,0.3393545461796738,3.0,-0.3134452442214768,20.561160138017502,16.795508130160247,-0.0021578895291342,-0.0390840175828215,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1997085954294989,18.01650519155132,14.42488840631067,0.4468876765680142,0.4218238013833937,0.0,0.0130876824001074,19.89127786861819,15.647357693234005,0.2623444340128932,0.2895587840243458,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1911400633053781,17.9744650333957,14.396403607253545,0.437195680824886,0.4147975468687131,4.0,-0.0748589641059491,20.842195320246525,16.73632394227999,0.1404812376081839,0.1775955012456359,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1966492904624665,17.864998333884685,14.281556200646788,0.4434515649806704,0.4228707826768083,3.0,-0.1447793036903977,21.63120642467022,17.181137564938446,0.0582005763207612,0.0780156162156117,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1820067412969194,18.40341122397432,14.621374747524523,0.4266224810564497,0.3998252782011059,2.0,0.0909609295801703,18.591357433832137,15.044214007640273,0.3180272878666896,0.3126089823462817,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1438178733016449,18.55607641931074,14.885071478732067,0.3792332703342783,0.3710922624448055,1.0,0.1295101589983874,18.47643614275511,14.764875246920694,0.4427183599676559,0.4479447895980241,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2059300759679929,18.03790426869207,14.372621310128109,0.4537951916950644,0.4346630828504725,0.0,0.0170629592817442,19.545908756573475,15.58027235898654,0.2452357349142687,0.2628522666965335,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1839975753828894,17.765300909089987,14.182893303898464,0.4289493856010805,0.4064577109683314,3.0,-0.4212893925797114,24.340056735382856,19.555989633413464,0.0850787579342363,0.0850471296507759,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1857257231648942,18.113993579314343,14.548906176017992,0.4309590736829845,0.4102044577187248,2.0,-0.0227904999756514,20.590695145295715,16.35267571605336,0.1924546140310409,0.2138232357421283,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1887824242184784,18.3249188047853,14.551429910734884,0.434490994449545,0.4088958527413999,1.0,0.0472459745668278,18.95926824068054,15.343788718300976,0.2613029185237064,0.2466719956950008,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1830376866290193,17.99004322342575,14.426378326132244,0.4278290390521846,0.404481757387402,4.0,-0.0255428684984031,20.392509165121183,16.408253499849245,0.1607259398368169,0.1752233623756348,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2242974477401665,17.753202967341412,14.114757508926347,0.4736005150772704,0.4589777393066963,3.0,-0.0279030826089878,20.31171592941517,16.30961583298903,0.1742649006857013,0.1604239766361777,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1913592544087766,18.4612443462244,14.628029961451794,0.4374462875437842,0.4151050568703562,0.0,0.0251559566586729,18.48589886595856,14.93401444144871,0.2396828075163876,0.2162624788208886,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2130381122516185,18.15731779296943,14.490814162828643,0.4615605185719064,0.4451109237283608,4.0,0.0184082589935804,18.927973083321834,15.004985985011103,0.1912766581302701,0.1910739705257116,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.219082631132759,17.866487914446708,14.293625415977663,0.4680626359981611,0.4439696058349536,1.0,-0.0812352988953577,20.249454896653067,15.91480251834506,0.1239723942262663,0.1653253912087407,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1697011013536968,17.71554903787984,14.162348347372191,0.4119479353079298,0.3900791164978548,2.0,-0.451756562181036,24.860993177049867,20.440658361379697,0.0166371462412751,0.0066194719358913,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994273444,0.0004778947948733,0.0003117389520653,0.999999999807692,0.9999975781372392,3.0,0.1693483904535165,18.97020576135765,15.059179250301156,0.4554378674867621,0.4411337842780327,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993339124,0.000519330656027,0.0003209808013691,0.999999999776524,0.9999977795516296,0.0,0.1741998739759201,18.31001644278565,14.420843793139044,0.4802495181572143,0.4790418050647354,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992987634,0.0005339140476586,0.0003361463743791,0.999999999766066,0.9999976454112914,1.0,0.1603931666659861,18.38528296114664,14.637371226495189,0.4651254030356675,0.4675728255918555,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992806832,0.0005436038421837,0.0003455547215764,0.9999999997490684,0.9999977379640552,4.0,0.1714623589587866,17.852939180869157,14.27758315208027,0.4857343613126968,0.4937384355843268,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999374086,0.0005054535563527,0.0003412161914648,0.9999999997787752,0.9999978509028904,2.0,0.1254221010005514,18.607974994806035,14.787979328485184,0.4453517973653726,0.4592162524614837,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999985762084,0.0007609378384728,0.0004628775315359,0.9999999994202796,0.9999977889292472,1.0,0.2139631327605903,17.771766250445662,14.49737401577671,0.5064366642052607,0.5006449111452613,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989785672,0.0006512150642641,0.0004113058451619,0.9999999996026046,0.9999978076844084,4.0,0.1311895929714698,17.864324765585774,14.184503171473374,0.4629134575203339,0.4635368894778632,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999983906112,0.0008020771534741,0.0005014929517828,0.999999999349852,0.9999976935224312,3.0,0.2349704344667115,18.13152472971986,14.044075448620958,0.5072125506515666,0.5190757041350057,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999998770207,0.0007019933102029,0.0004417514345,0.9999999995073436,0.9999977269555802,2.0,0.1892676169472831,18.58016207641029,14.709101148691689,0.475313929967516,0.4987946052004421,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989508274,0.0006477091828523,0.0004299493877165,0.9999999995870964,0.999997685368006,0.0,0.0885035559229653,19.77931750676746,15.960603638637211,0.4195673873446817,0.4316523794247205,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999996043273,0.0012697478663356,0.0008401576862466,0.999999998148029,0.9999977106467411,0.0,0.2219915067138799,17.60482351670462,13.997441135610572,0.5165384717272137,0.5259568068170726,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999946413846,0.0014734051231286,0.0009608217744411,0.9999999974911415,0.999997771397232,1.0,0.2333443851882927,17.670240625206496,14.054432705694756,0.5132588575193003,0.5265216203376432,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999957318884,0.0013243058311148,0.0008856000507532,0.999999997966616,0.999997701676868,2.0,0.2612150391605813,16.85003548117562,13.298458173147443,0.5380772644928035,0.543100357411437,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999945711626,0.0014864717120323,0.0009817615973314,0.9999999974460632,0.9999976763981416,3.0,0.2024678377537386,17.872598022785816,14.01006896093549,0.493042691478479,0.4909806669956323,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999995664799,0.0013184584813104,0.0008566763703525,0.9999999979491956,0.99999762787928,4.0,0.2513189565996055,17.815871925953108,14.059531306828,0.5342720199855653,0.5446276215867344,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993260548,0.0005238798121702,0.0003208760308115,0.9999999997799855,0.999997694745575,2.0,0.1292570450397178,18.65634321201468,14.502693703733843,0.4424954176133305,0.4538255641829652,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992847834,0.0005357750432231,0.0003282588480526,0.999999999755444,0.9999978227701076,1.0,0.1899423946065302,18.506853782265708,14.313859633457511,0.4871570954846161,0.5020587697684277,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993450118,0.0005143347839298,0.0003186273663411,0.999999999784726,0.9999977461184798,0.0,0.1782021224520464,18.34242020543118,14.626228005994005,0.4738977437253184,0.4829211835551956,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993392972,0.0005221132026129,0.0003312937141229,0.9999999997810456,0.999997725732427,4.0,0.0982258187829483,18.46885991473969,14.547960849652076,0.456002082773266,0.463397264158798,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993160796,0.0005261920029951,0.0003300557289377,0.9999999997688982,0.9999976853679854,3.0,0.2450900214287695,17.538738034604723,13.573985326633531,0.5346688441009382,0.5392650717616629,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999989728404,0.0006402483979228,0.0004131573819433,0.9999999996146272,0.9999976759904012,4.0,0.2021419392971999,18.572794910191924,14.546391872515894,0.4877891390624598,0.4808187469304675,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999986765238,0.0007309286567218,0.0004667960276531,0.9999999994699216,0.9999977591655748,0.0,0.1607676391023744,18.63409725122432,14.486697948126146,0.4730542823143081,0.4831699151404886,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999987179076,0.0007265855406541,0.0004729555330888,0.9999999995111308,0.999997848456566,3.0,0.1864326834974027,17.59236477309232,13.97866790834278,0.4966149505521173,0.5031396378842209,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999998166444,0.0008605450855806,0.0005566988432909,0.9999999992667,0.9999978170620256,2.0,0.1745408096609505,18.46700848136469,14.7818033869865,0.483341280996544,0.4873785414732768,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999981293904,0.0008727281478805,0.0005528474681481,0.9999999992595946,0.9999978341863188,1.0,0.0980865800619036,18.98132501997909,14.805407214851538,0.4397090978934215,0.4471019081910771,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999952392632,0.001396542146286,0.000930282735159,0.9999999977504838,0.9999977901524204,0.0,0.1375653008709323,18.33800305680987,14.550839538731202,0.4588173157576732,0.455831339244983,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999952125104,0.0013857113138448,0.0008996056103097,0.9999999977576126,0.9999978101307708,4.0,0.3134855135816791,17.06689570464197,13.543216818350334,0.566022196749796,0.5790249664177363,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999957389673,0.0013165405766343,0.0008613711859909,0.9999999979919512,0.9999976621278812,3.0,0.1322116695958948,18.660123379603743,14.742798168669022,0.4595876276888868,0.483223318575515,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999974049364,0.0010262676344897,0.0006837614394836,0.9999999987679804,0.9999977481571016,1.0,0.268674976314892,17.17349901081114,13.890863107751915,0.5509548742560115,0.5523306633735473,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999958106038,0.001303918011671,0.0008558839440319,0.999999998011511,0.9999977954528004,2.0,0.1299243480338151,18.755012966499063,14.575559446546768,0.4462088645397221,0.4609296571644264,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999350176,0.0005107325193065,0.0003315797573072,0.999999999784856,0.9999976686514074,3.0,0.2243545163761052,18.07792416224884,14.368567501272194,0.5108119557774615,0.5010823791882261,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992348472,0.000555955460116,0.0003441306351681,0.9999999997466744,0.9999977175779724,2.0,0.1189837097607935,19.07025771732596,15.145662572256333,0.4377232064687925,0.4541568205555805,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993442196,0.0005201297891059,0.0003238452445347,0.999999999779556,0.9999978672117492,1.0,0.0578068096091294,18.883829691551583,14.527753059952348,0.4149068734261387,0.4325865156466817,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993913088,0.000495760414045,0.0003204071857628,0.999999999795675,0.9999977347022762,4.0,0.1988436818909381,18.157697551868143,14.372619496255254,0.4921577115269888,0.4962695162398053,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994027742,0.000489815882056,0.0003133276609612,0.9999999998071972,0.999997829293652,0.0,0.2027457464176438,18.32323152641463,14.526598136807666,0.4933689707196125,0.4812301502420514,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999987831636,0.0007095114686918,0.000463669618788,0.9999999995171313,0.9999976971919148,2.0,0.1528048842268069,17.793230206517602,14.160888538439089,0.4864430225040378,0.4984010043711803,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990070048,0.0006323412925663,0.0004191827966477,0.9999999996307942,0.999997674359521,0.0,0.1082552659278761,19.296157910773605,15.421451929665396,0.4360383388953752,0.4521244895044987,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991613776,0.000585525259791,0.0003938865830169,0.9999999996869536,0.9999977171702747,3.0,0.1755914762375277,18.004375433579497,14.107009299007462,0.4847662670136785,0.5065195097956605,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999983370192,0.0008095409657028,0.0004985939012151,0.9999999993134996,0.9999978998294592,4.0,0.2111987849274478,18.881632686827142,14.891505267296306,0.4807237263990628,0.49332987311285,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999988011504,0.000698405302615,0.0004506957131384,0.9999999995349298,0.9999977428567068,1.0,0.171165819140496,18.17327098962002,14.327161412965122,0.4916004221913145,0.5109405179907368,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999661528449502,0.1160167561098096,0.0790528588314901,0.999985518078158,0.9999815037193948,3.0,0.2351697559229009,18.26919602162052,14.594344604554978,0.5091937239976414,0.5154188948059605,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999771564790684,0.0959053713106295,0.0614740628869797,0.9999900376955416,0.9999885568936416,2.0,0.2401006430556597,17.813136990124235,13.73035893381378,0.5196157879072469,0.5278587182232392,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999964732100005,0.1204602381847902,0.0804027385990539,0.9999849893886876,0.9999829486879956,1.0,0.2066206901692304,17.42617634681482,13.583222292676382,0.5014085892524307,0.5154597667032299,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999881474860602,0.0682823035149205,0.0457619945310381,0.9999948859059796,0.9999925028207268,0.0,0.2722766180202053,18.18955812630951,14.744268782344864,0.5436356438075771,0.5342768328418965,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999732577900292,0.1047818523805835,0.0683853206260651,0.9999882689629072,0.99998555198646,4.0,0.1739678425424801,17.864308170590995,14.133878274611488,0.4763571132529156,0.466708093589403,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993573646,0.0005076557817102,0.0003184836413375,0.9999999997831996,0.999997718801131,1.0,0.1445940766066915,19.04485946557297,15.131096949793184,0.446301901086802,0.4542851865235502,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999376118,0.0005033812829937,0.0003234984237308,0.9999999997949288,0.9999977889292346,4.0,0.1076149191130806,18.985295954782707,15.243680354302802,0.4332071937796506,0.4261391260440174,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993361977,0.0005184662846055,0.0003212966307654,0.9999999997812896,0.9999977106467148,2.0,0.1377035388068813,18.769073467973588,15.05230207247008,0.447398856471381,0.4742154466082108,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999385688,0.0004997915989349,0.0003180715315771,0.9999999997993512,0.9999978215469416,3.0,0.1478468643751244,18.505931491908143,14.714919326531051,0.4579692419759971,0.4716985077053701,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993671768,0.000503718065671,0.0003122606479196,0.9999999997914584,0.999997642557224,0.0,0.1192008937143622,19.33847053833419,15.668972931379152,0.4283642565681796,0.4398712408607694,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989528472,0.0006523297314368,0.0004284559818314,0.9999999995836985,0.99999781339253,3.0,0.2114934971857368,17.82838713391736,13.786110850518623,0.510760690014394,0.5281746878943315,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990313012,0.0006237455551972,0.0004019253904414,0.999999999610534,0.9999977436721644,0.0,0.1912408549618033,18.4774300944462,14.812737430368433,0.5005719522345178,0.5168455125389896,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990127488,0.0006261629064792,0.0003985411349138,0.9999999996276708,0.999997817062024,4.0,0.1770381491273404,19.008127987281075,14.954765058446814,0.4736741920458874,0.4924975681129417,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991024414,0.0006018718678111,0.0003925173586008,0.9999999996516676,0.9999977599810084,2.0,0.1316750744345803,18.95951176110124,14.817184145264177,0.4602123107936426,0.4651211461956562,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999984683652,0.0007827019205361,0.000502485049247,0.9999999993849842,0.9999978125770884,1.0,0.1826935114979779,18.71611853303537,14.801851758446714,0.4850415007283987,0.4779379805561784,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999954603792,0.0013583414287242,0.0008966794252458,0.9999999978755688,0.9999977408181308,1.0,0.3117418138231467,16.630839856849224,13.386521831559548,0.5711630280692259,0.5812788181735717,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999996153703,0.0012661758306807,0.0008612907485878,0.9999999981678664,0.999997841117595,3.0,0.1663784769663513,17.35623024515184,13.811873314311963,0.4704858842508611,0.4697681110383291,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999958041896,0.0013096017648305,0.0008841794816513,0.9999999980124692,0.9999977489725485,2.0,0.2611093667187509,17.04959720835075,13.297358497964993,0.5329973126824941,0.5331234582592248,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999942513912,0.0015275039807218,0.0009860687590607,0.9999999972964068,0.9999977803671046,0.0,0.2178269728465993,17.788770004988883,14.253161905233751,0.4965751948940718,0.504230717824571,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999950742652,0.0014238386240908,0.0009280595125524,0.9999999976806044,0.9999976445958696,4.0,0.2233510786870054,17.23138678987633,13.796613131236638,0.5198651421122732,0.5213699025303851,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993156086,0.000521354570993,0.0003212932965437,0.9999999997789945,0.9999978329631444,0.0,0.1920937128432018,18.847019429439403,15.274190428620011,0.4829571845999017,0.4893081160192845,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.99999999931353,0.0005282963968214,0.0003254813216337,0.9999999997729524,0.9999977045309028,4.0,0.1488916198413485,18.50595256043688,14.876653247409395,0.4477537833676479,0.4488172402548609,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992780187,0.0005448770063806,0.0003513004618234,0.9999999997491203,0.9999978313322568,3.0,0.1481065753763905,18.081138274521205,14.264235480037735,0.4766696669757043,0.4726012627684584,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999353808,0.0005144427322561,0.0003297429994121,0.9999999997842004,0.9999976784367224,1.0,0.18739583410532,17.811935875359957,14.21592845681273,0.4807117526611453,0.4873519451628493,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993468324,0.0005131170352883,0.0003318810479949,0.9999999997896932,0.999997742856716,2.0,0.1669413020175456,18.610467910843752,14.507966733076934,0.4675838751632636,0.4981990234225095,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999023114,0.0006314496258837,0.0004127818089528,0.9999999996213802,0.999997827662782,4.0,0.1562002216156585,18.27471356238233,14.398792795879851,0.4691728064172598,0.4742339914294848,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999981725268,0.0008658616464299,0.0005366714100847,0.9999999992607864,0.9999978818897256,1.0,0.1944547411757117,17.664161231524076,14.08749232978978,0.4944290521363921,0.4848186913476154,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999987930658,0.0006990653230802,0.0004509399589965,0.9999999995207798,0.9999977098312834,2.0,0.1795304762378653,18.30615090269883,14.085965890452696,0.4749547254850699,0.5002991630963318,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999986932387,0.0007186390124294,0.0004550915440424,0.9999999994632848,0.9999977457107716,0.0,0.1984919171733297,18.91516565285505,14.784801765724463,0.482272927163656,0.4945708139069806,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999988133406,0.0006961398954369,0.0004326774734897,0.9999999995314584,0.9999977318482338,3.0,0.1562699608043639,18.258515762184835,14.427756373872482,0.4648035844611027,0.4820039453498082,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999958221424,0.0013095329798727,0.000839495232977,0.9999999980079396,0.999997804014941,3.0,0.2101686613098894,17.449528317173197,13.81718706751066,0.5125247016885118,0.5371413495540991,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999947050586,0.0014608096125679,0.0009578241771781,0.9999999975002088,0.9999977163548416,4.0,0.2320026715462266,17.880093333516108,14.127814522888434,0.508806155534975,0.5161533577253842,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999948253612,0.0014577468983484,0.0009451914419764,0.9999999975643244,0.9999977330714184,0.0,0.282446301153809,16.64053959541782,13.054034891638738,0.5540752284322807,0.5642991837128528,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999957497978,0.0013182830006443,0.0008686020154898,0.999999997990866,0.9999977159471182,1.0,0.2201860142071456,17.48435285104712,13.492839171955124,0.5260056790110577,0.5375429294476668,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999963352904,0.0012113028888523,0.0008110010529781,0.9999999982695597,0.999997661720158,2.0,0.27368111721619,17.61102615650945,13.94280908686634,0.5389808575202535,0.5484109594092925,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993129998,0.0005299916737653,0.0003281132493929,0.999999999772636,0.9999977791439264,3.0,0.0750704752491712,19.05644939565096,15.339523292667092,0.4207152351130204,0.4168415705815438,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992798254,0.0005439568823425,0.0003365294883926,0.9999999997646636,0.9999977554960636,2.0,0.1193751216519859,18.391256382430708,14.782708244951666,0.4491617656757721,0.4442868814679694,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992914804,0.000533242982969,0.0003253324790486,0.999999999764162,0.9999977106467244,1.0,0.2262120515747167,18.086896752476267,14.46195443392781,0.504899019295055,0.5014850214693141,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993646004,0.0005126930918412,0.0003251506782248,0.999999999792394,0.9999977281787424,0.0,0.1695763335047644,17.6191240999404,14.121382228239083,0.4722214563907553,0.4869699576818042,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993290756,0.0005249174144851,0.0003238504332821,0.999999999778942,0.9999977501956924,4.0,0.1562868713921563,18.02943255346141,13.96997411202011,0.4793702784369476,0.4941047783604493,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999985040062,0.0007806187179494,0.0004947247572606,0.9999999993986706,0.999997763242789,4.0,0.1093443419468203,18.854568072814143,14.847601206116227,0.4337923660788948,0.4457280098447948,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999983328046,0.0008240746484346,0.0005094168595743,0.999999999295758,0.9999977640582428,0.0,0.1122637918116116,18.781652807587093,14.924684397379554,0.4321852739384317,0.4451535426615222,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990301816,0.0006258164108984,0.0004170534495596,0.9999999996119476,0.9999976303256028,1.0,0.150943127891955,18.719664223695656,14.28140399053754,0.454910645640563,0.4748011114810763,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999987287984,0.0007272092867954,0.0004782611712966,0.99999999949188,0.9999977885215277,2.0,0.1522271821745161,17.565697552329276,13.939048420156473,0.4925154191429746,0.4901995025927979,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999989596686,0.0006538585748786,0.0004263731761138,0.9999999995960028,0.9999977987145556,3.0,0.1404587991971001,18.187052970072784,14.252910783555771,0.4553516399901453,0.4624678138739889,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999966259999692,0.1187308250733358,0.0777456379358137,0.9999853528647992,0.9999827595011808,0.0,0.1148873701253169,17.782507069473105,14.055919322261104,0.4494997879716019,0.4459722126979735,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999725969171944,0.1050730983658448,0.0700558838179301,0.9999882075172982,0.9999837506713188,4.0,0.2272091376328846,17.95375101877118,14.07877836188171,0.5149492691032282,0.5215582537487394,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999954352645784,0.1363226280073082,0.0898756856722205,0.9999802822230353,0.9999760304683384,3.0,0.2397303786867242,17.379223305849965,13.907864229178722,0.5264268482289918,0.5315206103198832,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999710052349158,0.1085236783036262,0.0698706031167414,0.999987395697356,0.9999848441817588,2.0,0.2289293903693887,17.64718176756079,14.07300812756574,0.5126402554578556,0.5103895160410326,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999772821081578,0.0969486318288311,0.0664980549306864,0.9999900210297638,0.999986528479224,1.0,0.2067679017284335,17.160198300292222,13.32609779530592,0.511883063959699,0.5184697144762893,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9964219949734826,1.210985658912835,0.0994813668614361,0.9982093945262828,0.9978875878723809,2.0,0.0906222052484383,18.78187289334641,14.800808230741524,0.4232409269978898,0.4413579657336585,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9976548644871652,0.9705617458286854,0.068476388301212,0.9988267441443852,0.998560099160974,3.0,0.0431028255422734,20.063020010921115,15.74590553315088,0.4084026650921618,0.4060519992211546,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9974387019633096,1.037557153546207,0.0754711512259775,0.998718530053054,0.9985527909158052,0.0,-0.0781689000100842,19.33358119827649,15.05222901709286,0.3144140456944557,0.331344492260927,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9975777981570334,0.9878440672161396,0.0656039382827244,0.9987881649894628,0.9985192242530424,4.0,0.0395195719354648,20.00509221547292,15.855767874070157,0.3767616509804281,0.3944283895098221,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9971873762826826,1.060489483218219,0.0813209993942164,0.9985926980664644,0.998255133815904,1.0,0.0795409351599991,19.87703090320109,15.873519660415964,0.4069384723107199,0.417802520218924,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999626675873542,0.38413661097828,0.0163487613533448,0.9998133207098844,0.999714447804124,3.0,0.1699246889912328,19.2760566428627,15.262520834055456,0.454179887345436,0.4750820961017524,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9969300784653682,1.120079877119091,0.0789717790591687,0.9984638595597826,0.997890259142982,2.0,0.0104786508532576,19.6872625619258,15.435786270016012,0.3826122614844927,0.3942798347447788,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9975884719934964,0.9925793731137664,0.0693257677524439,0.998793508344736,0.9984891503160844,4.0,0.0975533234921214,18.862346516088028,15.093648219010468,0.429767205294994,0.4116457240654986,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997686724778801,0.9778080194766668,0.0612388581040005,0.9988426928961042,0.99854946949222,0.0,0.0029518925192318,19.34612524820925,15.629438120838056,0.3617317503639428,0.3540979200558028,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9972281126521348,1.0615144054242929,0.0733455920879007,0.998613094758404,0.9984463815850247,1.0,0.0887249015775999,19.153643397092075,15.463046637484076,0.4313412560908927,0.4338872952331941,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9983004054240312,0.8257797684153703,0.0601895493284287,0.999149841618048,0.99915921110655,3.0,0.1262230801229743,19.240682122517885,15.080485270150897,0.4283699387496308,0.4289526771318251,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9972551671276052,1.0605351977171986,0.0824648621149725,0.9986266407837896,0.998290743547564,4.0,0.1112900928488414,18.580164270919703,14.864196201999494,0.439087015290231,0.4394154106053872,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9969798448797595,1.098609200445762,0.0881937591176375,0.9984887808226144,0.9982394597065908,2.0,0.1285966660702349,19.360746552838847,15.649260392208648,0.4287688084474646,0.4132313871842494,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9973381523543392,1.031363217189996,0.0690988547467939,0.9986681894964938,0.9981986232864664,1.0,0.1831173624048572,18.74243442286868,14.9038744828338,0.4720278995574853,0.4768733294472424,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9984126285132332,0.7997216499361515,0.0516639517240493,0.9992059993542936,0.9990706491191744,0.0,0.2068249102994922,18.184499506304345,14.477321767610778,0.4996451458083025,0.5209234837476024,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.996440046180202,1.211500329300132,0.0998376791922802,0.9982184362762784,0.9979372676942904,0.0,0.0667852988684615,18.75054307114821,14.66582091217669,0.430552316920276,0.4444425859872049,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9977418832483396,0.9503499278733092,0.0696764553967919,0.9988703037106093,0.9987688927558642,4.0,0.0675164915481584,19.98206559115802,16.06896115291266,0.3965834549013967,0.3931916474192837,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9970075377657728,1.1031331538619664,0.0735714342921869,0.998502648044938,0.998163753301902,1.0,0.0298614702047879,19.74509595085028,15.742015161239562,0.3896038925246212,0.3930982537933686,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.997410190514763,1.0170287429172364,0.0670960363418887,0.9987042559676698,0.9984074410216957,2.0,0.1133926859014484,19.549369622997485,15.618799558097937,0.4308768117155939,0.4341320693988681,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9971875586010504,1.079487629087518,0.082237105845877,0.9985927893828288,0.9983996510711696,3.0,0.0224297019391886,19.05056338238781,14.889757605344668,0.396310695448022,0.4179099968478764,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.998369666349146,0.8258332070809398,0.0596747199512878,0.999184500837506,0.9991778024996952,0.0,-0.013741811999655,18.97120799988609,14.833818620124472,0.4010622633883188,0.4124885837339697,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9971025051289536,1.0894672149757196,0.0826668248648795,0.998550201786744,0.9982781814194056,1.0,0.0222531044392169,19.527235389065503,15.65952828489704,0.4166382828620614,0.4279386751603064,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9986564371729498,0.7422092616353756,0.0444730889717545,0.9993279929623672,0.9991795213660152,2.0,0.0326187646309958,19.38211251897854,15.224469972147372,0.3922033335306063,0.404468087616202,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9960523110705182,1.2557120655430576,0.1068603795888861,0.998024203823575,0.9975851639876632,4.0,0.0412750738698687,20.315148131354228,16.109605968538133,0.3984946760678874,0.4107132786026815,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9970720512259812,1.079487745444542,0.082304410048806,0.9985349526349516,0.9983890683927056,3.0,0.0867005218846389,19.96576378107524,15.718232102256744,0.4078617553219087,0.4153692486149981,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9977729325880128,0.951053674427768,0.0706107770486383,0.9988858459342091,0.9987820642903136,1.0,0.053535995436724,19.551793662744814,15.53285133848465,0.3892883916617723,0.3895474282036184,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.997793160444475,0.951004723342862,0.070213405055432,0.9988959710265306,0.998801169870475,0.0,0.0745373399057418,18.982523933185547,15.271242161346562,0.4141667097074661,0.4080419685026885,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9971441854581622,1.0747200062375544,0.0755317091222751,0.9985710721387058,0.9982302786470824,3.0,0.1386731520395507,18.80549306534453,14.815949823042002,0.4535302995361353,0.450160805156011,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9988463540156304,0.6855010439941169,0.0391864643060149,0.9994230107723192,0.9992050961524388,4.0,0.1079157313962095,18.83150194264565,14.758879004584418,0.4472661508141332,0.4557098934570655,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9985810551394724,0.7562063672062933,0.0495887342758103,0.9992902760442848,0.9991729941539168,2.0,0.1328562647934107,19.00579186216736,15.2097266468001,0.451696104139739,0.4434021713154743,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9979927986890692,0.901666781453507,0.0569676363047757,0.9989958954139548,0.998797548753893,1.0,0.1433881870041411,18.70575363084704,14.939774646680542,0.4673572733990963,0.4722300299597903,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9981089729487151,0.8853305497936602,0.0551176541418874,0.9990540392219964,0.998832773838952,2.0,0.120063284740157,18.060388037825025,14.284645407876852,0.4784251424575281,0.4840244025497984,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9961470238968232,1.2482575584882027,0.1021499825049022,0.9980716528612144,0.9976951573184902,4.0,0.0345908991757728,19.91106295544808,15.508159817982111,0.3840956837818465,0.4084445460262689,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9972586273611084,1.040327156079956,0.072837150207407,0.9986283731573196,0.9981481718908742,3.0,0.1162643850102337,19.926028684415584,15.786584201074923,0.4275503871363468,0.4348942240167336,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9966657298697308,1.1688228983983735,0.0861210371424046,0.9983314731254772,0.997719105635948,0.0,-0.0153456037793651,19.878405598413405,15.773348511589896,0.3558876451109497,0.3803330046176169,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9968892517843664,1.1294722060132767,0.0894081818674401,0.9984434145980136,0.9981883633351702,1.0,-0.0066293123748395,19.744665314263067,15.785823109316729,0.3680551622834954,0.3833317112484757,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9973836865880046,1.026214495339392,0.0788947193002313,0.9986909867325257,0.9985576026098562,2.0,0.0564796048687251,19.835504886316325,15.833492260214724,0.4032460001764122,0.4134607664894607,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9966350812401308,1.160660064723071,0.085021343152338,0.9983161230954868,0.9979086406082388,4.0,0.0135030266727877,20.51493517587545,16.106327139301065,0.3794769096794956,0.390023006069897,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9964287636055984,1.21098573235008,0.0995590229030903,0.9982127849352044,0.9978753813538276,0.0,0.0767927161461322,18.857422017321355,14.603737310323206,0.4294276865707402,0.4545137888751789,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9981187090161154,0.8793638722929666,0.0543688073754848,0.9990589118750226,0.9988053672061014,3.0,-0.0149161456963455,19.73611007937868,15.648444971626189,0.3709396899106695,0.3909080764146609,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.99724136210266,1.0494210279230105,0.1242883667495378,0.9986204424699489,0.9984527202775998,3.0,0.1709172630654342,18.91166855422343,14.873122453100889,0.460957758819512,0.4671491073307425,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9988115289591049,0.7027605309395563,0.0845412939530257,0.9994060213063666,0.9994458457831552,0.0,0.0153499074671387,18.98982211886086,14.878563047338414,0.4057123600792091,0.4341718394634876,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.996613557855149,1.162117009373377,0.1246830144608847,0.998305893636303,0.997861976542456,1.0,0.1929101618454589,18.70179855685043,14.948742233087987,0.4835099488289497,0.4987978323577512,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9972825021094474,1.0537432838946486,0.1034096101025996,0.9986409211601206,0.9981744060347064,4.0,0.1418835273848553,18.37340685234531,14.106042987525218,0.4760606766904154,0.5014738882748575,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.99801574878432,0.8936569655495995,0.1043558553435808,0.9990080243126556,0.998966977377198,2.0,0.1588660063270448,18.75804366081512,14.74640506383323,0.4641183495704275,0.4603345108969602,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9970588471616246,1.0895096456863385,0.0829212082564758,0.9985283408661916,0.998286480549906,3.0,0.0365492038720228,19.974353125648754,15.739195844077278,0.3951767583715971,0.3987105997936513,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9967386026164132,1.156694119947936,0.0847754930209497,0.9983679697211896,0.997955776061183,2.0,0.1043559627875558,18.63107077497416,14.742887882342554,0.4420658042465018,0.4339226307013785,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9968156812326268,1.1478639741961223,0.0834477526010768,0.9984065712957794,0.998137658634526,1.0,-0.0502593409310927,19.78698685403616,15.612084603015289,0.3597659845428292,0.3910540562675459,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9960618212310868,1.2562431863054735,0.1069800827742235,0.998028968318006,0.9976643946799804,0.0,0.0795757500713967,19.795206199972665,15.977775194615496,0.4140342499590171,0.3878515543245882,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.997253707170504,1.0422330827494637,0.0727546291316979,0.9986259097231758,0.9982507969405991,4.0,0.1029322511158212,19.981598610729648,15.980779902925216,0.4114956235239979,0.4106614690150743,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9961266363425402,1.2562432095708418,0.1070149837423758,0.9980614393418232,0.9976811630507256,1.0,0.0641132744241153,19.248898663038386,14.765780804481038,0.4523170984423494,0.4744955363519988,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9971153792102054,1.0792482853195675,0.0864096298685493,0.998556648170412,0.9983424952834838,2.0,0.0670620475754226,19.619386262720383,15.399839584915728,0.4147765514421582,0.4247946314922431,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9961667109516128,1.2557120562446096,0.1068454613352965,0.9980815153557676,0.9977049015331816,3.0,0.020808344070602,19.294964318975097,15.46045127209322,0.4077997846039977,0.4156230059324828,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9975238737715864,1.017737564292704,0.0749142400743223,0.9987611697206572,0.9986366652978385,0.0,-0.0247866025588083,19.066082125702447,15.2454353858414,0.382834543415569,0.384943919686076,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9980382032525148,0.8904148340864948,0.0623670592679908,0.9990186202547556,0.9989698012676472,4.0,0.0766752637957622,19.45899028583399,15.240475105944974,0.4403849018019139,0.4538008658874028,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.998328671832862,0.8314824551541404,0.056820103608911,0.9991639866462636,0.99899410645232,2.0,0.1341964407704226,17.987859312605732,14.293376125131616,0.4595010423366567,0.4623886932877228,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9976632732933228,0.9765170596828324,0.069875151430733,0.9988309535815644,0.9986443093119968,4.0,0.0398987015380577,19.47171831160725,15.580728419425558,0.3872411521250587,0.4050165094146159,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9986397257894164,0.74345673263614,0.0410378977807015,0.9993196316280776,0.9992138311758776,1.0,0.1385904369424473,18.635170573317144,14.88601530883538,0.444996379269247,0.44475828136013,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9973740979857556,1.0404231745612489,0.0810812898972047,0.9986861862370544,0.998406106795688,0.0,0.1798540450784177,17.64462236415086,14.040333705478243,0.4826079788653588,0.4785333130600528,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9978484329107348,0.9385215598684918,0.0736720429025327,0.99892363755315,0.9988565762755018,3.0,0.0801925802430216,18.933070423088864,15.140535014745138,0.4345326085459615,0.4332670088581445,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9973450715540368,1.0471508519777837,0.0803279595374718,0.9986716537190052,0.9984867187819058,1.0,-0.0234434455636405,19.619751942529952,15.60418552273095,0.370829880310993,0.3808908226176511,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9983860178807336,0.8135140138693725,0.0474024038970622,0.9991926832386306,0.9990026064873226,0.0,0.057911019487826,19.09913005599044,15.161745113796655,0.4194082592723542,0.4305409956572599,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9967114169829218,1.1565429975883528,0.0882718714175324,0.998354354606162,0.9981306273888576,2.0,0.05574464313629,19.47416122657352,15.563254434091077,0.4154244906192442,0.4293187412181959,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9986661484268192,0.7379628249657576,0.0365545194198024,0.999332851850208,0.9992885025046228,3.0,-0.0417224137756211,20.29648097152016,16.1557645982185,0.3607227201814743,0.3636540900550282,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9983599515740784,0.8147707124602359,0.0507967703609073,0.9991796394709532,0.9992030436929072,4.0,0.0070777132555918,20.10729894080012,16.044745258441186,0.3732467801608953,0.3747909847711314,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9991194030351952,0.6017822231669602,0.0377065942760145,0.9995596047070842,0.9997093887743432,1.0,0.0239229312222815,19.317879772480225,15.12943056915032,0.3834641024404565,0.384907752930137,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9970923479852594,1.0791148639437715,0.0786919644679263,0.998545115828612,0.9981400648866566,2.0,0.1005712333372941,19.5782252382971,15.486773761702173,0.4279618032169777,0.4292429018137156,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9977665689465764,0.9503012753448368,0.069409833642484,0.9988826604425431,0.998747814829234,3.0,0.1311286392894948,18.896590579635955,14.684981083183132,0.4435462856587551,0.4529726624144513,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.996060780848126,1.2635773608961889,0.1110966577808251,0.9980284471033888,0.9976309438123748,4.0,0.0764437826538081,19.39669358895765,15.221085146523308,0.391490611805788,0.4008662499622923,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9967202958549204,1.1561951337792082,0.0847836547055526,0.9983588013411536,0.9979039384115744,0.0,0.0223367858288494,19.730140829027324,15.88999325630596,0.4034224307995689,0.415670435897532,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9968120345068784,1.139786946743779,0.0800789747783641,0.9984047450309594,0.9981813989918245,3.0,0.113829964196644,18.711846893944188,14.445096980593332,0.4467929397936552,0.4608897675304065,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9971718398840338,1.060940961266023,0.0682305317799352,0.9985849190036188,0.9981137981521464,1.0,0.1627003323231024,19.12036430795704,15.152506783567826,0.4698871544159213,0.4791853975956179,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9989811347119596,0.6394004071719187,0.0439795183200224,0.9994904378641238,0.999467444867246,2.0,0.129316110917007,19.20489272504752,15.171235929104526,0.457189900577063,0.4600624926786751,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9968821676646344,1.129432888037602,0.0897634024883603,0.998439867063936,0.998215527667604,0.0,0.1953418051181614,17.72427237898878,13.976616645938575,0.5050116309617511,0.4953068955947632,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9979245531402304,0.9177919955057064,0.0647972091457164,0.9989617379006418,0.9989087151995536,4.0,0.1372893039746107,18.66906772211552,14.616574055863996,0.4594808733636485,0.4860884596542712,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9967088686660044,1.1480565439156185,0.0802461360262798,0.9983530783376005,0.997894677470025,3.0,0.1141656221940676,19.44057911088003,15.374083302344806,0.4453827458606535,0.45137723466554,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9984465945274364,0.7879069295171867,0.0463698365166423,0.9992229955842946,0.9991015589170206,2.0,0.0748754908894117,19.94714189065184,16.18280306372623,0.4036740658855317,0.3964357607856859,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9973886934289432,1.0311475183741707,0.0716673951789469,0.9986934934117256,0.9984259653269244,4.0,0.0242965987012477,19.752465112452946,15.728073791221336,0.3861301593310562,0.4040149900967512,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9970346730149507,1.087818933685801,0.0907368576863736,0.9985162359102102,0.9983335516806984,1.0,0.026183404806815,20.510469722884835,16.325780035733196,0.3915472835470464,0.4090797745575097,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9983144394326078,0.8320541108083574,0.0422561526896102,0.9991568644538356,0.9988694876300808,0.0,0.0432546822813992,19.210108897491367,14.976439326878928,0.4190396259184428,0.4514430717009738,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9974380703473912,1.026821762855764,0.0792511437226213,0.9987182138379116,0.9985975609198956,3.0,0.0183750424510275,19.37220396419917,15.059277047051324,0.402424785080915,0.4333853595810558,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9984223273659668,0.7939377868172739,0.0430524559070027,0.999210852485782,0.9989004922527872,0.0,0.0110415583422321,20.601319296627977,15.994487138442052,0.3778333536096668,0.4034764773106578,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9985812348982418,0.7630731602154817,0.0492148539615474,0.999290365827335,0.99920938502501,2.0,-0.0122766014995123,19.79179010945916,15.610040048512902,0.3537386980326407,0.3654367716520453,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9981114144920892,0.883249134888271,0.0629635351442595,0.9990552611579784,0.9989012910323176,1.0,-0.0064692716946401,19.43818635257634,15.438151443544236,0.388341998868803,0.3920324711327412,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9982743674505468,0.8372116517681633,0.0605414997292371,0.9991368113431756,0.9989234613513772,4.0,0.1145951469574336,18.91127538092037,14.638344650896489,0.4546244784477077,0.4566563878217347,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9976970067061348,0.978752932562529,0.1242941213784151,0.9988490854266134,0.9987451502467808,0.0,0.1365499360771248,17.703092252742643,14.404730418483906,0.4645146911036486,0.4819243958431722,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9978133753399888,0.9536514117406962,0.0983599617904899,0.9989067024834476,0.998651812799388,1.0,0.0721376189379746,18.38679880295726,14.345185193897764,0.4400837013866457,0.4387432032692043,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9973574702440782,1.024387968766285,0.1071937346479504,0.9986784718520612,0.9984350233382454,4.0,0.1386273427753895,19.46703348218651,15.442383515000834,0.4415809701029468,0.4539591307414961,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.996029232335206,1.265154561803172,0.1483226249840081,0.9980131192801568,0.997630726729927,3.0,0.0517772270423622,19.85975413087842,15.764590270430952,0.385771658625524,0.3897919820147546,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9972614660848824,1.05815388412003,0.1247049230758512,0.9986303798576488,0.9982572200185053,2.0,0.1705480407572144,18.05922333266989,14.225693642259136,0.4704049476871661,0.4699657604942104,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1743408996670187,18.409970966282827,14.70926225088556,0.4175414945926667,0.3980397019607442,4.0,0.135391784061854,18.27577013658021,14.605064555352609,0.3777130570349175,0.3968957889828111,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1755789010731936,18.2246804159148,14.595314536204988,0.4190213611570662,0.4016376803965188,3.0,0.1312444420060037,19.021210930671344,15.09297005296244,0.371173690130418,0.3559189545358705,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1814747538936384,18.41692962325364,14.695573433726487,0.4259985374751886,0.4103412946860959,2.0,0.1085954382785852,18.18568229786809,14.323128514230987,0.343007211867024,0.3240508963954205,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1829291519987387,18.16066078822861,14.507298290968556,0.4277021768025797,0.412851928407988,1.0,0.0969549282703182,19.33664930154348,15.507392056783043,0.3320670483879068,0.3229804832980325,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1899095306447497,18.27659671005286,14.535434501275306,0.4357861065622886,0.4185447417149927,0.0,0.0531814281455997,18.95009167058444,15.138796303203568,0.2864868709278421,0.2853473046457752,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1958188883535188,18.03540254525056,14.373528648513757,0.4425142804334834,0.4199876473356464,2.0,0.0419002028171334,19.83242292219165,15.8567256001288,0.2626444796839518,0.2822649316193489,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1817035194959269,18.24227665161308,14.551610675017448,0.4262669580494731,0.414004184218649,0.0,0.0950954447896538,19.05640806837441,15.25765563745067,0.3253022108928375,0.320448401530874,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1809767669917701,18.251910768078368,14.57917286635058,0.4254136422583536,0.4066943095089633,1.0,0.1089561817336035,18.917411330005056,15.126350432658882,0.3412248407675572,0.3383750383393371,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1896930204672132,18.08205997258949,14.323381803850896,0.4355376223698455,0.4191997582526459,3.0,0.0464186551579453,19.867481940335235,16.256852817927857,0.2633202429419443,0.2746696165525784,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1824014371204992,18.237122916097366,14.557214619065311,0.4270848125968831,0.4154551494296894,4.0,0.0979875986534125,19.007150798490112,15.324868429050523,0.3343829956892251,0.320762939746101,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1814207292655754,18.260295392584226,14.559647482550847,0.4259351233760994,0.4041504784895415,3.0,0.0947506481066484,18.967858544281192,15.153788307566703,0.3351381185632612,0.359833453712034,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1846033328551314,18.1720949839448,14.37983636713886,0.4296548997894301,0.4214970547419237,0.0,0.0622646980327769,19.570009814129683,16.15406632600007,0.2970110430784888,0.2765985103477537,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2051258645258074,18.09944843813629,14.425161160270475,0.4529082297755246,0.4353996659715258,2.0,-0.009082628101477,19.560304261743727,15.555888877680273,0.2104958055650515,0.2228674131257505,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1969624967212048,18.13526276128689,14.39615849433644,0.4438045704734988,0.4286975036492508,1.0,0.0306460570195721,19.449621038409468,15.817604814537267,0.2667666837582454,0.2535585530665449,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1915168090820483,18.4477266856786,14.68941844949992,0.4376263350775579,0.4161456977305536,4.0,0.0613280789374279,17.990314829990442,14.539305146142778,0.301310855704032,0.3113971053294235,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1778466215629595,18.23047582517846,14.4982990288428,0.4217186521787143,0.3988932787527481,0.0,0.0998634514641076,19.247142856392223,15.464803512008103,0.3309223547070636,0.3646977560375878,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1784910130968265,18.21198199031498,14.499370658697998,0.4224819678217463,0.4067282775912143,1.0,0.1340699295072226,18.922742616694347,15.018652532130112,0.3684698925591716,0.3513907314460624,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1921735217185147,18.0703901909118,14.432174454715994,0.4383760050111808,0.4178453157371715,3.0,0.0628102902940296,19.634381447958265,15.509249027079516,0.2963754999845652,0.3086426079202451,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1930283667266001,18.15435091918145,14.45397659399822,0.4393499365680173,0.4207097426326205,4.0,0.0760625974717763,19.09776957119644,15.367754961335608,0.3096908619716219,0.3065070672175723,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2019957049898678,17.89065685877404,14.257629043461424,0.4494393229585974,0.437937466532497,2.0,0.0215673540696009,20.374927970445533,16.310260264863693,0.2408138004003316,0.2167290183977521,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1904512353619778,18.21090727710765,14.55497479554007,0.4364071899720514,0.4136376596941219,2.0,0.0472659926603592,19.258730278344235,15.204198981705026,0.2710009595824693,0.2904851737561876,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1841505358746823,18.191997176240587,14.580623380175592,0.4291276452417397,0.41136153100307,1.0,0.0870889579188028,19.24439826409365,15.220189191873182,0.3216248656942121,0.3251902349475149,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1785807070663546,18.216830110342748,14.646531135147214,0.4225881057160525,0.4078061102521458,4.0,0.1207526680122013,19.040125161669888,14.861053283911184,0.3588875116021976,0.3500626219101426,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1834171836135003,18.37706784238626,14.631304191648194,0.4282723241597879,0.4151513641517194,0.0,0.0890363128188692,18.4442501797222,14.960428135875812,0.333506223911769,0.2947926064001308,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1936473329514574,18.11915768199841,14.457925450146044,0.4400537842104141,0.4265231341578899,3.0,0.03295095248077,19.666744521999384,15.692322475919998,0.2589947528182234,0.255385445725524,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1894392846502345,18.2332899498746,14.59233294862095,0.4352462346440518,0.4147433385274784,1.0,0.0955998742930213,18.73356109879148,14.784022298271273,0.3357942095708111,0.3388026791236508,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.194669114469964,18.22561600255212,14.506007522739912,0.4412132302265036,0.4250535981150985,0.0,0.054243158757031,18.92691805280888,15.185886327327523,0.287499877342258,0.2701330127109485,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.194171843753414,18.12868636265371,14.411366976073593,0.4406493433908659,0.4240780718824187,4.0,0.0435231566575577,19.38412135312948,15.640653165966397,0.2868935625017514,0.2802032851703685,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1837581266295768,17.994961117615304,14.361509009510817,0.4286701840506275,0.4062432319823332,3.0,0.0831680786948722,20.122263146794268,16.1129553367081,0.3111349061779075,0.3293238972578213,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1890691343814471,18.297358335422068,14.616660716196565,0.4348208073039976,0.4118548601630856,2.0,0.0589804138902657,18.810445829436635,15.095647566995504,0.3133690845829756,0.3309783510695938,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1853196389846699,18.19520075116498,14.46888517129697,0.4304876758171881,0.4106753809867159,4.0,0.0344645268139957,19.72565230442797,15.872046387440877,0.2668069853330354,0.2870210030765083,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1883060330844284,18.097324857978016,14.42998265989642,0.4339424306519627,0.4144666151466465,3.0,0.0900951783170828,19.40274145792963,15.645666646761168,0.3273067185201181,0.3230827320003933,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1795716268218639,18.50041739030244,14.83610415794549,0.4237589254000093,0.4033355221806372,2.0,0.1249273507939664,17.73930935680265,14.01961300068922,0.3690152978978461,0.3683958218432738,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.201772457294184,18.12859508149427,14.462005550119748,0.4491908918630836,0.4321424172653338,1.0,-0.0132526244795316,19.65637028548471,15.594150638187864,0.2190003713542702,0.2287399757991792,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1830077381996765,18.320797484433484,14.582790257863335,0.4277940371682571,0.4042635014690695,0.0,0.0830030354638772,18.69616445891022,15.084136834949131,0.3285404239763645,0.362717807314217,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1810343070961464,18.342265543231992,14.601903532758776,0.4254812653301594,0.4081227479484782,0.0,0.111685706008048,18.501825397078733,14.956030359778383,0.3445022152299514,0.3441120606617476,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1831023468458538,18.27544043373576,14.540988948400344,0.4279046002085019,0.4101472896135734,4.0,0.093217437594508,18.860818470256493,15.06697652290878,0.332216892390087,0.3292596606961973,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2066320437388398,17.788522961800428,14.140796304619403,0.4545679748752627,0.4398633288295582,1.0,0.0095127571869764,20.688113111770463,16.592217921033317,0.2381260090853659,0.2382621775467185,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2025143299238184,18.037500804257203,14.428222668017703,0.4500159218981708,0.4345339863380547,2.0,-0.0009022903528566,19.925026700551093,15.752587189694,0.2355026132614798,0.229381020926175,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1813351443663776,18.101366169267784,14.447627202992576,0.4258346444482648,0.4052652752853025,3.0,0.0953993980710856,19.67003614636648,15.597225237873843,0.3243160215482228,0.3495637967185629,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1862363689810452,18.051797513352813,14.372478290744182,0.4315511199526736,0.4101361371316861,4.0,0.0716983003549512,19.89406435822677,15.917772415537897,0.3002467276366756,0.3226427456599652,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1838744909555669,18.05344149300865,14.371270737439623,0.4288058897343247,0.4124024006919018,1.0,0.0905824028457342,19.803165859902,15.92318119629911,0.3188769794162052,0.3142886926220575,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1870991432609152,18.03648016166881,14.330987602763434,0.4325495848023448,0.4107554583021343,2.0,0.0402007026323599,20.23408003576539,16.282813464663157,0.273668733173485,0.307676913164746,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1820131430347515,18.158615097514986,14.4562724392457,0.4266299838746697,0.415261143094528,0.0,0.1085651236552388,19.222039966742248,15.416120025258005,0.3421353386574348,0.3123931766315417,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1897632890334225,18.42822830994993,14.686207046901044,0.4356182837354445,0.4165002105920852,3.0,0.052479770402967,18.25136312003136,14.722693641097456,0.2887461949827993,0.2933420668799723,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1866853055838064,18.13055063090373,14.490904605737995,0.432070949756237,0.4080295693645941,2.0,0.0785235253476103,19.42078118186002,15.48074119238206,0.3267078608614552,0.338265048977561,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2036269467976467,17.622281938486708,14.14217665096175,0.4512504258646361,0.4318503654719297,4.0,0.031277010222654,21.2898091909921,16.858860072383177,0.2387965939617714,0.2381579196898214,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1829495027130557,18.278692634549003,14.667625441367337,0.4277259668917103,0.4044628764398177,1.0,0.0959054841249353,18.84370787645382,14.7393903787244,0.3364422005081415,0.363080015780088,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.186920202384701,18.16635571630324,14.494405464819586,0.4323426909570386,0.4106227775558444,3.0,0.074503077724485,19.363010101141587,15.637603494463631,0.309411563043798,0.3374117977611875,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1930658970075401,17.969275971401622,14.322830112918178,0.4393926456510587,0.4227839230727097,0.0,0.0489423345118602,20.1678069773702,16.17092763955701,0.2630034453475541,0.2625628786310821,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1803896610086606,18.149696510835827,14.494201396167432,0.4247230404049563,0.410127596842215,4.0,0.0839043697508933,19.63778049745071,15.757221513913,0.3149928078517094,0.3115523250546901,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2016063858756585,17.97311345692845,14.24931989811993,0.4490059976508795,0.4285398315589466,0.0,0.0177422486867306,20.07206712251675,16.378816464899007,0.2447330661185302,0.2574516060704162,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1923594666998286,18.019865397199084,14.373848555498688,0.438588037616615,0.4160853349035927,1.0,0.0589403520935875,19.88977117993604,15.954193097181282,0.2985794350683937,0.3100253153717981,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1967748774024231,17.927603019098104,14.36768745108558,0.4435931440490771,0.4220779433499533,3.0,0.0435713959627453,20.228779814750663,15.959760348787032,0.2809741194527483,0.3024351564089551,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2025672104261399,18.16523431516312,14.483999105615297,0.4500746720981129,0.4328315408159657,2.0,-0.0558494836399874,19.8528828953846,15.5998397897791,0.2086791871472789,0.2330365926032246,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1874441267627903,18.036687132932684,14.429624596720796,0.4329481802829077,0.4132789704218795,2.0,0.0708849929827676,19.91786549004153,15.75546575004672,0.3047144015116094,0.3116817018682086,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1940727777182102,18.15382121783232,14.514850421699585,0.4405369199136997,0.4169230321419378,3.0,0.041105840406404,19.368496121536666,15.511537208086176,0.2706075852031188,0.292716168485703,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1988201600146384,17.86838574527304,14.255512707668588,0.4458925431774125,0.4265094264108122,4.0,0.0159514089642167,20.602473897986144,16.48531625064803,0.2455598227130638,0.2646576234798117,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1936958269594367,18.284848823196487,14.580253927431867,0.4401088808429569,0.4205788058309637,0.0,0.0377188398717341,18.852890906861564,14.918550196989084,0.2879401892729452,0.2916936553980099,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2052303138374596,17.900153674778576,14.285208508998997,0.4530235246775974,0.4323099684389839,1.0,-0.0308300328986523,20.709172989115604,16.528285020270957,0.2010073655508755,0.2289648568214797,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1994053667955604,17.946548360068427,14.329373936395717,0.4465482805345671,0.4243389953134371,4.0,0.0321253651380083,20.14897134309861,16.467605267434454,0.2494441222675962,0.2495653037587208,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1867665931758662,18.53968381236325,14.771308059300129,0.4321650069230663,0.409225012309815,1.0,0.0600318062298244,17.784257580356766,14.442737971019351,0.3167968378508531,0.3204888869272654,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1940627720504478,18.0754647391558,14.431687906456483,0.4405255634866326,0.4219715170533029,0.0,0.0244970830130286,19.8696192515488,15.850655628722391,0.265574824189365,0.2733002829861352,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1782505534319187,18.129774966957623,14.476481896329355,0.4221972921088348,0.4009483617064552,2.0,0.0874940961602805,19.779097993185417,15.793023859816817,0.3197726292850738,0.3451370130040573,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1898333286842066,18.05922307311373,14.493488672643824,0.4356986673427376,0.4114794402942919,3.0,0.0869639561949037,19.51066976474848,15.375790411552774,0.3206611396992543,0.3398684848425837,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1943133986095025,18.13326089707864,14.486316068399228,0.4408099348240796,0.4248655759422288,1.0,0.0390662031268629,19.498680525659594,15.479826955442077,0.2749753525978037,0.2685380728349967,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1793270763777822,18.00569911787832,14.358605089947618,0.4234702780805751,0.4015475759463383,2.0,0.109339313434179,19.96619806701641,15.987459995913406,0.3425388947021333,0.3610796977340664,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1848014294333124,18.11438113172761,14.435875853707673,0.429885367818155,0.4035083313739935,3.0,0.0952534623314981,19.41338614410974,15.598281648423937,0.3299029937620085,0.3561421762802936,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1834781815995252,18.294026612524394,14.614157333962408,0.4283435322625503,0.4098762868925437,4.0,0.0518171289976868,19.20548633986888,15.26713034939864,0.2786838905867312,0.3061624455284032,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1840258981516871,18.07620626879932,14.346344126135037,0.4289823984651468,0.4076074624971145,0.0,0.0644992876262847,19.984226769365968,15.98515720053465,0.287934785999136,0.3249325589140836,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.191860456093762,18.12555552981554,14.440956865913764,0.4380187851879242,0.4183880514181785,2.0,0.0459258426313418,19.5902252132678,15.818279823648586,0.2805076137537307,0.2889298282405577,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1837958804002872,18.05409571782232,14.362049763343633,0.4287142177129727,0.4098269844021512,4.0,0.0876839821877536,19.83528127175609,16.06515543902362,0.3090844031418663,0.3069426864065009,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1786410276716291,18.41575306427975,14.70513287031865,0.4226594701884967,0.4041852072351319,0.0,0.0817348315918813,18.60648899638508,14.7674493200985,0.3380642637408689,0.3637621227063037,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2014986058349155,18.073135967855613,14.437386246119797,0.4488859609580032,0.4320932032992542,1.0,0.0047909466079388,19.69495667711996,15.712872586034454,0.2445259217169467,0.2407393210037706,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1766186888076336,18.08816896527589,14.420122151901907,0.4202602632856599,0.4009430460081458,3.0,0.1149004010209016,19.713359156716265,15.869841034814655,0.3457193725163473,0.3665305240981945,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1775752665839003,17.997976467801458,14.33648674168133,0.4213968042471307,0.4030129040264932,3.0,0.113409013293192,20.044023705335487,16.144039575553236,0.3452261627358016,0.3596138053144382,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.1836203913112529,18.30243848720042,14.668936001696746,0.4285094997214609,0.4076332478957868,4.0,0.077707015191035,18.891680417077744,14.939842778272588,0.3094292416825367,0.3323014340909505,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.192127275366659,18.09947342108495,14.425057946918557,0.4383232544690733,0.4213404305755519,2.0,0.0437405571207051,19.68239127000062,15.661146412759162,0.2983790409927714,0.2922833808351958,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2033162310754958,17.771616288005198,14.125604334539496,0.4509060113949175,0.4322556782275825,0.0,0.0071222958475037,20.961552813766485,16.904775778845014,0.2321730547900866,0.235152328502112,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.180829364173008,18.091600035591483,14.464984312474268,0.4252403605244651,0.4060793030909577,1.0,0.079565716883862,19.868384409446204,15.755692992975684,0.3134243799904964,0.3290352523746294,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1964384781125224,18.009895763549533,14.272274848526118,0.4432138063633075,0.4233597776439851,2.0,0.0194540147759456,20.134464161080608,16.287705834314167,0.2463973797704183,0.271064246157866,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1852561774324796,18.323676830196,14.545038408804064,0.4304139605852095,0.4109612447066111,4.0,0.0586385733686642,18.90128507805883,15.411771764872986,0.3038350616648093,0.3124758235283592,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1883401437394647,18.23793424480796,14.568488722656564,0.4339817320894888,0.4096378516025375,1.0,0.0608356117127306,19.04177928945262,15.167327670501582,0.3117777360738436,0.3332400557263094,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1834851339526619,18.21000617582808,14.516873318983532,0.4283516476034628,0.4106612059952291,3.0,0.0777731264262689,19.306165479332744,15.363567390755865,0.3023303347589913,0.3231037658929894,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.1911017397790901,18.223278616452006,14.472098730327536,0.437151849832993,0.4237943828054125,0.0,0.0339486342357953,19.28740763764571,15.45346978112994,0.2657570148992358,0.2624888569456356,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1819654835357996,18.21469170711938,14.44736197189684,0.4265741244429663,0.4121793542454879,1.0,0.0893392732052316,19.16535825296356,15.527921059690875,0.3338844974354302,0.3363919046845863,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1884963610125843,18.04724090781417,14.410577469264329,0.4341616761915413,0.4138091915190915,2.0,0.0706866050341391,19.782631394456487,15.972676058953684,0.2991146644127709,0.3009204621779346,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1827974251004741,18.14767934523708,14.417975735112757,0.4275481554319962,0.4103760623923164,0.0,0.0902836376503161,19.453871174006064,15.657586212315188,0.326354185299896,0.327846946365225,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1969737496196383,18.136066698612883,14.506283527168332,0.4438172480736275,0.4250816798126651,4.0,0.024758979145929,19.39059430233049,15.678497490274564,0.2688144761592524,0.249637244871918,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.1958356563539922,18.13408215812362,14.440123566968277,0.4425332263460414,0.4248068740416509,3.0,0.0339502421602284,19.473479405736693,15.546245951711397,0.2637658246759923,0.2656204101836716,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9050958264592106,6.220518876061847,4.918014989406784,0.9734639560700558,0.970815913759303,0.0,0.3049196637487168,16.632998265949055,13.165034622467772,0.5587839517919053,0.5672493982847424,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9066798255679088,6.132639695248939,4.831901584699448,0.9727792249903572,0.969691104258602,4.0,0.2363969770543554,17.13803139552916,13.683135773710482,0.4935677504835336,0.503668973057038,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9056198748820432,6.164488413139443,4.848877723043222,0.9741546406653336,0.9707910193997168,3.0,0.1261681669092618,16.88636503862946,13.245024503311251,0.3873021609065988,0.400552777822414,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.908064904148058,6.194181714542797,4.858653571428564,0.9732763261351414,0.9705693972692918,2.0,0.2076711329508311,16.365782915795677,13.089731366906474,0.4625573019943541,0.4605121989839595,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9025547039601908,6.164254951343117,4.868850175791046,0.973737147535146,0.970951213224594,1.0,0.3259708314651452,17.828086972250098,14.227483409090912,0.5810702673889789,0.5944863107717622,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9046143389619524,6.193491579756185,4.881429461457211,0.9736787695797128,0.9702318358149123,4.0,0.0848793170639686,16.841843347193223,13.227614897579144,0.3477594730165264,0.356232747767892,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9046080891902806,6.184033841891313,4.869347133406823,0.9733995636515138,0.9708258951108276,3.0,0.2763860226838516,17.344116363711297,13.926671312803895,0.5363876014426228,0.536548778553536,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9037341444801984,6.148302172200928,4.846975580168759,0.9733171720792348,0.970014140190108,1.0,0.3325792484928326,17.36536600090112,13.865255514018695,0.583575257241489,0.5965024322508353,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9021979014057574,6.201302348320981,4.916356056766333,0.973404773956996,0.9702409113478048,2.0,0.3314321414016012,17.336824049883404,13.630644323144097,0.5826710545977238,0.6038872545159075,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9085441682659948,6.125928747373353,4.835106976744183,0.9731727979346494,0.9702499830881076,0.0,0.2296719219246867,17.10839362371155,13.627582559774972,0.4853877004108866,0.4918467034592942,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9070373083043126,6.201633961766481,4.922575316804404,0.9722472169190868,0.9696837170796456,0.0,0.2531306159680188,16.744029366412818,13.17149496753246,0.5190574475228544,0.5201438920217278,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.907535926687356,6.099639718958386,4.782805304740408,0.9735895166552556,0.9709376684137104,3.0,0.2246498443231577,17.095660821503362,13.784898634294391,0.4794675211802666,0.4792561120768555,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.908480175243172,6.193208937120979,4.913418635607313,0.9730179173107965,0.9701398715642036,2.0,0.2605351859887711,16.361556256880142,12.86662277070063,0.5202525195076594,0.5381364562148785,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.908865679598326,6.181944594237883,4.878663869863,0.9736802164753078,0.9708762988518356,1.0,0.2187754618896955,16.22856141173616,13.019954050073643,0.4713427712033449,0.4675035408946039,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9069518009210964,6.1363496662792985,4.831176879910207,0.9730442299483792,0.970124666350476,4.0,0.2594791845274085,17.21998549427886,13.688546379044691,0.5113874904201456,0.5201971484652571,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9051982211818542,6.111785471218368,4.799828018223225,0.9723332748303092,0.9700681821015584,3.0,0.2410848453330014,17.457656464837047,14.046806814814818,0.4914260257513918,0.4905004075690136,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9037417098135576,6.234651412318293,4.912106329113927,0.9720374398165929,0.9685804987637486,2.0,0.3279444859809373,16.63184010600454,13.18472971962617,0.5745827388442304,0.5947563859898545,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.90948535319582,6.089701615488336,4.800442782608696,0.97350354159015,0.9705117228061828,0.0,0.2267390856450168,17.184055247006782,13.641345325779035,0.4854773280751752,0.4906930879285551,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9026376486121988,6.202200291166383,4.914578516624037,0.9724202241579882,0.9692668262106522,4.0,0.2832865095854755,16.80665230553044,13.115374789915972,0.5577540089101722,0.5590224878922366,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9040350568433366,6.187356977283534,4.876539547130066,0.9735092298076476,0.9698035998054952,1.0,0.1309796432847726,16.721045733902624,13.182928195488724,0.3766697157966578,0.3832557103499341,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9073556713650442,6.24675208617839,4.93183820352473,0.9727945874416544,0.969392406291389,3.0,0.2522305457154649,16.21804918678936,12.950695833333336,0.5105936108726843,0.5194696339444911,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9080044115278392,6.110803822030773,4.839517433276549,0.9729505979954776,0.9700355778781896,2.0,0.2664552704033799,17.241262470090966,13.473185373134331,0.5232169609365233,0.5216126902812102,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.90879242666476,6.14618665432426,4.869903784403666,0.9725923391784096,0.96963171053478,1.0,0.1943899831714819,17.48979166039319,13.942683551673946,0.4507414018849123,0.4462034204652478,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9025899189658384,6.170421560561083,4.854171594508975,0.9727742428103012,0.9697198781208626,0.0,0.3486332096760621,17.271228844073534,13.846728119180634,0.5925253446663064,0.6136461356812609,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9065660678111908,6.104577273408153,4.83442584269663,0.9724069556834728,0.9691836376266088,4.0,0.2381041708345148,17.665586072077666,14.082580337941629,0.4983687614858074,0.5027861605746706,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.907501878985722,6.254198275060596,4.935940171919772,0.973094033390718,0.9694045445374648,4.0,0.2272570376378153,16.22726596795864,12.958937609329446,0.4872885742511293,0.4956153181283405,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.90402192172927,6.311560394506451,4.95861589861751,0.9724117274372476,0.9693558899335006,0.0,0.3237292654901506,16.004326429138377,12.693841151079134,0.5734442965831272,0.5814102658113659,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9043759448487874,6.187235501358377,4.851620693333331,0.9732085338325872,0.969978908129762,1.0,0.0910030472805191,17.171834868457374,13.564378057553965,0.3661620730282462,0.3743681372974762,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.907663706897032,6.268207842431838,4.90635184770437,0.9732082813757116,0.9702264320177992,2.0,0.2328094135552815,15.950949309528967,12.770072248062014,0.493341761323016,0.5004798888216978,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9087752144149124,6.20750912275055,4.894078413597733,0.9724244198212224,0.9699764088148872,3.0,0.2270646456252335,16.568751550763594,13.255014714714711,0.479273213163998,0.4871381404204345,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.903138449251923,6.312305816810961,4.970304466230936,0.9697175374945456,0.9658503663847816,1.0,0.2907586941049237,16.529298781560094,13.006368067226887,0.540769812961343,0.5566235461812957,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9029581580004558,6.16717732313386,4.841408450704226,0.9701715554270678,0.9676550943741634,2.0,0.2401895166879019,17.52249180327597,13.96983493810179,0.4945172332922611,0.4940182634053757,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9016556647751726,6.352744869983012,4.976425905598244,0.9703393187232509,0.9680594714119126,3.0,0.2782321009471874,16.74572801616763,13.387609195402298,0.5427626546614598,0.5337251819129782,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9024210247634548,6.3619902117266935,4.986531937734836,0.9692152096860032,0.9669294622532472,4.0,0.2204158051389969,16.75758245326028,12.990132042253522,0.5011317899709022,0.5141180438855901,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8994412683855133,6.291494931465512,4.917276227678572,0.97060133017866,0.9674415494285176,0.0,0.2944617132393393,17.59593503691012,14.147425665101718,0.5547475600053572,0.5590168844478836,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8980804125487932,6.223032927583414,4.842640997830802,0.9695948403062415,0.9677649379254402,4.0,0.2243697047381982,18.25732688907614,14.897642248722317,0.4741695320767327,0.4489644946119087,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9049785842619836,6.3770585729759,4.980021029330379,0.9698042236311252,0.9671743617507558,1.0,0.2372562657135439,16.083420395755454,12.579764423076924,0.4937069432923471,0.5057398032342377,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.900515872603234,6.273049999224061,4.9220807627593945,0.9706293802953452,0.967889394123123,0.0,0.3203076097242363,17.152974728828802,13.781331790123456,0.5684645312118932,0.5638655808644126,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9003396539226484,6.37250555212339,5.021458805355305,0.9695951940306662,0.9665872304265628,2.0,0.2062143012295536,16.47792261138861,12.673615541922288,0.4957388794351451,0.4991505604322279,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.902719458144178,6.396904123589096,5.016665013774105,0.9688782842468548,0.9666731969047668,3.0,0.2575674884176494,16.370165942413134,12.908683441558445,0.5134377095959999,0.5283606164630709,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.903556957643108,6.278328111839285,4.928628112894301,0.969351843967315,0.9670126645641548,1.0,0.2294450094073217,17.480952431302153,13.745636217948714,0.5106331727129941,0.5065803069541012,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9023449846505496,6.270056591952603,4.915908059023836,0.9704986365336952,0.9683189162487474,0.0,0.2540562998489793,17.343628852270836,13.73481763826607,0.505738917252875,0.5098656660261403,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9021593811249792,6.268087464621625,4.952392996108952,0.9697996469846772,0.9670613021540218,2.0,0.2803563381513683,17.21355866972165,13.375705696202532,0.5306352202061327,0.5405516272966551,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9074610362880752,6.228157193723236,4.849593341260404,0.9696875938249468,0.9671831691006768,3.0,0.2191192228762907,17.021084180418782,13.502449933244328,0.4853671734171568,0.4838543873435722,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8989245229649149,6.23052907406592,4.869827272727273,0.9707361248470898,0.9686638425773092,4.0,0.2508591178441216,17.80478750584635,14.437657754010695,0.50461883052706,0.4809441318180406,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9094617570743216,6.158248625469869,4.863786315199111,0.9739064518841164,0.9714162368803264,4.0,0.282200693903766,16.28245149054527,12.929496759259266,0.5325081700797798,0.5487928509157278,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9037826832162628,6.109121685009534,4.816723517276945,0.9737576116016896,0.9711996943238824,3.0,0.2396118287943932,17.89682731274955,14.51182052845529,0.4897664450819508,0.4480365047181622,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9056139942258944,6.048329359010518,4.77853165137613,0.9733880216005008,0.9703811874501214,2.0,0.2191210600565011,17.92680738231937,14.169329112081511,0.4815029982227409,0.4772110077395186,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9055840531673264,6.204628770435281,4.901558083511781,0.9732227405933728,0.9705717830343896,0.0,0.2954872673809039,16.746032754147596,13.271500888099473,0.5512455451981528,0.5577697838930706,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9045918246444804,6.157570153434668,4.866039256865893,0.9728622022400992,0.9697322629264362,1.0,0.2832640836818052,17.36969932046349,13.618665853658523,0.5409423439256792,0.5479317413781017,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.909071809005354,6.174302448828388,4.884757526580868,0.9737753694641152,0.9709039855614576,3.0,0.2411693004965904,16.395392650979677,13.054742391304355,0.4944797594743419,0.4975915867272458,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9089052422771192,6.074278183240751,4.819688580931256,0.972963001267768,0.9706956713856908,2.0,0.2146162398012175,17.348735590942024,13.73637464114834,0.4858225845148611,0.4743848605532866,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9044661519937156,6.244184556009288,4.949847806122428,0.9731332583667562,0.9695558299423926,1.0,0.2774258484520218,16.131297423066865,12.61777176220806,0.5408238498840198,0.5533733536744724,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9046855796838204,6.1805881151719335,4.864837640750644,0.97392201931161,0.9704690832482054,4.0,0.1212574743981579,16.87893595135037,13.3293148409894,0.3848077881340278,0.3937401819997818,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9097758996425171,6.180628819544154,4.85342076344708,0.9730220842835088,0.9699379248832584,0.0,0.2245193401742481,16.695168926996644,13.338899287749282,0.4796059017664835,0.4775874656980341,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.902784887007917,6.235465629781645,4.920509271523149,0.9735785624573704,0.9700567082853468,2.0,0.0503060625772132,16.882319937604564,13.073269658119646,0.3364051662900508,0.3495671761962181,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9044483018638836,6.220831923428215,4.939505028512162,0.9731402331333228,0.9695602179404734,4.0,0.2788975743187817,16.551066982304466,12.947786254980077,0.5286810286122952,0.5387961265459305,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9096430240993096,6.1735105366824055,4.903272107322522,0.9732895943036246,0.9702914170302754,1.0,0.2506122341355349,16.317445218644295,12.876010591900304,0.512441326795591,0.5275186267351496,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.904844415173481,6.179933045144122,4.861737388568413,0.9740587975157032,0.9707144669934163,3.0,0.0957614399873613,16.809717675899677,13.27691354961832,0.3565804018591582,0.3628027318412343,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.906332580817034,6.137537056290145,4.843248334274404,0.9732497182017544,0.9702557765381964,0.0,0.2659155675525499,16.903217298629773,13.534290303030298,0.5163634469360182,0.5134727008259361,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9064204899281492,6.131645625721263,4.83848107798165,0.9725712218322208,0.969414889787064,2.0,0.2647907327115278,17.282961344116973,13.757121397379914,0.5157796329919622,0.5207238043381479,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.906845805096626,6.19595827931394,4.89070186263097,0.9724122742691552,0.9694765399281704,0.0,0.2375976778896986,16.800022394379987,13.309643478260869,0.4962152170042032,0.5010903057777822,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9049611674112464,6.009052295273096,4.771483800801369,0.9721383045477512,0.969019664984494,4.0,0.2518327203796118,18.075130089944608,14.23984912280701,0.5049870429867565,0.4909220831725057,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9042152116906436,6.245339847147636,4.935402895442358,0.9724915071571144,0.9693245175879716,3.0,0.2861555003713583,16.44037081167487,13.046741696113076,0.5376512529491149,0.536699726322475,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9052268512841756,6.134582952981418,4.860280067189256,0.9726887988987648,0.9695871249630408,1.0,0.251225068077873,17.567353419045318,13.86900868217054,0.5031321007380818,0.5141890684660444,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.906815842127464,6.182473906886703,4.876758511837655,0.9718696111877142,0.9690369514482846,4.0,0.2527811191164717,17.121484195794746,13.68313272450533,0.5033642834562366,0.4936612010367895,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.904500151863267,6.210305664766567,4.901029368421057,0.9729959532824956,0.969557841248195,0.0,0.2922623469312785,16.667204578137625,13.178477212806031,0.5447022400214873,0.5611576554491599,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9071958438483092,5.965643045113273,4.703117373619986,0.9724518882219388,0.9695999309202044,2.0,0.2440224119144066,18.249496004181808,14.488309295774648,0.4953779525213756,0.480206976951379,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9064961279231326,6.126786625670702,4.827240280210153,0.9729467378967926,0.9698152236357024,3.0,0.2901152719089788,17.059193411031664,13.5848217270195,0.5393761704012852,0.5286522575484078,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9082458725899668,6.234905567153932,4.933767137210616,0.9727710819547396,0.969801526009458,1.0,0.2741373741885191,16.0963229954094,12.721087575757574,0.5254278040652862,0.5338801763043032,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9049203540267398,6.086437484531223,4.835770154009551,0.9731632795591332,0.9699333571144276,1.0,0.2996153645573457,17.741889611460657,13.846848905109493,0.5510895155112499,0.5573759153496636,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9078126255886724,6.120887483638706,4.837993203342616,0.9725826133657596,0.969515971631524,0.0,0.2552586386503656,17.33903697881653,13.7207751572327,0.5098322855880475,0.510082541657018,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9066695415661552,6.165282495932801,4.830149629629632,0.9728503694697016,0.9696456805625412,2.0,0.3085591999724094,16.665802472007645,13.451444378698223,0.5641731281668954,0.5665706787415413,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9036480647953176,6.121227859549499,4.839332863340554,0.972766465245824,0.970114689404616,3.0,0.2003248969197045,18.649649236767047,14.9471761499148,0.4501117414050599,0.4465339675100498,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9068806887777164,6.161929450554134,4.864566124509255,0.9727502957737784,0.9699544821811122,4.0,0.2557077430671068,17.13301746263088,13.54357160493827,0.507587549075831,0.5251290464232998,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.901848330703285,6.275469334140188,4.948502145922746,0.969357924101981,0.966756817634789,2.0,0.2405237722919523,17.77424578217654,14.097830687830688,0.497778819707948,0.4924766293136047,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8996438721527479,6.32014839309334,4.962282473057286,0.9691076508967632,0.966369253617116,1.0,0.2407899516414872,17.626197243194234,13.924306886227548,0.493560713679366,0.4973275659677993,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8995982940100564,6.364552693080386,4.993257173219979,0.9690394968445756,0.966595979887286,3.0,0.2583560833179406,17.32836279903794,13.686234972677596,0.5092681686966429,0.5008703323759316,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8983587034706144,6.244510034790813,4.858615873015872,0.9700411988509938,0.968253198868632,4.0,0.224097358865024,18.186397470974665,14.759951940850277,0.4827324741464694,0.4478100790639197,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8998538032501098,6.203927066015449,4.874764298093588,0.9697516781326228,0.9677160967962264,0.0,0.2388772448174858,17.827280601931413,14.06294285714286,0.4964786660887238,0.4944393474297408,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8991542898532194,6.138831294193121,4.815311342592593,0.9705708360223688,0.9686664214291368,2.0,0.2330454943935043,18.13319143061859,14.535928876244665,0.483911549788492,0.4605851059242246,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9054698277453496,6.156882609722831,4.843972222222224,0.9701563133541484,0.9675802808662624,1.0,0.2308330282741808,17.81397666050121,14.244039829302984,0.4975380286439073,0.4949550232149212,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.900537223668833,6.257423179285962,4.90224320083682,0.9701464414091474,0.966816229554247,0.0,0.3363113482407505,17.278178133548792,13.715167630057804,0.5858649977089894,0.6068969844781434,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9042361007738328,6.260066920607415,4.894636156907332,0.970347963585243,0.9671988882233428,3.0,0.2419187761791893,17.07726962117439,13.524252976190477,0.5008937739309955,0.5089505044587319,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9032944670563724,6.366191156890181,4.9573016411997735,0.9699103125293946,0.966679776251886,4.0,0.2470525379667388,16.339928340055,13.165576807228916,0.5057250903350898,0.4983253592542061,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9028313023587584,6.356741940970011,4.999055585831062,0.9690989744299032,0.9660332506477274,2.0,0.2761430966620646,16.39075432483961,12.945642617449664,0.5398134299575248,0.5524811226331853,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9021223751307992,6.300800676336885,4.959787927350428,0.9701111011432632,0.9678765232853132,4.0,0.2734911210886953,17.147248375616957,13.564128801431126,0.5276924762675308,0.5333251089443672,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9012591641099033,6.278774792852584,4.925993077742279,0.9692874585702071,0.9666796998529096,3.0,0.3151993125434141,17.024994566706425,13.455660036166366,0.5627951439588732,0.5788218685111803,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9010691698270582,6.240423924662559,4.864878615995463,0.9692540154868576,0.9670890637558264,1.0,0.2256735537857447,17.360439573815746,13.905657185628744,0.4927325442819009,0.4824730711482641,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8990367285989527,6.327203187689083,4.954370569280345,0.9691601439867332,0.967026312893223,0.0,0.2519463289214633,17.438803978242433,13.869070298769769,0.5024566996938091,0.4843297376375428,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8957741327099393,6.505683337627698,5.136913311058488,0.9678131392824132,0.9646631629953512,2.0,0.1838637852790594,17.384075905761787,13.861854371022163,0.4501638654542834,0.4389351827834872,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8939629542586152,6.434185985979886,5.078515643538561,0.9678010240833528,0.9643557898988084,0.0,0.1889075959247108,17.952051678857835,14.27340317992273,0.4546739889174891,0.4547875619134113,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8961241034246296,6.603746528459298,5.216062644918618,0.9676203782256724,0.9640999839834338,1.0,0.162848364053271,16.812672291057495,13.422230192694256,0.4182724709159895,0.407944243541011,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8961749644389517,6.457546424193702,5.127448361638803,0.9681851837141198,0.965346545196732,4.0,0.2047952704609614,18.07270529367912,14.243291506352072,0.4612223227802727,0.4486097673088806,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8957415318188282,6.5955366349905615,5.190419972060939,0.9673862828348307,0.9647887760069308,3.0,0.1911242693065739,17.396010103718908,13.807424530075188,0.4604249897688809,0.4567378220541976,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8938730113309499,6.606419025276859,5.218045337225383,0.9667664225612752,0.9636899477671604,4.0,0.1970811550618078,17.12427066060149,13.648981674498744,0.4623354873737103,0.475665111914697,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8950748591703481,6.489851469948927,5.153866453808126,0.969092772417663,0.965953276691412,3.0,0.2550793508517909,17.542385884290432,13.823421951439546,0.5278157515632517,0.5257128304149793,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8964798044650371,6.414789789454415,5.085723082834476,0.968737626870237,0.964912630233551,1.0,0.2431750966163861,17.906664797956214,14.361423844074482,0.5035631837189161,0.4907771534503816,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8983564532987944,6.427321833261292,5.077657460590664,0.9683202692090466,0.9649994798203104,0.0,0.2043226368035587,17.904806398032374,14.249426247577524,0.456779512037594,0.4530325739981113,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8964682804785922,6.583519678417509,5.172923276854915,0.967201093013156,0.9632559343807748,2.0,0.1876113650665503,17.265919304027346,13.91330823990355,0.4574904607814986,0.4514379608729628,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8913335875526782,6.614242011361586,5.214817150785232,0.9679488641790912,0.96364575416591,1.0,0.0375333176381791,17.4580134920937,14.021080178460997,0.3498806502598606,0.3330599688620021,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8927854355569861,6.348576715999354,5.014660848255538,0.9684269031808336,0.9652387381560792,0.0,0.1553644804342006,18.9469967858512,15.310872578480453,0.4044237223353472,0.3938049658094187,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8950852966104695,6.537140892854115,5.17359435777111,0.9680103725373178,0.965223390947024,4.0,0.2022554183298666,17.66015707092978,14.12152508171561,0.4564116021562848,0.4523391662403483,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8949377747815119,6.50693595199216,5.133132982754316,0.9676806096605955,0.9639557640157398,3.0,0.2392624774473466,17.702239161725434,14.161301433279531,0.5091643082792752,0.5117838445499131,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8930865192808246,6.424365359493235,5.06263459860551,0.9679695876188008,0.964629600797174,2.0,0.1468440932473506,18.20138196284081,14.44984347616762,0.4249987659450192,0.4349524227634633,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8945200799527919,6.696030148853836,5.250877100373753,0.9657810941672312,0.962132748645799,3.0,0.2003212089082793,16.77716304870077,13.452871822510822,0.4538650861278732,0.4504319245664568,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8970045069367216,6.566455902312447,5.196859354977557,0.9668198857426836,0.963912716652476,1.0,0.177565673505548,17.282678593009017,13.669249313186816,0.4405988172326943,0.4536340961115306,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8897511241486128,6.616431527215615,5.239352415644177,0.9668565286396836,0.9632470411642284,4.0,0.3362807799768782,17.07376019549989,13.399732809022554,0.5842102946898478,0.6067239206665892,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8938943621726578,6.385255477015968,5.0340898325697685,0.9679577951839518,0.9646305289999276,0.0,0.1509624557626161,18.365530634841207,14.477563724394784,0.4401208062275124,0.4451819615817459,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8931073479785981,6.5151652638806095,5.150339581074483,0.9669385755379584,0.963674071155982,2.0,0.244903457324523,18.15557560286458,14.01182356994357,0.5205755793724753,0.5451524277911745,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8948926637397743,6.608663988880558,5.21834052926559,0.9674998641710986,0.9642297317671272,3.0,0.2400113584540069,16.954452264121695,13.504162931280298,0.510243310166308,0.5077935305148582,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8974794013214211,6.437259145855142,5.078374741712944,0.967997826364281,0.9633808469518036,1.0,0.1992220897968892,17.84710684024479,14.094559626778402,0.4528079699043443,0.4622750586153296,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8953385547278131,6.500352660727963,5.118279829481591,0.9677152637362062,0.9639056344387412,0.0,0.252622511225118,17.513568987439285,14.049113256484148,0.518691625643884,0.5194745189050666,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8955203290632128,6.546484605215368,5.169529725868956,0.9669732249271784,0.964160636823748,4.0,0.2000599667708882,17.60938928768971,13.839229104729734,0.4674451745392121,0.4639952803580498,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8954742501185156,6.483843589235264,5.115280361302592,0.968111321241334,0.9646263347806132,2.0,0.2336412760460569,17.61836602430627,13.92716912420382,0.4840553482080675,0.4898776423407011,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8951452375636898,6.402625401100715,5.048428318782348,0.967929330022469,0.965133272487045,2.0,0.1956734328785957,18.63125373184589,14.885556082474228,0.457537738724707,0.4559881520521451,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8970246525338992,6.451842188072344,5.069704573831886,0.967878734817312,0.9640120222590554,1.0,0.2147636624461826,17.891389943721897,14.37341547520796,0.4865275662313389,0.476004265512157,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.897346517091298,6.457256779257331,5.098654601982431,0.9678361790563278,0.9646661710468942,4.0,0.199762521118415,17.80303049644121,14.196939231544476,0.4539526814911925,0.4518010887188187,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8970314643583208,6.474914165852892,5.124515570467961,0.967348843478354,0.9628449071893695,3.0,0.2191243093522585,17.673198010987,13.91144629173509,0.4729807824236811,0.4847457649174596,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8936800796013951,6.546447117028641,5.137396928638119,0.9666161121394236,0.963184973308295,0.0,0.229245231136402,17.778626531990525,14.292378055432698,0.5017163564846181,0.5106776212986252,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8924494260848468,6.469385446776935,5.086757377238148,0.966199861336915,0.9636401926161752,1.0,0.1896507196793285,18.819042198364528,15.019995512820516,0.4531474319900549,0.453608870783249,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.891811367820896,6.623947618155328,5.207511497424576,0.9650833113311956,0.9624308186478044,2.0,0.2504961546919111,17.358193452155906,13.748655196553582,0.5075659616775922,0.5107091114655807,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.888131194800149,6.566999349235846,5.126991670170127,0.9634548457924152,0.9609744881660166,3.0,0.1500234986379188,18.13242905083029,14.386996721311478,0.4338518242455471,0.4494445404015192,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8916098891656309,6.4858175781095015,5.111805645306048,0.9639930015090108,0.9607381912050544,4.0,0.1829683432315756,19.374714316957768,15.398500223992038,0.461616391619122,0.4527092769034205,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8926762148460271,6.603166776936272,5.227864679845827,0.9654024606198373,0.9627972885705264,0.0,0.1970591635009591,17.841518143897765,14.10266208010336,0.4711678605648215,0.4562340819964784,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.890277625516788,6.650120898223279,5.222774599691768,0.9643259734270564,0.9605094376286236,0.0,0.2390946895787733,17.377002500734175,13.945273664630326,0.4910253848698875,0.4813890421653938,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8918158242180311,6.689511484694509,5.241451992143658,0.9635437731704328,0.9604870950054172,2.0,0.2103659582197866,17.394597536568142,13.704046738572162,0.4691559439933896,0.4811206687918935,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8908181466579728,6.513906585461466,5.12106804450282,0.9635990057513854,0.9611113097397984,3.0,0.2134797021520496,18.93309063440104,15.12353450744559,0.4737765032027491,0.4469523227060034,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8879462799393465,6.666425294857685,5.232494355468257,0.9616107764637072,0.9588776070129836,1.0,0.1901445663308113,18.7606631874882,14.801938990299822,0.4484547679418715,0.4544627821152494,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8933280198503103,6.3677336489864,4.995930154589369,0.9657993565161812,0.9629698989115894,4.0,0.1765457699115659,18.774646732357763,14.98006990422231,0.4333961277902053,0.4235568990565144,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.893156843790627,6.560095315709134,5.132908617293944,0.9647228030675918,0.9614922609831874,0.0,0.2017080125741569,17.892227638399817,14.234972372372374,0.4632526993832015,0.4750623281254884,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8931198242333445,6.643925445855251,5.191991652260464,0.9634571176448846,0.960002940378756,4.0,0.1864590169959363,17.675419522484393,14.17778572593801,0.4400193658834019,0.4276703839518184,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8926512092384984,6.572702568215931,5.142042532651903,0.9651313318145486,0.9625834311764584,1.0,0.1828017063802014,18.06846550787378,14.383700209665957,0.4465160542314633,0.4434944405144509,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8947049160895176,6.620358843248467,5.195738148573616,0.9652801468464952,0.9617356974854372,2.0,0.2093599055293246,17.11680237447781,13.735711400966188,0.4822938066422285,0.4730523992376486,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8929340522855529,6.604750979395268,5.153994513340849,0.9641891828863108,0.9622493309592808,3.0,0.1506886955623813,18.41686243462011,14.7508165398275,0.418051800403972,0.4082119637727239,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8915202938495345,6.630272993865503,5.22661574390083,0.9684056974801734,0.964713399944662,4.0,0.07414368270621,17.153081734010318,13.66882102585257,0.3283010234651049,0.2849316641874639,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8940705457106433,6.425845830426423,5.07307956144867,0.9684153460720392,0.965603282699817,3.0,0.1213382326445313,19.08371858373183,15.356134168370811,0.4172607696714349,0.3911084330250562,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8985794105992346,6.533411581883343,5.161429166666651,0.9680000820299428,0.9644486724143548,2.0,0.1990391684610268,17.09538071875784,13.592227754534294,0.446630846283123,0.4438295848510915,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8953373503684696,6.3503802634481525,4.996076900502826,0.9672999268551064,0.9641793037478495,1.0,0.2111932880835705,18.653370633963423,14.95372671066995,0.4614434248702019,0.4450604626161715,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8977337710382407,6.49182479640284,5.122887464391995,0.9684107352092648,0.9657394900552276,0.0,0.1883601735036451,17.713661395338793,14.15936215030927,0.4416675128783077,0.4289652197093072,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8952354004674652,6.573960952101262,5.21425977989448,0.9679498112114098,0.9643679102927366,3.0,0.179626325597758,16.730427354662545,13.194065735441194,0.4339090957432658,0.4277161644492553,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8907194601060863,6.52421550194255,5.195166308140919,0.9686675283639348,0.9650127554638984,4.0,0.3419636926935206,17.553329283284217,13.623490555907503,0.5891889604806924,0.5889748893538705,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8913435067786675,6.580425955547832,5.198745832645563,0.9682024460819212,0.9651295381961716,2.0,0.3266493700256148,16.996308040606575,13.437978583627007,0.5773196018518,0.5923231592942901,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8959328213887122,6.289009068460586,4.945783029952498,0.9686877627839524,0.9650876495189892,0.0,0.203849312230651,18.561662770522737,14.983898958316765,0.4523900518699956,0.4381900730395389,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8934455963345143,6.478549470414154,5.129454647450625,0.9688542556294836,0.9661779247841747,1.0,0.1974661987285716,17.964809136829476,14.116189568268018,0.455838707976263,0.4466106356511294,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8938806965152244,6.273778201831511,4.976329204639945,0.9689367909670832,0.9652214000601632,3.0,0.1664824616920782,18.871918400936103,15.101019848059844,0.418441112149287,0.4207624604292622,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8940312279586862,6.5012372119985296,5.115971198261316,0.9686378664678834,0.9660711099961392,1.0,0.2892155181932908,17.179427878055403,13.81559002396932,0.5383055179733178,0.5266734966746509,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8977481255318235,6.34983102204888,5.012945404886921,0.9683281405941214,0.9644612930075394,2.0,0.1099168216481848,18.71533360119467,14.894063047080987,0.3930655967136911,0.3998031876420958,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8914527828736174,6.590792776156202,5.20652500598453,0.9687782237817386,0.9646492364514864,4.0,0.0996986941784422,17.07116778671798,13.652460304073433,0.3580324934855348,0.3277452525126249,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8985245634620302,6.499034790189146,5.1181556525622245,0.967295524016382,0.9645807781866164,0.0,0.1394172185840833,17.979856984892848,14.53828424153939,0.4232302503953957,0.4079392126057279,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8977230236325899,6.520714649742932,5.132730402839887,0.967394340553741,0.9645118384367746,1.0,0.1888842054640278,17.39016406682604,13.98722267681499,0.4493730364916352,0.4441366966394056,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8950869044750802,6.315866766086041,4.989311566837203,0.9678255844249088,0.96420014503571,2.0,0.159294110444525,19.366693173437675,15.507631028396208,0.4192289317106294,0.4005028491746912,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8914451234543389,6.491514785841745,5.11681268140907,0.9674215490380286,0.9645203051404998,4.0,0.2253703576549207,18.127114418374365,14.469431769547317,0.4775596850311608,0.4657500141515566,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8918493679227777,6.601877000319031,5.19017172979422,0.967127752915696,0.9632579459584196,3.0,0.2708630727040827,17.07894964867304,13.53641080567114,0.5260283429296382,0.5277825127649333,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8956217829468058,6.673463469476222,5.25033216520894,0.9674104792209272,0.9639752952306396,0.0,0.1825926031579222,16.60764639384926,13.1130222991487,0.4524353236246117,0.4552726563835835,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8958733615450588,6.658921425629538,5.256663364112163,0.9663314899706128,0.962742972148032,3.0,0.1917542098155172,16.88160726880412,13.25871888289241,0.4557687633213596,0.4761811326086063,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.896540234741676,6.423894342740545,5.062856808259104,0.9673565988782192,0.9641767322810144,0.0,0.1932958758600429,18.005430142501336,14.41208951835956,0.4490443391508579,0.4441789754579802,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8952325421176529,6.412993519581468,5.057224907377751,0.967598994570357,0.9643208984476976,2.0,0.2075803087247453,18.227897814784026,14.625678294693452,0.4606198034788519,0.4453928376107021,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8896100407235075,6.644918070236963,5.247883814401238,0.9673034215086496,0.964014500059866,1.0,0.3137189047318663,16.98151689577052,13.504727485945764,0.5640749042735029,0.5815912594292523,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8931951926691964,6.444191328734785,5.090937469876493,0.9675124668964624,0.9635138421661488,4.0,0.2537316349520381,18.46380707029549,14.63540581784386,0.5154025160431976,0.5190629116535935,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8961312327026048,6.568036318121419,5.182650629870133,0.966838944748111,0.9639907420816336,0.0,0.200509979581468,17.39410723495413,13.726424365197644,0.454106220240585,0.472846720015505,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8947349280855187,6.648631906230655,5.2373861562314605,0.9665521398006288,0.963091215342578,2.0,0.1576375047941096,16.75628234277412,13.234542259219475,0.4223602608567733,0.4176932148861132,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8964736732448829,6.486953377972669,5.076189468822801,0.9675488672575177,0.964772638235,3.0,0.1800822980762256,17.86471393493067,14.248249425458146,0.4374455276197143,0.4607102740902183,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8948273701957646,6.671668652616463,5.268016308034018,0.967145387902172,0.9634149014350816,1.0,0.1497395800261239,16.60795288545174,13.17283358027312,0.4250326800487307,0.4211767836599467,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8964930225468003,6.398067629188273,5.027055764326223,0.96765786751145,0.964567657863531,4.0,0.1825385916626751,18.170733440166035,14.532061784760115,0.4355686280611192,0.4511738397008117,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8907631414795185,6.78314153081338,5.257184716618635,0.963698479236392,0.960407428813391,4.0,0.1951514333290941,16.801822069401947,13.458441762452106,0.4653976167841283,0.4678054828941749,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8879301987525455,6.7018602516090775,5.263451885130372,0.9649855932072948,0.9611629923735818,3.0,0.0355900900005672,17.59992400586767,14.101000927643788,0.3109231558417272,0.2850610698284613,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8930935044224482,6.553665475703031,5.137080416900354,0.9641704902439262,0.9610969205738096,2.0,0.1990535562624997,18.150239578998143,14.403792335390946,0.4589530636432286,0.4534435123480484,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8864579546423015,6.8114530372540365,5.329919097222221,0.9641996887973648,0.9610810952937364,1.0,0.2912537151308981,16.47052584603738,13.077727469480944,0.5474228684266084,0.5597588517877224,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8950398869743047,6.608686397300756,5.198155384615384,0.9651525384161505,0.962104500611277,0.0,0.1572815050285967,17.282667039383526,13.719427191956978,0.4388481978920941,0.4420225148797905,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8960495957080369,6.509777768388668,5.088573404454427,0.9646660824593718,0.961663108359903,3.0,0.1929849930810162,17.945346225768656,14.38504876923077,0.4495421779552307,0.4371662431692882,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8928617347638299,6.594230876208947,5.183253778150006,0.9644869185338478,0.9609754549815216,4.0,0.1638647975712132,18.21326657108344,14.372554635416668,0.4369565958442425,0.4509003962541343,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8860733284783202,6.812659860959252,5.342678041200496,0.9648348481208964,0.9610384525312128,2.0,0.2819254386715366,16.63032379060039,12.964522056042632,0.5459486091800263,0.5603286897724513,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8893131722913904,6.636652078326672,5.18396286031042,0.9643946198765648,0.9617139933635258,1.0,0.177753286071189,17.90500911274031,14.267347315257844,0.4332088702407086,0.4413861962095582,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8912436757508885,6.746673759917052,5.265151205902077,0.9634410558244288,0.959808136587046,0.0,0.2115618081843964,17.00706618281668,13.56463854892567,0.4909082572884334,0.4913641269559676,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8980681425772432,6.361610242877398,5.004719015110142,0.9674334161134276,0.963811476805425,3.0,0.1764474619115451,18.4419785270234,14.687795972222224,0.4348097623958371,0.4311048836620316,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8877639427519668,6.621105696557059,5.223908281836907,0.965595410194945,0.9628317258813766,4.0,0.3164466949558753,17.798076659455106,13.779994635193136,0.5664595534823995,0.5696781453114464,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8878566201545561,6.710214684590448,5.28081491069863,0.9655420869032462,0.961506293038595,1.0,0.0208769716012005,17.5439208551036,14.12392059748428,0.3477721445035505,0.3339790398590708,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8856173341589892,6.7779425298021705,5.307685238597282,0.9649224120029808,0.9617809053198952,0.0,0.0885859685701295,16.98690905890002,13.6536065855181,0.3492275845716576,0.324323465978516,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8914283266299777,6.6416798949317375,5.181766160479937,0.9643361529781034,0.9614004419921376,2.0,0.1740815645841474,17.62557076511394,13.928341883614088,0.4340610014490342,0.4495956757953097,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1568911622252119,18.1696789969017,14.535822420605005,0.3961141056850608,0.3747385220904686,0.0,0.1042593150455468,19.987947098956763,15.956954254040626,0.3956979738544323,0.4042367487770287,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2109452637830898,17.967685270386507,14.36606449370924,0.4593262512164968,0.4421341343964513,3.0,0.0340627566412529,19.558576160502582,15.793804990616923,0.235587150676207,0.2345264380206872,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1544214892328191,18.09636204980209,14.490820772557193,0.392992246265158,0.3720410789741123,2.0,0.0760554196239008,20.814893987090475,16.629316339086063,0.3940206705271311,0.4130680572590089,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1500752124433485,18.21430477001165,14.595517091376198,0.387431124739929,0.3711375505303158,1.0,0.1220302093631007,20.05803501361396,16.011937229553908,0.4505190728335912,0.4481450959537633,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1954732591952743,18.065746192424385,14.358124314427204,0.4421612496593073,0.417476846901569,4.0,0.0614344624855743,19.4066770912695,15.837185711027216,0.2872474424705158,0.2843052593729961,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2140810937684825,17.944612546567715,14.337742835859409,0.4627078184849634,0.4451610744574722,1.0,0.0020356002126835,19.67669392366249,15.825771343251928,0.1967553907035736,0.1991497298047556,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1608361008207175,18.39829459402147,14.730872516821291,0.4010589712484399,0.3893842354691965,0.0,-0.0065106759956801,19.426205696252897,15.502864825817356,0.299537268380992,0.3308731591894251,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1749207076667951,18.032847585888334,14.375216891523996,0.4182497284028473,0.40436561238334,4.0,-0.007811370427915,20.44051998504517,16.506399463858816,0.2847253674011669,0.3054530332051451,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1770700383211879,17.795491162116793,14.279034116735158,0.4208119503830093,0.395792932788426,3.0,-0.2639378880203842,23.029880382513504,18.481968997033235,0.0108811737956116,-0.0011271968553732,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1863477012279673,18.06892754857167,14.339864204078202,0.4317215402816978,0.4078106936968044,2.0,0.0007121050485195,19.908978434445206,16.072479524777478,0.2602875454174418,0.2520304173016207,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1971040415549924,17.8951841729089,14.285508348913774,0.4439963452400386,0.4248006564858267,2.0,-0.0549558303378017,20.459765798594145,16.479348757944962,0.1080902161558176,0.1120234888020075,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.147507819220232,18.29979313603284,14.690404374862522,0.3840693597639054,0.3679971117513662,4.0,0.0437574384482229,21.017651912628164,16.825593610889513,0.3456596374999299,0.3328464097811839,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1491524003736922,18.16982766480276,14.568045530140108,0.3862026697887726,0.3701488594810697,0.0,0.1045123698172589,20.65118103899767,16.883901529372096,0.3667557196749041,0.3775891217205082,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2124969287475718,18.183433687512736,14.585441974378192,0.4609909717607291,0.4468244729738939,3.0,0.0141340217124106,18.87846172496674,15.02751224478688,0.1822392216290962,0.1658886063097886,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.19226710943528,18.013269380536453,14.466540301820888,0.4384862824853538,0.4179751941214611,1.0,-0.0855986686967931,20.81459181646899,16.558026133487672,0.0681031657928367,0.0835700501239829,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2008903589048898,18.229354146630133,14.573640590735383,0.4482188886038681,0.4303174640984775,3.0,0.0140182412274105,18.84673359597405,15.01438009499778,0.2049641551026121,0.2263783859114414,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1978040408244433,18.294917578596102,14.68176270015303,0.4447854039929948,0.4263935286715798,4.0,0.0486472389474001,18.69406111859172,14.870330963161164,0.2577174738840155,0.2799687191934752,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1926231935229142,18.11470810965168,14.56484297720253,0.4389006012827454,0.4185072316190963,2.0,-0.234621556979035,22.282809508823853,17.492425943534347,0.1602040651802341,0.2083607116096366,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1845170767020341,17.754150595432723,14.188232044205714,0.4295726516885785,0.4056560421873175,1.0,-0.1192926257275182,21.63827012991928,17.409951041844923,0.0700351124839456,0.0507144725502911,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1236696172587622,18.670609918992405,14.95536608338855,0.3517158032597846,0.3382978021874553,0.0,-0.1025847452082369,18.763911680754767,15.135234749188172,0.0803611130961933,0.0713710081968439,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1890708086142546,17.997493221726724,14.433836224316758,0.4348484793861583,0.4120594417368594,0.0,-0.327946324539849,22.88243348093784,18.09532068706048,0.0037582596319545,0.0668345588862749,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2067456131540695,17.961045204389567,14.338112204131477,0.4547217644978854,0.4381735122990414,4.0,0.0136692591666102,19.701566659423527,15.889675670020644,0.1833064327311009,0.1994144683704088,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2047157960385439,17.889421020244782,14.349446378918092,0.4524929604077466,0.4314977195680092,3.0,-0.0112005724593213,20.100556370551136,15.927802780379912,0.2261418460215025,0.2428763939221824,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2066324933027482,18.240768918819228,14.633225935768111,0.4545980906134917,0.4352197542134705,2.0,0.0205395430920771,18.76253943922271,14.89713608663411,0.2213529527323511,0.2383142360156163,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1937290900091647,17.991028789677685,14.373700646953354,0.440162462867609,0.4235641549398439,1.0,-0.2381908746975058,22.47800955294894,17.779119858179,0.0967483172851298,0.1462618244531537,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1481485139177369,18.636528472627543,14.952018961821826,0.3849232987303871,0.369431362876535,4.0,-0.0280309325780012,18.686997310290383,14.906312483751654,0.229393415886358,0.2601662313677172,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2044199072684737,17.829793104550685,14.337780619402018,0.4521625067157004,0.4284911772414846,3.0,-0.0191081002614272,20.472909273019457,16.155842213684156,0.2268582849001529,0.2618899050712412,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1901339730063901,18.391930895197987,14.599969214426164,0.4360921335398394,0.4143873872454501,2.0,0.0551637892813784,18.54240314282023,15.15221779926939,0.2670218246856785,0.2610096399535097,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1949708599265118,17.65705263664178,14.199226023799277,0.4415918790987885,0.4069299062679922,0.0,-0.1497588283276869,21.10361629679833,16.712474286259802,0.1063574511774735,0.1261322554719398,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1742132181835899,18.22063488806544,14.565409892792283,0.4173999251174554,0.39040305174559,1.0,-0.1758019503885695,22.00825442568019,17.406958283711933,0.2661444264334317,0.2820679154573143,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1643305875067785,18.58833133089504,14.879561807789718,0.4053965059020724,0.3930012775889674,0.0,0.0496986972858221,18.231467960264293,14.574895534073992,0.3128722417373717,0.3262678014892916,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1768861958032171,17.724865066201357,14.232370426687678,0.4206015726378427,0.4000785223128706,1.0,-0.0555141999885977,22.11832814610149,17.763836218725682,0.0513679285621471,0.0662801698153838,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2067115946755311,18.064209641603306,14.443656729923257,0.4546641886129421,0.4381467392187425,3.0,0.0353228886053857,19.37588416647492,15.578674628551964,0.2434189889395627,0.236393050802041,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1459373964526599,18.62343046039819,14.91359756034848,0.3820576104187081,0.3696494642988183,2.0,0.0250155672661382,18.48571788379802,14.975844459445248,0.3130275684727551,0.2929972213571449,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2154414010628185,18.246631747765523,14.544804001226414,0.4641637480282048,0.4509635456595918,4.0,-0.0664292017751606,19.343073143027382,15.51811936983916,0.1517142405660596,0.1543514869474758,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1818452981721973,17.839448122816297,14.274165430494811,0.4264363715104812,0.4058014134949687,2.0,-0.0234058341379206,21.0405462172946,17.120054475729557,0.1125088027641347,0.1402929457429498,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1842301678884788,17.780482977007747,14.27828640834322,0.4292334008924161,0.4083262647476489,1.0,-0.0278519333197326,21.409994420248747,17.260019861727,0.1215867698756357,0.0965025636507579,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.187838338610451,18.41286352359128,14.638410935724307,0.4334140514793186,0.4127730040039126,0.0,0.010124435193543,18.56838669839728,14.972281194625433,0.2356304103229915,0.2087630320821677,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1989950977070502,18.143562632798865,14.59655858488012,0.4460894226497849,0.4275873683625587,4.0,0.0508461198926373,19.036474969171422,15.100401171048246,0.267162376649128,0.2701544292339184,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1916192947612826,18.17062730551944,14.615698480436247,0.4377438279754062,0.4171967115240014,3.0,-0.0195302564594095,19.96767825498524,16.013638928343795,0.181043375285004,0.2019609467693579,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1932767607937385,17.847136872896073,14.30289592882133,0.439634514506895,0.4205484150366405,4.0,-0.0506961733051771,21.269435738617723,17.07988434523822,0.1173413967671314,0.0949268886607125,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1979054029267787,17.969430514432727,14.341723382667276,0.4449378764285902,0.4132286817698261,1.0,0.0006560226300216,20.34447215512921,16.219349119206534,0.2890981462297934,0.3230637747763302,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2129343416933543,17.799159298276024,14.231130737808014,0.4614782837066917,0.4458672067372812,0.0,0.0390950806665274,19.937869654994724,16.095211428075352,0.2342703925484804,0.2384324295987283,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1813012850855098,18.46143326016465,14.690624491743367,0.4258232446979187,0.4014850247675852,3.0,0.087764328077092,18.53507100938944,15.03603081989844,0.317500121688529,0.3111297628520906,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1953662186999551,18.155031101541525,14.577978438271655,0.4420035724492953,0.4252225030421567,2.0,-0.0861680682070242,20.257242653475902,16.164246866526135,0.0769792959870064,0.0824396594424569,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2083908555743896,18.176041043019254,14.533092615332244,0.4565215022246289,0.4400997485758837,0.0,-0.0027833353779755,19.153345461374368,15.26248795701789,0.1938628303493209,0.1983594571048454,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2212017678902121,18.031674383453225,14.43847208249072,0.4703431993949227,0.4557478606630281,1.0,-0.0158069954501449,19.525850330374347,15.57672675445021,0.1786987608233041,0.1778737873241467,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1935444516784719,18.511338983407665,14.706641371905132,0.439982219250307,0.4165666659899015,2.0,0.0040029011594292,18.276693706019618,14.731805803830117,0.2222182448626822,0.2078666144441567,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1876583970726333,17.944906933438876,14.299230859739346,0.4332220230973799,0.4027948273182063,3.0,0.0512895886398012,20.18110518700972,16.205845681626137,0.3249099784528026,0.3265007165767065,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1634871315297694,18.11744222357212,14.511863986927803,0.4043737121629273,0.3788752443154262,4.0,-0.0228066931453647,21.475422902331985,17.240434879421606,0.4147054157287543,0.409436426567896,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1673501042172838,18.109725269177325,14.502787103793851,0.4091006726965508,0.3832809047187842,1.0,0.0313126064462268,20.83434308687453,16.484836720317638,0.3703994571178349,0.3907149353339909,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1897238988602333,18.11656223498561,14.51895005139118,0.4355765334664151,0.4184838012932484,0.0,0.0112851176962529,20.0213271480752,15.960612177528589,0.2134666903990455,0.2172776659389377,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2022330528218059,18.46087966239233,14.802486558535737,0.4497257883144661,0.4333855940759689,4.0,0.0211321225834131,18.201569279979644,14.457777659302964,0.21450730750793,0.2223012648964868,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1973575920397136,18.089435716782496,14.426489200568374,0.4442858239110149,0.4227946981486275,2.0,-0.013978819323662,19.557901542903743,15.618377103464496,0.2351298485104097,0.2179740860574817,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1787386667971,17.950310048875128,14.396326746156602,0.4227946910509135,0.3998157401722976,3.0,-0.1050423485224132,21.229237142632808,17.021869175497933,0.0430810853531729,0.0638770918356324,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2053368347036875,17.945113676144135,14.385973203395377,0.4531731028944708,0.4294589704002253,0.0,0.0005720758655712,20.02535995968605,15.860534307070344,0.2438978431763636,0.2645170997902739,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1608980982314626,18.16013081835429,14.517063880898524,0.4011309710882406,0.3861259464770483,1.0,0.0725884404194033,20.25299695584861,16.37217392733318,0.3610586690021887,0.3872321324126069,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1572470173114991,18.525784588862805,14.823855063145784,0.3965639401495114,0.3789296365082451,2.0,-0.0566839443313043,18.959913931866165,15.32427113433618,0.1658044426740108,0.1504300770804219,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2056356991444045,18.12433877643986,14.44080849229648,0.4534933280864571,0.4386373737650428,4.0,0.0485923341757729,19.10545808403329,15.502540333534824,0.2353258737947497,0.2326325985499241,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1500264655637565,18.23024066290341,14.62214611792642,0.3873341151122006,0.3707087820160146,3.0,0.0245958246347478,21.32609555188424,16.86169358010861,0.3645141557997632,0.347451348128981,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1834119839429677,18.093280004883432,14.401891624773372,0.4283299529355802,0.4015710608312866,4.0,0.0639922131642684,19.76288274866537,15.843912710455523,0.3281088455582169,0.3282669615901936,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1379123651743113,18.36932953174995,14.748719304035829,0.3713779302227522,0.3564148455399871,0.0,0.0499929039930054,20.95192241884822,16.8407432856258,0.3555557740357289,0.3698408475344329,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.193784535931547,18.054141572358123,14.46148842559333,0.4402173457588721,0.4200676713278761,1.0,-0.3155289191423773,22.629213082083307,17.880665052935793,0.0352780430818546,0.0863279281953576,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2289880503488597,17.85623947670124,14.2348491029895,0.4785286706746375,0.4650112104614923,2.0,-0.0878908979409132,20.402813286549367,16.346831679581584,0.1263154253247208,0.1328194301868134,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1908642999136687,18.11545699611553,14.523923473251584,0.4368859468469388,0.4170656198994897,3.0,-0.1511214467707882,21.011065207660167,16.739242243418744,0.039905781089925,0.0721323079674006,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1931458045921409,18.04802472302441,14.506313163242918,0.4394918430881959,0.4199611088937935,4.0,-0.2293534249356317,22.489961303887625,17.6296942545484,0.1750366437094571,0.2204221089445681,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1935138626629471,18.389737652834093,14.621014456741458,0.4399417061230136,0.4183938160234727,3.0,0.0069774361400523,18.799440349573693,15.180133445778962,0.2208976753669028,0.2037087950823539,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1727922034432379,18.32708437328536,14.619711712382204,0.4156941937266549,0.4039480015513966,2.0,0.0170529206754641,19.37701024532224,15.548544903676817,0.280260518750993,0.2953363793508595,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2072439007067033,17.928653157729126,14.386254603770306,0.4552561552641596,0.4336697851437897,1.0,-0.0014961255919534,19.991084777715493,15.844522745122443,0.2405036052751167,0.2599998642239244,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2063290155481953,18.133238960865448,14.483283199614013,0.4542613151841982,0.4383475818941908,0.0,0.0272360518942982,19.139204455412937,15.45842451085474,0.199312144375258,0.1981733453479064,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2061232917658465,18.24375329289717,14.59037038594226,0.4540315947021852,0.4386228686688155,1.0,0.001760842533045,18.939330744080085,15.308868153708822,0.1682764838726156,0.1880576994260981,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1516770779409562,18.528802434064,14.865027454043627,0.3894755374802077,0.3761059227147483,4.0,0.1298498974799145,18.7334125231364,15.1568721423801,0.4454091303194247,0.4461064527058738,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1976531472010599,17.614632120506073,14.08253853952753,0.4446028139998784,0.4241654939392267,3.0,-0.1244261412017539,22.303523677604947,18.08326568501404,0.0363923741241023,0.0268941743126788,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.208588371530089,18.345698784967123,14.669006442212943,0.4567462045399766,0.4412126132340108,2.0,-0.0123597395880032,18.70595151059109,14.90225834895162,0.1549297055258852,0.1466964871699544,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.206735333606428,17.90458705244754,14.399635615255477,0.454689459054549,0.4350941485349135,0.0,-0.0129236844976072,20.121080003745853,15.85778597934983,0.1436902121326365,0.1506763613237771,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1567406738658771,18.58449946153561,14.902044749886544,0.3959066009460373,0.3787997946608279,4.0,0.0138529790798666,18.46984542700661,14.81935511096672,0.2418358607280451,0.2568894047119708,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.168403290467742,18.508029694473816,14.79420494775361,0.4103726530749732,0.3985562603773482,3.0,0.030941794798257,18.64239730517645,14.956205805910528,0.2916460324871048,0.2990006544837484,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1621009773101293,18.08935740044613,14.514864897663802,0.4026474270445276,0.3750564098868546,2.0,-0.0328250162689136,21.67776907812358,17.456771149004865,0.4108127476902407,0.4063891779599553,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2153923310670531,18.173401180642465,14.521142555159209,0.4641148905184113,0.4493447838405141,1.0,-0.0378396313224043,19.393606248748704,15.493487851278353,0.1455327470463327,0.1433784519287311,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1415538685305692,18.30764887051115,14.71540997464518,0.3762417303903143,0.3583647642894271,0.0,-0.0960248977613911,22.55464591994575,18.321801991107712,0.3746062535398634,0.368384470389122,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.174127633074838,17.72862385106883,14.235558598953595,0.4172875553228275,0.392290567377717,1.0,-0.1835871803224475,22.308012364261884,17.681391330191286,0.0222404008732675,0.0244243233378009,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1928980997521682,17.989134895817884,14.418972490540222,0.4392079542235635,0.4218982277084129,4.0,-0.035727965763985,20.7376548360612,16.47498877802777,0.1146794760929683,0.1152484906648106,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1803088905621996,18.19113202206112,14.63875527264981,0.424633801043226,0.4043973268110691,3.0,0.0288098095313859,20.00124119267864,15.870937375653542,0.2318188778736173,0.2393559459183705,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1882093934074745,17.6375023552827,14.122150722331778,0.4338660656910233,0.4149917187000767,0.0,-3.163093564362285e-05,21.192363454941592,17.334676850618482,0.1340650930382635,0.105655011854783,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1635017230959141,18.21962769537962,14.559836121229273,0.4043538458734229,0.3883106021921198,2.0,-0.0712429762920829,20.000950972737503,16.065697619556115,0.2145968175716721,0.2445204155284922,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1524204172495307,18.42162518127342,14.74606713070272,0.3904612266364983,0.375663326138914,1.0,0.1534292682966844,18.943120781499307,15.278181502183129,0.4251752174502539,0.4594704758021108,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1749729620060287,18.184831469818903,14.530732394613567,0.418314644479503,0.3895910069098329,2.0,-0.1948718282097701,22.24794693996297,17.635305649640415,0.2423533542619119,0.261938333650273,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2031484440806947,17.964519022614528,14.417678336563831,0.4507870445817545,0.4304001564730587,3.0,0.0100622794410814,19.93868768689521,15.810466037634644,0.2458258216965965,0.2640186672436125,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.181705335873896,17.711354873707542,14.203192577793589,0.4263124808265499,0.4023838470374906,0.0,-0.2676031022623284,23.24539091904931,18.27204553716978,0.0820994235381112,0.0727669382973523,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2034829886652595,17.735971359917496,14.208591377594049,0.4511589146036776,0.4196027540169115,4.0,-0.1218448948164974,20.917531161621064,16.706003448798533,0.1260275626823177,0.1378730594619932,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9052688092481638,6.122286789094659,4.8151815424164575,0.9732619753789308,0.9709653948054,1.0,0.3361990688157086,17.20553356884291,13.760131481481482,0.5805206139243378,0.5793908709733517,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9064176763066564,6.106450535191892,4.833253059125952,0.9730773356994252,0.9697928033309148,4.0,0.2896011860118828,17.53768791364763,13.782381069958856,0.5446630314995589,0.554305843638986,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.904793234038672,6.20899480337843,4.91533974293058,0.9728139828643708,0.969503840183792,2.0,0.3446294548719067,16.331935348726418,12.981236213991766,0.5893045736698506,0.5831627285542104,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9071541260964688,6.091647145305606,4.822136349614396,0.9737172381611908,0.9702234379315904,3.0,0.3126395896663175,17.188457906737515,13.509329629629631,0.5591445555995291,0.5664486037178512,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.905328091121856,6.148543035455068,4.845249820051405,0.9732333255003278,0.96998584144859,0.0,0.342483424002903,16.84154097756351,13.554404732510292,0.5866713731193177,0.5914103426727889,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9065272578997342,6.091438498592814,4.821209665809761,0.9732067128004438,0.969722088428328,4.0,0.3185453765626795,17.309671538503697,13.683133950617284,0.5657164941464159,0.586260154461555,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9060425769586185,6.115686302832486,4.827670848329041,0.9727809785459156,0.9695620186932752,3.0,0.3000639964853411,17.472304900741204,13.99908662551441,0.547872339084156,0.5622903268860314,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9057848268123496,6.173592060378948,4.869554395886877,0.9731977703043504,0.9698625980330752,2.0,0.3129962995012579,16.770981311283983,13.254802263374492,0.5631368049216856,0.5695618339856743,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.905986335695986,6.188677292017671,4.880382467866316,0.9731320414249034,0.9701312950607218,1.0,0.3346984627427931,16.268966920247866,12.908199382716049,0.5810914420642977,0.5904015772884982,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9045946667010172,6.202950447793275,4.886488329048827,0.9730153960209608,0.9692070096497202,0.0,0.3273859780798921,16.71410551340301,13.470344032921814,0.5729866652595199,0.5752407969248059,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9048356787522008,6.181775253541308,4.884583753213374,0.9728389707012814,0.9697338141768732,4.0,0.3468852722932837,16.609337102062153,13.14863024691358,0.5910489318798768,0.6016141592145677,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9072097428224946,6.209253815254012,4.914683239074526,0.9734061979814844,0.9703681961907974,3.0,0.3139137335025619,15.85877058078951,12.554499999999988,0.5620528372895044,0.5699240817227887,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.906631484320324,6.182011538877727,4.867404421593815,0.9733668765864856,0.9699748630950796,1.0,0.3201431868360045,16.248474783894007,12.839132921810698,0.5706441160938561,0.5662167060758188,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.906395891961973,6.088484872715052,4.80338894601541,0.9742675602099568,0.9719699233232754,2.0,0.351744768091056,16.975038630311147,13.549017901234569,0.5932144883148815,0.595971916464752,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9053794457338542,6.195390646850663,4.895713419023129,0.9731281235713898,0.9700897286855288,0.0,0.3102944026942117,16.718675214123564,13.387520576131683,0.56191608997439,0.5630603139891557,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.904232650470168,6.257158732033356,4.937418097686373,0.972643944260255,0.9694901093254537,1.0,0.340645072863265,16.039163194467644,12.734330864197526,0.5897815201186788,0.5986171261236476,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9062418449384372,6.1414598699252645,4.848214601542418,0.9729561178656828,0.9703381407250464,4.0,0.3103527996160137,16.995543432427784,13.482004526748971,0.5574981622481638,0.5742145095599929,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.907137861154822,6.124376574605657,4.845561439588689,0.972532549350966,0.9698530631044432,0.0,0.2884814410397347,17.135267316977576,13.29957736625514,0.5385525082506861,0.5603725129865265,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9068540824783008,6.182708503006738,4.86475434447301,0.9729094861574872,0.970385696828362,2.0,0.2743511429699512,16.747873752712316,13.3556596707819,0.5339292946473082,0.5321937412839892,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9093322301419996,6.048689165955258,4.798650282776341,0.973272824485864,0.9701117038621412,3.0,0.2349572274396569,17.792103524261115,14.06740617283951,0.4959853251332666,0.5048930898672636,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9058522366341604,6.183465041678973,4.872895732647818,0.9734747794358286,0.9701604208938568,2.0,0.2932383267789494,16.889488636290654,13.537279012345683,0.5422911946636675,0.5336722928302317,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9057440589270648,6.092051895373007,4.800583753213365,0.9731562013281876,0.9700444712910432,1.0,0.3165214299064123,17.609071805154713,14.07094032921811,0.5630708938645508,0.5573880557285259,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9047840433919,6.143600454702706,4.849162879177379,0.9730688749438898,0.970305412765394,3.0,0.3543563269335512,16.867872323797506,13.37867613168724,0.6010034220122475,0.6143107523655423,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9048662219406848,6.220189792587934,4.934655321336768,0.9723397711590968,0.9696148300965508,0.0,0.3125409847558565,16.619764179409312,13.106125514403292,0.5598371592810216,0.5658847189953341,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9062543957622268,6.212318526430408,4.907766889460158,0.9734940045356084,0.9705759852452376,4.0,0.2597895275900355,16.804768488534773,13.252197530864205,0.5146698764735926,0.5279893500366724,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9066762466661727,6.1607199684372445,4.899411722365039,0.9731061659591236,0.9699162135217612,1.0,0.2941336400051556,16.8132423020734,13.139056378600822,0.5439239546399883,0.5544114798454549,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9041308948878788,6.227717799845235,4.898719999999997,0.97312225102816,0.970041400835572,4.0,0.3532330953881621,16.29273547309395,13.07393744855967,0.5959935661096534,0.6038294094908472,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9051866242799056,6.255892021724455,4.901235784061695,0.9719659391325411,0.9683298453285388,2.0,0.2902143136158363,16.366430665085833,13.088031275720166,0.5468051714465068,0.5438302348219822,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9047234287468068,6.165893474971757,4.862259023136242,0.9729483122579268,0.9701967656848232,0.0,0.3234565442974122,17.07427534414912,13.653883539094643,0.5713787904004939,0.5786111696602972,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9070978452599384,6.151253095971113,4.840758868894603,0.9727227329594436,0.9692165484106215,3.0,0.2926920698336838,16.809122783544158,13.289724279835392,0.544635024918898,0.5559751323904125,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9028874146365328,6.332595533446877,4.942566580976864,0.9709236594806684,0.9678471223252082,1.0,0.3214362465827191,15.983624816920152,13.078427983539092,0.5690709823319622,0.5753095948320411,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9033681657418774,6.278386166322555,4.942574807197944,0.9698384103923122,0.9661625148653756,2.0,0.2990784166726056,16.67726720515381,13.306399176954733,0.5485946439056827,0.5558651465161469,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.90196810373342,6.319199918484034,4.905816452442161,0.969768621746954,0.967142846252253,3.0,0.2584020024279801,17.101803477382507,13.80535596707819,0.5239174920939516,0.5048400466419017,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9031309841428062,6.267391012851291,4.915568123393317,0.9702547968873964,0.9677596315549292,4.0,0.2989753952115787,16.828605484516473,13.31061522633745,0.5518652660681248,0.5743749367473745,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.900501571107897,6.30640150329985,4.976064781491004,0.9700870428967618,0.9669918951679012,0.0,0.3364646629222942,16.885558710722336,13.182265432098763,0.5819871637658054,0.5863036975022204,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9011993763148306,6.307271708482776,4.967382519280205,0.970603943653004,0.9679687985093608,4.0,0.3129381258211513,16.9475316442034,13.37664609053498,0.5595485107019861,0.569271596392432,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.900628754837485,6.309372813460048,4.958245244215936,0.9708143034756924,0.968877995476662,3.0,0.3331329627920407,16.85747596325891,13.237769547325104,0.5780132372714901,0.5888742383984444,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9038166220900572,6.291028022587153,4.92480771208226,0.9696844747117264,0.967085601265072,0.0,0.2787856609062172,16.60824975070802,13.353979423868314,0.5313844293142631,0.5357912037525042,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9027259622075776,6.219385778739042,4.896821079691515,0.9702564777229832,0.9669569037567746,2.0,0.3348019655914963,17.055289035075273,13.39058024691358,0.5792470597734888,0.5770948578404147,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9017801212182974,6.284094620629788,4.900456555269923,0.9705923402458396,0.967868725040135,1.0,0.3047626657459067,17.081964077013954,13.744201646090536,0.5548859755691559,0.5604259658279499,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9010366835943802,6.34323318084968,5.024645758354755,0.9706091863020072,0.9670924532827038,0.0,0.3436511274928998,16.2496037842168,12.67837448559671,0.58674151941854,0.5924307844033055,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9009279529850076,6.330474903744651,4.963028277634962,0.9689800624531084,0.9657516344780356,3.0,0.3043658155198282,16.872792228447608,13.167827160493824,0.5589851493551273,0.5834568500548026,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9012867827576818,6.31853979979096,4.952109511568123,0.9699278037113024,0.9676593191314334,1.0,0.3267433023261299,16.62584948942026,13.086076131687244,0.5737007191105463,0.5871251242049423,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.901253912235922,6.231377426778242,4.86802827763496,0.9698217466746236,0.9674553031902466,4.0,0.3328608941363496,17.436526266867034,13.812526748971193,0.5780820819179705,0.5806501226575772,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9046305647256252,6.264202002245434,4.903940359897173,0.9719806757380356,0.9693380239288398,2.0,0.2850750731538424,16.543315165859436,13.14429423868313,0.5387520484082905,0.5351819865057359,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9044804756645692,6.282249291600492,4.980082107969145,0.9729813485509048,0.969689260243648,4.0,0.3274347164282695,15.895874671969288,12.58951234567901,0.5732857979373893,0.5773431772510014,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9071413410348744,6.207389740338324,4.913987095115671,0.9735134556462116,0.9704128526749456,2.0,0.2907109897052862,16.163883885516025,12.674056790123458,0.5428949696017684,0.5445684237820022,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9064929260296742,6.219353504226919,4.913287300771195,0.973075172861397,0.9702080998018712,1.0,0.310130446483786,16.060033506646523,12.849360493827156,0.5625295397318661,0.5652201877210625,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9071262792318514,6.179282915053106,4.892344884318762,0.9731034756438408,0.9699598381150696,0.0,0.269128334870656,16.733451721342924,13.22780679012346,0.5236223642082606,0.525084620021341,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9089165667968484,6.079879157095906,4.809867403598963,0.9738110597272818,0.9708350196040872,3.0,0.263754189444123,17.272157458448078,13.89655349794238,0.516262138793461,0.4976434927128132,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.906990907925084,6.160773517913811,4.874234087403585,0.9735491403541296,0.9705274856803022,0.0,0.317002722446521,16.45250669802819,13.045806790123454,0.5648531054530211,0.564449129521321,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9070807462071844,6.164410757965024,4.867225604113092,0.973606542186887,0.970562893166642,3.0,0.3120014251873568,16.419505335541892,13.11924300411522,0.5607526727899308,0.5627805914731486,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9073141254119604,6.164948172156665,4.847296246786626,0.9739239416069664,0.9711110961240336,4.0,0.2838859217682925,16.66058576478206,13.237656995884771,0.5375436298385554,0.537618619343434,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9052986317696706,6.142133744752446,4.856321850899739,0.9736167706311456,0.9703911890566612,2.0,0.3373525785516643,16.883247936003897,13.323412551440317,0.5863171973788673,0.5960861705132384,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9058227273321056,6.175572513490361,4.878230025706915,0.9734857949765684,0.9702384836854364,1.0,0.3334162412660798,16.502362146866034,13.18668045267491,0.5792131193175538,0.5824714626023405,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9062949625301712,6.1740532499137935,4.8737403598971625,0.9727478670490592,0.9696926662122614,0.0,0.2904408051836303,16.87137591046083,13.4184878600823,0.5459125063761229,0.5614178535018061,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9068913760524292,6.178243087521633,4.893967866323895,0.9728523166019736,0.969298539202789,1.0,0.254495433139684,17.025295281289615,13.39092181069958,0.5135007283008215,0.5152570507999835,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9078077675533824,6.077298994298174,4.804464061696654,0.9734539232524628,0.9704945995397058,2.0,0.2941570231243615,17.325058429661738,13.641244444444446,0.5432917607597298,0.5489586864068846,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9075280659251462,6.056439268184586,4.787846632390744,0.9732891779927132,0.9703998664569544,4.0,0.2642732543473226,18.01985668834517,14.113069341563788,0.5154456873626466,0.5228305514690222,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9066190370667888,6.192999446047984,4.891420616966573,0.9731959399453614,0.9704122435247624,3.0,0.2998944447271596,16.42343697937161,13.13676090534979,0.5505843869099659,0.5537663169431319,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.904718957696937,6.208873755993216,4.905829614395891,0.9728714712953952,0.9699496542522666,0.0,0.3407260817757399,16.420201501019225,13.280025102880655,0.5842169573493303,0.5844750576965377,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9090928684611852,6.1274544083339295,4.826948688946017,0.97383239371395,0.970839699965235,1.0,0.2482225937575329,16.790102285560632,13.609874485596704,0.5043631084154248,0.5000729418640077,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9060925270747204,6.131619316618415,4.831286066838039,0.9728260226226292,0.970268757044479,2.0,0.3175041631987262,16.999526011116718,13.63233580246914,0.5660188611457979,0.5757479867259971,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9088129063037802,6.091000535516375,4.799979434447299,0.9736275868144209,0.9709112514966612,3.0,0.2415846489077884,17.44341026857829,13.724118930041156,0.4969492582136028,0.4981281958386711,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9020734555560166,6.222638565741714,4.888750539845755,0.9729564876370992,0.9698504894480774,4.0,0.3993762629336461,16.356511501756057,13.194802880658434,0.6424391352023895,0.6481527701143601,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9088363969361948,5.993036712434371,4.698856143958862,0.9733323389660332,0.9712892438654248,4.0,0.2542882225353466,18.34843687300681,14.913224279835386,0.5119212702497418,0.5143459031068743,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.908221676079816,6.132862967949839,4.874653367609253,0.972847316112846,0.969711236241986,3.0,0.2261812786474708,17.284433691910216,13.279336625514402,0.492705646217373,0.5054044500858923,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9053134256659972,6.224608804454596,4.924135115681234,0.9722049051511774,0.9693376490732382,0.0,0.3001902878180845,16.55885172778591,12.969480246913578,0.5493195039642711,0.5556625449626393,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9042797137126,6.161870759324811,4.864376555269918,0.972372196159058,0.969590888443768,1.0,0.3358444863979307,17.131125050711866,13.547784773662556,0.5815375457123915,0.5961715252454041,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.902609750837576,6.271317206497708,4.935016863753203,0.9722333620440478,0.9692415661663654,2.0,0.3762357188000433,16.052201000124402,12.747359259259254,0.6158854308963194,0.6311203530303705,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9065574134460812,6.148436051854409,4.835306015424161,0.972708455678625,0.97015430369207,0.0,0.301295558546589,16.93396110270427,13.751807818930043,0.5493384868787039,0.5600947412007111,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9091009112099028,6.009588485384066,4.768422827763495,0.9736277030984964,0.9709757513107464,1.0,0.2415080181018617,18.25482219836923,14.401622633744855,0.4988811769914681,0.5013517751986025,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9042430577064322,6.149397784350089,4.879227146529563,0.9734954923630252,0.9708935923709092,2.0,0.3567000535030378,16.931544440564135,13.24502839506173,0.6001360623283982,0.6190928842081871,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9053867649782,6.220458975094445,4.904693984575839,0.9725028817873468,0.9690116028757308,3.0,0.2954039630633583,16.635215523575358,13.187544444444448,0.5461287067659665,0.5494486832721721,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9051226952589004,6.173779297496013,4.893072699228793,0.9727020798249526,0.9691057147640902,4.0,0.3276755997145285,16.78372675920011,13.213070370370374,0.5827655878768152,0.6035892987546537,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9001512175445504,6.332344361457472,4.931915167095114,0.9701622973504423,0.9673860597318636,0.0,0.3477087656151723,16.59428118892032,13.580411522633744,0.5912853464831704,0.590176157739319,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9015960036244904,6.362019668042157,5.035871979434448,0.9699867117409484,0.9669280612297334,1.0,0.3016838766775283,16.359840172670047,12.825417695473252,0.5505459364784503,0.5581750184317992,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9032509450679534,6.235902219074732,4.894739845758355,0.9697030287613552,0.9661006499207208,2.0,0.2659614767735244,17.39072470838165,13.69946296296296,0.5343566852740429,0.5267775255141031,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.903824579733382,6.246791389732654,4.899585089974293,0.9707599642015408,0.9677149279527392,3.0,0.2806778356485041,17.08260711458517,13.450366255144036,0.5323393929234694,0.5485763774384722,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9034939073603074,6.324078775714261,4.936810796915168,0.971117337953241,0.9688897240335136,4.0,0.2812727001416584,16.315010451826563,12.803323045267492,0.5349575453806688,0.5382306991161282,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9011115742005414,6.287419876944551,4.92138149100257,0.9694897707800612,0.9662813789913288,1.0,0.3146068314945071,17.107992263141814,13.601716049382718,0.5664891755877257,0.567422945559444,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9028206102018362,6.352443794109984,4.956177892030849,0.9691356485315696,0.9658510883845542,0.0,0.2174175028015182,16.916062945986948,13.437493827160496,0.481890122750876,0.4898879028646311,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9039474949387832,6.282795444786362,4.938649357326478,0.9705437401705634,0.967619597419283,3.0,0.2878261939103245,16.493970049064107,12.974432098765432,0.5433417642282246,0.5492988335143562,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9047494806824428,6.248787976176517,4.891726478149098,0.9706916711358934,0.9672840327360256,4.0,0.2846447985493314,16.64391935253173,13.31549588477366,0.5419663425059492,0.5438625908949379,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9035283510065404,6.334567848134717,4.957817480719793,0.9707572087294684,0.9677054893409792,2.0,0.2749906174729254,16.262222211846993,12.984139917695472,0.5328863370595199,0.5407401706289778,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9021640054405372,6.26705077200754,4.955638046272494,0.9710872061571542,0.9687442773009364,3.0,0.3157742214102855,17.006557279110147,13.212109053497944,0.5627044738702015,0.5656272795261411,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9009517345207854,6.300715348745138,4.915107969151672,0.9692963584298078,0.9664380818243946,4.0,0.2831703120046726,17.451740361289474,14.081069958847737,0.5326366531989667,0.536726388453109,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.902001646735224,6.347447716979977,4.992898200514138,0.9698258419859976,0.9669244089795096,1.0,0.3089425003001803,16.29115354469635,13.06060288065844,0.5579877874630594,0.5488393557522514,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9023844699854504,6.284910820046559,4.9234946015424175,0.9699183885129188,0.9664088425329362,2.0,0.3148738466351526,16.703461165316444,13.252641975308642,0.5639628470518946,0.5649693009650524,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9013106103836884,6.397193336742346,5.011670437017995,0.9692135997970128,0.9657231099547156,0.0,0.281500348791965,16.253507546172855,12.532907407407407,0.5449993046393171,0.5664685696643955,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8986109589057855,6.48683843998286,5.1470243299057215,0.9680269367443036,0.9641344411304444,0.0,0.1400333272017722,17.760174608080597,13.974897155104854,0.4280962451331896,0.4332020005942623,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8950710736172697,6.566056170462104,5.186184054270203,0.9682232184391102,0.9646005763726706,4.0,0.2644901826055079,16.7842556349161,13.3720679085832,0.5266132030925529,0.5299945010177212,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.895520751798525,6.561728895736311,5.165461312339325,0.9681088921017914,0.9654852853538878,3.0,0.2381955373295969,17.01939005217984,13.650680304967674,0.5041201764237564,0.5089753197997312,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8962449024331756,6.489629321701399,5.154798632145913,0.9692721306935976,0.9665937644981596,1.0,0.2536694971323004,17.381753919332695,13.668805807368212,0.5059253998126687,0.5208320195305607,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8986416585852471,6.434946158450316,5.132559709878809,0.9687894291167712,0.9659938682982848,2.0,0.1911409745435888,17.856256158717294,13.85834649029983,0.4546263430443502,0.4700262878186,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8966418335408765,6.505020051803581,5.16531403366384,0.9685848791824568,0.965443353649484,4.0,0.2479325786906172,17.1186039135684,13.40456939937292,0.5099170240867844,0.5190517124972669,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.894831795813573,6.557471800480666,5.208220716856403,0.968119095183196,0.9639318378786972,3.0,0.2886775223310506,16.63325403280348,13.183976749542763,0.5542693601702248,0.5660061780285058,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8929189369000767,6.535242189541486,5.186423532011251,0.9680421363685432,0.9648984920882404,2.0,0.3074420671288825,17.318316034912357,13.498816194395443,0.5552096376107967,0.5743125778694816,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8961736102022454,6.528658598115377,5.177823187844266,0.9686660637292904,0.9650317157999508,1.0,0.2272175160784001,17.282787490444516,13.660365077895367,0.4899881723234157,0.4751992734641688,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8935827050412701,6.517468522165764,5.1601281482433485,0.9679936783033256,0.9646529732438536,0.0,0.3032748704896818,17.349198066441176,13.726823762804417,0.5531500494138966,0.5585563547808323,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8947157574386577,6.542941278078712,5.1288308802791045,0.9689271391444916,0.9653658654956596,2.0,0.2698290987258744,17.125127471950645,13.900795913678218,0.5286457238348926,0.521400507109888,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8958776074917786,6.508688943427107,5.119641040396608,0.968949331644704,0.9657525767950618,0.0,0.2653723065139634,17.165216122492346,13.875501415343908,0.518246886017609,0.5164162521930162,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8971243206603884,6.456705512171834,5.139403817276672,0.9685729628796166,0.9652818521523964,4.0,0.2091836759104582,17.887555533867047,13.99402779271997,0.4819882475236305,0.4946265745693964,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8948755407582407,6.57314611905104,5.214377675480465,0.9677163844466456,0.9647181996806076,3.0,0.2632245124878279,16.83034923651919,13.346405418871262,0.5200537025123871,0.5235633978542418,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.897264967909794,6.44358206137337,5.114779354021303,0.9686771440458992,0.9655387338010368,1.0,0.2356411265172212,17.747287790886737,14.084685826474637,0.4888739258652037,0.5137511579016009,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8956174521855006,6.58193701530857,5.184060473497367,0.9673745429307692,0.9643144611372434,2.0,0.2102147776791059,17.046053459588745,13.670747568423796,0.4833621891772094,0.4789302800607817,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8974214843890225,6.44171447674186,5.09291161439589,0.9690296911417798,0.966135346605977,4.0,0.2076389188947397,18.034878379748164,14.224980926252536,0.4690182351193626,0.460283456684547,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8956318309468408,6.558712032332126,5.158449311176391,0.968310075767212,0.9650096418047808,3.0,0.2402088109093721,16.959439349947733,13.653887569077014,0.5037642930905891,0.5103067754950278,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8957042621408784,6.493273629399582,5.143695397967931,0.968042656750682,0.964612179276344,0.0,0.2296948958037322,17.79645522712705,14.119581305114645,0.4850754180931226,0.4728449774844084,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8954180606496851,6.498861847784475,5.104055084832906,0.9676477939505966,0.963852395787086,1.0,0.2239851843199436,17.908008366676267,14.299743000195967,0.4839587894084212,0.4948945694202545,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.894255381944855,6.580058067080612,5.207597335781622,0.968318467690548,0.9650877896460748,4.0,0.2593884764185008,16.94520134158406,13.104368403063557,0.5187385853951765,0.5355833212499218,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8960272060860006,6.462152733281159,5.092003221691765,0.9683221145063108,0.9661182879275998,3.0,0.2524917629012374,17.753950969291548,14.227054565941607,0.5144947030373473,0.5260138711235092,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8949570198132192,6.466845592618674,5.13844462651488,0.9679274011991282,0.9645184047537262,2.0,0.2519328168039769,18.028116351308665,14.356781284538496,0.5089654951858905,0.5215581558650169,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.892471652738565,6.529897134020291,5.155403299302246,0.967019650361195,0.9639733347697907,1.0,0.2725273833053901,17.94023243833613,14.186715749559085,0.5237250764552289,0.5166516139872288,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8961174188641744,6.544585474625296,5.182246560533725,0.9684932049923092,0.9649475408416472,0.0,0.2462567881456659,16.91097476493355,13.59379589653146,0.506282866904907,0.506426838018329,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8947488894220131,6.5248319362825695,5.1698841241277975,0.9678167262540868,0.9641677516054766,0.0,0.2720848720044692,17.28768963898432,13.650409276895942,0.5250094025398983,0.5393474052783342,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8920676564534444,6.572209314134073,5.180690550863023,0.967836240620271,0.964082550251764,2.0,0.3073853557497394,17.212725859864317,13.563346636292378,0.5552324622939129,0.5694285328157794,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8941407338140833,6.538031012391045,5.144785374219612,0.9673796398737882,0.964159106843098,3.0,0.2418119111276121,17.698329330470134,14.202530129335686,0.4970154283682436,0.4962170771957195,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8944472936211096,6.585669883258978,5.188574281429793,0.9682016563136964,0.965337976353688,4.0,0.2602105309672121,16.87807203262481,13.468275308641982,0.5159014580164034,0.5285722563031793,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8938918444110436,6.5819718866568495,5.229676884430054,0.9672915789725276,0.9639279439050862,1.0,0.2784343116395066,16.890600518932597,13.465365820966875,0.5300251384118051,0.5308008335987537,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8913586548539831,6.659316588501577,5.182117926306767,0.964846539773,0.9623764700460272,4.0,0.2397462135333347,17.318052612122607,13.727549554183817,0.5029927663459902,0.5146139639273126,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8906856360992644,6.647085052503548,5.217709897172236,0.9663961013341728,0.963569915597979,3.0,0.318814267257355,16.748548454085675,13.33505267489712,0.565932264589655,0.5610352541359388,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8929522857988983,6.597457289781928,5.126928277634961,0.9652724345627796,0.9615662253157872,2.0,0.2283945854070699,17.581468462702624,14.159156721536352,0.4925759601793657,0.4973604304681409,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.894585729738115,6.530164414111842,5.1450453090953605,0.9662980996008796,0.9637546808917794,0.0,0.1514644155881037,18.656600248866173,14.70139951989026,0.4281256534053678,0.4498689334663351,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8915606003206031,6.628013367836584,5.222641473864608,0.9650272792049096,0.9617940473677056,1.0,0.2480430131105453,17.507566480774848,13.868042122281013,0.50307930347347,0.4969530420891853,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8916504555698279,6.599873829674064,5.2023189729465065,0.9645040899307784,0.9610489351463526,0.0,0.2429851063805724,17.816717903821228,13.955456515775037,0.50100407880929,0.515095441326574,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8888261299083919,6.704799802178868,5.263103393316193,0.9642515887710852,0.9607938304412362,1.0,0.2849185174767651,17.146044399661932,13.608609945130317,0.5377376400520528,0.5318310019431715,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8922108695340131,6.62240070589491,5.174291885175661,0.9648050478740808,0.9610239404788636,4.0,0.2220384654555107,17.661264971820025,14.04622685185185,0.4834837812851191,0.4879158050152359,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8951684429255771,6.548333034875372,5.1638306267597,0.9658740447790846,0.9628413498384818,3.0,0.1686667352400743,18.053793655864705,14.269606677444637,0.4407408536905167,0.459216093754865,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8938024994386758,6.620198274107223,5.230886743787488,0.965257310486296,0.9616032648086896,2.0,0.1717871579761544,17.679181158711177,13.73831303644915,0.4460638000760197,0.4631570325754633,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8925874013425108,6.579836406828354,5.16539472150814,0.9669141072726942,0.964057284617476,1.0,0.2550896675038431,17.604670717324428,14.274552006172842,0.5095320296299887,0.5158771818697687,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8887176344689375,6.749845788035827,5.287330856898027,0.9647911630056172,0.961847993819837,2.0,0.2707437613829694,16.883310543826536,13.691507427003724,0.5260333877823583,0.5149956893591708,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8905144545541643,6.753283034579268,5.320871879054963,0.9641548306992423,0.9611304373082148,3.0,0.2978049002746677,15.95209695489979,12.44255515383108,0.5544079383161248,0.555497597619705,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8956160008085323,6.470397224031941,5.055058588566531,0.9655453389448206,0.9620687910063458,4.0,0.2046188466298457,18.3712822726604,14.861827072310405,0.4690477347175878,0.4739356643893643,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8900671461779327,6.686423977888892,5.265717849185945,0.9638791581726868,0.960436482947167,0.0,0.2306603129852952,17.572682757046792,13.713623696844992,0.4929801653475696,0.5072582934532135,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8959150564667889,6.49957288235227,5.140984389766187,0.9682372002943548,0.9653060547047518,1.0,0.2383737579598966,17.565250890272882,14.102136111845985,0.5002281091482149,0.4996402042220589,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8954707574865421,6.446195634385542,5.098769124127787,0.96809878897088,0.9651982720266262,4.0,0.247485679792584,18.16339495804249,14.528689243582209,0.5018676323203863,0.5124367985927266,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8980654829902287,6.487701594019078,5.099665391479977,0.9682900322792304,0.96547794912288,2.0,0.1825689473271285,17.542672055953933,14.062639953703709,0.4622771001966019,0.474520723924742,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.895074033142753,6.560743921801036,5.174480983106857,0.96820354840259,0.9645959198225682,3.0,0.2741420507326404,16.75523622018026,13.275684503723305,0.5301855672777206,0.5277397881677911,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8966098051791762,6.397294420251391,5.056674337679032,0.9676276569463008,0.964713642959004,0.0,0.2199239279166311,18.62796876792365,14.898466679894169,0.4746780288243285,0.4770914563077883,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8935818341451512,6.547065279941938,5.183521468968057,0.9676861155477368,0.9640785137550936,4.0,0.2824274213347996,17.279191960982885,13.83458031370435,0.535321367703814,0.5535824779477393,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8983674480076878,6.40388807629198,5.070064303831541,0.9689384071015518,0.9654772081271986,1.0,0.1964568854790352,18.25065239170506,14.32335994390556,0.4612878921802285,0.470207407416735,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8977800729072754,6.464504838912109,5.09393752707388,0.9682517406544312,0.9648462793735668,0.0,0.1843130882858668,17.889997055582647,14.27254101982495,0.4607610978842402,0.4651690115192206,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8970535322549659,6.46433075084095,5.1202722664952685,0.9688687805666087,0.9659182067478884,2.0,0.2155211218443644,17.806234609902642,14.141087933731804,0.4821338941495293,0.4976569894750817,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8963285299319141,6.538366666751656,5.142993622842448,0.9677187819657844,0.964503156116841,3.0,0.2302619531470581,17.08081055066534,13.79294507446599,0.4936586328977191,0.4992853221978924,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8941112923820271,6.547282694014721,5.1653445774268505,0.9674220822051756,0.9637586875409008,0.0,0.2792458366944662,17.163752411773576,13.85006346389379,0.5326393832653127,0.5218484188409683,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8945617247326051,6.517952902179759,5.154129516831919,0.9674071181242824,0.9632769218869452,1.0,0.2690924963143106,17.435328476852334,13.956184813835009,0.5260275744199134,0.5209204504306905,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8940513669554554,6.527649173630763,5.161583747092639,0.968006362594364,0.964734315385074,2.0,0.2726718459873873,17.475373860779147,13.860543465118567,0.5244669519162359,0.5291290048044569,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8957304193105833,6.549083818070653,5.179098549353247,0.9684732935526116,0.9649125893636524,3.0,0.2653783961737304,16.776709126162444,13.37551402296036,0.5198447395616624,0.5363329193927255,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8945378136146234,6.490191768718822,5.132303282837546,0.9677153473550688,0.9647244772510132,4.0,0.2650285655020664,17.782132511995687,13.981030879629635,0.5180497403170746,0.5343437156269542,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8976835039055125,6.44422820194513,5.090794469457708,0.9687953998077488,0.966008675896537,4.0,0.2216886207386763,17.757377486611485,14.359800666274737,0.4825535184696596,0.4810698950433031,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8942631164660625,6.491406249124879,5.14817784184111,0.9686403474637016,0.9656480251376766,3.0,0.2839124640652635,17.54018366884904,13.75180938434908,0.5441155498608332,0.5476891345517635,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8985717980446142,6.399454488513043,5.054559287672912,0.9688742362364328,0.9664404787692146,2.0,0.2016099649438372,18.09958758919912,14.374906040564376,0.4769852810449088,0.4746337753628588,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.893400631659472,6.593984016766896,5.224957485371523,0.967573326878783,0.9639419784224508,1.0,0.299913715533283,16.659678067125164,13.095087400548705,0.5568624441628441,0.5449768420958643,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8944430767337874,6.496076285390103,5.10527925254009,0.9680806446453234,0.9657829891485809,0.0,0.2560054132641428,17.860495838403658,14.337458816382508,0.5117578085141896,0.5063212636142265,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8944267809846078,6.55301584444605,5.1790644611335495,0.9674157231573426,0.9636402252940433,2.0,0.2324176617599174,17.54563087409832,13.930185120517342,0.4952903046266229,0.5019988710444817,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8946387464005802,6.566548539920298,5.184299998163793,0.9678047424935136,0.963982044673732,4.0,0.2403714123914263,17.223123851854837,13.796872925729964,0.5011371164617173,0.512049887909321,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8971756792876996,6.438443414199935,5.102425467866324,0.9678572747393414,0.964564398663053,0.0,0.2356088531988387,17.833576062585678,14.129573353909464,0.4913851274191341,0.5017822521057825,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8953811933572791,6.456390083696944,5.069961922756763,0.9674907398706514,0.9649217401427927,1.0,0.2348963058370337,18.16784429790169,14.47870571820498,0.4966710084508656,0.4990049622212515,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8965787383834032,6.481008959938817,5.141631358713838,0.9679449243070092,0.9649708217191422,3.0,0.2180196418568785,17.770867821850036,13.927045020576143,0.4829557459108054,0.4824713793741363,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8979081947140154,6.403252924198669,5.034807384012738,0.9686819874384498,0.9662976763041148,2.0,0.2251920247451247,18.0864069425852,14.517294930433073,0.4878659340686854,0.4861082700643016,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8957554762535614,6.481694031433203,5.081082230546374,0.9685905070879872,0.965998019294214,3.0,0.2643805086198089,17.50541350526535,14.31320376935137,0.5212710269505698,0.5121111410127641,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.894591457109982,6.565744690154116,5.16643371820297,0.9682505198305172,0.9658484574790992,4.0,0.2757091426213929,16.86442353824357,13.263185926905756,0.5346029971758308,0.541828345348439,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.898118198631664,6.540091645720692,5.153816345941978,0.9681874778406788,0.9651901197585624,0.0,0.1819417061991189,16.90377897349554,13.401164216147365,0.4586768003194136,0.4672536029653884,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8956622434992436,6.494535506879339,5.114638871587705,0.9671142230998444,0.9638230008863262,1.0,0.212398885347025,17.988413556739935,14.370759064275918,0.4803572522557218,0.4908233218160065,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8907640078599847,6.651991578210109,5.245082724935733,0.964618480094176,0.9604587257902802,3.0,0.2607925588315786,17.37343967985458,13.842216015089164,0.513886804245929,0.525330788732353,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8930125502882109,6.620097540736335,5.192672622107967,0.9654838348088032,0.9617261990564387,2.0,0.2007268518684596,17.6547171953122,14.131033230452674,0.4749637781303931,0.4673329405211358,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8913954519613312,6.6492242506705255,5.192142444607663,0.96443018071416,0.961454634538491,1.0,0.2283367074727584,17.570116580069463,13.920952993337254,0.4930077694365369,0.5038986386963656,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8911272170114943,6.594337252915203,5.151832411555881,0.9637809371889962,0.960364906128763,4.0,0.2231393205612351,18.294875588109708,14.643050754458164,0.4840744572637479,0.4834785210447265,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8914938274644136,6.633729164276077,5.200242253641815,0.9650979770270212,0.9622817140377982,0.0,0.2561788285521226,17.385979941031003,13.77876563786008,0.5120806630626656,0.5243505712481019,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8883626586369818,6.735234291772885,5.279347506426736,0.9648853291158878,0.9620960698026608,0.0,0.2900574926793106,16.91651828461302,13.285129286694104,0.5394501195529433,0.5502076110342534,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8914130172685983,6.558402520898167,5.143168209083118,0.9645550243059468,0.9615531686656916,1.0,0.2455523735251686,18.29708167162036,14.46815958749755,0.4979959363028925,0.4996976875431292,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8905915064152521,6.76108086359187,5.2527157779409945,0.9651043221605896,0.962237771231692,2.0,0.2366005877548839,16.51401607561644,13.323644165196944,0.5059594073282568,0.5003717652305624,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8938661731880203,6.561895498753355,5.150684504835352,0.9664206852967028,0.9643515526298868,3.0,0.2513250853248816,17.427688541625244,13.958691769547327,0.5046987117055298,0.5067567790165112,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8935020587446667,6.603948908788865,5.17118855184233,0.9651497656556558,0.961740581922885,4.0,0.2326959459446292,17.30481241188358,13.861899725651575,0.4914909783230555,0.5058952379613257,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8921601460700498,6.652178092639397,5.258793337005753,0.9652166810599884,0.9618140014045498,2.0,0.2347458985685474,17.205082640286648,13.48238312267294,0.500085937574977,0.5124960366871807,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8941246881492992,6.646959433929495,5.22454767780634,0.9647399003386036,0.9606618364769826,0.0,0.1438520810500019,17.541930026288522,13.95966659807956,0.4290095025581197,0.4372364043251336,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8946846654548286,6.526318026686316,5.137814116782958,0.9651210809089964,0.9623180040418784,1.0,0.2002363618359932,18.122661715576232,14.418800186165,0.4715635231220446,0.4754100005940051,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8927207578236867,6.606045984000831,5.228965775492717,0.9654061624516612,0.9615254901034443,3.0,0.2434165331494794,17.425026143103736,13.602033950617283,0.5084620582089092,0.5160360552759832,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8890486632292776,6.710773323308191,5.229480530052638,0.9641450944225896,0.9616213872839452,4.0,0.2891775155714546,16.94837076639372,13.555413340192043,0.5408776181823318,0.5530932842093778,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1851418188043805,18.02964217103856,14.383624299319122,0.4303082362037939,0.4116204864301084,3.0,0.0869114108814899,19.826640829948754,15.984972017773233,0.319911195172164,0.3193530897818461,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1813550723274063,18.406309474492577,14.683164836527574,0.4258831828911287,0.4114695881590956,2.0,0.1108453839775227,18.20410404079001,14.932894443657666,0.3537212947802789,0.3399646385679795,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1785320294072332,18.27516389399493,14.649668072693489,0.422553308400947,0.4058214211032583,4.0,0.110276200355567,18.92020171962875,15.127816880301872,0.3464094882644938,0.3395290835563431,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.183093165502718,18.10874771396765,14.422891544679883,0.4279225971823737,0.4074166576439075,1.0,0.0861709298508012,19.62710790004476,15.909319549498688,0.3156166973377848,0.3343025299609392,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1853322145544351,18.234589200508257,14.61660422490531,0.430539563348039,0.4127837196607514,0.0,0.0761635908725523,18.99443410086917,15.092286770319925,0.3329791532640092,0.3350092347095147,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1985674698940566,17.98046819713098,14.361333037789002,0.4456258907465801,0.425642712366353,2.0,0.0242806887587769,20.123358626948708,16.060994445165786,0.2448025627399263,0.2768262529148765,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1858853994702352,18.21577519175844,14.536059357430116,0.4311718915998628,0.4117209696555248,3.0,0.0822092816050208,19.013531040123905,15.254268676954029,0.3165532471199785,0.3175378588171996,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.191831391804938,18.016943593250137,14.371461129811207,0.4379972858845051,0.4245385555811116,1.0,0.0729278779732357,19.771370823626057,16.081210195029108,0.2965314260716061,0.2746461870388061,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1881175113377033,18.275666199263444,14.621701504435777,0.4337635084933035,0.4141066707043179,0.0,0.0622143257499729,18.93658754635512,15.138770586230692,0.2836336505034141,0.2908877988277586,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.205770124713195,18.064998012025203,14.44776193688908,0.4536684712894881,0.4348076842788358,4.0,-0.0099661396617605,19.69058986702604,15.771976622657109,0.2274043521106374,0.2360156621981017,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1848574631439112,18.226649858540565,14.556339721870753,0.4299626407863004,0.4127577610470115,0.0,0.0637154120148365,19.302687316321432,15.46722619278175,0.2942679375604678,0.297009847825667,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1778543831784297,18.209067057894508,14.51158879516063,0.4217421436221202,0.4022370283498294,3.0,0.091416904653482,19.42549518119744,15.8674006594118,0.3366734015460546,0.3466585946572489,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1842538018511643,18.295299718711323,14.728704893742256,0.4292818984854183,0.4105369433341798,1.0,0.0965715853199404,18.70376450901867,14.74815358164939,0.3326030565082962,0.3465298113569391,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1864631313031336,18.13217973182658,14.450123515762746,0.4318225837584627,0.4164896922574562,2.0,0.0505308520397453,19.76747688486825,15.857635810018431,0.2670738391112675,0.2788048909610833,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1864847977991891,18.112966997056606,14.508467524036956,0.4318502974465815,0.4153735938937795,4.0,0.0871414236489027,19.47515581483478,15.371466240488685,0.311172398821068,0.3028894762295649,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1801785276295506,18.133700243954987,14.55813111923696,0.4245008046709613,0.4074180742493922,3.0,0.1177698244003672,19.343115802245205,15.293454552224564,0.3486915983774109,0.3436653100231617,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1882645243858759,18.05757988141568,14.415779294333502,0.4339123540112438,0.4145079767236019,2.0,0.0639146857427896,19.86195541846597,16.06757178863318,0.2918377290886252,0.2976556690499017,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1801416294833261,18.36493810071455,14.73248051586535,0.424463298237804,0.4008825891422482,0.0,0.1095606332027163,18.464628776549883,14.753136181538466,0.3476888538361152,0.3653414211515988,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1882270826644008,18.137436163507832,14.547800778177535,0.4338825357456814,0.4118623162626804,4.0,0.0918909337516423,19.24105252740189,15.174936678814168,0.3179055242926097,0.3354392092915207,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1901290414714288,18.242466071085573,14.599278169808931,0.4360518438315311,0.4183851328463247,1.0,0.0617053912037453,19.00613876237617,15.165217572320088,0.2909627505599252,0.2778511526008538,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1930381187935547,18.105238976209723,14.44005120434282,0.4393809962061499,0.4230373071384531,3.0,0.0557023175169028,19.522803326314925,15.814858219280932,0.2773834075597836,0.2661010473347787,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1866952285559036,17.917460674552895,14.432472886939122,0.4320971755833126,0.4128277234517995,4.0,0.0956508551358471,20.108542371060587,15.910547370574042,0.3246930947995284,0.3185848775215493,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1774461144229697,18.60546834692645,14.91509187821554,0.4212636135975768,0.4043316023479232,0.0,0.1087515320899578,17.507094506321966,13.931027348007412,0.3646333902131913,0.3623028802777289,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1833030032811338,18.289507491892405,14.647423966279751,0.4281599216699542,0.4052015558759506,1.0,0.0975104707666743,18.738869500212004,15.198974714676574,0.3376317430771597,0.3466054025245565,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1868263749848216,18.154652409915407,14.523755422261548,0.4322571741169255,0.4142267432041378,2.0,0.0817683706652399,19.33012243701628,15.354296561896511,0.3091269217657089,0.3170049307941033,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1965044858864757,18.14949765641844,14.522258871896254,0.4433273773642041,0.4283872501727847,1.0,0.0265982173870186,19.44914458577994,15.40182399824186,0.2475362883787326,0.2476628629025417,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1895227571376379,18.010920855051427,14.40433881128082,0.4353561770184599,0.4187636314523875,0.0,0.0696071238720584,19.947341796591864,16.040347313985674,0.293357734896169,0.2922387669447519,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1929741005493881,18.25130841607121,14.50705703177439,0.4393033253189413,0.4243446275340386,4.0,0.0371624092417439,19.05392402285364,15.54590546392435,0.2750594784479048,0.262747364335854,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1879770090895841,18.12314901893313,14.461599663026652,0.4336032985087735,0.415458542370626,3.0,0.0533578451621481,19.70907181345892,15.961150525747296,0.2900347730904771,0.2964043284139369,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1866059477428751,18.11456259432058,14.443423190058931,0.4320401020292266,0.4168637690591338,2.0,0.0964646001756708,19.340047982399323,15.77747189594898,0.3242170343571089,0.306662255600064,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1926611816425341,18.326873853889243,14.70080844688436,0.4389501508221066,0.419217359234836,3.0,0.0516943993906335,18.592250517150926,14.618353293016536,0.2845281085512781,0.282090243051339,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1955882342787268,17.972911107222476,14.373802116794534,0.4422912277366591,0.4222045677641603,4.0,0.0421854047859324,20.10974995680915,16.112567960325215,0.2687492161623678,0.2819278270480826,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1802876952028462,18.08709241020446,14.504596870651278,0.4246457550178819,0.4075148260413028,1.0,0.1026544864207145,19.669913240616783,15.67535026312405,0.3384015532059541,0.3322610428428154,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1874188372691885,18.22656237139327,14.565678965864812,0.4329221250755136,0.4176865730360478,2.0,0.0878675616877646,18.9321016182878,15.139449715775076,0.3196953996999189,0.3054259268598409,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1932304532464235,18.03505181088215,14.346974560917088,0.4395872917942562,0.4252581363949793,0.0,0.0279285001397352,20.062107739866605,16.155347019474075,0.2592774917986594,0.2493785711428753,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1731435414414573,18.17402019471972,14.540633545309436,0.4161119829871751,0.3940764769247333,0.0,0.1299784834136808,19.28778668526921,15.44848364918972,0.3680912414232206,0.3771561442348864,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.181435541533029,18.280110517942035,14.670265604018857,0.4259553226155885,0.4072292982984343,1.0,0.091605397727942,18.95986096875937,14.970673412923896,0.3203308261761327,0.3364427079032079,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1765069276345831,18.35929009904888,14.691311265186409,0.4201363873279071,0.4074041358989833,2.0,0.1122314251335133,18.63290243284912,14.97928466417692,0.3455406553890921,0.3276660974347691,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1874195119015813,18.27494053826522,14.66493207416123,0.4329604778499584,0.4177709127113281,3.0,0.0577682362875793,19.03440333756374,14.97727610560916,0.2910710979500662,0.2911030821929259,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1937404449005377,18.37207685734295,14.700025731419773,0.4401716376570201,0.4207815291715589,4.0,0.0253019358683734,18.57667239143012,14.83035830067123,0.2821741332703248,0.2945133295927205,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1919809812674335,17.94708442661788,14.369757211911097,0.4381996355183948,0.42022226830028,3.0,0.0413566706560382,20.21406476546508,15.972204231365604,0.2906431621881873,0.2827042135162279,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1900385418202801,18.16916986983065,14.5498339503568,0.4359350355762814,0.4171041095132686,4.0,0.0553374446643194,19.36189971048231,15.576606748262856,0.2834579043191302,0.2967754063735988,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1888693997415713,18.04339550261717,14.426403398401249,0.4345969765676831,0.414817637880861,2.0,0.0764792319095666,19.7326957623967,16.011880901478,0.321988122273564,0.3239803209718417,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1796578070661356,17.861797159666125,14.315762397383253,0.4238709726256282,0.4086310589985276,0.0,0.1181414497147413,20.413142719139017,16.330356304576053,0.3464828446382884,0.3372094821958623,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1761992363064924,18.25836071260704,14.654584432942002,0.4197676791270053,0.4017774727582077,1.0,0.1244722929324999,18.925153364473765,15.002987894326262,0.3577731987301636,0.3513263691060214,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1823865498152289,18.17607119876631,14.508390500968243,0.4270969816586484,0.4105577838795929,1.0,0.0913809538104948,19.329417901544247,15.629456246531998,0.3229009931781907,0.3250583554436771,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1957873457682721,18.17168275965156,14.573293113715456,0.4425026526089958,0.4212945428213708,2.0,0.0251106422919271,19.390953412130774,15.379802261558416,0.2441109431472512,0.2562589391075449,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1802787132935034,18.11318433559133,14.45407842910257,0.424626312869412,0.406708476988823,4.0,0.1012936151583099,19.605077440549696,15.77086348356246,0.3293857383052585,0.3270651274376819,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1960323340303756,18.3388112189724,14.656618107968027,0.4427679456313101,0.4258705650831225,0.0,0.0287336362396103,18.519217305821137,14.691868536942842,0.2692379855000832,0.2671826273932435,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1816174204026975,18.26936448177227,14.643223804625643,0.4261840353349589,0.4066893500013034,3.0,0.0878312258134298,18.95336072587209,15.138483155771958,0.3209010871652531,0.3406928145207969,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1866817614958872,18.252963874971368,14.56604656070656,0.4320982001717328,0.4118632082937655,1.0,0.0866715509751524,18.855315756358184,15.413053788340092,0.316930271995598,0.3069390563942014,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1957445645706889,18.068259229297887,14.366578531376328,0.44243830511403,0.4335918866398294,0.0,0.0285099861860517,19.76462906471422,15.998184022445969,0.2625037460872186,0.2328402689598596,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1947683129523421,17.94854853192311,14.329120919327233,0.4413627491817254,0.420017817140997,2.0,0.0542968926223378,20.11967838078098,16.098510177679618,0.2735687449808032,0.2868514784898588,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.180658267726313,18.34663130684764,14.632938292215725,0.4250600547151948,0.4101792493395533,4.0,0.0987072247756406,18.636865540454583,15.177933764004718,0.3314912258992102,0.315262609836707,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1915058381478546,18.20975122975869,14.600091782074916,0.4376308246957069,0.4167382806083594,3.0,0.0655115519901572,19.03133458213771,14.96541203003154,0.2904468070140991,0.3000744689566959,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1823501478528646,18.307374295233213,14.600109575379244,0.4270577006629,0.4148920002652486,1.0,0.0955832947182125,18.67381951241285,14.837250801562982,0.339965901577936,0.3189551849276828,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1892429054630727,18.151706367774725,14.535428075712886,0.4350313267254658,0.4135272463435827,3.0,0.0690055002308978,19.347528458080728,15.493751420555006,0.3078026901505468,0.3143263562131863,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1936977195536937,18.2083752010693,14.537522668735916,0.4401756610556008,0.4235467092941016,4.0,0.0185341000696022,19.404847792617893,15.60860889043347,0.2628689515155559,0.2702139369493107,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1984187079919972,18.01895124094717,14.410862257903084,0.4454780202568069,0.4246328176399364,2.0,0.0031361707179212,20.1748245822336,16.232259394956642,0.2504467811059302,0.2659355095600482,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1939492653766353,17.965362827049173,14.314805729793909,0.440445468284296,0.4216965567241848,0.0,0.0440769792989399,20.15563503767968,16.2752813944749,0.2765528196456611,0.2817290576783051,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1889259720333144,18.04760983405013,14.41792899213738,0.4346870968352416,0.4119197373606909,0.0,0.0588186484316141,19.93665464406388,16.08733326522265,0.2870280377343914,0.2906076960340956,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1882900868504964,18.041622428146,14.334796431175306,0.4339613660079651,0.420659078592463,3.0,0.0866370360024114,19.682451907614613,15.887035549164416,0.3125651637323487,0.2959851868118224,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1779021918595362,18.34210621853769,14.647941996011776,0.4218085744529759,0.4057408366265626,2.0,0.1188381075337379,18.57360348556347,15.052274755799534,0.3550560917815802,0.332057738954557,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1770294541711602,18.365112443740024,14.642986308711285,0.4207908050867217,0.4083881164341817,1.0,0.1106183418936024,18.60611870488213,15.066743513526667,0.3462233127018832,0.3280992601334976,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1751108478819579,18.158227235241323,14.516727665057104,0.4184799793292701,0.4062554406231806,4.0,0.1043425979577593,19.59655091315076,15.389412409178195,0.3323760556769697,0.3285222503995966,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1818183609818109,17.981799565707533,14.365636736877669,0.4264180184547262,0.4098012635786063,4.0,0.1016072018733545,20.05510606471643,16.44121408814108,0.330612385318103,0.311149290047527,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1901206919742828,18.29469959145624,14.59974194988577,0.4360352713684382,0.4217689531813337,3.0,0.0458905093161697,18.91261772570723,15.108906935182448,0.281275038687315,0.2824167635441676,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1797365771022129,18.218515286251503,14.547101661660294,0.4239641246385626,0.4027187316558455,0.0,0.0995790957705152,19.214894943132883,15.529928506143987,0.3283377323191885,0.3435550687441886,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1866814112341347,18.32639102599336,14.6444416186981,0.4320712579497275,0.4111512261813063,1.0,0.0520476123188429,18.88210115081356,15.391302461660644,0.2847329864515536,0.2963645592177242,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1860976199603519,18.176821632495685,14.573779902693872,0.4314200984348658,0.4104210448215661,2.0,0.0467707223023139,19.50747420123824,15.39007968263439,0.3024807693041878,0.3213933429777535,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1879283397689334,18.199935169083275,14.587952128952464,0.4335404185700229,0.4154033927373173,3.0,0.073298300138161,19.164575552256885,15.251287093232396,0.2994801763245328,0.2978600277249799,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2005114200161825,18.12294095870932,14.432134411557092,0.4478118853030813,0.4314358979260423,2.0,0.0132770649991765,19.471911243218592,15.765417026190198,0.247171915728425,0.252279049359468,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2018025469197687,18.21236749537581,14.581437254279004,0.4492399028089653,0.4302885677822917,1.0,-0.001176307883449,19.12552396260896,15.135423737681013,0.2428863725448117,0.2432651004512045,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2035559194117376,17.65475976956199,14.154554823124204,0.451232826779023,0.4268081336337354,0.0,0.0222765415179576,21.282188509510465,17.156455489857546,0.2386650770001764,0.2629055241041101,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1951247838097698,18.21006431729498,14.579530755511865,0.4417381992911237,0.4223686664821734,4.0,0.0330389486681262,19.1789107156536,15.306608116511628,0.2749394566410361,0.2741183198985186,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1824855680235063,18.22280709292476,14.530598854083593,0.42721153560445,0.4071882617709043,3.0,0.1023089044962977,19.040851063713724,15.427986100947493,0.3363780611923187,0.3400266293959152,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2056887901674108,18.2028404414974,14.55654729423764,0.4535619056089315,0.4358790808868011,4.0,-0.023649431183782,19.195437539928243,15.4510703476671,0.2150875763972339,0.2278696485774946,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1761911655831776,18.051888231021028,14.43220814077225,0.4197740424065143,0.3982782831775828,2.0,0.1157376203421214,19.86382446492828,16.02541229692415,0.3457491230770326,0.3663207403179656,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1792366114683096,18.314300800359565,14.661887123483613,0.4234292061174882,0.4058044820045081,0.0,0.1159133283565705,18.66311830403372,14.937460712101329,0.3500335717647586,0.3489585465468464,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1804855146719099,18.23683865517516,14.543651889521064,0.4248624847169475,0.4112154051689733,1.0,0.0878919848997781,19.068815334665945,15.364215621932283,0.3375633102032724,0.3148112448002205,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1875931905971181,18.278676269151475,14.689765189737312,0.4332119162153815,0.4138675572885321,4.0,0.0666110876917452,18.91610068032669,14.821840510485009,0.2891674281813294,0.3014572405893375,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1846417424192717,17.958521043062117,14.338967759141138,0.4297946738425855,0.4097006809065616,2.0,0.0700686241188885,20.334978816358745,16.23648006847076,0.2944588122510007,0.3214762454846512,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.190202782704246,18.21496930823493,14.516853879404591,0.4361347979498779,0.4205970783916175,3.0,0.0447475662762303,19.29380107263388,15.576184908479032,0.2766679549935825,0.2672222832391674,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1851725028465838,18.164823788358564,14.494166856635484,0.430329298969308,0.4129968782197742,0.0,0.060811337849934,19.57741282533231,15.78882285679683,0.3027211350693504,0.2993335438722896,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1749667741759248,18.17080349581324,14.580665512985725,0.4183149493366073,0.4016532652625516,1.0,0.1246623378520744,19.35120016571573,15.434044745767448,0.3572806522727192,0.3551371189980111,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.182538787595201,18.32261314782275,14.71656907798172,0.4272522564759867,0.4117681377258738,4.0,0.1024192390708036,18.60770259305102,14.508391673885711,0.3339652556454084,0.3204561799678176,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1811911421691222,18.20351880944844,14.539217362009497,0.4257041733623765,0.4035940269276323,0.0,0.1039622184801379,19.133164102295925,15.478026691295646,0.3290182442067979,0.3598455764323754,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1852025914671404,18.088715208054825,14.460988179417074,0.4303813562218996,0.4144174717245975,1.0,0.081412220826007,19.696868348547422,15.999566124137406,0.3009937230932913,0.310615580098933,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1909932313315594,18.254692237346003,14.565571884218766,0.4370586488460432,0.4265168057469618,2.0,0.0492188799983657,18.98981545078172,15.237645808439064,0.2915468279385116,0.2726820534130305,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1885298504650473,18.02492173256485,14.460545479408708,0.4342117585942914,0.4143236944074155,3.0,0.0658194212918035,19.96995664940593,16.001741688954112,0.2915335337080719,0.2948162572624051,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4591745303680838,14.69257621965582,11.627098746268892,0.6776527690342178,0.6910049287731598,0.0,0.3895211070575888,16.02420850510587,12.899121100030545,0.6304880643329926,0.6395311874581606,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4661681338232981,14.670215595074954,11.64976549563597,0.6827866877955089,0.6962704165341393,3.0,0.3473214086907286,16.353420431721975,13.134575256933925,0.5948276622710504,0.5959369784602324,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4725853873816308,14.893025695883296,11.87184229974588,0.6874745522831549,0.6944377269471184,4.0,0.3168057039022671,15.69706599396132,12.61958613026886,0.5765140152725017,0.5751963715953886,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4622505630855951,14.839617693816884,11.803279707500408,0.6799130424768642,0.6929629244620478,2.0,0.3740743497653386,15.658103187602704,12.47017223822147,0.6120231653459971,0.6128447513975827,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4606392455116684,14.825656319427408,11.814809265507554,0.678722710319997,0.688305671243401,1.0,0.3716350438357613,15.80457028243284,12.59259098547832,0.6105638115960724,0.6177681765238365,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4560781826424877,14.77427579453874,11.78248031496063,0.6756002336205466,0.6854422930372134,4.0,0.3703859032762853,16.078931574639203,12.821362940275652,0.6106883252476778,0.607948995857173,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.454067670386545,14.904567811548532,11.993128964059196,0.6741264994420476,0.6832436187310468,1.0,0.3660863012544245,15.941949422560144,12.565862708719852,0.6309176817089317,0.6397705706738464,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4519632451218117,14.844849861476082,11.86868365180467,0.6728353970661254,0.6776346260629039,0.0,0.3485892725176086,15.977029901101604,12.5691042047532,0.6041570585775167,0.630067319060148,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4531123806987112,14.80773160131607,11.754102133255406,0.6731451286618497,0.6838895168186095,2.0,0.3767591429600696,16.057068703514737,12.82584201388889,0.6170092591524255,0.6232095535595439,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4605009334366018,14.853356143320616,11.819946871364165,0.6786022079464826,0.6898920059907899,3.0,0.3801300243920132,15.6853227645967,12.530723177449085,0.6165503745848455,0.6217189085294771,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4695712989265288,14.73942656548452,11.780696465202723,0.685271190176746,0.6936149184058688,4.0,0.2909455038289845,16.58247194424763,13.254395535223122,0.5562109565905313,0.5648083502781195,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4605561970465087,14.627631320760251,11.65021363550522,0.6786594657341717,0.688353495079821,3.0,0.331200481046051,17.015781811104233,13.66078941892576,0.5859140566445933,0.5759914028596336,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4584161242467802,14.826864883469163,11.836102907620342,0.6770864373239369,0.6848867758687416,1.0,0.3297902492560719,16.045722284756827,12.789655557982169,0.5823511002413443,0.5951734053855513,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.447044430392239,14.738055493113093,11.714116521892343,0.6686366817440584,0.6740065945605446,0.0,0.3838945934861648,16.304197865412085,12.77269559865143,0.6258425776569416,0.6459744152167827,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.467935866178955,14.954913165446875,11.844260619761323,0.6840817030219213,0.6939028789529814,2.0,0.3285754493321045,15.435040936160611,12.531911617031197,0.5822304180335125,0.5863377626036254,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4370157417435309,14.771529888203702,11.812260536398467,0.6612275007600911,0.6675090653209611,0.0,0.3015041149870457,16.757092498599583,13.389569536423842,0.563939703467721,0.5599617200985805,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4543357325326859,14.771282264899442,11.690403938183648,0.6740443222345647,0.6868110221397614,1.0,0.3952790085457373,15.941931377401946,12.806678336635448,0.6347579989442564,0.6405015492762913,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4666277489159718,14.93705293664974,11.915273775216138,0.684695882844545,0.6923523558562422,2.0,0.3101517830339774,15.848672847733429,12.698563218390806,0.5683585794322804,0.5809978341328174,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4501139744459446,14.993679407123135,11.9845382585752,0.6714295067469894,0.6716895245445269,4.0,0.2226601416724699,16.413315944637986,12.647014925373137,0.5416293062340577,0.5591084883210458,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4603730031542976,14.722442856064934,11.753949294077136,0.6785079752576126,0.6845666852545226,3.0,0.3356446739813121,16.57405747093966,13.327429991883117,0.6025535423130514,0.6137951339737178,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3426047139698218,16.10055531390762,12.756717015196813,0.5853369441340904,0.5920419289410584,3.0,0.3809105690273509,16.526134987896235,13.224002092973278,0.618676311741633,0.6324264049174327,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3560356398591191,15.898317866442817,12.592396580901,0.596701261136019,0.6078474520789069,0.0,0.2518800946504697,17.08625133820905,13.664017572809176,0.5330109123027589,0.5280208313171333,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3267549688132245,16.39848906521114,12.938709552318258,0.5716393168024572,0.5742185222184786,4.0,0.253396585313816,15.53124071242319,12.632296557525688,0.5160299187939752,0.507876164710132,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3557199442526642,15.896709618770608,12.63241081850792,0.5964334301881926,0.6014823677566592,1.0,0.2693062082574927,18.155723449538943,14.619608065685483,0.5880945029040501,0.6029273888558051,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3604741262474733,15.517016563607209,12.388076706704084,0.6004080647353248,0.6093047869995748,2.0,0.2064580499855904,18.3798436924199,14.60655760816758,0.4665403524598865,0.4623355163667598,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3659264357897264,16.022825157395967,12.815699840340606,0.6050085972414252,0.6108145549552836,2.0,0.2866067706830125,17.066854901588755,13.378985507246377,0.5676643810057999,0.5867218849252887,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3612572017358768,16.109966532848468,12.863641552511414,0.6013384644870554,0.6114628885222249,4.0,0.3357978045574952,16.385585820482966,12.950220913107511,0.5804421122398633,0.5806917375906853,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3455009850391857,16.553926984236696,13.106498599439774,0.5879388776143293,0.5946969520664886,0.0,0.3615193335094688,15.190750505777936,12.259287925696594,0.6027424262080525,0.5967210090866131,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3612182691147164,16.10727173976247,12.82129319955407,0.6011035768284658,0.6107767097467826,3.0,0.3302339156480521,16.45982681391615,13.119701726844584,0.5754608065898456,0.5759519989030031,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3603033221176643,15.868718277801134,12.672637362637362,0.6007834866173656,0.6069158784008123,1.0,0.2171649858523249,17.69677724088723,14.045008183306056,0.490159111307197,0.4964208960760569,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3456269631930379,16.47510727010507,13.094782769670646,0.5879128224994159,0.5911738152765307,0.0,0.2812754427548755,15.534845480599133,12.380405874951643,0.5432586807533797,0.5335881010671164,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3702388703759731,15.99014728950538,12.789646286118504,0.6084822662971952,0.6210150272901651,3.0,0.3002982767169113,16.829320896049072,13.261651129646252,0.5502446381355566,0.5419144922569654,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3252671755410763,16.42941040695919,12.987574945123862,0.5703373086766911,0.5726558822691061,1.0,0.2715958508188311,15.475904456760746,12.523942673205363,0.5322504665018322,0.5242609320754931,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3651487596674918,15.985078384508688,12.807820263874316,0.6042845518528484,0.6093838763356247,2.0,0.2891554005574974,17.16830297294168,13.435032348678336,0.566624619436338,0.5870977152025763,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3268475163479375,16.41510407238844,12.952738132216712,0.5717210546713136,0.5741052718458449,4.0,0.2511809091490906,15.574718550951216,12.645793907180671,0.5167479426231112,0.5114738242569893,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3518531885886603,15.8768134079585,12.684146341463412,0.596547802801642,0.6073532329677085,1.0,0.3220750236524177,17.39992117161194,13.779904306220097,0.5874418340846222,0.5872529917217771,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3310394170939067,16.44821921497629,13.008465608465608,0.5858986029575737,0.5901034205968112,0.0,0.349353168714587,16.224206601622335,13.126802218114603,0.6115971441280621,0.6292791409239944,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3596413407882688,16.19556971999765,12.884424379232506,0.5998605284493792,0.6108804939546599,3.0,0.3313033740108035,16.253882459043833,12.9649468892261,0.5773287724439342,0.5756588150632101,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3593062930721707,15.683626935315498,12.443181818181818,0.5998078704726109,0.6115032761851094,4.0,0.265662442403663,17.329764730929575,13.923111888111888,0.5280322705596432,0.5240788712010005,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3606699496572467,16.245301191754212,12.97454054054054,0.6015056130884492,0.6103696533739855,2.0,0.3065384754183058,16.083480048320265,12.579518072289158,0.5561631742636582,0.5619932759302952,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1434108488171332,18.630350539136792,15.035613463781075,0.378696255644079,0.3711986103456823,4.0,-0.0376649087460549,20.52826676016173,15.959023128509129,0.2334623948234234,0.2469357455782814,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0870583851071314,19.01200777167169,15.252584433144438,0.2950565928252657,0.3012058730909782,3.0,0.1557232974506143,19.050468376576514,15.35506193369358,0.4191065340077162,0.4199542634954263,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1029126328546262,18.518312877727272,14.82882989781658,0.3207999994692269,0.333489693886719,0.0,0.0265428037697808,20.276090763402514,16.525114896042865,0.2176223672665393,0.1959552978123447,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1228783155285837,19.17553021512952,15.424830714188198,0.3505400407253278,0.3582467400290776,1.0,0.0386857045501927,18.54448171827746,14.893117487837982,0.2364205110811624,0.223205792996451,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1218239142952644,19.226798724089992,15.407825461377332,0.3490328326921232,0.3490854738969996,2.0,0.0595794296542768,18.227348736409954,14.757464351892684,0.2679214090917702,0.2574849666713263,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1392452164825974,18.433056274440105,14.856415809420684,0.3742560659364574,0.372665996276133,1.0,-0.1412269797724268,21.69731455512662,16.927397260273974,0.0967528484576913,0.1026747625683152,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.128079226028836,18.58276142718539,14.809108291240207,0.3578815810136586,0.3664261371169871,2.0,0.0372977761084749,20.084920970061063,16.533929297985182,0.2341078422294515,0.2136601446785402,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0502970501971772,19.43506443293456,15.56460532931121,0.2274360427128748,0.2429769358892067,4.0,0.0060075002938558,17.245350871954813,13.872850678733032,0.2705054423820683,0.2489431465268364,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1039203503004498,19.345599921202734,15.458386167146974,0.3250681404305368,0.321619134704549,0.0,0.0914322612594649,18.215970872495,14.882614942528734,0.320307665587379,0.3035109955052309,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.109217997562649,19.0090762742664,15.260010970927045,0.3418226479188737,0.3474210123862079,3.0,0.0748710221186748,19.361687276953067,15.21907894736842,0.2880341422659832,0.3015261743625949,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1183820434190729,18.95544144525952,15.194676581853416,0.3440669266665784,0.3579096155464948,0.0,0.0391298752825838,19.15148558508745,15.499085499577353,0.2273556652312449,0.2182246122857445,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.118466381714228,19.216579747898844,15.469205068885492,0.3441894620203494,0.3449877942422097,1.0,0.0774635357701862,18.394813524897334,14.740031091487078,0.3183013193829926,0.3226378791245279,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1445604907590378,18.22085819450036,14.666218464725722,0.3802111202987213,0.3770172972733479,4.0,-0.0645643151246313,21.64447511780049,17.080302409252223,0.1379263021246836,0.1357202648629288,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1344586295842096,19.034149930841004,15.251023219100826,0.366686015975369,0.371919973215809,3.0,0.0296462974280393,18.909945903491472,15.26872954071342,0.1788386837209114,0.1820986722314518,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1506104457589128,18.46640287185757,14.879585295853229,0.3880856217990452,0.3854411799747355,2.0,-0.0747894200735823,21.118795613177,16.535045282317007,0.1456727010957136,0.1574014191866778,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1133825127395292,18.6185514041628,15.026977687626774,0.3380418237307476,0.3323007807278166,4.0,0.0177005005083596,21.40161203791319,16.549237472766883,0.3951576234581843,0.3495896744093488,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1048759839820773,19.311839913565112,15.356897538637664,0.3275659655681128,0.3280139158976029,2.0,0.0940339470889159,18.230977027899872,14.975584795321636,0.317773438236356,0.2952014872126429,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1167541221876055,19.09083507252194,15.246699134199137,0.3458325549734153,0.3511816823978976,1.0,0.0234117762069044,19.095544279248884,15.330874785591767,0.1988072609956988,0.2115791866677799,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0953829187848325,18.766489330808035,15.139022612688214,0.3088412517537648,0.3132261061691433,0.0,0.126868686922236,20.22492206429743,15.585225122927689,0.430337558916434,0.4036812495588681,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1044366777350863,19.096921851867183,15.200079505287198,0.3231666408141257,0.3283356391354821,3.0,0.0887567055820507,18.7787481886214,15.314749655442268,0.3149788765896872,0.311059367680383,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4697315045838477,14.709482530183417,11.733947934943536,0.6853868263529612,0.6946795308709942,2.0,0.3199288559382232,16.39856992491304,13.0079874765798,0.5784188307231013,0.5895871939226994,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4643020190323149,14.81095617817297,11.814694415835412,0.6814185675038765,0.6937793901929119,4.0,0.3562564590479531,15.858464477585107,12.443809807359274,0.6077301465230422,0.6116595592315918,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4713923754397144,14.504719745437296,11.6008760914025,0.6866021919389789,0.6934707641471657,1.0,0.3216095726074198,17.203848154380307,13.703603956565123,0.5818642249182626,0.5972480595825442,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4550851573977728,14.8666559062428,11.83459057884972,0.6746177111197305,0.6818656376477068,0.0,0.378144464456661,15.833858594498729,12.707521025551715,0.6186329247211769,0.6302414238633418,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.462624735577465,14.884301169268706,11.867245292080964,0.6801837066312588,0.691506760577382,3.0,0.353806698992131,15.659537131360768,12.457475815736384,0.6064446344712785,0.6119642577449972,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4676008619925276,14.853819376757,11.766595437017996,0.6838165997666981,0.6950489282721216,4.0,0.3274665571868824,15.763542305931631,12.835641718106997,0.5855472316245809,0.5875275443079091,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4581877241391439,14.670742558667872,11.738463457985215,0.676895676147186,0.6858678057619896,3.0,0.3840623566668827,16.45693684899104,12.976878174832818,0.6214228355513169,0.6293572107918137,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4457793472241287,14.916135763711234,11.91125642673522,0.6676680504693182,0.6772972194878463,2.0,0.426662281954142,15.56507273990294,12.352070473251027,0.6532781152156186,0.6612757634482883,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4534623688828226,14.894810544046388,11.861479655366324,0.6733961573566215,0.6837925804482782,1.0,0.3764466457428252,15.765486317464116,12.559117798353908,0.6194570225776048,0.634579146942573,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4592054672885366,14.73939279828918,11.708341902313624,0.6776475385992697,0.6883348401532742,0.0,0.3688669761852839,16.308561572117167,13.112686471193417,0.6118413261951527,0.6237585766228925,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4434797952507856,14.903986748416049,11.865808602711336,0.6659611817601516,0.6785738066373103,1.0,0.4249158298397779,15.741669240612064,12.524855253428177,0.65221896707995,0.6546056687696035,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4573297638800278,14.915114756268782,11.944048070171355,0.6762827885722872,0.6817966904158672,2.0,0.376258751211045,15.54091354373154,12.1410033668044,0.6165222972324751,0.6433356453825337,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4493724247938916,14.87937609574181,11.833338025234626,0.6703725649728631,0.6809418974219615,0.0,0.4075652138079614,15.74703540227899,12.574633227380106,0.640408870267425,0.6536493486664298,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4548712689856724,14.78332984552461,11.770909665513225,0.6744627094616534,0.6799291426724411,3.0,0.3873774157709653,16.132385370160492,12.991559067275542,0.6252408012511059,0.6480722080433048,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4586213235439246,14.764785661070622,11.776312391916695,0.6772340496851367,0.6873028777443538,4.0,0.3735323255695438,16.179716509762798,12.678836616635962,0.6131474904821723,0.6295810124438668,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4561111722695464,14.70058319018867,11.683014942159383,0.6753601116913734,0.6877707964206657,0.0,0.3758410495857256,16.510093256972887,13.250051440329218,0.613790056035377,0.6088422778016042,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4763220477151015,14.540690800165423,11.633059125964012,0.6904999034599961,0.7003221695421786,1.0,0.2849927715404701,17.176670643733384,13.747530864197527,0.552419546675873,0.568080501491275,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.471858985456302,14.783622616136553,11.766577562660668,0.6869200361236246,0.6962151966256729,2.0,0.3066737553373987,16.08787657330821,12.870146524562756,0.5701583947225405,0.5718713449135409,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4598717032365702,14.97947686821341,11.864598329048842,0.6781386922987473,0.6925772652723144,3.0,0.3534872432579948,15.367840961022235,12.59909336419753,0.6107276919025678,0.600236524001053,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4540764951790309,14.846387414687603,11.786446818766068,0.6738519902320679,0.6845832787495929,4.0,0.3946824764083431,15.818910585655876,12.851697530864197,0.6318625183205232,0.638006825380713,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3514314287566914,16.206850375437234,12.884625672931335,0.5928271467835947,0.603495013894949,0.0,0.3645040270977749,16.089095068525253,12.946273298641406,0.604396220730895,0.6031838913593869,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3435907666847724,16.22948434879222,12.922740810915236,0.5861762938685608,0.5919506777153726,2.0,0.3916029072038528,16.03473472181239,12.684669610891785,0.6287040219586073,0.6482421534504834,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3512466879471287,16.159941257952106,12.841360701904136,0.5926698912758432,0.6000498993153124,3.0,0.3642077388294075,16.309857877091133,13.112462618532918,0.6046588270470483,0.611365246214376,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3614162949467326,16.057971823298068,12.890856028430846,0.601189768111251,0.6083389847141643,1.0,0.3274092951692521,16.676040897760625,12.897552990742447,0.5724299431341704,0.5854887222889343,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3628882624784768,16.150053904532854,12.8650939910496,0.6024119156615944,0.609504341095786,4.0,0.3201349658209785,16.301501245402143,12.937823512938747,0.5665263828401312,0.5842693152510751,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3559954439257059,16.081088383532123,12.828226221079692,0.5968028358294775,0.605374562769846,2.0,0.3437277594678548,16.635883918351194,13.22880658436214,0.5880255554842587,0.5949286482506481,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3443595469079308,16.356531894142876,12.979125964010285,0.5868537278234895,0.5963172909015637,3.0,0.3930926981862702,15.501359873308235,12.558641975308642,0.6277456520138727,0.6318283854223424,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.360911980476713,15.938965205595778,12.657789203084834,0.6007921190786544,0.6094048292136613,0.0,0.3177521988973216,17.278800880748154,13.88796296296296,0.5663428466735172,0.5734023310019609,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3585946525466739,16.328694049351483,12.9680205655527,0.5989315751154959,0.6099998246021842,4.0,0.3305093393853147,15.622151921500322,12.464506172839506,0.5799059586403597,0.5770132434860421,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3564412221079993,16.140023062963934,12.805964010282777,0.5972009848085447,0.6074245007968405,1.0,0.344865271447663,16.37977791319518,13.176234567901236,0.5895505014459862,0.5870353248100033,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.368374777907496,16.08204005736113,12.73383649087596,0.606948956326131,0.6156218529970993,0.0,0.2929759641509486,16.601401035674268,13.453985113049535,0.5493248008923908,0.5536452141683774,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3565934158911763,16.233227754621698,12.98076545901474,0.59716429208013,0.608734111081989,1.0,0.3422656954600636,16.02017265511776,12.504581540873469,0.5851802156222984,0.5774427034772366,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3541609592567888,16.071802909801526,12.789162189302315,0.5951237600137493,0.6045984156438636,3.0,0.350921960858276,16.671609672321907,13.27710064834644,0.5951513900199369,0.5955039888271174,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3543153849158967,16.226289089578657,12.8813610343691,0.5952537480811,0.6056390231342585,2.0,0.3495809923292989,16.043191958086208,12.893726062970469,0.5943236283050994,0.5911583335330578,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.364379699120808,15.851833253747795,12.623997256311492,0.6036492455863296,0.6106127270334931,4.0,0.3181488945612853,17.440233041381664,13.83955692848754,0.5645218318017233,0.5721730169288073,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3566376696360606,16.2398456309859,12.83516709511568,0.5984248618341497,0.6100811730717643,4.0,0.3285419341362775,16.098234317717832,13.183333333333334,0.5818116022919344,0.5762409328384372,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3638388771312637,16.017242797624263,12.711568123393317,0.6032653234354607,0.6097423527695104,1.0,0.312059697086825,16.902966233466596,13.490329218106996,0.5601156309999683,0.5761527505220043,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3580377014553029,15.996103156562,12.688894601542415,0.5988079843778633,0.6060919927640938,0.0,0.3324771990745744,17.016919684700742,13.60164609053498,0.5805887555168439,0.5908864901901344,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3684471370335554,16.207872697287122,12.908637532133676,0.6069985457889723,0.619511771556056,3.0,0.28283473012106,16.170032283784778,12.82283950617284,0.5434397637140046,0.537405721905146,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3699326276181994,15.83040946258856,12.599794344473008,0.6083287919708975,0.613372542567388,2.0,0.2944315625114426,17.555008195873953,13.973251028806583,0.5462894658832271,0.5634022115834276,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1111085380982918,18.95756257233296,15.212645274868878,0.3333294789388273,0.3363139744769745,1.0,0.1082456703637533,19.153804742345315,15.338334349292513,0.3291522430031219,0.3412089351383492,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1159066302566016,18.997419051468288,15.22701065684904,0.3404506367058712,0.3470811626526202,2.0,0.0804274585078923,19.000870496569977,15.1887952742118,0.295726906322371,0.2931349959899137,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1023269652192553,19.153662457292256,15.284883186882311,0.3198858719782735,0.3297268670534961,3.0,0.1407394345233116,18.37576321786416,15.053169316735527,0.3809513745994877,0.3736804931432047,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1012957295833972,18.964405727484746,15.18737964205961,0.3182699067042529,0.3276208328092391,0.0,0.1436390302511565,19.13891356164897,15.494311978531297,0.3884946186564837,0.3816670312931783,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.1067767239117507,18.941216332072184,15.186395008900885,0.3267670884824373,0.3301265445807051,4.0,0.1243129399612302,19.223884377092386,15.437943906553691,0.3547739480303717,0.3652918713796568,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1021415121144546,19.070683971649512,15.341645244215938,0.3282869912692326,0.3347977191987016,0.0,0.1116179134956916,19.03199007173277,15.263168724279836,0.3377288317213916,0.3452677898397429,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1073176809151474,19.034790364381173,15.331876606683805,0.3286116775692939,0.3319692422471627,2.0,0.1256944082184365,18.80473355608173,14.855761316872428,0.3600982281125738,0.3791345783293126,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1119252266584086,19.132120042431094,15.35500713847954,0.334552277915438,0.3442121695175392,1.0,0.1003897055619297,18.46808501482941,14.707378063095652,0.3222506850284832,0.3129938655603105,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1153663205736535,18.996379779581087,15.18,0.339891788213289,0.3477848575663396,4.0,0.0822135209041686,19.05246600588359,15.471399176954732,0.3004083870624049,0.3085296204767165,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1175876269415983,18.956782332480064,15.148123393316194,0.3435153229254359,0.3475066076801815,3.0,0.0807406818815913,19.15794460697144,15.578189300411523,0.2888863372670184,0.3016031778609145,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1096028293533127,18.90728583650365,15.17623990628721,0.331063186684975,0.335849792962272,0.0,0.1137347880652643,19.349437098316432,15.428701046703544,0.3433570590910212,0.3544157107014641,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1011917224690188,19.00514655096835,15.247849239781823,0.3181064688799969,0.3238429703627623,3.0,0.1432353198507512,18.98652356392967,15.302100957416013,0.3936166381698502,0.3956381662110866,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1127519814490097,19.089661885857133,15.261840321774166,0.3357856243554645,0.3459982892520382,4.0,0.1014859337681352,18.614937975691124,15.124899762195646,0.3206135125999305,0.3115204375188364,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.111146253289316,18.813941486049234,15.099361468757214,0.3333860486746556,0.3383882753696766,1.0,0.1074033948531796,19.708225507836094,15.818942583928688,0.330111627041862,0.3324428687021784,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1047459242347684,18.9387482230336,15.184498243501126,0.3236447557921373,0.3244580085608647,2.0,0.1296833919525073,19.233031161652804,15.506223100965569,0.3679554737014981,0.3962589308379771,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1137254959737817,18.605883406409514,14.813663239074549,0.3372758131208754,0.3474739537954977,0.0,0.1007584777373785,20.474709279994883,16.91376028806584,0.3178659039579962,0.3088451259945386,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1015766117788561,18.733890457429048,15.02017994858612,0.3191162491094792,0.326103229696236,2.0,0.141569293759988,20.00212154385489,16.08641975308642,0.3885361146309335,0.3941811691572969,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1130090942625954,19.22621835698766,15.385122922655365,0.3361682529070751,0.346212471485866,1.0,0.0929352781556287,18.08030573037125,14.673495975173577,0.3178768724348014,0.3046519086749483,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1165792377642018,19.124607206931305,15.335044987146528,0.3415875132591717,0.3458052757154029,4.0,0.081090586560933,18.50152576846885,14.823405349794236,0.2935373705185018,0.2985205235972739,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.103490276613347,18.87030583110361,15.15845758354756,0.3229003139236037,0.3283294006181527,3.0,0.1315434393379183,19.5456777451824,15.514197530864196,0.3647625271800035,0.3670790168782018,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1863361135467042,18.536336257726656,14.76252889834928,0.5923307315633766,0.5956799234816996,4.0,-0.02052248903355,19.11762449894344,15.32257691883971,0.4888753389108188,0.486405900897251,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2359910371356087,17.194318728447602,13.617755725908443,0.530724037087148,0.5370882529906276,3.0,0.0025748873822388,20.718912678591305,16.70576413491276,0.4209588375104823,0.4220679908588844,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2404796929399456,17.60193539160684,13.988022252017563,0.5146435090411587,0.5296326506924769,2.0,0.1284296436176695,18.562128528948,15.021347919089257,0.4329615599543968,0.4335243885164377,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2942011200028954,16.577649894488474,13.149476781665768,0.5713597118388789,0.575553583139475,1.0,0.1958562342955477,19.24140662103608,15.243353388859674,0.5041779294300868,0.5301764342358192,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1873123124110347,17.690125342257677,14.123645064920296,0.5203909053848498,0.5232011922819726,0.0,0.0653550441896325,19.87993356569532,16.01433292247631,0.350720917644571,0.3284430279861116,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4547200840100667,14.629121202775137,11.573583634160938,0.6866728452122121,0.6867218356450903,1.0,0.3095689737581796,17.90473263072181,14.455423964512203,0.629075241876824,0.6388243378038745,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4095656992455767,15.723410717914325,12.477814720916324,0.6602557720500386,0.6644123926905797,4.0,0.2457815831629352,16.619990542453003,13.1791288125515,0.5509425907096777,0.5607731870736427,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3156076249220914,16.716062129495022,13.43783392687692,0.6227554588828057,0.6273623275258331,0.0,0.2528944082938155,17.205292234678925,13.650836103492312,0.5163795246312733,0.5260045218879035,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4465222769599534,15.265395861201426,12.15098661395148,0.6743619392149439,0.6784529537405819,3.0,0.2861502303372344,16.005517428223968,12.602983384938414,0.5662412223714529,0.5684082521870603,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4107236496007423,15.279163559420512,12.128923119482444,0.6554948844055303,0.6540253976076309,2.0,0.1336405375989051,16.439670698763976,12.666309877527034,0.4738230320324711,0.4819177345190383,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.276554570269418,16.97597945430411,13.434131981743707,0.5469397045260028,0.561742899244719,3.0,0.1551151305022138,18.278659230169897,14.654335630147846,0.4459292971107518,0.4585635962142027,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3047179550793847,17.018316521794745,13.505448638165298,0.5651522952221669,0.5732455273819664,1.0,0.2617071734196107,16.704084138898946,13.42845949253959,0.5301685879073346,0.5317116494469918,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3090036012315958,16.758732558994538,13.36436852769094,0.564113722985734,0.5675977560945343,4.0,0.0249186346873422,18.404647848766697,13.926730532385031,0.41296781154903,0.4439431448192475,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2271169020377883,17.179273217845832,13.66333093021785,0.502265096204187,0.506667517207114,0.0,0.2552426653054154,18.92439573054347,15.09035110074884,0.5275582440971595,0.5428299244529158,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3430230284121112,16.6843961808755,13.414056297775227,0.5921913429999572,0.5986640664328498,2.0,0.226725206897888,16.39916558801082,13.03774875799815,0.5068446977798731,0.4964730067698129,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4164208482663362,15.38270773932538,12.17524612797661,0.6546403336793508,0.6623199021798367,2.0,0.298827867795976,16.517292306134145,13.200138436631493,0.5588605088058742,0.553730003858862,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4195913413296239,15.422162364020044,12.240527909331853,0.650115728927728,0.6553925383888678,0.0,0.2783204165840749,16.48853183775969,13.087661468592678,0.5304632768274788,0.5457889993376538,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3897187208722724,15.563100449610191,12.404498659581511,0.6373270579671444,0.6377819653332473,1.0,0.1425179781656428,18.11687295203945,13.948301500026725,0.4919192682153804,0.5122722606440703,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3955887416763591,15.406854231615696,12.250179506810971,0.6468448809971261,0.6494779906222999,4.0,0.2799251399554081,17.331971535053228,13.590597059526514,0.5771393190595473,0.5870851541625514,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3771998815838279,15.771214362857169,12.60149460012955,0.6204586397925378,0.6242430493891234,3.0,0.2982716306340851,17.110913088605322,13.656287736245664,0.5514784839425386,0.5520010231842774,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1470349936934715,18.33040423277423,14.599985258732136,0.4601146816000523,0.4662279550430178,4.0,0.1328129753871553,19.664383783884137,15.788479790266823,0.4820402699497803,0.4981278316884373,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0956673080084233,18.98171879363356,15.076027857146649,0.4531184679786768,0.4599273055117034,2.0,0.1376943792769067,19.08703352925633,15.020920351750863,0.466853037131301,0.4972702504399718,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1697752972537849,18.356809298253644,14.584730635280104,0.4947029005312362,0.5029968943006491,1.0,0.1225766851921426,18.72003809190249,15.209252736809548,0.467932512345095,0.4714032494712137,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1542836493318236,18.884471907399703,15.053769412378417,0.4870442358236467,0.4908472544596547,3.0,-0.1012954036684576,19.893534184342062,15.944198411363022,0.3072729141834472,0.3251141940583769,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1505376374916733,18.83670440871899,14.878846527181429,0.4823591158009278,0.4948412456512538,0.0,-0.0162427366104442,18.49584399638305,14.926055214683071,0.3585414479620036,0.3706722764292477,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3404605646045613,15.885785832683723,12.587983637056364,0.6115460475894781,0.6169208936914439,3.0,0.1249341052646322,19.184030839768187,15.598135414522282,0.4584349788567537,0.4467699875198803,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4649006033660477,14.98487643967322,11.75210991383685,0.6868247281053307,0.6938250659217331,1.0,0.2665083561759158,16.33067243086286,13.244738125271269,0.5312850520176192,0.5316315060962602,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3542687956438363,15.956225685664268,12.71649594676738,0.6198489507208333,0.6233174683061412,4.0,0.3566499143396157,17.06822819276871,13.68559140085921,0.6163178793693284,0.6446125823819303,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.362869965445989,16.180577567821945,12.787105483444291,0.622642980877221,0.6202257647038549,0.0,0.2413744331604382,16.262964287921594,13.098864381603386,0.5166696905829352,0.5222155221367146,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3758441223791503,15.965015207517023,12.711400790829554,0.613970878653148,0.6234283258802447,2.0,0.2895975409776677,16.821988327143863,13.527409895658494,0.5393833262369443,0.5320411024614081,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2158070290143463,18.143863364374752,14.451579890336752,0.5242994685426129,0.5298134480144377,3.0,0.0763215235455329,18.358997459227567,14.701554336331109,0.4292992137802112,0.4291640858581002,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2520243295082642,17.368177008856097,13.802102572751412,0.5242058234836307,0.5432221776988666,1.0,0.1260382494673102,18.88418334660188,15.018432884785666,0.4142382736241775,0.4060131474302676,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1413287143221427,18.242589590962485,14.578175145180383,0.4371208620341485,0.44654924058576,4.0,0.1606148008251732,19.86021230934717,15.801948792133723,0.4585714935742249,0.4772650106876006,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1730419490471083,18.25588067898645,14.572264458201126,0.4701262858651231,0.4731326897994621,2.0,0.1188503538275613,18.966359357993053,15.306312518310548,0.4166612574020921,0.4023527301428425,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2607844483074806,17.02390024305449,13.488936713669368,0.530624441372809,0.5328169071274134,0.0,0.1985514785972444,19.246390550695388,15.31398672585015,0.5233118030205675,0.5387938396312553,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3270377689330379,16.2656293267391,12.926809617497993,0.5744564301559882,0.5755722170932589,0.0,0.3177389441292343,17.524001099786943,13.754401406245446,0.565110259530295,0.5898758396964722,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3852766621895745,15.400104783521202,12.229902832985935,0.6238613252922123,0.6250603371240351,4.0,0.1944991963768602,18.40562914641755,14.782257390853465,0.4681449623838034,0.4455439368330056,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3565289566031393,15.922978705403402,12.71458946688388,0.6073636238246212,0.6096103015586478,3.0,0.2637153388415952,17.131601228460358,13.405869752217114,0.5502804910975966,0.5653003149546321,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3559939580310544,15.70780953640564,12.466362421744558,0.5984766406082488,0.5980569485766679,2.0,0.1211952175353889,19.27710669397701,15.57455795288086,0.4314985947341735,0.4162674069017095,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.387603688854037,15.727168047417836,12.484981347519218,0.6268055753172279,0.6308034918465873,1.0,0.32196677749815,16.66495586079406,13.33561414131564,0.5788625352108023,0.5899199470984363,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1633732954257678,18.92273522902144,15.095890046473164,0.5517123480566724,0.5509079092677494,0.0,-0.1050229237310058,18.84286901944566,15.300093207639806,0.436543648408777,0.4430883110251097,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3802972200243023,15.817190623839352,12.456885722898086,0.6381697968010768,0.6376424540369252,1.0,0.1029441710609114,18.39191917431552,14.716593126537514,0.4490975545804301,0.4601894035944702,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2520993435876636,17.196675727704307,13.66083239022236,0.5283119159289156,0.535563886193818,4.0,0.1471968173375695,18.56120742640168,14.61943128450649,0.4375177976938176,0.4323645050853446,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2242256568785906,17.58210588662025,14.018297569404073,0.5714012631551761,0.5730691125746991,3.0,0.027552117380285,19.29822864176314,15.205996956507366,0.4802115099758903,0.4828248137278331,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3346247930555803,16.896700652715076,13.46550981524939,0.621017211804292,0.625844406377561,2.0,0.0677225549169552,17.950260867058237,14.136940851932817,0.4498064243462031,0.4607241350434673,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4253236730486635,15.46333445186043,12.264705632610776,0.6530845364391756,0.6583138879267109,4.0,0.2753817546706555,16.416218151296594,13.168148651123047,0.5301707461931521,0.5308287858747557,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4256721333295048,15.408757985350851,12.227395699661296,0.6764731573032655,0.678127487530189,1.0,0.2549412354510537,15.927666248394246,12.644353026848336,0.5221683069908766,0.5220722018182677,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4094105578154302,15.610661957858117,12.307113543614074,0.6776373352666089,0.6837451486243966,0.0,0.2453592229054744,16.757527709660245,13.35172639543004,0.552274464932269,0.5538710256424563,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4439392316399031,15.206009236115069,12.08945829759148,0.7128384844995703,0.7153070320605474,3.0,0.1152515882374748,17.54690490636835,13.935969519831264,0.5091095930932,0.5132120806229509,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4817919190190032,14.407546252755631,11.42342147249789,0.6945320784816704,0.6898258862225144,2.0,0.0932841779519885,16.843979347333438,13.221817617367138,0.4458052021303931,0.453231666900655,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2744909907155792,17.0542008138262,13.581033326832522,0.5315513735558182,0.5362323820312157,1.0,0.1290624877177679,18.87249057269069,15.2890622335767,0.4105834742080177,0.4092368139574693,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.379238353961344,15.534160657575674,12.273826761923202,0.6191323235590058,0.6258233562014496,4.0,0.206282474697249,17.714230092267893,14.032022251503635,0.4985455692995374,0.5028595261818788,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3267709052842162,16.35724131922029,12.97090829461168,0.5757007929566366,0.5862623417143635,3.0,0.2563032596887965,17.635813825673623,13.914475590491582,0.5319451261626884,0.5432476564056307,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3323981273420784,16.12785571847026,12.851107464665947,0.5812173687139714,0.5841284804311081,2.0,0.3324226070435461,17.722246943967274,13.927148782759575,0.595188323191263,0.6214429598600409,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3602046135733211,16.406099819966734,13.00652333347428,0.6024878421548867,0.613392627926011,0.0,0.2320235998654445,16.668942485860775,13.220961249144716,0.4956084695204258,0.5038547492504852,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4265741152268341,14.620275042813883,11.551568860902892,0.6580863252839348,0.6637305206698477,2.0,0.2635318285564564,17.697815970859864,14.209383092652368,0.5368615547152562,0.5215125110346189,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4247687201159219,15.523967912272273,12.273083537310985,0.6552676985732755,0.6554073511488583,3.0,0.3217511921023787,15.213495310804516,12.039814356428298,0.5679020697310434,0.5800496990946622,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4644116220973436,14.722756462412123,11.676708755064546,0.6846755946731078,0.6894519290674532,1.0,0.2849328201979516,16.946472525524705,13.396900829778106,0.5532347914041704,0.5501571551513211,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4571956072533244,14.638821916094065,11.51837689699711,0.6834235668023279,0.687154484627839,4.0,0.3370192762944387,17.085072532402222,13.2695352018696,0.5921489592501809,0.619196175217557,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4556532237325027,14.751490293278971,11.654343829135344,0.6784442690827142,0.6834830340971302,0.0,0.327041080274056,16.55560921343689,13.091710003298656,0.5787411369792502,0.5965132285218395,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2158197131515565,17.731462914881003,13.992559929633735,0.5204692700109097,0.5332759137157235,3.0,0.0544307236827189,18.85691625320757,15.10812487373718,0.4417904662329507,0.43593918201055,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1406182867905377,18.67299427960932,14.989818507620372,0.4779873663740287,0.4851600181162551,4.0,-0.043397929638046,18.967032715951834,14.8762811460185,0.3681684660555157,0.3733144112878792,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1226434073414928,18.422165828605426,14.541779819299329,0.4445445303317392,0.4514077625244825,0.0,0.0231531458390124,19.49246599194869,15.62596347102818,0.3941675777961796,0.3966742984125002,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1941140670865214,17.86813642903558,14.21701929873268,0.5060508810968664,0.5110520386110085,1.0,-0.0142797740107849,19.88391972870873,15.870618609581172,0.4082916543291666,0.4087871051207051,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1958861863770772,17.8075672508033,14.262303527528772,0.501178234083501,0.502193862623302,2.0,0.1201925200388988,18.94233020885132,15.080727736338943,0.4402915470719618,0.4434284914323871,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4609033662303233,14.732665397788518,11.673374709560148,0.6797624571032255,0.6791356048280909,2.0,0.163270134592919,18.57121726777636,14.7241894419053,0.5100941308570242,0.5164116426209192,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3701609836290271,15.597402993788426,12.410140472229864,0.625200773731822,0.6315409096769178,0.0,0.1683277428088914,19.392119784608617,15.616710890816917,0.5021040771937554,0.4848220389712119,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4505947483278254,14.562680894368606,11.548815213617534,0.6743221524140235,0.6809353781952365,1.0,0.294682460712791,17.273619317063023,13.74336457223603,0.5460013677633909,0.5384310233215511,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4425004394302837,14.793678263739649,11.724135872867093,0.6679282887864474,0.6676939825950363,3.0,0.2904418136354918,16.6668541585699,13.325471040937638,0.5575183031015483,0.5439230242178353,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4564008847585742,14.857251455316254,11.78006990733559,0.6758117744655365,0.6849548070449684,4.0,0.2970396203555707,16.795261568870156,13.335104525701515,0.5592291890100491,0.560664864452575,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2923594447631817,17.480983343905383,13.838377365279984,0.5587500321840615,0.5674508230237035,1.0,0.0888209760639099,17.14640351290904,13.633531603524414,0.4257118923154767,0.434143117235728,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1816960071271044,18.1455077576788,14.449724052766936,0.4606544900626573,0.4669116067654022,4.0,0.1541303561849083,18.713526935636345,14.766344684549512,0.4529170695790779,0.4738118741232047,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.271448220573819,17.46648875993232,13.804106425524443,0.5566254298749825,0.5612299873007873,0.0,0.1241584637357057,17.37172069236071,13.802268875604389,0.422345720824045,0.4179052467671867,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2704502365807008,17.17534055532151,13.633283464327954,0.5431741136363133,0.5448770179933378,3.0,0.0325334472819233,19.61852392115464,15.333076206531402,0.3505493848570824,0.3604329532078407,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2434733039551416,17.420487824158393,13.899129404397536,0.5201011154667492,0.5299966248869759,2.0,0.2544402783404795,17.720235637408734,14.139248075869627,0.5299760621680321,0.5447055863442589,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.364688953688446,15.792438112800358,12.57143581767022,0.6129666243994756,0.6155325648873454,2.0,0.3257518754115875,17.57766744893702,13.69402095058508,0.58657255187969,0.6060931987301074,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4410698369133405,15.383296801006871,12.153451761698737,0.6768937175001097,0.6806452454952142,1.0,0.2448103604672801,16.273888136824908,13.019456878662108,0.5427732919811313,0.5495273686841678,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4309752149857627,15.004263422679127,11.908313316908576,0.6609126076017464,0.6652917644877152,0.0,0.3047187185176427,17.313210379369153,13.970308645148023,0.5681030783858981,0.5744226038615262,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3819976003729924,15.822623893374894,12.66005239542883,0.6222530762866649,0.6233963028679026,4.0,0.2814492912705997,17.106372576763306,13.462935793991628,0.5605195725062232,0.564663023747583,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4151823943725323,15.6915077327726,12.475617039616608,0.647457402635277,0.6506267808143152,3.0,0.2466169977270376,15.841658012799613,12.730003566496364,0.506629858526604,0.5053157902267262,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1352538951552002,18.407412635843503,14.663469789544282,0.419952859749889,0.4209278995247654,2.0,0.0855136698187732,20.61009308518537,16.67764280492609,0.4995717405022145,0.5228829927870141,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1001389938107806,18.711452087600883,14.948077611139029,0.3850215681507991,0.3913309496587138,3.0,0.1779952884812297,19.491737784686823,15.649876958546624,0.4761681581274612,0.5014363492041163,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.118652806424865,19.17309105980001,15.272527651890638,0.3958089527490601,0.407967164749297,1.0,0.0212226725166531,18.38555471630509,14.660397665500644,0.3293899701956718,0.3257167617778352,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1591874944306949,17.85079759455924,14.072404767695517,0.4596328107904943,0.4689216168131163,0.0,-0.1153908933921918,22.22939745832204,17.81543034244346,0.3070459633111685,0.3192607940125441,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1294345268380695,18.73791965262745,14.970944432078262,0.412832002711428,0.4171341559310786,4.0,0.1734177146286902,18.483562398087283,14.765639112918311,0.4708403633978789,0.4895277659087315,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2912975035510179,16.71222695004515,13.35235352139724,0.5459007643797462,0.5430956459148416,4.0,0.1515083210822665,18.708363249062533,14.73262008591578,0.449195414838455,0.4606707213647354,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.259357541425638,17.2707026914672,13.795423192563266,0.5518652431241833,0.5536260884876508,3.0,0.1520672726163932,18.50054884019748,14.609793605245285,0.4061915416136693,0.4196075173011741,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2988931762790261,17.3145191564528,13.80388161585048,0.5803261734254197,0.5871690061888569,2.0,0.2189134315097775,15.866612798476677,12.68386537466476,0.4935179758010378,0.5057876012598961,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3297881027606327,16.923846105540918,13.414286460102469,0.5800580607181764,0.5888022783418966,0.0,0.2247582490416138,16.228013334454534,13.07604254919814,0.4781623822104736,0.4777141695906842,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3173728987524632,16.23613706053128,12.922902821138193,0.5674442850796013,0.5751830817213598,1.0,0.2334003827301474,18.15566667054169,14.411701671157886,0.4836239539256865,0.4841239102556035,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2040821822893811,18.26102737015553,14.589498357025164,0.4723614970676605,0.47654376133768,1.0,0.1988139083185991,17.016145940904096,13.497628338938426,0.4751402643759879,0.4734721253286514,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1785703072219574,18.16428922935036,14.501771277764355,0.4377015821505134,0.4369578889755293,2.0,0.1168777582732448,18.28552186269468,14.72087490595994,0.3884911619198765,0.395799745748377,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1503478524466902,18.3028415005982,14.545154363699377,0.4069820929585218,0.4174988586315964,3.0,0.2165326089288217,18.6305905188447,14.807388841913248,0.4901509059460556,0.5085147911236879,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2091646469425516,18.115115348670805,14.561109787937166,0.4776957020304258,0.4753846913316217,4.0,0.1048631657732503,18.43145139707053,14.553295346428364,0.3800657747263253,0.3938302897115484,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0771283785625444,18.96189188126376,15.197352780680154,0.3163320313855517,0.3130884497359625,0.0,0.2429444789019398,18.33332900178632,14.408069243466944,0.5004435288148058,0.5159446465750467,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2731418906990012,17.216611112103063,13.697331529917316,0.5263392425956699,0.5380265561579824,0.0,0.1749293115477476,18.1388640446536,14.61267619582842,0.4296431329064981,0.4157939480579614,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3211187016424236,16.46023636664094,13.050244281166478,0.5694581763126723,0.5749771861568379,3.0,0.3073455862052406,17.105396721932095,13.704875418801258,0.567516845792533,0.5740291642582448,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2313776640451567,17.227199920356952,13.709046454001864,0.4898152355751304,0.495700435945369,1.0,0.1838921615299223,18.28722563670119,14.650788825963918,0.4417420158059066,0.4438255077719828,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2887334902820668,16.91617037049139,13.399507592356104,0.5418778878793801,0.5482978318361384,4.0,0.2692276428115479,17.406029764664645,13.91307203981298,0.5390556607044601,0.5476507034712218,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2456159023939147,17.499020159875535,13.934878816677417,0.5030053160222483,0.50350653342775,2.0,0.1169251322773512,18.435578503043367,14.62759160436378,0.3538151716131131,0.3658954798406198,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0396202739625846,20.50150164297664,16.481831671450315,0.329099597050596,0.3280623684332753,3.0,-0.0915141934430703,20.968028824031915,16.714040929835647,0.3050813472768514,0.3246842011210682,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0076602027945305,20.079863979229565,16.0468506072083,0.3185221974339608,0.3147172307797304,4.0,-0.0275518827278058,18.120416976633333,14.516577659462984,0.282538280078335,0.2698139373527851,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0015221697663396,20.115943077978432,16.13624123658206,0.3354898808797373,0.3309290001721205,1.0,0.0105689564764724,20.004529286639617,15.91036807501722,0.3685024243551114,0.3872831268824009,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0076252612764453,20.358755250221545,16.33814354181425,0.340367991036226,0.3357228720094019,2.0,-0.0994000251529041,20.29748805546328,16.01289754027412,0.2709180369169884,0.2702870458456889,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0074974632335353,20.05773767184748,15.994144393848504,0.3413992885878026,0.3426141725181889,0.0,-0.0907654595384388,18.84926063086787,15.067009766539384,0.2831830107649088,0.2752395028545473,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2981652466016316,16.81428464748885,13.330249457151996,0.5519289944509598,0.5553964805764579,3.0,0.118045203984605,18.911049944597064,15.156434024610698,0.404910865786604,0.4046820190696004,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2309693400835895,17.535814466727548,13.915391288723864,0.4937214668796906,0.4983430308035493,1.0,0.1326065335284536,19.07543584749469,15.207532317713024,0.4592742345825723,0.4663438579930903,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2795809148039493,16.72069751623165,13.26991057180229,0.5447537810647768,0.5481203044946207,0.0,0.3034311543052108,17.993484854006002,14.5289790250253,0.5809368379574276,0.5906063891593264,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2413430800019957,17.333008673341602,13.852110255368844,0.5329049943234159,0.536632314697189,2.0,0.1772495913015075,18.35025075921091,14.3466182660857,0.4895094439252334,0.4981953326015961,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2634959003407863,17.404797687143773,13.894502711402046,0.5451262255233599,0.5439636196297388,4.0,0.1175150233078101,18.0917581674837,14.30135285608742,0.4312760045730692,0.4398653365099561,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1275633584588712,19.10308757347319,15.30281233650684,0.39935955728996,0.4036237976322428,0.0,0.0469685662321482,18.818849749191443,14.859926243586642,0.3012982917157565,0.3018089462888182,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0969106166730463,19.15652899294616,15.355965638173505,0.3852590922526829,0.3797485432053257,2.0,-0.0737805847548855,20.805580822931955,16.628568453184318,0.2104683600945289,0.2131349335756426,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0653847795760208,19.173644371522432,15.23921357938162,0.3335964580013953,0.3259525445471111,3.0,-0.037431256894362,20.00690209908594,15.921026875912975,0.2239839404756742,0.2244007464966689,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1082929651484915,18.621104879376,14.923301216785257,0.3734285593679197,0.3714624033632697,4.0,-0.1178542060744651,20.9114759052747,16.817507195338017,0.2228994740109401,0.2237812957316951,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0953859763566636,19.60168247454023,15.723084053756123,0.3846314504103039,0.3875367101527562,1.0,0.0081107986415843,18.54995708160597,14.792140748151448,0.3071847064831493,0.3052326557749791,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2563598342506642,17.34288706896758,13.851657238389436,0.5115204835621785,0.5110864385117003,0.0,0.2768652201563188,16.975545767599105,13.439250517673178,0.5348337433708166,0.557973774981138,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2826639058130097,16.986949435916813,13.471628282726105,0.5408035170187084,0.5400202559642752,4.0,0.051424527416592,19.553614452207245,15.648997251166676,0.4190747078958096,0.4214333901865698,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2985525395264747,16.406627711854117,13.070306459621143,0.5482427014803706,0.5543585055052541,3.0,0.2210610176039076,18.66357342934237,14.878158751660015,0.4825514870029663,0.4794555546581573,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2264993094380639,17.462891113005472,13.899842712949198,0.4834267685425243,0.483612213649234,2.0,0.2287191982786685,18.65842092912678,14.527680538954892,0.5360807287764321,0.5508120060873992,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.253605597640004,16.87024275370583,13.407683560178915,0.5171514499663772,0.5251932689872856,1.0,0.1882810497544943,18.59127755811421,14.926091201424253,0.4357982447328183,0.4376167915421345,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1829449743166595,18.25094111955396,14.50590096170992,0.4863633903689254,0.4985432617783558,1.0,0.138986202016328,18.270300150382788,14.6571750465155,0.4518718342544919,0.4414591707871151,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1382657307318779,18.49870639379642,14.71011334309148,0.4241425042963166,0.4261318606971401,3.0,-0.0932349873029496,20.259787471516123,15.877500671165578,0.314681280697569,0.3333976607391534,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1726840940286568,17.937595529893578,14.365744669297165,0.4670577371036654,0.4731569405511273,2.0,-0.0959564584830572,21.605303228821253,17.35945457779059,0.3010861518346113,0.303879930063716,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1264900623192311,19.029427745800977,15.240420015841998,0.3979546611673273,0.4043362181297148,0.0,0.1081306686327298,17.322560253329403,13.810505096005722,0.3995211201791993,0.4096289647203833,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1764093203648603,18.45095074846588,14.739691917013436,0.4615215313770267,0.4648450663725134,4.0,0.0820607902979867,17.983322037730964,14.52610936446243,0.3970285974113181,0.4046826071405545,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3261928760136492,16.241908118237838,12.949216950023452,0.5734742531775057,0.573486597072442,3.0,0.1519300962146581,18.911522531620204,15.08538950821449,0.430513072415857,0.4257077897074468,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2408885570014821,17.170967209130875,13.65525491249398,0.5572526750710902,0.5656072696253389,4.0,0.1676765068929634,18.80616485972125,14.98067046313396,0.455726251732216,0.4575032695010239,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2244878804530041,17.290683406141884,13.747865196434228,0.5115151518676693,0.5172088076025869,0.0,0.1420672133202898,19.577186584905373,15.837947979400164,0.3970773456629142,0.3972482338382705,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2957729717639349,16.932988113807202,13.527652934190511,0.5598586213897592,0.5604870104551921,1.0,0.1571374249933416,17.203934996661086,13.346011833685552,0.5099873768715402,0.5143836698386418,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3210104564012228,16.586175281164476,13.273458290426513,0.5775029336164939,0.582240325213437,2.0,0.2721224229433038,17.202125754534695,13.52614840617222,0.5256469443198002,0.5267553919384439,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2757532450010903,17.293144722847316,13.713819404900171,0.5352349382569891,0.5452944805480531,4.0,0.1448814815510075,18.12882341357084,14.439873901019268,0.3861912306969932,0.3933997740584065,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2511725131644274,17.501224728492275,13.91291800183252,0.5061772416185236,0.5130498003887541,3.0,0.1191023724769424,17.938693093337477,14.128478615724443,0.3877376015302011,0.3881464203230716,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2153181457817431,18.05900904296655,14.374342490358895,0.4730164375832538,0.485917445885389,2.0,0.0835696590835554,18.31922990852135,14.73488478608184,0.3215263120822159,0.3133490351250462,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2449560325957095,17.397309851208025,13.854326440641712,0.5047075638975338,0.5014763983186541,0.0,0.1488570079832489,17.984701963412377,14.455297776963976,0.413655542307272,0.427964931592822,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1950511592495643,18.386218781197822,14.852534396139424,0.4614255299864359,0.4623889986501333,1.0,0.0992004109916666,18.15710518864058,14.469863824800411,0.3392120787791337,0.3530720842477968,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.262846281982526,17.36287994077425,13.890838072810672,0.530751819914808,0.5308118302305388,0.0,0.2708387989632644,16.966703418233827,13.35314048913553,0.5327118560467788,0.5444582669013006,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3211219313255006,16.481163747060123,13.07529249485915,0.5788344661603184,0.5808926706415812,1.0,0.2894878648123639,17.212159152854227,13.668136725572188,0.5594188303032887,0.5635035031018893,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3389185461934276,16.5350100261068,13.111242165014266,0.5887436697625407,0.5923081070950834,4.0,0.2894165307572737,16.437585009335585,13.137733619349028,0.5534429061034085,0.5592716594175147,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3340250736635158,16.376131610747393,12.989752419136666,0.584467543605691,0.5875832914082,3.0,0.2101149853335365,18.052618778548894,14.466687865265468,0.4599072556468037,0.445169666968547,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3493312405737023,16.177065365635038,12.846887630142488,0.5983777021807812,0.5968757514347018,2.0,0.2292577261035688,17.42337156515209,13.988771613020647,0.5173674569038673,0.5118661153661678,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0728702489939568,18.726789110469767,14.863945170903976,0.38559558850109,0.397130439008179,1.0,-0.1763008472818719,22.55211568400264,17.793481405338127,0.222910940627995,0.226889902339524,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.043202114359952,19.71739463284936,15.85478959977627,0.3746189273084946,0.3708654130184108,3.0,-0.0208128271495369,18.98776054654844,14.98316886140409,0.3053605049925279,0.300864038986868,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0272853374159247,19.420227712108407,15.461209580829122,0.3623621828230575,0.3670831420236645,0.0,-0.1433059267342844,22.221619701691548,17.82561745043622,0.2102628459134748,0.2130687648612862,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1054747842399994,19.044218986932947,15.200444799632873,0.4100834506303138,0.4057054064626015,2.0,-0.0378236178899225,20.01392687175456,16.10520782470703,0.2851695963123413,0.2855215516100285,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0267890337281175,19.616466333495943,15.727967382338209,0.3658930860611035,0.3660632588873025,4.0,0.0702960518627284,19.4993999370497,15.728763086612409,0.3604685019719463,0.362495534092441,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3149028752355556,16.841274897852415,13.430117561815832,0.5964232293832628,0.6023919331849439,0.0,0.2278751731024523,17.18188802493977,13.710512019230768,0.4955810622846363,0.4954344107620798,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3431142184774687,16.333916432451,12.974059015795016,0.5971210963768225,0.5957934359987267,1.0,0.2091405748149976,17.712696041407387,13.872519047090243,0.4772142983623904,0.494395493419057,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2962672326162285,16.79302140220343,13.35550743342694,0.563016514751812,0.5663972202469125,3.0,0.3033744936277451,17.073000500544183,13.459616396385968,0.5571194423738063,0.5644921968216227,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2708829092453196,17.133918837458374,13.585117261683044,0.5557942541700367,0.5658777174329291,2.0,0.1469029317374366,18.1554894775517,14.473765725800485,0.4378782724647692,0.4381593688367334,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2293482318335298,17.7242366238295,14.149927902019524,0.5081932587589135,0.5103576437413962,4.0,0.1104496368222178,18.82805599934784,14.83102302831762,0.4696488790509942,0.4866662094953205,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.130346821180598,18.76673452517896,14.810389042286738,0.412895171838875,0.4232185975389251,0.0,0.1071631992462553,19.06685641245478,15.43012014644438,0.412579815252968,0.4085458367661846,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2095779491867625,17.910657741564336,14.303270763612275,0.479633459679261,0.4759796262197655,2.0,-0.0486306578531037,19.651946065652464,15.84894529052128,0.2916669432259714,0.2960292249276567,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2089561665350003,17.783796246416408,14.311391980970228,0.4756304186974101,0.4759149640460252,3.0,-0.0038830041657922,20.0940537457184,15.98599433833268,0.3073584584154414,0.3370140816592696,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0718775006874344,19.09286590214581,15.164748007917357,0.3687477808392153,0.374067504062872,4.0,0.0688689216311571,20.702811390866497,16.445930753566092,0.4334567926585748,0.4458226294240264,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1601161920068172,18.235268231006515,14.5148568008257,0.4391899185755201,0.4412669477010158,1.0,0.042274823606822,19.501387828370223,15.63324001847992,0.3358590122029345,0.3464846115705444,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2263102841602854,17.261678605511637,13.764186116013493,0.4801901814883102,0.4739464453117469,3.0,0.125818996368457,19.434713906192744,15.630785969675928,0.3575647450421666,0.3495244257509837,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2855358636842963,17.327299169105576,13.784153523190414,0.5457570094920456,0.5522884931307376,4.0,0.1938712709639439,16.488456063388387,13.075000948698625,0.4655290365957554,0.4622298704188635,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2788462955179849,16.96722385477854,13.420323244228433,0.5427328896341603,0.5437899064468924,0.0,0.197202779515795,16.064390979192954,12.937430403286353,0.4492970864853529,0.4433161706007439,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2698618445365316,17.624024200357198,14.028093457498573,0.5219847006766849,0.5327992177408548,2.0,0.1777679553779139,16.70330523546513,13.380317324324077,0.4317378035715507,0.4299543812421894,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2560859472023286,17.714345870643424,14.13982158094266,0.5094023693497503,0.5134209120115076,1.0,0.1408197688788154,17.372230003191742,13.799051957899524,0.37847707204581,0.3839586419717629,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0045683061031889,20.021692257697463,16.091332316723086,0.2577242161718898,0.2630099600367382,2.0,-0.2545433133375077,22.69187917839972,17.9713397414596,0.1005995009291784,0.1298448243418705,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0122269483327315,20.33396306675185,16.363886168628422,0.2249539649478174,0.2174639099850313,4.0,-0.1687063011333653,20.79923320361934,16.93762984524769,0.0574280866317417,0.0524675896802901,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0214092595185042,20.5325569755873,16.603694674329574,0.2394057441888262,0.2335136264071966,1.0,-0.1478271444166803,21.037086015697348,17.03877853465871,0.0128109374447527,0.0208394479522533,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0490170328491237,20.556368231250392,16.445291461664908,0.1756746078096473,0.1664036205509411,3.0,-0.0155921531057718,20.40807355888484,16.327479938895905,0.1931750522953621,0.2015852788170599,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0623100046349562,20.27601813176666,16.253999638608487,0.1566880752470716,0.1517812990044792,0.0,0.0591955183116787,20.962608052243866,16.64145808109805,0.3170116947343214,0.3095322783827168,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1140800390518634,19.052481997488325,15.247920734648073,0.3421650306053706,0.3383524188247633,3.0,0.037610137165432,19.2264495055222,15.58670322020962,0.2202271014697041,0.2107709469220315,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1218468298252614,18.83293828849533,15.204322305251589,0.3549980229721758,0.3501394483062946,4.0,-0.0378510004231409,20.49567944268069,16.187538362009644,0.1266975015249933,0.1365677780767493,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0748877998777435,18.9608779351105,15.12682451906066,0.3188144984553969,0.3053029617612096,0.0,0.0217933087932835,19.495882424530564,15.85828803605466,0.1785420355320545,0.1701532909041475,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0958006007695478,18.840128761423514,15.120461045077285,0.31154088662315,0.3016085732185784,1.0,0.1802535325033566,19.16877363930451,15.402523885960914,0.4250627987899122,0.4299210302138025,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1044015332321204,19.03285176674253,15.22669716435487,0.3245567810166069,0.3032930324695239,2.0,0.121518712425138,18.85130694489516,15.410195488728268,0.3591870540585231,0.3556172635678167,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0378409344979193,19.771522728707307,15.99552793300364,0.2671311927123244,0.2611206945372211,1.0,-0.0794383291070246,20.51409672727678,16.704009061635926,0.1102166218041523,0.0926558309394714,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0480467432208153,20.957497473372232,16.99587257324703,0.2127026226198722,0.2082621389875739,2.0,-0.0859682769599474,19.796914882784204,16.01176953637439,0.161234715332546,0.1665519143066492,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0513016188594438,20.072252721063983,16.11908951535955,0.2814299733424203,0.2800555302820102,0.0,-0.0654263745478487,19.41604446707891,15.755942608782354,0.0522936281823149,0.0436732613888061,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0103248381020844,20.61352499751174,16.640203940155388,0.2157415859028817,0.211387718112937,3.0,-0.0726030294450914,19.72911891174753,16.075811446715736,0.1299190684384832,0.1141286652634876,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0515512969149495,19.534012075170555,15.753906796758775,0.2624811653488578,0.2533507668125899,4.0,0.014707622741675,19.94788464664813,16.163353850957737,0.2073025078211098,0.2053708668326451,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0898904570507312,18.94554948071642,15.154430246650554,0.3167628737990676,0.3016237393993625,4.0,0.0463375231468936,19.80729583295617,15.863146578395623,0.3111743003236173,0.2999008599698092,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1189699660317199,18.41157733567225,14.828575153851046,0.3526961201609899,0.3427968839566569,3.0,0.0320266880847127,20.38980004578595,16.596706172881134,0.2154553263216222,0.2324147357571138,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1311367459585736,18.35744820749346,14.77572189365912,0.3651055037908525,0.356813471327211,2.0,-0.0247344955083774,21.00225768667817,16.76385716830983,0.1094250275772857,0.097624242029961,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1002893232852989,18.60335211827625,14.968287562546946,0.3243280745767374,0.3107330540559209,0.0,-0.0384811516277452,20.66373638640236,16.443180756649728,-0.019071508162922,-0.0165916026204518,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0648286458848582,19.49935547223799,15.797543849744294,0.2733619817796691,0.2693198853863523,1.0,0.1612767908923191,18.18987698514506,14.605993139407056,0.4515620445146757,0.4392876427861286,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2121231171616437,22.08745947589246,17.838127783333128,0.0633158381999358,0.0580002459791507,3.0,-0.248032686705264,20.182476275559925,16.223139350891113,0.0467611628180899,0.0443859908950448,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1298602227017415,20.96571737297269,16.91746624198011,0.1865428681967467,0.1858599329335144,2.0,-0.266120498055286,23.910517792240977,19.06790047827619,0.0805331667805632,0.0667938034552439,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0789877234505289,21.02799195372875,16.825992680737095,0.1890353783979825,0.1878089166247495,0.0,-0.2690263944333939,21.86952471982688,17.93761709879136,0.0359574151141106,0.023743894751121,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0963408184810177,21.004669016694265,16.795084804384047,0.1667327772589696,0.1660006813226262,1.0,-0.1948941583715069,22.069859084832377,17.874170299304957,0.0665143482786571,0.0492451052954491,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1481585917305314,21.519484268831068,17.10499122016221,0.1500266055676442,0.1531722342854258,4.0,-0.2485572584683528,22.568966597317427,17.86039163573175,0.2119616739909726,0.2376620382173309,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0976120393404358,19.562052883631868,15.624305358342076,0.3220717494923341,0.2962569725824988,1.0,0.0802212716718452,17.89822345313055,14.542805915194906,0.3023458986823186,0.2824709907715747,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1116530261955764,19.061355956915044,15.289040018541758,0.3367413992597737,0.33881522809392,4.0,-0.0076463822106462,19.586746378821434,16.05485777401443,0.2068035716609472,0.1929249996752713,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1163602421573947,19.21644848858545,15.496502556563742,0.3511638891312852,0.3309169537840962,3.0,0.0644117200272262,18.59931898771057,15.073011204816291,0.2649079159770374,0.2443831335612805,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0860709788238847,19.440665711645423,15.583562279983422,0.2949226795034696,0.2756982345804625,0.0,0.0892616817660438,17.718354973278764,14.423759191641537,0.3049981702106142,0.2894969742525516,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1167639384769259,18.63029448786946,14.933787148207408,0.3502100527748112,0.3518086857923018,2.0,0.0203879988862352,20.41631822316552,16.45756432879102,0.1728044642722415,0.1571629768286627,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0722237681157769,21.281296735056127,17.047454983761206,0.1565486653866694,0.1587080706940294,4.0,-0.1436298634543393,19.917802465395624,16.397387407286367,0.0533135717379536,0.0522009904792574,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0547279033101621,20.68654557019944,16.61919524525437,0.1626776614891203,0.1597068610346057,0.0,-0.0022160741101897,20.16449266082937,16.436374594005574,0.2160764459767445,0.2315995963381147,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1308400622845202,21.29834630743881,17.10077876506554,0.0536117053232355,0.0675495305831285,3.0,-0.2301251975995117,19.20634439863375,15.405051137308089,0.0780125069089752,0.0693942136086643,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0315137306097879,20.43588593653027,16.325689711184932,0.2255966754048275,0.2199720407114013,2.0,-0.2669682233314356,22.26596326283136,17.6390765592787,-0.0045908894066551,0.0059154615298486,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0765449762880803,20.964459801663587,16.879013618235305,0.205158043474815,0.1948832652625189,1.0,-0.1125284425133317,21.01370465424562,16.6412102599244,0.1484257048662488,0.1534696656210576,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1072370593101851,18.987697335841027,15.243559535335809,0.3295815755109554,0.3179165991951093,2.0,-0.026206614874219,19.473114339749568,15.922119267350531,0.2009394217755024,0.2051070590052262,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1077387251755842,18.91288649105107,15.240942609691183,0.329742795462039,0.3120140092995104,4.0,0.0850543510644855,19.354699762527087,15.62072932112726,0.3146630464046323,0.3206058192567914,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0978197009115063,19.240741186632533,15.41995868344408,0.3256071536364914,0.3046808928613666,0.0,0.1010078031562876,18.747677726886145,15.033590698242186,0.3449359455047028,0.3506182995423022,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1251291842111731,18.93182434918009,15.205211672479706,0.3586525203190794,0.3487271670773673,3.0,0.027396812527291,19.581109786063884,15.933368329144749,0.1879009087712558,0.178051430934617,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0979639742479403,18.58324617637516,14.949043509794832,0.3282416766746562,0.3137696372308517,1.0,-0.0824290162672045,21.514281036212573,16.87376194633681,-0.0725390092551516,-0.0516476320025023,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0029580245188949,20.13585616544965,16.417147596123513,0.2394559223427213,0.2268834001984817,4.0,-0.0505038001277404,20.009694908807173,16.19260026196364,0.1577793558130945,0.1578868882490783,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0597550230558221,20.298786859034223,16.337932713155134,0.1573305910718183,0.164822518422285,0.0,0.1036243305909546,20.39151555921397,16.398109463029286,0.3622042577508634,0.3638519558448161,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0695779549845658,20.72503616777203,16.610886216289515,0.1426114191987277,0.1342463671078174,1.0,-0.0279758221564232,18.0945007132832,14.467853597289356,0.1961194501575943,0.204447076797133,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0969780224620491,21.547852402297817,17.392290947593647,0.2309409509308582,0.2144682623660441,2.0,-0.1035628180737298,19.413289585124485,15.990875763542906,0.1701218321747345,0.1663893080154498,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0158109043662422,20.49678804959916,16.329576081789618,0.234942887491737,0.2320032312557606,3.0,-0.0442565435687736,19.782069236710026,15.91462356712245,0.1694569059417402,0.1537921625995628,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1353718892768696,18.250584606775224,14.71824179736808,0.3754304308069126,0.3660705868368276,3.0,0.0067415406324179,21.058658699573662,16.857601314793047,0.136191775437991,0.1362273999517365,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1132359948808356,18.856112608299004,15.147516967409514,0.3382143498291309,0.3224083219883495,1.0,0.1322682527562011,18.90778368879428,15.376829145061436,0.3658595488473235,0.3676726589603613,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1488352404375695,18.121695202312484,14.547040835058343,0.3901280727783149,0.3782888478379915,4.0,0.0088355315043917,20.99073038904579,16.934858420958,0.2378709028643673,0.2098347353796491,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1019593533960727,19.51556252634816,15.853477744464556,0.350604854245599,0.3201838917502482,0.0,0.0379813173490147,18.207356603893192,14.766119842529298,0.2022221375899804,0.1905438009460192,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.116849134433045,18.969070204632427,15.376940940336375,0.372997584260442,0.3655522026411417,2.0,0.0096620878864559,19.89527222266881,15.739208397392751,0.2300196361454531,0.2282959566774878,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0869787465561724,19.362930489117147,15.554843354737017,0.3159145235619337,0.2946300694801871,0.0,0.0127349433000709,19.671413307852468,15.7972039192419,0.1878872849333309,0.1733833115431183,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0254758775071066,20.312708449170547,16.347001726155824,0.2326131712958186,0.2287274629431615,4.0,0.0167904963607142,18.67356136200728,14.824136140211577,0.2119721801534599,0.2145776508001775,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0093628519898627,20.48255881558333,16.489442076378793,0.226449507346039,0.2251872341389698,1.0,-0.0514966105966301,19.365792671215548,15.53885670055043,0.0937297159115774,0.1083337209959698,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.04767339384359,19.62816304611756,15.901966636798235,0.2667246556766821,0.2624158086130913,2.0,-0.0176439026687773,19.995005608866304,15.938353802281569,0.1741281458870097,0.1675137093379528,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.033241467758539,20.3685847552694,16.275201437478362,0.1244592802656568,0.1269359720492992,3.0,-0.0338620562352731,18.16665055666758,14.44422784557726,0.1546467807206786,0.1462610116231132,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1068318802037116,19.20958958600749,15.437354498250142,0.3313221918489621,0.3148696109366145,0.0,0.1405354622808943,18.18229813909669,14.736346126311632,0.3813615165477005,0.372847770698776,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1268918578693955,18.67859958688732,15.02021502786288,0.3592341613107317,0.3458576497187111,3.0,0.0335319869214254,19.76229293139701,16.025166385322365,0.1970058689509242,0.2169414985217842,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0418223003138655,19.626988953134685,15.7844826055272,0.2173096493833919,0.2131063685559301,2.0,0.0127163472771374,17.633297671740706,14.092390596036797,0.2963059205965953,0.2866876562551848,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0950415868619637,19.105276105530987,15.310092554146902,0.3101673838789611,0.2867057069593159,1.0,0.1531674433452498,18.674761225592206,15.148158571128452,0.3993045542798102,0.3873155214787198,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1251962970613888,18.837401379885705,15.163461553017925,0.3568652038623661,0.3462307258685574,4.0,0.0644157946840066,19.02550379508843,15.268397851450336,0.2602371080679397,0.2635784841281277,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1014019807792638,21.74916031319362,17.57025722176202,0.1928720859779417,0.1848416603672268,4.0,-0.2111723168700698,19.611072137255405,15.942451607002006,0.1074596880307442,0.1057113954300562,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1255731073516341,20.95260902254704,16.89743281903474,0.186562401773745,0.1803546567417424,0.0,-0.3151840584376351,24.103458445843778,19.14649862686389,0.0338521871842682,0.0346390103284489,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0886485697467054,20.97314607155472,17.042128883478263,0.1992827665772274,0.191798470415336,3.0,-0.1369561283206479,21.59511329703384,17.33113615145496,0.0995282545758728,0.0979696908471687,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0958479546999111,20.67401109694084,16.548870277404784,0.2081956670293626,0.2124036191277896,1.0,-0.2757656943888891,22.998852947591832,18.576197532690784,0.0144433083424121,0.012377704927319,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1834642652637228,21.85786029233329,17.747493729800606,0.1185735960560733,0.1213668151905956,2.0,-0.1352337248959552,21.481894442953912,17.1656465260256,0.1305007055578882,0.1383290465671366,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0676312970559112,19.32224868837408,15.58528843179258,0.2648892306831092,0.2601467979156097,2.0,0.0829464738318063,17.15682660479943,13.870323893971683,0.2988691795318197,0.2764400452517591,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1041389662812861,19.56505353518536,15.66438221041692,0.3229870467302523,0.3002538074519881,4.0,0.0693178398239732,17.70440550143842,14.38383426121303,0.2666767058969482,0.2502029660099391,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1044364334927572,18.894167846725107,15.214927867179693,0.3287338630829365,0.3101545332701621,3.0,0.1383721417665782,19.066393898504906,15.48424346001004,0.3858755065846041,0.3835101146572983,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1391185602725224,18.739776513410256,15.107813637624576,0.3790340328015164,0.3676221500154558,1.0,0.0735948286245373,19.239024046912103,15.582423724684602,0.2815054875848127,0.2782536649688237,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1031627120531964,18.585021113819547,14.838123362457155,0.3647429610755133,0.353168844002754,0.0,-0.0026636572470513,20.908846227296053,16.743511935101445,0.1896648735013222,0.1878918985862331,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0618090699686402,20.694645496884498,16.63260221983257,0.1714708990853489,0.178330949395354,0.0,0.0766845482117326,19.54326918635075,15.60352965532723,0.3753445594974023,0.3705746805881267,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.012972082720992,20.432056470049027,16.39642976121475,0.2428225914407884,0.2300180370433054,1.0,-0.1185847828641724,19.51421110155688,15.849734573592684,0.0653232179985193,0.0600844378926817,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0047718071350655,19.89456488682021,15.991741692293404,0.2217401944011925,0.214151691441679,2.0,-0.1234123915156943,21.218753846317327,17.194348877297955,0.0514748636348193,0.0468843881321884,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0733466242680289,21.12828574858481,16.922946781158444,0.193631789403662,0.1963854737006868,4.0,-0.1025554045742895,20.36996360956568,16.443227658521167,0.0911076168028333,0.0808825603273102,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0461432050701824,20.644737898433625,16.697332727331062,0.1704089119774834,0.1515979225704458,3.0,-0.0047328274900044,20.07705404731765,16.255675378309945,0.2264680080701629,0.2415070570923973,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1090829547129538,19.129701495666016,15.429990449872674,0.3349789683451106,0.3196698246769445,3.0,0.0918709076807905,18.30360638379223,14.789489995516265,0.3154115381313094,0.3081745273095614,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1177731502900403,19.040352369290424,15.302372157447092,0.3440345640647202,0.3314249781014049,2.0,0.0373561434421437,19.12404839400582,15.445266989829754,0.1949862646422447,0.1943702492205505,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1071901350540127,18.435982237137296,14.786905699038725,0.3376284819012762,0.330568172936226,1.0,0.0241207821745509,20.519175725022173,16.675785285694285,0.1920134552921272,0.185335300199241,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.061848735284684,19.39039145991094,15.668896409298512,0.2509955622695093,0.2411379502033695,0.0,0.1180720273397861,17.678598911790175,14.065293218263047,0.3616157911164461,0.3508550208757173,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0909598598067641,18.85656715588677,15.259010530988,0.3117919688632327,0.3033187253500509,4.0,0.1758090042428686,19.12479569810677,15.363020025138928,0.4298548342567091,0.4453896793438489,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2443475807711472,17.500786430278055,13.965772306545228,0.5359965811737657,0.5454732599409386,0.0,0.1714907172848997,18.365215502551223,14.796107198770152,0.4676037540729733,0.4794850180917381,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.26179394288016,17.521561523061575,14.007635186594984,0.5315459426940172,0.5368074347704724,2.0,0.2031536871938627,17.029538423657655,13.4481649045591,0.4883722124330284,0.5023033917373309,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2387371446746597,17.57767652174878,14.095434788603402,0.5765591707455511,0.5826844317219206,3.0,0.2192219085026735,17.78531723344556,14.367121523005482,0.5463505727028932,0.5509592109532474,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2443332275289107,17.31348018005338,13.798836709539811,0.5350947871902839,0.5341761860807046,4.0,0.2324706857446761,18.39313979058041,14.766850853751224,0.5131004829284014,0.5354592890662904,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2459040913405926,17.469155242589228,13.920870875184518,0.5355349646176434,0.5371356224327615,1.0,0.224966684812957,17.798648849865213,14.24637776127568,0.544645348591633,0.5527554778172117,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3497935276161498,16.261932139957498,12.997943110135036,0.6053680760326456,0.6116703263268203,3.0,0.3008193947585319,16.751358181326108,13.343080349517948,0.5536967012090193,0.5497690872588511,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.478652162748523,14.561521576491195,11.59226040759246,0.6961718080587399,0.6945448028511958,0.0,0.3821921096812781,15.75469304110016,12.56974018473684,0.6217058682525444,0.6262792024973449,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3884892708777128,15.657974179014367,12.484257490849435,0.6399759803691661,0.6422357804480016,1.0,0.3473534924302576,16.590854980318028,13.240093520050676,0.6027255057846199,0.6226942811975871,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4159508698543652,15.568947688509764,12.38386212483776,0.6533431710371709,0.6604868754391416,2.0,0.363785374070586,15.289907130043543,12.216660486229165,0.6290316794424635,0.6443996914944216,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4105291134813076,15.356900219564029,12.236569200922712,0.6428057774916246,0.6446006600383862,4.0,0.3310103098515495,16.874176495911644,13.23358419284899,0.5820387644399929,0.6069534189979972,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3151740141647252,16.574998813980557,13.19813857875324,0.5783845598440727,0.5831874129940874,2.0,0.3272532690596426,16.880784192726345,13.419561042314694,0.5784217599522103,0.5845146247966849,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3124591456186285,16.771166253662514,13.351402946805589,0.587147070713486,0.5918325346153938,0.0,0.1576902942956283,18.14657065488107,14.400126580446344,0.4836317473923586,0.4987053941772777,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3233037093561954,16.6613315050088,13.229308822945642,0.5786930775687775,0.5812707311575988,3.0,0.1679845944404917,17.931216955387274,14.030805084636674,0.4727407297729505,0.4843427780402181,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3304308750657724,16.30417011507816,12.930505571929224,0.583955888578067,0.5939151524545052,1.0,0.2916578875523236,17.657093783232252,14.044158789552288,0.5515883753189823,0.5468976240260492,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2855871155536992,16.793961761402677,13.298294078366002,0.5467213217094837,0.5529182515045886,4.0,0.2880398551813488,17.88658476011394,14.384631325678573,0.5424679723535308,0.548002083774634,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3993664484550191,15.466195026101618,12.281244502521114,0.6524328365274803,0.6600168286467282,2.0,0.3634769642177532,16.633224589856063,13.46559358604651,0.6246795487202264,0.6241727796996175,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3621196771405232,16.15684102034608,12.790243154883692,0.6640261585137599,0.6670853733432891,4.0,0.2965759717562287,16.58995905517543,13.360610944645886,0.6012097223192744,0.6042648366237454,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3567603122593742,16.11456347690104,12.74690476366058,0.6068100816746851,0.6132262995763643,0.0,0.2986746666198648,17.022501032189503,14.008963591964156,0.5580760186903948,0.5615311530949368,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4139795001896051,15.260557934485709,12.11025354694278,0.6471304993974256,0.6502867509277094,3.0,0.4218055588343462,15.92993191933926,12.638589196538728,0.6553819944075474,0.6561771863758034,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4509734853711632,15.064159190619506,12.026959738449449,0.6754110639922501,0.6787909496239545,1.0,0.3304759378643221,15.85132641036414,12.481035579477318,0.5855985589870673,0.5832103262490222,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0435559437820806,19.73213174039121,15.659432887295525,0.4124931840372147,0.4172296974416006,2.0,-0.0313006692486965,20.308741130967068,15.9892586005568,0.3640369648476296,0.3598260896430786,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1305808924704288,18.83448140595337,15.09512102847847,0.4570070993939295,0.4631147895046227,1.0,0.0664520142729753,19.173212237282744,15.231373131520462,0.4215283972408471,0.4194243930303611,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0896165267567236,19.05136453489944,15.232904660536269,0.4885866660671472,0.4869199338911641,0.0,0.0815797492122177,19.95608999878482,15.968178302466626,0.450175066043816,0.4531652490443882,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1464305266327037,18.527640267050845,14.773575855637576,0.4664062721847882,0.4676064243495412,3.0,0.0697103811729595,19.76069727797148,15.551732067218042,0.4037902804926283,0.4087582580249236,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1800765697420758,18.092616190922264,14.371437252799772,0.4936552769195098,0.5022397470283042,4.0,0.1532816415874092,19.11579468260378,15.238131029419447,0.4714849229840523,0.4872433937571835,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3520817129180223,16.126829760466354,12.897179932189784,0.5948885440937122,0.5986226003687637,1.0,0.3648592443564218,16.391223995060663,12.835687232311862,0.6065860116788659,0.6212502002011473,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3911807421203354,15.80853088880956,12.541890044616856,0.6365254383836041,0.6441413420380541,4.0,0.330754662488283,16.08638497354349,12.72951264871982,0.58512301958051,0.6023372675090186,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3839408430628225,15.869273631701793,12.644502448741452,0.6256982379054057,0.6295823381433477,2.0,0.3276812032857249,16.242790629640474,12.930538508725263,0.5740350962240244,0.5819288502299301,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4249481614786067,15.328367032261516,12.245329125411711,0.6573256320192913,0.6655410454321533,3.0,0.4148148707017761,15.187153045242573,11.83659908624343,0.6468075294526103,0.6663048585138405,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3689078935002124,15.81341420533938,12.535016488514092,0.6138024912733923,0.6183605022388751,0.0,0.3533981692698441,16.938030392123295,13.702987372629924,0.6014355524423816,0.6218772495486767,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2294253537716137,17.62662084889987,13.939933763910997,0.5155408290966528,0.5231361907315084,1.0,0.1857553514265595,18.37199867398344,14.757986852072884,0.4813784520641575,0.4807079143746426,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1571293481461173,18.52727571689723,14.731129655617368,0.449301095409223,0.4487201112003435,2.0,0.1516734084479936,18.408666130228333,14.749431373062448,0.4331303568052547,0.4330248399448647,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2454119097775158,17.538303992578168,13.975951445905592,0.5156827833352802,0.5240465451454669,4.0,0.1869112107829579,17.96345710877278,14.39268592708886,0.4754519843909794,0.4754289199377737,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1869808886332183,18.25256801837778,14.664807219125311,0.4739385479991827,0.4753349404176121,3.0,0.1111968690856168,18.481263367846083,14.671999767287767,0.4214452577248671,0.4023925327729281,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2114822833427232,18.076600154397568,14.380218885760073,0.5093389413704253,0.5196707542582563,0.0,0.1439840539522509,17.75865631665538,14.16472902965153,0.4703548090602006,0.4800183758147994,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4186579688093633,15.458565151035907,12.36502066114568,0.6514704695090558,0.6570718465784927,0.0,0.3500300875556857,15.763467806122518,12.453635403354474,0.5931781108260354,0.6009089218528023,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3670726971350376,16.107767589357557,12.905471215333916,0.6073935808929045,0.6113336917672588,3.0,0.3004087531899956,16.40957436625791,12.787437107729811,0.5573784864654032,0.5673714269608889,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3468120833724174,16.06011815607375,12.831346396713451,0.599426956931615,0.6031145439109499,4.0,0.3505996991264076,17.07869161811137,13.6482534667592,0.6099691677510674,0.6227580487830229,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3635974015832837,15.980960272566357,12.682857038012507,0.6432060185813304,0.6452492158798264,2.0,0.3068331713792295,17.098904673564398,13.481135708216287,0.6075988944285552,0.6339468946225572,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4282428673739119,15.190859069787807,12.010728872735578,0.6572728978706385,0.6622607266665416,1.0,0.3243848249831388,16.726050486361597,13.361817731190122,0.5742218090394797,0.5793689902335246,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3066954127698538,16.69473320431793,13.281469686552306,0.5728979220008005,0.5876186460934888,0.0,0.2114066921799753,18.195704498622973,14.606061042189108,0.5069999289555388,0.5161029144804911,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3270242008788721,16.62570328374897,13.102182050180314,0.5955503762774471,0.5985480722582698,2.0,0.2054549282049659,17.499386548684587,14.128793154429998,0.5117117397823605,0.516758198099556,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2420831569186027,17.663668641251935,14.124026262925646,0.5655485862130871,0.5666146148853201,3.0,0.1991458096566271,17.462078427140504,14.130425139219184,0.522678666884064,0.5245633934690909,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2977214931384851,17.000122156839836,13.610540268415043,0.5814253088042579,0.5887958261110459,4.0,0.2080818062463187,17.405107599585254,13.94407640621986,0.5324161995067503,0.5422285286910796,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3507040112834727,16.432121312112557,12.97151683876018,0.6192045568790892,0.6260186069254938,1.0,0.1104320506073095,18.02380791127159,14.135064045784404,0.478330567258585,0.485762627354926,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4809754015337598,14.59862752391832,11.50819783071013,0.6942929597703034,0.6998492430553396,1.0,0.3080704927812842,16.33660222050008,13.098986671196585,0.5708881936892016,0.5632941632584821,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3978861338197363,15.749771555435542,12.606181734374372,0.6628915249662584,0.6694458265956837,2.0,0.2446389890718353,16.947202311875532,13.450187794563702,0.5496551462293138,0.5518548852287258,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5125945630675546,14.258639102387644,11.199316502352913,0.7188013890107375,0.720609263384775,0.0,0.2463426889378241,16.406725368259803,13.033281941668978,0.5307676142443563,0.5467718837172905,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.434714145281858,15.314402822684338,12.14644576791013,0.6593743493722252,0.6595549572012872,4.0,0.3458461976070406,15.53784925137807,12.405358676360958,0.5945922162592812,0.5968152388399096,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5140097710521836,14.018868490098264,10.9380748456548,0.720910432080198,0.7218447916677769,3.0,0.3529483017871271,16.307726313320966,12.86530611171644,0.5971589008285441,0.6129497159539126,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3762392674363281,15.870790014140765,12.5951859095164,0.6345854847964562,0.6411204598100466,3.0,0.2801281367283761,17.25105554327433,13.808019762863347,0.5698977818775576,0.5803812621068772,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3769129726036386,15.861535370784056,12.54308693795094,0.616350568600009,0.6195363319726759,0.0,0.2650033825983869,17.388248700853488,13.859289268996,0.5413090229210218,0.5548916281271173,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3015626555120424,16.911609245078594,13.49463774948316,0.5576814405431347,0.5717863692752884,4.0,0.2903531426212302,16.648586960455663,13.353227864960097,0.5533010644473824,0.5480393889756859,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3764496017386549,15.758781292076804,12.491869193226634,0.6192248654659642,0.6224196493913411,1.0,0.3234494567448154,17.107687559556073,13.181417783886316,0.5737772166137078,0.6175370088956254,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.34929226284218,16.232373941416004,12.86592445275471,0.5993895150398266,0.5970749619602077,2.0,0.3082391835298519,16.816780371205766,12.976796973585593,0.5668311874679552,0.6116983649746512,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4547526170431721,14.938637768509526,11.787062896100904,0.6775131300072321,0.6816702607136269,2.0,0.3695588092414931,15.708930106948047,12.617795181274412,0.6083718600140218,0.6064449076025981,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4053020049500953,15.674202450185248,12.463672217832432,0.639095206737293,0.6442491609235188,1.0,0.3560391719013739,15.56075587331686,12.449950184449246,0.6000509659838617,0.6119510304902132,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3913696661324857,15.598249213201036,12.413813609537552,0.62731855966237,0.630167307268762,0.0,0.363750283850371,16.524267886941015,13.074048027383936,0.6044019074407505,0.6138601446234175,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3856613207648918,15.620231000633591,12.40422851209469,0.6313343556001382,0.6342247120355073,3.0,0.3474051546365724,16.94388446212333,13.442342337463128,0.6089061692234712,0.6264385652326371,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4501829592222478,15.086268035466782,11.948192351275054,0.6771507528298959,0.6761831905355252,4.0,0.3488394233928118,15.572668176443178,12.645434251636145,0.6024927849925751,0.6144050897758753,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1849622042381128,18.199639405854537,14.523409902773665,0.4957695907178909,0.5043705015007812,3.0,0.1704434285411915,18.2246819079584,14.847701122142652,0.5049288667464625,0.5130354601608341,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1958812196932919,18.175888850271967,14.548803847050603,0.5129145644793445,0.519430410836227,1.0,0.0505983979078175,19.093233023464315,15.55225070121357,0.4548540629826959,0.4688922378485526,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2237391008145502,17.93213502889468,14.258995393689313,0.5737663857892243,0.5788373652384845,4.0,0.1396789616754759,17.826689255081337,14.16940506201222,0.5182028388935539,0.5427161553123793,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1770511110169454,18.20818522310813,14.49646717297081,0.4931590043672469,0.4947234210417846,2.0,0.1813000843753285,18.4789832403624,14.714139124395423,0.4841594435862986,0.5008750143232368,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1385442632730436,18.90636690939749,15.205274646435422,0.4615691535644475,0.4677127241363191,0.0,0.1124917846268089,18.0897346126314,14.457662485067736,0.4556641307995688,0.4682020784994624,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4937704790984601,14.365430061404208,11.374034885318236,0.7048923961170408,0.7059980893792244,1.0,0.2941548622540962,16.760110878754812,13.456899352524998,0.5549918460689992,0.5696218235674285,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3700306614678714,16.09727145592095,12.894421926071834,0.6241609623355276,0.6247969176355006,2.0,0.3641140581928028,15.584227890159209,12.359376200923212,0.6066254872926232,0.616088300828931,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4470700146216755,14.9902300143873,11.866861031735771,0.6977700862669254,0.7028692964376074,3.0,0.3401388153127253,16.300759128931343,12.873700506893204,0.5996575462342597,0.6168047775353619,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4104785423062091,15.478585762618131,12.267447674905732,0.6424640002163484,0.6458414015219887,0.0,0.3598394881615298,16.057679258789708,12.67851579768177,0.6003779997852456,0.6104427580950063,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3860223365024959,15.716568842791393,12.488720188484097,0.6266102117199306,0.6305614664907718,4.0,0.3502998415790123,16.502086448594145,13.218433282797228,0.5963200746194417,0.6100327028104587,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2439189694545354,17.392910053249928,13.848110616139705,0.5239087567085119,0.5291011428586747,0.0,0.1693143170384302,18.832907966328232,15.084618011129246,0.462102979893603,0.4704371862975616,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2051034040700772,18.12346420548177,14.435232540807258,0.4917389246346746,0.4936348628021045,1.0,0.0899365809027835,18.47806929334643,14.833092220918632,0.4225151629958271,0.4363761943212303,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2812846323661994,16.960715562784674,13.43381418968534,0.5551378770739219,0.564321193682654,2.0,0.2016268447717769,18.478108120535072,15.090263806252812,0.4988982265270991,0.501843759364902,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2571597871014575,17.435132694478156,14.027073394461585,0.5245917414918886,0.5317290571283784,3.0,0.187825433329127,17.823318188931225,14.161653561062284,0.4869329524914497,0.5034430911115597,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3059854744790486,16.886994815242527,13.314217284920897,0.5761150663855725,0.5836293191391224,4.0,0.1825017222904139,17.73749894367315,14.33055822034922,0.5048938953114199,0.5204019120268976,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4763481500529575,14.663032037968588,11.593907284185022,0.6946593236107826,0.6991999200471493,0.0,0.2975164950370531,16.473214153097224,13.064812670421208,0.5605258069327528,0.5643224222961624,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4077589653454664,15.630370287269727,12.527649587910709,0.6410420982411058,0.6486574188914978,2.0,0.3647463451533078,15.49325873672019,12.10763768168634,0.6130484793610089,0.6194469170884169,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.39134751124765,15.788099866295196,12.600354853534451,0.631991397711549,0.6343364923768242,3.0,0.3083685348692587,16.433822925918054,12.881614882857711,0.5604853502134493,0.5732986871216197,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4292641575615933,15.080840486820332,11.981152504183024,0.6577898947831226,0.6631660723972032,4.0,0.3814564027415272,16.394220810182997,13.06172887386118,0.6186855440291567,0.6272763996859699,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4887651363043261,14.59236030724183,11.52663682305108,0.7001477506343317,0.701299755647005,1.0,0.2923080542405931,16.017264037394597,12.760040759647826,0.5544063483030828,0.5597976635340177,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1435341128356861,18.84548582386168,15.023751349755608,0.4588149871789557,0.4591984182032074,4.0,0.0458718131979892,18.781417253310146,15.071269109906485,0.4183274532216489,0.4268178971720202,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.121724732759445,18.93924685586902,15.012295714822098,0.4637574137610163,0.4722420116603237,2.0,0.082226346007855,19.037501731573915,15.560919901372966,0.4438826406609695,0.4571579420792481,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1466731314981195,18.7808702189718,14.94304882922332,0.4262746310768622,0.4334150165974927,3.0,0.0373377224576393,19.00040434316992,15.623284449008269,0.3666783909874994,0.3637736132740625,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1245104600171899,18.794343090925352,15.009737885384448,0.4302077651926848,0.4361423925257542,0.0,0.1333604069584218,18.947898419358623,14.885571824375983,0.4507868006254829,0.4723072948259199,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1539089994661586,18.65761860359708,14.854176087759456,0.4329350831937048,0.4424216567154579,1.0,0.0611330267645725,18.90692894002877,15.3733104360447,0.3642326342790344,0.3606839896910322,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3162081263095819,16.57484776908157,13.199756766272694,0.5765070178356109,0.5819725675910665,3.0,0.3371538480666198,16.715748165600782,13.19088407445837,0.5917485682317652,0.5990357892793227,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3091281024711295,16.809479597994425,13.368953336897116,0.5577233427676227,0.5633292910174453,2.0,0.273873487776226,16.885810542028537,13.536246725953657,0.5274118842829137,0.5273880614207439,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2817145539593744,17.309737819280006,13.808058230834018,0.5382199619936584,0.5395337927944066,4.0,0.1934613718627137,17.041356080055007,13.574036920806508,0.4859827572990221,0.4897582375046027,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3136949811545469,16.75453260101585,13.361456600865852,0.5677531778046194,0.5739198166367495,1.0,0.3363380696570204,16.140622006415384,12.677083838819968,0.5885418932299424,0.5962593832813161,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2868417162722874,16.964482833208343,13.44926717645405,0.5374854478696017,0.5452048227215429,0.0,0.2885232925884063,17.167051064222207,13.963519097159429,0.5435392092679173,0.54558806730874,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2041204907981217,17.79157793785837,14.17619900034142,0.4642193673701996,0.4682244233942521,4.0,0.2252729554732175,18.398748415803787,14.740912328335485,0.4791378725937582,0.4876861381534553,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1639895335265806,18.17843882382326,14.53820181093976,0.4253237035122583,0.4314795476848264,0.0,0.2410727736713608,18.42971203478031,14.630351878978589,0.4975603533158376,0.5299087870028385,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1653991983654682,18.61697164861976,14.777617180831632,0.4380666193554906,0.440173851263057,1.0,0.160181721669414,17.561833278230175,13.962488640679254,0.4364306613576216,0.4443783760488796,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1538683379036963,18.66638841033089,14.991572066358552,0.4159919212197488,0.4167634248790425,2.0,0.1784741126143314,17.684075951963276,14.176554088828002,0.4399189364042133,0.4519811946520146,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2049370418369467,17.881874433962782,14.323055373243315,0.480184105049068,0.485875383604687,3.0,0.2102632989345059,18.21083254631545,14.279390532882124,0.4720578361758819,0.4791415409133072,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2338120923909173,17.652262624406013,14.069127216486208,0.5052966194634622,0.5101469600856327,0.0,0.246513544504686,17.40138177406051,13.810366399003644,0.5121248938025409,0.5179931249680181,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.275151178158443,17.248781812920868,13.694491822701186,0.526583242993523,0.5290948674925215,4.0,0.2279440349017509,17.267687602693893,13.927296428915897,0.4780640199467003,0.4759298363601097,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2395723765355791,17.40100878898568,13.907077976020872,0.5213492261163634,0.5253786841211405,1.0,0.2451524856607373,18.136766438331275,14.395606173605586,0.5288718771879579,0.5343960703594886,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2889162638761884,17.110805225567333,13.643738261715612,0.5481647902705744,0.5503505024834622,3.0,0.2404420672684378,16.967247899436284,13.368414940853668,0.5047925498977319,0.5074427641521455,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2517525281430611,17.36709193095087,13.95019584753826,0.5357433403871512,0.5348154901790738,2.0,0.2120843047843379,18.09214491132905,14.035378158632131,0.4934186614665871,0.521871792306292,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0528879108655351,19.413703271164835,15.65401588734134,0.4106222377193368,0.4119121029664246,4.0,-0.062628116544507,21.53822504531433,17.31798151667717,0.3472251128290363,0.3548023403916778,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0271557530791112,19.94386618038108,15.845154236742037,0.3638375524540879,0.3664883185552117,3.0,-0.0317412249811874,20.127964885714672,16.12066413659618,0.3314957578507056,0.3408351624417894,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0176333659491523,19.93918239873001,16.00599237142921,0.3722939277852555,0.3741578992937298,2.0,0.0124246361386578,20.10926835082376,15.90418926992534,0.3585359990671062,0.3642626374072413,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.006023486953571,20.367000629739778,16.243561233481284,0.3637550106399149,0.3742249828778076,1.0,-0.1376012333673066,20.21764257911316,16.125223593064295,0.3252531607173279,0.315174854850916,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0193965505135089,20.47981040627657,16.28763078782736,0.301269919945326,0.3091768212071008,0.0,-0.0385996127095833,19.939132413820097,16.113978124547888,0.3005644023657177,0.3001764717378181,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2830756019551639,17.06828204009166,13.548338556755478,0.5433025139695238,0.551177730138344,0.0,0.2356787982937017,17.48828689735403,13.938850583362973,0.4862283981654373,0.4843151430725622,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2832360394923836,16.902058315472114,13.434782439087227,0.5419834805560706,0.548573337368586,2.0,0.240477890557148,18.15962781267965,14.519485308800215,0.5025047226147082,0.501993980834474,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3117830184887212,16.781662791044543,13.416267457780618,0.5724237347725712,0.5727466483201954,1.0,0.2380593986464297,17.278027514287267,13.57213688289187,0.5061781030129794,0.5196881257376162,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2811070991390307,17.30111451196657,13.77445147634472,0.5356296957268356,0.5388939531384258,3.0,0.207619666738665,16.9552852985979,13.512057487268018,0.4680920154312807,0.4759519166461534,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3393761070487834,16.527551844545886,13.13494612313788,0.5882711114211535,0.5928495062418881,4.0,0.2938077197905651,16.26533249840261,12.816162065419642,0.5462595138528296,0.5495670927298196,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1117022242547574,18.95972006790711,15.089096752255005,0.4040217064817641,0.3993351810414108,3.0,0.0916789569451769,19.29715880942316,15.28459647849754,0.393042085297998,0.4042113985027807,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1236762481076727,18.93524099787503,15.215259627511385,0.4043222308556317,0.412584307113938,2.0,0.0917946082054458,18.85719969267469,14.73154580230085,0.3897158496687714,0.4005071587340904,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1397303113712387,18.64920020851354,15.00158843719561,0.4303897561672397,0.4334588816523896,1.0,0.0400120080270892,19.8520524455564,15.638354077751254,0.3453792421583727,0.362154482114824,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1136087372265219,18.81070511319605,15.010927133829858,0.3901536206416126,0.3890091483404386,0.0,0.1113109126494569,19.583843619498943,15.857890302556044,0.3875838708894275,0.4018950214108349,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1221333271208982,18.80368667918296,14.973798781446442,0.4250530295224186,0.4237183127568282,4.0,0.1689612532929402,18.62741439115021,15.186512954146774,0.451484397861127,0.4556464428423447,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3091900265924843,16.88371780410304,13.568939839733291,0.5573110508978378,0.5598078432995082,2.0,0.2686719026090165,16.520415992539373,12.6322949758773,0.5280078799566013,0.5404617361657983,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2515588881783541,17.416074012196646,13.94760247434013,0.5202184908103853,0.5225478896296273,3.0,0.2602332136684562,17.363978232858162,13.682174539762268,0.5314291076562528,0.5535419081082976,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2615710881468661,16.97628004762287,13.533408496140822,0.5135666143614809,0.5182371972539246,4.0,0.2848589941080349,18.27226786168249,14.51296396765689,0.5445898967013402,0.5452175754373465,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3199510860157212,16.71018478494804,13.23780284185336,0.5673685712263488,0.5745001129518655,0.0,0.2600323544962036,16.905438546294167,13.673448160744496,0.5111592918236277,0.5125669210247161,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2378839490079209,17.45399734267384,13.918171399663224,0.4893565696708919,0.4962306845898466,1.0,0.2804535468253661,17.562522110835115,13.960933479654448,0.5444306693819894,0.5410142548295194,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1751846866472166,18.385959779016464,14.557263048265158,0.4698288212969294,0.4726106155417448,0.0,0.0975537833036774,18.70979620827672,14.834293994982058,0.4391603457911139,0.4623902141881031,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1999359130065735,17.95612787435456,14.165092768730418,0.4869706326552622,0.499474129269551,3.0,0.1838529659498714,18.425751834143814,14.598663300251271,0.4706997888867246,0.4769793886150913,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2489667214043911,17.54472683650448,14.021924038963023,0.5205989763865753,0.523865453715572,2.0,0.1795333857963033,17.857216814371878,14.30215628353166,0.4754280195288081,0.4920704604804194,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2561969185750744,17.366212050513212,13.679811534734496,0.5167132437540383,0.5273294603857639,4.0,0.092523347986841,19.20836885150248,15.418083181498965,0.3871194302724089,0.4012679379764826,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1820283083183429,18.075374983990287,14.41934537578671,0.4748954446228848,0.4846520222367715,1.0,0.193756352492511,18.58601871348253,14.791139415850854,0.4674238575572758,0.4626379024841991,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3307039173074082,16.410221201606724,13.0416994556731,0.6198547378994975,0.6161096721749689,0.0,0.2389592090081572,17.849803649056877,13.89638007992089,0.5418157053306554,0.5622752845087734,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3228512326850569,16.648519883013694,13.267464229318968,0.5874669516922983,0.591071973432912,3.0,0.3276227074406991,16.211117745743813,12.9370264249574,0.5836144078553912,0.5900409140274253,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3477088016056509,16.523854952659054,13.131005719339328,0.5971326681473497,0.5995949857122471,2.0,0.2546874677124066,16.184841085380278,12.85069368935416,0.5134505927586459,0.5158194375149708,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2939181742789053,16.89539320067301,13.441932453851772,0.54738571289747,0.5501115189494977,1.0,0.216414579093337,17.906843292523604,14.274170587484727,0.4919131605591488,0.4935894475711121,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3438717986698939,16.281757927323532,13.020898833287095,0.5955186956216962,0.5958389806805826,4.0,0.2841776011447297,17.175722889929492,13.640203728695466,0.5376120274736647,0.5509406490393428,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2000095282461225,17.948151887267414,14.281393676993169,0.4714567402593408,0.4777066050454947,4.0,0.2004890334330832,18.27506778170367,14.769897124992966,0.4822196837571825,0.4831997328109609,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2527735697952078,17.632249151595087,14.074427505924648,0.5180629135445147,0.529627683505774,3.0,0.183993974990588,17.211757004181596,13.854291135685925,0.4708673494645026,0.4891266367425982,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2754832842692813,17.203143271327065,13.64697857971976,0.5265617808213297,0.5365143392614948,2.0,0.1950805007883177,17.823818787402693,14.498028310139976,0.4581302649453836,0.4365557716255797,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.245961978164269,17.559513756273184,14.087710286118378,0.512177065567702,0.5149836864215923,1.0,0.2028597717728593,17.629331033272987,13.701562933274255,0.4689085671429651,0.4795355392456673,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2692124879723134,17.289606483171003,13.751548438770913,0.5266431414444463,0.5317700385091356,0.0,0.2148203586749347,17.5378589431338,13.99412325792352,0.4834819218871997,0.4831859923414675,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.323836244145513,16.457260049748687,13.15258515855647,0.5745411340041016,0.5815800577468623,4.0,0.2973767681491068,17.296412658816184,13.508864235583648,0.5468350996541365,0.5423353856850863,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.278464583142847,17.129896936296163,13.611744218841002,0.5433205663231612,0.5483330496686971,1.0,0.2592062768711317,17.24232813946879,13.821873306148827,0.5275236057672481,0.5299190693147554,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3608388954856834,16.15700957751149,12.842227281898948,0.602100008082697,0.6051430349444128,0.0,0.3023833281798596,16.595964178298154,13.271010206560048,0.5517793763103651,0.5561865413668834,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3524332100845438,16.290372680535903,12.925137444425058,0.5969585693046655,0.5965783700110009,2.0,0.321028944239794,16.25931484128792,12.989346019917557,0.5674240460582234,0.5804737921210331,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3229329266887292,16.521504582806553,13.07320116489283,0.5728808426690428,0.5791956884274296,3.0,0.2898970309723448,17.186606977661388,14.010028727653095,0.5403126882035604,0.5314844023228925,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0543488207215087,19.804325489840245,15.901884144682503,0.4004714740649845,0.4030921680250449,3.0,0.044265122842791,18.79105881845394,14.895022664639196,0.4113589897024017,0.4119704964697306,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1027795400094633,19.04118242851997,15.287344664154444,0.4093959540447544,0.4141308984758974,2.0,0.1246352213537173,18.95994549811886,14.799191259062338,0.4200461667014077,0.4383097148976371,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0829190705535223,19.33950880950105,15.281736423521853,0.3949858527798824,0.4126247484716893,4.0,0.1144980627091706,18.753422682509445,15.15056829884219,0.4207452691411999,0.3996390386806271,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1008339145795459,19.21255250822773,15.29898538290382,0.4026507044595075,0.4060888713511622,0.0,0.1545226856312636,18.064191686004147,14.430300707091028,0.4581004944015956,0.4671337729703059,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.095439385664269,19.14316599333778,15.203516014118732,0.4045389825773746,0.4026949264222402,1.0,0.1056278844655066,19.080879874636587,15.3891880474954,0.4157312782289025,0.4113481961278772,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3514573235513248,16.209343971791995,12.83666229601078,0.5948286659958727,0.6040717145580498,4.0,0.2677118120267246,17.273785038964636,13.679902559445228,0.5253770356863354,0.5274770525186018,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3388510022399921,16.265488003310594,12.925659517420597,0.5922059096704271,0.5911169115842487,0.0,0.3195404166906122,17.055039663693098,13.62985077375247,0.5783425338005572,0.5857505183931134,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3147918600708896,16.613480783732527,13.218702022679974,0.5879141670482948,0.5934604076505186,1.0,0.303813683621752,17.04561731378821,13.680662120615011,0.5757788087052302,0.577588061334004,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2831322192198664,16.949842057529796,13.487508897952983,0.534256411387301,0.5372546318123399,2.0,0.3190027207377669,16.903600014835735,13.541749473854347,0.5723747690950909,0.5916588175718599,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2957519428848294,16.803335390730954,13.42954088108092,0.547371941092351,0.5513264822362881,3.0,0.2923611968084489,17.313541722646754,13.55054088796608,0.5534683719277638,0.5658213249852768,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1245358055666332,19.069319452377428,15.34837740155296,0.4141146504837605,0.4128974295134579,0.0,0.0639761678637822,18.46488250549289,14.83994386775013,0.3947574317855883,0.400174704800377,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1743942844808359,18.40375688087251,14.696120226548691,0.4573281368492553,0.4574522263093472,4.0,0.1480758828580619,18.16955569032565,14.403747850582924,0.4382292427899568,0.4576025684769235,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1626262433315153,18.33929415896374,14.80573216298552,0.4346342189058813,0.4258050707904232,3.0,0.0907189172141913,19.57262284451757,15.682499060611176,0.3485664682806528,0.3439132910369096,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1636497079254901,18.487997876828924,14.674465475204975,0.4317444610655604,0.4321232761040409,2.0,0.0530236084688032,19.299769839987725,15.6114126511562,0.3331715437314398,0.3262898994019858,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.164870171948146,18.308989968251623,14.745114988508444,0.4405125889934403,0.4408400170821017,1.0,0.1921306745394168,18.48574125194236,14.76432571882083,0.4609716296351371,0.4707883930385522,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3319643576889876,16.571848478712354,13.192432326289866,0.5849959002847387,0.5864372429629521,2.0,0.2526320689148393,16.934177573777973,13.50339712763029,0.5178388180795914,0.5142868582442714,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3164983209884122,16.693376066348886,13.306269919976478,0.5663998100329922,0.568810011952391,3.0,0.2603224883505796,17.131719736979527,13.568473658934542,0.5112915638044052,0.5259522118315142,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3240986889002311,16.76288087221067,13.327858255969836,0.5717002061227837,0.5776282150288097,4.0,0.3085467872741678,15.90166523435808,12.591864252286683,0.5590048166488156,0.5606075918668211,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3186208032725736,16.577529064849024,13.22969023677561,0.5689154123846114,0.5679854213667117,1.0,0.3372618051681305,16.585311627384897,13.318197580031407,0.5898166268303675,0.6046686572125568,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2346198524770653,17.67301352436436,14.127832763593425,0.492823920894574,0.5001850494769648,0.0,0.1984030609762486,17.823070637871623,14.190753374766912,0.4586763988294702,0.4450092086867369,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.018003886773791,20.39354085504523,16.2490721240203,0.2193135317134608,0.2213538660172952,1.0,-0.07635249705496,20.602761159922228,16.497139526492774,0.1802075635154943,0.1781638307026282,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0794340635894472,21.05293685682617,17.05656037789078,0.2195654601042621,0.2128179828218279,2.0,-0.0713106657249913,20.333442636989083,16.548347776122547,0.2437205297686248,0.2621888140978704,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.03968225943483,20.54284233072768,16.404648819558112,0.214901774160198,0.2132212289077025,3.0,-0.0650054237553423,20.715676407934964,16.530429248260372,0.2017999140694778,0.1881093128470405,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0617269232414905,20.746222115182366,16.694827073987163,0.2026257960547533,0.1870866219118224,4.0,-0.107266335151684,21.19547852328138,16.69256676410942,0.1843765285587966,0.1857268221158368,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0464998339423323,20.54038079141808,16.592649381975892,0.1806770186686407,0.1849507321062803,0.0,-0.062875486005155,21.025996856588858,16.774392876016748,0.1533830473698738,0.1187353538303733,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0882176835110121,19.23274746472997,15.59254638907229,0.3312270089756018,0.315423306029888,0.0,0.0893895438861483,19.225056130110985,15.469770586932146,0.3231206932927878,0.3186441319407728,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0920491014439059,19.19517399853823,15.592856473162731,0.3299084844410022,0.3187086981682826,3.0,0.0792137357597848,19.30839493893164,15.40445344712999,0.3239180073566504,0.2970078449399141,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0810239468035999,19.26666127731931,15.687863182715096,0.3187052787946402,0.3031195127234855,2.0,0.1100149443119157,19.16994747435017,15.337249383808654,0.3742996196104227,0.3647015853045099,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1116425182658528,18.929486903953595,15.193610956736272,0.3375085097296156,0.3209297975615353,1.0,0.1018230127923324,19.31094303230384,15.795609217514226,0.3208849743693195,0.3282016219656463,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1103567277219442,19.14960883132397,15.30922026450346,0.3423005404278103,0.3345890824741215,4.0,0.1292798801707176,18.009608059992672,14.603386667824577,0.3611716055719697,0.3187754704470914,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0382531771600618,19.852063863485554,15.910940514101164,0.2501269256728118,0.2452894997236275,0.0,0.0441217890059157,19.288274584479925,15.604291014808686,0.262091096665147,0.2332104751824779,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0063742040931039,20.04883029878816,16.192049908870903,0.2009062921522009,0.1953784538451041,1.0,0.0074943141090809,20.15696144610501,15.826261506257236,0.2175711196633439,0.2325043993823108,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0256375092170765,19.986939698937828,16.11207471009085,0.2344974216495234,0.2218567720595875,3.0,-0.039356077647104,20.021610841291043,16.28555824373975,0.1855446305166739,0.1697255768638814,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0392058060381238,19.910880102728427,16.029242931061965,0.2584573323840187,0.2517116889739531,4.0,-0.0641076872115218,20.02548044826373,16.09168065232014,0.1620440457100901,0.1560539633121984,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0361702455755323,19.781463515458714,16.061082993534352,0.2499351549228926,0.2344766833584617,2.0,0.0667036438332462,19.420784795056505,15.303847858444652,0.280846558752991,0.255204189768401,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0939684589104731,19.43353838069352,15.757614533882828,0.3403005024335674,0.3233155022707761,3.0,0.0535523144896508,18.46613765107285,14.923835398042154,0.3107908741644732,0.2895537292169651,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1116047809063573,18.755965672674527,15.086331871052328,0.3559795576886629,0.3381718288529427,1.0,-0.0048221330702253,21.00004079004018,16.435686712696718,0.2376793500689167,0.2248183249102363,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1094625412170338,19.083985015258403,15.385788257667524,0.3402642220090679,0.3241782912659079,0.0,0.1173705571787527,18.61935739612504,15.077579633296764,0.3553943441775642,0.3534756678996111,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1013923255779664,19.12401157141976,15.279967643522053,0.332550786664751,0.3185880794030994,2.0,0.0730866051792725,19.25998676088008,15.528845648118008,0.3027175684932226,0.2930815220606629,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1058887629673387,19.03971159478844,15.23184435846873,0.3259777859255823,0.3170150514780395,4.0,0.0949945847693809,19.188335890224828,15.759830013322242,0.3097379203508488,0.2754490270559929,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1730577760197447,21.70631478659008,17.452692045785465,0.1364314697828549,0.1352369401830169,0.0,-0.1228348138101058,21.768613747535163,17.315011321958693,0.1670466010332952,0.1568692562125777,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.162803393757648,21.68577950866893,17.494624958577685,0.1325011835313491,0.1335930694859019,4.0,-0.1530210752019845,21.730211568669866,17.486348298940147,0.1608364271777201,0.1649399153932132,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1290565867174042,21.360223731938003,17.091421677655607,0.1823422838510185,0.178869897885604,3.0,-0.1883946332675676,22.133571157113817,17.89269881542818,0.1404031665262672,0.1138490134594012,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1543327894626416,21.96553601828249,17.75187269392234,0.127931400003758,0.1089648955800862,2.0,-0.1714817022589465,20.442507610510123,16.22472270133564,0.1674677664563211,0.1662046412612264,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1435074751005829,21.64381228846157,17.330287273181437,0.1777798351216075,0.1800537993590355,1.0,-0.118452661833696,20.87707178648067,16.73894022717888,0.1916810367150919,0.1886285983243888,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1006274384276453,19.043765880586285,15.365891054834988,0.3244594995661741,0.3110899257982714,4.0,0.1148610317275475,19.086434666936206,15.493768759519474,0.3962132601419944,0.3774442160677482,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0905762378109746,19.32287947623802,15.496322609477302,0.3215736905525546,0.312438319202137,0.0,0.0872120570500821,18.77343418211572,14.820067608994222,0.3289550411270625,0.3318555700539722,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0910859188732524,19.39101621460357,15.71310479210704,0.3323531675347105,0.3160159227781512,1.0,0.0621721801279154,18.70229478978613,15.110858430587705,0.3042703672452146,0.3000408303872243,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0965343834080092,19.141229326965504,15.442892825560584,0.3145005466819493,0.307360837215508,3.0,0.1010810914890725,19.09669336520933,15.274361245426132,0.3319556301035796,0.3484861619614594,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0982753273277439,19.153532014203986,15.374412997130564,0.3160328415895118,0.3049910118104273,2.0,0.0970251563632866,19.029417892023385,15.202611125741967,0.3258387320341043,0.3164813217401641,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0224262236244525,20.41730842719481,16.534821405092057,0.2119899948958259,0.2089422211833807,4.0,-0.0081327670574438,20.01888552934908,16.16981764585393,0.2251701331257141,0.2044894759370041,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0112282253679936,20.06850959698024,16.12690557288633,0.2440197875243321,0.2359064610059338,3.0,-0.031557441687628,20.29022116796417,16.551951611679765,0.2030316197528732,0.188368499574297,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0728314048030847,20.61927945972356,16.563266873788713,0.151784159216974,0.1480654920753363,2.0,-0.0108825493039523,21.168562517093267,17.064432172422055,0.1887202199835015,0.1878169822833271,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0468418505675718,20.6929373391341,16.74053136202854,0.1857044252115709,0.1797672458279846,1.0,-0.1228671635244991,20.99235173151664,16.476382551467957,0.1437785884481918,0.1665554028498284,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0458746588934024,20.442392641932265,16.459880387568536,0.1677556551256951,0.1656979110788184,0.0,-0.0369357247019155,21.07527099265997,17.161720103197137,0.1721681245396958,0.1695659533684266,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1063072399905263,19.307770249003017,15.476254033184295,0.3278220735109966,0.3150540399371572,0.0,0.1066122084176817,17.936135309391506,14.57641602661384,0.3313185975654656,0.3087535732670239,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1001858076043711,19.20521162237932,15.505081243833724,0.3178350628128878,0.2994933913629843,3.0,0.1538906196221527,18.142518992711995,14.352247817428026,0.4060417656886055,0.3863554674616599,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1039968437822129,18.96982202359809,15.327456808997304,0.3364417100604749,0.3300576242761963,1.0,0.126510341461287,19.20312349843617,15.587173890478818,0.3752077952618571,0.3558715706683805,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1177395723924756,18.93602573739217,15.162441690243911,0.3457973700580968,0.3383676422844734,2.0,0.1124129916796917,18.91161067959259,15.32535797087744,0.3397211615342133,0.3082094894795347,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1096975870497118,18.772466421852894,15.141839750628238,0.3374846349107254,0.3337334564849402,4.0,0.102328558912961,19.989360438407186,15.767804548475477,0.3408350371413196,0.3040807314238361,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0251490582110374,20.11288186625428,16.18683960980805,0.2432632929863058,0.2339804555619473,2.0,-0.0811323446804457,21.984559493015315,17.80703831111453,0.163691895941989,0.1628335147452081,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.004984194709212,20.07744353282414,16.159728579876663,0.2403007230392369,0.2363120218543757,4.0,-0.0210194430540608,20.37845865207284,16.221868478908462,0.2347913585732938,0.2232862159659281,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0045995223418318,20.206833523966704,16.017466806053807,0.2444580254625482,0.2360763077349132,0.0,-0.0428912008460535,20.496960133047622,16.35486335126461,0.2118294765242185,0.211373895222966,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0027086562488161,19.97776120898128,16.160627151136225,0.2449862617720802,0.238193594485177,1.0,0.0285627345423479,20.37929286527687,16.05885246025682,0.259136624734393,0.2652409563966159,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0134002369487782,20.27246077391672,16.21684120138997,0.2542436946747941,0.2508610109055167,3.0,0.0165150522094179,19.96040510010787,16.17375613711008,0.3026073697239726,0.299575523795078,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1249335155821708,18.92760907265326,15.2858897784314,0.356803874916506,0.3465769424892557,2.0,0.1285318994094265,18.450437637688328,14.78443913714876,0.3661960321820168,0.3544341507302809,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1039140472871461,18.987118260614725,15.139540312700834,0.3396022396626391,0.3300315973618559,1.0,0.099230543452317,19.39913853640251,15.8187738002573,0.3635562953954981,0.3433678060963715,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1220370344735863,18.944697305712605,15.14977340580565,0.355616343637534,0.3505445206447102,0.0,0.1178920778115543,18.62815272761421,15.17142806190522,0.35485308924432,0.3369665386469261,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1166919613717275,18.8719576988349,15.053517903619683,0.355819629320418,0.3454324072892426,3.0,0.1131395016969061,19.198454503224127,15.60187782946928,0.3525443020250161,0.3350804958412156,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1142583402933858,19.077444985194624,15.291639059895411,0.3501192256261548,0.3324469230273313,4.0,0.1207997221157641,18.397333283917327,14.669080771928952,0.3558346481163141,0.345618664742809,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0618594173490012,19.596223962415948,15.753625467099384,0.2804696901550473,0.2762635052689285,4.0,0.0486591622065588,19.227949710008712,15.665994240717634,0.2658727590013144,0.2495379848708517,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0571434139942428,19.604182239840537,15.785239650069288,0.2709323242722455,0.2515246110604943,2.0,0.0805520835364809,19.064566839747737,15.107191423329796,0.3045217478715488,0.2936864774245268,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0317792359387438,19.847386123149864,15.876728461101306,0.2360448900136241,0.2320101387775438,1.0,0.0507244194794654,19.51259962874079,15.851169603449817,0.2583025018748794,0.2260665324293544,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.054997478842326,19.78406030062764,15.939676357161416,0.2697530777780935,0.2646323571436467,0.0,0.0868986155514424,18.421889197247776,14.50238228472172,0.3161459741907224,0.2979745546881233,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0235380423770763,20.019246842039585,16.15496769020061,0.2437613325774906,0.2318859084003189,3.0,0.0515831982721373,19.148944875062707,15.529929522918575,0.2780667530714584,0.2782005930422156,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1129082542421506,18.878390701651163,15.120675944350372,0.343427766307782,0.3357377604790997,0.0,0.1195843126502548,19.267188792040063,15.482764612205726,0.3601797285891755,0.325545634433072,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1203076107350507,18.96001574344504,15.17306827849165,0.3510784926241184,0.3444486962264355,1.0,0.1112386004299553,18.689040246880587,15.12024970191987,0.3504250599844422,0.3298256293501975,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1171605291270897,19.13601149576849,15.467435902495003,0.3630961033490282,0.3564705794342707,2.0,0.0673570295182555,18.53123977230514,14.983123826391903,0.3154374086551137,0.2947543582715268,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.117746631478151,18.89872342922546,15.179917381306234,0.3518032702867006,0.3374157411824847,3.0,0.09279626306605,19.22916305287018,15.278000779014558,0.3263138656749763,0.3220452696553967,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1334260305739031,18.549327818437007,14.8399684727529,0.3700313868479292,0.3588586220204544,4.0,0.0842155124029248,20.04047820023516,16.27981307418258,0.2935710699493813,0.2943758102725121,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0692057191668078,20.845631089893818,16.845295171271864,0.2303208209885654,0.2194849247958887,3.0,-0.1012356148184385,21.0644743169896,17.23392473542641,0.1812653507804432,0.171868360983001,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1314114524605107,21.43311946516245,17.247300549190882,0.1770935147385258,0.1757702476449938,4.0,-0.0349785393226502,20.44762392304862,16.398429485996072,0.2499504153453958,0.242893017137824,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1198286593735655,21.37888510355662,17.033390786139087,0.1736651219736427,0.1744743343340081,0.0,-0.1370974132897577,21.22108951343603,17.47005582267855,0.1380324488221411,0.1243933204599964,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.156008591895191,21.71893777505451,17.475779605267284,0.1307782453060277,0.12534428693886,2.0,-0.1020012571434201,20.82025249824157,16.56460640204787,0.1913583218597744,0.2075402909812682,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.077842095119426,21.13827334541852,16.778552537540545,0.193795422719584,0.1949859981299889,1.0,-0.0134162729747713,19.36777637025668,15.502323574490015,0.2792416049699936,0.2856408024836648,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.125498027268645,18.85924884642929,15.250019996466552,0.3581952734557121,0.3369658218396388,0.0,0.0970486992643182,18.98226432068787,15.11143822061672,0.3163517993031555,0.3396899939105743,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1262651896230185,18.844277000719256,15.141102589506724,0.3591011635971617,0.3451993623208351,3.0,0.0813628836713217,19.233699327199336,15.23735711839464,0.2960262167154793,0.2708283413747558,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0955843032840221,19.251431039504755,15.471693237226235,0.3114117377292452,0.300181942955424,1.0,0.0750846563667474,18.980465214576004,15.371078657613367,0.2819260360869872,0.2818887684136515,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1234294821739536,18.887322652910264,15.089531576357649,0.35875326762876,0.3515401878381845,4.0,0.1170151475420667,18.80994318702176,15.283270346873094,0.344217241472092,0.3316469723531683,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1272948019295446,19.03271988944868,15.21818484779495,0.3604031968832608,0.3491183004013549,2.0,0.0722345895490126,18.48495400295064,14.962373102447136,0.2869866470403787,0.2623565833445171,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0041890921323268,20.274825824494062,16.170559767696115,0.2221669796798934,0.220017019931249,3.0,-0.0406848059207425,20.175636045054084,16.206292669665174,0.1785195423922409,0.1945870446454565,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.028679727831852,20.49830213538665,16.3650595124154,0.1970380785211994,0.1897726920006797,1.0,-0.0453873350742455,20.30894217458987,16.406709017969455,0.1900299166920637,0.1838792702199858,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0153609617689824,20.71803470630029,16.734933162973594,0.2191080540715106,0.2129435897925544,4.0,-0.1025346500201462,19.27911304949015,15.261886094332722,0.1613746685183579,0.1570037994853413,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0512475287788933,20.705081483919265,16.81720490619885,0.187600135951931,0.1775377816972931,2.0,-0.0370787413239106,20.278849569625017,16.199901386151097,0.2167496506857348,0.2171420638475944,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.026556252614357,20.45991877652714,16.56572084912298,0.2102972180997805,0.2027594083557668,0.0,-0.0586209367314074,20.505792727291897,16.242370426507645,0.1704661837984122,0.1698589686321788,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1169356714597429,19.12353482172104,15.427626210975156,0.3467360302750831,0.3431861314590919,4.0,0.0899292039785387,18.36694632957032,14.869955962381246,0.3166274114515753,0.2961225162706695,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1031870487605839,19.280084780970988,15.420099066020896,0.3213037677783562,0.3052960500504508,3.0,0.0633266639848562,18.623037791081465,15.286563818346815,0.2646178659965427,0.2566246677375419,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1090385559697549,18.998376361923874,15.350677590652117,0.3325073068437805,0.3162130736589693,1.0,0.0875140947517991,19.26908655138562,15.213980367841051,0.2997998787709584,0.2994948594980824,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1290367232587785,18.79061556264111,15.220507704629384,0.3600000632159986,0.3488098226747003,0.0,0.1109084891078375,18.95651126794144,14.882933446311164,0.3400325775589683,0.3433145163406393,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1142443837143427,19.1411049204812,15.46207901197105,0.3425772368578685,0.3333541035305589,2.0,0.0859318078152427,18.49176734863396,14.813469641100722,0.2981537972960668,0.2834994919845815,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992080266,0.0005639256646603,0.0003057121024992,0.9999999997336948,0.9999977331674764,0.0,-0.1538195665114596,19.348025497042567,15.033096487768765,0.3852473423747575,0.4096839802101439,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994374,0.0004847920091414,0.0002958914943224,0.9999999998243002,0.9999976877888052,4.0,0.0381890051907989,18.788222277623305,15.006544812998378,0.4036333509246819,0.4221149403879906,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993166268,0.0005134956611645,0.0003036326544275,0.999999999781596,0.9999975329790862,3.0,0.1388246741474385,19.23881996208016,15.18333140686035,0.433066644556008,0.4191035200110045,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993342344,0.0005208978849735,0.0002950320265684,0.9999999997810454,0.9999976964702408,2.0,0.144036323905163,17.97768405434229,14.367561722915536,0.4593218148734829,0.4633550038234577,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993573878,0.0005119303980044,0.0002943720299917,0.9999999997925024,0.9999976110013402,1.0,0.0996546297040341,18.476418540444502,14.789897535655124,0.4421795837627196,0.4559077237588968,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993904624,0.0004872358249948,0.0002910726176889,0.9999999998026816,0.9999975949901836,4.0,0.1851066398244668,19.10844226054704,14.88281671014756,0.4625010116936935,0.4807948224871172,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993521134,0.0005109589464959,0.000296084744376,0.999999999790924,0.999997665765189,1.0,0.2204654810643931,17.665932324654452,14.13318800718888,0.5094374079496948,0.5310168071142737,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999400088,0.0005030203230324,0.0002938066177765,0.9999999998025084,0.9999978198570604,0.0,0.0384972754745991,17.65421345405579,13.844104894202523,0.4002559910307657,0.4240663875878311,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993821472,0.0005123901784117,0.0002992930762969,0.999999999796723,0.999997946086778,2.0,0.1012958372651549,17.225531474178943,13.748809785216396,0.4243414232312675,0.4140138107089706,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993615494,0.0005108996165562,0.0002970306087533,0.9999999997877876,0.999997650493348,3.0,0.1964071812594605,17.858215068957687,13.986486522563569,0.4781485015902934,0.4869788962791741,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978021292,0.0009486137871298,0.000599226484989,0.9999999990322191,0.9999978009461056,2.0,0.1279551269438283,17.402004321096296,13.645273234229206,0.4575856650443928,0.4548515858198872,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979951412,0.0008997467280685,0.0005644245351666,0.9999999991035656,0.9999976776188384,1.0,0.243809243959353,17.4937553473546,13.788007240600589,0.529176874287246,0.5480091914541491,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999961014,0.0012728111757186,0.000817381970066,0.9999999982811056,0.9999977431581576,0.0,0.2174803821361169,17.211762726657057,13.595051481494794,0.4954949149313837,0.4989709888810045,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999997164012,0.0010717109789782,0.0006792261109746,0.999999998761642,0.9999977937173564,4.0,0.227691546650419,17.73725634575239,14.089783806636415,0.5226698877544481,0.5302551963388624,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999974099304,0.0010372481730056,0.0006522700001704,0.999999998849386,0.9999976071187696,3.0,0.2075775142028618,17.377255417600818,13.713961534019855,0.5046893133740369,0.517424987031863,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992605436,0.0005466000815628,0.0002976509706153,0.9999999997529736,0.9999977230604876,1.0,0.1972025563522065,18.150289279480404,14.309750833396846,0.4923243046943851,0.490490409810778,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992204276,0.0005506356629336,0.0003076421672249,0.9999999997515744,0.9999976135500092,4.0,0.2360110890235686,18.8459682192751,15.115508599487075,0.5002518807939323,0.5266995048777141,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993793884,0.0005013371046472,0.0002997276786179,0.9999999997933487,0.9999976157376744,3.0,0.1966138623030954,17.965091282517772,14.393894425544188,0.4677179768077387,0.480296619233127,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999356825,0.0005277125138706,0.00031188729081,0.9999999997887444,0.9999978981166104,2.0,0.1240783996882238,16.794812036694204,13.215796769364196,0.441101260973417,0.4316550471116556,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994601568,0.0004775219726039,0.0002866474900169,0.9999999998193292,0.9999977428449736,0.0,0.1138530796426918,17.82330941571256,14.231391759926591,0.4393014345868876,0.4387628057554156,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993012274,0.0005259377310733,0.0003010524805887,0.999999999774473,0.9999976708987188,4.0,0.144269106768084,18.50325181887828,14.947084377795669,0.4695709589347597,0.4672922444435739,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999317939,0.0005270407357895,0.0003079782149432,0.9999999997829854,0.9999976629826508,3.0,0.1510708026178907,18.34325090520297,14.454896933615302,0.4486886782891779,0.4614336945469131,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993543588,0.0005122590054732,0.0002947212102798,0.9999999997855682,0.9999975453683312,2.0,0.2085658748069105,17.74167906093873,13.972110950864597,0.485981196802728,0.4830786176491174,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992154152,0.0005628407338496,0.000314187122074,0.9999999997385371,0.9999975321285756,1.0,0.1353288580583452,18.63660290956322,14.55430505183705,0.435526736460644,0.4684346455015212,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993276588,0.0005205763114105,0.0002974978560489,0.9999999997832648,0.9999977731937444,0.0,-0.2868323518431237,20.13550520515852,15.7755108496926,0.3243004850465749,0.3432971588977498,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999998125044,0.0008801729000136,0.000561967197097,0.9999999991868136,0.9999978459910802,2.0,0.2166874727447765,17.380776821020678,14.13506672849062,0.5087351910183193,0.5077492714744649,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999969377432,0.0011146528838848,0.0007156312633085,0.9999999986773394,0.9999977685140544,3.0,0.2501045306934972,17.412255018705903,13.73143556671409,0.5298133353751638,0.5348252127280583,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999952664586,0.0013563420356537,0.0008636654410657,0.9999999979362102,0.9999975854455658,4.0,0.2145372176605873,19.13473722708673,14.911773389844752,0.4831617297807672,0.5156341500918723,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999997542154,0.0009782177002916,0.00062067101862,0.9999999989154138,0.9999976239769508,0.0,0.2413767281196187,18.769860596612745,14.8580656636556,0.50032603057151,0.5183622784515097,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999965351416,0.0011600205680733,0.0007273561888305,0.9999999984933392,0.999997504638335,1.0,0.2418988417445913,18.22192689257577,14.707440014274752,0.501506658631538,0.4818991921552216,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993945629,0.0004943809019974,0.0002933088528448,0.9999999998082616,0.9999977392924658,3.0,0.1772753621999219,18.380993889531204,14.69735419064166,0.4799055101737602,0.4972642781209326,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994221374,0.0004922803626192,0.0003008690541385,0.9999999998114176,0.9999978559916788,4.0,0.1317219117456377,17.74646804832422,14.100627511164108,0.4458878827532018,0.4550790814578332,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993719676,0.0004957826010931,0.000293002193141,0.999999999796431,0.9999975574532092,1.0,0.1933641012321615,18.91842627136601,14.957945536904864,0.4678047222025114,0.4525607853431472,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993416242,0.0005278989997523,0.0003040551634857,0.9999999997835336,0.999997631812542,2.0,0.1598408758367265,17.205865589389553,13.64148492564834,0.4736586783368021,0.4789302088225421,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994055432,0.0004919613636085,0.0002968616067458,0.999999999811502,0.999997574527608,0.0,0.1814105976146858,18.0730939048044,14.276940402516557,0.4821069751913912,0.479350062921171,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993853768,0.0005043367627242,0.0003051208961826,0.9999999998047232,0.9999975979696876,0.0,0.1995423107640247,17.441451813454535,13.919848997696583,0.4937306436613916,0.5007872720981001,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993863814,0.0004978105293602,0.000288603350221,0.9999999998019128,0.9999976283887312,1.0,0.1164906678127485,18.95499490017858,14.990819405003595,0.4261594435793746,0.4498420582200316,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999282137,0.0005279565886232,0.0002961347220047,0.9999999997686656,0.9999975073094268,4.0,0.1781995463978264,18.89388562807926,14.996787794307515,0.4470127350521505,0.4320717038351059,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992791392,0.0005374552658765,0.0003072027871834,0.9999999997677358,0.9999977519634528,3.0,-0.1897451159838747,19.590345960886168,15.463130046520726,0.3562844216123574,0.3589206554026843,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992619146,0.0005398593844463,0.0003090109023517,0.9999999997503064,0.9999976279029746,2.0,0.154440454399519,19.049885932178736,14.705465310823616,0.463008493996753,0.4822752193557397,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999966077694,0.0011950717988893,0.0007558190106697,0.9999999985192984,0.9999975782123878,2.0,0.1939142474501283,16.772313935782385,13.26858265051681,0.4891362480079795,0.5101827697679212,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999996203743,0.0011968605475369,0.0007677723795737,0.9999999983701112,0.9999974764750006,3.0,0.17633362559592,18.77752776382156,15.058195507107069,0.4692043193178208,0.4469124588425536,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999976658288,0.0009517924757683,0.0006098133453254,0.9999999989590824,0.9999975673358916,4.0,0.188052872682761,19.03487920416725,15.03477165287376,0.4672470934920453,0.4446681939032851,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999963308602,0.0012065301528982,0.00077124724462,0.9999999983808322,0.9999974881328376,0.0,0.0448811339961138,19.16499554713022,15.254658592153255,0.4394486381161256,0.4499017281462065,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981044636,0.0008839072917562,0.0005803804867487,0.9999999991492666,0.9999978847169037,1.0,0.1728841392755191,16.771513754252215,13.150544109820403,0.4754347593555638,0.4763614816234957,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993799592,0.0004997493434212,0.0002968512798632,0.999999999805069,0.9999977777661356,3.0,0.177072619758921,18.387355963351794,14.664079559606852,0.4812386891804187,0.4943046609996309,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993619322,0.0005122265256633,0.0002944659847683,0.9999999997988926,0.9999977769892486,4.0,0.1729912915366191,17.402367317933887,13.67877850041245,0.4980430668417283,0.5089388153449012,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999390508,0.000495570077113,0.0002904132071231,0.9999999997938408,0.9999975751929324,1.0,0.0643005383190251,18.782788843872005,14.889905002492116,0.435515738458105,0.4486374265848335,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993395772,0.0005071559950206,0.0002971747343918,0.9999999997913168,0.999997609099032,2.0,0.1862229243494435,19.3634506038721,15.195729614752024,0.5091981270387634,0.5348240816301821,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999346884,0.0005143761394956,0.0002976807864079,0.9999999997836652,0.9999976420911028,0.0,0.2201910214888418,17.822572765533728,14.347158879868047,0.5023996268159211,0.514437119698546,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994616529,0.0004807824714368,0.0002904808126402,0.9999999998272896,0.9999979111718263,0.0,0.0896560951807322,17.622603273588915,13.995182362724751,0.4147122041746268,0.4042407539855802,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993973144,0.0004886943818751,0.00029453015282,0.999999999807331,0.9999976210382204,4.0,0.212333533139911,18.45452687460929,14.3484611006706,0.499062941710239,0.5208129254103461,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994012528,0.0005082289755663,0.0002945888315974,0.9999999997962444,0.9999978366605428,3.0,0.1399357251011753,16.751733687883686,13.244880222527945,0.4548884545280405,0.4662358256048324,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992816264,0.0005368970672694,0.000302330956951,0.9999999997641889,0.9999977711792828,2.0,0.1711748318421885,18.46359418996196,14.501974407276071,0.4835922515590242,0.4917231365845868,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994055384,0.0005060468201,0.000303489643775,0.999999999804316,0.9999978843994372,1.0,0.0604249912001925,17.61423127187347,13.910351409966683,0.4258404258298983,0.4505457343397522,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999997348888,0.0010542334103938,0.0006790657273194,0.9999999988423592,0.9999977063255536,4.0,0.123948585523441,17.922365413161376,14.108477326913183,0.4593629556360909,0.4714284787786394,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999977535888,0.0009400510665149,0.0006155945959332,0.9999999990005036,0.9999976486085842,0.0,0.1693896710096039,17.876760465310817,14.06451742468602,0.5232364793435322,0.5254535451834504,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999977142092,0.0009717185175373,0.0006170770827685,0.9999999990278572,0.999997511715931,1.0,0.0951454985944032,18.05034600824408,14.489624274484992,0.4576551251664604,0.4653928430122943,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998390765,0.0008217085023065,0.0005387667674119,0.999999999297823,0.9999976817972278,3.0,0.1578365091963731,17.55576622391573,14.01461187319648,0.464249821899502,0.478160322002194,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999995662452,0.0013061323290366,0.000807929697367,0.999999998101167,0.9999974350263784,2.0,0.17542001614271,19.013638666520936,14.877353123875409,0.463781234996067,0.4871940712246903,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999339018,0.0005215223323079,0.0003048022104016,0.9999999997857304,0.9999977154020694,3.0,0.0986589480615424,18.021182814772576,14.13667543527171,0.4200370746976418,0.4282505815003574,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999312336,0.000527652607795,0.0003032818040604,0.9999999997745668,0.9999977326449776,0.0,-0.0496330996191152,19.091157189143484,14.978414152562618,0.3311145786412662,0.3252596974870381,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993856666,0.000483715208804,0.0002890722497389,0.9999999998068017,0.9999974465514792,4.0,0.1784754048667974,18.91749057128997,14.920540544613216,0.4683604610851869,0.4677123060816636,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993246464,0.0005279991410181,0.0002992967938514,0.9999999997722352,0.9999976717705548,2.0,0.1457663466853088,18.20494508388511,14.634546715569032,0.4488592917206078,0.4492554822727109,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993511972,0.0005128420093842,0.0003028896052348,0.999999999795712,0.999997758878576,1.0,0.2314287972435,17.60323891086502,13.899835676689673,0.5294502385734837,0.5337515960610145,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992241874,0.000549629499095,0.0003041913103751,0.9999999997443836,0.9999976105810752,1.0,0.2737138421803781,18.34259434479623,14.549737164484805,0.5291671401301516,0.5501781375365078,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992630568,0.0005321190003437,0.0003032778014635,0.999999999759948,0.999997545652903,0.0,0.17562977608101,18.63681035348951,14.70853251148422,0.4631160150676253,0.4532505974263627,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999318348,0.0005177387490794,0.0003012229016839,0.9999999997755884,0.9999976898654892,3.0,0.2142763526488182,18.99014214646832,15.06159436794428,0.5169409600814219,0.5452273561211096,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992057558,0.0005691852517232,0.0003129017831512,0.9999999997332222,0.9999976355854124,2.0,0.1915981289922261,17.980860906988678,14.156494886853544,0.4750564574098134,0.4874518861097162,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992836278,0.0005375415719815,0.0002992433359165,0.9999999997636873,0.9999976973230836,4.0,0.1921620044366736,17.779493063225498,13.964248898992954,0.4908340655679643,0.5102164380647998,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999962849728,0.0012327238933505,0.0007690445074456,0.9999999983689024,0.9999976006391252,1.0,0.1062714747606383,17.948305860477824,14.345275890759828,0.4646535920936204,0.4774244629024278,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999968357114,0.0011254724336873,0.0007085898108388,0.9999999985885548,0.9999975865712516,4.0,0.239976234951471,17.382961235671385,13.62838315048351,0.5221635805857634,0.5155861216183626,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999974248458,0.0010016405661743,0.0006456550073829,0.9999999988369972,0.9999974747839648,3.0,0.25681455781557,17.986245823016347,14.306436148235692,0.5155317984713863,0.4882128852649971,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980021962,0.0008921348701427,0.0005680997793325,0.9999999991193826,0.999997857477754,0.0,0.2319991067950625,17.693532679245678,14.107499290478671,0.5061403713119252,0.5124400444509782,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999977582852,0.0009573792747181,0.000629624525481,0.9999999990168962,0.9999976451422632,2.0,0.2618219655540514,17.12549399377354,13.55152425061164,0.5280006526593735,0.5317857419565905,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993780508,0.0005120477204182,0.0002968444999204,0.9999999997991011,0.9999977956715428,1.0,0.0441686728631989,18.003204853826187,14.342714768357611,0.3970885862873493,0.3877059529937069,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999382481,0.0005019053847245,0.0002974239996248,0.99999999979643,0.9999976907873894,0.0,0.1158288092105034,18.41827743769895,14.715708752565606,0.4500171829147607,0.4508906243638141,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993873226,0.000497177645449,0.00029990143388,0.999999999805402,0.9999976151086556,3.0,0.1795601156409362,18.14481581724084,14.419564891505884,0.4832879037169648,0.4890493770587034,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993547388,0.0005199891880038,0.0003030603406918,0.9999999997949334,0.9999977866233386,4.0,0.045177266681306,17.88181512684113,13.98898899722705,0.4093111775282016,0.4137730243557968,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993502804,0.0005012883434646,0.0002997224373679,0.9999999997901792,0.9999974795329108,2.0,0.2207744242492438,18.617558653667835,14.78480582955977,0.4835157241062193,0.4626283404101383,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994533832,0.0004690107920961,0.0002837261835742,0.999999999821484,0.9999977455527204,1.0,0.2189101685590239,17.98258683340397,14.162171450929147,0.4937676814188243,0.5125624949808941,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993142118,0.0005255317282087,0.0003006446775887,0.9999999997689338,0.9999975708046248,2.0,0.1525702043816811,18.359325457963298,14.511548220066349,0.4613596334836825,0.4535684155815749,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993637358,0.0005171594365847,0.0002984068592305,0.9999999997890529,0.9999979318077722,4.0,0.0892346414401802,18.064712588447463,14.351923981632094,0.4172210372989572,0.4211952416245558,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994619864,0.0004635646940528,0.0002857121365064,0.9999999998262864,0.9999978570652608,3.0,0.1671309487331941,18.27077751696008,14.420359216485144,0.4702474981675218,0.4759323542084341,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999211051,0.0005610659007653,0.0003101975823724,0.999999999745651,0.9999976749993178,0.0,0.2100660567155241,18.24939829302509,14.646757466982164,0.4915837965353962,0.5182648261706407,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999969050836,0.0011190416307456,0.0007146870391913,0.9999999986456208,0.9999976358749944,1.0,0.2205515994194193,17.491151111707875,13.883308380071364,0.5133090892557932,0.5059911396737194,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999973277992,0.0010392358910189,0.0006715292774972,0.9999999988188248,0.999997729958796,0.0,0.2041137351793298,18.05525889570612,14.34492895533896,0.493002908343784,0.495693465440068,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999970789004,0.0010667540139155,0.0006825080974954,0.9999999987120316,0.9999975977173036,4.0,0.2308386074479833,18.590992961762456,14.791634235417206,0.4992646234376133,0.5088995953333826,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999971490692,0.0010697590007197,0.000682151883089,0.9999999987557971,0.9999977557023676,2.0,0.2611372344059049,17.504628650184138,13.988320173021036,0.539279713012114,0.5403098113400626,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999975222726,0.0009926825706755,0.0006367050319609,0.9999999988999432,0.9999977308932476,3.0,-0.0898102246094945,19.01387803511789,14.940967368348804,0.3793377392868563,0.3873569885888134,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994005024,0.0004910228270474,0.0002943807517734,0.9999999998068791,0.9999976780289896,2.0,0.1244012542629723,19.17508475978831,15.208908602239664,0.437965254388454,0.4619470504950996,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993553046,0.0005165037932043,0.0002962863533863,0.9999999997874232,0.9999978195083148,1.0,0.1670301107448815,17.617900024277144,14.192198316943006,0.4696130201699484,0.4736328078107948,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999304678,0.0005270953669386,0.00030703549563,0.9999999997731304,0.9999978105384656,0.0,0.2079914931824147,18.457287260596345,14.471966910656588,0.4876501411935102,0.5017588491299171,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99999999939871,0.0004989268631339,0.0002963262291236,0.9999999998037566,0.999997837855806,4.0,0.120943292263396,18.09916290183474,14.410093463693627,0.438157897778885,0.4459669518767707,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993279758,0.000529578119077,0.0003042244039963,0.9999999997799578,0.9999977987145412,3.0,0.1628607687378842,17.343153719860467,13.48962112395361,0.4800648259312245,0.5055979125811387,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999300668,0.0005360642749789,0.0003021606151732,0.9999999997662724,0.9999978170620152,3.0,0.202613775808584,17.520582954871948,14.020128828605996,0.4985602791258037,0.5304555658375687,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993451254,0.000513759122376,0.0003053861937383,0.9999999997811948,0.9999976384800092,4.0,0.1795587046079416,18.472501880438564,14.480889887868624,0.4653350573664944,0.4942545401749225,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993146204,0.0005278641521434,0.000305364449858,0.9999999997797552,0.9999976600892432,2.0,0.1378162796860782,18.592888468908026,14.607062095673488,0.4443206291032648,0.4590251995292983,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993293192,0.00052376341839,0.0002948614999239,0.9999999997720836,0.9999978337785872,1.0,0.1306855913917844,18.46603461310652,14.848105636251317,0.4328956761000535,0.4449904608636428,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99999999940164,0.0004953059118954,0.0002944680579918,0.9999999998012836,0.999997826439593,0.0,0.2121161914336934,17.446190057667298,13.582328282265996,0.5003138313609596,0.5118612103869279,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999968996226,0.0011187591294513,0.0007212412571366,0.9999999986249928,0.999997688222058,0.0,0.2474316363883154,17.629673356509322,14.186074504145868,0.521045274627765,0.5398268386243267,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999966927716,0.0011486650327122,0.0007326802417425,0.9999999985622228,0.9999976323642104,3.0,0.2803451100008108,17.55642463519274,13.791044910258227,0.553649644294206,0.5493371491437413,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999966388762,0.0011700452420091,0.0007529497682415,0.9999999985041768,0.9999977599810213,4.0,0.2736562235720543,17.03055068890578,13.23360030091839,0.5420681517787036,0.5497850083583312,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979021306,0.0009301665078249,0.0006074115701479,0.9999999990764838,0.9999977220629286,2.0,0.21822992521353,17.20867769195944,13.613006406556432,0.5106035519817702,0.5236853669202642,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999974541826,0.0010138954388125,0.0006601492094909,0.9999999988958738,0.9999977925987382,1.0,0.2295654399247527,17.835302184789917,14.263241914662805,0.5039409369154064,0.5168572237900914,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993872304,0.000503200514714,0.0003036117979994,0.9999999997974778,0.999997672728622,0.0,0.1214291008732515,18.1287020776068,14.175538065404067,0.4499256907958917,0.4759200199382913,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992777252,0.0005366710655873,0.0003064571999033,0.9999999997688775,0.9999977241015208,4.0,0.2192106088016023,18.341005856708883,14.538260390042277,0.5004533461779955,0.4955396402052296,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993221048,0.0005276753313399,0.0003001885627967,0.999999999782386,0.9999976796598752,1.0,0.2227976151865431,17.31275230020262,13.72337379063108,0.5019167293981636,0.5006193648879953,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994132044,0.0004929524622284,0.0002969750544598,0.9999999998075366,0.9999977758821512,2.0,0.0970002829840628,18.30299686314124,14.665993169305745,0.4209031746163947,0.4279626666559994,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999229504,0.0005548609202641,0.000310688642306,0.9999999997319104,0.9999976731363356,3.0,0.1754074479472227,18.82935548527181,14.607205771614986,0.4684070882203404,0.4859639760248499,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999221342,0.0005627949159672,0.0003035972469456,0.9999999997386436,0.9999977522342977,3.0,0.1519536092182588,18.35506778902709,14.714642148743932,0.4668626440520277,0.4655639313639699,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993625018,0.0005044964315078,0.0002994666660353,0.9999999997914876,0.9999976727286316,4.0,0.207766657053799,18.48171309221529,14.697455140102056,0.4836015204099813,0.4923772860214752,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993874616,0.0005008972593683,0.0002925134409975,0.9999999997970376,0.999997723286065,1.0,0.2237804002020053,17.40414102747034,13.58326314682823,0.5046656806182848,0.5127129399221548,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999298707,0.0005380455744154,0.0002997278205088,0.999999999762176,0.999997793414152,0.0,0.1792661587228692,17.578295458122135,13.81355717898396,0.4715603353605557,0.4903350113087671,0.0
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random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999978274892,0.0009346868948886,0.0005941036832217,0.999999999027318,0.9999977102390198,1.0,0.2673261590768659,17.53488619187149,14.026477448734235,0.5285748675295163,0.553659277415984,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999970762063,0.0010901472254741,0.0007079528711837,0.9999999987138852,0.9999976967842064,4.0,0.1962443181116241,17.987286713502296,14.28200621977755,0.4842686455113052,0.4795975498212341,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999973501744,0.0010393444844342,0.0006639896091886,0.9999999988411818,0.999997769766339,3.0,0.253091646637866,17.205289013296472,13.597927127257298,0.5255520036945681,0.5380798443099885,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993301087,0.0005168767249789,0.0002986299267977,0.9999999997811276,0.9999976772135408,1.0,0.2247021587048731,18.329381001945148,14.56637947098218,0.5011197575556671,0.5105117539912697,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993773664,0.0005054812468716,0.0002911942053926,0.9999999997902298,0.9999978378557938,3.0,0.1433478113992612,18.156655441114133,14.21195453832179,0.4528038314681231,0.4496257783588031,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999423396,0.0004881524265303,0.0002918732128222,0.9999999998124678,0.9999978904518504,4.0,0.1043958062779175,18.316586996704725,14.741436474804033,0.4192436543665931,0.4117095863354851,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999351174,0.0005192936570209,0.0002924348519285,0.9999999997856228,0.9999978117616082,0.0,0.0306376824023513,18.78988885815452,14.883566930166488,0.377213559028884,0.3880493256457523,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993982838,0.0004922449440774,0.0002931975872568,0.9999999998063582,0.9999977404103616,2.0,0.1481997737015209,18.839291742484576,14.757772989626284,0.4411898050864543,0.4632252165244354,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993605966,0.0005122533977541,0.0002926508985234,0.999999999783554,0.999997708200377,4.0,0.2369079499220182,17.180934972143927,13.409738221973058,0.5324504941587904,0.5380508709583028,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993510488,0.0005117857345228,0.000298986963013,0.9999999997877232,0.9999977289941522,3.0,0.1779918426727179,18.44594459566696,14.62087688995487,0.4639354952617374,0.467194551457016,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992937996,0.000530682240557,0.000307383626157,0.9999999997617514,0.9999975442963444,1.0,0.2112224347291306,18.491322996699164,15.081980658166202,0.4842078025751253,0.4864612135939168,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999276168,0.000548814819778,0.0003012954577047,0.999999999756608,0.9999977241015096,0.0,0.1197012635807046,17.90449157035158,14.2678985956765,0.4531749522161477,0.4686468163904332,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999373669,0.0005019947828597,0.0002900750978292,0.9999999998017132,0.999997773843526,2.0,0.1434663163815371,18.91797845599582,15.2389694480739,0.4494006485411199,0.4530486880823599,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999960075118,0.0012707108260878,0.0008196796227849,0.999999998264974,0.9999977522343162,1.0,0.2434833426551336,17.58338230132881,13.886350951960058,0.5260734578891562,0.5394121721991264,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999979799076,0.0009078866538955,0.0005911320226162,0.9999999990969172,0.9999976633510436,2.0,0.3392955764625147,16.180149623490617,12.528737172570247,0.5901451691222819,0.6119348238943626,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999963508038,0.0012178812162257,0.0007963014496035,0.9999999983769702,0.9999976784367453,0.0,0.2363887485432828,17.48979027282565,14.18147865420997,0.5196979245815787,0.5337947492176434,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999978150802,0.0009490345576472,0.00062232197971,0.99999999903814,0.9999977803671046,4.0,0.2691360515419695,16.658984892913235,13.14653830037686,0.5356850187807038,0.5303165415263502,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999997118463,0.0010839801165339,0.0006997870643992,0.9999999987536594,0.9999976429649644,3.0,0.1845998745740444,18.002552711777376,14.22901441079599,0.4769019042065772,0.4891926353018443,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992715798,0.0005377395016467,0.0002991460002527,0.9999999997527946,0.9999977224706388,3.0,0.2508372020744904,18.14811205973616,14.525376602455422,0.5195907894233077,0.5092115751481819,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993339674,0.0005221455617708,0.0003021506618967,0.999999999780008,0.9999977412258192,0.0,0.1026092075202274,18.73032825912089,14.827554964921111,0.4284918881329667,0.4506484908262329,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992360574,0.0005534166528385,0.0003091359110358,0.9999999997455252,0.999997799937716,4.0,0.2230531246984669,18.15668563235388,14.316561882584182,0.4961372331479132,0.5155192927735724,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993585436,0.0005100512633573,0.0002934239849275,0.9999999997875748,0.9999977110544274,2.0,0.1410426188823745,18.67693677802967,15.01667273250627,0.4528099067179353,0.463926128396712,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993770036,0.0004990566534778,0.0002939007501657,0.9999999997979078,0.9999976971918756,1.0,0.1948782532175266,18.583093876471263,14.976701490771132,0.4756172895458577,0.4872976614689576,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992311744,0.0005533680958949,0.0003122420543876,0.9999999997480736,0.99999774041038,2.0,0.1653414651413105,19.05775884647775,14.925935427347818,0.4541176464448674,0.4692517654003919,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993982768,0.0004982066375513,0.000298768687026,0.9999999997962928,0.9999976821062212,4.0,0.1839833073774168,17.551682180968744,13.777698159708407,0.4851049422707028,0.5025398691895226,4.0
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random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999976119412,0.0009884265419308,0.0006457130589873,0.9999999989620384,0.9999976747672537,0.0,0.2953671844119762,16.580339033574226,13.107972808335544,0.5548830728646661,0.5652229261705868,0.0
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random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999969935214,0.0011076283515024,0.0006957157939231,0.999999998660237,0.9999977897446864,1.0,0.2419922491533928,17.329876245189656,13.578141605706865,0.5220645061973712,0.5394896229087993,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999970142398,0.0011012856172848,0.000694152187259,0.9999999986762562,0.9999977897446954,2.0,0.2377274659323507,17.53444764341451,14.074436936555085,0.5196091736646192,0.5260170977775626,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999969361412,0.0011188290505434,0.0007105515321122,0.9999999986550344,0.999997719208884,3.0,0.2567882476822545,17.086196735485736,13.533104777238009,0.5351462435924359,0.5459885332755683,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993615682,0.0005132570547927,0.0002999041334829,0.999999999785964,0.999997706161768,0.0,0.1359446091862266,18.07164442179562,13.99378374358754,0.4324715296267361,0.4562920408100561,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993514932,0.0005164964308606,0.0003017995357847,0.999999999786375,0.9999978394866827,1.0,0.1615773796985798,17.850352946101374,14.276002272460683,0.4711214987399833,0.4878288913511267,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.99999999933602,0.0005128433533094,0.000295991565467,0.9999999997874296,0.9999978284782142,2.0,0.1978143063350117,18.869758034474067,14.85950010166247,0.4834834039194452,0.4990627981639178,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999372444,0.0005053853285826,0.0002896711896988,0.999999999792853,0.999997733886841,4.0,0.192960092017362,17.929270501533548,14.296412511126984,0.4898433522116774,0.5028441442305013,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993383888,0.0005133498562185,0.0002994799159544,0.9999999997860508,0.9999976804753204,3.0,0.2153250383776683,18.47215325640737,14.879177619400338,0.4792736931659179,0.475258945340591,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999346768,0.0005186267202849,0.0002926057262662,0.999999999785828,0.9999978578341472,4.0,0.1905999286526003,17.57437137169318,13.664721554885675,0.4850588083209565,0.4929077692695979,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993570567,0.0005062192300606,0.0002949892556902,0.9999999997949848,0.9999977395949392,1.0,0.2589352670314651,17.94091363447657,14.569277729615262,0.5239165324923585,0.528722247053331,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993718316,0.0005045626089353,0.0002997990561634,0.9999999997955624,0.9999976837371034,2.0,0.2315179696354949,17.695851801953307,13.886283341552986,0.5094472131056735,0.5183787253256595,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993332568,0.0005153350261604,0.0002993719200279,0.9999999997863824,0.9999977461184654,0.0,0.1910787658685263,18.75041500104309,14.892092886088808,0.4701384078942136,0.476180706815706,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992780944,0.0005402074443504,0.00030064401546,0.9999999997562606,0.9999976723208988,3.0,0.2244420328725567,17.852176478689994,14.430253685845267,0.5160169108217297,0.5177852907977741,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999964773716,0.0012068744824954,0.000773673113178,0.9999999984564112,0.999997872104418,4.0,0.1863445351259753,17.448822136536638,13.459128377467025,0.4910907671142843,0.5013359642295753,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999996943064,0.0011027824450953,0.000707223580858,0.9999999986715028,0.9999976368491542,0.0,0.2825202426045757,17.688915316730732,13.874470303382404,0.5413554319141556,0.5616083676928141,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999983645416,0.0008110865676323,0.0005344262173648,0.9999999992791112,0.9999976331796532,2.0,0.2590453354406596,17.62947203719856,14.0242697405717,0.5214360560632332,0.5292014654795273,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999976593849,0.0009822944828007,0.0006363658264045,0.999999998960974,0.999997837040374,3.0,0.203023733564799,17.393682282510145,14.04606874410998,0.4791505986029174,0.4867723601177586,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999979967676,0.0008955686967256,0.0005907359527745,0.999999999110278,0.9999977815902548,1.0,0.2614088486953644,17.74440498570287,13.9610213479878,0.5231121340747382,0.5342349196535477,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.911579675456096,6.007409290495667,4.7407507383966205,0.9767905078378232,0.975357662727086,4.0,0.3509905548669114,15.863540664428069,12.462358504672908,0.593303158299531,0.591052602590129,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9096232912765572,5.82042272461124,4.5980068791946165,0.9778987048311076,0.9759366384961292,2.0,0.3072622406001484,17.268947250123354,13.774200155521005,0.5820160523170639,0.5493548030488562,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.910778824160168,6.014959134050517,4.688717610419031,0.975603623722184,0.9742586840774144,1.0,0.3119191779736672,16.37230398110479,13.13673248120302,0.5838688210075735,0.5857514863772111,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9099685712060036,5.905614685157728,4.655703955104196,0.9753053408521186,0.9734043260961736,0.0,0.3375652614629909,17.557752286948837,13.846050357142854,0.5913961292957673,0.6142298250538669,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9106420303545416,5.928486825721603,4.683024253347053,0.9756094635287286,0.973755283451626,3.0,0.3403648439906972,17.313334523107276,13.584255419222902,0.5889048295722625,0.6101056961973522,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.911505149780992,5.949997075866371,4.691433976637868,0.975584346862549,0.9742723424005044,4.0,-0.0978162025881572,18.16480438913446,14.273867748917729,0.4525856591548536,0.4547933759903663,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9136376442968288,6.010850299968394,4.668256877113872,0.9767597248516222,0.9750547081074286,0.0,0.2958257780450314,15.948791827527984,12.920884779299843,0.5476504343476778,0.5490450143103265,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9116357275544346,5.885448515875717,4.64734890764646,0.9765603348574624,0.9754968809859452,1.0,0.3328726630132114,17.649384993386366,13.879652517985605,0.6102552102492925,0.6296611023383502,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9116000710352414,6.009246023989086,4.694993402777789,0.9760143379575744,0.9744798488861256,2.0,0.3145157304943701,16.231000830791704,13.021584921763882,0.58656840684048,0.5852253008812309,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9115313533160384,6.105838515617912,4.812346057855935,0.9754436062743892,0.973236080384834,3.0,0.3261468114925355,15.611307605017387,12.297766167664683,0.5811843827915413,0.5925271915675123,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9136230229271898,6.094651711725651,4.772664900662249,0.9764158808928904,0.9748816966223957,1.0,0.2555275042259841,15.384953779338254,12.384092407108229,0.5197678590350078,0.5225675248279753,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.911844812878824,5.849039412540549,4.626817703862667,0.97697579428146,0.9754480145755188,2.0,0.3268903541841459,17.432641026492615,13.616050793650787,0.578096799488658,0.5559558290725973,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9135276187483784,5.918033832990778,4.667819692144382,0.976702719505782,0.9752574804624,0.0,0.3293538569879974,16.54164170201723,13.006530530164524,0.5792934828192062,0.5782782360653634,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9136085830927072,5.89794439932536,4.630802514713761,0.9770200416399668,0.9756578792481216,3.0,0.3413586201941658,16.539518665870094,13.078146441281136,0.5872427740283553,0.5840690632780441,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9123154299490188,5.977534605757207,4.688411754874672,0.9761246519063276,0.9745677425379994,4.0,0.334110927094478,16.335455910890126,12.890778616352195,0.5790027252621054,0.579376088434913,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9124729537700624,5.989719235630332,4.69910556186151,0.9750092065691836,0.973173216994706,4.0,0.3010823065093887,16.588151088162512,13.043404783258598,0.5502396160304583,0.5520904224475246,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9105704685350512,6.127734443679974,4.818116877152698,0.9753264412414316,0.9731111631447884,3.0,0.3048294644171277,15.637783784263268,12.469083889695208,0.561701783685925,0.5670233220690086,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9084381937350772,5.943241878559921,4.668747392815759,0.9750416270908928,0.9726169951353156,2.0,0.3241583676931568,17.131332282373076,13.63874439716312,0.5863939936156526,0.5754503055055277,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9085270026684013,5.941738731491224,4.670965828571428,0.9752395613923092,0.9732836658923456,1.0,0.2958518620954241,17.118706349807074,13.523812334801756,0.5805386747717234,0.5653126950008005,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9101410171958592,5.9222856122882925,4.676406203101559,0.9755389586049572,0.9745782229095298,0.0,0.3376814890581191,17.57966714845223,13.764887962962966,0.6191942442469611,0.6347270758309106,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9084312374771808,5.908881464936522,4.637790070156503,0.9760051986378332,0.9745882784340824,4.0,0.2924685628807953,17.19510180821902,13.682592387543242,0.5608628541490343,0.5279051593557738,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9125802412631482,5.942425258951971,4.682975159914708,0.9762456334181367,0.9748707043228824,2.0,0.3309141376448972,16.59101710218868,13.046349189189192,0.5787700591996593,0.5781449230289304,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9112816664918147,5.940374217138207,4.687768783068789,0.9757945261072444,0.9735525598707994,3.0,0.3234534749653307,17.013894732367028,13.435487615526798,0.5698044284414048,0.563821282599103,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9104909277456874,5.966283140076591,4.679779571106093,0.97535116200326,0.9729880199750788,1.0,0.3243072510444287,16.85010041419988,13.368347496206365,0.5824298239289764,0.583298568762045,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9128233801644589,5.946280844261909,4.686638201058195,0.9759904619180226,0.9748095306536748,0.0,0.3337859991092941,16.446930376372656,12.886370794824398,0.582386204731574,0.5838766798669548,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.911021125166259,5.992288137055961,4.703622941510515,0.9758971322366324,0.9736443735160794,0.0,0.279466692803954,16.41708668331451,13.031489850746263,0.5763539935367078,0.5762866286323081,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9112450817410328,5.906930528715271,4.643114957264957,0.9759991987967628,0.9740666071205426,2.0,0.2799149961850159,17.142292957434172,13.55835098389982,0.5387802244827381,0.5082474167886394,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.911287913534834,6.02387701089719,4.728880791254564,0.9757262310706688,0.9742499567631482,3.0,0.3163525333379142,16.249482349795453,12.874241176470594,0.5642158739838989,0.5745337666331624,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.911213380664656,5.973838608084285,4.690919213483148,0.9755489833477058,0.9736818370840448,1.0,0.3429293205704889,16.39634185419139,12.975396927803375,0.5997231267972221,0.6016081130430921,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9134665876326074,6.043569108689884,4.7217104740904094,0.9756409426626118,0.9741007864401802,4.0,0.2949220127583238,15.879550112170282,12.598452512155596,0.5494174505139231,0.5547593792595583,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9063292518966988,6.046272281878913,4.750807305452621,0.9723320432186574,0.9713438488228736,1.0,0.2992781136153672,17.432667117043597,13.584330258302582,0.5473820847481562,0.5391426779878354,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9077943469153444,6.122559723620399,4.785707344008835,0.9724960296738938,0.9715861575526912,2.0,0.0333031555126486,17.733442193648806,13.844193548387093,0.4613387649468044,0.4742224143639295,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9061548970515084,6.2394785373168205,4.905733222407101,0.9722244074547716,0.9702364212184152,0.0,0.3304304796371193,15.922094163487271,12.565738853503184,0.5767872754639337,0.5694348120611376,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9075870154783198,6.259594600929536,4.8769581181870345,0.97310031575804,0.9707868812213616,3.0,0.3138216829683568,15.513053436523016,12.416613372093025,0.5623200370989225,0.5656215026874397,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9064686240489402,6.005682367946944,4.706207383279044,0.9735271765492556,0.971696829749103,4.0,0.2982329955772829,17.05390303179881,13.487276740237691,0.5556677150632388,0.5310664743926103,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9055938317827598,6.081586624333676,4.782047349459599,0.9720057336690044,0.9703528126286944,3.0,0.188447444242599,17.874697417076717,13.676452868852456,0.5480531258063829,0.5470709354566257,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9088105125993942,6.0900536892914845,4.760431959345005,0.9719693712813656,0.9703678930488364,2.0,0.3101163425018206,16.667881659319846,13.09182121212121,0.5581282547411424,0.5659417248256242,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9055084706760096,5.96802008558412,4.657606929510155,0.9746968760190188,0.9733093307971088,1.0,0.315640129585225,17.105104494299308,13.610212681638046,0.5727078232056242,0.5462350085401937,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9081406059897214,6.088801704018279,4.780444976076555,0.9736588374646732,0.9725304485572848,0.0,0.3365839238364421,16.545921638881286,12.930559999999998,0.5835871513032678,0.5824165986066965,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9063653196600996,6.168926679365395,4.808243563336765,0.9720571278482796,0.97134522811334,4.0,0.18299447530686,16.619984373969846,12.88879141104294,0.5060008951481061,0.4993768136609345,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.907945689713001,6.134722432469836,4.774833607907743,0.9733839904835796,0.9717536569666092,4.0,0.3364465294901483,16.142888229856496,12.710208196721313,0.5853263007283185,0.5897786149905978,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9040991564598057,6.086827567810032,4.716224908039936,0.973265975903086,0.9719392040566136,0.0,0.3216740220227158,16.956059059117717,13.578672348484847,0.5755950527806888,0.535984790476234,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9074044361330316,6.201566156303679,4.827180898876406,0.972641107124829,0.9715716538057424,2.0,0.2301460644208228,16.107038599347185,12.703396313364056,0.5170799639088973,0.5162885008550221,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9106872215217414,6.13935259626978,4.773908388520971,0.9733782694937572,0.9726745470902748,3.0,0.2056212965857426,16.07060295873148,12.703731825525038,0.5025362504955009,0.5046399185757751,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.90492400100077,6.12110369109312,4.768903794762161,0.9722586651500712,0.9707852961548536,1.0,0.3545240061895736,16.941362997219894,13.197682142857143,0.6009048898391852,0.6154115839608734,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.911379395459969,5.890771600691255,4.657125796505641,0.9765718738398316,0.9751164129460776,0.0,0.352446572019521,17.26816274898409,13.568996288659784,0.6231327351715843,0.6406844275018064,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9128204160427686,6.059363413948968,4.786251924149476,0.9762092439239388,0.9743201413929318,3.0,0.3033094149307616,15.789574406989932,12.283828369905958,0.5531032314075421,0.5582250599919121,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9114774430102144,6.009042136086872,4.736751439232402,0.9768129441101784,0.9753014823420054,2.0,0.3542969711656721,15.958550905876184,12.701381801801809,0.5977473983109995,0.5858919688666729,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9112567903454828,5.9908065010069285,4.7057395916052265,0.9751161123447428,0.9739026859968204,1.0,0.3120702467142993,16.777149158605283,13.132058982035934,0.561229420897252,0.5648004724453763,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.909486665588023,5.8254154602870205,4.580262391774882,0.9762679091409754,0.9744395163887856,4.0,0.274805341054695,17.885912714904926,14.186802229845638,0.5923452289773327,0.5797410813833884,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9104653595165608,5.981324870331829,4.721453681963701,0.975132813722348,0.9737610361373076,1.0,0.0516136491062528,17.515557622347018,13.692621184919188,0.4961524560816275,0.4969357966698791,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9110340129535436,5.914287120453526,4.629913224535735,0.9761713609260324,0.9740164310859916,0.0,0.2438109979195796,17.132656334771863,13.652962844036717,0.5667724540592859,0.556797628150628,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9117943959925384,5.97242061396644,4.687462000000014,0.9749018688121872,0.973308034602728,2.0,0.3011731613080011,16.90971329433885,13.248620851688688,0.5494440342263569,0.5540494902522766,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9134600581185364,5.913213546880681,4.673002228116716,0.9766230606371638,0.9753258771192596,4.0,0.3298939266931114,16.59460987735621,13.051407326007324,0.5771252211335733,0.575034158945875,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9139959452364742,5.9361765112396645,4.650537610132148,0.9767195172398376,0.9749170470502506,3.0,0.3170100437914646,16.373101872835825,13.24112178861788,0.5758697118131866,0.5723115176169163,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9112530463348972,5.879026697151335,4.646231576305212,0.97667231613815,0.9756067604777052,2.0,0.3311395167376061,17.680629842325853,13.78464897494304,0.6124019412602337,0.6250251230585415,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.913472857523633,6.057369885799608,4.746134602272735,0.975637431687861,0.974190622954805,4.0,0.2810996241319563,16.02476765392546,12.86618002980627,0.5329430398283046,0.5310793579882862,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9124639758199417,5.839753070085757,4.616324318869814,0.9765572681030396,0.9756239091007493,1.0,0.3297195618678423,17.776448004581752,13.849490868596869,0.607095550766535,0.6234564445909604,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9108044944684096,6.058315890642559,4.752638522012574,0.9759326196067276,0.9742780138156018,0.0,0.3296181099927583,15.893415847262508,12.555670936902482,0.5771346546959841,0.5877480550912451,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.910667373696395,5.9529999215457465,4.667023877202967,0.9761461114049336,0.9738537860803482,3.0,0.2577718488159615,16.83365338575945,13.387795684523825,0.5778705760786642,0.573179070832262,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.911483736679506,5.965220456668912,4.677284510125889,0.9758543634940264,0.973947626041748,4.0,0.3314749646871995,16.59189684118755,13.170591390728475,0.5915365293685976,0.5990724545024084,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9132960475110136,6.085638987946799,4.77396011235955,0.9760892741634856,0.974556466859314,2.0,0.3082478187844929,15.494076722285442,12.303185560675884,0.5578366946196441,0.5604980183594269,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9130340771547842,5.990636120552693,4.711154815200427,0.9759612605286188,0.9744603413544854,1.0,0.2927727181332513,16.127757052903867,12.720152941176478,0.5485477272257911,0.5552728988915127,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9110201610842028,5.967182487883838,4.666040982691241,0.975536096828684,0.974270666233893,0.0,0.3079838268295162,16.73925166007653,13.371769999999994,0.5757988908391353,0.5723944983224447,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9120225867203938,5.99094996393686,4.711063401790416,0.976427743746215,0.9749189593613315,3.0,0.3370858181019791,16.11664130628381,12.821352255639098,0.5815733954484669,0.5728711818897315,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9080880374072192,6.046517795974455,4.718214294083183,0.9751041334675212,0.973533947465852,3.0,0.3440473216229954,16.56472043048283,13.07237044198895,0.5970663281468847,0.6015307491206745,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9103970186586736,5.997713166648932,4.721359198734848,0.974921574963024,0.973588575172285,1.0,0.041960531468056,17.46663541281907,13.683217228464436,0.4783224561446036,0.4759229248695247,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9117931661030172,5.89181184523931,4.674570605759684,0.9759494472816512,0.9748049616761052,0.0,0.3328819173397509,17.505903659881856,13.6756824940048,0.6063006276961104,0.625116382611156,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9127626497346968,6.116571085611951,4.827484366117111,0.9760914679400964,0.9744198471041062,2.0,0.3086990202325281,15.373934176958103,12.093541964285713,0.555937082818279,0.555968891979776,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9108862131180734,5.91470978571389,4.675521624472587,0.9757706457083316,0.9739947931317656,4.0,0.3367251639000488,17.31908242853616,13.459747289719624,0.5842396252370252,0.6104722870538722,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9087578970577596,5.938467596706775,4.659567287543659,0.9757251056536004,0.9737936905043216,4.0,0.2293771826397431,17.34414985390701,13.771021318373066,0.5757930518166481,0.5624484384582361,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9127041759313796,5.99015522550854,4.693631042654023,0.9757685399393295,0.973973317028756,1.0,0.3119630045502695,16.426518481450245,13.028734589502012,0.5587957879201023,0.5628612124414738,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9080100265534058,5.871952917696559,4.619368941979519,0.9769434224949288,0.9754838952263184,2.0,0.3098743145903678,17.258353481912078,13.710302526002964,0.5792081675885397,0.5577602088552055,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9109229503914532,5.977073905735362,4.69401018306637,0.9754388654187652,0.97276950693278,3.0,0.3500027394891674,16.477027979130998,13.034559004392383,0.5936227594229357,0.6024617833610971,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9091963160148364,5.999868177412062,4.7150076564925,0.9746971926730658,0.9734629903905258,0.0,0.013413098213855,17.852148220242587,13.933903212851416,0.4895372709053868,0.4878638365398985,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9055650254626072,6.070194586897641,4.742393364928908,0.9717807822196528,0.9707604840637268,1.0,0.3410398887393078,17.411417755582068,13.729334586466164,0.5907837020694384,0.6086133582952553,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.907884754954294,6.022480592064927,4.696854389721628,0.9738238905075924,0.9722095222081358,0.0,0.3035081175231292,16.918850750706714,13.338767317939608,0.5581255134209562,0.5386259017881486,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.907229491105572,6.141870881471903,4.832167030567686,0.974764530213588,0.9730808083286276,2.0,0.3286129004543843,16.28165792057854,13.00205843071786,0.5733130111557756,0.5656549247437189,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9075412807018152,6.111376120900985,4.7538915801614765,0.9720204694964228,0.969402076202486,4.0,0.344387918929863,16.396629785895776,12.996573888091824,0.587898317281605,0.6004223446832776,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9067158440966772,6.156380715009696,4.78457003257329,0.9725476172601816,0.9714079148557268,3.0,0.3048480286929164,16.354437827606485,13.103502546689304,0.5579635297465677,0.5480359191438804,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9061814542481264,6.262791950441671,4.840366834170856,0.971509229932712,0.970402507616738,0.0,0.3273934969320347,15.72348621444804,12.4138734375,0.5825979635862116,0.5872278156139483,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9073357857345412,6.00833342113239,4.699296072507552,0.9732472025046042,0.9721462433245374,1.0,0.3228075104740575,17.715623065278034,13.812613483146066,0.6066361270440924,0.6190092510009609,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9066544385827764,6.100766361480746,4.79842150429076,0.9724351357365884,0.9710154329973752,3.0,0.3213035763808123,16.907138005390898,13.053715555555554,0.5884840937262469,0.6069728517242049,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9063612597248468,6.194406948036787,4.819347948285552,0.9731366663215846,0.9710981810910604,2.0,0.3451734310100641,16.069250234522244,12.827768404907976,0.5878650808891257,0.5937135875943216,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9113998248192114,5.985222828654663,4.680523459581685,0.974403835217523,0.9727095461135352,4.0,0.3350331176593044,16.349422395721387,12.863631419939574,0.5896003543117355,0.5959251742439107,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9082056432279568,6.047342560979631,4.722644578313253,0.9741899688766088,0.9730532716901236,3.0,0.3512169577579814,16.641622477073007,13.175330578512396,0.6013799505363,0.6141923720869492,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9091898161157308,6.076087233161316,4.729180952380951,0.9730869997350752,0.9712483737086832,0.0,0.3344817398423906,16.266412869019003,12.808455108359134,0.5884179418418751,0.5950991060723331,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.909307288957058,6.034573044345911,4.706313657407407,0.9726733720356956,0.9707403319631972,2.0,0.2895925064114543,16.99818532164591,13.655207681365576,0.5577776209907754,0.5506057181374417,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9043861603626716,6.16065152383056,4.791477645727221,0.9723198801140448,0.9714450291617992,4.0,0.3073145328066962,16.758628882941007,13.230156626506025,0.5771302902613237,0.5711357728255712,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.909025851595194,6.055544922224978,4.738265718972116,0.973671789413419,0.9715533148695396,1.0,0.3481813320363224,16.33696617711174,12.972117940199336,0.6061828003018124,0.6140281029317802,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9107199714617524,5.960191138393124,4.711507969151679,0.9764568913548808,0.9752580777274252,3.0,0.3804616407922951,16.418397702425153,12.660782098765422,0.6263435133112432,0.634818407742637,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9106681032537316,6.047815352084139,4.758642879177375,0.9753298986216108,0.973449094252052,4.0,0.3604583193059575,15.768530259121787,12.295023456790124,0.6027431244537922,0.6002136771251594,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9127351553649669,6.000261711158161,4.720206940874037,0.976046754932755,0.9746086658656944,2.0,0.3446171034863543,15.73246842428916,12.572294855967089,0.590560911696657,0.581788840690178,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.90935963753312,6.043606319521252,4.759956606683804,0.9756078026756598,0.9735272066478338,1.0,0.408035489715762,15.70675312925606,12.336142592592584,0.6445774376259142,0.6615733364340359,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9125214126684494,5.9446020748571495,4.715539177377901,0.976393159028938,0.9744761852487764,0.0,0.3345265832057558,16.574026103836644,12.671129629629633,0.5787528966494936,0.5828127005114448,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9107503357838058,6.071321628334196,4.805137120822615,0.9764040636505328,0.9747181397727586,4.0,0.385466107167051,15.213040412129002,11.70554197530864,0.6222566818468469,0.6314189785269656,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9122739963231592,5.930616817964358,4.639577583547546,0.9757240832997212,0.9738153007821804,2.0,0.3269735399665882,16.905545221413938,13.671631893004111,0.5729305722209237,0.5680268124716374,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9094264248807624,6.0979028946440925,4.771855064267352,0.9757387698622696,0.9741467263468648,3.0,0.3770555390454277,15.514497539713412,12.455771810699584,0.6168011472284687,0.6235111292091077,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9115482783392976,5.9776901441536205,4.687105449871464,0.9761377490833708,0.9745780203686238,0.0,0.3607450739928975,16.23486058452017,12.751385596707818,0.6010721626749265,0.6159131831365041,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9133214992951156,5.937208535047637,4.651240359897179,0.9759876605621596,0.9743063624309156,1.0,0.2928855748632778,16.80950145322237,13.154295473251038,0.5476014533153601,0.5650608662236475,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9125616602711112,5.978467116498068,4.698003341902314,0.9760620126515138,0.9741972120080832,3.0,0.324957494728882,16.2862011294295,12.828903292181076,0.5710502624356879,0.58540253653638,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9141160626782012,6.013329662045119,4.735262827763493,0.9757334433109566,0.9735346441650036,2.0,0.2756802757197562,15.78707411593669,12.367241769547327,0.5303434650710881,0.534018032958755,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9100683689482916,5.979866124163647,4.676317634961432,0.9763231809643608,0.9747909263780976,0.0,0.4012889467726128,16.1849435430631,12.9834,0.6414124549302713,0.6489669276378685,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9107832993860662,5.9719106184375,4.691727660668382,0.9754430989887612,0.9735186928609036,1.0,0.3342779978655277,16.908649869613146,13.228599176954724,0.5793488309334458,0.5978677441299337,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9112508084505188,6.004483703832371,4.717422159383031,0.9761028110626742,0.9742158071084528,4.0,0.3745362540100447,15.887254905564484,12.413436419753086,0.6146725703550378,0.6197881159028069,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9105129504846672,5.977005861945239,4.679997532133683,0.9756418077323604,0.9745632757294168,3.0,0.3822609990863406,16.30382241776323,12.902455967078186,0.6307759393591656,0.6340051057443499,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9111975339148096,5.9909012989051815,4.713351773778923,0.9758255449068458,0.9743304377910424,2.0,0.336299544349399,16.490837130712542,12.927578189300416,0.5905792935286736,0.585893759397937,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9130000933857774,5.938318858094537,4.703591259640105,0.9761362111347088,0.9744467236711768,0.0,0.3290883363686416,16.522744988153118,12.683194238683123,0.5763802998903114,0.5891567167937493,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9111526244757642,5.970738034281488,4.696254601542416,0.9750685360758397,0.9730746442365484,4.0,0.3466075783114865,16.618232923397606,13.089117695473249,0.5902614517007412,0.5927798231418503,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9137928973773648,5.912247617825076,4.624341696658098,0.975989310058285,0.9743940148589434,1.0,0.2902118825240001,16.975677996872406,13.40510534979424,0.5429851555479543,0.5511075224255708,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9126645728984168,5.954246300656738,4.666794550128533,0.9765407290559002,0.9753214978154632,0.0,0.3519373702003736,16.196673618087885,12.824271604938264,0.5944848934926903,0.6015889415728427,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9111440607342206,5.971716043468166,4.696765038560417,0.97622068560414,0.9747913396364752,4.0,0.3609725446063461,16.427331442193744,12.94792222222222,0.6098431350729598,0.623404081726596,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9094142398910348,6.0849209791693575,4.799958663239076,0.9754379768076265,0.9732356737882062,3.0,0.3951006374746038,15.305519693783353,12.014845267489711,0.6327353465738723,0.6511242317626503,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9115418085863078,6.002595538949472,4.727763393316194,0.975951231245338,0.9747473837829176,1.0,0.350651224314385,16.10341787970731,12.507697530864188,0.5935649649332697,0.5972551703530535,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9102462899356808,6.033061176565782,4.72157881748072,0.9761643519780602,0.974501106885853,2.0,0.3826355253731319,15.793019920366802,12.89361399176954,0.6237254786535714,0.6134969690827842,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9100113261977216,6.047089215727832,4.72156071979434,0.9750408291631772,0.9737095537681412,3.0,0.3578773364788525,16.09106285073092,12.75628395061728,0.5990622407303312,0.5982374627364793,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9139948619384988,5.926438252635682,4.631084524421604,0.9754782784640308,0.974253908805444,0.0,0.2924639727881806,16.71249369883935,13.420305349794235,0.5423684834779874,0.538219009016037,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9111295166284186,6.051639828161402,4.722362056555274,0.9764341964536332,0.9749449648089829,1.0,0.3671028464288989,15.485900149807051,12.299363374485592,0.6068159868062646,0.6078866586308795,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9118653975976037,5.993699788747775,4.717645449871467,0.9752175945932152,0.9741141197530844,2.0,0.2948521696423783,16.745873805759917,13.173620987654324,0.5449258012514608,0.5466619575586045,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9105066413166896,5.950707426202999,4.682731311053985,0.9755118248791222,0.9739604548165172,4.0,0.3647706288970401,16.81898306240594,13.161529218106994,0.6093266038781977,0.6241560817647197,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9092116471014448,6.1101131448340205,4.772980976863751,0.9732832505415304,0.971664346848385,3.0,0.3103703018205556,16.265952178133222,13.023767489711933,0.5592191344045161,0.571484253241322,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9095250015203704,6.0476058121054646,4.704204627249357,0.9725345870842096,0.9707347021427756,2.0,0.2978995358575166,16.966007828412224,13.304065843621398,0.5517715360095352,0.5516394039537248,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.908625268766027,6.107549143675918,4.739918251928022,0.9732226851594706,0.971730522552347,0.0,0.3177510052966098,16.43102014921876,13.081226337448562,0.5649157802198488,0.5723806158005397,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9069701594278282,6.2057937277402,4.794559383033418,0.9727600563733718,0.9715705951657873,1.0,0.3774791964266832,15.230878550759424,12.192567901234568,0.6148798528966882,0.6035497638948214,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9041879183623048,6.230903972387193,4.866903341902313,0.9728286935889328,0.9718472107733528,4.0,0.3729997206247629,15.972995395328232,12.470051440329218,0.6139013484978053,0.6213300220478087,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.907444074989962,6.099869537102068,4.779526478149102,0.9728989824365312,0.9716947344648068,0.0,0.3424669093250444,16.62727346273365,13.099195473251026,0.5853785954978523,0.5924431729975816,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.907398823184052,6.120076830087154,4.782076092544987,0.9725998214744376,0.9707910165214498,4.0,0.3741519083552286,15.98412329463028,12.554584362139922,0.613633954284081,0.6232037138871341,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9094666197049835,5.96892657933665,4.690968123393316,0.9733244002876644,0.972142930876434,3.0,0.3384721400727055,17.319553653699465,13.5013683127572,0.5849437475000276,0.5870728355636877,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9085663246640634,6.093746494930108,4.768189203084833,0.972904138896623,0.9712655745870254,2.0,0.3004073420983111,16.814822805166152,13.308174897119343,0.5500347371050072,0.5500329806179212,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9067084016200102,6.101813623980943,4.776737789203086,0.9726112628720536,0.9709113782527456,1.0,0.3588156324286324,16.63648786274938,13.11955144032922,0.6013763474505864,0.6279586552378321,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.909919370649634,6.068413381446862,4.771555269922879,0.9739259228536096,0.9719388555268044,2.0,0.338336645212254,16.082971076838888,12.544008230452674,0.5831972639389533,0.5990313017027685,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9063180672116532,6.149005296697789,4.800751670951157,0.9725155717673988,0.9718146225769476,0.0,0.3854264956530605,15.9557409820418,12.488125514403292,0.6227204954716088,0.6331140365712195,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9068783000541036,6.125564103922154,4.757826735218511,0.9726995229134338,0.9716361967383138,4.0,0.347886326434797,16.476376850614237,12.974999999999998,0.5938917085745269,0.6000091994004205,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.903302345666073,6.250303784699447,4.844338817480719,0.9709504000180638,0.9694770653196796,3.0,0.3864810322289078,15.910757850025243,12.622736625514404,0.6245419200395482,0.6329560799800117,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9065002063206004,6.14383658875347,4.82980411311054,0.9722751396484836,0.970993883968204,1.0,0.3182041378537575,16.77160510948668,13.117269547325105,0.5645509058045757,0.5715596254830531,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9118760081591668,5.994987509188947,4.690330694087396,0.975820549873885,0.974527668060598,1.0,0.340152784356488,16.19013989393308,12.865084979423877,0.5844151887194122,0.5813500514294004,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9092952123007728,6.051623629599648,4.769816298200515,0.976093597406964,0.9743019818285396,0.0,0.4210670035059213,15.441018682277427,12.018284979423871,0.6585324620046069,0.6692423249866647,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9100312618411206,6.034478270195779,4.729782159383023,0.9768452397282846,0.9750601621848376,2.0,0.4171519333197567,15.424522049301984,12.126762757201648,0.651362964597062,0.6708861576713079,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.911192040457482,5.991798424877962,4.686170488431866,0.9759982972702798,0.9742664941705754,3.0,0.357949612560819,16.22362937579659,12.992446090534983,0.5993974015399128,0.5944775283110798,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9116416180941992,5.957148189935624,4.673642570694085,0.9758108974038012,0.9744887198067084,4.0,0.3421080455975175,16.646108276967276,13.225030864197532,0.5874804139870714,0.6000819269240739,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9129002799078694,5.976297986721161,4.684682467866332,0.9755774147970808,0.9742581998246976,1.0,0.2931599717063398,16.55602725531411,13.160311316872424,0.5460624194452848,0.5619433010544153,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9125701141182702,5.970658156753059,4.690666838046272,0.975328881628072,0.9734554170044634,2.0,0.2947913015038832,16.739285551875955,13.12326831275721,0.5453574084755984,0.5565490377927057,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9127902961899996,5.958915684019132,4.676984318766076,0.9765535319631886,0.9754601560699748,3.0,0.3168392603358633,16.43420173762082,13.079929012345682,0.574696819309042,0.5750788306699569,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9132086539856998,5.918361282009615,4.635520102827753,0.9759680758768994,0.9739653968934892,0.0,0.3228558745716042,16.75042327136595,13.323658436213996,0.5686865900395619,0.5856649868439506,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.91340195714613,5.9235970209689945,4.647278817480722,0.976653655205266,0.9746009591354532,4.0,0.3232083837242422,16.536422874196802,13.04718950617284,0.5821792125117314,0.5882331818312352,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9118143742537278,5.985681981408212,4.735460308483284,0.9771820093698056,0.9752949740918802,4.0,0.3791247275534843,15.814006511916917,12.18665987654321,0.6170761920663367,0.6449763026953017,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.91250297141035,6.020400681006297,4.74079912596401,0.9754010961152728,0.9731928456313936,3.0,0.3089245842315355,16.013367444165898,12.756193621399172,0.5572843491149768,0.5684656856785393,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9106905682734782,6.009486348940978,4.705519691516712,0.9766671727304328,0.9754528096879512,0.0,0.3661691388125268,16.13651069608215,12.755350617283955,0.606995329408191,0.6089677253052704,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9117524081160407,5.944650187283693,4.657423239074553,0.9753617336010943,0.9736017334092522,1.0,0.3162104155853502,17.0377954586134,13.573767078189295,0.5673424298880808,0.5627394491691883,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9148974399223022,5.8673825470909176,4.650611568123376,0.9768003482869178,0.9752154832469624,2.0,0.2833174994446558,17.135752909884083,13.06387572016461,0.5340598886129647,0.5603053070509231,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9118269666722176,5.991825294234424,4.735450591259645,0.9750301308048518,0.9734244040807832,2.0,0.348669846765298,16.13877276431735,12.704515226337444,0.5922721983561517,0.6010363634128824,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9105152782335258,6.008735885571989,4.718606478149108,0.9754026306503232,0.9736618512664698,3.0,0.3594879093974817,16.294412912358528,12.926380658436216,0.6020440546730088,0.600074651048563,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9127498054386208,5.935016495251732,4.639265501285352,0.975158396672243,0.9731976011778916,4.0,0.3165469471571467,16.81656510772598,13.46943868312757,0.5627131175411632,0.5717555757341646,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9134097754451618,5.9716889493685485,4.672112287917741,0.9760936870512162,0.9747522855257134,0.0,0.3001458413435448,16.333022109259627,13.014499588477369,0.5493588774688127,0.5563690188655019,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9100928415167376,6.07128157264972,4.774610179948592,0.97582636911848,0.9737712527232268,1.0,0.3782506862528948,15.545788249057258,12.323383950617284,0.6172682180924787,0.624831852872439,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9086766558434334,6.074741962841348,4.79019084832905,0.9754172008406156,0.9735424364394218,2.0,0.3853380511115949,15.876948227369382,12.464822633744852,0.6298719680779467,0.6306814058306276,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9116510054873376,6.047890446975038,4.764662416452444,0.9753313237020252,0.9737709387363684,1.0,0.3397856652083569,15.675768906396552,12.35501316872428,0.584430359877911,0.5960955949974618,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9122842614589746,6.000606709474421,4.689564318766073,0.9751040185693876,0.9731387334092806,0.0,0.2920464066218424,16.534653930893246,13.247003703703706,0.5417128287105513,0.5430680009178025,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9108043280482438,6.011205343609868,4.731361645244218,0.975587583183772,0.974192254576314,4.0,0.3537532841949407,16.22522572046126,12.73312880658436,0.598507103513095,0.6078373645794501,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9111832180223784,6.0369288564203645,4.73379372750643,0.975523851015918,0.9739012160495468,3.0,0.3380930513003211,16.011139736834096,12.985101234567898,0.5819490820722673,0.5722271939109409,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9121993159652156,5.9728206366622025,4.733979948586121,0.976491756283021,0.9747246799099848,2.0,0.3573926745930635,16.097802773737158,12.519672839506168,0.5984452712729426,0.6126520415551322,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9106505384545448,6.039149181815796,4.709944267352193,0.975300907606278,0.9738954373819088,1.0,0.3644818428633185,15.799186340728232,12.680993004115225,0.6090194288884361,0.6116079103372619,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9113854779890802,5.975986995081932,4.706449974293067,0.9760516571077156,0.974596922170144,0.0,0.3543710726280999,16.373255507933226,12.917514403292175,0.5968366007116458,0.60348924870843,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9126142511428272,6.025710596903492,4.751646478149097,0.975863240747298,0.9738990376690326,3.0,0.3174314798297843,15.816885579470886,12.45447242798354,0.5650046726710024,0.5706584056165019,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9107634730491888,6.0620940960146665,4.716580462724936,0.975832037672904,0.9742398187425536,4.0,0.3594037329645946,15.593001950732758,12.40209218106996,0.6027146696987029,0.6132178782416036,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9068621942289056,6.136958632169217,4.763802056555271,0.9721047191803596,0.9714291585149388,3.0,0.333185937273685,16.54426997246511,12.916711934156378,0.5821332377116701,0.6016301954742695,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.90795515245405,6.130443130294815,4.756813367609253,0.9737279209541928,0.9727401477130116,0.0,0.3611271355106239,15.862023941171191,12.816201646090535,0.6027308899396241,0.600854743906642,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9070776725760176,6.196380868030679,4.83513470437018,0.9730025057161952,0.972217518410573,2.0,0.3829147407234368,15.2243958103474,12.125893004115223,0.6193419077711301,0.6194968712999352,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9069834604036324,6.135216957004172,4.792967609254498,0.9716304514043292,0.9704039792505446,4.0,0.3317580786048673,16.549895961715933,13.300969135802468,0.5759886291536815,0.5700892153463185,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9080560039826736,6.056457169141478,4.742166580976863,0.9729276174630448,0.9715340508138208,1.0,0.3450078346933842,16.784988077975445,12.942399176954734,0.588749431513847,0.6201928031286459,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9086792067273912,6.052480851017044,4.728187660668381,0.9735588617118224,0.9726996122050026,0.0,0.3360283523879075,16.779883956898985,13.314853909465022,0.5798733215068193,0.5930669535269097,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9068874875782296,6.1871351682528575,4.830626735218509,0.9731236179230218,0.9717644449460746,1.0,0.3887229648959093,15.319204070509327,12.073493827160496,0.628081413756435,0.6358083536332176,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.907094838204503,6.116648927039877,4.748984061696657,0.9727871447321644,0.9715111248727052,2.0,0.356340574408434,16.395492552625857,13.002397119341566,0.5985034387856679,0.6077698403463433,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9084398205795532,6.128748977927492,4.771562467866325,0.9725637658935508,0.971662106827596,3.0,0.3047939104570633,16.40317463219859,12.869409465020578,0.5550794389439484,0.5693604738515032,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9079968993337592,6.143880010217367,4.828247300771207,0.9733747316794564,0.9720053504210134,4.0,0.3243668208235274,16.170348240661976,12.62531069958848,0.5703365880074835,0.5877429262848881,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.907551514004296,6.071688230308504,4.7534128534704365,0.971411691278233,0.9695550744590185,3.0,0.3392745191775801,16.9261472666458,13.41144032921811,0.5835360322611117,0.5952036062501094,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9045045514944164,6.128022732603969,4.771357840616965,0.9719865258746276,0.9707304437253224,2.0,0.3746042202213495,16.88085000608629,13.331051440329215,0.6206949852470414,0.6273369564920449,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9097484145409848,6.008250986280349,4.67315938303342,0.9740333290337284,0.9727961558644364,4.0,0.326070680849427,16.977657915395195,13.366699588477369,0.5753573779113956,0.577580437457204,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9047534075135156,6.196115901911684,4.812026221079689,0.971955627329247,0.970624657074022,0.0,0.391194521655499,15.92088595650122,12.625853909465022,0.628223966410057,0.6418671356667506,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9094341928977484,6.139545360691596,4.798194344473008,0.9723009289025776,0.9708684235951804,1.0,0.296511335413412,15.9377067881364,12.61197325102881,0.5529094000651311,0.5612636379237519,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4435278117605694,15.349148226560969,12.134900032115304,0.6659793049589725,0.6803396977163558,3.0,0.33294968945143,14.883910080277024,11.809742272741357,0.586679124151122,0.5924301768605225,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4502191171761225,15.317291068883668,12.136930582110637,0.6709841394721157,0.68568378708379,4.0,0.347759242493629,15.07485689955772,11.95319435629641,0.6015781338242024,0.6087575503856311,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4293424754734584,15.238575130936177,12.070681658711113,0.6552428630177147,0.6613705526481182,0.0,0.2033495319644721,16.010552480217804,12.516262998269104,0.537714073746416,0.5294669359656291,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.429547252433345,15.396266676862814,12.17160284139993,0.6553990133169691,0.6694711129071829,2.0,0.3354221508754512,14.858937434698236,11.787644322799414,0.5907923110608139,0.5882624661424549,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4433030925802311,14.71943418434947,11.643662224864192,0.6658105763162256,0.6804430547653116,1.0,0.3754836355834324,16.51368383822684,13.068670031537232,0.6161126887890523,0.6211447467864066,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4277685619117983,14.962235628407942,11.83775,0.6540904377875032,0.6672169645063359,0.0,0.3380019752137616,17.525140708266726,14.048491879350347,0.6349837671287717,0.6511702518811443,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4143672213110025,15.351863988745093,12.20893947806774,0.6439078669738165,0.6562013684846578,1.0,0.3659207992265507,15.766051029961975,12.42873015873016,0.6160540008115933,0.6193392519611723,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4200773141520625,15.655059837078102,12.419190238491405,0.6513982284817419,0.668574603984662,2.0,0.3175437243733034,15.504517011848534,12.257165605095542,0.5657021781042513,0.5630483699893497,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4000177217157699,15.547775367863458,12.256609870740306,0.636224736046092,0.6484411236482042,3.0,0.3369109154789702,16.49317253369822,13.232956104252402,0.5890723635713779,0.6007161442924146,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3957416576243788,15.60016542509478,12.335880022637236,0.6300253387127579,0.6428069888070567,4.0,0.3802486739830026,15.951764877619134,12.707981927710842,0.6175051681014396,0.6190068352082211,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.433885721195696,14.721197148518758,11.631286603664677,0.6587005756253808,0.6734537487163389,0.0,0.2989247219064879,17.152561481331883,13.8161248987155,0.5675458619031892,0.5742202941634275,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4388723559063364,15.020571945859448,11.894827281318651,0.6624748654001527,0.675434632068781,4.0,0.3799596423709145,15.81915559889055,12.428775700452686,0.6227215558664749,0.6406884090776466,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4501439506263424,15.328396748679385,12.212196106670508,0.6709281402936693,0.6840583937258926,1.0,0.3512588151934076,14.996873395643822,11.723213711274395,0.6068623346627713,0.6205927352075034,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4376645161660454,14.826493630540428,11.721078232896518,0.6615626911874499,0.6772525943623058,3.0,0.3302891555384423,16.890641798987833,13.423130714975484,0.5987770291066263,0.6011214403843057,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4311036788957542,15.140698312942702,12.029113133045746,0.6565853412587763,0.6690955901823603,2.0,0.4093489294813643,15.4477682805528,12.029970578967966,0.6420203497535479,0.6571563965136311,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-1.4168747664063392,31.526666907619365,25.471312394840155,0.3953497006604263,0.3904443631638143,0.0,-1.8671034904010084,33.03330841285919,26.59155092592593,0.3831325744899309,0.3790316513034879,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2377602410568045,17.431551765911575,13.793706199460916,0.5466289361230304,0.5556559388007117,3.0,-0.0394367872342615,20.35082570243363,16.478125,0.4209639514985646,0.4448236311977522,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4302072699639501,15.088533778037023,11.907096424702058,0.656666906613466,0.6735400319678275,1.0,0.3248506325110367,16.81885846304677,13.56051282051282,0.612967685791791,0.6171287531150014,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4397841691729012,15.077461800423183,11.918723516949152,0.6632676969052088,0.6792888246747074,4.0,0.3219967871580554,16.575044096061163,13.218922651933704,0.6039634851652209,0.6114506754850949,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4227309884305409,15.65852538761137,12.438572164582151,0.650272628183254,0.6665713823588917,2.0,0.3591255258591895,15.080946232099873,11.923214285714286,0.6049910090971566,0.614579886943986,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4373793385506958,15.13407765729143,11.973348059517278,0.6613469968501906,0.6774123331017791,0.0,0.3980136804213189,15.513901991943277,12.277866976913964,0.631105349959227,0.6389902878190021,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4457623997229138,15.019741569285356,11.825734111139685,0.6676548094381879,0.684037659373434,4.0,0.3576929054415028,15.993359992224937,13.056548945277653,0.6026209211655666,0.6102407514511085,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4360636665002205,15.372987777870254,12.141154172643557,0.6603515884211358,0.6734382237773522,1.0,0.4013107482151201,14.51637538724042,11.638173536227113,0.641446745409501,0.6630528697084077,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4486633709611032,14.89961536150918,11.75439316310132,0.6698237962798006,0.6846456538863297,3.0,0.3555601587727598,16.4113939307469,13.138856231631504,0.598348488321695,0.6161134391431375,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4458654737447556,14.897402949099895,11.797226751294383,0.6677320015353974,0.6766847054183238,2.0,0.3745479700780482,16.334016670050953,12.871743361829663,0.6125532465589856,0.6535574646577909,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4216411402994658,15.443636512828183,12.194370179948583,0.6498195885584184,0.6658666098125394,3.0,0.3210051745132785,16.03088053284773,12.604218106995884,0.5747820534919257,0.5821607208959442,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4048323139290228,15.65004116544353,12.42638174807198,0.6386416934196202,0.6504928126786804,1.0,0.3938560352978084,15.226002177092012,12.12363683127572,0.6295108499213125,0.6452160291469157,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4398329255715359,15.244544390571091,12.053778920308485,0.6635961158406033,0.6747994288617002,4.0,0.3042872369175728,16.025813795839824,12.517283950617283,0.5781517737576021,0.6147559672588909,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4214587383279926,15.294381077539134,12.139074550128536,0.650185035452556,0.6650575239030306,2.0,0.3913809665944275,15.815211852072231,12.59156378600823,0.627741979375757,0.6404865633999864,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4095425356019317,15.209387237960694,12.137275064267351,0.6402374152581544,0.6553785249679468,0.0,0.398815015642224,16.645414845865105,12.96008230452675,0.632566485970528,0.6439234849714274,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.450829350234267,14.775393786353993,11.75545228039732,0.6714386679732098,0.6827549827731918,0.0,0.3441600394689339,16.80863540073988,13.08106542439785,0.5952300921248054,0.6199327927175906,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4471221353052245,15.141341437967473,11.959701959271657,0.6686723245061219,0.6853055901973976,2.0,0.3522256098128768,15.431021365315289,12.33876166205864,0.602284053106077,0.621198478543407,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4366280817281309,15.021548326258388,11.821927276994154,0.6607788062400421,0.678034004086805,3.0,0.4010089953404594,15.933416145089376,12.846660849150403,0.6347075366924639,0.6387583514325056,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4461705015708459,14.964923915739128,11.88440833185209,0.6679603490684465,0.6795187067603079,1.0,0.3631711830453265,16.15885745739931,12.683032844661222,0.6053776611283652,0.6404311442548412,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4336124375639243,15.27881529437589,12.128086467882236,0.6584929500834048,0.6747884731941043,4.0,0.4164125183887178,14.89162601865712,11.632957934780409,0.6455805060069172,0.6592719820208698,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4132966453999435,15.58739323182347,12.339023136246784,0.6440892450456852,0.6568470105173286,0.0,0.3781599141935861,15.211359330280024,12.16028806584362,0.6205981691782668,0.6388914884883692,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4221135796499627,15.19443139776166,12.05706940874036,0.6512387749437323,0.6652801186244278,2.0,0.336583062187199,16.902413566178648,13.61090534979424,0.5897697686207106,0.5994941121342809,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.165684490798054,18.460386825526488,14.657789203084834,0.4996720560899237,0.509549559862276,3.0,0.1061564368367316,18.783952524109072,14.88230452674897,0.4492130628361289,0.4612532712397463,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4070011020127361,15.548943722571408,12.33590938303342,0.6381673527013285,0.6546256740006139,4.0,0.40267085415318,15.414782268780325,12.086689814814816,0.6352944313423686,0.6585144796997733,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4193358938930693,15.26964531753745,12.119203084832904,0.6480105417932249,0.6597311440786645,1.0,0.3917409186678946,16.030745440643614,12.75977366255144,0.6260849662320003,0.6483048311886515,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0012458046549084,20.4720196650332,16.7263499451528,-0.037728872329343,-0.0438474125562744,4.0,-0.0043663118088774,19.232945405766426,15.464451085604155,-0.1339134877616156,-0.1323032314673532,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0011053527050179,20.232337181183304,16.477651047164457,0.1201710310212471,0.1252079628348865,0.0,-0.025077158494563,19.82890271154501,15.945875077424224,-0.0313627738942501,-0.0307805660057928,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0010929085006281,19.68032829740241,15.940879726787712,-0.0712525233657925,-0.0777489062339705,3.0,-0.0607530789658807,21.62797093147956,17.915895714817278,-0.0039840818346777,-0.0090020013874919,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0001646389317067,19.921305236541443,16.17003108396074,0.1090639762522851,0.1112701125751479,1.0,-0.0738453612305463,20.96105623272353,17.229476718478733,0.0777090024337877,0.0750156241251849,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-2.6173094539672093e-05,19.89359955867081,16.102131916758395,0.0914301334044461,0.0936376152540577,2.0,-0.0641923133638355,20.96247810286273,17.329765509166858,0.0818484128902808,0.0728404801030428,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0363028261644413,19.7687026434855,16.02258758544922,0.1977272205236587,0.209391449211477,2.0,-0.0773525789990967,19.974074554008904,15.962200547008257,0.178390613751818,0.1717610888006419,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-2.2526702188274683e-05,20.08179628552368,16.292165944119944,0.0803175388271017,0.1013971663934079,4.0,-0.0650107051302237,20.498869321425403,16.853826941332773,0.1207476779749151,0.1674580039422102,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0004719482449468,20.45113053770817,16.580691374435638,-0.0745032565936007,-0.0854401866389028,3.0,-0.0236120755793611,19.32375143109272,15.74943872629343,-0.2350607703251594,-0.2393159203011419,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0287709328844381,19.36077547859236,15.68173112899034,0.1779907243410814,0.1766694918860701,1.0,0.0063591518896469,21.79765345100389,17.757380127672597,0.0981575326217242,0.0919938453490139,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0254010841487148,19.90564757183541,16.205324589260908,0.1626008106086409,0.1413165184519335,0.0,0.0233150247736283,19.85254734843397,15.856108981107193,0.1548269392157057,0.156801727896331,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0005285413962288,20.128487104379506,16.412383725655513,0.0352717252353745,0.0352268693473642,4.0,-0.0136640777462444,20.199396235195312,16.16245303277722,-0.1461763386920927,-0.1545190947885479,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0003830332859853,19.891458711993547,16.164039689821692,0.0200166188424736,0.0143959072572044,0.0,-0.0545351571741448,21.10989807341395,17.046366345001104,0.1122206515471611,0.1101829455672302,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0001266537341828,19.95447769098912,16.245960216808115,0.1144365188388791,0.1162591248383285,1.0,-0.0148896794078428,20.772073341014025,16.713285106706362,0.0021714106194913,0.0051358915977011,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-7.416982692909357e-06,19.338612718720142,15.646829163794424,0.0905063100141947,0.0885644886142825,2.0,-0.1927608174997397,22.72663181577063,19.00606725356158,0.2424638479276841,0.2303198613365013,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0002153897842402,19.58672003841628,15.890434839021792,0.0933703860693606,0.1045946155838641,3.0,-0.2498808264714671,22.378177479774017,18.57964479027725,0.2685128115520094,0.2648167637299891,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",5.164461438389445e-06,20.51835794651837,16.74069293129281,0.1709483494039906,0.1769177801756896,0.0,-6.577683842445836e-05,18.966112410141267,15.232007138091738,0.1622065730729957,0.1721972684297634,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.000250769722379,20.32866930558643,16.516905406058747,0.1492564614403193,0.1484615264625147,1.0,-0.0196271684638167,19.65819468227869,16.07349627290792,0.1853373755734979,0.1541776270091571,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0019897381509004,20.000536255484445,16.196860670352727,0.047946012388423,0.0425842044116055,2.0,-1.8527305230220392e-05,20.517895758186555,16.859283687510388,-0.0316717555843563,-0.0321722405138788,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0006976440298716,19.64222356962226,15.914406321017228,-0.0031164468053933,-0.0015505437042112,3.0,-0.1102481536628057,21.968587352216467,18.247774417536046,0.114704088611384,0.1098183279253705,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0083820101294096,19.976894795839705,16.274441247827866,0.1608512313274285,0.1567852743801052,4.0,-0.0430079543848929,20.52278294598534,16.66610765183853,0.1360125083883411,0.1464299312694314,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-8.434965878656442e-06,20.02213837654655,16.21511888097402,0.0141171238496919,0.0206097698859781,2.0,-0.0001416453834235,20.455280112702443,16.75212827410017,-0.0858349136660416,-0.0842528967687525,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.043914687870462e-05,20.006323225031256,16.246072084563117,0.1012249941760263,0.1027032267394167,4.0,-0.0524823707561437,20.66834964449646,16.938596658005213,0.0895998709630101,0.0898133559261413,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-7.58806710798865e-07,19.79632702520169,16.06534367322922,-0.0023310380704751,-0.007897390339044,0.0,-0.1084410923141998,21.6222139236867,17.455733688563516,-0.0049407860638549,-0.0039150677805428,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.5313615277401382e-05,19.93763424910611,16.17903671064402,0.1045498934716113,0.105883512311613,3.0,-0.0279206850064226,20.920568340993,16.972510711321814,-0.0126881557152103,-0.0068911692846218,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.000110919047535,19.788451873353004,16.098767469384914,0.129109938200295,0.1332358966225066,1.0,-0.0086287541133873,21.62694014095529,17.493212240526482,-0.1103473348149043,-0.1227434737363491,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0025618843944061,20.303575012605428,16.501277998669654,0.1348055078858024,0.1412682029794986,0.0,0.0028879110958011,19.57146839510096,15.893837520547583,0.1907132232917346,0.2139328598440335,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0003629501025643,19.78256598722232,16.08234228480584,0.1523515417154696,0.1462706506536039,4.0,-0.0159263855016884,21.43768182050069,17.37863922711715,0.0947188001967277,0.1077300967754704,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0260878974567041,19.72033180760036,15.915157304808153,0.1685155936935104,0.1660004658370538,3.0,-0.0905905743106778,20.7497126108829,17.197241140163893,0.1636983402986361,0.1639619445688139,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0398418064696879,19.85117330155153,16.072257464527073,0.2053777152992719,0.2140908082687042,2.0,0.0266400337124893,19.56070815370215,15.886719847299966,0.1670906822005581,0.1753017384411931,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0249969782107233,20.090770881189552,16.254005477417547,0.1637504868605325,0.1708087016966324,1.0,-0.0239132709812506,19.390857142662654,15.680752979216766,0.1696219930995058,0.1933684562671493,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-3.6535758376032845e-05,19.51359390791753,15.777738737574472,-0.0166975181930579,-0.0154838353605455,4.0,-0.1776887191380154,22.52887558511027,18.8994177867248,0.1374563949652923,0.1194006205668986,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0002757403691602,20.020768281572924,16.28430471300671,0.006212404590912,0.0059635555256662,0.0,-0.0371386188358342,20.609265862089945,16.81645784589353,-0.0064814374677939,-0.007762823243587,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-4.0287638575886575e-05,20.09970165167517,16.271053387787532,0.0954580052939989,0.0980343811597055,2.0,-0.0792070197836167,20.49247518089933,16.93885310910783,0.0439166746205482,0.0414873170547445,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.000844157593135,20.188332023228167,16.433179144918984,0.0805671378822802,0.0926622862171517,3.0,-0.0526812656009869,20.27624280339407,16.534805234367745,-0.0103564043564814,0.0173347209651118,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0001558165007249,20.035260671993097,16.3053601545823,0.1556810791843563,0.1638417053603022,1.0,-0.0388192235245141,20.57873174718314,16.76145644077035,0.1044427977786678,0.0980655883854377,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",3.417501128089029e-06,19.7830550220974,16.075686477056824,0.1305954195235734,0.1161526131411881,1.0,-0.01274180381799,21.84617037140293,17.72376448359803,-0.035912813122364,-0.035305214326401,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0041339970482152,19.548489122440987,15.875305406870115,0.0851193763399222,0.0664845518684027,4.0,-0.1604145791512286,22.48118858655296,18.61320006319149,0.1018339506929998,0.1074510895157474,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-7.789099071464634e-05,19.775894596627364,16.113459203297698,0.1317721403247952,0.1284793726472197,3.0,-0.0654786565794469,21.472495775649275,17.169741879762523,0.1305326395558033,0.1343463093000682,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0124916970386655,19.638245230801942,15.96688432131366,0.1588302217551771,0.1632336383608947,2.0,-0.0006341908238924,21.52573610156888,17.453804217967217,0.1568472622602843,0.1304604768504088,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0137375867437611,19.64509620164031,15.922260256135065,0.164242413194815,0.1733816600360014,0.0,-0.1854969064761344,21.74623169502948,17.979781558363488,0.1410930773703232,0.1392414018356436,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-5.541559211508229e-09,20.4034305109025,16.571007595503545,0.1490561884172588,0.1564970834591574,4.0,-0.0169284714820532,19.103787858644456,15.647183371963814,0.1259990003052916,0.1375512992849921,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0001947118925564,20.342497658300275,16.499569822179016,0.1300573279310846,0.1328758109655794,3.0,-0.0010841940309678,19.32413284184272,15.84051094526126,0.0804547189065658,0.0819695271965232,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-2.9783463564303503e-06,20.31374056619352,16.54545919070207,0.0718475589360765,0.0856815278511651,0.0,-0.0004322472366191,19.44386407757869,15.631835177700218,0.0138946415508383,0.0254590698981858,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-8.823722434980752e-05,20.28865379016345,16.461677101743252,0.1144880085161147,0.1147829079111016,1.0,-0.000322951050208,19.54891222754909,15.989141538015607,0.081216259721936,0.0897659328074342,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.00021014085952,20.340088184436624,16.57032278732653,0.0607529356616541,0.0565065640487022,2.0,-0.0012466729312625,19.334232149603142,15.557227790110396,0.0853284232953364,0.0785536990621498,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0001697336174999,20.321609362719347,16.493265588755474,0.1243765038579645,0.1136231640340923,0.0,-0.0015869591310455,19.4279449324622,15.91668023317439,0.0947398605239727,0.0651480564993861,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0354267138199526,19.90503812289892,16.110676343667784,0.1934310588645229,0.1983255766105143,1.0,0.0334566793225378,19.286219830946063,15.665704198138704,0.1982756760800986,0.1944815389466143,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0390712877728866,19.76212589194881,16.069507422753656,0.2054847290507186,0.2153174826635162,2.0,0.0268193266842419,19.80198143793749,15.728714458638258,0.1645793991321746,0.185422958260526,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-2.4447489670675893e-05,19.929882816344065,16.175676307187903,0.0583772361366936,0.0618306202397923,3.0,-0.0020397297623562,20.981810244147105,17.168102459063746,0.0180817245370387,0.0300839204878323,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-6.751007396355035e-05,20.191765759526994,16.40237266717043,0.0867139726546754,0.0843610020186324,4.0,-0.0005325287429023,19.95190117411598,16.25257628327044,0.1871819240112542,0.1757746950782053,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0001459331060058,20.27931534663672,16.42112888757858,0.054643002657001,0.0556198186254413,4.0,-0.0106280917790366,19.63271726692739,16.258435824672873,0.0612644473949695,0.0568231736480808,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0016413431594681,20.07811756937534,16.327754165139478,0.0177052124118619,0.0207378290495876,1.0,-0.0017834161339547,20.48242891940029,16.690446032614375,0.0771080202075138,0.0805421302963268,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0007238416709534,20.221118003462937,16.450563062653135,0.1113246374299566,0.1204433476023657,2.0,-0.0003281508328436,19.85861173347014,16.11869208567427,0.1172090719034878,0.1089418474129856,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.000540999051529,20.18238168845945,16.413862841294787,0.1169692031203857,0.1303938075512395,0.0,-0.0025030148545222,20.024960885374924,16.281526953300823,0.1723357909528797,0.1731815458287983,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0005877160626051,20.05419442722571,16.310479307983712,0.0898940524484873,0.0886390754270126,3.0,-0.0114131198481612,20.576609353099176,16.760422248997315,0.0635750080721985,0.0870633164208955,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0147824425130358,20.04920806149103,16.296167167918544,0.1515606850266717,0.1538994493379315,2.0,0.0222152092303148,19.69302843088405,15.95328493157532,0.2076278256714164,0.1956746974512038,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0208267472783372,20.045579581343787,16.269903788824006,0.1579283802791367,0.1685621985773133,4.0,0.0059630373026506,19.58411498808557,15.922042190488964,0.1354875782853961,0.1121771443582018,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.00229683322076,20.332849889192232,16.555588785284282,0.1418460213843761,0.1406110615012326,0.0,-0.0074203171171289,19.52303336103371,15.867201747815797,0.2018903208587561,0.2184764276881135,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0176109116601697,19.65172894726904,15.99015071604123,0.1588577839363807,0.1613652902402292,3.0,0.013288711418533,21.205602959656755,17.07557737562392,0.1364285954274862,0.1469261732773424,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0002420187452283,20.22236164971828,16.39246480515193,0.125400235320381,0.1209656311646037,1.0,-0.0019341290953684,19.84403743095076,16.33302383108885,0.0128731214495054,-0.0116526580136265,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0006355630074112,20.24612151094227,16.46805081874975,-0.0719226722300679,-0.0775363189313244,3.0,-0.0037207923982154,19.777149061070105,16.082822619151678,-0.1431121730338835,-0.1518780275026569,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.0299681651115831e-05,20.14161943372369,16.37531608914961,-0.0774546904506857,-0.0805132866259496,2.0,-0.0018191331336872,20.15358639038877,16.360185169486844,-0.0484112630080922,-0.0494502434443567,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0005133234753456,20.339058711111647,16.479848689297476,0.1041579046290238,0.118264150162264,4.0,-0.0017442882141305,19.34286534491619,15.939062314759555,0.1041946496758977,0.1104970784894887,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-4.177169866093067e-05,20.025735036192653,16.3558157591832,0.0220083558244156,0.020280899965463,0.0,-0.0019961993596422,20.61463720481334,16.451035629084082,-0.0056555996229447,-0.0147195859361809,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.2847732494991604e-05,20.26461445598116,16.400237647990643,0.0791780586452772,0.0826509191052349,1.0,-0.0032252978564679,19.65085496461488,16.19726816813151,0.0174360940959366,0.0141144942917321,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0001468319458626,19.84438274855262,16.166341193427158,0.1744226677455113,0.1831666479184782,1.0,-0.0023905383414184,21.3140405709345,17.232356434888803,0.1193366447407754,0.1287058331001872,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.000109889789543,20.2061199413744,16.397884889421242,0.0949459166057324,0.0674079424555565,2.0,-0.0093454244188784,19.92573958757906,16.34005952058015,0.1126474771348636,0.0838706450141529,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0218718358996402,20.08724693488132,16.247425751281583,0.1629685291625525,0.1539119373466958,0.0,0.0199366790484948,19.25923803760391,15.788891849596313,0.1548618597696422,0.1828470768378078,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-1.6758242233905207e-06,19.997496412150767,16.273833731918533,0.1582418412815745,0.1559438867303987,4.0,-0.005206076605301,20.721934981963177,16.690812733340163,0.1576443373558717,0.164060597814827,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0352323223534715,19.8622735623209,16.10800668280045,0.1988367518181043,0.2035353501573449,3.0,0.0304423629776264,19.51178796435164,15.77624368863832,0.1801270735742952,0.1707959182907025,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0004933158519639,19.91738084930347,16.23596973566286,0.1327462374303642,0.1404492194144951,0.0,-0.0003903782524798,21.043399849516074,16.96155435381603,0.0323054258865181,0.0302099877225131,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",1.914607346442665e-06,20.106927158730425,16.423709210785617,0.1044916164663905,0.1069704022961496,1.0,-0.0032463660348127,20.290936078214195,16.09679188669464,0.0650186994425455,0.0727350256747956,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.8671467683816232e-05,20.22840475816407,16.381602203447592,0.1051139852461141,0.1037150287038323,4.0,-0.0032355713783809,19.798499267372808,16.275377325364097,-0.0140900896038929,-0.0042940826439533,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0007947093438274,20.33815718820432,16.481724542063734,0.0937971881252945,0.1057384612313723,2.0,-0.0022432068218074,19.394376356966163,16.02643264644921,0.2141440567831498,0.2360276071378073,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-8.063667914681716e-05,20.20346977784827,16.41893273674737,-0.0110630221859693,-0.0111336793284203,3.0,-0.0031537990954724,19.89885358345284,16.1340990922088,-0.0268653200535697,-0.0372188804422674,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0010634455164562,20.20206377222407,16.4855222067551,0.1649813066616695,0.1665078880338729,1.0,1.0260306160247978e-08,19.93898561115936,15.983826653751326,0.1425370697871147,0.1550157835700363,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.1731818062354904e-05,19.97765221055296,16.22642672423532,0.1772419981142279,0.177130418896722,2.0,-0.001165570431147,20.790563053977014,16.90582382453322,0.1100929181801214,0.1060056834719596,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0145589489104189,19.95713082539465,16.201628867495028,0.1611200225677154,0.156645158396004,3.0,0.0096595055784657,20.19768859239605,16.44792112813565,0.1290482319464108,0.1749445578835878,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0062808493422568,20.32560990187072,16.47823895608858,0.1530999051609104,0.1600880124922921,4.0,0.0048670531466091,19.075964677818767,15.761188723717206,0.1425076200195592,0.1274014026247887,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.015977681621791,20.0249732463956,16.302559768166823,0.1539074360236408,0.1524273040922102,0.0,0.0185514363949801,19.76055147951996,15.862906543119454,0.1564626947452045,0.1797764581358739,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3244357054268889,16.61431014033165,13.21541690793886,0.5900492894975313,0.602195879844893,4.0,0.3030771823887631,16.65865893888713,13.095385780788604,0.5693937039237589,0.5843419819601784,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3333740238763382,16.529779967435534,13.141165995773845,0.6022111784160669,0.6105921525049678,3.0,0.1980273845505757,17.35574696493921,13.59651409889335,0.5383184226380369,0.5637895616104548,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3143366774458116,16.573507271663576,13.199662548675713,0.5832393080257907,0.593142072353503,2.0,0.1952417124160852,17.293610468821925,13.827170450412996,0.5277139727873144,0.5451507835304487,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2998067626752484,16.80150247457121,13.309159408518076,0.5698459341798944,0.5835525373846132,1.0,0.2401487630331167,16.85988155832357,13.40591699171436,0.5516540963517109,0.5761649585496093,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3230265958516402,16.92643512903316,13.382685686995746,0.5909395126573376,0.6126161765283311,0.0,0.1571284935278293,17.078380270814975,13.363750980422534,0.4688379580304784,0.4759456719677468,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3928669968962613,15.678138266822677,12.537234364618527,0.6590648405185688,0.6728320974335594,3.0,0.2998864300588222,16.72789328365306,13.237963742947358,0.6287280204249525,0.6473521861182063,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4485112467435838,14.983115088244531,11.951506273860389,0.6770453434810091,0.6881276204006537,2.0,0.2809122310313587,16.8495503209834,13.509058154468804,0.5639209126897744,0.5742136870320385,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4172619228199435,15.266658890185877,12.153206304345687,0.6474530960995699,0.6602632062743264,0.0,0.3873217363934246,15.836068621788264,12.296445481716056,0.6323153440041851,0.6565446842723219,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4300063419133679,15.279658289745775,12.134039333259786,0.65665355042039,0.6719620309000843,4.0,0.4049950397025023,15.328438085620066,11.924453614027858,0.637557866655713,0.6465125200221054,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4187380478566861,15.36214247893027,12.146795394968729,0.6546751286890518,0.6639274622848439,1.0,0.2791859461602153,15.967199269026093,12.54915149325416,0.5725361431553271,0.5701278206372696,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3489176954838986,15.945738588554816,12.605200971343576,0.5998868043709513,0.6104671920121452,1.0,0.3386595323079292,17.072090090290704,13.404386836501253,0.5879383609786126,0.6057382908056437,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3405357838426286,16.34596547728545,12.970920035923733,0.6102686784981388,0.6265620842307691,4.0,0.2631450851129219,17.3200523612959,13.9586141389959,0.5577310242264706,0.5673069255941156,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3665654735164482,16.040000422723228,12.776058056863508,0.6124652710717536,0.634306001314308,2.0,0.270661014212544,17.1406205757938,13.455682862921975,0.5329120589567278,0.5462731728574243,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3656704175377773,16.23284179162276,12.953560587043508,0.6099996535354468,0.62693852222409,3.0,0.2704067149360394,16.590115020524994,13.143858534525458,0.5422107661766795,0.5472648648962025,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3593272745934401,16.374269906663912,12.939594807140676,0.6047518767680421,0.6207729982660475,0.0,0.2903844621987316,15.47171762297457,12.304839079965374,0.5549826003195943,0.559321956120687,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4278228798847424,14.83778810501384,11.72090839595585,0.6587120926737298,0.6730304771686653,0.0,0.3441006437405717,16.929265533607733,13.542309474164648,0.5887779519003649,0.5842438835920397,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4272974727628572,15.216543468490114,12.033163680907943,0.6537669705035701,0.6694075272262745,4.0,0.4127032056649984,15.404023468326374,12.137944331850322,0.642458218429938,0.6500762108788093,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4275815435905598,15.258079606803197,12.050465216176008,0.6539437894762239,0.6647623624211418,3.0,0.2969856193578702,15.691745589809903,12.285982534127642,0.5632027170406606,0.5616686029264994,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4466041965171008,15.002432303779656,11.878154548574106,0.6685452777918268,0.6828957285640942,1.0,0.3288422475758946,16.42994480796082,13.030430159457891,0.5992045697009473,0.6056899641588964,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4446327137794719,14.77142443840175,11.660824937691103,0.6669092838480468,0.6784571194461775,2.0,0.3216345554876447,17.65446877765808,14.390928994959047,0.6433445214903991,0.6611195543115449,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1797659803264027,18.08212562062893,14.294137198311942,0.5115283684635556,0.5293472720966885,0.0,0.1602229094708562,18.86954930145729,14.967092773952846,0.4830333731121035,0.4948217681904096,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1555703984039207,18.774631181363294,14.905361518816465,0.503938343326263,0.5134585133806284,4.0,0.0905585580389902,17.644059299854714,14.285646001013747,0.4705900527668918,0.44501783645588,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.201341970998959,18.198954722573013,14.436547063667083,0.5404539383068189,0.5547496526282172,3.0,0.0999408369381925,18.570739660708465,14.786418274944449,0.5021897895328234,0.5251690121669574,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2303654040800811,17.398205009777364,13.608437324121054,0.5482811759182317,0.5662234103791643,2.0,-0.0344044763149005,20.450778311949083,16.172375719154445,0.4200593385824286,0.4200531801949846,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1912340045793135,18.281627052379363,14.620714435739032,0.5275964345723525,0.5401652313467008,1.0,0.0865731356177389,17.861415484685033,14.236696151958206,0.4676333402372172,0.4714327272871288,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.439963684904087,15.41894844657548,12.25230847241774,0.6634557452893909,0.6786573049944066,3.0,0.3477568424132401,15.157658806581244,11.880204963391993,0.5943130343203609,0.6036222850985336,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3945079783166115,15.372874078359306,12.150782089271756,0.6617654440968315,0.6745426994061453,0.0,0.2215399223332097,19.046360540489992,15.322598128512974,0.6338320486063338,0.6472581077027985,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.415598908883973,15.367507261400572,12.152242212366826,0.6522511752119855,0.6679803862966096,4.0,0.4054675780908866,15.50260035737426,12.171246832919255,0.6405679801067027,0.6480215144320398,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4320908313199793,15.491560042825412,12.211646880762729,0.6643363712963541,0.6799467699283981,2.0,0.3598065968927374,15.149309305010094,11.923050379753112,0.6051124309759965,0.6193902645452677,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4356443138529545,14.759093524822315,11.649616544410666,0.6616849656824774,0.672507283635605,1.0,0.325593577611603,17.885320585139436,14.476751742124998,0.6435363167094321,0.6628144032781751,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2992618256428392,17.010777942425943,13.501977268302586,0.5728145742456028,0.5773583050225982,4.0,0.1635401262631162,16.617249214141893,13.257396094458445,0.4721586571455199,0.4809385020956276,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3095254523060954,16.473405387574626,13.04279817175195,0.5839554010300767,0.5981014043219045,1.0,0.2006582311404597,18.96221448964071,15.023530043339132,0.5641073274403747,0.5661286834499603,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2856380984135204,17.314433455885677,13.750918876536762,0.5634198539613836,0.5770999244700367,3.0,0.1835705369777822,17.22449598109853,13.596547704870588,0.5000842750680118,0.5132805590608659,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3185257320046238,16.5775217692372,13.168973838914171,0.5902757147807087,0.5972003876118146,2.0,0.2820202075094932,17.206059337326483,13.714305271993158,0.5667113281269238,0.5754278323021889,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2714435283561266,17.653479467608154,14.013422899311388,0.5591307245390451,0.5722650302504838,0.0,0.2393873652356285,16.181610939970636,12.767130733348706,0.5477210799715398,0.5544583814215162,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.422157868900349,15.289302445658013,12.063273587041294,0.6498087225610865,0.6664686884789991,3.0,0.4035967281076044,15.572027272870256,12.358799908298852,0.6433193479461012,0.6507122972583951,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4226041584942094,15.08501581535245,11.923465720436788,0.6547117183963586,0.6657117420984612,4.0,0.3913965487357583,16.547771506745594,13.121518441905147,0.6352746410804,0.6680505640109421,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4184091671711945,15.218571383228888,11.992244238090072,0.648991625934788,0.66025901882612,0.0,0.36555786875099,15.830475138528072,12.662149312236522,0.6197191860212519,0.623209442004949,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4199081794101884,15.19946282014856,12.01862205649322,0.6530502268752393,0.6694497958952148,1.0,0.3316239451733517,16.413805844984246,13.067661621384856,0.6102112330261202,0.619629566329347,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4299139878699929,15.279905580087751,12.033856712592828,0.6565489954499596,0.6672280042388412,2.0,0.3774863876956766,15.471473311133469,12.30905349291288,0.6159969783650677,0.6351888940394153,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3455709074332377,16.5292095678781,13.216874746013271,0.6076300997153181,0.6222472888837712,3.0,0.2331877105761093,16.907681007858876,13.37222708857708,0.5265628267845888,0.542638681549911,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3124457586543291,16.893321252059412,13.38169294806088,0.6017882578507536,0.6148882973331763,0.0,0.2293914651957781,16.26393371455205,12.923688935154702,0.5526874088111091,0.5442862962440237,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3448395250658854,16.720455613626676,13.400921290853749,0.6128276456252054,0.626573967017027,1.0,0.1358196762828328,17.304009834460075,14.005194387630542,0.503961699610687,0.5025200551053192,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3497159142433469,16.42616847627873,13.064413175868038,0.6128586305439231,0.6296349669640098,2.0,0.2783791755175635,16.407193913474252,12.894165966186524,0.5518312330792485,0.5502372799441372,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3340440201547077,16.811558415808335,13.479876865690404,0.6125328011581137,0.6329043203088865,4.0,0.1844857562690466,16.906533515912173,13.364008097641516,0.5197147348238855,0.5362113090439798,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.449931159889648,15.085435114452851,11.94882500496197,0.6708397937440458,0.6812997694888129,1.0,0.3114602128306568,15.543776032019958,12.373353151304531,0.5711826171127621,0.593977683134439,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4991336184866618,14.08775111425368,11.055535177431889,0.7075956188744025,0.7194361847904356,4.0,0.3240477423431658,16.100191043708037,12.897262075776965,0.6061503392740171,0.6189004151530336,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4790080196022902,14.99732457509146,11.91517693637094,0.6955855499871338,0.707670818059833,2.0,0.3048354904101263,15.30874019881248,12.123759253588084,0.560662008329815,0.5728724884514032,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5392886894456007,13.465959935257285,10.549398248552455,0.7394361884057481,0.7479542719932455,0.0,0.1945802041840408,18.86058506186595,15.27634102291531,0.6313872002076755,0.6416788038355998,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4401824605174608,15.310224451140773,12.077028611352214,0.687694746457775,0.7016373090551754,3.0,0.3736860175847476,15.19151061441078,12.01524566219216,0.6156916373776669,0.6259142043601599,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4055446086547658,15.67250498980284,12.470546075348638,0.6395575408917298,0.6544858838538662,2.0,0.3286756759605223,16.069635211617424,12.527302146324743,0.5817246097138133,0.6004115770933602,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4461764150753752,14.93667510692317,11.733820117952632,0.6693524873750658,0.6866266370721763,3.0,0.3710530288792966,16.021134442185193,12.755213192846046,0.6109716136730435,0.6196408651366173,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.401101153236894,15.786899916190206,12.519540408280516,0.6389454198704527,0.6552562796294336,0.0,0.3665112036773125,15.384222761122592,12.30656226820618,0.6182206735468037,0.6246586200833054,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3709492151801469,15.92823146497642,12.582782815826434,0.615666165245392,0.6279289745536826,4.0,0.244606998475832,16.431347743854303,12.895374560722937,0.5211510789264711,0.5238234248120333,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3724734923800323,15.201313245964512,12.130475971139337,0.6164352029176106,0.6218031725233732,1.0,0.2354104871274821,18.17058759839032,14.458109739942891,0.5020342273783458,0.50848323763411,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4752919041449995,14.378220366511693,11.432395484682052,0.690752289220479,0.7011818841772974,1.0,0.2691153643594357,18.11163726331824,14.169686105765548,0.6024086066223945,0.598953818280948,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4488935974279585,14.62318113697537,11.533929957702794,0.670960050901954,0.6838614201145397,4.0,0.1995513224447105,18.294267931057675,14.643913944305911,0.5264544700668456,0.5094506354704711,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4834357374083853,14.059262933211444,11.125042312491653,0.695993638360587,0.7037294740343354,0.0,0.3744452088011223,16.28548710292449,12.826683462018796,0.6227745305732463,0.6241303871538354,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5762887156475759,13.241568291213955,10.445780747437084,0.7624384798529088,0.7712132064607682,3.0,0.3036106250047843,16.110231558143376,12.82591676907805,0.5726600154970979,0.5858824024138897,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5220694418461926,14.038096255644277,11.064156154862108,0.724456046775694,0.7366743811943202,2.0,0.402198078491923,15.223890545633605,12.072579681351998,0.6344642905035819,0.644183704682747,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.216782924281127,17.80792878127858,14.11559022206836,0.5229734886347074,0.5379768246843312,3.0,0.1457816618160242,17.951342771800743,14.234272664621336,0.4819015589453566,0.4972736853674615,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2593405061593881,17.499966779972063,13.969366882467456,0.5603357108866922,0.5685226655960121,2.0,0.1779125493219338,17.742998530225712,13.905217303614462,0.4941276485752803,0.5093991795850856,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2521759792968248,17.433347151565865,13.986879636446636,0.5533286999046108,0.5677846797110047,0.0,0.0820739113978922,17.98482629668929,14.332552432454026,0.4330294909104197,0.4370449179160841,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2401302790904322,17.859734422202592,13.993986677641958,0.5496103608720204,0.5707184010102534,1.0,0.0853467277990921,17.65678138031167,14.031152573834175,0.4569210936792326,0.4570258747963002,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2654759704369939,17.586788320691156,13.894466010332774,0.5624687459841757,0.575962577216428,4.0,0.1959004403575999,17.033833316079882,13.434905038056552,0.530210184027186,0.5405798373121922,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4600433813753355,15.027700367881428,11.9218291663577,0.6785531117506849,0.6919163533060206,3.0,0.3311822976113743,15.040381032505334,11.920478305872257,0.5834825332638875,0.5729541185994294,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4392555222341467,14.873812504764954,11.825781540887936,0.6630561284882135,0.6746444288844367,0.0,0.3332675132317816,16.193357969735573,12.464249985476574,0.6089667533622152,0.6248913544843985,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5572299039784536,13.374709415250946,10.454428936517774,0.747560654819245,0.7589055681258514,1.0,0.2690639114573561,17.20979517853697,13.900025191874066,0.5761935167598251,0.5918971540069196,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4412893840910431,15.02962317550501,11.920027146765694,0.6656998313022584,0.6756555050049066,4.0,0.3025783517587606,15.481951022575307,12.118385856673562,0.5743393797212224,0.567432929644364,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5263505171842104,14.049900210305662,11.128455943703782,0.7266927512327511,0.73815834552019,2.0,0.3455035038333202,15.611878632818383,12.243033325343696,0.5999592547013293,0.6097158850959429,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2982472761575018,16.74321943505898,13.344094714044568,0.5746805953554299,0.5855967732536161,4.0,0.1114825968721109,17.009840827799295,13.440118694642408,0.4727061295131741,0.4550893555113378,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3555003154404519,16.10875834421749,12.732004034417308,0.6167404778050616,0.6324295199574895,1.0,0.2477388941823032,17.426185941932637,14.111697873574462,0.5367604931386992,0.5482185863280866,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2544638300118546,17.06185121526938,13.42214224011192,0.5388425521738311,0.5498217841803199,0.0,0.2309428378029151,17.806277721787723,14.06903141957409,0.5274092049589596,0.5422697852834151,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.340542516562246,16.29759909002456,12.88460268671113,0.6041359541863458,0.6067679441843041,2.0,0.2613416996172263,17.449733640024828,13.750699137196396,0.5485611041218,0.5663207194661383,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.30951819413477,16.896281698828286,13.359986505339585,0.5739805048569142,0.5901012125538857,3.0,0.2774314516660418,16.518566237556406,13.245088140263276,0.5526280812103418,0.5595202687681327,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5519065591578851,13.456395423492143,10.5808214610692,0.7443890069735986,0.7534290094494892,4.0,0.320870634166186,16.32898185054399,13.159851369822595,0.5864185275746318,0.5977908143471038,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5372082173341907,13.670282756436665,10.809135268343546,0.7339341913726894,0.745939661369348,3.0,0.4406533687271409,15.11352302739333,11.992013526415304,0.664329779875615,0.672770356558569,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4510391530586413,14.54272654101659,11.430470469010436,0.6723293135914701,0.6833718656060528,2.0,0.2619843173860348,17.809232296564556,14.319115752588075,0.5552335034299972,0.5421609586203073,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.497078328458949,14.311342338951231,11.315682520509071,0.7058095903152801,0.7175255922767627,1.0,0.3120217477502635,16.438399575417623,13.177401195033903,0.5933428110976267,0.5956519493369618,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4943721845207642,14.105915096550849,11.078077239077247,0.7065576750983367,0.7124968673253352,0.0,0.4242649810344682,16.12852292891062,12.966182571591,0.661460130191349,0.6866950428930526,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3114484539279505,16.673295332938896,13.17415637626746,0.5841281764900753,0.5979144340782657,3.0,0.3038487276791846,16.967938985292562,13.54955769998056,0.5701310374776913,0.5809111262652542,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3198514386695487,16.664246930122744,13.30608010181731,0.5943496275356195,0.6144856052192633,4.0,0.2501458556052198,17.176977662391845,13.809267747353132,0.5413481236480504,0.547641581902543,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2832662085178296,17.053981703730564,13.473426135144075,0.5688402562410981,0.5788628181680482,2.0,0.3249054028095963,16.5455375137176,13.315710808710795,0.5940943542490604,0.6010709662203476,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3040843019279281,16.684179313023716,13.19502774706843,0.5766947840518584,0.5897236481824558,1.0,0.3030338802789664,17.233702660317718,13.708678659195762,0.5679978360164051,0.5843727802788145,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2687354034886235,17.350267062411465,13.81385003666032,0.5667771183996426,0.5854518856832821,0.0,0.2933613604232857,16.417652594222282,13.022554344993562,0.5883114830655118,0.5853019524551283,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4297460998672093,15.221594716871872,12.066691310460891,0.6595100637427809,0.6729711942359843,4.0,0.3687714780030395,15.943081474745368,12.655843865037456,0.6127131507775334,0.6356990680812624,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4209189738417784,15.40679862889629,12.21628336261661,0.6601968452518694,0.673248318914496,3.0,0.3942840205258389,15.30021807765972,11.711948277037818,0.6332152289949262,0.6521547176977996,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.44162183577058,15.175854645068643,12.002419330234089,0.6650592482271119,0.6793074971116407,2.0,0.3461740446574711,15.727700184637452,12.441137284015923,0.5998544416935954,0.616903543988215,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4306194075812634,15.329979187567984,12.126955338505056,0.6604728985331065,0.6771530646531058,1.0,0.3699569518238303,15.413829361567815,12.204764954052834,0.6229285978857386,0.6301045177536829,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4268711929463967,15.108379196593017,11.914313448633816,0.6630440055689838,0.6797499243711848,0.0,0.3650656994795286,16.47668247722966,12.871600440696437,0.6074600119305095,0.6312390178984156,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.364475473733161,16.14747093778557,12.638329903766856,0.6113400574937345,0.6288031896608434,0.0,0.3177285655225512,16.257281095313008,12.970253543304318,0.5813506182387724,0.5973865778947858,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3534174677282727,16.085907487190035,12.696068675769324,0.6021528139244268,0.6192847934193353,3.0,0.2948585723523702,17.37010100408603,13.610380160170818,0.5623245232181543,0.5842028791870885,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3707025473384162,15.908528438977726,12.551117084179564,0.6150547077788457,0.6320306759769998,4.0,0.3284536309798183,16.784328574094605,13.249231668166171,0.5834049617246565,0.5880721739679576,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3663560215977997,16.106172736084456,12.800150322607672,0.6093706227563775,0.6210075717458614,2.0,0.3455726693501386,15.987119645028724,12.790714089664412,0.5932270949500611,0.5986767554540574,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3586217754159008,16.23980385081377,12.889769141778231,0.6057328325435842,0.6157155998624799,1.0,0.3500679537571949,15.785664556500215,12.720764418393989,0.6088634394273493,0.6307216375843769,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4308243495288876,15.099976350004008,11.89385706021424,0.6585302664202328,0.6709275617664225,4.0,0.3818252567838607,16.233264133083747,12.978259765562209,0.6186008921149526,0.6299910475860734,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4356619326550279,15.304677400415148,12.123461148965632,0.6603980552234241,0.6735535974044784,3.0,0.3722936633373526,15.197648365293183,12.023006902310092,0.6206257071101693,0.6305703589570771,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4358256604467049,15.148048621082843,12.035711147435832,0.6602114735044595,0.6741601280200124,0.0,0.3922659142986602,15.62537057889013,12.217054371774932,0.6281034139266077,0.647350240154653,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4302348056384106,15.224056974537945,12.068975054586456,0.6600555634079976,0.6753486217572934,1.0,0.3889236099774104,15.659250070384566,12.113958247306416,0.6346184337059784,0.6503014288748098,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4335360833715347,15.22474126880799,12.048272030396449,0.6598429815911658,0.6748306420832187,2.0,0.397831938868234,15.361101225172389,12.235276061320992,0.6332934488800745,0.6446076100492163,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2371253834638832,17.750212084791663,14.152633083314086,0.5430072779160958,0.5558835004333925,4.0,0.100330762770423,18.397910211030027,14.451726484102476,0.4873582841719668,0.5142503877152605,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1499175345831102,18.622060607394904,14.80166315073832,0.5011596209479046,0.5119100292300304,3.0,0.129338032285454,18.52698786514621,14.66810233190717,0.4959399871614338,0.5126191701117806,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2320136379695961,17.569960425390466,14.007428158953749,0.5503173942879493,0.5607946031133775,2.0,0.1626941727194587,18.760629449873463,14.889976096447604,0.5004910389719027,0.5295490623852527,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2094883771809718,17.91559194739258,14.299356067922243,0.5236665910827878,0.5287331591719239,1.0,0.161402290005303,18.4181640315164,14.540850644052766,0.4960403352739335,0.5170920585666636,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2229384781758131,17.848288456022146,14.194617002629377,0.5330003410159321,0.5449069396239723,0.0,0.1221991704961809,18.39613151117373,14.847659579618476,0.4824111471784256,0.487810114550979,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4203858294366994,15.220533275623737,12.07833269173198,0.6572970403581939,0.6728587367343306,2.0,0.3695499317109688,16.430500022287415,13.151943585117166,0.6333434512125076,0.6473556900508278,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4145207385628601,15.636148030285163,12.452950198999716,0.6577597010914384,0.6726120256994423,1.0,0.3531216939138497,15.177894697088748,11.950613258895558,0.6214821922424528,0.6241791825166763,1.0
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random,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4704690849871548,14.50901040387839,11.460295174213792,0.6873502086876885,0.695176369117763,2.0,0.410412203174329,15.957540148569883,12.668876956421652,0.6430284777345301,0.6670141005058945,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4702711568928721,14.753534820623786,11.64320757299585,0.6860285002514009,0.7008154124232847,1.0,0.3991609694900884,15.15947365755571,12.106242414560828,0.6365656209757569,0.6473005062606644,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.336626785936846,16.341419807070125,13.047654194448183,0.5809794829942836,0.5911466541664409,1.0,0.2762887843544763,17.06202266974518,13.46732302609125,0.5376630920520911,0.5470653940359568,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3145604852371094,16.819715528642142,13.328804242771303,0.5668396262687476,0.5784502070069313,2.0,0.2470273081048373,16.7975493067815,13.436035085498274,0.521950842428832,0.5169978693084457,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3127237761004671,17.01395707775198,13.537131749633234,0.5660063117006157,0.575385710921484,0.0,0.2212497561439209,16.57740004431457,13.193288180881074,0.4750655869441778,0.4776272737891528,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2762390938563344,17.048009344592067,13.564207364780696,0.5506272185254081,0.5552646381596805,3.0,0.3433751340440517,16.567550570713575,13.022099106937308,0.5949676105086383,0.6172237529184345,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2615290322970409,17.4104467462055,13.85868415275942,0.5563869738200244,0.5681177523031766,4.0,0.221748177588149,17.479946221810657,13.828796906316958,0.5187557306495914,0.5192969004751198,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3400302471733011,16.04902232556594,12.723928233378642,0.6042630539966364,0.6107024927734772,2.0,0.1309992879995939,19.0452309561308,15.47864290851324,0.4623949177220827,0.4473492587984764,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2806408880039058,16.642595850302577,13.233639222070876,0.5403883622837025,0.5438571917867288,3.0,0.1618037944869083,18.1629098260451,14.510054421698907,0.5056715229479719,0.5032086857557948,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2673877400741304,17.134440969203542,13.591936675748116,0.5598046068086269,0.5693927912553202,0.0,0.2848203966523012,17.30570729687728,13.87261795157817,0.5586621874390334,0.5613235877202528,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2791831352070859,16.961860749784574,13.476306912064048,0.5826590446154318,0.5830206214448858,1.0,0.0906051178791602,17.16539802986475,13.626020944185347,0.4277300151949271,0.4150079988461635,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3033564340656027,16.338126062444868,12.928627871525002,0.5546129719522427,0.560931735244061,4.0,0.2736281667132407,17.89155613823104,14.338670002037372,0.5325044168157598,0.5233412198423322,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4172386365170506,15.032862227003978,11.900099492688252,0.6548164459100785,0.6609094603135046,1.0,0.3839983556238626,16.954124229427677,13.43108946147718,0.6312217660052165,0.6599761103834461,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3272597190984934,16.622246778371697,13.257365305459992,0.5944083420049345,0.5992252054526084,4.0,0.3097158761267239,16.162040087096184,12.821768607802063,0.5783343202282072,0.5981382571502031,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.429714068669014,15.178748018802889,12.131365227824109,0.6578819316340754,0.6628865867935199,2.0,0.3205021826487684,16.154355996776545,12.59302678758032,0.577229292923624,0.608529196327495,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3179888164600817,16.664405923716856,13.301120115051448,0.5809737286133987,0.5947958972775823,3.0,0.2510510756896502,17.140925347383938,13.679635421619857,0.5160757406901705,0.5139475041289602,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.365633672578733,15.84753357227002,12.642644007684906,0.6152177317967052,0.6237282017476746,0.0,0.2639638515755204,17.177030077514416,13.880768550694084,0.5169213015967735,0.5272799086225587,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4708282981089406,14.93397995241005,11.954523192984718,0.6904645308672883,0.7039294513979979,1.0,0.3488099805262238,15.246320321942765,11.911512035196749,0.6122069483355068,0.6236074980351877,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4533457732730226,14.826303486930886,11.687013044169438,0.6804772508546109,0.6948392814814685,2.0,0.4222704230371306,15.399773750209816,12.327191186999595,0.6568323190902056,0.66244883186102,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2771362533686977,16.87970723920061,13.46645068764818,0.5395627260451774,0.545069953747066,3.0,0.3168682589838937,17.28821787039571,13.584563551150032,0.5689498243285034,0.5870446799280435,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.461595847733896,14.722488022631383,11.740869451761917,0.6836907560222041,0.6955614505762909,4.0,0.4021681537413057,15.62122863285122,12.20526314132784,0.6361403252427076,0.6401408310880625,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4132003971614888,15.172830383722486,12.180377329296768,0.6897028094852747,0.7027725255661527,0.0,0.3199302588736684,16.857444907392818,13.399458138962425,0.5852536162048693,0.5927734884138685,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3293531846810656,16.894095596396674,13.42488748705065,0.5798364692773252,0.5920970604474141,4.0,0.2003948625096815,16.307864767115266,13.053200514698757,0.4632362477797399,0.4667944873792459,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2730532941372581,17.095272652055534,13.557105811819314,0.5230455318632858,0.5365681210690775,0.0,0.2867542514436675,17.203123976834387,13.8553069188473,0.541331710303961,0.548971229087492,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2836890570267347,17.121152262312464,13.610033426192398,0.5404851081140589,0.5506220929967046,3.0,0.0363882057590109,19.1303025070364,15.332331959989055,0.3983931720135568,0.4098830233289462,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2535014728505106,17.72643874978389,14.20995049851664,0.5223763746783858,0.536985424769639,2.0,0.1370814528788428,17.633448545066503,13.946529570079983,0.4144374990352049,0.4270773872915312,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2878377583183013,16.803530481823863,13.372479063032085,0.548559106340873,0.5534347290708223,1.0,0.3469381003453282,16.98261872990158,13.395116028507472,0.6106451334900942,0.6277914721464015,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2907439377590133,16.766946096462323,13.361061756967128,0.549088503736677,0.554944139280868,1.0,0.2109613353291096,17.849014493321345,14.147292353275372,0.5061135026965372,0.5090600390850764,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3084681734600614,16.406555960629824,13.047553669623689,0.5676022733663675,0.5756934040905609,4.0,0.0602625749089519,20.592837484480604,16.65974040777505,0.5047777507389343,0.4835420770184095,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3042833242543963,16.74926778088576,13.32811122130467,0.5538673283737809,0.5651570320633588,3.0,0.27900258348994,17.115822232187018,13.628855063102309,0.530562075635698,0.529943960078188,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3158724068198735,16.62492829091945,13.215500288642517,0.5665939969178535,0.5797439050598188,0.0,0.1442184881032503,18.67988500175865,14.977828922523065,0.4990918472453817,0.5042975579584796,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2814128095152987,17.139877344142683,13.67420193700112,0.5453901065144453,0.549764861157481,2.0,0.2380328904878256,16.831388052840254,13.267668714872444,0.5080061090720757,0.5237640333607675,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2895052491045478,16.53315475546143,13.19777590236245,0.5519808598919725,0.5601416414727919,1.0,0.1295396962090621,20.007523610480447,15.985472773829253,0.4994808352426221,0.4950795286624537,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3071685100052732,17.12725101073967,13.691506249804632,0.5637761651783684,0.5771997327047506,3.0,0.2028071518815591,16.682835068011133,13.288373022125686,0.4682191467379121,0.4760911112782803,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2765083095661408,17.164821405338024,13.725523376856094,0.538491869250809,0.5443814148178161,2.0,0.2678098476570136,16.182012869224433,12.617078915157837,0.5230568165781766,0.5444047640955635,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3542417357907851,15.784207289817386,12.547650347555695,0.5986109540978184,0.6062810976581151,0.0,0.3211019813760216,16.877896530265545,13.508463647442932,0.579784346866333,0.5732861699363797,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2828428411773954,17.072091930716795,13.602180637226668,0.5492953954992958,0.5632812242752728,4.0,0.1945333333399848,18.023701696995545,14.466719607835104,0.4673377344121999,0.4704234808170167,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4009671905899906,15.5068177923445,12.379516900420947,0.6492407069420982,0.653645532391071,3.0,0.373372286586181,16.163147338101012,12.612728813492184,0.6230551670586431,0.6551140409228171,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3215349981289165,16.885532112546525,13.52996122923983,0.571251084316507,0.5779347427829383,1.0,0.2468892353938062,16.540196006523498,12.973798336217431,0.5163745184505578,0.5280252534034009,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2778750104057479,17.05839511156057,13.561232964977274,0.5410003891404285,0.5421501109485802,0.0,0.1524908766487483,16.345946177593156,13.125544781384168,0.4256905636713637,0.4120422959771104,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2353199336579857,17.33033203686343,13.878617067247347,0.5346389076446414,0.5393226024224302,2.0,0.2973988853580831,17.849326065604004,14.149459577667413,0.5967217658483934,0.6160519780526413,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4089620911603042,15.530199246632447,12.332056157998236,0.6538168513613434,0.6660428805079778,4.0,0.1714393418522963,18.021722336458662,14.557142952784597,0.5288516977090099,0.545731385807438,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4450445964914998,15.245847159998709,12.141957121518129,0.6672122531346898,0.6841643338899498,2.0,0.3996956964590894,14.725555324808044,11.58960059670841,0.6332120093305558,0.6487130897599924,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4089183210774761,15.038092161560206,11.910021846959566,0.6435053583123909,0.6557875304741766,3.0,0.3873232017917892,16.57324535939826,13.176896552319798,0.6350259477979052,0.6246870302503275,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4262420086199959,15.271460728207918,12.132185609184592,0.6573563828784537,0.6737442640494732,0.0,0.3841688506059358,15.76767685125359,12.277096710436622,0.6305903776277855,0.634859169427446,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4509309678974301,14.839211191727989,11.756244137636076,0.672495869744836,0.6871137520949935,1.0,0.3595135331390406,15.543727085986896,12.46665344117944,0.6149556965977597,0.6290579669705446,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4379569797398469,14.772602065741417,11.746278058247146,0.6618925601058805,0.676208001300198,4.0,0.2600866531809556,17.938884418930584,14.367248873807943,0.5649904000319439,0.5693866166050041,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4678865854815326,14.987631001750984,11.832690616601116,0.6888067328227472,0.7016633311960151,1.0,0.384957149670751,14.838218975214287,11.932601890787048,0.6315853829645882,0.6439885282242065,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4829879375963922,14.791097694439715,11.745053004396372,0.6985765478666326,0.7124292213709034,4.0,0.3639442989750122,14.898858373167128,11.799046317722484,0.6075809501143224,0.6159999756437923,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4553379237853715,14.781970403587897,11.697632158538443,0.6981372986024366,0.7096101342655767,2.0,0.2735851043505987,16.78973455701759,13.283416832687308,0.6051119349286822,0.6154431000985576,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4544757341904405,14.783544364091894,11.62470459468083,0.6789553234568407,0.6929226506153042,0.0,0.3964947232875815,15.88980924787018,12.742774215785936,0.64791188452652,0.6566890596552197,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4857015022969279,14.66008418539982,11.665158730942682,0.6989823469281232,0.7097391940604605,3.0,0.325881364983869,15.463193351944922,12.219924566857456,0.5816496466020331,0.6041509867909279,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.428525970707845,15.159960603945734,11.963253324918425,0.65670510253918,0.674896875291414,0.0,0.2986324561384615,17.0192132495241,13.892193391375006,0.59494723917662,0.5961104378375452,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4498996365698887,15.3117762881564,12.19865148452878,0.6741196950160244,0.6920064609474054,1.0,0.359050644450712,14.87533345376734,11.74002115677814,0.6071399767211357,0.615927311194236,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3919593424157079,15.310403267001163,12.117032831761064,0.6414489338930365,0.6574302461829877,2.0,0.3374177631672402,16.83451149919883,13.505676752276129,0.6416860049344151,0.6447930717104027,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4414084687371655,15.230988250253649,12.127958521827216,0.6679664177746312,0.6844018488649545,3.0,0.3922174351469759,15.022170476327087,11.79070261944371,0.6264599819510428,0.633647200119766,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4422203879905695,15.420716564792205,12.195528359217947,0.666228763866777,0.6820661615272118,4.0,0.2902744026102395,15.283434663855983,12.206525028562082,0.5534372520670785,0.5500067247506362,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5107081496124415,14.231070539222566,11.339141206154787,0.715305939149756,0.7264765290859878,1.0,0.3624521456365707,15.620825611328824,12.307178913257742,0.6045284522581342,0.6130609195846873,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4362077313616774,15.209365098567943,11.997570064603902,0.6664236606512361,0.6803543370510738,2.0,0.362448562323579,15.816246958796084,12.595605459929889,0.6198871793017348,0.6229339532781462,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4474934431540603,14.576285066610428,11.52378459677261,0.6756838390931377,0.6848560459336598,0.0,0.3810801802642186,16.265475982436865,12.897535334375805,0.6213676508139816,0.626251935066793,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4480115735414413,14.948968574925203,11.898163227623993,0.6793545508649412,0.6879040687350167,3.0,0.2520185026894674,16.12736272363229,12.548916384253172,0.568194833175178,0.5649112946659992,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4788324991028785,14.740539308833064,11.74239433841121,0.7015840794610666,0.7091443811235695,4.0,0.3392531657895778,15.657393366823367,12.223405118258494,0.6105349257703143,0.6296663632422715,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4120553556228743,15.475989761948922,12.27248425001032,0.6441483858946301,0.6604012989446411,3.0,0.3927929432253134,15.422253626877527,12.29734786577511,0.6281303695824286,0.6365068782595014,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4122613019784505,15.429064393770346,12.226373995566856,0.650578898053636,0.6670799777912486,1.0,0.3901160573513444,15.765246852142509,12.629753063607968,0.6343125178514313,0.6484454775767434,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4267669106882401,15.260246524841346,12.115663076011083,0.6577294547039375,0.6759579156954765,4.0,0.2736401191425572,17.12189840141758,13.67390147541534,0.5999417862446185,0.6063092623345856,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.442692684054462,15.384681513407918,12.264346228511862,0.6686917673814846,0.6846889592684606,2.0,0.3523064794123466,15.18802183434812,12.055393091089584,0.5970582053594368,0.6061106481525168,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3987801510860874,16.00042215618324,12.76374935217071,0.6696328706832901,0.6855566392955369,0.0,0.2681964116281478,15.679175940394456,12.558289842962724,0.5786529322914231,0.5740955562190603,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4441322497523028,15.253024088887644,12.078559246268789,0.6726938418268498,0.6856658947439389,4.0,0.3387254206820649,14.969171305433674,11.917167585909723,0.5845258415596246,0.5730234639493093,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4619079604487005,14.77623233083384,11.721652014030802,0.684626810414334,0.7012456592817897,3.0,0.416098927337071,15.346717446338449,12.055179623451354,0.6535259355242744,0.6607978979986733,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4522234693973442,15.219047313458477,12.112901591421734,0.6800572624566509,0.6924953504220217,2.0,0.36325250161798,14.93447365120532,11.737563245005918,0.6156619946910096,0.6351913029713542,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4659618633678875,14.561097689569136,11.586901166284488,0.6843194062257897,0.695747299413625,1.0,0.4075242893423794,15.595708355355578,12.276051895008528,0.6468168047442787,0.6488385057108149,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4495913235426252,14.908484120792522,11.801727781263738,0.6858469357931751,0.7005253900836074,0.0,0.4018063822001918,15.660412902807158,12.551515648420466,0.6540391881592659,0.6604704400291994,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4420768081411244,15.431025286385196,12.264022297222878,0.666177303249043,0.6820551545638952,3.0,0.3345142942626335,15.19069855114411,12.082612173557282,0.5842016197212153,0.5888006412157971,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3973765185641604,15.479046596625636,12.278432408462338,0.6353126315723411,0.645060839488343,4.0,0.1476369576055878,16.081312190703443,12.588241278361805,0.455395694033591,0.4452137017027371,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4495695802004389,15.18973633951066,12.131438847769678,0.6709895023654058,0.6869407210228371,2.0,0.3700759709312577,15.079703036949851,11.78897318832373,0.6101697105228294,0.6293311302215984,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4289098999982264,15.224175729705896,12.127175815383444,0.6622607347130386,0.6806291082574479,0.0,0.3454414081046474,16.278688428492867,13.1038952328866,0.6071496997948876,0.6126531205605523,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3065770331998039,16.58832417660374,13.217650507543436,0.5639263441994569,0.57545899373148,1.0,0.1829530954577241,18.31269297941491,14.627048460642497,0.498545766040044,0.4994154156259245,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4761495622161612,14.879122366112716,11.818318842837684,0.6926754138405606,0.7067636258383035,3.0,0.3587847053187373,15.130167869859044,11.91824843312224,0.6006879924034632,0.6129599145236416,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3693920964280277,15.914464095874669,12.610488033845934,0.6333944553376044,0.6410040929942623,1.0,0.3338745709872762,16.638826242577217,13.162887630925198,0.5995504021798885,0.6154568265966567,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4430192002652243,15.30489216978222,12.083781304978237,0.672601615807989,0.687657890124627,2.0,0.3093915254836286,15.823653068945774,12.613282512832471,0.5678695912391547,0.5623721770166246,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.475930858664102,14.558699657939927,11.544995155191447,0.6920605826754064,0.7096545118035905,4.0,0.3326511496147174,16.528248416402374,13.247972877989424,0.6101739044366636,0.6180984369682339,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.322520180084284,17.053699990241935,13.609439526974167,0.5816972272769529,0.5936576046590634,0.0,0.244368007780924,15.882607697894874,12.637527613248226,0.5091522083755677,0.5118670321247057,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4185119452862366,15.70815939333514,12.491542295014447,0.6568982163906689,0.6751627773104536,3.0,0.34845062421657,15.215978952571076,12.202129091699438,0.6028317703645547,0.6050801427251226,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4102100297240295,15.477487117026673,12.245689870672498,0.6417217088372913,0.6570423058949546,1.0,0.3883547985282394,15.701718477318645,12.57932341144343,0.6240618216081331,0.6344948863127727,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3335249992567188,16.40905411174353,13.003046016299631,0.5821595886762818,0.5970641433385768,2.0,0.1921828487227722,18.123862837800864,14.74982423248032,0.5165016117829114,0.5091503275699989,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4199111248009733,14.913191633729152,11.79119884411581,0.6488194035474556,0.6633133897339227,4.0,0.2346095082358267,17.885768711359418,14.55118714387752,0.5363048527186394,0.5386003928875411,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4338358089295694,15.014578366300295,11.951626579016136,0.6616748986038014,0.6762770461097561,0.0,0.2765544683590999,17.523579745330014,13.983362102317429,0.5554582012505118,0.5702565759345692,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4489058717919894,14.523028248184032,11.461038330389194,0.6712831966846963,0.6829687897034844,2.0,0.2395683589414875,18.010322837250367,14.61343085072028,0.5447677453712335,0.539343620254397,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4418977545636581,14.77293160650932,11.752338430085176,0.6770335515042925,0.6878725767433455,3.0,0.3122459839386892,17.810642264886667,14.391709861493494,0.6390036476880733,0.6480910238540356,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3366680050450741,16.75139831456573,13.398559157489096,0.607162588644903,0.6182596365085161,4.0,0.2506514578559574,16.41209372079273,12.875030446789928,0.5386842374497893,0.5421082406951353,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4449319524774914,15.348355129087624,12.20011277365819,0.6780262676252518,0.69118481152617,0.0,0.327767833758442,15.420404235204913,12.1906075228,0.5812407480699174,0.5952404028023466,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4431446477778374,15.534394029030407,12.359945668583425,0.6722692374465541,0.6831153858129074,1.0,0.312365002529875,14.861527664339102,11.689694419603669,0.5632035215175911,0.571293290958616,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4198136861766708,14.942125876242988,11.882406094040135,0.6508082219525604,0.6666480518217347,2.0,0.240321177390127,17.844094886912135,14.442121272928576,0.52568868067725,0.5249212985366336,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4025919072950886,15.483017953247764,12.384401660617623,0.6369837054984162,0.6515519278404523,4.0,0.399207353726948,15.724728716508908,12.306572862204304,0.6404951380081936,0.6550090966102408,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4043864864422555,15.489781794354515,12.281136216618329,0.6472953398660076,0.6597720330584377,3.0,0.3441158830120302,15.937880362056616,12.693170595560987,0.5878073542888492,0.5979798643543779,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3890057122317026,15.84433816126449,12.618996701153389,0.630858722250412,0.6394222962214968,0.0,0.3496272848513578,15.345113450654685,12.056500122898308,0.6117724867351879,0.64069439156554,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.426657454700079,15.66767790034007,12.429372939194144,0.6535649897136202,0.6692665746998407,1.0,0.2968476763433803,15.126157568560808,12.204381409469915,0.5552374899152503,0.5585774786960858,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4597332208388243,14.781854246414548,11.782698486124676,0.6793434565867418,0.6946140282625125,2.0,0.3900232853750516,15.800419336689252,12.522307305370305,0.6310505027047308,0.6358979514757905,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4445415230439578,15.225847283261912,12.077193455235692,0.672200203849418,0.6839701316044794,4.0,0.3257398782520394,15.66618085753072,12.509683381282924,0.5767675908642884,0.5715320330520133,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4428227619885914,15.1298201636558,12.033266874912806,0.6692618535957195,0.6820923511445788,0.0,0.3699350413233676,15.682514921745351,12.407729100970968,0.6105267445744724,0.6124563326058619,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.441822609241303,15.22387885918895,12.071905597798654,0.675441585407113,0.6855523258328635,3.0,0.3840204767723741,15.226114655986176,12.03926925414648,0.621248091003756,0.6346937099372255,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4396309857171061,15.406962884673575,12.203241506975496,0.6677365265224537,0.6798088117109264,1.0,0.2950955102490926,15.180497771559711,12.003521873095988,0.5717741598855026,0.5635786314402763,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3208523300240424,16.58303972134015,13.152638671521707,0.5773842429308592,0.584743083809594,2.0,0.2655438591692692,17.20527055956598,13.67093011865353,0.5452343315534998,0.5525219345864297,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2667051818395175,16.945541652745067,13.512855564558304,0.578839996122312,0.5836894747254129,1.0,0.1630167213238152,18.445508375480863,14.800230450532872,0.4436339414475435,0.456830199292177,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.265476552624845,17.15100911929064,13.690269210799316,0.5651220051115693,0.5650172166508209,3.0,0.0754561604319206,17.110145514966725,13.437990922412837,0.4140333599072315,0.4009222589367308,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3230896578716995,16.751051251661053,13.28624026932338,0.5757341137018149,0.5858678592216734,0.0,0.2546048739749035,16.865311205204854,13.388760531130911,0.5084108971427248,0.5180179314026662,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3180843430062003,16.694825554589112,13.27441925554881,0.5786276521704793,0.5917830559090386,4.0,0.2527926573307275,17.217876773875865,13.56014772660893,0.518482784409726,0.518659870726605,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3016170322600016,17.24664160430302,13.796158109750571,0.5658669393978956,0.5771490933098002,3.0,0.2206772522819621,16.295861955962387,12.818408703764607,0.4924833612996597,0.4905305591823498,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3226335771966735,16.61171061295761,13.28280414241688,0.5802688357368491,0.5848361427986656,1.0,0.2263682556908111,16.866755819060852,13.206424557183214,0.5385227264984103,0.5357305524262083,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3021437422337942,16.931575602643438,13.53315274483572,0.5646774256309237,0.575208770275737,4.0,0.2500142399561508,17.13498671658936,13.489889846988982,0.5159359244343114,0.5162179086035233,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3120049763928241,16.66725630118997,13.302512956806886,0.561845609543941,0.563491779906787,0.0,0.3176748449190986,16.549063421494505,13.05871735194944,0.5663434466993001,0.5856678724240302,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3416090679340021,16.3309496700247,12.957832175342093,0.5865121733648413,0.595122334724096,2.0,0.2845510816324593,16.98310505781267,13.491515398566492,0.5430821245182058,0.5492815058489795,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.399460875954537,15.86220988472793,12.6072494246549,0.6422883209577348,0.6522773271094708,4.0,0.2718022730878457,16.32906726826881,12.847735335852828,0.5407391099316023,0.5443201546264476,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2936175116917282,16.519802295909475,13.10659664551417,0.5550818903254289,0.5654523689350889,3.0,0.027664276957824,20.3888220749763,16.60249701274118,0.4790631329383715,0.4503904014298175,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3221059102076734,16.335075881769452,13.022163734124208,0.5912887803554101,0.6034581393795004,2.0,0.2449575467776003,18.20245890366749,14.635059494940226,0.5027310200175663,0.4897241345708428,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2659101510510685,17.03694039679014,13.63794239658938,0.5320169051018381,0.5379285233929069,1.0,0.131980703459331,18.581555637429435,14.854471781266655,0.3839682414395736,0.3862715554134642,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3267420502871457,16.4067402143522,13.139253787994384,0.5875379911278387,0.5948589869679489,0.0,0.2986600615254055,17.0000084646465,13.353777208073398,0.5618781161939512,0.5652081264652158,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4697184498953622,14.745126131137832,11.758466894450942,0.6915384650033503,0.6918738818663618,0.0,0.2819525024752867,16.201222701119327,12.817788436947122,0.567563699329462,0.6008070473335037,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.401070533323317,15.590375105102238,12.439360383972442,0.6404007133172733,0.6479038661251177,1.0,0.3130257127153586,16.269293371967898,12.840356976666326,0.5599054089897624,0.5612262270455859,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3131511705503809,16.452340282598897,13.08787130908065,0.5645783331053176,0.5684332129772708,2.0,0.215691284098599,18.69748313506817,15.032981588233332,0.5687789583916962,0.5874294719300154,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4633318812772801,14.906939842374554,11.714016917006507,0.6825629267228788,0.6919473503945061,3.0,0.2264367358050771,16.16621111337991,12.840717972853245,0.5198730545396537,0.509475569059407,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3161196786283062,16.87116174721412,13.364506348819983,0.584171029944301,0.5898821995850412,4.0,0.2077415889777348,16.376881262617147,13.008796871875798,0.4713270170712412,0.4673525918031594,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2379613574329209,17.791398627088704,14.207108463839374,0.5402366276663804,0.5489944232529136,1.0,0.093106751126982,17.512842508611612,13.740356162010285,0.4263163401469524,0.4381572187794415,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2946434145942959,17.202249195576208,13.736512410653717,0.5479607315693127,0.5603575450048829,0.0,0.1669540653805276,16.661524434549396,13.06307344420671,0.4300707609907405,0.4474927365401413,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3437394424880674,16.241015119281393,12.87915257354903,0.5932442970816444,0.6036463838395093,2.0,0.09966329388946,19.2770103139514,15.655380232520583,0.515168198766021,0.5137672392319668,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2975119219714532,16.926661008921066,13.46101682445133,0.5573163392360326,0.5653388659716581,3.0,0.2820344135694552,16.807895998343806,13.320907120134844,0.5339042954234197,0.5438012394867487,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.296425854716315,16.990275826014074,13.517284544466436,0.5497518035202824,0.5570361059404815,4.0,0.2799672588625126,16.581565941925913,13.166933502137775,0.5438073890645221,0.5540256528961388,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.314594459665207,16.979078022489567,13.5013338121464,0.5622217682026738,0.5713668409297057,4.0,0.2431931328908337,16.499368319394442,13.10667970027268,0.5017978519700104,0.5065411600193529,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3405227280556161,16.314692924119864,12.95679900808613,0.5857023593225157,0.5964249520388804,0.0,0.121116441923609,18.95948760610852,15.31952713860406,0.5173548979357536,0.5194470694827694,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3227374191314508,16.536696026830302,13.197550466056605,0.5724235750253572,0.5818765870108168,1.0,0.2522887957803285,17.442975479926663,13.753774174513424,0.5250262143435138,0.5172042940145991,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.311605673401095,16.405818596932065,13.054808492549444,0.5612991331840889,0.5672346171140509,2.0,0.1854861554653257,18.376145923568984,14.657124164605598,0.4728284094557062,0.467671349617878,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3263562570701004,16.10788062903061,12.779909553325997,0.5717629901089859,0.5821215072084548,3.0,0.0961690454711559,19.470660962492698,15.802231571105844,0.4362293704364723,0.4222725888388839,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3101833089349642,16.629247412015566,13.200622136200856,0.5585819106473171,0.5700047908618842,3.0,0.1555820504552997,18.680416195370952,15.109988604651557,0.5066810520382292,0.4983397078262324,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3618299458126717,16.025719235758267,12.715241629390396,0.6135740205542116,0.6279772580110583,2.0,0.2328925641808673,17.879145166220415,14.485151675173372,0.5721365666508922,0.5737219957914024,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3543352330881756,16.53735641099156,13.123330885123988,0.609295291119314,0.6202003068448607,1.0,0.2722145118858183,16.127189416655877,12.90613842591838,0.5370699109974373,0.5380803326490653,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3478819498770533,16.66867649851115,13.308671579486996,0.5920733718370941,0.6037274746890934,0.0,0.2476454102791107,16.005559936705104,12.624973006829984,0.5069753814707274,0.5132378693013573,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3439249575056202,16.310861017763756,13.052622843646224,0.5974092356659232,0.6100983175907226,4.0,0.2689631567018377,17.21616525137606,13.902692103545938,0.5304389638657864,0.527932768252325,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3147029106792852,16.774990431417997,13.38514515420665,0.563916766348254,0.5691277696857728,2.0,0.3127738146545327,16.105767167349953,12.767341546496311,0.5616049597061008,0.5772593824486699,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2998751520167181,16.242466930707867,12.973471977617022,0.5615191048991385,0.5714053492232316,3.0,0.2042057585306887,18.56703499622911,14.894105951376076,0.4583940164201916,0.4459081858349069,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3050821958526393,17.136393568787387,13.530352122701544,0.5596206637571226,0.5727813487869372,4.0,0.274735826298754,16.27107414770994,13.157983008467056,0.5249567781930435,0.5292032469890247,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3734462795545923,15.875410068110083,12.566750866188274,0.6146579929835533,0.6250852435551292,0.0,0.326934056432656,16.446195566914028,13.017377673113788,0.5757962752505139,0.5783055771470412,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3593412641116829,15.719953529923613,12.498241459607234,0.6018702650534806,0.6100391036300994,1.0,0.2869336862978698,17.189988677205186,13.60484000045964,0.5699470049223956,0.5723571149006295,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4337768975840672,15.19534048826285,12.103002312428991,0.6590026853359587,0.6764923887580845,0.0,0.3101301928328328,16.445487588236055,13.110852950120488,0.5789345225242687,0.5834905001689565,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4357136780108382,14.919369015788668,11.84036655590736,0.6635438268609479,0.6771729749665962,4.0,0.3631616744083538,15.975151802607966,12.695794765681285,0.6262486431630321,0.6459627487551012,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4360455418165614,15.05513699919877,11.870899158753517,0.6689412287105327,0.6856340741683179,3.0,0.4065410839735187,15.703286152261963,12.551802338053989,0.6412990798857292,0.6630372466393875,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3950593976419576,15.61292981993772,12.367630569508536,0.6303855461501005,0.6358843755738541,2.0,0.2290729373755077,15.803380352181968,12.509560607515745,0.5055008967175434,0.5069340096401752,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4446036734165959,15.351996008835425,12.204363003138631,0.6695712033264285,0.6829615578937428,1.0,0.3516225517374542,15.19861268888593,12.153963158648946,0.5957425629521189,0.612352149510087,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5392954570158528,13.879048478660415,11.03227524583357,0.7366666225843966,0.7494894659941972,4.0,0.3283867959816957,15.782841073791218,12.375990581805889,0.582533549907311,0.5852042889444384,4.0
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nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4271651519020044,14.915062844300172,11.814270230474284,0.6541401462495564,0.6642704419138166,2.0,0.2662163863710217,18.046488268053743,14.492550849341772,0.6075426401143831,0.5984330282679947,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4437600938322946,14.866181667167904,11.795882410061518,0.6683123656352474,0.6756948048306506,3.0,0.379586663501764,15.750889271502842,12.559215292806927,0.630437966726336,0.6314467128736649,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4458071204247077,14.600172586654734,11.61204090897372,0.6702202005163824,0.6804433975493173,4.0,0.2954731705376536,17.333084197178575,13.991268127100902,0.5821698615991198,0.5871766837879335,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.456787902633292,14.868474849015438,11.833117047907637,0.6780644181889022,0.6830148446402429,0.0,0.3168101480835192,15.461835821966108,12.161290661898526,0.5756811537820923,0.5779046441834839,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4469702370183522,14.829271360924183,11.66293804204436,0.6705550908462168,0.6858777725479703,2.0,0.3700980136943952,16.347979706198895,13.014958823007502,0.6148175044281673,0.6270182789738971,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4636951419053776,14.61470472613695,11.673518354418958,0.682572198248159,0.6983838199713442,1.0,0.3311295939991129,16.551130881893247,13.21227515065078,0.5760808809981389,0.5794158572170762,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2024202829749375,17.740590890623267,14.185556542560803,0.5299392002345351,0.5389995253028537,0.0,0.2332997008673943,18.56044863339192,14.801000337639952,0.5770272718518125,0.6012547340993638,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3367607715066602,16.432025283636694,13.095371941809177,0.5807468383497356,0.5904315844077666,4.0,0.2882675502180615,16.874510462450658,13.37351533552256,0.5369095100702568,0.5321427533598898,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2740854460565671,17.147081262146013,13.64931953292886,0.547116617646646,0.5591878590639324,2.0,0.2556152203656892,17.430519103594335,13.883480510005246,0.5231981623666446,0.5339992545954182,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3138145267993508,16.685119701972507,13.285437446731528,0.5688458488138093,0.5773576655962434,1.0,0.2775430658483855,17.113253401554424,13.46898163532524,0.5383463604419482,0.541699242435911,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3396658592204151,16.290780835941177,12.948977570913751,0.5842132012019795,0.5921620017545187,3.0,0.2779064905938299,17.436847803823653,13.805700641208226,0.5302432416432518,0.537309494703154,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2682786160950945,17.10164244065411,13.650189203100522,0.5639668070437274,0.5725826343998086,4.0,0.2225508111829293,18.250865504670315,14.499218600865744,0.5646554158717797,0.5711300243978187,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2899836469737861,17.153171203146844,13.679632954340056,0.5450917656311212,0.5528541129811255,2.0,0.3128642596764527,15.963356473796305,12.610935898769048,0.5632818058569997,0.5733599213297881,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2857360662730882,16.998640504261424,13.538607757882165,0.5802265163668119,0.5866135518174747,3.0,0.2897705575713516,17.00262100803441,13.571802745238251,0.5656145958484812,0.5775285451075112,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4898636038426776,14.293043357573904,11.240532609405124,0.7143580860247253,0.7232949407620081,0.0,0.3536687242456517,16.609085165437527,13.21352704993982,0.6121727709134338,0.6192261919588147,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2319556863014594,17.56308724467233,13.981849729248674,0.5560071463072155,0.5617291834176767,1.0,0.2823717412471127,17.400105146416,13.883518421502758,0.5872490488227873,0.602791000745697,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3574661060714755,16.15648146647714,12.896273420868312,0.6051218221285033,0.6155942149877812,4.0,0.2610016575763065,17.25820925198839,13.805788041730963,0.5356505289124454,0.5482222013998111,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.373104832714086,15.786205681217035,12.515037660574238,0.6424719998047468,0.6556636304772067,3.0,0.4240615107578939,15.834538246403264,12.722524605268312,0.6690810424749738,0.6814197994554317,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3196746912719898,16.721607655312297,13.330645859431485,0.5767629674155933,0.5875870874862906,0.0,0.2694044336793437,16.71386352546185,13.195879489600411,0.5209429032462962,0.5169555834446494,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4360392578180873,14.968077134271187,11.898699441238051,0.6604179206215612,0.669485612109874,1.0,0.4174091730740256,16.00337731669052,12.668110041363253,0.6482363392894924,0.670653035057761,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.414970504821624,15.399370514128394,12.24443683241817,0.6531326784029778,0.6640984050541549,2.0,0.4005658488432547,15.622252459555602,12.51441921657986,0.6399966711376879,0.6585481292421898,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.491261343029384,14.421621881566614,11.440401540525777,0.7055248889677008,0.718203082313832,0.0,0.3689291911080977,15.754138430043634,12.324230378547323,0.6155571780013418,0.6338799182480569,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3520293132879715,16.175802171819775,12.921226498326789,0.6027861028259146,0.6118978397888576,4.0,0.3329024744423592,16.606043496708736,12.888477102522987,0.5829375766663898,0.5878930526823085,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4576011475550854,14.798532688830257,11.791788256529978,0.6859085166436264,0.6969680520873356,3.0,0.3716548058690145,16.109281094831402,12.612845261499224,0.6198233008768314,0.63997306042284,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4590864349140405,14.75828430553474,11.791296055457892,0.6842450043142032,0.6943585651167813,1.0,0.3908400105859824,15.950560305687596,12.26639228318454,0.6366942762949526,0.6508312817950195,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.337984368953939,16.361336211481177,12.968665560450225,0.6138085623097752,0.6234563364895827,2.0,0.3334744758718563,16.555256165838028,13.33751873597196,0.5968563895016906,0.6036644968904148,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2695415108616791,17.178832048649706,13.651721312613596,0.5300671439612653,0.5378854876847523,2.0,0.2834655235475505,17.187843022773638,13.810787629492488,0.5494911895538783,0.5622081170201605,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2792883960926706,16.976514085258312,13.441962944756437,0.5328453468926818,0.5422861875262637,4.0,0.3023362638740791,17.299793467318164,14.0496213873718,0.5544498946055288,0.5663379311916125,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2136723544299575,18.1718854686599,14.509649527189357,0.5309476567441789,0.541290268088808,3.0,0.2510263822874756,16.147438496819976,12.708873453650456,0.5372331916015854,0.561299349833084,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2628161417090041,17.227379628576813,13.71655931369811,0.5465237291554172,0.5566381746690823,0.0,0.3192842969165794,16.866082617228123,13.380123496349944,0.5989338257718446,0.6030298271518715,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2904025433246235,16.869000169114234,13.4180418505828,0.5468689384917116,0.5566559195509008,1.0,0.2758864087302338,17.51932590299162,13.928564735695169,0.534077734048217,0.5419375685798794,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2855670916973197,16.922806828744537,13.484093358449272,0.5594337478556282,0.5702948776142195,0.0,0.2810078452212212,17.486003399644698,13.946253959435984,0.5479712324205723,0.551826115251522,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3184701708731013,16.795843276546577,13.376816162266277,0.5711131346355992,0.5791203728479689,2.0,0.2873975420433536,16.28443291865671,13.009361822811172,0.5463222352446327,0.5569440883662956,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.277533566822385,17.233169593019884,13.711158610836703,0.5416243857373604,0.5519014809902921,1.0,0.2723067410070278,16.647876184084243,13.188959098156587,0.530423969601784,0.5382906398880283,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2961284842725893,16.93486520890201,13.430464981196778,0.5485813205432242,0.5596410425008697,3.0,0.2719212819557506,17.01989495570061,13.636598791114588,0.5274410770556808,0.5280363660083589,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.312271478079091,16.61817088853213,13.201653633804124,0.5646201538623209,0.5744228891123088,4.0,0.2934453152807821,17.22754480165808,13.783542237458406,0.5434729479210911,0.5519475727054313,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3126959238404115,16.80453482859205,13.398457044194474,0.5611048005576997,0.5735328378374395,4.0,0.2549474589612587,16.938814944362658,13.408401501816488,0.5064648001947066,0.5086142932028707,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3143722344906566,16.53304591337553,13.180926561527205,0.5667984609047236,0.5776284397296669,3.0,0.3609803495751656,16.651401495188146,13.292455655949595,0.6106022414693526,0.6278265275327433,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3061948627949757,16.732523158020875,13.431273162763343,0.5752756512335657,0.5833975489539774,2.0,0.2942937247738394,17.08031595059014,13.385121872199417,0.5555360575473584,0.5837387666513139,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.314477284835515,16.820013509085534,13.34944941346627,0.5626529842537729,0.5743909513511334,1.0,0.2411349428022635,16.93349243629445,13.725207340570144,0.4940792484108112,0.5050287874383755,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.370194756661673,15.824623380486337,12.600662724904351,0.6118639039893773,0.6223137276330002,0.0,0.3259999745201418,17.17912386545773,13.46709218751256,0.5826747579945488,0.5967204345610128,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2553147632861183,17.28760103536698,13.788661226404969,0.5558828491621232,0.5689662361683007,3.0,0.2224051942561822,18.098487928460965,14.346105417008262,0.5463325574509776,0.5444578979934163,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2714585795407674,17.122328056494343,13.60156575730037,0.5463348451445897,0.5567523226021562,2.0,0.2840015581993801,17.30801300029659,13.990315634331091,0.5527875857604844,0.5628444138721389,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4251552272487097,15.132816509227872,11.958136014766742,0.6551434025951135,0.6662272098200454,4.0,0.4429456215988183,15.569579895625589,12.494328531021932,0.6700047289016151,0.6748092792167371,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4419284770261893,15.134941045587205,11.968054468699163,0.6740321370029458,0.6849612183248663,0.0,0.3580197158675747,15.751194225545802,12.83759425049456,0.614203136578076,0.6334731276920813,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.435854246621883,15.256709016102,12.077159765483788,0.6785718614945785,0.6875495945242246,1.0,0.3664582329330993,15.47963961629572,12.372755841855652,0.6251722465599945,0.6362257215186816,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4345502325085962,15.221720679786728,12.0706701907278,0.6695290630043587,0.6842654768896913,4.0,0.3316321364359039,16.119720178160822,12.96818542951419,0.5862815699210463,0.6060779816623254,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4274327212644965,15.430807399572789,12.22502054013446,0.6694361332296191,0.6864255389494517,1.0,0.4396949717160792,14.250580719353575,11.32284228948899,0.6724761590684676,0.6912114706513621,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3393850427398439,16.108092154201483,12.87144084351841,0.6338458733122432,0.6467108881425885,0.0,0.3323734809029255,17.472475807110172,13.592586774786804,0.6191914115718551,0.643716724241534,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4329013898591505,15.242403491186984,12.217650102551614,0.6647016316260151,0.6754476796375048,3.0,0.3517748782394599,15.839242347412029,12.34775860162429,0.6083020794305378,0.6405827562377997,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4357801871464776,15.287691508832326,12.10698005225174,0.6657547001621491,0.6841660299898678,2.0,0.376094409332205,15.227578083680276,12.284950615839705,0.6205268456579548,0.6278227660022612,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5035857373792834,14.01179971130851,11.118788372912569,0.7268889902172502,0.738812592426906,3.0,0.3578767302567924,16.931449249574747,13.431370754006467,0.6308532535543159,0.6508846014284729,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5094553382261944,14.212172050874589,11.264361198837165,0.7175925249986982,0.7321858122908886,0.0,0.3338209326809092,15.942249831068652,12.587112949512624,0.5984465653687358,0.6132939278665587,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4757542076792467,14.600467977704328,11.630874026575553,0.6936647907181756,0.7056727168033285,2.0,0.44153238158095,14.973755045516032,11.794434808801723,0.6680060298485049,0.6871295689107324,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4610562603781747,14.859497397065216,11.787198402385172,0.6954542860141049,0.707750111473034,4.0,0.3367284381004076,16.067376022476033,12.918824009836456,0.5886863685283342,0.5983865154237389,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4804670822541677,14.385562294465457,11.41068820433629,0.6958867293627455,0.7094523649184425,1.0,0.3914449957314635,16.276360685280856,12.94803205576453,0.6284564923981655,0.6429846330897218,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4143921590700635,15.48002629039972,12.3047687540324,0.6444493211345879,0.6617140667960522,4.0,0.4286789331894591,14.94944817866222,11.847656278257016,0.6552588716898122,0.6618488798979998,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4400483950187339,15.114119657971983,12.0079473406245,0.6659990192471599,0.6809693653943106,3.0,0.3634149260483312,15.889282143891185,12.58399309385951,0.6084113062047884,0.6391078056103882,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3936003435746972,15.453833133356468,12.291683328035251,0.6396037965617736,0.6551555175660521,2.0,0.3637884344824986,16.933248392905206,13.562123563162093,0.6406880745723238,0.6515221057190934,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4252423475732779,15.268460016564168,12.12702178955078,0.653553389238283,0.6694587267916048,1.0,0.4113792156352411,15.463357850433615,12.258597423412182,0.6414635709767369,0.6549347955777735,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4479411851888293,15.120981227765943,12.003969024030592,0.669465050182489,0.6882280669335148,0.0,0.3823029175220593,15.146848079525707,11.979970718509376,0.6210092637779385,0.6280120976387767,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4766301632131855,14.535873053079522,11.567157739477476,0.6930492635450005,0.7081332832978668,4.0,0.4070093023118655,15.663424844218182,12.392312639338488,0.6399434706609786,0.6413069524968399,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4567915493881229,14.81067413541014,11.856668166133614,0.6822184294633493,0.6941867058069855,0.0,0.3695204685022102,16.14172114972374,12.598210544350705,0.6180651952580056,0.6462929629283979,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4716282499573333,14.724980644312009,11.696714530101472,0.6885540648288329,0.7006376337309537,1.0,0.3828404628605658,15.44501298459313,12.34839957280414,0.6211858492398782,0.6414293938957446,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4920857779873716,14.415820567086223,11.43713590450336,0.7032450338733764,0.714628456029098,3.0,0.3844666296881317,15.527969147803766,12.214910984431766,0.6230354120240937,0.6467129652561352,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4642933363460354,14.80290010534803,11.761934925854051,0.6885099189347732,0.7018833701578818,2.0,0.4137424774544749,15.131918398736625,11.908184064072346,0.6623655646668593,0.6832293805868587,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.434705149444711,15.220732092768513,12.131035968221552,0.6704564872854606,0.68725575230525,2.0,0.3975288082486331,15.280699717811592,12.07429065625854,0.6342712036561735,0.6400607139991694,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4057611228401009,15.443171548196572,12.399561265881694,0.6605357695627082,0.6743070000025344,4.0,0.3468504439142397,16.62752068378039,12.89781668549212,0.6145163724491423,0.6390883926897205,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4299291974819786,15.269636405664206,12.15182816297046,0.6572933084447697,0.6698511870062208,1.0,0.4201338893073926,15.088290001205634,11.888645059091072,0.6537193842771429,0.680559166149676,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3285094460727177,16.533602791149946,13.160229410598088,0.6461383486907031,0.6597745246808192,0.0,0.4121248080612936,15.283795199785706,12.247070262265304,0.6799368363481695,0.6994301155650491,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3998794712875396,15.626035417283166,12.41183967962976,0.6342666128553724,0.6488348746295173,3.0,0.4119968581941721,15.332116487803011,12.16365765858089,0.6476151038712663,0.665178279178505,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4569087707957479,14.88995756374132,11.805769468763494,0.6801502237371472,0.6945700066548837,3.0,0.4002777392147587,15.395063590513152,12.299997489050092,0.633830968409189,0.6282192576679444,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4620664629815436,14.726715525418332,11.632121205464736,0.6831253945307535,0.6958688101741433,4.0,0.427043041938319,15.429304553924068,12.407315024230709,0.6628222052261206,0.6664719636477451,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4872274792594502,14.357695240507535,11.312365707358232,0.7020993483932267,0.7158815431172115,0.0,0.4145116406635962,15.679484649422292,12.648713899149325,0.6441970965087062,0.6644899659178869,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4178445640034119,15.3957799182838,12.204902438283886,0.6800857790052939,0.6938291819758123,1.0,0.371821933675332,15.851686568544144,12.743535913852016,0.6501496195499048,0.6454018858266777,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4686869000683965,14.568944010449265,11.536139299642764,0.6887892085947273,0.7010483910753115,2.0,0.451421627520524,15.371397644948187,12.083507365160028,0.6774094230983327,0.6902156759443944,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4199084740530497,15.333352732114564,12.184508794475642,0.648291632712036,0.6638508027584656,2.0,0.416252227349304,15.401424434778814,12.33656700981988,0.6458065970343456,0.6560636853245372,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3989703925921747,15.621242373178742,12.380148699056829,0.6418494890876014,0.6513586648482473,1.0,0.3493962969519275,16.2028084406397,13.17384845749341,0.5965352588931099,0.6200323128891725,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4409472541063456,15.103274847459346,12.0633271210972,0.6651198510631128,0.6797068868119597,3.0,0.3915381841595959,15.465920324571902,12.114981294168857,0.631114418931929,0.6558841240329266,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4326685397804162,15.40509836478906,12.302373525428282,0.6657497890713142,0.6798058397796913,4.0,0.3734439559225025,14.87352081160695,11.887616082179692,0.6262695421807165,0.6457803300256162,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4312172939400375,15.298152342614696,12.143054577354292,0.6596308182432875,0.6726810974437986,0.0,0.3543304163187191,15.713372675146395,12.573551681895315,0.6005910412209399,0.621255822361238,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4713566324313439,14.653951895491206,11.63136805458363,0.6880785574172755,0.6988466242912906,4.0,0.3716641953714966,15.908600231181202,12.510838104373631,0.6116249908218396,0.6309983531109773,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4708929679270314,14.572302769274264,11.403040430220967,0.6924381804166393,0.7091790488908077,0.0,0.3859573114291672,16.040955054099495,12.987744456161687,0.6223527388809343,0.6170089071358802,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4817573767461001,14.43109741199994,11.431633954084932,0.6977516120817184,0.7096129778759851,1.0,0.3319328748832294,16.764077448696273,13.335573168154117,0.5797731723112568,0.5947960572634006,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4824764273858506,14.56072520120559,11.533316608615277,0.6961048493044383,0.7065753780691448,3.0,0.3804479836950412,15.426959546841124,12.28540298634596,0.6251510764793802,0.6417949556246113,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4734892911548787,14.567817803192648,11.53385110771748,0.6908320504692724,0.7040350623296782,2.0,0.4011846562686638,15.788342558533197,12.465027417469416,0.6352643954060788,0.642848860047619,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4152196740971345,15.395031949774651,12.224764602386552,0.6474905152949202,0.665113489143747,1.0,0.3991914963452367,15.638254019577673,12.408974973262582,0.6326319120911537,0.649518825580705,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4021282782479857,15.469419290146083,12.251878433815923,0.6441289241583014,0.6611047214410772,3.0,0.369165051231439,16.42248565273727,13.068268888183091,0.6272829852499722,0.6493678540960719,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4057546075632749,15.591365650902269,12.351967867186874,0.6452346395861344,0.6634370628874924,0.0,0.3809994899671478,15.581278584588116,12.63640194488651,0.6240578485187303,0.6308549786200205,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.387468427190521,15.66495779109573,12.472999994822212,0.6247679782948553,0.6396896848548816,4.0,0.3456123148730695,16.683119326710056,13.29504358111095,0.5884926071528487,0.5922793312066087,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.427333599783401,15.09096384908971,12.01880277422829,0.6540046417346309,0.666383048831777,2.0,0.3622477105138625,16.639244407121453,13.095077921235513,0.6137631099609892,0.6419854224262336,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4563665953132557,14.876794043091488,11.756943716720931,0.6878852625908469,0.6972879484636987,0.0,0.3601925331784764,16.00124890969257,12.684762532426497,0.6065783427385714,0.6248082628440504,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4565555463397585,14.614039984391354,11.56208132863964,0.6782453735756075,0.6936976594944919,3.0,0.4063876595880856,16.43989472622033,13.028328260570888,0.639764064955523,0.6515492604353031,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4564141715852342,14.987422021203564,11.898251960185622,0.678447497444902,0.6916323024557676,4.0,0.4348333812662993,14.545027059652842,11.44244385079592,0.6596220510022678,0.682645802870843,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4367435529145473,15.068403824234103,11.922491105577327,0.6662820113289911,0.675997267374364,1.0,0.3761649350262608,16.097988082402765,13.09767375208223,0.6189104034189424,0.6387627478091338,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4543435129547287,14.925507130854507,11.887993747348345,0.6762604149643064,0.6877775739156305,2.0,0.4256774988683679,15.058595225103248,11.7409458050512,0.6566012486164744,0.6644466524202532,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4145684768896041,15.427061960589995,12.307877810559113,0.649279929753327,0.6654094761681997,2.0,0.4002251694592886,15.535483720957878,12.281569655932518,0.6331562117362539,0.643231618842399,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3982381771181597,15.396830554102468,12.27830520590657,0.6333318271405569,0.6447908624921654,3.0,0.3712522491336567,16.85614166659383,13.280549095687553,0.6106257722779393,0.6389476300756289,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4235629728878117,15.385796845063112,12.226427808433082,0.6526231944112433,0.6694155257433063,4.0,0.3206550493604344,16.19184422604103,12.84339283130787,0.5798631480705542,0.5904087680774773,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4195950292456862,15.293229033778797,12.137214590822822,0.6479990466567955,0.6633189133979848,0.0,0.3738879081358067,16.15351333863298,12.851583587583692,0.6118041628621914,0.6365990649876878,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4206458100338617,15.321964315250822,12.222853122505246,0.6487222556257759,0.6628505571096094,1.0,0.4121420603534242,15.482221878055345,12.09007311063539,0.642817196735487,0.6604600021639266,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.431042171089579,15.276260120096586,12.11168966455141,0.6620887328569638,0.6753536911168444,2.0,0.4086197149487046,15.138974594579189,11.947432520360122,0.6450006202355445,0.6568686845889887,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.46440555022066,14.811054663052753,11.760717637716647,0.6841196233247984,0.6953967576422216,1.0,0.339794561404511,16.051746570424033,12.774171388100203,0.5944088169739892,0.6141031216824309,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.466413775077286,14.713365000398689,11.706075044842796,0.6876359401313472,0.698164141936763,3.0,0.3746285584289629,15.913680505219096,12.64806626245318,0.6208264216058632,0.6286705297672893,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4584697566898386,14.824408868065737,11.730255957753004,0.6801568500502714,0.6939996624362789,4.0,0.442458142129664,15.030339721469552,12.071781290313345,0.6767140665146,0.6829196390649845,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4397352275591901,15.175661927754284,12.00676094663174,0.6800032011563424,0.6943339781972764,0.0,0.3663024712453098,15.6057783020715,12.60479873767115,0.6196646359983381,0.6281749956207251,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3438581790813589,16.059670618490912,12.755733747310687,0.5895749391372482,0.6023664453391889,4.0,0.2847849153596585,17.979798363273126,14.3303336641916,0.5375492548028902,0.5348905755122534,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3494002796982188,16.528715158938613,13.188437262292386,0.5943483275851411,0.6030770274022492,3.0,0.2619481165815077,16.000658833514176,12.691877743442364,0.5333448462177863,0.5345360999582408,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3720280630258107,15.991405802485856,12.728191405936194,0.613690128729529,0.6245637500658011,2.0,0.3380742297147057,16.24646738163382,12.8594393176797,0.5819970551204563,0.5889635994723355,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3087437839883975,16.674103225879662,13.284533478018556,0.5679386807581805,0.5756411961338798,0.0,0.2746144477317739,17.444349806324993,13.805632340858992,0.5343624040171369,0.548457430163584,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4154383476423369,15.437713818328454,12.271018746775647,0.6611674256208017,0.6703803696049824,1.0,0.312743017180795,16.532152723629515,12.9941490683536,0.576684266034286,0.5945828679166429,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4455292014303933,15.055565131781483,11.90650772173178,0.67157414999283,0.6797881007696127,0.0,0.2898047983681771,16.714443463900512,13.443980037233958,0.5484770163972637,0.539524207662821,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3249610142828405,16.471218975265028,13.10266635257358,0.5715198880460235,0.5812393380474412,4.0,0.3142540424911835,16.98887433680575,13.527996132305129,0.5619458011203339,0.5708072320403157,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.315043450811151,16.700423308835322,13.272440431491882,0.5639686033686204,0.5750479940988253,2.0,0.3029751236714118,16.686743106118975,13.20732861271611,0.5542744761451057,0.5569078861703552,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3236544629750904,16.55778705854503,13.19877636789356,0.5759776726798255,0.5813161346974698,3.0,0.3006508111827553,16.875495211474895,13.42318456045394,0.5541255837068446,0.5743933183629779,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4066701970071447,15.447807634857952,12.208416976340327,0.643765206053103,0.6530491782040373,1.0,0.3256286500639074,16.811421550361317,13.648278543291758,0.5872053189055431,0.5936730464663378,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3387399804276584,16.466424976119143,13.18310084600375,0.5900238364510949,0.5975548712261796,0.0,0.3220210801835398,16.213863372490284,12.709475901097427,0.5754411324114442,0.5828426009520238,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3751099548219562,15.949189321518658,12.647591813585136,0.6195055520632446,0.6294322881425056,3.0,0.3001779057100612,16.729215025420338,13.415059202688711,0.5545198861044679,0.5708993520038979,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4063324821849861,15.570379622983756,12.371285404313191,0.6404827104494308,0.6497989684094472,2.0,0.3122492415567157,16.4804278709371,13.158355406772944,0.561858371681301,0.5832134949752025,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4181069233525973,15.320670086445066,12.186487921393622,0.6570053745242068,0.6676789336219636,1.0,0.3555904241758156,16.354569599226114,13.004405889000912,0.6158743814878741,0.6328611410965698,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4078063718871632,15.560349280423578,12.389456764750738,0.6436459982104475,0.6522093773105808,4.0,0.3973932369372797,15.226518949072211,11.954794864105098,0.6517128334197669,0.6558390063092565,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.402589244436462,15.65793477930056,12.393799583219318,0.6575752974557252,0.6628327565100183,3.0,0.3317012699614791,16.083079495676216,12.645956838474351,0.5970861581211193,0.6053012477499687,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4263607140323004,15.138775481926618,11.99648682268236,0.6714749735663103,0.6808734435921124,0.0,0.4084171726508188,15.95574029434496,12.729300642602238,0.6608315714209703,0.6708023859022895,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5427798867533498,13.646384692151392,10.751166039788018,0.7440684310117174,0.7536722418099487,2.0,0.3272213571632495,16.381667083058453,13.114770531360016,0.5874884817629202,0.6025981379041033,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3820738190419184,15.814118885637662,12.609603747684115,0.6558102074651635,0.6631492815884003,1.0,0.2628485486034437,17.332000993451476,13.700733443837107,0.5731931344532857,0.5869730394198852,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4323498498686069,14.854797490223511,11.74088441431982,0.6621938544630531,0.6690849856059771,4.0,0.343467452154572,17.628307948637637,14.124617858384372,0.5922500600332181,0.5985521763341743,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3272589994028001,16.488375867359846,13.181621664483623,0.5768073734145877,0.583974271281643,3.0,0.3055160131268962,16.919238609711293,13.056876239855102,0.5533538195089133,0.5656193679130546,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3094974863339599,16.833338289076842,13.405175311718626,0.5787779966659952,0.5888946292050274,0.0,0.2458871882832268,17.027586967767476,13.564007497716831,0.5165004957641963,0.5187204252134182,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3182866406269403,16.628760145201895,13.15533949354314,0.5715036484632068,0.5826670482724744,1.0,0.2673013577709755,17.241565675692627,13.903634780130268,0.5301203575664404,0.5378337404992184,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2801406230511238,17.02266391334877,13.537003425264723,0.5323291770790035,0.5478931477998958,4.0,0.2622619507264025,17.5674833446248,14.11975451653877,0.5143538356635862,0.5108044776840543,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3209224559377034,16.692621124836155,13.25076442532184,0.5706324210025258,0.5824230716390645,2.0,0.2920488501606878,16.554495509255588,13.254311893604418,0.5424137705067696,0.5329096729856692,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3114633226798173,16.613824229678734,13.1817690632092,0.5612187516357281,0.5683775891892322,3.0,0.2983180956860858,17.270857982142527,13.973750893863633,0.5470211552829414,0.5542418024347902,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3182247132834878,16.750969356439356,13.346792575081087,0.5857760892231649,0.5928482984049737,4.0,0.2775158489449321,16.556224934186428,13.34434712256914,0.5783613708841137,0.584602107816939,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2628765053480096,17.282043996235203,13.781358298176665,0.534916749588244,0.5455594498762187,1.0,0.2653282123743352,17.234328189113196,13.908161606023342,0.5209833113142114,0.5352803021102225,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3156065125822407,16.79299753116172,13.357359958835003,0.5655493210754357,0.5767435876874383,0.0,0.222657851075509,17.18454104774966,13.701905340814786,0.4976009139125629,0.4972766523472265,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.30473923370472,16.813516743928886,13.402117569636562,0.5528147498761293,0.5621787048939225,2.0,0.264340357160148,17.1940947201405,13.59846358122649,0.5175326367747997,0.5273408180270234,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3553133839004608,16.208694438074982,12.925283522814285,0.5976255894871165,0.6075835561930361,0.0,0.3241435591735055,16.41024193969721,12.982537477595326,0.5726238951300928,0.5867965209645981,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2880382962016037,17.118312105107112,13.64319121843745,0.5538222381196869,0.5644546325163706,4.0,0.3219340697756793,16.07732947856205,12.8578591978599,0.5789421270549906,0.594514225662431,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3752069888265879,15.996388561734747,12.722813558308813,0.6134782279106321,0.6250691961410877,3.0,0.3674698157797672,15.680253672942971,12.35067745569802,0.6083873703111271,0.6223144542488657,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2908637065567719,16.859761694524728,13.509888595934088,0.5685838535291088,0.5811138774328067,2.0,0.2352878686111781,18.03152974507448,14.377551683967496,0.518216212428951,0.5271830574702482,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3368296972778093,16.24960051478789,13.079171340667802,0.5888445827800064,0.5984575671014539,1.0,0.3046000627690335,17.38180476719102,13.701098948349188,0.5866893638697963,0.6138915879507562,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3070387179260568,16.704322198433793,13.27844277977637,0.5665857176116109,0.5753788590628585,4.0,0.276204880379118,17.38910265918967,14.02582512215822,0.5318292940357388,0.5442479709072324,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4228456435195363,15.23256806130168,12.101658863175498,0.6516811613968347,0.6650999901924975,3.0,0.3364062090907218,16.702054065465795,13.366478357197323,0.5829809497323284,0.5871859189388013,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4433899730747151,15.022348968604984,11.85442614734326,0.6741073136298612,0.6850529843844658,0.0,0.3195445405342227,16.639083417389877,13.375175515320072,0.5767078448332803,0.5646254337933305,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4216695686394458,15.443504774940966,12.364829776636432,0.6502188765776766,0.6602730206496952,1.0,0.3487624933279596,15.691448443205342,12.321254471201955,0.5930556404336961,0.6102341867114125,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3089832173725463,16.650476142103926,13.248809812099584,0.5587518689546653,0.5671326198838286,2.0,0.2812929837659818,17.452543357153175,13.910044452682934,0.5323272991677549,0.5510580905730936,2.0
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random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4207092826773333,15.562045629954357,12.387730226884464,0.6541622281567641,0.6715527442464245,1.0,0.3659191156981392,15.03138109721841,12.085670194900578,0.611880770167309,0.6233790895477567,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3744343157886581,16.061132596874884,12.744622816071104,0.6182231871842617,0.6330644538789746,0.0,0.3504208795223269,15.694429997284592,12.640158994698233,0.5925898027203668,0.5923418332590015,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.408664150911345,15.49564381916885,12.325086885270853,0.6400970971923758,0.6558772287469655,2.0,0.3948039706372337,15.626672290433849,12.37875928368588,0.6301634816557788,0.6311448748330082,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3672668667070626,16.085467845373355,12.836784822517926,0.6106103346263984,0.6237250862408347,3.0,0.2854663486147375,16.75339566654808,13.150636088995284,0.5437298532538795,0.5542584026855408,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4075872363803731,15.490809548553427,12.343015189673416,0.6478463073428092,0.6617068251560908,4.0,0.38160751474566,15.89074999076018,12.614237425062392,0.6266770242493787,0.6484127586577736,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4213999510740979,15.41281335755004,12.2064281173353,0.6548106398713471,0.6630792258212497,1.0,0.3971280164821841,15.261593683082532,12.246696828520347,0.632874558354277,0.6503822587538604,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4550489325007848,14.921984828769965,11.877033885965618,0.6766234248876826,0.6859171914999884,0.0,0.4081714874613371,15.266776623859236,11.960274883945294,0.640548856386579,0.6606744980614436,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4663984177199248,14.63526969990078,11.595311681556211,0.6876774933397591,0.7011034523350127,2.0,0.3975632646284148,15.940277825319145,12.697718539453827,0.6327857149552791,0.6326238901717247,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4523865013787369,14.759756515638395,11.801757351598274,0.6745229939965349,0.6823475648961717,3.0,0.4328441754651592,15.730869926386855,12.22836088094201,0.658848467656602,0.6889983182208448,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4665726500630847,14.714735485773724,11.660263990191384,0.6837446994973545,0.6976145800658423,4.0,0.3786444371246937,15.848489896402889,12.74175055703999,0.6181113178376165,0.6255899470367736,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999990506468,0.0006892325642148,0.0004757989203176,0.99999999971374,0.9999989740301378,4.0,-0.1216491411161413,26.34507118810724,19.58278502016651,0.1223811793572351,0.2251020408163264,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999246322,0.0006385377929065,0.0004427274473152,0.9999999997581764,0.999999224753016,1.0,-0.5927060834270343,27.30519717388765,21.86868767874581,-0.1382108696157685,-0.0778711484593837,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991557776,0.0006707505674825,0.0004709952218187,0.9999999997402528,0.9999992811131532,0.0,-0.7219929262807674,29.027034125454872,24.9447484662456,-0.040036923976613,0.0987903225806451,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993214224,0.0005959945124581,0.0004190156266493,0.9999999998068364,0.999998149085602,2.0,0.0675896415102408,22.78947017575356,16.906137166456745,0.3992348638101509,0.3031712473572938,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991847462,0.000677736654292,0.0004894935997731,0.9999999997633572,1.0,3.0,-0.2046855519281465,22.15872589912431,17.424155008489436,0.1921255276245159,0.2073667881236696,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991538338,0.0006781892293311,0.0005013568584733,0.999999999735846,0.9999986344198571,1.0,-0.1105580361526448,23.71020805855848,18.15886505003899,0.1180167926361654,0.0954923193453127,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992150418,0.0006481468853215,0.0004806046520203,0.9999999997471076,0.9999988828806486,2.0,-0.3875001442521593,26.96866077367956,19.742757994453857,-0.1320412974892989,-0.0828108936407093,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999142676,0.0006543592799208,0.0004656632305821,0.9999999997339748,1.0,3.0,-0.1734791767389369,27.17416627523001,21.546630162778108,-0.0442818504429801,-0.0663624028617244,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991050444,0.0007026229803482,0.0004991726648237,0.9999999997109112,0.9999981018502848,4.0,-0.0341579389898127,19.278816671860863,16.399685599009196,0.2385404298299556,0.1147826086956521,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999238182,0.0006390349730886,0.0004450124502182,0.999999999771956,1.0,0.0,-0.1957011392972245,25.05474117837501,19.671840221881865,0.2160430384572482,0.1692136863785216,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999997311254,0.0012113106218878,0.0008449050615417,0.999999998747215,0.9999977609241713,3.0,-0.1813089397151774,23.46205227169968,19.049696068041253,0.3273549062285594,0.2727272727272727,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980908316,0.0010206378360035,0.0006824032351263,0.9999999991680676,0.9999988828806486,2.0,-0.1744668155663236,23.238737411769,19.389932176122127,0.0947194950796762,0.1703757458474439,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980238212,0.0010180193575432,0.0007141068981537,0.999999999124388,0.9999975830591784,0.0,-0.653820722530208,30.34204682552884,23.59453522759515,-0.1257141846110802,-0.0808440018966334,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999977671004,0.0011141259535285,0.0007704721089281,0.999999998986247,0.9999991623440126,4.0,0.0619728462930767,19.55184290374474,15.22435403481508,0.2984960099193637,0.308502024291498,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978744538,0.0010839507169053,0.0007399226457641,0.999999999022446,0.9999992097482296,1.0,-0.3785864726226606,24.108977962093604,18.02563193851047,0.2018353389782324,0.2216216216216216,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991865348,0.0006844168760193,0.0004810898213444,0.99999999975736,0.999997718139234,4.0,-0.1552032510400591,19.20072175185378,15.501338424682618,0.2165746871078437,0.0450725744843391,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999231512,0.0006490610831919,0.0004713794339085,0.9999999997787116,0.9999991943537084,3.0,-0.4518579008117425,24.923659172184003,20.687532123874973,0.0738280814595723,0.0886676149834044,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992479758,0.0006459662543188,0.0004447617530821,0.9999999997723958,0.9999985350979542,1.0,-0.478936517878155,22.81740079925906,18.68716577768325,-0.0741600945745309,-0.1323313782991202,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993202984,0.0006059246791686,0.0004242950439452,0.9999999997961369,0.999999111071208,2.0,-0.2933955160686468,25.559168522195407,21.42087202162969,0.3605903546014129,0.3971315128433677,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992604516,0.0006368217314391,0.0004273153032574,0.9999999997895808,0.9999989066491584,0.0,-0.324072635026396,25.42932704953297,20.51804048831646,0.2662805844014744,0.1451378809869375,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992516452,0.0006404092359183,0.0004704496914279,0.9999999997651388,0.9999974495228696,3.0,-0.6903732650546355,28.99989802106459,23.23584982273942,0.238466312473655,0.2531597481238699,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991997436,0.0006589212697812,0.0004769915845017,0.999999999721906,0.9999980324107852,4.0,-0.8002605065688702,28.391476229296284,22.167935685377856,0.1728025836455161,0.2451282051282051,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990952668,0.000702326612227,0.0004968304634092,0.9999999997214172,0.9999992675492456,0.0,-0.4313117075282695,24.90291705538764,20.34580306053161,-0.0818763919300087,0.015030703023443,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990705604,0.0006887734085544,0.000494015422088,0.999999999686112,1.0,2.0,-0.0649251595673612,25.56814111669944,20.08540942680545,0.1583658076726217,0.0094076655052264,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999143669,0.000667405400905,0.0004567134741577,0.9999999997375648,0.9999960866698276,1.0,-0.0706350130065631,24.42692279721456,19.93306036758423,0.2805280944398298,0.3028383278748476,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999978419788,0.0010466032506666,0.0006999133183405,0.9999999990313098,0.9999976292428157,4.0,-0.206691545431886,26.18465717317904,20.319355369144013,0.3590210117819042,0.4504504504504505,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980263616,0.0010267760760757,0.0007198273363727,0.9999999991216558,0.9999977657600492,3.0,-0.6772675662172212,29.74238144502238,25.60144558888561,0.2923129961116733,0.2512497984196097,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980334028,0.0010032423974557,0.0007037913004554,0.9999999991316826,0.9999973332112536,0.0,-0.2476558134186302,27.491547941519688,22.872735606602262,0.2030443087663446,0.1806174540150717,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999983119148,0.0009367727476669,0.0006466901055698,0.999999999258458,0.9999999999999998,2.0,-0.1906950907642959,26.079142293516146,19.82650793846617,0.0784834603170271,0.1330943570767807,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980280386,0.0010254394335852,0.0006957178115843,0.9999999991213252,0.9999992675492456,1.0,-0.1743590509930475,24.80858341421897,18.676111392974853,0.0554270597596417,0.1231671554252199,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991371408,0.0006727752621796,0.0004482597852275,0.9999999997303408,0.9999988332362,2.0,-0.4686588224433743,28.459184681528424,22.72583340592817,-0.1215778926271383,-0.0779956348545867,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993315004,0.0006279802234218,0.0004485195875163,0.9999999997876776,0.9999957081944156,3.0,-0.4616729841310445,24.413992149329367,19.92204265356064,0.0606128532867953,0.09237848854272,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992459724,0.0006567898820571,0.0004445541284646,0.9999999997640754,0.999997674257245,0.0,0.0704806249922249,18.05214383111031,13.715235554286409,0.3394882611371309,0.3570278039429826,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993303648,0.0006269046138536,0.0004564989744309,0.9999999997954518,0.9999988332362,1.0,-0.345434477960661,22.793127017814435,18.13464872186833,0.1427029691107165,0.1811688311688312,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999164818,0.0006449389573724,0.0004740368480411,0.9999999997350832,0.9999989522009805,4.0,-0.3152155306112807,28.541933161858104,22.40414096069336,-0.0036722300882531,0.0654501800720288,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992519728,0.0006271662832511,0.0004540259684986,0.9999999997850298,1.0,3.0,-0.0651594805850011,23.8412868918568,18.601316680908205,0.181734602531871,0.1717419253485976,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990364729,0.000689595977334,0.000493577085895,0.9999999996783628,0.9999985886879104,2.0,-0.2107319171204835,29.62722118728709,24.759969624837243,0.1609210606210233,0.2387096774193548,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999291144,0.0006164543474387,0.0004255080065189,0.9999999998019968,0.9999991286158628,0.0,-0.1067430655598267,23.96247278610347,20.12380555687881,0.413970218349911,0.3982925357042206,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999998879661,0.0007248690237146,0.0005415128751565,0.9999999996657404,0.9999986654557902,1.0,-0.0064413220982493,25.330352955935645,19.39459433633773,0.3814982942690846,0.3691168693812797,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990967584,0.0006662123353468,0.0004564752111899,0.9999999997413516,0.9999989740301378,4.0,-0.2179587728032421,27.96414428980731,22.642304647017497,0.2258909247107151,0.240057144393021,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999976522698,0.0011486357666599,0.0007541467074686,0.9999999989322984,0.9999990159025232,2.0,-0.2260646045832464,22.033593421456377,18.79837631550241,0.3134238712775246,0.3726873265494912,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999997482276,0.0011294647687292,0.0007796712165327,0.9999999988810736,0.9999964997045168,3.0,-0.5057227478850757,29.54738260373212,22.928765848333185,0.1447271445579264,0.175036075036075,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999996949774,0.0012789923255054,0.0008814815216998,0.9999999985995952,0.9999993072525464,4.0,-0.2259398766369484,24.487402352423093,19.698035141517376,0.3604861652853288,0.3014778325123152,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999998293935,0.0009993488467791,0.0007112475002512,0.9999999992257592,0.999997614614778,0.0,-0.4192393998335348,23.09885997794065,19.598569781439643,0.2921676768301346,0.3086807928913192,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999997677912,0.0011201670867777,0.0007961894068223,0.9999999989605568,0.9999990159025232,1.0,-0.3229868344447459,25.450692643992195,20.561556347786112,0.0804068012713298,0.1640841813135985,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992214024,0.0006461873463255,0.0004570320925093,0.9999999997692028,0.9999993072525464,1.0,-0.7083701502429509,28.90674015642477,22.697751841051826,0.2360693417660101,0.1886699507389162,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991993516,0.0006570292877218,0.0004690032005306,0.9999999997492778,0.9999992675492456,2.0,-1.23736305703506,33.386266713026174,24.45372547626496,-0.332256699078244,-0.3621700879765395,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993111386,0.0005919156312206,0.0004230169677732,0.9999999998049504,0.9999999999999998,3.0,-0.0184303520082698,24.175015131205235,18.775803962821392,0.288530139656491,0.2484485682929262,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993084,0.0006114393657261,0.0004215193767936,0.999999999809071,0.9999981110530786,4.0,-0.767533193711615,29.85201585602552,23.777907182481552,0.2014293590147386,0.1909090909090909,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999992040232,0.0006462149765938,0.0004320526123042,0.9999999997373694,0.9999990159025232,0.0,-0.2783622971066648,26.598116151015592,20.423092672469764,0.2785690302770304,0.2004047415896917,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992702058,0.0006271359657319,0.0004369871239912,0.999999999792015,0.9999991457018338,3.0,-0.0491600508067417,23.09298112159156,19.43604472732544,0.3911663519316477,0.3206679815219179,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993259222,0.0006005722356201,0.0004382631313871,0.9999999997967832,0.9999992536419476,0.0,-0.1704269275205652,24.63290049210764,18.53409565781102,0.2776645492385657,0.2680705282193036,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992222915,0.0006515734498606,0.0004651446934163,0.9999999997677746,0.9999988332362,4.0,-0.8781748979147974,29.320153479625,24.840212606256653,-0.3125775834700927,-0.3266292682578301,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991825256,0.0006610711322267,0.0004692393855044,0.9999999997518176,0.9999991457018338,2.0,-0.5390942086751931,28.396001363553367,23.1465332775116,0.2575748723497921,0.3589118198874297,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991291842,0.0006609844114058,0.0004578842836266,0.99999999974338,0.9999988073081004,1.0,-0.041230873696628,24.922997047387067,19.126880805151806,0.2793712448700378,0.256596035543404,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999984293164,0.0009177674568304,0.0006274820231703,0.999999999332656,0.9999988828806486,2.0,-0.471753355788306,27.73214799460453,22.26058810539965,0.019980654453494,0.0130626726093426,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978043824,0.001105360685481,0.0007947809855141,0.9999999990097016,0.999999111071208,0.0,-0.2063617151341841,22.061921163895644,18.647752316792804,-0.0098647772219096,-0.0934284093671501,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979270148,0.0010536459743644,0.0007508708812569,0.9999999990607022,0.9999963418136192,1.0,-0.7440335371632152,30.27142687504661,22.913276965492653,0.1543608004376968,0.1755898366606171,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980950928,0.0010153093997863,0.0007084082123029,0.9999999991396868,0.9999987247622476,4.0,-0.0943235578151557,23.075431652352385,18.833681850110075,0.1867033524544654,0.1949736995908825,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999982885016,0.0009126346753348,0.000611801147461,0.9999999992446168,0.9999984639005096,3.0,0.0288830039297471,24.13933181325124,19.437459328494857,0.3120576655522047,0.1438263229308005,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992310276,0.0006211411453833,0.0004485634395052,0.9999999997717152,0.9999981018502848,4.0,-0.2319761641722371,30.310399344844832,23.839560798009234,-0.0149173030893632,-0.0304347826086956,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993287004,0.0006168184982105,0.0004177271525062,0.9999999997807648,0.9999973332112536,2.0,-0.1290977009384124,20.8482845334241,18.15332260131836,0.4486086180742364,0.4431749122392958,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993245996,0.0005937881609007,0.0004357083193903,0.9999999997850104,0.9999969220872555,1.0,-0.6751436063465617,30.55082549435125,22.76206232966209,-0.1108505299247351,-0.0672976351656524,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992724098,0.0006238284717531,0.0004469938839183,0.9999999997804878,0.9999999999999998,0.0,-1.1023827212454145,33.27151036269279,27.653499983378826,0.1762058485043986,0.2431989063568011,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999990503912,0.0006709630629389,0.0004702558308622,0.9999999997022042,0.9999976664710388,3.0,-0.6711449819610256,32.07431649107694,23.995660104924983,-0.1538301668462555,-0.0990638359438923,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99999999913658,0.000683820589896,0.0004963203529257,0.9999999997385212,0.9999983571127572,0.0,-0.1190651812168244,21.70491964336518,17.46411288612767,0.3387009155568581,0.3971111238640741,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991711624,0.0006455774844354,0.0004399342854816,0.99999999974516,0.999998222141626,4.0,-0.2963673826103723,28.359441204411457,21.82662364233108,0.1771739267471388,0.1420468357507495,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990508388,0.000702434613584,0.000502581829791,0.999999999696286,0.9999979480592228,3.0,-0.192018608638711,26.0021575185923,20.18201299706284,0.2528789671537031,0.2415306122448979,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992474098,0.0006420625839673,0.0004323145007409,0.9999999997705156,0.9999989297481322,2.0,-0.4345904203256105,26.510657633806165,21.85112826179056,0.2494908050421061,0.1821308174859238,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992926262,0.0006439567051714,0.0004642807809927,0.99999999975532,0.9999961742818648,1.0,-0.4818006445710505,24.295472944110426,20.184698994523384,0.1298958961667722,0.1566381250851503,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980607956,0.00100094003733,0.0006525115966794,0.9999999991318186,0.9999990159025232,4.0,-0.2824498756944391,27.24981901615204,21.44926959098654,0.228588306583983,0.1961147086031452,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999981849288,0.0009781723595255,0.0006931686401364,0.99999999919533,0.9999984194958348,3.0,-0.968352401529282,32.983488832117935,26.42814720577664,-0.1545397163347304,-0.1268983268983269,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980109576,0.0010383027915798,0.0007194851868901,0.9999999990895048,0.9999990930523728,1.0,-0.2749241426682713,24.24552818416012,20.68591863587845,0.1048025453528015,0.1171851404409543,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999985925214,0.0009150004232014,0.0006612684595302,0.9999999993566566,0.999995606008344,0.0,-0.4513360335536638,23.82054886352345,18.83174772409292,0.1757356894672948,0.1880681818181818,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999978753974,0.0010690215607669,0.000720900444135,0.9999999990614954,0.9999990359861548,2.0,-0.5499012519522624,28.16009170717789,24.013192901611323,0.2233123226537823,0.304841196423065,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991919432,0.0006325947453999,0.0004494887131907,0.9999999997443876,0.9999989740301378,4.0,-0.2104795097871517,27.834663146817416,20.57967333735252,0.1363964942588133,0.1970609256102821,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992905748,0.0006164212943266,0.0004490444983961,0.9999999997847911,0.9999985886879104,0.0,-0.1625420552127772,23.2936729227734,20.22506964111328,0.1039436032945371,0.1043381535038932,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992344556,0.0006397771638793,0.0004474603313287,0.9999999997822532,0.9999990359861548,1.0,0.0211135628550293,22.50429333083128,18.378701613053032,0.29388714850065,0.2468161214901935,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992051236,0.0006473283397817,0.0004522102999397,0.9999999997712036,0.9999993441373586,2.0,-0.3511497410141657,27.1517298116402,22.976434910114,0.2893790769416409,0.2136752136752136,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992982443,0.0006213554069154,0.0004471714414398,0.9999999997784488,0.9999990159025232,3.0,-0.4782724014032706,26.430522485092546,22.25622249035125,-0.0353694470207028,0.0034691104637086,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.99999999905445,0.0007251133051656,0.000531170224183,0.9999999997070924,0.9999990930523728,4.0,-0.4759001145071573,25.64854827744504,20.3490175078636,0.2261999852562103,0.1614315916641498,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991348576,0.0006777228746258,0.0004729938507079,0.9999999996993916,0.9999993672838288,3.0,-0.5917565410665133,28.58869711115621,23.128544057210288,-0.024663780038227,0.1613394254274206,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991387668,0.0006721298706475,0.0004789936625873,0.9999999996942308,0.9999989740301378,2.0,-0.4824315235139063,28.69273700647035,22.17509816072425,0.056830821930383,0.0729591836734693,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991624552,0.0006493680053284,0.0004500089770686,0.999999999749082,0.9999976664710388,1.0,-0.084149840000965,25.514326197468947,19.64402402010831,0.2928175682884041,0.3122655122655123,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990660972,0.0006516679986461,0.0004659149863502,0.9999999997161372,0.99999739111492,0.0,-0.1347198273869703,27.705875955101888,22.57533639907837,0.0951646885711293,0.1063950984444904,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981202424,0.0009267426544591,0.00064829826355,0.9999999991583128,0.9999988073081004,1.0,-0.2338598369163069,28.17780881395886,21.774097929000853,0.2085097443885974,0.1207792207792207,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999986179656,0.0008559347605944,0.0005959818913385,0.9999999994120052,1.0,0.0,-0.4024162593912423,27.19798476922108,21.978980050856062,0.2476654421989341,0.2391810730349124,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999985399072,0.0008903158791917,0.0006148804558644,0.9999999994048306,0.9999989952571112,2.0,-0.6648524094545938,28.78147424968262,25.39350403467814,0.2377592738900645,0.3010204081632653,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981102956,0.0009762636548411,0.0006742319985037,0.9999999991829828,0.9999985001863518,3.0,-0.5045592415375442,29.58022997294738,23.900440791736948,-0.0014406074889071,-0.042354660265108,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999977597336,0.001080296441512,0.00074176812941,0.9999999990050354,0.9999975830591784,4.0,-0.1453695708507592,25.07274823709887,21.168414661304364,0.2524436746019424,0.3225653493900633,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999985106201766,0.0278320972806302,0.0035108171190531,0.9999992555275836,0.9999835493439132,0.0,-0.495886672881481,30.41660385093193,24.084571997324627,-0.2695652494314383,-0.2387475594599836,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999982491122508,0.0315162405057287,0.0043805700404039,0.9999991247348594,0.9999679708748488,3.0,-0.9711720821350274,28.73268136477954,23.333283516305386,0.098111191159198,0.158544646926045,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99895695597666,0.7131874453422092,0.0943253508068264,0.9994783421929578,0.9994585652440124,2.0,-0.3220234850155348,28.026051972671063,21.56551214044744,0.044311251871429,0.0353202726276688,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9991511473417982,0.6486734045229695,0.0748963069915772,0.999575483790138,0.9995472206194944,4.0,-0.3408618123800402,27.93393413567877,23.09772764968872,0.2994359323378837,0.3738449274716395,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999998189380499,0.031395123720013,0.0043149347016303,0.9999990948397052,0.9999673888522732,1.0,-0.3084127392931084,25.394225764365924,21.119151556650795,0.1027737591777852,0.1097542338843607,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9991215540195107,0.6671257073414338,0.0825355111228093,0.999560680679828,0.9995508788010796,3.0,-0.1531997105734508,26.5170368853549,21.51018980026245,0.0489087154172299,0.0303951367781155,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9990772714181864,0.6890044940596439,0.0880174927888089,0.9995385294239982,0.9994476128468536,4.0,-0.1404841310304554,25.277206021849725,20.29607825831363,0.308474801840253,0.3025716647348369,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9990974657557172,0.6741854732708505,0.084284667427658,0.9995486311998651,0.9994659428896394,0.0,-0.299928976899664,28.134556008561034,21.994332668828022,0.0345135879020413,0.065297072332566,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9992141426769062,0.6430179929425948,0.0767572961622668,0.9996069943556488,0.9995931478036852,1.0,0.0123335056354521,23.50416994752408,18.983103507789405,0.3303351221117306,0.3631082929738198,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999983497646762,0.0307057358161876,0.0041552579575685,0.9999991750465412,0.9999703187563592,2.0,-0.6461297347060599,26.579949888832605,21.22471886387578,0.2566515213242347,0.1602881757663707,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999981865923372,0.0306025046144908,0.0043088449162543,0.9999990934727708,0.9999888287653036,2.0,-0.2912871600773399,27.004881650089512,20.851818529524888,0.0444483824447429,0.0408813272403501,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9991875642238776,0.6580489123800061,0.0804086128441061,0.9995936997727644,0.9995418978390188,3.0,0.1688486974268964,20.829703469873948,16.982198071913285,0.5309048423367386,0.4883893022518328,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9990694059629176,0.65364740359848,0.0794228841145834,0.999534594824608,0.9995697571261196,1.0,-0.1944155657074533,29.15947668034566,23.7608711660476,0.2464558428960402,0.3063895306594948,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9992116851512756,0.679019070314917,0.0858636331901274,0.999605765038326,0.9994984108903578,0.0,-0.6684282373977479,23.735329301719865,19.2423137146572,-0.0520081300368731,-0.0718432510885341,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999093945405696,0.6741857073477934,0.0844567795340892,0.999546870234072,0.999477716252378,4.0,-0.2708535565110785,27.62057701568256,20.55009291555368,0.0023834346602781,-0.0097287268967636,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991027219214912,0.6941657262919758,0.0894148340440333,0.9995512605583314,0.9995689688185274,0.0,-0.228200858156448,25.2266141379189,20.20984949273578,0.4148301018245484,0.3075192144714924,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9992136317070776,0.6671258457967362,0.0826010926564533,0.9996067387782848,0.9995348028744784,3.0,-0.3979649499963023,23.419788192706108,19.40412896315257,0.1981023494194003,0.1701088284611586,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991799642218654,0.6342337693741873,0.0716562700571502,0.9995898982779974,0.9996051758537592,1.0,-0.3079768578855819,29.836546773728152,25.02312434803356,-0.0794929419353648,-0.114982869959402,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9992425606339485,0.6368842429848152,0.0753583328633367,0.9996212088648484,0.9996478324202432,4.0,-0.1685771822298143,24.600643376934663,18.05325385374181,0.3825939842641102,0.3799847211611917,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991830620797544,0.6430179517472906,0.0767139779367754,0.9995914477584248,0.9995327245875576,2.0,-0.431604059393381,30.32709969570328,22.87820519524652,0.100940951703917,0.0220509782225384,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9991578020091122,0.671807372362312,0.0837304553179668,0.9995788125122048,0.9994823864729924,2.0,-0.4470408455885624,26.889668049641127,22.064860839843742,0.2903624353072222,0.2475028812908182,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9990957526247352,0.6814741633793021,0.0861440277099605,0.9995477742273692,0.9995821803363132,3.0,-0.5271707569944519,29.786678635356427,22.80058232484041,-0.0582958498430571,-0.0522223069299382,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999982595480432,0.0300602011808099,0.0040192815992565,0.9999991299347069,0.9999919620447756,4.0,-0.9125970608141252,32.97841036838686,24.698892364501955,-0.2188532023777023,-0.1512782936604077,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9992118648708416,0.6493325356499189,0.0782534754903688,0.9996058549915964,0.9995292807054016,1.0,-0.0307875643896335,22.64125133235108,18.9116192779541,0.1075149999249025,0.0454033771106941,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999123019370024,0.696790103093411,0.0900372927116625,0.999561413723406,0.9993490814752396,0.0,0.021321898042663,21.774363274940896,18.078694033304853,0.3817617122943739,0.2294280276413081,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999982468367274,0.0317633529999754,0.004547873208689,0.9999991235694908,0.9999650602301536,3.0,-0.9387207727946528,28.337116761147605,24.40666984558105,0.1424722687221846,0.1372664322587355,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999984215574608,0.0294590105378342,0.0040276631673178,0.99999921088563,0.9999768877810828,4.0,-0.2969850934257987,24.410178672202782,19.838163604736327,0.0929171632928022,0.0012155591612036,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991084187646634,0.6718074735647231,0.0837808001880915,0.9995541101163689,0.9996510820130406,2.0,-1.0204685543230632,33.77698273586944,26.078546496582025,-0.1702060068692766,-0.1564945978391356,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991697053566158,0.6648218126599774,0.0822388673979657,0.9995847667218248,0.999545345399722,1.0,-0.3491633515861332,26.78452604783197,20.298468567868497,0.3530436202867574,0.2856151711378353,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999982142670938,0.0301688440780057,0.0041545601157872,0.9999991072964268,0.9999743506881844,0.0,-0.2498751270945027,26.79795398689691,20.77838781707141,0.1181572648992228,0.0831143651894221,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9991772669806428,0.6536470678152796,0.0792720845540361,0.9995885490504935,0.9995866464586662,3.0,-0.509077343511745,28.87667663061865,23.30242167881557,0.1670583259718638,0.2097885098452313,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9989095976457129,0.7014168171690562,0.0874949070857122,0.9994546503776588,0.999451035658102,2.0,0.0096246979966881,25.72787742614608,19.61988868590324,0.3515501729953588,0.3867084702959569,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9989153190001586,0.7331187866810607,0.0955421736260421,0.999457512589357,0.9992842874387108,4.0,-0.306106623141793,27.312472885123743,20.70385015513799,0.0182645625125997,0.0780741403607085,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992435265539404,0.6625407117603487,0.0814535355241329,0.9996216919277682,0.9995517316178456,1.0,-0.3616613499541934,22.548871725681263,18.54618527619736,0.0294644717302216,0.012704677917786,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999982229932072,0.0325251612762038,0.0046610272415285,0.9999991117036108,0.9999580810184772,0.0,-0.4545433709292434,24.10157722031376,19.43572172855985,0.0176529886173937,0.061584274219923,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9990288982301954,0.6934610233960599,0.0855525884413181,0.9995143314618752,0.9993853342277018,2.0,-0.0159547023257318,24.672139426615853,18.275317020739536,0.2910500831513993,0.3046216338962506,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999983328035654,0.0310451267407528,0.004238633897569,0.9999991665876152,0.9999682956243552,3.0,-0.9779680591501284,28.28055116879538,23.3675451981394,0.2018442627221841,0.224307243676385,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999984221951088,0.0296518288222295,0.0039224521533861,0.9999992112792296,0.9999759380477342,4.0,-0.5363488331014588,26.195300161452582,20.459243337457828,0.0039700787016056,0.0607512863585022,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999983109735104,0.0312788257971981,0.0043160064238352,0.9999991556818716,0.9999872475688129,0.0,-1.586165638495991,32.36418986174125,27.30840774406821,0.0334347631056882,0.0491832023355052,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9991481846144546,0.6759021456670561,0.0812703857421873,0.999574001787364,0.9993680421771712,1.0,0.080040287833617,21.8852186995526,17.803355695284328,0.4206790887388432,0.3272354705171078,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9993005159088696,0.6188568948433937,0.0685503012834195,0.9996501968995816,0.9996592436757638,3.0,-0.2058824314044989,21.6078483769432,17.475564505004883,0.2009882928465372,0.2111944643798934,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9991757179748404,0.6536473613847988,0.0794217071533201,0.9995877741742334,0.9995101991475548,4.0,-0.2231769273026349,26.677027504336408,20.38559381575812,0.3469952203152182,0.3700672554898306,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9991610632018288,0.6423656433296772,0.073674593033329,0.99958044378407,0.9995730062627982,0.0,-0.5367337390749554,30.96163506472944,24.955133988663952,0.1912459879244926,0.2030703577747807,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9991422467898092,0.6580491126865361,0.0805317734383246,0.9995710315550326,0.9996529529084516,2.0,-0.1339291224060617,26.635211673388163,20.29231650439176,0.1587489300137943,0.1533474277660324,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9990840234589102,0.6915711199662014,0.088905136336142,0.9995419069803186,0.9994887704086504,1.0,-0.1411994049513072,24.99647450446387,20.11722666641761,0.4613799491213122,0.3782761166482097,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992790077153504,0.6176385045032041,0.0708344064440046,0.999639439026332,0.9995577301371266,3.0,-0.6665210034812263,27.65035610978708,22.83230544726053,-0.1445771626724313,-0.2191304347826086,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992283517869897,0.6551712535909949,0.0764596255513642,0.999614101690763,0.999600942501256,4.0,-0.3414472595700191,24.05669038660378,19.71872148380724,0.2160995716590937,0.2072038063749259,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999984361007178,0.0293555169504625,0.0038388496045242,0.9999992182193282,0.9999773439448574,1.0,-0.2133189490716804,23.509130286213736,18.63603974691252,-0.0049638986782124,0.0733481424102692,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9990603622011024,0.7075936620691974,0.0927973955869672,0.999530070917739,0.9995221786406122,2.0,-0.1795994314025801,24.988005802441485,20.72041103482246,0.3481387979192177,0.2177476590581285,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9991386922563504,0.6967901056651068,0.0900421304413763,0.9995692535594524,0.9994690891169165,0.0,-0.527790242383978,26.14681951808712,20.965848829905195,-0.1034209024129152,-0.0529884131466885,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99892903015239,0.7300577901705418,0.0947713387807209,0.9994643719253878,0.9993020324398656,4.0,-0.5398577311923483,29.45046842516128,23.65784660127428,0.1943203726515364,0.2523997106202926,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999981343952362,0.0315174790918187,0.0044072490430055,0.99999906740389,0.9999893236249496,2.0,-0.5805783206120101,29.01575560888387,21.492445807535137,0.0031745769685813,0.0524868452548698,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9990844464684828,0.6987344912936302,0.0868072754372166,0.9995421186013772,0.999411464040809,0.0,-0.4537283943084893,27.641072430986387,22.157785085459224,0.1820172241463012,0.2192284302307937,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9991961579128305,0.6765890474372034,0.0849349953787669,0.9995979983623822,0.9995222043768556,1.0,0.0444076390979367,19.470928701665787,14.944129389249358,0.3723896828971455,0.3711340207030968,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9991591367557838,0.6558368657923439,0.0798177025302142,0.999579480143672,0.9995147819198248,3.0,-0.5093837526792961,29.979563630945584,22.5115579933344,0.1552492913323241,0.0857746904258532,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9989600748102896,0.6934612866636085,0.085722264454777,0.9994799022850422,0.9995868211274038,0.0,-0.1750795455181082,26.61507778872736,21.012027135299427,0.2584491702677425,0.3027805783575453,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999978670796,0.0010184067105825,0.0006985378265379,0.9999999990700676,0.9999964219200336,1.0,-0.1911107666872922,27.004512718023527,21.849091539382933,0.1626989411482277,0.1908814383014432,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999984541025216,0.0297559918507295,0.0040665731624679,0.9999992271819736,0.9999773326155328,2.0,-0.8793496651965969,25.5598913728728,21.90898910861545,0.11580146574952,0.2019170593012118,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9992017834798208,0.6558371154149419,0.0799452537178192,0.999600812220424,0.999509340221725,3.0,-0.5793926555289222,28.30043855318357,22.831951748160428,0.4094405131288119,0.4247961340984596,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9992509263232716,0.6558372780008204,0.0800093570171585,0.9996253931605704,0.9994921077166978,4.0,-0.5090818381234874,21.705366323505725,18.28486360949139,-0.0669859807430777,-0.1180912111144669,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991634623991088,0.6309226376244537,0.0739361875545905,0.999581643921402,0.9996038926357528,0.0,0.0568229428279954,27.45912485865356,20.43107484386813,0.3423574630280255,0.342741935483871,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999189647599546,0.6602832514343906,0.0808736923113969,0.9995947418960406,0.999489038892992,1.0,0.2207052558547009,20.011740119004937,17.12571682230632,0.4916949766918474,0.5009387663707714,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9989775216564996,0.6759021953731907,0.0812904063633512,0.9994886303491548,0.999562657992191,3.0,-0.1847144910411042,28.271558888100984,22.19290115503164,0.2164930037390404,0.1765208112600976,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991394668252072,0.6625406574432486,0.0814488789806625,0.9995696409918036,0.9995247400294042,4.0,-0.7872803528266139,32.68237385394256,24.71214503246805,-0.1403972663574564,-0.0074622263336416,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999998227854864,0.0313977743684875,0.0043891259395713,0.9999991141524278,0.9999817377806186,2.0,-0.117603815874874,23.168431062275648,18.754864042917884,0.3222678657402887,0.2136486149370154,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9990933533540988,0.6735010987042291,0.0807175342749194,0.9995465740980588,0.999569758058474,4.0,-0.0627148596781026,25.446676277260785,18.35347869573855,0.3094408785515913,0.2975180434707949,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9990078356880456,0.6883050333319715,0.0842393697102865,0.9995037949709286,0.99940615332537,3.0,-0.499446469764998,30.278371670544427,24.466693020201568,0.288798027401647,0.3226486037763188,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999146739778186,0.6648213829902174,0.082035961282664,0.9995732790605756,0.9994735065550812,2.0,-0.418507487283666,28.617624258181333,21.868830891061336,-0.0203981271222916,-0.1067329652667683,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9991723897672088,0.6514791204339451,0.0787533892701,0.9995861094434726,0.9995965482660164,0.0,0.2080542743918271,21.76095867025516,17.769235339281035,0.4594283310247644,0.5359118433586421,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999983632780082,0.0299559902877687,0.0039893788304818,0.9999991818137564,0.9999753975030352,1.0,-0.3191591630200325,24.40448510644497,20.760359130210063,0.1894007826983892,0.1616605476088214,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999065498461922,0.6883055839102089,0.0845052676730685,0.9995326400998702,0.9995146803108972,0.0,-0.1838604420158269,26.40960698215572,20.63084962945236,0.2457536222567718,0.2573650949334162,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999125513583524,0.6718082457967224,0.0841051918352149,0.9995626613214276,0.9994687633927928,1.0,-0.0458107651825019,24.020438897207928,18.060887927246096,0.2788849412512161,0.1903961584633853,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999250675999445,0.6465501801234396,0.0745128766228167,0.9996252679538564,0.9995577170830104,2.0,-0.994458141809382,28.44076253690661,22.44796032440968,0.032135079379128,0.0395769017157493,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9992008209611326,0.6493336582210733,0.0786608083624584,0.9996003308327432,0.9995369690093868,4.0,-0.598773995470929,29.68518089008268,23.30593666267395,0.377975560796179,0.2337711069418387,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9992292869478564,0.6472081473221474,0.0781961767657907,0.9996145694022632,0.9995761448277942,3.0,-0.1913246577483187,23.694430309698788,19.20943003140963,0.1445084729717516,0.023280530421029,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992052355503934,0.6671256999767502,0.0825426456663341,0.9996025389233304,0.9994604506297275,2.0,-0.3711163741418288,23.909108538637312,19.650534149805704,0.2668916273251121,0.2612896222318714,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9991077552378688,0.6664486340104371,0.0790789079666138,0.9995537782967424,0.9995488693102546,0.0,-0.1448806955226853,26.632269095983684,20.75660143693288,0.2736779525095191,0.2823101561994188,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9990556666758084,0.6994445385823632,0.0907194513219003,0.9995277219784416,0.9996076432204593,1.0,-0.5831820822398683,29.809865541408648,22.30550851915703,0.0091355077698698,-0.0194077207826546,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992512270209082,0.655836949471575,0.0798509334077769,0.999625543640835,0.9994993633207452,4.0,-0.7240444705968281,25.676202136953023,18.913042114612672,0.1105710803040873,0.0533071579583207,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9991350563040862,0.6648213417684028,0.0819992196970971,0.9995674348272529,0.9994685865800074,3.0,0.0078584315076368,24.080353702492527,20.307589715186587,0.4148862711015904,0.1630481917943049,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999108158252019,0.6741854718611813,0.0842946143184149,0.9995539798542434,0.999457379690305,1.0,-0.4219675119847188,28.36441481139116,23.076898688522043,0.2774394816025364,0.2706396073002014,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.99915035673206,0.6694543336908857,0.0831478033532624,0.9995750883232436,0.9995331825159028,2.0,-0.3482891573950128,27.15305445447204,19.91632854850925,0.156758618810398,0.1243909283804857,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9991641265951284,0.6551711150393611,0.0763893552434522,0.9995819761277216,0.999638127076759,3.0,-0.2112504334323171,26.509071198608293,20.295420610294787,0.228711671639105,0.2020766484551382,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999998230721935,0.0308179039042676,0.0042072485485214,0.9999991155517703,0.9999719976197976,4.0,-0.2241375404286081,24.88167917998099,19.372625697742805,0.108922549438207,0.0818557333418397,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999980458748516,0.0317592752354837,0.004445544693821,0.9999990231450168,0.9999650602301536,0.0,-0.34041297180769,27.46548522873504,20.883664862012104,-0.0385950776649893,-0.0052324604580273,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9992366214304114,0.63890964486285,0.0760034597603377,0.999618238057606,0.9995317495511308,4.0,0.153031721849248,21.02723332103921,17.550661307198663,0.4562713658674182,0.3624649859943977,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9990962059086216,0.6765891990547168,0.0850630117143902,0.9995480009749536,0.9995112708385548,3.0,-0.4751411157495353,29.780618536032257,22.18108825977032,-0.2838688380674075,-0.2051654215581643,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9992224541254506,0.6602838783807056,0.0811685372696441,0.9996111516888416,0.9996014310702428,0.0,0.0243915982586898,20.06328212013469,15.374087817721897,0.3323431063226831,0.3541501976284585,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999981458317296,0.0315203497083097,0.004501309576835,0.9999990730771442,0.9999893236249496,1.0,-0.6683319387191702,29.552646148801166,21.842178536086784,-0.0429635354374374,0.007059850077958,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9991629099319804,0.6741860525537579,0.0845530056784339,0.999581367572932,0.9994648720616126,2.0,-0.4640448129527632,27.1379491450528,21.47889774098116,0.0784061931168874,0.0139366515837104,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9537268960852576,5.011661359176494,1.6455493353481951,0.97658942088592,0.9741325524080524,4.0,-0.5504869839843807,27.80185194107857,22.755908438499937,0.1315050119569411,0.1389780585623403,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9320892573315108,6.045321365950129,2.0927168284449085,0.965447698218495,0.9645708966788364,3.0,-0.4979389231074447,27.694251905313248,22.42464324951172,0.1674106528784199,0.1885101358351106,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9058609887891406,6.345513286713639,2.1610741337201063,0.9517672983290372,0.958372147112062,2.0,-0.7146869962340883,33.8369523580954,26.765310088611034,-0.0471439098801286,-0.0786175168349795,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.976214414893544,3.4538041952407887,1.292374645091869,0.9880356348493488,0.9797747740739534,1.0,-0.3143551300241309,27.63715950347954,21.46576140554328,0.2190149100226761,0.2297781331672606,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9564701441845632,4.77815893979653,1.2407677025265162,0.977992916731732,0.9767358909961286,0.0,-0.8830185272246107,32.324108137504695,25.18007213433583,-0.1028344676944658,-0.127520970788089,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9525371386459984,4.981999640943595,1.5541605956572342,0.975980091789354,0.9736466910268452,1.0,-0.5169398706692894,28.5190783602806,22.459343723361776,0.2743389006156307,0.3182509148156843,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9362545054993868,5.919226520065195,1.66980318561677,0.9676024526907172,0.9691717717564988,0.0,-0.6271672473771157,28.33855690725385,21.67753909167121,-0.0011451487515134,-0.0043138827049436,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9464621742041126,5.2594669668355785,1.7818403311336737,0.9728628757870554,0.9698522938883246,3.0,-2.4120416335819024,42.52997720671647,36.12549327361277,0.2195984951262011,0.2071831160711219,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9432571834677128,5.181739152315646,1.5987616805525018,0.971214283565692,0.9707393968914648,4.0,-0.1835801582908742,27.92772932687579,21.31014731802592,0.2534972819979806,0.2822043194803998,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9559777737824836,4.655501173964361,1.6244472748378538,0.977741159428158,0.9702714463810844,2.0,-0.2968697382547869,30.68804322941416,24.54828668305368,-0.1004923700724886,-0.1631288673964062,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9356644130396748,5.414730044269462,1.8621125051710337,0.9672974796266448,0.9667152971478212,0.0,-0.582210856647563,31.556790068452155,26.459451858202613,0.1127673989786318,0.1102486164351989,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9398426835951194,5.4574590032177,1.7549143673391905,0.9694548388934956,0.9680007920425392,1.0,-0.2595834984961056,27.660432212877435,21.771975440979,0.157988607101512,0.1479379963152118,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9786480842723924,3.347312571485665,1.1854124026231363,0.9892664379635454,0.9821840213356886,2.0,-0.6411790327807771,30.16858687776733,22.73057038269043,0.1722820852278153,0.1664065325957001,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9261312884824812,6.149332857651078,2.073990965237583,0.9623571528750604,0.9647374268546196,3.0,-1.4993111176475296,38.08171132416109,29.73881518970836,-0.1294979143801599,-0.0121249306535621,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9469223512724916,5.213166951612656,1.7180997551812065,0.9730993537866476,0.9688936180323297,4.0,-0.244943234168619,26.911961433124404,22.15627111117045,0.3158659222920056,0.3112667292458754,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9684280942575948,4.23823367906941,1.319656179723605,0.9840874429237874,0.9792344688892944,0.0,-0.5684842321930526,24.31125141107056,19.27803738555908,-0.0917137194005843,-0.1246248052219109,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.938816219213972,5.670495263165063,1.598044521360469,0.9689252914877722,0.969660335074164,2.0,-0.6253318259369804,29.85173544261983,23.29314223337981,0.1350450914175874,-0.0070754036164077,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.966709227734286,4.253591814148936,1.330834734761123,0.9832137248490967,0.9775094264371744,3.0,-0.4220574456486121,24.985890074321524,20.525408606435736,-0.0235223954018298,-0.1109627793049988,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.95777520040912,4.705724904692231,1.6599755169795112,0.978659900802369,0.9708630373772736,4.0,-1.197358135887152,35.202248013254625,29.94746661292182,0.10410813581065,0.1558759183977238,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9381897704608596,5.376245906471775,1.7670708794902557,0.9686019675199103,0.9712738956839608,1.0,-0.9980732448306788,35.45123282802327,27.1594407207561,-0.0729198928449343,-0.1079603235472212,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9478717190521744,5.127132129664027,1.6933715758708692,0.97358703775679,0.9709192025562374,0.0,-0.2581006224280948,27.047499942109983,19.806260464575978,0.099374167233959,0.1173978969244,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.950864299266015,5.409118589390422,1.3560136795043949,0.975122710316667,0.9749405181964332,4.0,-1.2779776380482342,30.179461171522725,24.42389435824225,-0.1704633619146152,-0.235396368676347,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9357080938997452,5.861404598634337,1.966183457808061,0.9673200580975624,0.9668510012729766,1.0,-0.4221004024435466,27.324324630460268,21.21770361047042,0.1276667291857311,0.0090864316680409,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9478084912345096,5.472669997890189,1.6125546836853026,0.97355456564725,0.9694925824944226,3.0,-1.2047503924594354,28.69560471658673,21.8420948047638,-0.2530545624205483,-0.2616612207386212,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9360653142330092,5.889045152319772,1.9511408916272608,0.9675046848164732,0.966761352794163,2.0,-0.2194107465841714,24.4865816146882,20.090267623901365,0.0624549223734302,0.0295538774798891,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9472029727563536,5.300606222070378,1.721397305468579,0.973243532585176,0.9725610257581914,0.0,-0.6393061131548412,29.30549652968715,22.653234192205936,0.1439310709786694,0.1304691689409514,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9497146119430278,5.334743150096398,1.4018273782410078,0.9745330231536536,0.9721110696326128,4.0,-1.8119114135037249,31.73170433375624,26.9305014676826,-0.1057842717464436,-0.1105614942485793,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9538052671849506,4.77042153552385,1.6269166291335533,0.9766295450812968,0.9687160790116064,3.0,-0.3564194755894598,29.802389909883345,23.605641206781915,0.0183056510557115,-0.0385193769721236,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.977963403847362,3.4331381170521293,1.2503604250307432,0.988920322902142,0.9803917983343028,2.0,-1.1651902026088274,33.77917300055187,24.62973010682224,0.26910765090849,0.292127185123249,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.95988657494275,4.561871017124027,1.56364817240152,0.9797380142530768,0.9713850404419708,1.0,-0.2918035740488947,28.230348332524425,21.519779648414023,-0.1727704212195456,-0.1764404197440513,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9734794164074092,3.827945290818009,1.0035679387682266,0.9866506055492446,0.9813935239708104,2.0,-0.5130363895848058,25.35270328709616,22.00514190923972,-0.0273827941322406,-0.0880579651596852,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9694538770099028,4.096279292871031,1.1721601345959831,0.9846084897559488,0.9745022525161036,0.0,-0.5627101260133693,27.000517410267403,22.13357235499791,-0.1528164942193245,-0.1955905002075337,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.945228970564616,5.562729815111905,1.5132399883409482,0.9722288680546128,0.9686545065587786,4.0,-0.5007106389503628,24.797330030278832,20.20808619828658,0.1583964350465241,0.2666716437465686,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.970104449339404,4.101684826292657,1.209364980061849,0.9849388053249966,0.9748047889501192,3.0,-0.9052802278486562,28.124206297526225,22.26093305496942,0.0706505763276387,0.1152443487057047,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9687642914669842,4.173258699012256,1.3176572487571023,0.9842582448317476,0.9781789437205084,1.0,-0.8088984794029288,28.5731804034192,21.87593631617228,-0.0655995586046924,-0.0807348138458168,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9596639965407912,4.671284173741099,1.159037979571489,0.9796244165254332,0.975628282332826,1.0,-0.6876981873865187,29.378623621698186,23.485278461803084,0.0032963235022211,-0.0626037396500173,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9578250628095498,4.708356967800315,1.5779278192441326,0.9786853753405568,0.9724541002146404,2.0,-0.4623669789691202,28.129483239884166,22.62084961367325,0.0602523435763583,-0.0250970596812192,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9471316935653684,5.283779232718578,1.7478147672455886,0.973206912496228,0.9723129520951824,0.0,-0.4011585724352764,26.884708111049672,20.12188069445021,0.2852982628603367,0.2387300199397301,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.939833295097274,5.68078068350927,1.9034438023286708,0.9694499966729792,0.9661526793758224,4.0,-0.5884010183256512,28.260503197366507,21.29747296766801,-0.0385873361977515,-0.0220276766761861,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9357994521577424,5.439673539966915,1.8648715752615057,0.9673672794388578,0.9677429495902348,3.0,-1.1366063209924326,37.23566653738734,28.76112182159424,-0.1348691932647744,-0.180076807247943,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9403705896353396,5.7663853451867855,1.9320977978706355,0.9697270701919096,0.9662936245008276,1.0,-0.1176774558789477,19.695097093290705,16.858908817768096,0.4013928487811189,0.2007700803824284,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9380033816972766,5.390611843489251,1.7943388211977236,0.9685057473936234,0.9666462496486556,2.0,-0.3304171604149044,29.4975263976284,22.60219493632414,0.145267324043502,0.0677672044079827,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9630293228362306,4.475432398768967,1.4547024381613427,0.981340574791923,0.9734494965950932,0.0,-0.8225709208707082,25.97654683449743,20.47768292370964,-0.1845888236622529,-0.202322738386308,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9622776060519868,4.637556185509172,1.1426414780651064,0.9809574949001694,0.9766764565224832,3.0,-0.8923916621852503,28.41287461511796,23.213909003779573,-0.0364959358387663,-0.0916129044174415,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9445972510335984,5.280048173690446,1.7139498245956113,0.971903931964588,0.9677639366345158,4.0,-0.3906407058691921,29.08940353938859,20.877646124196605,0.067178596770134,0.2089563533876783,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.943729953093778,5.4776906790701805,1.9208763750225093,0.971457643912376,0.9681947296328418,2.0,-0.2998336566753732,25.9697060189246,21.236288736380786,0.2078386834266544,0.2450614381431163,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9354768173090506,5.716366809937224,1.6910940384690778,0.967200505775732,0.967736139305972,0.0,-0.4092456972237774,28.96464545446992,21.88020206104625,0.0058093856414266,-0.0034640783409395,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9707291216739548,3.8716129891787054,1.4212847921150882,0.9852558666342128,0.9752931688008348,4.0,-0.5487943198806362,30.46618497760065,26.13936836751302,0.2722492296270675,0.3328501807787296,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9439748058260512,5.530064990008484,1.8072489924430848,0.9715836593316356,0.9682712683360816,1.0,-0.4389570078903695,25.14740696613353,20.247606256008147,0.1755363406600376,0.1882676475263849,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9206406373992276,6.223630660214226,2.053424661231764,0.9595002024837688,0.9630392984203588,3.0,-0.0475483560989542,25.52957628805509,21.32535871887207,0.2184108846849684,0.110864098563863,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.954532045964126,4.844331268440966,1.719993276253021,0.9770015593057229,0.9701411171149268,1.0,-0.0876950216544807,24.94673558887975,19.889515838623048,0.1566289112055165,0.1454809393330597,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9337224818375476,5.851467383334435,1.8864968265760813,0.9662931660594704,0.96533674227077,4.0,-0.8172061709112588,32.77636740543761,26.544654589397148,-0.350033180390155,-0.4011501400441203,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9387074841389192,5.679892802344798,1.846415219655851,0.968869178695423,0.968002546576873,3.0,-0.6837831756802712,30.90280776993648,24.27710843767439,-0.0601754585615928,0.1094990459861897,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9740159645548782,3.706529738211845,1.3338689366093388,0.9869224718967916,0.9760673882002756,2.0,-0.6201281014664171,29.75610563216483,25.547241035461425,0.0292645550643558,-0.004005786358717,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9346357540184684,5.5789198723804505,1.9615519827383536,0.9667656153295592,0.9669744886668924,0.0,-1.0731441539448765,35.5883895102048,27.52946468420196,-0.1200524932186528,-0.1859176208550021,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9171654592181916,6.471262888498074,2.1993001156165954,0.9576875588611108,0.95939394959624,2.0,-0.3474034258452467,27.917616346050583,21.39275276620047,0.1401026282809309,0.0217060367985733,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9515340266107288,4.986250651397811,1.4165361181188512,0.975466056598038,0.9746203354827916,1.0,-0.3452276345191531,27.35626779686732,21.56229596188194,0.0814230945972714,0.0902048497144542,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9263021840608494,5.931211711067848,2.0314397194154794,0.9624459386726416,0.9643093661537876,4.0,-0.6881665230438447,34.78770820341559,28.039296268772432,-0.1301848900506027,-0.1903971560505202,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9417854977054032,5.64855959837332,1.7499262061086638,0.970456335381226,0.9653099428638772,3.0,-0.4933943608332249,25.60125318502348,20.266874155680338,-0.0522434149206092,-0.0389379368250651,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9545112696904544,4.817767016256339,1.641795333002655,0.9769909266580978,0.9688422077222688,0.0,-0.2585083846300828,27.22041746329788,21.3275282913208,0.118251129429127,-0.0194034870656373,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9433110968628642,5.733954541754839,1.6820521679361355,0.9712420387839952,0.965844394765889,2.0,-0.6558498844790335,26.04162008836476,21.35723509991755,-0.1263070163728383,-0.1818806864416379,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9358868865807308,5.881016738686771,1.806254065806472,0.96741247030448,0.9659021004639208,1.0,-0.532201727303178,28.19064367982419,21.19014448899489,0.219319588517253,0.1457470441580834,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9549757267261996,4.731567929885098,1.2898798029581702,0.977228595414008,0.97623416133159,4.0,-0.7774753072704619,33.31838311835697,25.546815205528624,-0.154626406776817,-0.1831003113192191,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9340209123017448,5.882286077525694,1.94538554798473,0.9664475741800522,0.96422152350152,0.0,-0.3490543025421941,27.59784031309278,21.61292529658268,0.1010360993190632,0.0212311904365486,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9676558526790964,4.260804650957923,1.4100998998369492,0.9836950002660036,0.9757272266061818,3.0,-0.2631698620483198,23.883533783199347,17.45008771162767,0.3854029571299451,0.3215780082758916,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9687626498820996,3.967222729826729,1.4922491411481589,0.9842574108017148,0.9734322177732694,3.0,0.0373034261122842,24.031384490790074,18.87322376691378,0.3271537484681201,0.3442696456947106,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9374200666885516,5.886772866707479,1.9379237766972293,0.968204558822472,0.969358489197316,4.0,-0.6512039993419634,28.17996384529925,21.52169281541256,0.2883577451597061,0.2523985500274721,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9463935538295296,5.604537128108013,1.5466912304913554,0.9728276078648956,0.9682671882967748,0.0,-1.251062779073966,29.01528328821406,24.25255026834053,-0.1788317201535091,-0.1823515123961228,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9333630167959664,6.061435344157079,2.0991353146235148,0.9661071460420404,0.966068265482792,1.0,-1.5726725256476275,34.91824244309217,27.665210232734683,-0.0299365092017954,-0.135598741435316,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9372442702271168,5.775881219989199,1.668460749457864,0.9681137697121992,0.9692901111585434,2.0,-0.6674903091418996,29.8356524722338,24.156466687066217,-0.0114885426280595,0.0421786614540468,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9624330597448884,4.4994039405099935,1.461869026086269,0.9810367273618524,0.9731224178802692,0.0,-0.8429807004761698,29.41160721849828,24.88305799908108,-0.063593440895734,-0.069289733398702,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.943201365733024,5.294708036213226,1.4033185241096895,0.971185547125874,0.9715327725377918,1.0,-0.4966865172639236,31.737889529154707,25.84789858245849,0.0552312371591843,-0.0778830846285756,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.947833939010699,5.4150063474228025,1.6917916239224946,0.9735676351233642,0.9701857592094344,2.0,-0.909376534264918,26.87649058724628,21.90200690375434,-0.1688909138397362,-0.1022010563235282,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9394189408757818,5.647338079627829,1.7268387603759765,0.9692362674833948,0.9677377341333376,4.0,-0.6057601416355529,29.52938391336154,22.159430921282084,0.0501692383014587,0.0553415095243549,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.946530460844887,5.348281533784887,1.7124880853360582,0.972897970901035,0.9712143505506134,3.0,-0.5692497943362174,28.7090307995138,22.225709307583887,0.288944511413793,0.2745508341081712,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9659840105939482,4.312631668374378,1.463897318158831,0.9828448562956842,0.9756603056715384,3.0,-0.5759033064082117,26.29115213407096,20.653854888112924,-0.1206938002592739,-0.079474556059119,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.958793519972808,4.5754841575344205,1.184240788124703,0.9791800247817825,0.976649508510536,4.0,-0.3916667075265088,28.97865660805096,23.339492059187457,0.0124189145233604,-0.0248114476541895,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9462576099571312,5.269850770966393,1.7405331542968747,0.9727577348967752,0.9699368495714228,1.0,-0.4891424674859552,28.722283214019686,23.53644300551641,0.1300506775031354,0.0992016878165934,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9387236095733266,5.722669077879521,1.8469874336736665,0.9688775003676612,0.968644116152914,0.0,-0.7365636441725865,30.103357030094497,23.02017462964329,0.0698740568910752,0.1388194504956944,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9398188268489596,5.5599799550684725,1.554540955530454,0.9694425346638702,0.9686171454141242,2.0,-0.2521007706224334,27.051666619023194,21.878783252550207,0.1365948176975795,0.066868177965512,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9628211587286154,4.430189223999237,1.4698296503137656,0.9812345080360806,0.977979821278862,0.0,-0.5296909582590059,28.8290285238094,22.40782287329958,0.1581845535136762,0.1336423465902212,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9336841098635856,5.836276760488648,1.9718838442288908,0.9662733106354768,0.9676228878199592,4.0,-0.3353491963460868,27.33174002869828,21.817281368022066,0.2701697661148584,0.2752813397887033,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9355715359494856,5.863695601743652,1.8196436736008208,0.9672494700473095,0.96391368577321,3.0,-0.593536186447249,28.84717582626527,23.19390693502224,0.0300553908796665,-0.0526254929647667,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9472021714036248,5.495514928357446,1.5404353602402874,0.973243120866621,0.9712885987864012,2.0,-0.8831411003835494,25.472271866166107,20.310580696953668,-0.1799286551576134,-0.1434407354899099,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.96229166141346,4.463374616670432,1.4919075413754108,0.9809646590927914,0.9773156804940616,1.0,-0.2614393081323158,26.110313101298985,19.82955671924656,0.1064472629443636,0.1579501122097706,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9331298049588,6.092878420061803,2.0887588119506835,0.9659864420020892,0.9646330283630586,1.0,-0.145405176591945,23.04803127517731,18.692409501647948,0.2430072183858475,0.1381131897837363,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9525198277591996,4.868637557511615,1.666351234930025,0.9759712233319624,0.96740535363613,0.0,-0.264718132333388,27.673968917686903,21.72494055262151,0.1448351525051349,0.0736693553777186,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9537564711789986,4.880151907502772,1.5298104025188248,0.97660456292705,0.9756939995421025,2.0,-0.5698540982769393,29.667849644135345,22.501241811752315,0.0893049695983357,0.2043631301828297,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9344936305071428,6.127410757355252,1.7739424609263006,0.9666921081334704,0.9672380680880028,3.0,-0.3777669963614374,25.616212923975844,20.86350320379418,0.1684751613617011,0.0720196895203403,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9401028353102984,5.6078856653540825,1.671329609462193,0.9695890040438232,0.9694075585011308,4.0,-0.1572241491445696,25.27689071704633,19.741465329390305,0.2564210129896507,0.2756147551030004,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993918948,0.0005953988555533,0.0004172575318961,0.999999999823196,0.999999178556716,1.0,-0.8055147622088212,23.599392806161195,19.101522028069745,0.013901098338202,0.0101761680709049,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993048968,0.0006383619969734,0.0004470562625239,0.999999999787015,0.999999178556716,4.0,-0.5822073889223944,22.009278187825068,17.11760590804251,-0.0006516691653238,0.0296531349162928,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99999999927759,0.0006298881441916,0.0004508635285612,0.9999999997748544,0.9999983571127572,3.0,-0.2241541707202783,23.66639024691384,19.327785546152214,0.2159635732362275,0.1417004048582996,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999991543458,0.0006583153708808,0.0004608600170579,0.9999999997360394,0.9999983571127572,2.0,0.1852955590542931,22.27448628276517,15.666023234317176,0.4319940428404817,0.4784987416566364,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993133514,0.0006102434689305,0.0004400535682575,0.999999999791699,0.9999983571127572,0.0,-0.3901500700020262,25.672127272054936,18.414988092121323,0.0689245080452077,0.1290075500601816,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999106105,0.0006963031711152,0.0004950114658898,0.9999999997130238,0.999999178556716,3.0,-0.4906842858073339,26.98277811050246,19.95055768665514,-0.0680047120813521,-0.0260436614713832,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992179162,0.0006355066425457,0.0004587748143578,0.9999999997504616,0.9999983571127572,0.0,-0.3006542661360776,27.15357281234408,21.90532480741801,0.1245703469361173,0.1596454754349491,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992221976,0.000649840243207,0.0004494065123719,0.9999999997398504,0.999999178556716,1.0,-0.3301452921020198,25.26449793763056,20.94164082175807,0.1703153446556237,0.1666484298063245,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991694396,0.0006615344608231,0.000466504282765,0.9999999997628988,0.9999983571127572,2.0,-0.0664030628066172,24.29115188505697,18.8521707474558,0.1630611631019932,0.2611883138198927,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992648247,0.0006436350319619,0.0004337375194995,0.9999999997709654,0.9999983571127572,4.0,-0.2002431617971201,22.09240615969,18.31711398877596,0.2153346222382044,0.1613962140277929,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998229465,0.0009808669250842,0.0007045671537323,0.9999999992092464,0.9999983571127572,1.0,-0.0002969693938785,22.099376525741693,18.82942625949257,0.3104926533698161,0.2434887283869555,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979303932,0.0010267063948848,0.0007070467069552,0.9999999990654612,0.9999975356681235,0.0,-0.123596027310826,26.060647008088345,19.74044726321572,0.2109338303911571,0.1390742969690338,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999984506616,0.0008888876243021,0.0006170485855696,0.9999999992958576,0.9999983571127572,2.0,-0.4352481509609152,29.92632165833831,22.49722592404014,0.1837089624737976,0.2156691104059525,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998267779,0.0009993202939962,0.0006727050186752,0.999999999233494,0.9999983571127572,3.0,-1.4310935966087823,29.327680440446827,22.95360469215794,-0.0962466173850441,0.0030639601731039,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979877828,0.0010358363760898,0.0006839752197262,0.9999999991341166,1.0,4.0,-0.1264250977880336,24.342847149899963,18.75641450580797,0.1617352350416628,0.3152423678739468,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992579878,0.0006306553130465,0.0004424157080708,0.999999999760428,0.999999178556716,4.0,0.1743849206252197,20.66413224589741,17.139711285641315,0.459436771662072,0.3933906007967337,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991467176,0.0006376353646042,0.0004357825935661,0.9999999997502672,0.9999983571127572,0.0,-0.0740905740733837,28.4094890200418,23.36825241490415,0.2209819003349637,0.2287996498522814,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992315356,0.0006675377321513,0.0004590894030285,0.999999999777734,0.999999178556716,3.0,-2.197964131010021,32.606405472108754,22.450740788108423,0.1155286328394472,0.2892490032670377,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994168688,0.0005848194306756,0.0004166848318914,0.9999999998289816,0.9999983571127572,2.0,-0.925865554706157,22.59886355031129,17.419360052409925,0.0035994128430161,0.1465229525637904,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991872162,0.0006307697752253,0.0004347952310139,0.999999999760778,0.9999983571127572,1.0,0.1993676977251104,23.693300837869,15.706300030758506,0.4770639778305389,0.5699748331327279,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999006334,0.0007000264182673,0.0005006775298674,0.9999999996781191,0.999999178556716,1.0,0.1013713378796454,24.81469777148795,18.96629220862138,0.3904432574519318,0.3480687164897691,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992239592,0.0006404412161427,0.0004757165289541,0.9999999997447764,0.9999983571127572,3.0,-0.6170379999191196,29.61403079369134,25.67097405283075,0.1242703801543948,0.2139183718131086,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999991629676,0.0007051155764272,0.0005161186317342,0.9999999996784132,0.999999178556716,0.0,-0.7536341912776077,21.784607827681214,16.951487414711398,0.4368290115602184,0.4929423350475981,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990036976,0.0007091721455663,0.0005170054249949,0.999999999659736,0.9999983571127572,4.0,-0.1661542205543658,27.140096245268897,20.938209929215283,0.2606779200176021,0.386147280884123,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992111326,0.0006424120919486,0.0004485628202362,0.9999999997567176,0.9999983571127572,2.0,0.0901530493426459,22.47605918992461,16.712857653969213,0.4023644608923148,0.3896487580698107,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999977618158,0.001114656435765,0.000766776939491,0.9999999989844232,0.9999975356681235,0.0,-0.2456626216826232,23.39446797019614,18.50064098358154,0.245591911457178,0.1519859940912572,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999974283774,0.0011747878940145,0.0008092399696248,0.9999999988668952,0.9999975356681235,4.0,0.3806907975657427,17.83815397789981,14.40735858515689,0.6272808732901396,0.5721632563737826,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999981153056,0.0009795295786417,0.0006521343875237,0.9999999991815758,0.999999178556716,3.0,0.0178648967980961,24.823990337810724,19.150539135180026,0.2726062689433924,0.2656891178677245,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999985220844,0.0008837743350647,0.0006196128547963,0.9999999993232352,0.9999975356681235,2.0,0.1304687525403067,21.84808350339718,17.157420808892503,0.4723192227990396,0.4822190611664296,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999976270876,0.0011650996791528,0.000764067513602,0.9999999989369602,0.9999983571127572,1.0,0.1384763211564612,17.909859065388243,14.397267281381705,0.5273126714301631,0.4126272021008863,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992130092,0.0006376691251077,0.000449536311162,0.9999999997708622,0.9999983571127572,4.0,-0.3498410131137002,28.3762571033171,22.10861999310945,0.1275377386906938,0.1134697450486924,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999324947,0.0006031501736897,0.0004209498616006,0.999999999814164,0.999999178556716,3.0,-0.1321809611598268,23.9044515709766,19.32316451424047,0.2032239360772686,0.0268096515146591,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999991672331,0.0006608442194097,0.000471969703575,0.9999999997428224,0.9999983571127572,1.0,-0.3427054885040219,27.18605131806424,21.418232913770176,-0.0316472473144449,-0.0305285042127147,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999390242,0.0005769208338714,0.0004034894472591,0.9999999998238808,0.9999983571127572,0.0,-0.0183905844596392,22.072466394197622,17.650888370714686,0.4025111244754257,0.379363168836853,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993043928,0.0006032484294965,0.0004365950745418,0.9999999997924344,0.9999983571127572,2.0,-0.1399642877981357,25.49991784649456,21.352121519791453,0.2425767637138486,0.1471714629609366,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999336982,0.0005825688575945,0.0004125213623046,0.9999999998011672,0.9999983571127572,1.0,-0.0223069125685684,25.099979657393515,18.42236854954769,0.3131274558221155,0.4001531896268738,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990974042,0.0006993053420782,0.000514782992276,0.9999999996926564,0.9999983571127572,0.0,-0.3791959472659227,25.56447192422336,20.253109118812965,0.0899559372997854,0.1121628277654108,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999282607,0.0006349177387869,0.0004422056520138,0.999999999791782,0.999999178556716,4.0,0.1973143574291147,17.722533169074723,13.78446135470742,0.5027355305993255,0.4909727541306488,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993543373,0.0005989947553383,0.0004136107803937,0.999999999809674,0.9999983571127572,2.0,0.2413498911928602,18.18245053771361,14.220589348642449,0.5744732475972599,0.4439216544479702,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999233066,0.0006504580203311,0.0004480986161666,0.9999999997585052,0.999999178556716,3.0,-0.3039073190691761,24.12091079129457,19.51636586038689,0.0673002364854215,0.057008425429478,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.99999999750707,0.0011407485056967,0.0007517093807067,0.9999999988446018,0.9999975356681235,0.0,-0.1589819736968067,25.80558593953148,18.62864488702072,0.1897081829629387,0.2749753802385381,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999986694535,0.0008366756272614,0.0005983184219955,0.9999999993824336,0.9999983571127572,1.0,-0.0673648219338201,24.373999739838816,18.5836094926533,0.2947472381176541,0.3233395338658496,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999983696948,0.0009656438775865,0.0006769348739027,0.9999999992574682,0.9999983571127572,2.0,-0.1718470110674512,20.54673589834841,17.063301763032612,0.2630678626933188,0.276288434183171,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999983688098,0.0009458058620525,0.0006728075696277,0.9999999993080588,0.999999178556716,3.0,-0.4086067495043268,25.619896422219544,19.74101021214535,0.1577137466584222,0.2349272349272349,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999971804208,0.0012550841088511,0.0008035625110968,0.9999999987792256,0.999999178556716,4.0,0.103593073619382,19.378750962870885,14.599123631527547,0.4987868084780704,0.5481205895384811,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993448352,0.000597317522978,0.0004185272811293,0.9999999998133878,0.9999975356681235,2.0,-0.2887203480519407,24.52966661164905,19.144356436478468,0.2460690730143981,0.0806433964328701,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999261701,0.0006107728501208,0.0004185684005933,0.9999999997935276,0.9999975356681235,1.0,-0.2873805255335024,26.75795049016852,21.7137070585552,0.3342947515656462,0.4310099573257468,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993005488,0.0005903463674536,0.0004240120231331,0.9999999998301464,0.999999178556716,0.0,-0.0523458073603897,26.34496672296953,19.033502458271222,0.2710885096960645,0.3162444607239389,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999990354104,0.0006729959704531,0.0004715505822911,0.9999999997174436,0.9999975356681235,3.0,-0.032559180109341,28.160508674650977,21.122319894087944,0.1936857064488479,0.2287996498522814,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993854256,0.0005885112483024,0.0004207125577057,0.999999999819279,0.9999983571127572,4.0,-0.3080943950289656,22.875869762315137,19.64683308852346,0.1605242737401468,0.1268191268191268,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991894184,0.0006592391255593,0.0004843630109513,0.9999999997265934,0.999999178556716,3.0,0.1809760213090843,20.420451018567107,16.795520061693693,0.4951269187441411,0.3169931064667907,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999990448564,0.0006742699904649,0.0004614515428417,0.999999999702286,0.999999178556716,2.0,-0.0953674292654125,28.17620157480526,20.63954161794562,0.2246710514077725,0.2266112266112266,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999989494696,0.0007408748291543,0.0005315567611097,0.9999999996218952,0.999999178556716,1.0,-0.246723367531876,26.6862237944225,20.46173600447805,0.1980102284298616,0.2452128241601925,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999243391,0.0006513074318528,0.0004824764697583,0.999999999752232,0.9999983571127572,0.0,-0.7683369931033721,27.05220622260215,19.38126804151033,0.2030654382567988,0.2237785197856246,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999991029856,0.0006591158558624,0.0004472296578544,0.999999999703492,0.9999975356681235,4.0,-0.0845758249884218,27.128475082104075,20.043611357839485,0.3150694106613279,0.2410548200021884,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980250328,0.0010515344446078,0.0007149738460387,0.9999999990944944,0.9999983571127572,0.0,-0.2386159546854958,22.82712370904361,17.784773268448685,0.2185243353783685,0.1145639566692198,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999980230072,0.0010347141990212,0.0006972419441519,0.9999999991218874,0.999999178556716,1.0,0.0896711474682059,20.976798621290463,16.982439404537804,0.436373207269401,0.2723492723492723,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999979794072,0.0009955463409497,0.0006821481283608,0.9999999991086366,0.9999975356681235,4.0,-0.1309880061218706,26.990051347092844,20.58651382446289,0.3926576367149801,0.3099901520954152,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999988693332,0.0007975074238812,0.0005479852255289,0.9999999994883038,0.9999983571127572,2.0,-0.3889792792281985,23.47152751126074,19.874814491271973,0.0682996026774747,0.0732027574132837,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999984302108,0.0009202515665946,0.0006336955281044,0.999999999301906,0.9999975356681235,3.0,-0.662906239722292,28.88622437466353,22.331037443060627,-0.0662188698860312,-0.0355618776671408,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992230506,0.0006442989638982,0.0004540242777237,0.9999999997691716,0.9999975356681235,0.0,0.0571464806120626,22.181069111916702,16.566189621373226,0.3437157305106637,0.3804573804573804,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993256866,0.0006041550823115,0.0004183751886539,0.9999999998126612,1.0,1.0,-0.2791972332850492,25.21387057507531,19.795127406873203,0.1396048950366929,0.1515483094430463,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992097268,0.0006542411420519,0.0004678919408223,0.9999999997603236,0.999999178556716,3.0,-0.6702647531392358,28.76207206832728,20.95502790149889,0.2876820688100785,0.2565926250136776,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993349727,0.0005890573444006,0.0004111609520848,0.9999999998113224,0.9999983571127572,2.0,-0.0395031596522041,24.461681568150805,19.662769285503188,0.3038025141608125,0.2172010066746908,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999992012192,0.0006572834526933,0.0004416111537386,0.9999999997637355,0.9999983571127572,4.0,0.2546060476823548,19.18509267607348,14.771247998287803,0.5189916126249139,0.5518109202319729,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999989840828,0.0007063406594662,0.0004997956907595,0.9999999996883392,0.9999975356681235,4.0,-0.1790135816376146,26.24887336971633,20.064018044722705,0.3528857648061546,0.2460881934566145,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992059134,0.0006617755789968,0.0004813632717375,0.9999999997653068,0.999999178556716,2.0,-0.3164890089226397,23.75557941050528,18.338647258156225,0.2111040864777308,0.2778203304519094,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992568684,0.00063764797118,0.0004428709946669,0.99999999978006,0.9999983571127572,3.0,-0.2299283331390889,23.222745484733338,18.206603935643248,0.2240235800876882,0.1314148156253419,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999990912988,0.0006654460485364,0.0004690844052796,0.9999999996806396,0.9999975356681235,1.0,-0.3597623182094951,30.6641796111224,22.50450677570544,0.0858439999349859,0.1338220811905022,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992026624,0.0006464550515819,0.0004468362981619,0.9999999997384228,0.9999983571127572,0.0,0.0973762080522567,22.53687566692768,17.958174334074325,0.3641938402721039,0.471495787285261,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980139244,0.0010382825823278,0.0006945805735401,0.9999999990911724,0.9999975356681235,1.0,0.1653283443254197,20.07384395580291,15.476895346390572,0.4952412785776086,0.5448079658605974,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999982460104,0.0009969265732537,0.0006987935846501,0.9999999992102444,0.999999178556716,0.0,-0.4114008612776647,23.53723872034624,17.446571741606057,0.2394938944522417,0.2876682350366561,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999980239084,0.0010416057273389,0.0007119384369291,0.999999999115545,0.9999983571127572,3.0,-0.2377603230958469,23.95102032460414,18.89419828515303,0.2470029622672009,0.258124521282416,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999985268304,0.0009034530554293,0.0006254136717165,0.9999999993302164,0.9999975356681235,2.0,-0.1396436237521274,22.524089311005365,17.85568938606664,0.2119065868466543,0.185468869679396,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999983639912,0.0009621430952467,0.0006468007471652,0.9999999992767166,0.9999975356681235,4.0,0.1896695994636967,17.22419962242177,13.901331712823165,0.5077687678700722,0.4141590983696246,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999147862,0.0006478553535103,0.0004593262115079,0.9999999997511502,0.9999983571127572,2.0,-0.018428109868968,26.53950939609001,19.238490875645684,0.2668016721601776,0.1948790896159317,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992252416,0.000648870050426,0.0004393332345143,0.9999999997620416,0.9999983571127572,0.0,-0.2515169683546863,24.72275773561484,20.57540762851113,0.1941150897330394,0.1703687493161177,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992735688,0.000617984642787,0.0004263701996244,0.9999999997828342,0.9999975356681235,3.0,0.1473566417362477,21.49809144102533,16.722300790485583,0.4626295026458723,0.4005908742750848,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992660424,0.0006376143872452,0.000450411709872,0.999999999781753,0.9999975356681235,1.0,-0.3464158607657028,24.188878187055906,17.715071858857804,0.0952180262986809,0.2224532224532224,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999352786,0.0005829363366385,0.0004134750366209,0.9999999997915198,0.9999983571127572,4.0,-0.488984967059316,28.789297097557483,21.055750246549906,0.1126155753732854,0.2686289528394791,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992199144,0.0006419914685943,0.0004567555018831,0.999999999761222,0.9999975356681235,0.0,-0.2509709339363934,26.20428045645622,19.61532266114888,0.1973333252371766,0.1040595251121567,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992639832,0.0006290637229811,0.0004537438727045,0.999999999763466,0.9999983571127572,3.0,-0.6291287387330957,27.208199060850667,21.77098814914101,0.1052784262817405,0.0399387241492504,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999990924974,0.0006841774517035,0.0004651532854353,0.999999999694259,0.9999983571127572,1.0,-0.127766547003836,25.77312030350088,19.87347170578806,0.1943079375367453,0.2338330233067075,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992342676,0.0006299742268679,0.000449299502682,0.9999999997473824,0.9999983571127572,2.0,-0.5137387227415209,29.6278860690934,23.68137791884573,-0.0597011703357143,0.0053616369405843,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999991571912,0.0006805829131156,0.0004817482093708,0.9999999997364692,0.9999983571127572,4.0,-0.3224949594999802,23.83552196511884,17.515705965945596,0.2102450856135514,0.23952292373345,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999982317792,0.000970389141128,0.0006607234013544,0.9999999992212044,0.9999975356681235,4.0,-0.1145038185573159,23.722567905095488,18.75912475585937,0.3434230207547516,0.3550716708611445,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981675802,0.001033126724521,0.000690778261655,0.999999999159886,0.999999178556716,0.0,-0.4316709486632288,21.69356771685479,18.06821521759033,0.1389469271459146,0.0983696246854141,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999981772836,0.0010314518666951,0.0007161702738177,0.9999999992025984,0.9999975356681235,1.0,-0.7508977221238318,23.718148901829974,18.672533942774724,0.0278072889966145,0.0626983258562206,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999987708004,0.0008351152385453,0.0005796264053937,0.9999999994743286,0.9999983571127572,2.0,0.0570781014979748,19.204998216830543,15.842498895745525,0.4051748155867899,0.3862778361091711,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999969988128,0.0012416242366066,0.0008506551965489,0.9999999986894352,0.999999178556716,3.0,0.2385104526770688,21.305525892184225,16.518661322342723,0.4945972166586154,0.3918371813108655,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999987896376,0.0007834242027784,0.0005166645793171,0.9999999996254776,0.9999975356681235,4.0,-0.3954550470858766,29.505587374382003,22.26183363261976,-0.0377216196619103,-0.0012036327825801,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992788191985704,0.6444474238210874,0.0739007315697606,0.9996393447022992,0.999566277411596,3.0,-1.5849819711287778,25.83368263385333,19.004203820479542,0.0756807066134807,0.2200459568880621,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992271780281644,0.6451023137619792,0.0772111704442405,0.9996135145264708,0.999649242421468,0.0,0.0304191953531615,22.180738945667848,17.974715369375126,0.4324205981035789,0.5301455301455302,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999984848894384,0.0290684594188125,0.0037695946631494,0.9999992426465456,0.9999884997798528,1.0,-0.0774889367392916,21.49436835309923,16.51794962832802,0.314984165307941,0.3242149031622716,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9991228322804389,0.645102277826035,0.0772002034373095,0.999561320116094,0.9996180274612876,2.0,-0.1595372834137955,28.450496055910023,22.054178537067617,0.176519556292515,0.1561439982492614,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999998427188722,0.0290693074706584,0.0038098565634191,0.9999992138063628,0.9999786424145596,2.0,0.0488672942545104,22.06583908048318,17.88703029431795,0.4145430897302727,0.4358244884560673,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999112754886924,0.6451023048855549,0.0772182315975038,0.9995562792194876,0.999466881338309,1.0,-0.0908428327109416,28.21207038133756,22.688064494885896,0.181811469751896,0.1911587701061385,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9992450348137606,0.6444474795519075,0.0739367864039033,0.9996224463172596,0.9995243833621336,0.0,-0.1106113918696718,22.518388394278247,17.97827977632221,0.2788858523529502,0.1554874712769449,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9991478607533648,0.6444474422519214,0.0739216693035968,0.9995738397562474,0.9995597058572264,4.0,-0.3038567805742656,30.54500767036032,22.21768399088006,0.065566967723449,0.1443265127475654,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9992066110663912,0.6451023605793356,0.0772544028542257,0.9996032270318608,0.9993387367986896,3.0,0.1251370539571344,21.793895169084703,16.944381906609784,0.5058248962710133,0.4482985009300799,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999133214607952,0.6451028048372782,0.07747368552468,0.9995665135369288,0.9996188492203658,2.0,-0.0143148632670577,27.227379022508,20.55495340849224,0.3301781373265525,0.184275318982392,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99920895973381,0.6444479166773617,0.0741220865621195,0.9996044017915549,0.9995243833621336,0.0,-0.1801462974098793,25.72101156632693,18.71882193113628,0.1199894999281141,0.2026590800210155,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9991918074293812,0.6451024782846811,0.0773083451506378,0.999595822213234,0.9995063115727716,3.0,-0.3913592416752838,28.30625558959085,22.8743393968281,0.2214768964241511,0.2710362184046395,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999997382404,0.0012286006877849,0.0008094262457513,0.9999999988962056,0.9999983571127572,4.0,-1.1185994364691323,26.57339082360199,21.299605494047466,0.1433774587712612,0.1309771309771309,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9992320467113858,0.6444475999917351,0.0740244010826209,0.9996159497412502,0.9996369210259216,1.0,-0.7187060137249242,28.919801920708576,23.351044727124663,-0.0599558536512821,-0.0736404420614946,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9992191554016974,0.6451022625697467,0.0771929629437332,0.9996095016116644,0.9995112402425976,2.0,0.0190985644035154,22.180736239513635,15.421894181904038,0.4251359946569237,0.5182469778507179,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999989373572,0.0007329150472152,0.0004990416687802,0.999999999712986,0.9999983571127572,3.0,-0.1278460412380546,26.171913842668108,18.91180266731664,0.2643635625594802,0.2839479155268629,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999991447897,0.000659569082132,0.0004538325520304,0.9999999997754664,0.9999983571127572,0.0,0.3047918785899159,20.82109936225472,16.816016905935186,0.5719343228626217,0.4732465258781048,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991977536540932,0.6451022889596558,0.0772032819475446,0.9995987965538348,0.9995818845101028,1.0,-0.0666043700646845,24.97286896785484,20.320931298105343,0.2956838750687848,0.3250902724586935,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999986835368,0.0008041344936582,0.0005428150721955,0.99999999964105,0.9999975356681235,4.0,-0.1356197939760377,27.29578351908649,20.430993511802274,0.2081225436554331,0.2655651603020024,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999103682,0.0007137893117601,0.0004769743882214,0.9999999997310038,0.999999178556716,2.0,-0.6499513983789527,21.391227123400256,17.257323867396305,0.1505841203490543,0.1771528613633876,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99916862743768,0.6451023111543527,0.0772229192164034,0.9995842274595712,0.999423345156674,0.0,-0.0689370432417804,26.54864700661036,20.780250392713047,0.1928296621791814,0.2414925046503994,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9992137279833212,0.6451023408609385,0.07722727589793,0.9996067869015864,0.999512882332259,1.0,0.1042120319032501,22.066755340496258,17.893000974153217,0.4112881780401306,0.4073749863223547,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9991967516136042,0.6444474502367132,0.0739106507734819,0.9995982953724524,0.99952849097397,3.0,-0.3262284097682002,27.86300432646682,19.52343743374473,0.2404756959914893,0.379800853485064,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9990308923909088,0.6444474452438336,0.0739090996283987,0.9995153289852624,0.999486596893468,4.0,0.1137808790818781,28.1671900920262,22.171034891228928,0.395436866908661,0.4303534303534303,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991778141932856,0.6451024414630178,0.0773128128051759,0.9995888226516016,0.9995835267158252,0.0,-0.1339014447881714,26.79009181214327,19.77928298147101,0.1933988077242175,0.2228909071014334,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9992515043816546,0.6444479989154129,0.0741895249602078,0.9996256822645816,0.9994857750271012,3.0,-0.0491751386368202,20.91843052447372,16.443517323544153,0.3984672937713037,0.3235583761899551,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991179231992062,0.6451026996513577,0.077440529365044,0.9995588644821392,0.9994693469859912,2.0,-0.1176418291120735,29.50005235499257,23.433847246671977,-0.0173497343674547,0.0041584591814401,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9992355595453374,0.6451025563920652,0.0773680902456306,0.9996177067936882,0.9995983134095228,1.0,-0.2359280838617574,24.21947739698944,19.56320202877647,0.3231063585255302,0.1537451444003924,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9992529939741864,0.6451030419489227,0.077588677344384,0.999626427438261,0.9995810627206608,4.0,-0.0520899281096125,21.199048728708465,16.33683348404734,0.2277170154021247,0.1677426414268519,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992173477181796,0.6451023252456739,0.0772237307065491,0.9996085974951654,0.9995054897212504,0.0,-0.2130510542713783,25.47455808737513,20.661681962264208,0.3333168583150982,0.3561658824816719,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9991998249494696,0.6451022859597267,0.0772023218328303,0.9995998326111352,0.9995416340840584,1.0,-0.3380359875536269,27.891564668922395,23.80201934011359,0.0432914657319449,0.0614980577601569,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992169894944788,0.6444475399570673,0.0739769675514914,0.9996084183247193,0.9996377427681302,2.0,-0.0140215534063619,23.34615320415212,18.98428768961053,0.3964858273549481,0.2611883138198927,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999026099,0.0007048182130752,0.0004657571965995,0.9999999997250852,0.9999975356681235,3.0,0.1056230933341478,23.61040736982261,16.67307843660053,0.3991824742873571,0.4793741109530583,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992258522686892,0.6444474842769904,0.0739233542107913,0.9996128513666682,0.9994857750271012,4.0,-0.0315820285997214,23.0797078093229,16.420991421749715,0.3481556342786132,0.3316555421818579,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999984789583088,0.0290682695872947,0.0037659350308504,0.9999992396565844,0.9999876783257724,2.0,-0.3088169585121436,23.844623663178467,20.143790917647515,0.1838121671220578,0.1480468322573586,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9992359148960718,0.6444474060268289,0.0739013652058388,0.9996178846144096,0.9994800253337,0.0,-0.6051540288733894,27.97088332857665,21.65301701997456,0.315450052160824,0.4025604551920341,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999998521225266,0.029067813839936,0.0037837452083438,0.9999992607868194,0.9999786424145596,3.0,-0.3285101053780805,22.223729600124138,17.26440957922685,0.2328730401041186,0.3088959404748879,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999983456644258,0.0290698441538885,0.0038333754106,0.999999173081466,0.9999786424145596,4.0,-0.0899252381284707,25.69189574042332,20.182466506958004,0.1448746175091918,0.1325090272458693,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9991793307852752,0.644447398840703,0.0738917457283317,0.9995895813196648,0.9995991345262166,1.0,-0.2139030716364254,27.208368374729123,21.441552670127468,0.175885555966447,0.136885873727979,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9991332548180818,0.6444476535998384,0.0740283089179494,0.9995665335987054,0.9996303494607556,4.0,-0.1299880457376785,27.27156894083886,20.381885960227564,0.2255930861608129,0.1856877120035014,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999985172543536,0.0290726870584146,0.0039158234038909,0.9999992587993916,0.9999794638760624,3.0,-0.5459524689864239,24.24023632407974,19.57027095393131,0.1525229764123049,0.1789035999562315,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9992502651122372,0.6444478557904265,0.0741140236792624,0.999625062473473,0.9995991345262166,2.0,0.1412376698414331,19.561466529800864,15.766959875006426,0.4664752906639977,0.2782580151001204,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999984499207276,0.0290780220159115,0.0039898850081803,0.9999992251820172,0.999981106797044,1.0,-0.065388719121546,22.50417190992235,17.33027303996839,0.3023849487918291,0.3445672393040814,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999987881268,0.0007886515720835,0.0005529859468533,0.9999999995500848,0.9999975356681235,0.0,-0.1664018857779836,26.289691862554967,20.750727071260155,0.2269199041528879,0.2471824050771419,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9991911742180012,0.6451022831913469,0.0772148077828542,0.9995955055010088,0.9995810627206608,4.0,-0.0943334682781036,25.285199208888866,21.0632419947574,0.2313423384015841,0.1761777099534746,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992951146337674,0.6444474813335691,0.0739319362888084,0.9996474953586364,0.9996311712083624,2.0,-0.4573679030109432,19.39944302479181,15.772203427364952,0.3127715826868809,0.3463179778969252,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9991943458964602,0.644447481148539,0.0739318817931336,0.999597092019779,0.9994438826686162,1.0,-0.2596058153955976,27.527926973181007,22.149555150082232,0.0171302280185037,0.0907101433417222,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992050638823002,0.6444474565134101,0.0739025135783404,0.9996024531602516,0.9995991345262166,0.0,0.1390364376321875,21.83773773799052,17.432898029528165,0.4944371319094113,0.4741218951745267,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992017685883764,0.6444474716050532,0.0739299229213167,0.9996008048507432,0.999565455610683,3.0,-0.0564735419006456,24.44608839543629,20.377866827312275,0.2618306778760761,0.2661268264638822,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9992032719237732,0.6444473809755099,0.0738914281671697,0.9996015567358558,0.99952849097397,3.0,-0.517453308827257,29.514524922566203,23.781924075076454,-0.1763262786023854,-0.0964000437684648,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999998565866496,0.0290681064136545,0.0037594911649629,0.9999992830890142,0.9999802853368904,2.0,-0.6975092282800641,20.748610986184023,16.907089145058077,0.1069154017302284,0.1003392056023635,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9991680953290102,0.645102407610405,0.0772714847713322,0.999583961394228,0.9995646338077454,0.0,0.0026560436429406,25.6406481085706,20.00736315275493,0.2977652200366785,0.2832913885545464,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9992410684299318,0.6451023497654842,0.0772332055228097,0.9996204623649264,0.9996180274612876,4.0,-0.1922552039269016,23.626890525743992,17.81462061831826,0.1841720616575073,0.2568114673377831,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999985526521744,0.0290699808411127,0.0038293139965502,0.999999276544516,0.9999794638760624,1.0,-0.7789178056831081,23.86028237190985,18.61405579617149,0.0352588585205997,0.1128132180763759,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9992109603390276,0.6451025507119567,0.0773567809067759,0.9996054024317624,0.9995169899602911,1.0,-0.363941637482984,27.462168996181813,21.16870673731754,-0.0275738179654338,0.1769340190392822,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9991748824678152,0.6444477632304852,0.0740304129464287,0.9995873562275216,0.9996960651124168,2.0,-0.1755245829923297,27.142263764099443,21.357877793563045,0.2958998729969543,0.2544042017726228,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999998376619,0.0008979797653079,0.0006213829734107,0.9999999993684532,0.9999983571127572,3.0,-0.1213213869521157,27.24606089170903,19.941380410445365,0.2372958245884666,0.1552686289528395,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9992434052322972,0.6451027748275437,0.0774885509540504,0.9996216311535452,0.999631992350698,0.0,-0.1845233383801341,23.111722326173464,18.92814873745567,0.1212033697206189,0.1101871101871102,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999983808946574,0.0290731384004236,0.0039003897332522,0.9999991906081748,0.9999802853368904,4.0,-0.168272915700989,25.86960559517243,20.340895110682435,0.235746597857604,0.2351460772513404,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999074594,0.0006788401255819,0.000455058209308,0.9999999997280236,0.999999178556716,1.0,-0.1008030102818229,26.449009311448066,20.09619597786352,0.2746822430694051,0.3086770981507823,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999983214134688,0.0290678463393509,0.0037443349268527,0.9999991608682934,0.9999786424145596,4.0,-0.1608805769277073,26.89191904536931,20.489876028362072,0.2205770209811708,0.2134806871648977,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9991803318218724,0.6444474952659266,0.073948802204875,0.9995900821576535,0.9995999562994646,2.0,-0.0022781871696062,25.223476508431947,19.90015096965589,0.2824580867876889,0.2147937411095306,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999989733152,0.0007505020257398,0.0004740162638874,0.9999999997177148,0.9999975356681235,0.0,-0.528701819295939,26.339327478814127,20.97895536924663,0.0424175045802001,0.1390742969690338,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999984730193408,0.0290698844412007,0.0038163792003283,0.9999992367493344,0.9999876783257724,3.0,-0.3163946690659376,24.279841002330475,17.48680540787546,0.2123501963278343,0.288105919684867,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9991608177511976,0.6451022954273411,0.0772112829034977,0.9995803210112432,0.9995465620035384,3.0,0.0181445453924999,25.73839145029897,19.793627355475177,0.3759992908135106,0.3395338658496553,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9992855410903148,0.6444474215750868,0.0739096490438879,0.9996427068531932,0.9995646338090944,1.0,-0.5752337790199442,22.736598894073406,18.08761467783074,0.3398438443943185,0.3314366998577525,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9992396580373984,0.6451023367044929,0.0772111114898285,0.9996197569479,0.9995457401850804,2.0,-0.6111127507239884,27.45821599569981,22.27995225605212,0.0260816202199391,0.0920231972863551,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9991821763204244,0.6451023149870893,0.0772307081346385,0.9995910047169456,0.99957531225262,0.0,-0.2067082242221791,27.39565345156452,21.42289682287919,0.0900630227311495,0.179560126928548,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9992591342007614,0.644447438300552,0.0739004095498616,0.9996294986629296,0.999672243456912,4.0,-0.0779910817340501,21.06798595899797,16.590978307222063,0.3880348652356937,0.1918362880280148,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991700966487188,0.6451027295990911,0.0774718921215498,0.999584962395072,0.999476739553816,3.0,-0.2987984094705047,28.88132644031037,23.928387312638137,0.1687806520639302,0.1975051975051975,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999984489192,0.0009378934696761,0.0005939017952262,0.999999999366084,0.9999983571127572,0.0,-0.6656819744327955,25.48047568549345,19.44613684804816,0.1243881191609826,0.1767151767151767,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999998446038214,0.0290788390543309,0.0040159007481167,0.9999992232271298,0.9999934284456302,1.0,0.0039893396130507,21.93566288612785,16.09378277628045,0.3443033152689206,0.3865849655323339,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9992174888813858,0.6451030845415471,0.0775690911032934,0.9996086680474032,0.9995851702899868,4.0,-0.1998903782428895,25.34181736609236,18.62777112659656,0.1262482693782818,0.1915964547543495,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999985066075784,0.0290830449913265,0.0041244962617947,0.9999992534657226,0.9999852140026678,2.0,-0.1400396569490538,20.891985788803545,16.521161850377133,0.50081252114543,0.4607135068076889,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999984149450656,0.0290698597106763,0.0038288349300237,0.9999992077007536,0.9999884997798528,4.0,-0.2148911020558694,25.34975117236856,17.790195483157504,0.249746474348901,0.3603238866396761,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999983410116988,0.0290675940794214,0.0037491171700614,0.999999170672046,0.9999884997798528,3.0,-0.0883827921608138,25.599079523141487,19.791565605966667,0.2633904266768312,0.2478389320494583,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999097723936563,0.6451024078596703,0.077293028893409,0.9995487604147302,0.999468525104106,0.0,-0.1451472895367782,28.889266178642693,24.4546096018741,0.2098155592749294,0.130218307356916,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999998458902886,0.0290692601834019,0.0038028811169908,0.999999229674282,0.9999876783257724,1.0,-0.2090531811929494,23.726060566463588,18.525910919590995,0.2317569920356504,0.2468676482329433,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992091832422662,0.6451023270874904,0.0772323895739267,0.9996045136062351,0.9996122776551996,2.0,-0.1122115125292875,24.904582831311764,20.17544609270597,0.2360025379356307,0.2021008863114126,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9991991549584308,0.6444475315374435,0.0739658093142819,0.9995994975093956,0.999487418759159,4.0,-0.1925128738133417,26.50295982092257,20.642713833859087,0.1119895237867499,0.1314148156253419,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9992976005214412,0.6444474174459257,0.0738982128787346,0.9996487387102168,0.9996377427681302,3.0,-0.2824245490874957,19.251784736511585,16.144347749007377,0.404208367454915,0.3896700777293932,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9991958452875483,0.6451022909665441,0.07722817210408,0.999597841961758,0.9996533499374878,2.0,-0.0756415934779319,24.923961832998177,19.46067328202097,0.2543260498170288,0.2401794507057665,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9992693713194636,0.645102298708834,0.0772229127760056,0.9996346190913508,0.9996837431669306,1.0,-0.9366387511323102,27.104649500915308,22.098208385266755,0.1614334012359811,0.1830616041142356,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999148819467816,0.6451023453666138,0.0772210093906946,0.999574319325184,0.9994718100162322,0.0,-0.1757533584126962,28.42893912639861,21.98673289449592,0.2531139410049968,0.3476310318415581,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.99999855677075,0.0290790389896152,0.0040380884145756,0.9999992785133952,0.9999876783257724,3.0,-1.0486621469529198,23.4163509739907,19.82032611244604,0.0278324983473699,-0.0193675456833351,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999984533932166,0.0290752453787363,0.0039572039517484,0.9999992269319352,0.9999852140026678,2.0,0.2707234716038886,18.5817326226823,14.671711785165886,0.5697161745903707,0.4233504759820549,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999213180583766,0.6451026228981119,0.0773576612596387,0.9996065130102718,0.9995835267158252,1.0,-0.2685143531546552,26.213299479257945,21.7749884254054,0.175027996659672,0.1896268738374001,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9992734626014628,0.6451028632647264,0.0774972539133838,0.999636665398893,0.999736315731445,0.0,-0.6644552932301271,24.75179048484591,20.251868603355007,0.0236466256146792,0.0379691432323011,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999195094881145,0.6451025253768047,0.0773462949480332,0.9995974665606742,0.9995703835746964,4.0,-0.2495714901713273,27.27554573979629,21.28709542726216,0.2763466813884291,0.2071342597658387,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9719297613395522,3.886528501733367,1.0787474912172788,0.9858649816930596,0.9853732066921992,4.0,-1.5754323514317043,36.01018655546569,29.56678214022988,-0.3572052654373104,-0.2745376955903272,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9423441154578458,5.717380096804682,1.766355990124987,0.970744104546195,0.9699430569672034,3.0,-1.7846625527854965,32.6275350470226,25.76658691607024,-0.0422979487683713,-0.0708148644141203,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9530960156856024,5.131696912994886,1.597654525955002,0.9762663655554222,0.9721930150732406,0.0,-1.4653081308740226,31.070958279187625,24.26765727996826,0.0006639036468154,-0.0012036327825801,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9649717923051876,4.219558089484869,1.263260665001807,0.9823297782750968,0.97846564324838,1.0,-0.6737779705147633,32.36884408323422,24.49011622177927,-0.0435810726848322,-0.0128022759601706,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9604472452270986,4.530775469319738,1.4301543396788758,0.9800241050054184,0.9738991502465598,2.0,-1.3901598669641255,37.18543807168992,28.882792792069285,0.029892196992797,0.0932319309815903,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.970145077779272,3.809999630794336,1.0693039668690072,0.9849594301548852,0.9809718924027566,2.0,-0.4266040026728694,31.45925118672869,25.28630674261796,0.1585766849792065,0.1117190064558485,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.974782555320303,3.8677108134122498,1.0339492659135296,0.987310769733571,0.98674588743864,1.0,-2.6138326712694995,30.824430677912574,23.58172149658203,-0.122851792616354,-0.135040491069047,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9717081089159916,3.8543025471282815,1.1191853966651024,0.985752560184156,0.983027150677678,3.0,-0.8061953999813865,31.8775581621153,26.07626996090538,0.027468735343519,-0.0893970893970893,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9522967060153766,4.912668466512021,1.2768076438408391,0.975856909088032,0.9782676911922908,4.0,-0.7073292160644582,31.152926763633005,23.33174239710758,0.0343609628508182,0.0640113798008534,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9537488497483568,5.140468304197878,1.4426137973735855,0.976600660895907,0.9739812955533964,0.0,-0.832799972950135,26.21131191553638,21.15858213324296,0.2404608052921113,0.279476938646692,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9442604881601888,5.49461892033593,1.5428391419447858,0.9717306669413824,0.9727639021060778,0.0,-0.718935119485931,28.9408660443291,23.38582845185933,0.0837841337977278,0.219644325804913,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9522134097055104,5.291258664251364,1.5549163857992592,0.9758142296336882,0.9749243030849378,2.0,-2.28358753642246,32.216410074550424,25.46573320689954,0.0391831911869148,-0.047931714009921,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9622238792648586,4.569199285767793,1.143945469051212,0.980930109853315,0.9772515562601044,3.0,-0.3954798786806783,25.08593843669877,19.84500106409976,0.2090683907139119,0.1116156920202137,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9436453433954192,5.404673731449168,1.7279155537989228,0.97141409501696,0.9681620435814288,4.0,-1.1364019022990566,35.3713399410378,28.12512576454564,-0.1662600739953409,-0.1079986869460553,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9892121160726456,2.4976534638799377,0.6237443161010738,0.9945914325153388,0.9896825918594458,1.0,-2.315541664443729,32.85237734744606,25.93227840624357,-0.0091292520207819,0.0461782568946374,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9389818036301602,5.831227822242335,1.8880662224509497,0.9690107350581442,0.966365521276636,1.0,-0.7146127707306287,27.09550637118207,22.09612940135755,0.0238940090184102,0.0213382940626879,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9933347099501056,1.9359707804398345,0.4917382004973175,0.9966617838103664,0.9905155418402491,4.0,-1.3976044336512428,31.39576005984433,24.004597870676143,-0.1142036397790204,-0.0605099026151657,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9395550458706085,5.752098197891357,1.838216504183682,0.9693064771764724,0.965281257594004,3.0,-1.418157798731146,33.72311589477209,26.47198864183928,-0.2869648045910027,-0.2861363387679177,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9743864932391068,3.7442847677223248,1.328147465594403,0.9871101732654496,0.9761523568679008,2.0,-1.3099979184614727,32.660492297017576,24.992074611061497,-0.0981349054870839,-0.1458663896695538,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9343434279248944,5.6900651668184645,1.7276135100327532,0.9666144157812366,0.96914786569913,0.0,-0.5138146151385867,31.86164072491512,25.54070817847001,0.0294991961674447,-0.0222124958967064,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9547656820025542,4.771797042344847,1.3167044978946834,0.9771211200608808,0.9707570682314854,4.0,-0.2340234790463262,28.212025765759048,21.87713853334125,0.1340885819454892,0.1646788488893752,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9745857851993744,3.7455745686396655,1.3198674546278917,0.987211115229964,0.9767166960345904,3.0,-0.9719455443500558,29.77482244363151,22.362788808722247,0.2171790943440739,0.3097713097713098,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9640361810315968,4.592727771223297,1.4291314068088283,0.9818534422061956,0.9749761163310796,2.0,-2.407158910805657,31.82610818724377,22.6689985355578,-0.1089243313869413,-0.0548290014500743,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9519809689488896,5.105113856571514,1.5858627175665518,0.975695121311998,0.9714232437653082,0.0,-1.2420871625984224,33.148667529603564,25.48345220264636,-0.1383682672499294,-0.2003501477185688,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9549128503673664,4.921031591042883,1.3661599359883891,0.9771964240754972,0.9779037520989464,1.0,-1.456739516894669,35.498428348038935,28.06094179053056,-0.2352572108747564,-0.3434918208347558,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9550210948382338,5.041547867434397,1.5372683408662868,0.9772518077660356,0.97488323039778,0.0,-0.5987323570597831,25.30183222648515,20.68333783802233,0.0548537361620362,0.1578947368421052,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9963972104476708,1.436614659182638,0.3522274215500072,0.9981969803226102,0.9949037219178696,1.0,-2.9299656090909645,35.03523098492321,29.74137142181397,-0.3774167474071851,-0.3425257188380205,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.938614316085171,5.908831315242038,1.9644658150610987,0.9688210966391624,0.9656714763138048,2.0,-1.2888643983882249,29.61197134668045,22.56002886721962,-0.1086471815706337,-0.13897247928007,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9395764490003604,5.708157316731227,1.6329027081774423,0.9693175176540568,0.9691585952454724,3.0,-0.6406737385478873,28.540445809723337,20.720165196468955,-0.0942734074183816,0.0248386037859722,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9550968166561306,4.982630731217883,1.3929369889296492,0.977290549244732,0.974632749488946,4.0,-0.9625616728149132,28.167697870930745,22.0433102176064,-0.0358182255846484,-0.0141161022260858,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.953339584024272,5.002886137996357,1.2492206548715563,0.9763911024539164,0.9766987197074926,2.0,-0.5877099905821788,28.59734819708717,22.90097810243305,0.2058670871935286,0.1252872305503884,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9651190075022236,4.123406634487216,1.2053845635946692,0.9824047072319247,0.9809308198274084,4.0,-0.6000969746749139,33.67329548676045,27.04501500179893,-0.1128673804529244,0.0300924659858419,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9461805920211488,5.266983701062323,1.5142015962476854,0.9727181467743222,0.9730867331619456,3.0,-0.9754537215082106,32.40967602987014,26.7764353200009,-0.1772093767834213,-0.1633657949447423,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9530802297078148,4.928878987110738,1.4368358096828708,0.9762582807171,0.9721239443680778,1.0,-0.7033802653322958,31.685954062686143,24.08854161915026,0.0148137787883181,0.1782470729839151,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9539776568336864,4.952117879201627,1.4968454593807072,0.97671779851033,0.9696555486294476,0.0,-1.0244927357539917,32.499368489082805,26.45965154346667,-0.0082670677154865,-0.1000820794931996,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.944809776333853,5.662033123439003,1.702990385278479,0.9720132597993366,0.9696333444494486,3.0,-0.7890352836233623,24.36338153974894,19.264304498371327,0.1810274549718256,0.0224313382208119,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9772577197336092,3.485705791925258,1.0938346298019606,0.988563463205374,0.982857081868026,4.0,-0.5982400696338821,28.964944748890108,21.558017305072983,-0.0392108780842892,0.0685013952986802,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9647276367212636,4.362147313676844,1.2879915247335063,0.9822054966316006,0.978341586239246,1.0,-0.63349615535149,28.0897457035246,23.03540807021292,-0.0457979160431967,-0.1025388487634055,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9541764304207102,4.947168051005021,1.5273108707774763,0.9768195490329398,0.9698559087201492,0.0,-0.6811693639965597,29.689502044138926,24.023611628883767,-0.0213371012656832,-0.0229797012982793,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9365203283321984,5.608719352012246,1.6849485808533509,0.967739804571488,0.9654514120247728,2.0,0.0031504266005935,26.07850856151633,19.72542407387181,0.2849740244175964,0.1846036004295103,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9553825044509524,5.104117696553197,1.5747649874005996,0.977436701580188,0.9735360245125144,4.0,-1.3472092795169468,27.49798099791369,21.757934222974274,0.0031532702337304,0.0904913010176168,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9406581357793896,5.487601334666678,1.5264266398045925,0.9698753206352364,0.9712196176210162,3.0,-0.3896373366570613,29.64768624182646,21.76050412228233,-0.0558307614685616,0.0085353176250751,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9492127347495444,5.31310242369502,1.4971267363312957,0.974275492769344,0.9761064535166244,0.0,-0.7824458952777529,27.880680827267017,22.355515453940946,0.1333968059791165,0.1535178903599956,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9517351781894584,5.066238074509912,1.3480738781024884,0.97556915674357,0.9749571817854576,1.0,-0.3286552506593905,26.64954739190437,21.390974107039607,0.1391939180951541,0.2034139402560455,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.939983840990962,5.624988926809715,1.6992571243682464,0.969527638701598,0.9640672375054417,2.0,-0.5451215390748096,29.007928737409785,23.16694718611868,0.1650575864961122,0.1257386744232861,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9837147654476276,2.967344464444065,0.918919533073128,0.991823959422414,0.9871713780032672,2.0,-0.5171409877339777,27.51837325619173,21.46812537946199,0.1178740800343267,0.203632782580151,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9559853327315176,4.779863506799472,1.2661227218826094,0.97774502487194,0.97657710647146,1.0,-0.4365849654362315,28.658962260206568,23.62314841421027,0.1401297509950519,0.1769436999967505,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.968250773546885,4.165134541205511,1.1336577923266915,0.9839973447356578,0.9779637362191496,0.0,-0.8005705707591713,28.801695341745408,23.042778944718208,0.0290551675982498,0.0359995623153517,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.967285778737618,4.312767038100588,1.3039631063287906,0.9835068784038646,0.9733488423763332,4.0,-0.716913729817203,25.48029299337381,20.84737238633005,0.15622132865103,0.1705969253524639,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.980155212414221,3.300440447870516,1.0132271030970978,0.9900278853050556,0.982804537079019,3.0,-0.8881834798265695,29.53247145373585,21.498485607347988,-0.015852782373389,0.1980631397613596,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9443897447992132,5.4897415342328015,1.6326280370935211,0.9717971731388616,0.9653075726201517,3.0,-1.0416011550329882,31.57946389452645,25.54486200031481,-0.1077964916408815,-0.01477185687712,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9420846366745038,5.673175895571994,1.7603778685532605,0.9706104458890674,0.9650792373304424,2.0,-0.5487260267080436,26.01817348074357,18.718831610428666,0.2571179171573701,0.2077907867381551,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9853186801195288,2.88031531548809,0.925045826899541,0.992632198378711,0.9865478845799468,1.0,-1.2781390419854044,28.853609873123364,24.294853081954148,0.1548114720311259,0.2525716802166617,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9471081694864484,5.449673967732863,1.458160529694,0.97319482650545,0.97388687133881,0.0,-1.063732898342511,27.669769456817388,21.5513787620946,0.0375566956799443,0.0214488948537546,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9433935855361266,5.324591481436428,1.5634249818479855,0.9712845034777674,0.9722636143964152,4.0,-0.4457206032274556,30.793970078484627,22.872134230764285,0.0751139923016783,0.0475982054929423,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.98453008078574,2.5627058646559107,0.8157292834195223,0.9922348928422484,0.9878983534243224,2.0,-0.2212490778641569,33.87385640919805,26.384464486774647,0.0655470601643073,0.1150016413174307,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9666521164766502,4.358462384981361,1.2604236087551364,0.9831846812446068,0.9810014490632052,0.0,-0.8944493856627405,26.900184892801363,21.00026389473363,0.2092547167611866,0.1349162928110296,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9373864279113792,5.698696175768717,1.8097513694267768,0.9681871870516324,0.966598047961245,1.0,-0.6389569797322576,31.03921219409081,22.99506788755718,0.0588821715008844,0.1913880836699547,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9329106136015805,5.779653752958142,1.8564334448281807,0.9658729805518194,0.967666706143525,4.0,-0.0893409788655614,26.55457439769163,20.53922134399414,0.2425123908159204,0.3038625670204617,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.949905040692216,5.156113615851264,1.373482810676872,0.974630720677366,0.9771562491927696,3.0,-0.3925097949788856,26.92950448922393,20.720715370178223,0.2625321709973782,0.2123980962855243,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9519899605828168,5.130880275899037,1.3709928091470298,0.9756997291942564,0.9776581194742088,0.0,-0.8672588586081649,29.53599023162707,23.60743236541748,-0.1126349622625142,-0.0434402013349381,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9609623697296444,4.667827415870888,1.1896754975752395,0.9802868818987848,0.9786250399697684,4.0,-0.2048199479388281,21.911358701864803,17.07006636368601,0.3715058845259646,0.3220617222173464,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9545289810596748,4.801918780546396,1.468518702023989,0.97699999081414,0.9749259253876664,1.0,-0.378567172170458,29.44883703248412,23.86603733062745,0.2723758175236539,0.0589780063464273,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.960588038076383,4.6966531508160845,1.6021644394119063,0.9800959335287934,0.9712885252250344,3.0,-1.497126641370047,32.107065549918644,26.00944215071829,-0.0505955149320258,-0.045190939927782,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9889489040376668,2.361429482725968,0.5617605551187095,0.9944591018969506,0.9891420779605054,2.0,-1.6807213380948287,40.050947374433136,33.13262607775236,-0.2953149512781686,-0.2108545792756318,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9458145052112032,5.555070406395576,1.6231886871139725,0.9725299512790596,0.970971515349561,0.0,-1.8349337033633728,32.57050140660459,25.472613483228177,-0.0574080597383663,-0.2143560564613196,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9676170639428155,4.11137763232399,1.1993225345363865,0.9836752843692012,0.969836268156037,2.0,-1.0926813018880668,34.68692046713412,28.264453133030944,-0.1395450909769331,-0.0992558552671196,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9661942533976592,4.356139829606073,1.3367846194180577,0.9829518067077724,0.9778429464277856,4.0,-1.5839476820061704,32.158542952062035,23.377047145241185,-0.0166693164876102,0.1193850196020129,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9421430875402678,5.365605525218763,1.4157630945180917,0.9706405557042156,0.9693820301025168,1.0,-0.6744954068196043,33.07067556182643,26.604965222007348,-0.1137069205491814,-0.0548200021884232,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9654991181797626,4.069701027721701,1.21557717806333,0.9825981472967628,0.9816257377943636,3.0,-0.576916936714325,32.688568588161345,25.234904843380576,0.0716483484563869,0.0756141599862428,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9743080903609024,3.611971978533251,1.206535195685052,0.9870704597349536,0.9801397129002491,3.0,-0.5214879087437856,30.91464196574617,24.62599142174972,0.0587248425567453,0.2139300763720763,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9493912721276052,5.250865272575991,1.422028095691235,0.9743671140206134,0.9753005491811924,1.0,-0.8502636767089722,29.849028078121588,24.35619338989258,0.0132061847778578,0.0285589232957654,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9783062679168766,3.157622530925611,0.9729167908507508,0.9890936604381876,0.9813382905393132,2.0,-0.3890238249311726,32.804237830602695,24.8369771535773,-0.0214878627987928,-0.0372052306734045,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9443717617795484,5.383403702897351,1.5408403867250913,0.971787920802052,0.9713304664886702,4.0,-0.3704757186536844,28.17734529421564,20.77082168579101,0.1744350470116974,0.210768221879242,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9432875371967324,5.558516496544942,1.6861025792902165,0.9712299102488016,0.970793212196184,0.0,-0.598748587997511,27.33836869841192,21.04181529798005,-0.05762593265301,-0.0515401871975692,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9565860386518386,5.057115401963381,1.2168467207078808,0.9780521660114632,0.983207925367882,0.0,-2.187660295748537,29.839835178533413,24.20528833288895,-0.0757902942486054,-0.0958686743423536,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9311410176487774,5.723293321311934,1.7677525185919427,0.9649564855031428,0.9655695595829829,1.0,-0.611909195582657,35.05447665433965,28.453814113014623,-0.1742721997668739,-0.165991902834008,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9628865978157342,4.51430586527746,1.5202481004789277,0.9812678526863112,0.9725732799504408,2.0,-0.8490599805557435,29.023993670860705,20.87176224557977,0.0179772689952818,0.1918257922661124,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9423025702365888,5.578798870681164,1.7136123721630545,0.9707227056473124,0.970612492372692,3.0,-0.548655948354777,27.72061979616975,21.04884262888055,0.0955880140882237,0.0154283838494364,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9577544574372688,4.753742830638367,1.2045568654444312,0.978649303155004,0.9756719059024928,4.0,-0.6390678192387846,29.20931537438377,22.69820782912405,0.147875400898466,0.1525414457609587,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9422661751140762,5.067862522716999,1.28671636259401,0.9707039591082244,0.977026459808014,0.0,-0.2766249298108996,33.41050294345312,25.30243161050897,0.0847963190386813,0.1410438778859831,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.92802101960308,5.805458793311033,1.849759774641557,0.9633384766032748,0.9660903895166733,2.0,-0.5491959796258716,34.956701010705096,26.80945218136436,-0.0541486097673831,-0.0101761680709049,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9409720992556244,5.622442782751717,1.7304167953094882,0.97003716429414,0.9676962785268632,1.0,-0.8378345986860254,30.48275893951822,24.57570000698692,-0.0312919872837291,-0.0263705000547105,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9498207384081312,4.969981467366129,1.4543772031115243,0.9745874713540512,0.9750598634321612,3.0,-0.4024238545622718,31.194954294424186,24.055658107556795,0.0269830371077309,0.1053783445249665,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9467311435191388,5.509995753533111,1.6086438880028662,0.9730011019318844,0.972061559719506,4.0,-1.1683077258201755,28.16641132224624,22.47688246275249,-0.0846725503104075,-0.1314148156253419,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9806349639426772,3.308788254924439,0.9104589234389264,0.9902701475153484,0.985410243989074,2.0,-0.513659670767546,24.573122487125744,18.4520861455014,0.105514081788447,0.0275771505262559,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.969938802766531,3.795835963002111,0.9866027004687814,0.984854712433232,0.9815116013742878,3.0,-0.3056452226323585,30.124580219112584,23.86707349877608,0.171303293491392,0.1826239194660247,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9676879327942384,4.215412848859066,1.1938979765656703,0.9837113059099758,0.9770527651074564,4.0,-1.2777141414508906,31.683660560197747,23.281378284253574,-0.009766786845592,0.0783541260984098,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9636407656178192,4.3036646498451,1.3479181889125276,0.9816520597867926,0.973375862796162,1.0,-0.4978861327389234,30.601303305578806,23.570401139510302,-0.0080105320146215,0.1039557915874539,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9771594146403674,3.499721671326052,0.8550308960753601,0.9885137411876418,0.9839480383437452,0.0,-0.9367421605406252,31.65551729690937,25.76331955759149,0.0164986711935478,0.1223462471760086,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8804443456853358,8.178833825928727,6.508639205297996,0.9732825796974311,0.9616686664944976,1.0,0.0008664408400532,20.6848053382317,17.142998780487794,0.1835773040342299,0.2043554006968641,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8717189362499502,8.384898799633703,6.735839403973484,0.9731585735259034,0.9633355931272788,2.0,0.0212419448213427,20.671305200985326,17.607762439024413,0.3152747557904308,0.3689895470383276,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8643784754400117,8.385749247817403,6.630385306122368,0.9719051919739212,0.9628991584750696,3.0,0.1869806289055833,21.308625072625176,17.342874666666695,0.4502158595693268,0.2828722002635045,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8626387354961933,8.25167426555393,6.542307434210531,0.974554178579506,0.9652496392749988,0.0,0.06381076596006,23.341132014111075,18.175833000000008,0.2971556580434312,0.3080675422138837,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8675874880675516,8.137441338487328,6.533781309523771,0.973380988911097,0.9673062589616256,4.0,0.156784950663792,24.59048762812069,18.01448583333332,0.6624477276925351,0.6339130434782608,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8721930369905213,8.25257957448766,6.633263486842094,0.9723628121737032,0.9592644135390213,1.0,0.1740322344165602,20.61386343317908,15.271243499999974,0.4486008235644764,0.4288930581613509,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8588605185709768,8.532092744082505,6.881518947368466,0.9762589055927337,0.9668194831515664,2.0,0.1859717188159068,21.517712081843623,17.97160372881357,0.5108018919709407,0.500292226767972,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8804920763126877,8.070491118002002,6.5673708860759525,0.9779032644004676,0.9732618856583604,3.0,-0.3395775766066859,24.19696334204648,20.20611470588244,0.0761359745189335,0.0456837280366692,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8764440222540276,8.278164159788705,6.677794647887316,0.9764670993447828,0.9645727745524032,0.0,0.1807280143996543,19.618733736586456,16.732590399999996,0.4884174436436729,0.4327010804321728,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8674017977341748,8.18480137598397,6.567455064102505,0.9724374581718224,0.9632698734572348,4.0,0.0303646670194217,25.12015093178219,21.23033361111108,0.2591128234819272,0.2499356499356499,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8724196352929068,8.04504602910875,6.512869724137965,0.9781618488820216,0.9701640886573832,0.0,0.0510778204749375,23.4839673893234,17.693202553191476,0.2826062223395725,0.259481961147086,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8851665836303881,7.581156885138702,6.139885909090906,0.9771765472894904,0.9689641916015468,4.0,-0.0994514815526093,26.55975152834704,20.46311736842107,0.2585742346803809,0.2432432432432432,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8721915356545583,8.01536910549052,6.529999749999976,0.9743132847426867,0.9667965545529122,2.0,-0.0249136032000465,26.423077637338487,20.23863187499998,0.0673809692056851,0.348455688384941,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8728917240274552,8.327791029620423,6.617599933774848,0.978013508228452,0.9712486678712888,3.0,-0.0706174616318604,22.510751315310053,18.68029756097564,0.1828061308118545,0.1750871080139373,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8717568331483845,8.345683440562917,6.670388187499938,0.9723764262000204,0.9656077622232184,1.0,-0.0885730726256843,22.188878999723023,18.968625624999994,0.0121630213476861,0.0837686741672372,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8734830447032369,8.23452780122327,6.528956756756747,0.971768604307742,0.9645873802809564,0.0,-0.1977015337673093,23.64024133322245,20.162340909090908,0.0363856313532987,0.1324876673713882,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8721987171371164,8.538691471387489,6.764910000000025,0.972120363808588,0.9638905219954352,1.0,0.064274539145592,20.00605398404693,16.441756666666674,0.3146891414712564,0.3598627787307031,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8831930075980304,8.083782393895719,6.29096964539008,0.973622911890834,0.9663737385742708,3.0,0.0249793709529955,21.05704857667156,17.38512666666666,0.2022834927046961,0.2187330316742081,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8813073455377478,8.027132670458155,6.4317250000000135,0.9787513875145556,0.9753864737143562,2.0,-0.009572035658891,22.6557952174839,17.896878333333326,0.1374032305763712,0.0715198666296193,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8784503939755006,8.244266476771534,6.462601208053698,0.9716278998396596,0.9631624915317688,4.0,-0.0859728130439583,20.701818801657712,17.45949860465114,0.0688028079115597,0.0520990637269707,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8836723477555483,7.957972392637306,6.383826875000005,0.9752214657878816,0.9690436672981032,4.0,-0.2244149712806074,23.939594811948567,20.135372500000003,-0.0479425192616173,0.1066715542521994,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.869582176204154,8.603682548003528,6.887811571428592,0.9751980091265524,0.9638395087831764,0.0,0.1592018422007202,18.927393650725275,15.88865038461539,0.4330538284334367,0.4525740630069154,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8716108158732719,8.409042766497222,6.659143636363636,0.9720662350612328,0.9642170944063764,1.0,-0.0725591713098778,21.80210671697311,18.40708368421053,0.0585675872883716,0.086989823831929,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.878892731765569,7.926269619913393,6.314467259259287,0.977605431404268,0.9716576085969671,2.0,0.0038960803997617,23.727029030234267,18.834206666666667,0.1762838437379875,0.1548483277158413,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8763322273607468,8.094936133801161,6.622743309352527,0.979344183045599,0.9751195317038296,3.0,-0.0141523015250197,23.390142646219385,17.832596981132077,0.2029517682902999,0.1876310272536687,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.868544637343637,8.16161896169832,6.310341232876714,0.9717371644070149,0.9647025479951694,3.0,0.1330979454489531,22.58658808461417,18.51761391304348,0.373250231069679,0.3020043169904409,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.864720940242394,8.494345166325452,6.801089705882364,0.9677849076295992,0.9585611373503172,4.0,0.0460021536894932,22.3366149403522,18.98372464285716,0.401491831891774,0.3545173363015274,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8801713997030403,8.040587475827795,6.278523448275867,0.9729953826903726,0.9610484186042468,2.0,0.0050840867239574,22.3265677244578,19.08917914893618,0.1529068005891971,0.1554116558741905,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8623329438593488,8.2772034565498,6.539209000000004,0.9699556547445785,0.959585664953292,0.0,-0.1004842474750997,24.89681677151407,18.63146277777778,0.1424605895618993,0.1055694899993569,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8793518653093972,8.008816440977046,6.328194583333343,0.9712080450415184,0.9586457666649066,1.0,-0.0244042473617576,23.16579110775844,19.33355916666666,0.1118356973713336,0.093573599652627,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8615226876803339,8.603406533033382,6.767931446540882,0.9678366454361764,0.960721400108788,2.0,-0.0442342506228004,23.28301562449775,19.687996969696965,0.2887824987285898,0.1804812834224599,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8694772435248536,8.19863291836698,6.603141830065358,0.9703749217521678,0.960892338544172,0.0,0.1525420356526456,22.399384654683296,18.256607692307696,0.3985961078267996,0.3467611336032388,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8688709339852307,8.229143994698974,6.546050980392158,0.9706909151834016,0.968776359998229,3.0,0.1023897944390384,23.09338042547901,16.889148717948714,0.5178365399358611,0.5465587044534413,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8621059248865488,8.774874516169227,6.739937096774193,0.9631215732904403,0.9527410743380392,4.0,0.0232736652332535,21.68360371415461,18.37133970588235,0.2898970302385817,0.1888384166125892,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8857077472323939,7.769004649574457,6.286702189781023,0.9781115078807822,0.9713407640680488,1.0,0.0307468553741718,22.936781097692293,17.792434545454544,0.2951924960221155,0.2731601731601732,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.864247442761614,8.314634277637285,6.643199999999999,0.9689056828030064,0.9617566430071124,1.0,0.0052715282591905,24.78278576247103,19.756343902439024,0.1941126420748453,0.1935540069686411,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8654701563876998,8.553551027284733,7.001464335664338,0.9632000542400811,0.9518573161017528,4.0,0.176404491979785,20.23658589592783,15.967199999999997,0.4215697160250453,0.3837755102040815,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8607300390827753,8.732687590193638,6.756418181818178,0.9704928027657158,0.9622299912611312,3.0,0.017300840286727,21.429919825629185,17.8196394736842,0.1981866905721465,0.0834883466462413,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8735264362947304,8.128098009374641,6.5583748387096765,0.9711799703827012,0.96824060475089,0.0,0.0625304268537064,23.21695489797477,16.59001081081081,0.4697154485253151,0.4890943575154101,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8773554955195629,8.065719583720616,6.474302142857141,0.9740864886783088,0.970939812097202,2.0,-0.0792058693482842,24.079132086873805,17.862055769230775,0.1670277933630038,0.1780073422692734,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.880347309524921,7.746548826267072,6.291376027397258,0.9754586233973674,0.9702726907282722,1.0,-0.0760806402638174,26.056826201851184,20.170869565217394,0.046400145831627,0.0569226025285229,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.881425720256262,7.810229177934014,6.424062222222222,0.9759627688144727,0.97140766754463,3.0,-0.0693538850467905,24.644124102963787,19.27053157894737,0.0124819096781334,0.041742963172501,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8559339803648056,8.784879784142243,6.856669014084512,0.9615676116932096,0.95112329352795,4.0,-0.0031576875618928,22.908856948167447,19.40676,0.2192500042735667,0.1519364210863168,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8699247875458234,8.230653693022168,6.550968918918917,0.9725486221012796,0.9682318307305912,0.0,0.0233446688713071,23.33163539110384,17.18411590909091,0.3176954546712923,0.4297392529950669,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8785895450127321,7.916208970285237,6.290911564625851,0.9749829170589526,0.974356601067123,2.0,-0.0383010305055953,24.651248672385297,18.49642888888888,0.2279487696482443,0.2466403162055335,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8758740747018355,8.208780505712408,6.664129787234013,0.9778948714060304,0.9725972858427158,1.0,-0.0536669262085605,22.89512572369913,18.16042333333332,0.0979661942085051,0.1657918552036199,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8660497564023478,8.432299463381497,6.751351153846146,0.9723038290651254,0.964510513137906,0.0,0.0771137615479148,22.200970975833425,17.58771972222221,0.2973263195718602,0.277992277992278,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8722933039585046,8.585267907445427,6.947537974683518,0.9742291613441888,0.9688008665000456,3.0,0.0730829324494499,17.17454209906754,13.790877352941164,0.2705378077638136,0.2788388082505729,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8709001656509276,8.302222062632612,6.66307759999998,0.9720389621587044,0.9597296941740474,4.0,0.0558863327672141,22.11101308060856,17.993690952380945,0.2780885553193567,0.1874240337087756,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8762212238097022,8.179940858156638,6.501050625000008,0.9743190947397776,0.9666655614511044,2.0,0.1395091671670738,20.902308373404,17.49108375,0.4027298154772339,0.3771168041684758,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8585007112411683,8.371878912117271,6.6000931506849385,0.9703720326494458,0.9624371824179832,1.0,0.1352878803116031,23.58997513539293,19.593758260869578,0.3853686451905002,0.3554116558741905,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8742404258756475,8.320570822730131,6.595891410256373,0.975375127313675,0.966874951105792,0.0,0.1041291112383765,20.16253406755716,17.42730972222222,0.3373052566856233,0.2967824967824968,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.873230448883164,8.240811079571815,6.535287639751493,0.9703498383806564,0.9605985166485952,2.0,-0.0811763984410089,23.50753009447588,20.009365161290287,0.1860469438183589,0.0524193548387096,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8596639956773438,7.796052411122206,6.307188661971844,0.9795509549339754,0.9703524490842476,3.0,-0.0325325582305926,25.82962241496416,19.511249,0.2558021364696292,0.2336134453781512,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8755544096870026,8.223344358732643,6.473483740457992,0.9729356770929348,0.9612047221641083,4.0,0.0634931643529171,21.831517799616503,18.639881147541,0.3461695031293059,0.39169751454257,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8868860205923947,7.615577076369614,6.0768093918919,0.9786875460283614,0.9725147957781028,4.0,-0.0521056205862944,24.98996368017153,19.23798727272728,0.122418319758564,0.0739957716701902,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8693556078257094,8.405305985733063,6.6847426797385,0.9743770040856754,0.9652045933726342,3.0,0.1195763413958224,20.97513968193088,17.191582820512842,0.3551926179244093,0.2706477732793522,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8618096327340397,8.461143015944472,6.699753233082734,0.9727681018262456,0.9614405131643434,0.0,0.1790708845370325,21.493229919442204,18.161093728813576,0.4584141504047986,0.4634716540035067,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8793825215605946,8.448093920437245,6.667393437500011,0.9741752246205104,0.9662305706056756,1.0,-0.1225483127288304,21.059548715036232,18.04334359375005,0.2548382825932891,0.262591575091575,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.873303387360711,8.561750139608252,6.836873529411766,0.978774307086764,0.9709993466134084,2.0,-0.0563312973980261,21.90328380741506,17.625761506849308,0.2392362501512865,0.2380599777860052,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8637642030368489,8.902054853326524,7.228017236842109,0.971356863105724,0.9630498483632868,4.0,-0.0635104330273499,18.86888821265628,15.526060999999988,0.1384994888289939,0.2106941838649156,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8783470763420975,8.387252430538206,6.697396899224802,0.9743941855774336,0.9620191246099876,0.0,-0.009082115061614,20.68204688773456,17.38393396825397,0.184633278871089,0.1873559907834101,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8657732978786807,8.419836967864484,6.666890864197537,0.9724321729802532,0.965089078491068,1.0,0.0611817383988103,22.66553082763604,18.82801933333332,0.4007164474375192,0.1853170189098998,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8872949484049069,7.661491051252533,6.189186880000008,0.9747183450819564,0.9667526881720429,3.0,-0.0600710237776505,24.224187034297618,18.819193432835824,0.1518112388073383,0.1594915744709283,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8701491828376936,8.613057738128118,6.96489910447763,0.976883360703566,0.9718886418649209,2.0,0.0497656768059794,19.881612431705825,16.94801000000002,0.434597281515998,0.506167522839829,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8795716661713122,8.443247983289934,6.557995433070885,0.9737353269781722,0.9642460113546198,0.0,-0.0486017330643706,20.597172443878804,17.347229538461548,0.1398839432855548,0.1583479020979021,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8755068939947332,8.16187407579,6.629465390070933,0.9754673519003584,0.9717571083497026,1.0,-0.0070585726474186,23.00311689774492,17.144332156862742,0.2413687906550969,0.1825380665188117,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8928947874114763,7.381663497320398,5.972320150375945,0.979568465857482,0.9692884296337616,3.0,-0.2001603858089378,26.45099767705726,20.84095050847458,0.0351127057531809,0.0267095265926358,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8830902995000507,7.467787026095345,6.128199066666693,0.9757661429904658,0.9656010460971606,4.0,-0.0115771746134547,26.761823954167216,21.109268095238093,0.2375362649443499,0.2506279880074548,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.86296245390006,8.479864396465388,6.790286712328778,0.974523189951223,0.9679060046599208,2.0,0.1813284461632256,20.93925899880227,17.134787826086963,0.4908104636623882,0.3940178846746839,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8607004129530376,8.714591665247125,6.884206153846176,0.969759802166702,0.9603246991090396,2.0,0.1690523491386392,20.29274291186797,16.833497142857166,0.4553374504078697,0.2682653061224489,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8654465136331642,7.987359888490549,6.352558088235313,0.972103909151472,0.9622273799640464,3.0,-0.0458054713433373,25.49051942707369,20.04375821428571,0.0789191382070914,0.0356117566643882,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8760352989496764,8.419586237728124,6.710755172413817,0.9748276341784556,0.9654571094863053,1.0,0.0839254782538541,19.40895130264932,15.534112340425525,0.3259311514110404,0.2356614246068455,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8696575813346825,8.331606623258804,6.493864817518252,0.9718960562645028,0.9608607941776508,4.0,0.142075007635664,21.100226895994528,17.226136363636353,0.379079492908466,0.2948773448773449,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8753604283815087,8.27016028381878,6.48014693333334,0.9714821235527842,0.9638463610354144,0.0,-0.0135125175935082,21.514210596121053,18.17921047619047,0.1172299266507745,0.1441536342273721,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8542609638922447,8.690724007652365,6.647768888888892,0.9682588136963974,0.961678082234256,0.0,0.1359355834738806,22.086539637216053,18.30281403508772,0.3765307319111435,0.2768343271973036,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8625950704709384,8.391486576245484,6.714406918238992,0.9652981405387058,0.9530936179648118,2.0,-0.0092510426702816,25.183174356532483,20.81152121212121,0.2463197639832701,0.1741310160427807,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8836738209157143,7.533789333382938,6.145030821917809,0.974904634100342,0.9686927014546964,4.0,-0.0468129089708326,26.562356441604905,20.86259565217392,0.0887670986326332,0.1617071140797819,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8587798468166841,8.35035624705899,6.566439860139856,0.9663666614633366,0.9554882746979184,1.0,0.0750960167520896,24.29896219648326,19.481648979591835,0.2786225032248682,0.2544897959183673,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8665065141376579,8.279505692879322,6.316168421052635,0.9685986086980518,0.9553731152036498,3.0,0.0749259468893467,23.361570630968924,19.4180425,0.3097265109922149,0.3082551594746717,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.883685814445122,7.7360989617823535,6.303407947019865,0.9746588943510142,0.964484981252528,0.0,-0.1525796996375679,26.170763257879976,20.62034634146342,0.1104069473677972,0.1529616724738676,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8727291633830165,8.646634417327776,6.889821052631578,0.9690515568716848,0.953654004823728,1.0,-0.052115500763809,20.29627864469792,16.551147457627117,0.1230988430347264,0.12822910578609,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8676306827964155,7.970161973571466,6.338574468085108,0.9684194542636088,0.962978897833183,2.0,0.1520272211048093,23.646974409872744,19.31618823529412,0.4294824954675464,0.4260633484162895,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8628445692673598,8.45905428080116,6.377771621621614,0.9649126292782017,0.9555418793330952,4.0,0.0939816741297767,22.388842703047825,18.55699545454545,0.3114548876049586,0.2622973925299506,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8603819526007632,8.683839113308235,6.926473287671235,0.9665016773018932,0.95789089093283,3.0,-0.1595056907907832,23.43282646559607,20.19279782608696,0.0129742750276158,0.1288313290163429,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8632829613742222,8.352952354431856,6.559629559748422,0.9709451589076376,0.9633500194450784,0.0,0.182195387603977,21.38330796471013,16.94816666666666,0.4678042079423125,0.401403743315508,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8607051488723096,8.869671722064469,7.063671074380167,0.9673559433671948,0.9557156139351428,4.0,0.0713656646658468,21.006496234870625,17.752064788732394,0.3197842787082379,0.3278672032193159,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8785475745614013,8.172184243690225,6.504432885906038,0.9719269110617348,0.9629158016653712,1.0,0.0209615980620304,21.09391240296484,17.46995581395349,0.1781849830645255,0.1448202959830866,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8601807061645967,8.588246079752066,6.681523188405796,0.967199337154122,0.96277405177653,2.0,0.1564459752133333,21.042629055184005,17.366403703703703,0.4038982648280853,0.2944539736992567,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8657911016261226,8.618543081897197,6.693001807228916,0.9683317126112986,0.9617506839037524,3.0,0.1436425344347981,18.413940212063835,15.96314230769231,0.3861171305807062,0.3203418803418803,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8720885014506892,8.253721674942387,6.422289727678579,0.971658027436059,0.9629476787760748,0.0,0.0534105273061679,22.244465960339603,17.518282821428585,0.2757705172627634,0.2653838924497599,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8763681653697057,8.022665151152186,6.361263995941548,0.9723126019583068,0.9657739919907126,1.0,0.0497759070671715,22.980048186741897,18.13642493333332,0.2668563482680555,0.2342627711086191,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8687855482460096,8.473096848602019,6.705359559443859,0.9749595295680884,0.9691138285343052,2.0,0.1349095702431374,20.418337581792493,17.902286392857224,0.6135224963171112,0.5179704016913319,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.874019775655256,8.186908870793241,6.4973979293592246,0.973334499001306,0.962352567933636,4.0,0.1009216299313541,21.88890425398299,18.83674207142854,0.4456457883785986,0.3980245732736515,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8686397150799123,8.440601539099521,6.73356611428571,0.9772916652115768,0.9691827879491032,3.0,0.1491524879721424,19.763921783221885,17.696486274553635,0.521637559147389,0.3599706744868035,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8667806446887881,8.065555835384968,6.629434776850938,0.9796293485184838,0.9749798732892294,3.0,0.0151786797352866,24.94817789536019,18.209665209090897,0.2859124624643127,0.3225527156497967,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8750138806359747,8.306666810930341,6.721759594202828,0.9767523392317016,0.9691521228892116,2.0,0.1633004300201467,20.083117138575584,16.133599250000017,0.4193182843240189,0.3732870838696604,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8797281822305549,8.14514391038458,6.524654461538504,0.9758516500116794,0.9662413780470468,1.0,0.0158320184352678,21.994282113756466,17.873016612903243,0.2419370634529602,0.3227902292637709,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8813416899205696,7.994547893608683,6.28828094813464,0.9702007343563184,0.960425890508844,4.0,-0.0740590831176031,23.2252095418759,19.54052645510202,0.1128466654168595,0.0011204481792717,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8710838746315476,7.618379826244507,6.082032025081826,0.9793226175150384,0.96979378526895,0.0,-0.1082089368084131,26.4303231771978,21.03074561475412,0.1623710769656461,0.2216581393390345,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8827073201813184,8.29081083179658,6.683070912996777,0.9774077048010448,0.9673040750360152,3.0,-0.04294633249238,20.26853223428032,17.22569068644067,0.1966928222566902,0.2398924590036763,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8715042987560752,8.35214808910988,6.680050963128266,0.9748448971883578,0.969941031492225,0.0,-0.277354908041181,25.21047083498132,21.911599755456383,0.5264035690418045,0.5590534085974815,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8724597933939375,8.339179864022535,6.526232010647716,0.9755227645674468,0.9652237362829454,1.0,0.0348950417703363,20.646524849688145,18.13904411059909,0.5127620615780613,0.5338709677419355,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8663090967278504,8.171847751268084,6.489377966297772,0.9728292826503758,0.9650642301808504,4.0,0.1340533955043559,22.997377152974256,18.71914565,0.3680297385219598,0.4053878845798631,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8780751319576502,8.224350783147509,6.440709331043922,0.9737051137973536,0.9652817455146188,2.0,0.0577802354172052,20.266186977727017,17.159110263888877,0.3114325079056131,0.158043758043758,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8717020206211065,8.124093967768795,6.457890461538467,0.9761914127921416,0.9709101260763456,1.0,-0.036286102321172,25.316531420158075,18.25386173913044,0.1928828328496574,0.2495675885430328,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8699641269452225,8.228409706307552,6.607154000000009,0.9759000656609949,0.9720841947267966,0.0,0.0404091180381404,23.18139765890381,17.921433641025647,0.2531929776444191,0.3434384335589191,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8797539698023186,7.992391596544404,6.470227766137559,0.9765990544389468,0.9681261637633908,2.0,-0.2099459527647009,25.43497809424942,19.52135598245613,-0.0068761828895922,0.1145968369198859,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8710938209560269,8.451828426847548,6.709379056943063,0.9744956357798265,0.9666886908987938,3.0,0.0013454271143954,21.649136698894733,18.553173714285712,0.3722618197426014,0.3745918367346938,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8655346665103563,8.024117399045736,6.516424859374997,0.9811822809400106,0.9730245520067068,4.0,0.0060111081120751,24.46518414503001,18.457846374999992,0.3145276647538756,0.3374809693555509,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8765861023892273,8.189304535189294,6.525518647887325,0.9707907969944312,0.9612773974274496,3.0,-0.0196763532486288,22.46040386943312,17.164326124285722,0.2437531788009135,0.2544118707064812,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8788200071516492,8.118943377765417,6.402592929487184,0.9731906987856928,0.963037480925561,2.0,-0.1265118276098524,22.151340519412745,18.521979166666657,0.1267690281347562,0.0592020592020592,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8741328810409775,8.118834873451894,6.475208080882368,0.9746503281780876,0.9655919287919974,1.0,-0.0620115913042784,24.25571610759608,19.09255276785715,0.2191560635745307,0.1688311688311688,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8816981695948002,7.581341018075096,6.08253720238095,0.9754748032860828,0.9638422268378394,4.0,-0.146264045720629,27.588961337366914,22.389280729166646,0.0100091290765844,-0.037559704732957,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8768907962636459,8.28844781495954,6.566966210456214,0.9723067936986124,0.9593355802135994,0.0,-0.0014710273945934,21.26188388042973,17.746863714285706,0.3345640586798692,0.2740816326530612,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8758571836243592,8.395806246247608,6.5819726301369785,0.9694472142684856,0.9603539092745976,1.0,-0.1908021561501776,21.503661974036085,17.935722782608696,0.1092681653149174,0.016158376769223,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8918449988647619,7.779713493693268,6.234492726833972,0.9746457290214292,0.9615064976410074,0.0,-0.1912692026370888,22.92562755712776,18.10393322727269,0.0614198458013915,0.0404524472572225,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8648644082619619,8.878412076332664,7.217909501298709,0.978183435599975,0.9752139434128304,3.0,0.0293373139138309,16.629896613025693,14.258642707482975,0.4024780245280978,0.4959889798233531,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8653521797062288,8.393781192223566,6.676662572356227,0.971799158711914,0.9647526177400868,2.0,0.2600610280496905,20.539465085801936,17.46269473684214,0.6268207561112686,0.5275194222562642,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8605564112927899,8.310639556652552,6.605127554794536,0.9700963695999936,0.9654236987498328,4.0,0.1606322832108858,23.37056947392369,18.740377608695653,0.4226662627571213,0.3808936447584795,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8721828360184898,8.370203340999247,6.978629666666667,0.9723362471179242,0.9645903632879032,2.0,-0.0931665707520921,21.39768543692007,16.94272857142858,0.0965351172690129,0.2175040518638573,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8598857089665484,8.617419866575919,6.7771811580086565,0.9723541921043324,0.9658430829805416,3.0,-0.1252511323039031,24.5558673258313,19.35228482142857,0.0342146363049378,-0.0475416440952256,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8854577404717636,7.97464963804641,6.301368244274802,0.9729007353865596,0.9639938290421836,0.0,-0.1419503525320267,23.50347475264489,19.45489713114754,0.1899322818431397,0.2777932019439219,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8562858830608272,8.466175446745432,6.616489869281051,0.9634028870826008,0.956318661758328,4.0,0.037291487738687,24.61097969679308,20.02454743589743,0.2101505260062513,0.209524773789261,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8594466901781148,8.34590329870278,6.628298268684955,0.9715318198661927,0.9545475537976515,1.0,-0.1149031532104123,25.2844678558948,20.030728658536585,0.2477315017949371,0.3060975609756098,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.867585980976261,8.483925307115289,6.765322671232873,0.9734243729417604,0.9678258983447487,4.0,0.1332071376480512,20.352125538306822,15.821056630434784,0.3695758451012118,0.3391304347826087,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8744595355201461,7.428372428801925,5.963958287671235,0.9733681099052804,0.9646514210576038,3.0,-0.0372802519247716,27.61481421354661,21.13549347826088,0.3035663995239424,0.2934410559845928,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8678817880553038,7.996346973394367,6.47458953642384,0.971225330337502,0.9612651142039534,2.0,-0.0641047331425692,27.421388036294086,21.366896341463416,0.1363963313482225,0.1320557491289198,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.881472287341426,8.192725273037693,6.44462471638656,0.9699550309293704,0.9645399713998491,0.0,-0.1522798069691242,22.448500069780003,18.79192366071428,0.2697829877731872,0.2574162679425837,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8738026096067589,8.15971166911326,6.469734546703293,0.9734115147509964,0.9567351764174882,1.0,0.1385019203712721,21.82085008809904,18.323195833333337,0.3773667896935975,0.3103159797918186,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8668908266225441,8.65429595691483,6.580259761904766,0.9629362971553944,0.959325913990402,0.0,0.1506850724327382,19.95075743107889,16.414660317460314,0.4114707963343322,0.3076516897081413,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8902897031542963,7.763737529710506,6.164355125541123,0.9740673420909952,0.9616533595137438,3.0,-0.2165998322401345,22.403469565582,18.775339153439152,-0.2059287711920285,-0.3192918192918192,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8875622213594815,7.855055308414766,6.213404678571424,0.974132760185732,0.9574882628594668,4.0,-0.1581591723586288,23.60444886756667,19.986545,0.0355307634196337,0.0207039337521281,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8465986126084482,8.723705535913352,6.819157083333337,0.9646482823599064,0.957061552891532,1.0,0.1580960567581274,22.649143580352483,18.21116975,0.398854947960356,0.3769988469222803,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8792479209273485,7.800961898982262,6.214575221518987,0.9738886295294882,0.9666703430023752,2.0,-0.0948452614635133,26.76184217299061,20.71176176470588,0.1668670396967245,0.1700534759358288,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8743193288463702,8.35585248963412,6.753062149251676,0.9737929471909827,0.9651885501248436,3.0,-0.2587286525852996,16.652033665329654,12.79488532352938,0.0027766928003698,-0.0784313725490196,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8891733757256068,7.665873012065867,6.202533671120275,0.9787872170191046,0.9664550089617444,4.0,-0.208111070117686,25.183132787919032,19.33916191644205,0.0317674615208855,0.0129820388278035,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8841102722221752,8.043606957331159,6.433350617416841,0.9768985259224175,0.9665563188446676,1.0,-0.0650852775189496,21.592267719804777,18.56772351708077,0.225474631808859,0.3075025441654434,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8884062396159791,7.559359105235866,6.155125472527481,0.9778027014815824,0.9691658711443508,2.0,-0.2024002739537274,26.63912759019392,20.336189976190475,0.0179508764915484,0.0715572715572715,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.868732973112677,8.160017422227213,6.44445940956961,0.9757283473094802,0.9690331084809514,0.0,0.0995591450701999,22.830507391373363,18.085940902777804,0.3597689506720229,0.4325889705849449,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8763547408144977,8.477998395321514,6.819363538026686,0.9732258156842508,0.9631662790256024,3.0,-0.0786426185949034,19.729549393584204,16.347894179245273,0.2416200127027279,0.2574636644545131,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8923883901631839,7.9077528867202656,6.187202420134979,0.9761311165357358,0.965258045432323,0.0,-0.2592254193614338,22.9977699276956,19.60376979230773,-0.0109017790029434,-0.0183131371638681,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8797019592275985,8.130342994613247,6.410167939353061,0.9707603298057592,0.9597495814792084,1.0,-0.0986610158033105,22.12891890734057,18.21500163203457,0.0854514784649981,0.0200534759358288,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8721403026279684,8.17676228414683,6.379377778169011,0.9718928601328748,0.9612836842446226,2.0,0.02287056442529,22.852212570272133,17.949890060000012,0.2356267641478867,0.2017815554376432,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8766126875214553,7.941007217982003,6.274441757246425,0.9758924947143716,0.9651998803642616,4.0,0.0842329560160186,22.906733021162463,18.754856283068843,0.3091601431148363,0.3127179859151122,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.877631048178499,7.745526297150008,6.07644090309689,0.9713461060843832,0.9595223072074488,4.0,-0.0062596081929195,25.27518240448438,20.73519436151604,0.2213700697714812,0.2161224489795918,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.871999969744512,8.30678726259705,6.646520574010283,0.9744210236360348,0.966173828807972,0.0,0.0874327197806845,20.272169813854823,17.314034373626374,0.3961957453156317,0.2464957264957264,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8687080816487596,8.15308516184109,6.560117065042527,0.9688399994638868,0.9605733018022636,3.0,0.1098954865103588,23.625142173638583,20.432222756097527,0.4787235818584085,0.490418118466899,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8759937057782123,8.237344944980004,6.301075792001994,0.9714385682626028,0.960284163540728,2.0,0.0083952947230981,22.06432803805746,18.57002206999999,0.2522917771251244,0.1745059905902893,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.868628734760994,8.49930173025583,6.89410540167264,0.9751851380607922,0.9686768615254014,1.0,0.0501231325204971,19.6440497244014,16.840768179621872,0.5373273276496491,0.5271602124025921,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8797912830108668,7.972467406081122,6.643544312500018,0.9790159241035308,0.9705710364340416,4.0,-0.0634802093895894,24.0422992118008,17.800246473214276,0.1421236296467403,0.1459006161147397,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.874358684917369,8.18487769708057,6.282316209059244,0.9751042702811376,0.9658073151886474,1.0,0.1518569094958808,21.161292946508823,19.06673285714288,0.4096498811929006,0.3563218390804598,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8734796398704358,7.842776854850324,6.320781132867133,0.974209971076609,0.9699431406627366,3.0,0.1181442662550001,23.814522548116383,18.53550969387756,0.3444202229871301,0.3482741907814583,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8703479389611921,8.151104830932494,6.738232137605047,0.9746566389590684,0.9658579406018144,0.0,-0.1015901628656124,25.2800675707143,19.765341517857127,0.1076905344026925,0.1148344982139334,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.870653746377932,8.183665291676533,6.509067795268426,0.9754911990990952,0.9705738931974088,2.0,0.2899158515661716,20.61340399800829,17.515569657142905,0.6418717261708049,0.5901960784313726,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.883387888405647,8.19856633810621,6.38632226365548,0.97422926077568,0.9609868851078583,2.0,-0.1209842162222587,21.70270596763024,17.985926660714295,0.0165208972678117,0.1026675097126952,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8774020257720542,8.240925138426642,6.451780011535057,0.9734696962510484,0.9597767419391016,3.0,-0.0595117590677247,20.966076613319608,18.050858774193564,0.2608247000473818,0.1334677419354838,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.885842278487888,7.669264437001925,6.237547853146877,0.9762651876349696,0.9673884048573692,4.0,-0.0740854666631289,24.97255696049203,19.022727571428568,0.1250933640268375,0.1004081632653061,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8906901750760586,7.741914323385159,5.963988380614671,0.972706504879072,0.9638734742153848,1.0,-0.1894569638043794,23.949480871063024,20.283801078431388,-0.0106689274371423,0.0246153846153846,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.872005732676773,8.346290079096876,6.484074519727908,0.9732298104726864,0.9641073412252884,0.0,0.0933610566294376,21.204805276007225,18.43978292857142,0.3843262945495939,0.387312970995997,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8870143509464892,7.8777508305886,5.962280261730979,0.9698537001624308,0.957080468434348,4.0,-0.1621655227296579,23.766506182029342,20.309568945454547,-0.0030824081795399,-0.0013708760982767,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8851936018536117,7.756260928990103,6.179631669642853,0.9739367245680048,0.9635769740489172,0.0,-0.1272751093743636,24.966435398844148,19.408398499999976,0.1294248019121669,0.0598132870169344,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8829637771845841,8.259283333691354,6.672272756448415,0.9781614131540048,0.9716741888701752,1.0,-0.1171123996187211,20.129753539202795,16.447924919642855,0.1782190951389263,0.29950877965816,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8785073300018145,8.228576420706032,6.623091509841285,0.9780892243396848,0.9690758489756156,2.0,0.0983633928275211,19.84139795701532,16.13649747619047,0.3856677611558264,0.267169077647277,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.881664076662606,7.939892088561449,6.47251969696973,0.9768769134907076,0.9696442384653606,3.0,0.0638906077270058,22.28170220035399,17.701592999999995,0.2857215567137905,0.3057600934798957,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8569451000384799,8.871558177147044,7.0350255555555545,0.96700815382582,0.9611063008825224,2.0,0.1156981439761987,18.34567859212922,15.549095,0.440801807964632,0.335706340378198,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8839243727970574,8.18989391552125,6.320460362318841,0.9719079466100816,0.9626176119382538,3.0,-0.211311156523557,22.258514084973584,18.800277500000004,0.20284302671635,0.0850390699447303,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8663850038027399,8.791689149653822,6.806946459854016,0.971610599654245,0.9634510173633186,4.0,-0.1790387579693848,21.166130886374493,17.94265818181818,0.1404248503532236,0.148090694300684,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8674377839827072,8.339044124104701,6.533276354679801,0.971939174967891,0.9668328811398984,1.0,0.0740932891411816,22.218998275792742,17.822719148936173,0.2981892634476986,0.3073053685768548,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8765640893325523,8.306951849493668,6.4096007594936655,0.9713224829659288,0.9600072411243864,0.0,0.0171436215747963,20.05687216969859,16.512449264705875,0.3093200987402195,0.2226126814362108,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8645969495504564,8.062176443402501,6.419507273718654,0.9678424355111934,0.9543517630063602,0.0,0.026246525705569,24.82736787600183,20.318783793911003,0.2427870909943772,0.2741442906676739,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.865684065785415,8.376924327913835,6.619109552238797,0.9703453301659586,0.9680668538681376,3.0,0.2100262444461791,20.85559741125823,16.644502931034477,0.4641905964877791,0.4484365627981699,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8662256359747658,8.617401095574436,6.982057208588959,0.9744636842930582,0.971449749744782,4.0,-0.3018190771493352,20.405705518733303,17.099500862068968,0.2903513626971345,0.4068965517241378,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8500958735289154,8.584405004356608,6.800253205282115,0.9709509394805133,0.9653538148252868,1.0,0.0930388050816585,23.2988119245971,18.18373369863013,0.3292622387561784,0.2964048531870628,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.86225095296304,8.548426567756215,6.802007205882355,0.963060640710722,0.9560802349157368,2.0,0.1103344842416577,21.81628533478929,18.55395991071429,0.5042717910881084,0.5029135836958425,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8713355670397616,8.442007441000898,6.964584166666668,0.9729039711206616,0.9630072462331406,4.0,0.1304724798989128,19.98291649526276,15.124264062500004,0.3765116108931596,0.2937552583381591,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8926927223088332,7.533746042100578,5.950314903225807,0.9733518953747272,0.9630972378319882,3.0,-0.1100282904419536,24.65431081695852,18.869180984555992,0.0584944519626326,0.1149834044570886,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8632072022708425,8.760205649533278,7.04042144736842,0.9776468412836704,0.9690760753506092,0.0,0.1904421765761946,18.45160489318697,14.919882500000003,0.4478404106219456,0.3120075046904316,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8730352754995672,8.267869027245784,6.520461035714284,0.9723484445020796,0.960952004006044,2.0,-0.0462453691168904,22.59377059517142,18.54047461538461,0.0774324700559819,0.1988431410668305,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8663754294155727,8.274409857186681,6.476436230158722,0.974842048330228,0.962639557978258,1.0,-0.0950955738558019,25.006625560456307,19.533343939393937,0.1629647049119948,0.1515515243953167,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.821059804873977,10.002975300278743,7.999014331815259,0.947782632319704,0.934448472446378,2.0,-0.195012418233371,21.71627015255231,17.454173891472813,-0.0494873447771621,-0.0807249391623852,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.809909732686383,10.35009923839968,8.046868762365568,0.9372684480710164,0.923837154089229,4.0,-0.2838278098997533,22.62002300654412,18.95850551705279,0.2221237994669055,0.1696603263535981,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7933456623925786,10.221597202453443,8.063315729548197,0.9268628759636184,0.9179241651661066,1.0,-0.0785758486554821,24.916864919565285,18.963398954301034,0.1838039735945296,0.2193709237464788,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7974525817514388,10.7150565948398,8.417664185515898,0.9332427915840564,0.9227201572913692,0.0,-0.2034744232325529,22.1545630225476,17.72756149950395,0.0392186296903041,0.0308327002142752,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8271309067624233,9.66552046630382,7.48981407049488,0.944480671791293,0.9276337054715534,3.0,-0.1506450356898792,24.16680307307633,20.33702269260204,-0.0437524587922712,-0.1150533234707793,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8082771160197556,10.003331588170209,7.73106542382747,0.9363925531966028,0.9195767142692524,2.0,-0.0221942054520041,23.44735774905625,18.84671295702184,0.2525215288869664,0.2653028428210552,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8265994988884195,9.377261306883565,7.521878155092564,0.946708444406206,0.9314855154930952,0.0,-0.2474701291896117,27.552404084400667,22.185333554067483,0.1710496648075006,0.2004125513927889,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.830016356832264,9.57341363993166,7.667638766781413,0.945933412387744,0.9312759561132228,4.0,-0.215282012279079,24.327509470662346,18.687826927655696,0.0729808524590749,-0.0328317392661363,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7973685351577421,10.2306505676819,7.990430288306914,0.9272787440442868,0.9196186812436544,3.0,-0.2187703076620573,26.66612807389791,22.254798214191226,-0.0284285577337321,-0.1505855685974106,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7946899801413703,10.192110634737304,7.842073752058769,0.9296414828869972,0.9200350440742902,1.0,-0.311353650750064,27.606414349254653,22.60639293220341,-0.1102538363281833,-0.1041310484310262,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7896170996981396,9.970866325366162,7.679996803830269,0.9247303722502604,0.911163218701737,0.0,-0.1167126416613355,27.43770467699448,23.197499097883547,0.0104497462147406,-0.0202043307207218,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7952857099080501,10.67583594675884,8.309562960929984,0.9307104481055746,0.9137262229419704,3.0,-0.2419563327744334,22.294034237203867,19.15883364008856,-0.0042914388934462,0.0410798567860968,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8204922742598533,9.42910275946632,7.593323745892952,0.941892454831368,0.9257493463392404,2.0,-0.0977840775391192,27.566514457433783,22.60714540343919,0.1751550300933951,0.2412150875948262,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8287880769956215,9.435056013054217,7.592548077690159,0.9481421041565792,0.9293647775837296,1.0,0.0148168547082206,23.978040879611672,19.659600064223035,0.2340517714992686,0.293171374046983,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8072940542815802,10.106271438402226,8.126030308183548,0.9400230518065062,0.9228031039687244,4.0,0.0578589608125438,22.13378775453504,18.89117190011613,0.4249786899813143,0.2666840953536104,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8232186584196348,9.901831858900414,7.840495702296545,0.9464018764140883,0.9299552093542568,3.0,-0.1768234662407459,23.06884963580056,18.63273558263306,-0.0129923495148434,-0.0447541689380892,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8080053708042435,9.730390627108823,7.855183977134744,0.9353547972513204,0.9187917485670014,4.0,-0.0645053106869337,26.687406873399,22.12006069767444,0.1156808991054088,0.0868383299311825,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8156420645696485,10.167225374711652,8.212481349983369,0.945174636273209,0.9289774972002018,1.0,-0.1433639415587395,21.89973268053249,18.48649844120503,-0.0835608934294351,-0.025870646976671,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8083163312369077,10.277653776682769,8.01185429339479,0.9368165049977718,0.9201481120192344,0.0,-0.2063702071196982,23.1640781697007,19.61764973702274,0.2397330933551213,0.2232629894407825,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7874910307708182,10.919470996985805,8.71251828165653,0.9231149678846072,0.9103453026362182,2.0,0.0143953773804674,21.46911306372499,15.986162480226,0.2590853526205344,0.2020573970369398,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7868939644432191,10.360408240865777,8.143478109559638,0.9245301314198232,0.9129266536213314,0.0,-0.2258732693665928,26.931159844872592,20.851233546408377,-0.1385315461172607,-0.0267118684721914,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7900356375581417,10.199096760171717,7.929521661802377,0.924297160572288,0.9093547007115642,1.0,-0.0254311999470402,24.73576484205817,20.0315570658263,0.1650278393884073,0.1954934582196245,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7960544247990249,10.212984970226383,7.921700862491386,0.931414207367966,0.9233610057635994,2.0,-0.2628853723644475,27.177322614938863,22.0928155167548,0.0028225267053522,0.0059085884363385,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8015975564323657,10.684737429731957,8.23197744285715,0.9317055740390676,0.9227638996691252,4.0,-0.3145407084737219,22.64398992669541,17.6633783490375,0.0313179502475359,-0.0137041749499738,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8145805100467017,10.36631214877502,8.268413581305127,0.9436865707704992,0.9307871094344242,3.0,-0.03876474929749,19.89290509615857,16.056198350877192,0.1110360650745352,0.0813846080012801,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7822627430412461,10.770887291954883,8.380132537716902,0.9212577743449508,0.902365325627404,3.0,0.0052709257195482,22.99783056056464,18.97754671501832,0.2516401537302478,0.2567257474320399,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8024788498018224,10.062752601391496,7.901187841600538,0.934568422667263,0.919267732751988,1.0,-0.0658426370428539,23.80764091486045,20.001299118055574,0.1791283329784824,0.2012377204907247,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7820531072559846,10.413942792873332,8.179761232019722,0.9287037663717468,0.923727345818198,2.0,0.14045900190769,23.40910898096488,18.423992261398187,0.4598901768555117,0.4375216845524183,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7617070284489745,10.929536023290666,8.631248104845453,0.916312088389986,0.9100482386171934,0.0,0.0170887477429558,23.829626041582404,18.335738522588542,0.2065045607257665,0.1937970282773139,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7992109157416667,10.672905981543304,8.411942451332747,0.9317847562252732,0.9200371393273852,4.0,-0.5835032317665052,21.99627532036681,17.24193256132758,-0.1635678774486365,-0.0344308875146247,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7977683274010648,9.985296851360893,7.772798694418165,0.9357430866706214,0.9233555017139063,3.0,0.0020119752853141,25.472206705997262,20.242019750290364,0.1884029479460613,0.2558696715666344,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8080800323808305,10.117310667746631,7.833826377043357,0.9324239233111544,0.9253892885985128,4.0,-0.227216604954989,25.42684853813717,20.482895628078825,0.1664536691994773,0.1703351642402321,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8233704560093171,9.354316538031478,7.602301178266179,0.9443006624556048,0.9312748587654248,1.0,-0.2007797140163691,28.850633463365707,24.23811787037037,0.0742126247137391,0.0773587340685648,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7946109627391346,10.934968274790142,8.24283832368082,0.929020789491427,0.9219207241664876,0.0,-0.3438957944629401,21.895124420456064,16.690561103896105,0.1204202775700424,0.1560418657625888,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8050265448842492,9.980072007866823,7.666662866359445,0.937218091022774,0.923049964561379,2.0,-0.0293278360982105,23.92039101399493,19.036461705276714,0.1094389116822742,0.1765368455209696,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.820152047495525,10.147612535082216,8.2737110110421,0.9434184276255322,0.9229006772202512,1.0,-0.0374454917261988,20.134992834139823,16.09555755291005,0.1087429034641315,0.0996836046925615,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7704838220329004,11.172431339610323,8.855635949074076,0.9257201291456544,0.9122936226426672,2.0,-0.0833714171501236,23.20176840139718,18.61864617559524,0.1073176281213867,0.0978204824033951,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.800145601544512,10.084620765025363,7.825666195054944,0.9278683313803496,0.9070745163474438,0.0,-0.0121340689279714,24.031245613915186,19.24515230820106,0.168209805394303,0.1580742772596539,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7861770904289518,10.931370839801763,8.537457678256487,0.9266303691694282,0.9216739984219732,3.0,-0.116541711172718,23.079529322683467,19.10673032828284,0.1356763600688958,0.0879731115152604,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8039940791842219,9.960947148760535,7.735100078360465,0.9296411067560764,0.9129390073911374,4.0,-0.045715862187095,25.843369197637823,22.344032549019605,0.1873415671959614,0.2116442567498263,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7827203156374665,11.078128759425416,8.691298506944449,0.9156170633317342,0.8962264287458432,0.0,-0.0435012398625227,22.07303690613306,16.38304437127976,0.2339049432962167,0.2168164390249577,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8048259067893324,10.422597844341375,8.166626378600824,0.9294391260458916,0.9177533320251654,4.0,-0.1412926199552917,20.8451498863514,16.313993388888886,0.0737886986583253,0.0807743678208527,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7780482816668214,10.884488119042386,8.557784537815126,0.9214222473658418,0.9086707343616388,2.0,-0.0484159506417347,23.52947805337729,19.30630123287672,0.0604937119282734,0.1378453852509719,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7733612128357695,10.279682164807026,8.076702127551018,0.9177786412647324,0.9048768648474724,1.0,-0.0191988732317616,25.773874761182817,20.633400137362635,0.1226502805227201,0.0911031424085816,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7615153471451358,10.85898784394779,8.307114185750637,0.9166017762573976,0.913273197905519,3.0,0.0438711686975892,24.23602518102349,20.028182800546443,0.2829000257901624,0.2403813103290284,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8140411970595511,9.71274416154182,7.507252470317441,0.9401652195100756,0.9216137893738168,0.0,-0.2638833472476209,27.281618923336143,20.804083996031743,0.0488630480847142,0.0512134840985984,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8200223918449068,10.06623846735758,8.016779177380903,0.9447548663562468,0.9306836621092002,1.0,-0.0247953655338992,20.76911001869221,17.471321110805867,0.0975039954253425,0.1038273530850082,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7817928965900067,10.09870735602608,7.811281137318739,0.9262278284880424,0.9151110545666464,4.0,-0.3308474028744927,29.336040551645368,23.68013470260557,-0.0527882315430973,-0.0044754455431374,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7884425719861428,10.380580437600685,7.996757745623256,0.9272741299235204,0.9147677735402232,3.0,-0.22481788117928,26.78316085153853,21.580689568877546,-0.0567435478178102,0.044638890073004,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8114274916530655,9.782067854050586,7.550651706295998,0.9343033470961284,0.9211434946365452,2.0,-0.2001525781218092,27.262193562944635,23.77128735049832,0.0313943734898891,0.0414621262813268,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8139118174945659,10.136038900311563,8.132212781507935,0.9483917801130308,0.9362621518556828,0.0,-0.2841939424431789,21.599718054461963,17.981962265306038,0.0381914871301571,-8.10405608672107e-05,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8034417226301556,10.441194664460284,8.187593873218098,0.930344094409961,0.918743899729084,4.0,-1.0463064730334808,26.993272258763024,24.01377119523812,-0.0656872972848848,-0.0886865203263714,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7990121564061022,10.524442372017011,8.24724132388635,0.9333367199698734,0.9188074987691854,3.0,-0.1317508099688091,22.32376207846345,18.10183680952384,0.1312758555591483,-0.0111447034781538,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8104938247834917,10.2240644858971,8.052085398660694,0.936910268159,0.919186148345073,1.0,-0.0886554774336929,21.81035061835181,18.246107588541665,0.2597570573412878,0.1637030274985995,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8233754609424436,9.930809136337803,7.895207253271556,0.94556315749344,0.9237578572812988,2.0,-0.2232705456529196,23.382190633835183,19.758338684621425,-0.0521579821966185,-0.0733297198141989,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7919538165160985,10.49808997501735,8.26367039022101,0.9242725387303083,0.9153785851835414,2.0,-0.1395515761787615,24.60088820102256,20.448008255036648,0.1346931557300809,0.0802561366793188,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.812972918584798,9.90833075129565,7.685444736009781,0.939237796423152,0.9260654217819996,3.0,0.0106914503390003,22.868103755428542,18.86209804112559,0.2691987347310566,0.2926310104804756,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8141480916632222,9.620879626820912,7.490179990476234,0.9396689119696112,0.9254161561951136,1.0,-0.077969265981062,25.801464303003485,21.25494024594733,0.048125104398733,0.0178111901870013,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7812950948826412,10.723096888689687,8.564720028549381,0.9292899300035952,0.9177214109588064,0.0,0.0353373927951602,23.00879309691705,17.86548087152775,0.2524540171020183,0.2383020315856835,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7936526213368196,10.280235045548284,8.060212995227705,0.9317054130424768,0.9218918188205611,4.0,-0.3082848975778118,27.96872526784741,21.55996534737486,-0.0410643056216594,-0.1555049404401893,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.816550651314214,10.081535448367903,8.017909231122465,0.948945479138566,0.9393565331282394,1.0,-0.2513809885911899,22.76294631349076,19.08233381684981,-0.0233006523009173,-0.024847902799239,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8187780885233792,9.791692663161696,7.893333592857154,0.94828874204063,0.9380739803493044,0.0,-0.0181509696018402,23.37667682698883,18.02051481950845,0.1367686310551619,0.141912737169769,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8171219500628611,10.034793694333176,7.931929181813476,0.94082887210811,0.9257800786564334,3.0,-0.0889763259758904,21.17221755977487,17.84188153846154,0.2119194394768622,0.0812876449894814,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8208044513493826,9.907025585280168,7.926073944282498,0.9434924201602984,0.9269893472128524,2.0,-0.1875893155318317,23.89897803143655,18.96175651693119,0.0258869033517054,0.0538955698301386,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8147578095448518,9.599536188479986,7.4715397774049395,0.93839336642033,0.9260454098293568,4.0,0.0805635058539814,24.05277198449105,18.835023347176065,0.2968575488018676,0.2840960612376024,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.81349889336793,9.68276687691822,7.616995708196069,0.94094141819233,0.924127178226258,3.0,-0.1013448608520934,25.25009263111732,19.311388803751825,0.0796896235242039,0.1046385323321549,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8093806035326818,9.680891618201173,7.631308217418561,0.9433905406051042,0.9291212992759912,4.0,-0.0674173273090423,25.32839985793156,19.59827076666668,0.1534238435107922,0.2032180908617141,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.797712136479982,10.556896855699431,8.41783135750092,0.92908895652086,0.9220151196645926,1.0,-0.1517180188167508,23.66101328687712,19.03690912348669,0.0889845230200261,0.0419954410677006,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8123358101258787,10.16731225507728,7.988104944104313,0.9372179346098136,0.9193355814084642,2.0,-0.224015744944618,24.305092541040377,20.925278743589782,0.1606084013057783,0.1519776305705126,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.803613419685306,10.447420118994836,8.131546792905109,0.9333319787013844,0.9220475212367072,0.0,-0.1821426921613591,23.08623517699945,17.882681410852715,0.059713968814999,0.1057242120501444,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8072980486611966,10.444787798761691,8.125182343768378,0.935915629581166,0.9240436299078876,3.0,-0.3202515459723969,21.32902240601855,16.038674614285735,0.1264925696590645,0.1611036978024722,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7948791451734105,9.623106005828474,7.515246664611181,0.9398226895554888,0.9339839535395612,0.0,-0.1982793115746253,28.36326167560396,21.27371648562445,0.0891740997224626,0.0689460529618465,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.798903922135848,9.46252607747184,7.370944837384843,0.9360592864072494,0.9208779168120944,1.0,-0.1321863204477731,27.23029488046061,20.475320834791063,0.1338015922863202,0.2155376978884781,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8145361627528019,9.922700587481003,7.932991843816653,0.9454459971999232,0.9338035054840904,4.0,0.0402911323547833,22.54310248490452,17.9132060812808,0.2628217974980856,0.197471236453265,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7821764354463006,10.6780567149984,8.36178220948063,0.9233693797490324,0.913427473465045,2.0,-0.0789576946171315,24.58602858710569,20.346349837918904,0.120361124431275,0.0174594809790901,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8133716393075554,9.96833512193338,7.747417130419328,0.9368286507629752,0.9195583892093256,4.0,0.0466174168811994,22.27779555207094,18.30898404761904,0.3028678068834648,0.329011121825769,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8111963434676455,10.175429035601717,8.20772569153776,0.9354797526621392,0.9198408865825914,1.0,-0.4706082993546578,23.08711698767543,18.55460619047618,-0.0539632818911882,0.0473488829346657,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8050618524768758,10.339675291381894,7.986427758730163,0.9388191610189994,0.9287423596100998,2.0,-0.066270450285353,22.524203482297548,17.419419960317455,0.1894658206709119,0.1601296601692249,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8025794012457456,10.540773212628006,8.285102214956408,0.9318827818855332,0.921839374380004,0.0,-0.484032310144932,24.649130399527262,19.55392949047619,-0.1660241816939862,-0.1983383767492644,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7962634539395943,10.561479990924612,8.317632013888888,0.9242369242932232,0.9116144344540464,3.0,-0.5365306134923136,24.47752941225518,18.38793503968253,-0.2868655705748179,-0.3836450993638058,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7816446658031517,10.598200598725546,8.173622816373122,0.919651384362054,0.9127680599184956,0.0,-0.057477876360491,24.90530763404056,19.487774917184264,0.126503277695769,0.1645643812934585,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8228236251721109,9.652991430691603,7.651416342261905,0.9435476815816024,0.9225240284183484,1.0,-0.192413270300227,25.96230966307232,21.005282656250003,0.0013751935817554,-0.0571899919916368,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8116218275839968,10.505405620377886,8.460785733543416,0.937068190182927,0.917452366122435,2.0,-0.1173010382373731,21.07017553487682,16.482256262755104,0.0880617845969712,0.0975134584436617,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7955543530079188,10.26664826686884,8.123229075342463,0.9385591349256894,0.9289686075067576,4.0,-0.0685994195449228,24.893337536452712,19.790745942028977,0.1196532182803967,0.1216382947053667,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8148494768723258,10.368865679935825,8.210007845679014,0.9390621889688026,0.924601098809572,3.0,-0.1788027033898431,21.94829856354668,17.150317138680034,0.0631645420690041,0.0408705658722537,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8066054518119792,9.844113025753222,7.704788190476189,0.9411800376584872,0.9250400468654926,0.0,-0.1290232868302301,26.96841422135279,21.76766392857143,-0.1028144278933259,-0.0898739825919905,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7976758221307174,10.486157027526392,8.24792673955297,0.9254544289409496,0.9183546253601088,4.0,-0.17610372643283,24.16570896135165,18.19374114814816,0.213749607203891,0.0887410239754365,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8061366453924699,9.8936927022468,7.81417435802469,0.9388096278614708,0.9264243044720236,3.0,-0.052961589858647,24.921673412791623,20.104347807017547,0.1081844484269202,0.1061178190016531,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8240656867064019,9.950989959204248,7.688797037037038,0.9451366152956584,0.9317383379317578,2.0,-0.1957885471311027,22.850643098517377,18.9085484502924,-0.073225584737752,-0.0278088385763036,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7927292875866113,10.23739799283946,7.886285894752803,0.9292755049493732,0.9127415995433676,1.0,0.0094861151381345,24.045969762870307,20.280419904761903,0.2393336156598178,0.2828325340860565,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8722332258209804,8.456358810912317,6.7815037662336985,0.9744102417714404,0.963035858478732,0.0,0.0048097390913982,20.19773930273252,16.724745526315832,0.2544417683258941,0.4045300361089834,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8650829035363796,8.757597681342306,7.06884935064934,0.977101494311683,0.9701972039705288,4.0,0.0227788335971408,17.675703395279193,14.750592894736895,0.4979513624641652,0.4043111937848779,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8783360791971841,7.93729191611741,6.548321623376579,0.9737151138389776,0.968082755655097,3.0,-0.0065253322102096,24.02409141920212,17.852321578947294,0.2078125140554114,0.2329576540102855,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8790575318518605,7.946574627626104,6.446429220779225,0.97425170076921,0.968334965270642,2.0,-0.047766458303992,24.524071482405336,18.143487368421045,0.1123475100044213,0.221796695480906,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8587813849306088,8.622841174401243,6.875665779220751,0.974869262217515,0.9636773761110716,1.0,0.2520704981716115,20.39669322733417,17.522979473684245,0.518806824820152,0.5211729948572054,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8617574898778267,8.435138862608714,6.795030129870091,0.9731508490765124,0.956332878527704,4.0,0.2549792075156003,20.899328696123103,17.198046052631536,0.5477989471356389,0.6378159536054272,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8593441038473617,8.784800127533762,7.054476948051919,0.976195803327524,0.9680646838657352,3.0,0.3218912054615334,17.726838225762503,14.934551578947426,0.5803978655244877,0.5870445344129555,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8696311991808552,8.158200637178584,6.5339622727272495,0.9770101796350192,0.9653868301233206,1.0,0.0471868131030113,24.28777356255516,19.942901578947414,0.2913831424314158,0.2292498772375958,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8730172644241541,8.09235619706902,6.274439220779212,0.978353330449087,0.9704050048971176,2.0,0.0587841684366838,23.539886036146378,19.472960000000025,0.3117100002511476,0.2342707079549184,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8920037686881599,7.475272702107896,6.032139415584381,0.9747639325838028,0.9694463543069456,0.0,-0.2017702476227201,26.22240420177228,19.85461526315787,0.038375082110271,0.1145639566692198,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8615876981551293,8.48873198302268,6.775924415584394,0.9762689887315816,0.9699622217487294,0.0,0.2348135875206521,21.07243051974677,17.18260447368423,0.4945754859818023,0.4846263267315899,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8766913164091413,8.062064348800405,6.462680519480489,0.97505238298459,0.9642630952491776,4.0,0.0364202938888253,23.10711649962869,17.930228684210526,0.2141282242379807,0.2360214465477623,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8592421689004272,8.506233268830886,6.790204220779216,0.977126834811894,0.9667306572328423,1.0,0.1485938160105537,22.536915682649305,17.505562894736862,0.3960240393049322,0.3957763431447642,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8728938311347275,8.446674208204598,6.767507012986967,0.9765131579859554,0.9641875224360044,2.0,-0.0435240019748934,20.51003981529152,17.966528684210488,0.2379115523471026,0.2824314716707565,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8641361397025757,8.62773884109192,6.921438766233719,0.9749002635673568,0.9639821615306418,3.0,0.2937754450911259,18.194598304261586,14.797403421052584,0.5493275349956293,0.5071670861144545,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8608216553294654,8.51712049016997,6.748529090909103,0.9734255049724476,0.964606400537854,3.0,0.1661296422736775,21.84854863685911,17.670854736842063,0.4308615810294815,0.4585840901630375,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8691167556356938,8.404347554609474,6.840755064935076,0.9724315648477097,0.9620829838778509,0.0,-0.0327376445288205,22.041767017286684,17.631010000000007,0.1796396103066821,0.2474012474012474,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.881536960367204,7.568804105558018,6.061051168831172,0.9729690823962532,0.9654681246768324,1.0,-0.1152788953171755,27.99876579799149,22.174922105263164,0.065436363341005,0.0344676660466134,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8614489255749236,8.163169869231869,6.645150000000002,0.9745471217392,0.9652586278448226,4.0,0.0270876400489517,25.77892318477328,18.73833894736841,0.3687711744529848,0.4226939490097384,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8849771462342955,7.967869778399208,6.372260519480525,0.9737262911169936,0.9645316781791412,2.0,-0.2174702069093921,23.49113868550235,18.673838421052608,0.0483955378348223,0.0961812014443593,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.887665006617137,7.293781836186279,5.892159220779247,0.979862144088726,0.97344519204974,1.0,0.0026408269496234,27.71885454302901,22.46064210526317,0.1991857322420738,0.2684101105153736,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8752239450297272,7.793588368570462,6.3186548051947895,0.9751529720194768,0.9667151318005208,4.0,0.0079077097011954,26.341393832641533,19.529331052631573,0.2796664557726016,0.2621874490984628,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8669972414863529,8.301238335930202,6.744899740259754,0.9759528184230744,0.9731938303015764,2.0,0.119161062953348,22.750588039226606,18.0862594736842,0.3566644710607911,0.3660137870664186,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8710888895563624,8.094353304850111,6.621403246753249,0.9735667105659912,0.973661253357648,3.0,0.1148352575634826,23.27800618347781,16.936914210526325,0.4125476155281813,0.3789254841886421,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8655091774100577,8.10072989549307,6.5750909090909095,0.9786745013753956,0.971623230097365,0.0,0.1777619890695049,23.837050835380968,17.170732105263152,0.4435680448879768,0.4248823722507933,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8646890021411664,8.482393872003057,6.75945285714288,0.9777850085129688,0.9678256698069851,2.0,0.1939568577778144,20.76593862071932,17.293828947368375,0.4493610186478547,0.3724900153302035,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8690215073180743,8.247508669748829,6.576074415584444,0.9714888518852114,0.9590953598267538,3.0,-0.0954229970750053,25.327853231547905,21.35616999999999,0.1567481906861927,0.1490397769916971,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8778845463725087,8.188819588036198,6.470501948051948,0.9742535561660846,0.967359089446732,4.0,-0.0799217574355277,21.729309257650133,18.374275263157887,0.1330907572737344,0.0856767698872962,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8684878236892549,8.580441875422517,6.939213376623392,0.9734580396367488,0.9696903483594058,0.0,0.1119672103615136,18.3522243776993,14.98518157894734,0.4890996242425318,0.4204191066094717,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8598520343131251,8.791884431023036,7.079993116883128,0.9763559449109548,0.9650623311944996,1.0,0.2400753750621321,18.076789569402862,15.451991052631543,0.5857420650859719,0.6270926797242586,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8557590793301225,8.634445697442183,6.789005194805191,0.9726001957316898,0.9676621758299484,4.0,0.0330131150859007,23.92569350049725,18.57838684210525,0.2565518464998267,0.2110734215997373,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8688111706257389,8.291278603554051,6.533135714285714,0.9746073923981764,0.9742764507363856,1.0,-0.0675115349350479,24.51679588651528,20.2976105263158,0.2080582431876228,0.1959733012364591,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8691236186757497,8.413684718030238,6.56983896103896,0.9706541954648968,0.961334616978251,2.0,-0.0307357522602262,22.664449506115584,18.66308947368421,0.2228468931748839,0.0856767698872962,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8615477905307749,8.566250161322841,6.566235064935062,0.9612612178008754,0.95137785072498,3.0,0.1140463501347354,21.871935223291107,17.341097368421053,0.4086559603782768,0.3981836087099245,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8679285320718587,8.08354905772837,6.426888311688312,0.9727325729787212,0.9623310598515284,0.0,0.2467650155604317,22.685432287709723,18.18291842105262,0.5537584325962767,0.4200678411204726,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8747977252464646,8.003985266768634,6.547274025974024,0.971257195274472,0.9616065465774098,4.0,0.0784018218370176,23.55475447684551,17.73745526315789,0.3116253208665689,0.4001531896268738,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8450230067336499,8.620552441641479,6.954289610389607,0.9674244033693252,0.9616024078188188,0.0,0.188015319598382,24.199827431404064,17.93312894736842,0.5362303652411502,0.5877010613852719,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8630697826561199,8.729752008988656,6.79033766233766,0.9685340634100092,0.9563369498800454,1.0,-0.1054402105672476,21.20791993237184,17.002957894736845,0.1978097353468549,0.1589889484626326,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8753639644643054,7.840458382948042,6.1631474025974,0.9728111662497054,0.9633257979522892,3.0,-0.0343482275532003,26.479702287174007,21.93352105263158,0.1533855290849776,0.1233176496334391,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8488907686605158,8.405902333858252,6.519658441558441,0.9739238208296774,0.961084108434168,2.0,0.1138901755085928,25.856602180207783,20.30784999999999,0.3702465068583747,0.409782251887515,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8609235868573253,8.470454057402792,6.537429870129871,0.9674764467243042,0.9572429678178712,0.0,0.095618616335134,22.90991712081541,19.65348421052631,0.3618301887224667,0.2990480358901412,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8794559128481867,7.807537138859815,6.006025974025972,0.967948934192951,0.9563607359190246,4.0,-0.2203126244682507,26.76691535458908,20.51928157894736,-0.1211906490482207,-0.0686070686070686,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8813226753071992,8.324034787027822,6.70218636363636,0.972071425029852,0.9605583197207996,3.0,0.0688337333991486,17.384344584787534,13.086784210526316,0.3274279547117055,0.2557172557172557,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8718130475125678,8.182948948099808,6.375121428571427,0.9694747382377183,0.9598067305872806,2.0,0.0274556091736062,23.58674991570033,18.86323684210528,0.2495073314693642,0.270379691432323,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.864154416400572,8.609182130106818,6.726520779220775,0.9729572951396296,0.9683316794934572,1.0,-0.104319025817583,22.58743845407978,18.92285789473684,0.1634770279227678,0.2401794507057665,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.866127141262206,8.456798265780671,6.535297207792166,0.972941111309283,0.9633340726319856,1.0,0.1162238117424023,21.427474527768087,18.439716315789543,0.3640896811491158,0.4159098369624685,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8769799753874411,8.192866973898834,6.766560519480494,0.9746025631371622,0.966982867959063,3.0,0.0143415763556454,21.501055567098025,16.91686973684224,0.2319615501201903,0.2749753802385381,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8715409320083631,8.474377666672288,6.904515909090877,0.9766707533239104,0.9674346623219842,2.0,0.1209654387598139,19.329553033749235,15.741728421052734,0.3960874854338012,0.5036656089287669,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.870524420584087,8.511896075921852,6.780502207792215,0.976854673698711,0.9713176530701856,4.0,0.174013361814896,18.431545601463235,15.361834473684226,0.419425668619423,0.3520078783236678,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8712951047716525,8.26744267553915,6.663301363636354,0.9794644644331414,0.97340163368973,0.0,0.1458560997956101,21.28928581995665,17.365127105263156,0.4061035709197575,0.3846153846153846,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8747327325063948,7.955120130067586,6.420375324675277,0.9779364515783816,0.9682060246321352,3.0,-0.0943495104835525,26.1562317042822,21.41366868421053,0.1887863329109582,0.3402090063635731,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8668720677207471,7.990502068828904,6.296238506493484,0.9720631683204068,0.965105839080218,2.0,0.0321693065461597,26.13540465626179,21.36444315789473,0.3432469029046472,0.3318743845059634,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8786637844034358,8.23958861049072,6.679779090909093,0.9723992054593892,0.9675858080724888,1.0,-0.1493045438185445,21.99918519420408,16.58529078947372,0.0500822576587138,0.2646897910055805,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8632372332491373,8.18711221591514,6.407813506493489,0.9722129122069229,0.965231548719521,4.0,0.0708907528824747,25.58406963860321,21.363436315789468,0.2798240719407333,0.2325199693620746,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.868367410245614,8.476394263879811,6.948862012986995,0.9782395440144812,0.9680688173186665,0.0,0.1389349119476333,20.24823188543177,14.78636500000007,0.3881037045130794,0.4231316336579493,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8688662572024879,8.6050108756816,6.922419999999978,0.9755110973784472,0.966773372371334,3.0,0.1798399755962417,18.159289694798275,14.563328947368484,0.426027460091814,0.3999343473027683,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8653533386338175,8.115718345670087,6.766264480519484,0.9760100459822528,0.9726475478257997,0.0,0.2044638411865883,23.572422061104508,17.741591315789524,0.4755115766625217,0.459594025965586,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8816476052672918,8.303667574765065,6.5744855194805325,0.9749253366805132,0.9699802935380912,4.0,-0.3010180505616548,19.869429801186737,16.99074736842112,0.1457077720841697,0.2257358573148046,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8767807688526519,7.97441452977028,6.50763999999997,0.9761067860021222,0.9703787673427142,1.0,-0.0349434450692254,24.3263118605566,20.56097315789475,0.2112750983983009,0.1722383325880553,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8775319134666957,8.315385531428005,6.636229805194775,0.9762521004953296,0.9665212162645872,2.0,-0.0670445793977736,20.72317971041992,17.479316842105305,0.1923760957913354,0.1603020024072655,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8762928920923048,7.516201006233224,5.943873896103908,0.9750982211411048,0.968193676851692,3.0,0.0781088835185704,27.61368275701508,22.1811989473684,0.3054920298104565,0.1705875916402232,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8597643529351134,8.098783938292236,6.530792337662344,0.97455833331091,0.9685847359471648,4.0,0.1606713064280159,25.19949359459345,19.04050842105261,0.4896343319041195,0.5216392194709402,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8696808150158276,7.88517337365483,6.563125064935072,0.9735801796323372,0.96260791706712,1.0,0.1527110676675368,25.18096115176533,18.931248421052626,0.4005899530711053,0.4369187000765948,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8756074367879314,8.077534475933472,6.544272337662345,0.9719025654681092,0.9625857073741778,2.0,0.1149828827991356,22.361668664946286,17.733828421052593,0.3406389911372686,0.4202866834445782,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8737450554744626,7.991223131896543,6.542290259740256,0.9788143684933124,0.9736423385188876,0.0,0.0805203038585495,24.267125127664315,17.85743315789478,0.2907559888837063,0.3870226501805449,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8727194996271509,8.621482957449661,7.016945974025993,0.9749305295513546,0.9707015703540984,1.0,0.0214491438114582,16.85185236849396,13.968079999999985,0.3534790198015344,0.35529051318525,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8711822090372748,7.874725026728375,6.20991454545457,0.9762936087129642,0.9746362853008416,0.0,0.0863421921712662,25.98953967358852,20.45876210526316,0.3035977735455248,0.3865849655323339,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8859284447181607,7.187262593470747,5.7577603896103975,0.9783063004802828,0.9729810542100652,2.0,-0.0072607960724104,29.066628089873824,23.638496315789485,0.1704887327026832,0.0924608819345661,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8723300228308384,8.385487511814704,6.855839220779245,0.9764191917780392,0.9730820697485616,4.0,0.1734165600066951,19.468950330441587,15.327225263157928,0.4275439190837712,0.3014553014553014,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8791781748652919,8.429820505558398,6.779884935064962,0.9741113412321032,0.9662912118616452,3.0,-0.1176215681890702,18.26989299742785,14.799421578947362,0.1681197963992027,0.239960608381661,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8780972262590593,8.218919807402573,6.584854545454546,0.9748834322633956,0.9659166332625688,1.0,0.0064234413336456,21.002183136741305,17.32403789473685,0.2168128723958998,0.2778203304519094,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8725010210109544,8.249353379571149,6.625201168831203,0.9766201059956212,0.970939789004319,4.0,-0.0366109302505814,23.01221681910859,19.89370526315794,0.2256947373626841,0.172776014881278,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.872255905494328,8.104110393603808,6.47862714285716,0.978871747403756,0.9713899401088733,0.0,0.0213122767270282,24.28727446329133,20.510900000000014,0.3133723266679291,0.3682022103074734,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8925976589854967,7.476803416081985,6.128942467532482,0.975236672734006,0.9652882568887464,3.0,-0.160205494743308,25.95596740734503,19.56066421052629,-0.0123932249983363,0.0830506619980304,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8734015757360665,8.109567018667832,6.378453246753262,0.9743231733663203,0.9666082893599864,2.0,0.0491770036251365,23.16744263064598,19.46582526315788,0.3925865477713973,0.2997045628624576,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8560798860365737,8.840731529176418,6.918672077922078,0.9678169032955772,0.9605246729021774,2.0,0.1051759535722776,20.321821356293466,17.704392105263153,0.4548324460470767,0.2989549711757097,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8723701348790704,8.058809258281498,6.345370779220777,0.9702043571921614,0.964376395945976,1.0,-0.1059574835441805,26.36178985116227,21.425878947368425,0.0567634161543248,-0.0165225954699638,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8702683906381334,8.040667136129064,6.449951948051949,0.9734039532152988,0.9639065887174684,4.0,0.0972780673374645,24.61212551298861,19.612244736842104,0.3160755029988698,0.2368968158441842,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8610684168614878,8.608480627913895,6.53327922077922,0.9697647982352297,0.9582993460505684,0.0,-0.1065119634573059,23.471394381790063,19.036271052631577,0.1578781948953586,0.1147827989933253,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8717262817752616,8.60668737871517,6.642201298701295,0.9713548488805018,0.96129354476344,3.0,0.0584693841302647,18.07221873346666,15.483597368421051,0.2959206135646012,0.2968596126490863,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8631785788858806,8.593157902483402,6.864883116883114,0.9685291238878944,0.9524818727659948,4.0,0.107043468964898,20.95089511084884,16.519557894736845,0.4087400188776023,0.4141590983696246,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8599364158919482,8.692521430875725,6.734954545454546,0.9721617295984494,0.9629397191330658,2.0,0.0489005946650699,21.51060759121318,17.848147368421053,0.3098207069946956,0.228143122879965,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8803153863091773,7.813584083172404,6.155340259740256,0.975748917585874,0.97233460027354,1.0,-0.0436984406790594,25.47475985107612,20.446321052631568,0.1390253247626567,0.1329467118940803,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.866954117996217,8.633837169633974,6.904294155844156,0.9694780389142392,0.9619014135426428,0.0,0.0779993055929089,19.34545198312976,16.287110526315796,0.3079982452591084,0.160520844731371,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8761646235680342,8.516539164713024,6.746824025974021,0.9675464268158356,0.960757963082304,3.0,-0.2446012182229597,19.29782404008559,16.57966842105263,0.0950830666400899,0.0049239522923733,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8585001163008673,8.783843987164396,6.78288506493506,0.9689594476139474,0.959509367752049,1.0,-0.1289628848926747,22.47735378353652,18.833518421052634,0.1882853411021108,0.0493489440857861,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8816415888559664,7.808616806048383,6.290730519480516,0.9765230772555228,0.9734944786670268,3.0,0.0084863360492084,24.39939532188624,18.944205263157897,0.2217143365298444,0.410219936535726,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8705571935824771,8.179801801876803,6.476430519480521,0.9717892560126118,0.9661672015636974,4.0,0.1440618911930328,22.58428560754486,18.37748421052632,0.381849829713404,0.422475106685633,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8607084696241353,8.200305324902441,6.607624025974026,0.9660554457770102,0.955135998318971,0.0,0.1299521688194499,25.18839910023325,21.646594736842104,0.3679232977452099,0.3476310318415581,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.866999306782039,8.634847700948253,7.1188012987012925,0.966606531528334,0.9574524712343128,2.0,-0.2282440307328099,22.26313568595664,18.409928947368424,0.1199320128050165,0.136448189079768,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8742461402952706,8.281361808263988,6.4710969897959485,0.9743850154561318,0.9682043295081906,3.0,-0.0833920046192879,22.685561516014133,18.423798503759382,0.1480380046793622,0.1931389180545855,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8730271869968058,7.890843992562524,6.397127811456399,0.9727366771907716,0.965683286702602,4.0,0.0816451845769127,24.833755470306908,18.72109423684208,0.3707031729851962,0.4010285589232957,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8745348904511072,8.27827380519747,6.751702525974041,0.9716617290386188,0.9629635105932683,0.0,-0.0200203018980447,22.03964676454082,16.642934578947393,0.1780062378071822,0.2403982930298719,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8751404034764811,8.351048464385059,6.716927454545427,0.9733461839355982,0.9680531836335284,1.0,0.0363121753898441,19.877576395325693,15.476034539473732,0.2788645288191019,0.3627311522048364,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8694074819795133,8.523138476218692,7.140634545454529,0.97388388138218,0.9650023370138728,2.0,0.1929704842623958,18.684346970503213,14.550023947368397,0.457131901939109,0.4830944304628515,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8719056106335873,8.402625091360314,6.745392900742082,0.972169801917344,0.9573020417051524,1.0,0.0597545880870874,20.570804044235544,17.339266127819553,0.3245361153659561,0.2625013677645256,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8738859183354377,8.159607941342664,6.521394173469381,0.977429551845425,0.9712083301160044,4.0,0.0402800645388192,22.88578479832673,17.947611340225503,0.2898507320991369,0.1898457161615056,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8678549988467122,8.655012821690367,7.100265915584407,0.9754310022566564,0.972175194497961,2.0,0.1739905775525903,17.69467318251585,14.909547020676715,0.4662985508892978,0.306707517233833,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8834249543076058,7.849167415554288,6.151544528911612,0.979216840517822,0.9688179232881414,3.0,-0.2077219208360441,24.75515613048356,19.363215749999988,0.0971327230917569,0.1417004048582996,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8726280160048617,8.459346917143062,6.7014959016697535,0.9762976158262896,0.9674863866035444,0.0,-0.0310733765384441,20.452429061670664,16.788805152255726,0.2983064672577526,0.3115220483641536,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.874842693461479,8.236927267688657,6.618746431818193,0.976116041792858,0.9632378732135792,1.0,0.0016797409298511,22.13086702097966,18.187341414473643,0.2730375121599941,0.3476310318415581,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8889352736729283,7.893203826977673,6.211168104823746,0.9759336209971734,0.9662771642033382,0.0,-0.2518668889388522,22.545403581729207,18.870228894736776,0.0933424048057459,0.1406061932377722,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8659818958123657,8.741499409643328,7.028084496289433,0.972266087415651,0.9621765663110592,4.0,0.2605622920727866,16.415850535090634,13.92296947368426,0.5366042249974204,0.3274975380238538,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8789505053453077,8.01039276399569,6.240257079313527,0.9740484933774584,0.9618463454327209,2.0,-0.0502215735490507,23.587006180069523,20.84555966823304,0.1845124194760296,0.2909508698982383,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8705433136299346,8.336874573501785,6.781673265074147,0.9767248023544046,0.970269442165262,3.0,0.22925197091388,19.921289557439582,15.28889510150374,0.4847589348475785,0.3563847248057774,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8725695527449354,8.229199838305924,6.840825454545471,0.9769305858566164,0.968252872996706,4.0,0.0627216498333875,22.142654849533937,17.061474210526313,0.3556982444063624,0.4290403764087975,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8750142450909001,8.451313179379799,6.670842443413736,0.9704086004281832,0.9601665231877295,3.0,-0.1533116204085687,20.51627845683639,17.215494661654116,0.1147515826675327,0.2257358573148046,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8859600147260821,8.043053845420555,6.426991633580715,0.9808336948805034,0.974974678959098,1.0,-0.1803476966491741,20.48233391925652,16.869517263157878,0.2447264493501787,0.2559360980413612,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8706603723835707,8.524414205514702,6.785270863636384,0.973752038276072,0.9630974364366404,2.0,0.0432275370717323,19.761492836035497,16.18400315789471,0.3110805797780331,0.2477430654252587,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8804180636816085,8.14244211985322,6.480389592764375,0.9761924590123322,0.9712748908097548,0.0,-0.2067667919626723,22.688985090606185,18.783179921052632,0.1057656989077426,0.2226720647773279,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8801244051505142,7.904161241386225,6.367846860853439,0.9781250875034628,0.9678650463377488,1.0,0.1294764172398909,22.352000658969363,18.97585796240602,0.4036144063289677,0.4712769449611555,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8682173434762874,8.443347599264973,6.754075714285756,0.9738892833183896,0.9666625046835372,2.0,0.1431946345454295,20.635223261767504,16.715325263157908,0.3943328157887244,0.2788203757524555,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8713355769746443,8.378690934774363,6.583708839517641,0.97384829882505,0.962631646824988,3.0,-0.0134604806628852,21.915132595923968,17.98886415789471,0.2155807365106359,0.1804354962249699,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8797715017949612,7.876469605018432,6.36889791465679,0.9768834578090272,0.9704772434925852,4.0,0.0292752507554329,24.037762697688407,19.23168355263157,0.2352868844654264,0.2922639238428712,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8813930896426083,8.230666448776741,6.586330882189236,0.9762352739771418,0.965813075115936,0.0,-0.0290235305234045,19.66315447216048,15.971657266917292,0.2544911384167696,0.1597636375975608,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8741316695894412,8.312509973141408,6.812340151205973,0.9774999966144652,0.9685180697657628,0.0,0.1577686146937571,19.76474794386432,15.220919657894749,0.4242304735573803,0.5036656089287669,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.876360973024072,8.030426115729952,6.3988150667903545,0.9792401100324506,0.9735264497296616,1.0,0.003876709177635,23.921330208457096,18.77972371052632,0.2420110410405351,0.2652514092715667,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8711951619502142,8.123681654350547,6.4935787012987065,0.9724880684800004,0.9616508415322206,2.0,0.0814834941202485,23.05281265408285,17.742143684210525,0.3487222906202183,0.3524455629718787,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8753211480993053,8.157755310674279,6.399126593692037,0.9769803706545608,0.9677484010560504,3.0,-0.0979424491041314,23.864405695521445,20.41755602631577,0.2141033171206287,0.165991902834008,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8707589877386055,8.258548363148607,6.644760629870136,0.9725647012797092,0.9574499020428492,4.0,0.0812507382634636,21.020477390551942,16.218614289473646,0.3881773052720619,0.3513513513513513,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8674538080777541,8.575104649477673,6.74608332560297,0.97217750588388,0.9611374065002464,0.0,0.1823845018431966,19.007111834555168,15.172222894736846,0.4388928595737105,0.3690775796038953,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.874918769360472,7.7910353474488145,6.120213807977739,0.9717512582528096,0.961280338041312,4.0,0.00457068511612,25.748896837608186,19.98799669172932,0.2773945271748295,0.2158879527300579,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8644895594697968,8.309407213671818,6.671057305194807,0.9718778468934288,0.9683793232626378,1.0,0.0065366764868921,24.919800204253608,20.12719302631579,0.2338429311169333,0.2119487908961593,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8737424074180778,8.010291839654066,6.292342207792206,0.9729419025743004,0.9674042956576004,2.0,-0.0551955641611743,25.59409957632607,20.81052894736841,0.2079266206669604,0.1697122223438013,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.874256589305684,8.36656339086825,6.635862008348793,0.9776288523305724,0.9694159357169494,3.0,0.1553813031794662,18.72124292638789,16.343828157894734,0.4162854349423274,0.3482875588138746,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8650987552500724,8.284313209154762,6.624025162337661,0.9728951871440642,0.963297808547306,3.0,0.0580666454128391,24.086246851980825,19.37142960526316,0.3141835773872445,0.3231206915417441,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8660804242219687,8.126081408802202,6.262776948051945,0.9702607247323334,0.9603619618106451,1.0,-0.0060918917684706,25.28631880029199,20.011302631578943,0.2895241451147279,0.2661268264638822,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8706069461449777,8.476427837814073,6.748771818181811,0.974190049822098,0.9649086922845748,0.0,0.0365475837352066,20.184279511296605,16.431709868421052,0.2781330507276376,0.337126600284495,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8716197328210578,8.048856294284233,6.307312337662335,0.9726877645564944,0.9597656583724696,4.0,0.1396489154755554,23.12540280389443,18.2858552631579,0.4656905423682649,0.4653682022103075,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8710273358090891,8.146438438332371,6.558805487012988,0.9685482431075074,0.9612064079331932,2.0,0.0406950483614064,24.088421092991016,19.253244454887216,0.263636042446105,0.2865897033342547,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8764427378990077,7.929614023055587,6.404096753246753,0.9678184155819324,0.9622964353340168,1.0,-0.0139463811422504,25.24035179407267,19.53708947368421,0.1151721521484595,0.1125943757522705,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8687630884091491,8.40311179989475,6.654715454545451,0.9663253852157996,0.9609164697255588,0.0,-0.0153416014356102,22.64600305887624,18.275321052631583,0.2376957210483865,0.1733326040784495,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8564135016263109,8.623990479038953,6.774453246753245,0.9647983656929772,0.9560272292582208,4.0,0.1397737358460916,22.40162850027683,18.5132575,0.3913291161536296,0.311740890688259,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8563779418787801,8.506288450575703,6.576469707792208,0.9615629252872888,0.950535828996014,3.0,0.120920252195232,23.44094675212492,19.38677039473685,0.3803263174055528,0.3432541853594485,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.866038493138241,8.430601104339383,6.69936538497217,0.9708186665143136,0.9642153927290584,2.0,0.2180391008190489,20.41985285146122,15.953260526315796,0.5306014210316848,0.3469745048692417,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8811677359730338,8.101315396680334,6.441820230519473,0.9749831079777364,0.9673935365370808,0.0,-0.0363893103611681,21.636142892578484,17.609100204887184,0.2287570483343816,0.2376757677136316,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8704760715973788,8.224527753685368,6.526879930194829,0.975788310347173,0.9667438003497688,1.0,0.1034310151475922,22.33303834803165,18.235968032894768,0.3484561958148356,0.4962249699091804,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8654092604645484,8.502592865243678,6.842198454081618,0.975011559939508,0.9630365888319532,4.0,0.2495249455873682,19.624210285396178,16.33589140601501,0.5076235982319854,0.5119816172447751,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8798512177439131,8.035422340709077,6.149512664192962,0.9728938754571674,0.952389010372858,2.0,-0.1213576941497869,23.927400744771617,19.340526270676737,0.0239406747144304,0.0311850311850311,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8721969705103728,7.773012301257395,6.18035942300556,0.975470780828382,0.961550625243164,3.0,-0.0996220728368477,28.1290132394724,22.80408551315793,0.1376267215559065,0.166000985092808,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8719247389907314,8.142751194170193,6.396729650742117,0.9815484401770436,0.971720912200272,2.0,0.1443883513679998,22.459262649568657,18.688366219924813,0.3907083638017562,0.4362621731042784,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8727601743111728,8.416711912477714,6.678676915120578,0.9701294748450288,0.9589392179521814,1.0,-0.0862888494775977,21.42272550196406,17.50837906140348,0.144989401598323,0.0576649524017945,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8709011037291061,7.8218099605453,6.3807664224644265,0.974381380150353,0.9671873806341038,0.0,0.084287316231308,26.307573557193315,20.300326678571423,0.3279788458450993,0.2476200897253529,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8714696430268559,8.120296132488898,6.257108021335837,0.9742927563997406,0.9647863259096674,4.0,0.082700550402933,23.54530411742232,20.883169000000056,0.3219860301455445,0.4410767042345989,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8615817304889333,8.192868656924302,6.675695064935054,0.9766553298204452,0.9662641319110284,3.0,0.2137741826952535,23.850574962763204,19.75113184210525,0.4903795526053693,0.5167961483750958,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8717956727736592,8.295989252973833,6.839562403061234,0.9706732494253354,0.9646368230477552,2.0,0.0879670122602661,21.673565210021383,16.549246550751832,0.3345659276401028,0.3020189313488136,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8683253434146976,8.427322554749775,6.880703899814471,0.9751953863161356,0.96598229291766,1.0,0.1679476139117149,20.434033023977687,15.473842127819584,0.4339874086124051,0.4870335922967502,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8729560178759638,8.387127701363845,6.674012272727282,0.9720651619711768,0.9603645238217784,0.0,-0.0861578485425014,21.70331388932347,18.56945657894735,0.1034484460020656,0.2312195659203055,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8717164971259441,8.32163030257583,6.648652620129875,0.9734799804339668,0.9658713697209932,4.0,-0.0642620927580035,22.67900947470564,17.348046145989994,0.1648414452968483,0.0830506619980304,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8719267851879102,8.057430363736952,6.46627971799623,0.9715573508352484,0.9618323495152648,3.0,0.1031517655440504,23.324147245872343,18.76055826315784,0.3684817893951495,0.238551184905947,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8783134308589721,7.767409108492978,6.161877848794061,0.9750093414813789,0.9677673207836234,1.0,0.1246837596801516,24.42137666573827,20.29060650000001,0.3576347490692081,0.2732246416456942,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8706401793939096,8.489947738366082,6.819767407699459,0.9718092987726276,0.9615620623234566,0.0,-0.0316082841014155,20.279778396180653,16.149122131578988,0.3523799532076911,0.3410657621183937,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8733865349416228,8.209078996504916,6.597230857733186,0.9755342061614476,0.9654179881665892,2.0,0.1495633633244643,21.23262502080652,17.096648026315794,0.3922428375924155,0.3590108326950432,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8765083016087405,8.507436085845764,6.962831824675333,0.9746015121349229,0.9673270262791724,3.0,-0.1647857668464063,19.12808168276544,15.077317473684184,0.1731720424388687,0.4115329904803589,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.858673690941455,8.772596592989037,6.904235668831198,0.972714498387954,0.9659576495495904,4.0,0.1810181474339088,19.907205794930626,16.409703067669167,0.4307330664737752,0.4544260860050334,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8682669176135382,8.46799779966651,6.7318768991960365,0.9728384019159788,0.966080072813208,0.0,0.2123444162960611,19.538338947704183,16.29836196992478,0.4612386446687331,0.3572600941021993,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.873027770501486,7.998017805074066,6.460704778293144,0.969861542848116,0.9627901551382244,1.0,0.1284751465475117,23.758087352782628,18.01266981578948,0.3766393796829664,0.3701717912244227,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8772555136220541,8.170458710781611,6.646343145640075,0.9764713184100784,0.9633240948092706,2.0,-0.0283875806916416,22.263423934620423,16.666143973684246,0.1993604208139396,0.188105269198772,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8717740884269455,8.479053424410486,6.877250638218938,0.9760663702438986,0.9692434826609536,4.0,0.1235193081624166,19.0461595177984,14.794564499999971,0.3537215819704444,0.4690885217201007,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8743430124472864,7.71068916694236,6.218163797773666,0.9790126615603728,0.9716946724408724,3.0,-0.0241886133081123,27.362220895359208,20.65035190977441,0.1974044336318076,0.2690666374876901,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8821181442380409,7.899822925767376,6.32197629128016,0.9723540879275628,0.966163860200249,2.0,-0.2405592323566565,25.934489610455827,20.763866026315792,-0.1542375828702304,-0.0556953714848451,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8842444678591395,7.742430871399529,6.148492409090914,0.976631211616822,0.9709085263526928,4.0,-0.0978782586000317,25.49120869600984,21.84624849999999,0.0757395424183938,0.1447641973957763,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8775116465772878,8.07114931048531,6.46478682251082,0.9767163449511028,0.9681287565708596,1.0,-0.1062862647477478,23.96197945087065,19.99038939473685,0.2338943562444667,0.3660137870664186,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8695894302509954,8.334835814260849,6.856203811688311,0.9749362384771942,0.9592102950152837,3.0,0.0928417730005263,21.95241495397781,17.23360880701757,0.3235422369764715,0.3401903928219718,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8804035198024849,7.798055686543452,6.24171745361782,0.9797093295268492,0.9700419265168788,0.0,-0.0703230893570741,24.92218581929614,20.0755972368421,0.21928712055795,0.1613962140277929,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8566572419965086,8.638958563682097,6.859088311688311,0.969738077685692,0.963471955025508,2.0,0.1351281053103378,21.85418040043228,16.42983026315789,0.4077703202486679,0.3944632892001313,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8651800863611413,8.703410657773569,7.002182240259743,0.9727234880444504,0.9647731249270968,4.0,-0.045106160357353,20.09662557349474,16.56812802631579,0.3508875623787497,0.3576079230608416,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8783568747614185,7.794656219954901,6.081679058441559,0.9733167221264662,0.95960866297322,3.0,0.0269034080680814,24.737790752857563,20.22477381578948,0.301879738506199,0.2835102308786519,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8785707814178536,8.26397860097293,6.553139030612244,0.971299741169471,0.9652824212274695,1.0,-0.034663191566743,20.33055458711921,17.48362815789473,0.2322704129961205,0.2814466273294017,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8547581963190771,8.176624704232335,6.47543970779221,0.96647340800982,0.951625065921013,0.0,0.138053943912966,26.410232400555767,20.90500605263158,0.3950256503103693,0.4082503556187766,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8654820415546077,8.745617892633812,6.848112500000003,0.9690704094169276,0.9607160371526372,4.0,0.0158188951526564,19.30057777051652,16.47328421052631,0.3703478955905795,0.4029107627631637,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.873337875667118,8.216956037282426,6.534550616883113,0.9641384942134228,0.9542348363315186,2.0,-0.0945287003466857,23.15252620512695,19.73720013157895,0.1965185964078479,0.1410438778859831,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8722260625188215,8.093526514309755,6.37485025974026,0.9736996123555652,0.9675504060001704,3.0,0.0995365516602573,23.416657137933065,18.3830697368421,0.350580148097798,0.3053944632892001,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8765482985998138,8.040810707104683,6.615075854978356,0.9767037943921476,0.9653382795326844,1.0,0.1457831257153921,21.97795489501196,18.00960298245614,0.3845630099324877,0.4301345880293248,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8746097939224909,8.525103394733286,6.675387602040816,0.9713894863463416,0.9637487524287256,0.0,-0.4258843189679249,19.7030659464018,18.04849315789474,0.1652207721299832,0.2559360980413612,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8749827404192893,8.348604038749318,6.78090207792208,0.970622134263428,0.9625240067489972,2.0,-0.06301320009481,20.73640008658465,17.786670263157898,0.2321226929320176,0.3156800525221578,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8718585743283186,8.393215188882028,6.64597013450835,0.9715105775340008,0.9624435050757124,3.0,-0.0643548073648367,21.98799234784517,17.68354013157895,0.3263267177992837,0.2776014881278039,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8936778533062255,7.321283468901099,5.763065129870128,0.9757124362282832,0.9637455262056518,4.0,-0.1276390537027156,26.68859883305189,21.029060526315785,0.0975446473786451,0.1578947368421052,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.853461167290612,8.81865172277103,7.212232467532469,0.9637250042557106,0.9559681575597808,0.0,0.2752350519969369,19.59966325847274,14.574197368421052,0.5465280309098104,0.4839962802013778,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8652400343810914,8.27121545252115,6.61363959029066,0.9728478920341184,0.9697601462832474,1.0,0.0752910120125548,23.623146745740783,19.506966447368427,0.3237336910383567,0.3213699529489003,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8456328632143941,9.105270028524451,7.203190936945995,0.9575255909285658,0.9409664207356532,1.0,-0.3993767083360613,26.79232532214563,21.0324605206766,-0.0723488106679122,-0.0814137988853323,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8080395546897072,10.258620763445368,8.322424159639063,0.9430159695941976,0.9263978655831092,4.0,-0.1827238009592233,23.534508287320083,19.78888850681632,0.0819979787705811,0.146530969577588,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8215909553175718,9.866275581995817,7.917592757343844,0.9463849416642508,0.9273242847919776,3.0,-0.127281004232425,23.03585831908456,18.773346222430973,0.1513516051484303,0.179560126928548,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8048297251456896,9.915816361741188,7.809941608791989,0.9417327982406952,0.9287802530056396,2.0,-0.0924576702725654,26.41523010092029,21.39063649436088,0.1862633464622308,0.2984241646234128,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8221108447045573,9.799995548623055,7.767977517316015,0.9471702004899648,0.9337557234714904,0.0,-0.0528429275037209,22.960700894714453,18.75877524467412,0.1811510656045246,0.088526563572895,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7940648281417398,10.57053987118266,8.336374854720699,0.938977590730626,0.923698510320104,0.0,0.0284084965860214,21.84274165815641,17.471435229532208,0.2471519773170109,0.163155879217783,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8060667605848898,10.32243146436173,8.124021416821282,0.9371520150133108,0.9232990321487604,3.0,-0.0983537887078427,22.07988224501824,18.408363698830364,0.1923102476376767,0.2850733202013569,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8097385276940111,10.102858560974909,7.978261390847225,0.9374297335798364,0.9284562489648792,4.0,-0.2909569636851596,25.82152826767064,20.024533083437813,-0.0256942853729617,0.0311884440475513,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8217310297619487,9.68493742395879,7.736173114022882,0.9445349468694636,0.93203538168707,2.0,-0.3112561917439453,26.821834140152355,20.772634310463594,-0.0533683850150895,0.0093007987744829,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8087945265624374,10.134645951755935,8.008460090831804,0.9316520246165008,0.9158237846468028,1.0,-0.5657099945976207,28.05236652175792,22.13458150950289,-0.2647085996493247,-0.2332986817520546,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8009472281804418,10.156486012337746,7.86463144733046,0.93161454429391,0.9171917805780422,0.0,-0.0132313588540107,24.42363509776437,20.260379562970016,0.1662598468445442,0.124630703578072,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7914336909829632,10.342979028945924,8.302634162208772,0.9359031819336366,0.9242260699438152,4.0,0.0503235408551911,23.817076198823727,18.948006680764365,0.3347629562298017,0.3823384587437518,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8237121549109265,9.235266171743284,7.255386204493927,0.94732461417378,0.9272013058049914,3.0,-0.2352924470203217,29.321789557393497,24.000257154135355,-0.0151628618847348,-0.0575618300667088,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8193600286160825,9.40513857147502,7.621386419217684,0.947276395555814,0.935980212907463,2.0,-0.0886664297801247,27.25826442060181,20.44346837781958,0.1665326518698974,0.2450207937630441,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8031338858968871,10.773958502542122,8.680104830601936,0.9335731826334288,0.927009787651154,1.0,-0.7132561429650073,21.483776915513985,17.282521654553,0.1463563828428282,0.1515566014196039,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8180730574408518,9.957545769647648,8.075218376679597,0.9469015871499428,0.9241602915420418,1.0,-0.2045674053719806,24.08277373458097,18.917157903299845,0.1225954884793543,0.1025332386499414,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.803801874179615,10.460668937322897,8.391267015151536,0.9350465045070162,0.9242596872000152,2.0,-0.1536738530613304,22.270084789110285,18.806062285714287,0.1520133805185987,0.1813108655213918,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8028355763582103,10.440561461057792,8.218993872088234,0.9345952211171836,0.9219249931579676,3.0,-0.4926784103828101,25.67325581033692,21.00216128654968,-0.1461301980720464,-0.1083328775490309,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8029561192221758,10.544001989889162,8.302121137806653,0.9348047731578624,0.9261876950231902,0.0,-0.3946342243122793,23.662382778182103,19.046508341687566,0.0714956867502475,0.1373235583761899,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7957939912597203,10.549376192055307,8.319377753401385,0.9329017295758986,0.9190023962121812,4.0,-0.1062492174932314,23.093615291076905,17.455166817042585,0.0637344935375172,0.2013459542325424,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7968314253472791,10.399328723716334,8.13807827674709,0.9294140271968184,0.9170330356986504,3.0,-0.2266903767848025,25.49300041137568,20.35915424185461,0.0670844775601609,0.2239851187219608,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8126898178059677,9.672370865480849,7.669956112966416,0.9407167604375292,0.929333504241144,1.0,-0.1985806644101981,28.052027076837103,22.67552429197993,0.0683991364401377,0.1900645584856111,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7887091128159244,10.802531906611753,8.550494447124304,0.9302652520383295,0.9156017247422172,2.0,-0.0364337306703768,21.63492483782447,17.724401661654106,0.250812548489826,0.444164797951027,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8228093842551294,9.626621878213593,7.753057098021043,0.9531192402892974,0.9384462595001858,4.0,-0.0128427562438022,23.986543319334245,18.015411689223047,0.2334036352208501,0.3334062807747018,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8340598961134068,9.080273200206657,7.085587531230662,0.9480881130280148,0.9474451188116182,0.0,-0.4103818295631023,30.87509806417928,25.438024977443632,-0.0579194049407996,0.0030639601731039,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7884624240024617,10.037517424356423,7.943889408880097,0.929183819694683,0.9279856739114012,0.0,0.0136151986914205,27.38664067789795,21.22413165088861,0.1930660899457728,0.1819673924937083,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8031409158514778,10.525946550034694,8.20065667748919,0.9358405232701748,0.9250324269658916,4.0,-0.5495663269063249,24.32616798357806,21.0171280618212,0.0183727150514926,-0.0346865083707189,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.79421485036054,10.30816929851591,7.966780470521548,0.9340799846254644,0.9241987752512052,2.0,-0.0798500109703452,24.8120893618661,19.14744371950709,0.1464138833623899,0.1773814085929083,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7935591631589333,10.580037300794114,8.212633181199767,0.932660708437597,0.9125587134370784,1.0,-0.0422958693420718,22.45780402136844,17.34977572807017,0.2177301432422955,0.237785194862671,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8048770735151741,10.734523918794396,8.57455876592455,0.934825497416193,0.9248747694380226,3.0,-0.8577985686091911,22.40748611983946,17.684701036340822,-0.0471283815640319,0.0050336488558135,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7992648883389812,10.496438478950331,8.29755708874459,0.9265617794650816,0.9099525365783272,2.0,-0.3246829733303531,24.78204293832063,20.28149078320802,-0.0677026978679266,-0.093773935879199,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8114197195321005,9.814836607050887,7.574808704390847,0.9393861962265128,0.9304519045170364,1.0,-0.2246297799514096,27.41144419952404,20.32578118421053,0.0022687056704698,0.027794495856014,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8001339036414281,10.571638282929404,8.284189921150274,0.93346732447272,0.90442573546211,4.0,-0.2072478892478861,22.52111945931929,19.340080056390978,0.1681019003922916,0.1783662529342631,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8071503628103273,10.163537786492586,7.872198729128014,0.9297075461533612,0.9214452000304316,3.0,-0.2012603690758265,24.625337486145025,21.13401434210526,0.0718589372220023,0.0880936752922065,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8038101991436751,9.773637382669714,7.482393526592452,0.9375188120723636,0.9228622710965187,0.0,-0.0435715122551301,27.28948100194135,23.11139071428572,0.1108122480662671,0.2270489112594375,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8085585487901712,10.274737313440337,8.117753344155847,0.9356818324944848,0.9230068468365492,1.0,-0.3229734781481721,24.531999294227138,19.57072498746867,0.0567664683071962,0.0257139730823941,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7793261930510991,10.60513578438324,8.310722073283863,0.9206072604106704,0.9012409671361672,0.0,0.0112062874820134,24.501708984919752,18.20167539473684,0.2882227882659793,0.3293937423969463,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8221166380867317,9.941641182056768,7.964835015460733,0.9366712656888287,0.9130879438245126,2.0,-0.3731021424372025,24.538288332438004,19.38769754385964,-0.0472734529052859,-0.0257729138552744,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8075036082519357,10.002317380717605,7.718557495361781,0.941241344892158,0.9126080006912264,3.0,-0.1316496450131279,25.52698788532063,20.901372631578948,0.1364744641555225,0.2789145420724368,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7960418745705657,10.559598423293057,8.217480575139149,0.9302343557049386,0.9090140658330044,4.0,-0.2825902230979549,24.646020687124548,19.904151422305755,0.0423739376415063,0.0454097822518875,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7899855763552042,10.55686201276483,8.19419051226551,0.9337061622354852,0.9132445560682816,3.0,-0.1710007898293064,25.14390048236218,20.94416410818713,0.2110345713837523,0.257686836634205,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8098988072328559,10.094102083927552,7.89090818027211,0.9435545541741288,0.932736136978146,0.0,-0.3832176205269131,26.339299482490464,21.70200726817043,-0.0113911572917893,-0.0841540823598842,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8010601463491004,10.259166672150448,8.210097326839822,0.9415531174148216,0.9301274316111512,2.0,0.0612376474688519,22.64654268703103,16.42159653508773,0.3148725819612309,0.4625485589896505,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8229345504836564,9.53533224795958,7.4965515558647695,0.950470244783948,0.9250786745536582,1.0,-0.0963717219743254,24.673615399070645,19.4410284273183,0.2559458796594756,0.2727869569974833,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8042917712029766,10.460997778633237,8.145005562770564,0.9336198438472536,0.913990789921732,4.0,-0.2263107870386005,22.459539615311886,19.21173057017544,-0.0056982389198068,0.0456311211494403,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8032410277115265,10.249755854258153,8.150823343202434,0.93907046438549,0.9221851381105464,3.0,-0.0877380277628734,23.937783377044447,18.495176257832032,0.1537591266314943,0.1728948954822918,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8226113603558202,9.635447563602565,7.766721750438065,0.9451785220929184,0.931656150770891,0.0,-0.3138737064192325,27.328437316186204,22.91933254229316,0.0656724305099915,0.1476253009411249,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.800672839014072,10.55380761807619,8.334635682204697,0.934582332288926,0.9234281893663864,1.0,-0.2467653865802159,23.03612794905092,17.652052674498783,0.1136902309952271,0.2110734215997373,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8061423349176788,10.058752106373973,8.008666361806856,0.9449651986841564,0.916776193697014,4.0,0.0042218657415984,23.55866147442155,19.19920730952377,0.27367479098774,0.2824314716707565,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8048779836674937,10.681443922920945,8.412947577484037,0.9359490291287942,0.9202673663697628,2.0,-0.6215960361982575,22.038200251132587,18.81046548621543,0.0832359881679746,0.1250683882262829,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8052311743531304,10.648535929514145,8.44773796846013,0.9384733159770094,0.9288622227500836,2.0,-0.6533961626733242,22.87969934223528,19.49786248652874,0.0517024630035037,0.1217990814909638,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8154087745953877,9.907756595168228,7.798053441043105,0.9423025216260736,0.9212301732611288,4.0,-0.1462807965897741,24.48729544019709,19.24486949310771,0.107319439631881,0.1778093883357041,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7991990935433017,10.584868944017131,8.433706648783758,0.9335511704601192,0.924126487381189,3.0,-0.3385078555687426,23.976950758117244,18.49185500877194,0.0985534138165334,0.2376757677136316,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.825495971594179,9.789943881604112,7.7661955927128,0.9484901787239272,0.933781846746764,0.0,-0.6295595147832391,26.56234152754297,22.5577860314328,0.1166460325538538,0.1773717036874931,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8034132843914341,10.164046578366046,8.155745747680884,0.9375408787411692,0.9232649091585962,1.0,-0.0126992336203513,23.80103651763253,18.784311265037623,0.2205905103728198,0.2234502383385063,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7970247092818532,10.351081582845934,8.084559134353757,0.9283852313204196,0.912707396564588,2.0,-0.1470545015737754,25.14941473380611,20.201103665204727,0.1045035560516751,0.2009082456363847,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8196696306542784,9.69805587253626,7.539233866883106,0.942648439211894,0.9238480773534123,3.0,-0.1958162199777195,25.9859870472881,20.17870193546372,0.0618947724298017,0.0924710002188662,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8226225710401135,9.962493646285113,7.961910602221221,0.9429898482263264,0.9287711000395932,4.0,-0.5146002851771816,25.272833533541284,19.285935071741942,-0.1271453810936098,-0.1013295400105077,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8052862503985485,10.142378088675764,7.919843739332109,0.9414418049007808,0.9346066393383584,1.0,-0.1450064315703734,24.947522525632817,20.4075576426482,0.0990435189413584,0.1912786565209153,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8131971859660512,10.104107161365487,8.058995413265295,0.9461766930702102,0.9249045267892771,0.0,-0.2581398090377027,24.35218604195877,19.89918287030079,0.2024806642496043,0.2633911477378965,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8191924866218003,10.219042642443156,8.197585464028053,0.9498518672642356,0.936750526172728,4.0,-0.3689181092907481,21.45091491135301,17.52052715538841,0.2497301522870544,0.3546339862129335,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8073144382248962,10.248975316274745,8.231038737167587,0.9395324832894326,0.9201936322962406,0.0,0.0347072655219709,21.496062061085382,16.610559815789472,0.2942845893392578,0.3357224932529566,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8011364574984106,10.28209219371306,8.274486138991975,0.9359340741835692,0.9176132536860804,3.0,0.0166616651992762,22.86359973619255,18.389980193609027,0.2167727785106381,0.2068286289469197,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8158982651340175,10.381533030578348,8.32067785116473,0.9346374546343046,0.9270909318542484,2.0,-1.4895677047455789,26.466600368127263,21.30514952067666,-0.1651385747362176,-0.1174153309193032,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7969522854433089,10.79862593641326,8.43429248917751,0.934062877383381,0.9128556877373952,1.0,-0.0893229150885963,19.30652970055452,16.7121058283208,0.2333485078391347,0.2137229165784837,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7966863324930926,10.697738098919162,8.200352246753267,0.9314155513360588,0.9215365747646732,4.0,-0.2760003106674136,22.802852684341417,18.63518506892233,0.073408048255182,0.0982709570340391,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.800811503058971,10.741973867394943,8.617151917027428,0.9371814283199732,0.9243460017712928,1.0,-0.3513734579383087,21.53028852330109,16.608442075605648,0.0819487243667637,0.054823001668752,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8322943193934742,8.976815157840457,7.181413696351264,0.9540684389341796,0.9432393291625878,0.0,-0.0830513484568309,28.052712341981827,21.88612634398494,0.0734756770236335,0.2152314257577415,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8326529344255552,9.284007867334978,7.432327830705015,0.9469421181548544,0.92197598732354,2.0,-0.3344594891413881,28.117073361210903,22.622805938596485,-0.0538374602948537,-0.0821752927016084,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8099624061054932,9.87625253585699,7.672783441867668,0.9446297947257284,0.928318480132519,3.0,-0.1382087818117789,25.992333317653223,20.647474987468645,0.0731185599657433,0.0775796038953933,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7959124558871158,10.56931574597926,8.273721272727284,0.9333880651574812,0.9138106089551986,0.0,0.0269385666397811,21.1364475581448,18.193758394319147,0.3284029890692941,0.4117518328044643,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7915523159432616,10.728520628257062,8.522246721809953,0.9325696215987632,0.9134024887029888,4.0,-0.1497642313045366,22.40815447624949,18.44793024812031,0.2568634408018513,0.2382098697888171,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8021951973649325,10.260220981673708,7.858899488095242,0.938451188780092,0.9243885930034428,3.0,-0.1119130915397674,24.349966329059487,19.8618063439849,0.1276709326938778,0.1010012585633895,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8326851247136193,9.02084407706111,7.100231069418675,0.9457915173081722,0.922359669374461,1.0,-0.360883471255105,30.177376723293044,23.781734571846314,0.0141279355919804,0.0543852930725943,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8100987738475142,10.257898310840398,8.127436632498467,0.9302580686177002,0.9221131698981546,2.0,-0.7385740182013154,27.63859905191537,24.18822719674185,-0.2190717050520876,-0.0763296126066973,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.80436485349791,10.768131751473826,8.609579393939393,0.9355175251272592,0.908057741820585,1.0,-0.5340367792681961,20.485031515599232,16.34343796992483,0.1977246534105816,0.2837290732027573,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7999823683637219,10.325084419389748,7.995582467532468,0.9390730149856282,0.9319008310881712,2.0,-0.0146438344510488,23.197606185125466,18.573162412280706,0.1979097897432486,0.2854798117956012,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7773945930821816,10.520153633361057,8.01641245516388,0.9204768477198269,0.9062016370209044,3.0,-0.1682942584265008,26.54285555263309,21.24931306390977,0.2456156901675499,0.185031185031185,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8163370993506256,9.023738323962773,7.409149262523193,0.9473101126570078,0.9353329626109612,4.0,-0.0927251076502457,30.708440980238823,23.568561973684208,0.1421274019213444,0.1594353561504425,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7937060970803351,10.460614121936992,8.22763286178108,0.9262100119444256,0.9138542167489376,0.0,0.014983854670326,23.08335518373066,18.316977330827072,0.2439887532046369,0.3567520266491843,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8041277743852226,10.268313697311324,8.056712980828697,0.9320404045608416,0.9180775761451444,2.0,-0.3024028372964153,25.594533391591103,20.54753833333333,-0.0162800475436301,-0.0596410596698789,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7806530528212259,10.421238103317195,7.781456850649352,0.9269371200505074,0.9139117184637224,4.0,-0.1942306359892596,26.49441012429909,22.306716271929822,0.1556046124157487,0.1715817696938187,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7852470875900588,10.36193597664768,7.908892348484849,0.9252204935958808,0.920937606584706,0.0,-0.1862710465393675,26.971909972450145,19.73380666666666,0.1391557292009878,0.2333953386584965,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7897519359298515,10.71548791184632,8.30980109848485,0.9261782731374252,0.91350284800159,3.0,-0.1592719636713404,22.77748301874003,17.284922672305765,0.25577643870331,0.2686436508917889,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8099588307137995,9.869173768138172,8.002937789115647,0.9333506999834112,0.9195196463670164,1.0,-0.1117458967111728,26.11195149701572,20.25035364035087,0.1141221552846195,0.1751928656121198,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8014622596299759,10.568181763650276,8.249665091218306,0.934430696682061,0.9198055783591124,2.0,-0.386390039507523,23.7021158346581,19.520127048872173,0.040600421982127,0.0688296767457984,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.818098928881957,9.811867598956166,7.767533882189238,0.9376970108092034,0.9301797176951118,1.0,-0.337220790938282,27.01647690644794,22.516896867167915,-0.1215031845386277,-0.1579033760638906,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7958359517791677,11.064946606196356,8.805283446969698,0.9310524483044964,0.9202625031488174,0.0,-0.6780394383015858,18.902141475171504,14.695059166666672,0.2831915226926931,0.227267753583543,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.826649147124149,9.533471125204509,7.869425372603589,0.948276721648068,0.9250259784785656,4.0,-0.135077298925383,25.309199810905508,18.76004556077695,0.1825760016843269,0.2446924943520172,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7791967827392026,10.808184192489596,8.201268497217068,0.922596179476188,0.90944644835513,3.0,0.0164294950702481,23.05473258858768,19.59711654761905,0.2371659897380925,0.2478389320494583,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8591354042866509,8.782319872918341,6.623099687774927,0.930837087888305,0.922930591400032,1.0,-0.6491053950643331,27.98246161720566,21.511499574144807,0.3473499692771866,0.3966453285795316,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8396235822229634,9.110707135360135,7.151695822445638,0.920326220130558,0.9165343652974725,3.0,-0.7352309394716263,32.18479402288086,24.37464179400384,0.4644367547394363,0.4700128700128701,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8320023497249129,9.64331795682965,7.15665532610412,0.915593618953344,0.91609849770719,2.0,-0.3831073753982414,23.928382978227145,18.10307426571496,0.4170635575729339,0.3748768472906403,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.900931522878788,7.359430180513091,5.610233614440887,0.9533747783310402,0.9448005072675836,0.0,-0.5130647669567945,26.360191888821795,19.82315301036828,0.236126525449304,0.2874643505315012,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8477469786287838,8.747830502394459,6.798423429183871,0.9252799022911496,0.9149438278011872,4.0,-0.2465883070144459,26.592909659009063,21.589878241023115,0.3180110296701956,0.2751131221719456,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9628778220315752,4.523977279179816,3.4382394366197184,0.9812646655614624,0.969137303318414,2.0,-1.8667340518835857e+22,2900455345902.011,410186328789.6655,-0.0923328912753436,0.0433623856640152,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9392395268202112,5.6941097016230415,4.456029411764706,0.9737279345479904,0.9593717913523746,3.0,-21.18649285187104,106.1395138485192,79.97571428571428,0.1256396181472586,0.2212613260823778,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9585247851137688,4.578590161572343,3.431985294117647,0.979076899075928,0.971609525481438,4.0,-17.475862192562076,105.13546630843874,76.2555357142857,-0.0935219970359322,-0.0246753246753246,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9453516946988172,5.292725556612093,3.689848511049089,0.9722919801679006,0.9747877192772954,1.0,-17.79808562111357,104.61612072724748,86.17139738045825,0.1696707334349441,0.2157716497339138,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9997938953737404,0.3299653893986148,0.2200050357144752,0.9998969423764336,0.9997316636851524,0.0,-74.55833456622081,201.9476641882308,147.9170768673792,0.2175164663446961,0.1802056956458448,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8532842975819553,8.523696586663565,6.294867655580481,0.9278106006673952,0.927465705647638,0.0,-0.2170899150706673,27.00417850759588,21.390834535387487,0.3675292905673251,0.2677381648158972,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8296430792905265,9.35683401937089,7.326011640260892,0.9151725374417292,0.9067362164866168,1.0,0.0264698815409868,24.1310978002799,18.26202845160489,0.4183903941017213,0.4583907300867029,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8774465940959313,7.944094266532222,6.049728806686471,0.9408524767644532,0.9340077398949423,2.0,-0.3807201676973775,28.625307543998176,22.231031058904943,0.2565421005180867,0.2872244035034733,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8681209785994124,8.816037345116506,6.785188565508809,0.936023414558122,0.938784723152847,4.0,-0.5914928098289529,24.69736316941436,19.113936892043142,0.3755056425166071,0.416195444162548,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8680656461890623,8.501962096548695,6.68148110582414,0.9365766832460418,0.9228649423049584,3.0,-0.3425688776506577,25.91791107522795,19.76998041478928,0.3738526604232909,0.4816549570647931,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.922851410841452,6.190196936232884,4.640988555986955,0.9606515553734624,0.955026680961298,0.0,-13.807988805079868,96.7283939780081,74.61860412191048,-0.0541801972172208,-0.0666521927920104,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9346207351262524,5.859589864687881,4.615367647058824,0.9668595620674032,0.9565620934897514,1.0,-2.931957866916433e+23,12703976411786.615,2400825874877.366,0.3651948555435513,0.2569763666876684,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9726836047063616,3.719657620917317,2.3498433910559724,0.9862472330538432,0.9862159463489648,4.0,-443.8152112268375,509.58480616301085,362.4826659064876,0.0126532557630269,0.0774400935125657,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.90198839288165,7.424607222783753,5.638129655961312,0.949730694924435,0.9358622336114464,2.0,-6.300027914059032,50.97275798926384,38.81043341989192,0.265432596058068,0.2775041050903119,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.939084745440564,5.729904013157637,4.417925925925926,0.9705630476200844,0.9652815974146146,3.0,-22.52512111784809,109.12050700543324,91.8042105263158,0.1896691255390671,0.1950057526466917,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5123628090573943,15.507716402096332,11.730816232802594,0.719393693345876,0.7189092735466699,4.0,0.2410334469002836,21.421223043811622,15.806259889496426,0.5278700907614544,0.5953930127102268,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5838636250716771,14.831624913933211,11.591354076742604,0.7674447698416073,0.7639823373754016,0.0,-0.075136687554622,24.19697198160063,18.0099088115512,0.3147388657456101,0.3458603145235893,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5330139883437974,15.469281526348944,11.862269713464416,0.7339466669072323,0.7558466194317143,1.0,0.156188272918734,21.889234893795216,17.129523801789887,0.531272592401049,0.504193014542343,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5093915516699994,15.81582991779064,11.909787879623195,0.7164170639570804,0.7083537397197162,2.0,0.0002479384022325,24.53517498964674,18.71872581934844,0.5951655108783405,0.647689519782543,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4791971901007807,16.62900874097971,12.55714123081092,0.6943216196314461,0.7243698900991216,3.0,0.2828239908646933,19.628364879487226,15.22063545513748,0.5927115369596792,0.5205164678848889,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5423241493004387,15.643194317283024,12.262844827586203,0.7371646051108057,0.6866073089692224,1.0,-0.0269651147062401,23.268763085439584,19.53355263157896,0.4695314007534648,0.5970280564247181,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4792485944886433,16.179385531486375,12.595735294117649,0.6928876511638169,0.7160518391285289,4.0,0.36264022626234,19.608056197827025,15.818571428571428,0.6142833144185369,0.6579858816262466,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5240288245803408,15.775997799789,12.3375,0.724068760158845,0.7189225771771185,0.0,0.1153226842886804,22.407644119808754,17.077,0.4258148030940443,0.4613724851456771,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5079039483252124,16.655481069167294,12.95985815602837,0.7155661501524537,0.6937533188187021,2.0,-1.246148397211268,30.392839326935896,27.230980392156862,0.6662727171278626,0.786225527848406,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.544422764556315,16.05065132760924,12.55357536764706,0.7378501010023021,0.77679539428778,3.0,0.1089381422313053,19.645550952788145,14.554972098214288,0.4486667493673074,0.4382775119617225,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5003519126254066,16.2387769101631,12.53819269341422,0.7106563241069026,0.6974608619849822,4.0,0.2484023022991531,20.25093311718337,14.453779488156885,0.5851411802599814,0.6746218487394957,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5027291864899469,16.337880702759648,12.641384277095783,0.7112178827131841,0.7298898292669803,0.0,0.1976584741834101,19.61884744275211,16.783455714115135,0.5691851471856209,0.5378151260504201,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.484812270509276,17.006812147416774,13.17455734334546,0.6987254020016114,0.7171923061790156,1.0,0.2906966324143221,17.882674071611294,14.024380884173263,0.5658971288246293,0.5804026115013623,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4782798662153568,16.524900995362618,12.955000542372366,0.6937440194940712,0.6771309809380878,3.0,0.1527575291132741,22.1217529884698,15.610546965611878,0.5377062723513769,0.6359970674486803,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5726733551680327,15.097088140256112,11.82770843530014,0.7606993096081007,0.7553160763725345,2.0,0.1210461414099671,21.590031664733587,15.834142390085102,0.4475225872633778,0.450733752620545,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5771662609559969,15.220865820906122,11.989577464788733,0.761442999603731,0.7804506724054746,2.0,-0.0494836024521505,22.5954975160982,16.397199999999998,0.3724251497984822,0.374660812631793,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5116205401398801,16.462632297483964,12.312297297297295,0.7152810582482168,0.6979498310807428,0.0,0.2608999079180608,18.38263168665664,15.040681818181811,0.6050214757875771,0.7079221947978349,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4995506459612437,16.210742900453866,12.043769230769229,0.7076427282045343,0.742838610829906,4.0,0.3290413302067358,19.173018129484685,15.545967741935485,0.5755277578466605,0.5529726036904168,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4728685378579084,16.25125583504906,12.878378378378375,0.6916277827807263,0.6656300161971958,1.0,0.1809427600691995,22.73086607956839,18.60181818181817,0.5385344850046858,0.6250314657933558,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5033576884544404,15.951407392773184,12.514671532846716,0.7119110774080526,0.709380605335712,3.0,0.3003496278438362,20.192170985085014,14.780545454545456,0.580956021963355,0.5860787543077167,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0763247442820276,21.97941895207729,18.10123691368521,0.2762695083156086,0.2475466976463319,4.0,-0.1565087143699264,25.51582169260252,18.744103552854792,-0.089259435335616,-0.1557750262029197,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.056064969232117,22.891207096446458,18.277916616254814,0.2367806525902468,0.2457168560378395,0.0,0.0337481652055934,20.89424578791729,18.13450097868512,0.2219100828756034,0.1961181585866701,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0759093748158671,21.530733320336942,17.465883165696017,0.2755167355310041,0.2463038083486135,3.0,-0.1138072920394916,27.30486231819711,21.55942064561663,0.0945767514299918,0.0427914764808812,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.075248956653911,21.82855331033225,17.75506113818807,0.2743156358653831,0.2631186293126449,2.0,-0.0467100266619948,24.662893423781004,19.50350179455545,-0.0310609962701141,-0.1663545126051941,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0625871078646901,21.93023066310014,18.063131864028065,0.250174301558093,0.2200451397474968,1.0,-0.0227607050060429,25.016914684351445,18.851430117591786,0.041352066856878,0.0438980447093559,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0692777745640531,22.92238031978694,18.404141520612733,0.263206714511719,0.3391456917779425,0.0,-0.046726625116698,22.35608527528815,19.04441926187145,0.14676795348646,0.0812904524418345,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0655213402547034,22.927768396458973,18.916480746562595,0.2559713660835981,0.2710550669072382,1.0,-0.4631183424679985,23.22677319267644,20.27272641207399,0.3931025247918384,0.401655422292264,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0399090633894352,22.009222089310416,17.96807553157444,0.1997725291160809,0.2449042901740767,2.0,0.0717104053371582,24.204834541406942,20.1795447147385,0.2806013000810553,0.2573394904790612,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0585944129833951,22.499656314898026,18.30214755222243,0.2420628285867024,0.2684235515199646,3.0,0.0291231396640224,22.407278862906484,18.681680771069672,0.1849239503228329,0.0971292640848469,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0484420634495971,23.23897114896212,19.06214170431808,0.2200955779873764,0.2031858900535227,4.0,0.0529057443051345,18.95737059885904,15.29743451185219,0.238121221269381,0.2643903059179062,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0697336339077369,22.73211530330057,18.618765793178937,0.2640715187275607,0.2687003723158485,3.0,-0.1110306249453929,22.27838586044691,19.06812256638044,0.1095940886578798,0.1374518576175132,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0349107385121586,22.129632552994536,18.22291099121295,0.1868444727695417,0.1723865395976127,0.0,0.1003104233228606,23.55027575990407,18.692432099641103,0.3219550622290935,0.3293512369957442,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0956553158084966,22.505418069443976,18.36021283247956,0.3092825504108071,0.33226744582969,2.0,-0.2091179172733741,23.29997922974158,19.512998342954248,-0.024711051139751,-0.0089350020592776,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0564281724716796,22.75088483255596,18.81210567359648,0.2375465422388964,0.2634620401998223,1.0,-0.0308833417957539,22.388331362158297,18.7874150073608,0.2423392064190584,0.1692833529098859,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0580601273478924,22.93557429002142,18.81715117961686,0.2409569393601649,0.2746517318136937,4.0,0.0029842414142681,21.380594208027624,17.834208648022294,0.2066570390343309,0.1068504336817849,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0437512902235108,23.328888654731816,19.070235783030288,0.2091680908348856,0.2103097542965705,3.0,0.086658446827427,18.54492145848328,15.474094300364374,0.3158883155173057,0.3359413475510355,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0718201454255177,22.32479864539736,18.380657372272942,0.2679928085332095,0.2628663837828618,2.0,-0.0414796927668206,23.298563358603342,17.700582497132267,0.031162316877199,0.0186167335217564,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0241116849876922,21.916405989308373,17.950754048235346,0.1552793772131122,0.1549600640045506,1.0,0.0085840289288443,24.24659291637248,20.3328326178424,0.194550701955313,0.1616850783943244,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0455787432540548,22.204871099162617,18.100668993886867,0.2134917873222642,0.2282855377457158,0.0,0.0614445601837431,23.919907784891087,20.30648197497954,0.3031353749719951,0.3315679295996131,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0564508915388096,23.037610572453783,18.957434285657552,0.2375939635992666,0.2457885251300525,4.0,-0.0349468943547714,19.49375451918107,15.946992746091588,0.2137888282727092,0.2220205731771768,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8539798438254851,8.571076042535177,6.782729447598912,0.9281264139803158,0.91560077511451,4.0,-0.1071040076761284,26.863374177828334,20.676316874944565,0.4601389941983357,0.5362731152204837,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8695509353471323,8.275367474309334,6.135434326506367,0.9365142047795392,0.9336889636588278,1.0,-0.272362130053873,26.75131708434136,21.35802267774076,0.3406227593090603,0.3014553014553014,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.835111932870503,8.921832302959919,7.151471713857975,0.9194399351610212,0.9155843462420812,0.0,0.2106270824953139,23.968182229058066,16.38171929188114,0.5244407768181711,0.5664733559470402,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8520789690428618,8.93742827522237,6.92356570531117,0.9269648988489992,0.9131716950022508,3.0,-0.6452444406723234,28.52065423515722,22.69378514672097,0.3848831645146002,0.452456505088084,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8499249189858746,8.899208480691241,6.954486721474428,0.9252370120289696,0.9165593312798642,2.0,0.0005267074888046,23.476981164050027,18.492149753903785,0.3982839330295118,0.2239851187219608,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9082333809390456,7.001059437037732,5.373610998376623,0.9530340939697048,0.9456783977880926,4.0,-3.463393863943785,48.44334974596436,37.029300986842095,0.3277053711383103,0.3268410110515374,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.8847445351668539,7.5713181013749375,5.82474025974026,0.941532593807319,0.9232281384843356,2.0,-8.583773555656117e+22,7548603859314.259,1846152649890.0813,0.2131944986962734,0.2937958201116095,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.7577147667134014,11.78876917118274,9.34525974025974,0.8819762532526242,0.8535363953499376,1.0,-3.793274078135233e+23,11006856407020.896,1785547888565.1843,-0.0340292201909917,0.2971434896620123,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6826994807989448,13.389316127556192,10.856948051948052,0.8562512303514477,0.8089067081981041,0.0,-5.005773386194698,48.8331551790056,37.978157894736846,0.1872217702439762,0.2672795964440215,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.7645010014061292,11.388366130261316,9.23974025974026,0.8889435715797199,0.8847324925998858,3.0,-4.100255170767195,47.42297322473239,36.77263157894737,0.3107727495895011,0.3863338848538173,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8462623599979533,9.103330194088114,7.07529656109447,0.9239067666640356,0.9255886469839198,4.0,-0.1334681919712856,23.469661714383687,16.997424877026454,0.398021828291064,0.379363168836853,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8196097647388733,9.312886419950477,7.208567361419593,0.9104114026511896,0.9081345985778267,0.0,0.3178922281424069,22.44556469086891,18.27810187714337,0.594105382103719,0.5572819783346099,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8292209057059194,9.482779905445996,7.375117324710422,0.9151719328883532,0.8968233106188707,1.0,0.2999316206648084,19.722246183322035,15.501714017938244,0.6609729607932302,0.6305941569099464,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8768989907378224,8.271156867758725,6.411480861775067,0.939866303479176,0.9213014645570364,3.0,-0.5245865707050683,25.85610518752763,18.843001576602347,0.3210750599683137,0.3876791771528613,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8534492964469365,8.985181155663728,6.664513555871869,0.9274497391569622,0.9146561149498432,2.0,-0.2456839748767183,23.87344999157281,17.774490789471674,0.4796153869350558,0.4813436918700077,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.8987696429453487,7.5584229795719855,5.47593018701208,0.9480346211744318,0.9433869270536605,4.0,-6.6794016692263085,53.29974446644541,39.2595844378349,0.3454701788505862,0.403435824488456,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9176374293744944,6.625163366687747,4.951451825636675,0.9579339378968124,0.961376542363404,3.0,-2.762547748187042,42.87837132187812,33.239016313623075,-0.148192329193913,-0.0668563300142247,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9438008863231666,5.44896507636992,4.256145374728519,0.9714941514611228,0.9583445597400084,2.0,-1.6650467756123124,38.077999003095165,29.341395341799817,0.3366597599533549,0.2780391727760148,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9097153526899342,7.104399110299797,5.134259333094018,0.953789994018565,0.9436029204000352,1.0,-2.992619869144464,41.15188146020703,28.57469646326015,0.4653057977678934,0.501039501039501,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9080715765132346,7.070077612952471,5.217299381237985,0.9529278968071166,0.9435782770711488,0.0,-2.0895791101984567,38.68339123271741,31.7926428281614,0.2530620848607885,0.2355837618995513,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5368191866471066,14.961694005144272,11.734318040965864,0.7347668574656139,0.7257482747604443,3.0,0.2013319398265992,23.96585554352972,18.195822820887976,0.4998162351285153,0.4789364263048473,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5315469628905705,15.472399490868565,12.187985353649925,0.7310310621949709,0.7233281582427693,2.0,0.195581161858197,22.301953914190115,16.85091770923857,0.442712251843127,0.5051975051975052,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4819791800110664,16.15544537879182,12.02578876585408,0.6977835259809965,0.6976800732072359,1.0,0.4293269529201058,19.075425084909305,14.648272997685227,0.6582939191715714,0.7024128696840706,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5314857571764787,15.307475338175674,11.43864614713859,0.7318647459719921,0.7355037552359329,4.0,0.1993968684474214,22.949114633518253,18.025217659509103,0.4783575359578668,0.5493242881779147,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5028573148498938,16.487767808813352,12.516524243886725,0.7113850659593741,0.7413487327139391,0.0,0.1904580162942363,19.5945659092748,15.496434538823252,0.5531607000728614,0.4406390195863879,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4942581452837937,16.90852213468761,12.784415584415582,0.7059389353701776,0.7117956673495812,0.0,0.3499352075523024,16.049495975033967,12.75578947368421,0.648855252977182,0.6264229759795292,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4952966814947318,16.42082406540588,12.447987012987012,0.7038168357974192,0.7114225022032188,1.0,0.3921015300675952,17.87427400071487,12.91131578947368,0.6272346609487852,0.5801861530486652,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5041686538523859,16.601817476002243,12.622012987012983,0.7100496187271228,0.7083964859174346,2.0,0.3180643246249118,17.262450045661172,13.332894736842103,0.6346253887711086,0.7148875646745652,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5266710651434623,16.85281241703106,12.811103896103894,0.7405807138284997,0.7473434709272753,4.0,-0.8752028376690286,22.02384395675693,17.015,0.356480416210914,0.3392782250296163,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5507853804102936,15.650201214423667,12.063961038961038,0.7427122855608954,0.7633583811338959,3.0,0.0125789295395781,21.659102802529155,15.500263157894736,0.4444426623917596,0.5001917500166795,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.493788416692034,15.532324343031544,12.102252255891816,0.7054460828284872,0.7352119247621504,1.0,0.3222178539783441,22.44503071662993,16.997327768289676,0.5872906284844557,0.5653791443265127,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5725125174931134,13.954316429984775,11.179696437437778,0.7595697877104277,0.7584066609285327,0.0,0.1477074409086827,26.385859296807805,19.24777794628045,0.4282890115998675,0.434292592187329,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4870993491804857,16.509456665911383,12.570301397786976,0.7007835782095497,0.7170682981645647,3.0,0.3774394073978434,18.261650086169205,14.778863745682896,0.6168689369981221,0.6073968705547653,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5534876814313483,15.163961451218094,12.041774664416822,0.7459696254490462,0.7255484381853935,2.0,0.0496816913797132,23.680016573320504,17.75799611166004,0.3770770705346469,0.4472042893095524,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4761740138760209,16.00288035041853,12.2043488850499,0.6926530184673424,0.6952124504873636,4.0,0.3543889418178003,21.19287792301495,16.37464805783155,0.6091399149103236,0.6828974723711565,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5033102142288162,16.01501918857388,12.350324675324677,0.7105921671711773,0.7130105507326315,3.0,0.324583724515769,20.07546388007012,14.669736842105264,0.5955463402459993,0.6579092037400902,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4336694752201921,17.496253513623625,13.934935064935068,0.6977617586104382,0.716302052036433,0.0,0.2673541179109331,18.764581838638115,15.605263157894736,0.6076752467494575,0.4836267403626829,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5177713211436497,16.27852089510799,12.754025974025977,0.7196749835553039,0.7218275555624424,1.0,0.1781275175188814,19.395145943875,13.934605263157897,0.5600404583597387,0.5638780990001583,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.596766561507458,13.83882776452196,10.909675324675325,0.772592618416369,0.7757652886222544,4.0,0.0556184721482164,26.50251979082664,20.59763157894737,0.3790103377891149,0.396606496697229,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5397465184241275,15.859219818350246,12.462597402597403,0.7368206323126145,0.7582867290289157,2.0,0.0164036319704832,21.61990639738246,16.427894736842102,0.442160504560427,0.3970886155330911,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0722967833445515,22.5367234260296,18.189557293254506,0.2688809100099432,0.2743465767703966,0.0,-0.0757303303868024,22.520004676779017,18.86132497569693,0.0560936162952167,0.0495677864098916,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0524092682065887,22.50812797671229,18.616414089562493,0.2289309560918554,0.2300898259061417,1.0,0.0499394654440352,22.28964464219849,17.480918349287975,0.2322933928142283,0.1852601633237469,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0508397935638808,22.8904996102426,18.570182113344185,0.2254770413942342,0.2387678891581661,2.0,-0.0773922369559463,20.8642229883622,18.50137010631689,0.1062260848264422,0.1100837119336617,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.057169269295502,22.343648241348337,18.6164285960139,0.2391011561590159,0.2132858315221356,3.0,0.0185662298279101,23.080641823326605,17.103844599297183,0.1678007135310054,0.1999452831318266,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.0576975666172555,22.876259060916016,18.600245750892444,0.2402033321118905,0.2195876483472987,4.0,-0.0089525590734589,20.96114446629487,17.64296240478395,0.1198318022678346,0.1541828529965501,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0448223294582664,22.857443077571546,18.88362865183857,0.2117128467010596,0.2296691200658768,0.0,0.0665820342608325,20.862724112888014,16.857933676741435,0.3295406002082205,0.2872462662284912,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0713739791630292,21.89128648581465,17.62643936822723,0.2671590896133408,0.2826167137267542,1.0,-0.022544140352956,24.755330049736507,20.959682062553053,0.1043077323933818,0.0514307600485298,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0498078032907003,22.57804359911767,18.731517324833504,0.2231766190502505,0.2019635965798958,2.0,-0.0164288098895886,22.39461479793646,17.844844666378947,0.2104210141570673,0.119166165303934,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0366445679302839,23.209478748121736,19.04431497769127,0.1914277094108476,0.1856295590520669,3.0,0.0954822819776245,19.27061448495192,16.169598321518897,0.429630240118229,0.4029107627631637,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.0577860078722821,22.701625376678287,18.31435001442907,0.240387204052716,0.2307267048855512,4.0,0.0083839253528759,21.585248906122395,18.919392979698173,0.1945948501838603,0.2563737826895721,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0486637483073081,21.773709143983154,17.90638454562264,0.2205988705618292,0.2028363108288223,2.0,0.0091366109951575,25.447881358076195,20.10925759782508,0.1475896885235282,0.2042893095524674,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0488597262290982,21.782310571454687,17.866601692844483,0.2210424932941219,0.1982263199985391,4.0,0.0198267922696386,25.5145408439018,19.927754157371005,0.1850798411588858,0.15801280321293,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0602481595118801,22.009685849736343,18.04698735909153,0.2454552274209058,0.2535377871939805,1.0,-0.0188389504723556,24.558280062192928,20.208025449007987,0.0959775370187921,0.106029106029106,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0648054464299248,22.932816514802905,18.56577413403041,0.2545693326458129,0.260618486928828,0.0,-0.1247659656279094,20.92486246415596,18.558177082589275,0.0868540238552675,0.0449745582552037,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0501008028277963,22.805221829596405,18.694024306743543,0.2238322842308264,0.2148674790925231,3.0,0.02033660995462,21.1272801386622,17.69912944884395,0.2887872900094991,0.3312359801423402,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0691986872624117,22.183965470260222,17.965284892346702,0.2630564336077182,0.2594793474787039,2.0,-0.0474343899052589,23.62390222975332,19.313038677234857,0.0697306695449424,0.0528504212714739,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0550629143080275,21.80580884467904,17.918595054849554,0.2346548834097166,0.2012310326152169,4.0,0.0449017854343748,24.936403047083907,20.086477384293843,0.2159196344882353,0.2673158988948462,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0389390576877366,22.92898447259133,18.8823733232322,0.1973298195603912,0.2309018636338246,3.0,0.0862954558560825,20.66878414481504,16.7168574500704,0.3501126509287895,0.2690813594879467,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0608094253586738,22.84831665871524,18.545552223996363,0.2465956718165872,0.2425512934213073,0.0,-0.0152053006971197,20.9937479858838,18.15687866033145,0.1363337676425265,0.1969688682709654,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.0579470109868358,21.99531745329183,18.13570323422902,0.2407218539867869,0.214588361322026,1.0,0.0133356343802342,24.512220619843127,19.554417476598125,0.1506487274173393,0.1816490674054459,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0004280236772591,22.348153238936604,17.03082662847307,0.2125153831698621,0.1930393387181855,1.0,-0.1658334103505936,27.018776711406712,20.062452594439183,0.1380670796180476,0.1277681285280069,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0587488978328099,23.407729828031844,19.360160115559893,0.0341129384147493,0.029753231091173,3.0,-0.0933253211779236,24.920377627054208,20.77409873828553,-0.0459368653255628,-0.0705859476276899,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0535893790089226,22.582379866873623,18.36324576794262,0.2336021481902898,0.1921919908138236,2.0,-0.0603430312459261,22.75505692357735,17.59297478027344,0.2428622421494304,0.2420648259303721,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1068018439275794,21.02760968103291,16.328589654541013,0.3402832957959997,0.3206868228580966,4.0,-0.18567791820287,26.810881577648168,19.617762821742467,-0.0355429837249006,-0.0405963860303054,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2391859816564508,20.07273665835744,15.760945534742511,0.4993629270849095,0.502480252069326,0.0,0.0649366693238359,22.1709476742274,16.359523427994525,0.3310536478762471,0.2178741406663141,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0241521216426288,23.10618964373116,19.445772784116457,0.4186333143339286,0.3889096797331169,0.0,-0.0396037245557949,24.16184433926161,20.48239522682045,0.2397318177375569,0.1905337848734075,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3716242113319405,19.089795819469447,15.251442619682155,0.637141037261221,0.630263014692545,3.0,-0.2564367994699494,18.712148278221065,16.20959601646246,0.3333155678839249,0.3793415886439142,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0931043031877337,21.19545465398065,16.974153507634213,0.3831300965672167,0.3965243718557922,1.0,-0.0737409670537014,26.698759636311703,20.55756699371338,0.03976267161584,0.0054409005628517,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5242061581839255,15.837469924669184,11.849911165113571,0.7287096160838605,0.7442032777245895,4.0,0.3163392367986711,19.39085609522036,15.62737936120284,0.6068880472692192,0.5520297625560783,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0978849971541337,21.44564593456044,17.368328571188037,0.5531313814014497,0.557993384893776,2.0,0.0747878717219786,23.51843647025097,18.42174610219104,0.4628238969436725,0.5106382978723405,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0100326787297622,23.78592748884705,19.51084825940952,0.0843546166757226,0.0887302902765307,1.0,-0.0109186918119337,20.325602848837224,16.491793988909038,0.0899048225245678,0.04593837535014,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0372556224610793,23.34195182574864,18.271259862439383,0.2063668600348507,0.1891794279829177,2.0,-0.0871652022985547,21.30475240562951,17.617340084644074,-0.1044324044306781,-0.1009481961147086,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.005882121363625,24.12278429085311,19.908548425482227,0.1355952659723223,0.1538971121594146,0.0,-0.0635693279156337,20.980382779456505,17.966934409974115,0.0651383555818347,0.0475230414746543,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0528302440503833,22.23478906539781,18.5455893460126,0.0271216674289383,0.013604629597621,3.0,-0.0119756793997678,26.228647975031933,21.36894971313476,0.0940016219846301,0.0156062424969987,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0404905138150101,23.30459474137004,18.34784001447152,0.2057644334552165,0.2000490881600818,4.0,-0.0367696356306761,20.89574627846994,17.282225053575303,0.0613528386171717,0.0494377739660758,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2901105275835979,19.89730810236282,16.100044870443277,0.6070272188289246,0.588842549134047,1.0,0.165951795790773,19.47734203937473,15.310820197280572,0.4732896179979893,0.4642857142857142,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0306445254115795,23.46660018473284,19.29129800241889,0.4724576174024059,0.4556878030823739,0.0,0.0047372557689363,20.7551458741053,17.01298168406767,0.2689672742913736,0.2803619909502262,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0001089261394886,22.09745497288427,18.54633981878107,0.4085290554699929,0.3927521273526098,2.0,-0.0194592663523411,25.37336056236904,19.29881948977101,-0.0095166588414818,0.0506122448979591,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0130556887638519,22.98293600564183,18.857526580122183,0.3418037416697589,0.377836297210623,3.0,0.0064757241416857,23.46391471141507,19.9309038892843,0.3016971238375469,0.3762127410870836,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0282306588667183,22.671641087248467,18.57232401833605,0.435137128405492,0.4541677577027145,4.0,-0.0329613469647969,23.53071362840036,19.71293539902259,0.2456484494232292,0.287678607167546,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0212053516675316,22.64316863684737,18.008919879965585,0.1852218845075741,0.1617710853826651,0.0,-0.0939512429724827,26.177188184499155,20.097704477724825,-0.0268412952887191,-0.0794350735830507,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0316437986927897,23.586356590772965,18.94320254493306,0.2018799771398869,0.1732989198183715,1.0,-0.2791538174711538,23.672041396175025,19.809546801457635,-0.1955248172591127,-0.2194077207826546,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0226364261263116,23.38834004696572,18.043007433257834,0.1327975064369869,0.1394935314652678,2.0,-0.0436751832137847,23.10765988505653,19.246455555308945,0.1000843217662021,0.0584065369239482,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0976034027062262,23.989583057324275,18.7417705317906,0.0683154822145499,-0.0008977679499399,3.0,-0.0354373224874842,23.75448643501928,17.594403639971198,0.0820387908567648,0.1661601402688486,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0810412291833932,24.636544080256048,19.69581590207037,0.0337199786346801,0.0166500260881466,4.0,-0.2244626899641437,19.184939492769555,16.568356396484376,0.018123499186982,0.0407692307692307,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0368737691927263,22.07965884962133,18.21813941095916,0.3909201995892372,0.353047312292143,1.0,0.0191803560473049,24.398382599274434,19.96277179870605,0.4071016215204509,0.4309827368045808,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0242356475051285,22.52721746623317,18.796888455952683,0.3394725417936811,0.3441974532671562,2.0,-0.0074809169209781,23.92669169166548,19.40383551887844,0.1797550613177358,0.1584335491828553,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0576606592895431,21.64148093515137,16.91373079691848,0.5609116910230294,0.55604013388347,3.0,-0.1238232768213847,25.8968213559825,19.90242766338846,0.1499015467492578,0.200986740672217,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0330343689079035,23.41876500500964,18.00079226881458,0.3655110112884623,0.3903054853304756,0.0,0.0120848720861732,19.296245786298662,16.394251981168182,0.1922956786471238,0.1552868658131815,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0031597141024493,22.21355457299983,18.506397550212803,0.5169387811022719,0.5151616792753032,4.0,0.0018355644147153,24.611845002960248,19.61915878558981,0.1254006830118498,0.2503614383709127,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0199422424108222,22.758821862939232,18.80778880577961,0.1001466807977735,0.0747024965335856,1.0,-0.1351256851483218,25.37102448817381,19.273626751508868,-0.1058156004372219,-0.0739820200951877,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0344384414581869,23.82494826590556,19.23522661678127,0.1884453337732267,0.242733060054095,2.0,-0.084666608102135,21.50920108589289,17.253023518153604,-0.0919721579097115,-0.0494269967631878,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0312607271126904,22.139877296923405,17.17778780354394,0.1893348629115147,0.202309101267184,0.0,0.0269473565484164,24.03559191501617,18.85247917175293,0.3239305561798243,0.2860399478940512,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0795775834203831,23.3448562010596,18.76345865787604,-0.0470748570078398,-0.0729704121252199,4.0,-0.0868616778984598,25.377840808071326,19.751762398613824,0.1615077562996036,0.0393822393822393,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0241481289224947,22.589642254655395,17.85606773679619,0.180767627570006,0.1492631995383268,3.0,-0.104594316653704,24.435072367162963,21.02615605796256,-0.0499639614788075,-0.0290940766550522,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3370146655296545,19.24031055723388,14.886232960477786,0.6623065169141069,0.6670576663986171,2.0,0.0056570679214532,21.159858738777395,17.401490403717638,0.1634591387648718,0.1275113122171945,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0235360218291827,22.81807009977496,18.4124050581085,0.4183730813799543,0.424765948330818,4.0,-0.0677641821929375,23.00983870110109,19.66284940165858,0.034422208028176,0.014516129032258,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0273635553255607,22.958918331467853,18.76261913690812,0.4684376358658815,0.50954230143779,3.0,-0.028626235519124,22.297040051423423,18.64149983300103,0.1960813621501742,0.2388674388674388,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0196509496622819,22.647857796543903,18.441668615270544,0.4506322741672566,0.4225300245467297,1.0,-0.0411521244242456,23.82757370735448,20.29874998126114,0.2517950737096934,0.3026364830006328,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0298598933048019,21.00727129584824,16.699281712156353,0.3968364473059045,0.4051937684174428,0.0,-0.1600521122740383,27.44128230420152,20.561531768798822,0.1314839701770227,0.1618782995276465,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0563811663776399,22.884636901613103,18.61955682945252,0.0269924426095894,0.0820419592509581,0.0,-0.0511015709415025,25.815467247957866,21.01994782924652,0.1432100931013942,0.1422287390029325,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1460971775165508,20.25386639968176,16.507298054786247,0.3977595369656963,0.3763686021749918,4.0,-0.034067003464475,28.01879012748761,21.53837832205636,0.0035471128614645,0.1197562857478423,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2801478842974142,20.63745665414972,15.479146684620478,0.5345505093796009,0.5881726898349742,1.0,-0.1338561311778798,19.682399428014865,16.373584921463678,0.0628685032539271,0.0104224483502929,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3787917157559878,18.069795797007345,14.105745848052356,0.620606883701911,0.6212342591419446,2.0,0.0731341475911189,22.179000187254065,17.352855845133465,0.3221740444640037,0.244927536231884,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2179568223222947,20.22545875604623,15.867242003949022,0.4877717064646392,0.4697959326555546,3.0,-0.302779473871984,26.62306784072192,20.09825364130194,0.0064843287640564,-0.0645021645021645,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2033967651206588,20.2756506882698,16.6802775937035,0.5730297233459596,0.5621128249109272,4.0,0.0214304363746199,23.808763671177005,19.10232546318902,0.2216229504984202,0.258893280632411,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5369448473799804,15.30390097546125,11.731394519227925,0.748482587976826,0.7217976261760799,3.0,-0.178358321349259,26.05501778157027,18.54657518132528,0.2849596728671696,0.302139483189775,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3949356530867268,18.41208641182297,14.289432585729314,0.6666280129892166,0.641653017807098,1.0,-0.0365282861508511,21.314185305946825,17.548436123391856,0.1724184861007796,0.1646006783842121,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7771786614995145,10.945497637492355,7.936984279466711,0.8839647199502825,0.858450410089371,0.0,-0.2672318498335493,24.60255763904791,19.46729969886041,0.2034515997172082,0.3233870967741936,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1811109905114878,21.69025549547232,17.82225727640788,0.5364676555780674,0.5381448064358417,2.0,-0.1075127202678694,19.493630395393406,16.897625667027064,0.4272357717653205,0.3843286605623531,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2277495565434985,20.01509625714097,15.920344369444129,0.5209057122637439,0.4898966480260709,1.0,0.2511258635546267,20.70695845065764,16.336128818677818,0.6399977019696543,0.6181313598519889,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3139651452441055,18.60485709106935,14.884685408717903,0.5863808441619294,0.5550420185732705,0.0,-0.0924945409837658,25.09940218506907,19.523735768151663,0.1555748650676895,0.1706989247311828,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2393688028086095,19.93900588214369,16.129909677374854,0.5289421774639438,0.538712404647185,4.0,0.215324854702694,20.889739052660897,16.21747018897015,0.5111078343172534,0.5378353376503238,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2636499433621639,20.001052487677168,15.317324550292067,0.5361555242803746,0.5433042316683364,3.0,-0.0744785081472823,23.216565948258715,19.12449987002781,0.1406534172682274,0.1130914745803291,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0642210225149524,24.254125505978248,19.888975491935824,-0.0723453287980417,-0.0206432765044803,2.0,-0.3461296383339234,21.378009975329967,19.07379269409179,0.2662235595554483,0.3744160177975528,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0329850552865919,23.15296116310397,18.7932588404306,0.4644600076438784,0.4983113329763217,2.0,-0.0399398625803781,20.780878138787088,18.47321017357611,0.1752477588410585,0.1737903225806452,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1165390449902195,22.113486769742508,17.558691402808165,0.5576059432263569,0.5848830670002345,1.0,0.0323771129463453,21.668938287256832,17.54720272258177,0.2318160128232322,0.2626534190531853,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3719499305533511,18.707662868913367,14.534005333481325,0.6536711992872082,0.6441229575126982,0.0,0.1447121199824356,18.87390965597323,16.49412254987444,0.3855624781752617,0.292436974789916,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2839746490493561,20.26318270660724,15.915179301897686,0.6092110054774891,0.6082648348175936,4.0,-0.1202334821976256,20.734749820868945,17.39691501935323,0.2448775787250982,0.2763786365610073,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0377172231736324,22.0726901484644,18.288516335711385,0.4859514020590171,0.468453172912557,3.0,-0.064443003639667,25.3604541439675,21.10695678001226,0.1962273907738755,0.2207792207792208,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1142390813952576,25.31401100125806,20.69023056237876,0.0545693652138708,0.1412272499742789,2.0,-0.3075966609263101,22.17650124508701,18.89824063110352,0.0333107773389265,0.064163372859025,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0342217051450932,23.68296547164844,18.395164839254846,0.1289983517281009,0.153537051141756,4.0,-0.0250212490073764,22.45343307846378,17.792092038934882,0.1286043239806671,0.1275591106891511,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0089178445777715,22.52620009381761,18.76200803559401,0.1659785125569427,0.1692277866518159,3.0,-0.0728513251962379,24.465926595013865,18.73380772692092,0.1512710371731026,0.1204902867715078,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0477140963516266,21.779149250252487,16.918022847856793,0.3059532043685148,0.3044455620913604,1.0,-0.1059504856124902,26.249681305773425,20.43463749518761,-0.0130914005566646,-0.089517833150954,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0793853758211317,21.18623807608688,16.270414478778836,0.3264092550079929,0.2784979263443702,0.0,-0.1248715579168671,26.05987521953411,19.261854112148285,0.1447566998003669,0.1930860805860805,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0435329621960012,23.0849588801633,19.127797788422686,0.4658198089803592,0.4703505462266981,1.0,-0.0188402953899078,21.49668173964592,17.719129599713263,0.2260822838642477,0.1906799259944495,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3552793382540203,18.654832254949607,15.049449675098952,0.6216569633317874,0.6005487989271101,0.0,0.0348756955241497,22.034845468985928,17.975638345857945,0.2305213791318341,0.1982578397212544,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0152400623841419,22.1897330493494,18.50074516399487,0.3996746191139578,0.4609091506433439,2.0,0.0366717700773456,24.860379073681084,20.00557783300226,0.4483252994979384,0.4717406624383368,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2494143367894142,20.14922838322905,16.712372227158657,0.5891230842308397,0.5951196332737032,4.0,0.0196159309038442,22.42484743366032,18.6746319894942,0.2296298763840923,0.2060291858678955,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5572975661538383,15.405572940660663,11.87441128156043,0.7544108918173562,0.7106053595378783,3.0,-0.1185180904844069,24.08960806840346,19.383549298542302,0.1696225667808225,0.2024390243902439,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0029935034063079,22.89884294341622,18.245107101022377,0.1062006348899259,0.1129844051405624,3.0,-0.1006732065946849,24.894330358589983,18.88770013892132,-0.1181139438400718,-0.0248535306814677,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.248016630816199,20.88475097698207,16.523293378069685,0.5185271460770023,0.4896448702464226,1.0,-0.177071304595072,21.180819893756485,17.951269109297773,0.1006756494133613,0.0944897959183673,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2226532090386583,21.45925467060092,17.204003452945063,0.4809343442975525,0.4697774214541304,0.0,-0.1663906821090699,18.31879597879687,15.50582166169819,0.1773010290360362,0.1502352554984134,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2970980021597577,20.06349425907568,15.546763840738931,0.5691117077300833,0.5523437527787791,2.0,-0.0770505614469538,20.43700775796824,16.331643030075803,0.0812635790767096,0.1115792885503605,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2024300724400215,20.65748336136064,16.305605824464447,0.4701122185499997,0.450710165275104,4.0,0.0427294684253143,21.34256636693294,14.552975675310408,0.2452505123571763,0.4504201680672269,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2732644894973738,18.56382970536219,14.990019585359184,0.6628875248739229,0.6290721854741064,1.0,-0.2386653101623181,27.56135485931776,19.933493392046763,0.1581427355011347,0.2165610859728506,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.201054341996233,19.71446496823188,15.76396096845045,0.544200915517299,0.5447184055802657,2.0,-0.0779090154119481,25.484860609536085,18.63155463125192,0.29446108586613,0.3787330316742081,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2848963822855086,19.79727989865262,15.6409781597187,0.6259591709232024,0.6334825348766563,3.0,-0.00225302460557,21.382493598936968,17.919270921004443,0.1545800345228401,0.1692745376955903,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2800902816874133,20.033429308900985,15.904432787358369,0.6332476936636838,0.6472347919441215,4.0,0.0005492655770023,20.5218717115183,17.06373682905988,0.1472116872678363,0.1646341463414634,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0341401820874689,22.8688318181685,17.952748810218658,0.4377591755126139,0.4553384936726141,0.0,-0.0089961061973513,22.130604004873124,19.12038531419708,-0.0389420315980612,0.0425087108013937,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1877083257340898,20.451038274409925,15.77977390867291,0.4339402495035654,0.402645938154083,3.0,-0.1434629425984515,25.33662421491481,19.702284879048666,0.0897760709407718,0.156876910252848,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0126562240305415,23.29707061259961,18.25596837877394,0.1644634153025734,0.1451850696685956,2.0,-0.0100762989715292,21.70174672729274,18.028641998913823,0.100220328229714,0.1696938775510203,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2253384446133847,20.239927655564824,16.074311167227254,0.4811615161534394,0.4516078878494987,1.0,-0.2180595965340035,25.76335951441925,19.11157497752797,-0.1283209286361988,-0.1026074700493304,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0156879670704325,23.001734271265825,18.679509650445752,0.1540262998272704,0.1244225523229231,4.0,-0.0861945859846657,23.445252943876632,19.304933141759925,-0.0284371014925401,-0.1015944521967233,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0993626999424346,23.48086039492061,18.34149042589911,-0.0360670844965888,-0.0187805254886383,0.0,-0.3068246976659219,28.2938145371,20.039242323205823,-0.1325181964107908,-0.0463691026827012,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3110439197035211,18.40378050896242,14.45099207300718,0.5721030855464251,0.540508581511144,3.0,-0.0115168525115911,25.69470009334338,20.66577917141384,0.16744762106836,0.1654863468073879,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1115056730628695,21.948094930515992,17.636032568035702,0.3916285447945707,0.4445160440332555,0.0,0.0385627634268149,22.15940352702404,18.92017287190756,0.2296471135498589,0.0226173937204779,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1633877362889828,21.26596602132858,17.508386996587117,0.4405874151613279,0.3899855115857077,4.0,-0.096801214171514,23.61468955007201,16.648034222920735,0.0033775706036142,0.0599234673328395,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0864045008736454,20.81149246123622,16.930125594313125,0.4031328976907823,0.3776452070956017,1.0,-0.0990645415067303,26.01129317068776,19.319071086536752,0.1628065093402988,0.1148649867608715,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0240663488927088,23.14014976818863,19.38074359696,0.2741648142644637,0.3467645760525217,2.0,-0.0593479741523965,24.248259336354927,20.286482916045607,0.1409216766270514,0.2467631378846452,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0188939519336805,24.094206390829463,19.762229498186684,0.057958997205967,0.1007507980038663,2.0,-0.2585553576006276,23.932905200116643,19.994089518229167,-0.1226871651906933,-0.1277951635846372,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0061067255563811,22.75763779437285,18.251311717845777,0.0912235085671657,0.0559726562929109,4.0,0.0595652889798985,23.01454988364145,17.450848027279505,0.3649860048326603,0.3496888773658284,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0031110120195192,23.201936095388763,19.06220411919928,0.093028430988144,0.0601313159773451,3.0,-0.1103011611828175,23.92089409124058,19.20246879979184,-0.1119331008511026,0.0077689025057446,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0770604563813018,22.2439296341094,17.7408342976724,0.3082368713335331,0.3165071856922655,1.0,-0.0275795877040616,23.2336553588024,18.77873804877786,0.0358553100427881,0.0573729816391189,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0207870050368288,22.411653924935926,17.717790809139135,0.0330657146133967,0.0281667977970102,0.0,-0.1370539589574688,26.129630422338213,19.975353436189536,-0.2262775179955574,-0.2070104116062848,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0002563525643379,23.74505702572216,19.300048533935552,0.1073197856487596,0.117057375072527,2.0,-0.0295462896194875,22.021244033233085,18.47884458627273,-0.0161990173283975,-0.0476698825736329,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0083710556730225,23.95345412312029,19.61383240998681,0.2010092200736505,0.1895716514109557,1.0,-0.0804469312334155,21.129972156511656,17.968776134622505,-0.056136640752789,-0.0198409646731252,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0268153936264543,22.528361846350084,18.40071192741394,0.3446027030512815,0.3573859337653533,3.0,-0.0034345444050924,23.74919074041693,19.49250373204549,0.3988590555709665,0.3606263740574149,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.194327617721885,21.21857839333544,16.87132615453048,0.4669484540418555,0.4731053065492349,4.0,-0.0423789758037935,21.909539470516066,17.499366371586635,0.0189658603632567,-0.0141512286601212,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0023550339826681,23.2966903822026,19.18499645140113,0.1715268307361116,0.1678686107259187,0.0,0.0166541375492681,21.390709049860472,17.662656882149836,0.4222456000697755,0.4592227695675971,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0951687240877032,23.13407174801862,19.428737633933483,0.0730438652195445,0.0867200834887172,0.0,0.0135988509539268,25.386835758486985,20.04394324645996,0.1916605117550071,0.2208403361344537,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1610249716058007,25.562302462601306,20.84977611229855,-0.0259684761468974,-0.0166109510172537,3.0,-0.400266855049554,23.0666701050668,19.76332156557025,-0.0639577860091643,-0.0825534759358288,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0599597617918705,23.905215212852443,18.588937072753904,0.0826637868808655,0.1344671543516112,4.0,0.0262191279956552,22.35632752350275,15.20164417690701,0.2978561789471584,0.3545263960358299,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1587492252916942,25.35846839326661,20.313899686946424,-0.0817094911887681,-0.0919231338413016,1.0,-0.4135083830683237,19.62156553155698,16.587370567321777,-0.2397422104751601,-0.3097744360902255,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0021598801069913,22.81537585435476,17.388001941822196,0.1904179595696332,0.2287825577992391,2.0,-0.0344070300176706,23.80037434199081,19.5871858777498,0.1351364895863949,0.2032700815356574,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0010999728137091,23.25280115353329,19.10005689751612,0.2518253100538588,0.2435606129987144,4.0,6.26409517070492e-05,22.52032841003333,19.136440472810165,0.2343349064824529,0.1161270428615479,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.002780997678587,22.76535085700789,18.843344388039693,0.0818770029209463,0.0550489413966958,0.0,0.0047565765642555,24.2363606418576,19.42940126744712,0.2058309738531085,0.1935540069686411,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0121210328269421,23.20853483720773,18.390376676735304,0.2176975128857796,0.1813030979560296,1.0,0.0204151643492845,22.07295845407868,18.227475472244564,0.2279352693149771,0.208330505268371,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0128712480425818,23.368891781332845,19.59026440739632,0.15772787032538,0.1307912510176486,2.0,-0.1668633440724221,24.3272104517974,20.66545434713364,0.1996027001054142,0.232374454851017,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0075986305117989,22.889809380282298,18.924522901894388,0.056725324247056,0.0310510790249961,3.0,-0.0159072810598732,23.90759524894122,19.728786395037613,0.1792719586072292,0.1770569288853847,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0024295455281204,22.423732007623656,18.182268281471075,0.1407665167575574,0.1610365110611173,0.0,0.0462446518669297,23.68220727355968,18.935557509202223,0.2157221109826725,0.2295916695031014,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0620317219683899,24.74605258861662,19.779271510027456,-0.0077314561087646,0.0082239602181389,4.0,-0.3856624433277638,21.499940387730927,18.92632191693341,0.0371514799852241,0.0353344768439108,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1317338417741842,23.483814010421057,18.83351944828665,-0.1094232214258945,-0.0893674532655038,1.0,0.0162651609178619,26.074901152679946,19.832967573956743,0.1974144733138732,0.1547038327526132,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0618810490729826,22.811332560217707,18.083328782249897,0.0078588973651758,-0.0461882140501903,2.0,-0.1091970604636591,26.04279908035476,20.795170736312866,0.1067355318065004,0.0586466165413533,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0932439112933247,24.649207928179543,20.04935758750857,-0.0606667298075024,-0.0247718922700923,3.0,-0.0777408116494682,22.738521809805327,18.040536711645903,0.0251673714358169,-0.0218402961396086,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1321859026961609,20.728120277709937,16.722031536513956,0.436383339563578,0.4223062795758504,1.0,-0.0701782655131109,25.923876433326427,20.65625320722472,-0.0259275972854105,-0.1477987421383647,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0008131608554015,22.788351503965465,18.33847267524345,0.1174462326482884,0.1855801470018804,4.0,-0.0398396135456942,23.824036679322905,18.811238559022243,0.1838930589721043,0.2215872854620383,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.016673541150177,22.719119247217463,18.43924158939699,0.2690032727402195,0.2634902015231812,0.0,-0.0148255027146526,23.276392152360785,18.23558064439562,0.2671440551288115,0.2608695652173912,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0054450582616494,23.507181993043595,18.84713156148007,0.1571244532063814,0.1671677136113664,2.0,-0.0368335054278514,21.18062786511141,18.256028800964355,-0.0204331957391588,-0.018293540992966,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0142553877106236,23.014642104986635,18.320302864237032,0.2615921427602022,0.2560798495651415,3.0,0.0152551889949668,22.573044292823447,18.411648688222847,0.2009885665629208,0.155569130563132,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0076333001454611,23.31548427555555,18.934686439562142,0.134243805510199,0.108172859833221,4.0,0.1303106894957474,20.823699048519053,17.58819220340613,0.4103426457387872,0.4488636363636364,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0193560052756179,22.845116406821784,18.681431179852552,0.2004852565896752,0.1989079832898017,2.0,-0.0265787497109835,22.992720419808865,19.77516487121582,0.0963955024632097,0.1527490996398559,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0509572493438961,21.92705503283389,17.001397854275172,0.0461870519170269,0.0239415958706595,3.0,-0.2812684383856596,28.697101616341573,20.90688643070689,0.0606537119074022,0.1317733990147783,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2812396639933294,19.711564280402875,15.507839925493515,0.534463601103675,0.51588532043009,1.0,-0.2975277024921017,25.603049342780725,21.894030802800103,-0.0032792545839634,0.018441048407752,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0515249574404048,21.52382510039029,17.607951860868013,0.0484009868218725,0.001832609802962,0.0,-0.1559982781400839,28.03959928210081,20.772730173910823,0.0241002389668013,0.0356324444108685,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2381477689687433,19.99878040089547,15.929987742817486,0.5174796269570159,0.5197612359273309,0.0,0.1289663232523501,21.96663831694143,17.466487837810902,0.3835262586504887,0.4105102040816326,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0388549332835496,23.090978271744618,18.89529135608673,0.2938975338019108,0.2868282407160635,1.0,-0.0752760371520544,21.151687941668165,18.64192856788636,0.1461189081380826,0.1569058754642343,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2509010602263698,20.598595414751067,16.191192488493744,0.5315387866217762,0.5434197032721699,2.0,-0.1434909030806443,22.6521671408668,18.88917544983981,0.0826548024831362,0.037140264454239,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0707013832475372,21.912352817586893,18.158403924680226,0.3598666016638729,0.3368693688415891,3.0,0.0231264588697943,22.756588819269453,18.332082593868936,0.183827959724566,0.1794625236368888,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0791292834785024,21.79370737430672,17.790167345174154,0.3243492145681768,0.2556562614453774,4.0,0.0094846140250716,24.2232454712279,18.427383760724748,0.3965287397395977,0.3144801879912487,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0463509351826363,22.869401305979647,18.241075491003087,0.23000618864534,0.2385588040132547,3.0,-0.1166816948875075,22.553088677031774,19.8492784985629,-0.0085624322205111,0.0713178294573643,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0573130922295759,24.49864959850624,19.70180821316301,-0.1269056513837085,-0.0601816491357879,4.0,-0.0240373681698464,21.76485647114086,17.707054574456013,0.0430194591845825,0.0923205902079141,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1417056941336568,21.7446614147418,16.55556845968084,0.3961009239980031,0.4036790078254835,2.0,0.0034664349915157,22.06013598430788,18.11396356249612,0.1469864920250849,0.1496735791090629,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1476278136184715,21.117040496109432,17.008405702505538,0.4093222799417176,0.4253654668149647,1.0,-0.0259275358249029,23.745600485515222,19.624059545582742,0.1395226886083378,0.1179673321234119,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0477585252298889,22.296373741369788,17.72762451825823,0.2489489333811684,0.2353504574037152,0.0,-0.0960422980118926,24.778726450982287,19.03738151550293,-0.1632604364451002,-0.0531033893963971,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0288609970302923,22.107689635926057,17.557193717956544,0.2370080842466562,0.2191840293309225,3.0,0.0154068497629854,24.37814645327476,19.439943730490548,0.3276632925819056,0.2830485304169514,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1405474242283951,21.787391304938527,17.218967226468596,0.4161029517865803,0.4304652272274846,2.0,-0.01677070198035,21.930221592853293,18.215290184799507,0.0912125410244176,0.0354081632653061,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0052541068518607,22.466202999219625,18.26385775287335,0.1918156000455126,0.20233050702968,4.0,-0.0143788949799144,23.84611037941343,18.849149113316685,0.2751010739021099,0.2978091161860942,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.011368957506965,22.53085435253212,17.924209943829158,0.1775222628228496,0.2228489360303729,1.0,-0.0270756144820689,24.046034011753168,18.49200001271566,0.2411816687045291,0.2234849538221375,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1806220037255123,21.09572269829466,16.732634572278734,0.460521417924092,0.4691578155937416,0.0,-0.0066592589095093,21.48105157760168,17.62742159111555,0.0906167950823083,0.0144971307762005,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0461388357983343,24.220513634631377,19.21280258936597,0.094655627922162,0.0442193557495997,0.0,-0.1606864314024871,22.222832328485456,18.323970431816285,0.0067219047678139,0.0346689895470383,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1658699107770732,21.858119650123925,17.481473961907465,0.4105386260472285,0.3741556344266626,1.0,-0.1521952952161325,21.17257637774397,16.835116885792125,0.0187531849049015,-0.0305849189570119,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.086271849904278,25.05613920994148,20.142043383084808,0.092031655307879,0.1127208321337026,2.0,-0.0952448134113266,21.441777042902206,18.19648399845246,0.1997887713906929,0.1987106846969353,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0717051598573097,24.58263980394471,18.97551856205381,0.0372258223437326,0.0655390850038825,3.0,-0.0039496892896677,20.61417210930546,16.204902954101563,0.1614706777077185,0.1378353376503237,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0299375653925118,23.21012187302456,18.47636546670574,0.1172002544937999,0.0871333974081916,4.0,-0.0381731560590394,24.041425629367644,19.213752129596216,0.1212433020080279,0.1601603453592352,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0248882203507631,22.41494668042651,18.42094067843455,0.23434069083857,0.2033144354980758,3.0,0.0085880301908284,24.11086458448332,19.78324157714844,0.0939539000241775,0.1209893048128342,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0555860581559919,21.88470499999385,17.443298065185548,0.3187802496999948,0.2956535025141184,2.0,0.0018124585375643,23.951967905603965,18.526421955956355,0.165038164064159,0.0773207064844787,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0283202162801825,23.043409819106465,19.121783687450268,0.289722925989381,0.2844138739180233,4.0,0.0142629918370315,22.516232015465327,18.30775866735549,0.147916535445029,0.1635018907679691,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0333703808090982,21.64874045191128,17.53919830995447,0.2617306705750087,0.2246680430373826,0.0,0.0288735697779287,24.84303128064048,19.24801771981376,0.3601634697701728,0.3731373889268626,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0668149893572735,22.972175669301286,19.36533299950992,0.1372429170764587,0.1296436106708999,1.0,0.0239705672994294,24.460215340781566,20.424751390729632,0.3621367483484044,0.3921394395078605,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0636833028374539,24.33187199926313,19.544801481133263,-0.0532924736568445,-0.0328791092351653,1.0,-0.1542887313653309,21.68231504624036,19.052000617050545,0.0438251390711864,0.1189895470383275,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0602362821373736,24.77888853722952,19.804620086916035,-0.0686553659773295,-0.0355783407999508,2.0,-0.1053818485941711,21.863384805501845,18.024607795266544,0.0079994697394397,0.0743596595029965,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0374417634373105,21.06034116635944,16.70417771100998,0.202316020416643,0.1498752517853872,3.0,-0.0658830299390231,26.191963978385463,20.75698947906494,0.1187463200279828,0.0453754578754578,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0207882703593649,23.261779150757004,18.33354460617592,0.1737218283773233,0.2056410463324156,4.0,-0.2260125989203494,23.90443979127441,20.059351001496008,-0.154949641447911,-0.0871877890841813,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0895821868390387,24.929237680645794,19.87983714655826,-0.0695015111281176,-0.0799607022341092,0.0,-0.2154514140589356,20.50794956780312,18.54573611831665,-0.046295114315812,0.0185741088180112,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0241969805011758,22.46407216599084,18.1499501903637,0.3072781255051952,0.2854041247704927,0.0,0.0021895617097521,24.093880831682508,19.26861629139293,0.20981278400751,0.214799154334038,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0449799619045629,22.918037633025342,18.54652348179971,0.2884545138199327,0.2691006881838939,1.0,-0.0618436046189192,21.648304816879858,18.492036883379964,-0.0222911330107756,-0.0363938119304481,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0365136307229493,22.674205418005226,18.35489567931269,0.3063147925424921,0.3239844967252734,2.0,-0.0392998454633539,23.29055838773901,17.63214431152344,0.1309253979474151,0.1538055222088835,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0336711961174832,23.486703463532635,18.857000377730817,0.2853418781749557,0.3039850260893207,4.0,-0.0556010226624226,19.907798615387005,17.757753009330933,-0.0817229083085549,-0.0763066202090592,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1271273537016958,21.72961876105264,17.51391531780267,0.4311234661089745,0.4432362618109197,3.0,-0.0334441512014989,22.58059470338536,18.954193882533485,-0.1039591351852773,-0.1714285714285714,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.113967111413203,24.573785153786613,20.080365669682344,-0.0025203844062526,-0.0439769912311331,2.0,-0.2859071626126457,24.919669628180102,21.346802372787938,-0.3984032633213136,-0.3238636363636363,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.11355917938981,23.71988899504914,18.20674654843996,-0.0197284745929531,-0.0004937681322968,3.0,-0.3345411682643053,27.719222884396657,21.548516373544373,-0.226163044543279,-0.1894855668440574,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0851462115119539,24.532917107846178,19.803289889565,0.0115100924265828,0.0322320562007681,0.0,0.0002167849717706,20.594298599628377,17.24324193169089,0.1656600183036697,0.200916730328495,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.2027134695424541,25.77608725582824,19.561836345160184,-0.1991435240841086,-0.1700773577664805,4.0,-0.1444655745486776,23.593476065592828,18.60908158400964,-0.0420519626473922,0.016703066843028,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0557693032843618,22.311414058120484,18.56107467114086,0.1227539439039538,0.1438148326665493,1.0,-0.1132066084696306,26.81495756026744,20.44494314575196,-0.0305353202165821,0.0205042016806722,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0262168684186548,21.09830344982304,17.16302520649545,0.1741493719388873,0.1371357880530125,0.0,-0.1013209004269657,28.15350463578078,21.49458748396053,0.0185457578932671,-0.0181227818986815,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0063192973652463,22.71923182007445,17.57927548667257,0.1170025591655577,0.1287468291778342,4.0,-0.0986989512110272,24.89116764562721,19.15261349390424,0.1500007646132637,0.0871798566865102,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0316418917601969,22.771243008425166,17.98894449833461,0.2171641655345876,0.2140817228253308,3.0,-0.0161184643642777,22.79234864274511,18.748637354924128,0.1242762516830837,0.0538752162303334,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0487830915368898,22.96475899066747,19.2151108303449,0.0265191133614755,0.0127807860360321,1.0,-0.0141510124282857,24.39700457357405,19.70079063973776,0.006185602873024,-0.0014810942897783,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0735223548275633,21.92339149890899,18.043352065513872,0.2805234068783453,0.2753004483732156,2.0,0.0093582782228752,23.8667037089176,18.676886674596908,0.1514181348594029,0.1353726961907595,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0730792064969831,23.951747243976342,19.22942302319828,-0.0849192268221998,-0.0631761864467758,4.0,-0.0852341695561178,23.546099118338407,19.458810254474017,-0.0473630306840305,0.1070713935901086,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0060128008872355,22.750939155504486,18.58098875565962,0.0803937838366217,0.0907893839740485,0.0,-0.0670402226048509,23.78820470365814,18.015901147942795,0.1917430874951448,0.2570303096618886,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0816340492106064,23.95799916025226,19.095978995186943,-0.0991007165052473,-0.1344166259394059,1.0,-0.0775766096389163,23.924609457136825,19.316864603482763,-0.0917369026485974,-0.1095364125330829,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0137618762246869,21.138824661887348,16.50296110534668,0.1385875618011298,0.1741935219566577,2.0,-0.2042543918294814,27.96735255655048,20.960743309759327,0.0126374934859235,0.0061695751806804,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0549504307490174,25.033310862081496,19.9106830678304,-0.0530598274944044,-0.0111951940847389,3.0,-0.1322090122134716,18.37589673067221,15.08686645144508,-0.0432598763564172,-0.0007292763957539,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.019868962605911,23.51553159366739,18.77251090511199,0.2267138360622765,0.216101301539086,0.0,-0.0450176891576783,21.54783412339801,18.45550389233757,0.2269862423424065,0.1772666544582702,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0070099348006433,23.573466588372376,19.087316185235977,-0.0558696937201131,-0.0789805363512414,1.0,-0.1070779806073169,22.566766993067656,19.49520670890808,-0.0318820792626989,0.0010989891624584,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0039693815751802,21.777682094891155,17.48564193164601,0.1941229076475137,0.1648229362984415,2.0,-0.0424912021776624,26.102384904441085,19.90192928041731,0.2838316155656113,0.3044057848316797,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0090659670733417,23.36829116376351,19.17871978872793,-0.054064950546805,-0.0479937566004938,3.0,-0.0544566928432028,23.05865522063124,18.79116558141876,-0.1932212721275723,-0.1464315813019998,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0009240619438068,23.477609763046846,18.639486599484005,-0.0094303254723632,-0.0211053248728091,4.0,-0.022538546180904,21.66232843724741,18.74040324124424,0.1342315245206219,0.1345598112836589,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1367957926662149,24.46767501730156,19.89664917570172,-0.0160627404865754,-0.0183013765819438,3.0,-0.1903041558988609,25.108966096007865,19.64375811258952,-0.0595415716991176,-0.0729091414281745,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0630316535636887,23.338528055008567,18.051102606637134,0.0858912002532577,0.1056047442760047,1.0,-0.0471955812238995,24.60123301461549,19.831065805875337,0.1258021580452762,0.1342952275249722,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.091670381292668,24.32763832754956,20.183289561801487,0.0856980888150377,0.0770055431693411,0.0,-0.3022193017725574,25.61126909082414,21.699898738861084,-0.162832156433664,-0.2318714719930525,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1512475422477355,24.38839308296164,19.61297831705172,-0.0672908847798064,-0.0991430876800395,4.0,-0.1598142619499569,25.81914092250096,22.284794357963232,-0.0616608467439761,-0.1697810669133518,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1904152974808817,25.28987212832595,20.998774936464105,-0.028662457370113,-0.0031287709275505,2.0,-0.3073483958948289,25.9549476641992,21.396625916163128,-0.1028651700180344,-0.0886886669561441,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0076562348485884,22.83129496070352,18.250862911509817,-0.0990108551963512,-0.0842397258758964,0.0,-0.0247450885742743,24.20263035175814,19.451183264838324,0.0533172126987139,0.0577151144818224,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0054130422448253,22.96784361761336,18.25321830995621,0.0800295797714481,0.0613699664874195,4.0,0.0049851824457017,23.282353893765507,18.390417294221763,0.2463693181020076,0.2446864361616175,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0093223705729146,23.30035587058668,19.160886494884743,0.0868424522778898,0.0643065924311443,3.0,-0.0490378861734679,23.16741812214921,19.65647461269213,0.1592676745471609,0.1648575308427163,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0616050670541472,24.088460135289253,20.26830114665784,-0.1884662349321906,-0.1828108100815563,2.0,-0.2587562004358243,24.050682405870088,20.36562799835205,-0.1552227554027684,-0.2256415090131221,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0167555098969798,23.68677488309692,19.53162368317564,0.055291601931213,0.0607512696396543,1.0,-0.0474203350229576,20.44912674712596,17.830995819091797,-0.1335976081973044,-0.0038476339900786,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0193079378978386,23.706744533769086,18.86989934506624,0.0799486496809268,0.0641017714829445,3.0,-0.224745950329944,23.05709565853213,20.09838969569053,-0.3892019976219047,-0.3262096774193548,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0827257521134179,24.59168709564171,19.85527529073945,-0.012206233243632,-0.0222098786440884,2.0,-0.2360600851257221,23.556897818863906,19.67191046920477,-0.1948578936864271,-0.1594570135746606,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0582264494395092,23.37680970254071,18.97766531414456,0.0194597757254306,0.0099248751855462,1.0,-0.2693407379848529,26.00341122715432,19.14684660434723,-0.0686398288186316,-0.0584020842379505,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0733597302963486,23.70229575154214,18.44234617175477,-0.0096871121437242,-0.0561746600944285,4.0,-0.0584500906664098,24.05363185459124,18.746314722696937,0.1460417742244919,0.1349263684356766,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0147564753481111,23.70993728728156,19.316617894665946,0.165422926768412,0.0508345642758908,0.0,-0.2676082608199039,21.534505722746733,18.182028204735285,-0.0437617323409155,-0.1034921369102682,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0259881048671278,22.75671538572301,18.10416149400685,0.2857784425903984,0.2727298142595057,4.0,-0.0928105006548933,23.93809595634788,18.190781943279767,-0.2834663922023648,-0.3444256016276884,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0006125116631878,22.606403112629923,18.2946873463064,0.0591486488232653,0.0865939390121292,3.0,-0.1821826540496869,24.60083740025509,18.110529655173973,0.074013267217174,0.0420089585439589,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0031711419758065,22.87797565107692,18.58834051047161,0.137764827697534,0.1175916508066805,2.0,-0.0011460481688945,23.78275496317796,19.128577000209265,0.1020216664879074,0.1581454000666982,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0064064101696277,21.884867849914706,17.727841287447717,0.1087829220622203,0.0807571865173997,1.0,-0.0159362180983266,25.18276850419838,19.615703768216648,0.0476838976789277,0.0103699980429937,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0159468374269486,23.400643142576182,18.77585733625624,0.2096173423505761,0.1680935869538929,0.0,-0.0030168945826063,21.45196545129252,17.185410979588827,0.0947903623034064,0.0586830255868555,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.051304682740299,22.594840485419063,17.880654761398898,0.2607814105429045,0.2687394083592265,0.0,-0.2342501413597759,24.87880421466418,20.377814452227422,-0.087016803010246,-0.1960275019098548,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0244647559930124,23.367571910088373,17.987542298680584,0.1392700683422023,0.1015710093318944,1.0,-0.1671879310323678,24.7359194442413,18.888133516131703,-0.0918610001675492,-0.1126431220770843,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0438979929571173,23.232984388150456,18.28641130674136,0.2226912039773643,0.2383454774157924,2.0,-0.6021561507130593,23.866440676064293,20.57256174515704,-0.2436873048439843,-0.1365306122448979,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1117055810688885,24.313393030404324,19.29223090067397,-0.0465831949895767,-0.0254914703682832,3.0,-0.1449981288541295,24.7384947531142,18.555632124467333,0.0817159287970815,0.1197691197691198,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1664695192746308,25.21299513491284,20.390918113057925,-0.1327165448167914,-0.1033989266547406,4.0,-0.2991920870714584,25.43857771308065,20.968426181853765,-0.1258241950784363,-0.1818356374807987,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.026851468642264,22.14112739279087,18.55410407356593,0.0841418985549578,0.0827384655844862,3.0,-0.0296021242877977,26.016379985011568,20.37200373331705,-0.0492813217050999,-0.004650719534907,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0218121739986841,22.26183224101209,18.222193741188907,0.1543736861036644,0.1270918961506503,2.0,0.0422524580774857,23.74652943141237,18.78760216147212,0.2253573705143219,0.2875221026773472,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0654363113197262,22.701521553548663,18.54931197362589,0.2716625144948244,0.2641192191092837,4.0,-0.0130548480714982,21.79421465961789,17.62693579281078,0.102974730597569,0.1342233292898151,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0760908049913375,21.673368883915124,17.233546884042244,0.3018304007306344,0.3091377788514386,0.0,-0.1562873261632671,26.06520373935893,19.83995999787983,-0.0568358124017959,-0.0026577642424492,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0611151499325521,24.238165113918622,19.97912564497728,-0.0142968722195458,-0.0020823372754704,1.0,-0.2458966129488824,23.03122144700734,19.76388700273301,-0.0472638687659545,0.0326982503113678,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0013579665421332,22.44270097154761,18.045493562825524,0.0786584496260544,0.0583865949597759,1.0,-0.0903888085808026,26.358107239518432,21.773432410103936,-0.2217369703795375,-0.2426869783648002,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0784321494695299,23.16745847592645,18.203879595797485,-0.1142361002561098,-0.1586434882365955,2.0,-0.3800610319649391,29.976642935668963,22.60723434974408,-0.0392763176588627,0.012807881773399,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0483990359910444,24.105014845697248,19.50287229888293,-0.0347504764856341,-0.0071704560587902,3.0,0.0224535557989682,20.968040529863213,17.408647586398654,0.2725304245366858,0.1766798418972331,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0066150113756301,24.188838484271688,19.85334055109541,0.1103628398564385,0.0618572838142058,4.0,-0.088926150041386,20.3497345584486,17.387369985429068,0.0761854035875479,0.0587557603686636,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.011462610096022,23.955240735700027,19.354603147732,0.0542185018074665,0.02907062750552,0.0,-0.2320220715657353,22.850977624844248,19.214345484806945,0.0669181968834342,-0.0218752390227112,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0289626232827192,22.06080502215562,17.823481991911585,0.2142847858870945,0.1765397715242615,4.0,-0.0116854102625358,24.893114232064324,19.10166031878927,0.2718268924448503,0.2483732702521838,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0058281906425825,22.83708149892347,18.439179416872417,-0.0571977635581487,-0.0350441812112066,0.0,0.0068538981442897,24.366782351495846,19.156841962409743,0.1596643680257707,0.2714357383727087,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0203164878552981,22.389933999449003,17.838303649902343,0.1856704203005417,0.1735304601256286,1.0,0.0232617920342584,23.95885040981692,19.377515804584213,0.2786594817257088,0.2785545054698301,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0518772206634745,22.31723566515363,17.759208116161734,0.2861429303455005,0.2935229236018487,2.0,-0.0193201849561879,23.333855530482364,18.758101501464843,0.1833191430308157,0.1182866677597446,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.005931170720599,22.77285296972829,18.53069921419218,0.0841166088899428,0.0959023389344443,3.0,-0.0317744644472406,24.38827572950874,19.762075532612045,-0.3507175320209349,-0.2625300956844764,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.172817451763436,25.48513433811903,20.27716791165586,-0.0504481432073685,0.03911303358248,2.0,-0.3209845113091429,23.580229454651025,19.93929153442383,-0.0863324413338625,-0.0994773519163763,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1754921831456142,24.15641330676701,20.06185730828179,-0.0263819685304442,-0.0381938813212181,3.0,-0.0602964491590212,24.678524932333456,18.187040006403333,0.1048726130610513,0.1194581280788177,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0332720804392872,23.04096852082097,18.17960681859997,0.1522469770981709,0.1180076645848776,1.0,-0.1276673669536832,25.338604303204008,18.303910518222384,0.1190100728367642,0.1727082142176481,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0586051044617249,21.879767632289685,17.634930111499543,0.2658717983259852,0.2773088288336157,0.0,-0.1722585053745251,26.425575267203428,20.390525431913485,-0.1308424984698798,-0.0605429864253393,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0823189986596391,24.057510070833832,18.85095828087501,0.0685799082503601,0.1078733832185983,4.0,-0.0427723218277049,23.3720944028484,19.085483758388424,0.0961383122415477,-0.0123481781376518,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0136450470033024,22.14555105868401,18.314220022239432,0.1481345645699857,0.1322376991767381,4.0,-0.0552974745077037,27.01108878847377,22.13743243705936,-0.2424840482246191,-0.2637219067740537,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0108479325325083,22.128273448982625,17.988658478800456,0.1183555722645724,0.1179856933780612,0.0,-0.07676233478623,25.549808906242617,19.71447842915853,0.0022940501571903,-0.0119940030871186,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0191959281592877,24.12694805780957,18.91422921963396,0.0298772918473713,0.0309788465254231,2.0,-0.0054265166498441,20.13765805633676,16.544122418342756,0.0912927232005107,0.105701400036085,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0468544392088285,23.633882757998474,19.40893687406032,-0.0371325849794691,-0.0452440666085058,3.0,-0.0360825276591671,23.196687223062995,19.643838702507743,-0.1181680978120769,-0.0926116320613127,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0931449512043331,23.47218221475499,19.27885096784951,-0.084288420905506,-0.0852673974550716,1.0,-0.1534368042657816,26.09349293474205,20.009339766325773,-0.2025404922339081,-0.2005108075815543,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0428012637678894,22.818631179357524,18.50216238442953,0.0191701581883529,-0.0298447141702829,4.0,-0.0197811612237177,25.99339317343451,20.933699902986223,0.0746776714241516,0.0003282634861582,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0596000871319049,23.827765952885283,18.64518134050309,-0.0177495865012939,-0.0038095681094075,3.0,0.0756634367311476,21.85968733170533,16.91680044555664,0.2863674925827396,0.3204481792717087,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0585359520046391,22.12341352366573,17.377290322959016,0.0010467997733629,0.0037306736935625,2.0,-0.1814350309576633,28.70229835386334,21.810518164740675,-0.0039271449411603,0.0770117593223871,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0973836461844579,22.83582781301047,18.48595602596508,-0.0690531324890957,-0.024898680641931,1.0,-0.0844761240657294,25.804552192289208,18.915358690534315,0.0885336247011141,0.1637730690362269,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0764522363674538,23.419477952048503,18.648635696099728,-0.0524255407907514,-0.028111334636758,0.0,-0.1290001365206086,25.910863337895485,19.44697015041775,-0.0901009739231637,0.050197628458498,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0360139076368453,23.6536190544502,19.13455598725213,0.2042565735151319,0.2193500612588062,0.0,-0.1929542995204682,20.06107209458541,17.83246364593506,-0.0680083704399382,-0.0329488398432392,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0310320710023593,23.37493715157332,18.74749829123206,0.2926919834778264,0.304323023816041,1.0,-0.0114124494110217,21.19870331801227,18.08039959178252,-0.0090638111026331,0.0346200844933835,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0185190091077946,22.24737392672962,17.761135170504172,0.1590079338936829,0.1668708331059015,2.0,-0.21625002186233,26.593828913255763,19.813172809231663,0.2114716402006108,0.195220337661027,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0168770110277733,23.66246109451076,18.86812905041925,0.1559558619001161,0.1572521638244173,3.0,-0.0734995532947351,20.58711910998225,17.32557153904692,-0.0688049694024408,-0.0035271329167908,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0025147825589995,22.924066884053808,18.28913482666016,0.0613186207292808,0.0559116859229569,4.0,-0.0129626359649765,23.592417582361964,18.754749250411987,0.0130398685344622,0.0117254296332593,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0272090086215082,22.49303793864649,18.39307363633986,0.1883749837024547,0.171391066629221,0.0,-0.0760182347447695,24.915787603176323,19.86765170448705,0.0129466788280833,0.0758288653025495,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.000113921554543,22.38625148068536,17.521989605395824,0.1268940596883797,0.1363104665148286,1.0,0.1474781393918954,23.677643133006217,19.372996183696547,0.4264886481540378,0.4388882809935442,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.249579147583893,20.26584722080348,15.855971071317596,0.5153419842934678,0.5273294517359306,4.0,0.2602485917591797,18.647370959207,15.073094410143405,0.5295324707112958,0.5134321832929832,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4308802835967824,17.54836594408007,14.044977567103004,0.6569065072458364,0.631406444067067,3.0,-0.075920740257025,23.091387881248203,17.516576905501516,0.2418932155741285,0.2811029653134916,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0713189414385631,22.19364552655183,17.52480944001829,0.0926492480566851,0.0770531178740747,2.0,-0.2410766339768157,31.478948325382653,24.05596847935727,-0.1841780614114003,-0.1640223219170587,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0530054189398964,23.11750361967552,18.68565479823521,0.4753442775005482,0.4663174980784496,4.0,0.0185565685456352,19.74126355274529,16.365366684763057,0.3072319791460914,0.2986103512419301,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2494344674162323,19.917499009784727,16.30807045081993,0.5891822112080849,0.5559152565904244,3.0,0.0622375088808286,22.63300951074469,18.081843578940944,0.3213616314307911,0.3318743845059634,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1576536539481925,20.97648896475227,16.511745741212522,0.4816736225198321,0.49212892075429,2.0,0.113538666561813,22.536153926826216,19.830368961535005,0.4265855688735259,0.3616369405843089,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.05110120054826,21.11759947920764,16.69878491587453,0.4254295847102642,0.3747642454874908,0.0,-0.0731040365731814,28.4862246196643,22.180045643856648,0.0940284856557558,0.0964000437684648,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6025467355406612,14.547599590208154,11.096085885283236,0.7811085151383586,0.7649513007151605,1.0,-0.3571505661458389,26.353499068184465,20.575890249955027,-0.0443236195587976,-0.0134588029324871,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0308130398957522,23.058148469849986,18.328523674506645,0.0051588643175597,0.014227403523505,2.0,-0.1054083487167385,25.6455936855656,18.507885706048263,-0.1469394235934276,-0.1355728197833461,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0491091838378945,22.59905944525966,17.8227123617197,0.2364380381661579,0.1749053490037486,4.0,-0.0643112484925525,23.368397694797927,18.22654140271638,-0.0048527359388774,0.0244009191377612,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0570482357683879,23.412877802800526,18.450652286480004,-0.0528654948428566,-6.900132088252144e-05,1.0,0.0434570134652427,23.66357496115624,19.14171531275699,0.2576520159942026,0.2023197286355181,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3705035812352821,17.94201620320166,14.355055200403388,0.6222809141162808,0.6140246827590414,3.0,0.0307800901586261,23.95846503696145,17.48834564811305,0.2874324433030072,0.2544042017726228,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.009014420739194,23.37597155671468,18.234184379082222,0.07524737172942,0.0861022189695615,0.0,-0.075431222762115,23.066951922408983,18.591074001914578,-0.0552720954549643,-0.1581135791662107,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4516086330793188,17.886829856966312,14.05680575185008,0.6899542343311054,0.6664908774448984,4.0,-0.3668400447363953,19.984430721310424,15.768221110293736,0.1144208615098786,0.124193018929861,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4013847413738591,18.220837374751188,14.380394141952712,0.6677659900576842,0.6568838207645091,3.0,0.0540829554508256,20.061614070337907,16.545699304279527,0.3313730928407452,0.4352155858846031,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0417832029985035,23.38407227277141,19.211347304505185,0.4930678705407416,0.5041084502728483,2.0,-0.0186751867416934,19.615745302672888,16.349504771985508,0.0329610329800383,0.0082065871539555,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3817851986114893,18.32360522844108,14.359373703498347,0.6638071666927683,0.6557091563858364,1.0,-0.007927219617053,22.1861039268464,18.75457986932052,0.1782120731325754,0.1983805668016194,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4238041216237231,17.707069701531154,13.839837779751072,0.6925463250599475,0.6814493903666841,0.0,0.025010127542601,21.692457222190995,15.927323951721196,0.2976950450565002,0.3447860816281868,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0908353544323619,21.695373846879857,16.88353850525695,0.3207239056135041,0.2902129840775154,4.0,-0.133919909676216,25.85528082159696,18.70515188116776,-0.1205331617144964,-0.0740781267097056,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1046410665176158,24.506904555894657,19.053567563837227,0.0667149833910332,0.0798132362716379,2.0,-0.0625810078675965,22.61730483650349,18.611455977590456,0.0747722380096309,-0.069263595579385,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0119446758122701,23.8270187890118,19.217273115678267,0.1264891635746246,0.1266582879486105,0.0,-0.2037237527968867,21.929910749354235,19.3383999232242,-0.0699476646597522,-0.0795491848123427,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1637555713234122,25.535417589022416,20.4949666466651,-0.018709487169118,0.055439275551921,1.0,-0.2960267733786175,23.223432509000496,19.240707606265417,-0.0759702187745985,-0.025496525726186,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.398956131336456,17.819133082415725,14.135513441160128,0.636136933901972,0.6541117017320315,3.0,-0.4839628938376668,28.231187825279907,22.41187787708484,0.0772900636279477,0.1458584090163037,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0565389345896345,22.89370962272956,18.01938147705871,0.4807100210837859,0.5024351736180275,1.0,0.0374245204700662,20.55934902923764,16.53771884315892,0.348513518856947,0.2309880730933362,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0195758191713922,21.952749816705666,17.977004465871044,0.4368056079930228,0.4211919311237373,0.0,0.0341379944053654,25.59890587903943,21.621986702366883,0.4482959836851871,0.4633986212933581,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0510033155622654,21.039717032548065,16.869615263505416,0.4887604606671777,0.4788855958106232,3.0,-0.2076073465363106,28.89993012863379,20.51959623236405,0.4345734395308791,0.4577087208666156,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0294367193475172,22.404928765159426,18.188002791962067,0.4183959232295995,0.4020355356218734,4.0,-0.0374185393033845,24.585925991121567,21.47032172755192,0.19359525064833,0.0837071889703468,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0331302123501457,22.490681832206462,18.444631696428576,0.3925207324456961,0.3651894907707447,2.0,0.0043215135849339,23.76421388677257,19.274551403647973,0.0659573564731689,-0.0362184046394572,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1193436368069156,22.24823013800608,17.96250696256563,0.349734426399557,0.337116087425769,4.0,0.1290867075859986,18.961877954621748,14.645559672305454,0.3773485271420667,0.3360323886639676,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1560556961577236,21.894788557865503,17.264862220070576,0.3953602105668051,0.3276297717703589,3.0,-0.0288920921240019,19.03222098231973,16.55079201547723,0.2279988562672249,0.2398643106944201,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.045214327025588,23.69956474543376,19.04902732849121,0.0293760649672529,0.0506173975331067,2.0,-0.1527515610684375,23.13133393154438,19.177831424913915,-0.0825015944529054,0.014334172228909,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0017714991975321,23.88504315787799,19.798017286820844,0.1096744052639464,0.1063573216974445,1.0,-0.3455729312016538,22.506104741775136,18.08761131688168,-0.3798487277261564,-0.263595579385053,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0031093217826569,22.06198799364322,17.781198000226702,0.1259601504600615,0.1314770882758673,0.0,-0.1635689452573259,27.82413821365465,21.84533284639057,-0.0956131206167403,-0.1513294671189408,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0603554245840537,20.569323496754,16.786747085769456,0.4962856703205903,0.4678749564640837,0.0,-0.0181008038320933,29.086434678367805,22.609530667756733,0.3411260636316114,0.403435824488456,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2760785462358678,18.680997118458272,14.98196315121341,0.5954856595999802,0.54972247481822,2.0,-0.0426456749119534,26.53711157644232,20.485336938155324,0.3248131063711337,0.312616259984681,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0360898451612515,21.97914911589547,18.082544647811297,0.4478931987024424,0.4439610701125127,3.0,0.0156847921203441,25.471963832154923,19.97386269017269,0.2613231433411726,0.2248604880183827,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0562856295773965,20.99823152624337,17.11140413160448,0.451996299601655,0.4648195655063085,4.0,-0.0699376996869216,27.994278328645105,20.65520310652883,0.4433850089003751,0.3380019695809169,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0290787865884862,22.26896918624068,18.09975706422484,0.4700663512608379,0.4805872336162637,1.0,0.030446623792638,24.529598717018537,20.19315926802786,0.5659985254712235,0.5765716482887316,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0372464856870805,22.367159691473933,17.872100335653727,0.1953521171320894,0.1874125161827055,3.0,-0.068252449543954,24.79754988651176,20.359035572252782,0.0201327818860761,-0.039282197176934,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3125842467616107,18.89197890262084,14.416976569534896,0.567150776291447,0.5728883952929116,0.0,0.2072196459700934,21.49024860179517,16.207638320922847,0.4955152662785601,0.5358354305722726,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0267808271066354,22.56627342468608,17.70596294948033,0.1903742592693172,0.2054596473706698,1.0,0.1478777842474546,21.90163836862793,17.481009565654553,0.4147384486660874,0.4314476419739578,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0225345958339725,23.225333391103263,19.251060209398144,0.1697945753927116,0.152399399688478,4.0,0.0225258878228692,20.747382317328693,15.423650167364825,0.1951930763761644,0.2942335047598205,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0640031827670725,22.430975450511827,17.67841426007159,0.263867310257699,0.2791943596310989,2.0,-0.1353332531387205,22.9367087715201,18.60539688913446,-0.0319113229140577,0.0725462304409672,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.28597180664555,19.866570769642266,16.06202659359226,0.6118234051758885,0.5994264671230745,2.0,0.1322847303401055,19.276180542293964,16.389280648482472,0.4756046227993585,0.2968596126490863,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3824898963730891,18.210826990634704,14.109598666104404,0.6680814194196125,0.6685034176238317,3.0,0.0973218668335339,21.538749536320893,17.721970684653837,0.3228891850309612,0.2362402888718678,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5565911718408516,15.62283770350312,12.190824269876853,0.7659376366299793,0.7251168093799009,4.0,-0.2144316625883358,23.57732076894389,18.95764954014828,0.0940770240730791,0.0331546121019805,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1953460227679603,21.562356325004483,17.790021331588946,0.5332029047332294,0.4912154746968928,0.0,-0.1268786002075952,18.898810134985457,15.89920117428428,0.3217218042543923,0.2841667578509684,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4046525789401057,17.498412227477893,13.944766921501657,0.6614535994068221,0.6024505326252948,1.0,-0.0060701338355215,24.54098321150018,18.81292433286968,0.2088693784199874,0.1653353758616916,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0808748807761098,22.110774717455733,17.00069223478243,0.3545796597052859,0.3854361331692841,3.0,-0.0055943946899441,23.14763771036639,19.27201409590872,0.0604566976671643,0.1519859940912572,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.249305598438113,20.25094432645096,16.005275064939028,0.5303046561784115,0.5303108589098439,1.0,0.1354760812740709,19.95284939964736,15.512911198264677,0.3933514623655141,0.386147280884123,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2655740665891883,19.164958807313187,14.483263378391015,0.5410317141553959,0.5710056449659742,0.0,0.120416024142106,24.117379324903265,20.067103817588407,0.3838162680977131,0.3684210526315789,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0055401931013177,22.50507309508877,18.469621442324154,0.1173381817043485,0.1037649287358566,4.0,0.0172232408842492,24.793866734945123,19.395426382767525,0.1333898210139465,0.1053725790567895,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1374915420566214,21.599767870389883,17.085080579287048,0.3900729361718315,0.3853726936917335,2.0,0.2134157692523308,19.802764745878783,17.015514779341846,0.5112834235182723,0.513732355837619,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0441257388370321,23.010561472239463,18.68148586124569,0.4769117715108965,0.4938272619067865,2.0,-0.0323815413093235,21.34334313697624,18.76796910336144,0.1848794503561153,0.2136995294890031,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0410725647155714,21.550171424113337,17.685406976675058,0.3801320880944067,0.3971288878963899,3.0,0.0104862572207016,26.465193968492382,21.108512818185904,0.2465799958695296,0.2386475544370281,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3899744402632286,17.171317718347705,13.634226963489086,0.675203136030397,0.666838074569234,0.0,0.1658799393150538,24.70122094422381,19.787178744265905,0.4319928886754989,0.5078236130867709,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3591750920455469,18.63378084353591,14.56084727596927,0.6693412057755865,0.6409061523783454,1.0,-0.0799475948066357,22.984669506254,19.35231277867367,0.078640837537529,0.1644600065652697,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2963961082589958,18.973148148554188,14.79941218289462,0.6071792114578235,0.6169375242334394,4.0,0.0990960711906375,23.58246109027868,19.716334822805305,0.3203308303549894,0.184155815734763,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0144360745622911,23.276754776315624,18.034602298488863,0.1606848490992044,0.1186855576951217,2.0,-0.0812762302858141,23.43122707827695,17.435472665084035,0.2576784378019212,0.2156691104059525,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0300576086792365,23.656476199344368,19.39130224054509,0.1568328266779182,0.1360540641334352,0.0,-0.1008242477096319,23.19560502302621,20.3695202596564,0.0768083180159201,0.0368769492262863,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0825861050274712,24.06968085503068,18.33894071901,0.0686332537636197,0.0784987953529556,3.0,-0.1501261601754269,24.461971101461074,17.826383751317074,-0.0028474228902072,0.0530750714493418,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1468734957809097,24.96682297985491,21.03646449299601,0.0578524571611442,0.1176768240993629,4.0,-0.1157930215555318,23.333295022580465,20.03712118048417,0.1242310552901403,0.1473903052850421,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0494211817483873,24.09878074440876,18.58164008301574,0.1562861878691538,0.1154309005733244,1.0,-0.2979433026762694,24.098420560874,19.586481692665505,-0.1370258826141158,-0.1775905460115986,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5686663220424286,14.90493269810894,11.441200284586325,0.7716259047108643,0.7373103285129978,0.0,0.2026042752176178,21.73385384541697,17.08742329045346,0.4818734276509154,0.494693073640442,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0384839545769254,22.919505006334205,19.14512809059837,0.4408913101297562,0.4746933340576463,4.0,0.0270825755373088,21.515224921404748,17.034538546110454,0.3095766278439914,0.1959733012364591,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0042526817046453,23.0715591856331,19.66992803598379,0.4808023775405803,0.5001696283880284,3.0,-0.0468337542441819,23.832380544295336,19.09574779309725,0.2886382986593532,0.2386475544370281,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4794420608295965,16.01118332100351,13.083975530847326,0.7078728991808335,0.6778886910129999,2.0,0.0076650198625025,26.236644021626827,21.3206321113988,0.246351710392033,0.2988291935660357,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.439887060144439,17.31677305028969,13.678256818102552,0.6823233577147969,0.6734851963540032,1.0,0.1478227238600657,20.17379543887687,15.201476251702562,0.4367601652166591,0.4984133931502352,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1765047500046741,20.616541327718416,16.60736119802896,0.4291655981020503,0.4110244396112558,4.0,-0.0052342167922914,24.529106275797748,19.42623670477616,0.1871751939382626,0.3290294342925922,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1058727696252823,21.609985335438072,16.90782421062519,0.3282086828476884,0.3044685784986166,0.0,-0.0366907316526525,24.3700484317914,17.773365084999487,0.0819660422847808,0.050661998030419,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2420136690308986,19.11453940825401,15.408528385905472,0.519045350512537,0.5011976657845643,1.0,0.0229610954092142,26.453510691551333,20.958209931223013,0.2158882252445686,0.2349272349272349,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0345547648899796,22.08155745890741,17.098367205533116,0.1999235994962121,0.2292685771840763,2.0,0.0489861162902512,24.709408093401425,19.92944910149825,0.2275436305625626,0.1983805668016194,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1135632048966237,22.337248395489603,16.90669743773225,0.3534592996866357,0.4033045061153755,3.0,-0.0733491941489763,20.949523357587456,17.61563423959833,0.1071916870577199,0.08742750848014,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2561012278842515,20.17992904605361,16.131688668387273,0.5931516329341111,0.5710396765485524,0.0,-0.0049803900946323,21.763145682129192,17.642983137431894,0.1044038158893905,0.0335922967501914,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2131101675546265,20.322673943200748,16.10359360434792,0.5331758381865744,0.5441148444849,1.0,0.0846027303840107,22.59446090653363,17.804921007658308,0.3390445646948128,0.2325199693620746,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2853651715426216,19.63290731786408,15.8798495404132,0.6284017355338355,0.6181866273706164,2.0,0.1139709734015024,20.858482510490187,15.688564826563786,0.3929364909359726,0.3688587372797899,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0354223429856837,22.554273695120035,17.85762672424316,0.4183964043296662,0.4097722218983466,4.0,-0.012269851037771,23.53025144232352,19.22251209861354,0.0907129351243457,0.0703578071999124,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2329920289802253,20.38361614825597,16.177640036050374,0.5848043978459009,0.6103232547602719,3.0,-0.0085354357808022,22.210959253571467,17.812208685623972,0.0964080033799382,0.069263595579385,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1118998285787244,21.509384115284,17.24086421124347,0.3417064774897346,0.3352366213321367,4.0,0.0645757482562696,23.28196486482114,19.559587787828946,0.30027095009613,0.1738702265018054,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0206104106562876,23.99912659269942,19.19069776956137,0.0745070429432682,0.0881721878677153,3.0,-0.1570918409308868,21.60944629113889,18.584143660695933,-0.1423756922646321,-0.1996936207462523,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0146107594086752,22.69666545812618,17.7318717371953,0.0916864839662201,0.0809008294132328,0.0,-0.1114204922155255,25.785752343065123,20.399288181505703,0.0268109534367898,0.0469416785206258,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0002755841458565,22.00159294897592,17.432502295754173,0.1319296423663873,0.1416483279081194,1.0,0.0886613836016924,25.76928964019,19.85469981946444,0.3811714978813389,0.3029871977240398,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0219345192381622,22.65073019908359,18.505778127893223,0.172231392048644,0.1750052777753268,2.0,-0.060205480075292,23.90997252439208,18.671133101613894,0.0538314276110694,0.0794441102026227,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0103322870955064,23.22631432688078,19.035757130214147,0.2365799140448372,0.2342299124011802,4.0,0.0199642860992331,21.710835170315647,18.5483367357756,0.2287521900703276,0.172676041184213,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.052358674996043,22.482720805257863,17.97082640412566,0.3492166931905861,0.3902073982559094,3.0,0.0210987258871546,22.6746154990871,18.99663434881913,0.1695234757904086,0.0576649524017945,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0048977767842026,23.39571409058566,19.19018737792969,0.1744812838625468,0.2235463915155345,1.0,-0.0976037005840833,22.76838544862376,19.8833775168971,0.1006294249555457,0.1241998141597476,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2473595745808785,19.21751504231309,15.294883877147328,0.516570483647006,0.4692955687079822,0.0,0.1241587658790263,24.779748413805088,19.38209508795488,0.367363648820403,0.2732246416456942,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0041832501823978,23.82830889637403,18.1346981375558,0.305068636193808,0.3113668175933654,2.0,-0.1298062119893086,20.514324645340817,16.736846092625665,0.1049590498032988,0.0786738155159207,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0492578423741649,23.208169735207235,18.414775356936765,-0.0501957195889276,-0.0656416137109796,4.0,-0.2204846748601645,25.89271386388578,20.72734303123073,-0.1324395333268311,-0.1228799649852281,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0420260575826019,22.33858451649604,18.34876087337345,0.0123101875247181,-0.0220902800139615,3.0,-0.1207832203682259,28.825637298123084,24.128636077077765,-0.2654288782252804,-0.2047269942006784,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0102227788703885,22.8099537216055,18.639875941090768,0.0977777502391658,0.0933555780634312,2.0,-0.1069893904753207,25.76372551028512,20.35188663281893,-0.2206476961737853,-0.2344895502790239,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0861254652639262,23.798311297359607,19.32477780726049,-0.1063866821960664,-0.1035398528138045,0.0,-0.1119036228984362,24.42907140135841,19.45309769078305,-0.0406388557319169,-0.20319509793194,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0235876096794966,23.78059663463718,19.00508641527845,0.0231701551105364,0.0167689500882697,1.0,-0.0628502704430331,21.88575927143398,16.263514227616163,-0.0374918679349567,0.0786738155159207,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0017626344776919,22.708239131527467,17.68575879778181,0.1072993728518179,0.0900287998843404,0.0,-0.0040127754375609,24.480395042006965,20.442093678524618,0.1331569185564763,0.2743188532662217,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0200264835744583,23.38059317279255,18.77069818273767,0.2161454188521436,0.2118126975573532,1.0,-0.0602435786376631,20.741086404774627,17.276420123451633,-0.0337994703463534,-0.0001094211620527,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0035397121973961,22.434884336086206,18.2009119603541,0.0324293361343359,0.0404233734336181,4.0,0.0160588412433095,25.446830963575493,21.463390241924085,0.4168029664050405,0.4732465258781048,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0074175195238117,23.15733038781753,19.06450388920772,0.2282791153335337,0.2181480343630086,3.0,-0.0332245699908473,22.58183858789536,18.51631539194208,0.2437901320791395,0.2308912844731872,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0293177464631085,23.38273240508775,18.44472897418133,0.2889867679657827,0.2905779440383379,2.0,0.0018903315406788,20.176515344818565,18.026236267089843,0.0601770700351783,0.0285589232957654,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0430677806939436,23.49834599016254,18.94908932574384,0.2436439410003435,0.232444092501513,0.0,-0.4190220451780275,20.49238725868783,17.271472131829512,-0.0702729256744841,-0.1424741480493316,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1109275301647314,24.639859264784967,19.90026483164205,0.036378280244844,0.0197458779925482,4.0,-0.3213989316060701,25.05262984634501,20.45776517767655,-0.3216518611038117,-0.3204945836524783,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1041317757908486,25.05472204140779,19.475401325473538,0.0626735741213667,0.0646098266014877,1.0,-0.1886691400810667,20.58109311015929,16.753293840508707,-0.1058698774061973,-0.1160958529379582,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.033463610063354,24.340972978850523,19.277938337945315,0.1374691136512446,0.1635891230833468,2.0,-0.1591162278902667,20.56419426871976,17.141036854794155,0.0234250050741165,0.0366560892876682,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0440975805202743,22.392995311226755,17.501533468172145,0.241491795879013,0.2489912664045786,3.0,0.0874677846621884,22.40813042745128,18.90154922083805,0.3413904148156299,0.1957544589123536,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0155192178418891,22.89270175344001,18.162988170276986,0.3019462722761432,0.3229039770324698,4.0,0.0029112885151028,23.01458374858975,17.18011241712068,0.3264406201300626,0.3642630484735747,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0472301032331337,23.49543315100524,19.18351308351988,0.3500271154834131,0.3402036365429757,1.0,-0.0543067474639986,18.937061072922543,16.238049348530016,-0.1118142097555479,-0.0425648320385162,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1472476142311316,21.075535491708823,17.57379729431945,0.420036690638955,0.3621616470948759,2.0,-0.0201330306676756,24.109496572295665,19.000035022936373,0.1306917969170727,0.1125943757522705,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.148787255716016,20.716973899022605,16.84369115160657,0.4499238873427319,0.4174028188734413,0.0,-0.193748758005366,25.880538115439368,20.6856756993344,-0.0168314756951038,0.0357807199912463,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2080553642176394,20.49704877592185,16.169840435672118,0.5134654646958168,0.494718113175977,3.0,-0.0270784970405495,23.30743286852352,19.81753481814736,0.1470034483442489,0.2200459568880621,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0653843749496543,23.90037726331164,19.35846574956721,-0.0138632179709439,-0.0402113081571951,0.0,-0.1850235511406703,24.54686714195001,19.88146169562089,-0.2360742466710834,-0.1734325418535944,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0016911066796279,23.366147026453035,18.60841912802164,0.1484537027615128,0.1337394557273972,1.0,-0.0854593448744227,22.86343320449097,18.68563319156045,0.0848335743667463,0.081518765729292,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0672800647263915,23.320961404094824,18.55858358011617,-0.00994781745877,-0.0023000459187808,2.0,-0.1217470194394385,26.47227412126305,21.09982677258943,-0.1705405622971744,-0.1583324214903162,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0014505075621835,22.979983432696084,17.969875477877526,0.1263364472978699,0.1396619592434082,4.0,-0.1657676314766956,25.08287400484379,19.696383783440844,-0.1754686522312118,-0.1679614837509574,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0541721037614157,23.032911414174293,18.54468227436016,-0.0040025836883521,-0.031346314343774,3.0,-0.020681835410677,25.670558699740923,20.625039608604027,0.0671189758279908,0.0782361308677098,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.002049363701334,23.13083669270879,18.5986832021738,0.0494753161106411,0.0644111430653422,4.0,-0.0001099265253188,22.746093437628,18.77979917425858,0.0475456751059706,0.0399387241492504,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0208956039231017,22.043324921459195,17.152102168690075,0.2675067189254541,0.2779375488247292,3.0,-0.1089062601865904,26.337164606373864,21.42131343239232,0.4355792621557546,0.2865740234161286,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0125922605175408,21.61072058503718,17.020654501976903,0.3029871475462503,0.329847671369709,1.0,-0.100430312185479,28.19782347961253,22.11313515512567,0.3573811920258963,0.3491629281102965,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1228286023104761,21.783065441531647,17.49388515819203,0.4082933055911302,0.3698046686004728,2.0,0.0510834158819815,21.69765899350946,18.348260233025805,0.2412833683891202,0.1815396402564064,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0081835102413767,23.41229264604052,18.976123280710983,0.2094638430254717,0.1884361905654394,0.0,-0.0047099304076234,21.281247485592708,17.558857992071854,-0.0895481774628334,-0.0309678831781573,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0080986386417024,24.187622393925235,19.8438980944745,0.1481193770909587,0.1386498259772156,0.0,-0.2599641486475914,17.946062061955168,15.174510249087684,0.2019165506305383,0.148265674581464,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0233591874307673,23.173747226304243,18.826421109484382,0.1909676258790426,0.1701424712989659,2.0,-0.1403988897278716,22.949888799638863,18.97746607328716,-0.1072815281896191,-0.1268191268191268,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0791553950396506,24.601151773443988,18.750751741087285,0.047932492633373,0.0407090695515743,1.0,-0.0625829742363039,21.02694120517358,16.810093837537266,0.0830564234273271,0.1489222015537805,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0443646690349064,23.347621093551247,18.29439475864559,0.0346030082272784,0.0255469385978874,3.0,-0.0923762398188901,25.04915728385713,19.876241864656148,-0.1044409575943291,-0.0911478279899332,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0068512901008999,22.61053158751569,18.36766929527382,0.1325167010267894,0.0921791931446788,4.0,0.0406196748137948,23.99312709929214,19.47369073968184,0.280247112956729,0.2780391727760148,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.008062096819806,24.527566721114344,20.78988793410264,0.170599256302751,0.1771448990237707,1.0,-0.3407584434540371,17.537741343089444,14.089087311594106,0.0070900184376902,-0.0252762884341831,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0114340406426192,23.017820016903546,17.62890232333889,0.2464309643010549,0.2456334038955392,0.0,-0.0681997110646324,24.59952096174337,18.91864648116263,0.1200618894646642,0.0620417988839041,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0611181215268862,22.80334249061052,18.376193068863508,0.2768821702278318,0.2613558606403059,2.0,-0.0633156035220781,21.605319904458653,17.349796246980368,-0.0497929931344423,-0.0413634623369027,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1759586737565526,20.70479706961166,16.575230284851866,0.45194738049935,0.4288271326561144,4.0,0.1315023829075496,22.46086237213896,18.74402528863204,0.3953445177686544,0.3559470401575664,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2215471331486507,20.856710232055327,16.546057875001583,0.4873991604099813,0.4761957178004917,3.0,-0.0141953407002006,19.174432744845248,15.463204624778344,0.2189826242040304,0.2414925046503994,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0020340628358028,23.19839663634517,18.915698853529896,0.0863696396921545,0.1002998266755382,1.0,-0.042085257543792,22.64020584341373,17.464459373072575,0.0065173548700669,0.0294342925921873,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0280739288887809,23.60730721658589,19.219363353778792,0.1747484695002501,0.1384478645735944,0.0,0.0414674655930268,18.741852955413066,15.213601070203284,0.2282077761311214,0.2480577743735638,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1107579274426479,21.749270268456588,17.30649397961505,0.3358201164314787,0.3545531387772693,2.0,0.044421097483371,22.51550555042315,18.30673779136256,0.2365742452273976,0.172338330233067,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0676703017249755,22.303977209203985,18.105306588705485,-0.09774392148841,-0.1256629055472186,3.0,-0.0323656709732427,28.211995949709728,23.34396716067666,0.0461778361528889,0.2187329029434292,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0267015256402944,24.12556205377672,19.84785721915109,-0.0028556824438805,-0.0113638697287194,4.0,-0.1692088436988006,21.440961353319537,15.76399758991442,-0.3834709051518326,-0.3550716708611445,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0889179838569889,21.11068679321782,17.03881968609699,0.348199641048086,0.3351725486234945,4.0,0.0468060690699937,25.87530421976332,21.780002871061622,0.3075173853603974,0.1064667906773169,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0311917329354548,23.046962762157804,18.85773618623808,0.3029292071071274,0.3304393827006446,0.0,-0.0200951193263327,21.618553650471,17.510509298224196,0.1523591255936413,0.0436590436590436,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0030005180646863,23.276852143598365,18.953810619007456,0.0614765424563045,0.0085742426072035,2.0,-0.2291822349102537,22.398914071999272,19.73882614938837,0.3392852229304745,0.4848451690556953,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0091063349778732,22.2299868476572,18.36069691942884,0.2040062855166199,0.1894909259087033,1.0,-0.0242086662968989,25.778412462526365,19.663303078099304,-0.0187882125596557,-0.0294342925921873,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0790634818109005,23.15206807780554,18.72316014871969,0.3910000122613392,0.3704861635922744,3.0,0.0603198146335963,17.629562789704543,14.688288441708211,0.2690547103065695,0.3056133056133056,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2031616081840485,21.43728487044125,17.124471465767204,0.4591155957531956,0.4527205802022114,1.0,-0.2021862056328838,20.336527593041577,16.262060299923544,0.2206360745573588,0.1255060728744939,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0879593279851964,24.74835371109647,19.4893879144842,0.0096618402791528,-0.0085348132486189,3.0,-0.1843061819116951,21.419025833345334,17.647589000902677,-0.0389963529788031,0.0036108983477404,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0069696404106338,24.007170392616864,19.97676894547104,0.1931999644562206,0.1657214580967072,0.0,-0.3801433218310404,22.54167420267923,18.346542245965253,-0.1097036631887131,-0.111500164131743,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0753348396458186,23.6884974582962,19.18736732581993,0.055219696908922,0.0857472138686258,4.0,-0.1519804733682712,25.648965761060712,21.23235431068822,-0.016505715897491,0.1128193906596474,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0266067661034071,23.48630321638109,18.57553519409972,0.2126922177347636,0.2006279120203008,2.0,-0.1506667576659108,20.240880220834867,16.642333357961558,0.1906019940277973,0.1933577723526643,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1086856553024856,21.26427553383577,17.1623194627638,0.3801428243021643,0.3365068516785853,0.0,0.0738369252280715,24.1463854391386,18.78731889022024,0.3493886108595127,0.3375642849327059,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0687351826683444,24.638421376069285,20.71741165458382,0.0094597462066443,0.0205755198300666,2.0,-0.1973179235869853,21.27672937443344,18.54076033341257,0.182598789962627,0.2815406499617026,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0487487326456889,21.657500527986965,17.470208954253753,0.3534938686907306,0.3269600103835142,3.0,0.0449038000820457,25.412398262395527,20.53381477757504,0.5330111132193085,0.5049786628733998,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0597495921970159,21.87285158898376,16.69724015273057,0.3538326625300534,0.3569668333650958,4.0,-0.0280767010559577,25.37534961043273,22.14271443417198,0.0758115021967422,0.1158770106138527,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0116349056232533,22.91335902013673,18.99589497157505,0.2354246389677186,0.2366038864172542,1.0,-0.0255328964591896,23.454691687209348,19.62332465723941,0.1117743797183686,0.0944304628515154,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1131550234458919,20.958832373490925,17.21629816030527,0.3414863120255714,0.3245049976675361,0.0,-0.1509212356089435,28.03318978102132,21.933411005923624,-0.2806588776675856,-0.1961921435605645,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0664131659136921,22.909059855689435,17.91113837700385,0.2745066703012581,0.2726800770189852,1.0,0.0541787996409499,19.71011233909953,16.264742680599813,0.2345732348771383,0.2414925046503994,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0374169247564819,23.677871800191863,19.18201204671488,0.0359301124928175,0.0206921988193178,2.0,-0.2289531771451038,24.247382093521644,19.886215623554428,-0.2535104381203351,-0.2338330233067075,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0092354723077182,24.08197779999064,19.279300363714047,0.1444396453983989,0.137113726405105,3.0,-0.6067736338972691,18.434498756428752,15.910737272563734,0.0549494143552394,0.0340299813984024,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.04998839926366,22.630596152560305,17.744833332408557,0.0286106543138011,0.034083338741182,4.0,0.00986607412165,26.583983377611304,21.69907289605392,0.1550955118378527,0.2082284713863661,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0234255025898605,23.3042266320806,18.825764068999845,0.2947778028315934,0.2778866192365277,4.0,-0.0481295024269352,20.896955714821345,17.82404518930536,0.1324444423171667,0.1589889484626326,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.021624786339359,22.914661670247536,18.089483087713067,0.3625967346302317,0.3516740240815005,0.0,-0.0488355492121352,22.91620006307995,20.18014106348941,-0.2652383801288526,-0.3024566399449714,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1159930597358656,21.581283577774823,17.29692231611772,0.4394520256173807,0.400001314313573,1.0,0.070618830368467,22.69988682241292,18.7866147252133,0.3059569891930128,0.3574789364263048,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0204531635627354,23.007644373426423,18.3925933005593,0.2707159036292196,0.2815763187470531,2.0,-0.0301099122016637,22.393396511543635,18.390608315718804,0.0893513190047361,0.0611664295874822,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0124266147088405,22.83172247995621,18.2547868931758,0.1810209613425891,0.1947777457414896,3.0,-0.0469793788223573,23.619331477182275,18.58587723982961,0.0513889688348659,0.0541634752161067,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0616078728422981,22.861192890054525,17.981342494518728,0.0559642155846914,0.0637949545290098,4.0,0.0054329112845213,26.29159023161192,21.98589229784514,0.104354020522228,0.1782470729839151,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0780690266171688,23.022267748240985,18.023496984011167,-0.0095522015063378,-0.0120473020483697,3.0,-0.0953620864276127,27.18075732206093,22.272659482454,0.0228933167939611,-0.100120363278258,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.09718890501479,24.478073657007272,19.019781936051007,-0.0070208348694451,0.0020683950388098,0.0,0.0083328002605904,21.473875673090458,17.510355341058027,0.1524540836082246,0.0944304628515154,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0446631351059589,23.353469462543465,18.067799297184145,0.0456620832748393,0.0649186894031527,2.0,-0.2422319943223709,26.704814244192,20.41300119901958,-0.2833140287473794,-0.2445562971878761,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0486801501510587,23.84190420697689,19.76114090857568,0.0639356459856039,0.0880324700234983,1.0,-0.2412831120072995,23.98269669492122,19.748061390926967,-0.2002951619212206,-0.2449939818360871,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0199230171341535,22.841725524617253,18.138162321610885,0.2127366479825943,0.2455027498241687,4.0,-0.0107436631754538,22.902522983884893,19.30190199199476,0.0393143383783259,-0.0101767248606665,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0050584682960141,23.771663804386687,19.19706577647816,0.0774564718917345,0.113217404596892,1.0,-0.0620366115388553,20.03889438421369,16.372305864032942,-0.2741765791039404,-0.3255279571069044,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0881528166630356,22.36661955951884,18.17907918954824,0.3111919672144999,0.2855118560515074,0.0,-0.0897740370237787,22.541694372460395,18.398131308304635,-0.0572843877743067,-0.010833287754903,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0087432637871198,23.32200311450949,18.77891980257901,0.1430949067236931,0.1663632779164528,2.0,0.0114052340587468,21.468549348655188,17.635118621023075,0.1613047447034869,0.0724994528343182,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0251181370283437,22.34049553739981,18.01118092722707,0.2152515098360173,0.2356053026387282,3.0,0.0220658263341482,24.349401462970828,20.64578488801655,0.2356008733638624,0.1920341394025604,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0916017406379714,23.871970497177543,19.147204172704125,-0.1339155810724958,-0.077274971311269,4.0,-0.2056297330433631,25.330587261932514,20.22060060601485,-0.2311231266309121,-0.1519859940912572,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0174996744855497,22.054608486635694,17.835383850692153,0.1475432274181602,0.1303370306575435,2.0,0.056662526431284,25.129246163541943,19.895276240298625,0.3074984810580339,0.3699529489003172,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0929150779352698,23.015060740183227,19.003020662580216,-0.1022716721351112,-0.1269969310842807,0.0,-0.1041189853589594,27.394749360089023,20.793653676886304,0.0282685075455921,-0.0349053506948243,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0222798634911185,23.50283984166628,17.95870800365101,0.0681468346660646,0.0778187678820665,3.0,-0.0730622451267932,22.87702206544198,18.18750155800267,0.0962643496431635,0.0793303424882372,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0328879117729374,22.60336102264433,17.93306793807389,0.0077934055155635,0.016455158624876,1.0,0.0088783351386547,26.049781982029213,21.016887986032582,0.1079445128054094,0.1296640770324981,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0154455041609125,22.864343124263915,18.808620682753524,0.1940180573548114,0.195990165585379,0.0,-0.0040315311468039,23.250035813053472,18.128389820299656,-0.023659240425677,-0.0274662144088957,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0040125272214939,23.74876780921205,19.426023949957514,0.078218592163797,0.0583272272058425,3.0,-0.1088679553330307,20.118853902207384,15.740055718672902,-0.11873306340715,-0.1758494285063563,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.007368149310615,23.53645160720022,19.446128771893388,0.1545371470882065,0.1476790684144444,2.0,-0.0357333551484286,20.999644957778607,16.729621774773847,-0.039472790539487,-0.0636866007409454,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0093228231331478,23.735074163459263,19.37617549945782,0.120573041238321,0.1076971605746468,1.0,-0.0942450560161383,20.044444748589083,17.25383603547748,0.0061981554230715,-0.0051427946164788,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.024740075784902,22.824829851063924,18.76503365454736,0.1999182774460067,0.1762516470158548,4.0,0.0296793448694817,22.332499169837163,17.563971083791625,0.4126331370083436,0.4340975002393999,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1438683086530126,24.19029655017363,18.932162598448915,-0.0260836890758039,-0.0034549918718165,0.0,0.0063396916071815,24.77080911416661,18.32312554208856,0.1838420522486833,0.3141653448921898,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0813158200010462,23.99347734058617,19.23411646508552,0.0728950626528856,0.0527662958120196,1.0,-0.1812198804903075,25.06690893113083,16.38996917724609,-0.0516177175943845,0.0399387241492504,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1393540354910643,23.196090523284777,17.813420978397517,-0.0008858972462887,-0.0188718612613696,3.0,-0.2107339638542982,29.841179195015787,22.152796610782023,0.040121060255358,0.0830506619980304,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0933807429977164,24.66968680550889,20.44839497851087,0.0296266151325308,0.0007524429753379,2.0,0.0583447278999357,20.23714077317532,16.84943055002313,0.2922153013902275,0.2530911478279899,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1458744044965283,24.63990799947304,19.8727928875019,-0.0717144494644446,-0.1020610841906126,4.0,-0.1088610652691677,24.027901729647805,18.789522102757505,0.0241155237742887,0.1110624794835321,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0044782412078567,23.26771529240164,18.685594526018416,0.1030954358757937,0.0703344546196429,0.0,-0.0333917077525205,22.201219240742603,17.603826747693514,-0.181450893769611,-0.0950869898238319,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0191748717467288,23.015251206139947,18.264580126675693,-0.1727670903666834,-0.1785304441357929,4.0,-0.0208036919498277,24.38932340239193,18.749115953947367,-0.0640882233421877,-0.0584372951627805,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0169438021548817,23.815002270162548,19.7906264832732,0.0436744917041346,0.045156133714478,3.0,-0.0454848218086634,21.154450696523902,17.517490792525443,0.1987977138323526,0.1935660356712988,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0181435996618271,23.928508030012384,18.599078644591494,-0.0688982254165821,-0.079698132678291,2.0,-0.0013400594315906,20.06278613177216,17.152142153288185,0.0303442509654505,0.0805427883563142,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0046616094659537,23.49376439254349,18.326593042348883,0.1909255117034232,0.1945667495851594,1.0,-0.0144667697333462,21.68740948827952,17.665354172556018,-0.1414964547244904,-0.0572272677535835,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0593083392985993,22.95575457222981,17.756815661145495,0.0019222139681531,0.045547480751629,1.0,-0.2567579217763269,27.76384437398196,22.850057079917505,-0.1148495737885308,-0.0519750519750519,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0330733645900971,24.52282482767641,19.45493525517451,0.0433081615757595,0.0718993172982304,3.0,-0.2782523139907622,19.635059935751485,16.34532431351511,-0.0606567060555896,-0.0285589232957654,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0513211755728391,23.94110994985279,18.762052444854337,-0.0204546469414528,0.0188669325955922,4.0,-0.0341508808922941,21.952797513942823,17.18092952527498,0.2131421280347888,0.1959733012364591,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1867693727884747,24.08253000774828,19.48443965862324,-0.1443991054769605,-0.1850303277236661,2.0,-0.2535359370008392,29.67822439020533,23.13086292066072,-0.2644454677375791,-0.2445562971878761,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0581425276912652,23.48850601046516,18.751246061944343,-0.0044209131834942,0.0275200268119789,0.0,-0.0933848656246358,25.110038277237447,20.884724261635224,-0.0784509991707945,-0.0775796038953933,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0080889732902018,22.84483612658744,17.96585544239391,0.1467401945009715,0.1526373550648189,4.0,-0.0080790231698468,23.601195130683905,21.38108230189273,0.0831677163168409,-0.076047707626655,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0126865170595555,23.18503327871825,18.07357324179117,0.0109350554729296,0.0749706125678218,1.0,-0.0492864822226835,23.716051367633057,18.589421964946546,-0.187468046509117,-0.2654847887940467,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0181225119813845,22.702494262037995,18.32097163212764,0.2739187991434751,0.2284537498495784,3.0,-0.1136579306415332,24.132451874244023,21.17063097502056,0.0544389089222762,0.1784659153080205,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0011431385643879,22.840770985097155,18.607904559048738,0.0368312188751835,0.0411539434657489,2.0,0.0262116309562382,23.614914127976053,18.61225105687192,0.3446520104015947,0.3686398949556844,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.012025961338952,22.870302545405583,18.61499175331809,0.2440744029595781,0.2222848351037494,0.0,-0.0036234510441548,23.27073719980741,18.06885865462454,0.0709983113037222,0.1161022051308301,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0619727177746078,23.899850641399443,18.313006609631824,0.020445232336076,0.0056860374184382,1.0,-0.2130396050885961,24.84530274405468,20.43364556161981,-0.1573632847615352,-0.1703687493161177,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1422509543630836,24.28509607972564,19.951565231719577,-0.0505358590739976,-0.0524705758653802,3.0,-0.2138571034787311,26.43619914230364,21.44517848366185,-0.0663560853610324,-0.0423459897144107,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0358630072900789,23.934846888951427,19.71651328049697,0.151644214095541,0.1806554638007008,0.0,-0.43694074953912,24.889366211373275,20.78251715810675,-0.0832165367210841,-0.1244118612539665,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0028387159699292,23.53734827379845,19.485183163927747,0.1359082486287441,0.2029507897770383,2.0,-0.0497865821352203,21.76943395530114,17.7246178476434,0.0874432630554711,0.0222124958967064,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1196438341114334,24.31691560729012,18.819101081947224,-0.074919317270032,-0.0405826006740903,4.0,-0.1629123947053217,25.1480662879724,18.48915540594804,-0.0248162040250712,0.0370937739358792,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0230610038731271,22.32504812370024,17.78074895189954,0.207019924245601,0.1746244932760954,3.0,-0.0660928502435358,25.77186404660332,20.02337240921824,-0.1269893575961699,0.0138964875806981,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0699282746019358,24.53629488805672,20.906442950360187,0.0937331847988869,0.0828498413382308,0.0,-0.3396858809505054,23.05841797787028,19.634498017963608,0.0348687740134575,0.0364372469635627,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0123430724414603,23.53342499927308,18.41411937069584,0.0858092452540695,0.1038126038651387,1.0,-0.0629227369816491,22.236080354940853,17.67967604787726,-0.1486172615761932,-0.0395010395010395,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0107514891239361,22.649890580505502,17.946931938072304,0.1226098743570666,0.154079383720823,4.0,0.0657366533884319,23.16467994383893,20.390649972212945,0.2920653748533794,0.2688477951635846,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0283324720426181,23.849461243055423,19.076818405745865,0.18491230560892,0.193799672245522,2.0,-0.0355716799362564,17.865539988396836,15.306285026951842,0.0989204779048062,0.1090928985665827,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0019735566255302,23.503219224544186,18.726382886217788,0.1146115805600585,0.1364206521127189,2.0,-0.1561704812919915,22.306411226950896,19.41376407422517,-0.0820962960540064,-0.1101871101871102,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0041781648730558,23.130833497304703,18.575071101993714,0.0886388929052848,0.0789129325834294,0.0,-0.1784644643029105,24.39508060170814,20.62100180374949,-0.2831446553510411,-0.2476200897253529,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0465769349068247,24.31801059810321,19.661677665215034,-0.0126942221692932,-0.0279357005735355,3.0,-0.0413322684839585,20.22632147875221,16.520452957153317,0.0810509800691521,0.0250574461100776,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0920138868189617,21.36902038204449,17.17110381881912,0.3067213767840567,0.3288917803761854,4.0,-0.0880719771655229,26.459404351235683,21.162665834928813,-0.0404685082868928,-0.0156472261735419,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.071029636304288,22.10468151645308,17.85532660942573,0.2753003144680938,0.219595060820032,1.0,0.0437666091671773,22.89649445470944,18.45392217134174,0.2464993688122757,0.3605624560849061,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0532229117452069,21.40197187583967,17.60458099959733,0.2474727521125621,0.2231620573581292,3.0,-0.0394962034162409,26.912311233867527,20.722822450336658,0.1389167561609928,0.062917168180326,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0345049166342742,23.34310211334605,18.79446769020774,0.2306754062097455,0.2275047870039454,2.0,0.0107090980618861,19.94348405656355,16.673838272094724,0.1416268552632994,0.1012145748987854,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0134359469468197,24.143106614517087,20.029511722713323,0.1593745852262988,0.1326839494384271,0.0,-0.1904114363619917,17.8303400614854,14.172416494269116,-0.1628778367551522,-0.0532939377233597,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.034329296469454,23.4618704086152,18.750565575934072,0.2282630428751142,0.1873397653159781,1.0,0.0188853813633343,19.30010632610389,16.098762945877876,0.1739246070047374,0.2126053178684757,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0301526074237878,22.43700649272037,17.83973512327516,0.2060826511754395,0.1524644743276785,4.0,0.0113262935763214,24.089942205338883,20.081804371884,0.1093218897311726,0.1162116322798696,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0133206122564535,23.491747580572284,18.46728003117945,0.2227784498973731,0.2177269176396716,2.0,-0.4049533612287865,24.405020247909626,18.99595675619025,-0.113409041723383,-0.1373310720444786,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0507228356613628,23.083486107005783,18.927848039106888,0.2529217229112753,0.2552260286128922,3.0,-0.2181407719515393,21.977794771831974,19.04190445749383,-0.0274956632440498,0.0401575664733559,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0245210540517799,23.48089904746873,18.627360765531463,0.116193547919387,0.1042591816785365,4.0,-0.1344789824254666,23.978843244422112,19.643584948087994,-0.0606602235772627,0.0440967283072546,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0113075468776437,22.880563715957088,17.863693855582895,0.1888182435966887,0.1484069333127925,1.0,-0.1918444416442224,25.22386720676832,19.507404865465663,-0.0499648455590643,0.0272458693511325,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2664283222474992,24.52471732434341,20.338567351799508,-0.0870578137575301,-0.0525263909299658,0.0,-0.1767350462661518,29.36821865633141,23.4809761087518,-0.1802494657027713,-0.1434511434511434,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0521281444165737,23.82025240090444,19.65321674099216,-0.053323132313335,-0.0337198824019621,1.0,-0.0495670973170394,22.93424467256856,19.712109555696188,0.1968374734539818,0.1362293467556625,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0110040026353468,24.012512695801323,20.084895811204785,0.0568705789865473,0.0489749514740781,2.0,-0.1401008210255203,20.2756101616142,16.374315840068615,0.0926654358988548,-0.0080980520901729,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.021958242377805,22.57256155581252,18.064562726702004,0.1838099937049552,0.2101608565505232,4.0,0.0010439785664807,23.819106506848584,19.55476516322086,0.0894556478402756,0.0729879084092966,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.0273145650736448,22.429641752703645,18.536555082643183,0.0142993424173998,-0.0007590238821752,0.0,-0.0968466719749978,26.94216952823917,20.82655177467748,-0.2750882222379229,-0.2159115793186628,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0714778698068434,22.592157128464585,18.34022270400803,0.3032305911943611,0.2522060140393974,3.0,-0.0225133903980283,21.66729935629638,18.303230570742954,0.0558505542628241,0.0486924171134697,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0514041122576891,22.913376574422063,18.027598073389623,0.0352480080185394,0.0892268490490858,4.0,-0.0904965897483149,26.959792840423365,21.84989463806152,-0.0453273329458245,0.0605099026151657,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0042561450059894,24.286430354794025,19.35150310367733,0.1216587679702437,0.1293806561527795,1.0,-0.0444884387288628,17.360597563424385,13.72882183677272,0.1176738058505508,0.1721194879089616,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0183238402353463,22.091547163123305,17.59459230992701,0.1700098969512616,0.1039866334585522,0.0,0.054588567193604,25.195189844354765,21.07414195412084,0.2426747266591655,0.2283619652040704,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0094913070665068,23.841666507119893,18.712576525304225,0.1009927789134658,0.1309907932525047,2.0,-0.0409861484891513,20.625629503381347,17.431592680278577,0.0847159205561711,0.1086552139183718,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0070677869314677,23.95567148661134,19.01153170796184,0.0932545405230202,0.0885500522439767,3.0,-0.1454729039622677,19.85363530688972,16.77937983061138,0.0671336594008196,0.0799868694605536,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0239503189131252,22.992503193067897,18.36205012036608,0.1816278738035658,0.1564597015724876,1.0,0.0103995106337272,22.03634466591105,18.84282549406353,0.1491629882970058,0.021118284276179,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0050624701379866,23.295722478100924,18.352615175123336,0.0241536505450787,0.0373128627243937,4.0,-0.0342474446313878,22.74334882713104,18.98392777693899,-0.0226219304069519,-0.0359995623153517,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0191015922105141,23.54140453881713,18.67242263100364,0.2091428120412681,0.1988130003243758,3.0,0.0105650162971714,19.9020375305914,16.143877539383737,0.1267308932770624,0.1270379691432323,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0035380513139755,22.91794227784852,18.74221227175229,-0.0571567977404739,-0.0408163265325952,0.0,-0.017516808379024,23.969631714804954,17.63865284166838,-0.1575605577841036,-0.1720194782899765,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0018133725189137,22.616136210608463,17.65187185014997,0.0988653134415604,0.0942303695654889,2.0,-0.0771963933456036,25.35131837248841,19.892345336110967,0.0677204060166962,0.0642302221249589,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993882696,0.000570832198152,0.0003398981838361,0.9999999998257988,1.0,1.0,0.1583350820408737,21.163686890840246,17.213283827538582,0.4787384145129554,0.4619109030798288,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994049816,0.0005513065267102,0.0003282578186417,0.999999999803479,0.9999977609241713,4.0,0.0521313046220535,24.468874188812084,16.8219432183468,0.5120048257069549,0.5518048128342247,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994117968,0.0005460866947416,0.0003422694419746,0.9999999998254836,0.9999962592979826,0.0,0.3063120604867489,19.581405180526414,14.089131457887843,0.590774594822762,0.5326217355193947,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999385616,0.0005802020828351,0.000363491145709,0.9999999998096686,1.0,3.0,0.1877819190406957,19.84739417542921,16.122571816366225,0.5010185707703544,0.3117703830307237,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993517874,0.0005724555992499,0.0003517548467071,0.9999999998045684,0.9999968565996477,2.0,-0.0868158492039645,25.42448891280032,17.804928125,0.3003949620912762,0.3767106842737094,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993808686,0.0005597869293052,0.0003273622754593,0.9999999998131966,1.0,0.0,0.0485266609177569,23.99244679804682,18.754443215942384,0.3830607290913596,0.3332613028884447,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994514406,0.0005322874162473,0.0003330413609334,0.9999999998375302,0.9999971079556764,3.0,0.2671731882431317,20.31746467116724,16.34705707218336,0.6262065406926511,0.6305889608387295,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994115224,0.0005679388069786,0.0003493221895194,0.9999999998119736,1.0,2.0,-0.4380676190717234,22.108108547820528,18.06952321370443,0.4317189074722172,0.6456780549465903,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993668198,0.0005586326746247,0.000347134227484,0.9999999998150184,0.999997904400863,4.0,0.3293169882902698,20.56998308096228,15.631619392395018,0.5980399319403594,0.5629291716686674,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994069388,0.0005758707004832,0.0003511067844877,0.9999999998058202,0.9999990930523728,1.0,-0.0629742168704494,20.481435482703024,15.713721939796626,0.3523173855513207,0.3542736333434008,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999289042,0.0006005224167316,0.0003417121039494,0.9999999997691994,1.0,2.0,0.1109387401920367,22.834343143104903,17.686777466891105,0.4235287080272515,0.3464536306785997,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993553474,0.0005884642083116,0.000366993713379,0.999999999783408,1.0,1.0,-0.1941758250744643,23.523223982114672,19.15657987503778,0.2169341724494545,0.2784328027892156,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999994742368,0.0005406651576795,0.0003453554425924,0.999999999846092,0.9999970003704542,4.0,0.1556855004951989,20.21369267040104,15.401845706592908,0.4989382294230692,0.4666110009393592,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999316165,0.0006240472697874,0.0003552423633118,0.9999999997726516,0.9999985072833378,3.0,-0.2392773400501942,20.814610649034805,15.4302715995095,0.4249997425847728,0.4939839572192514,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993403405,0.0005728523025654,0.0003575365984882,0.9999999998200576,0.9999987806060266,0.0,0.3487828582771416,19.792297725744582,15.146485896863432,0.7071030487635814,0.5987814363494944,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993906702,0.0005591107051813,0.0003348737149624,0.999999999815081,0.9999990745432292,0.0,0.1101170877011823,23.06047007534998,16.143499070947822,0.4147680369205717,0.460183227625088,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994456532,0.0005504368154766,0.0003425834053441,0.9999999998095142,0.9999991457018338,2.0,0.1297413246829037,20.23429914985153,16.343718170166017,0.4330902980508636,0.397936210131332,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993892826,0.0005826491928015,0.0003801029750277,0.9999999998251324,0.9999989066491584,3.0,0.3478452032947425,17.50182077965315,13.639637065300576,0.5956091579078341,0.4068983181080851,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999181028,0.0006640127723462,0.0003711900872698,0.999999999751318,0.9999981739745726,4.0,-0.0267921420066425,23.172280275161214,17.10314371057459,0.3693050201503584,0.4350833024805626,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999999498132,0.0005307918601528,0.0003409576416017,0.9999999998436012,0.9999988332362,1.0,0.4111417066452483,16.28308684563588,12.208315249356358,0.6670965792844135,0.4891774891774892,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994866596,0.0005394983552039,0.0003293762207029,0.9999999998416288,0.9999989066491584,2.0,-0.1004810487648566,20.905580072676777,16.888657279381384,0.5227481901869371,0.5293803762064762,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994961716,0.0005363466887746,0.0003477627623315,0.9999999998491528,0.9999974870299332,1.0,0.1105162421538262,18.037308529747644,13.15522862556653,0.5605105256469304,0.6380566801619434,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999994130644,0.0005775589253915,0.0003528912467248,0.9999999998229032,0.999997843337909,0.0,0.0797169008879024,17.786537110287327,14.085552712717364,0.6124980702911047,0.6419354838709678,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992695652,0.0006058560135446,0.0003341490646886,0.9999999997757872,0.9999990159025232,4.0,0.1155445267929555,23.46663830338223,17.54472435484541,0.3929240946369127,0.4729417206290471,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993844492,0.0005862446660393,0.0003666140709394,0.9999999998096828,0.9999978830311184,3.0,0.3062990409566704,16.40217777703708,12.558524345397949,0.7144213092228825,0.6369299221357063,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994787524,0.000546637570069,0.0003530966717262,0.999999999837352,0.9999977168350308,4.0,0.0638218508608176,20.00851078964062,15.683076803419324,0.5109068947609711,0.5417571945873833,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994928508,0.0004919514410871,0.0003181519684965,0.9999999998438656,0.9999975612105664,2.0,0.4093817517812458,19.68046412693029,15.392794000725996,0.6638306230159292,0.6409774436090225,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994237746,0.0005506334823486,0.0003434181213374,0.9999999998203816,1.0,3.0,0.2093788678112685,20.7550673652422,17.574617181924673,0.5322747355746321,0.4967236559582741,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999991472186,0.000648640456544,0.0003639320705245,0.9999999997056048,0.9999988584181668,1.0,0.1590218908634469,23.06584529963124,17.360548340126318,0.440251981378411,0.5181246426529444,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999236098,0.0006451645004602,0.0003619750434828,0.9999999997331368,0.9999981353470756,0.0,-0.008360741003758,20.96329364086072,15.737437750774884,0.3382282627578256,0.3339920948616601,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993770003,0.0005861915650341,0.0003661576362504,0.9999999997950896,0.9999990359861548,4.0,0.0240556090920117,20.556798666226,15.834062901372496,0.3463537294448425,0.4143694110391612,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994819704,0.0005208994785352,0.0003176903539849,0.9999999998332982,0.9999958072362908,0.0,0.3783306736918997,18.337069015281653,14.472604423401847,0.6297445538777117,0.5694124423963134,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992958136,0.0005819758670988,0.0003451052019671,0.9999999997966288,0.9999999999999998,1.0,0.3400898094919066,20.24913536288675,15.00277406804702,0.6093733334200429,0.4654585015528736,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999325896,0.000548538686742,0.0003353230274507,0.999999999794306,0.9999964997045168,2.0,0.0410237836301509,24.57469988424825,17.09156168573553,0.4978093137993218,0.5695526695526697,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994693816,0.0005452037934423,0.000341460897315,0.9999999998423754,0.9999985622257896,3.0,-0.3806703739483854,22.64902200575831,17.86808441162109,0.2617914111089278,0.3310483870967742,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994311952,0.0005419343209904,0.0003148960887934,0.9999999998265404,0.9999961742818648,4.0,0.0145196788867216,23.644924909827267,18.02765090813072,0.4324397300884078,0.3443600233781415,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993766722,0.0005973031469247,0.0003480888135507,0.999999999814608,0.99999739111492,0.0,-0.1073422259301062,21.71809935214453,17.355923088073727,0.4012682709091507,0.4163378716310087,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993878266,0.0005514114041471,0.0003129150390625,0.9999999998016847,0.999999111071208,1.0,0.1441025364470487,23.603294210405487,18.102119580223444,0.4751976038625027,0.53034600113443,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993296586,0.0005957806532948,0.0003365603360263,0.9999999997875616,0.9999986955583108,2.0,0.1225202373893755,21.45282896253469,17.51583167139689,0.4585499679510635,0.5153098082800779,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999999307952,0.0005957169762685,0.0003423086802164,0.9999999997732882,0.999996985768305,3.0,-0.2363655747203923,26.190372867587687,19.502643286387126,0.3846772814848582,0.4219496309161963,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993300164,0.0005831961985546,0.000335157734074,0.9999999997747036,0.9999980719713804,4.0,0.0143339130576366,24.40974284351141,17.76058718805728,0.4418893933060365,0.3267961763798951,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999993016392,0.0006075263523979,0.0003616129169027,0.99999999979966,1.0,3.0,0.342261669741513,18.83325299814632,14.593074858618566,0.6087300078468686,0.4856489377597576,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994906694,0.0005313690266956,0.0003302099609373,0.9999999998376236,0.9999984639005096,1.0,-0.2936220133124974,25.086579495185955,20.55756615254416,0.2466571570513342,0.2592784739404581,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999992686212,0.0006174645054792,0.0003497683456521,0.9999999997598944,0.9999991623440126,0.0,0.1121547114915064,22.604250499495134,16.492078614846253,0.4123170590402189,0.438663967611336,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999994355492,0.0005315875226686,0.0003268097140264,0.9999999998372984,0.9999967892409604,2.0,0.229079207892086,21.772939526235128,17.392520313636926,0.5746772855700008,0.5156561085972851,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993863516,0.0005908272356949,0.0003630732218424,0.999999999804794,0.999998222141626,4.0,-0.1568917648799606,20.24391165217884,14.804567785717191,0.4787546800248486,0.5418523620452151,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999995133316,0.0005178077046428,0.0002978032751926,0.9999999998333432,1.0,3.0,-0.3370616548461225,22.560809812386907,19.136672206205475,0.4913702642445796,0.5361754160349843,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999399306,0.0005818411967033,0.0003515664559821,0.9999999998322052,0.9999963418136192,2.0,0.0534318182932267,20.82913618769361,15.934392812628497,0.5208473937980789,0.4836660617059892,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993852348,0.0005481768308137,0.0003357631476351,0.999999999806452,0.9999986024140504,1.0,0.1966918910255819,22.06488518736504,17.535717999897308,0.5521819851608759,0.5318260368663594,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999352454,0.0005688018236715,0.0003502527052354,0.9999999997955368,0.9999991943537084,0.0,0.2037724077540766,23.086020328069587,17.824457020115208,0.4721241827138506,0.5324798482693218,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994502508,0.0005508110510744,0.0003454016205064,0.9999999998624644,0.9999961742818648,3.0,-0.1121857197719469,23.31804629410154,17.64396617695437,0.4126655847991484,0.3814143775569842,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994490598,0.0005513777410262,0.0003397756227302,0.9999999998552996,0.9999989522009805,4.0,0.3593145985534293,17.496058300037593,14.543728225708008,0.6322453792263903,0.55937575030012,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993613068,0.000578818857973,0.0003387751892532,0.9999999998100548,1.0,0.0,0.2712426140284544,20.05364750837176,16.81941946549849,0.5764272657851323,0.52414365347007,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999993753176,0.0005807441767927,0.0003496269952681,0.9999999997904372,0.9999987345672569,1.0,0.3936625662627202,17.031215763450614,13.931998777389529,0.6918932552158736,0.706086956521739,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995285548,0.0005124093731534,0.0003328855478079,0.9999999998411035,0.999999224753016,2.0,-0.1728025962856103,22.13663546338197,17.11916494097028,0.2778744797524649,0.3683473389355743,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99999999939999,0.0005622285441562,0.000356765853034,0.9999999998231288,0.999996985768305,3.0,0.4356259166119898,17.167332297624053,13.263250099817911,0.6805527932473258,0.6542553191489363,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993920166,0.0005681359519711,0.0003361916542053,0.9999999998067028,0.9999978026461268,4.0,0.2914703033071558,19.557456644125327,15.705308163166046,0.5442172400426276,0.5454545454545454,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993029424,0.0006002733078351,0.0003339171736206,0.9999999997705162,0.9999990359861548,2.0,0.1530239010106094,22.037679553756924,16.317343174478285,0.4973951403217088,0.5201973481344434,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999994424268,0.000554805901878,0.0003355858309955,0.9999999998168512,0.9999990930523728,0.0,-0.1389104192206958,22.39026776444916,17.325833518449652,0.260206433768056,0.3742071881606765,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999992300014,0.0005867774509013,0.0003485964346623,0.9999999997512022,0.9999977168350308,1.0,0.2386752204976749,22.375102439069348,16.080149469728823,0.5642738178481217,0.6779111873451494,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994618411,0.0005323539689202,0.0003336422685262,0.99999999984139,0.9999988584181668,0.0,0.0574282496068423,22.49843471775128,16.583883312366627,0.5220918327238606,0.4679626453211358,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994145778,0.0005636656509553,0.0003335172320723,0.9999999998063592,0.9999976832518804,1.0,-0.0942432907968056,23.818470478135065,18.862085005059296,0.3136560981292534,0.3512447000545737,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994368888,0.000547173923384,0.0003385088085072,0.9999999998344574,0.9999979206845108,2.0,-0.0817698822077379,24.01684605690702,18.58176025970072,0.3216871925047272,0.3522395326192794,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993508736,0.0005820675104961,0.0003650545392715,0.9999999997990834,1.0,3.0,0.1939896752771234,21.162345820442788,17.491104651231034,0.5207574174331939,0.5165201058652779,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993990164,0.0005521960788014,0.0003119311236697,0.999999999823388,0.9999990930523728,4.0,0.6152329768879765,15.37463513868574,11.799996942919352,0.7991849669246661,0.6717003926306252,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999279439,0.0006205345939501,0.0003387376478501,0.999999999764992,0.9999989740301378,2.0,-0.0607861333616539,23.644556273767225,17.37988285453952,0.3201910165293917,0.3732653061224489,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995321436,0.0005218844209162,0.0003207290004677,0.9999999998520972,0.9999968565996477,3.0,0.046292712650128,19.20781774943894,14.985082705688471,0.5297944747941445,0.5942376950780313,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999995176442,0.0005155366861809,0.0003263741208792,0.999999999846368,0.9999979749275782,4.0,0.0325368488207231,22.09786708364098,17.060920627300554,0.4021769923553093,0.4245754245754245,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993579912,0.0005709261886781,0.000330669008452,0.999999999797928,0.9999990159025232,1.0,0.3536015511505492,19.29604437186995,15.220243832202666,0.6208538009203466,0.5704209065679926,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99999999937268,0.0005838168579482,0.0003581767295724,0.9999999998063837,0.9999987531008822,0.0,-0.1017836409752532,23.38102389077005,18.198676459213782,0.3615230507494856,0.2936110000307607,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999374142,0.0005980736103778,0.0003611814820921,0.9999999998020664,0.9999975356681235,0.0,0.1462865241160497,17.646975220746583,13.97535047832288,0.5215139304627388,0.5340846919794289,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994597204,0.0005481406662813,0.0003455905256599,0.9999999998333522,0.9999990159025232,2.0,-0.0515548612497811,21.983694512959364,17.867387221316076,0.3923377946288858,0.1646623496762257,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99999999929881,0.0006281607050687,0.0003533390590122,0.9999999997711772,0.9999981110530786,1.0,-0.5286176113146579,25.53358297047661,20.463090886433925,0.2517412243298679,0.2072463768115941,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994637648,0.0005557871466908,0.0003316715785436,0.9999999998292488,0.9999967199438892,3.0,0.0324886230646073,19.98636735848408,15.364532637962926,0.4674915370274617,0.4653803466234098,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994080716,0.0005794698744551,0.0003533780664429,0.9999999998217548,0.9999987247622476,4.0,0.3171986458654473,17.526372678253463,13.429790476136288,0.5919649069839754,0.5307422559906487,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.99999999938155,0.0005571621073965,0.0003611706776223,0.9999999998395538,1.0,3.0,0.1696186281789707,23.569266945571528,18.497243979317805,0.4149866319411951,0.2257703081232493,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992624504,0.000614492715795,0.0003606586067044,0.9999999997674764,0.9999981110530786,4.0,-0.096596095048645,25.524403645024083,19.736493074205185,0.3653421542502154,0.3604743083003952,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993580704,0.0005741600579659,0.0003397629108833,0.9999999998110508,0.9999967892409604,0.0,0.2268360196128197,20.0842772563645,15.387833637910726,0.6055256309983946,0.5738461538461538,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993300868,0.0005896860282234,0.0003660604256351,0.999999999784034,0.9999981110530786,2.0,0.2818359343103285,20.3337537696969,15.248690039740668,0.5944219214347332,0.5529644268774703,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993140084,0.0005715216265806,0.0003446725698617,0.999999999750632,0.9999986344198571,1.0,0.1808159292153383,22.30010295936947,16.944085706895393,0.5552743217894713,0.5280904535267307,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995187716,0.0005048328773823,0.000313612532942,0.999999999860048,0.9999990359861548,2.0,0.5699846650700886,15.26021221066415,12.733611239557684,0.7602113473406752,0.6669750231267345,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999993804588,0.000563554989107,0.0003341964603394,0.9999999998197842,1.0,1.0,0.4161726104909179,18.28762058255592,15.31826458522252,0.6606814169432168,0.5667550734263898,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999992201682,0.0006370306828835,0.0003639925443207,0.9999999997397944,0.9999989740301378,4.0,-0.0405995755969763,24.18153261324212,17.445821970725547,0.3325082439626987,0.2790816326530612,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999995320132,0.0005188699501636,0.000333363669259,0.9999999998463046,0.9999989066491584,0.0,0.1151577390816981,18.19775342737952,14.50792491032527,0.51297608232262,0.4676100831356938,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999999994716688,0.0005445478364669,0.0003245644404968,0.9999999998422068,0.9999990159025232,3.0,0.3474221865597809,17.016121520578576,13.122677276286677,0.6212483359130065,0.4879740980573543,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999992769398,0.0006161650855339,0.0003729590816771,0.9999999997759136,0.9999988584181668,0.0,0.387175593508087,18.37303995597908,15.17347819434272,0.6803676561067404,0.5910043834572136,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999992790882,0.0006284904192716,0.0003969649193992,0.9999999997682312,0.999997904400863,1.0,-0.1529826307552204,23.282425792313926,17.831391584777833,0.2909547156314038,0.384969987995198,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.99999999919158,0.0006516354115334,0.0003589117704932,0.9999999997405148,0.99999750620021,4.0,0.1914191650144241,20.97834146565216,17.108085761234676,0.5275966510341322,0.4731305177027899,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999999995428522,0.0005038242666475,0.0002977640875452,0.9999999998649238,1.0,3.0,0.2557613316962842,19.04096424484249,14.809422805183814,0.581112977918762,0.538673957621326,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999999372406,0.0005764746517887,0.000361785426284,0.9999999997997802,0.999997996418264,2.0,-0.2846292605647333,26.26079559055522,21.007674947668004,0.3733641775428802,0.3956043956043956,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999999298978,0.0006050542375304,0.0003441530698304,0.999999999769772,0.999999178556716,0.0,0.1631191847183818,19.470486293078825,14.728658868890063,0.4709806637487159,0.3436918700076595,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994266432,0.0005480164698207,0.0003288065922725,0.9999999998111574,0.999999178556716,4.0,0.1513070897203764,21.92756828869773,17.310345322458364,0.4889584316129747,0.3272786956997483,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994800988,0.0005343136259087,0.0003352108249417,0.999999999848275,1.0,1.0,0.2934846000668464,18.01958571381649,14.859678135922078,0.5700493102840893,0.4353868038078564,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999994230554,0.0005650597334494,0.0003339782318513,0.999999999796588,0.9999983571127572,2.0,0.2416510411597927,18.422586464098146,13.98296268463135,0.5393907005404217,0.525987525987526,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999999993763034,0.0005809613241512,0.0003667370684735,0.999999999795726,0.999999178556716,3.0,-0.1224580934155799,23.630381112793465,18.146395520662008,0.249161290615654,0.1887515045409782,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999375398,0.000582611437658,0.0003491978831104,0.9999999997923718,0.9999983571127572,0.0,-0.2444674619654108,24.61992080528989,17.642136276646667,0.2667051480508808,0.3380019695809169,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999999479861,0.0005350492262667,0.0003283602231505,0.9999999998407362,0.999999178556716,2.0,0.0534599198446311,20.410917142409083,17.25024563036467,0.4471920714658313,0.3299048035890141,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999994556282,0.0005489922162736,0.0003207754159903,0.9999999998258744,0.9999983571127572,1.0,0.0448835743830254,20.637205054113625,17.01679912165591,0.5446796786543547,0.550060181639129,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999992784926,0.000598347133204,0.0003662347174309,0.9999999997877482,0.9999983571127572,3.0,0.4754219373288586,18.86166356908641,13.63129415010151,0.7178529426853175,0.6567817485346302,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995158758,0.0005149889486585,0.0003170711963209,0.9999999998426023,0.9999983571127572,4.0,0.2890329069498845,18.287841706580608,14.600992172642757,0.5675428741162352,0.5480906007221797,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993560876,0.0005484504227056,0.0003413217717948,0.9999999997932386,0.9999983571127572,4.0,0.2211970676557022,24.18813495803088,18.771386200754264,0.5191879803388754,0.476966845387898,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999433442,0.0005385272792639,0.0003363552341208,0.9999999998475724,0.999999178556716,2.0,0.430049606340445,18.735451405105486,14.423315311231113,0.6635531199060305,0.5489659700186016,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993681292,0.0005842403160347,0.000351259801295,0.9999999997844062,0.999999178556716,1.0,0.2708552648378204,18.637672241346262,14.917877490394998,0.5641474167564449,0.4730276835539992,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999993679628,0.0005854378219829,0.0003546563681069,0.9999999997945148,0.9999983571127572,0.0,-0.106636497281199,23.35377335027096,17.42460320924458,0.3515615859038149,0.3080205711784659,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999999343109,0.0006080345947974,0.0003685904168463,0.9999999997999196,0.9999975356681235,3.0,-0.0703545395540692,20.88055072784451,17.34125616977089,0.4770012960850294,0.5163584637268848,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994223364,0.0005535114223825,0.0003498993910752,0.9999999998284416,0.999999178556716,2.0,0.3074228084709502,19.351655963638446,15.069581043845735,0.6222588956353715,0.4738195553407113,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999994836248,0.0005263859571224,0.0003385761805941,0.9999999998394374,0.9999983571127572,4.0,0.3682105283942689,17.845760795974584,15.149813870881731,0.6205565166646598,0.4244446876025823,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995274294,0.0005179471850429,0.0003347391896432,0.9999999998491004,0.9999983571127572,3.0,0.1211912622322958,17.287656762189044,13.247234250118856,0.6463250095239879,0.6351151730248241,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993647092,0.0005782279753927,0.0003394377076779,0.9999999997994132,1.0,1.0,0.1437950816457225,21.777255291429057,17.969411914223116,0.4531883497288815,0.3779613727821748,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999993803088,0.0005661606864909,0.0003206902045707,0.9999999998043024,0.9999983571127572,0.0,0.3158517469704471,20.160469296203445,14.18478190572638,0.5739273366009829,0.6126490863332967,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992324236,0.0005980995837096,0.0003582833030006,0.9999999997683297,0.9999983571127572,4.0,0.451353464790681,20.62709374074532,15.821547096653992,0.6826763111477487,0.6084910821752928,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999343448,0.0005575782902804,0.0003392256699598,0.9999999997969442,0.9999983571127572,1.0,0.0409808155195372,26.435689002137547,20.00035327710604,0.4188464830912013,0.2338330233067075,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999993997648,0.0005804204148268,0.0003529253872959,0.999999999806268,0.9999983571127572,2.0,0.0275417470211292,18.87982338393198,14.932165708039932,0.3599960942625985,0.4152533099901521,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999999413668,0.0005444359616503,0.0003282923512641,0.9999999998061256,0.9999983571127572,3.0,0.3787381169581065,19.888136213568675,14.910356381064966,0.6352487355465515,0.5106685633001422,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999992669126,0.0005814320734654,0.0003424988783799,0.9999999997688,0.9999983571127572,0.0,0.4086592006706303,21.976836338789017,17.477815449363305,0.6427442104063427,0.5288324762008972,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993493456,0.0005660671111174,0.0003524686144545,0.9999999998019204,0.9999983571127572,1.0,-0.1094811722540496,26.932332621728733,20.27381488599276,0.3312611910696265,0.4029981398402451,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999999344378,0.0005805053478569,0.000346509264661,0.9999999997893996,0.9999983571127572,0.0,0.1729531059800954,22.26973510516826,16.256191121151577,0.5616017837975571,0.5336470073312178,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994287274,0.0005526229618753,0.000348379952567,0.9999999998091712,0.9999983571127572,4.0,0.086400854127585,21.811579288129067,17.786237955595322,0.4300255122971753,0.4679943100995732,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999993516072,0.0005533448474531,0.0003394530655499,0.9999999997902688,0.9999975356681235,3.0,0.4454267947478302,20.75538045695116,15.11281229521099,0.6784656603421974,0.6579494474231316,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999999994576564,0.0005446917705346,0.0003336547257062,0.9999999998349318,0.9999983571127572,2.0,0.302611081757024,18.111005468334888,14.181079065423262,0.6106199051530309,0.489222015537805,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999994971978,0.0005368216592941,0.000345681921228,0.9999999998330112,0.9999983571127572,3.0,-0.2492735515551631,19.28386155737897,14.457980149921616,0.2643325652279512,0.2979538242696137,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993914204,0.0005635663040713,0.0003464503102488,0.9999999998147364,0.999999178556716,4.0,0.0163406268353365,23.79744072932363,18.039385205319054,0.4499705287196073,0.2769449611554874,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993301888,0.0005802634755364,0.0003388461818944,0.9999999997854888,0.9999975356681235,1.0,0.5048111169339151,17.988830745053836,14.119797784905684,0.7217192089167721,0.6828974723711565,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999993733196,0.0005915744796715,0.0003399425357969,0.9999999997967344,0.9999983571127572,0.0,0.0542957864293617,19.95628643658552,15.656207110756322,0.4448028426268581,0.4660247291826239,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999992930644,0.0006126695669693,0.0003578661633777,0.999999999778488,0.9999975356681235,2.0,0.2864710373436298,19.51609706822486,14.809036813033254,0.5770501779107686,0.4857205383521172,2.0
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nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9036027849650872,7.212070881147674,5.63856337423308,0.9672459180966582,0.9691477673428416,3.0,0.5112206794000091,15.333850294345568,12.564808965517283,0.7461569840838738,0.7448275862068964,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9190279920927796,6.301655745268611,5.005518125000003,0.9738434219304024,0.9706524502179668,4.0,0.2821958340108337,21.74714800124412,17.799755625000024,0.5335453662550528,0.5672103565472585,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.909965716628676,6.896786966300343,5.298202822085833,0.9705212660354324,0.9743579441190484,2.0,0.2988383846778786,18.63348619994247,15.80373344827592,0.5993122909915799,0.4788177339901476,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8959980509820885,7.001222217339853,5.382628943661914,0.9671466551088224,0.9674563932019884,1.0,0.4087524168344859,19.381758690656472,14.004593999999964,0.6802944883268096,0.5689795918367346,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9047097568811716,6.8795535268083,5.20336052631574,0.971057501248547,0.9710614668332486,0.0,0.4691368945242263,18.502285588743288,15.580813250000002,0.7029641722362748,0.5041275797373359,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.903622929800502,7.047185366797865,5.628565448275839,0.9657327316752156,0.9678583132373108,4.0,0.4085758055208592,18.13068498711204,13.389076808510591,0.6471410696558253,0.6389916743755782,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9244589092890398,6.479800228564332,5.14904992307691,0.9716360045391422,0.9663752971854824,3.0,0.091335309319211,20.90599202150374,17.17974790322579,0.4573649064072425,0.5321699277278336,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8903253539242344,7.430637856951133,5.8907502127659175,0.9721562326536872,0.9715366363469712,1.0,0.5287857374574345,16.972696303491613,13.776032745098014,0.7793482294608104,0.6229864253393665,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8924426906631103,7.209262929525503,5.686047348484813,0.9714655511492816,0.9681585160675256,2.0,0.496700497957549,17.38319803510336,12.787140999999972,0.7167594029856964,0.6849124756876912,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9160421059981874,6.945533639762393,5.466988662420353,0.9728134976881944,0.9733625239551223,0.0,-0.3516878283013003,17.563622603836638,14.585034285714324,0.5929144018774644,0.4571428571428572,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9241930218582816,6.212620760102075,4.923972468354426,0.9742866818789436,0.9702628244231843,0.0,0.1080046529197639,23.545578935802084,17.769878529411773,0.4544950515581444,0.3588999236058059,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9195461164652364,6.425176312321455,5.12274073825505,0.9725433360691612,0.9695691724738004,1.0,0.2077547574681623,21.577215821427625,16.578715116279024,0.5013278205176308,0.4797644216248867,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9189506757923472,6.388257985285704,5.017823061224498,0.97171872798115,0.9696153442940656,2.0,0.2449234055120323,21.59249998204589,17.048287333333352,0.5096558517635966,0.491699604743083,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9214155836963182,6.582655884441473,5.166207651515139,0.9744590777984432,0.9677267029289772,3.0,0.3580527965475395,17.75254703574172,14.764130833333354,0.6398184726691124,0.5958321756043347,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8983812517234828,7.59510706354502,6.180275413533805,0.9684786760600236,0.968640608442612,4.0,0.4520950697080417,15.744600604096096,12.357282542372864,0.6861190331801805,0.5581531268264174,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.918428408644924,6.711775450409862,5.366799124087613,0.9727505581628846,0.9666935022836592,4.0,0.2888575685737506,18.17372734993196,15.338005454545456,0.6052546326594854,0.6046897546897548,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9098631381242538,7.030295719603108,5.525062993197282,0.9684185028699396,0.9682213014659712,2.0,0.2418500198521834,18.317348243217864,15.25270000000002,0.5235754941527101,0.470223978919631,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.89707384088559,7.104174777140543,5.677276406250022,0.970092890809886,0.9664137841261836,3.0,0.351616942212955,19.706261029370044,14.457940312499996,0.5972964239490308,0.5720238095238095,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8998410790610678,7.363101742522836,5.866092000000009,0.9718673743985756,0.9638831455748884,1.0,0.3922319169215273,17.688709672700632,14.40730119402986,0.6721178890843136,0.6203208556149734,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9250834866099304,6.186085926601107,5.040827786259594,0.976130655876878,0.9722533987695978,0.0,0.2678155274795905,20.569020006609502,15.287044590163957,0.5231603640642448,0.5360655737704917,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9204631585458604,6.338222756058025,5.054636178343969,0.9740743148887452,0.969056755898863,2.0,0.1651844832699196,22.721892809556188,16.520466285714303,0.527111319478988,0.496358543417367,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.916886877685532,6.768060213801494,5.389595900621156,0.9717772811679696,0.9684400918186454,4.0,0.180616095168837,18.035981097269016,14.80824580645163,0.6022593168049143,0.6088709677419356,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9021018523103636,6.733676256028476,5.213516058394172,0.9719869431420004,0.9716627910646456,1.0,0.3755284194344469,19.935542646697584,15.709129454545447,0.6362167077445534,0.6077200577200578,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.923789550886466,6.47590970219309,5.214134100719453,0.9721976445012486,0.966003842888422,0.0,-0.0334420865174243,22.37973112257423,16.725261132075474,0.3469204572949567,0.4278025279559723,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9186550188220536,6.346401246126404,5.107539428571456,0.973812332667769,0.9728324331416328,3.0,0.2822721136096611,21.28995360773249,16.49385076923081,0.5316249243458986,0.4953149346926653,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.90784490810938,6.6112653356695725,5.304988142857169,0.972745148573005,0.968146264344368,3.0,0.387396480834443,19.85286745526818,14.150323076923078,0.7004965203102665,0.5925894305472551,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9238320383552924,6.361283208912492,5.032511126760585,0.9706538679579167,0.9687136871248924,4.0,0.0219597327492109,22.611244717809253,16.418922400000014,0.4878665988053816,0.3767106842737094,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9080471124013754,6.856968786158181,5.471620275862072,0.9684522215393728,0.9689546616233056,1.0,0.373158937276752,19.28236595891368,15.104087234042566,0.6143325538035602,0.586031452358927,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9078347596019052,6.9483056116041775,5.378257500000001,0.9722222804926453,0.9633774743731336,2.0,0.4019768296018763,17.899347370205362,14.176075555555562,0.6393721951569634,0.6040259823782882,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9140679919167342,6.769658917804615,5.396811944444476,0.9715299275236852,0.9682129332583992,0.0,0.3385119903863958,18.279028371607765,15.651436250000009,0.6579286786503509,0.6562092922275294,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.892982143194171,7.465537646197072,5.87888785714286,0.9673486165081842,0.9660055542192388,4.0,0.379995424332254,18.554459928073896,16.332040384615382,0.7407614423543444,0.5959317838756881,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9007322067877374,6.856355523757628,5.359755147058826,0.9712055638131888,0.968026258354594,0.0,0.4531594309981328,18.413218901759333,13.865598214285717,0.6872787027069838,0.648257006151743,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8947732739161094,7.533037487156061,5.849178260869565,0.9692341648199644,0.9699820885714506,3.0,0.5110242249807272,15.820005528157246,12.804849999999998,0.721095291331531,0.5931502412024697,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9002593578112316,7.188934625690394,5.518294039735101,0.9695851649982504,0.9640849844646646,2.0,0.553769370929845,15.773071376480894,12.64624634146341,0.7453536479549436,0.6398954703832754,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9195204633460916,6.470863813260022,5.046544354838708,0.9704294557969784,0.9544687071799846,1.0,0.3518370536318073,18.80614208863142,15.084816176470593,0.6028302385410048,0.5515517043936328,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9025777543360812,7.371905286482433,5.872602205882358,0.9688020918750232,0.9646283152388848,1.0,0.4763048408962568,15.702024896751835,12.685428571428574,0.7061864606903228,0.5736158578263841,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9080579564557264,7.033474756442587,5.429011515151515,0.9704861165268324,0.9683013015967296,4.0,0.559420559885673,14.773667477468646,11.626288888888894,0.7554826315875509,0.63003663003663,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9209573206703648,6.716808496374071,5.297215555555555,0.9720257214940417,0.9658068693614132,2.0,0.1579055074572014,19.277529165080427,15.253119298245617,0.523217821972713,0.5098522167487685,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9233734343230224,6.226361650365551,4.993205714285709,0.971826684998804,0.9676312598658902,3.0,0.1925924178931304,21.856005498331044,16.000738461538457,0.5463088497514861,0.5065312046444121,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.908629186034913,6.879799688149203,5.379847101449271,0.9717499657909628,0.9657216244812477,0.0,0.4265986649714044,17.930880732753263,14.46676666666667,0.6898732030452106,0.6834000381170192,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9016096836448028,7.265869253237838,5.575936764705881,0.966466592832119,0.9618110842021071,0.0,0.3781358396106613,17.586747875470248,13.611846428571427,0.6348947234376738,0.6347231715652768,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9076488122876148,7.040027412052738,5.496154601226993,0.9684114151002612,0.9624814256788072,3.0,0.2874781376930275,18.940258637776363,16.4971,0.5786389826702669,0.5935960591133004,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9097757932309604,6.6471985941668725,5.038841176470584,0.9700171611071512,0.963237547967432,1.0,0.4501315159676858,18.424334465785808,14.622732142857144,0.6789604210351732,0.6581681476418318,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9030973134578132,7.078302738118011,5.648138095238095,0.967913478211736,0.9650591383213292,2.0,0.3611441745727494,19.300362795122098,14.875544444444444,0.6255141007257717,0.6137022397891962,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9087442403955563,7.013877788871781,5.517955421686746,0.9699723309125344,0.9654340598765514,4.0,0.2601967939009039,18.25264862495725,15.571792307692307,0.6295127206585805,0.6211965811965812,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9105242359952006,7.021127119823146,5.548005034013553,0.967808029449484,0.963308150523054,4.0,0.3144865162263494,17.95939603426976,14.848438888888884,0.5630761376353397,0.5985507246376811,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9067481582949096,7.09758219526521,5.632084840764286,0.9673213172735512,0.9669597359820754,3.0,0.2447550492796515,18.388063833665047,15.355963142857153,0.6011656025024462,0.6016806722689076,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.919918540330024,6.784964808356696,5.27350881355933,0.972599867725458,0.9737727728420268,0.0,0.0333140689564986,20.95366553511784,17.431822297297355,0.4605318844689019,0.5486412439837096,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9206937921762014,6.422958700466137,5.105950616438346,0.972311121863658,0.9686877908356788,2.0,0.254493356663351,20.55129676761699,15.222199999999988,0.5481078158370228,0.5077397471477026,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9128111716090668,6.990311760739751,5.499327546012263,0.9733732046527668,0.9751331115624872,1.0,0.1568867856161279,16.40059740859966,13.624245517241375,0.6754304588473873,0.622167487684729,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8816934727129248,7.654098319994038,6.057349999999952,0.9712076757064598,0.9690435838292328,2.0,0.5391448484456208,16.616970983769214,13.339759491525406,0.7789400520670062,0.729865575686733,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9063821448182134,6.910763901790961,5.379321999999971,0.969630231488074,0.9694625613507818,3.0,0.4134489704283747,17.779325684097625,13.40358095238095,0.6781294226848473,0.7074791345920104,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8976253697355471,7.30978988712341,5.836996857142777,0.9726542604846916,0.9733222540508628,0.0,0.4330344534068703,17.748916193667316,15.127332884615402,0.7516660582297182,0.6267395201912405,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9112893850899276,6.979918469509409,5.391652352941142,0.9713331193785038,0.970528737057503,4.0,0.3326441175246193,17.37862310186735,14.802785897435925,0.5909643837330588,0.5010121457489878,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.907149487757094,6.982635822299672,5.500457034482763,0.9694380886086702,0.9686692732146018,1.0,0.3809422120168946,18.506273578863645,14.863749574468091,0.6224250343470591,0.6086956521739131,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9168466297977584,6.592586533183062,5.286314217687047,0.970266260236142,0.9643470039867232,0.0,0.1808309107456828,21.48846659861121,17.693535111111107,0.4954671829993806,0.512516469038208,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9141658935705486,6.643643461417058,5.288682826086928,0.9719810118741804,0.9672696138645154,1.0,0.4264535773237088,17.98353109199368,14.144964074074071,0.653805008556564,0.6663998475319229,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9186071599481448,6.529559670558866,5.238635855263188,0.971829397790019,0.9688531298511676,2.0,0.1842433096372226,21.394457497907364,16.446331999999977,0.45957079490631,0.4645403377110694,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9102860790802048,6.954090662694849,5.445961428571378,0.9696484938643776,0.967785445497953,3.0,0.332828271422525,18.37460945776211,14.83495026315786,0.5790803606154543,0.6583871320713426,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.925397360646139,6.412778681022662,5.129198478260821,0.9750982220288916,0.9683541197008756,4.0,0.2433333211772711,19.08605679969858,15.228816111111104,0.5257968646825455,0.5205641318848866,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9242298130899624,6.208129895616512,5.027331093750043,0.975440088195239,0.9710374031748716,0.0,0.3096912935391512,19.798142104149747,14.802392812500017,0.5765345233481715,0.5563186813186812,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9071727478872011,7.225337083669707,5.718352080536936,0.9685777930422504,0.9653518640960472,2.0,0.285723611764908,17.13102318108997,14.33215488372092,0.6011582251178278,0.5403405448031151,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.923395028603871,6.284628056933657,4.990312763157914,0.9743543203697432,0.9705138358186892,3.0,0.0554479603947209,22.561033891891128,17.374699,0.4643935240799842,0.4292682926829269,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9179122251642324,6.930945292660956,5.562780751879733,0.9745225487216008,0.9683064151110504,4.0,0.258047593373772,17.247345557182257,14.064012881355952,0.6084084515738339,0.6118644067796611,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9039004188432846,7.237125260965107,5.712734751773052,0.966258540662,0.96861484718456,1.0,0.3888177353895569,17.4018685732951,14.007993333333342,0.6459241965061556,0.5618099547511312,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9025606457353262,7.122945793217139,5.661362328767123,0.9698816329151408,0.9705840389942924,4.0,0.4817212540305966,17.094645669806773,13.463899999999995,0.7114351399253385,0.697563983965464,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.898111119014107,7.182811827010644,5.599787947019888,0.970779955233948,0.971240850470547,3.0,0.5439841851187877,16.93499536985486,14.037053170731724,0.7672533047327682,0.6203832752613242,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9275329406245074,6.493392481316006,5.175523478260906,0.9740241811114706,0.969085790828428,2.0,0.1109456551143912,19.982200470735457,16.153306753246767,0.4540427754070965,0.533782007466218,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9245482868124734,6.702069882319289,5.4072959440559725,0.9773856978705354,0.97243425588496,1.0,-0.4038250461965069,19.405818323261222,15.944421632653093,0.6446874235003202,0.678673469387755,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9081108954946518,6.840079465794596,5.344600754716981,0.9691544590019864,0.9691432614588602,0.0,0.4147347477249807,18.29583264119436,13.198427878787856,0.6724533531849327,0.7135695187165776,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9050231400922754,7.0000853701591454,5.670019275362329,0.968899143493211,0.9698724966529412,0.0,0.3890514427781236,18.66005348164464,14.614738518518536,0.6238901971688531,0.5718696397941679,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.913751808531602,6.876383692853768,5.336462013422832,0.9709463281993927,0.9700888808271358,4.0,-0.1846492603443974,20.50633592673774,18.638008837209323,0.5866318088505689,0.664401404936083,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9056919999133668,6.9027196651228,5.2516793710691925,0.9678936487821116,0.9658577871810108,2.0,0.3592426889727466,18.874142777773542,13.863077575757558,0.6530810362799998,0.696524064171123,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9093554249674834,6.569315398302325,5.227908818897652,0.9710258603797074,0.97030396147455,1.0,0.262763337607236,21.22245116804097,15.836245846153854,0.5403969907688161,0.6158653846153846,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.907675687963302,7.148044324722964,5.656537935483886,0.9709605910522908,0.9718627919364372,3.0,0.2674837185062546,17.353415527153572,14.475900540540549,0.648993970477751,0.5693794094525814,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9086010499359836,6.8708045491812415,5.284638297872345,0.9731927940857308,0.9699483817253528,2.0,0.4535384565273223,17.74842722316765,14.898858823529412,0.7057390023447019,0.5645376593675494,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.918803813717076,6.431260724520548,5.331052112676056,0.974032075069392,0.9674794447924958,4.0,0.1864132660540833,22.03662744305943,17.153337999999998,0.4514385634594921,0.4899997600394364,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8962799627425636,7.3542338210069556,5.907414184397164,0.9705623248919886,0.9707050815531486,3.0,0.3056653655520399,19.554401563957665,16.938915686274512,0.7055630336635716,0.5034050545418393,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.902143953622665,7.203199675889713,5.424479508196717,0.9684721398641748,0.9706149141202346,1.0,0.3684963508372287,18.10622035488278,13.904607142857143,0.640802890161923,0.6082232525588313,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8998613884360305,7.156939089283773,5.657757718120804,0.9675776123559332,0.9664111184811351,0.0,0.4526167342786922,17.91783290489322,13.936132558139535,0.679577929634311,0.6064633041377228,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8918222434564698,7.337322410616375,5.765456666666669,0.972719004717481,0.9670132769881876,0.0,0.4651078487850805,17.35741393713361,13.318802777777782,0.6824413902258689,0.6362467039681009,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9098283039233968,7.026734182863567,5.466716883116882,0.966914500582983,0.9662649256441662,1.0,0.3302333809612171,17.636069250432563,14.24585000000001,0.5954474453997342,0.587263376737061,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9008950552295748,7.353101059514176,5.37335782312925,0.963324279938301,0.9625941285867132,2.0,0.3355767576406853,17.890504589697855,14.694593333333332,0.5819229621945736,0.5089591567852437,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9251500048359242,6.580183790838539,5.110106428571428,0.9726428621898152,0.963172643472885,3.0,-0.129516344041825,20.724091222443363,17.654534615384616,0.4687894619446371,0.5210449927431059,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9076185816038368,6.990647875774597,5.4924189542483655,0.9657489187997828,0.964861095408075,4.0,0.2931411390410673,19.28915221795494,13.737941025641026,0.6194498389603277,0.5846153846153846,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9196336256497324,6.740856366629263,5.236144736842107,0.97135173197997,0.9651590834759676,2.0,0.0801787947736086,19.244305710209453,15.059755,0.4710119806363571,0.4834896810506567,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9026271413704297,7.023362026252184,5.396149068322979,0.965014890545096,0.9698707225321136,1.0,0.365953449174862,20.56180922563996,16.247748387096763,0.6157088989866984,0.7120967741935484,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9159755813990896,6.602705222809082,5.340551724137931,0.9697231992548072,0.9664648937818544,0.0,0.2509399933304023,20.63487029936709,16.360848936170218,0.5147877925491446,0.5455596669750231,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9227059966858862,6.511389875358002,5.049337209302326,0.9724114619022416,0.958543263131454,3.0,0.190386683364964,20.109325579706425,16.015214285714293,0.4974571416873672,0.4334677419354839,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8846044083683524,8.102117331020045,6.334006923076924,0.9625286959969536,0.9595692411065238,4.0,0.4986888574090385,15.119862210185648,12.303353225806454,0.7258933950747835,0.6702173201379971,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.905012733123556,6.9947528896775655,5.412626558441542,0.9694761467567714,0.9650031872051716,1.0,0.4269921793905338,18.507539934289586,15.425189210526336,0.6622696996090162,0.525987525987526,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.915360919156574,6.618513828215145,5.173678766233744,0.9743557176306036,0.9722368256776892,4.0,0.3216117932621262,19.77835873681488,16.18678526315788,0.5815583318081647,0.5649414596783018,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9137025807958268,6.6672706917537,5.19265792207791,0.972291927755534,0.9726294760512828,0.0,0.3737881443320352,19.396956555047936,15.540394473684197,0.6317571815365599,0.5785096837728416,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8983295681713535,6.954468698204183,5.472532532467502,0.9672509590327524,0.9668752315477372,2.0,0.438993440526367,19.860360614107137,15.244484473684242,0.684789270972656,0.6605755553123974,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9201597811112028,6.6380623682491215,5.208535649350634,0.9732787377100204,0.9704805777723698,3.0,-0.0699257515215983,21.59290884193933,15.654166842105305,0.3317626617889788,0.4299157457052193,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9141866707206688,7.151602998101174,5.663364935064888,0.9702195808129238,0.9720897642236016,0.0,0.0320120485663647,15.199501876695251,12.021831052631583,0.5379299285414744,0.5669110405952511,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9175200564577398,6.75483034832406,5.3091335714285615,0.973006515850886,0.9731363292480748,2.0,0.2300363681053371,18.52712322403112,15.914964473684185,0.5692355474316054,0.4307911150016413,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9061104228576388,6.652632872949075,5.293325974025955,0.972429684051472,0.9692902797624572,3.0,0.3961847914042599,21.63633271969413,17.33875000000003,0.6478726780155885,0.5907648539227487,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.906755079984569,7.287987438312137,5.674661818181791,0.9692775647216264,0.9682026866208622,4.0,0.4517266969670563,14.412738213707648,12.03624631578949,0.6952249575712873,0.6435058540321699,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9122719763369924,7.137811858958606,5.670234025973943,0.9734023501286104,0.9710482195623502,1.0,0.2711753696463478,14.892868836413786,12.20093289473687,0.614391522827097,0.5673797677694198,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9132352623225474,6.835019152888505,5.574807272727222,0.9703632256890328,0.9673598840806232,4.0,0.2538630609390145,19.257838418516656,14.741490789473657,0.5050769893751232,0.5752270489112594,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9228120541361728,6.447647598106441,5.135804480519463,0.9739576487271276,0.9743273803245872,3.0,0.0649642226411915,21.65004755984217,17.150216315789507,0.3486693383440064,0.3143669985775249,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9140044264871452,6.969023701787321,5.430931103896116,0.9729796994237684,0.9698012185344148,2.0,0.2755025832352274,16.737036520637158,13.910621052631598,0.5970137732948028,0.5765401028558923,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9119333622743117,7.032757765726317,5.5626781818181295,0.9708317484568316,0.968781830967786,0.0,0.2975221253067175,16.886328395607503,13.171124210526315,0.5773382388329703,0.3513513513513513,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.918997059540124,6.76086782446898,5.2968046753246325,0.9743133314460826,0.9753673296578644,1.0,0.2201197604910603,17.679056184894634,14.674565000000031,0.4804684391257682,0.3896487580698107,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9001096990676896,7.363831360330891,5.766697922077957,0.9672706953897215,0.969319055537514,2.0,0.4061353962396644,16.868114276009194,13.587309473684217,0.6743246859775214,0.6820221030747347,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.913860182405982,6.72583505068678,5.343572077922079,0.973269819761448,0.970369707131033,0.0,0.3681791997830407,18.782646955321063,15.120058947368433,0.6297728214340382,0.5769777875041032,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9174201037968126,6.486412868645519,5.026686493506512,0.970685281780386,0.9676071656241906,3.0,0.2548930454513649,21.35316859798638,16.82885842105264,0.5083033068814898,0.5384615384615384,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9043919784363792,7.0425072984981725,5.516406363636372,0.9683469713327328,0.9684294572971692,1.0,0.4421802533733296,18.11513484307934,14.451029473684196,0.69879147341127,0.6408797461429041,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9091452038590608,7.038308828458825,5.619584805194838,0.9709557112907192,0.9726261902740978,4.0,0.4224580915466986,16.30590878747721,13.275236315789485,0.6817906238010628,0.415690994638363,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9143838580450178,6.890585690179342,5.591769610389627,0.9737444418247484,0.9718376037497262,4.0,0.3369586087805193,17.13856454885512,13.396927894736834,0.6034917410732824,0.5726009410219937,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9060806723608568,7.108977376277197,5.691412987013004,0.9683695293541094,0.9674584574771422,3.0,0.4332140561560436,16.990557921358615,12.443927894736834,0.65833263227096,0.6038953933690775,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9020246543650808,7.027617214216039,5.492348441558456,0.9735850893134452,0.9730213271410718,0.0,0.5311989847048182,17.420398559834492,14.81396789473683,0.7663355125964109,0.7160912633139987,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.896676899393047,7.254828784973182,5.790734155844149,0.9693306960569432,0.9661342881839012,1.0,0.5218032194728048,17.29292296486566,13.841858947368406,0.7704347400243805,0.7277601488127805,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9101866021423392,7.0819191786140285,5.64343246753249,0.9729723153623804,0.9685198160955288,2.0,0.3000933844572632,16.878065681061333,13.56644368421052,0.6188999341849118,0.489222015537805,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9110211828907948,6.8328307017779,5.353091948051955,0.9716306505219804,0.9695392026089013,4.0,0.3328439082214363,19.396283066320777,15.882468421052648,0.587371921636239,0.610460663092242,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9139235190302764,7.039687035853685,5.483945064935087,0.969803154394098,0.96916049145704,3.0,0.03691642926902,17.701101595768144,14.97986842105264,0.5247388327249526,0.5093555093555093,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9115006261962108,6.504081657868858,4.831038311688316,0.9675256307526936,0.9666017178056168,1.0,0.1706588125800731,22.827739019350552,18.34071157894739,0.5194650946327469,0.4777589327061305,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9120284042869996,6.482533483032647,5.155160519480546,0.9717960064621618,0.9698579229958348,0.0,0.3581210768596472,21.78057734787581,17.91510000000002,0.6128101289570235,0.6156371404958064,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.91720236561416,6.8946464461913655,5.460105714285713,0.9709977768982514,0.9664193571718556,2.0,-0.00895091190713,18.917600716488984,14.187379999999996,0.5109798936945368,0.4375752270489112,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9045438462061224,7.203709813213397,5.513406493506494,0.9663066271558438,0.9689181907209584,1.0,0.4084890261755964,16.981526087417222,13.407181578947371,0.6442506220030677,0.5719444140496772,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.920470688153992,6.737752671381921,5.455422727272725,0.9720548308196996,0.9662205676521703,0.0,0.0475264593026097,18.80938961701673,13.060384210526315,0.4077923697051372,0.4929693064226106,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9034044357423416,7.039729839995981,5.4780974025974025,0.9666502725649682,0.9650951889663484,2.0,0.3777433707144988,19.500690467047026,15.70418947368421,0.6247443482317417,0.5428383849436481,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9258160870064908,6.237162863423575,4.957269480519482,0.970294026165023,0.9640568833759257,4.0,0.0498865514904556,23.094072218041266,18.15623157894736,0.3493219012610309,0.416128679286574,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9027427652832682,7.378969612852632,5.843872727272725,0.9647357647216755,0.9640371687128164,3.0,0.3181281370795242,15.825435068219162,12.876973684210524,0.6845014486077543,0.6095852937958202,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9032210013332514,7.355415732337597,5.812379870129868,0.9688149895960344,0.9703466579951544,0.0,0.486427413428274,14.218201719839696,11.388823684210529,0.7765532861899159,0.6848670532881058,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9154160247153688,6.941612063617013,5.559740909090911,0.9702663607111842,0.9706555213042476,4.0,0.1357400070051201,16.861475991731474,12.592865789473684,0.4435847640349629,0.4336360652150125,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9091316292471584,7.125904610325239,5.480445454545455,0.9656367861671188,0.966027556148051,3.0,0.1650856546085277,18.62006864616494,15.28133684210526,0.4996363996164911,0.4596783017835649,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9062390877783406,7.177182720404844,5.591798701298701,0.9692180090741624,0.9674486001374905,2.0,0.5108218731193548,15.030371479248624,11.984726315789471,0.7275593868206468,0.6415362731152205,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9081429823251134,7.108519211033782,5.471572727272728,0.9726928380488464,0.971360368138501,1.0,0.4137183056156497,16.41997091432772,13.183284210526317,0.6530475418695206,0.7034686508370719,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9033575465165578,7.239217239579023,5.666233766233763,0.963927457741862,0.9622685681504074,4.0,0.381069843833999,17.39954471224523,14.28868684210526,0.6201365935427732,0.5399934347302768,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9002959657413185,7.071988405867706,5.67229350649351,0.9631167018115628,0.9647526177426908,3.0,0.3500073248805077,20.67013015136117,16.354136842105255,0.6213454936844973,0.6185578290841449,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8957025850986184,7.264236385048126,5.579111038961037,0.9628628759256348,0.9601681660776178,2.0,0.3563080159118585,20.260251849586773,16.132744736842106,0.5971635024066088,0.4817813765182186,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9043722363867994,7.12355542921173,5.535157792207791,0.9699799482442664,0.9667052197869404,1.0,0.4329479023083779,16.626685691247264,13.868555263157903,0.6862124569070611,0.6995294890031732,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.917099001736597,6.912283663048093,5.485338961038964,0.9701892625525887,0.969631204370078,0.0,-0.1911858261951908,17.708861191118856,14.311852631578942,0.3285363993684085,0.2539665171244119,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.911000238811492,6.670205835136875,5.293696883116824,0.9702821945134804,0.963186943627978,2.0,0.3358667176974886,20.772523357202967,15.148765263157928,0.5840036747090729,0.4975380238538133,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.913581253875157,6.9702885375536265,5.582462337662297,0.9709791264006132,0.9705963772663362,4.0,0.2101165232290905,17.467883669294366,12.913819473684248,0.5605626107003023,0.5334281650071124,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.917252287877878,6.726830063770863,5.247157402597386,0.972944648214204,0.9722828265582776,3.0,0.3885599793989546,16.9779793138033,13.221645789473724,0.6255236647336533,0.5634095634095634,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.912883816666931,7.06006212586856,5.640241753246715,0.9723901911693392,0.968208462849024,0.0,0.126839694917488,16.528517317320873,13.689262894736842,0.7088001572233987,0.6971222234380129,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9107539726973856,7.028379553737027,5.524798766233741,0.9686236399480342,0.9680836033159984,1.0,0.3653325774002642,16.8537381955676,13.67060342105264,0.6305316620473195,0.494693073640442,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9198436184088714,6.614512426587088,5.183095844155838,0.9713139789050242,0.9679398242301442,0.0,0.0858337143679131,20.9182807884983,16.358021052631567,0.4454814744132972,0.4375752270489112,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9133211839545096,7.080366077741637,5.609181688311657,0.9716153503576423,0.972525974069959,1.0,0.2668741040145086,15.877440333230323,12.924367894736832,0.5571241638005623,0.4719334719334719,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.912681415810814,6.829955421304655,5.340204285714259,0.9701761542655408,0.9710991490668802,2.0,0.3975807911969329,17.77558501356897,14.757004999999998,0.6615776104512242,0.6647335594704015,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9149703780511772,7.110352814239781,5.62288870129869,0.9696968731805156,0.9695967037096366,3.0,-0.0670878935885987,17.298173509718687,13.362771842105245,0.3999984099414984,0.4421709158551264,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9214192764143176,6.547477292309272,5.174117337662303,0.9725568286524752,0.9632748684059236,4.0,0.0931030937643652,20.719910812525303,16.314612368421052,0.3822383609304802,0.512856986541197,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.919150589255816,6.5603914060145225,5.01678766233756,0.9722486548639292,0.9710465766751072,4.0,0.1799367594642502,20.67699399646916,16.035635263157918,0.4460485352188382,0.4329795382426961,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9141605462206278,6.973347893621292,5.356136233766234,0.970765953869013,0.9696287649844856,3.0,0.2774668924790979,16.461440862085475,14.23789947368423,0.5347744998512223,0.5461210198052303,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9104734539657492,6.797352854019921,5.232491818181755,0.9697524007846504,0.9727699653929084,2.0,0.4067268688442746,18.79137571833352,14.965251052631611,0.6380314366986795,0.398861958248705,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9128425238933836,6.88388662051812,5.369043831168787,0.9709785981785888,0.97242575786582,0.0,0.3216599409104594,18.172186669189752,14.78587763157897,0.614850669918276,0.5270817376080533,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9188427709602136,6.527396968417499,5.067539610389559,0.973303647983538,0.9756417322934958,1.0,0.274457552060305,20.196846192081534,16.499050000000057,0.5786055129210028,0.4898785425101214,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.91003931733536,6.876604605338976,5.476301428571455,0.9725348862195478,0.9712946054916802,3.0,0.4530553013357291,17.283048743954144,13.439832631578945,0.674181011629854,0.690775796038954,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9043318619517038,6.515379014525942,5.098174025974046,0.97451937729671,0.9722499687864288,2.0,0.4503518469706422,21.57974350725893,17.17957210526315,0.7135198894481534,0.7144107670423461,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9011664290325055,7.417915065000482,5.914986363636363,0.9700083473435304,0.9706982364427392,0.0,0.5398212164664888,14.13916393127112,10.779990000000003,0.7433863851091596,0.6642958748221905,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9069390042080894,7.259303842366007,5.618143766233793,0.967532915518778,0.9640010251637828,4.0,0.2907362133851936,16.75431752776956,14.541870526315794,0.5454533886086501,0.5143888828099354,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9113148921631092,7.1818046595922205,5.614564935064958,0.9690686129302876,0.966175360432451,1.0,0.1877349209402437,16.157702229572642,12.843431578947364,0.5258041415427314,0.4340737498632235,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9128364610725708,6.751930148084568,5.35817532467534,0.9699387820885708,0.9725136298286342,2.0,0.3195151914076737,19.67151141130617,15.439002631578983,0.5676395190570529,0.6067403435824489,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9253247541785132,6.230379783247693,4.775840000000006,0.9751997996480434,0.975019078028437,0.0,0.163522846424281,21.82685054214573,18.461524736842104,0.4822695514343075,0.4356056461319619,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9108564911690032,7.165575460839824,5.697566363636373,0.9688891025194836,0.9683587611653508,3.0,0.2520784490371954,16.326441074707457,13.292415789473694,0.5199722357731277,0.5253309990152095,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9102236239071833,6.494288068498504,5.0369274025974295,0.9681493847051283,0.9634112281590964,4.0,0.2289336484982214,23.836337393545765,18.616513684210545,0.504436536918929,0.2953438752574087,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9203797644031788,6.496846230490956,5.210141558441579,0.9706873715299028,0.9665162875988098,1.0,-0.0006456272885231,23.022940183170647,17.63765894736845,0.3008387228869524,0.4434839697997592,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9060608843414526,7.133853002870472,5.563785844155865,0.9682092499550792,0.9719599759181848,4.0,0.4183306458055866,16.968466377438574,14.262816315789474,0.648644444591006,0.6089287668235036,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9084019660911516,7.286050217217738,5.808574285714314,0.9701460599686844,0.9678462323259402,3.0,0.4135568646776228,14.142902118231396,12.169066315789491,0.6797643270792322,0.563190721085458,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9038801330036652,6.710318005342118,5.252394155844174,0.9747959801078676,0.9717439590999568,2.0,0.4030356407993753,21.723069405098467,18.589701578947352,0.7128857816330727,0.7588357588357588,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9110675635847172,6.997512735171599,5.595002337662355,0.966968542744101,0.9597188029604448,1.0,0.0990949066138755,20.176514652872005,14.74597473684212,0.4449912268838462,0.4531130320604004,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9171866285839942,6.761989838508625,5.190387532467548,0.9719512032491558,0.9726475478257997,0.0,0.1893406931877564,19.061251810870964,14.877941052631588,0.5165333889681389,0.4515811357916621,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8998316676242782,7.470358815014503,5.870644155844157,0.965144639412546,0.9638416649703158,3.0,0.3798589357592113,16.14367292140044,13.260873684210528,0.6556779419200799,0.6036765510449722,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9215690444583704,6.4606881377487015,5.119144155844154,0.9701807539748176,0.9631410032622776,2.0,0.0684140730088658,21.7481977518344,16.469692105263164,0.4626896630802842,0.4664624138308348,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9047159909220788,6.871434527093296,5.456057142857146,0.9683412781397788,0.9678486702472796,1.0,0.3336366653525351,20.9892242088022,16.750373684210523,0.5787016463254455,0.4964438122332859,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9135108833571582,6.51041370125536,5.323913636363638,0.971835000492541,0.9689329767182904,0.0,0.4111811241803937,20.33648654194695,15.481649999999997,0.6492806341576473,0.658605974395448,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9094907424477348,6.9223995668447085,5.292857792207789,0.9679488404011518,0.9641620282458416,4.0,0.2923465296276863,19.63549235560711,16.694507894736837,0.5418546420781155,0.2819783346099135,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9030800928244076,6.970802141767855,5.393450000000003,0.9635678796734888,0.9596975116011612,1.0,0.2869468578233514,21.671830796529875,16.97495526315789,0.5760802583344465,0.5785096837728416,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9089510444744952,6.98679464548993,5.663962987012989,0.9704763023684172,0.9685904086471708,0.0,0.4817387145788876,16.30577052478984,13.517271052631578,0.7123121421248514,0.6130867709815079,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.910541650225187,6.992199086899923,5.439685064935064,0.968132029362226,0.969638622307943,4.0,0.3264546731657106,16.7809291478687,14.353357894736837,0.6125003789718576,0.4995076047707626,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9180113394520516,6.566222977748047,5.068763636363635,0.9669896916145028,0.9645333210677336,2.0,0.0165895737739363,22.245709122695523,17.151899999999998,0.3754536035078928,0.3261844840792209,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.908879826726418,7.039489771915009,5.45748636363636,0.968743098740152,0.967820741141208,3.0,0.3188006305471391,18.118731296942112,14.79405,0.5709538391935376,0.545026808184703,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9162953156626806,6.8214614496093455,5.364321428571428,0.9706051100186902,0.9701750004941758,0.0,0.1922594772508072,18.767902341778267,15.509978947368417,0.5066204439768269,0.4366998577524893,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9161127431062656,6.892472039328276,5.584025324675325,0.9708960804903392,0.9666756477922764,1.0,0.1412920791560193,17.431799825877818,12.466973684210528,0.4596281950944462,0.5607834555202976,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.911657922545571,6.851281966864343,5.346292207792206,0.9673755405620654,0.961622122481928,2.0,0.1799749935566181,20.671485036715623,16.216589473684213,0.4521725817834548,0.420724368092789,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9037080496291028,7.075934185734359,5.730629220779225,0.9671771022796396,0.9664177142832634,3.0,0.483541791249238,17.359041538966913,12.895621052631576,0.705406268451307,0.6813655761024182,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9136141803161972,6.879704640740849,5.43750064935065,0.9674782768771288,0.9689288950190106,4.0,-0.0013671553954466,21.56380204269597,18.308623684210524,0.4239977838636692,0.4202866834445782,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6819258130449184,12.587742773242006,9.853658419839988,0.8262691038416119,0.7887605151063627,2.0,0.2872801902832954,20.20199424280486,16.36287316581229,0.5706910476917011,0.5796992481203007,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7002572703714898,12.525235735504433,10.193946861218512,0.8371954488578783,0.7916892605429001,1.0,0.1343926448393341,21.78134668483521,17.055729832127163,0.4853911647022147,0.4867162187916904,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7035840038233223,13.018215974517275,10.21705865875928,0.839735974450536,0.8336865294327216,0.0,-0.3824201642807092,23.29280031240086,18.021831216385834,0.5044860746153164,0.5060979298304891,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7243246857370176,11.8019637584166,9.532435076938768,0.851573355961255,0.8325185254985711,3.0,-0.0718631807949132,25.238915470151728,20.116463987063387,0.4804904513491074,0.4469583048530418,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.632947042854851,13.685326715358594,10.835485996868742,0.7963153299295869,0.7932096200197961,4.0,0.2378570497897065,21.439818299687552,17.50489340848521,0.6142027167219841,0.5627140974967062,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6643126805994009,13.37067512960856,10.845127737226276,0.8155085393256398,0.7767670665626942,1.0,0.2641576521251324,19.5413631061258,15.530454545454544,0.5789518845301809,0.6063208039450627,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6908112826905175,12.965544035745555,10.17,0.8313838357415275,0.8343427493425154,3.0,-0.0662620327371226,22.534895450850648,17.67298076923077,0.4652469911668645,0.4243601520004039,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5650301999075091,15.706163864334709,13.03246666666667,0.7717004333888637,0.7499375530021759,2.0,-0.5332711861726265,25.029959810100337,20.09309523809524,0.4370973388608175,0.420143659525895,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6379682237413244,14.130393230803694,11.06585714285714,0.8035167791540769,0.7597815206380232,0.0,-0.4107670495607034,26.034691722333168,19.978076923076927,0.4874281242269236,0.5110290706185951,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6679476367020203,13.052925886311789,10.39374193548387,0.8176481782764006,0.8034428648669943,4.0,0.00334507471635,24.68690034509494,19.70108108108108,0.5911829541816778,0.5510373482707461,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6302668590344858,14.21812917772536,11.311368639753526,0.7943370903352849,0.7887768605036086,2.0,0.0413448614057918,19.788571032364263,15.354016635980129,0.549787734518531,0.4792780748663102,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6486475535851608,13.466801625855132,10.588491976474964,0.8061600655456878,0.8074275439873281,3.0,0.0575086422470512,23.106195277430714,18.66495555175691,0.5962280574124278,0.4692866355643519,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6775116158919051,12.918144968065358,10.111044086568477,0.8237551626883086,0.7951039272712651,4.0,0.0250708623755854,23.796570348176207,19.784116057082908,0.4905954633264651,0.56674720628209,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7515234146232218,11.27179699388102,8.820428635382838,0.8673395478767176,0.8389473425101581,0.0,-0.2628480105063984,26.662792975407672,21.462062006318764,0.3697895291505462,0.3848868778280542,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6512358132755927,13.025272534943506,10.171735536507958,0.8075729756564206,0.7894448511745816,1.0,0.188766003581161,23.06109494329338,18.219718918589955,0.5170660221409407,0.5026315789473684,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6376151246318416,14.072568148455325,11.037911392405062,0.7985081358174434,0.7770062538325309,0.0,0.125336301133919,19.32801283760076,15.044724264705884,0.6099932108119274,0.5963330786860198,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6511783291013176,13.759189977739876,11.099591836734692,0.8069758185586708,0.8021831788161901,1.0,-0.4618269632122751,27.011890550480008,22.02355555555556,0.5375033002487621,0.3152381586655262,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6872069392670186,13.020225842354485,10.0493661971831,0.8291462927415602,0.7648684224862237,2.0,-0.1739333730800278,24.340176211358862,19.9478,0.6596580590173731,0.7175682491443844,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6219211143795415,14.233283291171904,11.416233766233766,0.7888092167735565,0.7872404408871957,3.0,0.2699738752320095,19.4553638254068,16.426052631578944,0.6649131486974258,0.5886730585473978,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6996568751822496,12.691710833476986,9.932835820895525,0.8366096477799916,0.8554584338732611,4.0,-0.190592393000939,24.873150026512107,19.08672413793104,0.4689016440544608,0.3648977095990318,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6737048185707317,13.397826012657168,10.592661943792097,0.8212012756775384,0.8001465457852542,0.0,0.0507681084580754,20.922956481891045,16.917993887884414,0.4500085341715578,0.403435824488456,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6576327167564997,13.276415778189172,10.940147468586824,0.8113754672135786,0.7904584237973611,1.0,0.2562768000289592,21.01652797286521,16.70349479213765,0.5818826577382935,0.5715067294014662,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6538589770140497,13.831642655075411,11.186783143543993,0.8090028161151872,0.7951350783011433,4.0,0.1497879463778624,19.213369710304423,16.66757199738325,0.5532638227762271,0.476091476091476,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.678849421397695,13.481046673493376,10.552816566782544,0.8244597945811591,0.8071281650259625,3.0,-0.2829944071947812,22.23227043073918,18.76089913805949,0.4822893886989212,0.4415143888828099,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7154391165601226,12.706208224268297,10.275558923280986,0.8463976713414954,0.8287051830630978,2.0,-0.5130834402837674,24.157186625146096,19.96132863094676,0.3885035099614585,0.3787066418645366,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6385365758547233,14.2803145541768,11.041233766233766,0.806679041300443,0.7885835893077018,4.0,-0.3535318146926034,23.32203255789638,18.20078947368421,0.3774588159540759,0.303163827440488,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6219556676226916,14.3383931973049,11.355324675324676,0.7944076584320742,0.7728738392137288,3.0,0.0175187242007038,20.78533440471405,16.887894736842107,0.4816372248781529,0.5205494640229827,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6632448847691808,13.597118272806018,10.587987012987014,0.8145105059612071,0.8014573806731593,2.0,-0.1432390274115524,22.36791669710036,18.492894736842103,0.3695090713173874,0.3304871690667774,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6242289798352564,14.331251610633062,11.236103896103897,0.8089860352049667,0.7930261902673472,0.0,-0.2061735928886614,23.949868585509147,20.926315789473684,0.325434397436235,0.2685435940892728,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6008908191402418,14.840571277553837,12.11064935064935,0.7992064796353142,0.7721012097396563,1.0,-0.0658716514497594,21.37577157733296,17.99736842105263,0.5986851945909639,0.4514293705021166,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6549314138557598,13.625300526589466,11.07580606179742,0.8097540341205287,0.809592497914624,0.0,0.0907848292156702,20.55215526418711,17.016379367485552,0.604236928450745,0.5415253309990152,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6601482900040483,13.60486239813484,11.038399631658248,0.8128691000020544,0.802374629221156,1.0,0.1109720403293953,20.5614673079345,16.97627571910449,0.5760348251915807,0.614761723303491,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6567736096047833,13.305497544479728,10.771906862854252,0.8109198566269783,0.8031983755128437,3.0,0.1806967222367355,22.035986833892743,16.759530977830376,0.5681957575063038,0.610898347740453,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7018781810834724,12.517771553551816,10.368033639645551,0.8381249438818815,0.7962998863131839,2.0,-0.1261928609467872,25.127473855729185,19.454508449011392,0.3772989578779953,0.4358244884560673,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.6728497559272412,13.119296858325528,10.756096580448547,0.8206102722407043,0.8089839645993386,4.0,0.1105504353770392,22.211583944567504,17.024555487057967,0.4983067279861113,0.4964438122332859,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6515975412032995,13.5264609120492,11.04487012987013,0.8072364336565382,0.7811416676429079,0.0,0.1951002989543518,20.91754709127696,17.40394736842105,0.5265043363138321,0.5250082083834956,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6922439637903477,13.32110787191009,10.67551948051948,0.8320909987522049,0.8210091457659062,1.0,-0.2751496389811443,20.74377738021694,17.347368421052632,0.2897391187846658,0.2845261562232758,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2377242425708936,20.35226050816488,16.55207792207792,0.6655149339085484,0.6636840430999686,2.0,-0.4162042475042988,24.60792908158284,19.594736842105263,0.491988540462673,0.4774257107789466,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4522669982528648,17.139120923514255,13.74150974025974,0.7226172063427768,0.7015522216037477,3.0,-0.7077910204299085,28.88555773606741,21.12651315789474,0.2919943570929961,0.3043002516686727,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.6031286681016792,14.158387950280543,11.558441558441558,0.7810364241954239,0.7544148712514916,4.0,0.1884269354792538,22.126715574284024,17.78842105263158,0.5398675129467349,0.5290647942922155,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.994134027258279,31.72060228800753,23.54385567583357,0.0805257934153294,0.0561232015628446,0.0,-0.9931917229389752,34.71382442858204,25.57777273618258,-0.0701237738768388,0.0362087253428651,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9475375722081671,31.127144103470165,22.991559643093627,0.0402628945075754,0.0694375892827244,4.0,-1.265777971467786,36.86299630821228,27.942710250278694,0.1015261172950943,0.0889711461677234,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.0621837430036285,33.530206817547885,24.954163284790823,-0.15315981367722,-0.1251483287841658,2.0,-0.7387054013790659,27.97573572740504,20.3846542930603,0.1459979413435805,0.1246191350162979,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.0701220495975758,34.58183123016483,25.925188179602987,0.0620990585442485,0.0761022359649642,1.0,-0.8888125555815358,28.045753737649743,20.439181021413493,-0.0116116615802632,-0.0229494578033911,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9388451447641696,30.83522714198571,22.72029794400626,0.1277688463981393,0.112116374542803,3.0,-1.3070267271288434,37.380624178004325,28.55804287303578,0.0515389956256031,0.0953494101898725,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.7890294341853856,28.42630442979847,20.582411864551144,-0.0444607556495727,-0.0584322464164664,2.0,-1.585119425744221,39.82822626229527,31.31201655552305,0.1803276940035529,0.1546650288600734,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.9808492724135612,31.00318510893802,23.371896131577035,-0.0071599538959293,-0.0101331367547801,0.0,-0.8423829690509692,33.746707234764244,23.81377498626709,-0.1923893906549562,-0.1831529191743116,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.880413220468832,31.3274118634016,22.826345736185708,0.1131116799430015,0.1283242890438845,1.0,-1.2298113563386672,34.98577677642187,26.748154160181684,0.1099280873424664,0.0378578118382506,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.637848982789414,30.014775226511283,21.50736133104489,0.1007080287325764,0.1365420462772269,4.0,-0.7098781476116611,27.334343645651312,19.945681536356613,0.0250083215289461,-0.041838213079934,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.9353253913092432,32.81373481736382,24.17343579286223,-0.10069876772519,-0.1128377588681892,3.0,-0.7507279846149559,26.5081129258682,19.319032091413224,0.2111056092103785,0.1844558681116937,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.049109404179879,39.90472554614957,32.71300128336973,-0.0426614639170084,-0.0135061491395524,3.0,-2.556463696968593,44.63978957849875,37.84711565653483,0.3062255199874468,0.2659081054690509,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.032382847598752,40.91521144706099,33.49619859548716,-0.2246829791513578,-0.2210778491216964,0.0,-2.269235764909445,40.0896266179252,33.40017157523863,-0.0224238889777249,0.0359367897603384,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.223808205144144,42.17104843001584,35.02502541464729,-0.1021464821816548,-0.0949629182478984,1.0,-1.8862216776857097,35.546706632171365,28.73630337108265,0.1126453933518567,0.1113682050787111,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.174348515115343,41.31061613084192,34.18998933146981,0.1588718574824774,0.1672712612390879,4.0,-2.1403541695724906,40.39956448973384,33.352639790262494,0.2200617744500136,0.2505992047645219,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-1.7837775300442136,37.94378245838848,30.392822595761142,0.0309640793883376,0.0133900522365271,2.0,-2.2432578689527563,43.60232224278256,36.26256184895833,0.0369796062403568,0.0289377396362313,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.2360527293471844,40.72967454381778,33.856678407518125,0.0948032603714965,0.0854485636578067,4.0,-1.7379701383966308,39.90743317028432,31.79518251814933,0.3054024769020549,0.3770237340719619,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.081703997138104,41.03161209147821,33.72350286034977,0.0506662783385747,0.0395230280861915,3.0,-2.2250133347619028,40.114300450813055,33.31958817073277,-0.1116804785993857,-0.1623737370658516,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.022847257200916,41.54540858422908,33.98577226152091,0.166399660150424,0.1258769750351234,0.0,-2.435413519721441,37.509559597647566,31.581934028787817,-0.0234695864966043,0.0849956636286344,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.047757357484101,39.39676060491399,32.29308289057772,-0.0493244708633311,-0.0251213419603373,1.0,-2.40392366734635,44.42706631040493,37.335182264709466,0.2453229626715141,0.2064014220064321,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.298236622826316,40.096188545429925,33.470294882180035,-0.0068336160200548,-0.017872514373937,2.0,-1.771351459312179,42.36654305391109,33.87113718386049,0.0547653994250184,0.0311106033331973,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.0380026485588465,33.62798652689193,24.97964584743276,0.0988963205602292,0.0845380986108749,0.0,-0.8148356947085245,29.00408251210339,21.18905060768128,-0.1270889198375994,-0.112910291284682,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.922018943010964,32.200453561213465,23.421193330891924,-0.0501885556386289,-0.036261349607535,4.0,-1.4348234850074202,34.65792777292881,27.433515572320847,-0.3852167495619657,-0.2265893176832047,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.6020244581784047,28.30617982434262,20.06844211438807,0.2407885940401991,0.2228132391389548,2.0,-1.6668979172328382,38.93129053835214,31.27112806592669,-0.1110069943083751,-0.2684301429103486,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9329703501162988,31.040571852588204,22.71409997859472,0.0338558536878519,0.0724096303530008,1.0,-1.2066888949969576,36.59738229852454,28.0985793624878,0.1078937935879326,0.0677504448970969,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.0644622011846985,32.40756592136417,24.26621018824084,0.2083970567975316,0.2251388298481225,3.0,-0.7986373310348567,32.980332800962515,23.52387224724952,0.1858485636950793,0.1103230845687998,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.8663929302627023,31.049774111766943,22.69267636258837,0.0269231145552021,0.0369210328459277,4.0,-1.1579888047878963,34.87689348972446,26.23909999847412,-0.2122830198802359,-0.2320879756805901,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.931099730141453,33.15328523693595,24.26407806191668,-0.0337237290083084,-0.0609640505556414,3.0,-0.8736018280788695,27.007719465375104,20.4452776088271,0.1563805729351832,0.0552657899567715,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.9164206595995774,33.10075193533316,24.34629038414588,-0.0683903049791364,-0.1139012834209522,2.0,-0.940861152594228,29.43817135781947,21.697779415499777,-0.1534847553538047,-0.096805889618071,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.916926178671551,31.693227303998217,23.20586718800863,0.100656914589595,0.0976071484905815,1.0,-0.974344827902612,33.29179279198758,24.89771225520543,-0.3123624755334554,-0.2087607988429499,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.9239758380774414,30.97972486793875,22.832885846622656,0.1354046353042069,0.110704962347069,0.0,-1.2975479895701951,36.20052236211577,27.49749775041853,0.0753168023765596,-0.0186739246652989,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.409291459655553,42.58483652890955,35.798727832989094,0.0169778515794311,-0.036875480676519,1.0,-1.5598025591838507,35.23497725432422,27.504615205244587,-0.0050511505761357,0.0294935270271884,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.2139206237165427,40.78408564338968,33.849653544673224,0.1751549629022776,0.1507354862201589,4.0,-1.944553141716281,40.888645960022686,33.22790364449484,0.0205039823708203,0.0226436016177734,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.234988229945918,42.33246465423221,35.18640077219381,0.1430876284393843,0.1168671481566725,2.0,-1.896040072536231,33.95033602285947,27.47043632908872,0.0357547783364049,0.1149212052687544,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.0742034052024274,40.05133586524519,32.898522761576885,0.1746984274768286,0.1643446355110363,0.0,-2.265422741993672,42.86253284565746,35.70119791724465,0.2992807960234053,0.3209071707193273,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.2631277113527988,42.78402454417063,35.63026974995931,-0.1709566297516822,-0.1549380874417068,3.0,-1.8551095067644376,33.958806757398314,27.373214923634244,-0.0301019658352918,-0.1184533915700857,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.2000884189145453,39.52561202835466,32.77311836300039,0.0737588217584814,0.0661421782101393,0.0,-2.085828594425781,43.91025813756375,36.10101357540842,-0.0035458653339902,0.0214379659509726,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.054498988317475,40.8780870465376,33.5253698143959,0.0208208620838272,-0.02084986038942,1.0,-2.2353670640979844,38.49200794871509,31.99508412599564,0.0228944792334303,-0.0168637155872775,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.389029563524829,42.96906526400938,36.07689154439159,0.1237839017250028,0.1260036974699596,2.0,-1.5694405968762042,30.576975555673464,23.897226596631505,-0.1126787138960059,-0.23761565048219,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.217567189959156,41.98627519516741,34.85634770331445,-0.0454169905073665,-0.0605950826689391,3.0,-1.832694020423233,35.115369686028686,28.245052819502988,-0.0013906683345412,-0.0200284562092627,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.150677846280149,39.72633052091192,32.821943165705754,0.0382283080548439,0.038941450944437,4.0,-2.0131321176579293,43.2280067401915,35.33397792894013,0.0586056273869568,-0.0964639250158723,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9649099022091432,31.26752294606731,23.0485809331126,0.2056945162728261,0.2112349759611799,1.0,-0.9415564471325816,35.97039537250488,26.73766910954525,0.0899843906646242,0.0823660173186042,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-1.075322671713232,30.78127709025417,23.05115641110904,-0.0287984557144451,-0.0101364988148866,3.0,-0.7514967790151936,38.21673360458534,27.42344043932463,-0.1380358069509737,-0.1250702960047716,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9245726729053104,31.24991762849524,23.04716622142049,0.1572024154586631,0.1305631941760978,4.0,-1.193953049216213,36.623161506912254,27.41632790214137,-0.0220793037954904,-0.0256315033138127,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9409131231289078,33.81260757009421,24.76180596041989,-0.0737107170596836,-0.0264838491952168,2.0,-1.1835852072634023,24.76792930289745,19.65254987415514,-0.1466690800778638,-0.1418587418026112,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9899851013387024,33.14467992907754,24.39572965547636,0.0389503970717297,0.0564200615078101,0.0,-0.8677922829177662,28.730261956679907,21.612698996694466,0.1538321155708454,0.1397596697626011,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.9173471343823828,33.36746956589602,24.52176587736452,-0.0014729422108313,0.0295541979560824,3.0,-1.103294224573632,26.07623904116622,19.775848131681744,-0.0052278175919103,0.0405035616279256,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.8518383328798402,31.461448688880864,22.72703605850021,-0.0005831373475361,0.0416724198214417,4.0,-1.3010910150160728,34.225379125611965,26.90456993705348,0.1236868224542562,0.1921077257731724,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.8639573218427576,31.54779477676473,22.864345615436505,0.0347196822386976,0.0597042974709958,0.0,-1.1962865481169058,33.71402447646267,26.15140584845292,0.0815497957040752,-0.0102940405963563,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.9737045776785882,30.551332883500823,22.6326679868822,0.0636504468159188,0.0462421323506971,1.0,-0.8859796296714051,37.81576512091642,27.750337602715742,-0.0788950824160015,-0.0686860288963061,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.8989899671684041,32.45585396682575,23.605353565959188,0.1366319094522249,0.0940542132138801,2.0,-1.0591631789987237,30.17991717303684,23.299235117059,0.1373118932881928,0.1463281199551051,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.334154133078932,43.89298268041682,36.72544115462861,-0.027018132168833,-0.0209455162195133,2.0,-2.625648234551713,28.375670673444567,24.147465852436262,-0.1867632183486113,-0.2946727327190376,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.380760217348691,41.41702367190534,34.755979551835495,0.0209473691060177,0.0068226184654311,1.0,-1.6748674615988737,41.062066124339225,32.49226115778873,0.2686089367044668,0.2851040859650026,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.4170927195803498,40.47039027358767,34.037343565210115,-0.0574029222574399,-0.0578725535768958,4.0,-1.6306850515749178,44.34853086759549,34.91642846559223,-0.2250266849058976,-0.208002652641901,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.2504095702863807,41.4022108548526,34.44968504348358,-0.0760201560295844,-0.0994006578259162,3.0,-1.984504733152816,40.59100911602282,33.099374439841824,0.0157960493037744,0.0782123374272211,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.208598141469867,41.34254547819668,34.30029917432116,0.1102772992032935,0.0875824212575307,0.0,-2.219980177282233,41.38511922906923,34.36308803357576,0.3707818286282781,0.3421043145670925,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.2493654752674344,41.3978504231633,34.44360973605862,0.0606891167117541,0.0542672213344074,2.0,-1.6157053353315765,37.313350436673446,29.325837605125027,-0.1559997519925394,-0.1961578601626923,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.1617330316490184,41.69738452669916,34.47844582347126,0.1351977600406521,0.1518661456219161,4.0,-1.9457107099970128,36.018265748106465,29.27295179868999,-0.0948195102537436,-0.1092082947413464,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.171096083978663,39.8998286941799,33.01462336899398,0.1112141043906595,0.1127549272758535,3.0,-1.9940827801743537,44.08562937614972,35.978010310122855,0.1217671942265709,0.0817465533456873,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.061347890045505,40.102735100288434,32.90738584741369,0.0661431904038065,0.0913522520786281,1.0,-2.36418486866455,43.14126295299061,36.165428757918505,-0.0252003443565463,-0.0936798907011251,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.0915317316082893,39.89020769060359,32.810405864963286,-0.0307927081215315,0.0160950208424474,0.0,-2.2888119619357674,44.12410702026924,36.80960006713868,-0.2543127261597477,-0.2577009359878464,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.8784362299987962,32.393649141252695,23.52892870370444,0.0692271610663663,0.0873015597218189,4.0,-1.228183480502679,30.823016579549183,23.96249559101306,0.245688159348534,0.2209197929731146,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.8537052014826358,31.328592852243915,22.75311258192186,0.1689632371604276,0.1481329816580242,3.0,-1.2090997836213768,34.267554086838025,26.32222438209936,0.1815103638879482,0.2195484457650621,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.956274630232372,31.598083576405468,23.19444838635333,0.0007209061009997,0.0046435987473131,0.0,-0.8138596315511117,33.594942424094995,24.888918742129675,0.0075649148954054,-0.0076177415694609,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.9743903333019536,30.34332535643833,22.554331198357914,0.134275013831157,0.1467481233121645,1.0,-0.8746074745180807,38.289957993427855,27.83147397292288,0.0492613371399668,0.0760776344573156,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.976848744827976,33.12026545161782,24.432741114628776,-0.0040942518696082,0.0181380764180581,2.0,-0.745069850483546,26.94662803847481,19.81998300853528,-0.3269701525721712,-0.3005387921443285,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.8700787770023464,32.217223788356065,23.81860863524598,-0.0941049314768347,-0.0691832662252878,1.0,-0.7280688163736855,27.136718755655743,18.78023409793252,0.0673633653403272,0.1453908691667774,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.862823498930833,32.5997029350153,23.68186017519468,0.0664815738146571,0.0533791667181077,2.0,-0.9685407420500716,26.99649923090123,20.76345704931962,-0.2290186986043941,-0.2843539755112929,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.847344516607401,31.97423048211711,23.30166619635248,-0.0585532502544234,-0.0712421373271403,4.0,-0.9731018497282944,29.71255204240406,22.15698567039088,0.1613909579177261,0.1622154203043267,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.7814539667705094,30.36408784315877,21.88438986790645,0.1072560220921477,0.0961247751815364,0.0,-1.2465038745578672,35.50427844638793,27.45571590022037,-0.0489650423558091,-0.0812680374317022,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.8770882093059287,31.288760677112805,23.00190803577373,0.1081040731257139,0.143358450690695,3.0,-0.6832144743758088,31.113846076804386,21.97670987380178,0.0533210178311936,0.0147767083273172,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.133411763037651,40.20686380608296,33.17636721276618,0.1982496435292447,0.2102071691475679,2.0,-2.35498400421261,44.37869873672573,37.18119436866359,0.1700371780349006,0.0617811741021746,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.371072788109625,38.81942788570393,32.556484427266305,-0.1152547488884694,-0.1052878936698225,3.0,-1.9262259487883704,49.39419047458863,40.07518675753945,-0.0493437331863132,-0.0095347810676739,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.2131977089497226,40.11636028132887,33.29376541360632,0.0813146136230471,0.0890204013572248,4.0,-2.1348323173670813,45.09367432017705,37.212632390072464,0.3784022472022946,0.3201492409520063,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.166521518327674,42.24364924999388,34.94231630003298,-0.1427585750951742,-0.1107032592432561,0.0,-2.2095094957754013,34.797192643793856,28.87173089679919,0.0581169275787741,0.0854027773589893,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-2.215004892118011,40.83692519009864,33.896087646484375,0.1975884237737332,0.190557850971424,1.0,-1.952954007030008,41.690236841325216,33.9040864944458,0.2398369995933908,0.237218360076451,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.0526728326472297,40.18846200786027,32.954972485629,-0.1266304958729548,-0.1116246364786845,4.0,-2.0577269837188474,40.870713745148,33.527951539692125,0.1941041223441235,0.2342963463361667,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-1.9689251683047684,41.206241749143366,33.55662785418622,0.1836056240785091,0.1658649068462525,3.0,-2.404531999449193,34.96078612786129,29.38109336250708,0.1236647415964608,0.1154582778894784,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.024707544022484,41.23483338675544,33.73679903946914,0.0829351212551274,0.0685923841623512,2.0,-2.258692740898075,36.20314077386134,30.140676337794257,-0.0517134002085036,-0.0285651752492763,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.002591758486598,40.66810437554011,33.21256777775752,0.1274009180928111,0.1195371895608661,1.0,-2.3413370546066914,39.13147946693002,32.756556781969586,0.0520663745505589,-0.0056905231244655,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-2.0885780949433075,41.18327757399521,33.866240135787365,0.0096563633604536,0.0071667804613056,0.0,-1.9911611623369,36.834817047114726,30.053258550543536,-0.2376303823226924,-0.218243586309455,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1655965265720036,25.089405504492444,20.453146276410845,-0.1329008414631989,-0.1217308863655772,2.0,-0.2051446545785384,23.740627662620174,19.176926109500048,-0.3821516654774773,-0.3627177700348433,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3985375438631379,17.969174837163305,14.34615676572659,0.6346454965283854,0.6186365124585462,1.0,0.3537639477401259,18.240515910894946,14.981026577616849,0.6047877972321422,0.619903352461492,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0096926995809251,22.3852919887334,17.554562460003478,0.1528241538280718,0.1575242756440024,0.0,-0.0699556448823257,25.116748419121286,20.575441151936847,-0.019686037526461,-0.0212839856089671,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0434432051095663,23.17719696146698,18.3481104885802,0.2531835294074119,0.2554722740632721,3.0,-0.0765433996047253,20.95432217245604,15.829579298231335,-0.0368069037582945,0.0459171909732282,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.012147832249904,24.547219587947723,19.72382093968884,0.0828842550127267,0.0744667659951961,4.0,0.098603316975085,16.919662368401497,13.300484664592336,0.3704861527759907,0.3019195189639223,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0353327144954168,22.85412698955016,17.714042874442207,0.5753667319741169,0.5949226297352791,1.0,0.0534640370658865,21.80992136355701,17.39602689107259,0.578721211735366,0.5694745983499783,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5926335907883897,14.157705373554162,11.196606350593823,0.7710151572202969,0.750408720890482,2.0,0.0479465691594588,25.124458075162497,19.256081187778047,0.551721352020168,0.4081686429512516,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4619874003565969,16.82816836804905,13.69327657047706,0.714937992358678,0.7059243212991049,3.0,0.2737253359415064,20.15966191223475,15.675845305498909,0.5441605583753107,0.5712757830404889,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0933096923480414,22.06026756819712,18.34399506817442,0.6499450124604274,0.6228091675856702,4.0,-0.1774910164168159,22.878065388720024,19.659555387143737,0.5978991797478245,0.5952380952380952,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.557513727769378,14.892236732226724,12.114587882939915,0.7640390164139543,0.7179591889124924,0.0,0.1814266758320329,22.127811279754035,16.139049629905006,0.5277590509598123,0.5313852813852815,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2703433299159727,18.618158884450025,15.103446099348128,0.5696200003725185,0.5533440317548185,1.0,0.013152585719145,27.27107219291884,20.380832754952564,0.2631455026320961,0.1840336134453781,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2961205674981771,19.65526398923404,15.58283076180352,0.6245112661216319,0.6393791483397451,0.0,0.0126851217933406,21.643843833630225,17.875232982635495,0.2148064284459478,0.2676943117672601,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1653438186904868,20.69733246699693,16.755861544008607,0.4928659737985251,0.4430651718508246,2.0,0.0224198900793387,23.57390750454865,18.142744681375067,0.3593375577435307,0.3395773917552502,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2500428001949171,20.518414978946947,16.344727719789976,0.5827039763202713,0.6025408914978789,3.0,-0.0523292112430582,19.87047924687835,17.710844666330438,0.2974819004268847,0.3274975380238538,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0066231757531455,23.14433305765901,18.71260938607963,0.1269567000699912,0.1331380740815549,4.0,-0.1389955757342689,23.63884167525289,20.5989342956543,-0.1901448845690637,-0.1638655462184874,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0442446189244696,22.613760410972453,17.993386410632763,0.6486196959841607,0.6658039872591685,1.0,0.0177588523303706,22.430798954618464,18.77700192378117,0.401906894540889,0.4584615384615384,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0642632587157847,22.48138501016509,18.335844256752416,0.6648389320611965,0.6524807547900764,4.0,0.0247687447450595,21.894164513935685,16.954054664611817,0.4758911921307218,0.3878048780487805,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0224043206126405,23.232470772352844,19.057683808425377,0.5526852586695565,0.5630359028461854,2.0,-0.1350536061263787,22.374440101214017,19.291925366990107,0.3961946698587656,0.3677150786308973,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3451351214193946,18.09333305087124,14.455934273067276,0.6708469160183183,0.6938020588622318,3.0,0.1504571629700712,22.88498537115984,17.08184316635132,0.5006205924521152,0.5774859287054409,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0151258726193438,22.910838785571595,18.433821691819176,0.354860014065928,0.4173772034993112,0.0,-0.0002818736099476,22.850013329144524,19.17788973490397,0.5669916926492138,0.5194660734149055,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0263167309601848,23.12073987399424,18.11767586170544,0.109477369949583,0.1220715973495029,4.0,0.0457485579449674,23.91363047264032,19.752110188802085,0.2436043113104504,0.0842490842490842,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.099675914621232,23.79230788320208,18.622196177750183,-0.0485324642772167,0.0031882675329758,3.0,-0.0560449746384121,24.571336449332296,18.09242458991285,0.1543601329022991,0.1191743267214965,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1492160081940861,24.036718846049435,19.63645430140341,-0.0467277707730518,-0.0392527144248737,2.0,-0.2166000607405742,28.0592229211029,20.95254034506308,-0.199047945763312,-0.0986249407302038,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0964280727492825,24.2955444202756,20.25652728469284,0.0708424534463618,0.0164784799604309,1.0,-0.3152977243223136,25.32837619432152,22.103622980753578,-0.1030086562195009,-0.0856507230255839,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0540161986574534,22.67581086955192,18.023760149228824,0.09436294897018,0.0671908696750931,0.0,-0.1870293651133752,26.888726666748184,19.568678640248823,0.2542077648326089,0.1691836734693877,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.013330526994286,22.881628473466314,19.155116749682456,0.5498332867322266,0.4940790162563085,1.0,-0.0150716438229876,23.197241135462164,18.072831510886164,0.3347879323950755,0.3684210526315789,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",-0.031570434348666,22.99712333942551,19.431802580825927,0.5039561664007278,0.4379224636804936,4.0,-0.0937646157934799,24.890357828214043,21.149210815429687,0.2502837327486015,0.2846590909090909,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6145491179374427,14.32576120804146,11.572874813479975,0.7877846889797872,0.7441460574477248,0.0,0.082293416054842,22.05982688493713,16.98007220209861,0.4071369870622619,0.4915306122448979,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5680514048330203,15.50339645332524,12.183724219582295,0.763930515210386,0.7520858507160186,2.0,0.0832818852348317,19.415355310124475,15.318115557620402,0.4039060316743362,0.3773935879199037,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0619420231573494,22.989993774021663,18.16472580478616,0.6241316373737666,0.6257455445671544,3.0,0.0059802011544684,20.22369235548405,17.46843099179475,0.359285144058483,0.2864631514030219,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2071280577931434,20.591167680711592,16.4403503477717,0.538849888974809,0.5507319757410631,4.0,0.0641185854920399,21.1814912396236,18.346964269784785,0.3081825187861001,0.1637606837606837,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0731009003027621,21.97147633042118,17.336568249184015,0.2773021471189364,0.2108694291757193,2.0,0.0905451992525777,22.723792258295177,18.04561274328897,0.3928586572671948,0.2893385684083358,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0220298120873945,23.101264487684283,18.02063875410292,0.0500539131477241,0.0726851465770266,1.0,-0.0221119733181327,23.996514103307664,19.32460306485494,0.0418826990734007,0.0438558402084238,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1182516314443973,22.41162297593318,17.439821657163908,0.3787241667463998,0.346805232395687,3.0,-0.0002002683283832,21.66150461095668,18.277768069882928,0.158181823937492,0.1521178188899708,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.077218335835944,22.183308919501226,17.828220410823825,0.2822381137690019,0.2786141147707553,0.0,-0.1470920793768273,23.995542195466083,19.537261440753937,-0.0462149146814261,0.0307917888563049,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0222928164974923,22.13207153136354,17.940962118244858,0.6075305010377556,0.6051394221588992,4.0,0.006868530439843,24.59744914268243,19.48667448223762,0.5118356980295862,0.54644412191582,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0363864889183692,22.635795338522545,18.065764346015182,0.5986356901711632,0.6015139612940084,3.0,0.0323858033776679,22.67945307280609,18.319157355357024,0.6423471354187391,0.643668084055911,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0233586537559726,23.52032519001001,19.201616699023123,0.6307525834515659,0.6215569704582005,2.0,-0.026523976552556,19.58116417958724,15.96721112145318,0.5578775818008127,0.5230373230373231,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0371469618901664,21.54793853673329,17.70615862968273,0.6181276838806472,0.621441606188983,1.0,0.0180379911179465,25.133191401578067,19.87886589955476,0.4447492871495869,0.3534242172238349,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0211130283732647,23.10308997248999,18.76278627417553,0.5590913687650477,0.6016969760485606,0.0,-0.0624579691399258,20.166982466326733,17.144333758884006,0.7070317527075283,0.7853457172342622,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4790069838976136,16.484950146956862,12.857823629546584,0.7016770998842075,0.6746610171027868,1.0,0.1572018753344021,22.235257131895047,17.641194392613002,0.4131807737807147,0.5194805194805194,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4486057693807777,17.16957240880162,13.65911112436434,0.6792782812128022,0.6460693606641406,0.0,0.2681261127649227,19.343048536993777,14.846078240530831,0.5227596829055733,0.5752599890530925,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0099791349647209,22.346582586426795,18.67839013035312,0.2469172177042496,0.2256476333978998,2.0,-0.2406370800859163,26.66544101178844,21.11373875585096,-0.3012752664549865,-0.3359605911330048,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1053620031641001,23.151925386709223,18.962403159343022,0.3502219082805178,0.3296967664878674,3.0,-0.1158030422867633,19.020769789314752,15.951877462768556,0.169531029950762,0.1968307322929171,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5726139684394795,15.131481674425595,11.91200822339739,0.7597013935293445,0.7041264266938668,4.0,0.0827713034701965,21.39842810120727,17.265401025918816,0.3824397129995858,0.3823102535644155,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2907831193344173,18.51319488980874,15.224335896680309,0.6905751376356463,0.6703087812336049,0.0,0.0274054759602691,26.316750679209648,20.797944056919643,0.439666729689978,0.3719887955182073,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5227002297407564,14.40175088590118,11.466536181930207,0.7341376908634683,0.7516693482808758,1.0,0.2347995247919753,24.079987595708285,18.023324809681284,0.5603000169197956,0.5358682516790159,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6256735928170409,14.45831036420779,11.27655821398685,0.7944979561540058,0.7861422289908601,2.0,-0.1290212329827351,20.99337589428286,17.10566451835632,0.197931301405233,0.2988742964352721,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5493209721287213,15.404113636459249,11.57450922791387,0.743511039155732,0.7382413066543594,3.0,0.1149969444476363,21.746579331756426,16.872828125,0.3996832474941191,0.3478991596638655,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2570746843591712,20.21864445386096,16.82750039753161,0.6503697715505087,0.6601557727944208,4.0,0.1765194384897338,19.24020417480536,15.432737655639649,0.6727828677701603,0.7005628517823641,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3417685482643923,18.44104294650668,14.617420421306903,0.6374927597139173,0.6125559717548923,4.0,0.1448311088306177,21.87235486355236,17.766506832491967,0.4025489025548142,0.3954319961723452,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2799762141938848,19.89499806520955,15.55250609028546,0.6028416963723767,0.5900453516448279,3.0,0.1631046590271549,17.32610024113036,14.494514368960736,0.5303534657386388,0.5017543859649122,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3670949471288596,18.07035374959569,14.780623941989925,0.6700101676078805,0.650057467911252,2.0,0.178707782146393,22.062975858060835,18.38967070044541,0.480784615025259,0.514808362369338,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.027883747722886,23.580598530300342,18.87963469970703,0.1839746461046026,0.2006516139044055,1.0,-0.0335366180577285,21.41544070133598,17.354708147191293,0.0499618457437232,0.0678026977412403,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3440667614372844,19.12785326431169,14.89591260186557,0.6220824038355717,0.6584212297706615,0.0,0.0844268169540121,19.512986432301364,16.7573781277271,0.564724404554289,0.6248843663274746,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3938452322607105,17.61065653102182,14.36177708779612,0.7099418584986215,0.7019153458088867,2.0,0.1084317824838575,23.187349914102267,16.861309560827305,0.468531844738696,0.4471313418681839,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0733102523019135,22.46556764286583,17.763763814094737,0.6598172389097063,0.656371773101147,3.0,0.0330540516445447,21.54209503725853,18.243528366088874,0.4132762929017006,0.4522522522522523,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3780798263475715,18.617450172989848,14.971444329155815,0.7271871566593541,0.7308155596480703,4.0,0.1925835852434135,18.294367940422315,15.29615003145658,0.4716297306127686,0.4481781376518218,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4320563785435773,17.040528456487234,13.441028687383088,0.7145718730897321,0.6934855020943145,1.0,0.2481373628562043,20.96073757835273,16.424755741882322,0.5343076740861782,0.6199759903961585,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0801721020567478,22.720646401775213,18.24670865929645,0.6278001231284234,0.6523176594167591,0.0,0.0431892843842798,19.096233283070053,16.154340992589148,0.3463684926825786,0.3459677419354839,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0152371549317303,22.20462384133932,18.60963963952864,0.2627758915467939,0.2675169675579193,0.0,-0.1452803384723575,25.94902711107365,19.000402507166708,0.1095348832780552,0.1725806451612903,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0452847830428622,22.32176444580801,17.789132823200966,0.2419073088122671,0.2311263059927556,4.0,-0.1058991490175831,25.214414098039743,18.593015526219418,0.0062789974645252,0.1069044753255279,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0181883786018159,21.632981668503096,17.70133557706266,0.2523973208451082,0.2450150201846599,3.0,-0.0842836137233917,26.77359910351468,20.293709626631305,0.0576399224031047,0.0710359408033826,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1060203181546155,21.877327421365944,17.281114221319452,0.3579457048346879,0.3370688991844095,1.0,-0.0098202995741432,22.51376787036308,16.699110217970244,0.3910931272484736,0.2479591836734693,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0197711969421001,22.06720194730076,17.416038622334057,0.1370458874184632,0.1390246549003304,2.0,-0.0082057681416534,25.81757265326203,20.55034032093395,0.1327292752427303,0.1699886361863149,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0677491985638167,22.644440460185443,18.642674024141748,0.5844730110214535,0.6275719012581488,3.0,-0.0036277488290539,22.11876699919645,18.803225557881017,0.5110324809407044,0.5304575558409509,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1696883290823696,20.99725518231053,16.741099488935397,0.6455570162550257,0.6161461273508494,4.0,0.0766910508460523,22.235320104133034,16.88964781964411,0.4875899998969278,0.4657852987837123,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2468176079911089,19.560890083499267,16.153211698986233,0.6617306162649921,0.6661541664058045,2.0,0.1134022024849952,24.83668726855026,20.04512394587199,0.4709649134816256,0.3747826086956521,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.061363000412033,21.535021795666225,18.08785004355691,0.6128305228167155,0.5778027497066505,1.0,0.0292371286609622,25.53591699793992,20.66900758442125,0.3128279144989671,0.3953386584965532,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2125580351508271,21.07210159866855,17.059373020981294,0.6617212196077926,0.6373819316451443,0.0,0.0892761444864164,19.696123305638448,16.07741753133138,0.5209871612545675,0.459572103362045,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0127971138366492,21.404528344664243,16.651198793787533,0.1737122837228571,0.1830068445992518,0.0,-0.1465975959291301,28.86542984314088,22.09623251681857,0.0214364887927352,-0.0391976020503168,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1578256318485589,21.945310312065214,17.214839270229998,0.4426355952453846,0.4275890166694958,1.0,0.0992784092960298,18.79501442105885,16.15795325745928,0.411955851613895,0.4895929694727104,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1766754178649889,21.83586194236337,17.925694006751566,0.4541891088408402,0.4379720837729617,2.0,-0.1011568901036559,20.725086059351515,17.15561036518642,0.1162463386027116,0.0993848257006151,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0718061821119322,21.87218675314373,17.20485339581525,0.2765125647321501,0.323116000085081,3.0,0.0281263411056958,23.29972395525953,18.116988313909165,0.2634907791273605,0.3297251750064817,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1596277573958497,20.57228095535418,16.521852231359787,0.4234108214107681,0.4253285691804821,4.0,0.2338510944083753,22.47659665702633,17.75747878592355,0.6567675135457491,0.6047619047619048,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0329336561816175,23.4009074958708,18.515276430497256,0.5892248115990397,0.5827500163548323,0.0,-0.041114828870516,17.361340026418482,13.863527448100426,0.5610610901657553,0.5258064516129033,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2620022381851026,18.92618485392108,15.006067831856864,0.6902067906735687,0.747542296475721,4.0,0.0872376994667285,23.91760707690645,18.43405660338321,0.45188916049999,0.4343074225599065,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3483680050073391,18.22148069487987,15.061393542516798,0.6946888320841418,0.6704566377326813,2.0,0.1166979682376344,24.638567046910083,17.70483517328898,0.3750632270329327,0.2565217391304347,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0691451424407683,22.84172008369356,18.061532294315363,0.6264052910406446,0.6301915830075724,1.0,0.0093721268957356,19.83810927902958,16.1026799473618,0.2046105106289283,0.0952540106951871,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2509038404606905,20.37656669065188,16.011525386908115,0.6824224585271568,0.6891667417415346,3.0,0.1342532288219045,19.480926888190268,16.48165983412001,0.4385364105544213,0.4483912483912484,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.393526570167252,18.587783451365,14.284474800407112,0.6295667667925193,0.6328812381457551,0.0,0.0981112389775651,18.55304990405096,15.458032274748147,0.3682568341610547,0.2887624466571835,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0281417093292816,22.3448329337682,18.097105538504465,0.1870116479597127,0.2023710168168807,4.0,-0.0548438186089859,25.27145326899841,19.94340175026342,0.0042203773628947,-0.0471605208447313,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4593125789990228,17.25374578957065,13.14409941091166,0.6819633402136381,0.6735027317172961,3.0,-0.0201878544714169,21.58121188681255,17.540787538227285,0.3498393671425159,0.3250902724586935,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4638169433912191,17.34659130436521,13.317170407679171,0.6814514431097434,0.6550985404586586,2.0,0.1539962854645155,18.569217054045,15.383538623609043,0.444710009099407,0.4040923514607725,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2856404072495504,19.600290146827213,15.710629269488445,0.5704791825742828,0.5277023874464146,1.0,0.1840263151523689,20.28315948784671,16.98284643474378,0.4530052035875527,0.3830834883466462,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6506610092016156,13.740662351913535,11.006330077679127,0.8098273307610557,0.7947785714765837,1.0,0.0206123481493478,21.822445048844617,17.31565536499023,0.3289851640804034,0.2719115877010614,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.467544305735741,17.363285158242277,14.040695478265937,0.7093116902367675,0.7052329287455876,0.0,0.2314163249510948,17.18486653299087,13.473030883387516,0.4816035939736255,0.5408688040266988,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5604805236085906,15.419289735948585,12.490285393355729,0.7501167481861855,0.724385128913499,4.0,0.2830420807736676,18.88506829393188,15.644793885883534,0.5835171980490049,0.5550935550935551,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0483713617674335,22.13266009671652,16.911620567619025,0.6238730259467087,0.643612048925142,3.0,-0.1687004728340253,25.412924255066443,19.86377802397076,0.5233737046240926,0.4688696793959951,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",-0.0055196190413326,22.74013556026495,17.591298194984336,0.58225846592176,0.6288430213027096,2.0,-0.0113540125054025,24.757008418390328,17.79863650271767,0.4237828121080315,0.3590108326950432,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.30982844348847,19.07068239174001,15.164767346567924,0.5875199779781237,0.5557476820916487,1.0,0.0228483435365538,23.22398801134332,18.794499672337587,0.2056281791907602,0.2511215669110406,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0282342950167318,22.967187901684248,18.15917241678609,0.1756154306108729,0.2006377693518555,2.0,-0.1014649593812677,22.031774849441568,15.930259054083573,0.339446233586414,0.3158988948462632,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2775151674857662,19.27875315975612,15.092994876712948,0.5791081926970987,0.5671009646245515,3.0,0.2005982851110996,21.87880554364407,17.048931543450607,0.5309072354515864,0.4388882809935442,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2432893539916433,19.447911534169084,15.463778227768938,0.5307450313227211,0.4795374286680512,0.0,0.0578693352342971,24.98138468604461,20.93101813065378,0.2422090794887208,0.2018820439873071,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0268300734653522,22.19499217617338,17.696707122604565,0.1717750923287082,0.1561927042605495,4.0,-0.0494936974836963,25.59033921144188,18.959217782271534,0.0890066206340482,0.172776014881278,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0469595484647695,21.62443634015579,17.136392178225826,0.6193859204969465,0.6410041992241072,0.0,0.0222619960807183,26.128510176511693,22.48311571221603,0.4977299840973118,0.4684319947477842,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0205206745552021,23.15211407379176,18.72601578155121,0.6283357196061894,0.5954539592433515,4.0,-0.0263680499057048,21.90272509361177,18.9761456178364,0.2315748255115987,0.2979538242696137,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0565621330937426,22.754669997218333,17.651458846253238,0.6360973797632018,0.6805961714133426,1.0,-0.0563685556060771,21.7271479018578,17.869882198132963,0.3541980367292248,0.3582644859550782,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0203585980179203,22.989383444587645,19.20582854035613,0.6520174564001772,0.6484579847680121,2.0,-0.0217981498945487,22.63834471096925,17.655639158550063,0.3901900635523653,0.3309990152095415,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0542266320836923,23.272323374934263,18.81028592889959,0.6479021382425386,0.6435375334336513,3.0,-0.4549332358429754,19.13718736823537,16.591586223401524,0.5461467355554736,0.5056351898457161,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0302138187483931,24.23227416905868,20.051295502897982,0.1166963666762483,0.1223031983756768,1.0,-0.1209687561852428,20.64920128132724,17.00967230947394,0.018632600925315,-0.0430025166867272,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0176067439387127,24.142776497786183,19.562239649388697,0.1773846803264915,0.1167913071480373,2.0,-0.6073480740815946,19.53460713257868,17.6292906992059,-0.108417876216589,-0.0600722179669548,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0337034754358291,22.34729954346234,17.568993270180442,0.0972276031101019,0.1097121002032091,3.0,-0.1818267620544056,29.116039403483413,23.15961337039345,-0.0867910986113182,-0.1189408031513294,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.189690841167498,25.82314951014375,20.14712540960932,-0.1027685328150558,-0.107030818100382,4.0,-0.1641637050709588,21.18762391696917,17.29511870133249,-0.0263319757329557,-0.0110515373673268,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0438395853986908,23.72722093262081,17.996438955331776,0.0587378682096433,0.0927131319372221,0.0,-0.0079759536358035,22.17310305590082,18.64731972543817,0.2885475087588591,0.2594375752270489,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0116090551373453,23.26284139759783,19.22524621146066,0.6200862174354788,0.6071804088829323,3.0,-0.1580743921017138,22.785268283799347,19.658095205206617,0.196634092668649,0.2126053178684757,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4875528712039053,16.515564039761404,13.573174987396634,0.7198221947429284,0.6719118623136996,1.0,0.1481667012532654,21.16150208607275,16.79136164615029,0.387179281206802,0.4205055257686836,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0161299478234361,22.8050912579331,17.430036457606725,0.6070477298330916,0.639412832581713,2.0,0.0180135124026976,22.80598350760555,19.0541889993768,0.3765593844808141,0.3791650714216085,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0421519018523279,22.748972850787776,17.884923653540675,0.6087749079630355,0.5858151239537178,4.0,0.0317233035505027,22.02790285377189,17.185510113364774,0.4685581530272196,0.4925046503993872,4.0
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random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2627553954296719,19.99653518050952,15.780650766546076,0.6856183231879758,0.6962764720931107,2.0,0.0800556678541172,20.921052837949897,16.285997153834288,0.3565633711864031,0.482437903490535,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0259159370080654,23.412036665333247,18.2810509418306,0.1276472642983407,0.1236447298759993,1.0,-0.0043691910724923,22.895809843597544,17.734888381958005,-0.0718820468084007,-0.0456946039035591,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.012862578733423,22.82514607621379,18.16610786816753,0.1845224896868161,0.1709728273608874,4.0,0.0153698807871119,23.178869120102217,18.52940687890146,0.2915704726682014,0.3185139936107871,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0076732753930386,23.806117840590016,19.002720055730084,0.1715036230381,0.1068188840741637,0.0,-0.0429785297103644,18.73574726010683,16.880320060036397,-0.0264066058087635,-0.0073529411764705,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0063921907975805,23.255356596911668,18.450107391566448,0.2168452061764424,0.2227181540283819,2.0,0.0019448058586326,22.229105786510257,17.551821786631713,0.1138455077319434,0.0353376503237742,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0062289349896089,23.843096920700013,19.348479584830148,0.2172064185232841,0.2479502393894458,3.0,-0.0126564582473875,20.741572807951368,17.23246241642879,0.1019578689899614,0.0425168616067617,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0033325068872014,22.675719437789866,17.88312534972699,-0.0690334280242505,0.0043963736917757,0.0,-0.0911792206553407,24.42586008177239,18.984784193559125,0.0804685146150044,0.1109668109668109,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0006835081225438,22.819609579306874,18.61100110527609,0.0325274278800587,0.0890695141912257,1.0,-0.0389096246955835,24.06913222187412,19.54094413926866,0.0789693033466865,-0.0550724637681159,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0019469618020054,22.198680540658145,17.60890658203985,0.0680068010998273,0.0612523955370862,4.0,-0.0815764410992931,25.61927417874366,19.732573214721683,0.3585143815242532,0.3610564225690276,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.013164636546596,23.268272301921048,19.2311905651328,0.1082653835624316,0.0939552797538341,3.0,-0.1227223716789589,23.881361144154944,20.28367288716634,-0.3167116041541393,-0.4878754171301446,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1499441047855846,21.1164515736806,16.52150867382129,0.5695281941979605,0.5497641807065058,2.0,0.0450951905465306,22.73621704916796,18.40228733296297,0.31817826138168,0.2983673469387755,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.018164643475282,24.12836308148959,19.98940774634577,0.1321428340925919,0.1183416221079689,4.0,-0.1625598478568184,20.43531275182358,17.781037222372525,0.0093672451256115,0.0225225225225225,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0356448876233386,23.3067937050215,17.89492916391856,0.1730245679866479,0.1715609565718569,3.0,-0.0014351531258995,23.431246082886897,18.35174722079573,0.3898292071435,0.3712567482789897,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0038391231697345,23.908645624786125,19.40982236874649,0.1253504155813972,0.0973844137027128,2.0,-0.0468981464225368,20.06337942536358,17.69771009396284,0.0824756433574058,-0.040080971659919,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0793183100653812,22.54258884179683,18.11605238801116,0.3354036318522952,0.31831346883683,1.0,-0.0516466085835165,21.75433028091927,19.18418730443837,0.4318348391204838,0.285,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0241504541156055,21.86744049900746,17.50522672626334,0.2350987122936451,0.2231251944993048,0.0,-0.0029898524733347,24.88754100396088,20.02745036621094,0.3160755653799441,0.3677791116446578,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0668911412595816,23.474881677270385,19.69331253899468,-0.000682051485052,0.0358071170138181,3.0,-0.0121815845541963,23.89919380297675,19.41988239924113,-0.1623145612923721,-0.1723838471558836,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0017115593556762,22.195230597956364,17.643249634878977,0.1149696078419496,0.1323589385307678,2.0,-0.1098279953702221,26.11145658959253,19.14392822265625,0.0568025413523061,0.0910953641253308,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.009245122305766,23.05460669462086,19.286426108052407,0.3360829111029544,0.269422584290531,1.0,0.03054030032715,22.5243020550433,18.199541940542368,0.324085733601764,0.3124125874125874,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0040646070473007,23.45644560066641,18.898402352131583,-0.0413190733656506,-0.0242230304249693,0.0,-0.0884647438591987,22.55762834266552,19.40250946960449,-0.1119595398003709,-0.1493877551020408,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0188567352575907,24.106251128174723,18.98297202023593,-0.0081617569789343,0.0389610897835087,4.0,-0.0323398625400244,20.92466725385764,17.04201217142741,-0.2053517067841343,-0.1114754098360655,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1107775545851862,20.880150502639072,16.557155657148027,0.3721536356343473,0.3358726152567759,0.0,-0.1567351073106038,27.30741430923848,20.809844145482906,0.1594965495394178,0.0898979591836734,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.006815050200294,23.453677063399,18.92008609121817,0.1469646631850414,0.1234931311415514,1.0,-0.0934684027751613,21.90934235539226,18.349891753615,-0.3062197149728114,-0.3609670728545502,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0015328852006293,22.55970496465215,17.93053107670375,0.0870990180797217,0.059432397533872,2.0,-0.0414064009040986,24.84409351652576,19.076101980942948,-0.1825867187229061,-0.2749082216340818,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0183430063761871,22.80849711968788,18.833276983853047,0.1786823050740937,0.1257559102463904,4.0,-0.0008932241871366,24.44051906149213,20.16460964121717,0.0888399429148017,0.0725023126734505,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0226475240640142,23.17767121067021,19.060396478142536,0.2244180200831674,0.2073804906008278,3.0,-0.0032316424115894,23.46695772560106,19.90313213195801,0.1960311848297218,0.1132773109243697,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0286796566243823,22.78495596906156,18.927176676710992,0.0382106731166141,0.1056135517276109,0.0,-0.0077103226415646,24.666090301436792,19.83760340815005,-0.1366571318907793,-0.1723712611779216,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0132084346267458,22.115059250889367,18.32714328842675,-0.1254576300436557,-0.1611193189909233,1.0,-0.0056464773973823,26.450096733241367,20.749666815469432,-0.1164386781170239,-0.1458773784355179,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0372714194980683,23.29145055649228,19.6334147925126,0.1021993518892159,0.0903779502132231,2.0,-0.0921048593872553,24.78554662802558,20.45313676834106,-0.015725309887465,-0.0281425891181988,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.005531902443201,22.33048302238056,18.4625457414234,0.1416302418866808,0.1516123306630436,4.0,-0.017779803867596,24.70846056949024,19.25341645287685,-0.1128446722417261,-0.0013749338974087,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0561096077588179,21.54314689749525,17.280498616744058,0.3673024171584683,0.337509480152513,3.0,-0.006639459214357,25.805501481780446,20.81822965833876,0.0894135957090195,0.0264822134387351,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0039309386817019,23.838445141263264,18.959240893905967,0.0878793563423416,0.1025004552279826,3.0,-0.0107094183408169,20.90826867329618,17.052324005702758,0.1995107846221896,0.132720528946944,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0341621348291774,23.52253281094758,19.74632672797309,-0.0734638963255785,-0.0369720478149331,1.0,-0.0255314170941125,23.21488608370269,18.757084492465907,-0.2977498931341227,-0.2927145449831475,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0349278802139105,23.093187585840347,19.20352569475566,0.1297407728743977,0.1372238455189109,0.0,-0.0148342017868163,24.03718763321766,19.592410185440727,-0.2404498720724322,-0.2799259944495837,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0392785688206462,24.36003839718557,20.483864985404253,0.0289058828466932,0.0230327796514505,4.0,-0.2895207443926133,22.87232599861873,19.62261582860407,0.3376614121578931,0.3092243186582809,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0155559377473031,23.03280036892306,19.128810094884926,0.1193500151857669,0.0813328804763121,2.0,0.008615143752421,23.653364471669803,19.14178081512452,0.3797247721212624,0.3516560958421423,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0181208313151888,22.90355301755987,18.844428565715923,-0.0296992118705394,-0.0422748802106961,0.0,-0.0175900130349395,24.410548463137992,20.15771799939744,-0.1880164762938334,-0.1964616096207215,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.005016656988398,23.200125010926023,18.357096622861665,0.052405244652278,0.0454082481186727,1.0,-0.0146347109268931,22.767015156743128,18.56530030595496,-0.1276724394478571,-0.1686565870439671,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.001179096924754,23.18474971193867,18.67209639039758,0.0858092008484457,0.0496911295174677,2.0,-0.0217692481380316,23.00232193381943,16.932177837205973,-0.1027213219228094,0.050632130743139,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0027769907031609,22.87411464837076,18.317614361651533,0.0652694217160824,0.0557152808354511,4.0,-0.0067900598313326,24.082983191134275,18.251942869487564,-0.1040757018802329,-0.1257249151985994,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.051444049477489,23.406396445666868,19.29202139949168,-0.0727905794457729,-0.0868038400173212,3.0,-0.0084747872116774,24.071375239334746,20.74132566126381,0.2242965810125775,0.189198606271777,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0069901833151287,22.36449085640633,17.646899289217863,0.3565044677823666,0.3463416385823101,3.0,-0.031843438391883,25.11666404011431,19.57952143766442,0.2515442595923755,0.256938775510204,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.000175261176982,22.2535037939614,17.551300764817455,0.1360833242221715,0.1378537681411291,0.0,-0.0795318635750674,25.79735650895596,19.79933761908083,0.3135608021218541,0.323469387755102,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0301408676958414,23.4692616013193,19.818669126190407,0.2688297946300866,0.2754054214880221,1.0,-0.0344886019206576,23.350031376392497,18.890188995361324,0.2197509959362579,0.2167388167388168,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0058659093214699,23.26843250884684,19.087824118627257,0.2066183963012884,0.2231654566681425,2.0,-0.0559350669709008,23.22072574187848,19.68044988549273,0.0465027099551318,-0.0088189947579401,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0013943307068465,23.11925270648941,17.99073857084234,0.0929404656336896,0.0697783186120509,4.0,-0.0168986285122554,22.949750695767985,18.90459705427581,0.2276339462016918,0.2360180995475113,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0193126984215321,23.664532371077232,19.42409619868196,0.045319024621161,0.0193656663744915,0.0,-0.005466476308769,21.578997563123004,18.099562999446213,-0.1791610756793626,-0.2278745644599303,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0236044024319448,22.93015652707014,19.103795685866785,0.1622727315049502,0.1402023303416784,4.0,-0.0556585288111384,24.93467292518168,20.672080461218,-0.2559897663069456,-0.2259481961147086,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0199635332490215,23.958457319231403,19.92563537502881,0.2106064737458635,0.1892499060055599,2.0,-0.2370661930380591,20.88507751561278,17.96272680959394,-0.3748015778060149,-0.392741935483871,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0581690581521567,23.55636594428023,19.91166085325641,0.1870963119278719,0.1589787738513494,1.0,-0.0156249928786977,23.993709869430816,19.311879450480145,-0.1701277516089842,-0.0478309232480533,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0273244518018092,24.57809674220877,20.32297330622088,0.1917726246254045,0.1751689418381952,3.0,-0.1183292318376785,22.31337432401872,19.31393491696089,0.0549133069478527,0.0747733279378849,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0076351161616202,22.405075431766782,18.087934709133062,0.2681033255532821,0.2333581579457463,3.0,-0.0097669542209024,24.31583485468887,19.83060635582876,-0.0358560287011773,-0.0868802875646156,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0145249320566361,24.140577917941933,19.26849670715332,0.2670477144043143,0.2586430661688005,2.0,-0.0357258383284053,17.949628124150443,15.602434129260836,-0.1315666014646279,-0.0826546737034342,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0378289733005268,22.78864182931609,19.040615561349053,-0.0375501182960096,-0.0281680030979261,1.0,-0.0088146047132275,25.31394723829256,20.755166229248047,0.0875153417277664,0.0949934123847167,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0135962689155411,22.75124007371974,18.631205956820786,0.0777059221315579,0.0902222786443428,0.0,-0.0283172116047729,24.01437564012154,19.162751565486825,0.2615587462301014,0.2417900092506938,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0006342576928821,23.62847017004628,18.97137216308593,0.1572594794362306,0.1402429189601024,4.0,0.0007521431099017,22.007839258151613,18.41573869619797,0.0497911315567916,-0.0169207438742118,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0427859659613876,23.70209675567768,19.72563566950441,0.0124924479456479,0.0085090822709895,0.0,0.0005484288940077,22.426842077244693,18.27436127709561,0.0308318810232084,0.1199894235854045,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0085076866579349,23.87998780433792,19.553644874518643,0.1487540404500232,0.1405070213912159,3.0,-0.2627842045599275,22.57006389922549,19.93984453687481,0.13908450786731,0.1890993009375592,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0010717650932929,22.65679697979212,17.69061991373698,0.2709286825693527,0.2421598789934004,2.0,-0.0649472780474342,24.70018975031841,19.014192066899053,0.2939434081217376,0.2508481036782923,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0286049454911057,23.349410348066822,19.45474932840425,0.0148173621138435,0.048865838257835,1.0,-0.0729782468740161,24.011022480438907,20.06926662279212,-0.168299457369724,-0.2799259944495837,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0071266433146708,24.14344802690576,19.85116157734289,0.2158963425942659,0.1758977973791924,4.0,-0.0160839394957972,21.45346163167991,17.33815757461741,-0.0818100716203565,-0.04817429406037,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0027472019981606,22.848359976368844,18.54652350318353,0.0018411732515776,0.0382869596209733,0.0,-0.0733006530901601,24.021499514907685,18.489326890154583,-0.2348901925376134,-0.2371080139372822,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0132928679814565,22.74420898547027,18.96316850034652,0.1982836666313904,0.1828543898476229,1.0,-0.0776662696373362,25.72526672135456,21.253249124063025,-0.1138837106116586,-0.1906116642958748,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0539248101607133,23.075172732240794,18.476862825455203,0.3147027613872463,0.2944465883639204,2.0,-0.0228515556402053,19.60349946424363,17.61328862370672,0.2694833053297201,0.1789947842579421,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0233785162230737,23.863281013955387,19.692976546151296,0.1813921677985807,0.1639659004816297,3.0,-0.3204699728151776,23.63660731184996,21.10081920330341,0.0293066940015256,0.0772645778195167,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0196322468386729,22.95486135445657,18.94162954213668,0.1892805643327283,0.1777782395204378,4.0,-0.0161834987041138,24.356993852367605,20.35557843356662,-0.0985478693855434,-0.1845849802371541,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0016026267166107,23.73303571654112,19.12198292674634,0.0676567989739934,0.0533141301855687,1.0,-0.0884675946134085,20.611163373917847,17.196132163114328,0.0385931231349494,0.2186650558743582,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0072045588025613,22.137237212543013,18.19364722671023,0.0707490851006908,0.0484436523140114,4.0,-0.0115657013669208,27.31794557987156,22.88995243181501,0.1198238261438019,0.0196078431372549,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0208946831937713,22.99092950546923,19.166315478763064,0.1164434707028272,0.0846201827594567,3.0,-0.038250878790591,24.548609504192576,20.27403152119029,0.1016182144106463,-0.0212825933756166,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0097607098088849,23.243837747434025,19.00747003289717,0.0382483469353602,0.0426616851091794,0.0,-0.0329384350268009,23.159144130013736,19.72337685528923,-0.1271197008115619,-0.2131398013750954,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0233768104010985,22.24503368589815,18.428460101503312,-0.0650706032078211,-0.0334615600350397,2.0,-0.019088034919684,24.968135223636995,19.692076354980472,0.0248136932057279,-0.0527924423450958,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0074558701075082,23.04332482799428,18.85841968076449,0.0965982043773604,0.1108378391108284,4.0,-0.0470989690894028,23.07771012859652,18.021944358676087,0.1783868836803273,0.1619909502262443,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0017852923194847,24.18573633786488,19.91898986259516,0.2037263904799111,0.1963060193455121,3.0,-0.2120907536303962,21.093431683920937,18.07352337091619,0.2300786458672933,0.2613997113997114,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0140925290239439,23.91169612940764,19.81501754173865,0.0457359537436626,0.0509223441760155,1.0,-0.4156897895025842,21.63642131155633,18.692499020894363,0.1459685779836646,0.1693693693693694,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0190872517232127,22.339813108071155,18.6733540950102,0.1006138408161687,0.0975694117282929,0.0,0.0032763568706465,25.005941097589968,19.89229064941406,0.1488724899994591,0.1064611493858341,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0341803025794233,23.99267839690052,19.553553872013723,0.3013215608612947,0.2719349458612458,2.0,-0.0403142067263706,17.29210599778553,14.506724838629005,0.1747882689792661,0.1452961672473867,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0044708702798268,22.63379243897081,18.36789799561372,0.2203864297249934,0.1928656372486136,1.0,-0.0160206704449843,24.401815486063064,19.8835378854925,0.1216273024255384,0.0532769556025369,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0149898876741128,23.429920678135733,19.236326533278373,-0.1418372744076331,-0.1437750221964963,0.0,-0.0143869508965495,22.658575778991,18.66666527126146,-0.1590958684165028,-0.1388220783225408,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0203560700359877,22.542762977777983,18.618507970349544,-0.0354759267279096,-0.0287986994137003,4.0,-0.0144821756643314,25.03014555364332,19.994346044012843,-0.2274816531946046,-0.2555504162812211,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0003823186019774,22.734449368038344,18.548322948672908,0.0262209297498559,0.0033115892726606,3.0,-0.0043249813200743,23.716022052393622,18.78058091536812,-0.1689984700389975,-0.0883449031786627,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0247642671992061,23.555419031352866,19.47860042898996,-0.307859287790605,-0.2365643361496464,2.0,0.0056434085833081,22.387939589480705,17.9939662199754,0.2134645026957627,0.2305131050969008,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",2.2756457236705607e-05,22.967630920150583,18.899543323900872,0.1934583921637258,0.1631888264103029,2.0,-0.0043455174303594,23.499637530677944,19.028274912279706,0.1220044423457682,0.0874358199939595,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0168740858895519,22.01080735242541,18.212878368847992,-0.0786624590938426,-0.057507309638531,0.0,-0.0145637991709002,26.420712187807336,20.824005077196208,-0.1497579545284433,-0.0262111073546557,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0151398651124385,22.945556458961946,18.6398136672475,-0.1301431339758567,-0.1145815271341901,1.0,-0.0068106983896563,24.05163732895368,20.08551262879984,-0.2735150846079623,-0.2665991902834008,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.004694971272606,22.84714132726677,18.40789166436679,0.1406390311283805,0.1350469247481122,3.0,0.0033477378295828,23.46131064405137,18.295977073952,0.2337058083568587,0.0948732609109967,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0122065764205743,22.58801012633756,18.56646536922455,0.0825505110461312,0.1110822199453782,4.0,-0.0470931608892557,25.54289812931865,20.09090548992157,-0.1909650736669694,-0.2342375366568914,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0017210918873534,23.532249079735788,18.987960337249326,0.0815006920149151,0.075318086420966,4.0,-0.0102461992505893,21.63906368084777,17.397114614868165,0.0018264924521071,-0.0027370948379351,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0062537608170868,23.267092673746063,18.706561322624303,0.1848733564441536,0.1545444281360916,3.0,-0.1906784413651689,22.09409153719315,19.728805506388344,-0.5275554025306236,-0.5248053392658508,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0435791711003167,21.910091083188394,17.54724021366664,0.4229499450828726,0.3938514288465637,2.0,0.0024979095133421,24.744008714926142,19.80533888303317,0.0819236627989388,-0.0637752924101425,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0007271626356837,23.21331200955004,19.12144403050089,0.2525710901877001,0.2100440026903584,1.0,-0.0151591236983918,23.02960207450046,18.895292486572263,0.1449536484812589,0.1522617354196301,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0018306968197167,23.245891123237165,18.29415766434704,0.1701604431904899,0.1381140110305288,0.0,-0.0355912888371463,22.59230870087529,19.693882095049013,-0.0773818381002811,-0.1130462828576036,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0037495663121829,23.583117920070126,19.28246836822305,0.1183241110488912,0.0984130208835663,0.0,-0.0254919710338854,21.632983924600875,18.17898420466933,-0.2895296870147578,-0.2751434611899728,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0052513202772259,24.015604695315822,19.5341558912584,0.0525473236602196,0.0338077762399799,1.0,-0.1735827309141042,21.17757324562733,18.66266681593292,0.008440739877763,0.0159183673469387,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0020906198995764,23.38812993387805,18.94316684395926,-0.0536540843548691,-0.0225558401913937,2.0,-0.0061603838559625,22.350381058984013,18.349119318448576,-0.2510269256026005,-0.2088277981729701,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0040265756032369,21.84009323009181,18.0288520024786,0.0921113169786276,0.0880585569884977,3.0,-0.0020784131896145,27.157634572351945,21.632671531119,-0.0369994958390418,0.0111498257839721,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.007377207622631,23.37846763015783,18.480156950310093,0.2439261293004308,0.2184793058260602,4.0,0.0009920950372015,22.142580291819105,18.25997138713968,0.0863104349575413,0.021624780829924,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0013766232925276,23.724469403344013,19.34982041036672,0.0912858131329117,0.0677039715241741,2.0,-0.2067877755905134,21.132510209355104,17.402554818011343,-0.2778407328632471,-0.3069006390227554,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0002711108048137,23.56629411969739,19.214185428619384,0.1811514249693527,0.1440922654581785,3.0,0.0002297128645653,20.421721930321453,17.228731288909913,0.0822733446114284,-0.0381231671554252,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0503755231147623,21.835947478034708,17.512009089937145,0.3488391031112532,0.3275485059376516,4.0,-0.0879339993893708,25.81776744615236,19.80211819316066,0.1456504037956066,-0.0372999093929326,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0036402365393951,22.836130430754213,18.070254708340293,0.1636385501467139,0.1127675024562749,1.0,-0.0249707278432953,23.997827614237348,19.34822294235229,-0.1864496576751455,-0.0833020637898686,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0071307747711615,22.69936351310818,18.47475716010674,0.0200427063159449,0.0574153548780577,0.0,-0.0055622567132254,24.421539838933143,20.30260117199956,-0.0806765864195407,-0.1232653061224489,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0591150482239593,22.95832433770039,19.1823539835612,-0.0382861446386973,0.0199771164267202,0.0,-0.0058919914842257,23.802774550461866,19.13659956190321,0.0123735142614307,0.0039230818702167,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0432452405753006,22.1037212287894,17.949048760596742,0.2835274202934591,0.2503769964222894,2.0,-0.0289444214962786,24.22054107599374,18.6787857654048,0.1369222061005515,0.1487782805429864,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.009453880329418,23.22994115299197,19.0122267417641,0.1859703243465295,0.1795920126154264,1.0,-0.083093466739047,22.91984913550982,19.866893332345143,-0.1691455382926944,-0.2357142857142857,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.009800902753002,23.718375375944785,18.607305393460432,0.1651688454519526,0.1756606174561269,4.0,-0.1213545610615465,18.106534738470387,15.62775659897748,0.1657969759926479,0.0967150496562261,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0806366782968907,21.860983617462743,17.45672035217285,0.3571048900965796,0.3645623318974001,3.0,-0.0904286287267344,24.62376877257003,21.135417991051305,0.1992386175562355,0.1867196004779555,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0544442145164218,23.5456236964503,19.374810626868044,-0.093628497227919,-0.0903328815609133,1.0,0.0046863797929336,22.94396586310611,19.148668612162272,0.07385551488397,0.091636565712698,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1211056578154594,21.35663068667629,17.421223617437228,0.4052611944466415,0.3775673345642408,0.0,-0.1109639444694507,24.94499484847939,18.558578591268567,0.1907338444293315,0.1883659439450026,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1653636482762088,20.967802787977064,16.62427280637953,0.4679947780568119,0.4239796077282982,4.0,-0.1424883842089919,25.03789236377491,19.66896327654521,-0.1434689124507301,-0.2191706469821971,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0400195101217459,24.33193870429395,20.502473944586672,0.1572501386838957,0.1709728229990361,3.0,-0.1303599331105476,21.383106522460988,17.96136117761785,0.0071466503517234,-0.0036645525017618,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0066070704542324,23.876281675722705,18.871157537307184,0.1028529060057618,0.1079420491418598,2.0,-0.0648594767636752,21.007634644537863,17.217732868541372,-0.0407171492107551,0.1077922077922078,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0579757980768673,23.39155129407709,19.452507708514176,0.1194369313646126,0.1102856497686544,4.0,0.0146322506942243,24.01416706298162,20.652075541178384,0.257361672486772,0.2458286985539488,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0043692132350485,23.20812843358531,18.621358646876377,0.1398237263938448,0.1071523996237398,2.0,-0.0007982661536209,22.560381061621506,17.60704848327637,0.0382630725754059,0.1439135654261704,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0882367968026813,23.95218063438012,20.472644438132264,-0.195437762268108,-0.1460007681258135,1.0,-0.3321094282414301,26.26861299978428,21.87840307447645,0.0341148797293044,0.0782496782496782,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0121217485777194,23.27625075203447,18.56800162433708,0.221750853685722,0.1905977560811693,3.0,0.0066894424665421,21.830831835214696,17.59691897583008,0.3149424312989544,0.2927541983556761,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0363643472822179,22.8582713958474,19.15068336189568,0.1354813922877992,0.1791749255978044,0.0,-0.0908535381104223,26.50861537518508,22.620968904997174,0.3893006426096853,0.3229018492176387,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0740963369153503,22.370246904249285,18.008268365108602,0.3482430977930881,0.3238176526298572,0.0,-0.2904429479282775,22.81949826648312,19.9771750386556,0.1925262754105953,0.0518925518925518,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2248884032738844,20.325583073478096,16.27566329744127,0.5968788196925978,0.5633280349823185,1.0,0.0273286198069652,22.702937339635465,18.19080428759257,0.1882331102487143,0.1403603994789405,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0616512967558353,22.83229400965401,19.285212636783424,0.0015157532665179,-0.0143186028557255,4.0,0.0131604917402069,24.789150203520723,19.26464102023985,0.2718750044462524,0.3233449477351917,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0101709560636831,22.76880623455601,17.713312788827075,-0.0175301752572564,0.0283790920135309,3.0,-0.1307866894117886,25.113647935621188,19.380447892409105,-0.0931548763869391,-0.1130367967215913,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0501028439159147,21.97747275811523,16.85102991210938,-0.0259539969238616,0.0369985207350985,2.0,-0.2549018480516143,28.10783841903618,20.662155504369025,-0.0746812993770267,-0.1625429004709075,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0218038659999448,22.981678517963584,18.79975095165019,0.1095184485789627,0.0950840109938511,4.0,-0.007860785670922,24.16710942361512,20.53426871405708,-0.0938447480699035,-0.1156785243741765,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0300647609893833,23.046354751971133,18.49488465253044,0.3194185770675521,0.3373350258783047,3.0,-0.0107507207167649,22.61588598175261,17.361024891056427,0.1208229248588643,0.1411822781685795,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0251912380273247,23.639336850775983,19.847953407191024,0.1005690462965059,0.074703472531752,2.0,-0.6367534563840433,24.33481591853419,21.1342571886848,-0.2974972956387073,-0.2006264808361169,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0523205661889327,23.66693148498082,20.09226820588112,-0.0362357099051642,-0.0783799829765231,0.0,-0.0366172908563153,23.46517819084271,18.98575562000275,-0.0539321209834609,-0.0096153846153846,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0006213860689043,23.40760465971362,19.19501409695843,0.0388088686343245,0.043934025728314,1.0,-0.0367344775496052,22.736620692664392,18.845055988018327,0.0391546765165996,-0.0431818181818181,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0742884920545616,23.0787816560062,19.60718640723596,0.0210685085334612,0.007415095112592,0.0,-0.0876137970665396,25.741219123646086,21.270847606043656,-0.2471043698552425,-0.2025887033819345,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0127470224021022,22.74226969894448,18.937693762528266,0.0202433100820143,0.0138899338788133,1.0,-0.0270638694741147,23.7420777237882,17.910951491533698,0.0414129446722769,0.1311513734658095,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0192964773395367,23.138553306595693,19.16589964722558,0.0719977499563599,0.090430862003343,2.0,-0.0413844738608231,23.96648867754132,19.916743883816707,-0.2444253515778728,-0.2048056765037896,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0456615495397623,22.766984147814902,19.024904860446327,0.0003136326609094,0.0328597948485081,3.0,-0.086247238487962,25.142267130332066,19.288689262390136,-0.2468759630790797,-0.0784240150093808,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0027836409445469,23.67971264401865,18.55292629653601,0.0880229657935039,0.0722353732366089,4.0,-0.017974256749818,21.22452627169849,18.24787648039044,0.0453052318919669,0.0499919367843896,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0128914070507117,23.652793916988724,18.692909759521484,0.0137510431172,0.0332684484106462,1.0,-0.0508985835685473,21.318851797587875,17.344128252394658,0.1779821542594209,0.1025122142025895,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0049350627226744,22.16945895730822,17.80385697007179,0.1012486508301061,0.0946027722184007,4.0,-0.0640427865467301,24.90515083154111,18.86541034460068,-0.0975402461193732,-0.1379578754578754,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0110784613307066,22.86474170614036,19.24037865847152,0.2387236789280609,0.2109099084262812,2.0,-0.2484259256830256,27.04846820517565,23.41916234458365,-0.1444553850556817,0.0177700348432055,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0041400086384735,22.300362741687845,17.698326357085126,-0.0336871047777579,-0.0136868344422543,3.0,-0.0337707086772731,25.66709210302091,19.84003035849713,0.0478286799941855,0.1104301572617946,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0133997161673136,22.668362190216865,18.33248513597058,0.1442916099122747,0.0617157533722553,0.0,0.0006965496065219,24.082927717371312,19.46545486037796,0.0562761628879332,0.1235182550972024,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0687534403336156,23.58048358345439,19.798771227551743,-0.0188945538054194,-0.00816352012173,1.0,-0.0484143756746264,23.545187071935548,18.245464457461708,-0.2333623755135257,-0.3097713097713098,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0510886235986201,23.51082580609313,19.56807265716345,-0.0029550982635403,-0.0191369212620895,4.0,-0.075062579926209,24.354269488299337,20.994763108995222,-0.1921576326645792,-0.2495388669301712,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0093850743562169,23.687985960974487,19.529022109087776,0.0441148912938845,0.0317304220866633,2.0,-0.2448361837009032,22.52351129450089,19.39682902800732,-0.0794511432916601,-0.1467611336032389,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0624305509775513,24.09580951981838,20.039987808519108,0.0034377042597776,-0.0360257692397577,0.0,-0.2243543149391749,23.64296809404725,21.472254834856304,-0.2806018787243543,-0.2330532212885154,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0095918879962488,23.46341721502972,18.77436318884363,-0.0272657649401732,-0.0357140292217074,3.0,-0.0596898453933294,22.826092923666533,16.58356998365753,-0.0220870905215151,0.1405102040816326,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0110490777429697,23.33927374407634,19.339859759990983,0.0118272611431082,0.0661946231290796,1.0,-0.3221780225152719,23.941606341062123,20.321650433010525,-0.1976719555166035,-0.2437737311180856,1.0
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nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0001583224942522,21.848422219854605,17.84242028119487,0.0225550828623274,0.00969192879051,4.0,-0.0618640634172233,27.85901270767263,21.08122721079234,-0.1976516500472928,-0.2031768610715979,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0103186404333206,23.115388880570865,18.489088843451604,-0.0811654178568638,-0.0588603265307074,3.0,-0.0429993476123764,23.45426091804601,18.85725630375377,-0.1481379670957182,-0.1328126266156128,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0015432269509561,21.28057806983068,16.94577667131095,0.0553215334039029,0.059443511737463,2.0,-0.1626218518908899,28.14575992180276,22.10033689133664,0.1025021296264355,0.0401248843663274,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.003943011244991,23.063383091843985,18.300101130198847,0.139674555462704,0.1808279304786558,2.0,-0.0164959715259123,22.941829066173128,18.77823133797481,-0.3693484224220352,-0.3320197044334974,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0204770509556463,22.875586125734173,18.517669398531,0.2436340927965415,0.1796589961675289,1.0,-0.0401623533177126,22.90839731984685,19.4217565947888,0.3356098918237229,0.2950226244343891,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0060116469799682,22.182303642765923,17.889547836303713,0.1187520676663155,0.116775175386069,0.0,-0.1048965156815084,25.881445628880105,19.674612630208333,0.1373806285776772,0.0316830078599789,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0013141613882817,22.95540399465685,18.64009323950528,0.0516407357672284,0.0051643906387598,3.0,-0.0051405189435953,23.46283676917508,18.328050231933595,-0.1525639358000393,-0.1022397891963109,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0299022387147419,22.889943617635865,18.28172237924429,0.3239596635049281,0.3120817054471842,4.0,-0.0125355854784132,22.83731614903141,18.42921501405777,-0.1670405845762098,-0.2050061695751806,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0048907395147219,22.986450795793925,18.53385445715676,0.0729704496691241,0.0774556020201253,0.0,-0.0305678160046276,23.517285085782813,19.122801641845705,-0.3400626404236803,-0.3406962785114045,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0024811937892137,22.280717065747908,17.88377901204427,0.0558874222754513,0.0645323712279103,1.0,-0.1205504901758123,25.122775814436388,18.79055380079481,-0.0539065077451424,-0.0309987780564666,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0149699897728163,23.1810101151444,18.698082997570296,0.1721998037812241,0.1120801597179429,2.0,-0.0097460496781898,22.249564468413567,18.03375397391941,-0.1721925687067809,-0.1523897625655257,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0011087847127611,22.87473870512392,18.156284866333007,0.009978508346604,-0.0219079373763877,3.0,0.0091455443146222,23.803621587286777,19.958520138389183,0.15293805089632,0.1408250355618776,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0057219847304124,23.595518112953336,18.981619928199123,-0.0669889746690793,-0.0767583542282068,4.0,0.0010201328046127,19.91386946313074,15.882169036865236,0.0968466391377274,0.0618803418803418,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0104084451493449,22.10095378470813,17.259541861794215,0.2489092463732194,0.1767863127667972,2.0,-0.0997060480592753,26.8165820171446,21.641082623130394,-0.1131039013634372,-0.0504431557063136,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0476641459092501,24.53550303706049,18.40309743212415,0.2096210764643553,0.200320527301157,4.0,0.0049029676594546,18.68371595487116,16.321105764288657,0.2508260414521688,0.2347083926031294,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.005786937476946,21.77050299572389,17.82019660949707,0.1207449287797484,0.100525067194279,1.0,0.0005727362622275,27.497410685274,20.9981246707314,0.1250107306534501,0.1132509027245869,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0103246218463487,23.56323528423058,18.5309764842244,0.1711035939796399,0.1806914589510294,3.0,-0.0210450570875488,20.417872666254485,16.874635768689604,0.2755191223120952,0.2528723055038844,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0726925346244196,22.26984910682692,17.980705179982372,0.3335135987246007,0.3148727418500546,0.0,0.0468303099618551,22.23536934847885,17.500046744095652,0.2594265876945092,0.0922420396104606,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0029916769694043,23.980492594906288,19.191317893684683,0.0894745737569622,0.0869334498690148,1.0,0.0058198236047288,18.685800007061363,15.803568801879884,0.2396757507552855,0.1747455957982273,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0153128763151744,22.599155693327447,18.225634790395763,0.2567747327507294,0.1991920273905074,3.0,-0.0190222975864617,24.21359789402098,20.33545292904502,-0.0909898133705199,-0.1756209650946492,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0245931688140463,22.463178831623534,17.620084136368394,0.3093802262510634,0.2480285336894082,2.0,-0.005076950076241,24.380078960149643,20.836818004407384,0.0715614771827548,0.1294452347083926,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0007062374395545,20.900017937478903,17.311637438489246,0.1672825093205112,0.1897896200741747,4.0,-0.0341288348347028,30.111406726464203,23.688596617046155,0.0690233563082563,0.0138964875806981,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0205293728067537,22.610130304306995,17.944064357807108,0.2521170997262991,0.2389827890994281,0.0,0.0148872075675512,23.80891792953991,19.5946409285696,0.174789027878757,0.1185031185031185,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0012088239354383,23.5147415023039,18.84752266326508,0.0888916276324693,0.0966149923442695,4.0,-0.0009410985445061,21.15250937996328,16.308381166960064,0.1230891686162367,0.16686727213043,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0011761484622356,23.15132910436267,18.4514776086188,0.1150084826536743,0.0737624726153022,2.0,0.0033312160600778,22.66978822018974,18.0495183764006,0.1278703123389882,0.0876463508042455,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.006222791811157,21.56643541080255,17.462863053160827,0.1100328112936691,0.1102690394360465,0.0,-0.0897838980132255,28.079222428657584,21.732382471184984,0.2904172102968839,0.2574679943100995,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0026065304936275,22.521041399874026,18.165066358888303,0.1877630389373971,0.157179951189873,1.0,-0.0073410844791905,24.75733695322941,18.98606947647898,0.2000080783522827,0.1309771309771309,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0153141061741194,23.206826742252336,18.9511632151418,0.2419997884014587,0.2455196411277935,3.0,-0.0116773705013706,21.786994326710587,18.170929216083728,0.2272835192673447,0.147827989933253,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0303092604733727,23.07732111244705,18.841317889721363,0.3175749434691446,0.2855239454923833,0.0,-0.0393678328529356,21.95922552674978,18.130911399439764,-0.2303586095042434,-0.2249822184250583,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0005801769710824,22.57681571491755,18.26779531800901,0.0419733615122903,0.0558056855493916,1.0,-0.0033265765362333,25.02696981484531,18.505955718191046,0.1319549488640233,0.0405952511215669,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0022644641569127,22.77158588987613,18.36871676556476,-0.0165308630328242,0.0024824026240203,2.0,-0.0191723761020046,24.32361137066587,19.0259542806525,0.082513251318091,0.1390742969690338,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0075449599272913,22.0367690830292,17.1750867194634,0.168819788501188,0.1543198112651667,4.0,-0.0997592376930058,27.01337141195797,21.69468702617445,0.2866135254325638,0.2298938614728088,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0102829262234107,23.34779747890082,18.590426507925056,-0.0682416909597789,-0.0357508399254129,3.0,-0.0101974553261487,22.559681162369365,17.12639660885459,0.0041121197320962,-0.0610603491639992,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0045301120494614,22.11894925939967,18.214188686222226,0.1080025464427129,0.0925389857464234,3.0,0.0016853022653759,26.677531455484868,21.262616830123093,0.1371759435701584,0.1839369734106576,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0123788807104308,21.3947750244646,17.465583478258804,0.2953157135126435,0.2707231743211066,4.0,-0.0361709448070035,28.51693310495741,22.123128180252884,-0.0020634642005864,0.0366560892876682,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0139673875323115,23.80547649147258,19.24403823357124,0.1638741826443712,0.1512460909492035,1.0,0.0032971797275304,18.777841649668883,15.962518816496198,0.295475294614273,0.325309114782799,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0094223581080158,21.49961135443104,17.38800309317453,0.1804082739210808,0.1766335241277002,2.0,-0.0648382520438937,28.38379299400833,21.646648174085115,0.1981371057006298,0.233614180982602,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0037320921057881,23.350217731890726,19.035100868522346,0.0178359350479618,-0.0026811919804111,0.0,-0.1401989517915527,22.071964317751974,17.33696742409154,-0.1163705438287285,-0.1209103840682788,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0118763345671448,24.21594180942197,19.137179078931933,0.1291597430219935,0.1061223886287255,4.0,-0.2289157006996278,17.356808999897474,15.007643271998356,0.2191350327452373,0.1894080315132946,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.019126411702921,23.91269146632939,19.84811595371791,0.1077674831095449,0.1224920299433042,3.0,-0.1821870408929335,21.66352177787242,18.674019948055868,0.0602536021143847,0.0977130977130977,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0021109688256142,23.111561635410016,18.260166952950613,0.1872134915432043,0.187724819221068,2.0,-0.0098937358689572,23.05569444635102,18.23383563794588,-0.2219843013960365,-0.1031841558157347,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0316297891915278,24.214627418369084,20.19280261646617,0.0945472488212742,0.067660779370765,1.0,-0.0837421298889453,20.45350368109972,17.572246270430714,0.0845429240282405,0.0449720976036765,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0185401674826835,23.49770581761204,18.3182856968471,0.1785597997392583,0.1638106441022132,0.0,-0.0023057222825058,21.724591109539904,17.078740595767375,0.0551881844612722,0.0635736951526425,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0237717808781405,22.315735805782857,18.47043660547826,0.1456061706160921,0.1196482904102921,1.0,-0.0372198877782254,25.98289763649145,20.64492725171541,0.2810977690045034,0.3399715504978663,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0134133295963163,22.823109412178,17.961209908027154,0.0258000370521857,0.0315483896406442,2.0,-0.0588074960601401,23.970836228283726,20.21757389670924,0.4132479086080391,0.3425976583871321,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0222197873417551,22.73005039686302,17.511921829619965,0.0644524315446175,0.0443530633301293,4.0,-0.0925665108070352,26.245335728698496,20.463242597078025,-0.1578237099747398,-0.1644600065652697,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0074061372885625,23.03805407397606,19.218769430185294,0.140026308776208,0.1079361376347803,3.0,0.0021026551107072,23.43785520272674,18.23079507928146,0.0503520294549261,0.0408140934456724,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0160157979692676,24.401157530155697,20.27179527381798,0.0117589340431254,0.0123857370984125,0.0,-0.1741521753566379,18.81269101291819,16.08539472479569,0.0545353259390234,0.1430134588029324,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0045282720340094,23.04501809503067,17.770588262979086,0.1860981032167093,0.1498199394104709,0.0,-0.043043195320606,23.86361379625073,19.51701102407355,-0.1028360451838899,-0.056570740781267,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0702170431719617,23.320176177117634,19.365067568692293,-0.1903293830512172,-0.1716818579100831,1.0,0.0043692702364913,24.38342596705565,20.57672362478156,0.1502416736589833,0.0848014005908742,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0117802506571924,23.77702320612637,18.348043803425576,0.1459051422292683,0.1177933724286131,2.0,-0.003560696431611,20.657462523892843,16.98508366233424,0.1211372308832634,0.1578025835669091,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0055741558040491,22.387778813628216,17.57674094361144,0.2296840489543367,0.2456989176653269,3.0,-0.044529570890792,25.90146452751576,19.695480928922954,0.0306617413099103,-0.1817485501696028,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0667707458311708,24.387614318395144,20.82748092155952,0.0312123034749493,0.0079844451180535,4.0,-0.1928759962972956,22.49971867628221,18.49117016440944,-0.0128516585268802,0.0171791224422803,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0069722812918002,21.80343959841612,18.09950599274078,0.1496459564672019,0.0979457321041467,4.0,0.0049482478315439,27.59673394271105,21.779769263016547,0.3506736583031389,0.3841776999671736,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0012409048365765,23.100860696939822,18.23282021361512,0.1925115391393709,0.171197205775313,0.0,-0.0020851769164744,22.94370187302,18.092575029072,0.1447467216034956,0.1471714629609366,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0024279683818171,23.33531777226141,18.85891962125704,0.1356356380631286,0.1099897483753316,3.0,-0.0230561008206604,21.719058484044965,17.33346734297903,0.2401604711203736,0.2084473137104716,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0004505499840496,21.978588869096583,17.735463913756533,0.2599554430300259,0.2405486595257545,2.0,0.0007732388375253,27.02458110863092,23.51227303354364,0.0700738661918082,0.0141153299048035,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0269651439770539,24.23633341417844,20.33741641354252,0.235788728568197,0.2085546781625667,1.0,-0.056588234847076,19.84324303021557,16.378385322972353,-0.1301343494325506,-0.1799978115767589,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0006598147162926,23.756002910970658,19.02696972735517,0.1623637504076145,0.1211597479153378,3.0,-0.0074067316425399,20.124469521265823,15.543076284308178,-0.1328327668443542,-0.1154393259656417,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0124981883776165,22.56951787381561,18.96011401287921,0.1580701660771215,0.1457210520743035,4.0,-0.0001208225956523,25.519017568433025,19.76177950808876,0.2218551526586464,0.099244993981836,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0071119172176059,23.10902100337823,18.14390887570072,0.2801431363632327,0.2715384925014427,2.0,0.005959059779901,22.503247469654458,19.04365129571212,0.1714825450377525,0.1618338986760039,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0301046493319228,23.990267014180485,19.842961677452188,0.1171552767547778,0.1140280622034452,1.0,-0.0346962000608652,20.977837450743174,17.92596855565121,-0.3727764762250314,-0.2907320275741328,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0207975905795588,22.613901721888656,18.421877261075107,0.2837551715874442,0.2439722417546714,0.0,-0.0064441978898432,24.02900106257881,17.893446020829046,-0.014969053651698,-0.0179460524424657,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0274363169209552,22.826324999310312,19.09417175292969,0.1474293577540108,0.1293314757741393,1.0,-0.0500272293488837,25.7893710526784,21.37526357148824,0.0300301013452882,0.0163037531458584,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0009941666114012,23.129548893411183,18.55156758791441,0.1551702186620402,0.1161538663741702,0.0,-0.0232850625646208,22.952306518414176,20.49463598552503,0.2661248599783128,0.251778093883357,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0050099006536774,22.4209661903122,17.709772930392973,0.1290575672437582,0.0931764265202905,3.0,0.0114307503681809,25.17594731719176,21.13412231445313,0.1983700901326115,0.2716927453769558,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0121891533484477,23.75645970897004,19.34293438899053,0.0600453840305398,0.0490845018359249,4.0,-0.1137185319188043,21.5822296048103,19.38702396593596,-0.017096927484437,-0.0156472261735419,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0067438725757782,23.80146038412437,19.51879215488185,0.1411152934081034,0.1272385402269573,2.0,-0.0868729929789291,20.88493626117576,17.961267286601817,-0.3508372950808684,-0.2463070357807199,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0109084985724616,24.0919362953507,19.86206495309805,0.154549277638134,0.131275012978997,4.0,-0.2085946235930158,20.26701393696442,17.775984215987357,0.2431616869628297,0.2541853594485173,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0017577746953856,23.292204707855,18.78924347022911,0.1125850087146292,0.0421187694427035,3.0,-0.0258813322698998,22.54627740068481,19.51445362291837,-0.3956328661943526,-0.4366998577524893,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0088373085786365,21.891622828979465,17.43898113795689,0.1849149873569544,0.153311077669408,2.0,-0.0470361274568826,27.274643416387647,21.41656469646253,0.0824262137292911,0.0257139730823941,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0140070006683516,23.8505975425902,19.696943788404585,0.1390372101728951,0.0990826110101159,1.0,-0.2397803686397461,21.80150567663747,18.993006627936115,-0.0353112117864739,-0.0075500601816391,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0076503666662375,23.243214294319504,19.173570922257063,0.1385433726484365,0.1211842916979566,0.0,-0.0219546617397765,22.99336967177864,18.968410415649416,0.0757878744744187,-0.0248386037859722,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0003105528675011,23.05132964494153,18.60462910738858,0.1562734342033098,0.1812022484555417,0.0,-0.0041285616526667,23.234182167960128,20.063696076242547,0.2170641466196546,0.1353539774592406,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0012690295464194,23.13462367146926,18.36911780221121,0.0639687799529957,0.0940356572541371,1.0,-0.0394550437698391,22.87875979235895,18.34796481885408,0.1495033908421164,0.1725571725571725,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0163710437023094,23.85597497066571,18.53925458338353,0.2555601902106303,0.2766854394073563,2.0,-0.0229940761392104,20.75609606123537,16.334144046181127,-0.1866441392612572,-0.190502243133822,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0140649130351075,22.45005677054678,18.96002026545537,0.0681434562913295,0.0800661097826812,3.0,-0.0039845442265515,26.053954010851893,19.70103565416838,0.1132483652352525,0.0425648320385162,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0154276933020514,23.140089599955,19.511974321836,0.1513309280083953,0.1193919997898713,4.0,-0.0220638483370432,23.771017832238588,18.458683989675425,0.3123720949144078,0.2673158988948462,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0228784476699228,24.09729599792609,19.992720590566663,-0.1010431368463416,-0.0977846486973466,4.0,-0.486316039598921,21.74448714327127,18.95676334983424,-0.0045930605357258,-0.101657821457626,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0089222195982315,21.79241274269837,17.561693670099434,0.1964722762140169,0.1653385292381093,3.0,-0.064818321687768,27.570511408224487,21.14478839271948,0.0489234188164348,-0.0281212386475544,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0035057009611797,22.926050370896043,17.9612546876189,0.1148968995792021,0.1448582968681308,2.0,-0.0018102123354848,23.54030400793188,20.617116614893867,-0.0299344742590661,-0.0563518984571616,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1202948179305678,21.82371686500466,17.63509027159059,0.4894425651797947,0.4419156738149237,1.0,-0.0152554378091718,22.453937188245373,18.70802494249845,0.0094957491113058,0.038406827880512,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0193072751346508,23.569177406631443,19.38554909545105,0.0756879140498187,0.0110993553305313,0.0,-0.0038675330048192,21.92777097412541,18.42105722527755,0.0081138905079933,0.0158660684976474,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0051450402765128,23.88185784598207,19.446034222887707,0.155299560198887,0.1521873418721783,0.0,-0.0067982093086167,19.18777576432212,14.982723717940482,-0.0436057900713922,-0.1079986869460553,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0139772972662899,23.3777213540441,19.232905978908786,0.0353033657739141,0.0619335632828053,4.0,-0.0271703083303367,22.786734626829823,19.073419109143707,0.1304840858019126,0.1517671517671517,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0028331690403365,22.352981463961893,17.81940848808784,0.1020130070552681,0.0894437836382646,3.0,-0.0550633875551804,25.79897860076715,20.45525646812037,0.1828650157902805,0.1163146952620636,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0106252723289537,22.069020240284164,18.23824136312906,-0.0600043197260146,-0.0311557392670508,2.0,-0.0156315665116524,27.003258930021595,21.03563533582185,-0.144236632493802,-0.1670861144545355,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.0170543864286505,23.45504447598405,19.256824663831043,-0.0312631488354643,-0.0311771224290745,1.0,-0.0098199734598491,22.438520075653145,18.919884619461865,0.33338069824438,0.3863661232082285,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0153130295480921,23.526592262198506,19.55146821554605,0.0563276798864877,0.0553867486141851,3.0,-0.2093376030984468,23.21668198423928,19.50170739826403,-0.0956003473336794,0.0528504212714739,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.009180910398836,24.181587884438606,19.637074777182047,0.3125245996732452,0.2282220562910311,1.0,0.0042589597623042,17.233366915369785,13.92110321848016,0.1536661631443103,0.1473903052850421,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.00999960108476,23.651126827542523,19.47891778921152,0.1302133337374418,0.1599467046942771,0.0,-0.0322918672138163,21.44244659226004,18.0403866496839,0.006152118002427,0.0375314585840901,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0129124995884073,23.14178217597732,19.0665668428099,0.1192046107718854,0.0540460616296473,4.0,-0.1368422689782054,24.391061229513465,21.01119822050396,-0.1161965040060576,-0.1318525002735529,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1002872894159934,22.09650588377845,17.779441367805777,0.4433675343843896,0.3947302705514261,2.0,0.0027951277700645,21.86306945761624,18.68910514429996,0.2017144460148691,0.1896268738374001,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0039109640956577,23.29291975196596,18.38916204080953,0.1992991374471165,0.1469052136983825,1.0,-0.0186651573777414,21.879790635663344,19.03833968714664,0.0303861991506688,0.1189408031513294,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0047525989962389,23.873461780858445,19.62459738297896,-0.1653141692280023,-0.1269001048989081,0.0,-0.0463387765868374,20.066410671899547,16.236306224622226,-0.0734805349813639,-0.0246197614618667,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0088872460518697,22.358355010147484,17.85493721206467,0.1404214060028965,0.1332890849036362,3.0,3.4110045805557654e-05,25.425711441795432,21.109925127531348,0.0213902491838219,0.0543852930725943,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0099352931123039,23.221963772804948,18.510736134516726,0.1929938420107919,0.1450684672696058,2.0,0.0049463189217616,21.924077938681048,18.46302094308953,0.1033653163521177,0.0130211182842761,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0034130942036014,22.690588620317765,18.24478821989777,0.2728339207443865,0.2538671512089632,4.0,-0.0050332573190092,24.40466540871981,20.22323993482088,0.3414741869564088,0.3378016090847057,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0026436895191369,21.815339808655267,17.495081520575983,0.0940906339486361,0.071118887437673,3.0,-0.0197729396718917,27.47976551867845,21.80382310164602,0.4239061692766642,0.3910926306669058,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0079177685353906,24.39463975045536,19.94944323750285,-0.0644474892919526,-0.0576933660927339,2.0,-0.1609196737601153,18.01415092855001,15.989663391113284,-0.1058612429524951,-0.0677316993106466,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0019302665395088,23.48241280312772,18.936857333492924,-0.055214777188657,-0.0768082643800125,1.0,-0.0037845599003907,21.42924671510517,17.234049281070106,0.0750166595139665,0.0678448324044436,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.01145365981191,23.58770580594805,19.06799334538448,0.2267440777703868,0.2050472823339671,0.0,-0.0803120575413505,20.32235596838172,16.899233651412157,-0.040735174134559,0.0736404420614946,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0154802091303589,22.60107241952296,18.29937415283996,-0.1499753175603783,-0.1395665570587532,4.0,-0.0667132684446765,25.18958819146267,20.44460938303094,-0.0415652773765665,0.0055804792646897,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0069358015897138,21.58876713519408,17.67428661395977,0.1481480104437928,0.1317875942198386,0.0,-0.0039862510501971,27.94305908837182,21.304599211843392,0.337712754602105,0.4139402560455191,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0080032308657804,22.02166613163235,17.60463282597529,0.1575685707286917,0.1824723501852355,1.0,-0.0191918107184485,26.78209942950422,21.61574827495374,-0.1339101403602392,-0.1292263923842871,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0015017800378483,22.96170287042873,18.726031577370385,0.1455067144795964,0.1446597451717803,2.0,-0.0503453103263618,23.771027833739524,19.64438783746017,-0.3229830680673908,-0.3226830068935332,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0057068253719729,21.9397021356908,17.78936245113224,0.0324114328615913,0.0183822653607965,3.0,-0.0082761564110671,27.354930632687143,22.835156515021072,-0.2488878333274349,-0.2585622059306269,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0023719972423756,23.80828322964374,19.44436321010837,0.1091389429265104,0.0969089897968814,4.0,-0.0040615309714835,20.015196698892844,16.58877753809879,0.1083753385846997,0.0543823175402122,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0040242810508145,23.035928438149043,19.336089516181453,0.1767278114191675,0.1678834994843595,0.0,0.0064292278890741,22.88560253157541,16.295309693185906,0.1770382565775553,-0.0149906992012255,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0069614960105062,22.836215581717525,18.57434042398032,-0.0342527465869637,-0.0601199145370477,1.0,0.0043445086111145,24.26619614750718,20.16451636464972,0.1601821362397097,0.1675237991027464,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0085949602685529,22.1186864498502,18.040522241963966,0.2733147046360042,0.2601795514425492,2.0,-0.0645931596375368,26.63121483779093,18.78180106715152,-0.0026059951923325,-0.1134697450486924,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.038258968510117,22.75368859856731,18.19743638273957,0.4109986731005951,0.3518235271895042,3.0,-0.0775142753760322,22.61681636575652,17.887904952199833,0.1205634312249383,0.0959623591202538,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0027611243845917,23.67943464437969,19.46993603396725,0.0935284172962127,0.0402063794954664,4.0,-0.0002927400006365,20.58965695663261,16.580001104254467,0.0407043556633621,0.0018601597548965,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0149430782664481,22.46873265550872,18.066778651646207,0.1453130350320955,0.1257565501969877,0.0,0.0136912618042408,24.39157596915277,20.209535293579098,0.3417844388442876,0.317557586512412,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0965235216187317,22.050304775127152,17.604029988870995,0.3224332918791274,0.2364447204506726,4.0,-0.090509230838039,23.51830865853357,19.47430887322676,-0.0770093435026867,-0.0432213590108326,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0359177912555058,22.14723983733334,18.036755872453963,0.230337525552696,0.2220415043292785,1.0,-0.0026317082294935,25.106566272185468,20.88512938248484,0.0558660775862254,0.0683882262829631,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.008842663686478,23.25174276804238,18.56515867158964,0.1406081796171309,0.0694595726853791,2.0,-0.0680163967204168,21.61114579815526,18.56781846698962,0.1828403842676524,0.166429587482219,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0168879735658185,23.268071188175185,19.241039268196403,0.1208861206450594,0.118984563418946,3.0,-0.0265269268429377,21.76628708178053,17.550640106201172,0.1812334924711724,0.1799978115767589,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0687294747062398,22.32104091210996,17.529099263773332,0.3701143152849011,0.3211466695801617,0.0,0.0205533539618344,22.607950017274668,19.54419508281507,0.1545329322125939,0.2301127037969143,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0350513002140657,23.656779501013563,19.26012681936289,-0.0353692768786777,-0.0359201161851297,1.0,-0.0236187640537135,22.5793361196702,20.14098897432026,-0.0929161751154282,-0.0893970893970893,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0217828793196397,22.32817224495556,17.383071651706448,0.0575222737321776,0.056237765604134,4.0,-0.0147708468443101,26.846628749515247,20.683058463648745,0.3297560769625606,0.3292482766166976,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0098642184245675,23.166244017119645,18.782701046435864,0.1712492474641212,0.1425469887063859,3.0,0.0092846371345404,22.1124903330941,15.464232864379884,0.1140850825001251,0.0659809607178028,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0311077333147484,22.825371118527244,18.563700107723086,0.2241711160269907,0.1808953257317425,2.0,0.0478321275859654,22.069013651388296,17.218175550761977,0.3116550687068126,0.2187329029434292,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0216230487155595,23.771389583827204,19.9068600553042,0.0300312854009038,0.058099112183083,1.0,-0.081902878982947,21.805550996813643,17.72380121733013,0.1694645168674769,0.1616150563518984,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0051507256100373,23.95371084642924,18.67923231347815,0.1273743078443855,0.1241679789253848,0.0,-0.008232597450293,19.02416659969419,16.62875939620169,0.0848942554221712,0.0454097822518875,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0297650449027346,23.09736886351973,19.45213000012683,0.1305978631476857,0.09353950489922,2.0,-0.1005690218566615,25.35971303631862,21.001608770270096,-0.1083178081152278,-0.0896159317211948,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0099921639995173,23.25589415352681,18.13701649158032,0.2236784563537433,0.2183430003557587,3.0,0.0066774756526991,21.651975606738667,18.63952579297518,0.1181167510645048,0.103189801544178,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1051830571798847,22.29043964880966,17.935290211268835,0.349538929036305,0.309515027900437,4.0,0.0176621959016953,20.31273963710304,17.216816354048877,0.2694252045951917,0.2274865959076485,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0378661860407938,23.68689084656961,20.2686599850345,0.1454645759465195,0.117160860840097,1.0,0.0438188904063822,21.747732240570187,16.44619361877442,0.3913025686434624,0.4459156323356578,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0764949067640974,24.1488938243606,20.446931964824724,-0.0329662388007663,0.0103715471644211,0.0,-0.0597624587131346,22.867607387782083,18.52056466353567,-0.0955235168503095,-0.148703359229675,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.1035995581695214,23.41753611690153,19.795165641091085,-0.0807492177732685,-0.0520237529029391,2.0,-0.0405263297227955,26.42707404209621,21.960078028628697,-0.1324510622718532,-0.0828318196739249,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0106768476854621,22.9704456015466,18.256850637460687,0.1856843842549916,0.115058059683012,3.0,-0.0304975524531205,23.251898873656607,18.196619640149567,-0.2194351261925746,-0.1349162928110296,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0077779372937756,22.40214974020846,18.559016899009805,0.1145127130713961,0.099159745319653,4.0,-0.0485062064135002,26.44635010055384,22.301850726478985,0.021272458914061,0.0338111390742969,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0090545218731765,23.558431164394463,18.09166859812551,0.0852279757686576,0.1079756556571676,3.0,0.0040431100575875,21.44164212381651,17.98129188939145,0.1818329248950618,0.0517562096509464,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0201028658685984,23.150543735509903,19.332483227222,0.1940541800393537,0.1354955937729779,4.0,-0.0730061784516438,24.484011016118885,20.402292717381528,-0.0710208942189534,-0.0237443921654447,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0104643441576693,23.16856842562473,18.64538491682573,0.1731828469687318,0.1575777887856188,0.0,-0.0874365160171504,21.80081564636281,18.013036418714023,0.2739945946143069,0.1338220811905022,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0009548733693256,23.839529724353863,19.641570007522382,0.2014018783019722,0.2008480590916879,1.0,-0.0693263449653196,20.18824074000741,17.360526339882302,0.021153008388527,0.0872086661560345,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0450078550830712,21.81484440317152,17.81266249025023,0.2403313262325836,0.2329238159705057,2.0,0.0047009854258931,25.844838305114063,19.056364553351152,0.0829335422823143,0.0885217201006674,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.05487560875073,23.586681967749264,19.84382475320395,-0.1612740708023789,-0.1769143127515754,4.0,-0.0550209888760333,24.14189630882521,19.87780265808105,0.1352656150640705,0.1023087865193128,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0431112822368897,23.60106182165776,19.304709318086697,-0.048354807453724,0.0269778735764734,3.0,-0.0225873535661857,21.99951742786065,18.46951703523334,0.0583527329711819,0.0049239522923733,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0104861382093528,24.4302379490624,19.692003560252004,0.0471349085126913,0.0346386915368397,2.0,0.0011532666589277,16.535590604521243,12.330044057745685,0.2156221703667541,0.1279133384396542,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0597151470946628,23.3739180383362,19.723718245865463,-0.0909193500401102,-0.0936429299579983,1.0,-0.036133127182885,24.8951597007227,19.71070427744012,-0.1276594708558089,-0.002079002079002,1.0
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random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.083966652261923,21.3528680833185,16.994465839336446,0.4209933229577214,0.3666661464191634,1.0,-0.1299285366064999,26.923287263791288,20.694085295827765,-0.2390363760445075,-0.2215778531568005,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",-0.0028958841091486,24.032024062427126,19.527406420026505,-0.0382611274053958,-0.0619747881903238,0.0,-0.1303194673824481,19.335285823754766,16.618037691618266,-0.1793590922093798,-0.221359010832695,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.011931098105217,22.11063622227413,17.51426031236525,0.2054329333864718,0.1820813427002345,1.0,-0.0378179228541295,26.60315580455768,20.51849713777241,-0.0200795313072233,-0.0005471058102637,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0053797387832796,23.49703798613804,19.0969577313708,0.0808261562954325,0.065449395745664,2.0,-0.0078170181098129,20.90684149065217,17.267383812352232,0.1188795433863098,0.2329576540102855,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0012323518871732,22.74723422552055,18.08389004794034,0.0476182729946835,0.0371687115153848,3.0,-0.0042598763932693,24.27505316828536,20.237232352808903,0.1166024716070087,0.0705766495240179,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0088607690208274,22.69264793862953,18.30107147514046,0.1970778360268718,0.18116296797706,4.0,-0.0244248090544001,24.11055821900474,19.759909121864723,0.1043889864911572,0.2204836415362731,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.036648116337586,22.548969617868742,17.816657707907936,0.252537286979575,0.2330831761639725,0.0,-0.0054319782497351,23.550612852215792,19.72834043000874,0.0462472758355912,-0.0173989166972686,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0116623046630336,22.87534936329053,18.47160182308841,0.1522317392983342,0.1250041072216497,4.0,0.0219889278836847,23.011970114885,18.464586177625154,0.3527831567060096,0.3617661547243399,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0452697346355112,22.60568954212208,18.21876462862089,0.2907784806859763,0.2472516504890587,2.0,-0.0212414039032251,23.01078416907798,18.373780826769377,-0.0190107894079577,-0.0405952511215669,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0069704696117189,23.59867715671783,19.25666065860104,0.1037633136175965,0.1046619466441811,1.0,-0.1054647183380104,20.73680343433368,16.981873176976258,-0.0480155751494602,-0.1362293467556625,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0132984711689255,23.24228578081159,18.977963638305667,0.1633524766551011,0.1398740067707742,0.0,0.0171135008086791,21.51319576909489,16.3436840338456,0.2282931716068726,0.2025385709596235,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.014455124482687,22.576817083169235,18.31561345088017,0.1792134009350544,0.1810691745888669,3.0,-0.0073680844953796,24.477165903896648,19.02952540748997,-0.0694767069083074,-0.2117299485720538,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0312043603954933,23.25940812845078,18.66661309180321,0.2450794730171839,0.2518170347835771,1.0,-0.0354423670456482,20.735180086388887,17.36929248609041,-0.0069872241829149,-0.0500054710581026,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0045154796696972,23.04691700429424,18.56575085330319,0.1337545498841125,0.0940668721373935,2.0,-0.0172954300074068,23.038931773711028,18.211173244275543,-0.1554539530837263,-0.2373345004923952,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0148926707190708,22.631129005524567,18.52537951382724,0.2132111274574399,0.1999047126181851,3.0,0.0141695842467474,23.97631998337363,18.116425207037675,0.2476652509878103,0.1614050448331522,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0087200641892069,21.46666893182333,17.606560774964173,0.1166408852518512,0.098256238048118,4.0,7.850504605499964e-06,28.21601886266218,21.731798027440128,0.2018913788298525,0.2221371125500332,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0026281106023016,22.284226079070088,18.178072793143137,-0.0310926383647647,-0.0096749709208849,0.0,0.0010275384123819,26.13005218830145,20.398797173751024,0.0322648010342495,0.1589889484626326,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0064375556571377,22.96111673765784,18.26709960640251,0.1013483648842347,0.0744014956858749,4.0,-0.044450113399312,23.43286945047644,19.87071559705232,-0.2137548418510303,-0.2294561768245978,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0079343261222049,23.20825000190948,18.527974542394865,0.1868669272877212,0.1235402934857848,1.0,-0.0048701244208275,22.189101891870244,17.656484631990132,-0.0454419317609914,0.0103950103950103,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0336377875776039,22.487549968501654,18.198121415175404,0.21869452200734,0.1929409947868746,3.0,0.0437851131930863,23.343281560028583,18.702047870033663,0.3201284329806208,0.2983915089178247,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0008894225358999,23.12622129747474,18.53361615069501,0.0358190427177296,-0.0287045730663851,2.0,0.0084817012112002,22.7361145864367,18.37330395347193,0.1822072813044175,0.2025385709596235,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0332983926753278,22.296995856603505,17.87140590420017,0.3258037785068806,0.2835836956585197,0.0,0.0209516560785052,24.344956428866784,20.83748129192152,0.2704824551987914,0.2018820439873071,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995864299044,0.0006404311241341,0.0004409211172777,0.999999862681196,0.9999499057153683,1.0,-0.8341375365745669,1.0098302212372252,0.8179671836750847,-0.0280400530428935,0.0523671172216777,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999617888472,0.0006494260658362,0.0004451517072217,0.9999998565102536,0.9999665401424706,2.0,-0.3589108054842032,0.9359013492043312,0.7705053604410051,0.310702145315168,0.306780402409227,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995448558796,0.000649303708558,0.0004519312314584,0.9999998468561008,0.9999538958044936,3.0,-0.0418884870078608,0.9868254004678166,0.7673544596672057,0.2724546083977667,0.257522276289152,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995533434972,0.0006493173719986,0.0004338538728911,0.9999998366835684,0.999960635345508,4.0,0.1081196927919005,1.0181689699188772,0.842949720849382,0.3584762949955331,0.3435096854542293,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996690885103,0.0005728041455155,0.0003993095695108,0.999999896674768,0.999962327111395,0.0,0.1229279415274219,0.9494554439981926,0.7850892223252193,0.4085872101630802,0.2412656067374919,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999995397288935,0.0006816646488659,0.000491431166854,0.9999998463485078,0.999958925709522,4.0,0.2044712202636472,0.8722935830081912,0.6883193901005914,0.5617779331998585,0.5343009931245225,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999583821281,0.000651131353141,0.0004562708395945,0.9999998567030056,0.9999642502497614,2.0,0.1144783526889295,0.9067145323300744,0.7354554310265711,0.4824642936348047,0.402598424501276,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999994991729104,0.0006733784812858,0.0004471339197719,0.9999998400690396,0.9999582549370808,1.0,-0.1795023386651806,1.088715646572872,0.9082906159332822,0.2326655158851912,0.2488934470335594,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999995288941694,0.0006290962610763,0.0004409194143512,0.9999998486355094,0.9999604470096264,0.0,-1.0302410771317303,1.264965549666392,1.0240735997873196,-0.0644199491867395,-0.0053484107579462,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996402678072,0.0006185096005142,0.0004154750628349,0.9999998782748956,0.9999620672105668,3.0,-0.6285703613226881,0.8426223618925895,0.7330303180217742,0.0014462202140886,-0.0218846551761896,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999992698712714,0.0008487581008642,0.0006242195698393,0.9999997088197558,0.9999537092262604,2.0,-0.5904300719048763,1.2803946358721807,1.0574907183320557,0.1798856456071731,0.1396062824713899,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999989444117844,0.0010347261863888,0.0007244653224945,0.9999995506941616,0.9999608863856028,1.0,-0.0049811605969067,0.9779720875785444,0.7755850510370165,0.3838735817484859,0.3594440240740129,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999990328665422,0.0010214547967501,0.0006836134433746,0.999999572664716,0.99995999742204,4.0,-0.9644577263207824,1.1645149742901224,0.968366300719125,0.0674850932328405,0.1173467329064042,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999990433739818,0.0010064321021929,0.0007133787943993,0.9999995829885352,0.999963305238306,0.0,-0.1538844575731626,0.8762737846906351,0.7292347769737244,0.2639427150936849,0.1230529625480209,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999989827727004,0.0009315305103365,0.0006254458894916,0.9999995586208664,0.9999606294100668,3.0,-1.2820961254273715,1.3297292134258691,1.1035109077355802,0.0884437487163052,0.1578015083755835,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995678252734,0.0006192974336545,0.000423848611467,0.9999998652322536,0.9999558694522764,0.0,-0.1899258090841928,1.0533635908914707,0.8780472717114858,0.2840166567035255,0.2865785931059669,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999996016140308,0.0006208458221193,0.000437106327577,0.9999998598705276,0.9999465164953834,1.0,-0.0119069301904031,0.9867358881475368,0.7734532470703125,0.2950026160136855,0.3257519980072777,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999996050162328,0.0006475096470162,0.0004304608811427,0.9999998488349302,0.9999498279272608,2.0,-0.653750850151755,1.1171274052534996,0.9221850971742108,0.2026484867464727,0.2609911425229165,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995554680984,0.0006999835967081,0.0004999372558872,0.9999998382542574,0.999961496075794,3.0,-0.6493843859055144,1.056855363329098,0.8760526830499824,0.1881943291755817,0.1981816225484657,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995109948672,0.0006905317457126,0.0004676040325289,0.9999998355290952,0.9999572786499856,4.0,-0.270699095487009,1.1917955312298116,1.0154125071794555,0.0518987315231971,0.046867092051023,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995977798862,0.0006421664740304,0.0004272762177482,0.9999998658313975,0.999964003851576,4.0,-0.2056766036534123,1.0709989155150792,0.8567464246171893,0.376137831359626,0.4017327774058679,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999607286742,0.000636581276448,0.0004566542360166,0.99999985174217,0.9999564298629512,3.0,0.0269491675959648,0.934098840378308,0.6925884541651097,0.3338254085377287,0.2765920376339402,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996392076286,0.0006386979716666,0.0004313271114791,0.999999863258535,0.9999600438604092,2.0,-0.7968399626233722,1.0777746465337892,0.865208971058881,0.0922021522471544,0.176162249247413,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999619548197,0.0006397844448943,0.000441244532985,0.999999865911004,0.999944923739007,1.0,0.0719553317729464,0.9001156611769064,0.7133770392572178,0.4499501456413818,0.4512068268021612,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999994862360736,0.0007141144473765,0.0004781457645441,0.999999826790014,0.9999681685791966,0.0,-0.0161105517546877,1.0120064220503904,0.7609208240875831,0.3326085385859376,0.3485346970096946,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999098932958,0.0009503772737529,0.0006299812370731,0.999999625325492,0.9999543655991912,0.0,-0.0618633073323597,1.032583720996843,0.7951743777359233,0.2064622497154341,0.2493629457848015,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999992509188432,0.0008354140665738,0.0006028315510068,0.9999996755154372,0.999949704623972,1.0,-0.1865378986360826,1.182927417002123,0.9452396578972156,0.2444282532759546,0.2476519817770299,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999990735892949,0.0009670193742732,0.0006988531075991,0.9999996110699958,0.999941278369837,2.0,-1.4641588618986423,1.1786281712096642,0.9365408635139466,-0.0849223860744782,-0.0808200380453415,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999992955730688,0.0008817350336716,0.0006473346724026,0.9999996970103412,0.9999554773427972,3.0,-0.3149362749524842,0.9427474149251616,0.7806481741975857,0.1879362157707194,0.1124580672191123,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999988883813064,0.0008447861078446,0.000585841671113,0.999999584670856,0.9999543655991912,4.0,-0.2512791381631885,1.1453053109024025,0.8961270018184887,0.2899711555661627,0.3126711907435561,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996005433126,0.0006646565954806,0.0004725849166397,0.99999985923002,0.999937106698424,1.0,-0.8004072104290816,1.1232803968859106,0.878890800930205,0.117694129249787,0.1855954682495846,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995547107636,0.0006045984133943,0.0004077690664459,0.9999998750535268,0.9999499057153683,4.0,0.0634423150251601,1.1017838152911867,0.8361143382958003,0.369648133771297,0.3593560405904797,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999578310126,0.0006714499716627,0.0004506373251638,0.999999856958246,0.9999629395987844,0.0,-0.4581999403221319,0.7876181353685019,0.6416927583797557,0.11996681628507,0.0573867682478193,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999606242358,0.0006110750618356,0.0004119905248865,0.999999870578367,0.999963034384171,2.0,-0.0205789681414834,0.9002727086511055,0.6713302432863335,0.4260162408460061,0.4246238087309729,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995215001622,0.0006326188849479,0.0004437003507242,0.9999998514194872,0.999958105532146,3.0,-0.9951049847216338,1.2131897747766165,1.0227451905451324,0.1210444917713158,0.1204792910924071,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999606333006,0.0006151551418903,0.0004163215248673,0.9999998567029652,0.9999634175339636,4.0,-0.0725761513549827,1.088959078105263,0.8970094132841677,0.2783723396697695,0.1964444883043058,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.99999952328184,0.0006617943102386,0.0004558190599188,0.9999998408580312,0.9999589603844417,3.0,-0.2552777227559122,1.1107075970079014,0.9023814043706778,0.3343296915579097,0.33016100082412,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995425129424,0.0006702919292791,0.0004569746582371,0.9999998460023554,0.9999643380166704,2.0,0.113981254325382,0.9698919370931656,0.7851009253093175,0.3962090584896755,0.3853211018623559,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999996421581474,0.0006086151923752,0.0004270268028432,0.999999879783234,0.9999517345242014,1.0,0.1804708348564913,0.8757804152738662,0.653106401562691,0.5532899996674104,0.5405563128363507,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999564907604,0.0006708943376723,0.0004644921677453,0.9999998444000032,0.9999584518276096,0.0,-0.1017310566515399,0.9901742954304722,0.762023865718108,0.3031000576132433,0.2710312293827295,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999989811558622,0.0010034202135511,0.000694810640381,0.9999995519086976,0.999968518107983,4.0,0.2423562303144616,0.9148846393747704,0.7688635088847234,0.6011052901291496,0.4229059829059829,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999993085270356,0.000821164680196,0.0005873205926683,0.9999997058851706,0.9999606294100668,3.0,0.044107818049852,1.0064788158560145,0.7853596827922724,0.4884879023630783,0.4923069136552282,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999988123180072,0.0010247928629647,0.0006856405882187,0.999999487798168,0.999959776824872,0.0,-0.8401412149337719,1.1286169472133896,0.9216650603612264,0.1948535749423235,0.1606407841734797,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999987361710244,0.0010830862948418,0.0007432292143503,0.99999944935301,0.9999511077429486,2.0,-0.1699126656531657,1.2199615247915594,1.00434876930146,0.2156507725739024,0.1810519514828019,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999989973610685,0.0009673052034893,0.0006971313721603,0.9999995895883588,0.9999577999294468,1.0,0.2396953631724545,0.9605480786128288,0.8043299323320389,0.5203647518275335,0.5142903719699031,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996320063308,0.0005809190273057,0.0004073246955871,0.9999998877534196,0.9999626643103569,4.0,0.1841150940009741,1.0017823369561465,0.8216399522054763,0.4382580222708523,0.3867909238249594,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999538336332,0.0006702503127931,0.0004369374854224,0.999999826366801,0.9999661055680256,0.0,-0.0484045430383044,1.0602456647890646,0.8061130479665901,0.2370546380177653,0.2564835967605731,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996096916172,0.0006497125621154,0.0004339833455543,0.9999998507283708,0.9999566184568982,2.0,-0.6297156083525828,1.102096337579628,0.9059297694330632,0.0814813080976461,0.073184271430332,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996421794124,0.0006235581399281,0.0004159022058759,0.9999998838470018,0.9999584518276096,1.0,0.2719795472781092,0.7528752099399413,0.5977929695294454,0.6107670491525087,0.5377735114419492,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999514552948,0.0007165896625157,0.0004818693423431,0.9999998219781868,0.999960093526247,3.0,-0.601120877296655,1.041889202700425,0.8757501506805421,-0.0476814039730606,-0.0009063444522386,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999994384833786,0.0006873595782939,0.0004767824490865,0.999999817373738,0.99995999742204,3.0,-0.5799136553643993,1.293469227206814,1.072005491483779,0.1339344710484665,0.1716103417581636,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996023737088,0.0006105684251552,0.0003885439813953,0.9999998565337488,0.999964330868778,4.0,-0.0856918347085151,1.0895883579798626,0.8746097867385202,0.243790464388777,0.2097211957730287,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996088207734,0.0006573221587996,0.000453881088056,0.999999864242139,0.9999655680098654,0.0,-0.1757524255945253,0.7468848672546196,0.6218891924922749,0.1691295910762416,0.1370159292129331,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999614771796,0.0006252633769291,0.0004104820210883,0.9999998582623568,0.9999657513720756,1.0,0.0611369876857892,0.9539002806646828,0.7350974889830045,0.3899047278341356,0.4367051480905668,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999995439960048,0.0006346501929721,0.0004403879245122,0.9999998517598848,0.9999618190605138,2.0,-0.2836535261201058,1.0763858282705103,0.871907470325629,0.2168241553688809,0.2322892364811924,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999087305123,0.0009947319959822,0.0006924776597456,0.99999960882352,0.9999538303140676,4.0,-0.4435277076556219,1.049318267093639,0.8512039802512344,0.1408284199884195,0.1752009189977016,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999995200641786,0.0007097004552349,0.0004928822764034,0.9999998196927188,0.999953868155163,3.0,0.0307072543672052,0.9476849168514844,0.7756168824120572,0.5236680740262566,0.5273440728533776,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999992603138064,0.0008491419164795,0.0005808133302732,0.9999996942589884,0.999966457398091,2.0,0.0933214257642458,0.974078355441306,0.7956440303439188,0.3899015192403716,0.2278286557454832,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999991517337756,0.0009412226852009,0.0006759115824332,0.9999996171632632,0.9999636477721888,1.0,-0.3330181538752523,0.979987605064768,0.8056147358152601,0.0853469510816467,-0.0837891757961318,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999994812831432,0.0007320467299827,0.0004939727332648,0.9999997941561868,0.9999604533800122,0.0,-0.1398811614406709,1.035127186269509,0.8039777839367206,0.4102401780725205,0.4724677921396615,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995858766382,0.0006516510466382,0.0004547033156118,0.9999998574550278,0.999962133922634,0.0,-1.2755033349359572,1.1613550326372306,0.9479158737852768,-0.2641591030094759,-0.3044818677025648,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995554731336,0.0006844097206246,0.0004379032795725,0.9999998374654964,0.9999581163410588,1.0,-0.6284199702434683,0.8958055531018587,0.7906486781438192,0.1070237785128065,0.0999088976617066,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999994001180382,0.0007665993566227,0.0005174314400245,0.9999997774242416,0.9999685084003764,2.0,0.1124756177789555,0.9648355979857144,0.7817820211674306,0.4447946209916287,0.4795443376682695,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995909309634,0.0006613222913129,0.0004329337351249,0.9999998467578872,0.9999625991456448,3.0,-1.6581967159924202,1.223774645688393,0.995474208019398,0.1722892654001276,0.2424427593936374,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995089080022,0.0007130996357348,0.0004854840636253,0.999999820567179,0.9999663067100092,4.0,-0.2620734167175174,0.9476596341812568,0.7084894394129514,0.245065644830624,0.2914489976496876,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995505976892,0.000675264566585,0.0004435005038976,0.9999998478010717,0.9999670391849068,2.0,-0.1506803795497384,1.0058498525033517,0.8617445770651102,0.4862906259931225,0.5074709147798606,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995513418348,0.0006976561577342,0.0004737875250732,0.9999998310241944,0.999953719773202,1.0,-0.8455511350396105,1.1117413300662593,0.9201744887563916,0.0074592836480074,-0.0023058932154632,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999469419691,0.0007099349001695,0.0004889369790071,0.9999998231492672,0.9999673308965444,4.0,0.204999569752757,0.9700518339466612,0.78704456891769,0.5486022192606496,0.5372038901793821,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999512497589,0.0006570031415505,0.0004410645561496,0.9999998351172154,0.9999568288327192,3.0,-0.4778407960604858,1.1844566977655833,0.969362074331804,0.2867846593141502,0.2767354612834128,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995710041432,0.0006302691271254,0.000434512240546,0.9999998498335771,0.9999605699611956,0.0,0.0648340684940921,1.091492466378608,0.898720466086739,0.2840800142283989,0.2108776537535565,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999993112096524,0.0008292312294175,0.0005750296213855,0.9999997269668616,0.9999469778583986,2.0,-0.0749739318235234,0.9259733479936748,0.7900141882896421,0.2462220737008664,0.1131156140160181,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999378539209,0.0008149370274993,0.0005922629616477,0.9999997362310584,0.9999548563302482,4.0,-0.4560982548178256,0.9816445663314984,0.7866148286449667,-0.1588897028989548,-0.1069442319877702,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999446546688,0.0007740364700222,0.0005356958138681,0.9999997657836884,0.9999498279272608,0.0,-0.651502472200747,1.093386571879778,0.8941800939386543,0.1674777189513516,0.2147418564370049,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999992650023216,0.0009110376707446,0.0005987047959888,0.999999687362577,0.9999370058898868,3.0,-0.3639327690362501,0.9650150737630462,0.7662426853902413,0.1582145510586067,0.1892986505850613,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999986882650947,0.0010985399362508,0.0007642372182551,0.9999994602280028,0.9999555585989128,1.0,-0.0128974198140747,1.1440215944255987,0.926413658607838,0.3717691417425965,0.3182813570955951,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995512505624,0.0006634123393042,0.0004385543575993,0.9999998459000006,0.9999426868757963,3.0,0.1654869468974503,0.9392325124303132,0.7278286386791027,0.480450707505014,0.4834381282113918,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995686381646,0.0006525730245326,0.0004577545247046,0.9999998579911018,0.9999639801589196,0.0,-0.0812847122922746,1.075780483389274,0.9062097340363724,0.346671172460284,0.3699448301544957,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995466816408,0.0006530709369792,0.0004567567020857,0.999999844125539,0.9999527752564747,1.0,-0.2898816039925158,1.2267341915114036,0.9451939429177176,0.2602724267044826,0.1921265031515289,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995509904706,0.0006756044641937,0.0004673319008514,0.999999836624464,0.999965301271698,4.0,0.1053276152214135,0.9345153954105416,0.7540866915515213,0.4272853435010625,0.3419768662310865,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996317091984,0.0006369718692207,0.0004560048029972,0.9999998673322088,0.9999563005104438,2.0,-0.2303699755159369,0.9562685976837776,0.8044257936554571,0.305755099344559,0.2956442911262679,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995474051572,0.0006565529696106,0.0004683003759687,0.9999998598966396,0.9999674391091874,2.0,0.1643284191063551,0.9884703459796574,0.7672128389222281,0.5886749310046664,0.556940753467841,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995963507172,0.0006696431354201,0.0004667285457253,0.9999998530355556,0.999958511774412,0.0,-0.454266931448481,1.0674994196172496,0.8764536935091018,0.0602051273004473,0.0622309737933569,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999996144258344,0.0006623120095561,0.0004511039620203,0.999999857643176,0.9999625297964234,1.0,-1.7064060751862788,1.1704027877027732,0.9944637974297128,0.2432479820055033,0.3007492640185113,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999996277953536,0.0006253811321752,0.0004485617834946,0.9999998703015138,0.9999576829339512,3.0,-0.4850315146191462,0.8593322526839842,0.6996119304413492,0.0260988600696614,0.0119113013255558,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999575311596,0.000638607446532,0.0004348508794824,0.9999998342137908,0.9999579343724726,4.0,0.1835364535643979,0.951508791086844,0.7516897257006898,0.4359014125183406,0.44571458443611,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999992053275404,0.0009135667157918,0.0006634941651271,0.99999965466964,0.99995903178449,1.0,-0.3922364619670704,1.1123314072089536,0.9065768483377274,0.1653499423995769,0.1006598169489146,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999199279473,0.0009175461831509,0.0006653314220661,0.9999996659816706,0.9999641093983204,4.0,-0.4765812978758268,0.8733235256433414,0.7334212022887336,0.0981271473650285,0.0476347345875084,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999989677169304,0.000984763577814,0.0006856411373293,0.9999995642811988,0.9999620555700668,3.0,-0.4357405295281777,1.2684861759627826,0.9966996195099568,0.0109145815010102,-0.0157863208808673,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999986470518818,0.0009677535422036,0.0006737883209336,0.999999480118004,0.9999550484352884,2.0,-0.0858287455872903,1.0478735393827971,0.8221094413832123,0.3290022330462637,0.3159180923035062,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999984870261672,0.0011152871707285,0.0007813987731933,0.9999993949187946,0.9999500036277542,0.0,-0.210363510686258,1.0658208573331776,0.8503871005041557,0.4569145483787445,0.4908846365327057,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.990327403953798,0.1025329053536392,0.0125326070520612,0.9951520188600788,0.9930419148483988,3.0,-0.323348345590932,0.9943593488086528,0.792354795684417,0.5146387817737603,0.597985738725963,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9891819071478308,0.1092008700571907,0.0165594756603241,0.9945763155941032,0.9917863127226708,2.0,-0.2046438180376344,0.9084683819522368,0.7017491509996611,0.1600459931052907,0.1125092304852071,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9992934007705824,0.0247813459484063,0.00354017922478,0.9996467541553526,0.999551945406142,4.0,-0.0382059173609337,1.0823655552357971,0.873918100487102,0.4704052933685692,0.4771895019164138,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9895068985150404,0.1025312908167255,0.0146171093457623,0.9947396847570924,0.9913916698717852,0.0,-0.8173262649539166,1.2016814733951162,0.973875151872635,-0.0317197588943676,-0.0340573254768246,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9880423497784502,0.1117307633398805,0.0172938291355967,0.9940032943243308,0.9914874877103212,1.0,-0.3412126033818823,0.8783474850990265,0.7451475080847739,0.3343329842665157,0.2322178849584006,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9993422567220948,0.0235266907392007,0.0032058525556012,0.9996711880698176,0.9995779603516968,4.0,-0.1558732850683133,1.0636714803351028,0.8231276607513427,0.1431457350505821,0.1841129845105515,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9992540574535512,0.0255370417645518,0.0037002887651901,0.9996270778934522,0.9995695217011874,3.0,-0.1076084162817179,1.151044814331715,0.9075032772715133,0.3486470950425847,0.3482393606533554,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9893308238461984,0.1025310575843608,0.014609425663948,0.994651187199724,0.9919444827062271,2.0,0.0318307622901742,1.01514185363806,0.7837649385929109,0.377851534510917,0.4614157719577201,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9994580005566328,0.0231497978085968,0.0031306700645738,0.9997290383781086,0.9995007189223064,1.0,-0.1479035886393862,1.0944383585038884,0.8657809557233538,0.2020981463126848,0.1734958328833831,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9993575512680618,0.0237632898417112,0.0032789379318288,0.9996788431238168,0.9996290451162808,0.0,-0.1283715664511953,1.0420269576020376,0.8106096295423285,0.2546406600695828,0.212384368661866,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9994077299831948,0.0231328225909886,0.0036314318149904,0.9997039693938048,0.9996158724761404,0.0,-0.0248932049310646,0.9288751284907292,0.6992337810291964,0.2154739174140146,0.2629689059550321,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.989508171499014,0.1072232798615781,0.0163009035501548,0.9947403609686528,0.992967471059032,4.0,-0.763885969300196,0.9217235291812994,0.7323485612869262,0.11346718939093,0.0568940148001516,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.987477599322788,0.1047389880752438,0.0131705944261689,0.9937191743854272,0.9904890970561808,3.0,-0.2592500918632021,1.1722759471711213,0.905279840628306,0.3277522658409723,0.2716823623425662,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9897276415696542,0.1032150584391229,0.0150595005353291,0.994850639419514,0.9914729829417408,2.0,-0.4371471804485232,1.085340856332894,0.8199884047962369,0.1025936813866059,0.094817456837357,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9885295896882856,0.1139812152700061,0.01819396645073,0.994248331811639,0.9922865098049644,1.0,-1.1038682964011652,1.1643931793522426,0.9434793042445528,0.0306972941285907,0.0913292898185551,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.99941148254413,0.0245997738212627,0.0034376835823059,0.9997057574284144,0.9995352582720428,1.0,-0.1449751784778521,0.9696168993910744,0.7592537681561597,0.3345422371536689,0.3651795260998166,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.99007856536887,0.1039071863581717,0.0149604200833552,0.9950269768169276,0.992815417003307,0.0,0.1584795397713084,0.767066558906006,0.6293395510044966,0.480782548100427,0.4722838945235356,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9893020572118688,0.1064556248934496,0.0157439471812958,0.9946367360990132,0.9921075625999448,2.0,-0.6402196992471791,0.9351037878693044,0.7920835618411792,0.1222471537905769,-0.0423124788846774,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9895646887766684,0.0991482336525028,0.0117828511262868,0.9947687490881528,0.99254345079542,3.0,0.3840664386589965,0.8771709135239768,0.7085118899847331,0.6375941888877413,0.5712097179857998,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9994382936193584,0.0232215496168913,0.0030785859548128,0.999719181915619,0.9994159796653996,4.0,0.1409506578631204,1.0105320152172843,0.7993624757395851,0.5235679215221486,0.3823131886659789,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999305310663613,0.024780145553198,0.0034957074596934,0.9996526969607696,0.9995612775743176,0.0,-0.0976805943345862,1.0100960008826827,0.7981281168677591,0.3249545156112465,0.3888367739954774,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9879033424438786,0.1083300093485528,0.0139688357271889,0.993933352898823,0.990918201341695,4.0,0.1619800251430174,0.9319265415751604,0.7602411326151046,0.4481964936982037,0.3572054405962201,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.988129521497697,0.1087523857778672,0.0141063099354505,0.9940471195600868,0.9909253231943346,3.0,-0.3888353915328393,1.1830995703642702,0.9501054167747498,-0.0038602016775682,-0.0103374851420708,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9879527497864828,0.1070917135539567,0.0136364921475901,0.9939581942531072,0.9905697430668544,2.0,-0.3443955332333883,1.1988798242541612,0.9408985582192738,0.0379462052634209,-0.0278719502997095,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9896851333414034,0.0984106864122296,0.0135850990902293,0.994829302647454,0.9918839282336502,1.0,0.3142381235331376,0.9679672953745272,0.8112895494037204,0.6022417865122647,0.583028083028083,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9993595268860151,0.024178246041595,0.0035020650757683,0.9996797997906004,0.9995709549936812,1.0,-0.5279775543939544,1.2666923593688522,0.990072323580583,0.044780606013048,0.0571855068740949,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9993368285406702,0.0241024798916586,0.003617006877373,0.99966850943148,0.9994912025254736,0.0,0.1221378345422288,1.0426119845842832,0.8622638694276202,0.4759060239149906,0.5000289125972428,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991912072437448,0.0249649228442509,0.0036019074298717,0.9995956407602224,0.9996414823580956,3.0,-0.9003070556662536,1.2984678907357388,1.0466039358105574,0.0074377863878753,0.0449889797392855,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999990467506806,0.0009106037406133,0.0006008884736469,0.9999996102357872,0.9999617320092468,2.0,-0.0200984081943802,1.05107589639819,0.828317325940499,0.2628356597572247,0.2150496322053151,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9897295396306516,0.1057093068844736,0.0155728691274469,0.9948515879571832,0.992456718362354,4.0,-0.2079706230759941,0.871168344421307,0.747359633056485,0.4680945813893633,0.4495190539381927,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9993045716039676,0.0248726304807852,0.003573918763329,0.9996523373715136,0.999582537869398,1.0,0.0330362134217789,1.0719800576578695,0.880623663365841,0.4608173857661521,0.4655216611805144,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9889312564716226,0.1060803377315101,0.0156581161055766,0.9944503096185237,0.9905755588492174,2.0,-0.0609956041269474,0.942922936332825,0.7923930501937866,0.2164903207253084,0.1259695050500783,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9992749782584942,0.0250565476951475,0.0036187979712415,0.9996375471925472,0.999522418484473,0.0,0.034427234767538,1.0690039170987164,0.8378948302104555,0.4281518938677675,0.4633369737977192,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9993408821155788,0.0235274453493161,0.0031971453522381,0.9996705085518784,0.9996967126157708,4.0,-0.6365822216337025,1.107679453715517,0.9186385766267776,-0.0405574768695357,0.0283328642461769,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9885459942156196,0.1039871421718853,0.0128740435838699,0.9942565842311164,0.9915021943800574,3.0,-0.250213874043955,1.2007126053426018,0.9402637710021092,0.1466940207974112,0.1284662186431989,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9886343557164888,0.1087957649324066,0.0164639201164245,0.994301021148899,0.9905273038053448,4.0,-0.4943734416728371,1.0602018936246564,0.8429336637781377,-0.1072520006894895,-0.038586199154095,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9898845395792724,0.1042602174837625,0.0151117089492123,0.9949294754737416,0.9920273539579804,0.0,-0.108543326022318,0.9169100099481036,0.7138471899032592,0.112817486620577,0.0539579012418388,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9897019046378416,0.1064554327395908,0.0157326873481696,0.9948376806136796,0.9919973551233088,3.0,-0.6762231883784307,1.1100373712882956,0.9151387253929588,-0.1537943973129951,-0.0172889796904218,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9848950608551668,0.1043607875439854,0.0130265277924297,0.9924189413999888,0.9888707420516516,2.0,-0.2955232622630404,1.1322683236052389,0.8483602566988963,0.1161770866019033,0.0817708964012959,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999992917988326,0.0007635607207824,0.0004970351575126,0.999999765330586,0.9999559914958592,1.0,-0.1444970246833838,1.0395333148667976,0.8212190779685975,0.208123730281403,0.0832252797387504,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9885207727203084,0.1079982805342648,0.0161980867559892,0.994243884237164,0.9920107823946814,4.0,-0.1324665237657742,1.0293026889063075,0.8543546285629274,0.3268682545575551,0.299707762335719,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9903794090042196,0.0984144181493097,0.0138169591065609,0.995178147591718,0.9923393100127628,3.0,-0.8578273646609442,1.1761236749787805,0.9202140841660676,0.1663953743531893,-0.01435114570718,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.990930077981327,0.0952892803295763,0.0130135354399681,0.995454816286378,0.9930528197370042,0.0,0.099032910341849,0.9667898507567104,0.8041838997602462,0.5324912589159777,0.5323529411764706,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9832224257566587,0.1075009595095083,0.0138764987465079,0.9915758499685908,0.989089570707636,1.0,-0.6743716115591734,1.364097461838477,1.050224682463974,0.2748317312959226,0.3419145860725683,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9891334915355914,0.1083968522688102,0.0164817656839595,0.9945519820081314,0.9912595636501118,2.0,-0.4038217897856198,1.0493889933972167,0.8432833145771708,0.0623520865409197,0.0091253973189767,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9887936453428396,0.1060803400206196,0.015651020550392,0.9943811329990764,0.9918079091312814,1.0,0.2219597429126145,0.8807213859868713,0.6962508444786072,0.4898900197393666,0.4528057254766516,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9892522595728972,0.1083949603583169,0.016321718412287,0.994611679259465,0.9919550009974302,4.0,-0.2876861345026007,0.9225967711874464,0.7619719406536648,0.14312726621805,0.073725946315061,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9891062116541391,0.1032521498416401,0.012724888123257,0.9945382526778352,0.9916864626449332,2.0,-0.0618973675167175,1.0669292617214174,0.8762774576187133,0.1927845647979238,0.1820583011271943,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.987611427275727,0.106835072065539,0.0158336156436375,0.9937864955614826,0.9903890213324804,0.0,-0.0496412326753055,1.039655812119594,0.8263519264184513,0.2846981039098084,0.2560303984059024,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9881267115030354,0.1053409941147268,0.0154150116940339,0.994045729420981,0.9905700955134488,3.0,-0.0793465715112047,1.143514483161846,0.9225780612727008,0.3406077321969817,0.3064813827637287,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9993110059626577,0.024254918983482,0.0033779251492106,0.9996555562530056,0.9995249592600748,4.0,0.1954264230912891,0.99226412052122,0.8041740556639069,0.5559290068649855,0.5215072973418264,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9894039097194112,0.1087957439434847,0.0164667577213711,0.9946879218355464,0.9919772215792716,3.0,-0.210755183522886,0.8576756510238204,0.6716349341158282,0.2809603722312092,0.280648873820654,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9849094821362108,0.1057085249994042,0.0155251069835849,0.9924262030643096,0.9895541354712474,0.0,-0.242483044185481,1.11800257878832,0.8532887642724175,0.2395839620136028,0.1378747300413513,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.98905007922292,0.104616827891147,0.0151945320874044,0.9945100470104568,0.9917756695250703,1.0,-0.0253249295834012,0.9902121835207784,0.8143217912445897,0.3510926823164445,0.3920927658108879,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9879714488539384,0.1121695647965332,0.0174293078587749,0.9939675962325814,0.9897965327871444,2.0,0.0812620265710107,0.8969003917112953,0.7318651520655705,0.3393155497507679,0.306819796992146,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9898284345288534,0.106458350995748,0.0159553187789646,0.994901278203034,0.9920616154944096,0.0,-0.1790494100163089,0.8820659989619021,0.7037298967324049,0.1953610726169951,0.197723622653501,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9904181565229082,0.1018733226062015,0.0147675845065674,0.9951976333803664,0.9932064607171994,4.0,-0.6283827183564088,0.9177270824500536,0.7527981566127978,0.2998939332278638,0.3003009580419243,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9895893248083224,0.0999374509171269,0.0141320577263832,0.9947811162640552,0.9920460700615464,3.0,0.3355180326767708,0.8850713542961622,0.7519769946485758,0.666407088580341,0.5989001017222002,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9898576021250958,0.1035606809817411,0.0151046105039199,0.994915938971336,0.9920067414326796,2.0,-0.6314459566665753,1.141550919445714,0.9780294122252352,0.0908521842249089,0.1492165386200871,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9993020562811276,0.024619822168759,0.0036795160924788,0.9996510950801956,0.999510679540802,1.0,0.0776834860477998,1.019052491057702,0.8075602758155681,0.4516410113709367,0.4854746697587326,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.988216703359408,0.1112961714905298,0.0170919997747554,0.994090952925878,0.9918502956365568,4.0,-0.5740990328231546,1.1689771995907516,0.9546335666141812,0.2612031132778646,0.2930409546288966,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9890082189689896,0.1083943727097819,0.0162542635903639,0.9944890014482344,0.9923771840378016,1.0,-0.862792756724202,0.96002278281109,0.7782631772330829,0.0879795642124207,-0.0504836452050742,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9890722573319336,0.1100245577417435,0.0167665148684472,0.9945211900544296,0.9928160984968196,0.0,-0.1512944712305803,0.9229846671378076,0.7574779918988547,0.3163324760680376,0.2589062417159249,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9992784571434296,0.026044139230878,0.0037740145191069,0.9996392653081382,0.9995515140236196,3.0,0.0328035766963552,1.0091027629100815,0.7826537059335147,0.3719901918779067,0.3726223770455279,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9899887073046654,0.1028702261195835,0.0147194850839526,0.9949818340960076,0.9919873614668668,2.0,0.2081013747233953,0.7775062105863949,0.6123599076852566,0.5168428480424889,0.4556344509000675,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.989543124952118,0.1005657621220511,0.0140651976307736,0.9947579002585528,0.9915331921419036,4.0,0.0126107887188299,1.0627932656863903,0.8703978258020737,0.2624765845663642,0.3227383863080684,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9992995967542858,0.0246894367968021,0.0034690665507662,0.999649826504895,0.9996689289387666,1.0,-0.3628208401785284,1.151999005158762,0.909594802679839,0.3984627683393691,0.4569974470986266,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9899058061432904,0.1032521535911688,0.0127188955730115,0.9949401782418396,0.9929008464229818,2.0,-0.1213037291957002,0.9500201647990172,0.7649916883945467,0.4354451086102452,0.4484091728991166,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999991571489648,0.0007232695771945,0.000503639624669,0.9999997597706198,0.99994947229269,0.0,-0.4658100834380292,1.2015331374450235,0.929717147888676,0.0669485231258413,0.0778568281107058,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999993106583944,0.0007523202564291,0.0005104689257485,0.9999997981562958,0.9999507980286112,3.0,-0.0032102598746777,1.0342175832190352,0.8290437771723821,0.3527352469976578,0.3224752919811683,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999375850498804,0.0236554476165047,0.0035850688321701,0.999688025472664,0.999447525350194,2.0,0.2413605654044059,0.9886095388093435,0.8361522635017954,0.545358560710219,0.5653859578871855,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9881271576467304,0.107606478515848,0.0160648576245791,0.9940459163951472,0.990568989489736,3.0,-0.0629289635692038,1.051845932904511,0.8409155949839842,0.2904123522669207,0.2767612084896705,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999378705746313,0.0249686005819402,0.0036508214032208,0.9996893759921052,0.9995207566869392,4.0,0.1816477087520045,0.906527490568191,0.7002982398919892,0.5216511775644671,0.5454928538900865,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9902520763360902,0.1028767179168523,0.0150923224000741,0.9951141958414794,0.9923567741044304,0.0,-1.5172907071232018,1.2869307274638258,1.083349558551137,0.0023079660179695,0.0139409255405914,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9897134624996132,0.102871162406012,0.0148247250500104,0.9948434909089884,0.991614302268936,1.0,-0.4982025723540519,1.1696113355746662,0.9942005109786988,0.0981203396615982,0.0448664899069856,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.990023578714462,0.1057087191400247,0.0155346127323337,0.9949993603734122,0.9930693004600384,0.0,-1.469957755785257,1.1262582100087115,0.9014671629788924,0.3453622137150064,0.33892164511112,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9885281501445448,0.1032522087355354,0.0127158311219282,0.9942475995165808,0.9908230354610305,1.0,-0.1301248175328002,1.1684921114817464,0.9291252126693728,0.1463635889431939,0.0789751716851558,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9891414443485942,0.1096103366999223,0.0166354160022018,0.9945559842000962,0.9921415602898124,4.0,-1.1384893991734288,1.1240786112149916,0.9288194874181586,0.384133975195768,0.3828618216482477,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9883699798868112,0.1058953808778116,0.013359566423628,0.9941680504632372,0.9913175820732248,3.0,0.0888725328932061,0.992625769618103,0.7810891704810294,0.395783322982806,0.313264728360103,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.98953094954148,0.103212677002967,0.0148081381956736,0.9947517873097452,0.9913636623189378,2.0,-0.5331106813518094,1.0885317420503298,0.9035718971774692,-0.055457959019543,-0.0812869773219562,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9885664062194351,0.1053409869360938,0.0154355035556687,0.9942668556007476,0.990957924348156,3.0,0.0116100497161822,0.9986196199275844,0.8392989317079386,0.3088646595477194,0.2539152628996874,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9992327645039676,0.0262592214504566,0.0039067047541258,0.9996164191907082,0.9994580389643424,2.0,-0.7297908901635768,1.313753119693262,1.1049347051211764,0.1021018618073686,0.103759141312309,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9891649452553102,0.106080315660043,0.0156739314173308,0.994567797694354,0.9906960917040212,1.0,0.0243668590759027,0.9390539633288576,0.8021500044822694,0.3161403633065373,0.316332902578064,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9888548512322196,0.111296963560733,0.0171994776319163,0.994411895647704,0.992269569564194,0.0,-0.6137611198579684,0.960817825669584,0.7905290021593608,0.1016325896563327,0.1006013037792324,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9905399124533616,0.1008859853449299,0.0142304696550794,0.9952588008162369,0.9929411604398184,4.0,-0.7905877958165128,0.979107785933412,0.8238419854300364,0.3304299149784641,0.3485814574597347,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9896753224994506,0.0990167943730793,0.0138640761521696,0.9948243484843672,0.9921439858296156,4.0,0.3979360153133231,0.8843769771777811,0.7078320088879816,0.64040540199142,0.660591133004926,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9877253684096134,0.112319274802322,0.0150468229452768,0.9938438010158646,0.9909295014136646,3.0,-0.0490699918863117,1.0045416799978104,0.8228322550323274,0.1874677888890353,0.1497302561794579,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999330984796268,0.024980146127474,0.0037611692216661,0.999665550925916,0.999537828496217,2.0,0.0637792662686509,1.0177439226304028,0.8216964162860001,0.4202760505745753,0.4245753924180228,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9994328177191942,0.0233865595701262,0.0033782596711988,0.9997164554987088,0.999567083536073,0.0,0.0687865334415088,0.9991906129481308,0.7510806475187604,0.4574212234264163,0.4815037787401901,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9894566524605564,0.1042637685456452,0.0153499624842689,0.9947144433450466,0.991786525924397,1.0,-0.249092406003923,1.0697396700526036,0.8271587436464097,0.0991417440724454,-0.0260253668495168,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9277766091115688,0.2709269095569159,0.0996286171209727,0.9632118009383176,0.956770283527928,4.0,-0.1403006738333343,0.9975343883666856,0.7935200312558346,0.2945451221511245,0.2141062588450477,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.937490184433012,0.2515635630480116,0.0907361284502736,0.968240931542496,0.9624567918734818,2.0,-0.8898173753311929,1.071002456458942,0.8244639030281377,-0.0709383561573095,0.0130652241162393,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.919686386717404,0.2821310105487342,0.1082653441165854,0.9590029529667244,0.950957422014319,3.0,-0.0826339237244766,1.0522194715315214,0.8277800086448932,0.44197943923763,0.1802834271236028,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8984806579393652,0.2988911895759207,0.1162548363119139,0.9478824516222693,0.9360809679844504,1.0,0.2635963732347727,0.937593124388721,0.7478662519939876,0.6275580418582699,0.6432956415491742,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9137370340196724,0.3069609824328152,0.1183558846396558,0.9558960727922954,0.9479364838545826,0.0,-0.6206126889788066,0.89009965176289,0.7104106447952134,-0.0312783106607143,-0.0932756735127289,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9231170889775552,0.2817828779526483,0.1033256650902331,0.9607899916958842,0.956508676728668,3.0,-0.3405547313741344,1.12159501679508,0.921602801978588,0.000352889863435,0.0087931212151262,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9263394555949708,0.264374561987923,0.0985749041481523,0.9624655045171548,0.9561338766886648,0.0,0.2339688041447755,0.9512191233129134,0.7550560369724182,0.5558694166302219,0.5089095112223198,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9271515435070647,0.2688151527419861,0.0963446141282717,0.9628872572707654,0.9582174097255828,1.0,0.2188919995867309,0.8129867264644198,0.6883433288335801,0.5632207381306422,0.5622280776022083,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.905107831608208,0.319425894449215,0.1274791454239714,0.9513717463645894,0.9425764413523716,4.0,-0.7453408369811985,1.1917089542882229,0.9675758705499038,-0.0282570959409079,0.0227643916133788,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9200182427968508,0.2945114437084089,0.1113852842257056,0.9591759939406012,0.9525560452603882,2.0,-0.2248280788907144,0.8659832600282961,0.7075724225997924,0.4069061050341417,0.293436757126952,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9415245246433774,0.2370049264213967,0.0829736518691963,0.970322133539088,0.9669643272961492,4.0,-0.0672897829723369,1.082990289307332,0.8134748595237733,0.4129442555630552,0.404918584452891,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9213582751872804,0.2884428006876027,0.1125769684170232,0.9598743025355764,0.9519670429233676,1.0,-0.0063341269320127,0.7744826220611211,0.5728772106170654,0.3776664293447204,0.2437506079410493,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9190925157966096,0.2974951344978774,0.1115131168817952,0.9586932784400796,0.9512810703802912,2.0,-0.5254584595416059,1.063318299618659,0.8711916766600176,-0.0668178398302301,-0.0052678104318434,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9139076654878908,0.2731960817699033,0.1030641999529368,0.955985762827812,0.9412947139779474,0.0,0.0868092451569384,1.0188822864478473,0.8520729872687108,0.5735336077462829,0.5404503469682468,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.908120096524085,0.3086534020342306,0.1205522343296332,0.9529535438098704,0.9426994291563044,3.0,0.1760159519849298,0.8559294505627184,0.7068810110313948,0.5225974319601805,0.6051280114794956,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9295561151952184,0.2760195034184763,0.1072963263787014,0.9641351256250345,0.9575536005413128,1.0,-0.8056022463533687,1.0082502216785858,0.8288101175785065,0.0619291298946665,-0.0359836666639066,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.93616702357073,0.2601008104296233,0.0918466481837359,0.9675574183221844,0.962976250443462,2.0,-0.2556725684042595,0.8778890785620864,0.7290973110198973,0.248060551956098,0.1269124412258536,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9320079640521616,0.2570117917857741,0.0882713102405856,0.9654057832976816,0.9568381893785732,3.0,0.3052755184434188,0.9016263131984232,0.7089906415631696,0.6226503068873883,0.561194635083413,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9229087513124234,0.2490087354616077,0.0834031138760702,0.9606816782631684,0.9597723965020568,4.0,-0.1796090568780044,1.13091764380619,0.9335153163854896,0.2701863209971451,0.2382426407977054,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9336648040289474,0.2644973212737989,0.0929075612312506,0.9662634805646054,0.962657169147307,0.0,-0.189668454242011,1.025942215868721,0.8451419081486448,0.3795999981489751,0.2547025039750628,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9538115378357452,0.2114748311624741,0.0680040998336596,0.9766329129648024,0.9733237555026848,0.0,-0.0452267698259076,1.0949844376507,0.9263271265559728,0.3359617021676274,0.2128234857345815,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9237823696619776,0.2701235758649992,0.1039082966301892,0.9611361262978172,0.955124438055856,4.0,-0.0084334384151172,1.0784038051713716,0.8558608446337957,0.4161611455300744,0.3918652202038409,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9167226956508496,0.2831733894291525,0.102382395502768,0.957456558705062,0.9472768719601334,3.0,-0.0583193795080723,1.0574448284077158,0.8874284263849258,0.3435117467579267,0.303758269935069,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9174375339061596,0.2828471354268443,0.1065695807933807,0.9578297727448676,0.9506686124075102,1.0,-0.293080707240301,1.233285757047479,1.0398343169689177,0.3377429800215682,0.2747776668741533,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9138026470301576,0.2395007915095272,0.0831269274940786,0.9559305808420188,0.9546514231940182,2.0,-0.3165944026567924,1.2039366915772611,1.0208526506878082,0.2421873973577171,0.2454415609651326,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9165719197605466,0.2665991376909385,0.0981314288108579,0.957377928167388,0.9479346525022144,0.0,0.0965771217699823,1.0102959914902208,0.7916338706660915,0.4831284131138987,0.4673384739421861,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.939319011143136,0.2521670739219713,0.0893825439989131,0.9691848877609563,0.9653430230102152,1.0,0.1298278604216369,0.8508052622931307,0.6551860085834158,0.4723016107218669,0.4225273348426037,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9221131262832942,0.2577867913933105,0.0942006190673454,0.9602675060212912,0.950956874371535,2.0,0.1417415021735555,1.0260815725334074,0.8299682321353836,0.549336506876916,0.5657189791116597,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8878420936393013,0.2994459203809582,0.1150004677062338,0.942254265515001,0.9339264999206712,4.0,-0.2512307078144116,1.127897754309058,0.8627274699772105,0.2565230868068461,0.2560476120946234,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9294561356099325,0.2690146922468713,0.0980893583508099,0.9640831874745844,0.956512457177712,3.0,-0.632661530025111,0.966696401108263,0.772304955124855,0.0671213587132137,0.0359169861126955,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9288083976295758,0.2600902167610004,0.0935675598333959,0.9637472532905452,0.9510197867393956,3.0,-0.6421121957050138,1.382934087056088,1.110610687888187,0.1754029284248577,0.1826733287462307,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.913279289443467,0.30178984946011,0.1191297598791794,0.955656672523764,0.9465886505701548,2.0,-0.3871440564308219,1.0989156979565702,0.8608555097103121,0.4952043590546791,0.4470062696234377,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9031202691075074,0.3269652443414394,0.1383243949540699,0.9503265522055072,0.9399109270563324,1.0,-0.8845631112108596,1.0375718457736207,0.8346669922109512,0.0029442220993918,0.0291826993642939,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9350142017786796,0.2643366294900736,0.1002896873582929,0.966961471726368,0.9601830313249344,0.0,-0.6306435298208954,1.0714740545849242,0.8409133735922879,-0.1020588760325059,-0.0845645327593116,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9286321057183708,0.2605932662291134,0.0962964383009317,0.9636557878971466,0.9496291953742216,4.0,-0.2131538849700975,1.1929317475606502,0.9775840659575028,0.3629327902023613,0.2319622150818799,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9437425906764754,0.2423581133407627,0.0871380485257794,0.971464294479895,0.9672700145372306,4.0,-0.664163703734199,1.0903337735045655,0.8825245291477926,-0.0131644170074609,-0.0454195085750993,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9299871107763764,0.2437506498491464,0.0857996292390685,0.964358631005044,0.9647538322678634,0.0,-0.7797949149984784,1.3084369495062351,1.1055314998273496,0.2249912433342792,0.2154975225478985,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9195414901885912,0.2949092026017041,0.1147385613123576,0.9589274457391646,0.9509537393678223,1.0,-0.5790420078197742,0.9141499251383374,0.7139586941401163,-0.0058957160784973,-0.1498367262008064,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9375776794963894,0.2587789902290313,0.0950977470858997,0.968286103978798,0.963951426766514,2.0,-0.7582034984926473,1.145759434483273,0.9579374949525042,-0.0909929040839252,-0.1030667367563819,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8997397277286526,0.3038433289667269,0.1228630628491079,0.9485462692175224,0.9389883536390404,3.0,0.1067527867830581,1.0502648038195903,0.8873524566976034,0.4615655543129197,0.5048577571114355,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9032075876082506,0.3093252760166184,0.1228883920226778,0.9503725330845164,0.9353705090164068,2.0,0.1748023118454601,0.9278130592867408,0.7003692822272962,0.6341679937739505,0.6590302552110134,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9405719915089006,0.2461892611143407,0.0867162907804761,0.9698310490700202,0.9672327605749824,1.0,-0.552250429228222,1.211755554206904,0.9589234456649194,-0.1116182665958139,-0.1198787335613418,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9017850073305552,0.3010314691618375,0.1156291428092838,0.9496238083988248,0.939548744036904,0.0,-0.3832599337710682,1.1941194610434611,0.9754474155108134,0.2284444056805421,0.2099722733102278,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9418648958221706,0.2345456525719561,0.0805224967002868,0.970497413839674,0.9695025429277616,3.0,-0.0939421312248742,1.0937999452609612,0.8584054940541583,0.3902851734579476,0.4059246087633889,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9152710421869116,0.2643378210189491,0.099060364102616,0.9566983049367804,0.9472366519103094,4.0,0.2666172874693495,0.9746646639526256,0.7853040286047117,0.5554672549712099,0.5510640155673493,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9109494608059676,0.3034141695151332,0.11138500632106,0.9544369339516964,0.945354647979888,0.0,-0.0535733106905869,0.979747542000416,0.8038144286797971,0.3785236384012737,0.4668945986772216,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9420376839374748,0.246449528521948,0.0864624198764359,0.9705864307227824,0.9665638400123046,3.0,-0.6481674269675628,1.1392363636015737,0.926981660630968,0.2578092277992345,0.154353130282605,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9380708372814218,0.2420623734610109,0.0818616535199568,0.968540728326609,0.9655589318790933,4.0,-0.0742550226579414,1.0871113705708266,0.87066390525463,0.3025805036794512,0.2374622383587936,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9044666045354202,0.3147932633635907,0.1278063174445053,0.9510346593392442,0.93933023784587,1.0,-0.304293798435852,0.9774699288308308,0.7998014580949824,0.0934961048564577,-0.0263401376719819,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.916450399128122,0.2793451239355825,0.1104885499617632,0.9573143239290082,0.9518602662103262,2.0,-0.0307314973983536,1.0797606672552795,0.8161910955722517,0.3077501940015416,0.3720765490879839,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.910891523035186,0.2940903404080215,0.1151527787382538,0.95440652173173,0.9455929517027192,1.0,0.0645400908692029,1.006862627655277,0.8313759259202264,0.4710065733131152,0.4893392097834169,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9155214377381804,0.3051260282348865,0.1225407991153282,0.956828965759758,0.9475015102969628,2.0,-0.9256158336734456,1.07766996231822,0.8895544277235519,0.1100640547183296,0.1310422964462785,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9117755591735536,0.3060211537116761,0.1210123795446227,0.9548695928886096,0.9481219961183872,0.0,0.091741936136255,0.8735988551325056,0.6960832986661366,0.511690436752976,0.4755776595613846,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9240769711344968,0.2680397966044576,0.1009503962939843,0.9612893647915948,0.9573917262047152,3.0,-0.2058935586183146,1.1447399399407832,0.9286029174772358,0.2161225129233503,0.1962529416144327,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9119386204554768,0.3146722400997627,0.122836903683225,0.9549549285605288,0.94654651548189,4.0,-0.3821329011877192,0.891116488574114,0.7018060891911136,0.2761109437925519,0.3179287069479133,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9292550703344424,0.2693710962887366,0.1026820283154257,0.9639788949184988,0.955238234444728,2.0,-0.5880514502727738,1.0505371531395271,0.8436985270793622,0.1819386448133406,-0.0199959501873038,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9174243108657808,0.283878647463905,0.1097115025016832,0.9578228551132516,0.9494575367727324,3.0,0.1038728315042798,1.011051450855525,0.8157687790163103,0.4785474249347045,0.5204194843439301,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9043503145459162,0.3186437074596308,0.1337048809561464,0.9509735151242336,0.9402895845846786,4.0,-0.7232461685503109,1.048016980540557,0.8257556173205377,-0.2077697146610538,-0.2069976385768393,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9275203468879052,0.269374593667655,0.103022182782491,0.9630788258495347,0.954590918948946,1.0,-1.2524807777738172,1.236490365908278,0.8976769642340833,0.0202613303729078,0.1514860009029869,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.948540601791268,0.2402986904891484,0.0844346482250966,0.9739306457681888,0.9711696397170811,0.0,-1.1438526600724144,1.1370172196381656,0.9134351331922744,-0.02935938309283,-0.0321602741531567,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8879283872981305,0.3056139048164853,0.1238846152934475,0.942299729082601,0.9303156338664176,4.0,-0.0461077598073298,1.0888072813537255,0.9084743144777088,0.3620101606210086,0.3976539127393116,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9029070519911738,0.3205808509060167,0.1283467138331869,0.9502143517826668,0.9414607418264002,0.0,-0.3751826923607204,1.0900308611134455,0.888809752640901,0.0728234871689113,0.0652128328908587,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.905250959555396,0.324381617912035,0.1347986517857461,0.9514469355016504,0.9414571995680636,1.0,-1.186835431131926,1.2381570160215831,1.0164056267304853,-0.1243878359126917,-0.0835093098766786,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.91489179581308,0.2682962739541193,0.099886535334107,0.9564999946663222,0.946375982441447,2.0,0.2125552895096648,0.951062060532418,0.7230957490344381,0.4818341534589542,0.4426817907330811,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9026616495090576,0.3267754140061823,0.1367347335638823,0.9500852323664642,0.9399080765671955,3.0,-0.8419932859796262,1.066755312798228,0.8136574784496374,-0.0710504961714997,-0.043786231170896,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.912688123041346,0.3060964669006026,0.121383572971666,0.9553472501999676,0.9454884210854456,4.0,-0.9732919619099324,1.1839230098613782,0.9483997544489408,-0.2013760830119235,-0.0209725143697947,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9317004763069474,0.270788683147168,0.1019557793157084,0.9652464676602308,0.9573317630763726,2.0,-1.3227897572089913,1.1056750148414838,0.8799235459249847,-0.015098235969217,0.0108953586318033,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9251971755401714,0.275326586937622,0.1007054352760315,0.9618718554978942,0.9567413149258192,1.0,-0.6156460749034762,1.2510957049025162,1.015852465958431,0.0852232905056556,0.0402960288709631,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9386510803908702,0.2413817332269094,0.087786868131823,0.968840219433591,0.9651546837131568,3.0,0.0309762614777062,1.0486082829447478,0.7816763909657797,0.4331875069207604,0.4429424597291367,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9301437832691196,0.2757357266469143,0.1003280933812367,0.9644397889685676,0.9589939586426658,0.0,-0.4828878663272995,0.8743112090236701,0.709818458422175,0.1451094580619362,0.0716475105108594,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9105323544648692,0.3111924929314496,0.1257295810456244,0.9542183360563198,0.9441751670560968,4.0,-0.9395046547547424,1.1619583456360545,0.9664186303560124,-0.1384237716698568,-0.0519975832641039,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9602049296716556,0.199410155331094,0.0684287237275576,0.9799006887031264,0.9763891195971496,3.0,-0.3114208243678062,1.1206629983170988,0.9037415428255118,0.2876683276834063,0.2148045898724725,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9129055118696896,0.3080931865615248,0.1227588000808443,0.955461028514238,0.9453612081824836,0.0,-0.8886927893347454,1.1743662025038126,0.9695275502938492,0.0003913857046462,0.0586816377065277,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9119084002429568,0.2986402145610533,0.1151649244626363,0.954939139120606,0.9416819353770542,2.0,-0.2701723605443202,1.1111404809082623,0.87903207835697,0.2313468608429776,0.3176089161676127,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8981416567502672,0.2902501017885383,0.1121660272747862,0.9477036827652702,0.9378030916934076,1.0,-0.2591320033549176,0.94940131057267,0.7689231261228903,0.2543462018743863,0.2745405849103162,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9150889979838188,0.3050103803162915,0.1175419762134552,0.9566030157887886,0.947373568109864,3.0,-0.539847248391512,0.9132829568997526,0.7990359199614753,0.1136100605139398,0.0310435663882086,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9397220612018664,0.2452422196906307,0.0866249554571898,0.9693928045455562,0.9668085754516113,4.0,-0.026396514462472,1.0123567091559975,0.7889459574222564,0.3921326842781515,0.3191704314260494,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8977159981578271,0.3000214858803491,0.1171638608881921,0.947479068216292,0.9351154055335632,2.0,0.2798471819853174,0.9186684975730982,0.7684860317707063,0.585918307124664,0.5784009175970287,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9100678343135415,0.2762361768206571,0.1043449021528845,0.9539749716022472,0.943628895144001,1.0,0.1932184873662524,0.9419208684272316,0.7956797125028529,0.4976020750589585,0.4978255026642861,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.907100211098652,0.292098698793264,0.1096425169440591,0.952418298336224,0.939801789787506,0.0,-0.0597443413609217,1.1953378683989546,0.9356959242139544,0.3688151898523795,0.3611403035531718,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9077260199310596,0.3008694547667108,0.1205304036357186,0.952746740758074,0.9434398584651356,0.0,-0.3257409887406886,1.1752372819813994,0.948829892434572,0.4556276534806049,0.413296854243924,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9394713794234956,0.2451623643503441,0.0843011280110008,0.9692635194021328,0.9649096581567952,4.0,-0.5415481765094947,1.2699685487846677,1.075238518357277,0.0151793355083602,-0.0888054526550489,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9099119891571388,0.3164818788366059,0.1272230019142378,0.9538932458174276,0.9444443064661948,3.0,-1.0851302630635162,1.0906477512896275,0.8645798713174361,-0.0408329108102444,0.0431806295007924,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9141016433600936,0.2950300134991198,0.1118115794892404,0.9560868858145014,0.943848885849977,2.0,0.4576993846183774,0.7175972726178442,0.59403190160409,0.7156889888596868,0.6216900609313354,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.911988726250024,0.3018627888342364,0.1218969432063072,0.9549811760536894,0.9440113275952818,1.0,-0.5677830765179932,1.0893359679803325,0.940928974874092,-0.0436129437944906,-0.1407320761759979,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.91789263575265,0.2938837985086079,0.1138715997986171,0.9580672938365576,0.9471026101862297,1.0,-0.3013465902356753,0.9910781115010004,0.8213632759740276,0.4403530976292172,0.3798910928420576,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.929097226995136,0.2776709716177404,0.1073348064983592,0.963897033812694,0.954598695389642,4.0,-0.951949331897419,1.189261362337538,0.9493234284435,0.1625249607861503,0.151051102463908,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9063424483174546,0.2968247229055361,0.1120726563713767,0.9520205130846474,0.9412521333556372,3.0,0.0757056745337041,1.0033654757451906,0.7698806108236316,0.4938976118265157,0.5216424655404505,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9399620154805762,0.239799288944545,0.0809176274682536,0.969516526821023,0.96513596805985,2.0,-0.204431917370166,1.148003245544982,0.9265797287623088,0.1288462786925327,0.0211899733296586,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9132253033928904,0.2752518460524976,0.1040855140938903,0.9556283958975842,0.9416014406618712,0.0,0.1754048037480761,1.0160987435441982,0.8201637806892392,0.588544619033383,0.4997845994164411,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999554689302,0.0006289314599412,0.0004248622950021,0.9999998498961744,0.9999622129105208,4.0,0.3380348936043502,0.959946977242436,0.758386830907119,0.594552359347134,0.5628146236370414,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996695550786,0.0005778261843898,0.0004116461338935,0.9999998883241992,0.999950712208556,3.0,0.009998903808757,0.9840785738239868,0.8613644145036996,0.3099012575423054,0.2027685071700549,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996527666982,0.0006010304658497,0.0004144326432958,0.9999998842401814,0.9999572840544466,0.0,0.0312771284467031,0.9089419316856122,0.6832997965812683,0.4874856497034567,0.4661851636581366,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996164240894,0.0006024075876445,0.0004149056100226,0.999999867810198,0.9999638558571466,1.0,0.26256130820697,0.9493483450867009,0.7263974838507804,0.5272484848198703,0.5982485521530104,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995354130984,0.0006893143742792,0.0004652858864177,0.9999998403934472,0.9999613914361956,2.0,0.122844468986983,0.8914472094307679,0.725383394203688,0.4910750996813762,0.4516552728434859,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996007383576,0.0006224831043356,0.0004244411301303,0.9999998771860266,0.9999572840544466,1.0,0.2537540556444706,0.9137740762950396,0.7349753709215867,0.6224280808108305,0.5845918179018229,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996430204974,0.0005999421613301,0.0004073197191411,0.99999988449731,0.9999622129105208,3.0,0.1198623833687245,0.918361004222676,0.7015810078696202,0.4706546777166795,0.4027359835386547,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999995928571735,0.0006443825366998,0.0004519816497703,0.9999998500201486,0.9999597484855204,2.0,0.1335765330905562,0.8975075026668845,0.7024303541685407,0.5105773593343504,0.4462439137827761,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996632475217,0.0006058305277508,0.0004077889083267,0.9999998813834692,0.9999696061490796,0.0,-0.1095098159371601,0.8465340311344013,0.6784985787617532,0.5041504317060121,0.4684951853970767,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999602794612,0.0006415548136312,0.0004457799954847,0.999999861458562,0.9999539981369002,4.0,-0.3560483442158149,1.0632485153336553,0.8394621955721002,0.2293254405977306,0.2080096290622606,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999989388739944,0.001031247896138,0.0007355064076262,0.9999995419115228,0.9999696061490796,2.0,0.2064563131818046,0.890281105572864,0.7550048874553882,0.4973875925701876,0.546588609451929,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999988949180232,0.0010900333213021,0.0007511767783722,0.9999995045080258,0.999958105532146,4.0,-0.0870829844943115,0.877689879719994,0.7270790531760768,0.4123653193126667,0.4082950341804008,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999210190383,0.0009091885559359,0.0006211661982846,0.9999996520495504,0.9999654988010728,1.0,-0.3077475772663629,1.0054745542312868,0.8102410312075365,0.3862949151387615,0.3920774750082606,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999989007045648,0.0010575945446445,0.0007389593898476,0.999999533697086,0.999966320272024,0.0,0.2472798201246995,0.844685538260113,0.7111114459288748,0.52956049945927,0.5200306760228453,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999990912104876,0.0009352544310209,0.0006640767277061,0.9999996175140916,0.9999556410970232,3.0,0.2634711287448195,0.9094589867952056,0.7540823837330467,0.5632887811476468,0.5149641633795351,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999627990384,0.0006232486569379,0.0004133191666045,0.9999998683234244,0.9999556410970232,1.0,0.032303242142386,0.9014567602614584,0.7029261067666507,0.3714592038295976,0.3169357087847674,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995955708174,0.0006401707069162,0.0004339143672546,0.999999851300546,0.9999589270091708,0.0,-0.2126388248262878,1.0268215937074523,0.8548084310481423,0.1587932809915342,0.0996990437510093,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995367676968,0.0006791969654597,0.0004489555142142,0.9999998236269668,0.9999531766558264,2.0,0.231414343208491,0.8754111164611812,0.6644950424370014,0.4856605525844449,0.3476167152516806,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995660846036,0.0006358043319301,0.0004328773702894,0.9999998551255018,0.9999679632119016,3.0,0.1993525873858468,1.0193723398389791,0.7893359332335623,0.4968934313282954,0.3949441914653087,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995696132546,0.0006665778767017,0.0004446863973295,0.9999998553931942,0.999958105532146,4.0,0.3904123116743755,0.7343136174430541,0.5531136470091971,0.6585884784964176,0.617236670423373,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996564377056,0.0006084469611455,0.0004229621298901,0.9999998865857698,0.9999539981369002,2.0,-0.1764031894762325,0.827156002221389,0.6575234177238063,0.4309850143107739,0.3889040876861173,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996717166392,0.000591460292289,0.000413608798733,0.999999880386949,0.9999605699611956,1.0,-0.1216432300874466,0.9064682895239504,0.6938088785347184,0.4574493957729915,0.4272503477540511,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995952914014,0.0006536329616026,0.0004462408709835,0.9999998564523798,0.9999589270091708,3.0,0.2382427558022195,0.7680598893317981,0.5742002591333892,0.5489831937851362,0.4767740883647757,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996115218116,0.0006042479938943,0.0004076309637589,0.9999998754765465,0.9999613914361956,4.0,0.2139594177860651,0.9882889679131018,0.7756800550536106,0.5403879427888278,0.472442703382913,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995996521054,0.0006527391426115,0.0004523962039452,0.9999998754851128,0.9999704276166566,0.0,0.3305567773318355,0.7006719260106218,0.5609082151714123,0.6332743031408506,0.6280024083372615,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999992206827122,0.0008600662902412,0.0006037751420751,0.999999670754977,0.9999539981369002,2.0,0.0339773866745534,1.0781099592880563,0.8642995252734735,0.4329613882892413,0.3957318794771129,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999991033693152,0.0009562677086249,0.0006581930680708,0.99999963695022,0.9999646773294472,4.0,0.0972823343840481,0.8994593582890049,0.7509834297079788,0.414023248605837,0.4233736396335362,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999992725775424,0.0008586101416013,0.0006067850063373,0.9999996842476108,0.9999589270091708,1.0,0.344302257276984,0.7959708973489481,0.6355351052158756,0.6118751266294511,0.531378235735449,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999443734491,0.0007799394001363,0.000569599417897,0.999999779592447,0.9999638558571466,3.0,0.0863615050039322,0.7656759196881151,0.6111049901811699,0.5388815188982009,0.4769096110850139,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999272815456,0.0008941421515817,0.0006482826889335,0.9999996724167152,0.999963034384171,0.0,-0.4274893142264755,0.93122669124315,0.7133965878110181,0.3205608244529677,0.2822435058549431,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995820727208,0.000596222929946,0.0004095400773085,0.9999998583159748,0.9999613914361956,2.0,0.2100645085544159,1.0767830997357064,0.8358175700589229,0.5133978199064909,0.5154018719756929,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.99999957152074,0.0006436261292091,0.0004309260690367,0.9999998590582408,0.9999613914361956,4.0,0.2365958837145055,0.927414698820517,0.7365202541727768,0.5147095636868477,0.4745280501694583,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995642062204,0.0006562547952234,0.0004320033804162,0.9999998463538544,0.999952355174078,3.0,0.2493126929692983,0.8951210411410807,0.7408862516754552,0.5374505362605401,0.4400547254915572,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995942677068,0.0006500456066935,0.0004541641860813,0.9999998536721836,0.999958105532146,0.0,0.0738557059782425,0.8693271554855028,0.667160159914117,0.462698129803586,0.3844175745755008,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995531513745,0.000653372754567,0.0004388515670578,0.999999839841337,0.9999613914361956,1.0,0.1999337488428318,0.9748517732837692,0.8039052483910007,0.500050556082871,0.3732560053734795,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999619778775,0.0006188414796632,0.000420567215263,0.9999998730296826,0.9999613914361956,0.0,0.3423910260337863,0.8044542629078827,0.6188565274288781,0.5898175771213848,0.6150142299903116,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995899924136,0.0006277909949139,0.0004332803596149,0.9999998598433888,0.9999589270091708,1.0,0.0269562829606836,1.0536585395185083,0.8340203406308826,0.4075281734962437,0.3797745521647082,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999996004869206,0.0006269591967116,0.0003982914577831,0.9999998616412548,0.999958105532146,3.0,-0.1280450136246484,1.0915796874553407,0.9151415001091202,0.3633924567381863,0.3063960173103907,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999608249884,0.0006361182013401,0.0004370132514408,0.999999869932014,0.9999679632119016,4.0,0.0146897213642213,0.933430160973324,0.7554193587679613,0.4324377384958585,0.4073101359473202,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995476852545,0.0006930562779456,0.0004748489639975,0.9999998292872158,0.999958105532146,2.0,0.0197095615539013,0.8675951292846773,0.6954728518034283,0.470439820915413,0.4433864337168004,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999990818255108,0.0009498429659144,0.0006816435324681,0.9999996138334962,0.9999548196172992,1.0,0.0429377012335646,1.0194777714589045,0.7961226201057435,0.4294482770398434,0.4478608162818689,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999230640746,0.0008982562359137,0.0006452755649368,0.9999996672926454,0.999968784680828,0.0,0.0763545262002713,0.8503828275148434,0.6924792200013211,0.4539809123163518,0.4556546486001667,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999334809155,0.0008169556529497,0.0005805169916772,0.9999997182221352,0.999963034384171,4.0,0.2791759368806759,0.8519931014957592,0.667126500104603,0.5728126331799368,0.5659572148319073,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999992595850136,0.000858214127537,0.0006351228193803,0.9999996937938188,0.9999572840544466,3.0,0.2141825315402346,0.9044583815095316,0.713486237776907,0.5479250140190522,0.5600481487837784,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999991749159768,0.0009195399648532,0.0006092335186995,0.9999996486357716,0.9999548196172992,2.0,0.1606080854806952,0.8753952930749253,0.7250579885432594,0.5257660242846993,0.494966078691491,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996265619392,0.0006060422680892,0.0004224981890096,0.9999998718326396,0.999966320272024,0.0,0.1936488764737857,0.9328237420799976,0.7833275721575084,0.5003951345029422,0.4152760306046188,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999649009408,0.000612736353917,0.0004387293543134,0.9999998781217376,0.9999572840544466,4.0,0.0058881929424449,0.8541071778058821,0.6481699767865634,0.331946137949885,0.2268424799587285,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996472546898,0.0006018901065326,0.0004303558925529,0.9999998820887686,0.9999638558571466,1.0,0.1494736037890605,0.8804757867971403,0.7627965534360787,0.4464368903976211,0.315691556199333,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995627176768,0.0006397817971078,0.000433852099753,0.9999998555741264,0.9999589270091708,2.0,0.269737246774037,0.9580681413785972,0.7508877304353213,0.5839996326220726,0.5891303590377289,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995766849592,0.0006518957496906,0.0004429444709381,0.9999998552259948,0.999963034384171,3.0,-0.0070067704890295,1.0059621231755038,0.7899889658626758,0.3574918873947942,0.2961098653006847,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996651386764,0.000573397881875,0.0004030596745478,0.9999998827325094,0.9999654988010728,4.0,0.1622963450071107,0.9554707719782652,0.7859897308600577,0.5159564045251379,0.4589284908848541,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996124358732,0.0006191857973751,0.0004127116791613,0.9999998597839082,0.9999605699611956,3.0,0.2690576365558206,0.8821158013397026,0.7195120486460234,0.530064870198912,0.439446183342648,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999995989994084,0.0006173471339846,0.0004497151715414,0.9999998627836282,0.999958105532146,2.0,0.293666776864301,0.8866745602772637,0.6575886129078112,0.5645257972338376,0.5592033301157461,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999658027514,0.0005905436132255,0.0004172587239897,0.9999998846496088,0.9999622129105208,1.0,0.3952560329221518,0.7520866219230802,0.6040411189982766,0.6593655709292282,0.620738722454144,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999995931109472,0.0006637600423145,0.0004378924586556,0.9999998593126652,0.9999605699611956,0.0,-0.0245857596309986,0.8377581339374176,0.6709026031117691,0.4479622810912673,0.3781802270802536,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999990914605122,0.0009544639119894,0.0006560812368021,0.999999614165314,0.9999531766558264,0.0,-0.0236796268112136,0.9760333766088324,0.7606611765058416,0.5227130662276018,0.5253597425382805,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999992715716748,0.0008547252783766,0.0006013155447972,0.9999997009750649,0.9999589270091708,1.0,0.1579464156397104,0.9217767733458824,0.7412198773183323,0.4396498208919219,0.4882639390139154,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999990735525548,0.0009350110893562,0.0006540293352944,0.99999959261781,0.9999646773294472,2.0,0.1238839401748266,1.0318970971405863,0.802072753216091,0.4718968951466636,0.5057458805628579,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999993951752107,0.0007563115198641,0.0005444314108266,0.9999997489406482,0.999958105532146,3.0,-0.0557905575799559,1.135183501635496,0.8686256990307255,0.359141396465946,0.2915298769918488,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999991408275448,0.0009381491666488,0.0006590766256505,0.9999996254421788,0.999950712208556,4.0,0.1860830199287538,0.8429261517748894,0.6876989729780899,0.4967316931105908,0.3591287409031689,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999996123467524,0.0006250500049067,0.0004373139065581,0.999999874615749,0.9999605699611956,4.0,0.1910306348415177,0.8661436368488085,0.683961050384923,0.4582168067772754,0.3340082124347756,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995882859088,0.000647130888663,0.0004427527762078,0.9999998672329152,0.9999589270091708,1.0,0.3336282100337675,0.7797249772386423,0.6507656999638206,0.5954388402305677,0.563580655596104,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999683047623,0.0005703957031689,0.0003873341424124,0.9999998915322804,0.9999572840544466,2.0,0.214868936676457,0.8414269288335379,0.674666028775667,0.5331176268928651,0.5496826471959672,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995685078028,0.0006656726456902,0.0004489076601994,0.9999998533401512,0.9999646773294472,0.0,0.0070854145341332,0.9474317735833826,0.7608725246630217,0.3112122706294499,0.2811029653134916,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999994866440284,0.0006832700586724,0.0004882430411004,0.999999831342924,0.9999597484855204,3.0,0.0439889208810886,1.1505874886914054,0.9286769601545836,0.3687725108401739,0.3587807281470431,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996302445656,0.0006238666697848,0.0003946302463482,0.9999998693422414,0.9999613914361956,2.0,0.0204734154856114,0.85629447429957,0.6938937510942157,0.3766495962509858,0.3533595994019068,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999660236235,0.0006044832028464,0.0004292877928003,0.999999881365782,0.9999622129105208,0.0,-0.394749336741913,0.945217615452564,0.7720485525382191,0.4127962320023377,0.3494253208549697,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995670705304,0.0006451388142255,0.0004352733376738,0.9999998497516298,0.9999622129105208,4.0,0.2101962711449259,0.9638106052177946,0.7871859220454567,0.484837771349766,0.4162836531820543,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999597111044,0.0006290901407369,0.0004232744737105,0.9999998579166228,0.9999597484855204,1.0,0.1449484394132965,0.9655014966035604,0.7438392225692145,0.4627893782457627,0.4000656568881387,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995849706448,0.0006497731143489,0.0004173085751471,0.9999998498544924,0.9999589270091708,3.0,-0.2705656268135032,1.085447469783147,0.8013175703977284,0.2854953695831118,0.2220519839165687,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999988590895044,0.0010745190390216,0.0007404011720186,0.9999995157624272,0.9999679632119016,4.0,0.2910420907336771,0.8206093127538531,0.6806715741910433,0.5573192846351295,0.5025988955380801,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999991335371934,0.000940129188012,0.0006609829989346,0.999999646618412,0.999972070549786,1.0,0.4707072358818688,0.7052051078943349,0.5807471989330493,0.6886940841119984,0.6489740169522344,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999993743634142,0.0008169910338336,0.0005724444946685,0.9999997532128064,0.9999613914361956,0.0,0.2066939753493436,0.7504576475646778,0.6060621615460046,0.5710075651727186,0.5760245125435345,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999991797993364,0.0009064689236519,0.0006394055292204,0.9999996513790688,0.9999671417423004,2.0,0.1906099200971117,0.8968732119948197,0.7548186900741175,0.4772879812762249,0.44839663983251,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999992084619574,0.0008958765821528,0.0006393316504243,0.9999996448734316,0.9999531766558264,3.0,0.1230228296560175,0.9158400910332092,0.7656718641205839,0.4863118520807967,0.4267892343349138,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996328426376,0.0006146390135568,0.0004424625248103,0.9999998756594366,0.9999679632119016,4.0,-0.0088968614694979,0.9445561334003784,0.7136406294923079,0.3993800387429012,0.3157145983803895,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995551387122,0.0006528819844615,0.0004469599661889,0.9999998482062392,0.9999654988010728,0.0,-0.0296962419307851,1.096434680038312,0.9067329394817352,0.3791002034416666,0.1982051048905725,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999619670516,0.0006178780527144,0.0004292668924703,0.9999998724997274,0.9999613914361956,3.0,0.1907063289299689,0.9007771422097628,0.7078438997896095,0.5270788465319226,0.4848982300866674,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996032988732,0.0006295399196575,0.0004249975123962,0.9999998678662056,0.9999556410970232,1.0,0.0326208439984793,0.9538314163945084,0.765008083895633,0.3853566903169749,0.1705875916402232,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999995991732648,0.0006263203452842,0.0004091569200738,0.9999998589760568,0.9999605699611956,2.0,-0.1312076491622396,1.1158823187211928,0.8759657904976293,0.2715437010853839,0.1291311016705636,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995617692148,0.0006533724403392,0.0004524374782265,0.9999998454516354,0.9999490692403348,1.0,0.1546708433422037,0.9740547690715492,0.8192039122079547,0.452854195510219,0.4814227151050387,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999661260233,0.0005783385127068,0.0004220243707879,0.9999998901617648,0.9999572840544466,0.0,0.1958278736829896,0.9100895782247947,0.7483734463390551,0.4709662606521056,0.4456849069599633,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995799878044,0.0006400766317575,0.000446549251482,0.9999998696450249,0.9999564625760724,2.0,0.2429500161531832,0.9125901768595,0.7580684383291948,0.5067660808412586,0.4846229731946189,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995758379574,0.0006514702487737,0.0004525616416683,0.9999998548500546,0.9999671417423004,3.0,0.2399459605096072,0.8771194269220955,0.6827740919589996,0.561645597578379,0.486619620909626,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999994922083326,0.0006873424849031,0.0004581297372842,0.9999998260735502,0.9999638558571466,4.0,0.2678375517679865,0.9743865610013828,0.7870716101244876,0.5347278506857851,0.4995076047707626,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999315256894,0.0008222045418418,0.0005831701879377,0.999999718131618,0.9999613914361956,0.0,0.2175053575882582,0.9142077784980186,0.7578368025077015,0.4990454619907439,0.3695961563862304,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999989732492456,0.0010147416707262,0.0007208478760409,0.9999995438305552,0.999963034384171,1.0,0.2390048750241651,0.8710650377530043,0.6973905754089356,0.512650471040333,0.3533402642483041,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999988271478728,0.0010894734736202,0.0007464488450582,0.9999994878870808,0.9999605699611956,2.0,0.3435176674849781,0.7982350853520425,0.5909482528034011,0.6169736665308647,0.5493050366901067,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999993419026346,0.0008314047064465,0.0005818124715384,0.999999717541022,0.9999613914361956,3.0,-0.0910979007549432,0.929451782785608,0.7695482875171461,0.3191668686754231,0.3035509114353656,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999991141338984,0.0009458000466863,0.0006740488634481,0.9999996470343372,0.9999622129105208,4.0,0.0123255582334137,0.980005927349176,0.7881834395308246,0.4289562956912112,0.4180803352170761,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9902887504976556,0.0991487450221698,0.0118199563645697,0.9951326176061064,0.992028430115485,0.0,0.200040504318039,0.8713957991141983,0.7001327282504031,0.5337268037694965,0.5354563393848033,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.988674596119062,0.1018633138403194,0.0144298275414999,0.9943212575304168,0.9919832293921704,4.0,0.0899702862118181,1.0008893177110956,0.775147428575315,0.5005649020615469,0.5261257325815566,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999995284991174,0.0006550727389294,0.0004519944996028,0.9999998410487344,0.9999605699611956,3.0,0.3378424042509989,0.9218670842639765,0.7071677608239023,0.6132395978850229,0.5927871803197464,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9895284972364534,0.1018633590404919,0.0144154379274938,0.9947505431676028,0.9916882520306451,2.0,0.2467077036925852,0.8782021497146487,0.7096990130449596,0.5570109742030978,0.5246744720428931,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9994226152852056,0.0233772198640377,0.0032158404201656,0.9997113867575632,0.9994709710005504,1.0,0.2559112669730442,0.9596804973631476,0.7953385911489788,0.5365095718654612,0.4217322323979448,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9900935311961652,0.1018631219701356,0.0144130533236961,0.9950345047494726,0.9915642497157012,4.0,0.1104928182931034,0.8461284451222818,0.6571220000794057,0.4772373773554006,0.4825737272638653,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9898451634008806,0.0991483191204523,0.0117893968619309,0.994909710332734,0.9925508867132892,2.0,0.3927192469737181,0.8289197392859867,0.6714851900150901,0.6307092707362201,0.6276409752799951,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999994877349844,0.0007374519244584,0.0004894791020975,0.9999998265985796,0.9999704276166566,1.0,0.0449106059554462,0.8445946541283736,0.6731808677472566,0.4834298426370678,0.3760534182241895,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9993929623353272,0.023370530940766,0.0030810254734832,0.9996965120817762,0.99930502935135,0.0,0.0243199958521933,1.1343323278190696,0.9470959104989704,0.3904161540684659,0.4936798972127368,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9902267695412174,0.0991477177059115,0.0117417831544752,0.9951014492866256,0.9923159329718928,3.0,0.2299052601743634,0.8685136175786942,0.7103730698635703,0.5642442493225854,0.5678485479394532,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9994613225409188,0.0234656571185196,0.0037607135401143,0.9997307945958652,0.9993707448233116,3.0,0.1394492623872744,0.8949822883130004,0.7047207634699972,0.4831891735598179,0.4280164216357822,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.989639137182819,0.1018667376832788,0.0146890916297962,0.9948061800141152,0.9919502914477,2.0,0.0060550198589992,0.9988804580100532,0.8786686296212046,0.4348155428662519,0.4350823445807547,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9994752603984944,0.0233968347163836,0.0033743129612563,0.9997376931343788,0.9993953930084224,1.0,-0.1108829843570236,0.9653854004427704,0.7736714011744448,0.3109007039404285,0.2554169417788945,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9994600101274366,0.0233835864378516,0.0033646951248119,0.9997300880328316,0.9994832939100566,0.0,-0.1037926921180516,1.0181599510410595,0.7718644832309925,0.3599924691286238,0.3675859072130706,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9899983345160512,0.0991490975732133,0.0118780211194769,0.9949866572477424,0.9921763079893304,4.0,0.2500511902851278,0.8920955435370049,0.7294047870761471,0.5415922455490219,0.5186036362854247,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.989325767942548,0.1018632185082184,0.0144262680140408,0.9946486463231892,0.9920061980014898,4.0,0.4442904380026878,0.7930257827190662,0.6760260693023079,0.6715966633590356,0.6414227172608846,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999993701154926,0.0007871017954385,0.0005209048692282,0.999999793011764,0.999958105532146,3.0,0.4687199904701353,0.7536787592280528,0.5874113008223081,0.6965507059366391,0.6373686858516161,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9904884620873596,0.0991484846431084,0.0118064598758499,0.9952329563923732,0.9926872870576136,2.0,0.362347995534611,0.7457421343628372,0.5976234499404305,0.6628478763187133,0.6936251803445636,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999523711554,0.0006727940551538,0.0004714560199093,0.9999998276828366,0.999963034384171,1.0,0.1614619167373528,1.0122898601390131,0.7587066668585728,0.4802732667685296,0.4343401207885314,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999995319460252,0.000710967392618,0.0004827717062714,0.9999998448387674,0.9999597484855204,0.0,0.1877481614823729,0.7096003732646359,0.5408127957896183,0.5842072726991573,0.6230845046081993,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9895555944581892,0.1018630013792453,0.0144211683490059,0.994764169530312,0.9915593553716384,4.0,0.2224008281508206,0.8963285723909354,0.735032552857148,0.5421093984806755,0.5466484341781468,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9899250357994086,0.1018631565115919,0.0144092954908098,0.99494983875553,0.9918952918411492,0.0,-0.01184486015087,0.880193899197553,0.7136297503270601,0.3778204371032937,0.4512775626385896,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999995400740996,0.0007083666873435,0.0004858869236785,0.9999998416040706,0.9999671417423004,1.0,0.0211602024542757,0.7987530858113795,0.6592082004798084,0.447526387529943,0.4214098300753429,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999443938002766,0.0233711222995891,0.0031078732478154,0.9997220072968458,0.999400324642174,3.0,0.0667758936967403,1.0070802863388275,0.7781057682162836,0.410960564020599,0.4619172713147874,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9994690980703812,0.0233734972807101,0.0031467112163444,0.9997345864198064,0.9993452869026572,2.0,-0.0408117893225536,0.95128884169425,0.7778316787669532,0.3870170894805091,0.2995021069209069,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9994738710949148,0.0233803633927459,0.0032976273902051,0.9997369625467074,0.9995457218003309,0.0,-0.0605575427663609,0.952460777348683,0.7531395671242163,0.4490429328139815,0.4673633535473852,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9899909551982022,0.0991583208022613,0.0121025284853848,0.9949830203392322,0.9922148598506274,1.0,0.4341385270644475,0.7801976131521013,0.5882730714898361,0.669010154792247,0.5692400293030901,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9900917505639096,0.0991487703425987,0.0118324214142638,0.9950335900953,0.9920193221512598,3.0,0.3080525143299789,0.8532480925579078,0.6899127881777914,0.6310040926914349,0.6095759316060617,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9899039050886778,0.0991488522586084,0.0118539598081019,0.9949392118744906,0.9923907306706368,4.0,0.4078696013528501,0.8133543532790117,0.6641386270523071,0.6422936916016182,0.5939911566973775,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9901592804148996,0.1018652718688152,0.0145869951588767,0.9950675471719574,0.9917441330093184,2.0,0.4034506329581508,0.6881503061236198,0.565225847143876,0.6947741040696754,0.7058051113042928,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9899834551340816,0.0991475966242915,0.0117313234217755,0.994979196192468,0.9926748752054784,4.0,0.0734484378894121,0.9734154149173254,0.7752468329981754,0.5085638066315881,0.4526154546690265,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9896079429525289,0.1018638429794892,0.0144677005185709,0.9947905008884154,0.991713751820396,3.0,0.090136927754118,0.9644074302601844,0.7726080920821743,0.3893641734655346,0.3445143685270883,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9893146415548244,0.1018631582748005,0.0144011142966035,0.994643054288912,0.9914516514119,2.0,0.2412163205082229,0.9254797163239634,0.685310433161886,0.5327693014564906,0.5881387460334829,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9899403275070316,0.1018632276402512,0.0144364491376009,0.9949575206743684,0.9924786278336504,1.0,0.2567828841220471,0.7703875351615365,0.5641872173234037,0.6029112241793839,0.5488071820998955,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9893066025018172,0.1018636231378133,0.0144451346799924,0.9946390239247026,0.9926946324226312,0.0,0.4191634398515402,0.7977089924006825,0.6410951516502782,0.6572921352552465,0.5593127632527548,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9994557839293848,0.0233707240949281,0.0031038924006672,0.9997279250971184,0.9993781386463022,3.0,0.1068574135296478,0.9454408492502856,0.7522556120470951,0.4373909986886935,0.4297439290341555,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9994929264989936,0.0233710626454632,0.0031103362201096,0.9997464963257974,0.9995481930605034,4.0,-0.17837470859886,0.9107711370862512,0.7221315332462912,0.3576479816931915,0.3057729179366851,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.990388104025058,0.0991484983031872,0.0118037600021857,0.9951825377556492,0.9923693350203576,2.0,0.2157189665702439,0.8510671580613307,0.6768216412945799,0.5002352847602509,0.4623550038628232,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999995164787038,0.0007167907441831,0.0004827841226156,0.9999998265264912,0.999966320272024,1.0,-0.0510833031196891,0.8970767220233057,0.7441155707208733,0.3218363829211456,0.330779352334464,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.990370421104694,0.0991478078782189,0.0117580378365207,0.9951736267232292,0.992366024163219,0.0,0.1563840629012611,0.8755255342472599,0.6838310286245847,0.5551927940331308,0.5215297923219007,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999461144721559,0.0234085304806387,0.0036546702973254,0.9997307007083122,0.9995407998492756,2.0,0.0184278277175774,0.9606450316748106,0.8039026551497609,0.4162930862712904,0.3421441599108166,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999991423424364,0.0008893407847871,0.0006311751805342,0.9999996584472356,0.9999671417423004,1.0,0.3170904159468617,0.9447695483858866,0.7794639204050364,0.5821360472767853,0.5655029138429531,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.989602235457134,0.1018656245701642,0.0146232147031016,0.9947876168684766,0.9916037630676662,0.0,0.1787156704241399,0.8716070932373832,0.7021213039598968,0.5064715833545493,0.4028013356141243,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.990344713811562,0.1018657125543726,0.0146070163900202,0.995160732081389,0.992271560679132,3.0,0.4365871105726305,0.5936949046135692,0.5105428532550209,0.7335481564478958,0.7265265922521339,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9901087127943212,0.1018658854801451,0.0146717425909909,0.995042149015332,0.9926839472793146,4.0,0.1687905471618491,0.8258861569416215,0.6868141695072777,0.5985818631178378,0.5902500419186598,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9891557770091808,0.1018633765758174,0.01445212204735,0.9945631983731864,0.9920153583951428,4.0,0.1798322369896303,0.98370259169645,0.7788526354337993,0.5229500977394257,0.5063208201367363,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9902600096184828,0.1018631249910321,0.0143947700865857,0.9951181516804088,0.9924555958323572,3.0,-0.2042644361983163,0.8352864944273231,0.6782094471705588,0.3498907176752941,0.3595972882114171,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9903827213763494,0.1018630713920046,0.0144120011701212,0.9951797993274152,0.99263871203524,2.0,-0.3560713292341144,0.9705407298123236,0.7831995059941946,0.2915467679343889,0.2056248644398212,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9899923043482866,0.0991484935430914,0.0118040619887315,0.9949836644158264,0.9919043281739136,0.0,0.1899684512212291,0.9360767486510532,0.6942150554531498,0.5397201151559078,0.5452953751627945,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9897366380977474,0.1018636287357508,0.0144506516704311,0.9948551551386174,0.9926206454865428,1.0,0.065862871150205,0.954153862299185,0.7695980422747762,0.3799055317807528,0.2531465530711729,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999457759228662,0.0233734761286933,0.0031553139160205,0.999728914153454,0.9993083179430016,0.0,0.0699831346141117,0.9567159466725562,0.7588565808220913,0.4070056669927661,0.3658149592387986,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9895741672347592,0.1018630626265482,0.0144015508657925,0.994773510142386,0.9922593145491176,2.0,0.370747902317139,0.8063670692136382,0.6791031651747855,0.6531780096831122,0.6471135518108874,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9899701831704002,0.1018636131433016,0.0144521078970525,0.9949725370501636,0.992563987665168,1.0,0.4264308856702846,0.706603325569276,0.5858512416638826,0.668738594729364,0.5914213808950651,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9899045874148036,0.1018629234771062,0.0143974656718117,0.994939546362013,0.9925451363499004,3.0,0.0387148080159016,0.9028001722533032,0.7244799256952185,0.3880455848162432,0.2500684028222353,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9994419722397077,0.0233718467216243,0.0031207609021818,0.9997210354495522,0.9994545436043684,4.0,0.1929510633276916,0.9449903715511078,0.687097677557092,0.4565960684945054,0.4821887889867697,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9894375967601968,0.1018680676599635,0.0146487930068722,0.9947048962169652,0.991727744005785,1.0,0.1700452547808153,0.9408373087757844,0.7276382593732132,0.4678490312095354,0.5220009037998209,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9905284849216844,0.0991498021630924,0.0119360141630296,0.9952530149659048,0.9927077820252718,0.0,0.2165272248763261,0.7868531946026726,0.6014102802151127,0.5401626195702879,0.4692492914943872,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9885960569309534,0.0991487838115536,0.0118426684125677,0.9942817660734368,0.9915141049783008,3.0,0.3196222730939212,0.9683970976076336,0.7317520990497188,0.6275477762505661,0.5771672815551384,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.99001133511712,0.0991511871157588,0.0120247829270053,0.9949932668814894,0.9926289205872336,4.0,0.2378198674891264,0.9091392398833714,0.7409211486891698,0.5521029608818874,0.6329502522504494,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999986062924248,0.0011892255061854,0.0007824274007376,0.9999994161856016,0.9999654988010728,2.0,0.1840513480721619,0.8603190610850953,0.6963144901551699,0.5388398475830211,0.5197548460591347,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9894337848386736,0.101863166050566,0.0144173087237717,0.9947029404645722,0.992169646534867,4.0,0.3113719875172485,0.8660776493662586,0.6908210194738288,0.5717490274949462,0.5433355252494478,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9994753671491756,0.023371943715412,0.0031251097964001,0.9997377202016968,0.9994167559251028,0.0,-0.081297998338994,0.958297544712316,0.7697075655585841,0.3820283886440282,0.333898773308814,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9900563825465866,0.0991486988674349,0.0118162368334733,0.9950158657662737,0.9918114943872794,1.0,0.281190786245224,0.8696446820568323,0.6496872662243091,0.5545491996055777,0.5295179742017788,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9899611490085524,0.1018630398110522,0.0143978327744967,0.9949679821062511,0.99146814384197,2.0,0.1648921054495997,0.854860951143397,0.6960112551638954,0.5154962691114959,0.5050062928169475,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9896217218183871,0.0991477370442255,0.0117264349274821,0.9947973922743798,0.9929993764496732,3.0,0.2985931304317984,0.9230240905576824,0.7354965827339575,0.6094123905741154,0.6151994318996488,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9994666884947072,0.0233743706518596,0.0031871815161271,0.9997333902804632,0.9992549220022032,1.0,-0.159354915774925,0.9722332426309612,0.8139203630623064,0.3128233855791672,0.2928270508295019,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9900028245480336,0.0991486885158486,0.0118234916321643,0.9949889627511844,0.9923150989322806,2.0,0.2188217520657949,0.908716944352318,0.7213305074290224,0.5100347017313637,0.4654446027146464,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9897484191026432,0.1018629357498824,0.0144002827885863,0.9948610697521671,0.9919471108582152,4.0,0.195046937254397,0.8698966332775453,0.7486126504446331,0.4866902562044081,0.538411034084045,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9901462278249942,0.0991479422638256,0.0117749217887977,0.995060989414848,0.9922403954461804,3.0,0.0654257256041507,0.9689155116088078,0.8032554085631121,0.4315669789641028,0.4279695798931921,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9893582229241792,0.1018635950706683,0.0144509993280683,0.9946649952851953,0.991984057423276,0.0,0.4845378824400257,0.760286298893024,0.6305220213689303,0.6984035828020521,0.6711174506841472,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9994582791996134,0.0233764189479367,0.0032433947959503,0.999729182790234,0.99934774929604,3.0,-0.0272586551543316,1.0007286070947925,0.7824110198020936,0.4195413302870951,0.359925587622444,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9887758315217372,0.1018643355039756,0.0145178983428261,0.9943721568494102,0.9918789286852716,2.0,-0.0056891009806832,1.1424196486120142,0.916652675553372,0.2901750009938926,0.3046191057401764,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999462231247664,0.0233889201896665,0.0034267954702501,0.9997311526814938,0.9996040531806556,4.0,0.0705893139736485,0.9271386115174708,0.7210269799985384,0.4391701189721293,0.4205802264175418,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9994622276953664,0.0233937445234613,0.0035090459941269,0.9997311822772272,0.9994060708634028,1.0,0.0166652578894386,0.9458168839719786,0.7239524024411251,0.4637141254082096,0.4450402151433424,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.989402686458576,0.0991496515602745,0.0118761414676517,0.994687313677646,0.9920686368801946,0.0,0.1075829629948216,1.0823075206503106,0.8992526064421004,0.4729853787805114,0.4258276391165504,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9901759454550728,0.1018635810875818,0.0144483226924747,0.9950759242365506,0.9921376730589748,4.0,0.1433935268558106,0.783863347098268,0.6092475600619066,0.5108495620273006,0.4471437978185789,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9889250365631224,0.1018631684415402,0.0144296080725533,0.9944471898602938,0.9920382812190262,3.0,0.453379816310428,0.8139819034196761,0.7169106368642104,0.6774219780970444,0.6264295570041466,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9897874777247188,0.0991486525732539,0.0118098318421995,0.9948807395979578,0.9923964498573344,2.0,0.1107333466532464,1.00863924991304,0.8170366282212107,0.4497277341514619,0.5072225900364936,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9994399660407252,0.0233752785043945,0.003189181724152,0.9997200320435942,0.9993641768430226,1.0,-0.01898457615168,1.0668666084499263,0.8215702703124598,0.3785821366201916,0.3082731469542185,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9898936603944316,0.101863334011134,0.0144527533611693,0.9949340707120014,0.9913827173149704,0.0,0.1345450852551188,0.8846388012186287,0.7205829836192885,0.5339733550576723,0.5596410626637818,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9901295489903394,0.1018630737665816,0.0144257091237353,0.9950526004622302,0.9920340826893004,2.0,0.0421549382055816,0.8808602217151276,0.6843626560662922,0.3713839749235348,0.357408625471238,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9896781631906209,0.1018660704556128,0.0145285375861378,0.9948257828735396,0.9916011818654132,4.0,0.0802759715129346,0.9576609372780288,0.7812920322543697,0.4480658093738882,0.4492476120723309,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9994509167504092,0.0233732489281078,0.0031285553783565,0.9997255088458388,0.9994504358237908,1.0,-0.0918321221479161,1.0655113028084016,0.8195940359642631,0.3553981299318099,0.3355947040157567,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.990597480121752,0.099148185867841,0.0117781596988826,0.995287713268702,0.9925089365057173,0.0,0.5444730951338026,0.6167964821089277,0.4681344834126924,0.7509253018225746,0.7163493148606014,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9994107113419576,0.0233745912791303,0.0031598641500844,0.9997054212497322,0.9993239259872352,3.0,0.4878628309784407,0.8181571701445302,0.6433127256443626,0.7080096550956776,0.681186389107613,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999992938745615,0.0008532397960189,0.0005925050184324,0.9999997085478048,0.9999622129105208,2.0,-0.1084041081341551,0.964159468486314,0.7994976967259457,0.3762087741619854,0.3901291334369147,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9994675438311118,0.0233840566311655,0.0033476635852417,0.9997338269877152,0.9994570075994964,0.0,0.1970104685062383,0.8448502170705564,0.688434063007957,0.5388686957549746,0.4049247660578866,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9994548837861807,0.0233735977203729,0.0031917776070631,0.9997274764505936,0.9993510372111238,1.0,0.001823502011125,1.0036360951756336,0.8532848648648514,0.3706568284855758,0.2894348092092797,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9888981334564244,0.1018690375341028,0.0148199184374375,0.9944336895940938,0.9920177443862048,3.0,0.0504746332870408,1.1040484027990616,0.8804459721791118,0.3547933391959879,0.2865740234161286,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9994297677623084,0.023384302095022,0.0033369626317705,0.999714955399247,0.9992680656184,4.0,0.1147148294101194,1.0217804040144025,0.8406708545433849,0.4317172876421147,0.4648897500619164,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9441285750438504,0.2403530566334857,0.0876454754773672,0.9716629756679568,0.9693526915168816,0.0,-0.3625816523158436,0.9977519477394644,0.8011637752934506,0.4710325201945398,0.3832138759360672,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9083156160433278,0.2799064962458982,0.099592567295223,0.953056144270782,0.944532480693244,4.0,0.2507884171017945,1.0362410009790133,0.8152615990136798,0.5103404109713767,0.4849794808902288,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9358092264226316,0.2616704216828715,0.0883735936338251,0.9673724772876588,0.9611969118831932,3.0,-0.198313895748553,0.9474133002449964,0.8115496937852157,0.3468458959883364,0.218343000985006,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9244788211652338,0.2690676817403468,0.0908763944638239,0.9614983603324498,0.957537452008269,2.0,-0.0688981017133196,1.1245921820568396,0.9015498897276428,0.2314741320828051,0.2056248632085795,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9128867336748252,0.2846669203306897,0.1009979929862084,0.9554512256430484,0.9406180050091328,1.0,0.1854769790719554,1.0303517691806254,0.8437892187896526,0.4908794459272481,0.3810878935554795,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9476459578665812,0.214753760128655,0.0660202146040929,0.9734712764099948,0.9683548936099152,4.0,-0.0285171355452729,1.2386437048628838,0.99320470753469,0.3370606319544631,0.2927496619472559,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.949347148254152,0.2224994366082377,0.0808874034726774,0.9743446882380872,0.9702228199113778,3.0,-0.0214335404101286,1.0513204223289765,0.8863709530704899,0.4357402534313511,0.3162963792610864,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9238296021226656,0.2664292313904078,0.0868591712511979,0.9611607384719864,0.9497126029602112,1.0,0.0657040287760953,1.0792213793235317,0.8997232913343532,0.4386391329649209,0.4270080980520901,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9331508064332136,0.2476193740584384,0.0780147248893589,0.9659974909793116,0.9635920638423264,2.0,0.2183652920313024,1.021322759247347,0.8417288464621494,0.519716708260289,0.4806566412233075,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9386600205264054,0.2535517497715016,0.0804241926639111,0.968844870920126,0.9594856581159068,0.0,0.0284551582302404,0.8928495561577361,0.714377845212033,0.5381796112611518,0.5510919148938965,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9173678965118428,0.2851245591310355,0.1082628887040274,0.9577933766526292,0.9472532838019752,3.0,0.1317941897370431,0.9627533109054052,0.7409225889256126,0.4517014769367069,0.4715989931049578,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9292231989681564,0.2657810025376467,0.0960723482633566,0.9639624111538412,0.9562260028032532,4.0,-0.0988192381175059,0.989093452460076,0.8280311278920425,0.5100117283838248,0.5506675454290476,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.925526460015246,0.2669039638273931,0.0935236478935588,0.9620430519072388,0.9569392695899224,0.0,0.0762908670863286,1.048722348866319,0.8526244283977309,0.4626995728565121,0.4172228909071014,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.924062766732114,0.2731148482522911,0.08962211728096,0.9612820345249586,0.9585890545627752,1.0,-0.3204128437389826,1.1732686719163457,0.9521729229625904,0.1887084688573587,0.111634015541206,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9096909810534836,0.2975071839575557,0.1094686991208559,0.953777398689256,0.9482368136441096,2.0,0.2779131707831654,0.8732989791442365,0.6818831694753547,0.59718709953644,0.578636317354105,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.935438981385901,0.2620924250028383,0.090402935000209,0.9671810830681083,0.960731578175516,3.0,-0.494304505125779,1.0664946215439477,0.9019326113399708,0.2565449181244307,0.2912175141837935,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.922080914088644,0.2863783114942877,0.1085342188624592,0.9602506043880024,0.9519314817882272,4.0,0.192828912650594,0.8040707251284173,0.6455779795897637,0.6062115106267573,0.5895583727459959,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.925934456302433,0.2712053016406193,0.0958783619899254,0.962255049301024,0.954751759857508,0.0,-0.1090994896915213,1.02358223288726,0.8581712933590538,0.3402770060775795,0.3086014463652453,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.92917967062479,0.2704348112674165,0.0892786631181642,0.9639398807867412,0.9490888571570476,1.0,-0.1295844598369355,0.9948368144774046,0.8421887681986157,0.4447033567925311,0.4401641593457069,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.933631533580669,0.2586388019967382,0.0861057659557887,0.9662462627015074,0.9582670332250016,2.0,0.2271943533680351,0.8741731494255975,0.730022795200348,0.5937084813339641,0.5622195603660247,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9171363639364288,0.2877356805195504,0.1020751773691796,0.9576725387022827,0.942616918042056,0.0,-0.0207842754358067,1.021864557783473,0.8187006266493545,0.3945160625879788,0.4196531165661958,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.949755981443176,0.2202034383221143,0.0743768786609947,0.974554406350674,0.9682207833439584,1.0,-0.4033960734496076,1.277242542340837,1.0307381011937793,0.2429863767015533,0.3314729720001163,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9446961123471738,0.2417090734726819,0.072467089875952,0.971954975634566,0.960319853545771,2.0,-0.2922299894861404,1.011871722255516,0.8346137290251882,0.4630711315343946,0.3746511386355487,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9227339179413632,0.2817884421896284,0.1102026937069831,0.9605905529021744,0.9518980377651426,4.0,0.1785415958012486,0.8594045667644289,0.6307967084332516,0.537105829900737,0.5088640870916279,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9107875370538144,0.2866709378461005,0.1110255463247175,0.9543520778261844,0.943223265902165,3.0,0.0087216003940464,1.0866350585349849,0.840961663472025,0.4398907324726955,0.4464021947973295,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.945361692158308,0.2308511543894991,0.0821638755210034,0.9722972960624706,0.9654229127409404,0.0,-0.2395439688655982,1.1767260797230388,0.980694952387559,0.2692705700619979,0.1592165018523637,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.934171694445468,0.2703546502514392,0.099175004246947,0.966525708435505,0.9628899432068656,2.0,-0.3683398685849124,0.8741359048729732,0.716251039944197,0.5014167187615973,0.4427054938058342,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9411632466464656,0.248039798207163,0.0852244666799322,0.9701358615677258,0.9609822259378236,4.0,-0.0682701260305487,0.9342204714925748,0.7443748691207484,0.423551018220356,0.3779139851944488,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.94611691879063,0.241512121028991,0.0730269319206089,0.9726855972096168,0.963148616643872,1.0,-0.4634459377119979,1.0023410905412926,0.7685276021455465,0.367558939033768,0.3470884434102064,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.943371191116874,0.2398925440832679,0.077196994214863,0.9712731738186864,0.9622232942453186,3.0,-0.4236517230668102,1.1468653341310475,0.8641097509860993,0.3239992540309916,0.3534563100987967,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9213287288678512,0.2817205287890275,0.0980191724795799,0.9598588402420076,0.9449609798335952,3.0,-0.4085178587779445,1.144803028834943,0.9828658362438804,0.3788615667855016,0.4145100405613428,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9662935512541876,0.1893785860904788,0.0613473262570121,0.9830024629972908,0.982877154254548,2.0,-0.7883205664093396,1.161249259274007,0.950148643192492,0.3313552490619644,0.254240999662112,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9321636713753636,0.2616129796148684,0.0905720561355739,0.965486424123386,0.9568565827448768,0.0,0.1612659980555131,0.9085598909090196,0.7270234224043396,0.6210162545345059,0.6026812666704814,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9196975460918472,0.2839069609743577,0.1010668578860047,0.9590088133277168,0.9507248785446424,1.0,0.2332118096434791,0.8774474459869828,0.7206620412751247,0.5385301538840558,0.5113530674612342,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9391003347582544,0.2517511879516598,0.0890480436287917,0.96907205626436,0.9660202432190368,4.0,-0.5492472244088336,1.0821840534775324,0.8576282816184194,0.4211832953681172,0.3540549435673406,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9388778029047662,0.2533387420735706,0.0811400067961061,0.9689572264413512,0.9624712896263924,0.0,0.2073926255374713,0.805017065553026,0.6482410230134663,0.5818385850243737,0.5388067999962086,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9075806139909202,0.2965176205081283,0.1101715442422148,0.9526704589258466,0.9398302979222865,2.0,0.1921303658519879,0.9717790146797888,0.7914629900455474,0.5333814484018201,0.571897570584373,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.922563340327058,0.2775288228424428,0.0984655217381267,0.9605017682210192,0.9574847024341324,3.0,-0.0108328893529514,1.0191348458247067,0.7773635245624341,0.3472619743769994,0.3573930174017729,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.941690002433563,0.2438476382234044,0.0781027517071017,0.9704072992740144,0.9614971983042452,4.0,-0.2530667466420617,1.0709904323692714,0.8666065546713377,0.3873568565904535,0.383819599464488,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9427550609453004,0.2389081743050092,0.0817077180472287,0.9709559062150578,0.9648279561678772,1.0,-0.2257126781649405,1.1020260123160486,0.909000730577268,0.3191101606456052,0.1998358440058651,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9663847556549664,0.1854058322644646,0.0568279315124858,0.9830489270361836,0.9829740047175376,2.0,-0.541331759921543,1.196806069326102,0.9148965873216328,0.2752502472601175,0.2364720690741979,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9312534182927502,0.2585325747288406,0.0788701779346961,0.965014906970926,0.955257230728121,1.0,0.228357295949206,0.900996494598092,0.7643640540775498,0.5411999674394516,0.5212585507119847,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9616755615709844,0.1961144311388547,0.0645997487569784,0.980650821579608,0.9778864153940044,0.0,-0.5075749687985787,1.229365792645184,0.9506149856040356,0.1392889365191656,0.1204924776837116,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9270852850460533,0.2680471546589476,0.0915126660737124,0.962852890772326,0.959734857602962,3.0,0.0213838894980973,1.0135454976506328,0.8649694925232938,0.4554117296854082,0.3916611973550401,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.923764022761415,0.2725364937688789,0.092967286744675,0.9611266186800648,0.9560308488146932,4.0,-0.1394877351657151,1.1108085858680914,0.8478752620596636,0.3149851781679996,0.3197613970748951,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9403289382021094,0.2474723529680871,0.0749727814692955,0.9697057294430368,0.965164202576806,0.0,-0.22499197067198,1.0488957314758691,0.875886161327362,0.3007509442993577,0.3038791928824839,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.926330303349016,0.2773090712060589,0.0946937569704922,0.9624606958682372,0.9507737908343572,3.0,0.0533198011981617,0.8923578544988817,0.7058586769982389,0.5412204885651068,0.542986940920525,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9339089178388524,0.2546279870602572,0.089097320847697,0.96638978707346,0.9602787140302088,2.0,-0.3844000443386584,1.2229426983128868,1.037364429988359,0.16368577707429,0.0751805646749835,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9368538007046168,0.2598594793962439,0.09454649288933,0.9679122169203244,0.9626818040427132,1.0,-0.87636732915807,1.1754669695126905,0.95480873609844,0.0899180134174606,0.0454147518587151,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.940537701346302,0.2470717387660572,0.0859918074483995,0.969813390144748,0.9648478450583275,4.0,-0.0088469061979172,0.9539585520460444,0.7574884992524197,0.4632538522929404,0.4419940926110371,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.928007110312557,0.2745003494344692,0.107320442370006,0.9633314510979324,0.9572222124002376,0.0,0.0379606138660649,0.8939018888396982,0.7120921948708986,0.5660448448248131,0.6179689246895533,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9085049451336246,0.296782417368773,0.113025353883768,0.9531554454856328,0.9459099785764544,4.0,0.1211636508913234,0.998778441824945,0.7957109647675565,0.4946229532984063,0.4774567767700586,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9350055914053076,0.2630254217325752,0.1070739295420708,0.9669570658519338,0.9589105020601318,3.0,-0.2257060724334261,0.9562899522857132,0.7689800916220012,0.3246104692799663,0.2848856298566268,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9425521220330436,0.2420853277566586,0.079028740502023,0.9708513930951256,0.9677460433793104,2.0,0.102099421529623,0.9163557800211806,0.7147959494590759,0.4124017533696565,0.4209259081792865,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9216733907153573,0.2722967128087572,0.0919183564186096,0.960038461746147,0.9522209201092552,1.0,0.2270491484906164,0.9766239941508,0.7581584924145749,0.5216395242134308,0.3918135078735948,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.913930771550396,0.2861962268513875,0.1044537864102945,0.9559975030851698,0.9498554594597712,2.0,-0.420847941574175,1.1923473836996312,0.9204810984511124,0.229903621517923,0.1937848779954043,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9316590797759357,0.2690530248190162,0.1046019850922869,0.965225022715828,0.9590931089345908,1.0,-0.5953261004004746,1.112774230404704,0.9053958085963598,0.1888691872491212,0.1254035127991813,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9287517991862844,0.2624697637024056,0.0845348828024678,0.9637178975152594,0.9570940967852234,0.0,-0.23028334743088,1.1918540873892296,0.9667122190877012,0.234352061718215,0.0790107249204635,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9310935740843432,0.2572858986915977,0.086723913031739,0.9649320873252444,0.956747503145424,3.0,0.1151600867889947,1.0217718490139964,0.8931049475544377,0.4677093822677633,0.4520682889839817,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9317417671311016,0.2575829177009934,0.089621871911086,0.9652679532603003,0.9608445567586832,4.0,0.1587377136827967,0.9737679440047434,0.7978257226943971,0.5072519400087507,0.3883112642277974,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9644121247735308,0.1929918552701257,0.0520183920395838,0.9820450333516572,0.97775198383357,4.0,-0.3047182651433187,1.03837633292151,0.8288669909301557,0.4553952599312207,0.4433254944550105,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9321497904620202,0.2705487446562724,0.0956158045514837,0.965479176749028,0.9623423472844232,0.0,-0.59940605127596,1.0589247097284038,0.8369625318677802,0.2278455594707859,0.121702966691463,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9362205614821482,0.2421107510057674,0.0754479976907953,0.9675851409858348,0.9580257930180436,2.0,0.2018615762216352,1.026581593549125,0.8532661187648773,0.541816348119938,0.5690910094440929,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9584515117289168,0.2005137771739058,0.0595432283661582,0.9790055455726168,0.9795517188336303,3.0,-0.2775371669381317,1.1891814846162834,0.959126963740901,0.2258229295439661,0.2098495215179992,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.944219551996898,0.2352568206053633,0.0797193015550638,0.9717097708640956,0.9646951937845936,1.0,-0.2079078728172609,1.1237558428625292,0.8962089296391135,0.2623092382866497,0.250916452747402,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9258910444277868,0.2719004075745732,0.0921654129802406,0.9622324992757216,0.951992508442404,1.0,0.1282909337025035,0.9295895804128678,0.7759941842681484,0.5279323194397347,0.4686696281626946,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9300541165773546,0.2563756266373868,0.0966995996933479,0.9643933794071552,0.9542176439195004,4.0,0.3118836041766033,0.9307111627939728,0.7161821608166945,0.5739309673260964,0.6164286114413177,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9257100099843524,0.2707938858252069,0.0880611728383349,0.9621384664814194,0.9528831126717696,2.0,0.0479466593358265,0.9629863329924392,0.7721769497269078,0.4190506949405533,0.351099925491199,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9034851209015442,0.2936592742768573,0.1078674132018894,0.9505185773124696,0.9368640176581228,3.0,0.2683787735711288,1.0276513380315528,0.8305770203941748,0.5289495704169553,0.4265076166529878,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.952162677725604,0.2184853281353998,0.0690429572625593,0.975788390267038,0.9652195559334352,0.0,-0.0233100870127622,1.0262946316487631,0.8074783774426109,0.4045727195830627,0.4050134243931706,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9295375430857084,0.2700595942563752,0.0910760790651494,0.9641254367372908,0.9578392483887664,3.0,0.037353625968578,0.9146474538592272,0.7179397708491276,0.5158107574235616,0.4718756839571021,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9330133765860342,0.260852561390599,0.0793118607997894,0.965926330543638,0.9571581019328752,2.0,0.036037733380186,0.9601847080487746,0.7865522232808565,0.349314527219776,0.357068591992033,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9480919927296032,0.2277823040125901,0.0798868048500705,0.9737004499685916,0.9711455368688156,4.0,-0.1575241762890153,1.0877293967423425,0.8824210459935037,0.346550450215015,0.3390062383714566,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9626576074002122,0.1955299558232668,0.0605697252224018,0.981151329085706,0.9756078529691076,1.0,-0.452454511122315,1.1395072314303976,0.871690763987993,0.2605112287849919,0.321168682430713,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9405574653792026,0.2452229265546703,0.0817563800533096,0.9698236150342529,0.9599769002702988,0.0,-0.0098702149909895,0.9916501065065206,0.81963127663261,0.4773286583560827,0.4611512365944407,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.941836290104927,0.245760331066392,0.0759751266318482,0.970482683556001,0.9696095700645186,3.0,-0.1122969928362505,0.9653631140219032,0.7647547224320864,0.3962565411318075,0.2645288403716421,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.936314621044496,0.2489235571637951,0.0934209526049626,0.967633671577722,0.9607263268417914,2.0,-0.1582012928033545,1.1398411672268032,0.9515809906783858,0.3674958344830472,0.3106636761229283,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9214971233177054,0.2826297829946809,0.1032972869160887,0.959946597381943,0.9503840438764644,0.0,0.0134915106478469,0.960635636776072,0.728147546931317,0.3889298107437492,0.4042460081110696,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9313463282417248,0.2678914603396857,0.0985400910501356,0.9650630202546382,0.9571400643266732,1.0,-0.3750008264837985,1.0721629760408775,0.8988991360287917,0.222140298392238,0.1364556548521632,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9504183835625336,0.219443298334631,0.0751918082577841,0.974894236081109,0.9706901726931396,4.0,0.0352411264125682,1.0444703923530247,0.8445642549740638,0.461008936403973,0.3859706719194571,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.936637644446848,0.2582617140630604,0.0865344012248051,0.9678005816189036,0.9596591218438338,4.0,-0.7105626310346527,1.123196661316359,0.907398818668566,0.2188363928428073,0.2676773269043744,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9479791462963992,0.224784360547481,0.0760791008038954,0.9736423925601918,0.9731104934910906,3.0,-0.1708152721155362,1.1520459722163,0.946193448995289,0.1963817198443196,0.1336105489771382,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9388358921829738,0.2506381053921157,0.081115133514652,0.9689356074135782,0.9605903806314744,1.0,-0.062455024317797,0.9737599503568384,0.7927876700853046,0.4062803337972053,0.3537072508715377,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9213145714616586,0.2896184352236652,0.1097217997947296,0.9598514865075072,0.9487221828052936,0.0,-0.1570780297736771,0.9320866204333444,0.7425043589190432,0.3171826291531709,0.2810550508919776,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.932334183988166,0.263568253207379,0.0834520607644861,0.9655747288653064,0.95987618631043,2.0,-0.2782292697093567,1.0535673296054051,0.8095846303513174,0.363780442852656,0.3306888443971431,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9556218389381996,0.2184825789257242,0.0705461539540972,0.9775592515261152,0.9752118192340876,1.0,-0.6010602402882423,1.0584487424753832,0.8332085985259006,0.2129227506724111,0.1706796551756623,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9535672575514972,0.2162165085397838,0.0746389121204227,0.976507967788672,0.9699664181689956,3.0,-0.4382021566362928,1.1933230199895457,0.9696328935497688,0.2154366881898817,0.1817485501696028,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9411354439956856,0.2416041470688637,0.0767415904224693,0.97012157243766,0.9648143085891286,4.0,-0.0419009458224373,1.0279646082719966,0.8403775373258091,0.4420144164060308,0.500766202649541,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9069200448383196,0.306168570034387,0.1189425198753158,0.952323686041944,0.9446943132446404,0.0,0.2769176058050508,0.8408247734697192,0.6320636815773814,0.6266268301242983,0.6800919501877513,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9162819911865884,0.2907465073027441,0.1021215676487266,0.9572263760294608,0.9435781463158388,2.0,0.0066262015660242,0.9836941712666856,0.7954738323312056,0.446643932501246,0.4976469419864346,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.893615375610204,0.3157856231051141,0.25691238372093,0.9728762315892656,0.9666615769761292,4.0,-0.1382968767714616,0.8473952139084818,0.7422405000000015,0.6912139979631593,0.6330827067669172,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9073362604442272,0.311079496168367,0.2539062237762242,0.9723720076106784,0.9667777503196436,2.0,-0.2332623309021928,1.0299752277177534,0.878505918367344,0.2428877611212573,0.237416129480738,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8978405390899489,0.300527517964069,0.2460922516556303,0.9724363146231556,0.969130918942076,3.0,-0.1194850106120164,1.099271013495849,0.8857541463414618,0.3287953537584966,0.3382698854198356,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8946337635837908,0.3092773378885225,0.2445492948717937,0.973733791797868,0.9693624183921116,0.0,0.2885556396906329,0.9155617586684752,0.7607652777777766,0.6891717159049237,0.6780359110507259,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8873640947934005,0.3045057608738634,0.2537179865771828,0.973290032782562,0.966654090436585,1.0,0.1582888828093699,1.0316886380319332,0.8055993023255815,0.5308296368452585,0.5465735356944286,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9127768688527176,0.2959640423052499,0.2351993506493508,0.9763613656871156,0.973865670144566,4.0,-0.4939789410081532,0.962319909016474,0.8231031578947373,-0.1836999073257828,-0.1357268024138767,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8904181117200235,0.3096501340861942,0.2520002684563757,0.9748746505473024,0.96785463653367,1.0,-0.0678878857470079,1.0118818515702384,0.8263704651162812,0.4081662865975851,0.3885218072876257,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9028761829781036,0.3096540628306334,0.2514086577181207,0.9708003195652456,0.965272544466532,2.0,0.1102078530343987,0.9664472331978692,0.8043402325581417,0.4029203862818047,0.3729043993597238,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9081458042394576,0.3113981248590852,0.2529767123287663,0.976001529287844,0.9739551607925172,3.0,0.3111656349794046,0.7384679625398957,0.6200610869565211,0.6692143475613599,0.6683319484610538,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9135004440369808,0.3056584636405581,0.2396734965034967,0.9765565610023028,0.9728931118454528,0.0,-0.4368817961233386,0.8784548731315511,0.7291728571428568,-0.1482123744650095,-0.1335884690037963,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9087050303520802,0.3083371131194989,0.2414092537313436,0.974727960772888,0.9722538478369468,2.0,-0.4918924493392855,0.9334600813454836,0.7764468965517237,0.0014314592138148,0.0379012784649282,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9171676371174105,0.3057334371013938,0.23833099236641,0.975602330901216,0.969198801292322,0.0,0.0298011597807026,0.827938976244776,0.7143509836065581,0.2937496709290661,0.2221311382759721,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9083531741258676,0.3203118937553222,0.2608019580419586,0.9722071187608696,0.9699460736554536,1.0,-0.8030649722194683,0.9541097292154984,0.7999559183673455,0.4058392042826322,0.4034698336184177,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9126743963084653,0.2967669474988386,0.2364188271604934,0.9745194047108088,0.9705306190489504,4.0,-0.1230450741281732,1.000590928055349,0.846272666666666,0.1712213889821598,-0.0776418242491657,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9023062031931668,0.3173843958209647,0.2565958865248212,0.9747187353230744,0.9726740992642408,3.0,-0.042148955192675,0.8390095119059312,0.7251107843137267,0.2559318945233672,0.2257115708903944,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9128472414754512,0.3004548367672618,0.2394580701754389,0.973229887057534,0.9740046192386216,1.0,-0.2943653205526011,1.0782032931021908,0.913518205128204,0.3871822080252673,0.4566033931169953,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8885050167283701,0.3194564577889704,0.2592632051282051,0.972344982415766,0.9693648134155054,4.0,0.15867785835137,0.9529650230085984,0.7607738888888885,0.5006100599813512,0.5278331949922224,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8972931299418481,0.308000851267619,0.2434898684210522,0.9729261011222066,0.9727834500618312,0.0,0.3487850622415442,0.9185186921342432,0.779888,0.6237464571294312,0.5909560022254421,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9116503717070836,0.2978824680765908,0.242314015748031,0.9729511273640546,0.9663272895154388,3.0,-0.054966880804079,1.023809932168152,0.8355458461538473,0.1190005142862287,0.1240533726957599,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9010656169658546,0.3193108240506131,0.2559689705882343,0.9752261760164548,0.9725954209542568,2.0,-0.3325470359275828,0.8677849472157743,0.7210464285714282,0.1137729881460538,0.0784454478209859,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8956242443710132,0.3134156978678621,0.2544887499999991,0.9722619771951724,0.9672281133670778,4.0,0.3041588450908528,0.9046810238006536,0.7230799999999988,0.5957565175038874,0.5139767228991976,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9021167929052488,0.3168793148373865,0.2551100671140938,0.9728939654201392,0.9709685529106296,3.0,0.3266870879532316,0.7853599901393167,0.6448293023255808,0.5715851949842573,0.5402099237631998,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9003315443541058,0.3158426810504465,0.2634580597014923,0.9717576171627272,0.9649222350038804,2.0,0.1188791651919872,0.9301681036428228,0.7357517241379326,0.3458134099388723,0.3471720190557752,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9060186383435715,0.3123665706802295,0.2535293251533734,0.9729299393853624,0.9659446120529364,1.0,-0.0295678383607651,0.9139900861833132,0.6941317241379313,0.267401192102692,0.2864884859764859,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9076276270652156,0.3135043545471089,0.2517109333333337,0.9739460541266108,0.9728055595432694,0.0,-0.2092432879593309,0.7488249425600084,0.6328719047619046,0.188685526647094,0.1592511569667438,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9084957683785576,0.2930382005093291,0.2377752112676049,0.974177050946812,0.971015723555378,4.0,0.1480258939649488,0.9970166083350877,0.8057520000000007,0.4041038090487661,0.3964461548564227,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9023392821557312,0.3054665505072318,0.2450169696969692,0.9717920736194428,0.9665199983462268,3.0,0.05702053466844,1.011953247194092,0.8252926666666671,0.3114602365980078,0.3082587692027066,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8995945351556897,0.2996013674052747,0.240537629629629,0.9725971649411612,0.9680161954835862,2.0,0.1231283908542287,0.9760059133448992,0.7715400000000007,0.3649153060009413,0.3580851149718912,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.899703315371855,0.3064812108570158,0.2475240718562869,0.9736496470502536,0.9699776735505188,0.0,-0.1896961870156868,0.934672742523286,0.7594304000000001,0.20249723979258,0.2476923076923076,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.90957302843278,0.3030126550883692,0.2475647407407399,0.976268967153516,0.9719518817279132,1.0,0.1635879745503126,0.9042173121817138,0.7340294736842101,0.4128293736206886,0.3952610231206517,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9037497410673674,0.3335616553307302,0.2668736434108529,0.9664998189110832,0.963079951316922,3.0,-0.497427282477942,0.8864029805727497,0.7232682539682544,0.3577936615522659,0.355357123498041,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8991413819906449,0.3232636841930628,0.2621734939759035,0.9696768216862192,0.9656315922564928,4.0,-0.2030419786844148,0.6819764920942881,0.6167115384615384,0.4167020625353668,0.3508892134068321,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9097912491301752,0.2919502148071238,0.236888148148148,0.9758477585955972,0.969716260061986,0.0,0.0816666940421932,1.023189115873554,0.8288649122807018,0.3625296370727466,0.3394966702548588,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9031512150676058,0.306410400367281,0.2466395683453238,0.9697738794969684,0.9633347714422816,1.0,0.0690445007904174,1.0072380344850007,0.8181584905660377,0.2931644033020749,0.1973994560610305,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9028970477476392,0.3136389916453179,0.2578554744525544,0.970738590411496,0.9642549195903224,2.0,0.0545836039889958,0.9510421375809516,0.7547,0.271187037484036,0.296801432715528,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9090363907519854,0.2993882166094786,0.2402410071942443,0.9748224739314936,0.9677308366172224,0.0,0.1506387403100423,0.9425596823103464,0.7623509433962263,0.3885445870677191,0.3220110065766045,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9145115095111864,0.2812794431900243,0.2274735483870965,0.9742389870592736,0.9688073048203024,1.0,-0.2084315094953504,1.257224205208507,1.0629135135135137,0.0683814977881447,0.1019440493124703,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9001251919236095,0.3217788993713621,0.2529766129032257,0.9707096747889792,0.968665516142591,2.0,-0.4178409395362146,0.8703349013116595,0.711610294117647,0.0174165425265893,0.0333094729359461,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9003019894978883,0.3256439439624765,0.2582415492957746,0.973294092877186,0.9700287218617176,4.0,-0.1756597395460892,0.7424940215247526,0.6550759999999998,0.325576253550132,0.299882337401989,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.904918889994871,0.3215944520155224,0.2582649253731343,0.9697313468353558,0.9598882744009896,3.0,-0.2200959895209944,0.9538958370446088,0.8164862068965518,0.3133370871451897,0.3431674167078914,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8843585984174517,0.3159210461215749,0.2481704697986576,0.9711116049133524,0.96724332860627,3.0,0.2629733197671091,0.942012620021128,0.7496186046511631,0.5477277491290844,0.5032847556446362,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.909392265560337,0.3038107397206692,0.2372025316455695,0.9697570196223662,0.9659890550307478,2.0,-0.6700383686782021,1.0164148613111272,0.8842264705882356,-0.3100631701718508,-0.3557729137566646,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9147853373387772,0.2950283899097053,0.2410558139534883,0.9730516577303888,0.9689327459654964,1.0,-0.0002890582559955,0.9528991502127546,0.7592222222222219,0.3282812107377332,0.3363777110541705,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9089056642221368,0.3042337378936258,0.2340769230769231,0.9708683247253792,0.9688871023289348,0.0,-0.220551173639341,0.9637770925279522,0.7962448979591836,-0.089012115776129,-0.0662329384136469,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.910712980688384,0.3001907498470033,0.2465426573426571,0.9726580931342532,0.9678912030828564,4.0,-0.1144247307098229,1.0330229239608244,0.8308999999999999,0.0152375095528451,-0.0193401886073986,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9097339785717716,0.2962197643045045,0.2450458461538454,0.9717356358662494,0.970508908524748,3.0,-0.0328109777338534,0.9983093941662818,0.8094261290322602,0.2937036812788867,0.2879447987736469,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9013983303774306,0.3141140614607285,0.2567655882352943,0.9744046919717522,0.9718630066178664,4.0,0.3624355068974059,0.8013347057120203,0.6638628571428556,0.614892558001708,0.5911203787137684,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9011195070688572,0.3127039522714865,0.2504873793103453,0.9721331777801888,0.9656772154791244,0.0,0.1256132540244647,0.9447763813886276,0.7845063829787253,0.3957438385709448,0.3368895863114584,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.910403939874343,0.3255739613768478,0.2609963709677406,0.9697159911452002,0.968872006451468,2.0,-0.2401684283501846,0.829177044965987,0.6950024999999985,0.174065089332171,0.1868468524225644,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9085855056084304,0.3150537937610443,0.255844451612902,0.9742214423124138,0.973017046482868,1.0,-0.1428279596199178,0.7116391132923804,0.5896886486486469,0.2751732445943647,0.2456577192205836,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9026853721751849,0.3073172006069457,0.2480092592592599,0.975146211735187,0.9702127562724752,4.0,0.1103201026801801,0.9742013879817736,0.7832384210526313,0.4022305184930088,0.399727746948854,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9077513287350456,0.3123270247918512,0.2526269343065688,0.9740699731252408,0.9713897674478812,3.0,-0.0110408353853319,0.8489807443613566,0.7434492727272717,0.5347933577224506,0.5021829416018113,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8956587004574056,0.3210455921149655,0.2651492763157894,0.9742530999822636,0.9708579280942372,2.0,0.5084017115747939,0.7239372001199397,0.6101717499999983,0.7519145587237218,0.6959988750093082,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9072743537509208,0.310582507620207,0.2532022413793109,0.9758905030284916,0.9746597244979776,1.0,0.2220710124430145,0.8547416064896305,0.7102569736842104,0.5467734392019856,0.5428270672767798,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9079656616011392,0.3028099598028396,0.2456225362318826,0.9751443195989548,0.9694397930891362,0.0,0.2086394247320792,0.8316972243339602,0.660835,0.5095084834436077,0.5092822032869896,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.913550088022654,0.2976842736330853,0.2333818120805373,0.9756609300138102,0.974168229685037,4.0,-0.2706740208562697,0.9574805331301816,0.7970593023255821,-0.0918223260439899,-0.095148197703092,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9028799328539768,0.3127048408169017,0.2548505161290327,0.9736051215181342,0.968265312211686,0.0,0.248356665309853,0.846081309333035,0.702930000000001,0.5199169178721172,0.5493124703651019,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9116543081068124,0.3158022970627953,0.2533031506849321,0.97388793877554,0.968117976925374,3.0,-0.3427170586789698,0.870949132994026,0.7271045652173922,0.1875967388267628,0.201708668303933,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9125371136111596,0.3037703758862982,0.2487381355932226,0.9771807104989724,0.9748436868732808,2.0,0.0541631665374757,0.9233707125658284,0.7637370270270276,0.5078676738669955,0.5279036729695548,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9068873460265732,0.3077161093349382,0.2412053205128207,0.9754760751710104,0.9692808982962214,1.0,0.208358923078968,0.8360471556842811,0.7289033333333317,0.4860566351568737,0.3668425825214806,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9120325452046376,0.3005956536175628,0.2463414754098359,0.9717719828792862,0.9650818313842772,0.0,-0.0716221230819871,1.0148988925546096,0.8370265714285722,0.1201539690323638,0.1199135606039585,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9020004562591196,0.3078023731320369,0.2518112857142855,0.9739435358105328,0.9677664852612552,1.0,0.176496825182556,0.8502948385300066,0.6668569230769233,0.4407963202953954,0.4554535756551346,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9123895498918622,0.3034993602741882,0.2417322368421046,0.976039033954678,0.9693321982416578,4.0,0.2216068621142822,0.7882437390363464,0.6678705,0.4709036561417165,0.3658113279177394,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8992298062818553,0.3063132152671047,0.2466305454545446,0.9747594857448152,0.9697281382918824,3.0,0.3503627267392118,0.8439658445871067,0.6994985185185177,0.6749557476107032,0.6833588104823181,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9064813728984124,0.300647121413773,0.2414932374100715,0.973966384600176,0.9692400853353124,2.0,-0.025351303416407,1.041943785131225,0.8306977358490565,0.3399480916027879,0.3512761607893656,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8890541944956982,0.3286903261805471,0.2679249350649348,0.9721197321757996,0.9673511242426888,4.0,0.4764503514891606,0.7598460980875977,0.6588178947368419,0.8084154246368088,0.6980357837224936,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9088122064313192,0.30409781011414,0.2481747297297295,0.9750855273125588,0.9735261218026549,3.0,0.182773723783601,0.8728233095639584,0.7564922727272723,0.4588637270340327,0.3962363908388773,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9021284631967548,0.3158384621136534,0.2592792356687889,0.9751477199677628,0.9731404342815636,2.0,0.2733932245643642,0.7681513801477265,0.6364451428571427,0.682138873210882,0.5822536606476967,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8876597316183884,0.3102944356147777,0.2530259036144578,0.9717738450026469,0.9669098917192422,1.0,0.1231919231859699,1.0589466503014286,0.8063676923076925,0.5580738899483755,0.5347922799994113,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9112810391935252,0.30380565081559,0.2435840490797538,0.9755248451352686,0.970185267933801,0.0,-0.1255254380905335,0.8402243338701793,0.7078399999999999,0.0567180547721246,-0.011577780602661,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.909080494907222,0.3056662649318997,0.2440983225806434,0.9718399528743328,0.968106209493804,4.0,0.0297677968181773,0.8642733239533062,0.7394762162162155,0.1862118320149939,0.2357892245265843,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9063151046809448,0.3017639749997219,0.2476334351145035,0.9719089020664432,0.9680746438722196,2.0,0.0550261138745,0.9590431590178936,0.7719557377049197,0.326155515697502,0.3398117303392802,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.91138950282269,0.3065767467454635,0.2454578807947007,0.9752355812640212,0.9690219648339106,1.0,-0.0254569223729064,0.8233757885739389,0.7146458536585363,0.1829286879984863,0.1911566152948432,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.898612520207058,0.309796484032641,0.2517668354430371,0.9755526032802996,0.9693931267876188,3.0,0.3731022409155424,0.8912321242890121,0.7384764705882347,0.6386047617431788,0.5448154800440332,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9188989587436072,0.2949006418173102,0.2313104918032777,0.9762252221473992,0.9713125330003548,0.0,-0.2032899720995238,0.9543585605690516,0.8165562857142875,0.2308074242034373,0.217079765482666,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8974621289190841,0.3158457365250409,0.2534705882352939,0.9701772631601608,0.9677420986082214,3.0,0.1576492608393984,0.8595317766832153,0.6770282051282052,0.4800783451215834,0.4416215401171719,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9067637495893994,0.3079021117130424,0.2400390728476819,0.97309411071036,0.9651667512776806,4.0,0.273973301120103,0.8249606969204141,0.6961682926829273,0.5247124590730391,0.3978396275388359,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.896205237524079,0.3123225848381764,0.2520379999999999,0.968456005510694,0.959948796510552,1.0,-0.0635589171590949,1.037930076780567,0.8173952380952378,0.2650710833441663,0.3076050405668983,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9090130474013975,0.3113805114241044,0.2527105263157894,0.9717449979240068,0.966258864686962,0.0,-0.1397786777554022,0.9335860885585218,0.7538474999999999,0.1651366170953593,0.1760097592135622,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8867589018339154,0.3154379100728241,0.2576444444444443,0.9712472845447256,0.9634530924614412,2.0,0.0725714627893515,0.9337664199453436,0.755312280701754,0.3051524623753941,0.3302811786911644,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8940801162117434,0.3128669775306094,0.250956953642384,0.9723614613199258,0.9646631938780874,4.0,0.068494100035767,0.9150107080540962,0.729768292682927,0.4033099882871891,0.3911660964706124,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8986092129595695,0.3237124933827749,0.2551666666666666,0.9749965382101212,0.9765711382293216,3.0,-0.2262784497953753,0.8213207115797343,0.6848079365079365,0.013859227703738,0.0591024215058733,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9009098338945832,0.3312166138558233,0.2698382352941176,0.9676793212767838,0.96343511560032,2.0,-0.3374696795603515,0.8934880737072781,0.7567642857142854,0.5017912026254379,0.4937621791689249,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9009397568856896,0.314285313945217,0.2554458904109586,0.971578556771689,0.9662035082596224,1.0,0.1306631066143205,0.9347090180790284,0.7432282608695653,0.4377673980736587,0.4293865565943968,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9101086223738178,0.3110875828340764,0.2535787096774192,0.971580805555008,0.9656459281853692,0.0,-0.0435742154131957,0.849351923845788,0.6945378378378383,0.3753959965228892,0.3905851834623579,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8818121707800539,0.3136192693059527,0.2461327999999997,0.9635650324491164,0.9605755152387464,2.0,-0.0779879804395056,1.0408420751358651,0.8106656716417912,0.3624018389690164,0.4214874391445001,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8977332764089215,0.3284924494702647,0.2635346153846153,0.9723056262833252,0.9713443958648648,4.0,-0.209370650933258,0.7433600245581616,0.6495277777777776,0.2813968968832631,0.2369826909079991,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9127463008500076,0.3001304455684941,0.2377064285714286,0.9747731187676452,0.9713693414048328,3.0,0.0289756550977917,0.9165699609245498,0.7775596153846153,0.289167836419328,0.1813058980429683,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9175944210898036,0.2977848682295304,0.2262352112676056,0.9752688140804884,0.9728578814879496,0.0,-0.1323330825011415,0.8962395792420685,0.771182,0.1999330956545244,0.1305830385275808,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9037900210554196,0.3307297304962867,0.2624113821138211,0.966720291861552,0.9613989954238976,1.0,-0.2901488451434686,0.8910750375045685,0.7578304347826087,0.2585832614568054,0.2825640149829089,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9031270076669023,0.3220843088041371,0.2567731162093981,0.9680350150191388,0.9615170119954776,1.0,-0.0552567469113665,0.8938096967073912,0.7167590342624877,0.1948081766958193,0.2261619568903585,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9006931410630132,0.3021019050495208,0.2390184358707006,0.9686647833498748,0.961460330905646,2.0,0.1335511343699621,1.022068340074154,0.8607155116883122,0.3729925529665795,0.2765861501699254,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8873293722771962,0.320388784955975,0.2592061240376392,0.967945972538386,0.9602001338284006,3.0,-0.0139328010191637,0.8770319246532371,0.7049344552380967,0.4451229544588573,0.4631660020280359,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8971515865360984,0.3303151417657571,0.2579920615079382,0.9702752198214358,0.96596281939501,4.0,-0.2589401923857179,0.8676577039169658,0.7199438981481472,0.1944339989854606,0.090254942828091,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8933450747481486,0.3363249892314239,0.2681309755685839,0.9679573809770392,0.963583946978494,0.0,-0.0888523137305901,0.8101191341779926,0.69835766091954,0.2495116701978735,0.2229707911167063,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9060638163153582,0.3248256887135303,0.2560028226600983,0.9714207792202189,0.9641442814015024,0.0,0.0284237371461321,0.7136899327004197,0.5939411028368786,0.3259852473680202,0.2997253205819082,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.905798683512018,0.3169979899178551,0.2461988779317699,0.968400075046411,0.9621607950657852,1.0,-0.2498910917176626,0.9106247829577891,0.7742769376026268,0.1013397875817417,0.1331446507854553,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8986046000058686,0.2913113012949012,0.2328213580182069,0.9742825341161334,0.9719739323417498,4.0,0.2154991627157935,0.9941581126360474,0.8232244791666664,0.4664827009829996,0.4551653428181448,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9057609718340164,0.3017637317022517,0.2468518883828698,0.9710622581221932,0.9687316060394884,3.0,0.1454796476416076,0.9240636238156305,0.7811341744186042,0.4214366927220281,0.3956429811976139,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9094548354315763,0.303898942159756,0.233924481601733,0.9709371742616532,0.96621345832659,2.0,-0.5728916708290661,1.0074520607731088,0.8545684135338337,-0.2567014283000008,-0.2293844080154946,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9066610631044184,0.324914015708914,0.2552565096604225,0.9684736728139453,0.9587237600175073,4.0,0.049954301478856,0.8600949822819982,0.7099684942176886,0.3277337408473053,0.3334908149246193,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8772077048155205,0.3152176950574039,0.2525822837022147,0.9638286079931264,0.9567263870540051,0.0,-0.0985334972698388,1.0596900073036335,0.8125411399999986,0.2921420982160883,0.3570107846976467,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.904948353559234,0.3172769239844698,0.2525290741583261,0.9681429421203134,0.9614236911901364,1.0,-0.750352842132815,1.0354941561695696,0.9160114387755112,-0.1155854532696414,-0.0390811041794586,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9078501249958172,0.2980774690173461,0.243855087759463,0.9738308198668884,0.9686788754292752,3.0,0.2891605539471598,0.8931821747391222,0.7311907453703691,0.5677222104904525,0.5326338870087345,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8876193640948207,0.3281415881105411,0.265138704118872,0.9658624584135876,0.9622068236435064,2.0,0.3608867158854546,0.8329270709788931,0.680073447619045,0.6240737004953169,0.6349172025501365,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9086185664942144,0.315778817091468,0.2486587329931961,0.968161735621476,0.9617354003533792,1.0,-0.1940252989927866,0.9240800682386908,0.7824798708791215,0.187200068639429,0.2474759338250736,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.900791488296018,0.309947169986997,0.2528821567460307,0.9677274617707076,0.9652363245494124,4.0,0.0501045813943827,0.968665536493798,0.796666961111113,0.3297450745330389,0.3372004171043049,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.91134304714492,0.2983566758247373,0.230353329979879,0.9732026936589644,0.9673198923780136,3.0,0.1139653523637648,0.9420547881603912,0.7564901999999997,0.3658203936916879,0.262258080310105,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.905662361642464,0.2952049324208314,0.2341468823529408,0.970694479157262,0.9634113477122188,2.0,0.1613876285155707,1.0022733852422707,0.8363697142857148,0.4088404088112402,0.3845785770241368,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9078140198379564,0.2964368262872933,0.2383368666666669,0.971888689912714,0.9685371194709071,0.0,0.1539681148175677,0.9868798495159158,0.7930808794326238,0.4490875938249093,0.3561350763441941,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8898467735498407,0.3124611013397132,0.2504613571428569,0.9658113898739612,0.9577204525856048,1.0,0.1935696504333364,0.8971364323408457,0.7307564714285697,0.5114061588594724,0.4821504011719063,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.914239448347188,0.297591957990397,0.2418475403050108,0.9746204689284714,0.9683506082986852,4.0,0.1627266775835252,0.8642156684917642,0.6904635897435898,0.4445655056720109,0.4262286789890557,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9029053063531614,0.2941653233798886,0.2419483221476508,0.9736523737272312,0.970847845654143,3.0,0.1357116983138179,1.015926121883664,0.8114386046511631,0.448054819029912,0.4711324249101309,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9010983695060468,0.3132973890366133,0.2488199433106561,0.9664637477566472,0.959294696273884,2.0,-0.0426233176245873,1.0285436934786083,0.8571469870129875,0.1160069294696977,0.1028309573651926,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8987884828071876,0.3251992613371341,0.2589075801475507,0.9722483113402466,0.9688454530015644,0.0,-0.1655787141165221,0.7615819855193957,0.6441084200000009,0.1875477971551828,0.1238173021264112,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8975988591436168,0.318986912424835,0.2630374392935979,0.9719872844570332,0.969793935897761,3.0,0.4344473858998975,0.7593139729275885,0.6323493292682922,0.7066864609626304,0.5899725579496239,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9013446498860096,0.3250431706308475,0.2570153806146566,0.9692081980914692,0.960103306868276,2.0,-0.0580236759481471,0.8806544051938942,0.7524322679738566,0.3851327787290477,0.4086075070467448,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9001377985709101,0.3094485254695991,0.2442045774647881,0.9671173558920408,0.9595951559921316,1.0,0.1261726462102027,0.991979825259325,0.8120382800000004,0.358031121416571,0.3093362803627147,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.904660762264106,0.3201955199083283,0.2578356728110595,0.970924623269616,0.9672193363466016,0.0,-0.5048319179481253,0.8356709855689749,0.736277945945947,0.3803798990180609,0.4136827157368632,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9049998393563984,0.3144514889971562,0.2463719855072453,0.9671370669405336,0.960020230228018,4.0,0.0633435881931923,0.9122466984373616,0.7200937222222223,0.2910666776278486,0.2326884600293333,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8924139591565459,0.3392129758653888,0.2684038013698629,0.9641865472982164,0.956486321334186,0.0,-0.152508013501591,0.8505255833972809,0.7024170289855072,0.3611693537818889,0.4276725810285011,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8796445358708841,0.2936306347821009,0.2375984126984125,0.9647448158892726,0.9617666169305976,4.0,-0.0934995843549117,1.085470972910056,0.8523212121212124,0.332802020035352,0.323740632001776,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8856086966270174,0.339226752232452,0.2750684210526315,0.9642326224699675,0.9548476945883762,3.0,0.1871821777373423,0.8452603367772417,0.6991154285714287,0.5123402341293403,0.4866995207797696,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8918595739829294,0.3012559165611696,0.2417724946921444,0.96968217449847,0.966957629457898,2.0,-0.4470934988126958,1.0528107800678073,0.8605938095238101,0.0771175569402881,0.1517019190362795,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8945820612807224,0.3281714189380128,0.2616929302832245,0.966183133634812,0.9634171480015332,1.0,0.4674379008391216,0.6996195367662852,0.5884418803418806,0.6937757011288102,0.5565622375242557,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9069615857549144,0.305331003025631,0.2426718279569892,0.9699701006554218,0.966468605432564,3.0,0.1565916724636068,0.9228996904423682,0.7590882882882886,0.4571157237888784,0.4856837995373613,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9162382698992052,0.2985034542850191,0.2316429710144925,0.9710130964898016,0.9669403950080124,4.0,-0.0792303357149777,0.9493802409547664,0.7582351234567902,0.2088284199794287,0.1762732545532006,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9056806353163044,0.3245926049989788,0.2522749074074074,0.968101555960916,0.9662946980811812,0.0,-0.2507522986774095,0.7896503899788502,0.6570547916666666,0.0248022214682588,-0.0414732788880099,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8862935027006058,0.3224525342023202,0.2420361428571426,0.96316460132313,0.9612621278153662,1.0,0.2127321409963958,0.9867863369115852,0.8276326923076921,0.4651073856228209,0.3880635249437951,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8806577138714091,0.3281133835453345,0.2596173744292238,0.96153842738083,0.9553025453699518,2.0,0.2723929838414085,0.907184780793484,0.7424347463768121,0.540424256550019,0.5594893029678264,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8839403232381038,0.3213141965511498,0.2600774213836478,0.9660028517169228,0.9567325785092642,0.0,-0.469636916116106,0.9909309667237785,0.8021454545454547,0.0173570594285052,0.0127015961001665,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8985252124794082,0.3235493586319506,0.2519322595395775,0.9685131162450537,0.9659681608290646,3.0,-0.3576070683229391,0.8600949963614029,0.7175266260162602,-0.2029029869391292,-0.1896589291796265,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8940165320987576,0.3382789825099134,0.2622930123456788,0.9673448209187804,0.9639750167423742,2.0,-0.2621067494096625,0.8082517922226891,0.6676602339181287,0.0702437776952613,0.0646625075062682,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8873600835683387,0.3329498246815406,0.2628324218749999,0.9655820081331392,0.960778563713691,1.0,0.0863364411930878,0.9743885930337932,0.8110499999999999,0.3177559133320627,0.3403851000660866,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8937741356239396,0.3140673128915079,0.2477357812499999,0.965198686761552,0.956273174460172,4.0,0.1523315686832517,1.0761827808082014,0.8704375520833334,0.4629211028158472,0.4379067015000653,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8984464583773767,0.322416403789568,0.2577530234375019,0.9671216995454992,0.9588543900745286,2.0,0.0094717168386204,0.9668866944220323,0.7761163370535733,0.1995415558183877,0.1690803567115288,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8877051013269504,0.3287781976739544,0.265626440816329,0.9672939455331176,0.962545650199945,4.0,0.2305620511989601,0.9213664817797472,0.780326269230767,0.5323364556450617,0.6179722518676626,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8853399415243857,0.334038498450971,0.2707484369134505,0.9690324867990288,0.9663758579782163,0.0,0.4752383323667485,0.7473866343645673,0.6053949844155825,0.7383603020840078,0.6993054957641547,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.911117164730334,0.3016191218170398,0.231970724358976,0.9725761976017648,0.967861185310922,1.0,-0.1736230620049443,0.9467566666299028,0.8152023634596698,0.1929255933277096,-0.0334728035215808,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8936796859024044,0.315179735334715,0.2518422791783409,0.9678728445610434,0.9603439543596556,3.0,0.1039822417845196,1.0192797054323914,0.8026904652014646,0.4098174253264159,0.3882168350369384,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.894980805178648,0.3275378186626855,0.2648832220982156,0.9689306832880344,0.9638458903918268,0.0,0.2391978966666115,0.8510114712224056,0.7211585624999988,0.5452714255543966,0.5254433280371729,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9070319757526402,0.3069824054364415,0.252766190320571,0.9735854172961148,0.970812269735098,4.0,0.135751640531943,0.8389122402014138,0.7225717521367506,0.4745053152107448,0.4080372507338799,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8986138253548941,0.3222663168378734,0.2495522513508946,0.970072167177528,0.96621075693836,1.0,-0.2120376236361958,0.7843713444331726,0.7084814439775903,0.0762325671325365,0.1009209615991042,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9078505837432126,0.3229789378149515,0.2567876943562625,0.9693081215408244,0.9609581456558576,2.0,-0.111631662643552,0.8744959227812025,0.72740214807853,0.252255001146969,0.289492448913117,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8975213286011654,0.3287649673096517,0.2658826477832509,0.969412102720966,0.9632051700344776,3.0,-0.1510736062991067,0.757517495282247,0.6537292482269499,0.1598576488463191,0.0921680306453203,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8855543960084933,0.3189083049615474,0.2565508760721665,0.966608233645851,0.962415761676848,1.0,0.232503251948734,0.9867034817508892,0.7856568279569881,0.5547510246873333,0.5870967741935484,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9079552782349984,0.3143619811668948,0.2461485599400596,0.9687559042575208,0.9619966926711808,4.0,-0.4177120163630714,0.9566425313305306,0.8497572993197295,0.0605984255381447,0.092096535657407,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9053911879627976,0.3105405433447834,0.243690572012855,0.9704689024401192,0.9643156778129542,3.0,-0.1918431405231235,0.9534712038848407,0.786096869731799,0.2270816682690389,-0.0012319823435999,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.907216396800561,0.3086144138556875,0.2431430952380935,0.9698504146908148,0.963047194530856,2.0,-0.0229788374405683,0.8908299202076456,0.7412021861471871,0.1197932042678823,0.0919117647058823,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8953626971910427,0.3234377060200186,0.2608424140720393,0.9665794249547875,0.9611445327380213,0.0,0.2241708429731631,0.8874911927294391,0.7234291150793623,0.6007358587522343,0.574002574002574,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8895791666353426,0.2995885275478643,0.2410468085106377,0.9708591591280548,0.967359184677848,2.0,0.0418536884300266,0.9864707591464532,0.7947607843137249,0.4322979213619523,0.4058830185449023,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8982246017690935,0.3229826304857267,0.2665553546666665,0.9720187837852404,0.9695514530162936,4.0,0.3523626221805495,0.7904932706861679,0.6548471243781089,0.5996214051682208,0.5596906966306239,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8988304451029576,0.3117508482131864,0.2506271063394681,0.9700680070471264,0.962765036618587,3.0,0.416661078336647,0.8460802236367366,0.6918060311986858,0.6743991779796218,0.5048041542703416,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.905365494512184,0.3205537448709005,0.2556949800000003,0.9694710354544548,0.9609730169927506,1.0,-0.2018580810513321,0.8528976178358985,0.7247065238095254,0.2602951042347589,0.2901252098100327,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8907573764814766,0.3180481091483688,0.2510283312368968,0.9675997585130436,0.9618476105745656,0.0,0.3900040381889814,0.8616592208787893,0.7356172272727279,0.7058252202750731,0.6951871657754011,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8964669082020464,0.323145916760289,0.252688291989665,0.9697971090713292,0.965367162083638,0.0,-0.5411198950006089,0.933211418814898,0.7776042176870746,0.0256322928032782,0.0273890397805569,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8994418516556985,0.2947294365169702,0.2395094604316549,0.9722884122322136,0.966962979038452,4.0,0.3307412161604174,0.8990279359087556,0.7530675417789747,0.5779726177650634,0.6147612050837918,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.897097385756642,0.3315288590265485,0.2683951048237473,0.9690625120874998,0.9644958365715526,3.0,-0.1220759757515568,0.7044109172042332,0.621533203007519,0.1528919092847176,0.0779249225190986,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8980061100174729,0.3100164481207184,0.2420749731471522,0.9659131284424624,0.9582686130504492,2.0,0.0649746537318191,1.019026141195969,0.8310493220338987,0.3037191581995122,0.2630563759352301,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8943111187749478,0.3233019827034713,0.2553429700460817,0.9639941460780292,0.9556436458897116,1.0,0.0061979027469228,0.9980956126738284,0.8109077184873961,0.1865228495062253,0.1827422318775879,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.894527100304321,0.3262097026114542,0.2597501364653238,0.9672359441687574,0.9625430943515858,0.0,-0.2197880856517704,0.8621519623947751,0.7597133565891481,0.1191993210645685,0.0857779288563916,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8976955948075301,0.3371625650939133,0.2765664892086322,0.9679772160800147,0.9633153701430344,3.0,-0.0927292929909573,0.821182603847033,0.7060501572327055,0.545976426719733,0.5586243063078266,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9065092701485404,0.3129690190528652,0.2479096463792613,0.9696184382712744,0.9627211948365072,4.0,0.0669770864743291,0.7980496253498537,0.6860153043478248,0.528629337243549,0.4882629257039928,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9056711660123724,0.2975960915131138,0.2335752717508056,0.9700456372071584,0.9631147705308072,1.0,0.0565196574458797,1.0392522990931954,0.8672700193704606,0.3270978938394128,0.3225391642044516,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9001057907186192,0.2932534170629602,0.2365999007092196,0.9704167863166716,0.97079584252294,2.0,0.0874254124799707,1.0190860637144856,0.8254908478057892,0.3617037738712985,0.4193723556970915,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8809844704784341,0.3137729433478363,0.2494758225108224,0.9682653580163902,0.966766367192521,4.0,-0.4349176881335233,1.032598811316176,0.8178956140350878,-0.0130118561626114,-0.0314073101335084,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8961179081377588,0.3252274174113184,0.2500847972972971,0.9667309474542513,0.9631643447084955,3.0,-0.7259415848632544,1.0088569712240552,0.8550193939393942,-0.1334466602335741,-0.1879052739278204,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8845901463273326,0.308553307456852,0.2467093010752687,0.9699313350871356,0.9649585727317777,2.0,-0.5170779543224346,1.0627505430473194,0.8522997747747747,-0.1229057965390632,-0.1168938944872555,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8979245561840576,0.3293034848848007,0.2618013645833332,0.9660778389609876,0.9602632227298552,1.0,0.2626958761723416,0.6700051998091263,0.5723195312499999,0.530457166911025,0.5708524385561468,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.89923063274515,0.3178453971473263,0.2508465468306526,0.9640977011144292,0.958635606512033,0.0,-0.0345039613570017,1.0198664503675794,0.8368634146341463,0.1605568275761683,0.1256752052164673,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.912604256681882,0.3083935187595541,0.2470464611872145,0.9723624592267456,0.9662222360264566,4.0,-0.025968847399989,0.8697037560810842,0.7110595652173913,0.2439582773639454,0.2453965117222466,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9125253466667989,0.3006992739342785,0.2357456707127294,0.9727686218551324,0.9671098049727024,0.0,-0.132503404767839,0.910339437714842,0.762670512820513,0.0068540616102842,-0.0501062863180483,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8723806730142372,0.3269766961105316,0.2544455769230769,0.9607580263183076,0.9550971061525688,1.0,0.232183217151207,0.9564383142971408,0.7416250000000001,0.579931746447144,0.5818474521109028,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9047171329008054,0.3235500422328765,0.25758,0.9672041312824128,0.9589583904122984,2.0,-0.407157436129038,0.9339844054413824,0.8069065384615387,0.1235026008504427,0.1631302579234256,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9069358875733236,0.3215979927966814,0.247743371212121,0.969481690923368,0.962901265684194,3.0,-0.1347634614615147,0.884107371720357,0.7511242222222222,0.1904960875148849,0.1869919843440465,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8969116285395382,0.3309748559591776,0.2649427066052228,0.9682886767435336,0.9625384917136126,2.0,-0.0147695708502382,0.662404812743647,0.5725324324324323,0.3451368946520626,0.281581603836335,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8893275215325502,0.3037311418945553,0.2455946047008547,0.9699045918045188,0.965992475695046,3.0,-0.4404526910649167,1.0365696675974942,0.8474560185185188,0.1022347365427929,0.1088943235937701,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8961468645355377,0.3216742896975801,0.2544496796536794,0.966800210851776,0.9600013628519444,4.0,0.2110662231320637,0.9088794920731302,0.702474074074074,0.4900250862060625,0.5118338737329751,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8993054006591954,0.3220991083890172,0.2564352419354835,0.9637390623367776,0.9539049846388212,1.0,-0.0749632192134606,1.0132990300230176,0.8425919117647057,0.13820577113025,0.074359341855759,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9040013957970172,0.3074519490664282,0.2354847457627117,0.9678937588648344,0.96158425537868,0.0,0.0414842177269224,0.9948086046734982,0.821656756756757,0.3368491862356724,0.2901004188118647,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8286184748092676,0.4001519411830766,0.3137564067593501,0.9255386869693368,0.9205100580544484,4.0,0.1950757883197781,0.9404349062457276,0.7388138665559224,0.4441619150284908,0.4602167621391218,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7978261757047199,0.4101166520507718,0.310686305189687,0.9125883924674631,0.8979011028328463,2.0,0.2137208243842047,0.952288035492281,0.8059920592903833,0.4973937126173141,0.4543150658587146,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8576001422135553,0.3722711024596636,0.2882200754271177,0.9380807810281852,0.9342353576399376,1.0,0.0151409905811504,1.0261947806917195,0.8292997361436412,0.2371000827764931,0.1877942349206702,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8169796245283678,0.4406042503461323,0.3489351322950243,0.9189009881965854,0.9119149315260762,0.0,0.2530360254219596,0.8007069935865865,0.6154203103309118,0.6061310346022734,0.5962909919915823,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8328458216468079,0.420295633956978,0.3274731029798418,0.9246868328735888,0.914102681659312,3.0,-0.1090944860124087,0.8806710315155637,0.703094258620689,0.1759342254195934,0.2462732555340907,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8285324189422408,0.3982326193197207,0.303763018770885,0.9260681366640098,0.9080159967989552,4.0,0.1405143866827661,1.0163640768735511,0.8284430357142878,0.5675981339425678,0.560022517855964,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8337442933604873,0.4220198192552292,0.3240396904761917,0.924844410258747,0.9180942839085556,2.0,-0.4194409275138333,1.012615335442713,0.8494120913770898,0.2293135003760364,0.0063437481584189,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8298376976058324,0.4142400265142192,0.315407071585213,0.9251152112278254,0.9118266711809204,3.0,-0.2026548234895855,1.0899032772353086,0.9246190738095196,0.2953022962096893,0.2166385144674451,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8331983600593821,0.4228608546770844,0.326677508199307,0.9234645256060614,0.9119730555792906,0.0,-0.3829122532993687,0.994192290682611,0.8472624245063904,0.1372719562234924,0.176678137554908,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8418454914639021,0.4143835691407907,0.3223370752994463,0.9287286683720648,0.9197509869959092,1.0,-0.6162160630244364,0.9386274428185452,0.7961500439244699,-0.0266216143719518,0.0274799755629278,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8537641287422214,0.3978535942007533,0.3087481422423441,0.9336689622397224,0.9261462891637132,4.0,-0.2364459730182389,0.9650733032385947,0.7978611361904752,0.1407031301424649,0.0609196782502441,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8633707201997287,0.3731928345661479,0.2778008240459326,0.941118472287588,0.9347729762392288,0.0,-0.2670813233247062,0.9949938085722252,0.8315679290382816,0.2271094810647299,-0.0001131426502534,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8427900931856537,0.3945137609521519,0.3078737320188515,0.933685988872608,0.9317536715080064,1.0,0.3367498188883832,0.8274805468419986,0.6654155530753969,0.6094837410377464,0.5890454873701616,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8307124564441386,0.4172659462813612,0.3222492722708134,0.9241237520221474,0.9177558567366524,2.0,-0.0102551842205294,0.9007719290529224,0.7520289682539687,0.4249371834785418,0.4258887097491383,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8382388954224722,0.4061495615705381,0.3203405067455392,0.9312670162908472,0.9253585155294471,3.0,-0.3255461354181497,0.8316596029900511,0.6684677898550747,-0.08609114018012,-0.0094700475765619,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8482775330039427,0.3948869788947202,0.3067955340632606,0.9360160429350948,0.9319039459336864,1.0,-0.0549229671838558,0.8658449086955372,0.7171750337662357,0.3580177871645769,0.1104676339745967,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8258582663865445,0.382025046496851,0.292159818452381,0.9222509270833292,0.9246641100457524,2.0,0.0119372646769009,0.9968996627886944,0.8032333244047614,0.4107031032956496,0.4180204934729283,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7798342842088424,0.3898746543339773,0.3023055827338131,0.9113566912194524,0.9057324673241082,3.0,0.0707296594980896,1.045978312164222,0.8294095630428265,0.5256747971454605,0.4918343485590715,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8348634662537812,0.4214367078069436,0.3249588630179346,0.9245846703977348,0.9141863848464628,0.0,-0.461378275380099,1.0047048637269318,0.842097570175441,0.0003161409067928,0.1065506486573371,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8288500250612942,0.4341750904724991,0.3337111508542354,0.9239735335051698,0.915876113643736,4.0,0.079788901854363,0.8453505131503509,0.6929150718188927,0.417146774813407,0.3542820878377359,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8668210291943748,0.3690817495162437,0.2796056061179444,0.9423184991013372,0.9380098423363086,4.0,-0.3230263397756352,1.0333665536702998,0.8530500300038714,0.2012528546247535,-0.0476169730765879,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8436933588340226,0.3660760735074881,0.2847121782573937,0.9356518980278392,0.9299229710473788,0.0,0.197012720386589,0.9925958518813188,0.7954885247079955,0.5116357261681488,0.4952114040162177,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8186021920955344,0.4534240596474507,0.3570727998866215,0.9174660326447616,0.9079012104558614,1.0,-0.7324723338710384,0.9786780741120896,0.8203343037518058,0.3085047515082149,0.3257304508669384,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8086037329755724,0.4056422261229257,0.308174820254863,0.9198974588831016,0.9070062310495712,2.0,-0.1121927247488661,0.992596316503044,0.8382377266666667,0.2902096448565976,0.2828530262628635,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8270668047229753,0.4109130499478316,0.3097914585414593,0.9206175055042004,0.9122330005778548,3.0,0.139397795603331,0.9449728078439952,0.7767785461613207,0.4843422603101007,0.5054342286404249,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8054626851204679,0.4011211256062963,0.3097034525365709,0.9176612399173152,0.9026011508887758,1.0,-0.183363947494596,0.9203931177416016,0.7619503717948701,0.3107790381860951,0.3255213622673708,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7868041901494139,0.4133782132818985,0.3163579052757795,0.9076640130013968,0.8969584577957389,2.0,0.0957293632030852,0.9126753272308706,0.7430440543575925,0.3573657417541137,0.4008306119947154,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8106171482781791,0.4053469119834255,0.3103725896452545,0.9197816169916052,0.9075245277046636,0.0,0.0065606900276555,0.8949125285018754,0.7555249224806186,0.3979404839311855,0.3816932255871913,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8229141904214748,0.3814522745922987,0.2860363197434224,0.9274458866854498,0.918475164659414,3.0,0.1531432871180248,0.929485819180273,0.7390098788819878,0.428588935952867,0.4011534696205566,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8512894275112982,0.3767136780351572,0.2939119442946991,0.9349850759713134,0.9286679801022264,4.0,0.1059013509109896,1.0543088191472014,0.8387845310245321,0.4546137675376274,0.2535105351369853,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.818328132357862,0.4177193108943811,0.3232591815476192,0.9207888542211288,0.906523556864648,0.0,0.196137000692395,0.953082528270234,0.7847021527777779,0.44400922243701,0.3152651869364976,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.848699379676354,0.3824474973760176,0.2995169988594239,0.9320090237662504,0.9277142585834952,1.0,0.1869342599205333,0.989675713380524,0.7486770333333329,0.5372693632095947,0.4517806335592552,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8351450558395294,0.4217226594318119,0.3226479539682539,0.9238400494555424,0.913844756383263,2.0,-0.4717949297855768,1.0079694856836254,0.8627880952380952,0.0745711404310277,0.1979576125141214,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8310674432010703,0.433932423291114,0.3422276515930112,0.9235088689289164,0.9185603019597912,3.0,-0.0468494572953406,0.8050146798300164,0.6642116981132075,0.363762595372436,0.4021774193548387,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8220327731835051,0.4257429843988011,0.3257853973727421,0.9163567929284726,0.9039772938937872,4.0,0.0250495793237326,0.9534027811009096,0.7697807700101315,0.228111422271423,0.2400034696119803,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.835163473593283,0.4153877350528112,0.3171622275487377,0.9261306888793188,0.9148439834878695,4.0,0.228564005448795,0.7897195568587665,0.6702160852713175,0.5124972586638762,0.3606842127708239,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8070811481489792,0.4211798695149263,0.3241942795698921,0.9136580257433332,0.9039274364930644,1.0,0.0391415554808467,0.9482618468149212,0.7298481081081082,0.3365763477096486,0.3331357462652315,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8263414505992984,0.4467691662940322,0.3472231635289774,0.9202956335871396,0.9133445242035904,2.0,-0.4433359701617274,0.8840688533304623,0.7181597241118669,0.3546152866906078,0.3475087927711046,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8378620330727546,0.396044120990598,0.307818023983316,0.9283071287280062,0.9247785961002652,3.0,0.2216808778529159,0.9100637570149528,0.7094797272727269,0.5606872126015406,0.5667532658665307,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8337786639479415,0.4259394140273067,0.3244682151944749,0.9237580079772396,0.9148720361837698,0.0,-0.2555945585568941,1.0112512518589276,0.8435447540983608,0.1463109227510902,0.1267289031571572,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8542952173804733,0.3871376404906574,0.2904810958485957,0.9340717508510876,0.9282935845811008,0.0,-1.1046789704264874,1.1257351654230137,0.9195577910052912,-0.2901298738179474,-0.3455001931247585,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8315477496537133,0.3700430056570598,0.291003988500162,0.9294745408054172,0.9224876130969728,1.0,0.0967237142189519,1.0800890017096394,0.886619095238095,0.4665341723263995,0.4292586528220397,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8416340339852215,0.3741201586739793,0.2787783351508543,0.9300780270156146,0.918798839172985,2.0,0.2111716045116807,0.985638360567771,0.808996693989071,0.5138001065588831,0.4730717865726216,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8625376667016929,0.365407675558446,0.2898789713064713,0.9407476506248292,0.93857024569987,3.0,0.1999578380163852,0.9503196997692438,0.7099683002645502,0.4725700564831736,0.4492595014717956,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8045886105172827,0.4035937585170056,0.3062560683760683,0.9159072741319788,0.902944793592935,4.0,-0.1705169839259381,0.9344108150316284,0.7784479166666672,0.2676046475788706,0.2534277485297736,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8373954859225917,0.4230140426208933,0.3282269952501204,0.9285796866058372,0.921066981293066,2.0,-0.2675215101507464,0.7863495061149076,0.637417180952382,0.0250205692164684,-0.1236573335334168,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8426935225568921,0.3790631246540641,0.2930167110389624,0.930898422616334,0.9240722412187516,0.0,0.267619403152965,1.0021259163802465,0.8089269906015046,0.5455493593604175,0.4733472092406326,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8295891595767775,0.4334070633222781,0.33166915873016,0.9234393515850958,0.914277440218505,1.0,-0.3432551159807475,0.9300367659973388,0.7890044361111113,0.1789644535446864,0.2078145843399177,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8265754020042704,0.4409270654067781,0.3474765130427194,0.9224590736385184,0.9125637245996489,3.0,-0.0475373712883067,0.7773695596283352,0.6458716213860561,0.5049754300351466,0.5140752395361156,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8430272586976505,0.4138625450209942,0.3286247440211649,0.9334063638048972,0.9287303640663728,4.0,-0.0135771869242209,0.6996952266086869,0.5886180745464825,0.2389223498169754,0.1788855117983721,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8527505500274758,0.3899616582812347,0.2982656220657289,0.9371476259537416,0.929906258717101,4.0,-0.1000232536913536,0.9192918626567832,0.763328336428571,0.3210086109380964,0.1570162588411212,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8015293310184377,0.4174606972536241,0.3192678274801582,0.9133332752644404,0.9000369852427111,2.0,0.0133931839485637,0.99256627359722,0.8076516450066129,0.3859238580966889,0.377321626755331,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8604809842203941,0.3634742251549884,0.275275454295705,0.9401447970005922,0.9290573994527548,3.0,-0.0731387612431815,1.1185748580574315,0.9022108892128284,0.2365842417373715,0.1494909805808974,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8607804409867662,0.380227653566768,0.2867094001368372,0.9395254365753593,0.9357068275051172,1.0,-0.1305475149505985,0.919763784306818,0.7751611231003018,0.2224516001387313,0.0052336340504279,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8265763039285076,0.3687808709929182,0.2853107061838628,0.9289750994686182,0.9231994312755452,0.0,0.1841968918048877,0.9707850853850718,0.7464094933035721,0.4809663369113,0.481554875507572,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8159505223035606,0.3718442850615457,0.2936894554270066,0.9265219924807184,0.9190906266539232,1.0,0.2502880749190792,0.9196218354545708,0.7331746819047631,0.5054190307992878,0.4917867440831143,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8322678411350963,0.4253543521591017,0.329831445416262,0.922605652044424,0.9114986827023764,0.0,-0.301140515179912,0.9830625604040134,0.8371431171957678,0.0953819800239028,0.1063086806704361,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8377837321771209,0.4087431417497692,0.3148883987012988,0.9254551378128816,0.9146774048758588,2.0,-0.3522670978391968,1.060416598720261,0.8915115864197531,-0.1769928393182447,-0.2222561466895936,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.816829473715162,0.4033699911010108,0.3040159966442947,0.9222017891581696,0.9046056869374772,4.0,0.398625007219453,0.8619748212209598,0.7210116312292352,0.6575456738208211,0.6068650404048033,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8546007406598204,0.3894327219945419,0.2937718386243399,0.936759809842575,0.9298178013028948,3.0,-0.3983960513342452,0.9765793415186508,0.7849329310134315,0.0660417743900903,0.066467550875772,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8319525521961707,0.4157122058047623,0.317382767052767,0.9250371438350132,0.9093586333168596,4.0,-0.0906841227872152,0.9939412173890034,0.8578980833333351,0.5427952209476151,0.3820719859124131,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8536465450377066,0.3863941593846358,0.2934923892473123,0.9353868657631416,0.9265405176320798,3.0,-0.5717975559934918,1.052764853982159,0.8483895688545675,0.0282525377037943,-0.1914502549507885,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8017269345673201,0.4172528270963492,0.315975443650794,0.910612554539902,0.8978283183074409,2.0,-0.0209120475213087,1.0096750460976145,0.8268049318783086,0.3864583815663555,0.3724492257705725,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8290289853188876,0.4219121775675044,0.3309040362271899,0.9242125913434798,0.9143119722876076,0.0,-0.2557150958193868,0.7563531343737104,0.6235046583774263,-0.0683097639279817,-0.0591684786189629,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.821423642886877,0.4301975505170111,0.337812698956295,0.920938584547774,0.910420623800348,1.0,-0.0153085934086678,0.7523709422670883,0.6216548136645972,0.2989806423241417,0.3396249691586479,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8377833498836856,0.4087471996385757,0.3145897136333992,0.9326470344307602,0.928444655186376,4.0,0.2819948228968485,0.8109148769470406,0.6626728550724633,0.5571283316414971,0.5609191899572217,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8181878382934576,0.4187289627490843,0.3210363106575964,0.9180348860671348,0.91322466298251,3.0,0.050957286620438,0.906773374647275,0.7383811370370367,0.5079290275718419,0.4925220724881319,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8294679026792696,0.4263717810040978,0.3320747956069758,0.9239556164517106,0.9173388664055468,2.0,0.2004276882780752,0.7870955300178097,0.6708400052380948,0.4950706219266702,0.3226464941281687,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8315873940808897,0.4012610210770579,0.3164336173469396,0.9257322364572644,0.924731923735773,1.0,0.0277702198173879,0.994263060626416,0.7931905856227128,0.2587744735969336,0.289102358908864,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8149911803047805,0.4149590697823216,0.3187273172458172,0.9190157574686776,0.9070664967402302,0.0,0.3095180554699637,0.8891028163244139,0.7309994837662344,0.5672117516956335,0.4477338408402058,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8219106272273818,0.4069581500123906,0.3109717958057398,0.9209666255999552,0.9040956345111524,2.0,-0.1055216928460389,1.1236474713353857,0.909862333333336,0.2394600681848945,0.1968812621810014,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8044626723156112,0.4030880992280987,0.3095543250915757,0.9191937108154656,0.9073184998600644,0.0,-0.0073671483967074,0.888804014565052,0.7269071415343915,0.2935259783281835,0.2754248220556344,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.850049168671965,0.3916786442518802,0.2977653258730162,0.9353018391560473,0.9316785319285648,1.0,-0.6330996531591739,0.908116975681166,0.7468810941043087,-0.0654331338287306,-0.0975926079237481,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8058185962980471,0.3814046315638896,0.2983898746666664,0.9217666118150308,0.9101063361051572,3.0,-0.0334089784548112,1.0348217903481154,0.8177166737739876,0.4391492890217588,0.4584534940804825,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8478012782107834,0.3903167503444216,0.3045057721164019,0.9352517801944468,0.929548855268852,4.0,-0.8431817748434243,1.0045128155249246,0.7979242460317477,-0.0601899397453955,-0.080455577436852,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8314585087465017,0.426650447645317,0.3303433865984872,0.9242703114588976,0.9114072158423452,4.0,-0.2781869066382825,0.9446491812946946,0.785896705426357,0.4187232201770716,0.3700290820229224,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8203820268036632,0.3916274112708736,0.2945066410993928,0.9224942119325832,0.9086896861046536,3.0,0.112628022821099,1.1323603371369777,0.9270290974529348,0.3525145883509881,0.3417037988067367,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8514907432835693,0.3785282351596546,0.2953240947242204,0.9351114994048296,0.9304426904256125,2.0,0.1505902445965142,0.9673861083482151,0.7716665094339625,0.4362928787660246,0.3951204759347408,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8333453513265279,0.423877310670571,0.3276534089446588,0.9221412922074412,0.9076691559794524,0.0,-0.3751688094075907,1.0091962208594685,0.8451997564935065,0.1036379518698847,0.1185467104376354,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8409135082504222,0.4179646512251499,0.3190774641488779,0.9254790728820336,0.918077203081137,1.0,-0.5123840367410919,1.008469207455199,0.867593125633232,0.0807305108217098,0.1041690761542564,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8495750996983196,0.3822616938224913,0.2900552040816325,0.9345437971115906,0.9311156135165832,2.0,0.1785160547456379,0.9530785977978786,0.7655217037037038,0.4596658774566994,0.4039405623094621,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.849407662372111,0.3940407803171952,0.2913729270729271,0.932918639755409,0.9232979937990288,1.0,-0.3416568508580517,0.9894049341597906,0.7913739795918369,-0.0755344563904937,-0.0580235258283857,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8479073472617532,0.3909522852832578,0.292470119047619,0.9325482420291058,0.9239640573034033,3.0,-0.4752722626791952,1.0311670725004836,0.8261101515151517,-0.10232918253461,-0.1113382441744632,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8392304962038549,0.4019430567554223,0.3202252155022593,0.9315110735316954,0.9276226980383658,4.0,-0.0218826952350823,0.8627196358553872,0.722933264069264,0.3495425469211032,0.1700043300522161,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8596124778713756,0.3812199031855183,0.2901246574344023,0.9381611959308278,0.9325825614518072,0.0,-0.1332232896361416,0.9791200764604988,0.7905997142857144,0.2685951813683995,0.0598293414484749,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8350779366151577,0.4254339175538156,0.3306265148609779,0.927157923008664,0.9186646183303272,1.0,-0.1512299868491702,0.8787662557390598,0.7359161627906979,0.3024190729694469,0.2134279888225964,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7777572199323672,0.4131915862520231,0.3146108683473388,0.9022247461621076,0.8864642627333822,2.0,-0.297155639460898,1.0760257832017506,0.8530039625850344,0.1616039727649393,0.2144859175439456,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8214903544441947,0.435311286406924,0.3383754622871048,0.9189009382509624,0.9083909167518514,3.0,-0.2752654258127993,0.892518184361195,0.726095606060606,0.04965974543309,0.0495192394502671,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8425261122838765,0.3991695164612091,0.3070296204797709,0.9307160801185346,0.928246037681086,0.0,-0.6660143013149689,0.9527151852344932,0.7752721549636805,-0.1396725283080874,-0.1554110343937269,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8349652680214333,0.4116495082220088,0.313035420890937,0.9227495817579896,0.913192880877894,4.0,-0.0532418506453258,0.9366589543929597,0.7972603861003864,0.1711470787231433,0.1238366236096116,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9023854092870468,0.3190673035685343,0.255562857142858,0.9747265995581212,0.9711211063666008,4.0,0.3674150703279516,0.7298609220778385,0.5868123684210508,0.607271037900943,0.5809664749861212,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8983782307402108,0.3238528140922279,0.2598851298701286,0.9745568777998844,0.9710329473338596,3.0,0.3907413032447446,0.6943415007590426,0.5636113157894768,0.6877608153750467,0.6242749410799698,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9042913647307502,0.3187128946470265,0.258977272727272,0.9750263724963628,0.970746418534908,2.0,0.2997210855853626,0.7261096291756366,0.5682076315789499,0.5722347432927911,0.6291311046644664,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8950019277220044,0.3106367680673449,0.2495284415584402,0.9723613637729172,0.9676273538030828,1.0,0.399128324243283,0.9003541991013729,0.7150907894736825,0.6881368340762128,0.5855767161349035,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9008790723158856,0.3174528486605977,0.25338448051948,0.9733809010466794,0.9689588357983152,0.0,0.3656151425371658,0.7745207865020063,0.6810997368421067,0.6063656229329472,0.539366417615327,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9071364833976834,0.3079474028394862,0.2477899999999989,0.9749477644106852,0.9668289899686068,2.0,0.1892721063658593,0.8640293779209884,0.7329689473684229,0.4794714386952566,0.4149745802883742,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8981043988330625,0.3085280610846034,0.2462102597402607,0.970151428392681,0.9654437625204236,3.0,0.3307502606142252,0.9282668970239776,0.8001805263157886,0.576150051930429,0.5727262914921954,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9013856397397456,0.3124746609228212,0.2518304545454554,0.9733796924025312,0.9684389701030206,4.0,0.3340717252253767,0.835765639354908,0.6854052631578953,0.6014393611550034,0.5576228654983252,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9035277686987808,0.3107449508162489,0.2545152597402587,0.9769109517483174,0.9729239959888786,0.0,0.2423031031773495,0.8425216767225445,0.6898226315789476,0.5031373690045404,0.4737101281916718,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9044914715523692,0.3033446761738002,0.2448734415584429,0.9728077807661212,0.9667007311448542,1.0,0.339475395730541,0.8766971081625188,0.7000234210526299,0.5977917423652296,0.5444396090375989,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9003436165879142,0.3100114189581025,0.2506909090909088,0.9731429844939892,0.9720129508985348,0.0,0.3192342191921882,0.8862851196530526,0.7369523684210535,0.5798784420592199,0.5715692745977575,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9044371655500784,0.3056735817075092,0.2428805844155844,0.9774020063464844,0.9731509889494152,1.0,0.3668532699926339,0.8334272269118036,0.7322373684210544,0.6241108226899587,0.5688645767483498,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9126643957413232,0.294982417095419,0.2473186363636371,0.977787305300746,0.9739788626157982,2.0,0.0973480961497019,0.9597316061507724,0.7421676315789485,0.3359501583783121,0.2914044978919894,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9007611551241096,0.3089374623756255,0.2452608441558429,0.9748968830080458,0.9694893099513328,3.0,0.2020755394041475,0.9662388904883236,0.7890986842105262,0.4550317781289835,0.3630991485957035,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9049231051075796,0.3123004004170504,0.2554916233766223,0.9750509065455784,0.9721048653100708,4.0,0.2539721923644047,0.8260757482312314,0.6641510526315806,0.5138025987626009,0.4220665726676681,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9020633189960942,0.3136100070709859,0.2480155844155835,0.9738699095757052,0.9694256356231572,1.0,0.2895731443449835,0.8434878096083508,0.7044584210526313,0.5482021237065848,0.4473626640925968,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9031670606005502,0.3081254217183165,0.2495785714285711,0.9730109144493192,0.9717363203159004,3.0,0.2885574943742013,0.8841135430296387,0.6834484210526307,0.5538351994501551,0.5232806267065315,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9112119019819837,0.2929323597648474,0.238164675324675,0.9732640129431084,0.9696918422788908,2.0,0.2360224746091536,0.9396514831742552,0.7604989473684215,0.5012391942849186,0.478927248978851,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8964586345583152,0.3048400262773555,0.2461740259740264,0.972827688947438,0.9708861172268192,4.0,0.3580630360911719,0.9547687836605422,0.7516115789473683,0.6249494526722794,0.6487551387003112,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9008556296931476,0.3170078547062418,0.2542931168831164,0.9749271906200476,0.971017505618978,0.0,0.3430761486652541,0.7962283610874463,0.654507894736843,0.5862995591502027,0.5652530855916174,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9075839049757036,0.3084839715636577,0.2474953246753242,0.9732230632494792,0.9673198544056728,0.0,0.1710572125059937,0.8560939488225152,0.6581342105263169,0.4773416022340922,0.4478853210183675,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9008823979458114,0.313741284562552,0.2528679220779223,0.9740109301207892,0.9716560017731828,4.0,0.3709998087213834,0.8119970797782601,0.6472584210526321,0.6128209765614562,0.6056461319619214,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8930903255748792,0.3295012415245698,0.2657306493506485,0.9741800821814488,0.9675739313870666,2.0,0.3923889881408052,0.7462535665153243,0.6218821052631572,0.6521829909069408,0.6482789056787482,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8967996661122556,0.328557406124835,0.2631936363636361,0.9725595320174446,0.9681885510560267,1.0,0.3472628252137908,0.7133163709189999,0.5789963157894735,0.6178876246952992,0.7205777764246153,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9073082287329411,0.3058587853216589,0.2476035064935053,0.9715414695958356,0.9700960548988284,3.0,0.0820004348458719,0.9072518599537124,0.7423073684210516,0.4947963904684846,0.4551573248742568,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9056609407193744,0.306332927732208,0.250516363636363,0.9719373218586383,0.9719222041123108,2.0,0.1903795904073448,0.8694072781831861,0.7123731578947382,0.5173619568888962,0.3663128029093022,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.907550429683186,0.3026955285988973,0.2470711688311683,0.9755262998931304,0.973339215552772,3.0,0.1524254456965055,0.9465546266828644,0.7232057894736845,0.4269072736241939,0.4912991252643733,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.910887930893744,0.3050042873831075,0.2437032467532467,0.9774508383911104,0.9716829941126562,0.0,0.0534155925733859,0.8919037479341297,0.7295663157894744,0.3614675784115738,0.3233926172165013,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8925396803584674,0.3311927289888232,0.2684714285714278,0.9743145479354148,0.9706511754733048,1.0,0.426602257989545,0.7288790315993892,0.5796847368421055,0.6678178355962112,0.605745562197406,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9095482875574032,0.2935392118145833,0.2392187012987017,0.9741181558724744,0.9718053705049888,4.0,0.2506696458394174,0.9497480229097892,0.7704036842105271,0.5240772827848728,0.4504267919288475,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9025849624840648,0.3120335802358542,0.2521571428571429,0.971348572123545,0.9655750293217196,3.0,0.2891537164210915,0.8469677774582873,0.685602631578947,0.5659319746862875,0.5287519841585028,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8936115235966511,0.3339496612272067,0.2736272727272724,0.967662269780492,0.9662719217232272,4.0,0.3640224191122702,0.7178456187568613,0.5409500000000002,0.6093609560546472,0.5578596058029899,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8956600903816112,0.3134591820814455,0.2480844155844155,0.9691703590094,0.9662799704540534,0.0,0.4314156538300951,0.8324343655176281,0.6800657894736839,0.7171974089753264,0.6516743308883106,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9026692262824648,0.3230209526395396,0.2626597402597401,0.970346277566988,0.9647864655977094,2.0,-0.4922045564617334,0.8286784599589877,0.6805052631578946,0.2575741507376956,0.2202889047990209,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8913695800830206,0.3333524966352987,0.2699363636363635,0.9694379824075624,0.9636859216096604,1.0,0.3515981747884268,0.7669293367915838,0.5903763157894734,0.6225879458544323,0.5678796246146955,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.907420066299284,0.3051655223628006,0.2428487012987011,0.9731300193307084,0.9688166946319736,0.0,0.1648933027375323,0.9076394616632864,0.6878921052631577,0.5016841188456832,0.5165244066822546,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8928358976036495,0.333009430368399,0.2714084415584414,0.9699744419090812,0.964137850027728,1.0,0.3808559021360569,0.7284580474139231,0.5847842105263158,0.6172250183471111,0.5680985028666187,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.904788842961038,0.2987157140028087,0.2313467532467532,0.970965934621014,0.9666341643730098,2.0,0.2284892280087274,0.980916125230308,0.8402894736842103,0.5035721394770194,0.4284541781396286,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8966197346000815,0.3262458497521761,0.2633980519480519,0.970839548009482,0.9671121007230014,4.0,0.2902911503980913,0.7956197281629617,0.6031236842105262,0.541688621017453,0.530612245692173,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.898883043374785,0.3266271264611372,0.2567792207792208,0.9687284505697896,0.9683221128776556,3.0,0.2304729351949211,0.7793073712902814,0.5751684210526316,0.5204626141155749,0.4471682686790607,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8965758620627111,0.3300237265181627,0.2677980519480519,0.9725425005091032,0.9691627645949128,1.0,0.3761445870176938,0.7016875365484048,0.5590157894736846,0.6504527631922432,0.6397811303714608,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8947775446644642,0.3294710122637162,0.2629467532467531,0.9683981168847468,0.9658899083286608,2.0,0.3180742106287259,0.7801908271968501,0.6283894736842107,0.5666355480158831,0.5552637371834236,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8966259400082864,0.320507443943782,0.2619136363636362,0.9724633215110874,0.9680480009215098,3.0,0.3103684965734491,0.8483494623462423,0.7083815789473686,0.5825526611073761,0.54686731243007,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9015823143995272,0.32263030096985,0.2579824675324676,0.9686049458882192,0.9650767630496392,0.0,0.0700907768806807,0.8543150061522048,0.722486842105263,0.3453673267068963,0.3434763757860847,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.885024607486767,0.337454992862444,0.2647532467532467,0.9692775943699392,0.9644967455709956,4.0,0.4121795913904971,0.780723131563229,0.6843657894736842,0.6871938557068342,0.6868023678681844,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9057064605865136,0.32336209760404,0.2603783766233773,0.9732244391308154,0.9680852553015415,1.0,0.3143486245263261,0.6275890508462557,0.5110657894736823,0.5888853639896834,0.5986647839599291,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9038819997760748,0.314182076480852,0.2490214285714279,0.9742316482461914,0.9699956386925206,0.0,0.2676326969353975,0.816300167187294,0.7047065789473695,0.5243943426219458,0.4639378462899706,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.90297865958542,0.307137161622216,0.2450010389610389,0.9740614463960192,0.9676237491596216,3.0,0.2436049051536135,0.9188286794480895,0.7777023684210559,0.5066458438894978,0.5372072695769465,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.901278051452742,0.308178140662941,0.2440700649350631,0.9751330876087704,0.971106272436406,4.0,0.1844596413481627,0.9230251125439884,0.7647034210526304,0.560018320404258,0.5403009648723747,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9009695390321438,0.3077093483970066,0.2471293506493511,0.97215405584068,0.9687096971456756,2.0,0.3330181424991765,0.8940007488708156,0.7246839473684186,0.5860154534543663,0.5308310999902519,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8999684701243298,0.3139152025751436,0.2525461038961044,0.9751990881353866,0.9699562079087142,2.0,0.2641729347818823,0.8659424588304147,0.7312168421052634,0.5246619872333621,0.4830378667575152,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9064447253100076,0.3086295660300927,0.2505573376623377,0.9754102629872894,0.9694937427033444,1.0,0.2491285183495653,0.8137361808188717,0.718189473684211,0.5309028844741658,0.3871744387376731,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.892764928431601,0.3392311716765042,0.2738609740259742,0.9730143176404478,0.9704279770166968,4.0,0.5171848763403579,0.5892405216596952,0.4669513157894742,0.7193629367117518,0.7038739372415808,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9051713625620108,0.3123774702900422,0.2509034415584424,0.9740599030655211,0.9707637894630834,0.0,0.1665870351499402,0.8559828995432821,0.6812700000000005,0.477604586410652,0.4070689944266619,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9088470193147948,0.308730327634491,0.2476568831168842,0.9753530686350677,0.9709298700566968,3.0,-0.0664967517915158,0.8069808283674609,0.6864673684210545,0.4291749370564094,0.4579434309234986,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9030738844635944,0.3063682342219265,0.241828441558442,0.9739221163816189,0.9693473694438052,1.0,0.2730024823998874,0.913926030750966,0.7911400000000027,0.5260916019935754,0.4464871989965251,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9082748402844676,0.3029980360068805,0.2478820129870113,0.9752955965142558,0.971018303319658,3.0,0.0881533728162472,0.9566776253276906,0.8330276315789463,0.333657035168364,0.3279531656711574,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9024749874658122,0.3096495158512026,0.2510911038961039,0.9756929264599964,0.9695682721437572,4.0,0.3221300317988163,0.8421741342673419,0.6581207894736836,0.5778179693143325,0.5585467312936924,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.909412000026205,0.2916501414611138,0.2315055844155849,0.9746746640709276,0.97226366197743,2.0,0.1212600372234945,1.0456745983939328,0.8687326315789461,0.393723047051408,0.331491112537659,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9019272557714288,0.3033911880189227,0.2516972727272718,0.9721949474835626,0.9695371058800788,0.0,0.3382925124297286,0.8997398737983284,0.7258886842105257,0.6429938419102046,0.5900957671848984,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9092008006113296,0.2948228509091204,0.2382025974025971,0.9757091281188958,0.973744049116176,0.0,0.2071508926550039,0.9701555402478952,0.7612147368421056,0.462416985395594,0.4527496641031018,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9024722343970611,0.3048011652881896,0.2446019480519478,0.971016158285469,0.9662035452678092,4.0,0.2936288423628265,0.9103355033867,0.766512105263159,0.5456301965113326,0.4822718347984526,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9079510761440398,0.3057352950834087,0.2446802597402586,0.97417288847173,0.9731350063848304,3.0,0.2089043316819679,0.8703748246709864,0.7464721052631568,0.4756395586397345,0.4565800335117574,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9045790736561332,0.3132106109189267,0.2501027272727268,0.9744555206083594,0.9705050013818904,2.0,0.1731425012320967,0.833421565917778,0.681962631578948,0.506342572711467,0.3678047734870884,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9025618569463244,0.3157505439342976,0.2551579220779215,0.9745113760590618,0.9672042139697248,1.0,0.0390131913509964,0.8836907795806125,0.7031094736842107,0.4796632611575555,0.5092202530992826,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9050822278771532,0.3146142575182586,0.2515696103896094,0.9744956908098564,0.9708920347301444,3.0,-0.1999715833324546,0.8815031658061803,0.7417515789473696,0.4496654691956794,0.3069935500927973,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8975727206998142,0.3285249589363876,0.2647368831168826,0.9716222882359512,0.9702336221619036,2.0,0.3714737808033914,0.7055108664014522,0.5737389473684228,0.6368658525909824,0.591344313409054,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8929280730250684,0.3198452460418681,0.255325584415583,0.9742462348345268,0.9706972742222894,0.0,0.4097789883941793,0.8267367108221643,0.6465552631578935,0.6524936028028709,0.6237347495247239,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8983442279086885,0.3167031230680214,0.2560714285714278,0.9733594416680484,0.9699354983929466,4.0,0.3383732858820554,0.814316093838387,0.6091405263157882,0.6507066025926087,0.62770847388335,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8968299941424838,0.3184113033911838,0.2629622077922072,0.970006271618745,0.9667129713143492,1.0,0.4008023337082077,0.8048399640006911,0.6184921052631585,0.6971288854260588,0.7169749542452459,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9149133763131796,0.2957893132558424,0.2385281818181814,0.975662079533378,0.972983319878202,1.0,0.142045881798669,0.8811469895181185,0.7433168421052632,0.3919459652210593,0.3821405144352612,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9037221300441222,0.3087118195163418,0.2577964935064935,0.9720943991097118,0.9688766880621116,2.0,0.1868269208593023,0.9184703783551162,0.7311105263157895,0.4648431562222381,0.4795929532771638,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9088375026719931,0.3002634925934474,0.2497341558441554,0.9764695976443988,0.9710715806562356,3.0,0.2597399091241406,0.8878718099033507,0.7267589473684212,0.5126679606242066,0.4378283948834732,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9040665421154184,0.3083808571677763,0.2504079220779222,0.9737227169164088,0.970133499424807,4.0,0.2253736546185175,0.9018066023500306,0.6844810526315793,0.5239957355906731,0.5304514435358314,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9138591443545092,0.2984010083153807,0.2421351948051947,0.9750838875591692,0.9681079945940824,0.0,-0.0193783456164673,0.9475244868325936,0.7365300000000004,0.3007416730943697,0.3274777115973011,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8988364310353846,0.3132934845596576,0.2491928571428569,0.9707510021132636,0.9650944917290256,2.0,0.1762815547536023,0.9693383456879504,0.7397526315789471,0.4285834897588925,0.3579166210745158,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.899458239580891,0.3238689675113735,0.2600396103896104,0.969398861897568,0.9675466363367008,3.0,0.2334837639976885,0.8032525898855818,0.6484999999999999,0.5547972602949751,0.4391071233176497,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9016839094531818,0.3119616644155736,0.2541292207792207,0.9723891876044316,0.968620490107266,4.0,0.3414084473310895,0.8325630450286441,0.6233184210526314,0.5875350620821207,0.590578323365778,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.91400956033577,0.2949164409504106,0.2434597402597401,0.9780445435731469,0.9739706905333994,1.0,0.1247219306063849,0.914496985981048,0.7242842105263159,0.3897884783362496,0.3702123025012854,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.888076597862423,0.3273601248833406,0.2604461038961038,0.9670901833326556,0.9613290175295138,0.0,0.3296292609410264,0.893038954180729,0.7236210526315789,0.5757319563370485,0.5184942031484158,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8990727368288172,0.3143291776912414,0.2476363636363637,0.9648914455243072,0.961745725635836,3.0,0.2110470914907474,0.9341957967037462,0.7855184210526316,0.477820142119699,0.3063033504880573,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9004028721774678,0.2980431384927312,0.2431928571428568,0.9714099569399748,0.9675812448604776,2.0,0.3051058698278632,1.0062364324028106,0.8510999999999997,0.5628092279330662,0.6130867709815079,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.897545482029046,0.3292207902021055,0.265761038961039,0.9707984350881876,0.9683609560350986,1.0,0.1357232427622904,0.8191884539944972,0.6314368421052633,0.4560908916637305,0.4175740007344468,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8983173625568955,0.318126341091246,0.2556993506493506,0.9705563741513392,0.9659343238686532,0.0,0.2774779560030037,0.8480703157912766,0.6455894736842107,0.5529875353171874,0.5459917994223773,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8942378788737209,0.3211008929317363,0.2500577922077921,0.9698725504406732,0.964542013901633,4.0,0.3046125407235628,0.883033748386478,0.7161026315789474,0.5557314363771403,0.4705367408695285,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9038074198178264,0.3221882904149672,0.2553759740259738,0.970913830349116,0.9654208179213192,2.0,0.2320565498670079,0.7326028997241346,0.5704657894736843,0.5213049681269529,0.4623297046915716,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9024326000026897,0.3121456896361722,0.2536636363636363,0.9708002578457422,0.9651425952374096,0.0,0.2596049331426385,0.868439863384788,0.6981789473684209,0.5238676081922041,0.4623467849969476,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.898407692537133,0.3326295597597634,0.2709779220779221,0.9730770101576396,0.965744079438944,4.0,0.2701350735422757,0.6832718531178921,0.5518631578947372,0.5617566186095455,0.5895808393404275,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.900422055816731,0.3008069211822907,0.2334538961038961,0.9705005447754256,0.9672114189484778,3.0,0.2691057985499584,1.0027517364731913,0.8759868421052632,0.5324221015784686,0.4445173998686802,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.906120810963317,0.3113147404113762,0.2434006493506493,0.9725384330826689,0.9659859929535084,1.0,0.1687495548035372,0.8250160052673938,0.670257894736842,0.5124562162795744,0.5720696207968098,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9021581791184526,0.3154350602769908,0.2520644155844146,0.973825891447998,0.9703926295994356,1.0,0.3259910106116054,0.7968576086845233,0.6416771052631574,0.5962888159248102,0.5607113551486149,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8979739268415416,0.2992832565307362,0.2329128248299298,0.9677396586530422,0.9613702180303338,2.0,0.3150893454753305,0.9965334648222915,0.8296265037594006,0.6319415084448322,0.5478627735012696,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8969322367301344,0.3215808948144246,0.2605041057513907,0.970446783620816,0.9634333389624348,4.0,0.4748818542273397,0.7272889252857881,0.5880334285714299,0.7026309512205143,0.6764062158021448,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8903923849795505,0.3366813590641679,0.2678164191403855,0.96787942655488,0.9610048224487648,3.0,0.4021621305081304,0.7263108832104892,0.6318167813283209,0.6635174147381235,0.6567082551907224,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8966307838709403,0.316081670280575,0.2559437597402607,0.9640298627867142,0.9607721532608556,0.0,0.27032469863005,0.886695908715238,0.7584814868421068,0.5751646886209126,0.5570631360105045,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8985167897872899,0.3138239978397576,0.2498509189857772,0.968990512583288,0.9629647585255172,3.0,0.3376954807765325,0.8662333394371429,0.7143613226817059,0.5848492955085275,0.5621887900646927,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9037142248340604,0.3171878253178095,0.2546030329313562,0.9717265426600978,0.9665189380851622,2.0,0.3787829372687665,0.7202470592144158,0.5794726315789466,0.6220325657621232,0.5557500820658715,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.921733116241166,0.2847558025500492,0.2300241623376605,0.9769248364964868,0.9747470895120643,4.0,-0.1240407780146373,0.9905875144689452,0.7904855444862173,0.2746057085825159,0.309586342744583,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.884700133336254,0.3352625484224072,0.269727974180582,0.9678686290998804,0.9617030718966316,1.0,0.5573791558858796,0.7048967414250442,0.5795232653508781,0.7692607417408163,0.7403151718655618,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8987046815708992,0.3217837693112459,0.2531573274582565,0.969586776887538,0.9649312185589696,0.0,0.2413621033774647,0.8368341171907658,0.6896417631578942,0.5039051421253716,0.4938717443641934,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9171899608609576,0.2977548311535639,0.2448142769789741,0.9746032506591848,0.9710405068844165,2.0,-0.3480191038421876,0.8953890621580188,0.7459919677318275,0.2681552411633127,0.2095759262164467,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8920755421696991,0.3219923690544579,0.2585871450216457,0.9673256260112906,0.9614603270538224,4.0,0.3322558712173649,0.8747390280039911,0.6835641885964879,0.5980338195036946,0.5799814150247656,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9006238062286984,0.3230150327248486,0.2531683116883124,0.97202570006255,0.966261897937242,3.0,0.2719730887252788,0.7686828320472706,0.6332642105263186,0.536194596135783,0.5268917226248324,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8909184955904653,0.3369858088859997,0.2719342144403211,0.9676347214360436,0.9627251289979474,0.0,0.4964979231478523,0.6531678105273306,0.5381755914786976,0.7085289084815148,0.6686727213043002,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8954372190565127,0.3205148193956638,0.2537273905380344,0.9698982601953224,0.9603871095726786,1.0,0.2409854925960087,0.8786219137212471,0.6947245018796993,0.5747315289617074,0.554011176673704,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8969811041906692,0.3104531306214562,0.2479023234384661,0.9685279612552644,0.9648325837401484,4.0,0.3713696417152824,0.8975475171266415,0.7334630325814548,0.6216827966833638,0.6537156772564271,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.91251468793299,0.2906778023666566,0.2346620930735929,0.9727168761776452,0.9691700818932932,2.0,0.200183067811651,0.9625779390938743,0.7623298070175444,0.4629576850674419,0.4591725291340425,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9076888703741004,0.2991959001190315,0.2414788939393936,0.9725318682516326,0.9673454541939952,1.0,0.3330725887483305,0.8665844591008282,0.6925122982456138,0.5882496151038908,0.4934610189608136,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8973528892170795,0.3141860220059879,0.2475976623376622,0.9703042820697808,0.9634836891153196,0.0,0.3784460489663774,0.8550436788249015,0.7008858421052622,0.6548703609419896,0.6477701865666569,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9146393999683016,0.292684207840277,0.2354190465367966,0.974293359941417,0.972249765106436,3.0,0.129285801142357,0.92910439723694,0.7819858302005014,0.3900676942614303,0.3636662155703667,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.908382993480832,0.3028069997153813,0.2450608073593076,0.9740019584334996,0.9693803038635976,4.0,0.1930726391291405,0.9061460848167572,0.7504688245614042,0.4572804314481259,0.3885970695187895,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8954082701236318,0.3310364172686495,0.2671296103896098,0.9692755256775591,0.9651522526192504,0.0,0.3182822859066566,0.734658903136974,0.6062797368421056,0.6065799363620753,0.6276741268901431,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8970831037732802,0.3136825503621834,0.2499754090909089,0.9656187648458708,0.9604508920102808,1.0,0.1991116714522076,0.9199278198260148,0.7250577055137856,0.5018217117329626,0.5024900313981315,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8994116815754856,0.3181275649376857,0.2540383766233766,0.9714756293988044,0.9656538914007248,2.0,0.306231260992196,0.8312831741552213,0.6894714210526327,0.5537444914007391,0.5166338367257605,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8975993794986602,0.3206440062866674,0.2537860303030296,0.9679980910801192,0.962295709021949,3.0,0.2787463207339324,0.8169413758927299,0.6998945037593983,0.5318149452074076,0.4282352998877054,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8981129837082567,0.3209308800032345,0.260200816017316,0.9716555974690172,0.9662883511442966,4.0,0.4218814753613339,0.7439239306699705,0.5963983295739362,0.6727627748897185,0.6641497085073312,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8904446420305753,0.314839857306393,0.254900063079777,0.9683742221450408,0.9611239356378662,0.0,0.4240265473079568,0.8868911949904256,0.679051413533835,0.7328655101636693,0.6835941938964747,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9040911329086954,0.3118143036513388,0.2551225231910939,0.971839997839636,0.9678178300823824,1.0,0.1835506279501884,0.884858205105612,0.7063466516290744,0.4653682845021042,0.3892323691332356,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8996543331187914,0.3205267336439305,0.2513153265306121,0.97033601853007,0.9650322025751084,2.0,0.3282718494401418,0.7855130079139445,0.6592368859649119,0.584397002430703,0.5712097179857998,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9059866799572344,0.3111755894380256,0.2509714935064927,0.9723007487732266,0.9662642515877684,3.0,0.2155746557816964,0.8399659797473007,0.6472035789473688,0.4777548810381976,0.4513269554656011,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8909132078177456,0.3315048865304681,0.2561789826839826,0.9676395600839468,0.96437593040828,0.0,0.3019589270376815,0.8153624131603914,0.6779149999999998,0.5909678338698529,0.5735390710639187,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8841463221048013,0.3462975920250388,0.2763263729128014,0.9645141445558216,0.9538625841214136,2.0,0.4584170763383537,0.6883656658499945,0.5452800375939849,0.681249670269976,0.7020135739124287,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.903439996567909,0.3152899645615867,0.2517084415584414,0.9685559132306932,0.963204477460786,3.0,0.2490420127775262,0.8174744396454756,0.6606789473684211,0.5114768916002753,0.47961475007332,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8944631607897151,0.3135885777455522,0.2502381926406925,0.9647759702247996,0.9585622181775888,4.0,0.3414731718189018,0.92086321212004,0.7198487280701755,0.5882024011886999,0.5822618600387817,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8962434175921806,0.319888771347901,0.2485503643578643,0.9661586416692666,0.9581563740179182,1.0,0.3474004286266035,0.8382161020670855,0.7355461403508773,0.5932413243949509,0.538411034084045,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9014622233784688,0.3173654701981012,0.2572306709956707,0.9728119945685068,0.9665756201415626,3.0,0.4684683265786015,0.7014957804472053,0.5864588596491225,0.6984846824805985,0.7026701727344824,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8905972774372993,0.3348076033129943,0.266300844155844,0.96301394829647,0.9558859174098654,4.0,0.3563296433206235,0.7661780417813436,0.6044518421052629,0.603431259267178,0.5317065171825672,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8849010749805382,0.3317933723945298,0.2569618181818182,0.9684086006113356,0.9612700937066464,2.0,0.4280973365713827,0.8272875377575486,0.6741992105263158,0.6684741409095878,0.5985225727154826,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.918966314981024,0.2930052395258663,0.2311987012987011,0.9745848356174704,0.9710662338424848,1.0,-0.072147219671985,0.9046746389550336,0.7310763157894734,0.3623249356431124,0.3428540182490474,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8883657753448433,0.3309468218632784,0.2627474025974023,0.9649698356471396,0.9559628470145104,0.0,0.4554719051688811,0.7693650324515906,0.6121528195488721,0.6979711080949731,0.6748741559342084,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.891610938378512,0.3153606776107298,0.2505217857142855,0.9658425861955346,0.9568342195701532,2.0,0.1766826775029292,0.9922861833492708,0.773933201754386,0.4978066899143565,0.4756224414290743,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8868108341711016,0.3400456661059414,0.2702093506493506,0.9662474569109104,0.9628831281823724,4.0,0.50050702123524,0.6744048307753285,0.5565580701754383,0.718599294399888,0.6446706101197377,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9040822081675152,0.3190671515975458,0.2559227272727271,0.9704518438310326,0.96318549283292,1.0,0.2012063804334366,0.7853167790871338,0.633404210526316,0.475965302631471,0.4900147733985462,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9109356904219582,0.300612545642065,0.2385324675324676,0.9699229652676256,0.9608051088406684,0.0,0.0838466942493842,0.9383811398809174,0.7520684210526314,0.3674332336125667,0.3978112228703831,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8948615042105909,0.3243930584719351,0.2535382034632035,0.9654363022652416,0.9587177145892292,3.0,0.2920351086962962,0.8435040471365105,0.7142271929824562,0.5411757627765353,0.5186320179319795,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9083686675006996,0.3048395506094629,0.2423128150896727,0.9725183677268012,0.9671828555307472,0.0,0.1042250274038661,0.9027019773616743,0.7527522412280694,0.3861561882386404,0.2669366376742718,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8997890059497238,0.3266962821664235,0.2608867736549166,0.9709038810858373,0.9630583760617724,3.0,0.2970090108645793,0.7294168525104527,0.563169447368422,0.5672238519615062,0.5626744003607246,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9025521816778672,0.3126811443379888,0.250711089981446,0.971065270006205,0.963431876026759,2.0,0.2480613388053723,0.8698892613672755,0.6637628646616548,0.5102988606380857,0.4705882359986424,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8991082885789423,0.3182127448985761,0.2552778602350036,0.9695567076064772,0.9640637405440894,1.0,0.387414111780738,0.783874314983805,0.6251523270676709,0.6279878364636862,0.5908618410666296,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9034136601902084,0.309900714783658,0.2584807837816951,0.9719042812164488,0.9699504821816474,4.0,0.3273255048226278,0.8345520416005747,0.6271771008771948,0.6037447390333996,0.5693183061604115,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8915365030234168,0.3241671629969862,0.2591530199443418,0.9644112836267552,0.9569202617325602,1.0,0.3390805541176268,0.8580734683103719,0.7043976109022576,0.5899815925505858,0.5657218040747484,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9005602321083254,0.3241218270211461,0.2653804664502179,0.9692691577405016,0.9641335659477668,3.0,0.089631574378183,0.7790291755459929,0.6246644100877187,0.4339254755262831,0.4505362250658564,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9041907836094764,0.3177225580859136,0.2463883664192943,0.9710132932438956,0.9640298534991086,0.0,0.1197893560228237,0.7911815984973729,0.6571340639097768,0.4907974529136121,0.4660757305211275,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8959042974982833,0.3192871931737274,0.2625499112554109,0.9676428895211672,0.9621907147145052,4.0,0.3685559679865583,0.8350441586680327,0.6158817788220529,0.6299279638643246,0.6505417688953964,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8927381085950018,0.3379766823675089,0.2686352223252922,0.9688684352525476,0.960915943288327,2.0,0.4267900616815712,0.6587586761814851,0.5135140607769415,0.6576029157127415,0.6270861917599162,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9042172940634396,0.3195360755094023,0.2618780519480542,0.9746440657112498,0.9685466090038246,4.0,0.3746193504607338,0.686456449561616,0.53724710526316,0.640131505862754,0.5508562682644667,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9027782661410104,0.3175884083896358,0.2592296298701295,0.970514688598442,0.9642068535626016,3.0,0.2221456394905787,0.820168805394346,0.6303476616541376,0.4873900396241496,0.4520435526818657,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9082595994932952,0.3120278997142216,0.2424018710575144,0.9706888374349544,0.9626779423379832,2.0,0.1157064804028189,0.82438354528636,0.6808233834586493,0.4910596469160541,0.4121477483713515,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8914776267291072,0.325326659951781,0.2644234440321575,0.9697423372496692,0.964078851416352,1.0,0.4695483216767776,0.7664668377140453,0.6151875477234766,0.6940472491419748,0.6654993249724346,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9079044709288014,0.3080881722620454,0.2466897486085341,0.971765480935254,0.9651405803504526,0.0,0.1524264021279372,0.8639794408384148,0.6748542781954917,0.4350820981978862,0.476091476091476,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8942048759812334,0.3279432982154159,0.2632846382189237,0.9676557045700092,0.9599594525872768,4.0,0.2980079982092777,0.8179203572009447,0.6196919047619046,0.5565462592401286,0.5778531568005252,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.900343985426914,0.3219274457687501,0.2551198766233762,0.9702883146509598,0.964754543454876,3.0,0.2783946469453416,0.770667392489354,0.6473709799498751,0.5397948570437022,0.5353977459240618,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9023222825311026,0.32051301319822,0.2552437888064314,0.971256276390666,0.9648483648867084,2.0,0.3613165079540468,0.7193980769399065,0.5965916679198005,0.615936249591938,0.5592821587405024,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8965384071545142,0.3241864669530242,0.2562335893630175,0.9680235010684116,0.9612337580068064,1.0,0.2208779660688555,0.8256248890178247,0.665343979949874,0.5647305814078214,0.5401619642761882,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9040196366123692,0.3141551615439006,0.252361948051947,0.9727287286714454,0.9695798726840152,0.0,0.3504297634315514,0.766622291367171,0.6041631578947362,0.6094648589913368,0.5459320465576925,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8997834288939007,0.3188964820288924,0.2540786474953614,0.9693513880344148,0.962024838756706,0.0,0.2084756157446283,0.8649259728263761,0.7161622656641603,0.4819537213941225,0.5467578733041085,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8955110145759222,0.3195738268634814,0.2536844372294374,0.9668362923666852,0.9602296540304894,3.0,0.319165732189774,0.8452865764152165,0.6956639473684195,0.6004806841444731,0.6086242895066117,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.903853142324286,0.2936336477481263,0.2398859112554118,0.9735412488351726,0.9696924398824136,1.0,0.3180516112382424,0.9593534822692716,0.7805925000000001,0.6368434101072734,0.5517920730983417,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9060651725325926,0.3037298360255976,0.2449421926406925,0.972119590793142,0.9716590550714032,4.0,0.3263625162858035,0.8564473539541102,0.6914765526315798,0.5817448332436995,0.5927871945223874,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9159053300260216,0.3016830456941671,0.2428083354978359,0.9770801650591427,0.9705727243929696,2.0,0.0207405283253933,0.813819516745434,0.6577125275689234,0.3124801649822725,0.3470694597175942,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9090006262543509,0.2905953490072014,0.23181053834261,0.971044553959303,0.9656516806165448,4.0,0.2561690319268577,0.982924312147222,0.8490911353383462,0.5507315857597863,0.4706976807608027,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9106180764712062,0.3127064730469468,0.2577668354978352,0.9742414904528904,0.9700137602831445,0.0,-0.0512983008099696,0.7768543412298031,0.5984596303258161,0.387302110349441,0.3776330913350564,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8953316069264592,0.3308635149707916,0.264088058441559,0.9691846722584624,0.9624317465703636,1.0,0.2161448727539631,0.7519415115125788,0.6584710288220561,0.5665481777924768,0.5746963035783524,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8946761508115691,0.3203415969424864,0.2503325949288799,0.968958204026432,0.962475192036038,2.0,0.4042026730053528,0.8086657000239784,0.6657716315789488,0.6401153026297807,0.5866389460003587,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9067760716776134,0.311348679976638,0.2395303896103899,0.9712681105375292,0.9648286784620428,3.0,0.1824656670909462,0.8366319523170983,0.7343928796992486,0.4561244777869693,0.4431190157112797,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8964219664318755,0.3014746117468634,0.2359279870129869,0.9674354631604388,0.9592931994650542,4.0,0.362054164620924,0.974911185774052,0.812258947368421,0.6141107182370493,0.6317574999526813,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8849521991104232,0.3366550864776864,0.2680775974025973,0.9680733863815694,0.9624016183149074,3.0,0.4895824058216146,0.7361651290569756,0.6076834210526316,0.7102985311223329,0.6987305798021601,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9038115434484032,0.3174860328250062,0.2621038961038959,0.9685032849531666,0.9644021300810734,2.0,0.2084278893551654,0.8087212052955806,0.6139473684210524,0.5283030310492464,0.4812869365653719,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.895910274923514,0.3200700090969229,0.2520029653679652,0.9679622341898372,0.9618878483879012,1.0,0.2764531905809577,0.8849944459431068,0.7538471052631581,0.5332427927775472,0.4902872843079275,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8939802308790645,0.3188711878918923,0.2584284523809523,0.965495691885524,0.9599615556226108,0.0,0.2666625528661023,0.9136300266770494,0.7311778070175438,0.5280108947588535,0.4864569148992718,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8955863372097763,0.3401817130344378,0.2705246536796534,0.9672846577580032,0.9632662387360016,3.0,0.2640721932699769,0.6424537673627094,0.5288997368421056,0.5712928786164486,0.5411764778800673,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.908401675329918,0.3095912011368337,0.2476082405689547,0.9722322505184569,0.963927434903528,4.0,0.0261055865606884,0.900604765124691,0.7127974937343358,0.3863263017480188,0.3539648794470828,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8982176019419955,0.325982259894973,0.2593584415584413,0.9713678108497524,0.969594609389901,1.0,0.366964957707498,0.727794954495752,0.5684368421052631,0.6117235491252652,0.6001641667733648,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8976515414124698,0.3267136417690663,0.2607985250463822,0.9624935267730984,0.956212756982896,2.0,0.2005498461650802,0.8139579812178903,0.628513684210526,0.5155799554356317,0.4879330341914333,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9158318763875216,0.2851169325235105,0.236342857142857,0.9742717863496582,0.971291902096709,0.0,0.2678400076451794,0.9207103042461052,0.6920203070175434,0.5193062758354096,0.4815888829225105,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9010770444520244,0.301951660801922,0.2380811255411256,0.966393967169902,0.9607746498785164,4.0,0.1976402171078223,1.0284797921961912,0.8531073245614031,0.4620739227384032,0.3286277104378836,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8887530816556033,0.3320654785013334,0.268379383116883,0.9670207072094228,0.9655499025729988,3.0,0.4915784735064186,0.7305624429223179,0.5743669298245611,0.7203878430902672,0.6572179209651507,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8938596287256763,0.3229352918618062,0.2577518181818179,0.967943243450031,0.962587395911142,0.0,0.3231331064923213,0.8516538602346796,0.6782931578947365,0.5697336183531928,0.5931721194879089,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8966225611852449,0.3248211277832594,0.2645873593073592,0.9685949797058522,0.9615013693957172,2.0,0.4085456922027229,0.7395336200384529,0.6416234649122808,0.6522556032830172,0.6239124571070301,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9059394865766786,0.3157993275264258,0.2506506323438466,0.9697377059617256,0.9629638762572662,1.0,0.0404811151561147,0.8564181509683592,0.6835463847117792,0.3579407664649001,0.3708406504663018,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.829035381397641,0.4201175520970306,0.3299721110080404,0.922838390323265,0.9121979192883392,0.0,0.0570629423086773,0.9154038441812088,0.6861989307644117,0.3644420565652979,0.3472123439020962,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8389052884856589,0.4076708383080835,0.3087159470727681,0.9300616673112112,0.9198486831535558,1.0,0.2555063642366196,0.8110033979930843,0.6908687913533796,0.5234136740532261,0.4911359159553512,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8381233865383865,0.3948527702950749,0.2946825224180596,0.9278476843193536,0.9180664678572664,2.0,0.1675281391852338,0.9861363294450108,0.8140811306390953,0.4303916434404248,0.420574561070394,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8307023463056622,0.4158206452036765,0.3228473919294998,0.9253930822442534,0.9158516902868248,3.0,0.3689379573476995,0.7673662648149614,0.615027545112785,0.6097486940302983,0.5321733452745347,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8472287227939165,0.392050999954023,0.2913348150896717,0.937731991718992,0.9219682387654188,4.0,0.3108139346365791,0.8119827035293958,0.6831034664786936,0.5611038154398454,0.5621272646155274,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8548716444487805,0.3829400936464023,0.3097161971243051,0.9459019755844428,0.9386456657129838,0.0,0.3485057184117401,0.7954178794700317,0.6176599545739321,0.5950202573144058,0.527525449148248,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8640442787610948,0.3784957149286973,0.285853971088438,0.940618796888026,0.9352434954279352,1.0,-0.3171619777740295,0.9816981702746992,0.8307848534878848,0.1821581184513001,0.1183166464694794,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8490964948676265,0.3960633166877573,0.3087187325293765,0.9341669664471446,0.9282186010931476,2.0,0.0692599821166481,0.8911344074923699,0.7327345394736845,0.4097777019666206,0.4273831775801687,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8234254501817428,0.4251988229321888,0.3332775028602361,0.9229644473837642,0.9131634509152032,3.0,0.3733361614975986,0.7114827019176269,0.5726928095238087,0.6561060960235878,0.6491381678664994,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.846212594049359,0.3863081972014382,0.3015407556689344,0.9343861018175622,0.9269258830056892,4.0,0.2285049944694309,0.937838193299722,0.7711717305764394,0.5079627489273122,0.5091118111627216,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8344182334070661,0.3920719583105541,0.3056594354514536,0.9293831175111892,0.925641845317566,4.0,0.3096956001828072,0.9506748449554822,0.7703154934210525,0.5611668896029961,0.4224982224412208,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8408368481089044,0.4135029410478637,0.3186609192434565,0.9318032998750704,0.9206562664085228,0.0,-0.0760485277672509,0.8483413754611976,0.7041286594611539,0.4844372375470936,0.5074414532720507,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8529408897204637,0.391322037959509,0.3056816283240589,0.9376654810841044,0.930521795404334,2.0,0.0956250431722635,0.8621550620815788,0.7502937540726822,0.4456297066467575,0.4240766080220324,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8459922764028772,0.3735267472425128,0.2870090440630808,0.9340243407248136,0.9291026939652022,1.0,0.1143682975976722,1.0979603666632145,0.9460517443608992,0.4535367017692407,0.3719835891434477,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8446318262284052,0.410252366424722,0.3148079520717399,0.930601022505865,0.9219221714191144,3.0,0.0289193327164537,0.8053374254536915,0.646137673245613,0.4427809166108091,0.2439505617864971,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8528311064014158,0.3933759195404584,0.3034518347247997,0.93671652464433,0.9317260636022,2.0,0.0573756940518758,0.8719372384891824,0.7031812211779457,0.4038222460848062,0.3923392618732867,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8497949496473726,0.387859324162061,0.3100229480519487,0.9369445563370368,0.924026175942757,4.0,0.1853592902373708,0.9087512721839835,0.7305177531328306,0.5072647722539246,0.4673342087984241,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8577610201591173,0.3875060981515147,0.3066178381261597,0.9422645643688004,0.9378546254374304,3.0,0.1954642717662067,0.7992340523112635,0.6425014135338358,0.4738258207155444,0.3957102210549354,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.844175192877664,0.3893645353360171,0.3043271020408167,0.9323443193030336,0.9280591202483895,1.0,0.1330462321361598,0.9685428523347864,0.788056696741855,0.4088952785717177,0.3623727722261097,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8540706299774008,0.3967279347968553,0.3180198567305713,0.9368603921923608,0.9328722664952324,0.0,-0.0604744391561353,0.8472446346218713,0.6492388771929842,0.5252526739594374,0.5204422503452242,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8438472812257821,0.4077559340877234,0.3193885813234386,0.9315713713047908,0.9196189978088384,4.0,0.0642610171917299,0.8323291977643793,0.6854997857142863,0.4214773222162109,0.3550010943313634,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8402887411717934,0.4075228033833256,0.3047124537724192,0.9286737515766624,0.9200444587807854,3.0,0.0735975291949638,0.8917148440410584,0.7721345369674179,0.3808525271130957,0.2923119019424125,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8896392637331572,0.341054230237894,0.2585518344155842,0.9529261651887644,0.9487917763477378,2.0,-0.3812006598075466,1.0478327715217373,0.8295359454887231,0.2088169327143425,0.1647239098400538,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8568615564716048,0.385236721837764,0.3069624047619041,0.9401488685831284,0.9322678141081842,1.0,-0.0031302823038024,0.9341850677408928,0.7496858070175444,0.3664648299959129,0.1632921129192348,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8289982583623338,0.4069108974805589,0.3088111685219547,0.9233951595396528,0.9121169531927236,0.0,0.0605219870197821,0.9675225040182488,0.7294474022556393,0.4633565823679106,0.5176226198509861,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8617852712666386,0.3758614037244585,0.2893295290661726,0.9399444050367968,0.9333752834155836,2.0,0.011954187313391,0.9564969554425988,0.7564110275689224,0.3614183545708572,0.3893267745198123,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8349274337093814,0.4072773366954635,0.3185495466914047,0.928465292698222,0.9149941349533268,1.0,0.3401010058510201,0.8022632736370149,0.6545278890977443,0.6036772856945414,0.5876559457380734,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.831269682545688,0.4098019669018755,0.3158623605442174,0.9285323956041928,0.91348747075295,4.0,0.2340029328920845,0.8918622969237546,0.7353721365914788,0.6371494315812787,0.60732067716881,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8530382337321663,0.3991804939152504,0.3047923144712426,0.9359843556534886,0.93041924637344,0.0,-0.0641484143095414,0.8487979900880176,0.6754808615288221,0.3516131695096873,0.3403370560978415,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8195803969824557,0.4125918490994809,0.3148464777365489,0.919995564514314,0.9094923156313208,3.0,0.3443293787953612,0.90510059578798,0.7615672644110268,0.5887860298874634,0.5262351597305959,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8293060469479396,0.4203617305415065,0.3249335667903525,0.9255521049222518,0.915090302407116,0.0,0.3071160804981574,0.7782278316011263,0.658537600250627,0.5880356886163494,0.4694100936507956,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.834328473968874,0.3942432245784459,0.3097839301175014,0.9321953366715912,0.9191507126406318,4.0,0.4032807405349915,0.8591369562930147,0.680516835839599,0.6400272080072532,0.6439787720970176,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8463473574130542,0.384323971461515,0.2884031354359924,0.9337936855294152,0.9291717568209934,1.0,0.2856922374817999,0.9147522198288108,0.7729112656641601,0.5480782863652587,0.4806787197853213,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8405460365225889,0.4087740767494001,0.3123514285714284,0.9292092374354344,0.919104261971146,2.0,0.0985567972822257,0.8620121088782264,0.6749136152882208,0.4772211754854022,0.332986814526971,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8121321940008859,0.4218268696870588,0.3221596049783549,0.9156007017290188,0.904492693217364,3.0,0.3486439152696999,0.8948018777888986,0.7041861152882207,0.5980598293374103,0.5472255794880522,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8596534101793151,0.3830101349668536,0.2959901298701298,0.94081766551394,0.9359749090433962,3.0,-0.0784514305052286,0.94735430826658,0.7776836027568922,0.2556176372515287,0.2568395710221055,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8499978952390608,0.3745145987053919,0.2887796320346319,0.9358527131526068,0.9290698928759576,1.0,0.1966970413608815,0.9912758302738816,0.7726434022556393,0.4811961046172316,0.4713543098711983,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8538676905022184,0.3947354507268805,0.3113168939393939,0.9384390489519912,0.932852385689632,4.0,0.0564092741229229,0.821155448886944,0.6911553070175441,0.4657971626958779,0.354000221010375,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8259544175918949,0.4114776214907463,0.31102798855906,0.9238282490510146,0.9150130667437768,0.0,0.2143846925936017,0.8947402501709775,0.7694063157894737,0.5397950901999513,0.3480687164897691,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8379687346865907,0.4007864257814336,0.3077093506493505,0.92674690971705,0.9163071306057896,2.0,0.3258981923606104,0.8424650823118472,0.7141434147869672,0.5739846292931999,0.5138478503011383,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8399170842412884,0.3966462337944507,0.302983924963925,0.9296434328765678,0.9216447033695592,4.0,0.2327220433824992,0.9103297228192108,0.7065635526315791,0.4876784319995327,0.4590720070037207,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8431728232204674,0.3912276868766044,0.3053591790352504,0.9356274620952788,0.927448166669574,0.0,0.1899678661798071,0.945559241775888,0.7725616416040098,0.4660397474387969,0.4365287835287105,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8500022119322437,0.3921542403636098,0.3039079035250463,0.932165996570087,0.9235083290906018,1.0,0.094108739881773,0.9102737068231734,0.7194981015037595,0.4421529622064187,0.4563861250929862,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8296668971610031,0.403536421937866,0.3106872835497836,0.926931255811688,0.9209421848694744,2.0,0.2313981954737071,0.9275332497772,0.7258374937343358,0.504797138171593,0.4715153681688413,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8583656512224965,0.3735393092969506,0.2973492532467534,0.9373134697478852,0.9303550924173504,3.0,0.1802724551610629,0.9350242590655508,0.7237764912280705,0.4707834679674396,0.4391792072238493,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8362469192191458,0.4095067656399193,0.3101692595341181,0.928153043505435,0.9187970298193134,4.0,0.2001415110191891,0.8383842920430871,0.6675658439849587,0.5275005732776659,0.5026263982821176,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8589044755691606,0.3712530144294462,0.2886449053803349,0.9405113357136284,0.9360453469264364,1.0,0.1467223517939255,0.9726705911598236,0.8400685282999157,0.4501735479681928,0.4314948566425914,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.838945401419386,0.409782959247634,0.321409181328593,0.929517432929506,0.9173818362452884,2.0,0.1645901390837036,0.8304179942210107,0.6263224216791958,0.5443880163238976,0.5847517933338178,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8411554169377473,0.3736816734136779,0.2763292036951142,0.9283835723534192,0.9229703201224018,3.0,0.1896209001313663,1.088051624764268,0.9297969624060132,0.460480047585226,0.4038082755630338,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8468321962077094,0.4042817443337722,0.3184652300556588,0.9315714660630104,0.919482037010708,0.0,0.083646105227173,0.8259851267168596,0.6505984733709254,0.4608535845900685,0.4825435073225363,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8374077284604481,0.4050572771326832,0.3082823964904166,0.9299195379092476,0.9233224846435536,1.0,0.4073994035525442,0.7495191547758355,0.631401515350879,0.6456020314615137,0.5642442814928312,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8782607549239927,0.3542688023156379,0.2793498729385707,0.9506871929568914,0.9484539388012716,2.0,0.0373276684866792,0.926174235435416,0.7537474830827064,0.3693310757951056,0.2777413000656598,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8297714263084655,0.4326442914596579,0.3340019838435375,0.924298908968454,0.9147716353856415,0.0,0.2746842475639242,0.6590192824901184,0.5398922927109421,0.5838501502327637,0.5392360763388833,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8326663406786483,0.4028579332789238,0.3130847346938766,0.9285496096472594,0.9232764815147276,3.0,0.404679284925338,0.8248610023828915,0.6562568734335827,0.6447684431947909,0.5837255116559045,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8442203631380453,0.3954832968677597,0.2989669445475157,0.9328432455592272,0.9266717439223864,4.0,0.1011769826072318,0.9359038291856734,0.7902422654553024,0.3947020695963417,0.3215145546071349,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8375624994655869,0.4122354237415591,0.3172612094928894,0.9296405349928498,0.9206213339363436,0.0,0.2596633871150483,0.764518526978826,0.6518970975355052,0.5775819639533231,0.5254459919835557,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8430862524746421,0.3951068969667577,0.3014228320964741,0.9303748990036308,0.922806150187596,1.0,0.1522465975620159,0.9374420910688428,0.7689262963659156,0.432904928444639,0.4738138414120041,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8528644896809403,0.351724943464976,0.2694250802411881,0.9391476310023524,0.9353124998513952,2.0,0.1750316447109622,1.149994821119313,0.9679596209273168,0.426076816508459,0.3153286274081029,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8693815896410845,0.3771465216928767,0.2959904569418675,0.9454396652037056,0.943101052190063,3.0,-0.2217020231312201,0.8730150363558892,0.695459317669171,0.2741165319022088,0.3172961309582394,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8374432780447871,0.4117183380213516,0.3215189741032788,0.930907423568244,0.9187985605951372,4.0,0.2732428830031188,0.7805280478314207,0.6353415573308293,0.547373921685117,0.5584372948128693,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8590102756469878,0.3901787456348692,0.2980932539167185,0.9363098285983658,0.9343754597437308,2.0,-0.5333940301899311,1.009138299220922,0.8372026171679211,0.099180154601394,0.0923666212053149,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8511757784178178,0.3966916498915969,0.3101515879715523,0.938276588577844,0.9319573098863628,3.0,0.1454811226746356,0.8199572128134964,0.6745898088972432,0.4653394952927677,0.344916274488344,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8436451140722142,0.4016487595738715,0.3066032291280153,0.9324407361119548,0.9238184039572503,4.0,0.2543411504018599,0.8136163428403282,0.67642305806182,0.6030864722591227,0.4873324279069645,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8663212304635872,0.3735500177592523,0.297440571892394,0.9453114168421026,0.934692835112602,1.0,0.0087832917556508,0.8983277236856354,0.7176513941102758,0.4413796061511174,0.4618667250246197,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8333650385663671,0.3983741841316106,0.3057958447742733,0.9286071503361316,0.9237396743062772,0.0,0.37291278730987,0.8655151491958814,0.7179814454887241,0.6265885942096306,0.522433796080738,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8524773482252005,0.382902207448218,0.2903445862708723,0.9377664766403252,0.9306961442822452,3.0,0.2354642106185652,0.8918556885294278,0.7635735375939859,0.5240589409665308,0.5491354815109225,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8584673458440427,0.3834378033389558,0.2940343107606681,0.938148439277561,0.9244883596837942,4.0,-0.0757389005668887,0.9617529076432332,0.7639746541353383,0.3655461656940125,0.3364347878718624,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8602859557308438,0.3630574782916079,0.2821221560502986,0.94498730410804,0.9368572901954896,0.0,0.0698258028885523,1.037984467227135,0.8215122529239757,0.421705211782271,0.3442048833135351,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8538554704629505,0.3851623874269987,0.2988998729128021,0.938398490344352,0.9280508997989748,1.0,-0.0307266930735463,0.9379155320591458,0.7511466729323336,0.4444687373215288,0.4806019159041949,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8362267127744019,0.4077272029980259,0.3117828494124922,0.9273597566000236,0.9218791852639118,2.0,0.0244600206966949,0.9676127467009604,0.8265251516290743,0.4087573655676978,0.4192612865373951,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8330790752154439,0.4052051067749443,0.3150536924860856,0.93046427225107,0.9256505763049852,0.0,0.2068483252037404,0.9275772565381888,0.7447337938596501,0.4779484657714375,0.4385840133500164,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8732053298160418,0.3588564585084481,0.2891753749226976,0.949537600087628,0.9452221120096664,1.0,0.0831462469939479,0.8897082663638979,0.6994968270676698,0.4217701938514188,0.4186046568030854,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8553066737053042,0.37080140676251,0.289023830241187,0.9387573852590736,0.9302868523472652,2.0,0.1163714632410896,1.0349078300740808,0.8238756140350871,0.4294409911220371,0.3258740498394083,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8385769285815937,0.3989068142985242,0.2966133256029689,0.93224716103553,0.9188469400019248,3.0,0.3183457722576744,0.8022530718115699,0.6925978145363408,0.6024329313630788,0.59752630191722,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8595540890671083,0.3757102900947108,0.2998922748917753,0.9431293953544226,0.9349948002913672,4.0,0.2737019970591389,0.8520055913769828,0.6698291027568914,0.5454372535441385,0.5159525051749049,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8424884365426889,0.4012111134983288,0.3011163218923932,0.9293252342278022,0.9216524826269372,2.0,0.105510990396799,0.910884990508452,0.7555051535087718,0.4303920854757268,0.3213308602753842,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8402407137004684,0.4053395884546252,0.3182076948051948,0.932555761723008,0.9217250798789878,3.0,0.3810126837024526,0.7455331960427369,0.5662283208020051,0.6609282045503926,0.6123700201500997,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8493641632752817,0.3948213609796194,0.2982406524427954,0.93364265717529,0.9243522418952428,4.0,0.1639854450243864,0.8524675726133064,0.6902055576441108,0.4899627304152932,0.4146648433020596,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8406333864412882,0.3958800511280062,0.2969054792826222,0.9294553940829406,0.919809910538064,0.0,0.0985124861123377,0.9745158471096864,0.8305868859649125,0.4037502699712079,0.4233736396335363,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8452406771084892,0.3874981615314449,0.3072035296846011,0.937530040807544,0.936114055317265,1.0,0.3560025226096771,0.8546144099935169,0.664311754385965,0.6039762978568587,0.6230710298785158,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.833467317662548,0.4031364363155223,0.300773957946815,0.9225566097763196,0.911047309629404,4.0,0.112005904808962,0.9965566800786309,0.8689664786967424,0.4032703411176962,0.3626614160476678,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8535288641394583,0.3880367194649511,0.2981166705318489,0.9343155706460442,0.9196428503818992,0.0,-0.0993923123978908,0.9887877203758656,0.8102372149122811,0.3748091656159036,0.3781328754262441,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.847173561301929,0.4035550060631422,0.3039962554112553,0.9333107733068344,0.9263618272529704,3.0,0.1949210226439317,0.7768953771234796,0.6039826754385964,0.5453749481879162,0.5430963790152478,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.83213069411047,0.4072718287083695,0.3109331215213358,0.92519214905176,0.9136145162646666,2.0,0.2533157656049202,0.8665766392650844,0.7437464974937343,0.5615339932809791,0.5262351597305959,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8659842936536933,0.3728231499221728,0.2961120779220779,0.9407817640623192,0.93018124446878,1.0,-0.0115624058291416,0.9231547577994388,0.7312010839598999,0.4019745486718293,0.3793839257196873,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8481097811807431,0.3993839837183967,0.3093862368583797,0.933493526530346,0.923692028178058,0.0,0.0044541309661539,0.8601182717496826,0.6851391228070173,0.4330599899309134,0.3217510264734904,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8372305462773274,0.4012458117088763,0.3069676731601731,0.9267596180834085,0.9131188767167564,4.0,0.2223641512456009,0.9091410844390756,0.7036666541353382,0.5182216000029689,0.4958953709017658,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8660257341790513,0.363068275476307,0.2769774242424243,0.9413047948079274,0.9336542027337272,1.0,0.011490139760909,1.0278150535409118,0.8551691666666666,0.3692578935456724,0.387435703316348,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8264204462033902,0.4129224754004715,0.3127222077922076,0.9249540113670308,0.9173580203080928,2.0,0.116411466893247,0.9091473228977603,0.7020550877192985,0.4931297940048721,0.5085098422730819,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8598835866199448,0.3754615361695719,0.28620846165739,0.9376217313457114,0.9363849501623506,3.0,0.022556179301705,0.9824614208968312,0.8199250250626567,0.3026286955812879,0.2142700822635284,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.9227626302730004,0.2843255081368862,0.2123485086906531,0.9625783692545716,0.9619079456950153,1.0,-0.1751428179367553,0.911668005299605,0.7395363375302607,0.5250396455875915,0.5156586498303609,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.9109191461493804,0.3004026582656556,0.2210645685252984,0.9566360469121622,0.9599450938734416,2.0,-0.1210805768555947,0.8289670317094208,0.6729056993230726,0.5755488783771483,0.4886903926877759,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8900755589539321,0.336678297429967,0.2599354591619714,0.945772146529304,0.9454325322930376,4.0,0.5309525820163171,0.6461416256420239,0.5324129163957392,0.7768104684154655,0.7539203426990878,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.9055777218238809,0.3109441941622301,0.2386698305833863,0.9535338707910496,0.9534810920153424,0.0,0.3060100102985638,0.8115265941437076,0.6911825873249337,0.7063541865415655,0.7323835535582739,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8883472832151141,0.3123653670034819,0.2514262936939417,0.9448007815120456,0.9440132975804546,3.0,0.2129048503562439,0.8366849890269714,0.7280338841952589,0.6627544668082885,0.6946264779730763,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9420275131536792,0.2432290414557564,0.1845277182507637,0.9705810183357592,0.9712834739277076,0.0,0.1290829542440932,0.8595468403818796,0.7168324394297507,0.7645402368276769,0.7350806451612905,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9355630364408802,0.252701172262193,0.1963805970149253,0.9714606337201512,0.9652387065394308,3.0,-3.860970565034425e+23,613178252030.0618,153609995102.69077,-0.166619182812757,0.1140184903299178,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9609937892110564,0.2032033618110031,0.1482077814569536,0.9803083534409768,0.9790685600468616,2.0,-7.590931166704356,2.3624860676231427,1.7455316310975613,0.5039117085642757,0.4632807753444981,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9459535414236544,0.2111857368472005,0.1684086879432624,0.9731026375138512,0.9704144241965768,1.0,-1.462897704782379e+23,403715852543.8564,79947651893.43437,-0.2838202286772372,0.2637688376688433,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9447889969997756,0.217498629741427,0.1684996067125456,0.9720025704697368,0.968920456801936,4.0,-1.0762428577068683,1.2769272123203737,1.041672995444388,0.5812405733170017,0.4945266165841143,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.913184554174718,0.2823090288861042,0.2143840021173668,0.9583119687286014,0.9560873225444696,3.0,0.3641177136910193,0.9047751860037048,0.7542616233197532,0.6769090299798464,0.6536049068314962,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.9139142870148828,0.3088453409084933,0.2408096059426754,0.9582112950847852,0.9606235531589938,4.0,-0.6355442071952875,1.0124027263824025,0.8026708085185387,0.5266218479123834,0.4902731588443895,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8871378505755751,0.3080347611379957,0.245835666797877,0.9455911752099564,0.9436519153018512,0.0,0.5268985627613577,0.6824050854005237,0.5023534096061661,0.7425878483727267,0.7056425445889255,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.928502652757106,0.265585196711059,0.2042365860794134,0.965588357830388,0.9667502649309254,2.0,0.2961428148519264,0.8427317367194535,0.6561003197422663,0.5876463575314235,0.5527788916387097,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.920993923265074,0.2779780210571494,0.2175659935525061,0.9619113631286424,0.9654004104163256,1.0,0.4657009474145075,0.752059665981085,0.5899878956064519,0.703487931562413,0.6295190570157567,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9618244932006365,0.1979924133755363,0.1511153170671031,0.9807265129487612,0.9801615271367294,2.0,-1.110943978737298,1.2324349604799694,1.0235794181982527,0.6929308444986348,0.6338557445739748,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9255528718825236,0.2554393973416899,0.2027142857142857,0.9662315193085972,0.9619223788716846,0.0,-5.984608827140543e+24,2421969917964.452,1099400685488.0658,0.0208264410178074,0.1994833586415612,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9664313515053627,0.1737322413392034,0.1387077702702703,0.9836236968903688,0.980704211405555,1.0,-6.0051403059246894e+22,258833291590.4884,55183443184.94996,-0.326992568547975,0.3986607931991139,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9877354982224464,0.1136100601625493,0.0753669642357822,0.9938488306691547,0.9923462478056648,3.0,-6.223118054307416,2.5094762803448787,1.936547595985,0.4327128883816726,0.4101009693134165,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9957530304304888,0.0689246417280558,0.0506660879629629,0.997874729672671,0.9953453096656436,4.0,-31.87515163955348,4.29663923218058,3.1617036732456136,0.1176840296562532,0.2138307722534092,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5699142492413323,0.6235816238338909,0.5085574163640724,0.7572755768526297,0.7650772495924671,4.0,0.5079625578922273,0.737514352851764,0.583744311300238,0.7260993274211802,0.7158733596017041,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6571491361538919,0.6054006014218983,0.4762117663707679,0.811942548611042,0.824088123384661,1.0,-0.3625231791607435,0.8305551417531086,0.6954201603762241,0.2856683588503412,0.3159392566462869,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6126181755680958,0.599831616854281,0.4840110215824855,0.783193304628419,0.7592312856709861,0.0,0.3455407520976158,0.8750142242065737,0.6955091623432993,0.609148348061697,0.6282927644973101,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6514971131577605,0.6010514857786234,0.4820383200260492,0.8083610766457474,0.8104921795423495,2.0,0.1208578754352711,0.8538249808018656,0.6965798534262831,0.4556065542755539,0.437047436560276,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.607963935732509,0.6435680252439379,0.507686499134277,0.7809365601869958,0.7933434258203014,3.0,0.3209682439224811,0.7004139451448279,0.5812270184815039,0.625815484903856,0.5644704585957244,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6544737061430344,0.6237596571550845,0.4929902068661972,0.8089955285606387,0.8242897175238013,0.0,-0.3209659515534881,0.8037643332999465,0.69153828125,0.4516807428883045,0.4734529279482395,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6340893585072596,0.6077244134930759,0.4896108490566037,0.796577904522202,0.7906178765539461,4.0,0.0313667370553101,0.8901888086562414,0.743125,0.3689167759000175,0.3389093769015522,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6371458489202961,0.5854051701913072,0.4747202797202797,0.7983610487860013,0.7978201788560461,3.0,0.2682813519200518,0.9096314290605256,0.6744897959183674,0.5494768444305544,0.5913271971635891,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6519042476690279,0.586502069527456,0.4773850446428572,0.807412833710076,0.815361401536886,2.0,0.2687157120923416,0.8750505072133146,0.6725480769230769,0.5576460782290451,0.6126256946582146,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6198207859167486,0.6381364256033196,0.5063071895424837,0.7872908825281988,0.8001806099156368,1.0,0.0258905373841554,0.696312965046945,0.6009535256410257,0.478449428763641,0.5194897262628279,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6358528427025171,0.6125133415173043,0.4865167540258397,0.7980500989342334,0.8008001694081112,3.0,-0.1099973702060008,0.8060952897457792,0.6751800543031233,0.3156620906097742,0.3146931937561414,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6076577049852212,0.6208030386545916,0.5052531995477025,0.781182612516907,0.7873788868650804,2.0,0.483796277450536,0.7387625977819029,0.5869596557479698,0.7076654709774026,0.7340372818202541,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6421286898421541,0.6330295114894761,0.4976078609220358,0.8025401749632486,0.8137721576402088,1.0,0.0764723892234658,0.799397605149115,0.6557514490530831,0.4955146454919119,0.4805156169982274,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6075133995117122,0.6009219017740886,0.4875994173134301,0.7798970611268953,0.7608738074253264,0.0,0.38243514294747,0.8617356797992936,0.643064142657109,0.6217444442821993,0.6378751542858946,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5865608552363565,0.6151774940234647,0.502789065286729,0.7664887433044945,0.7599200239391131,4.0,0.3555519924353638,0.9002575090054853,0.6394798207995924,0.6853950513212496,0.6744320755326129,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.6197819810983458,0.6421597625076968,0.4987956204379563,0.7986517160603044,0.8147762944256158,2.0,-0.489089943634841,0.8498042555361046,0.7268181818181819,0.3708659688172344,0.3961900969476964,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.6340443719965483,0.598473793674827,0.4849721746575342,0.7963000390835369,0.788810893532585,0.0,0.3353291094590906,0.8387083117110216,0.642133152173913,0.586544838146127,0.617054742005092,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.593662813980993,0.5956877423881792,0.4806479779411764,0.7705634255306083,0.771206475378398,1.0,0.2229137367678482,0.91680277489504,0.6686662946428571,0.5856908685264971,0.5797354120913748,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.6394274609872185,0.587124801969935,0.4799632352941176,0.8065897492832264,0.7984582352411944,3.0,0.3470703672920147,0.8469396720166759,0.6445089285714286,0.6144313993767205,0.6276092872772686,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5963650099462618,0.5955782039326772,0.4894046464585995,0.7722467286730723,0.7667397099528476,4.0,0.4333423697918693,0.7926663286598632,0.6378508584923815,0.6589151351724161,0.649161110856283,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3022409254446144,0.8481109128259678,0.6775266290673927,0.5497652495202561,0.5064289072521829,0.0,0.337238925445712,0.7905688571851539,0.6406193786139489,0.5858844537475771,0.5435360387638479,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2268016120865198,0.8224470183051837,0.6542339766381325,0.4762383700351734,0.4505221390052549,1.0,0.3422643427768017,0.8446233360103662,0.6654482358679956,0.6153086141656501,0.5926531367589908,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3538492814249689,0.8356013270013738,0.676043324618277,0.594852901083264,0.589225250846253,2.0,-0.1803698283574135,0.8498937813460249,0.6813242305019884,0.3913753829419126,0.4183750954487013,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3304334610053293,0.7807583851456742,0.6231313406315585,0.5748337367349114,0.5307540115320896,3.0,0.116482141791004,1.0616881357820944,0.854195253543312,0.6362463102359471,0.6173998561207056,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3161776834811131,0.7984824475726919,0.6491985484973148,0.562297342033439,0.536944356392233,4.0,0.2914884521588752,0.9421008776568732,0.7047683744048756,0.638827080252774,0.6256938977503168,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.1262872943989619,0.7628513565099176,0.6096795124353928,0.3553692367087533,0.3112062385302339,1.0,-0.044817818125221,1.034796802893851,0.825532495336269,0.4508536579013941,0.4732347906998209,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3496799159473202,0.8347070138886215,0.6658547411282071,0.5913373960331954,0.5971181351342548,0.0,-0.3560267240314405,0.8641589045459546,0.756479690448354,0.259049035761952,0.3388542208018333,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3458127018909992,0.8608058259508004,0.703547738654248,0.5880584170735074,0.6111543478193485,2.0,-0.1044751172769982,0.8110104475242271,0.6634168293282499,0.2989078254322752,0.3305218954122917,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3183663184513028,0.8421432596375084,0.6692583616510362,0.5642395931262736,0.5699136734798846,3.0,-0.3415191172708178,0.7677060858543404,0.6433079375688182,-0.2656885746624666,-0.251624245938734,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3766812509944997,0.7869296981183481,0.6267378192304535,0.6137436362150728,0.5837154286892867,4.0,0.1040316728394485,0.9548781033621118,0.7475087999208069,0.5046588283502006,0.5031120331950207,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3546865071177105,0.8108019107686045,0.6375117254172096,0.5955561259519967,0.5901101442857886,4.0,-0.5149786446585332,0.9425828821485333,0.7904461890554638,0.0581990456566918,-0.0186828774216242,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3631211574130227,0.8025364233659683,0.6515410967675003,0.6025963420813424,0.5491874060833716,0.0,0.097105528378236,0.908318714532,0.7220728322532607,0.4183327037656361,0.4081341231224879,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2578616887957251,0.8384375481066982,0.6634114637291515,0.5078016685982704,0.4896864940586083,1.0,0.579523198803757,0.7516547944957588,0.6061747149594306,0.7747692399799818,0.7342390560281219,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2613483824571985,0.8618589916646638,0.6819593627773088,0.5112230879299502,0.5190898971136476,2.0,0.5075787416695692,0.6994211152321123,0.5933806101782328,0.7214986272964424,0.5478129078867312,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.372377563353096,0.8114718854604025,0.6557924096853864,0.610228013160377,0.5872483645018377,3.0,0.0861764238874542,0.8851370476260824,0.6699272505826523,0.3772147677558229,0.381044905733527,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3765673795134239,0.7946051129214489,0.6327723617605119,0.6136508612504539,0.5950789738651624,0.0,-0.4436466011250217,1.022852122884497,0.8083347863575546,0.0558066199510022,0.0834845752001373,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3367441357004542,0.8030384180139629,0.6327295225804835,0.5802965928733809,0.56663781253117,4.0,0.0907836457220359,1.0139365322269025,0.868408645183843,0.5537580945212215,0.4773804065413419,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3451362861898389,0.8325664461260972,0.6608306977865193,0.5874830092775781,0.5799232053110283,3.0,0.0912657704597916,0.7948789861457265,0.6416848474694778,0.3325131339839111,0.1837063924178261,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2995948894972909,0.8657816995879909,0.6953336056578496,0.5473526189736291,0.5491231915550904,1.0,0.1081288714509842,0.621920280119464,0.5089906639823271,0.4097632449544506,0.3218188775160293,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2448128223409517,0.876101217867573,0.713343949044586,0.4955262630594974,0.50718604723595,2.0,0.4522160744245793,0.6398331255658999,0.5281428571428571,0.7130795865574335,0.401339869812998,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.9005011348242618,0.3218290492462865,0.2483673777684527,0.9507681449841536,0.9513323560947806,4.0,0.3367238772388118,0.7527980848920506,0.6548013924271525,0.6685336567192558,0.6807462941742645,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.9041279731968166,0.3210267554521426,0.2487963282911076,0.9524961553615394,0.9541666810391358,3.0,0.3137214105211146,0.6577519494478041,0.5222296963893331,0.65609364149843,0.4739549163857722,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.9024210647661371,0.3184736812821499,0.2407743622458643,0.9516510817797674,0.9500249732925956,2.0,0.4005093412649297,0.7123879387592125,0.5786351871024532,0.7108411329865769,0.7388521103141992,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.8994281377002782,0.3248403685485141,0.2530752825657259,0.9500802020706002,0.952581469795383,0.0,0.3368533500650004,0.7363977537554867,0.6324525682320525,0.675051282699657,0.6203009659502975,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.915148111954009,0.2971571624524113,0.2328723224194493,0.958279129635072,0.9516125992556304,1.0,0.2377170965544873,0.7945644579781441,0.6510258441978842,0.686224951012377,0.7283173832743879,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.8002580854149285,0.4455550760471662,0.3409537337662337,0.904338312189224,0.9017912301686404,2.0,-2.229081553162715e+23,482718817692.96265,78307332613.88814,-0.1594815429069853,0.2630253940455341,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.475924457344702,0.7075469519578454,0.5845738636363635,0.7970908706379024,0.7774601234345911,3.0,-3.991533056594587e+23,664120470642.3483,215469133101.07104,-0.2080145551555791,0.0976090169431673,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5966662842773649,0.6138289650844309,0.4883279220779219,0.8422661841154391,0.8259422986263606,0.0,-5.659273010879344e+23,848333958826.1356,194621157732.3708,0.1434253066322737,0.5694339198914609,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.9740373600667784,0.1570778756044991,0.1200093904482346,0.9869333108507272,0.9833799934877828,1.0,0.0738988451435113,1.055598190143824,0.8517374462154731,0.6828089516178426,0.703288286876386,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.7185362814276159,0.5283485992116957,0.4113392857142857,0.8858053926095746,0.8762959007839622,4.0,-1.870526188431285e+22,136894782207.7701,22207266116.363853,0.132131383209975,0.3901504793802698,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.9214790730031964,0.2676524340358619,0.208634995692254,0.962113273228106,0.96006151281957,3.0,0.5204224346492058,0.8053030159046956,0.6733961762683716,0.7420037422047926,0.712956887613324,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.917582607432618,0.2940892804944251,0.2385969838402009,0.9594283212376652,0.9568053973072512,2.0,0.2148807061224277,0.7982517886394901,0.657570848122483,0.6369286990123847,0.6525497959843822,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8982556998737008,0.3185247221690743,0.2437537677923172,0.949913722102116,0.9492782975312554,1.0,0.4541825575499533,0.7448269499357455,0.6386477339713295,0.7162397347745416,0.7398489834678466,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8975237871063173,0.3131679179942362,0.2444680965943892,0.9496912755713528,0.9516111151841083,0.0,0.4565578182904604,0.7934873510148988,0.6292190427037732,0.7245392881691055,0.748043990833511,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.8879969096515721,0.3330937350087165,0.2603122032660944,0.944278013305099,0.9393082325996802,4.0,0.6703792865207752,0.5908049852341386,0.4858290336751316,0.8222622582058253,0.852484137299738,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9571169974439256,0.1950894507510766,0.1550387796852277,0.9783235648004832,0.978460184275131,4.0,0.0239231272884874,1.1778736227279707,0.874462242517134,0.6252035147050663,0.6735609582901011,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9525588756299108,0.2152891715892436,0.1602231685519243,0.9759912272299944,0.9763777334718896,0.0,-0.8102581278853791,1.4022469420165242,0.9917019179574496,0.4507803451245421,0.4871963259638553,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9688661606800923,0.1768555028916026,0.1330038744136593,0.9843099921671484,0.9815817173343538,3.0,-0.7635060856425966,1.3251865486875327,1.0010881181635352,0.5104580303822784,0.4311665598152718,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9662518973404652,0.1892005154583779,0.1441619318181818,0.983003698075552,0.9804517073355375,2.0,-1.1109395064944274,1.2097338075270994,0.9559046052631578,0.4164732196834521,0.3683922534923242,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.9648895401017016,0.1881503901830895,0.1462231032667788,0.9822879110025236,0.980375824710262,1.0,-1.012871155463078,1.3883937029079532,0.9843317338349792,0.7790123524705048,0.8194801752003931,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6285380785521119,0.6372643929771866,0.5193910099492016,0.7935739530730115,0.7979221793518306,1.0,0.2316971439566759,0.7001364931712558,0.5409817042038201,0.5802968516090512,0.5857635288080433,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6162487733775899,0.5939692597042981,0.4745693091293614,0.7855710047346314,0.7817496411374557,0.0,0.4054244914116351,0.8882056873551872,0.7002252130704288,0.6471889679763578,0.6534610211166597,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6690555102383573,0.5797893272512936,0.4652970150868473,0.8187201982120444,0.8259591290195833,2.0,0.0197846146839889,0.9654388718491392,0.77092724943661,0.419944081700617,0.379821634315845,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5895491974274234,0.6254680231338634,0.4974965198286893,0.7684750024559104,0.7689162095311612,3.0,0.4692895962915474,0.7911395374756042,0.697920910037186,0.7143306903717382,0.7085020242914979,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5859030376182173,0.6330192381682248,0.5063168088941306,0.7662538232219391,0.7675625416442798,4.0,0.5468684247033441,0.7095171073012155,0.5683434568636505,0.7446363183958319,0.7997811229483903,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.604573349635734,0.6484267298823931,0.5218912337662338,0.7776063346685256,0.791209206701459,0.0,0.3748299346280049,0.6641417948013615,0.5238980263157894,0.6580899024384186,0.6637662213901592,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6249462393222687,0.6322410794897455,0.5047646103896104,0.7905371641366168,0.7916369908454438,1.0,0.2677716537846468,0.7275740694399309,0.5708223684210526,0.5926891150079728,0.5080998370435927,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.573553128303643,0.6478795880664222,0.5233198051948053,0.7574930591151189,0.749744679348881,2.0,0.5416743834557969,0.6992773231494446,0.5539144736842104,0.7379659881693151,0.7361996254466341,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6254167507929604,0.6068956429474276,0.4857792207792208,0.7919530393978127,0.7870708649479833,3.0,0.2573923487564935,0.8193221434033456,0.6810197368421052,0.5685235631220558,0.4952370999452725,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6096925131099171,0.6294365103939262,0.4950487012987014,0.7808576652312704,0.7857056755520886,4.0,0.3808868332028668,0.7566175433519202,0.6458881578947369,0.6380522498093559,0.5031749989823822,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6042728802841735,0.6491299444364735,0.5147487611998097,0.7781665529008741,0.7796987495687312,4.0,0.4316152376502111,0.6545304088270189,0.5399530188914177,0.731404811809154,0.6796541697241607,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6263483362651319,0.6281241289661942,0.5205808756933114,0.792243737718044,0.7962787264389529,3.0,0.3077421107580886,0.7404844328700438,0.5762208937672336,0.6064803627447044,0.6138017923251732,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6084398020422492,0.6331872091564456,0.5205115228620257,0.7806597441971068,0.7927549760214825,2.0,0.3939390257277985,0.7227269458586963,0.5718574262154306,0.6421979000839002,0.5421911041567621,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5651930161553165,0.656125501067116,0.5244274586675353,0.7527634556582401,0.7497730687955485,1.0,0.6480974644489008,0.610493840435839,0.5069918721602444,0.8052779858631328,0.775838486689525,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.6049719598985506,0.6076988972119458,0.4990731424133666,0.7787739674518428,0.777263534724642,0.0,0.4225729508491465,0.8467409363002776,0.6132803260313627,0.6856307909927655,0.7570998734022863,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.627690633397537,0.5966697648101807,0.4770698051948052,0.7929122192665045,0.8062165484936596,4.0,0.396748600548967,0.8483249567937272,0.7083388157894738,0.6408970143485121,0.5779967193909561,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.6083904360423411,0.6424180047734831,0.501590909090909,0.7808252728517957,0.7831171814334876,3.0,0.4727405378061087,0.650199741577439,0.5665131578947368,0.6932050400776719,0.741091475554481,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.6122694860577995,0.6271805791764473,0.5010227272727272,0.7844156051948299,0.7822021976165638,1.0,0.3956698061991391,0.7450121974451864,0.6274342105263158,0.673562622516879,0.688088497810047,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5803231316969202,0.6584237267727164,0.5186607142857143,0.7653060066767976,0.7740170935853754,0.0,0.4906374084643008,0.6414410559743379,0.5398684210526316,0.7780872407965708,0.8170316111609852,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.5799521790677729,0.6514325604650184,0.5279322240259742,0.7615550211643685,0.7602000163022836,2.0,0.5791066524014998,0.6393455703100493,0.5399588815789474,0.7805134672982421,0.7993104251034476,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3251724409111515,0.8415546261330761,0.6846095898146789,0.5702393826547014,0.5487483900617542,1.0,0.2839075273575945,0.7649303013620563,0.5513332220653305,0.5371492380705437,0.5680512307716921,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3786346836670703,0.8061261559668316,0.6452385457387968,0.6153334658885528,0.5966184430867446,4.0,-0.0223085887640319,0.9126718788401256,0.7137037617819388,0.2732574754898121,0.2739411250917188,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3318435774167553,0.8183566933093347,0.6622707756860988,0.576059104986276,0.5537411816609383,2.0,0.2404303033073587,0.8720130439452211,0.6671608522064251,0.4919266242692756,0.5287519841585028,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2866753788112643,0.8360931265010786,0.6650265102669871,0.5354212914355807,0.5211445209754745,0.0,0.4210965859219466,0.7933543049390165,0.6501281473842561,0.6517435390623085,0.6602823723467592,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3291865464264409,0.8168068797461767,0.6598636838391037,0.5737482902103574,0.560352022878405,3.0,0.2707779619609383,0.8675329973054755,0.6471690063629341,0.5209709284270925,0.4689209920833603,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3645673182270674,0.8077090065233591,0.6430960032669124,0.6037941025110027,0.5865363686664423,3.0,0.0892190030602994,0.9020527269858726,0.7179547765442632,0.3586216394142104,0.2993160059200667,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3747676999245558,0.7992734904941262,0.6336972405304675,0.6121827340954298,0.5789050840495715,0.0,0.037483470508685,0.9474977739902796,0.7639477062972112,0.3962466804941802,0.4360531938888866,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2892847153113019,0.8293744452259976,0.6598238129035546,0.5378519455308328,0.5270076003975344,1.0,0.3979962481074085,0.8196267403275544,0.6583523933070986,0.6417085511092409,0.5582184318826654,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2940373964466685,0.7965974407637354,0.6310836886039217,0.5422521520903982,0.5237742393219348,2.0,0.361992705826712,0.9492674021358842,0.7742690757206941,0.6444853308283363,0.6388356960921646,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.325210533124514,0.8362163293640885,0.6736702033568867,0.5702723324206725,0.5579872360586234,4.0,0.2869372169083651,0.7861818064304502,0.605008267696205,0.557472708091736,0.5310790139044452,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3356583856130257,0.7962104606850102,0.6306034647487707,0.5793608798986833,0.5501004672394662,0.0,0.2403981514972847,0.9572469116745428,0.7819962949890674,0.4973766470238939,0.4221614233406425,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3134470892721503,0.8009931246137262,0.6398145277330899,0.5598639626101292,0.5426800317753764,1.0,0.3116326639035949,0.9397902205038632,0.7772669071819985,0.5990731487456583,0.5235046313643551,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.367642115192842,0.8178755039075405,0.6477086644614626,0.6063355239926989,0.5691650254023137,2.0,0.0185697471752532,0.8784289603152362,0.7087255387808409,0.3538549653658221,0.3950752447213433,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3187142832982244,0.793209334106031,0.6416260988437041,0.5645484076590681,0.5275902268720688,3.0,0.3211639569086087,0.9497017390565804,0.7262429714482336,0.5700325008831462,0.5364412376178839,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3124257716671866,0.8023211568849486,0.6368411484652378,0.5589511277149017,0.5330984437103733,4.0,0.2687955788860596,0.9244827683055428,0.737759682070704,0.5627062475170782,0.5410670387541058,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3266735367329338,0.8013316153461424,0.6273359359405943,0.5715536166738289,0.5646356412283123,3.0,0.2758918623981345,0.9275506384578152,0.7848494624430302,0.5492623152713917,0.4361248182638005,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3172053693414816,0.8330484644044589,0.6598339634858937,0.5632098803656427,0.5540860036709131,2.0,0.3061279689877406,0.8135545044089157,0.6666583266205711,0.5580733920106018,0.4738195553407113,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3166075973850196,0.7988136341933627,0.6325233574759183,0.5626789469893285,0.5267047837546676,1.0,0.2926307442822946,0.9421021370814882,0.7546566549808248,0.6077002910177911,0.5912348862600146,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3655534071884168,0.7807604995653883,0.6410304352574903,0.6046101282549083,0.5821760040916822,0.0,0.125495445611483,1.0110088574600598,0.7664139023625696,0.413861462513019,0.4044870047095308,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3300207670240219,0.8175670309921838,0.6454451660533488,0.574474339743754,0.5655297337883215,4.0,0.0960056764119015,0.8759429634124536,0.7535343712551471,0.4712597260898869,0.3518275333771066,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6289148099537344,0.6125191058022522,0.4757012241681417,0.7967440713400178,0.7920615524981359,1.0,-0.3755445601646017,0.9080680028862086,0.7603351470969971,0.1842968138356671,0.2482674871937884,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3290343838586973,0.8497471874141884,0.6260707898638141,0.6053367394716351,0.628582331006257,4.0,-0.2310840180305453,0.8241030698023396,0.7066309927249779,0.0986056232197084,0.0871531413297585,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4337399901400198,0.768889803662007,0.6035262343368015,0.6668665060269332,0.6422307206075969,3.0,-0.0223231675321016,0.7843310211779393,0.6459702574123035,0.2834970336719542,0.3477709305093587,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3629295031869211,0.8298500328275497,0.6632404343696202,0.6206487036869596,0.6050166390247381,0.0,-0.0475884279639096,0.8736044330056432,0.6826184459243502,0.3194067780819907,0.3348600352566772,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4293650422769723,0.7595080500189186,0.6017843708258409,0.6653037746295702,0.6522802541134232,2.0,-0.2372041230047155,1.073023783055509,0.8608947967713878,0.109192455446365,0.1136827265445468,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5845460817823807,0.6715042779412893,0.5327324258041382,0.7961067876435723,0.79948998909657,4.0,-0.7811614050043394,1.0223440019407433,0.8808709523215223,0.1818080206082938,0.2196258423914944,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4495959299519226,0.7231590702449514,0.5898490307906578,0.680113070253048,0.6478388384344852,3.0,0.0967984353922313,0.921529581509197,0.7531230272130764,0.3400468001331403,0.3295362575523242,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4212384738753615,0.7598504093661067,0.6174570540587108,0.6595471644394643,0.666251839773194,1.0,0.2506790306436347,0.8535591348028383,0.6751474762757618,0.6449828774804207,0.6147134436506865,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7076822748195644,0.4818062172886022,0.3665559410876122,0.8713308675689577,0.8740406039710609,2.0,0.1426483701039389,0.995590576508556,0.8142385925187006,0.4524042645645638,0.4768711769474217,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3395253814325432,0.7944251988795095,0.6476682609689647,0.5946250153996491,0.562655739219638,0.0,0.172438154379821,0.9770583666488388,0.7632979091684868,0.6349610207055174,0.6367552256137163,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3991057629549029,0.7642366828902624,0.5946960448342211,0.6567428430143787,0.6468132616212768,1.0,0.1259368235230084,0.9718359670696484,0.8056530554379735,0.3697524010008161,0.3390757483155471,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5074193339998101,0.6923848002676468,0.5457212146175535,0.7134577678544244,0.7074437642848599,0.0,0.0591993959941864,0.9921537286012108,0.7596129256486893,0.2999990919054677,0.3163523796641039,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4502238186445172,0.7583644020568887,0.6119028051962724,0.6723009687006805,0.6668252355413857,3.0,-0.2321871774316144,0.8896642972373172,0.7529102433811533,0.4128891022680491,0.3538201332024225,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6373939144821554,0.6037195812505286,0.464135454983651,0.8002737324457871,0.7855924743156364,4.0,-0.2309133743756213,0.8496013829963223,0.7461921665247748,0.2305864460920302,0.2405808352942325,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.509445229909828,0.7316413969060676,0.580056875052212,0.7142866482138941,0.7262652471794919,2.0,-0.1301684758366408,0.8588541827132905,0.6841073845917324,0.1574172476383551,0.1080154829735595,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6443747320060202,0.6031128807124292,0.4683388055939423,0.8159800933760323,0.8078294619425644,0.0,0.1587945170915167,0.8394406088251236,0.7060132668018341,0.4879682827378176,0.4162131805313783,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.478063248152636,0.7181261559613245,0.5586840134348188,0.7007937996203177,0.6943461916836555,1.0,-0.2377734377286635,1.1071231924541654,0.8617697791869824,0.5045755470775567,0.5029674338601375,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4757938348849688,0.6696082811132498,0.5314820970807757,0.7312796482558284,0.7187875521530314,2.0,0.3298822331281293,0.9189270357854948,0.7506247489268962,0.6139953080237531,0.6189805350431231,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2272800831220445,0.8397638386164226,0.6588059446970622,0.6285311167614802,0.5770712272598685,3.0,-0.1841176738362502,1.0831310053863477,0.9104622672853014,0.4341883770080212,0.3942303799678503,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.494486688131826,0.7036111590777449,0.5570946073532105,0.7123463482834085,0.7000312030908491,4.0,0.3829904233840623,0.8137521006784599,0.6307175011861892,0.6221408055285694,0.6154781219561051,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5829744654340463,0.6471922100410367,0.5109682571726876,0.7662188620481015,0.7636887641363559,1.0,0.2393661081436582,0.7761575797861006,0.6349167461286892,0.5862660227966789,0.4486185553453026,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.423821431074264,0.7522767400133682,0.5789135013128582,0.6667378142643143,0.6405285942988836,0.0,0.1375369861143263,0.960093597637614,0.7545180560946464,0.4963650900150486,0.4207909222136602,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5855251268214307,0.6455204838422796,0.4992126233331088,0.7763060253133296,0.7854690254288268,3.0,-0.1124202177667672,0.9175253289930788,0.7499479277590486,0.1852623649426456,0.1648596310631596,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3594263638241509,0.8448308172831337,0.6604061448485763,0.6148059530419604,0.5916127069381693,2.0,-0.2012854403159987,0.9390593946057444,0.765996628058584,0.1734462146518838,0.1372100960201507,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0101318330593856,1.016642183639589,0.7876348675022956,0.3769185521080831,0.3748540138667073,4.0,-0.217302970307966,1.0711186756982802,0.8530624305737483,0.2200613470041034,0.1613929465614218,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5474379800436059,0.6374022207546275,0.4962180113101351,0.7665673239911752,0.7709237125988663,2.0,0.3224095226178478,0.8742548924566313,0.7000440797099363,0.6700054687427937,0.662092105580184,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2815059741302875,0.8458050775473911,0.6843868437955077,0.5881983071248307,0.5413142435112772,4.0,0.1683134542086735,0.9204102982496236,0.7873779358863832,0.6092722853675827,0.4902153829319822,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7747551305822595,0.4399722067864065,0.3130595625207779,0.8864135760250207,0.8701527641017054,3.0,0.2005697933803517,0.9277340858954486,0.7435151795779958,0.4625792605712964,0.4641733977069831,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7422192460450064,0.5259131908605909,0.3815967802774339,0.8649308452560646,0.8585005195892328,0.0,0.1854195386112175,0.7906063249577917,0.6411341637505426,0.4651832368213131,0.4794755315388491,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5265191598694269,0.6819502782744516,0.5400152730265408,0.7272524958076636,0.7134611334316415,1.0,-0.1524841421581289,1.0737016985369474,0.8244815543118645,0.5198089255955184,0.5159991080299049,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0048237850517325,0.977888449732384,0.7533014888029833,0.2593163222381902,0.272510881019419,3.0,-0.1782964871833579,1.1319716510298148,0.9261074179987756,0.1289319742853646,0.1122429708710567,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.106905694476205,0.8089033526759984,0.64077844414711,0.3736699626609416,0.3661343548821574,2.0,-1.0326233743143902,1.4373179617812983,1.1690568369910832,-0.0181791298613144,0.0208274242796587,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5918000195120747,0.6162298886965876,0.4862777867756392,0.7693379957862543,0.7498383189379944,1.0,-0.1472241304523167,1.1010866952137002,0.8730993447899819,0.3715992815037855,0.4011445194149888,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3342945895312013,0.8464433650987911,0.6546294797453911,0.5885563543484786,0.5860434470518323,4.0,-0.4585541607667536,0.9428904812297034,0.772903226171221,0.257417925647101,0.2952794538003543,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4609288888098712,0.7631354372291139,0.6098721826916009,0.6809363889091986,0.6724884427979019,0.0,-0.0580231524806154,0.7037510546376492,0.5583040261268616,0.2647301319442538,0.3322847904847473,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1977148132959376,0.8322588311430165,0.6505824869019645,0.6101905020147632,0.6226383949032352,1.0,0.0237244154280151,1.0978583258008665,0.9294944728337804,0.5291275745522364,0.524280135122603,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1576403428617937,0.796563246081237,0.6279787578582765,0.4647144347455568,0.4828647759822927,0.0,-0.9880806129167036,1.427925931214587,1.1686631875963354,0.3488804957278238,0.3267379111886784,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5021403166727272,0.7013669306871411,0.5531211911269596,0.7191730026778759,0.7030495736529833,3.0,-0.535229706857625,1.232997091234713,0.9425761147645804,0.4472516495113082,0.454293166067221,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6133709374459481,0.6503559521817084,0.5078059818373097,0.7876323375021514,0.7793193134625709,2.0,-0.3848099848505515,0.9166983062280852,0.7249827353577866,0.3159237424414975,0.3303967212780431,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3898885536760044,0.8124807230915949,0.6544572633743286,0.6822772013408656,0.6714220062333085,4.0,-0.2985484150583319,0.7842257174152311,0.7004236093021574,0.2520870970009012,0.212650433112158,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5744918872399025,0.5954965113298006,0.4340991734594538,0.7628000687112029,0.7730829965417685,1.0,0.2073487021293129,0.9477720393989758,0.7836231887782062,0.5421644049085147,0.5768087219254987,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5300321055211044,0.7162091701207884,0.570955993967845,0.7315978186593459,0.7321640596326211,4.0,-0.4584888363595352,0.972787914682672,0.8235439734943842,0.235219464460043,0.2757774159597607,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4897827751468145,0.7319015740449671,0.5998660112977998,0.7023375217883739,0.6836541879205645,3.0,-0.1027181010713904,0.9948837616594762,0.7669354545897332,0.1681034759033665,0.1838328668536162,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5161783248337628,0.7015704613539961,0.5348304182145655,0.7299731103326427,0.7243330227433615,0.0,0.1401547408493311,0.9149920202298004,0.7144840675851574,0.4424927002324908,0.3068153797618145,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5888528550396013,0.6596786149098482,0.5204665207862854,0.7695956434888749,0.7609306806797868,2.0,0.0887452260684673,0.7863607074646922,0.6617611084133386,0.3627597765914135,0.293361419553758,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4808925962511799,0.7346679752685713,0.5850997559891807,0.6953115724962569,0.6872538926826602,2.0,0.1094230140378479,0.892293934278147,0.7133179745078086,0.4459175139912334,0.4816393013658347,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4802075247347159,0.7038242459406,0.5595854921148927,0.6956998178820921,0.6799884274193299,3.0,0.3768685762595384,0.8235596407130922,0.6563043847194937,0.6473972321810441,0.6450955240018194,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5400565853651887,0.7023291378426825,0.5390451390654951,0.7438968756907107,0.7467687443882389,4.0,-0.0691189276735313,0.8510856578894636,0.7340364475417556,0.2681281184368302,0.2887934545768671,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5544377617844786,0.6519929444559235,0.5106343800434168,0.7491558139559693,0.7435989355327124,1.0,0.0182308164915536,1.0480179940030978,0.7962212451299032,0.4356494297365665,0.4612510972883663,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.519767528014359,0.6914759697243494,0.5351982702612876,0.722156093682726,0.6953773993009082,0.0,0.0473940088056358,0.8979684785468378,0.7270403069257736,0.465995786431796,0.4868927671178952,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4586103653181523,0.7409220863568516,0.5862107294082642,0.6837441785200985,0.6926324426737197,3.0,-0.1797028709437604,0.8817502925176521,0.7685113138244267,0.3080099714800641,0.0641030840669653,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5054752419523345,0.6582846121812033,0.5081517151329252,0.7127642784601584,0.6973185394621471,0.0,-0.0122736653264099,1.0622731719482856,0.8491729976733525,0.3350013828198936,0.3419731318161567,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6818239047517369,0.5327945665291641,0.4041910790690669,0.8283812120655742,0.806901590128238,1.0,0.0549236310886087,0.9308767557490696,0.7719625784221449,0.3834829450689964,0.3937444316722537,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.420927210005629,0.7950715863651472,0.6254024816513062,0.6502828316796682,0.6533238871631369,2.0,0.1335555585470548,0.7740788413935007,0.6229419851303101,0.4567931308424355,0.4565754996286681,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4993552662541585,0.7220478569746297,0.5754262362186264,0.7084754984153744,0.7005286650139451,4.0,0.0781422848267897,0.8407788700313605,0.6289847706303451,0.3758454310338139,0.4334308535739259,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5919331905933864,0.643277436376795,0.5072319558708147,0.7756991267275641,0.7618819276664569,1.0,0.3076698662448406,0.7771171265575245,0.5975973971684775,0.6198665671279732,0.5975232198142414,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5968007648585323,0.6502413978027867,0.4977223175048829,0.7960816196533506,0.7908124244617556,4.0,-0.059474469094056,0.7476557460387391,0.6236216509520117,0.2598474381378301,0.2792628308296809,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.751768494217522,0.4846610140238464,0.3543152663169368,0.867702966649398,0.8555994033167132,0.0,0.3950953489686299,0.8674247746417195,0.7145387788721034,0.6350110878832478,0.6345367342029747,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7386810464105398,0.4920702402676843,0.3686148150275353,0.8639541268739308,0.8567887996836405,3.0,0.2479696894901132,0.9035841230977744,0.7567881196339927,0.5141150939405118,0.5464966920647785,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.816628486963273,0.4368899965028182,0.2999740245838293,0.9070445773442016,0.9039470038974092,2.0,-0.0580961348075932,0.7348961903002538,0.6280244593842085,0.4249460748069603,0.4284365918408153,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.299542405967815,0.8590649071657165,0.6719362020009274,0.5577199915520106,0.5721351231929617,1.0,-0.0593249228544432,0.9379101522648872,0.7723223222385754,0.249847607672748,0.2908693676613388,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3300364354011276,0.8560191286618424,0.6727980269363949,0.5867515418785865,0.5829232214617568,0.0,-0.1756284545730813,0.7585118157377105,0.6000927177759316,0.1890473755373151,0.1943388992586845,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4171600978855269,0.7764619675444552,0.6051167983914677,0.6637823440417335,0.6725512966447559,4.0,0.0964294796896717,0.8030718289431009,0.6541936557292939,0.4396562952937103,0.3776683190936133,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.529986454387861,0.6768312042700629,0.5243118549310244,0.753235701915347,0.7549226230104551,2.0,0.0968868408943771,0.9719058459974692,0.800491771952311,0.3910932416165378,0.3264719692291109,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3236200371538642,0.815097696407196,0.6343037210656451,0.5869094003799659,0.592965542856489,3.0,0.1426424978904545,0.8798889538234868,0.7542884427622746,0.5233839157414353,0.4814227151050387,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7077055875841111,0.5466016628993573,0.4207857352415721,0.8447632332802589,0.8289221155669879,0.0,0.1883774915648203,0.7299825866223514,0.6236046764396486,0.4669075190604816,0.4959273919523979,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4100253468914026,0.7653227506926831,0.6010517907873985,0.6579443625352981,0.6227416481795162,1.0,0.4234340837517188,0.7820400937611063,0.6452927181638521,0.7602598747914175,0.7257051416050967,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6011473380781516,0.6263387672269768,0.4978386507667861,0.7846916144657843,0.7609019974348196,2.0,0.3511407262516829,0.8050487596307863,0.6423960653616457,0.6074938573687553,0.5834417702786124,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6656017471094187,0.5181781131219635,0.3956103543882016,0.8214210826662254,0.7920779291349027,3.0,0.3186952162774668,0.8994964277167994,0.7215570157870912,0.6326729152265911,0.5963342914223598,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4021461589219932,0.7909785949914212,0.6394297845774684,0.6565179414548075,0.6725537962436939,4.0,-0.4325209965624246,0.9123132415887554,0.7703110516324957,0.1484755383055298,0.1045479526349325,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5219359269350026,0.6738633900345715,0.5363787781501163,0.7230543238055431,0.6952512187203479,1.0,-0.2503149302366316,1.187378489999278,0.9263220636049908,0.124231919975518,0.0799374835548516,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6769352364736603,0.5962366037646161,0.4371290928721427,0.8234115706850069,0.8534832124876914,4.0,-0.1937018608165928,0.9101825724208262,0.7697794796857569,0.3197248551106173,0.3362410670725479,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3292133682888771,0.6890135101133552,0.5421574781141208,0.5801925949418895,0.5467823501354452,3.0,-0.2383872723324127,1.1488883219288482,0.911802242857511,0.2433429086336705,0.2607522977866576,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.387208065722165,0.7946746563873291,0.6123367492577125,0.6260757152310905,0.6200458224122603,2.0,0.1836055434748092,0.8677776831897661,0.6698106882927265,0.4428381384590126,0.5196322289492377,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2189080046469133,0.9070484537016616,0.7213715205122442,0.4827488627669561,0.4958176343417388,0.0,0.0843249566434709,0.7500537801016816,0.5905769700663431,0.3269473137112237,0.2842983122371278,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5326731440620786,0.712715110801048,0.5623717855440604,0.7480805905186634,0.7380167924489504,4.0,0.0655276245979906,0.6583039374325089,0.5735558134859258,0.3349662543450464,0.3156188359522804,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5143319083635993,0.7041957362602083,0.5495834950234393,0.722598691717475,0.723993932323318,3.0,-0.0884827386934876,0.8672169482148735,0.7200794802971607,0.1606422463500946,0.1658770647299793,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4819493588465369,0.7240633117546525,0.5964524792580709,0.6973898037844966,0.6848105110719561,2.0,-0.2092513620492513,1.0679912454149467,0.8596876638585872,0.1034407665860189,0.1570212168178275,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5378803539855899,0.6396237015925117,0.5110856863335296,0.7464937844447135,0.7060305818308972,1.0,0.1813556742163719,0.9495052448488188,0.7437855179455816,0.5442719897924059,0.5540644041041046,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4749953740754589,0.7295003872567248,0.5685751958025826,0.694815968241991,0.7041357994669502,0.0,0.0039450696827652,0.8878717352402963,0.754537245531877,0.346964487605556,0.2468445526494002,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2042679600809679,0.9140834026470078,0.7127957396413765,0.4940525113091563,0.4818260182592089,3.0,-0.5419866245284404,0.8173768957745543,0.6628648924216247,0.1537446221950983,0.2070152374931071,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1693424846099666,0.9333568173868332,0.7494047482197101,0.475654647227469,0.5120043166761017,4.0,-0.2502671261256601,1.0775552537837607,0.8041352633476259,0.2117755958744465,0.1800179258637936,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.163210101509897,0.949094439185914,0.7755314995380158,0.4341653329394829,0.4289178963223211,2.0,-0.5709912574451999,0.9989998371676898,0.8471696564730478,0.250591292921224,0.2165403340026181,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4285732387348948,0.8004469492749804,0.6282975600606246,0.6606016471050592,0.656099847454602,0.0,-0.4651798744128854,0.921022473663386,0.7479071032326176,-0.015168445243806,-0.0041129862166264,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0865997107427478,0.9675380733716704,0.7853682892999532,0.3340418965718389,0.3295203068656144,1.0,-0.5355292964132554,0.9520871983373344,0.7787859698931374,0.1046256867036481,0.0938925359019507,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4053864337312306,0.7674337712259472,0.623564224578965,0.6468942683839347,0.6094502317791329,2.0,0.036325341602401,0.9851958979344296,0.7554658475875855,0.4913742820501061,0.4534953595451511,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7098933275129284,0.5579589709504175,0.4425925583218875,0.8561280128289868,0.8492139626213321,3.0,-0.2866647588745767,0.7832127600492974,0.622262585007626,0.2465687070643951,0.242528915759325,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.216453657467794,0.8413325655182622,0.6754711727112059,0.5401812578805374,0.5212714904020469,4.0,0.0589750016589075,1.0294478668036002,0.8822790703629004,0.5364476827809501,0.5319408791042467,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1499691081368001,0.8631414057560418,0.6978348538805458,0.4185916617843563,0.3365068425716642,0.0,-0.0329079823330589,1.088207548853925,0.9531078376088824,0.1777200107013821,0.1253182946191129,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4835125869853185,0.7034884486982189,0.5684043605128924,0.7035423616324614,0.6706174929769896,1.0,0.2714433204464261,0.8925804590873996,0.747647304435571,0.5238980475072879,0.498249423443111,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0842384756570598,0.9426323645326692,0.7616375248123999,0.4422523384514113,0.4455243273553229,4.0,-0.4684813361264144,1.278450783626798,1.0020850618547863,0.1680211264021667,0.1274128733247915,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1982605961736507,0.8707624797442799,0.6889008071998071,0.4887058989280303,0.4866723029363666,3.0,0.0237109682159096,1.0560171929914477,0.8613059281288311,0.3222515994928264,0.2469064431915115,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.041410641534738,0.9568500702943004,0.7502340489245475,0.4159563231249797,0.3861774306265938,2.0,-0.3742630883521458,1.228262478549069,0.994872703926236,0.0456799796569987,-0.0088703839252163,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1585672752208107,0.9827419866373894,0.8034234099292755,0.4856498728334437,0.4717304316573951,1.0,-0.7345701595395813,1.0297339334002775,0.8456058332724359,0.1239669909068533,0.1144447885839279,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3333180364602142,0.8250757773632369,0.669199324437147,0.5874714523573364,0.6079534968835936,0.0,-0.5061499390396897,0.8789871870645964,0.7061374579305234,-0.0352684969556375,0.0276748216998214,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4605244691970617,0.7190324123129757,0.5447807052635376,0.6877866111170664,0.6887521230631478,1.0,0.0901192319860342,0.994798365987134,0.7922129975346958,0.412055562819546,0.4209923559636087,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2451519941083405,0.8665688932623721,0.6998623631647881,0.5411105395504792,0.5391592751883414,3.0,0.190959849399259,0.8604807916899035,0.7395104146585232,0.7140486685180901,0.5065342471041785,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3254970303014581,0.8371616837704811,0.6653385895742497,0.5853695509110948,0.5872664101535456,4.0,-0.153938700643395,0.9036725079273288,0.8048323389053346,0.4904025088372645,0.3927002069365195,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2505736295249322,0.7613330832658258,0.6029341601608391,0.5173016782479272,0.4548981302950314,0.0,0.1665997846894944,0.973692675157702,0.7746420705924602,0.5690591054807997,0.6035364629366616,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3893307837200854,0.8122124444105187,0.6502709738024464,0.6339119698312422,0.6486548332713442,2.0,-0.2312621081194277,0.9361769825603716,0.8185194912735297,0.2890407037383454,0.3334438869883135,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3649040076092871,0.7467704312072998,0.6233369431495667,0.6063516567763663,0.5408671593992872,3.0,0.0729515124571761,0.962140914849166,0.7928636153539022,0.3834196050638399,0.3565249557155455,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2692683837248903,0.8859027019046152,0.6840349730018045,0.5307091330207148,0.5360930687708954,4.0,-0.1048135166924537,0.8329941789535972,0.6744504961437648,0.217528518924944,0.1428289086701903,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.240560350735686,0.8580945172398446,0.7122946212435728,0.5123000176710003,0.4618588345167373,0.0,-0.3556160926872695,1.192966729283048,0.909172792989154,0.0392147224393363,0.1058672509247981,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1789822321653447,1.1021815906161891,0.9159592009347584,0.1616144698938798,0.1123660221762435,1.0,-0.6853260253733666,1.2675191436266866,1.094734809109659,-0.2660106291270923,-0.2381320200069005,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0467517539803963,1.030253104728723,0.8100384724545642,0.2436242611941789,0.2826640525020459,2.0,-1.216073520083714,1.1227501244347875,0.9871987362967596,-0.0511516800203903,-0.0508647676147519,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4165014531976886,0.752774011832123,0.6113806347548962,0.6462995117574653,0.6029780799309885,1.0,-0.5038086851125996,1.259384400015943,1.041798528134823,-0.2364211716776805,-0.1680690552728601,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3724119204593245,0.7903495735516285,0.6285707106012286,0.6212879197509453,0.5921508522888754,0.0,0.2138242470887346,0.8770872584419764,0.721960454305013,0.6161263972793486,0.5874261901594566,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4090377172317264,0.7856503809813143,0.6156917339960735,0.6511139917055285,0.650600397402011,4.0,0.0543750208055887,0.8019742221642734,0.7076534088034379,0.445273698845241,0.3169921420608036,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4645526342130704,0.7123794493514083,0.5722075179417928,0.682582378138538,0.6656553454017148,3.0,0.0204056730313043,1.0548716561533285,0.812182985021357,0.4778849490318971,0.4559288254695373,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4808128115706931,0.7512301528940989,0.5925312747469373,0.6944835727551806,0.6824615526091222,2.0,-0.0888634601516913,0.7098371406531102,0.5686973846980504,0.2214394937096193,0.1814615225589399,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0415069521740973,0.882994668770366,0.7145679483046898,0.3363992996706761,0.2454019066326281,4.0,-0.2333995270043662,1.1440448246897843,0.9128428567224934,0.2509358064841843,0.3157417571559542,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2628328700988109,0.8608034629235567,0.6910923656759592,0.5338576290422163,0.520802230918137,0.0,-0.3963846657980256,1.1820865853056974,0.9728950306709776,-0.0557217299181168,0.045217994982614,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1125620612547009,0.9498590655587712,0.7455534173567083,0.4295448851501855,0.4467492126969405,3.0,-0.4056241539282559,1.0792587245296956,0.9156052099255954,0.0917358232736182,0.1288202949026018,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.051155960691504,1.0060128399604156,0.8121014561464912,0.4052087991021972,0.4048879779998719,2.0,-1.0149925883202653,1.0818554406596113,0.8717275743161218,0.0586797092195776,0.1286240364178578,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1732595878316223,0.942602983395628,0.7411198020321982,0.4760597736368918,0.4699653834371972,1.0,0.0312686221710535,0.8055072603794472,0.6508487417147711,0.314582168580885,0.2937095781812155,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2730573913714501,0.88222430473686,0.711982810305853,0.554413281758046,0.4943059836875078,0.0,-0.307488529188666,1.0228454504239368,0.7954081490256572,-0.0403802734038876,-0.0297497703681664,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3539265015361387,0.8274110904193583,0.6731839333335273,0.6102151928325161,0.6027506993336937,1.0,-0.0212757352428825,0.7061323906129051,0.5943474206384624,0.2449909712271573,0.1794980348005939,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4010794293431283,0.7657598349457793,0.6161168068274856,0.6459372640006336,0.615399693011978,2.0,0.1961647089541178,0.9200194105903332,0.7450922393053769,0.580598185850175,0.5443097406173564,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3385300288667193,0.752249811616282,0.6056801710330265,0.5849357307411054,0.5381976430534625,4.0,0.0706870415239043,0.9961250990932614,0.7937433798789979,0.5093579368696626,0.4721475220898963,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4479985498667811,0.7310038728993835,0.5731485524056834,0.6746407896038631,0.66440755860179,3.0,0.3846771391957021,0.8417550197703778,0.6799672344151665,0.6299922860471866,0.5713630873556683,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2609387308405246,0.8907070410683848,0.750885947086667,0.541667072182836,0.4974087534605037,2.0,-0.0556446402851777,0.8977048401605618,0.760568706601165,0.4306044818978776,0.4908253430892926,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3903698195094919,0.830257585263133,0.677424284948243,0.6302739151663392,0.6152425550566175,0.0,-0.0092702300394587,0.6777738277194881,0.5514059856534004,0.3222207007319413,0.3180325293747955,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3221555954209243,0.7707772968946628,0.6151529685940061,0.5811703693696328,0.5657716489523127,1.0,-0.5291352515073449,1.2242604237850965,1.006017712813157,0.2438538807771266,0.2420270693975137,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3461539468230655,0.7751534728836721,0.6051086268781805,0.6099130462439651,0.5733634700015408,4.0,0.1425697904889367,1.0465676237170216,0.854070052570767,0.4155848766889006,0.4021345288389492,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1364910968337506,0.9419790027391634,0.7378660811493728,0.446814300242122,0.4403195002558951,3.0,-0.0804365961039095,0.8389610591783088,0.7258237172336113,0.3085253205383723,0.2910532287374893,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3578060591704265,0.7168919873687947,0.5744890751538576,0.5998523116117351,0.560004227592772,0.0,0.1047035373591948,1.0226746315565534,0.8601864723283418,0.3475061373790011,0.3576130222024549,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7340417196898976,0.520115593741672,0.4089858819940965,0.8648934150130492,0.8561742705325869,3.0,-0.6087087685185462,0.8623663768725532,0.6769582509994508,0.2414863019665124,0.1813782850689218,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3727881855111671,0.71589635321923,0.5705677411772987,0.6222162990977154,0.5726460386863162,4.0,0.2034648526727539,0.9085036731167572,0.7099557874997457,0.54972915384579,0.5880710239015886,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5284165134014678,0.6893975267512141,0.5363370955168313,0.7275708984000661,0.7152866539957747,2.0,0.2344784541426636,0.8730124296659525,0.7083382254633411,0.4929204468372726,0.4786942800386485,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3279263291313262,0.7889915000613461,0.6225451069264798,0.5743095639753899,0.525208073925221,1.0,0.2305210674657899,0.9338962680438008,0.7596853102337229,0.6120054639965298,0.5913944424633617,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2839721509807978,0.8818863244557017,0.6871125409152957,0.5489755650874097,0.5356850815073427,4.0,0.0405604469199788,0.8028702028576964,0.6226221261219103,0.3645440432621104,0.4469729839353675,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.305975735365868,0.7772161847253664,0.6276969598321354,0.5660999202053981,0.4748206419891127,0.0,-0.0274314395715673,1.0295981131512515,0.7832985970803669,0.3587603184004789,0.4515952635085191,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2521252024582125,0.7895337684636854,0.6086581934567155,0.5119425004304933,0.5196503547250321,3.0,0.2165343265715413,1.0414839870854944,0.8602066877040461,0.4748028037983818,0.4972388521613854,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3265671833171379,0.8294716927227759,0.6542899339126819,0.6091918735693911,0.5975136324963868,2.0,-0.5269466364790094,1.2141255617351043,1.0477884514331817,0.0946170004819259,0.1526384533049907,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3647548389648042,0.8107527177239887,0.6572245488949675,0.6044695645570193,0.5831653063005382,1.0,-0.1182661534637006,1.0098356042588217,0.8215970129802309,0.1200171951282625,0.1351218327579233,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.456308116835181,0.7122331990754021,0.5730057147166113,0.6809930383349182,0.6428347909567185,4.0,0.1210313059248902,1.004900266302153,0.7774208221630172,0.5442923334764267,0.5199755089545386,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3795026585831795,0.7679037617689424,0.604864006728577,0.617899043036056,0.6260951075780028,0.0,0.1464538209780886,0.9594533226591389,0.8299716170328968,0.488971287769318,0.4083220793681335,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.303193509999483,0.7814906996003138,0.633808998771616,0.5955265176379484,0.5584437224244108,1.0,0.1312807603826722,0.9905696381807042,0.821538575454192,0.413957026722223,0.4059625755771583,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5250229851784374,0.655606716788629,0.517172425041596,0.7365887830410505,0.7098305035699047,3.0,0.1616324513726503,1.023155323397047,0.8331336786349613,0.5505262580141954,0.5668376643930595,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.0142584746695413,0.9437169380557052,0.7880582093000412,0.363092437826752,0.3589662566356131,2.0,-0.6031790752154063,1.2652562065739463,1.03775659388966,0.3887538000423292,0.327456324935882,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2441851114037678,0.8733434780632554,0.6916640590793557,0.5358929241234645,0.5521660414909979,1.0,-0.0204492139862932,0.944518285980224,0.732140009601911,0.2328638700643595,0.1638303084869292,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2682763684272639,0.847605680868285,0.6735266838856597,0.5475263539716653,0.5437067780945172,2.0,0.0878037715610075,0.9792029493645988,0.7995166114280965,0.3976631851855929,0.3721216431102044,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0047786157277451,1.0031735526300898,0.7812911942909505,0.3048082216907979,0.3534435506162929,3.0,-0.0384190759664575,0.8959556834787391,0.7567355970626181,0.2913643011250545,0.1533612869348294,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2731066199549642,0.8544176544623292,0.6675825915665463,0.5600578700550165,0.5473192146901047,4.0,-0.2112746725540972,1.081283025028312,0.8135534135331498,0.1398655400772415,0.1855085900811433,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1204412528127514,0.9309066374302484,0.71012564347451,0.4507041965039597,0.4726403860621525,0.0,0.2960749578180911,0.883039938274533,0.7272167081099291,0.5753685681655648,0.6144640199225971,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4153605185494784,0.798445485418751,0.6453880713107812,0.6483351393681344,0.6255371735359733,3.0,0.0341626775346582,0.7567165153557024,0.6143349669196388,0.2563398557670001,0.3154628769305979,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4752224709049232,0.7057323799312217,0.5714092188680957,0.7014203511730656,0.7068865785126149,1.0,0.1160660219647445,1.0716705365837238,0.8415775062561036,0.4174809576660319,0.3870285121192685,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3017793113139001,0.8313324190638806,0.6842334676227687,0.5578752190412762,0.5082602979433366,2.0,0.1166471826545511,0.872895966887267,0.685105039333475,0.3425608957145311,0.3296378418329638,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4404914663609267,0.7581851133063809,0.6051638853934502,0.6644656028129003,0.6705623972156702,0.0,-0.5263352719426544,1.0376558911196827,0.8547111414574288,0.1430545702710859,0.0984111934828307,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4855453798266365,0.7146438003456996,0.5630818814090174,0.6999451286326898,0.7000556384196808,4.0,0.2062896853058498,0.8986102210743449,0.7422519025166829,0.4679765750263684,0.4663807277550308,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1176018266128797,1.043956704578594,0.8373274170213443,0.1396402449572058,0.1731273162835252,3.0,0.0891910774835768,0.997345510600953,0.7597563877786909,0.3345834388786231,0.2888157441076619,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2950038361926709,0.8190842677194456,0.6665731001481778,0.5557152644474478,0.5316717755646135,4.0,0.0987224467242171,0.9936248989911118,0.8048341529956763,0.3801320060119402,0.4031167797960753,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0084368716651783,1.004362235839525,0.8251718019272064,0.2867443234452372,0.2750109016727749,0.0,-0.1056412159202158,1.0533373055566533,0.8913849884149981,0.2770631698159289,0.1956372002141158,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1356729994751914,0.8586327562736836,0.6963835144386017,0.411367098738663,0.3509369718247135,1.0,0.0255957905635992,1.1210244748430298,0.908790835659459,0.3064825218254231,0.270986211670509,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.169057326254018,0.9367617984372932,0.7471744987543891,0.4753929490806337,0.4834543659869239,2.0,0.1436983485904666,0.6096528337284112,0.4925520990445063,0.4971534584546058,0.565138174775079,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4501619403273689,0.7862322517943482,0.6325863898918033,0.6762805005824257,0.6945503565069879,0.0,-0.3634667091396457,0.9295925263173462,0.8006173640489578,0.3378683676550769,0.3840782139012372,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4111974277450981,0.7581885101377459,0.6070210505746733,0.6461654209082823,0.6464826113373804,2.0,0.1322521616295582,0.93424541424334,0.7567650438036236,0.5491070557720229,0.5179322142224299,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.445277695640239,0.7314137075406607,0.581088416073598,0.6745363625507397,0.6355888824138517,1.0,0.0873155061615773,0.98857465084799,0.7821572387483385,0.497859625969781,0.4390999301825365,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3562806002432539,0.7953976803648101,0.631774649011328,0.6038126044225239,0.5585771399394104,3.0,0.4011879465525473,0.7962087907646118,0.6526250200645597,0.6554750918321322,0.6924138556943124,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1211028150539248,0.9388240141204396,0.7761595422160017,0.4289223382383704,0.4223011763998585,4.0,-0.2938775947349301,1.1306226631463097,0.939284743309021,-0.1631098384560222,-0.1531425900153123,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0449604505419287,1.0213727095766214,0.8427149024139456,0.3774249201679231,0.3841508338419006,4.0,-0.4452811902616145,0.9746822677278814,0.8095202665328979,0.2862486791163569,0.3134244812738017,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.151828048677319,0.9008983912559912,0.7101073004964922,0.4789466443827957,0.4647233388732913,3.0,-0.0640021695665791,1.0745090950673504,0.8403654781069075,0.2831928622598097,0.30616601385965,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.249282903987599,0.9897954921720398,0.8009378313196116,0.1293295506916697,0.1129830522496878,2.0,-0.288640522517974,1.2525057103824293,1.010075128230643,0.277289189658142,0.3120464862105899,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.287500802897279,1.2071231949266117,0.9943658913421632,0.1042805024278611,0.102263876913945,1.0,-0.4874107026937628,0.9603930832919793,0.8044249585849135,0.1072770400605368,0.0731369049974012,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0516250601291216,0.9651464489424224,0.7658989549516797,0.4579822785625503,0.3874913561425843,0.0,0.0265295426122808,1.0194330845715982,0.8041054886214587,0.2754472971801082,0.3447554465213339,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4303618992450535,0.7859282600473232,0.6289468906156478,0.6589332320638341,0.6465499184249467,1.0,-0.2530416847194665,0.8058231282622985,0.6160474170865239,0.1646433448749969,0.1362504456395599,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3522313464267353,0.7820984506466587,0.6095091443557243,0.5982718003096081,0.5825441553811848,4.0,0.4346741269964067,0.8362847327860629,0.7305943402491117,0.6996947557138936,0.6891588693075739,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3142654454027928,0.8153067417677413,0.6467334642935927,0.6117254207866681,0.5366026572881571,3.0,-0.3081110399339875,1.1338349181076364,0.8897108051593489,0.0884248979375969,0.2023692435468712,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3749306197693569,0.7958403960988785,0.6320133907990914,0.6169426244125966,0.6082676484067889,2.0,-0.2138294327899286,0.930143735414526,0.7265514929398246,0.0088701461852283,0.0161300271403898,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2875443497608558,0.8278281724020494,0.6589080250414111,0.5572817876276848,0.5580883054792785,0.0,0.303213732554921,0.9082059475656064,0.7741517085187576,0.661994544865028,0.5504776477672666,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.7041445447632557,1.339399398236301,1.0507981551399936,0.1679418262351966,0.2158514995131907,4.0,-2.21864099508019,1.5298125608553172,1.1891998742756091,0.065276740385882,-0.0007778696121602,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0939974528224829,1.0728283266013936,0.8646465973008063,0.3438083390475657,0.3241539560107687,3.0,-0.2876931222406131,0.9434393217338504,0.7447915140358177,0.2456225686492579,0.1442712349164671,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0397679498215901,0.9895638286828554,0.7964614452006696,0.4436970828903154,0.4239289924768291,0.0,-0.4139621709135208,1.0640310516459832,0.8074119214801228,0.1093302061284738,0.0704354469060351,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.7117649258477483,1.3289384914263485,1.0342278118372747,0.1881775371446201,0.2332728754620812,1.0,-0.8608950983923369,1.2934738075770316,1.0596989151537417,0.311910367183342,0.3955157375709992,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1478197787267765,0.9635941057687106,0.7918865597404932,0.4640498319726231,0.4749672367585597,2.0,-0.6348454868253302,1.0053936450790286,0.7981212490200995,0.1050541662031876,0.121493574040633,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2760984273417923,0.8213618076527361,0.6495244009430343,0.5549356819478598,0.5172809526251533,1.0,0.3276424822603843,0.867306080965465,0.7239074593240565,0.6601268673410394,0.6626718364469509,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3284932408465453,0.7806084242450864,0.6144649871595347,0.5873446489736966,0.5796692350257927,2.0,0.3591846520188432,0.8378994044846338,0.6876011563709804,0.6368110447809789,0.6155247363208761,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0905775827241571,0.9305096685970664,0.7683920465677212,0.3796694159086802,0.3144894058559745,0.0,-0.006097996387173,1.0733684213855157,0.9021621357070072,0.2804771782589498,0.3341485418336012,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3721742639139694,0.7804626076573985,0.6124726405300078,0.6313220461997073,0.6193067190261887,3.0,0.1107119770733806,0.9712386341739228,0.7913730733054026,0.339098248266782,0.2699179309913313,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.3420749781529009,1.0913984330349606,0.9261818906920296,0.4419903613720273,0.3586347306100264,4.0,0.0563724578341979,0.9907228554483688,0.7726391410827637,0.2895377782708569,0.3354895191771746,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.7180424576209679,1.2759285323939389,0.9972846311152872,-0.0525792041499492,-0.0611931123796916,4.0,-0.6085009645407977,1.3275085192193834,1.041024960238358,0.256157408731807,0.3081277315774308,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.249369035148814,1.1392571640791105,0.9493591433811964,0.0659694372179668,0.034007397438762,3.0,-1.0749705317846412,1.069306795239528,0.8763444299628769,-0.032966250628113,-0.0795498152048799,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.3715258358408733,1.1392433398794186,0.9091681273383636,0.0392898469897826,0.0283083259291538,1.0,-0.7067580216752636,1.315651233842346,1.020077701288721,0.1642967835602106,0.1185431898248565,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1105048682885605,1.023743623823905,0.8238842769304912,0.2859785266979052,0.2566678253811049,0.0,-0.136146375956885,1.1770106599498884,0.922042936824617,0.2224091459543127,0.2141728456844868,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0653695650829486,1.058580308967143,0.8688629702447166,0.2275119800735335,0.1828464011363592,2.0,-0.1795258451775467,1.0008754532903816,0.8001460946083069,0.0986899840726699,0.0703068725329111,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2706933744998753,0.8503482149432221,0.6804057245082166,0.5383777353934915,0.5416687712583603,2.0,0.1436873063544258,0.9569673577030688,0.8000895397479718,0.4977344902790831,0.5649795132047628,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2146023906468988,0.8980799320425567,0.7337879633020472,0.503921842542937,0.5197734173941215,0.0,-0.0032030559727453,0.922499203004528,0.7474444022178648,0.3386830457317881,0.4597752337353976,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2903851606554597,0.8776744095008517,0.7055539009586865,0.552082547994245,0.559171484359679,3.0,0.0467884677861895,0.7200346388231228,0.6286030974039218,0.4978913752648914,0.4432778617505945,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3040777152217067,0.864887085108959,0.7019247493426005,0.5536429787589217,0.5338674924193603,1.0,0.1691109268856041,0.6999491382904984,0.5926512301535835,0.6179243376910987,0.5984194533789676,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3213769369951379,0.7892020769444691,0.6312910198224219,0.5873885820694857,0.5550816832790513,4.0,0.2681798302296123,0.9456811240825496,0.7464489197731018,0.7235961724205222,0.7251360480390319,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0723248360780092,0.9635742979535192,0.7725428436134035,0.4537961907613052,0.4443129567188109,1.0,-0.3151108258382369,1.1468038271137644,0.9150934661306988,0.251619535354539,0.1713713216467009,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.121952159690165,0.9678299870417026,0.7657278652477982,0.4348836834638901,0.4464033164690821,3.0,-0.5326016021215247,1.0666790622826798,0.9070783634509072,0.165607351610578,0.1721976248542258,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1021755161766604,0.9817177926200638,0.7811436121429959,0.2759002681788646,0.2918027279792741,0.0,-0.001728584510477,1.0443343939730076,0.839609082259384,0.4099098233762661,0.3694250266966313,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0231909311157305,0.9262556482991212,0.7526193941661289,0.3264421032238471,0.293005344733343,2.0,0.0807449108595321,1.0537926976044645,0.8011072191825281,0.3612211896958879,0.4049179286408181,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-2.4306599330848644,1.7356264605684242,1.4104435046265522,-0.0097715132197458,-0.0304552487186629,4.0,-2.6699742929614625,1.9143395396702865,1.5168669620446034,0.1085249472524329,0.1051742991627377,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.230322545318831,0.8256711708364614,0.6321186202312339,0.5152344396534005,0.502750208053911,3.0,0.1582739274896815,0.9520846653454912,0.7528374297060864,0.5775430225211811,0.5854441360166549,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3692440059732197,0.8118504884337732,0.6413906795542006,0.6101507661430814,0.5833916643702062,1.0,0.2109302693249911,0.8326097970172422,0.7006133950233461,0.556282487608969,0.4825640045914554,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.1141841403346799,0.9739070290834096,0.7768023731867474,0.0248733727186898,0.0216821007608965,0.0,-0.3907817022778233,1.3049500527880376,1.1274827003479004,-0.2442150422864926,-0.2169050611610894,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1108421797724986,0.9160420676462354,0.7558904893102211,0.537138808939023,0.5455801233442552,2.0,0.0612211732416883,1.0768386408588029,0.8515581050285927,0.5483737074659947,0.5651007506760768,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2466284338841344,0.8311762994428494,0.6488901686107412,0.5214843882946072,0.5188612649167502,4.0,0.4803411918850919,0.8750681747000895,0.7113020469925619,0.7617064053831993,0.6902005358538331,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0436514439106471,1.0107558875646083,0.837635245697839,0.3426807837350887,0.340834044368053,2.0,-0.3749551154043371,0.8379282052905276,0.6774405837976016,-0.0410957312559133,0.030782367725461,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3079094659325863,0.8135524201992667,0.6491262148467588,0.581081499317768,0.5606328918119918,3.0,0.1775541150543226,0.9680524953126444,0.7679363409996034,0.4331733860009377,0.450260524135018,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2219153037440231,0.947411251095656,0.7790631513359131,0.5255672990885574,0.5515273262244849,4.0,-0.2702760936680055,0.9204787666036892,0.7545095248961113,0.2682804485608139,0.2936984378462474,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1504958143583455,0.9000124961294167,0.6922632139778137,0.4776357216477778,0.4583914519764791,1.0,-0.0926530892120591,1.0950144141138982,0.8646452294178864,0.1596590674479488,0.0728959842137133,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.084848231853928,0.9041464538862664,0.7196347415819764,0.2743446544578949,0.2140305449647402,0.0,-0.2620128363991862,1.15299357547641,0.9319307195022702,0.3116522069702745,0.3662984380105913,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4291078989836273,0.7797506882578956,0.6075714610562181,0.6656492736282409,0.6666905832395955,3.0,0.2034511761537314,0.8276863216276856,0.6839658792813619,0.4543507704935046,0.3419162095654854,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3644072281147497,0.7837680681789213,0.624386496450994,0.6062190164556954,0.577007247255686,0.0,0.1936548274962469,0.9652486949540212,0.8077051492741233,0.545948008961543,0.5017785811705825,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3851635229059508,0.7751908780718011,0.627141749382019,0.6226636128954779,0.5585620963458087,1.0,0.2537152196659787,0.868540669102228,0.6900775179946632,0.5693565580569249,0.5625172202490054,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3637991841151873,0.7984675252324361,0.6372965008128774,0.6101517967986994,0.5937931212319676,4.0,-0.7453397403118884,1.204892101820635,1.0412184513939753,0.421771678639573,0.3153634697617593,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1149960940868132,0.8234697536233262,0.6543381324914785,0.3428864824580224,0.3439750359117854,2.0,-0.2373858256970515,1.2143756894681133,1.0278902101516725,0.0231839032633209,0.050889720053905,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0931373566161559,0.9424448265269376,0.7483225190639496,0.3423507339412657,0.3205335853686714,3.0,0.0260036268401847,1.073523763197955,0.884049721410719,0.3228702307963109,0.3549937906749678,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0675461129872418,0.997562105622302,0.7729208754120971,0.4857480339572876,0.4868727249317688,1.0,-0.6325050998243595,1.098553360609005,0.8243263782420248,0.2320915589052741,0.2951269227400857,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.3651558491129376,1.1652756514688876,0.9271455831790536,0.3895053597375685,0.3999138745544947,0.0,-0.7613809711531656,1.293504833085885,1.0780973601341246,0.0478101026076143,0.006184913636924,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.7840303317583246,1.225304795466937,0.9970040945361738,0.0899888897518187,0.0802829706636058,2.0,-0.9031124351293264,1.3841970686718628,1.1106588331253633,0.2049015144923721,0.22178364418646,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1033633016827612,0.9540621120404498,0.7634245421855074,0.453864175094033,0.4370294243247026,4.0,-0.981036324668276,1.1004333337507866,0.9251589469909668,-0.1066758972592198,-0.0606117481116479,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3958651177897787,0.8159156163260008,0.6451101806499815,0.6382360354463901,0.6539378309123913,2.0,0.0071089724218977,0.7854650981017275,0.6443726021744485,0.4106477396022469,0.4145834906729099,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3403198580782637,0.7997706656386702,0.6377854087541429,0.5833976161825449,0.5492069665322015,0.0,0.3040486305756065,0.8406493434876475,0.6934889533384792,0.5617513806368744,0.4951309503214045,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3239857332492493,0.8492029930412539,0.68562052025891,0.583211104757162,0.5683398819357142,1.0,0.2084863831789731,0.7819481708891012,0.6660808728462043,0.4711114328994611,0.3200906353540796,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2682592121175092,0.8283195869287217,0.6721607408905029,0.5370137152970048,0.4638049402936364,3.0,0.4005768591971517,0.8077132470391856,0.6694928229033057,0.6838150753720149,0.6693607936035252,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4115532867476077,0.7947260617699614,0.6398086999406751,0.6419490491577118,0.60989613028895,4.0,-0.475648514825735,1.0573849281646368,0.8909993239336236,0.1979852075954112,0.2302986823376523,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0455045069732329,0.95690084798979,0.7867119599791133,0.3415628738686806,0.3387749634155307,3.0,0.3740062289010554,0.8557042300883736,0.7784648139660175,0.6254756396554777,0.5473226063064395,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0948529855786094,0.9723983517004856,0.7783712256938781,0.4191947786651071,0.4186384297066593,1.0,-1.3174675683790524,1.3388407506381084,1.1551309672268957,-0.2955889640300661,-0.2914925663312832,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2475519119706247,0.8779576003483187,0.6938925190593885,0.5525390078116545,0.525186542001029,2.0,-0.0247361395115981,0.9861937381285192,0.7419408167733087,0.2885963813969803,0.2245263605808659,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2897786030334726,1.0615883591299444,0.8162268097559611,0.0049504899838762,0.0146661534500309,0.0,-1.2336465211986578,1.6108605966785876,1.3325811341830665,0.0171279470284591,-0.0133711507732399,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0595191618344812,0.9947755109185084,0.7768173166249422,0.2731511418215607,0.2477050992089655,4.0,-0.1873847612138246,1.1420331575773246,0.9013674877410712,0.3572587779833757,0.3741458076438562,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3720251981323684,0.7646579825252181,0.601116586070089,0.612051867824579,0.57607431566126,2.0,0.4829871803450732,0.8551334157432343,0.6971052673588628,0.7121813121651348,0.7393130939809446,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2191892130149978,0.9289764175725036,0.7341894091052168,0.4781473763343025,0.4665998725215644,3.0,-0.0858855078665785,0.8411698619081559,0.7135640844276974,0.5096480642944294,0.4377446205496732,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3932385093898097,0.8206154231252354,0.6522123464941978,0.630484871358694,0.6356267535910235,4.0,-0.2361303798818244,0.9050136103792614,0.7622718970974286,0.2528401936878289,0.260212252084015,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4266911389346299,0.7453120056940731,0.5927648668289184,0.655654296861726,0.6548017104001431,0.0,0.1830068624542664,0.9395342872695206,0.7613089170822729,0.4753735177796915,0.4377575202210201,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4470113527682752,0.7708921988606405,0.6233736284847917,0.6696060661088333,0.6700698651672896,1.0,-0.7998181109208808,1.1095737043597498,0.920213044450638,0.1411922136115263,0.1257807080521028,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1215107360441405,1.0166289414104668,0.834792837536575,0.2010258152315063,0.1942089058399319,0.0,-0.330932977046646,1.0663018140230534,0.8588618968808374,0.2939812031240352,0.2514820873277111,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0335000717123777,1.00526018271646,0.8349455137972174,0.4335145603172784,0.4435405699203362,1.0,-0.4923537439706087,1.0602341121386942,0.9034010488936244,0.0110630751689898,0.0186764579036627,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0372633269704623,1.0566856247084158,0.8237897820722043,0.3615682430848433,0.3796778275795435,3.0,-0.8151200854680702,0.9362734690266686,0.7244759340011157,-0.1610683119199703,-0.1205587616258497,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.2428882528907212,1.143474138042306,0.9141852054018296,0.295128625330083,0.2603597565740608,4.0,-0.3341051109944737,0.9594651839138948,0.7393866759141284,0.1558137049903282,0.160845383759733,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0513891614796813,1.0583092206261964,0.8625017204301224,0.3437514986507157,0.3561574467699245,2.0,-0.2022276565018017,0.9469845852806672,0.8071351214249928,0.1598218211258241,0.1388557168100634,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3005912189159332,0.8679098081190958,0.7021901044527691,0.5517229658166147,0.5428741096429885,1.0,0.0409746828789783,0.6881537697530887,0.5680700988996596,0.2865806331149851,0.1465450862398989,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3021087833284078,0.8417816736937499,0.668233469843075,0.5513691865729994,0.5290327979316217,2.0,0.2147312859852684,0.8363651272841972,0.6555619356108875,0.523007686824898,0.5178859353205455,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3318986074731429,0.7635202968029343,0.6039518606489983,0.5844687572910963,0.5444474002786097,0.0,0.3268399864115224,0.8529577042714269,0.6996904997472412,0.5729118721513072,0.5594037703778171,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3604332230209551,0.7739447521021731,0.6296438256432029,0.6026794902808236,0.5580153217433589,3.0,0.1221812797124846,0.990018251924825,0.7467545218345446,0.4589197425537066,0.5332320992895556,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4331123681130424,0.7890556939269121,0.6288070551672977,0.6618187297212772,0.6672889063877666,4.0,0.0135172573568806,0.8126478343556134,0.6664764758636212,0.2929966926039565,0.2525383058131765,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1898659388598771,0.8605608860742097,0.6866470562947261,0.4525084861672899,0.4871386034174715,3.0,0.160944574609165,1.0648819866783543,0.8525437730237058,0.425733977449125,0.4145100405613428,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4847425285595337,0.7163603883728971,0.566432201986189,0.719221920699123,0.7173189262127492,4.0,0.1598427075339458,0.9081798377886844,0.7319776650478966,0.4957334303999439,0.5754458912353649,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6292124146728146,0.6234509231414649,0.459471321276256,0.7958200337418617,0.8091238726846581,1.0,-0.2414729257817049,0.9524506021737802,0.7564079253297102,0.189339576859848,0.1759684843103952,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3619776598230925,0.8034722667337547,0.6450052190755868,0.6038310782533679,0.6053290928683398,2.0,0.209610682415923,0.8740800483208945,0.6796301933338768,0.4624770111963434,0.5147453090814563,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6442093771509686,0.5886556201641915,0.441870885499112,0.8045558515508584,0.829640400624358,0.0,0.209873914166327,0.94225201290061,0.7479224437161495,0.5557181934547121,0.5479317170038239,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.489624564276677,0.6925999328904806,0.5320665656901025,0.7064625256696726,0.6618155894200697,3.0,0.2430887574999193,0.8617819340684212,0.6924084090559105,0.6462445585984066,0.6294877747437135,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.585608955743339,0.642078923229988,0.5096181724288248,0.7675625074556336,0.734090243218295,2.0,0.1062657154853068,0.9645503609221296,0.7563703085874255,0.4391378334382235,0.3800612848320911,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7935841194191027,0.465603736019762,0.3140215557271784,0.8915456559999995,0.891815362004266,1.0,0.1135734607552566,0.8214148432620679,0.6856950608052705,0.5184452726547856,0.4959238394466752,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5323565014860161,0.6723725206101735,0.5228278354236058,0.7356202159941919,0.7148815227679214,4.0,0.361253819505489,0.8583086819232583,0.7030922233430964,0.6079193037653441,0.5738207426511716,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3709946018528712,0.8282359365679776,0.6847377754186655,0.6438430634998451,0.6555427866984012,0.0,0.2758454337269319,0.6737557950409042,0.5111916473037318,0.5862617810066588,0.6151909964604683,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4909570908418916,0.728990305014527,0.5747289646910383,0.7019950052718571,0.7041191860453065,1.0,-0.00086070303561,0.9023954380419088,0.7280465954228451,0.4475087556907439,0.4169630699136616,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4647809129852495,0.7154495226256677,0.5756426345682762,0.6837154478845369,0.6835233827207409,0.0,0.2324577010104493,0.9404894874758322,0.7337410455628446,0.5054935185165902,0.4746059800536849,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.370452590152977,0.7911337467345133,0.6093145476688039,0.6151966615054759,0.6220841785265595,3.0,0.3676362953172467,0.8049734233739714,0.6598469668313076,0.6165501076286317,0.629159403447551,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3678093008005678,0.785642142029944,0.6246743255156976,0.607361135064397,0.6063130228199503,4.0,0.1639232787735761,0.9407649454367292,0.7908403916107981,0.4617788482383133,0.4368331789653856,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6482907245424965,0.6057636596106313,0.4603629548828324,0.8081976863729186,0.8136319470924513,2.0,0.2666224504125367,0.7523747210059032,0.6469065486129961,0.6320503501798733,0.5695683107502083,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6177996413612474,0.6179267916040958,0.4632452707786064,0.7949002114281587,0.7859659504682158,0.0,0.3345378035368295,0.8136879398682128,0.6516086121609337,0.5867519342476024,0.586889913779011,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5902689083376756,0.6613426756560284,0.5122168910658205,0.7807157856117202,0.7802912128223776,3.0,0.0444911118851288,0.7930102124303943,0.6202735168055484,0.4385833624762034,0.4061285964434641,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7359056121811595,0.4949095486531971,0.3672304755371886,0.8589851310319145,0.8486702513498807,2.0,0.2746383480024595,0.939013021659282,0.7185203891678861,0.6122653117952827,0.5899540416152615,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.463203882747203,0.7293287207490943,0.5648783913216034,0.685237565891059,0.6622378487634469,1.0,0.1959485923258302,0.864316811340342,0.7255986881256103,0.4704536785274033,0.4780039424551034,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5740063799080464,0.610366416932926,0.4854454940170437,0.7712792888806661,0.7672369892212926,4.0,0.2908767461660759,1.0246626694598095,0.8367569100229362,0.5555584705648912,0.5661905755657883,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5637182601008239,0.6489864834356976,0.492490841645699,0.7602195680434061,0.7739327955061778,1.0,0.0755750170516281,1.035759876451013,0.8464670536392613,0.3585730349317678,0.3160256064258601,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4037089379015655,0.7708350240988047,0.5958666195652702,0.6531147216587528,0.6488331462014384,4.0,0.0114655518826879,1.0113275779929598,0.8390515967419274,0.402403615831564,0.409782251887515,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2253703678975136,0.8890326899260336,0.6993120639200333,0.517877876081881,0.5310075898270356,2.0,0.1059548922506727,0.911898314943866,0.7129910840486225,0.428179382396023,0.4861582230003282,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5734039519683669,0.668563729414319,0.5274144477581049,0.7724061044256787,0.7717689895896388,3.0,0.2879457778369682,0.7598558429824956,0.6457442318138323,0.611701125816868,0.5666904252579567,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.285475540229951,0.8705224314617952,0.6808508869889495,0.5600074040875653,0.5147835718646773,0.0,-0.0587540437630422,0.9014897891797348,0.7382516003909864,0.3118870521028081,0.3203633896541779,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7243397857084826,0.5396930521587846,0.4199596185808057,0.8551781223071099,0.8427214589252429,4.0,0.098776406696857,0.830950590832355,0.7156272417620608,0.4908890911217951,0.4601324530598443,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7527520235058826,0.5017957959898836,0.3602824571844819,0.8681897852499795,0.8741402301806981,2.0,0.1762748982797884,0.8827314406990283,0.6475441978479687,0.5261246047376896,0.5515430105251193,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.512778342164331,0.6860710883489191,0.5347452997232411,0.7239296729442195,0.7019382829194994,3.0,0.3664060540949481,0.8561186035530501,0.6752347623674495,0.6221911212108936,0.6100563558947957,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5470276859522293,0.6594484250488838,0.5240217172944701,0.7408094414466243,0.7371215791318254,1.0,0.3720926153619875,0.8608281073665189,0.6628738212585447,0.6130399118155418,0.5554826034574416,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6858593694548576,0.5561729318725516,0.4417130231392848,0.833846923250201,0.8259233768577706,0.0,0.3186045100558375,0.8499728597585635,0.6996231826983002,0.6059372348205042,0.5732107716528918,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2973088710547511,0.8334338376200143,0.6748281396828689,0.5730509879993675,0.5260101129564341,0.0,0.2920303477208785,0.8517826156451419,0.6373058386225449,0.5703825751403507,0.6134821660721862,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5074408925290101,0.6812267799169096,0.5502442574191403,0.7148833576106921,0.7064613436753511,2.0,0.3896522685439759,0.8501204635000686,0.6911638874756663,0.6456224866561554,0.5152145636791271,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3050927683839435,0.8481439923807307,0.681872993134833,0.5572370782364747,0.561626922689806,4.0,0.0168617616255956,0.9288985781624608,0.7609276722606859,0.3424213597792893,0.349729168330003,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5099378164402983,0.7156690843454722,0.5708422303044951,0.7155317463685625,0.7283254093675979,1.0,0.096396090190347,0.8445684788075039,0.690555070575915,0.4274880498337186,0.4455873508885395,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4063566674560568,0.7899369321004781,0.6116574900800531,0.6402545383993039,0.6452354357626239,3.0,-0.1094081506538471,0.9309552697722976,0.7372137264828933,0.2974998891267487,0.3309439169078511,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4080943787937552,0.7474327259596043,0.5834498572659184,0.6660945848461952,0.63043381861476,0.0,0.299522365935407,0.9351649691970624,0.7730956319758766,0.5631714652792016,0.5971439523081435,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6364090777620034,0.6158106011499126,0.4814434133102367,0.8040321550836794,0.7936289404614104,1.0,0.3688278799179714,0.7299734577036557,0.573501338331323,0.6199449132879149,0.6388356960921646,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4229775121691337,0.7273224036853828,0.5844313472586793,0.6642101113906007,0.6559300109219514,2.0,0.3188215251191183,0.9571929302377408,0.703031881859428,0.565321429356656,0.5827314545726707,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7616899310405819,0.4810273967217652,0.364839376629173,0.8799353862039963,0.8755367354282536,3.0,0.1719313517497752,0.9671889533523784,0.7840861156739685,0.4584466292277164,0.3810253329552787,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5048721728346124,0.7286919163929763,0.5699443407492204,0.7220566259916177,0.712710945348731,4.0,0.334604842904414,0.6955375674156946,0.5970964690886046,0.5874064870534537,0.5920332712184316,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5751042555658277,0.6317716436799939,0.5001468859245252,0.7605454374084907,0.7516714905451514,2.0,0.1629087524467367,1.015603801571937,0.7908344593800998,0.4333913381760141,0.4550478857482952,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.7407227532495675,0.5156469214193907,0.385688729951908,0.8607548320831214,0.8696462230623898,1.0,-0.103608720343318,1.0033351285815182,0.7611075820420917,0.3468133632223314,0.2721751062664767,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4753190904347923,0.7001713976540064,0.5480275668261888,0.6910624924628517,0.6771305683354089,0.0,0.3931474228935468,0.8836990405355568,0.736923149259467,0.6331742210252823,0.6447800432567466,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6893723459361922,0.5462055419278249,0.4260724922898528,0.8334291887103384,0.8161075155571391,3.0,0.1128403266150601,1.0236888247976073,0.7700400513096859,0.4213740314458098,0.4323466658547691,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4578798551652787,0.7247633274334344,0.582844273022243,0.6767654842507185,0.6474808683331128,4.0,0.2706934663165008,0.914198818112916,0.7878479934993543,0.5335404777211292,0.524651169859867,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8747819028246204,0.3653963007868023,0.1875296413434016,0.9365679642209612,0.9293118649724826,4.0,0.2008312604847335,0.7655781907498591,0.6047695481149773,0.6684720801950789,0.7115658168289747,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4988344073417249,0.6825806288149414,0.5469851025358423,0.7107244151470925,0.7058741385575997,0.0,0.4701863596131407,0.8265166786759559,0.6252845598521984,0.6964330196919127,0.5800273675964321,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7167880234480752,0.5303083055684046,0.3975346849026618,0.8482340438732272,0.8254004511169397,2.0,0.2304377190129859,0.8975866458148534,0.6530635891462628,0.5255109975471038,0.5262351597305959,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7548932851091827,0.4885535557844084,0.3948394522264407,0.8753650015647322,0.8580213655080513,1.0,0.249826663436096,0.9194116653872144,0.765061901368593,0.5112991049440979,0.5379438646778144,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8182886842790769,0.4416393436326731,0.3065786043235234,0.905526981017727,0.8985950370627109,3.0,-0.0361995369895,0.8547585846449383,0.7344777700775549,0.4272637355515769,0.3510807160847838,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5706559340757116,0.6603037336586319,0.5275295049029511,0.7596996875931941,0.7411138746637119,4.0,0.0748402169368436,0.9311415782494544,0.7564201101503875,0.289397457630889,0.2527905464906796,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4384577005494247,0.7483811799902678,0.6020029013033037,0.6791664120377976,0.6547487322979334,1.0,0.1045068812108813,0.9552672498924808,0.8123475679598356,0.3831833216212664,0.3280625928201968,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5358457027083918,0.6631281103658149,0.5156209388336578,0.7328281347961404,0.7108191058736965,0.0,0.2897481776304179,0.9325826979531764,0.6985594096936677,0.5445845180925791,0.479098273825193,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5296065997679431,0.6682204196622717,0.5225480295001687,0.7294404444370293,0.7139845863538199,2.0,0.3402600875748348,0.8886218418053345,0.6787541266491539,0.7014686398441033,0.7798205343257937,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6850164309882272,0.5645328996277371,0.4524909896974439,0.8336853621191473,0.8326821788806434,3.0,0.2488656393462684,0.8499900342413915,0.6502721692386428,0.5325621152692572,0.4863770653244337,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.620837258723347,0.6237290753296405,0.488773838420967,0.7984584361597118,0.7792523155056598,4.0,0.1213580666470929,0.8690964358504993,0.7312687051923651,0.4312384556128402,0.392229827446342,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5438833675016639,0.6883949132252889,0.5440825198532699,0.7471174319417024,0.727407449260448,1.0,0.2444816556304446,0.8074116352499735,0.6536832375275463,0.5272844422760703,0.5043221359010833,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.814989412735063,0.4295319083744789,0.2917024213617498,0.9042178968946002,0.8919944443634268,0.0,-0.0868518829182489,1.0206867766545882,0.7894859352864717,0.3562197374721,0.317045147910729,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.617018705391206,0.6201965760113981,0.4765680747682398,0.795899248171495,0.7747196107384134,2.0,0.4040307920317796,0.7709661845791029,0.6178857083069651,0.6437149885706043,0.6656453476068237,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6708991184668118,0.5801579957919444,0.4450281151548609,0.8214864492593517,0.803151185246864,3.0,0.1550742371628989,0.8770474460859414,0.70375083747663,0.5326608797089523,0.4573210795604114,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.459237630158758,0.7124427572399076,0.5707617408114594,0.6791346549993977,0.6709908812140547,4.0,0.2617470443558595,0.9665932287342288,0.7948547838236156,0.5290134536522796,0.4649305175620964,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3739481484716932,0.7959461758842041,0.6273840101972804,0.633604571197679,0.6190540739037588,1.0,0.0471176089252907,0.961784103707861,0.7489780363283659,0.411962922784797,0.3978988861645504,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4568879137007436,0.7447511766186058,0.5925701745764003,0.6844781818426533,0.6630472468479728,3.0,0.5478316773957688,0.6449437393088283,0.507559444527877,0.7646129602667167,0.62636100110167,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2807080983228287,0.8743389509973745,0.6769022032966862,0.5465425508293411,0.5329213918917005,2.0,-0.0573641897700076,0.8997850942057575,0.7233847296237945,0.4061256185218059,0.3986867358780759,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4732085556556067,0.7199784492703362,0.5670968882294445,0.6905077868895009,0.7432717288475224,0.0,0.0011459613980364,1.041342895924103,0.806415921261436,0.3994380363243562,0.4335503644942028,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6284803237158891,0.6005838070302072,0.4714212902645012,0.8021791777656488,0.7871095469990044,2.0,0.3674548934428053,0.8420188862285427,0.6550727657267923,0.6101547071003701,0.5721477505271975,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5306564910113547,0.6934324936415671,0.5496625228052016,0.7407328842017569,0.7222643001278657,4.0,0.2414619334223874,0.8252576241367384,0.6626216362652024,0.4989853446099256,0.4530283970232205,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6193554159255972,0.6347604869913822,0.4936440616768675,0.7945157967947102,0.8035566720384163,3.0,0.1257737689585265,0.826318002811649,0.6578753621954667,0.4402120398335784,0.2888876734640826,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6838057131877817,0.5772320468988056,0.4411798327464562,0.839481459497425,0.823017682775379,1.0,0.2931772978604777,0.7485849420283703,0.606646432374653,0.5712783840322812,0.5014500751560097,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4601165904996651,0.7362867681313591,0.5787404018253475,0.6827750134123103,0.6743140108102063,0.0,0.3017934384059112,0.833519201303929,0.6034558761747258,0.5971316433952821,0.5389876953608356,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1887653549333028,0.9016952706359254,0.7379489683795284,0.4626423260572617,0.4499408132975226,0.0,-0.2073597142667702,1.1049055419707692,0.9355581525752418,-0.0054350603168544,-0.0260436614713832,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6181133791254176,0.6175036234949809,0.4827701715370277,0.7879663035294638,0.7899208680986343,4.0,0.5407907660920588,0.6866887812768324,0.545289977098766,0.7418118749613718,0.6572538964377652,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5756968459308172,0.6565129906760305,0.527215219302611,0.7590819639632798,0.747327944508475,1.0,0.3684050936763797,0.7758365880875628,0.6478318551967018,0.6533611608082345,0.5633727131864746,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1819057625288817,0.8731029681229312,0.6881776601927622,0.5040166880918853,0.4853300216059659,2.0,0.2309575438659005,0.998751906624274,0.8267580073758176,0.5424853424544442,0.4142911862632639,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2943804319166727,0.8390790272154564,0.6497637923971399,0.5475276789552002,0.5497115804365764,3.0,0.1038312361102253,0.9523248084609875,0.7962284769509967,0.3940078065439648,0.3646312125138289,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.636261721642905,0.6227364934737261,0.4852962013034076,0.8019246493976777,0.7954138643664431,3.0,0.2899431256112036,0.7309902267820328,0.5753153982915375,0.553362350195716,0.5572281589196193,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5594119093032959,0.6471101028815056,0.5052205126316517,0.757056534441477,0.7634047689309006,0.0,0.4589481895476359,0.7960883222581948,0.6559551144901076,0.7197259398128366,0.6451083426677734,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5050327220611577,0.6846254511255029,0.5555246375752734,0.7222366683514672,0.7051041722730754,1.0,0.3597089685407155,0.8890068941508996,0.6395624584900707,0.6243888510649628,0.6241313353589533,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5002973897205525,0.7058306193453049,0.5744452162377246,0.7155371234762004,0.7079527526602591,2.0,0.2327245794545455,0.8891514111352092,0.6873451461290059,0.482873176564423,0.4069595672776224,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.8268975231838416,0.4167312451376355,0.2782412615224912,0.9112421563279643,0.8974181837699485,4.0,0.1129911106245675,0.9454087159354854,0.7525664643237466,0.4245380245805538,0.377585649846756,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0751434971010902,1.0157292458159444,0.8110914333454975,0.320175041486996,0.311129731385439,3.0,0.1819173677725446,0.6638392788532997,0.5609482465292279,0.4372430306678927,0.4756431764144246,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3451291256689645,0.797728525091227,0.6557501359109754,0.5897775298745955,0.5610029190398752,1.0,0.109374544849959,1.0046642569103792,0.8379084386323628,0.354371127414383,0.2557452411899214,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1930539326463922,0.8941588394363823,0.6924069437732944,0.4739971673100632,0.4391382747953501,0.0,0.1525357090265059,0.9333326187129504,0.7302278316648383,0.523167570755346,0.5509656954135062,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3343052526760413,0.8181860496195138,0.652150047274379,0.585161276786967,0.5734761612303023,4.0,0.104001662006209,0.9150149891353228,0.7622883966721986,0.4135674474634906,0.3959507577290361,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0113148024581894,0.9946761782079772,0.8161330089631018,0.2961032883275609,0.3010462260114934,2.0,0.3394328355615221,0.8477436296161546,0.7064634572832208,0.5878891463820438,0.6363188716642577,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4796795457775795,0.7418048886065467,0.5879594407453166,0.6943279041209895,0.654558434202714,0.0,0.1018847936667762,0.8401066791589704,0.6219272740263687,0.4105107651806149,0.4655285620485883,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5111598652506598,0.7186767131086187,0.595723642652685,0.728147691367315,0.702394360634057,4.0,0.2181716145603438,0.7867250359582205,0.5922466667074907,0.5200340402746249,0.5245417307339055,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3512636241316295,0.8020907945945709,0.6432382512402225,0.5955690823099942,0.5299503666553834,3.0,0.3439695770714154,0.8317482558924594,0.6403861881557263,0.6092591471655164,0.6405865304767954,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4391409031348388,0.7449771703932205,0.6035748668769737,0.6673636712433342,0.6454263618129908,1.0,0.4171557466377207,0.7815165924700956,0.6286918219767117,0.6461651395531105,0.5807616581065097,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3993870079352292,0.7998797007516514,0.6304291601150067,0.6321046466941429,0.6012333748294627,2.0,0.3779798098967255,0.6785644504604639,0.5568000814789219,0.6217026929424276,0.6329959045618421,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0752143627459184,0.9747515797059152,0.7633091170834257,0.4188613960191069,0.4344543755513075,4.0,-0.2027715231082545,1.03087500785019,0.8553513070156699,0.3868304564445931,0.3548916633200322,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3457525819068365,0.8068745561055468,0.6279929753557428,0.5961451405430006,0.592515131632787,2.0,0.1898566004365088,0.916708183552058,0.667285436956506,0.5089633326336833,0.5689891501817381,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3252266690237706,0.8269565327292947,0.6841267481794604,0.5803059079959976,0.5467263390601573,0.0,0.2397916032243511,0.8557545842538381,0.7151201215543245,0.5003594044351528,0.4124760657492363,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1782241479296433,0.8825382509610629,0.6888545398588305,0.4826554706718329,0.4529432111043196,3.0,0.1013396496272555,1.0502768661106847,0.9002270244924645,0.4408541353324595,0.480166329984998,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2547513167752337,0.8809133976245671,0.7171509325891346,0.5528420026905989,0.4968414483554272,1.0,0.1113118762325652,0.8709616242163403,0.7136545541411953,0.3983537759815623,0.4050785463307525,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.377606594771193,0.7304959914983261,0.6079903850617346,0.6189588816684134,0.5782921326047669,0.0,0.2810893763404042,1.048720275260959,0.8031069194643121,0.5534998819465408,0.5710221089127128,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3306465691081909,0.7825954133568488,0.627609244941117,0.5852628069776858,0.5634980424319248,2.0,0.1213701611957182,1.040936253071921,0.901045350651992,0.6279036194905903,0.5080980551325653,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4329373772311802,0.7734887092186852,0.6155571832749751,0.6631227368155126,0.6412435415050335,3.0,0.2846293739943863,0.7543129395290917,0.5831087355864677,0.5665357918129493,0.5714598414607486,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.424962890190785,0.751636034385502,0.5805679568222591,0.6602594567203861,0.6476225449987317,1.0,0.2538588108210562,0.9003496774939082,0.7452619203768278,0.5052343630990148,0.4865131046292846,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3428381804383476,0.8399675785990852,0.6866016868492225,0.6169328451634102,0.6146586867353262,4.0,0.1185533625695793,0.7869755608907303,0.6433118670865109,0.4643900992708759,0.4759481265916574,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2149000783410444,0.9051647348678926,0.7308196469483438,0.5027977196757787,0.5143137856317893,4.0,0.0022328615403408,0.9177140097403396,0.7671567474540911,0.3420415739793749,0.2836662144924438,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.235029239402847,0.8805698444425026,0.700455727995216,0.4954922374783454,0.4978588441124519,0.0,-0.0287389182870272,0.9966310038354236,0.7823504166854055,0.2575665975542345,0.3574281853905561,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2021865273714875,0.9273700487110164,0.7406099657888537,0.4939234326645513,0.4566355139279826,1.0,0.126051600980744,0.7847041605902775,0.6128869246181688,0.483326527610193,0.4994255082159368,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3589942879467088,0.8123495565319843,0.645645182922289,0.6157722748553802,0.6195393681981174,2.0,-0.148733977837181,1.0094495790534552,0.8259628503573568,0.3604046370648412,0.3415782067164422,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1100154942901502,0.9224607172530158,0.7418736726123017,0.4196294201629769,0.3893116291676324,3.0,0.2680294779041441,0.9358632581101298,0.6810275224635475,0.5603375071259387,0.5622366917645669,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.43198625809606,0.7318066834010257,0.5901035188699697,0.6641522751291844,0.6422664387794932,0.0,0.447884489167913,0.8286474392077815,0.5784006462599102,0.7021965961028861,0.6940964063570743,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2161596718981034,0.8962911326094972,0.7301531788900301,0.5409794093140763,0.4982165861028552,4.0,0.1200091404794139,0.8700183201223006,0.7154133100258676,0.5558713550083003,0.5755254078361075,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4102897092047356,0.8041729468710643,0.6514363050151182,0.6467948189016743,0.6185165594342739,3.0,0.1381362331581173,0.7031946794234032,0.5372289119268718,0.4757867252261338,0.4261792736479828,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4915166516136723,0.7125984362719184,0.5847828289131066,0.7031840235762429,0.6795069800830824,2.0,0.2004801550580121,0.9051352147061704,0.6855739741576345,0.5534973265398488,0.4200273604099511,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4577042081158715,0.7475416860551886,0.5918063894494788,0.6796424081558703,0.688839418229131,1.0,0.2998207935182715,0.7762031989867361,0.6306817522801852,0.5962066455561753,0.4745020820708169,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0351160435002868,1.020184697981601,0.7992456328094779,0.3085225412979745,0.2991383554499618,4.0,-0.0189524333231776,0.9532259720433508,0.7365028232806609,0.4461407777111031,0.4178614524970767,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2038415269062005,0.8378402189099717,0.6600083985886016,0.4956134742649316,0.4892313155136994,3.0,-0.3068048004214669,1.310454954777624,1.0858057934359495,0.1106716576030932,0.0916999508950383,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.156409473131927,0.9443757585105954,0.759191777148804,0.4425145366389525,0.4286678937667793,2.0,-0.595091965820258,1.0202791281125851,0.8583063492022062,0.2659901958408447,0.2339552446462911,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.4099874998064521,1.1592257304661722,0.8983998902587147,0.1143366518656704,0.1522349341099325,1.0,-0.8576678928933719,1.4977836187911513,1.1674153023017078,-0.245563206640912,-0.1159927779817907,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1241938909983352,0.9533555827146104,0.7893753361082697,0.4049951164177752,0.3928725750640392,0.0,0.1179602996566966,0.8675580310570676,0.7092639128785384,0.5264523439284412,0.5486677252836781,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4369910337331492,0.745181087517005,0.5853181555828489,0.6619742401724731,0.610501343382844,3.0,0.174017606913413,0.9234254357040846,0.699916403921027,0.5334773464314476,0.4821360186677075,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4510622729814816,0.744096170309105,0.5686492451754485,0.675706610748511,0.6952462947849961,4.0,0.3509969242802671,0.7999116509651105,0.6699633925212056,0.6089191398224132,0.5492449146479312,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4278230265436503,0.7667560083788144,0.5977014884701024,0.6775272694738079,0.6918284615763737,0.0,0.2982858766639318,0.7731133161704369,0.6653085192881132,0.5968036890332155,0.5685984999157685,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4423552419732107,0.7452928448274168,0.6013954118784373,0.6738998955483065,0.6647057959334738,1.0,0.2389957067789363,0.8851580516833886,0.7027721911982486,0.5188046699931661,0.5009849012269834,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3747028086245266,0.7785943446569656,0.6248190469865675,0.6299082898463622,0.6235186654772721,2.0,0.4247682925424039,0.8091450198964625,0.6619886193777386,0.6793172245163732,0.6401838515023707,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.385103587172949,0.740857122707547,0.6023333987477538,0.6295159139922615,0.6105618210066432,2.0,0.1316911399357249,1.1228062368900489,0.9239829722203704,0.4259316389714526,0.4189100484702692,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3867792369597762,0.7967383886963626,0.5769394844383389,0.6301696178788181,0.6351299402108018,4.0,0.0067603789372489,0.9306724671635642,0.7755194999042309,0.4217786200967084,0.3425257188380205,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3339179351584128,0.8389732394513127,0.6755600991961244,0.5797813792503197,0.5615629039500292,3.0,0.2934734873454531,0.7386243472337447,0.5536347588739896,0.5919865652836713,0.596475881641977,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2855189559258422,0.8561537327993611,0.6966600257390506,0.540313849359181,0.5140952733715278,1.0,0.0518273471768945,0.9218708344810717,0.7058089014730955,0.434448101136009,0.4658568642471097,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3965636214333704,0.8044106000759162,0.6400107293624382,0.637808224239061,0.6267715091008962,0.0,-0.1419075933387914,0.911655556180869,0.7702083316602204,0.3523307921683631,0.3111524644969065,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4765855188315984,0.7578112133826141,0.6110056947732901,0.6954647377097765,0.6849923977200281,4.0,0.1484714976501083,0.7296726300829492,0.5628459377037851,0.4475472251032704,0.4152533099901521,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5034256863495675,0.7244304951898657,0.5778204050931064,0.7149637640893239,0.6957366082973603,2.0,0.2587507377023865,0.7653964157246994,0.5815396306389257,0.5275450585754357,0.4982490698183409,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7776180637906616,0.4860762283535024,0.3552889782112914,0.8907879768615309,0.8699433436244636,1.0,0.0919353261631616,0.8329655777787578,0.6348034888819645,0.4764731133167728,0.4338735049005565,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4685179220953056,0.7442105260477935,0.5992375786583145,0.686202561968235,0.6563233694842439,0.0,0.2013027054857935,0.7985155240800402,0.6443916826499136,0.5042940352153753,0.423045358186418,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5688430803614473,0.6347653670603276,0.5026367543424878,0.7643881782660906,0.7510874349421317,3.0,0.3932621927383721,0.8401160023069526,0.6000193984884965,0.6922494260633,0.6774264142685195,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3274847313455137,0.8192349181238343,0.6358437991761541,0.5801707993620657,0.5849261824379012,0.0,0.3394754059424846,0.8244188561748579,0.6919473369498,0.607973771060855,0.4601663411226442,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.372970767635771,0.7919470888777694,0.6335364852013525,0.620379171953426,0.622212511152801,4.0,0.0344403378275203,0.9889274332418692,0.8317788559512089,0.3366071717413285,0.308803414589258,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3601105290111677,0.8223874876084849,0.6712801393905244,0.6123042706129793,0.6168837414109527,3.0,-0.5667669423146457,1.0987378450227292,0.9036756993594924,0.0798906916396282,0.0999398026386931,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.406167861719925,0.802049588333816,0.625991098927213,0.6477498005748447,0.641215780940444,2.0,0.2489922353957723,0.7153796922931845,0.571718708214007,0.5722816512353295,0.6123543260246237,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0877614727503567,0.9546052964848132,0.7859532611401049,0.3866909352511196,0.3648865010624514,1.0,0.365372322230962,0.800795906717257,0.5829983597052726,0.6335830044293632,0.6447800432567466,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5654778110181775,0.6412846346478815,0.5031271238141246,0.7583628907304312,0.7302150859879272,0.0,0.4653365711098064,0.8134338416720038,0.6489947994131791,0.7071175739150108,0.6982928472541243,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3929796756978405,0.7990827224261616,0.6383502009007838,0.6380927494964659,0.6191757307348433,4.0,0.061252537287058,0.8709424292219063,0.7170547750121667,0.3839479098488942,0.3935000279457731,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4397144414325316,0.7579936760774846,0.6064900796754019,0.6633884139396427,0.6385097784768058,3.0,0.1010417947185688,0.904218834908076,0.6868319850218922,0.3792937186255171,0.3225912353682256,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.516348793298616,0.7117305910958279,0.5655902030870512,0.7362104758480605,0.718384728889632,2.0,0.2973362550651673,0.7412819054444757,0.6193507570969431,0.574066320321057,0.570693809501686,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4862824487495933,0.6874571440362064,0.562474065012746,0.7046994667389113,0.6797763937717886,1.0,0.2204947501430837,1.0177977036239392,0.842054493803727,0.470268905411263,0.4725004281301969,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1877004080814516,0.90503213584638,0.7262107121170341,0.4811009599178797,0.4520421914239293,4.0,0.1004668313019602,0.9107608151989192,0.7031062911686145,0.3817028267837621,0.2447751395119816,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2887248240160329,0.8222806115984264,0.6602203839165823,0.5560420910636099,0.5353225022924679,1.0,0.1075368137896618,1.0071303814785642,0.800663973532225,0.4901500674783477,0.4998632168120945,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2494340003890989,0.8250331891680512,0.6485407785781019,0.5425332302545031,0.4781243635504223,3.0,0.1817466403157522,1.0619906066309448,0.8978695442802028,0.4511357723497335,0.4649813991510381,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1544893991312823,0.8815939485523401,0.7138007163537013,0.472363608210094,0.4647183402497408,0.0,0.2363839603565806,0.9810132450617128,0.7807982035687097,0.5250329931472418,0.5493242881779147,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.255852870501932,0.8436434641058933,0.688575459331661,0.5593281591093102,0.5664795350253113,2.0,0.2596372196847679,0.9413787465519396,0.7233112326421235,0.5138188545709448,0.4861552048171856,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6116475906669268,0.6163255622975572,0.488683543050444,0.7845123779928806,0.7868814218345586,3.0,0.223866130724782,0.9268501475258408,0.7666549375182704,0.4869158583799401,0.4609913557281978,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3918578266145538,0.7597818451856224,0.6125596718973928,0.6264220346300656,0.6129834394676483,2.0,0.4416277669832595,0.8189254936027578,0.5965182378417568,0.7000496837531963,0.6999726496503358,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4870976581997086,0.7334754779620469,0.5874990985610268,0.7058388804799047,0.69045009937103,0.0,0.2781628122149753,0.7702595534782903,0.6388168058897319,0.5388578808232374,0.4134836478611722,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3450464299934977,0.8152309052039928,0.6610436672668951,0.5903133271187042,0.5555428687290003,4.0,0.359334979136963,0.7320006403746234,0.5119105334030954,0.6582250905717096,0.7187175148909449,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6008854523215323,0.6405711814880374,0.4968054641067208,0.7822504453873687,0.7666134903735096,1.0,0.4419161538488554,0.7083540746193248,0.6133461177976509,0.6648196687363498,0.653134916292811,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0120939987728933,0.9843637799309392,0.777253914072916,0.2853439378690924,0.2538820904678174,3.0,-0.7501178151579571,1.313807234335184,1.0508220395916388,0.1199417875898752,0.0751929103834712,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2667864160288777,0.850292673327086,0.7123911406931938,0.5238724376018313,0.4679275231935222,4.0,0.1273267780640948,0.9657434965938856,0.7808108836098719,0.4307308044509281,0.4309241129172566,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2490122840119031,0.8432222015108266,0.6668938735243561,0.5171092762512819,0.4850751114406362,2.0,0.3158606846401837,0.9026226654953208,0.6977614209526464,0.6176596385793437,0.6127161341131235,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.192840968606166,1.1099817490750434,0.92836983042878,0.0067956604187916,0.0074819789343216,1.0,0.0967743295653335,0.862798692571514,0.6800314758953295,0.341053517650615,0.3135602570466539,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2625923205013915,0.8812115214618659,0.6939980532983681,0.5456656844654331,0.4790346659435758,0.0,-0.0582781732137898,0.9211840135128632,0.6949491200949017,0.3436035962048014,0.3796235522840553,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4572087217298232,0.7452455621072955,0.5864563510944317,0.6830198050401555,0.6652802816191123,1.0,0.3350341692848817,0.7696368483508838,0.6108254805991525,0.5888731433449482,0.5266210741271757,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2052004207163738,0.8369428720846508,0.6914436305652965,0.493598051070946,0.4539496602615509,4.0,0.1949273601611323,1.0870841068029335,0.7877158941720662,0.5943302403406271,0.660210115575009,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5804162628324712,0.633792678798899,0.5052801749458561,0.7687354810453269,0.7484387816236452,3.0,0.2104224555542396,0.9480734783874633,0.6895819945084423,0.5088593203649489,0.4658058868585184,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4444176510266041,0.729175700197672,0.5672393030934519,0.6690941371919583,0.6759361490446368,2.0,0.2281444050049689,0.9477800860857544,0.7839424241216559,0.5557590724529303,0.4892464474732407,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6118009782618226,0.61675112848016,0.4833309584004538,0.787458079465851,0.7686396866327998,0.0,0.2963182504801045,0.8680729024868383,0.712290457110656,0.6433801638817104,0.5665663551031564,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2928736611864133,0.8421486562439982,0.6624795049041897,0.5541362998874528,0.5525811884724962,4.0,-0.2136070355108881,1.0690658627844665,0.8856130524685508,0.1097587992588659,0.0865568748901853,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0188169868350008,0.9767403540942432,0.7908034697755592,0.3474579330857053,0.3216220593083616,3.0,0.0326784775002965,1.019524981882494,0.8002570663627825,0.4570324140782175,0.504158462200243,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1586816215685691,0.9455770173628067,0.7514261416723201,0.4605766930936038,0.44441742739505,2.0,0.1732065309180933,0.7961191328068672,0.6400830277016288,0.4589863524629324,0.5167432729562725,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.07653173637952,0.9814068064548156,0.7740966959278304,0.4086772426636702,0.3563809384307478,1.0,0.0451629433943076,0.8987405384717827,0.7261048793792724,0.4189116324353782,0.268344736857821,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2034029120796828,0.9020500539321916,0.7318695640409147,0.49116087772106,0.4818984548654372,0.0,0.2355093535483622,0.8374428166290347,0.7197210286792955,0.5665968165969568,0.6182972241005802,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4108800246037967,0.7783574634953351,0.6368484323055713,0.6503832886483766,0.617755324325856,4.0,0.1492955484090182,0.8776071717218915,0.7019697928428649,0.4332467683695154,0.3378400817268088,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3589603778137606,0.8114133144194927,0.6357134440192928,0.6096243904412189,0.5824097830230873,2.0,0.2911703812253043,0.798668305052022,0.6593950441636537,0.5420169109543467,0.532534341080918,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3268671605386914,0.7969078274602286,0.6459664409501211,0.5928648889451058,0.5683698092511855,1.0,0.3976529687111636,0.8613556354587758,0.7112151480975903,0.6605238491993298,0.6467144508230032,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.306495208402518,0.8530830826947119,0.687058806790934,0.5566348919365107,0.5279680213558864,3.0,0.4011184304591445,0.6977099267618186,0.5870060719941791,0.6472034037670021,0.6273115220483642,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3344204557509858,0.8335928749057895,0.657703025000436,0.5838054115424314,0.567028720805389,0.0,0.2103933626358114,0.81539403676295,0.661227340070825,0.4825840481438231,0.5049808550147318,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1806520088071721,0.903344447017744,0.7400363066134515,0.4839276757445607,0.3946725728160019,4.0,-0.2481195455733245,1.128709635024609,0.905600594846826,0.2543932875304532,0.2319855559635815,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.5043244188678575,1.23518106274812,0.9826727073746068,0.2334886227073731,0.2307031337791673,1.0,-0.6653814529233313,1.2664640931602036,1.009772469048437,0.1768918228741631,0.2363755759393368,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.3528367122874767,1.183969249691078,0.9191511892890194,0.2224245834089963,0.2232198527712075,0.0,-0.200680868868164,1.0038806473128,0.8269677646536577,0.3227244314933489,0.329630647396312,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0800008168463668,1.0736744263959723,0.8410860077998081,0.3309469986219606,0.3428300580312787,2.0,-0.2731329654391863,0.952305174270985,0.78605111643672,0.322967990053002,0.3295933688336309,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2612959058961918,0.8486403292338364,0.6769348952986978,0.5269722495284915,0.5020417925956374,3.0,0.0119960286791339,1.04528503150838,0.8536175687062113,0.3255967577193005,0.2789298029014949,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3482585594477875,0.7899348563597958,0.619913319117063,0.5993999470095253,0.5713463058988951,4.0,0.4454939736109512,0.8127543935263193,0.6544630366877505,0.7488082712323428,0.7013185981936764,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3623199017784506,0.7374896291652111,0.5918440677283646,0.6109550243762888,0.5563686432110763,2.0,0.1260596360864873,1.0284105034497222,0.8063130485384089,0.5195784368801005,0.5821524328897423,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3004096777346444,0.8319697641402328,0.6697844307143968,0.55046031760832,0.5316143015539023,3.0,0.3671919576332703,0.7848689161475808,0.6305218001415855,0.6420503277909692,0.5034199733938965,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3618979482678451,0.8136636527169435,0.6421065797434224,0.6064239706082506,0.5652204989183739,0.0,0.1609585733181846,0.8472559861533553,0.7039182798486007,0.4950348811131306,0.4618836597026089,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3675602178183627,0.79611696613578,0.658426481191214,0.6149716234464354,0.5926933920091569,1.0,0.1488650443133565,0.9035600327492036,0.6964900834936846,0.4415942934288739,0.4174236645334891,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0921747944479038,0.9833824118087654,0.7623131810999536,0.4042326278721938,0.375029265103302,0.0,0.0186118103318094,0.8611055281661226,0.6496012488791818,0.3987470227433656,0.3731188231401068,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0387227233550436,0.9832183287263178,0.7793327973724958,0.3996427616397147,0.3997374571990856,4.0,-0.0043425479866141,0.985480759308038,0.8025051366341741,0.3771015708695933,0.37419285125393,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.089100542158057,0.936962733343745,0.7476455481485887,0.3698279868080661,0.3337730959794506,1.0,0.2452432246102835,0.9339343170152716,0.765477926354659,0.4963718189077302,0.4730276835539992,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2400939223137304,1.130810367621245,0.9062388632049808,0.0820353009837843,0.05627758618794,3.0,-0.0707609489398193,0.965533213683434,0.7815543775809437,0.1797329687008338,0.0714637492529189,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0149893051622893,0.9192681957358187,0.7212701955708591,0.3334637636191131,0.351701323817692,2.0,-0.1728885814324439,1.3258277277191262,1.0565297527062265,0.2169860022207905,0.2064777327935222,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3472353220956511,0.8006919482843067,0.6451132050117889,0.5934469675989411,0.5785009165720684,0.0,0.3658602707874148,0.8253123154934575,0.6921352234639621,0.6593249495163819,0.5953931179235127,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3378975821241488,0.7847524969838495,0.6409379272646718,0.5831956657101501,0.5505147426631481,4.0,0.3373666851260575,0.919137450397696,0.6821895280637239,0.6127113929213067,0.6131538666611595,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3710576048587141,0.7693074589601642,0.6045788000775623,0.6108405924854344,0.5987933985661442,2.0,0.331552667546336,0.916890027838364,0.7458141474974784,0.5776894293458501,0.5621408711451656,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3775584283861052,0.7818566410263692,0.6087624853617186,0.622698607133065,0.59653547316265,1.0,0.2983931244342485,0.8712637919520155,0.7459837301153884,0.553272032727944,0.557124100512576,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2602914959275597,0.8646061170186122,0.6816867169466886,0.5473623081265294,0.536357094575098,3.0,0.214190030358073,0.8577258177026554,0.7310862616488807,0.6167607948486044,0.5999890581831686,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1553962624224494,1.0540545963571983,0.8634019889111644,0.3533119289158727,0.336419071331038,3.0,0.0346893631125502,1.032106625461918,0.8730279404238651,0.3895502887773958,0.3723119065213324,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0674554413450353,0.9549998971294684,0.7638385569352608,0.4139366430991962,0.3813131253503823,0.0,-0.1438169614742448,1.1268236616395344,0.8827381717531303,0.239830613298943,0.2547603429568408,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3288837569725128,0.8219062955028762,0.657539674631961,0.5742680167461323,0.5348441761132964,4.0,-0.3077676565329372,1.13299930874557,0.9963214481504342,0.0693293040545588,0.0926898670465825,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.8610760466464848,1.3431448804866724,1.0899126701115012,0.0682159819885456,0.0473071605982756,2.0,-0.5222584651418611,1.2554452298380991,1.011863878181106,0.2194491725850983,0.1252189209366733,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.3562052875586243,1.147031559193176,0.9324079699407924,0.2054410476527529,0.1780096885513831,1.0,-0.7826062968724212,1.3915390855861554,1.088123958620586,0.0562355235615486,0.0262639528821485,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2726877911023382,0.8376865371041686,0.6753174675904311,0.5243808771782201,0.5192531708964712,1.0,0.3758365091013238,0.8362250655084401,0.7136242240353634,0.7838417977684586,0.7899316017298141,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3390082300305505,0.8251867531722878,0.6571304754467755,0.5887263175669246,0.578815846362568,0.0,0.2603515801701997,0.7997256603718577,0.7078247112976878,0.5336851156076762,0.4699025966634859,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.0371505086389449,1.0312614104178233,0.867765213700084,0.303925304680757,0.3646732355733365,2.0,0.0198282962581661,0.9485540177307948,0.7670980856293125,0.469109776448408,0.4859925614567569,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2497139003461216,0.8794840601607128,0.6962986496207002,0.5491045595591797,0.5516848766940983,3.0,0.1781443642993768,0.8575334627079143,0.7496662466149582,0.4537216626527225,0.4550380554601108,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3354660786356772,0.8494527846707284,0.6905046677899052,0.5850463796404741,0.5780280012542699,4.0,0.1743660342260231,0.706823459808467,0.5799982971894114,0.5576913268139305,0.5160337214572331,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0847083610450144,0.951091587965174,0.7622693100378111,0.438552808859121,0.3830340952272308,0.0,0.1965473513070148,0.9260214167617716,0.7352134635573939,0.4676825864924113,0.4362860432201884,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2574185234013836,0.894597055426684,0.7081234026110017,0.5165427885132696,0.4853132415185536,1.0,-0.1192618908821967,0.8817373205785763,0.6697486450797632,0.2693087665124179,0.2816654816274805,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1726901297219429,0.9101954028805718,0.7599316739107108,0.4718242531186603,0.4115673112586552,2.0,0.2815403121190637,0.8509071485413546,0.692257865228151,0.5618393726960674,0.5866258212111919,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.261744234978615,0.8391056007260715,0.6658318904622808,0.5342782381131845,0.530538581078992,4.0,0.0933648499419609,1.046222938703666,0.8799757341334695,0.4608036869841361,0.3535978159819004,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1021656868724208,0.9324206150615528,0.7500569517426676,0.4288231486300338,0.3180536310318428,3.0,0.2062511735532023,0.9070671364992418,0.7688868937994304,0.5036831443125663,0.4134610178828906,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4068598836581901,0.8088013605982901,0.6495671872659162,0.6403715299032801,0.6327156109346339,4.0,0.2881840679737573,0.6528288773661334,0.5185968565940858,0.5689840805376047,0.5466236215292374,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4424083264393046,0.707764135164255,0.5699418446615144,0.669764159590468,0.6604332047285928,3.0,0.453385139758929,0.8632132121054418,0.688754477124465,0.6937975326271685,0.7115731884798077,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.341006968808215,0.7804534689403233,0.6287872246952799,0.5878708079551946,0.5375155673717181,0.0,0.2888016349640926,0.9616081910418524,0.7410235796476665,0.5458038688959803,0.5653149531668187,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3466056049457253,0.8319823213476065,0.6769582126666973,0.5895235787042281,0.5604616414691347,2.0,0.2353625178833926,0.766682073986156,0.5842729897248118,0.5231761733268436,0.4353488430752088,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4348775065119853,0.7473026712594734,0.6022649181043946,0.6605149777938638,0.6393097871819576,1.0,0.312981701717042,0.8511498327526895,0.693591851560693,0.5700077360151155,0.5085357846355876,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1440079475991591,0.9363014945527492,0.7438791530472892,0.4853864138435475,0.4891232115910105,4.0,0.089561719967535,0.900393822039578,0.7192643427848816,0.4400798180145044,0.410943917985774,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.2498132437599933,1.074283958417266,0.851330477208286,0.223747298040223,0.2217287907374128,3.0,-0.0160659318081737,1.1104592969038722,0.8492636036872868,0.3610752493463912,0.3714770565378476,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0702931518519733,1.0049421410788884,0.8259293614115035,0.3903370738944627,0.3159170183264078,2.0,0.2847132239157008,0.9236455764269512,0.7839245522649664,0.553244127070349,0.5330196429710403,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0679572872435818,1.0440374184670616,0.8250706621036902,0.3325149604778439,0.3042977162967639,1.0,0.099020516011692,0.9085640850655434,0.7101502943666358,0.4181313781517248,0.3792744985706478,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1105154961270777,0.963330194574997,0.8057194787186461,0.4248891533155406,0.3766302262116791,0.0,-0.0013115482927128,0.9136744096478654,0.7387085475419696,0.3271895494609172,0.3031629710363809,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3540913976275301,0.7783290093400075,0.6274720171829322,0.6025929378808341,0.5599313902357888,4.0,0.3135376540119816,0.8800941695553789,0.7009647832418743,0.637266588028492,0.6303348691715649,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",-0.2777291218614788,1.116676395191359,0.922300521770081,-0.1792415760110287,-0.1173489087050294,2.0,-0.2314453479700224,1.1487055284986791,0.97367750795264,-0.2516504128200837,-0.1884438619294157,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2534848934410896,0.8843927351951884,0.7084217670675996,0.5069130639513462,0.4962675871302845,1.0,0.3649151027707413,0.721481953228198,0.5851021741565906,0.606435034721015,0.6238507042625265,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3008720491742794,0.8065628120003495,0.6362365475877539,0.5488876365291067,0.5306021862894733,0.0,0.3955999578231377,0.8549063150171775,0.7199092691823056,0.6980788950090173,0.7027796016633836,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5274519910665353,0.6880665322221701,0.5663492425695643,0.7299873094598218,0.7180859283422525,3.0,-0.1109545039877788,1.0578195991366877,0.8408703460191426,0.2475730286298594,0.2102670866427879,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0935998043491981,0.9508967096346116,0.7359290265727353,0.4241746216072963,0.4001665953597185,0.0,0.3017969405360337,0.8453689101706283,0.6821081175302204,0.592215100401704,0.634637491451266,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.160079585691947,0.9301665192765288,0.7395117626561748,0.4476490523709151,0.4420409983451472,1.0,0.0165377658973108,0.939839258321221,0.7885464656352997,0.4072979568970264,0.3780707999312142,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1198449958787177,0.955707134754924,0.7769420169235823,0.4293164446114529,0.3771858272200727,2.0,0.1390205481008911,0.8542649287043897,0.7122053800131144,0.4819508034279465,0.4340975002393999,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1310998750713088,1.015152392225012,0.8453869050199336,0.1629049727934319,0.1139106055692312,3.0,0.1230765301607161,1.0890699264573858,0.8427895256720092,0.3990940640845585,0.4228496414025914,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.110655603609575,0.9721926505147144,0.7872784311817838,0.43561460826298,0.4016905923513465,4.0,-0.5594645754934666,1.084619165390509,0.8472215217038204,-0.0925302204206693,0.0355638234378132,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3425447927485361,0.8322207126415219,0.6629912205485554,0.5889124555616172,0.5714076825498386,2.0,0.4197700565989843,0.6824765216913131,0.5469316621830589,0.6490544803106704,0.5903370540599694,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3150194966979981,0.7990160263573083,0.6291632592523253,0.5640319354890189,0.541491690043827,0.0,0.427847282093008,0.8221759155612343,0.666549771961413,0.733460761408921,0.7139104738973404,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3673215481020877,0.7907751371863655,0.6379602095987891,0.6115294864618552,0.594782624603758,1.0,0.4550862097608273,0.7596426207823729,0.6142217243345162,0.6986483472070659,0.5796443237132114,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4280873665204942,0.7544008552095843,0.597720206743711,0.6556625472123532,0.6348347837423854,4.0,0.3817682916545953,0.7789569122246173,0.6648841329624778,0.6204034006273829,0.4475815303666146,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5019106698948803,0.7241728103037456,0.5705947427006511,0.7104411489424345,0.6682784214807769,3.0,0.3067545420958005,0.7377399865699541,0.6050147474439519,0.5808383716598715,0.5406381705869947,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0112389257522355,1.0231924435170625,0.83625969897617,0.3541776166648174,0.3360126835826327,4.0,0.0735567472106153,0.812752847828558,0.6330264737104114,0.4774769015331273,0.5008754680899744,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0786067522219856,0.959113678926554,0.7861450991847299,0.4593797298144064,0.4121609911876173,0.0,-0.2729241176964443,1.1435264455378134,0.8724909342903842,0.2851076639203814,0.1389800840013693,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1115285725444048,0.919446681627112,0.7514980467418572,0.4202151362574002,0.3482646817695573,3.0,0.1642694025974836,1.0063443268242258,0.8343907391397578,0.4334688359556336,0.3669293083910168,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1597776976496807,1.0360876436688948,0.8627816385804832,0.2819956835741875,0.2520857226334917,2.0,-0.0108522202357321,1.154278570862742,0.9200970204880364,0.3511886101569292,0.3001422475106686,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1066095141593393,0.9716642211546332,0.7906210658534781,0.4513859841583388,0.4378502046406492,1.0,-0.1560160132477102,0.9501050474746052,0.7401224781023829,0.2574946094866803,0.2520107242377963,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",-0.2052496367146798,1.0794056945078163,0.8815626899607771,-0.1283221107876827,-0.0777016453454695,4.0,-0.3088310345954386,1.2289767136856866,1.1024724322871158,-0.4009509414961712,-0.3418691200159668,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1048827148206587,0.9450208001816996,0.7545135415684092,0.3534149357298921,0.3654678389927779,3.0,0.0034632603163253,1.0016772720526614,0.8475618865615444,0.1792306552821679,0.0080976090289174,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0935345317683832,0.9673356600053726,0.7993019513650373,0.4049399441552012,0.4275611264109357,0.0,-0.1875404662039639,1.0199889983703174,0.8864227366447449,0.3053469970963545,0.3197461294932006,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2518465417319515,0.8365071112128217,0.6971093384940903,0.5607226851768148,0.5650426308453268,1.0,0.0737395400632334,1.0822959099489324,0.9169101555723892,0.4283789283278909,0.3778312725681146,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3646880226692274,0.8162256319429354,0.6515151062259427,0.6071766978380049,0.5966606564599423,2.0,0.3557466242736132,0.7197003885955586,0.5860376002914027,0.6201255955677636,0.5825125848106806,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999737638696,0.0005075100394005,0.0003143475823483,0.999999917432854,0.9999488700275768,3.0,-0.0514777797631758,1.0250000467322191,0.7991731913025315,0.3088398891854521,0.3260763323800604,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997825640062,0.000491518839087,0.0003115731345282,0.9999999279144272,0.99996463697106,2.0,-0.176406280723246,0.7548165878314137,0.5921425927312751,0.5042295420062948,0.4941820915981557,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997144179472,0.0004977675644905,0.0003117734677083,0.9999999160557655,0.9999583535973752,1.0,0.5796595413444452,0.7410021778656162,0.5823552827943455,0.826374874377026,0.7985340284959943,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999733089724,0.0005451288394958,0.0003307470741805,0.9999999112146476,0.9999651164341502,0.0,0.2779154946753497,0.7027627100063052,0.5911524668518376,0.5610519522663975,0.5574523682817958,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996774704456,0.0005305274423563,0.0003233775800588,0.9999999013760192,0.9999565533180308,4.0,0.3280625313863505,0.9143937783826146,0.7238183444341024,0.5904788188684342,0.530056985036721,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996243803324,0.0005734652169215,0.0003334971012607,0.9999998919123878,0.999948071035641,1.0,0.1150812033971661,0.9528121316182104,0.783233387890984,0.4936279267919595,0.4734164898549938,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999769455226,0.0004733219280848,0.0002893820830753,0.9999999268602818,0.9999664654912412,2.0,0.3412751302525388,0.8155807900190869,0.6532856181263923,0.7375234067414218,0.7713727985852423,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996819242648,0.0005585128025544,0.0003376539498567,0.9999999035367236,0.9999685041330922,4.0,0.5202731663482293,0.7333866962114015,0.5900019956380129,0.7313083356551255,0.6722873900293255,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996604883284,0.0005533145791633,0.0003379371413936,0.9999998890044096,0.9999589270091708,0.0,0.5442697006117871,0.8030682353508691,0.6485635983316522,0.7666051458205433,0.7909165633244178,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999997424718708,0.0005069299410115,0.0003404489415032,0.9999999175827536,0.9999639187910272,3.0,0.2393507596322345,0.873662195949526,0.6884894379744163,0.5829069120645233,0.5385995052926351,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997560027558,0.0005118839776452,0.0002985776339145,0.9999999160922,0.9999651440422348,2.0,-0.4486266683973809,0.794746660567349,0.5614024405944639,0.4227767026110714,0.4747092104171114,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997715012594,0.0004717744226687,0.0002979867016827,0.9999999232153474,0.9999536619836568,0.0,0.1684647605962019,0.943481110277688,0.7580997855203194,0.4991677805556026,0.4654825964274727,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997168533492,0.0005217869555065,0.0003143880102369,0.9999999054232728,0.9999708620463524,4.0,0.3704350401134479,0.8440134044896827,0.6460500918825467,0.6213594121358545,0.6993079138392931,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997312775236,0.000505880173592,0.0003071091159078,0.9999999139886884,0.999961907491422,3.0,0.0725548705135249,0.979666219456982,0.7467680705425352,0.6383766198794949,0.6481894160761995,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997030847704,0.0005352629750382,0.000324735082226,0.9999999075909652,0.999968950673904,1.0,0.5254510256942151,0.7515707530667683,0.5734131191571552,0.750445859883682,0.7583444780536263,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997319144586,0.0005310956627938,0.0003139026014954,0.9999999071926432,0.9999599863953584,2.0,0.1475747985116448,0.721868473969284,0.5570939340396804,0.6385155854845221,0.5685784293307545,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997851157651,0.0004826881416666,0.0002967397586719,0.999999928592227,0.9999528006126404,0.0,-0.5353127884689404,0.8381294850819604,0.5814775450663133,0.2415413390321337,0.3070200199660861,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999996718126832,0.0005547498783142,0.0003387558773944,0.9999998900806788,0.9999649731767044,1.0,0.3724888917834716,0.8872473948707198,0.6720040997862815,0.6189294752357646,0.6273571657217862,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997264286348,0.0005287759365924,0.0003366071500895,0.9999999125622812,0.9999647166001936,4.0,-0.3037744919486467,0.9227269404307868,0.6938982253074646,0.3125511238821447,0.3813974282229799,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999996833550724,0.000533865841583,0.0003328125082331,0.99999990546884,0.9999553142524968,3.0,0.4150210453470669,0.7576111159105262,0.5978626792835738,0.7197750104823363,0.720693479797982,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997582528988,0.0005106258655547,0.0003197211857083,0.999999917563062,0.999958925709522,3.0,0.2416484571518271,0.6919799740044822,0.5631051595070783,0.5331753189799405,0.5284633744718843,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997232485734,0.0005529371044886,0.0003230493638052,0.9999999048248328,0.9999638392943306,2.0,-0.0439053401468225,0.735355923804769,0.5623233336415785,0.5639087363558637,0.5567365555030894,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997472895308,0.000506949550911,0.0002864577963545,0.9999999123920535,0.9999528006126404,1.0,0.4993130511607279,0.6849064048355823,0.5474546100334687,0.7354831591876722,0.7604045572324168,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997628666883,0.0004784857950216,0.000334056239379,0.9999999223175916,0.9999589928647412,4.0,0.4744666966486977,0.7763899862601776,0.6259760776162148,0.7510189994723268,0.7067873735436216,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996653615514,0.0005318716487382,0.0003208139737447,0.999999906069292,0.9999500036277542,0.0,0.3344153167147166,0.9188621609962524,0.7488273191870303,0.6425912141580722,0.5960329305320444,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997123793184,0.0005397414704876,0.0003323953946431,0.9999999036753544,0.9999609786553096,0.0,0.4639408909102455,0.7260112624275248,0.5718968650332669,0.6937122945698704,0.7026238669299913,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997765398284,0.0004805041542956,0.0002879584687096,0.9999999259769144,0.999948611218137,1.0,-0.3635191845078367,0.8449372931124678,0.6493296004717167,0.4228285896953813,0.4187853606366811,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997867054656,0.0004648630292399,0.0002999087807479,0.999999933183234,0.999962012190972,2.0,0.4248462902931625,0.7444316541877386,0.5768299236297608,0.6561407104460434,0.6541532491687166,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997880059353,0.0004840588258598,0.0003141616871862,0.9999999278668602,0.9999504300195496,3.0,0.3965060286289363,0.6827420192031193,0.5437749309539796,0.665354190136527,0.6511240192686223,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997077771374,0.0005428779452217,0.0003205796621613,0.9999998949653608,0.999959826670327,4.0,0.3674194348937566,0.7872444007717242,0.5679809159523732,0.6729588161713926,0.6218888185397311,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996832806284,0.0005407649083074,0.0003287986632316,0.999999904673146,0.999958911211542,3.0,0.0270769492637545,1.008241508105513,0.785148948205484,0.4564196982994924,0.4524924434479498,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996604878076,0.0005526012343117,0.0003420748410525,0.9999999024093804,0.9999599863953584,2.0,0.3162612128819656,0.8543654244559538,0.6786223128377173,0.6639118394261795,0.6231440387722508,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997467818476,0.0005189168690334,0.0003102766856169,0.999999914661838,0.9999691797181924,1.0,0.205871015887609,0.6881112843049326,0.5512186547120411,0.535989368597022,0.4937254659815081,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997359236306,0.0005113748303135,0.00033835540499,0.9999999111448568,0.9999595452226844,4.0,0.3044074411485633,0.8198773916453247,0.6350952729812036,0.5915488776494493,0.6277883358061408,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997535159246,0.0004940774957217,0.0003201363881429,0.99999992020447,0.9999592597156228,0.0,0.4503250954025896,0.771947205884464,0.623967219988505,0.693493073510825,0.7153106479309314,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999753570879,0.0004907480357296,0.0003128470897674,0.9999999225531366,0.9999573305266108,1.0,0.5096511587675714,0.7336664110469094,0.5602644854500181,0.722752540722316,0.6695571182822598,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999680625415,0.0005649029077961,0.0003401694263237,0.999999897650394,0.9999474858867956,4.0,0.2939659652884524,0.831225685917785,0.647936024842439,0.5445103900448192,0.5598292243617311,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997583919844,0.0004976128432735,0.0003164153856947,0.9999999197815772,0.9999573012842968,3.0,0.2096181146741218,0.783693757985369,0.6102796831363585,0.500321239446359,0.5857908313292646,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999996773683144,0.0005400867915548,0.0003320568329409,0.9999999036165153,0.9999632645197928,0.0,0.2206647201344296,0.9629402345521426,0.8072913532257079,0.5296400705289062,0.5425891181988743,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999753579583,0.000516660815608,0.0002962279631421,0.9999999130104074,0.999966493213191,2.0,-0.0666404686387647,0.7980362025772899,0.662550985446343,0.5056332720812159,0.5009616383596392,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997698743532,0.000489639894675,0.0003081055764229,0.999999920095801,0.9999556884900636,4.0,0.4244652554285745,0.6914611567878127,0.5462828487963289,0.6519311520327682,0.6552071613667327,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997439447258,0.0005006869106889,0.0003135010463739,0.9999999166180232,0.9999572786499856,0.0,0.5599347665935497,0.6939711751835114,0.5387174532963679,0.7606019783965356,0.7608442665027839,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997338818996,0.0005386594865642,0.0003250181319108,0.9999999115788624,0.9999600984570414,2.0,0.1435930408452044,0.8103618568473725,0.6693592795010271,0.5169376959459231,0.4671824795198054,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997620983828,0.0004938720326505,0.0003072847828032,0.9999999227311126,0.999964003851576,1.0,0.4483099937383421,0.7244712787484796,0.5211936664581298,0.7222544929944066,0.6895889462676986,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997491173164,0.000514044747976,0.0003107031399771,0.9999999132321836,0.9999664423899634,3.0,-0.2317078201483762,0.7867790738301257,0.5950072918381802,0.4624447023152266,0.4531037659291905,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996650758948,0.0005722583399222,0.0003555074639207,0.9999998898808248,0.9999516650298406,0.0,0.3888151272714137,0.7968891443070231,0.5939527964958777,0.626799420997463,0.5956312235361457,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997450631792,0.0005086458857316,0.0003168402424565,0.9999999161210876,0.999959759213752,2.0,0.2937201561113578,0.8144808066989917,0.6420695858670954,0.5742930519936881,0.6096130174212737,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997480297548,0.0005152510008663,0.000322240651959,0.9999999173131218,0.9999486611049192,3.0,0.0491707827129946,0.8008472645592476,0.6106534416892311,0.6123199963288941,0.5944259066300476,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999996795586537,0.0005269326954894,0.0003292235812625,0.9999999034457516,0.9999611300781788,1.0,0.4823642219579951,0.8222513105838204,0.6813549558682874,0.7256603236280401,0.6637536136013619,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997461857454,0.0005085555751443,0.0003193159784589,0.9999999223189224,0.9999562650338738,4.0,0.1626520583211614,0.7919132726276087,0.6138784125218024,0.5510294005538932,0.5526928116522476,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999997574781628,0.0004860522251961,0.0003235061764717,0.999999929212474,0.999958249450724,1.0,0.3813610370711322,0.7994160813267418,0.6423244625329971,0.6374743431959382,0.6386215772399445,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999996010897834,0.0005245238843369,0.0003394473791122,0.999999889271028,0.9999562650338738,3.0,-0.054458614588261,1.027683353270927,0.8207284092903138,0.637140183112485,0.6023736360754857,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999997635315648,0.0005163360899369,0.0003015423956371,0.999999913871878,0.9999550046120044,0.0,-0.1038084568864898,0.7864275314393459,0.5914932851719135,0.5339467320551565,0.53274462096771,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999997585746676,0.0005056605682953,0.0002965013588531,0.9999999208032648,0.9999634896028916,4.0,0.4234036750872639,0.656379137413731,0.5128787367484149,0.6531423978491675,0.6509246827095019,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99999976251858,0.0005055582867936,0.000318517320475,0.9999999183780506,0.999962012190972,2.0,-0.3707567889592875,0.7840512836453993,0.5924223553793772,0.426161892497978,0.357498081717492,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997752297416,0.0004909449109491,0.0003137149742181,0.9999999237670072,0.9999642515617484,3.0,0.1923064293810532,0.810782317617039,0.6345284912271321,0.7166902494084914,0.6297199798135192,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997593808015,0.0004943415208621,0.0003197951790708,0.9999999168084,0.9999698063074556,4.0,0.5906867009050647,0.6199693292974119,0.4797087420955782,0.7707716719685977,0.7838629337598259,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997212438196,0.0005520301001556,0.0003266341896618,0.9999999060582708,0.9999654113573492,0.0,0.0888968206615176,0.7760517842814709,0.6091881041867391,0.6101221744047649,0.5673855859202654,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997317030072,0.0005315134344789,0.0003129781405131,0.9999999081996908,0.9999608863856028,2.0,-0.2126260188366358,0.7681872596405991,0.6071604926813217,0.4250816528669096,0.4195469863649551,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997953326591,0.000451885979819,0.0002817127921364,0.9999999327002684,0.9999579343724726,1.0,0.4701751095349066,0.7291551928678816,0.5865599946099885,0.6869739987983261,0.6767362430676583,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997287694452,0.0005417074267476,0.0003384916846816,0.9999999047119056,0.9999657575290531,4.0,0.0276145499717216,0.7785536992620277,0.609456875107505,0.4515909346119786,0.380942314564947,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997234748216,0.0005357019975991,0.0003290530504324,0.9999999081563136,0.9999541643649824,3.0,-0.2398340370398619,0.8377480722748092,0.6530705216858121,0.3267272915689684,0.3388892471140018,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997180170505,0.0005407838298827,0.0003468256275149,0.9999999014720392,0.9999603292670676,0.0,0.2926398319733667,0.767659175791207,0.568262519793077,0.6327074468794383,0.5627176203052973,0.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.999999717672784,0.0005232426738026,0.0003255321016374,0.9999999080791656,0.9999599155437774,2.0,0.4327730058124257,0.7978519351322931,0.631881528714808,0.6641648185989664,0.6189833219206461,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999645249494,0.000596624460139,0.0003597014631543,0.9999998809076068,0.9999639187910272,0.0,0.204421345781542,0.8822462615690656,0.6984124545867627,0.6449518856156418,0.6083132466364838,0.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997900009724,0.0004738649066564,0.0002964018285274,0.9999999301287604,0.9999641092820972,2.0,-0.0948676533152519,0.7724886338846789,0.6510986524820328,0.4338401142319742,0.4450554504990198,2.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997730762656,0.0005015685176957,0.0002901794980554,0.9999999234306688,0.9999546767077404,1.0,0.0229799669119922,0.7695276524328957,0.6015950476697512,0.5236435568032867,0.4950352948451868,1.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997004623112,0.0005489561478141,0.0003465344408433,0.9999998985529462,0.9999575485872984,0.0,0.4048287108728499,0.7385030446265044,0.5479605911812693,0.6686971064404501,0.5929883303315039,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997127040712,0.0005504280055368,0.0003170978302923,0.9999999027998776,0.9999473956778838,3.0,0.0650958224236362,0.7698784093256407,0.5669865182388661,0.5524840731571597,0.4890869395225363,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997754054524,0.0004823819706991,0.0003073102003568,0.9999999267331504,0.9999605699611956,4.0,0.1895194443595499,0.7079433027914583,0.5461287308366675,0.5466595544877948,0.544330151938878,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997002504486,0.0005224034008805,0.0003228523669304,0.9999999053797396,0.9999572840544466,3.0,0.3166534554083958,0.9633767569805118,0.74288481411181,0.5856996193484504,0.5983476509475772,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997398223304,0.0005250096049716,0.0003249815532139,0.9999999082332698,0.9999654988010728,0.0,0.263534021899886,0.7502974612555237,0.5700976420703687,0.5452732406767753,0.6558327900946508,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999999715926581,0.0005118055479863,0.0003396751509084,0.999999905021932,0.9999646773294472,1.0,0.3025313255364742,0.964079492184198,0.7879090112134031,0.5516489292726741,0.4804377629713843,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999997895601752,0.0004629810098653,0.0003003110514058,0.999999938214812,0.9999597484855204,2.0,0.4422770944030956,0.7124425488237158,0.5809780735091159,0.6793696542621382,0.6698774441717139,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999742841072,0.0004966953141786,0.000326021553634,0.9999999172394624,0.999963034384171,1.0,0.3054099748410923,0.8793560511304035,0.6639376153443989,0.5982763077944104,0.5486677252836781,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999690624561,0.0005328566652214,0.0003339332264739,0.99999988969368,0.9999564625760724,0.0,0.4546191256926563,0.8405917881483187,0.6546428813432392,0.7223830305829949,0.6810024116067098,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999997525027636,0.0004882249555749,0.0003066995391597,0.9999999173832876,0.9999613914361956,2.0,0.4877404975687629,0.7684349763402656,0.5938306637186751,0.7135694146407766,0.6729780176544066,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999997611709074,0.0004850544038876,0.0003240954411494,0.9999999211004102,0.9999605699611956,3.0,0.4439986092657239,0.775331865168591,0.6078049947086134,0.6808763653282687,0.6221954838779152,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999723381362,0.0005251145550775,0.0003180356459184,0.999999911356387,0.9999613914361956,4.0,0.6508133015817764,0.6006102824341336,0.4652863548931322,0.8211620266039767,0.8068505191670049,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997157914048,0.0005229434834348,0.0003279361012694,0.9999999129010466,0.9999646773294472,1.0,0.4190574187541528,0.821387696032042,0.6502784255303833,0.6721383828135209,0.647699295164358,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997499132548,0.0005164680902939,0.0003119184908928,0.9999999202355244,0.9999564625760724,2.0,0.4199996327278436,0.6598032150532664,0.5446720390570792,0.6693492506837356,0.614248198031249,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997286086206,0.0005360929994596,0.0003392915137402,0.9999999060216308,0.9999622129105208,3.0,0.1472677235734003,0.8116039792569789,0.6642806565134148,0.4633215101532439,0.4526154546690265,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999997326712732,0.0005207568940684,0.0003204548978186,0.9999999097710164,0.9999597484855204,4.0,0.3375524748490925,0.7956669334581825,0.6599856431860672,0.592241644167101,0.5917049718074048,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.999999708463564,0.0005519437704635,0.0003213963570532,0.9999998965884264,0.9999589270091708,0.0,0.2382595026830247,0.7982698488356451,0.6723685675545742,0.5456227357418431,0.5303129819453826,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997462310144,0.0005097854802121,0.0003042597430093,0.9999999194400564,0.9999597484855204,0.0,0.3758470710974388,0.7318846441220453,0.6124204320029208,0.6458571060570568,0.6355825772879438,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997340115384,0.0005203854826452,0.00031187594711,0.999999915196677,0.9999605699611956,1.0,0.6034122847852972,0.6122491512976003,0.4773270526685212,0.7830451949024447,0.7270737622874788,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997214504204,0.0005498369221413,0.0003090631032918,0.999999906803103,0.999963034384171,2.0,0.2204884280412233,0.6999558115759358,0.5722853870140879,0.581242987286993,0.5562486354165043,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997098192824,0.0005412805237044,0.00033907066692,0.9999999078771228,0.999947426269414,4.0,0.4528869592600124,0.7320687500735736,0.5721069108812432,0.6762630424919105,0.6267987096978277,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997617268614,0.0004881326882222,0.0003034626508688,0.9999999215768802,0.999968784680828,3.0,0.246286378608024,0.869879846177147,0.6763666992438466,0.5612140659795661,0.5944733322233621,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997384582864,0.000510664823776,0.0003034919577759,0.999999916402521,0.9999712490835584,0.0,0.5205508641669105,0.7034350428419358,0.5386271055121172,0.7338784151734303,0.7064616741985292,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997035828072,0.0005369445875392,0.0003372924823265,0.99999989858903,0.9999622129105208,1.0,0.2982935461699469,0.8748502111239289,0.6780651155271028,0.5493411721871114,0.5424600601533762,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997232903368,0.0005351897712475,0.0003327400188941,0.9999999067418588,0.9999679632119016,2.0,0.401551606612795,0.7185795478405098,0.5572607754406176,0.6420217066847886,0.6527284152623517,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999773188586,0.0004804139282086,0.0002966761434233,0.9999999279436984,0.999958105532146,3.0,0.3588543479132292,0.7776650312087694,0.6701341871211404,0.6032717892490156,0.5045409782251887,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997081690308,0.0005282445085882,0.0003086849466546,0.999999905596426,0.9999589270091708,4.0,0.5629555797267498,0.7235427302872928,0.5721653627094468,0.7557271592908544,0.7799726507282589,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999996972907184,0.0005403738492262,0.000343624167628,0.999999899592402,0.9999622129105208,0.0,0.5598391016069482,0.7153805815207755,0.5535249927796816,0.7599827089344959,0.7122223438012912,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997474686648,0.0005007262627927,0.0003038821127507,0.9999999127818228,0.9999556410970232,2.0,0.3620553375175411,0.8122185228773453,0.6492979336412329,0.6275873530501694,0.62993762993763,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999697893482,0.000540727509379,0.0003238705071535,0.9999998996106998,0.999958105532146,3.0,0.4929378385076294,0.7585564053793742,0.5969750866137054,0.7376219362381417,0.7473045264122213,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997363896114,0.0004984780453008,0.0003123392842032,0.9999999143914,0.9999531766558264,4.0,0.6302795970133374,0.6711766478651353,0.5071612371269025,0.8028504714419334,0.8138097074062054,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997632709886,0.000501118281527,0.0003290471163663,0.9999999198359868,0.9999597484855204,1.0,0.3525422424226099,0.6940857465710117,0.5599272712908293,0.6036830835489767,0.5348582813916222,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999751833512,0.0004973746218891,0.000307164966286,0.9999999111852113,0.9999605699611956,0.0,0.4060818202086874,0.7807358511729301,0.6635191129383288,0.6473980544863034,0.5660501394224412,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997599665612,0.0005132568311457,0.0002961111842811,0.999999923925266,0.9999589270091708,1.0,0.4436415619790381,0.5827490467634742,0.4869323792583064,0.6977095417133891,0.6284338554840792,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999754199384,0.0005073576722997,0.0003177283491407,0.9999999194425386,0.9999622129105208,2.0,0.4915763598439223,0.6469339194101107,0.5136449726004351,0.7377569145850464,0.7174829098041904,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997393011322,0.0005130642589508,0.0003180877883713,0.9999999123304412,0.9999646773294472,4.0,0.4148371749217759,0.7461342599289957,0.5639196629273264,0.6730202072063401,0.6884097789959697,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997373623868,0.0005068792749847,0.0003186095225346,0.9999999120086736,0.9999646773294472,3.0,0.4359098112829438,0.7730904909917072,0.6251995303756314,0.6627285328062281,0.5343035343035343,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997070756677,0.0005468250804253,0.0003398931181276,0.9999999004078058,0.999958105532146,3.0,0.5377893115751593,0.6570826172658846,0.5254872793900338,0.7388852332080853,0.6820594199627376,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.99999976907568,0.0004814598922758,0.0003040614221003,0.9999999261106052,0.9999679632119016,4.0,0.3722587060924998,0.7944743694954004,0.6117494266911557,0.698310395294624,0.6837036390123724,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999678033067,0.0005744495634491,0.0003308239540496,0.9999998910293264,0.9999597484855204,0.0,0.4467993916598229,0.7107896386018905,0.5868727414231552,0.6769836756952198,0.6047835811377651,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997167277932,0.0005192016381788,0.0003149338511677,0.999999906241834,0.9999638558571466,2.0,0.4823705524216166,0.786102549770986,0.6528858058076155,0.7201519285676069,0.7171855348043931,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999734915391,0.0005239187113307,0.0003119591149416,0.999999910210418,0.9999745349444186,1.0,0.2437155469106289,0.8144085313049587,0.676420043016735,0.5968208079626006,0.5171036447592403,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997191282088,0.0005473495718742,0.0003283347711934,0.9999999030249508,0.999966320272024,3.0,0.3930923205119137,0.6711710858268958,0.5496512647678977,0.6628593167486567,0.6504679278150938,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999768094006,0.0004785644094177,0.000298201031499,0.9999999249534102,0.999963034384171,2.0,0.5740881361465537,0.6506876228981214,0.5091980250885612,0.7931271435076273,0.8028454280542313,2.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999997153432828,0.0005462916741832,0.0003176640380512,0.999999903400226,0.9999589270091708,4.0,0.5637138398748983,0.5970584698515276,0.4532014972912637,0.755899725953164,0.7691213480687166,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997609929092,0.0005070744744108,0.0003164631360536,0.999999917372924,0.9999679632119016,4.0,0.1094897546864741,0.7411438202663638,0.5608100511525808,0.480250970751274,0.4683156509258751,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999996846514648,0.0005523835521226,0.0003237136308248,0.9999999004013964,0.9999605699611956,0.0,0.5279991624259028,0.7364442569357568,0.6079958068069659,0.7291151790736271,0.7238397938411021,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997520162944,0.000493993671972,0.0003034045324697,0.9999999196714292,0.999966320272024,3.0,0.5295189205359646,0.7031503081113729,0.5563430109776949,0.7345210276747273,0.722079353094577,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999997602841648,0.0004653543645012,0.000295733925584,0.9999999203124088,0.9999613914361956,1.0,0.5571382520181729,0.7659741314819086,0.5655845275678134,0.7861589501554855,0.7352925355984856,1.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999701690947,0.0005421511177056,0.0003412183383842,0.9999999025545364,0.9999605699611956,3.0,0.5162929910258717,0.6907018906226492,0.5443509803320231,0.7493322950987853,0.7443234677661704,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997810609148,0.0004831232768656,0.0003010966870691,0.9999999282406066,0.999963034384171,4.0,0.4110306153118974,0.6616848106341963,0.5555566947083723,0.6825314871823726,0.6830816412098799,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999996982507712,0.0005701356208849,0.0003728157204467,0.999999899447865,0.9999712490835584,0.0,-0.0653315839261816,0.856433727613096,0.6478966512178119,0.4479139118325831,0.424209269219138,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999997369924448,0.0005079038605008,0.000332636600965,0.9999999116051768,0.999958105532146,2.0,0.3269562610280465,0.8590291738046696,0.6845855233543798,0.5827315447315843,0.5653315857882474,2.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999996735087509,0.0005668550306517,0.0003310243030647,0.9999998942711896,0.9999696061490796,4.0,0.533275403749562,0.707007669486095,0.5955577488949425,0.7396534977907715,0.6885909805503304,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997133819972,0.0005105182622226,0.0003397185926313,0.9999999065182644,0.9999638558571466,0.0,0.7010739398482888,0.643028106806738,0.5058027601242066,0.8643570634364778,0.8647584237082976,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999997430319948,0.0005020170663649,0.0003225770399167,0.9999999213484684,0.9999556410970232,1.0,0.5984388474783371,0.6613756742936947,0.5384792516106053,0.7855309486955458,0.7227663194054037,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997506321878,0.0004986814634983,0.0003082909831753,0.999999916347164,0.9999671417423004,2.0,0.367565739576927,0.8077788350985649,0.6515301898906105,0.6154990084096942,0.6301909513180499,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997197993584,0.0004974387458556,0.0003113257884979,0.9999999099793004,0.9999572840544466,1.0,0.3591416126827863,0.9605143243606988,0.7270213497312445,0.6007193935884507,0.6615233132191163,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999999734324282,0.0005190430006834,0.0003140850036175,0.9999999143968412,0.9999704276166566,4.0,0.4895174834357361,0.701176741397508,0.5463111625219647,0.7070196895680783,0.6512722385974278,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997568452776,0.0005132504993598,0.0003137102839234,0.9999999145517288,0.9999704276166566,3.0,0.4130385278981467,0.6196632578815454,0.4970309297662034,0.7108668119876537,0.7129959056397652,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999997169776256,0.0005497095325271,0.0003401048152477,0.9999999038924704,0.999972070549786,0.0,0.2046193386901356,0.7526762240631734,0.5935988795129876,0.5843773788607464,0.47463748929542,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997138104788,0.0005368166504499,0.0003449933250229,0.999999898388796,0.9999539981369002,0.0,0.2507574071419507,0.8603698758721923,0.7170112070911809,0.5470046146237512,0.5451958885786,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997229711932,0.0005321559796592,0.0003210135558982,0.999999911743826,0.999972070549786,2.0,0.4613879817884975,0.6964242469206579,0.5554023607153641,0.6907269404063867,0.5858729559570828,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997255632548,0.000538175067973,0.0003264110583763,0.9999999111932004,0.9999737134802158,3.0,0.4817046441635754,0.6390752468336298,0.5048351336780348,0.7044956142875992,0.6467819963416107,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997314475784,0.0005244117831951,0.0003077810770505,0.9999999066853617,0.9999589270091708,4.0,0.2775398840953326,0.8167076907343142,0.617770005903746,0.5670016748640196,0.5624555460626458,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999997601193008,0.0005003924672385,0.0003226600684128,0.99999992105412,0.9999531766558264,1.0,0.5413210026000721,0.6209242461592497,0.4249017617577001,0.7623426175715288,0.7472094594971259,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9364054967361276,0.2627811395032408,0.2065760000000012,0.9800578240081934,0.9743779514431156,2.0,0.065943549726766,0.7377508676072948,0.5980374468085089,0.5729951557981755,0.6197126152591658,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.940310398479334,0.2553087978916574,0.1971513235294132,0.9801886568827324,0.9770588481876176,0.0,0.0942790450679554,0.7574022192265372,0.58927107142857,0.499739072787467,0.5436398787898016,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9320482453262534,0.2501504277311562,0.1945650657894775,0.9801801966262432,0.9732610461488856,4.0,0.5152377322440092,0.7887432981078196,0.6557559999999996,0.7885650372505122,0.7665822343521334,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9205139779262388,0.2563311458750936,0.2033214093959738,0.975579415590412,0.9730045954755784,3.0,-0.0235155557959234,1.0649470131659893,0.8393251162790684,0.7259337777263235,0.7006720551577762,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9396736378100786,0.2538561551296772,0.1963670833333352,0.980622208401005,0.9796129584697544,1.0,-0.0165741226215694,0.7325833901039875,0.5676106250000008,0.5093300915955545,0.5336952114311829,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9436772041120896,0.2438669488177438,0.1918039189189196,0.9817128703345898,0.9825072866388358,4.0,-0.1878711941633239,0.7315870437197735,0.546025227272728,0.4438243841944098,0.4131392646792555,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9295652884003576,0.2626069089132409,0.2027138620689678,0.9785413336372588,0.9716291128355616,3.0,0.4203178147303752,0.7917208927810073,0.6726729787234027,0.6846845327204887,0.683859032899751,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9392933774677256,0.2649087754016145,0.1991115217391308,0.9798662813352528,0.9753625529081444,2.0,0.1062284467035972,0.7221035644110788,0.5796453703703709,0.5535517260931302,0.4803187200169085,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9314253680540332,0.2547610753420949,0.2013497297297321,0.9781464042770516,0.9727211903692012,1.0,0.4441986911711105,0.7804561014618899,0.6190363636363642,0.7026280499822364,0.6662673107487486,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9165029163261714,0.2707715810728072,0.2062200000000023,0.9751714622605148,0.962833832951562,0.0,0.3751654231675787,0.7898961292491435,0.6577366666666676,0.7552891784574243,0.7436326230971246,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9155093749864563,0.2732358460405361,0.2134297972972988,0.9773733180844256,0.9718058549492624,1.0,0.4185939496523942,0.8222825906280645,0.630456363636364,0.7458026819136384,0.7571891814728337,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9342751724125874,0.2636332398247953,0.2125071551724158,0.9803762775813368,0.977548652037087,4.0,0.3868247024132979,0.7500862886107453,0.5573664473684218,0.647938070342268,0.6487428765200101,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.939619274341822,0.2501581433891503,0.1945671093750013,0.9806114812260888,0.9823255744396852,0.0,-0.1550464412441723,0.7908814635206873,0.6069003124999987,0.5108656633273069,0.5148659999551717,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9505858221954088,0.2340164532086164,0.1777606382978721,0.9819365452715652,0.982655854679326,2.0,-0.2892245136358302,0.7981143099132098,0.6313735294117674,0.3848024347572801,0.3703418792611953,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9417561020892892,0.2497500111503521,0.1958935200000016,0.9820970944856496,0.9828209430310269,3.0,0.192850303408804,0.7272521502141088,0.5610916417910438,0.5363792345084107,0.5595434124362887,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9390497191281248,0.2532816171536172,0.1953731325301196,0.9817224303145078,0.9772015048176916,1.0,0.3087616873568533,0.6634457090883111,0.5239192307692305,0.5920203973218771,0.5747991193599811,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9464607921574114,0.2406617025856584,0.1827505714285698,0.9817069495464524,0.9789748431614812,2.0,-0.0480593127469559,0.8205189132869165,0.63423153846154,0.6244615241503527,0.583546791744565,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9212441256276832,0.2746776143273919,0.2198709090909083,0.977365398447186,0.9711263418941772,3.0,0.5066983025734042,0.749349590337365,0.588780408163266,0.7270259165224368,0.7467918485020592,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9403766246745776,0.2535038897720847,0.1969059154929567,0.9804897230575806,0.9815381237435143,4.0,-0.1141101433752864,0.7245749458047817,0.5539364000000013,0.452263660303331,0.398434316317569,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9291786839136164,0.2590568397427478,0.2042428749999993,0.9783205479232544,0.971895311450679,0.0,0.5187945918562131,0.7867683292192814,0.6503568749999995,0.8000055569862848,0.7676230925517619,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9196295645415123,0.2756750499512506,0.2251923437499991,0.9782818361783546,0.971488333189552,4.0,0.4068137008669822,0.8153902521070819,0.6309659375000002,0.6974683171249265,0.7056116508161847,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.943479712240936,0.2460268365589394,0.1935852799999987,0.9816448726697812,0.9836812016934776,0.0,0.2162633507380079,0.7166268038276132,0.5491408955223883,0.5455324352908435,0.5754682187105551,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9208866860909414,0.2806429508077749,0.2163360317460308,0.9783181915705936,0.9691176566184816,3.0,0.3463076435366883,0.789480011967985,0.6173757575757578,0.6018875885491817,0.6266740458338357,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9287126422980444,0.2635610533165251,0.2059739240506318,0.9802467235899442,0.975485864022747,2.0,0.5547303466850017,0.7119763904710844,0.5549294117647053,0.7990385698437084,0.7895179181113605,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.919386084886678,0.2820344888281383,0.2258096183206103,0.9773334874676204,0.97085927492497,1.0,0.4573868452217174,0.7517257291474694,0.5773570491803275,0.6961423139443178,0.7159951946047926,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9254249182695586,0.2528044284453071,0.1921497402597403,0.9770157407863,0.9689827858829384,4.0,0.0868006420631041,0.8617691670291412,0.730002105263155,0.7209787867106308,0.6795425955348307,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.934958444235372,0.2591517615699067,0.2089762393162396,0.982213175254799,0.9794927425710536,2.0,0.41424898381298,0.7463020033275192,0.5540448000000008,0.6712337363444764,0.6656992905698087,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.929124116885763,0.2607158801201705,0.1990356962025312,0.9789755029665218,0.9744088265241586,3.0,0.5855736930160208,0.7092078180452261,0.5907482352941176,0.7879957437846198,0.7819974225484765,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9417184288794626,0.2525287944681856,0.1965970370370365,0.9800179787143012,0.9815780204892796,1.0,-0.119720874803628,0.738661016177959,0.565464210526317,0.4881388653621482,0.4708532564128112,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9001314962554027,0.248575234673576,0.1977200000000005,0.9721309254290948,0.9687582560491386,0.0,-0.2024382772084267,1.1104533323441763,0.8729041269841264,0.609430738351799,0.4757389924915053,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9222960181598514,0.2883097815525666,0.2254902777777775,0.974328168914412,0.9677613192830344,0.0,0.4253034129558107,0.6617289856252834,0.5132583333333334,0.6593781030141864,0.6844548317140176,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9196900947654308,0.2767333452531513,0.2177881944444441,0.9756644440203148,0.9720350552170216,1.0,0.4506949439302578,0.7906917584463617,0.6053312499999999,0.7052946531315916,0.7076864660096938,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9213618350210931,0.2597329125820952,0.1974817567567567,0.973401551561903,0.9638179121002736,2.0,0.32484232154313,0.8304981244847741,0.6873477272727274,0.7145200098226306,0.6400028206746621,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.934441753592882,0.2666676386011698,0.2057418300653593,0.9791749317479582,0.971081483714396,4.0,0.4068835204294988,0.6310138455955887,0.4983435897435896,0.6586611344936015,0.6186547910144751,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9337065509506066,0.2600119888983216,0.2001119205298013,0.979533524922482,0.9750818051076636,3.0,-0.0055932559342979,0.7745777401976877,0.6341853658536588,0.5624258095709163,0.5922634695242873,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9241929202979644,0.2843187632944585,0.2259670967741935,0.974320342547996,0.9699064941203734,2.0,0.433153888264045,0.6139866269782334,0.4502621621621623,0.6686463296832909,0.7315309368383773,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.927292059654794,0.2724260448855299,0.2080544217687074,0.977669462349164,0.9733484846512906,1.0,0.2830674473670901,0.7255137845386231,0.5957244444444445,0.6796273953701134,0.6885850859349383,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9202844921275076,0.2706219384337563,0.2102698630136984,0.9746762004224664,0.9721436258587708,4.0,0.3862360768175211,0.8665086036603395,0.6868195652173913,0.6788878189139749,0.7114839041532267,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9458727071558696,0.234685600235898,0.1867179640718561,0.981949187432885,0.9807358953801596,3.0,-0.2892167491616322,0.7693223808001428,0.562152,0.4948006666505442,0.4966339772576366,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9143629233844414,0.2694368827317884,0.2086552447552444,0.9747062976732964,0.9684942997486248,0.0,0.1940801219936954,0.9093223199903612,0.7130938775510203,0.6438548116211614,0.5433717754593201,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9302107151988394,0.2568972133583635,0.1933156462585034,0.977481058866596,0.969927603919588,1.0,0.4030402494942843,0.8270466083870031,0.6834355555555556,0.660941572811157,0.6214756258234517,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9272808835832616,0.2779316526889903,0.2110216783216781,0.9759397877049408,0.9714596452516172,0.0,0.350837034900492,0.6823808280497012,0.556569387755102,0.654137777060632,0.6544202119838383,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9381378279509446,0.2593469107808668,0.1956197368421052,0.9785397987048696,0.9695514746859392,2.0,0.141664383451581,0.7599673535751388,0.6344399999999999,0.5874534091361753,0.5916404805974005,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9213001738550336,0.2731508563460501,0.2164322580645158,0.9773752319986966,0.9748830770308108,4.0,0.5379823345770155,0.7504897301996442,0.536881081081081,0.7602374346899509,0.8448817512322605,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9379160657305748,0.2525994782151336,0.1954809523809522,0.9797035813912544,0.9791036607467768,3.0,0.3569937196599604,0.7091705052775077,0.5523444444444443,0.6276125695680924,0.6633503631416093,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9403121804768289,0.2537815963946719,0.1944821568627469,0.981333226787392,0.9757572313833528,4.0,0.1644842129367605,0.7536464508385463,0.6152656410256407,0.624983470606622,0.6307637871978242,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9327201875624485,0.2591760543517696,0.2010011688311699,0.9802768707652624,0.9773002286265882,0.0,0.1820408809616256,0.7682051492191655,0.6411476315789465,0.6040305616695425,0.6066874850881818,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9354665645469304,0.2616344692077875,0.2077163354037274,0.9821911667020514,0.9772048889734118,2.0,0.5232012128070905,0.5621852039371068,0.4392364516129036,0.7357902897469232,0.7012096774193549,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9469555226613364,0.2464778546062089,0.1879107518797016,0.982520060380445,0.977974288603666,3.0,0.2233769703496437,0.7100509398591875,0.5446944067796611,0.6058028766764877,0.598348799726623,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.925039314426438,0.2663223781713449,0.2076592258064549,0.9790123625343758,0.9775795456166648,1.0,0.5153602038775622,0.7771877794416985,0.606923783783786,0.7512627479207539,0.7906342675597258,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9259636209670918,0.2748080337381772,0.2166111267605645,0.9796355950231084,0.973889007643586,3.0,0.4334415966728283,0.7242972133288963,0.5452192000000016,0.7253910496169192,0.7551873416619879,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.922842035420356,0.2633860960944869,0.2061745695364247,0.9774683773163456,0.9738906904030546,0.0,0.5295739550994434,0.7592716835118556,0.6105236585365852,0.7976678038815113,0.8254355400696866,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9450141742318564,0.242207671770954,0.1905212418300649,0.981316105578114,0.9815089704680936,1.0,-0.2825859032801072,0.7460877992792372,0.5673515384615395,0.4176318701208362,0.4065394590573683,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.917646551312668,0.2649785563257913,0.2093391666666682,0.9755054714345992,0.971642159064325,4.0,0.5495312084050704,0.7647721744483239,0.5955081250000004,0.8333281755787425,0.8627578922206754,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.932078178027964,0.2610443143382867,0.2017942384105989,0.979465976803394,0.9722628405250716,2.0,0.4866096548812587,0.6699521107803352,0.521617804878049,0.7212073928669512,0.7133086642747866,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9355282180927992,0.2529507780840658,0.2043768992248079,0.982116691248972,0.9803114782386536,2.0,0.4540115023986704,0.7465997027986606,0.541611111111112,0.6960583388125314,0.6649064495967301,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9223737793876308,0.2573732462472583,0.1986698757763992,0.9777025346007266,0.9708940702174864,1.0,0.1699293822083311,0.8271007556714356,0.7007264516129043,0.7925608918846367,0.7285008606434615,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9280489068026988,0.2670765776115483,0.2087569565217414,0.9791925727171024,0.9749156361184688,0.0,0.5952576176626863,0.6501150023054234,0.5182016129032255,0.8192376134178873,0.823351498894108,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9215211876150934,0.2559586170702593,0.1971003597122334,0.9765456179470904,0.9704429711448878,4.0,0.4362371208964142,0.8330046170193011,0.6862164150943398,0.7517756946150063,0.6780098401207082,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9345525274169406,0.2606614185401932,0.2012856643356645,0.9813597822291982,0.976621256213833,3.0,0.2987420893860086,0.7241551391498529,0.5982924489795912,0.5751394192817673,0.6101132800419843,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9187625106809902,0.2799928912107798,0.2278001428571429,0.979613788999474,0.9751582681636592,1.0,0.544909260401764,0.7105577212248901,0.5421919230769234,0.7782796621296864,0.8052596796991112,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9370496503790356,0.2585922004210876,0.2000813793103432,0.980565408374217,0.9756130214753186,0.0,0.4238938305008779,0.673202397784633,0.5428497872340428,0.673625744225166,0.6708879128708445,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9465969372585584,0.2287085331814272,0.1796142647058829,0.9819493606041356,0.9804866887774096,2.0,0.3938138052426826,0.7965471474342961,0.6184449999999997,0.6438489940691878,0.540886954038187,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9332538368009932,0.2550407315189905,0.1980179141104289,0.9801227501726888,0.9764188103252628,4.0,0.610095864336317,0.6441893606054359,0.5186862068965503,0.8467323606420262,0.8294124955140397,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9346536630939698,0.256271673504035,0.1980268531468524,0.9814297865589048,0.975280332469425,3.0,0.4654468021141011,0.727767969695208,0.57241387755102,0.6875185514947036,0.706605782708838,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9488582326102752,0.2341987882643491,0.1839151020408155,0.9819540698505872,0.9817388437476696,3.0,0.1140487690810356,0.8067441583219983,0.6192946666666679,0.4639663285720342,0.4454985692274902,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9324716952561388,0.2616957805818785,0.1996446153846146,0.9799559617604342,0.9775489131293842,4.0,0.1790096745775453,0.7146698759411776,0.5860188888888892,0.5715896159110831,0.58784914890372,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9270493759462936,0.2615658361560719,0.2005140880503137,0.9789063085921892,0.9740214961797224,1.0,0.5637324794566566,0.7504422166356917,0.6296509090909086,0.7964919099677343,0.779077540106952,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9230950142842234,0.261216924994628,0.2056916788321159,0.9769416569514926,0.972246142882382,2.0,0.211804178464353,0.9209312905058264,0.7120974545454543,0.7306341664440461,0.7276532087674225,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9301631482916954,0.2509665937162517,0.1917029487179483,0.9781094390223466,0.9738439941241496,0.0,0.4938590012289751,0.8075154066504087,0.6724411111111096,0.8506679653527844,0.8619602308858603,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9042797775980692,0.2631602848669421,0.2074640625000008,0.9740471033614462,0.9695813908033964,4.0,0.1602212685559295,0.9682221341103752,0.7455184374999997,0.6740458415974397,0.6345891895253077,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9377828673885342,0.2386234074162242,0.1866149606299218,0.9787159966358652,0.9766184927897106,0.0,0.3991304756099959,0.817033709949502,0.6380729230769231,0.6490272355652827,0.5576038393373898,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.950283475288092,0.2324105290567488,0.1827115068493141,0.9833246406254323,0.9820685224371776,3.0,-0.2198186543992211,0.7631116237513021,0.5930334782608706,0.5222890054456576,0.513200107479032,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9320259669164735,0.2620832604194793,0.2038619736842094,0.9789042394950764,0.9739277383129904,2.0,0.6320599367522894,0.5891068932715002,0.4693959999999986,0.83776392699824,0.8273047377511527,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9225032586686804,0.2638052718231121,0.2032909722222212,0.978766319825042,0.9698414763269312,1.0,0.32847630780039,0.7658153099311855,0.6155320833333321,0.7702995018917926,0.6957253381726476,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9239392261237144,0.2606375681716778,0.2033776978417264,0.9785521046698846,0.9725601658594708,3.0,0.5440995635786523,0.7062620420746621,0.5682301886792454,0.8380116659309814,0.8111115597448324,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9383746300556264,0.2465134145871748,0.1902733766233762,0.9823101941320578,0.9754313566870992,4.0,0.5131035747896395,0.7077349048381857,0.5686131578947368,0.7497580923688268,0.7335303173710069,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9276147998127804,0.2721679122456214,0.2113152046783626,0.977979779874346,0.9731038087216982,2.0,0.2277606745695619,0.6414023148725061,0.5426,0.6075645551713175,0.6012987012987013,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9239221130193376,0.2673798867941806,0.2123020689655169,0.9750638761114434,0.9698942749838008,1.0,0.4118723986870689,0.8316389296814463,0.623131914893617,0.6999610376146501,0.7098005215681062,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9409462755379634,0.2535625515576926,0.1964993006993004,0.9793474342914388,0.9795291043893024,0.0,0.0011560986707082,0.7112016677742663,0.5199183673469387,0.5701854438593906,0.5059829100999407,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.920333323078961,0.2561618376169292,0.1964076923076921,0.973340420292033,0.9648458283644008,2.0,-0.1931748712557666,0.9536257993981588,0.8133194444444444,0.6953475342189835,0.5449514137032601,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9313205955826058,0.2658533656807745,0.209463503649635,0.9794990219659984,0.9741560682903938,1.0,0.4665170266810233,0.7059771797754063,0.5457945454545455,0.6921230531407488,0.7176101351700316,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.940284720455766,0.2548748428630716,0.1948594405594402,0.9811927087120862,0.9732106774143184,4.0,0.2527337036149873,0.7535271618684157,0.5922775510204082,0.5872588337831143,0.5702987490234707,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9301924137774056,0.2587841570315995,0.2029520833333332,0.9792531376151894,0.9737255936325648,0.0,0.4536149286839044,0.7628399335159812,0.6254666666666666,0.6953614262668131,0.7198263017482626,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9361301349376158,0.2572254326580224,0.2025404580152669,0.9806240583063324,0.9773824992429536,3.0,0.3597064058714043,0.77370481228785,0.6256180327868853,0.6247748022238764,0.6188914779703539,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9347854165251476,0.2604054326758345,0.2018658227848099,0.9799160266848272,0.9765286934519066,1.0,0.313637609131874,0.7097142689346265,0.5714352941176468,0.6278831125624621,0.6423714588233325,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.943026760887014,0.251588925299452,0.1946306666666665,0.9792617130945692,0.9783475056832244,0.0,-0.0365974072570396,0.7362446044753386,0.5256619047619047,0.412731750775849,0.340208276754893,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9321907017095444,0.2645707049479714,0.2022886904761903,0.978302533704073,0.9755307106535724,2.0,0.287642479190685,0.6085380534526987,0.4325916666666665,0.6558584177331132,0.6599999999999999,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.932304788387062,0.2642588745956277,0.2066057324840764,0.9786361203030356,0.9723915140517412,4.0,0.41138724565761,0.676090317719671,0.5465200000000002,0.6691136207941883,0.704020177799137,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9287787880253928,0.2667091780654267,0.2055573426573423,0.9775484665113472,0.9690558128568312,3.0,0.3622246617622114,0.7356602594587658,0.5702510204081632,0.6246361222524565,0.529788491087106,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9287090998289392,0.2698943816690027,0.2114568181818178,0.9790535250040078,0.9743312977460376,3.0,0.5139366513784094,0.6649518193903405,0.5187863157894713,0.783343644702168,0.7724462450693028,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9377766326036198,0.2503134758981928,0.1929499350649373,0.9807895511816808,0.9751760615610818,2.0,0.4946803289685798,0.7061790035968585,0.5959868421052625,0.7356557597241968,0.7395896132484318,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9437712448607696,0.2417404396960002,0.1858763636363633,0.9803940361580192,0.9771220252125652,4.0,0.3503476257301831,0.7411389114911678,0.5901826315789457,0.5980391106482922,0.5603283249233457,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9363461508331132,0.2480745548662312,0.1926277272727291,0.981908705381848,0.974064211250897,1.0,0.4864696948593359,0.7695750928511399,0.6279678947368412,0.7341560174873629,0.6932209891647589,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.939746853993616,0.2464679362803335,0.1885528571428572,0.9802256314237304,0.9765434401131244,0.0,0.3382769652537279,0.8017635232952675,0.6442018421052635,0.588892758850194,0.4941730050620443,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9229625540437744,0.2659483962931723,0.2113848051948071,0.9787106326169924,0.973209291528112,1.0,0.4038908961520647,0.8511778540475867,0.6594226315789481,0.7131651757457965,0.7277701876445799,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9335813373665364,0.2554531622697925,0.199907597402598,0.9801495910419682,0.9795009388226168,4.0,0.4200204339095104,0.7948438348356974,0.5844365789473691,0.6538658320971868,0.7087208666156034,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9364752455164138,0.2509575159355599,0.1939559090909114,0.9818720494041556,0.9792182495350904,3.0,0.5010829656628062,0.7197557644364324,0.5628465789473678,0.7250234494481931,0.731848772775676,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9254594313825196,0.2583412584474934,0.2037765584415598,0.9782106830245374,0.9736806445021308,2.0,0.538868311485436,0.8160116937339358,0.6405357894736836,0.7991457748354677,0.7949882377714244,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9406513686536286,0.25015286408333,0.192975194805199,0.981420508979896,0.9776501395989728,0.0,0.2496016683964744,0.7610897949564432,0.6179907894736836,0.5554448333311014,0.5608448271708802,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9299478525390348,0.2651681659949835,0.2018229870129888,0.9785266395756872,0.9745070102732768,3.0,0.4691925516010136,0.710688625063563,0.5624273684210538,0.6908483911931631,0.6874213502656694,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9321807309308048,0.2634772355269252,0.2049343506493535,0.9789501764839104,0.9747682409328222,4.0,0.4405816141305814,0.7188522751745917,0.5797455263157913,0.6731365604568326,0.644635334991254,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.92589230346775,0.269076392306636,0.2131427922077946,0.9799348261949,0.9734203011529858,0.0,0.5221093934258728,0.7285093554270525,0.584340789473685,0.7573220608654283,0.7774798939251164,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.939963035371321,0.2434157096222647,0.1849632467532485,0.9822998672456664,0.9810017562225322,1.0,0.384063600980756,0.8060278432698936,0.6861321052631587,0.6338390513670202,0.5960054799868244,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9338302823793772,0.2632654089445747,0.2067993506493513,0.9802060273675888,0.9752382899894704,2.0,0.5421845192669528,0.6140954846357363,0.4818028947368429,0.7522528166081851,0.7367441959734303,2.0
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random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9219012816463408,0.252510029637501,0.2032925974025964,0.9768779802106664,0.9753679617760592,1.0,0.4865050314362249,0.9054940440851512,0.7153168421052624,0.8346846693947582,0.8357408673373683,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9423450844900534,0.2488204969842321,0.1956254545454535,0.98026667943773,0.977701947364514,4.0,0.303114988111673,0.7089395293119524,0.5257594736842102,0.5982539809722275,0.6514862030905018,4.0
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random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.922712808267182,0.2706807993660697,0.2186946753246748,0.9800001396894512,0.975734659742774,0.0,0.6468232838159256,0.6558469477906529,0.4839631578947364,0.8659598542240001,0.8982049521034453,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9356351654337566,0.2647122010444893,0.2054870129870123,0.980312615389265,0.9745598353935552,3.0,0.4009716769687593,0.6263230665349037,0.4962005263157905,0.6780178575724618,0.709101907440804,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9354229843628245,0.2625976617931314,0.1994379220779207,0.979768946322189,0.9741917312692708,0.0,0.3971176884936163,0.6704937170002735,0.541208947368421,0.6584515476519345,0.6078345552029762,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9354845204732878,0.2545982698036501,0.1978501298701284,0.9789264585005129,0.9771161435345438,2.0,0.4647350220241228,0.7164427406804292,0.5723873684210528,0.6881296143408691,0.6231122821289741,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9380070268685016,0.2490414534471418,0.1966549350649348,0.9806313082011048,0.977893954443642,1.0,0.5654528685315807,0.6652695959415335,0.5127757894736851,0.7551388898541155,0.7453083121075254,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9334278261350866,0.2579515595570638,0.2034370129870119,0.9799477194327524,0.9767860244139996,4.0,0.5584768498427394,0.662597344236659,0.5142063157894731,0.76980581872421,0.7520245175255198,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9302764702992788,0.2663510069072741,0.2081224675324668,0.9796737569962708,0.9787015573120748,3.0,0.5550746555532096,0.6382337662478749,0.470737894736842,0.7451004838589025,0.6750930222082264,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9326488065682218,0.2556382824002919,0.194946753246753,0.9776497804545892,0.9732477471629648,2.0,0.4580595586417767,0.7856205463802083,0.6387236842105262,0.6854286911385323,0.6657912055624655,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.927269330484752,0.2697599068387707,0.2119097402597402,0.9752922962117394,0.9708375784484776,4.0,0.4536375306949509,0.7422233487796542,0.5777368421052632,0.68800108332529,0.6727591274226115,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.928521313412876,0.2614743827933107,0.1959662337662336,0.9785720789108864,0.9775185930434132,0.0,0.4521918286714094,0.806883194442469,0.6919052631578942,0.6999709585024098,0.6570740781267097,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9374739594677636,0.257365568111491,0.203535714285714,0.9782973726834832,0.9746722731720704,1.0,0.4363922781771254,0.6584492061695141,0.5022763157894738,0.6684761111815751,0.6910702602115334,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9294577567269102,0.270304101952722,0.2032441558441559,0.977127540623688,0.9744826170290084,3.0,0.5440857633986438,0.6319689757541816,0.4769105263157896,0.737782993258553,0.6815868764887885,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9344131671555868,0.2680609238514704,0.2110071428571427,0.9811064840203358,0.974510588898192,0.0,0.5209429442897467,0.5468609579851362,0.4115105263157894,0.7271419403546184,0.7497264216483317,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9273639075546068,0.2636946152841768,0.2083753246753244,0.9787577304253526,0.9727072146146905,1.0,0.5217324560724887,0.7341720608958092,0.5920605263157893,0.7770382228049415,0.7782884704076684,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9325244461139776,0.2565022299338524,0.1982071428571427,0.978369126455262,0.9732239462620116,4.0,0.446859996776047,0.7770642256528567,0.5745552631578946,0.690901203681984,0.6636388598310876,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9343372575995256,0.2587294551728231,0.200744805194805,0.9790016341819668,0.9732389084766272,2.0,0.3613054596767149,0.7198588509306235,0.5951263157894736,0.6783321318076261,0.7163885185445744,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9305302394449688,0.2734566237357124,0.2055844155844155,0.977253565221726,0.9734132350501472,3.0,0.4142055708819894,0.6238680891274846,0.5083368421052632,0.6478194233253709,0.5908046543403106,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.93611716906291,0.2623600954324505,0.2056642857142855,0.9807325270756558,0.9783542676537592,3.0,0.3617786865575144,0.6694502573793388,0.5446236842105263,0.6347428120660757,0.5927871945223874,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.936753775236012,0.2588879750710016,0.2053974025974025,0.9799402387322612,0.9768188072403842,0.0,0.1211917986197229,0.7623153969805961,0.6110552631578945,0.606491249707916,0.5430072258384211,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9250187203215696,0.2746396109615122,0.2125954545454544,0.9772001817511852,0.97531698961388,1.0,0.5965295642258299,0.6104291538271294,0.4638605263157893,0.796733031266229,0.8071346513148006,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9218433948610832,0.2831043786676199,0.2225805194805192,0.9761109840390116,0.9721412848038506,4.0,0.5601562747085838,0.635278899589116,0.493913157894737,0.7753638266069237,0.711276468756264,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.931990544974695,0.2572753296757,0.2040383116883116,0.9785317704446328,0.975052677642365,2.0,0.4877628899791384,0.7544362623491585,0.5855131578947368,0.7467388067323648,0.6540818599025076,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9385950319437644,0.2458529256697803,0.1951939610389625,0.9820129203182216,0.975224983846996,4.0,0.475641216665507,0.7517890394812982,0.5851936842105276,0.7157804464011263,0.6583871320713426,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.93268295640515,0.2640334944255613,0.2078087662337684,0.97988147701592,0.9733808702720008,3.0,0.4606235010919284,0.6807860737103073,0.546069473684211,0.6812691801100699,0.7136134864353776,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9253356356373232,0.2749465108310771,0.2146840259740289,0.9785450327287664,0.9743888851883036,1.0,0.6381210837905877,0.5855655509689587,0.4599018421052639,0.8138185918725612,0.8419324847093378,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.935708497706944,0.2546012432382108,0.1941797402597403,0.9801578784066912,0.9780600014822044,0.0,0.4791557957686526,0.7125968562662367,0.5656486842105244,0.7035270415663991,0.6272299592092054,0.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9414805163500078,0.251283201427158,0.1952696103896126,0.9827350782284804,0.9785710302684374,3.0,0.3226482082463433,0.6479141972737957,0.5024850000000003,0.631687401121291,0.6309569413613259,3.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9372435953922296,0.2577224255092887,0.2004577922077943,0.9810219776372542,0.9721282783822948,2.0,0.3295697985334845,0.6927456854031915,0.5183376315789485,0.5825698694281461,0.6371197236661199,2.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9317069111140496,0.2547063522782827,0.1969044155844146,0.9800952717696148,0.9759628306419162,1.0,0.5541244192658727,0.7307663162015187,0.6071194736842112,0.790236907323089,0.7711252604885172,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9367431733947366,0.2476300393575211,0.1963320779220771,0.9808566225249342,0.9779342612715572,3.0,0.4685063803626826,0.7800937173253785,0.605992631578948,0.7360297154124148,0.7622435123224811,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9270608443729468,0.2719188287161974,0.2110138961038943,0.9783704801287654,0.9713238456005656,4.0,0.5434104276277862,0.6513646928847474,0.5212863157894729,0.7515765389707768,0.7279492273835504,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9358545828359612,0.2472599395977233,0.1910948051948044,0.9818726206370688,0.9790187163869262,2.0,0.4771902412709917,0.7949585831184447,0.6612868421052631,0.7064897418751436,0.7314804683225736,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9386153136612018,0.2471742625455449,0.1945357142857124,0.9816141388555208,0.9790038265542518,0.0,0.4846189566469925,0.7220390106970818,0.5670736842105262,0.6986975961049642,0.6448541892893329,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9309965795731048,0.2556483645582313,0.2041103896103891,0.980887572416383,0.9787622769916589,4.0,0.592342271632793,0.7093667468873023,0.5364310526315794,0.8062592567380127,0.7850733249022235,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.933150723046583,0.2666630490571711,0.2081536363636361,0.980109296454809,0.9758438158877768,3.0,0.5104829284368575,0.6075422351443652,0.4500415789473685,0.7238017116741076,0.789516880319453,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.939369920463136,0.2541187019035443,0.1991463636363629,0.9810701556964456,0.97553474201767,2.0,0.5475274675489805,0.5826796857441896,0.4523773684210526,0.7562726071318044,0.7273424210001698,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9251632376273288,0.2716087561371862,0.2134005194805192,0.9784057732794952,0.9746624154680208,1.0,0.6590824411062711,0.6039827209797523,0.4713873684210525,0.8373397218461982,0.8391157035869793,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9328089514818628,0.2636224162768331,0.2045992207792189,0.9815685015400244,0.976713773083832,0.0,0.6225580682955554,0.5745293496785914,0.4596621052631575,0.795032826904899,0.8065470882166036,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9379340683852968,0.2584721529375179,0.1970288311688312,0.979494115293144,0.9739641614311588,4.0,0.1756376392925208,0.7642185300650185,0.6460815789473691,0.5492157217377792,0.4807397708803272,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.92875025527328,0.2733893371836468,0.2082746753246745,0.9796535598507324,0.9734664344424472,0.0,0.6498329687197928,0.5365610218791522,0.428852105263158,0.8335063799900673,0.7723292885744466,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.934141149672398,0.2593818125977472,0.2007610389610373,0.9818653321921432,0.9758245057252,2.0,0.5907487798516996,0.6169075955799292,0.4834415789473679,0.7753183524406639,0.733420884233998,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9355341497770908,0.2651595477561264,0.2086670129870124,0.980439253308377,0.9775550326407598,3.0,0.5235634130494723,0.5428358710949095,0.4192031578947365,0.7364482321577697,0.7316005570532356,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9341661464072698,0.2511990700568025,0.1998681818181808,0.9813665416496308,0.9752851343172724,1.0,0.5202225574919986,0.7552460106690922,0.5554094736842107,0.7493098644093414,0.7466214378959984,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9240389968225,0.2790622137729219,0.2113941558441556,0.9746965795573828,0.9721109588284472,0.0,0.5639278069722224,0.6316000560397961,0.4977868421052629,0.7662852531363404,0.7824041156318905,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.931428610077024,0.2635053519750224,0.1980714285714284,0.9764741167934364,0.9739633185992068,1.0,0.3598284029758554,0.7879669005204402,0.6355736842105264,0.6094407771297861,0.6038190083995484,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9294390587132968,0.263698138004448,0.2003240259740259,0.9788916685861548,0.9755519729390244,4.0,0.5985423705012427,0.6576839994692698,0.5349157894736841,0.8058068721230941,0.7956448006656608,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9304378480204728,0.2685329222361296,0.2052370129870127,0.9787592144634588,0.9751758986393072,3.0,0.4148844419101409,0.6755411271519182,0.5320499999999998,0.6840377024673896,0.6726854931940296,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.932782635757416,0.2556786552300753,0.1957084415584415,0.9773424569224514,0.9759095335908508,2.0,0.4205382336473331,0.8067034123680871,0.6486078947368419,0.6514638051736641,0.6734883811676308,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9269611395157676,0.2693227996097068,0.2067480519480517,0.9769518283381098,0.9736670033955258,4.0,0.5368826447938169,0.6878353603114167,0.5575657894736843,0.7360726459987746,0.737757838823805,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9337721397321485,0.2524657257180419,0.2010759740259739,0.9789165231638712,0.9750829699678474,2.0,0.5653651647804655,0.6974315738932082,0.5054868421052632,0.7806687717262721,0.7563604541605072,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.921164670845645,0.282289420883704,0.2189363636363633,0.9790731887663956,0.9725280873370706,1.0,0.7250766317646267,0.5182907855837808,0.4024684210526315,0.8670080497305559,0.8611764821917592,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.933686646912496,0.2635584752386647,0.2070688311688311,0.979366680595323,0.973417276944444,0.0,0.415222535679188,0.6841671994783914,0.5390947368421052,0.6531976098389847,0.6259575436912068,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9263159277428754,0.2723064035284467,0.2150454545454544,0.9770607272896004,0.9705953151962456,3.0,0.5001761464117351,0.7000513471769129,0.55275,0.7178990444194002,0.68516087081305,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9349078906004006,0.2536467189851821,0.1936090909090908,0.9763974520760794,0.9728166272845232,4.0,0.4068204354265676,0.7929960141268382,0.6406105263157894,0.6383414762262087,0.5431166589754299,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.93048689654759,0.2657094431551466,0.2069389610389607,0.978578240551886,0.9743740566053736,0.0,0.5796057005148849,0.6295769954166801,0.5006631578947366,0.7789738058759957,0.7846355923541877,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9451712748264476,0.2351561560480028,0.1840694805194803,0.98159137968829,0.9793875754123016,1.0,0.3047299748176685,0.8142183815750768,0.6425552631578949,0.5751401826197976,0.566378474770134,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.928864968683782,0.2684223299351084,0.1973707792207792,0.975504739435899,0.9713197146845698,2.0,0.4368321832562293,0.722683566372768,0.600628947368421,0.6923693052258296,0.6439435386803808,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9352329011181464,0.2553517057635674,0.2066454545454544,0.9805075525432893,0.9753269283088266,3.0,0.5788253442110843,0.6445574171067837,0.4977763157894735,0.8013378228077597,0.7880943273819405,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7900337722278006,0.4618794840385402,0.3672194615524836,0.8891356871403145,0.8992906021851574,0.0,0.5374552313965228,0.6692476342839968,0.5326961852015385,0.7475172944265274,0.7435798827003862,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.8239206859035461,0.4453145998101743,0.3453545060850298,0.907966581241548,0.9171128923484426,1.0,-0.2911471424174705,0.816866097072046,0.6644688969741533,0.5052410508819142,0.5002168338222496,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7705861145170911,0.4660582952090783,0.379395869173641,0.8781307645425908,0.8810008076415126,2.0,0.4803748305362673,0.759248275358564,0.5959525249256982,0.7067285308723914,0.7516989136592455,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.8148844301325249,0.4290137428394587,0.3480981294749473,0.903156510228442,0.8995202381675361,4.0,0.3142766753315423,0.837040613990829,0.6539661477725672,0.6135615330121944,0.6494724869338179,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.8061836169958065,0.4484106937270647,0.3607212094635334,0.8982177406946766,0.9011716953033164,3.0,0.3390666472439129,0.7377877945110678,0.5843100501015357,0.63400019666571,0.6481589613769351,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.731809062320996,0.4727226486918169,0.3841379310344828,0.8570005635998312,0.861485604407427,0.0,0.3006740551546936,0.8781791788768201,0.7418085106382979,0.6138839208042525,0.6129937009712029,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6518385633813091,0.5348844814076253,0.425281690140845,0.8247295524223651,0.8306610307973199,2.0,0.4631581622487954,0.711431655185514,0.5378000000000001,0.740218658846509,0.714722431056094,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.8296203336475563,0.4331495701779569,0.3443507751937985,0.9122417666698012,0.9082757695285965,3.0,-0.2636537906179841,0.9262329366185292,0.781170634920635,0.4931422968905128,0.5367136024647686,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7798909113284963,0.4625790301651716,0.3808061594202899,0.8838597919512645,0.8657851327302989,4.0,0.2592635266531158,0.8830644244774998,0.7168981481481482,0.6164955849701312,0.6208626052033274,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.780554401133519,0.4389659813840931,0.3618229166666667,0.8840326231706566,0.8783015052779343,1.0,-0.249328601283018,1.1169295982426806,0.8811458333333334,0.7123231621204325,0.7211576432909773,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.8187748733046178,0.4438034546650757,0.354974760053286,0.9052332272768888,0.9018428263249034,0.0,0.3664312256526396,0.7036576351073409,0.5736121694447932,0.6444917147937835,0.706695982152884,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7383167140030902,0.4765963749647782,0.3953508438902358,0.859727167825837,0.8483652103120083,4.0,0.5737929846539058,0.7142627338522407,0.5651036293115381,0.7771945926966756,0.7859985753756566,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7978598882095287,0.4348756042819731,0.3404898085175885,0.8935122408082747,0.8998002788343396,2.0,0.4045719625785043,0.8479223503119457,0.6997495730929323,0.6652691519330929,0.7146833930931945,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7811017686239066,0.4793974904181005,0.4000091283573685,0.8840704898615234,0.8806815986237904,1.0,0.0637706968335866,0.7351893014297255,0.5618886407767553,0.5975713727850447,0.6026515689002007,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7982447597482134,0.4456936255068016,0.3577226508329397,0.893824057104213,0.8956359839413093,3.0,0.4617255426484319,0.7445516281947367,0.5793682281973539,0.7211555063212582,0.7234496476206893,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7787316015966081,0.4606382191414684,0.3670955882352941,0.8833430252389896,0.88608216225805,3.0,0.5493723457760364,0.695506042485562,0.5683705357142858,0.7612273927084137,0.7814225654725566,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7662660340110532,0.4853301835113268,0.3942228618421052,0.8756024704418676,0.8799299742698947,4.0,0.3622024740580545,0.7875069320131411,0.6155000000000002,0.6456818412265577,0.6873739221668657,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.8220872328853918,0.4293197910552378,0.3395095847800926,0.9066903715276564,0.9077683645235134,2.0,0.2318409683950155,0.8224981827248726,0.6608869586074562,0.6152403366921417,0.6189002221322718,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7972119675017746,0.4572882363825848,0.3668348070786231,0.8928672731720961,0.8950852824220129,0.0,-0.213919557940277,0.7876628261438106,0.6620379148633676,0.4415832662926022,0.4002463505937932,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-0.807275925692768,1.4113951738187402,1.1596532846715328,0.5531424975416226,0.5361474114977134,1.0,-8.196620541217461,2.495564218177015,1.8620681818181817,0.1870630381328367,0.1945481772977903,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7750160281634101,0.4750415681094179,0.3821410160632462,0.8806488055880444,0.8823110466053685,3.0,0.5454197934703842,0.676808355698615,0.5556031211531861,0.7523234459764971,0.7764281070785162,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7576091129658946,0.5065319630224029,0.4149985395696894,0.8706585580180322,0.8748684617053125,1.0,0.6052685394339545,0.5509382600094261,0.4466702492217661,0.7872118042079158,0.7689025057446109,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7798549445973908,0.4750406149548664,0.3748690126801591,0.8833759635118914,0.8809065159220404,4.0,0.4576825501678748,0.6978136095516175,0.5989325866476056,0.7367184525170667,0.7468811600860991,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7704086408449698,0.4841387504744522,0.3908726257173971,0.878060927542251,0.8859014867502059,2.0,0.5386821017179337,0.6372788577855525,0.5401664998868365,0.7783637323586983,0.78662510469579,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7781323495247396,0.4810867495417729,0.3950958478448145,0.8824656301521285,0.8825453107659064,0.0,0.5326980822579288,0.6268552335046559,0.5206788694893706,0.7855045150566433,0.7880280196014652,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7463340668970087,0.4982334458448585,0.406672077922078,0.866235197264985,0.8602370548059223,1.0,0.3991077131871642,0.8140400384566636,0.7018421052631578,0.6540132371723881,0.6886602574238115,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7751542727947116,0.4639598729386414,0.3655560064935065,0.8808040921932478,0.8764523224017602,2.0,0.4129062489751585,0.8264994534954573,0.718141447368421,0.7330236854913492,0.6931370402802101,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7373725476247812,0.5115498795042173,0.4141558441558441,0.8608329585090825,0.8621934006083145,3.0,0.4683616284341488,0.7409767513577141,0.5757236842105262,0.7343570831894887,0.7547367246968165,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7692830531080458,0.4861446569027217,0.3914610389610389,0.8798701527254453,0.8782973472761696,0.0,0.2352501124056382,0.8396226537307666,0.7158552631578946,0.6701034036418125,0.7052061949702629,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7458338686718656,0.4955480759594158,0.3962652191558442,0.8641661943209743,0.8786122515597561,4.0,0.5666206456037366,0.7072405274656314,0.6255180921052631,0.7593092374223371,0.6890287288017332,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.769436855637989,0.468543964071997,0.3842936634401289,0.8775553124267748,0.872040430408098,0.0,0.3307062553144878,0.8150255652144798,0.6887752267489264,0.6269710720010168,0.471135437264649,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7695090297307144,0.4897064941385772,0.396721989394003,0.8774654082951328,0.8801169790225615,1.0,0.5100287685007965,0.6434716946468374,0.5106026218047903,0.7702007393449999,0.7419566689206963,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7619427954283382,0.4750301688717334,0.3940756136265873,0.8731799048973016,0.8795145397745655,4.0,0.5839147464970675,0.7155576542356762,0.5439677237363866,0.7858888656010573,0.7502325338142994,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7773600891953005,0.4749559909505618,0.3843429905317783,0.8819783754334996,0.8863742602601338,2.0,0.3835094214400736,0.7722462939541156,0.622243886660558,0.6374834703964518,0.5714442286930178,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.7700624229085067,0.4771920202957635,0.3812999000651658,0.8778738007456345,0.8738650307214061,3.0,0.5302524492226602,0.6996298254227367,0.5962614081155932,0.7690421930304584,0.7838030201369145,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7876425394539343,0.4751880041421935,0.3921732954545455,0.887513984409418,0.8907734090619761,3.0,0.422791153482851,0.6523648978214106,0.5306085526315789,0.7680515463328894,0.7655942265146299,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7705959374536706,0.4744324036604976,0.3972817636465097,0.8779665452489027,0.873500453945237,1.0,0.4660903422913094,0.7129584054691345,0.5619698293585527,0.7128935943360939,0.7784405029647965,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7930392593791766,0.4607977597445021,0.3792410714285714,0.8907494819203116,0.8782999453928901,0.0,0.2045011975422987,0.8514538106639015,0.7145230263157895,0.588389711166582,0.5820380910683012,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.7928182812869535,0.4607699628802582,0.3821043019480519,0.8904124658617845,0.894550924445929,4.0,0.3012108345707251,0.7957744157386839,0.6207236842105264,0.6414164133561375,0.6293782987937653,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.752507067708199,0.4959134243157761,0.4059030032467532,0.867526324572438,0.8675893240781768,2.0,0.5747322327803348,0.6636713960512971,0.5010444078947369,0.7856346152754191,0.8201269612432355,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3917230058872444,0.764842036009017,0.6056052680758688,0.6265023262217372,0.6067256055310549,0.0,0.443461753785576,0.7846451715941793,0.6590028298528571,0.6972265590385633,0.6728675394434258,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2846909643847355,0.8285214245967163,0.674639516882345,0.5537324223261331,0.5358186544947986,2.0,-0.1687379654512018,1.0846593562052096,0.8346327011320328,0.3501141398479455,0.2756803111115218,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0283633576839121,0.9909129791684562,0.8200993310045077,0.302305282781366,0.271465576567844,1.0,-0.5035998916443933,1.0112748191005263,0.8930261505481808,0.0440793506014229,0.0195589792292767,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2436376427844977,0.9117628910041954,0.7041322626640548,0.5796749467911506,0.6040630663469956,3.0,0.0523234945043803,0.8209474130603306,0.6713278536960995,0.2838813773214723,0.292082637511187,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0863979291083585,1.0969067232195604,0.8952663514330672,0.1052672151368313,0.0865762757574389,4.0,-0.0013998439241225,0.793896699518081,0.6697733955967184,-0.02631496241698,-0.0740381675454477,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.36179198181244,0.82820815398757,0.652481418689092,0.6072039606291917,0.6062506839686281,2.0,-0.1732684832784181,0.9371288148393732,0.7829062792233059,0.3466331315692231,0.3547145372453947,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0070360968771709,0.8355370677702983,0.6881680848986603,0.1335355048688876,0.1135007912165687,4.0,-1.003370948833214,1.4480845329967544,1.2150018614057512,0.3443002588582183,0.3892269493056426,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0183190683509174,0.9914486829172158,0.8432574036349989,0.3822088788332565,0.3397673572760246,0.0,-0.0104086243552856,0.9948518488701146,0.7960334404655124,0.165582951838575,0.0560096241039667,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0129674432369222,1.0491472080447164,0.8923471994194195,0.2884501181776748,0.2547507280142655,1.0,-0.1589732584266494,0.8604937474443006,0.7071130696782527,0.1875975201887312,0.1579371811078908,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0032270390512615,1.030202544879006,0.8535990321855603,0.2722606812919499,0.2723159576818661,3.0,-0.5076180634734089,0.7321018375567763,0.6561095500814502,0.1852611383857842,0.2220032183167199,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0226038235112453,0.93532884932933,0.7839296259579959,0.1481618264942609,0.1369087317558403,1.0,-0.5562565573705189,1.1845280840975208,0.9849143806768924,-0.1066188181760274,-0.153135685827631,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0279535599304356,0.9407775031737524,0.7909591525709125,0.1143667304561142,0.0940024332072753,2.0,-0.4940919548361469,1.16491496999554,0.966062571334839,0.1990786632584028,0.2390740587680388,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.000497993411388,0.993632902203222,0.8317542575804655,-0.0304768108843938,-0.0252718647826952,3.0,-0.0611427307001093,1.0274660821225825,0.868978481024084,-0.0847026779225783,-0.0772558823426676,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0067171490880573,0.91528500642243,0.7553744085838922,0.1304641146695586,0.1728229892166886,4.0,-1.4038379401946393,1.312523799035053,1.1324166383743286,0.083194689544505,0.0893100052579675,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0250046752332666,0.9912144841271204,0.8434324652353921,0.1688890092327163,0.1951944043907924,0.0,-0.0126066858742495,1.060390087362117,0.8743622910348993,-0.2409217220663664,-0.2093339816364356,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0263236294215087,1.0331736657075064,0.8704882452704689,-0.0452410832702872,-0.1066533434804549,3.0,-0.0248862966075273,0.94152314716381,0.7877251243591308,0.0612177317458803,0.0187284650728247,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0058896096235969,0.9460583996338954,0.786623538243685,0.167940866475394,0.1728777660267632,2.0,-0.0219686336373059,1.132626396398282,0.9601027092843684,0.111601603599636,0.1195444009846722,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0023737391199097,0.9465738253477934,0.7694788046421543,0.1332169668263806,0.0765265176572879,4.0,-0.4281287360035888,1.1717846049624003,0.9659287184126236,0.0353878035764213,0.0443786983542024,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0109918054040938,1.0073215007199523,0.8560323216364933,-0.0165995774718963,-0.0535382145033614,0.0,-0.0068455750892293,1.005911063534949,0.829808976265692,0.1259353269307007,0.1383904407411636,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0129265061181014,0.7907920507242322,0.6745587394714356,0.0396442936815105,0.0147871410701119,1.0,-0.7225176808286797,1.3718207328756833,1.147372284362565,-0.190323711339238,-0.2338315411369781,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4688936375012587,0.7375523578177574,0.599089682338802,0.6918054520743407,0.6820876527892733,0.0,-0.0425866775811842,0.7760082594300546,0.6568506355754665,0.3111798079467957,0.2444764730192098,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2320622477813915,0.8980853786007373,0.7095783436873864,0.4887609140766602,0.4849432601433848,1.0,0.1087615976443083,0.798240420528692,0.6366197371990121,0.4027750171587618,0.3776923313520905,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0146878548087407,1.0201920621151126,0.8566509181142643,0.3323801173028392,0.3206255344510472,2.0,0.0291736985065892,0.8857593399126827,0.7554975528251834,0.288112743205187,0.2491831904025759,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3303310158500127,0.8435002396848346,0.6778891531314725,0.58312216016917,0.6003876824124975,3.0,0.1693373307884248,0.620454610718744,0.4817216925131969,0.460751596362238,0.4137477306915934,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0361503651946959,0.9973617942711273,0.8369048742814498,0.4015142035503104,0.4111255821216142,4.0,-0.0973984705179296,0.9135911345704376,0.7689790312449136,0.1320963474990029,0.1221187619173591,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.1117588218166183,1.034650876917606,0.8124234366778171,0.3369078904166092,0.2942372018637101,3.0,-0.1583876372874613,1.1246755415491647,0.9310373740990958,0.2205088583233981,0.1925112891064079,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0373534280564473,0.9648692688343504,0.7664275501392506,0.4514327679917037,0.4244075308016742,2.0,-0.6914871403120428,1.314505797067953,1.074364514852825,0.2331010708017627,0.2246459025950559,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0350953478178142,1.0215497564270513,0.8609786362843971,0.4093740218675953,0.357920918888607,1.0,-0.0388273813407493,0.8799040988983721,0.7374208315559055,0.2614513159352733,0.2058778187488923,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0031933530043459,1.0024354332924583,0.8291532568029456,0.3722814196174389,0.3708010338991735,4.0,-0.9626112222584616,1.1574065930816997,1.0201359993761236,-0.0562590192310877,-0.0697846565487908,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0093624191779855,0.9016682917562866,0.747406523782913,0.1494811402667827,0.1327389607237651,0.0,-0.3394433973844475,1.2925147507801666,1.1036998496884884,0.5076257260410876,0.4731567426468677,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0166844369327785,1.0783645398737656,0.8989761394218162,0.223595497238399,0.2088229414092563,1.0,-0.5630822464058429,0.9448380518238167,0.8170228849377549,0.287325969636815,0.2667163659579736,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.035258401365936,1.0318395120581585,0.8523656976823326,0.3002018212121426,0.3209596012971978,0.0,-1.266721046111861,1.1729103788951365,1.0190736741839717,0.0834457336745876,0.104231770558747,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0104653145375234,1.0294885011024908,0.8580323397318523,0.2144395689252996,0.2013240136103893,2.0,-0.5076694410259319,0.8777198651595289,0.7695243490309942,-0.002709662512595,0.0037280169060917,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0043194524723577,0.8769710829171453,0.7106749719006199,0.2276024195926323,0.2187620558186769,4.0,-0.9907140752481272,1.442841389596106,1.2386574571959823,0.1297611619085998,0.1652719673878052,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0023720271517456,0.979847976146368,0.8200217319130898,0.3203466307570143,0.3307030094473389,3.0,-0.0125206950977057,1.0890216980295748,0.9201368981599808,0.3827799355520181,0.4467461119978579,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0287355591442034,1.0284265691158714,0.8609968192093858,0.4712887611723119,0.4476953151400372,4.0,-0.0028805739537056,0.8703146481458741,0.7161193125588554,-0.0298908927581601,0.0071947953130386,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.1106726346279747,1.086707472622828,0.9005861799031087,0.1206239594987754,0.1251290635274515,0.0,-0.4641239556343643,1.0582886368794464,0.9128473692354948,0.0463343310096481,0.0407068185662878,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0361126913570057,0.980200401661113,0.81899461104435,0.0044784627347583,0.0539385453648695,1.0,0.0157254809789827,1.1555084370394195,1.0132989605990324,0.4470781923057954,0.4743043385825335,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0406412733919823,0.9378101536256324,0.7836936877755558,0.2155946369215601,0.2493744053744525,2.0,-0.0574288106623872,1.127539957424175,0.9627166482380458,0.2426710298066399,0.2649918833907149,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0217239363159138,1.047474712982162,0.8697387000009523,0.1431781721228405,0.1237659580659278,3.0,-0.4343855212579146,0.8413106943376385,0.7342036378149894,0.0545510287775614,0.0121280688636785,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0151052160676854,0.9707379412202408,0.7977486430205308,0.3118281665226634,0.3363695214741903,3.0,-0.1504515733017042,1.119200109238844,0.9483368725525708,0.2160473181031634,0.1403316834422832,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0111567951740461,1.0062038929572796,0.8430238778250558,0.2736261821992053,0.2932497841617097,4.0,-0.0034269679617084,0.9585904658804882,0.7897992144132915,0.107530476439836,0.1350626658125232,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.5268015566640173,0.6952213686234505,0.5623524203857818,0.7260782044307632,0.7315548441118557,2.0,0.2237629543225858,0.8471231328500537,0.7182487499086482,0.5033430116627725,0.4811248495459021,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0180532400343241,1.0144956990927316,0.8515382132592139,0.3683192654061459,0.3443388944104213,1.0,0.0170548257017798,0.893867687032301,0.7558601035569844,0.2687348858207365,0.1838778594530301,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4339948077874818,0.7426951579279446,0.6046159856660026,0.6673767034829142,0.6264621202399151,0.0,0.4171557797712436,0.8087872932317474,0.642239139456498,0.6529508617126126,0.597942660616915,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0200022194277085,0.995614218685996,0.8451260854671527,0.2711621237208115,0.2381132325473216,2.0,0.0052928131152727,0.9841545432387694,0.7428014362485784,0.1910733305724564,0.1410824766874736,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0157100776450875,0.9907679284507942,0.8222636266807457,0.2640160386883384,0.2283098722492369,0.0,-0.0010657094456048,1.0138271718419258,0.8690218398445533,0.1421829232417596,0.106800897462479,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0056962126152468,1.0210759657667696,0.8577121259020521,0.1793732759365519,0.1638714554663282,3.0,-0.0094711375771043,0.9041621288834224,0.748049978456999,0.1422235168739796,0.1004596197742181,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0193591286459166,0.9952463221924386,0.8189345245237474,0.4055991354165859,0.3942924036949454,4.0,0.0128731363121381,0.974149597149504,0.8463258151004189,0.2581151923690165,0.219960605387994,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0190070986073411,0.9559411394134336,0.8159630000126826,0.2831753420583831,0.270051670604907,1.0,0.0003015269110137,1.1393033386596136,0.8924914884567259,0.0197331233385722,-0.0153214776346227,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0085700535278259,1.0113811962006034,0.8501858113648056,0.1724446542032579,0.1621471981448988,0.0,0.0036989671793317,0.9415394759214616,0.7790736328928094,0.2037996823633149,0.2208481561904905,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.416054539883895,0.7605971167508015,0.6168289829384197,0.6601218805484035,0.6633084595901605,2.0,0.238862393265739,0.8858805622460101,0.7495399137547141,0.6209905109620237,0.5884541802954746,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.001875064758154,0.9734901422171588,0.8080471497077446,0.0190262990248839,0.0114909197398215,3.0,0.0001728083294386,1.1132280690052785,0.9735040217951724,0.0170473201149508,0.0193696652505845,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.2785117879060083,0.8594480331715835,0.6728300588007097,0.5440557141624018,0.559166302211773,4.0,0.0182542222820725,0.9104836581215692,0.710109830341841,0.3617282199167256,0.2983310573712969,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0501761646905467,1.0347646965516246,0.8658073272952787,0.1862265521461143,0.1868139633255096,1.0,-0.084221776288009,1.0097492380244864,0.8732042116867869,-0.0574773017730114,-0.059422193395861,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0271700563064938,1.062707434661063,0.906809742791312,-0.0300259013518928,-0.0297833609013584,3.0,-0.0408966802770482,0.8014616656106098,0.6515568923950196,-0.1363210098783099,-0.1003666649514455,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0089289970235291,1.025155410192264,0.8476026249551154,0.0258780497126293,0.0080718431904932,2.0,-0.004088377584331,0.9237775582790776,0.7823363816110712,-0.0337857672539945,-0.0477128477359031,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3723802167329653,0.8037423599638496,0.6346237289131461,0.6123008587382253,0.630176035270251,1.0,0.1634914279899894,0.8624818050444211,0.681878376759981,0.4439586798183663,0.4594254507867589,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.001206499680754,0.952985705318866,0.7893865914778276,0.1514369405881027,0.1207444812260859,0.0,-0.0889312638687696,1.1951407426236391,1.008362438804225,0.3723705821266009,0.4173779845521438,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0500167745552495,0.9920653282715748,0.8296379019997338,0.0988813542328119,0.0788933021428504,4.0,-0.0051468936162348,1.115556098156967,0.96876356200168,-0.1357800494260733,-0.1144607978952388,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0190632926419878,1.008695060802328,0.8447114509111876,0.3529521710103155,0.3373309097047284,1.0,0.0102789646362327,0.9198054806904312,0.7470158514223602,0.2444578180086425,0.1065820431644001,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3156537521716783,0.8121716281348876,0.6401615928984307,0.5831907641516225,0.5947382866347807,0.0,-0.0250436216257745,1.0803577539090587,0.8596994748868441,0.2392289439997099,0.213175750893439,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.42265147931231,0.782812086027078,0.6503256736637709,0.659873040648181,0.6290061966230167,3.0,0.0047119979147068,0.8516089260501896,0.6588847172887702,0.482141734782501,0.4938717473214015,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2835375950985934,0.8546154974005888,0.6579046654236781,0.5676584013851385,0.5597897032145077,2.0,0.3518861940215483,0.7802822843458582,0.6147207135275792,0.6573660954683854,0.5849975387647672,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0608493064936443,1.0475143029005731,0.8612798739098882,0.2226178923247895,0.2227636641106314,4.0,-0.0354453466322244,0.9448278133584008,0.7422360265882392,-0.2130035058191148,-0.2274269508352344,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0150109859736189,1.0050743790465606,0.8266588274225011,0.1639522040930491,0.1185998752355862,3.0,-0.0577603149676408,1.045028604246094,0.9565696585805792,0.1612553256262713,0.0762915978084451,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.2939732318751136,0.8373374836745946,0.6481427632214187,0.5851172116873689,0.5864175072529088,2.0,0.2015127195386407,0.9027508943487385,0.6782541403644964,0.494037421749998,0.431799530109572,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.2953218023506149,0.8606371898364931,0.6736035865932316,0.5476890116784343,0.5498596099052959,1.0,0.1062781354309092,0.8522573996923748,0.7207574727660732,0.4196057672883589,0.4864569148992718,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0303262633712779,0.9998064291214384,0.8338972005596408,0.3514339092194414,0.3540341191612468,4.0,-0.058437612311585,0.9407373358095515,0.7975380749451486,0.0923243221748916,0.0488151936405067,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0288814277419771,1.0322153427384333,0.8380866792604522,0.4385546049316785,0.4418710489861008,0.0,-0.0029261783240703,0.9354685623119084,0.7795015341357181,0.4268775204996247,0.3834537120793687,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0168413728903222,0.9984716319129306,0.8324257454314787,-0.1836941896957142,-0.1576820614931845,0.0,-0.0135270923719941,1.055607436757436,0.9129758137150816,-0.2207582838727093,-0.1826239194660247,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0044861517764198,0.9639639925375408,0.8084557549984424,0.3714965666004078,0.335408931377463,1.0,-0.1631683039804945,1.1750909149487938,0.9202327030583434,0.2913681462220397,0.3320201376851611,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0132641244049001,1.017636074842665,0.8701593434346186,-0.1588029404233647,-0.1991629188307577,2.0,-0.0129327671562009,0.9563642729578984,0.7408497413836028,-0.2487934207415884,-0.3302511358009854,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.2991842733194074,0.8575917787917449,0.6751031342264895,0.5519664904595523,0.5667170780163372,3.0,0.3643372385546908,0.6907337760992885,0.542315016420264,0.6083722883956283,0.6167989139195266,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0036642225316346,0.9866142903541808,0.8257241619407357,0.280026810792391,0.259559555867892,4.0,-0.1038879833751884,1.035690473639396,0.8637596946013603,0.3458541340520649,0.2397417660575555,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0132768855768959,1.0311275137940583,0.8665247669467678,0.4119800913972727,0.4065809493557578,0.0,0.0034207567073308,0.8388474667018728,0.716983188077023,0.15452308884803,0.1920656660625921,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0275868277994817,1.0337026305338677,0.8522585091652809,0.0091799126094256,0.0006489633841025,1.0,-0.0107038478386878,0.9252665746503914,0.7725832120995773,-0.2375253742018841,-0.2526811133536707,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.3180197218781495,0.8475569530787598,0.6611417717283422,0.5741525705762722,0.5813871918361055,2.0,-0.0207339896555101,0.8413486195925803,0.6600728028698971,0.3492174439124506,0.3106222411474401,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0003920733132674,0.9902861028364132,0.8239500186350438,0.3043092704714822,0.299996385704887,3.0,-0.0105244626165759,1.0540622815029954,0.8570934749904432,0.2166632308484788,0.2087118360167431,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0093901550774145,0.9679704612922886,0.8149171132545967,0.1624121188276285,0.1538021732855549,4.0,-0.1731642783446279,1.1376320319768274,0.8809625575416966,0.105180667558167,0.1777096900400266,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5968133956788676,0.6433052881700326,0.5017123344354332,0.7744505074684156,0.7563027379327623,4.0,0.1251524477251531,0.9057787195561036,0.715017100572586,0.4481087466191421,0.4597419583329888,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.648662845438085,0.5945983926342608,0.4655953116138486,0.8128851049847104,0.8056534056733452,3.0,0.4016329486225934,0.7693790034002638,0.6280724986466494,0.6511695323887875,0.5211775754962736,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6252145302852785,0.6042177301946777,0.4519531549570215,0.8020063239632428,0.8124898246359934,1.0,0.2366164914680893,0.8828733537182798,0.7533941054344179,0.6182966565613042,0.578549331487002,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5956069619860946,0.6059817153894671,0.4585782687680251,0.7831062459925888,0.8057645288076838,2.0,0.3543718809812367,0.8126366238970412,0.6422852780024211,0.633787890720571,0.5889251272293012,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3429379495572118,0.7954472112355835,0.610424586299025,0.5901954495958353,0.6146487559304523,0.0,0.4373438617107188,0.821076211478656,0.6544425156911214,0.6773874378711466,0.7197686105279875,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7926310585173213,0.4680090205525152,0.365237919069686,0.8905537174281002,0.8683554304116157,1.0,0.3781194087367878,0.6313023489571872,0.5309783230767106,0.6688054715946132,0.6675583630798316,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8443110092495097,0.4036999867180325,0.3065934541517374,0.9247308757308176,0.907148646518154,0.0,0.3944162799800089,0.7233897274433433,0.5680578338305156,0.7112951264654773,0.7236551736756511,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8631813828970473,0.3836879478645468,0.2948779866233949,0.9297292606073864,0.9221906761945192,3.0,0.2607970417693547,0.7017247279488789,0.5390759055678909,0.6554072879178188,0.7324678520003697,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7637234065602241,0.4785980077766261,0.3856190420248929,0.8761041825950883,0.8579713058288956,2.0,0.2733325012768135,0.8879389115042744,0.7238687990392957,0.5673145736636448,0.5531136796024814,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7972254719585936,0.4638133858347698,0.3032561904039139,0.898144699640147,0.9027366509161469,4.0,0.3488099034149337,0.6928643135024849,0.5524021105633843,0.6615864469226832,0.6205431895915993,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3125947818506179,0.837434647374212,0.6761972372914538,0.6831191803607419,0.6656429599816834,4.0,-0.205953839842635,0.9675968879163532,0.769022876739502,0.4938647002267686,0.458782959786309,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1847986050529296,0.9363608248262636,0.7715455914472605,0.5266737524988807,0.5102282234935153,1.0,0.0578654956736409,0.8067029330228491,0.648361461664501,0.2628349871350453,0.2660465152126276,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6035369594694465,0.6598015757533768,0.5343311374152409,0.783721724314971,0.7720665506149346,3.0,0.163391239786461,0.7756013451151212,0.6313472691178321,0.5722835720461368,0.5818821888467824,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7055339502608506,0.5657152847627109,0.4114378024231304,0.8427615671009745,0.8538544068057871,0.0,0.0212093985052329,0.7443229331615583,0.6462458715313361,0.4248857067891521,0.3043502092991844,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6500286534617749,0.6252715709095478,0.484114062732725,0.8278550685805209,0.8345890171685284,2.0,0.2333878757592794,0.7546247658575587,0.626798996802034,0.5503899186184371,0.5688883452706598,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7868782934627332,0.4609185610949294,0.3562305766915621,0.8884211794688781,0.8806394335165705,1.0,0.3029058617662029,0.8223795245717119,0.6632117224776227,0.6051157995819132,0.6314880568524845,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7145332008281788,0.5629302669378274,0.4478904043642202,0.8506170960764896,0.8429558144893313,2.0,0.3314738080796159,0.7096288508528599,0.5969120772006149,0.5886104275517539,0.5430475197773237,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6847149807064975,0.547607714937359,0.4524785302332695,0.834154436791362,0.8106609275505354,3.0,0.4167684043368531,0.8254224784933005,0.6559841786361322,0.6720022714191225,0.6249945603742035,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6809950303171726,0.5694774512179485,0.4722050628246077,0.8295746529956598,0.8173436056523152,4.0,0.3891805216597974,0.7487837113517899,0.5622504530951035,0.635364184373329,0.615140649594752,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6589945793088858,0.5977399240344015,0.4613302163593471,0.8142900629657315,0.7930361588474109,0.0,0.0273105909980246,0.9413301645006292,0.7397234705090523,0.3273671971207478,0.3788251755873947,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5903028497509213,0.5963907013711052,0.4635076488212303,0.7740499469709328,0.7444594309260427,4.0,0.4364641348659837,0.8406742474784128,0.6504836125122874,0.6652576093540622,0.6553445272081533,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4368252612837519,0.7536730889674952,0.6070017038495749,0.6831775245335181,0.6752987856290663,3.0,0.0278493341161996,0.967443493348201,0.8399161160269449,0.3169943496977464,0.3675904261782578,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6465789822586802,0.5936236821433601,0.4657701664184456,0.8108065791675811,0.8208694488075307,2.0,0.1451050946841048,0.9267965632069014,0.7298632784136411,0.5767352746534653,0.6122110014270126,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5799775040516885,0.6528293140361844,0.5167667858719825,0.7832710838913164,0.7986313481688802,0.0,-0.160727151398258,0.90298210016118,0.6866489070937748,0.430688574252896,0.3903882051444301,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6319854012120389,0.6077377359242889,0.4707343495347117,0.8079422898022783,0.7974589116983253,1.0,0.1611111740021649,0.8988728008712585,0.7401474108852325,0.5341076461223538,0.5250284280211356,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7480962831027383,0.4947798776839114,0.4038525523224922,0.8692353072345493,0.8609285318702549,1.0,0.5107017098965643,0.7276487697057603,0.5895339240198549,0.7180592640287248,0.6371850645580608,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7245208226005115,0.4893914366063287,0.4022893991762278,0.8563039601471156,0.8339176696999049,4.0,0.2873485552921416,0.9050489583470958,0.7491385311550564,0.6667545190664748,0.6462217551410965,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6771394097658351,0.5154907208899584,0.415931246225224,0.828628675668929,0.8053870629458489,3.0,0.2889592106702794,0.8761807870724068,0.699549585788969,0.6785823266144959,0.7014246491310628,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5800831994604597,0.6714861621634653,0.5395495266680951,0.7852142895838978,0.7802859073848375,0.0,-0.5235475748776703,0.9646543341991268,0.801881047657558,0.4758657278228551,0.4755683828290327,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1882161253701043,0.8589944139647955,0.7118606219386423,0.7337513875659558,0.7260182061020091,2.0,-0.1787411305330324,1.0376302103347244,0.8620359248649784,0.74808406937105,0.7279459985361966,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6853366370732012,0.5906050549175338,0.4739644833060278,0.8292786200655062,0.825543642681202,2.0,0.0488720035222027,0.733222421258565,0.6023681959399471,0.4630315427606198,0.4194956482836037,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6822703511510004,0.5610017476632598,0.4511823117571908,0.8266507671623163,0.822466824098086,3.0,-0.0922956374032528,0.834919149557357,0.6836203677545893,0.4335242234367228,0.3092376649288336,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6072656761188727,0.6231980336847842,0.5050782388614283,0.7823247802706115,0.7826281801342853,1.0,0.1458460435826105,0.9111703355350832,0.6916989606122176,0.6100649553576767,0.666232397634222,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0035302808808697,1.081028602209392,0.8794897552188352,0.1701826641204919,0.2315817462570156,4.0,-0.5537757562399779,0.9006402221569128,0.7563449106576308,0.0804976875895699,0.1587807197147931,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5674626505278763,0.6633803704976088,0.5212484848583845,0.7563914199293916,0.7435533816675772,0.0,0.1001013403247331,0.9291671719763444,0.7223197438202653,0.3932408322085392,0.4189803867643529,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5617240344656542,0.5584459025636993,0.4380988083442632,0.7618619412808272,0.7543839797897012,0.0,0.1443909417799042,0.9605857064990504,0.7573128552870316,0.590309154661325,0.5500135315959623,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7620787089510632,0.5060530353247621,0.4042721897997754,0.8757857440221655,0.8655477753872115,1.0,0.4256769136338647,0.6500203948522635,0.5306835249826021,0.6535131096030476,0.6900015854074665,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0569551375552739,0.9942719818568664,0.8295878399959226,0.5686841243301305,0.5755207329617736,4.0,-0.4799634690881214,1.024921764228592,0.8818858314090304,0.5314172446194804,0.5352790050485685,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4050031670954113,0.770432177986858,0.6374156305808149,0.7685249152209952,0.739157882748322,2.0,0.2831291963502923,0.8369091200210632,0.68976417799465,0.6492265747855124,0.6469491651605686,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.661955694167468,0.5780688565086394,0.4480634396281464,0.8210383608120584,0.7954870858307749,3.0,0.2699890473282657,0.7744667837687781,0.6011464081740961,0.5223773977507735,0.5354124944090419,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.7945154050131384,0.4684448473132819,0.3533869278046392,0.8961620932674408,0.9014323263818996,0.0,0.2202620161307537,0.7304390151358905,0.6070216961809107,0.617566110738194,0.5786603478720979,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.7788103933220829,0.4882965115220556,0.3542791309862426,0.8852787937980222,0.8927290693588954,4.0,0.3709964790217078,0.617270822560833,0.4973117439349492,0.6689495958835269,0.6393408506172507,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.8145417910359367,0.4279392711795182,0.3371156131120828,0.9026002120170102,0.880206157686835,3.0,0.3523990678588409,0.7495567151614625,0.601241647812628,0.620632912726046,0.6004583476389724,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6534486869432976,0.5849102333926992,0.4616741171303917,0.8085870574811496,0.7660070358609055,2.0,0.3616125793173127,0.7949220659880618,0.6621636731284005,0.6702616182966493,0.6504648679883934,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6748136142287641,0.595528534951524,0.4588647387440043,0.8232253551212744,0.8127214260388824,1.0,0.4722633465819356,0.6213277966274369,0.5425425044964937,0.6877473116493107,0.663325106933705,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8002614809218742,0.4242882849473345,0.3110377074488633,0.8955398170397122,0.885587535933578,0.0,0.5004550527805938,0.7976432874610407,0.5984492036531557,0.7285137812488904,0.683856142857239,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7302170736505247,0.487330684521171,0.3742152497065152,0.8553696626752955,0.8212364593141342,3.0,0.3753512306396072,0.7751781284617889,0.6018084371314858,0.640722467998631,0.6388048915732231,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8497346594695147,0.4036142514976886,0.2158459486510302,0.9239442316100768,0.9286274881907244,1.0,0.3454146921503046,0.660746816426172,0.5200240179625424,0.643416943331278,0.6265900846062116,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.8804742726187302,0.3497599899242628,0.2639847636222839,0.939464659199936,0.920909375954229,4.0,0.2969636486486539,0.768152350309896,0.5934146788934382,0.5822734046323906,0.6372783954749509,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7860140010742125,0.4781673222576956,0.3787151547058208,0.887841510453794,0.8732267670545887,2.0,0.0932376410314216,0.8141416115352368,0.7039730081233111,0.3834768224619411,0.3613617177149044,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6596713530289127,0.6089638369864677,0.475639032125473,0.8137817167275005,0.8036692784033257,0.0,0.1401018548960787,0.7173858508442619,0.6101189205192383,0.4929146195188889,0.4672609415666757,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7250887184398904,0.535972607129448,0.4193928414775479,0.853090315696897,0.8428195989672163,1.0,0.2895457849108279,0.6267123417979513,0.5446938299810564,0.586432666152019,0.5743583674365514,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7654035222393296,0.4912477834821421,0.3884091033551517,0.8751265982878585,0.8672930295007241,2.0,0.0501778234178198,0.7801102331884765,0.5765544206597084,0.4895505126111004,0.4685446838786002,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1880107119270525,0.8203983986653491,0.6312591692606608,0.5115428187984098,0.5102253265401293,4.0,-0.9503448170790418,1.3134157657569094,1.1503187842596143,0.2776103048480302,0.1713868969438856,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7943554987487094,0.4477366237247965,0.3433588260725925,0.8915467954970997,0.887965578146766,3.0,0.2016842918117177,0.9110356114627872,0.7362357175552238,0.5398067286993128,0.5726184765391795,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6856180953751245,0.5440141237223054,0.4219582438804733,0.8321627335094499,0.8387290124258471,0.0,0.0633766013652397,1.0364942719336496,0.7698605599403383,0.4873873697712837,0.5324176407196621,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6737349176425527,0.5615131670771323,0.4575270729099246,0.8322386978920762,0.7949857177258601,1.0,0.4097609626394056,0.7099144549054667,0.5821650114599264,0.6716514903843143,0.7094589169103224,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7176751052459869,0.5287341406947902,0.3847314766854853,0.8524016285609447,0.8518656666470533,2.0,0.3890415523098212,0.7976566722715029,0.6754034059697932,0.6316739245452845,0.6328364555927213,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7896453235010019,0.462145685057497,0.3658729385400747,0.8922254262761018,0.8880931556804175,3.0,-0.0352512965692695,0.790942311736745,0.5898799620804035,0.4705807100224034,0.4886724424828306,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1294239197615686,0.9478113841837176,0.7849065416455269,0.6834780521063665,0.6712095081350083,4.0,-1.579724353442003,1.09184644734629,0.9523191720247268,0.4144945032526632,0.3728689338545929,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3924582103798056,0.7611862882733994,0.6379388895414877,0.6326065441272215,0.6237179550422929,4.0,-0.1433359694927698,1.1266436647082874,0.8759614429650484,0.2248796861858013,0.1881146605010795,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.572601337541718,0.6039149191763618,0.4835328376959569,0.757392599337099,0.7219688456706548,3.0,0.0098593871332991,0.9033360332455812,0.7602151424654068,0.4927055343070212,0.4264542818325273,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6183997322540096,0.6701742071763492,0.4692570716615707,0.7908493395808256,0.8125676820027987,2.0,0.0821844513222455,0.713526657881073,0.5705178372787706,0.438692297701182,0.3931356303121868,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5933764189135871,0.6487196555751515,0.5042101538181305,0.7735641594739864,0.7716651016517748,1.0,-0.1539025079848723,0.8512329937635602,0.6510340124910529,0.3605880200076804,0.2896313591223438,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5742209162196655,0.6267883876235844,0.5012418679801784,0.7722660694541302,0.7598245857854944,0.0,0.3333574167879226,0.915957577213368,0.7322624205483331,0.592287371803761,0.4776335737356458,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.618593336680739,0.6295222616206165,0.4990833591531824,0.8041339078922303,0.7905204863848535,4.0,0.048633819546685,0.8228064805450811,0.7060874962388425,0.4230481819852218,0.4217418099216372,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4815046832701991,0.7495487002260377,0.6077196548702001,0.7692777034029501,0.7339631031695416,3.0,-0.01449241811699,0.8808800803279973,0.7280589801438002,0.638196685804847,0.6849678574294219,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7908643748376367,0.4346730638486853,0.3325595537191483,0.892217420105393,0.8763107835519689,2.0,0.2261608027966087,0.7993523364185285,0.6348791864940097,0.5377404673842392,0.5309976784364121,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7437002743561743,0.5011361058901204,0.390342445756397,0.8651246747210648,0.8585747219818525,1.0,0.4654544202519672,0.749660522659553,0.5993799743218855,0.6883721205021709,0.6782113039134983,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.9011217371613134,0.3217532986553248,0.201553905464354,0.949764277344969,0.934594180999306,0.0,0.2312136512249714,0.8146676758195145,0.6377748581038581,0.5733399351927669,0.5726991250322715,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.7256200073957011,0.5343541704744659,0.4101759667978942,0.8526402198191935,0.847833805321359,0.0,0.2604283674920478,0.8271307395774163,0.6326950577829705,0.5361990538992659,0.5636808368236671,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1469604953093553,0.8380457587239578,0.6624521784464518,0.422099652641474,0.4001016979016036,2.0,-1.293454403058452,1.4199082229815212,1.2432837971051534,0.0678759178787605,0.0435170179710899,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.7033510486900754,0.5473022015936084,0.4404191498308374,0.8387535966035686,0.8341363166427268,3.0,-0.3425829944163689,0.8893181744029244,0.6600355045739995,0.4684803282562969,0.4168271736582843,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5863130472934922,0.6313893454100603,0.5040945786160308,0.7671081089495091,0.7598568019658329,4.0,0.501153221429258,0.7619650706298763,0.598519258373662,0.7130076365317274,0.6799803041309885,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1665893801022939,0.887994942903095,0.711400528562149,0.4470774955002239,0.4453447761643379,1.0,0.1580788049384452,0.9976319987285291,0.817755404184031,0.4247488141727201,0.3311558417213253,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0477844584795614,0.9193691865877012,0.7736031101368092,0.3437234258949643,0.3059905732089297,1.0,-0.2327970433575303,1.0771632536628168,0.8910480098497299,0.3214021559238079,0.3114222945562011,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.8226912365265975,0.452858707053925,0.3395892976646993,0.910245719453151,0.9076922891866678,4.0,0.0064874027430522,0.7135725258260176,0.5756290390984766,0.5032389724702435,0.4920322422972671,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7814887589873198,0.4961914029579501,0.3865450178590933,0.8860823823519611,0.8852718684246801,3.0,-0.0973916842352908,0.8130639039508137,0.6649158714585385,0.4711660877477662,0.3709559589907281,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7802172452891325,0.4792623003811737,0.3554658790638573,0.8842639627684974,0.8798710382902382,2.0,0.1621261936010378,0.8878523909759256,0.7060414786369372,0.5540659530747557,0.5280031387770034,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0307546199123062,0.8374407593904099,0.712597407831086,0.4037094568850007,0.3731416471700483,0.0,-0.5993433216634341,1.2722167158575826,1.0757523201902706,0.2991209200096485,0.2296105313622766,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2101275320830259,0.887356489023181,0.7414609959528043,0.4992842259472188,0.4684993739467032,0.0,-0.0648833689143189,1.042352109517116,0.8592414738002576,0.0587416234675748,0.0501231196904086,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6892800428591319,0.558427186851536,0.4272695775929983,0.8325807027443105,0.8172715559782607,1.0,0.2376783656926615,0.8731649803380218,0.6960443777159641,0.5708352484577359,0.5484294757629259,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6309667012934818,0.629042848905381,0.4950934907871407,0.8008598314818213,0.7945223941246772,2.0,0.402314121771375,0.6552550322740134,0.5482046730894792,0.6897913125922357,0.6678704351656356,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5765933623920658,0.6560958143873495,0.5079338764679896,0.7609126162016713,0.7549432447712667,3.0,0.4124417900495047,0.7482927218220023,0.6071260095270056,0.6681048355919204,0.6120930315031782,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5809697166914323,0.643233714319832,0.516496561068993,0.7661680347529144,0.7384862850177574,4.0,0.5073507922142263,0.7259846602039836,0.6195018560007998,0.742179649888078,0.7171855348043931,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7289705797778365,0.5234427030947545,0.4111335849994189,0.8556002210502229,0.8473215414222772,1.0,0.1822105170328664,0.8885339972579522,0.7394707532932885,0.4980609541415579,0.4480192629146505,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7605631815784255,0.5010812288481219,0.3987139854028628,0.872978318530617,0.8545401829043432,0.0,0.3598590295398179,0.7242044958868327,0.5689258127463491,0.627683221979005,0.6152667661560645,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7816352691942147,0.4671291242680944,0.3850961043617941,0.8853699384344229,0.8704382640498856,3.0,0.4381825284929533,0.7484412288336353,0.6059228892075387,0.6802402042007394,0.6283588042380032,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7814572113640306,0.4777073915089795,0.3865309242381677,0.8864780362063026,0.8810253368294073,2.0,0.4752534902511239,0.6574783220006372,0.5111858374821513,0.7026414676797108,0.6727949263310384,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1238526084871981,0.9634255737179178,0.7838963290003986,0.7034016946408472,0.7344379462706228,4.0,0.132049356056935,0.7838319384227495,0.6611197827991686,0.5717784703203687,0.5664569159771948,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.691651411412873,0.5103204724126218,0.4108168940110639,0.8358489342284825,0.8390729821641669,0.0,0.4463898397535737,0.9151814673309596,0.7472479895541543,0.6849385693229293,0.6572194571307879,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6164576233879662,0.585054280419405,0.4609112111082324,0.7985788576216132,0.8006052600018357,2.0,0.4906391409220472,0.8604697844228627,0.623180147660406,0.7074321483865721,0.7445423220642493,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6302687212654524,0.6041483375345436,0.4692858116348068,0.795000465303159,0.7825633365126442,4.0,0.3388658107954497,0.8420112269054509,0.6914430181603682,0.6027282099703408,0.5558899171202801,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.671160656649723,0.585686774752172,0.4686724908785386,0.8303834487304587,0.8269118612680455,3.0,0.2197292307303517,0.8072671523454897,0.6284835810410347,0.5991307990568621,0.5842954935089341,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7911142080907776,0.4761885669301417,0.3759061362526633,0.8902395902550755,0.8801161237050962,1.0,-0.1162548160655836,0.8412540719635708,0.6130127167074303,0.4855303402545439,0.4687277764934941,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3052246537726867,0.8363497593505422,0.6834045936844566,0.7391958769154642,0.7383780014491937,0.0,0.226189433651611,0.8767649400037847,0.7599185111648158,0.7130899738226779,0.6465663561810794,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6331754316447582,0.6060455295349295,0.4762454197313878,0.8055902197977749,0.7986386648406469,3.0,0.5676172448034855,0.6603080006161172,0.5429915204173641,0.7824961468684021,0.7496306305915493,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7364315399065637,0.5019170384404864,0.4073045338438702,0.8606246483230062,0.8526385581504866,2.0,0.4780858621127107,0.7889224888096813,0.6324753901205566,0.7050285539059682,0.7077040970368942,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7227429941909691,0.5170357744983246,0.4275466613181225,0.8555006583363236,0.8554287839461417,1.0,0.4289424480639047,0.8107499239801047,0.5784959091010846,0.6597617777351661,0.6077583857649679,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7285620366465002,0.5457486456324253,0.4183691499295172,0.8575983725255958,0.863693531448634,4.0,0.1107657069428941,0.7079936204082479,0.5584001119513261,0.5887486833858068,0.5596104401876207,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5584092281488215,0.6322748082081658,0.4879262950822904,0.757647936361149,0.7474359644419493,1.0,0.4397019224830809,0.829404850342208,0.6668665034519998,0.7088087010621382,0.6837008271983289,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6525291461164524,0.5830852974007505,0.454289312920013,0.816506134869972,0.8086074689005603,4.0,0.3742980306434993,0.8302931332320392,0.6118891401039928,0.6573688966243967,0.6408362304151731,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.596962278168359,0.6221869685138451,0.4809500021903546,0.7808097375168913,0.7721931289033458,3.0,0.2854642411076662,0.8983082396490609,0.65991264933034,0.557065886646264,0.593565335136557,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6617350832602877,0.5858092614942111,0.4619560587715793,0.8192521978528217,0.7893793015798394,0.0,0.2431638949750345,0.8340513222283986,0.6774518034960093,0.6107653640533315,0.5996169711435569,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6407686015775518,0.5935715486011364,0.4726679699142257,0.8093622923993965,0.79480169619832,2.0,0.1123074666329237,0.943828926824078,0.7626972226720107,0.5281265770550839,0.5129692582121,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6961443528783624,0.5530014269413077,0.4366373641305156,0.8366087652255494,0.82327320729117,3.0,0.324094552439421,0.8192546786677664,0.646142779400474,0.6049796197520959,0.5706313601050443,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7129505229045308,0.5378212512237123,0.4275369866947076,0.8444472324312807,0.8211262704833348,1.0,0.5399297707199784,0.6744693735621792,0.5535507982028157,0.7349675448864841,0.7470723611170889,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6909503446293879,0.565148030230217,0.4565761757206606,0.8337295752896197,0.7934150166438507,2.0,0.4719342437454433,0.6740694391254468,0.5527653254960713,0.7015910025288575,0.6864365059243145,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.675818172740912,0.5842302195196433,0.4578008486001523,0.8261622368131349,0.8174947677943593,0.0,0.5061518988953366,0.616514606003149,0.476336122719865,0.7305196391707838,0.7159818361649594,0.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.8773964001242389,0.3604284553300984,0.2636469044623437,0.9382453241653568,0.9296963830008992,4.0,0.3229425407057454,0.7264296828862956,0.5988592375579633,0.7169871287625729,0.7476471920451617,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.726250782781863,0.5108453328642245,0.4113091610236601,0.8548098318502881,0.8467405733537051,2.0,0.4696977304406103,0.7986665652593422,0.6089504539339167,0.6863982015310586,0.6943152606551531,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0791740863994986,0.9837688374132162,0.8148468472814969,0.6031565607751616,0.6004035140677266,4.0,0.0462744038033844,0.9308367976832712,0.7555027486801148,0.5088269683403887,0.4664049074952169,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0057681539620588,0.9371403395026832,0.7505927839919703,0.3130169095089656,0.3195453098036886,1.0,-0.6600590370000969,1.2389862152978084,1.0232716146830856,0.5036738490550282,0.5212656349916753,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4582356093346529,0.7411099201177702,0.59033068905138,0.6853920059171921,0.6576110015339645,0.0,-0.0877835461212463,1.023821409659462,0.8007917641556782,0.1664162831069279,0.1377459791485133,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4717281696977886,0.7516868352501134,0.5909066124270039,0.6930597103992677,0.6969970169747026,3.0,0.0149890401370001,0.8428189933375111,0.7217148260168127,0.2608835586013128,0.2620190924119159,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1386273414006672,0.8764063841269712,0.705480291518298,0.4675353646933519,0.4348009856394471,2.0,-0.5066205024133914,1.1724224412094733,0.9773522787888844,0.5417561993972991,0.5574945846700352,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1479830758952282,0.935207788197426,0.7675390761533228,0.4976021198084464,0.4938471599276183,3.0,-0.7264820087766886,0.9730966944829148,0.8527166600497265,0.239017962546621,0.2476209709628118,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.9147991936186676,0.2894678991318571,0.1997789887157646,0.9593090306550623,0.951499531065678,1.0,0.3871280383134207,0.7884300498759731,0.6115534559705041,0.6528764324646386,0.5933183030474088,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6819388374425477,0.5131302972850623,0.4025897717809344,0.841940076465268,0.7927514572464929,2.0,0.4351693490064459,0.8128371423382408,0.6608585688532614,0.728676144957111,0.6719902053000902,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3991364020071976,0.759271014308317,0.5958290797704227,0.6396410107365975,0.6163741693848283,4.0,-0.291303723209968,1.217526985948256,0.9237648529755444,0.3371722047215419,0.3600350207594529,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0009567463825297,1.0131160357593123,0.827007851600647,0.5662428269895667,0.5398629711931553,0.0,-0.0152974238460219,0.9855613590410316,0.7742165680055495,0.3071197855908357,0.3312781830535008,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0563997597689872,0.9145269787027004,0.758887166879615,0.5419225033741848,0.5287929982381956,2.0,-0.1987318302871255,1.1117918498984682,0.9477669972313776,0.5867895011368907,0.6078334515960995,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2960389474993248,0.8521243259248641,0.6859009441152796,0.5875335395369201,0.5803642723137272,0.0,0.1256574872778748,0.881621978168938,0.7122016076037759,0.3851001835818092,0.4417446671145412,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0152284063624216,0.9791974785515188,0.8198030047349527,0.3219788002782595,0.2885270091237284,1.0,0.0129378832858045,1.0366331312241963,0.8784859436035157,0.4232007484469013,0.3475087070310206,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3703196973539064,0.6315560582773655,0.5123353383255004,0.6450821647679742,0.6411426665067719,4.0,-0.015755534864865,1.049954493035665,0.8691282538513638,0.5739065982019617,0.5762576587262036,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1050590381233296,0.9804120673497724,0.8087671494810549,0.5531505992185841,0.5409298097152859,3.0,-0.2490424159189881,0.8402188677986144,0.7338956121776417,0.5833206776793807,0.6287741015387993,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1025102516213187,0.8678732354328474,0.7001734063276059,0.5865428800793584,0.5490394310820474,1.0,-1.2392107684272724,1.3096327108411192,1.1457841424942017,0.4515866675630757,0.4211779546710665,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8570667891071716,0.3934913205896925,0.3052631902781085,0.9303773581032796,0.9274449686007756,0.0,0.2839589243434128,0.6951880137419812,0.539963193513729,0.5657036047011673,0.521576703624371,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8248042319040536,0.4252527731046193,0.3265899529702523,0.9198225444714008,0.9081458134791308,4.0,0.4175010981057366,0.7212435947194177,0.5765029433795384,0.6588900822936857,0.6805318219467964,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1543687375934662,0.9427024594400278,0.7779253642623489,0.6086287836189881,0.5928988961108829,3.0,-0.5106694022104259,0.8808880108747811,0.7663837640935725,0.436477975075994,0.3673397490309905,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6142465457047882,0.5670688813531873,0.448291875207147,0.796003177137898,0.7646105967082297,2.0,-0.010295628912101,1.0575354003287474,0.8263531127051703,0.4509687403721968,0.4942930212828734,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2082515652226029,0.9374675904020808,0.7582760715484619,0.5150926657178725,0.5456755811586411,3.0,-0.5444084223861689,1.0468838547442054,0.8983642075027245,0.2716728198161398,0.2744603697845504,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4343199840512305,0.7496360716257451,0.5927070255560034,0.6757252509831051,0.6765383552041392,0.0,0.5037326593942402,0.7034632657385508,0.5502683992819354,0.7229271018667252,0.6781479390175044,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.065776778290766,0.9836472795028348,0.8216667461395263,0.4936922668073495,0.5041845370203882,1.0,0.0664989068485404,0.9058200083135356,0.7306135613918304,0.5023054240050199,0.4576629026885696,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0678623397762243,1.0459276898330303,0.8364627460145603,0.3285095428031309,0.2986010882068208,2.0,-0.2857371419727079,1.0784938432064963,0.8683783323981545,0.1577663858563207,0.145537196424752,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4499367625015134,0.7459110372781993,0.5855886316299439,0.6782411502199145,0.6768043442920184,4.0,0.3536004316823075,0.7905623320409939,0.6213197258540563,0.6464405423137124,0.5977803339875762,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7432172891919668,0.5160580266939399,0.4021606529785308,0.8682293106073126,0.8678842793037815,4.0,-0.3292673697327704,0.7355782735889753,0.5724528176028555,0.412247768962378,0.3171284243995889,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8333048483460141,0.3713090726220558,0.267908917587567,0.913891496134779,0.8991578696330647,2.0,0.0943673456017093,0.8051749080714037,0.6346951981079884,0.5166491192107274,0.5083253207582942,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6702663741944714,0.5746313699418676,0.4177879322202582,0.827515713992759,0.8236420836326133,1.0,-0.6145028530627132,1.0247371750843293,0.8630883789658548,0.206096986483137,0.2086050879650199,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0971381498097263,0.9463721769255312,0.7884829040648231,0.4747294039826518,0.4606890630443744,0.0,0.1191440125164035,0.9560317168933932,0.8179574039459229,0.7164456383299421,0.6335782577368149,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1006703242428418,0.947560864335528,0.8018011985105628,0.5666049656602705,0.5586257100274997,3.0,-0.0623762720602574,1.042213327697919,0.8320630324970592,0.1423435256561202,0.2881356392057937,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6293947205745647,0.631863028346578,0.5232770487558928,0.800242942570843,0.804492354311318,0.0,0.1228195902312306,0.7700951838333276,0.6108671863573902,0.5129526185603063,0.4867349423131059,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4609071255391854,0.7168593707612022,0.5679784638807178,0.6803629964483584,0.6385329300147119,1.0,-0.3270844314178214,1.19761154940064,0.991300725787878,-0.0952864585363917,-0.0761534063376183,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0597728829151695,0.9982667763024476,0.8287392444484281,0.4194572041660844,0.427491745795297,2.0,-0.7141522483100065,0.937028294403736,0.8074141962935286,0.3610460411688893,0.4082414984546302,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0672124671561517,0.9735330087074888,0.8041651493350402,0.4553195018431545,0.4489874528188325,4.0,-1.1386881899715986,1.1191115739558086,0.985271988380246,0.3093361169361401,0.2835235785628948,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5883214567285011,0.6590028624109342,0.5356035370826722,0.7731321925638471,0.7630756950246846,3.0,0.2713221465589281,0.8113155501773995,0.6417148066891565,0.5394793559699946,0.5223068231360782,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3520586124672926,0.7637600062220332,0.6072645545177323,0.6368827117341866,0.6201232910152892,4.0,0.0405923464486307,1.1062467828619988,0.9205393801095352,0.2521223094963812,0.2309398058563674,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2007714341534852,0.934400715877282,0.7566647980231365,0.5331097361030779,0.5437593675957089,0.0,-0.4893804223435241,0.9781081377004616,0.8319845679548922,0.187473763024459,0.2601808772752654,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0928568100208698,0.9369105445259692,0.770216771487532,0.4453293107287585,0.465177936444074,2.0,0.0617163092420373,1.0215980575390258,0.8870299294654358,0.4887953867123636,0.444521538759824,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7751809624758985,0.4573253686100307,0.3468063686645194,0.8831039536657297,0.8709020627516653,1.0,0.4903937381869714,0.7931446226042448,0.6624157154689663,0.7096487805202879,0.6995806106804828,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3988205605866888,0.784489528414725,0.6324608814268184,0.6680079323263803,0.6666505135353425,3.0,0.074180367451005,0.9420783995473012,0.7230377174636066,0.4845738677661995,0.4639261191917185,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1665888807890354,0.9699006683518704,0.8081636938872162,0.5907247590865792,0.5991173639676098,1.0,0.0195265917011161,0.8047044060540762,0.6794299995690062,0.5204594027922185,0.5043512097844091,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0496706477702425,0.9134914755464382,0.7565535464286804,0.3776389719880595,0.3893028115855993,3.0,-0.257553276036125,1.1206000949792505,0.921195896334118,0.498046188708062,0.4888892472164867,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1572578692858799,0.8901193080292503,0.7376471134468361,0.5894383089961607,0.588185481706039,0.0,0.2599564747819071,0.9853907818399872,0.8162999121348062,0.6866102131783202,0.7152391546162402,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5015616361608602,0.7211933868594573,0.5665875746270885,0.7308482557700947,0.731376851297982,4.0,0.0988660556001421,0.922199251739904,0.6819865112800103,0.5570209792741435,0.563343808666336,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2532484171000342,0.8618786987849998,0.7193847078265567,0.6606749525418931,0.6415499476273601,2.0,0.0259385049383877,0.99249842803858,0.7906091601053873,0.3470081042908428,0.2970723540653729,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1701336552693856,0.9332620880554054,0.769208368233272,0.6638583868491814,0.6629771536388064,3.0,-0.6535566397990973,0.9341461437386792,0.8134076640480443,0.3510147311927773,0.2534471453127334,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0852822458187786,0.887695498415466,0.7213872465813995,0.5062916060927173,0.5074011624459092,4.0,-0.2705416667309992,1.270473525415783,1.0899391330991473,0.5493659323503218,0.5211849582078613,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6264304153514288,0.5962750449011492,0.461953887080445,0.8081927618437884,0.771901785378294,0.0,0.0821269535459896,1.0105174132470671,0.8020086025340216,0.4188369861965155,0.4787735893806319,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.253966073796023,0.8822534009368957,0.7197993998840206,0.7073312524187235,0.6918774594190954,1.0,-0.0043316792945018,0.9629827090430506,0.7363348150253297,0.3851239071219384,0.4747631202130705,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4906493870657702,0.7214311826243086,0.5730742248775452,0.7411812162705279,0.7410439918310886,2.0,0.1552010031023649,0.8972525683909348,0.6686501224224384,0.5377667147465973,0.5282643642162562,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7184735502808245,0.5550359510133133,0.4141944657318242,0.852434913267835,0.8395747004601769,2.0,0.1845509189977627,0.7070754820351663,0.5765394962563807,0.508347063142752,0.5355274951088016,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4636926324882842,0.739728283770463,0.59334828052391,0.6945895587522417,0.7063936142907199,0.0,-0.0997424557469297,0.9117400132278644,0.732437621858385,0.2110736054311029,0.0863062889216226,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1530036007779897,0.935458358526156,0.7672604740130438,0.6624724586851386,0.6688041513477605,1.0,-0.0580395786442109,0.8712705686860653,0.7638133259823447,0.3715078461553778,0.3669694736046878,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5817593917262751,0.6585090765387079,0.5306633950002266,0.7703438715109905,0.7450666622388038,4.0,0.3577093389541554,0.7071327738116495,0.575798354766987,0.6294675230360369,0.7081807081807082,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1125101618262387,0.9887756099704234,0.8229369623197926,0.5735851046891738,0.5786770163942974,3.0,-0.3169136167966471,0.8817252488919792,0.7668414774480855,0.3008242471277267,0.3026551914173909,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7543892454438441,0.5055746275983972,0.3932229101800633,0.878889721079791,0.8631266494891168,3.0,0.1274570305606873,0.6828023974233431,0.5227516961097717,0.4870452990539902,0.4992307692307692,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8880150084443585,0.3415534660668164,0.244539983106984,0.9458770353505948,0.93991115802517,0.0,0.0991621438431792,0.825960107756601,0.6685203853249551,0.3834242731284231,0.2647920979669622,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6264626013106931,0.620885726657441,0.4839470020697935,0.8131187736933339,0.8069813119845323,4.0,-0.0780519134051938,0.874355335951576,0.7558149203387174,0.4299532478586163,0.4457833516824999,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7918257056661103,0.473487162262421,0.3491580318469627,0.9060075607718476,0.9144123244452806,2.0,0.1390339919991495,0.6601586519746181,0.5145631943604885,0.5002707074321766,0.4603471841514778,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6777257497110126,0.5761488800248296,0.444460764820896,0.8318619661036828,0.8284962205005493,1.0,-0.122772299992059,1.0095880580429024,0.7763259378383901,0.2159748723455511,0.2250730673863737,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0313207904580129,0.96437861457786,0.823769006921141,0.4271205070152707,0.4166118702614742,0.0,0.0214445310191917,1.0621834110900026,0.8601282625420149,0.551353733491238,0.5513517658415032,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0256977070794812,0.9872650211275074,0.8277718536214891,0.2579454418456227,0.2683954327946102,1.0,-0.0319430494719479,0.9542839835283886,0.758015903815245,0.3535946286906736,0.3451103532976858,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.067404018077657,0.8122654123229784,0.6663673957431588,0.554056968723875,0.5168093363530978,2.0,-0.9428038630636496,1.4349212482884943,1.191356098769141,0.252095326233645,0.2610926017718507,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4709075957975881,0.6944981101616592,0.5500797698035169,0.7051333336436542,0.6825602279203474,3.0,0.2659580278744796,0.9356208292708575,0.74765062323932,0.6440291874553358,0.5950286126368477,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5259148294660183,0.6678514311874884,0.5191243094205856,0.7381438019374356,0.7171781544817837,4.0,0.6306447563975094,0.6853620551857025,0.5444651920348407,0.8219635707287933,0.8332111436950146,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6550687044153873,0.6163062754824068,0.5077564046002817,0.8223636393773794,0.8125186234357152,3.0,-0.1063747004073007,0.6988253472956167,0.5937540864061427,0.3755563210570776,0.3722242375355422,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4729407687438357,0.7069497594580035,0.559564168726215,0.7052730203247385,0.6817352550194943,4.0,-0.0255054855409191,1.0596432619150056,0.8311037522456686,0.3173775264347538,0.3287319875357543,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0715835052117904,0.935686890862839,0.7855022461994273,0.4801542768136057,0.4659317027210702,1.0,0.043584720206391,1.0642045844262926,0.8782149077545511,0.3854692684656319,0.3315127384982138,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0136614191199149,0.9899746850633382,0.8165746099121716,0.3009182048101954,0.2941780415681884,0.0,-0.2335717002902568,1.1042359136331503,0.9494870096842448,0.2078676437867639,0.2144480690380776,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1816962420949234,0.8732202726043072,0.7232634371005937,0.6624101148002002,0.6388548798279322,2.0,0.0654965211529845,1.084458544938552,0.8994006501174555,0.4365147537124834,0.4631065441390281,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.391363378047487,0.7867095682293365,0.6162636272112529,0.6443879675089141,0.6505346827107731,0.0,0.1057544634731179,0.8237897589317326,0.7063890099525453,0.5513711587906953,0.4746964569635981,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5165546673705592,0.6608667855012033,0.52550036500482,0.7480984351249844,0.7543225199424778,1.0,0.4941851837667816,0.762681722329786,0.6245662064211709,0.7344683714741895,0.7339872872436067,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1225022537082234,0.9407277029545532,0.7869995103942024,0.4869514458462551,0.4755269334211643,2.0,0.019781521572993,0.9578871407196776,0.7796544176737468,0.1759442856867338,0.2045404164363425,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1320943615073888,0.946652993341623,0.7728926169550097,0.5683187400256832,0.5640515912068087,3.0,-0.3943218693443662,0.9718183381904564,0.8854045178673483,0.3536854198497149,0.3417556490888858,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6200651890490056,0.5793116629934993,0.4584596592646379,0.7973599431592373,0.779388629953464,4.0,0.4034033052706327,0.8538126423297137,0.6821203127214985,0.650225422352323,0.649835678787693,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5809703839527859,0.6004479860984303,0.4775413672791587,0.7824279938939092,0.7695147344138071,1.0,0.102728888441097,1.0037117474484991,0.7791332581639289,0.4921586991877697,0.5296384788568369,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0030207415629497,0.981389031874914,0.786649883401805,0.3663646174531474,0.3479274104179883,4.0,-0.6049552811587953,1.208985674476712,0.983995903603574,0.2363058362110912,0.2196073904585486,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1346891508708464,0.9257857131339016,0.7679402820614801,0.6024119790137381,0.5613366139985214,0.0,-0.1482581616954601,1.0676433723448473,0.8278942131113125,0.3030353526802052,0.3210064869606094,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6435408610181118,0.5870092146547269,0.4601485113756997,0.8174961001126277,0.7891801944746385,3.0,-0.0336144642201636,1.0551028734976236,0.8346156432536933,0.2629592085077117,0.3242827880672848,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0406275409478489,0.9020155838012904,0.7402795216356005,0.2802157272371755,0.2583188187330545,2.0,-0.1275740150919639,1.1554291881822016,0.9916407781380876,0.282954555322344,0.3810194686019638,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.051007665693323,0.944532925606921,0.8001252982633335,0.4122814430552575,0.4050710680996201,4.0,0.0090071246307114,1.0566015942842746,0.8562728240443211,0.1622071915873789,0.1939994577589872,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.463641515711592,0.727044172323656,0.579328690684119,0.7109560964110364,0.6971959292628725,3.0,0.290008232499746,0.8796699039462572,0.6973798446655273,0.5470972893853032,0.6002256911872181,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.069261811224787,0.9929857559302472,0.8144338159801578,0.5609097884118172,0.5805404024842312,2.0,-0.0179075051806727,0.9578912540056792,0.7415797887436331,0.375511586001592,0.4302078935505263,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6531796940446186,0.622915964930051,0.4971674524572559,0.8173985754780444,0.8238995483934638,1.0,-0.0165928978704237,0.8000509511897999,0.6561788348828332,0.4021936902228199,0.3142635879255753,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.036192997266359,0.9549129692242224,0.7713752254668405,-0.046648110569512,-0.0119608208086369,0.0,-0.5168675621545435,1.294710564230698,1.0689487724644795,-0.2641667302160235,-0.2541868896498581,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.734462079585871,0.5145755658820526,0.4155039736111959,0.8690416042417743,0.8394129965640257,1.0,0.3538067311237122,0.799484370270292,0.6433172418957664,0.6380216025143256,0.6638032384228988,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.033226908172146,0.8967824759806537,0.722206559867075,0.3163551193736131,0.2920671527360624,3.0,-0.7001018749075854,1.3845399065566577,1.192847611178523,-0.0431811246639049,-0.0643868143017896,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0667312175186113,0.8997554813095804,0.7297021331032403,0.4326606549280086,0.420402559560509,2.0,-0.3035424290694863,1.2011871637528513,1.0068723861226498,0.2597972195559806,0.2744939933124275,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0696717728690676,0.8813577382516126,0.7112472510991031,0.4748363637799934,0.460396865816456,0.0,-0.74720144740598,1.3282081287325906,1.1271200227737428,0.4048274833451245,0.4347477496858612,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3000874353349857,0.8513507075943076,0.6894636804376331,0.6480201648176767,0.6456419656285947,4.0,0.0701369995437887,0.784891279504487,0.6957283027355486,0.6115089050021322,0.6270224125243806,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0592814060095667,0.9983454965098688,0.8238528137004121,0.5286635789340324,0.5389541242782603,0.0,-0.1077604958446587,0.8689466574400869,0.7395316453073539,0.1457563068538732,0.1543613540821171,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5576038394277982,0.6863909463002236,0.5558747193196436,0.7533247633631436,0.7453990853823931,1.0,0.4434460144382577,0.6020478878379693,0.4924891818299585,0.6945645903098148,0.655152181932662,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4949543043120173,0.6979432394542191,0.5456991127954014,0.7144619774785721,0.6815290409363584,4.0,0.2422324778825072,0.9147934661289008,0.7030703707977578,0.5646038744139922,0.5796134656421165,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5426788672781853,0.655733104673328,0.509597188219046,0.7402802315389543,0.7412924203976938,3.0,0.5292992245442588,0.7763403276358721,0.6219944604237875,0.7655222290626129,0.7045951918324859,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.638119475522088,0.6159280941635271,0.4941072492223037,0.8056346294799326,0.7857507177465191,2.0,0.330261820083981,0.7379888696872482,0.6173585092425347,0.5853243741489454,0.6239737445894481,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.024106568179939,1.0260189218755504,0.8561936589189477,0.5059420302437071,0.5252080272997817,0.0,-0.156470873985709,0.925876146922898,0.7986260769583962,0.1284554576306479,0.054913296980657,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.000362002834166,0.8179629675140121,0.6915518081560731,0.0905624784112757,0.0671609121363447,1.0,-0.7749193887377082,1.3890051303869388,1.1602174296975136,-0.11327563528363,-0.1236348653235795,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.562967801126047,0.6510421499486613,0.5203975382822001,0.7623806121419917,0.7420827718088863,2.0,0.2287801499043132,0.9751985939941104,0.766094478034973,0.5202697343578631,0.6053846153846154,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6907773692961676,0.5846916354311977,0.460239142947001,0.8415711748809283,0.8308351718920698,3.0,0.0407204740912986,0.8026865044301303,0.6638580494341643,0.3545529888489357,0.2628381148755531,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.049323553074668,1.0551514291086477,0.8708804697148941,0.3731599665036099,0.3300473166174427,4.0,-0.8933924883951023,1.1425435089552212,0.9848681669575828,0.3507437319685049,0.2740198941158294,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2437194094858004,0.8961601160733321,0.7264874949245335,0.5371069816849479,0.5458459193470014,0.0,-0.0137369798688613,0.7407379611514662,0.6330287206534183,0.3270114561725958,0.3723573172522497,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3146510407907572,0.8340110527233227,0.6653703659492851,0.5766942133819353,0.6181895692892387,1.0,-0.0995720671337612,0.9723600871647156,0.8363869723608329,0.3299167919792687,0.1918139275766906,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2680303768245429,0.8973491034332641,0.7274301863417907,0.5479671894241733,0.5736750143654922,2.0,-0.3867059577185487,0.9645928519100098,0.8104495034047535,0.3290247958201593,0.3139761441122625,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2887822811525959,0.8583461847110184,0.6904759393419537,0.5855333909670497,0.5988471219453969,3.0,0.0467551317753409,0.922700379624784,0.8008578192392986,0.3472774890337634,0.373303468783112,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2132613528530534,0.9189530379602904,0.7507342470685641,0.5290660673838545,0.5509101894846683,4.0,-0.0552382654123559,0.7907305925613151,0.6634175803263982,0.4515611918945885,0.5091195339959284,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.074281324536071,0.919028026351108,0.7490149098773335,0.4021192587785715,0.3667208492664184,4.0,-0.0895359414250851,1.0845834217752586,0.9109475244037688,0.3147839521851968,0.27963467520313,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2437562868586154,0.8837937688554898,0.7252345496675242,0.6001922557687047,0.5662745927417844,0.0,-0.1050238183638996,0.966108073852932,0.8139275365405614,0.2928640648913657,0.331503509334712,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5453683885798338,0.69623670789352,0.5452992824051115,0.7696449499683281,0.7740745320873144,1.0,-0.1740409009426253,0.8232399883613063,0.705027773976326,0.2615142649184522,0.2239895808734166,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6257866684449522,0.6289295276339583,0.4776844547126467,0.8023323198390508,0.7984084334081504,2.0,-0.0609285511854893,0.8340343510983053,0.7183073239210176,0.2605835215637282,0.1900156850592042,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6375516441612,0.6133677253398878,0.4857933691203994,0.8122222038689153,0.7965610699833529,3.0,0.0162644855588421,0.9328089430265132,0.7174802732467651,0.3104708066406648,0.3916015393038964,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6764578821150706,0.5659829711950599,0.4400727297545997,0.8242717245439194,0.8189019850834804,4.0,0.2063786889649144,0.8778663397860729,0.7492069140842983,0.4740852022612428,0.4202563656553589,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4358578311759441,0.756595727316903,0.5960724510007829,0.6731672914845673,0.6578964437876528,3.0,-0.0811020470681349,1.000596733248223,0.7696681974674094,0.2493936393795795,0.2612213525393247,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2463642381235474,0.9008384813367926,0.7331046164627617,0.5591744600488273,0.5812120784866324,0.0,-0.0944716765376074,0.7996885508173154,0.6601902377371693,0.3491646543690702,0.4188614371395349,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6363302088823474,0.6001072107927513,0.4751749782304506,0.8029343083265639,0.7936045197511395,1.0,0.213880231102963,0.8954573749238186,0.7167789937149395,0.5551178379651048,0.5231734554597226,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5986842124726809,0.6571857594324934,0.5179262669257869,0.7832437366206408,0.7731464965254751,2.0,-0.0344198827378545,0.8444161384813679,0.6921621678425717,0.3585896243189522,0.3497317560178932,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1976386486382197,0.9311400701243544,0.7599845388235635,0.5926042203747722,0.5913195635709854,4.0,-0.1156483326502042,0.8650852681932069,0.7383340808821888,0.0598587322848208,0.0670064946422097,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4631024504122925,0.7133831222741724,0.574195214946818,0.6938328686508626,0.669873968116234,2.0,-0.0865555590026179,1.1574087499942072,0.8706708711193453,0.2892017501347667,0.2556967182458312,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7595517269735259,0.4820600746321914,0.3661681719762938,0.8789911679022818,0.8716347876732073,0.0,0.2663137466477414,0.9006494828994662,0.7333372086745042,0.5458207427320872,0.5382940593391777,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7085404582621277,0.5537219873716761,0.4320841994024302,0.8463178477854065,0.8294075406562225,1.0,0.3858639132969701,0.7228349009879924,0.604233399681423,0.6222817809292647,0.5997471268766416,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6243227440113224,0.6233931120404556,0.506802204057977,0.8100596142273224,0.7901608885370975,3.0,0.3608534486130597,0.7593084858565815,0.6199082990668038,0.6015448859315387,0.5807724895593548,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1300619222844421,0.936508548007774,0.7656968484281683,0.4556910393631991,0.4753843036542849,3.0,-0.1597694316864222,1.0173778160601883,0.8914853698942397,0.0922246415384918,0.0774121293762645,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5799255964153722,0.6027904597496103,0.4640408965543653,0.7721076671682954,0.7545568004815327,0.0,0.258225891458647,0.8150302184258614,0.6021157737806732,0.5301078470531431,0.5560030824649802,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6767155657285036,0.5898424195742695,0.4666067589069235,0.832838840248605,0.8290248045796416,1.0,-0.0757489705234319,0.7300579928625913,0.5807860454092635,0.3001279911747151,0.2335559627723962,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3066724865945223,0.8538587875742535,0.6664093548910959,0.5678951624955835,0.5933195061701282,2.0,0.0606953519564527,0.8200412493217745,0.7174209602062519,0.40186053412778,0.3466604071231461,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4059090883592742,0.7706682971230552,0.6121223312663283,0.6501449574833444,0.628168172778888,4.0,-0.2541298834909511,1.1214843880398475,0.8419142881540153,0.304753930805783,0.3303973451497362,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8014955897545617,0.4487105256362336,0.3327857683488987,0.9039353028084516,0.8982190607782427,4.0,0.2504727629475737,0.8356951923564002,0.6457446410489637,0.5086465973100981,0.5176541852244755,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5945812319585706,0.626345375740606,0.480987465200753,0.7898341688476622,0.7829732547542656,3.0,0.1518861445943231,0.9715064540046257,0.8041301551778267,0.6336028812235875,0.5277552943814815,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5293289402498018,0.6889689880600249,0.5304682821443637,0.7451046130998169,0.736644018465811,1.0,-0.1251172123237385,0.9481947838392336,0.8211097491305808,0.2878757171822939,0.2623820411007753,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7563864131323179,0.5166647217418928,0.4018621860301658,0.8754803399849516,0.8663663336857111,2.0,-0.1497591150076775,0.7659197209628453,0.6205982380327972,0.2694333345488351,0.21575279261178,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6000286266079679,0.6241164790317392,0.4879690455550879,0.7923739475591216,0.756986205767249,0.0,-0.3000268760103362,1.130923755642201,0.8788593997001649,0.2531009114686395,0.3394405115112291,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5918640397327116,0.6626701264321285,0.5214172670143803,0.778426210269372,0.779562179758392,4.0,0.0633822751261175,0.8057238826743637,0.6489522947735257,0.4985272220715414,0.4993905878060302,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3659281499893607,0.8077311725310597,0.6313218918713657,0.614013811516557,0.5902164817119684,1.0,0.1587811578750881,0.8702423953480303,0.6996496790333798,0.4283819472521849,0.5173187484204405,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1951992140848037,0.8081803681176443,0.6661955492788082,0.4991973083464716,0.480553576044381,3.0,-0.3101914028614265,1.2207350152331118,0.9885035986270546,0.3864060259053334,0.4606762006319865,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0828357978767826,0.917563045197316,0.7538969786183818,0.5367051951043529,0.5137762843790861,2.0,-0.0225564813720671,1.1297405405388985,0.9177097440252496,0.1953767447843042,0.235777335885251,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.344646618055568,0.8111865688082212,0.6368866679933336,0.6077283065318175,0.6190001773833601,0.0,-0.1860408563497493,1.0481771728803695,0.9048408683977628,0.2009886971575764,0.2123618458812302,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3236452158089299,0.8255275841618802,0.6671385303648507,0.6545642623318699,0.6367064434200224,4.0,0.226989442885411,0.8577767361901256,0.733151169334139,0.5729532647878098,0.5083493209908858,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.797323256684164,0.4476794358797847,0.3420631478299628,0.8970045904936206,0.8916682493069705,3.0,0.5195776747948533,0.7090308640062283,0.5977793795965156,0.7283010120070391,0.6628396533076069,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.709921175391057,0.5584160647940433,0.4311667592140936,0.8484347876609231,0.8428704026309402,2.0,0.1694639592053948,0.724453597115276,0.5993132066726684,0.4515684562941888,0.4621495123174879,2.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0095884645922114,0.959630844529485,0.7740673733105625,0.1959699087968928,0.1699034339507033,0.0,-0.2370549727154089,1.101597544240429,0.9056291131106292,-0.1830585797225257,-0.1634766307479765,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4248584445171924,0.7698229490718378,0.5907370255674634,0.6651157167997258,0.6620897030102804,2.0,0.1181271095375425,0.9057086273776568,0.7738225022646099,0.3500801720301151,0.3804461564515715,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0390207914923469,0.9361752494366224,0.781478945152669,0.3987018338207156,0.3590927868306409,2.0,0.1384266152763862,1.037533516587526,0.8818708526386935,0.7142876053715957,0.7136745607333842,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7449700520211375,0.5122932416632626,0.4026905645247429,0.8702068316848786,0.8561714368400305,1.0,0.3444740159584981,0.7597309128241484,0.5902585429114264,0.5878890607458626,0.5498518118071686,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2930942130263656,0.8444282469814139,0.6859169505220472,0.6462877818081655,0.6397341978532478,0.0,0.0826580406280838,0.9084047217816884,0.727280828555425,0.3086029115510928,0.370911719409251,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0302200596741401,0.9902666709739376,0.8320929128473457,0.3560513674434244,0.3337303753100685,3.0,-0.0054726553632387,0.9890380252803668,0.8056242360566792,0.0387757231511807,0.1025500735960609,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1105540283159319,0.8277584989785769,0.6869604912522721,0.4125280385341391,0.3983429854563202,4.0,-1.015862489119589,1.4249543593172165,1.1731338082189149,0.1638539426799727,0.2098932971005967,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6175982839873375,0.644001172811674,0.4925052385434617,0.8001942451395785,0.8031237717335241,2.0,0.2039830008879116,0.6213261142875522,0.4837949742403898,0.4989225020139031,0.469720206512449,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5214716522573635,0.6945522912113826,0.5536772240698338,0.740159164814557,0.7046573718395376,3.0,-0.1447415481602465,1.0346262122148195,0.800169679671526,0.1492030677693226,0.2154247714494115,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5670305718085937,0.6734649341097809,0.5346562174364186,0.7718550221586067,0.7332911642292649,4.0,0.3345059168981112,0.7583506649351773,0.5937173447889441,0.6166462462598906,0.6025884720127536,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5788962735323789,0.6821099247755331,0.5529193280083793,0.7864295770424059,0.7811437362824324,0.0,0.2880575416765123,0.6688773113019736,0.5550055802785433,0.5645642863837574,0.4816427613184712,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1497602356307229,0.9583692273304556,0.7938367668298575,0.5642410236774762,0.5720271171181756,1.0,-0.0915642555519433,0.8369245474280286,0.7030118016273745,0.4643492231660951,0.4712771071838955,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0430832365120097,0.9931561548332672,0.817616448492374,0.3697741112080726,0.3635561609697836,0.0,-1.7822601682056538,1.136819947328471,1.0258368029738918,0.23806487879172,0.1564301835494191,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.101143575502315,0.9823754805438804,0.7973993292721835,0.4476841901787496,0.438481254113597,4.0,-1.2463059217244197,1.0365940480952405,0.900694166689503,0.1754521511575544,0.2478824382741457,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0975547275515535,1.000541755888056,0.8245488824635527,0.4739251543925356,0.4717259407750063,3.0,-0.6672551917966238,0.9420771866391792,0.8180894445939496,0.3355411820621846,0.2861369182740293,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6099631867660845,0.5876026481784773,0.4466474595353321,0.7937315992742987,0.7888365857699233,2.0,0.5093643798037746,0.781936751258041,0.6192467303178748,0.7308722419373643,0.7498724398676091,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.007705569985261,0.986730772831574,0.8260117189586162,0.2972603675160055,0.2870251813683578,1.0,-0.0260231645391124,1.0515700507844654,0.8684997770190239,-0.0551232803333858,0.044715121547529,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.36657827556675,0.8200121957133516,0.6540347187550037,0.6203189682367842,0.6455339229641269,3.0,0.0374734415388828,0.8470655753790917,0.7264976261791428,0.3583783773717038,0.3011764746462984,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1531552301156413,0.9086976320441272,0.7487043424705406,0.518445853273444,0.5291631004519602,0.0,0.0972380406996188,0.9968669281574912,0.83203678909101,0.4397800771029166,0.4366382166657194,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4374297711602702,0.7664284071110837,0.5984268935624655,0.6809944740049076,0.6776908934502777,4.0,0.1370469980394669,0.8252825783449763,0.6754931267939116,0.4080404135259727,0.4592657445184677,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3254969752302933,0.8327620035137405,0.6710083115565313,0.5837398667927377,0.5781230492440026,2.0,0.463604075970645,0.6733519471725673,0.5493336455445541,0.7691937502648881,0.7186559673622591,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5070348096029698,0.7053440001800829,0.56352391907147,0.7252599923238778,0.7026955986689104,1.0,0.3765510660350308,0.7783692804668187,0.6139801891226517,0.6217701183536709,0.6190293821160285,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.757213692224417,0.5045243040590864,0.3648890527502282,0.8736703244071368,0.8568307018700666,4.0,0.4294055371011778,0.685614279864428,0.5554055049544887,0.6573623355711079,0.5539808556175735,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7456262136796281,0.5059307515071542,0.3697762368096934,0.8673291578673494,0.844864312893322,0.0,0.6266583927693563,0.6000473956210298,0.4833351790904998,0.7926524914719795,0.810855174382141,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4114863154224961,0.7445618840693757,0.5981792231658836,0.6639178676637623,0.628928792738221,1.0,0.0968806700324278,1.047759704529129,0.7994410083168431,0.3816906507485718,0.4192154079700381,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6546931138146073,0.5948951115150001,0.4716313193835221,0.822840822829898,0.7825009042844181,2.0,0.4372662947292172,0.6941573127220367,0.5800289899424502,0.6841916623178697,0.6375971112813218,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4170820575503055,0.7734018153165703,0.6341779816924751,0.678516896071152,0.6608533505393771,3.0,0.1631664639985648,0.8750035931408698,0.7028366413869357,0.4497670905209352,0.5234186943138186,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6102115855986945,0.6436892541268273,0.5125295072948778,0.7843741816040212,0.7892360185318439,4.0,0.1198524155188575,0.8101410696795887,0.6640803187771847,0.4904491655394439,0.5004377355419386,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5075262336244016,0.7134669323698719,0.5645333446001077,0.717757510854731,0.7130632510348214,1.0,0.1755273190385706,0.8502287739233375,0.6865148908213565,0.4907889027628223,0.4916005538194666,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0309991952831503,0.9870933283877636,0.8139759757302024,0.5337912866909449,0.5374396219168893,2.0,0.0177072483164525,0.9900856851708784,0.8484916436044794,0.4319665881064506,0.4738454832487632,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1013772871959324,0.942873637893692,0.7785749088634145,0.5338951289103356,0.5516315668829632,3.0,0.1284838908070562,0.9542175439460946,0.8238118161653218,0.6975190457179355,0.5665043505771045,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.632224395704455,0.6240340342956945,0.4949747026044053,0.7984854127357954,0.7874317565485369,0.0,0.3686418900065912,0.7007677288550939,0.5926012531079745,0.6309383576072719,0.5972860617948613,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7742125054199144,0.4862277690476539,0.3528610461408441,0.8890631925519789,0.8763893208447412,4.0,0.403561100841351,0.6980734967109005,0.5635588913214835,0.6442520421937012,0.6397111132844799,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1625601744163127,0.8908564402168144,0.7386224370807796,0.5870073071286909,0.5734723923342783,1.0,0.0324374163909891,1.0878432856196207,0.9172724304701152,0.2917725104245546,0.2445562971878761,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1507529870690211,0.9644244809718584,0.8014757618346772,0.6205652180716713,0.6144397989072765,0.0,0.0417184038725682,0.7704766139498909,0.664824511628402,0.4088395867058415,0.3707391809455728,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6373023015811556,0.590669765210595,0.4701620098677548,0.8094907993293549,0.7920014530112086,2.0,0.3504304710973774,0.8735888433540248,0.6995618199674706,0.6048562524558351,0.5955793850530693,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5837906041690271,0.6612822375781788,0.5117373571922254,0.7734093128571592,0.7686772231239324,3.0,0.2927811812509729,0.7566974611971545,0.645013313795391,0.5680458898944551,0.5595010130385812,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5899665469195841,0.6491158122180406,0.5097672932333761,0.7838120832201307,0.7772871746782866,4.0,0.4905468530156053,0.6768241689438339,0.5365278075870714,0.7227484592125563,0.7576735799489804,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0807667760389302,0.9726416580359478,0.7954549388761645,0.5750842424087534,0.5558716428353061,0.0,0.0832252549563342,0.908894082867571,0.7920097197984395,0.486156445481109,0.4141176526386602,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.577878646053442,0.64638499416062,0.5131677618584075,0.7688568816744088,0.750970570411838,3.0,0.402861349468762,0.7701844019302139,0.6419626850830881,0.6644262445608123,0.6368562669790983,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1320156326411088,0.8865756333563154,0.7499352053233556,0.5330873976261999,0.5035832698917249,2.0,0.0860408988318851,1.1321332121967724,0.927520908180036,0.4823532992068967,0.531925371480646,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5825824549011043,0.6632940689089082,0.5240429001040273,0.7752948696875415,0.760214405053952,1.0,0.355349305638775,0.6989252281305824,0.5684690974260631,0.6159744676248365,0.58538988476855,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8208882374175865,0.4344952761944112,0.3092467658860343,0.9099700493631212,0.9014602626431382,1.0,0.1093449234974638,0.8428079868758359,0.6563910314911289,0.4792428872159889,0.4723392676502266,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7968325250321107,0.4596704504484304,0.3116379234543094,0.8945813965055186,0.8853472269354575,2.0,0.4081203992253944,0.7074323121929857,0.5539970067300295,0.6647018130637794,0.5943638930974006,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0562911447825799,0.9818394323707074,0.8118616317773794,0.4858063853186988,0.469958597971425,0.0,-0.056770337289087,0.912141286588508,0.7798887822502539,0.2264703038205434,0.2258576356173737,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7240081115898784,0.5419005778300128,0.4452911943893927,0.8615107764698,0.8379835497252646,4.0,0.1222169505941517,0.8156455539079306,0.6931088150802411,0.4350040151819641,0.44093023849925,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7055629897623796,0.5506940836965015,0.4117115382095436,0.8500679213027866,0.8512953473242968,3.0,0.1517282585563596,0.866587884457192,0.710843439541365,0.4641320480642549,0.4773212241099728,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0177332622930039,0.9965215482438492,0.8188270582781211,0.4463461690708108,0.41677653962951,3.0,0.0087644738561188,1.0414330171639927,0.8474389617066634,0.1516400090052282,0.1610113922183972,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2697028959540608,0.8697101318390602,0.6956770738378747,0.5490394647168136,0.5413798688580176,4.0,0.2859293236225733,0.7823415571705936,0.6377710530632421,0.5625951022269686,0.5680674142134711,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5322122104804428,0.690937490194395,0.566365377995875,0.735680033477059,0.7301641548867552,0.0,0.5017830862007239,0.6776718231282707,0.5046646934433987,0.7507894331699464,0.7063136010504432,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4998466274388656,0.7182258674725465,0.5703686350816256,0.7135289995778609,0.7120420146258338,1.0,0.4131464430173519,0.7229709068593326,0.5877038870987139,0.6581683924960309,0.6225310508852903,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4183377018821101,0.7619627345335289,0.6136442324867496,0.6539496374169822,0.6651272336082161,2.0,0.3132275520578161,0.8316291599248739,0.5953043145882456,0.5612097763428872,0.5294664914021772,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.772217569968754,0.4739791243335914,0.3763282793063622,0.882557602910305,0.8677373253466898,0.0,0.3832483033719374,0.8068713808398872,0.6306724331253454,0.6254741718600186,0.6423685459106152,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.04285294995026,0.9509333862692632,0.7912386417388917,0.3898972481985981,0.3604639703365926,1.0,0.002901895172107,1.1139039350573732,0.9670783963956332,0.1326073433288455,0.0757277308101949,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5010460088793619,0.6656821165024587,0.5372934721661852,0.7395256875140181,0.7307030708586801,4.0,0.3052410973562723,0.9839977941163698,0.8079989693039342,0.55852188843943,0.5752750174316226,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7005167774904998,0.5355079062049891,0.4257547862731017,0.8417311321611367,0.8339185002819162,3.0,0.3060599191229108,0.9022616597174636,0.7648549794523338,0.5749358747658182,0.469905890316441,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0772624532303075,0.9417657581795588,0.7809085917163204,0.4575829848900671,0.4790733097288664,2.0,0.102275576610198,1.021510206138691,0.8589070046575447,0.5237330689799822,0.441696312380981,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3937018624069479,0.7503305651393302,0.6108272767995858,0.6690224664787214,0.6377785232132644,2.0,0.350561687931787,0.902508613850808,0.6738212995780143,0.6529870835507466,0.6911418733330098,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0424891381047179,0.969878519856642,0.8042877613414418,0.3973951079558388,0.3728356040267694,3.0,-0.0705920824510644,1.0635610767834631,0.8370447823875826,0.2043095792130855,0.209990699006657,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6572336151814047,0.6119991566409779,0.4760461469284899,0.8165452144099488,0.8019547817034829,4.0,0.0756731430111204,0.7701234336288384,0.6484264562004491,0.5142674526828459,0.4971813620864668,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6170165399276657,0.6190985328008538,0.4881566981680981,0.797476242297537,0.7870188358013268,0.0,0.4339738131440046,0.7543753051957541,0.6190380662365963,0.6770663456180216,0.6698402316317967,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.1699956192742853,0.945686273673199,0.7662509899944454,0.5153364271998948,0.5200512600049002,1.0,0.0653915451444573,0.8077953528780444,0.7181870072766353,0.2972287994076989,0.2221857468390779,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.8291680238839062,0.4048557108598509,0.28622027067395,0.9157625710175682,0.9040566102112216,0.0,0.4329717429689986,0.8181997544121655,0.6529072787887171,0.6634186944292801,0.6066973115776312,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.8237907066333228,0.4308832170395743,0.3209977649249039,0.9101979951660164,0.8925309310298986,4.0,0.4595003775443812,0.6539999364580492,0.5393820640915317,0.7039616230340578,0.6847636095977521,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.134041994465067,0.9000776007865268,0.7584208959728092,0.6462357020055811,0.6047739261841512,1.0,0.1182666165029662,1.041157824901234,0.8532151849646318,0.6072058889449069,0.6404027177763885,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.1542271156446724,0.9288987506820484,0.7734000988440081,0.632566330974719,0.5971746112875758,3.0,0.1312122184438862,0.8949708142386869,0.7426142993726229,0.5428646120216349,0.6070256109886581,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6578703006844273,0.5748865891748337,0.4498161706057462,0.818999018002202,0.7866156154524502,2.0,0.5314287977648596,0.7323481203801262,0.5880726644867346,0.7762146424288621,0.7916826372061491,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0461636659667986,0.9383642191523678,0.7808671014959162,0.382492440819338,0.3784862360634012,3.0,0.0140057301732147,1.1453758599909607,0.954328277989438,0.1984781133584578,0.187787263107362,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6333462923818097,0.6113727460320106,0.4597395191099735,0.8046276478649353,0.7919199559796766,2.0,0.4472743496788585,0.7180314520162034,0.586590688291349,0.6760601694885235,0.6588595977036149,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6091330124889186,0.6492447954046568,0.5336392600969835,0.7936188414147713,0.7734589421052416,1.0,0.2987807225398546,0.7021554127466952,0.529250297483645,0.5648978717319626,0.5598117678162774,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6452454740354341,0.5863486156146157,0.4694126365014484,0.8089649147443745,0.7886116957366957,0.0,0.2932791493030166,0.8229391897138598,0.6377264717378114,0.6493074095141472,0.6796892139626024,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6094286276691303,0.620957581723062,0.4781237875718575,0.7897956178454811,0.7800333859173307,4.0,0.4329077200548384,0.7542676837466369,0.599296642165435,0.7187495596094319,0.6562705226426867,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.766359480855093,0.4841402965100473,0.373703561819993,0.8822588980735415,0.8575733059769797,1.0,0.4571387289649973,0.7395785134224891,0.6369836425781251,0.6828083452998223,0.6364184146126636,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1469930927303646,0.9183963227237,0.7523943262905269,0.5766184166867941,0.544952995485724,3.0,0.1305799270201518,0.9582723079270584,0.8454855487221165,0.5170160258384111,0.4670350721002669,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7924358904138069,0.4626368143111614,0.3469349684808161,0.8939888688360567,0.8827905968770128,2.0,0.480478622019213,0.6708447088372091,0.5004221399206864,0.7748365934999901,0.7316405997755258,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1939443822633605,0.9242352071316132,0.771391878623467,0.6076466642814522,0.5997305561527214,4.0,0.1003785538466643,0.8331963690324624,0.6920539333945827,0.3419341203676492,0.3424350251338181,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.178082273484888,0.9135830174593538,0.7574721823110209,0.5621224111231443,0.5752104221237595,0.0,0.1554941851647924,0.8924162175964273,0.7604724708356356,0.6151153859951697,0.6428806107825638,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.680667548602377,0.5880728454113293,0.4640962085321352,0.8293861090233431,0.8261358173604088,3.0,0.378297765035913,0.6109126154093629,0.4519217791055379,0.6772919172387925,0.6766621158205169,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0812796795811358,0.9422788527055388,0.7769455352696505,0.5754181763565407,0.5539802439453462,2.0,0.0727833712564575,1.0347047361265076,0.8749202896419324,0.5651130436701514,0.5823712871878212,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0705954929438871,0.9835273742663276,0.8104247475908949,0.5655093418895238,0.5649994133034458,0.0,0.0888489279352524,0.8641706079254375,0.7191723841115047,0.5054421924104137,0.4732465258781048,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6501549487926249,0.5864290914914879,0.44901480417747,0.8097946964724252,0.8122439564877783,4.0,0.309067692100332,0.8600092473388614,0.6552057419325176,0.5606318766564563,0.5330852561341025,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6591828347878608,0.5794844191986108,0.4457665531201796,0.8187983193980026,0.8122396444796988,1.0,0.38328774977567,0.8093889865826244,0.6485985029371161,0.6423497716153977,0.6330250587727957,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6557042895388039,0.5827664786433217,0.4736898568233886,0.8198899353448766,0.8072868154555389,0.0,0.3574397652228832,0.8259688730197753,0.5953186724060459,0.6111606655303738,0.5631429230480682,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0316827724864031,0.9800813003868806,0.8211294442337829,0.263047241086725,0.2865296514274353,1.0,-0.0663279333072344,1.050996268071975,0.8782813752324958,0.0559507543866505,0.0290108962895283,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.69722293660718,0.568012696120301,0.4519436520879918,0.841871755969895,0.8301646555683831,2.0,0.2703521248127615,0.7298085805607128,0.6194214685025969,0.6059824873802468,0.580168559373233,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8318668836192282,0.4119746103511545,0.3125167627303631,0.9166886914181964,0.9067974907491088,3.0,0.0762568825337752,0.8980210906029703,0.6962207021211322,0.5861021603615065,0.5877332174907529,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.76949082122015,0.4771433370409441,0.3328963173674298,0.8803422402179131,0.8805283060578541,4.0,0.4079597927508677,0.777963156495972,0.6236974568116038,0.6982623978808514,0.691945725307605,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0602435441687118,1.0023416012714337,0.8355746270464611,0.4507402009652729,0.4443221364124662,4.0,0.0695592049355642,0.8269945141882687,0.697715519854897,0.454796770324115,0.4492476120723309,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.634425396557651,0.6165831943128938,0.4978457158881348,0.8022220344429056,0.7911710761558631,0.0,0.4061049931389658,0.6898254232483311,0.5784380600326939,0.6444530114781644,0.5460216832131785,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0606120407395577,0.9968579624940648,0.8319949742725918,0.5035562362783818,0.5062798255531037,1.0,-0.0540001380404948,0.8904684226539831,0.7693721520273309,0.3639855865166255,0.3795820111609585,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5898629184724473,0.6238037438899812,0.4919793137946686,0.7792697145538401,0.7660952795250483,2.0,0.5519636386787743,0.7414794323356787,0.6263216711972889,0.7628611872052429,0.7082125085831602,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.0316609386660925,1.0003911770072655,0.8416123554304049,0.3270596144742833,0.3417027637270071,3.0,0.0416935597807041,0.9073810260745744,0.7444410022936369,0.3112059576828836,0.2690013716135905,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0200025669604931,1.0038025580577896,0.8289028581396327,0.3973993986402117,0.3715653345163534,3.0,-0.3830487659657031,1.0468940849634594,0.8828685938684564,0.2889401832899865,0.2633911477378965,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0570260240104666,0.9324394893525784,0.7449319255506839,0.537421142712738,0.5703486777938757,0.0,-0.1860507378499463,1.2099076287620487,1.0144725779483197,0.2934166479219049,0.2663456807619611,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0348979116887379,0.9716710563345512,0.7904531988230618,0.4354788086450755,0.4153921480044739,2.0,-0.0478667726378827,1.0776455705506036,0.8693495087874564,0.0766483987170603,0.0771630303061822,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.0681573950956891,0.9622965507537592,0.8213277209888805,0.4417997780839064,0.4182140501324856,4.0,-0.0179207074657732,1.0190563960923351,0.7735480903324328,-0.0133865474888875,0.1074574603567155,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7236278792371512,0.5357529597344555,0.4245799910325508,0.8562879114686159,0.8454066916622899,1.0,0.4932627077310269,0.6619205800483842,0.5321448515590868,0.7030172616137985,0.6198555500562771,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.545465665662213,0.642099402600141,0.5094566669402183,0.745728106163519,0.7387232718206823,2.0,0.2776662795813394,0.946524755507304,0.7359744925875413,0.6113303499781161,0.5959286560624888,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4953316552445825,0.6988993263906573,0.5527475156102862,0.726457448612744,0.7041230503675239,3.0,0.3688415558947734,0.849674027573051,0.7031736627377962,0.635899690062645,0.6307726017196008,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1010732574273788,0.9586796375186036,0.796110278321551,0.5177591555466703,0.4927647911704983,0.0,0.0211155659137585,0.9395634475752404,0.7251320782460663,0.4553905509846129,0.4964709751918723,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",-0.0688368289533774,1.0228261366688682,0.861793016830048,0.1225060580382669,0.1092486333740569,1.0,-0.0259401106872081,1.053460635859692,0.8855003964273552,-0.0716068332306012,-0.0458499754475191,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.675631004365636,0.564718240081795,0.4436435776252251,0.8277690469426597,0.8218780630112833,4.0,0.3878172270357475,0.7887162609527104,0.6817591854224079,0.6398554863909989,0.5828865302549512,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7737181658522514,0.4870823879575222,0.3920673957583191,0.8870352835904894,0.8728318244724873,0.0,0.487754112169283,0.6494218019131759,0.5116936718790155,0.7069901249736225,0.6272364182939855,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0983389531078102,0.9455483198130022,0.7668626672261721,0.5304938727056543,0.530064839673319,2.0,0.0596127679117268,0.9937245364138858,0.8557617663082325,0.5099288552619851,0.5026263982821176,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0156086660228019,0.9794723146270068,0.8311458974070364,0.2294566958507898,0.262317787130126,3.0,0.0870957089844721,1.011443052804951,0.8324778662229838,0.4683896471117253,0.4594594594594594,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.762262723969237,0.5083556711150049,0.3627947901905357,0.8745178945654557,0.8688973979917728,4.0,0.239796075292782,0.7114427418621401,0.595261410537519,0.5479873410844618,0.534829008574295,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0138572818958346,1.0104878273000073,0.8408746567020168,0.1966366667789828,0.1762227446289031,1.0,-0.0352820460709979,1.0041909605039971,0.8758378914782877,-0.1560560043337589,-0.2103189804537753,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4464317754980169,0.7434587978318083,0.5895988609883692,0.7030502767665523,0.7045785376691697,4.0,0.4438517002479294,0.7116395415352292,0.5897863753218399,0.7311130798674105,0.6321203915541495,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6483430537556286,0.6044450620665767,0.4638082676661479,0.8082016732210587,0.7977209012922514,3.0,0.1521374733116354,0.8552139360082931,0.7154949135529368,0.4915966341478176,0.4581874152455546,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0369623289734062,1.0040476500557476,0.8326473639228127,0.3787917612506301,0.3508750314247452,2.0,0.0235400939314976,0.9009148346400933,0.784037564679196,0.3067930288318545,0.280242928689968,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4116505254839895,0.7335755585769808,0.5818147177510448,0.6781504968793071,0.6730665763817532,1.0,0.29716074325649,0.9548068696675986,0.7916493779734562,0.571416437966966,0.5421317607423495,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0286690051428718,0.9772337149988298,0.834139413957472,0.4477083681605039,0.4177231518495979,0.0,-0.0271009764796306,1.0569016816497352,0.8333667910726447,0.1944579608102793,0.3336798950568908,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.1155450891345972,0.9575583948320436,0.7827995884882939,0.543704025103247,0.5436225184274237,3.0,-0.0393612591760399,0.944051103390943,0.7811442255973816,0.2646413447413424,0.249726418654429,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6437054932222139,0.6118532170177359,0.4846508865232591,0.8111735733735501,0.8175841586348155,0.0,0.0962161933568602,0.8034447417383775,0.5966693762729043,0.4493916332865198,0.3059917961886083,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7052277038246199,0.5243882469163623,0.3992942220359654,0.845725515847423,0.8409552811459267,4.0,0.4490825164093389,0.8436247465694775,0.6901390532325756,0.6730569072792916,0.7725307901628707,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.740737858308566,0.5072054693191764,0.3926658183258849,0.8653547767362236,0.8602954533027749,1.0,0.2857019546054102,0.8529884708683246,0.682947661751195,0.5592308934693274,0.452456505088084,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.0603353610203838,0.9753897784614478,0.8184427615574428,0.4503275631355085,0.4464849895282649,2.0,-0.0585326773646028,0.9957087192537748,0.8279182318637247,0.3032231011158943,0.308037424545982,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5057466221582458,0.6933679667561394,0.5479380204615654,0.7315437524949017,0.721395267016968,3.0,0.0623420044013643,1.0104769410177543,0.7520895856305172,0.3881503779477623,0.4144045757572073,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.402379712817896,0.7461063746403088,0.5885396382406161,0.644888303250376,0.6100740894157285,4.0,0.2782490617540744,0.964597724865202,0.7496665131418329,0.5326773168065487,0.61190764298354,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.554050193306632,0.6566171259309408,0.5155386218157681,0.7519414719124862,0.723556245271062,1.0,-0.10871305069833,1.1044065063271038,0.8720015466840643,0.2514732395144187,0.3459560113523466,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7282534273251757,0.5308589980277726,0.4012965230972736,0.8651707697961906,0.8727684665368793,0.0,0.224295124476606,0.7755485785252287,0.6376847122844896,0.6607652531213408,0.652842371169211,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7711985192007608,0.4852290350198359,0.3496431262926622,0.8809160573548567,0.88712654690163,2.0,0.2018240239752949,0.8488771328935597,0.701488158075433,0.5313823640349946,0.4814227151050387,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4837949337095647,0.739658250954279,0.5686116625426652,0.7184322412564811,0.7216633909311442,2.0,0.2466194866577694,0.7645947436988382,0.6155368492477818,0.4973325972773963,0.4365287835287105,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.695400221492926,0.5661881912672017,0.434135504264336,0.8451933437494016,0.8398146428330818,4.0,0.2054233645631015,0.7988445839296652,0.6531254975419296,0.4556123800482042,0.4467910495279732,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8162922189400976,0.4226021586001629,0.2699114206472001,0.9048904589958052,0.8909272386100848,0.0,0.2584739840261607,0.9107476012567132,0.7253397113398502,0.5607126098679193,0.5146640433531025,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6503800386518002,0.5777237986279572,0.4592830278966334,0.8165669617692133,0.7977044717989985,1.0,0.2845838854782039,0.9262286208282952,0.691779285606585,0.536783576216981,0.5152427722018933,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4572058832911547,0.7275065443795287,0.5922197539156133,0.6940026248092523,0.6912128575471662,3.0,0.1332015265026618,0.9854232404376904,0.7538014966563175,0.3812961104976748,0.5109433166947981,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5744209939690501,0.6524662783753111,0.5124335233576885,0.773215180256216,0.7656439586655993,0.0,0.481925084781263,0.6922364825686456,0.5463957689310375,0.7071832171531386,0.6764062198523338,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1655076969861818,0.9048845276092584,0.7576304204123361,0.5802636259441443,0.5729177793831646,4.0,0.125103096148296,0.9744198806302996,0.7718636921832435,0.4513509794751221,0.4626833032738501,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.444895680334185,0.7485053722211156,0.5999726919384746,0.6817274021332167,0.6754569864613307,3.0,0.3643322075972078,0.7728198798282343,0.6258303351151316,0.629686517427019,0.5759150853944951,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0422763041965723,0.9756343470446022,0.789027179649898,0.436441877149998,0.4305751345712264,2.0,0.0943253692395793,0.9700630631133385,0.7850552808611017,0.7287348921545184,0.72171153857404,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5611111513886002,0.66034199997859,0.5323724265686878,0.7565212237969989,0.7347674083798567,1.0,0.5300756765777994,0.7012851972195682,0.5126428093408283,0.7303449504234688,0.7801007425836284,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6686748166222646,0.5791974331905324,0.4027963872079725,0.8348355680335688,0.8512601459551415,3.0,0.3248717040924824,0.8091146592586566,0.7006306002014561,0.5735382846747447,0.5372072695769465,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8113398034379653,0.4256511362979381,0.3081589752358276,0.9047385620004036,0.8899757918050443,4.0,0.3680381442515326,0.8555463881358009,0.7465521331209884,0.6125923333013409,0.5719914842271042,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7480350486432966,0.520734061158001,0.4103861533356951,0.8729719014209808,0.863641181047236,1.0,-0.235694843032741,0.865394562943229,0.704236280980863,0.443408941416922,0.3996498163566936,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5361778597378628,0.6632653491852222,0.5280983731963418,0.7526431842627013,0.7475020974230898,0.0,0.3831432002657153,0.8707080040366167,0.6615892230836968,0.6664430149810618,0.6905230945264886,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7726857098590558,0.483069393218259,0.3671509600459756,0.8821039078732636,0.8709856560747676,2.0,0.2731830142870768,0.8144938864308267,0.6404430994234586,0.5562364145690161,0.4681293435906611,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6719612735639948,0.5825312601163022,0.4535654599945267,0.8265442369061871,0.781975949426911,4.0,0.4306271618082552,0.7024073704454683,0.5573831827389566,0.6851776826329153,0.7138323527093955,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6657305218868572,0.5991887179060613,0.4804481297963625,0.818598633331839,0.809098400394754,3.0,0.0643335487983739,0.7972920923846748,0.6944590765551517,0.4248775454476423,0.3752462268036972,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3514245989034016,0.7805312686550867,0.6189317837938085,0.6118162575301189,0.6097344992492552,2.0,0.2785208107429761,0.9552127498608636,0.7982190805987308,0.5449717246350205,0.4966898294899511,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5851220139104562,0.640560480358023,0.5084232807469059,0.769513343058896,0.7555814779037319,1.0,0.414816452803851,0.7855627249690945,0.6618790869336378,0.6641783184377993,0.6086671080437923,1.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",-0.039973698963182,1.0422588034806752,0.8743041192711174,0.2215896451849429,0.2167939133648785,1.0,-0.1324865806888573,0.9743712143354792,0.7886636892117952,0.1977758262160117,0.2019041377815169,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6441687010646495,0.6136423797400096,0.4857033882822308,0.810022897417872,0.8173842472594091,2.0,0.4184860927081256,0.6754193195150163,0.5659855232740704,0.6475710825848451,0.5902823410262885,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.125761106121637,0.8809257196337673,0.7134941643863529,0.439488566707847,0.4214388107945933,3.0,-0.1080587638981911,1.1290098771904278,0.9374644289518655,0.614315846385948,0.6170934595934817,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4649273985500513,0.7587256092038124,0.6122946140363619,0.7190851297424495,0.7152822733849388,4.0,0.3144365915424624,0.6800295915559599,0.5204767581036216,0.6074562158067808,0.6522928907497582,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6212468635264692,0.6217000492717798,0.4977762581775714,0.7919943602669159,0.7679866730410259,0.0,0.3195508208591742,0.7971358082665401,0.636970228395964,0.5761556808339756,0.5479317170038239,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6844423275905431,0.5635701471195833,0.4222580058543712,0.8437651682112024,0.8525048307585728,3.0,0.24974488405377,0.8618707557523507,0.6958220402817976,0.521239845640266,0.4387894872304747,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.104169962498696,0.9245977662056416,0.7682005036651315,0.4752636345287002,0.4707813308603696,2.0,0.0802827550235891,1.0522955236532423,0.9265598512950696,0.5176674610874046,0.379821634315845,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.617962171309269,0.6447047645811124,0.5135385716425909,0.8160414282949078,0.8089339936205387,1.0,-0.0207397114691783,0.8151310133042685,0.6552787547362477,0.3678281809186849,0.1749124437559475,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7643525904136188,0.501928813150559,0.3763010521600773,0.8816293876336412,0.8775677186701255,4.0,0.0986342865573924,0.7527145950916236,0.5944410862420734,0.5166214596991306,0.4493816458755885,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7293151925386177,0.5105956082747742,0.3848194320635362,0.8672858964179962,0.8678096768522878,0.0,0.0845663026541413,0.9968212604656292,0.7786415633402372,0.4439882218092557,0.319400372031951,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5947299762668974,0.6316836045782397,0.4915449737263964,0.778372745101849,0.7704181136463244,2.0,0.4064763424496136,0.8002144326953585,0.6235403570375945,0.6397846657507555,0.6385423544472363,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6773886401251106,0.5815415807478796,0.4594440012473565,0.8323813418447126,0.8012368076480013,0.0,0.2730034949221435,0.7572617632985057,0.6343357941978855,0.5331724326329903,0.5286136338767917,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6072441850925151,0.6306191075279491,0.4905683281514552,0.7912947945076285,0.7763754332178583,3.0,0.4135763955967293,0.7542301109244435,0.5980421351759058,0.6589005485204731,0.6013679971589424,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.0264279473466011,0.9818619003699516,0.8097730946231199,0.3414130346082853,0.3414328799199034,4.0,0.0515503640007312,1.0027731492680847,0.8849886028390181,0.4380366581017518,0.4820002188423241,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2077418316284761,0.8946344302207299,0.7329354308487533,0.5578817235567074,0.5689758852158572,1.0,0.1674389871146937,0.8764040853985137,0.7051697708431044,0.5254454597301066,0.5340411846591163,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0687999304120231,0.9729698775716316,0.8103685854007672,0.4732039990993913,0.4606635246596456,0.0,0.0610921495191189,0.945897437752798,0.8106639397771737,0.4404017416362242,0.4137478331648821,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7289393050082273,0.5222923096108192,0.4022971351580186,0.8655810054102415,0.8603912221892304,1.0,0.3122424780934948,0.8268858092939108,0.6206996989250182,0.5979349694619684,0.5613612745722514,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.49098663244692,0.6998147871001632,0.5445462619174609,0.7406098881139986,0.758129333929026,3.0,0.377916642401256,0.8524566399776089,0.7038493269368221,0.6514501702822904,0.6490124209528312,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1307242925457464,0.9261433914179252,0.7508277645358792,0.4981901146500758,0.4869109908907873,4.0,0.0725308540603549,0.9875716577565938,0.8296568146504854,0.506297127401311,0.4843510644016226,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7028437690981176,0.5273668743001001,0.41112262617458,0.8558674906041536,0.8385658407581992,2.0,0.3797333636500983,0.8593776106351406,0.6868013991807637,0.692769111860071,0.6876778329642559,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5851835299711026,0.6388525724669455,0.5012632755025641,0.7737924801427755,0.7602769047644798,0.0,0.3466760390475933,0.7099376238889024,0.6056985782322131,0.6829402534916886,0.5439124560291071,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5759978184169122,0.6321735557907938,0.5065397858619689,0.7698285539400734,0.7440205305054651,1.0,0.4487220782849231,0.8217655028214144,0.6147754807221262,0.7085957702048647,0.7061012407041849,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",-0.0077408605121673,1.0143713719468357,0.847160861832755,0.1358771264697417,0.103206366792497,2.0,-0.0145369578371807,0.9684913320628212,0.8350057975869432,-4.6057545740033415e-05,-0.0073332241567577,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0102146776928377,0.9887429830319452,0.8289292307643147,0.3220795622893243,0.3119560282335792,3.0,-0.0531912316251128,1.0606970209869004,0.8627550790184423,-0.2199731095470946,-0.2891381707905233,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0081855843086214,1.0285345680340692,0.8634330289394825,0.1748291201627232,0.2010025236794306,4.0,-0.0805850367745786,0.8949714689589358,0.7317981840434826,-0.0885866974805331,-0.0403808275563033,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",-0.0398512527195122,1.0330723125944674,0.8770369839358639,0.0806955341774675,0.0531392910517122,4.0,0.0307600194100148,0.9331887524261652,0.7585030257074458,0.2226452218863784,0.2502735843394738,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6221013606729375,0.5967942264984795,0.4660905854423325,0.803005146351401,0.7945753060833026,3.0,0.4115370604547262,0.8478290889257443,0.703385359613519,0.6534136390382395,0.5968156708610253,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6504555748323696,0.6103897310474585,0.474708455019183,0.8223542016731296,0.7995748049872339,0.0,0.2622345117055521,0.7304449007937975,0.5795371977906477,0.5458155612132839,0.590752401940668,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5265538146023092,0.6706696415015234,0.5292409049071275,0.7633050881238451,0.757115232700807,1.0,0.2392849013504884,0.9539686137282788,0.7863509887143184,0.5021389264597979,0.4853359626347032,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.637301813711422,0.6261965392021037,0.4948284799866862,0.8142295645650472,0.7962205846211267,2.0,0.4163973210115126,0.625962765432372,0.4998100636821044,0.6746247403318703,0.6199047993083441,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7285964795489179,0.109347152270873,0.0799335718048169,0.8535787467792942,0.8468876475077493,1.0,-0.658225192997989,0.2143324177028918,0.1752206472616461,0.2613970135818262,0.1404101218488104,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7285964795489179,0.109347152270873,0.0799335718048169,0.8535787467792942,0.8468876475077493,2.0,-0.658225192997989,0.2143324177028918,0.1752206472616461,0.2613970135818262,0.1404101218488104,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6629083963522169,0.1214975403909791,0.0920361011225427,0.8141919352688581,0.8170115499184225,0.0,-0.4692665905554865,0.173665568437248,0.1381630812644169,0.5929982107919397,0.5416960551382684,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6672974109625508,0.1214890462049029,0.0925057160207052,0.8168828408467967,0.8197646457403076,3.0,-0.6076313644026268,0.2009579073395343,0.1565383772863247,0.2760130312661769,0.4005918525402309,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.724621900327926,0.1178130729978906,0.0848693908301297,0.8512474689319374,0.830086566369146,4.0,-1.7537762955829228,0.3264171945878859,0.2904953800672817,0.5747579083487098,0.5912272097073362,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6590096749448628,0.1227767954163185,0.0934827591333791,0.8117942001670013,0.8148576903408402,0.0,0.3408420419713203,0.1536522011423378,0.1094308912791076,0.6619361605575562,0.7322787746527619,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6629083963522169,0.1214975403909791,0.0920361011225427,0.8141919352688581,0.8170115499184225,1.0,-0.4692665905554865,0.173665568437248,0.1381630812644169,0.5929982107919397,0.5416960551382684,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6129803006713797,0.1289498787699724,0.0992317397980532,0.7829307192321212,0.7586567586254871,2.0,-1.319114778903312,0.2831310517274596,0.2329377455950924,0.3950107110623348,0.5474630296877824,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6425569980080157,0.1237424472800611,0.0949907201282485,0.8015965985789905,0.8007942790217012,3.0,-1.498498946369355,0.1596462277188424,0.1395226529196004,0.5922028603324996,0.6405221044132807,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7285964795489179,0.109347152270873,0.0799335718048169,0.8535787467792942,0.8468876475077493,4.0,-0.658225192997989,0.2143324177028918,0.1752206472616461,0.2613970135818262,0.1404101218488104,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7141275299150436,0.1127923786550184,0.0828979293016617,0.84506079424541,0.8416113501312656,0.0,-0.3095957619614797,0.1983600502798465,0.1564639670250487,0.5467314150564064,0.558499507782986,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6397363174249682,0.1249327741629452,0.0957480425242453,0.7998352488887838,0.8002793894087905,2.0,0.2380616277098365,0.1589316835087981,0.1188854884576176,0.5075886843956348,0.5396096660373552,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6397363174249682,0.1249327741629452,0.0957480425242453,0.7998352488887838,0.8002793894087905,3.0,0.2380616277098365,0.1589316835087981,0.1188854884576176,0.5075886843956348,0.5396096660373552,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6639706874863744,0.1221705345263535,0.0927674630943421,0.8148440363170675,0.8211079148769717,1.0,0.3335015077078397,0.1552062420338427,0.1149167827390444,0.6392975652811599,0.6214497845767829,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.664574574962091,0.1153505241474885,0.0867928558538252,0.8152145183256492,0.829700664998083,4.0,-0.3827801757172453,0.2958342280777821,0.2403476151657916,0.43287023250653,0.5117942481730485,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6582072631212317,0.1074354362881543,0.0793767073841842,0.8112999251118838,0.8116916627186186,2.0,-1.006419179940231,0.2557511822261517,0.2140680678249933,0.5390116987931522,0.5643389824994196,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6038759821558712,0.1301852634786819,0.1004965471546328,0.7770947091182531,0.759564327090058,1.0,-1.4354243082070144,0.2915120180286485,0.2413884754148434,0.4219495926952874,0.6126189480269004,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7285964796222426,0.1093471522561019,0.0799335710452069,0.8535787468195641,0.8468876475077493,3.0,-0.658225192997989,0.2143324177028918,0.1752206472616461,0.2613970135818262,0.1404101218488104,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7141271968487578,0.1127924443614638,0.0829032571647954,0.8450605816777574,0.8416113501312656,4.0,-0.3210926620285947,0.199228845989918,0.1573198813830573,0.5477568931632496,0.558499507782986,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6417924594755544,0.1181405963619907,0.0896236864346408,0.8011195910507162,0.8119113880366609,0.0,0.1189312209094253,0.2845250080455097,0.2315336175136689,0.4694406579342124,0.5333604935054927,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6936005763458656,0.1171756088430175,0.0878664551121816,0.8328269537093246,0.8402761712219727,3.0,-0.6599776362083476,0.2245804365315577,0.174423593634162,0.4453518329172472,0.434988206206266,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6417924594755544,0.1181405963619907,0.0896236864346408,0.8011195910507162,0.8119113880366609,4.0,0.1189312209094253,0.2845250080455097,0.2315336175136689,0.4694406579342124,0.5333604935054927,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.595453415107103,0.1312453377315506,0.1013435295037001,0.7716564618413224,0.7464876963233744,1.0,-0.2987211111563335,0.2095210977754953,0.1792638968167115,0.5379000415943425,0.5869738677955748,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6507950125519992,0.117590507201683,0.0888116049951951,0.8067187852220654,0.8192462904408103,2.0,0.0657993755149081,0.2681033216794918,0.2001511959535799,0.7196297925407164,0.7562963593349891,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6496693891510164,0.1243876535003309,0.0948860244919147,0.8060208013908781,0.8090602033915724,0.0,0.0601669273043626,0.1778177061117479,0.1226034691999933,0.7181721608450641,0.7933722063533458,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7071506096425229,0.1136326885555115,0.0841042451207201,0.8409225886394441,0.8356047439505567,1.0,-0.1360273106451168,0.1948652145160006,0.1590108117091482,0.6369055525026969,0.6404777345365633,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7071506096425229,0.1136326885555115,0.0841042451207201,0.8409225886394441,0.8356047439505567,4.0,-0.1360273106451168,0.1948652145160006,0.1590108117091482,0.6369055525026969,0.6404777345365633,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6936006269145181,0.1171755991735919,0.0878650942224406,0.8328269801873358,0.8402806518356191,3.0,-0.6591157041027209,0.2245221230281939,0.1743603021161443,0.4453265703212642,0.4322554236023734,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6397363174747306,0.1249327741543169,0.0957480411383486,0.799835248914944,0.8002793894087905,2.0,0.2380616277098365,0.1589316835087981,0.1188854884576176,0.5075886843956348,0.5396096660373552,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.623548360930317,0.1280834100351632,0.0981673210130901,0.7896509216694653,0.7711833896170972,0.0,-1.2979934025071225,0.2830774142651649,0.2334054974567085,0.3593159666414235,0.5151309026750823,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7285964796989852,0.1093471522406423,0.0799335721162279,0.8535787468543656,0.8468876475077493,2.0,-0.658225192997989,0.2143324177028918,0.1752206472616461,0.2613970135818262,0.1404101218488104,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5439825885754112,0.1370482493250941,0.1080323189411083,0.7375518972535751,0.7072093015669836,3.0,0.2979474299023708,0.1579610245452957,0.1332534925026991,0.6785039143844939,0.7553935546197533,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5716461159283912,0.1263376427325603,0.0975533230343349,0.7560729632880209,0.7503615134843875,1.0,-0.5986290060755881,0.2815801090000366,0.2367490026947025,0.2852356169186265,0.4183559409537513,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6250224880682407,0.120952668937776,0.0923623776241975,0.7905837400743378,0.8032003614625185,0.0,0.1830747558662228,0.2435109635906181,0.1735507020555038,0.7895757086376874,0.8045467106228167,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6645745750945253,0.1153505241247169,0.0867928566118477,0.8152145183916862,0.829700664998083,4.0,-0.3827801757172453,0.2958342280777821,0.2403476151657916,0.43287023250653,0.5117942481730485,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7244920827684449,0.1102935371528528,0.0809212118201132,0.8511711151573659,0.8435980731652875,3.0,-0.7400666752213669,0.2249744105131578,0.1805871789753393,0.3953291013437624,0.2341632414532611,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5684824980676445,0.1342501161781293,0.1054661807962959,0.7539779424365509,0.7276215252511945,2.0,-0.3451488322647444,0.2115781022646042,0.1802441428785814,0.5948115917809395,0.6598156507557226,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7071506097853918,0.1136326885277932,0.0841042454913089,0.840922588714745,0.8356047439505567,1.0,-0.1360273106451168,0.1948652145160006,0.1590108117091482,0.6369055525026969,0.6404777345365633,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6129803005456408,0.1289498787909196,0.0992317403284185,0.7829307191879792,0.7586567586254871,0.0,-1.3191147733675217,0.2831310513895388,0.2329377425741148,0.3950107083782292,0.5474630296877824,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7285964796989852,0.1093471522406423,0.0799335721162279,0.8535787468543656,0.8468876475077493,4.0,-0.658225192997989,0.2143324177028918,0.1752206472616461,0.2613970135818262,0.1404101218488104,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6129803005456408,0.1289498787909196,0.0992317403284185,0.7829307191879792,0.7586567586254871,4.0,-1.3191147733675217,0.2831310513895388,0.2329377425741148,0.3950107083782292,0.5474630296877824,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7071506097853918,0.1136326885277932,0.0841042454913089,0.840922588714745,0.8356047439505567,0.0,-0.1360273106451168,0.1948652145160006,0.1590108117091482,0.6369055525026969,0.6404777345365633,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6417924595541645,0.1181405963490275,0.0896236843118801,0.8011195910848173,0.8119113880366609,1.0,0.1189312209094253,0.2845250080455097,0.2315336175136689,0.4694406579342124,0.5333604935054927,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7244919293381853,0.110293567864064,0.0809221783360097,0.8511710495290153,0.8436111386973795,2.0,-0.7493883363518496,0.2255762075936604,0.1812240942054498,0.3982827201570034,0.2341632414532611,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6250224880682407,0.120952668937776,0.0923623776241975,0.7905837400743378,0.8032003614625185,3.0,0.1830747558662228,0.2435109635906181,0.1735507020555038,0.7895757086376874,0.8045467106228167,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3303615216017534,0.1724638563170887,0.1372724158453016,0.574770888752023,0.5684744962922053,4.0,-0.0130553102526111,0.1913489910556077,0.1448329723548747,0.3680104981029637,0.3443649545479059,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3350972931255482,0.1726125217195588,0.1370640219654036,0.5788759319370694,0.5794316649406962,3.0,-0.8752792628204162,0.2387007473137499,0.1845863285101728,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3596002664284154,0.1660663952180767,0.1336439636749084,0.5996668763756212,0.5831392006507976,0.0,-0.0434214753882669,0.1911103782955475,0.1507268001788716,-0.2068917996341087,-0.2340265538232409,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2546504289859593,0.1812846878125379,0.1452304575078083,0.5046290875671815,0.3877415943016673,2.0,-0.7574233978233331,0.2423695943221002,0.1985322321984382,0.5110779907685681,0.4630031309029934,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2783294113542184,0.1783073484975019,0.140902394775803,0.527569431126158,0.4157488236004589,1.0,-1.1143889430683092,0.2420240632811318,0.1965764772187964,0.2102063436269139,0.2017332814898806,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2807713493774472,0.1678573224915986,0.1331141987116416,0.5298786660727162,0.5480027251640781,2.0,0.1847022748598215,0.2364667257575915,0.1876623094563664,0.6055592545170694,0.4060560025551511,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3350972931255482,0.1726125217195588,0.1370640219654036,0.5788759319370694,0.5794316649406962,1.0,-0.8752792628204162,0.2387007473137499,0.1845863285101728,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3037270308720654,0.1747142123647129,0.1400151708875248,0.5511143982169158,0.5457121144593924,0.0,-0.501005804204296,0.2003923915130211,0.1769753502887239,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2822829277309761,0.1780162554844,0.1411257277411124,0.531303127532886,0.4331627524912912,4.0,-1.0197724611497767,0.2423825783037433,0.1966141249459369,0.2893338356572703,0.2853236860070973,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2959678387165756,0.1619674199531031,0.1303621258420169,0.5440293661307523,0.545621830180318,3.0,0.0501225651680937,0.2170510613102584,0.1616024835403083,0.3984981734735917,0.1443046348898792,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3313577899333156,0.1659509237885507,0.1346127153620259,0.5756369303125886,0.5427263049457399,0.0,-0.0086769924916314,0.1893394811083339,0.1479900966820498,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2418050669835096,0.171878769460282,0.1373949969253899,0.4917368401432992,0.5047151672611767,2.0,0.3421795381430915,0.2458494422549654,0.2024917740482449,0.8029545359545911,0.820456254846787,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3129540287747664,0.1745829914913264,0.1394551111051116,0.5594229944360345,0.5559800238696648,3.0,0.0091975449915315,0.1577630890545518,0.1208370355457834,0.3328966072536058,0.3214158524142052,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2625260638805485,0.1777414175434943,0.1438221330615908,0.5123730295987405,0.4974800372289921,4.0,-1.1055931310015308,0.146556911193873,0.1277490486896292,0.1015416439471208,0.0608998457205862,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3313577899333156,0.1659509237885507,0.1346127153620259,0.5756369303125886,0.5427263049457399,1.0,-0.0086769924916314,0.1893394811083339,0.1479900966820498,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2959678387165756,0.1619674199531031,0.1303621258420169,0.5440293661307523,0.545621830180318,0.0,0.0501225651680937,0.2170510613102584,0.1616024835403083,0.3984981734735917,0.1443046348898792,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.0984662135292834,0.1741596946564612,0.1365502892397578,0.3137934947096691,0.3082581617517318,3.0,-1.4147314653114118,0.2857956374095661,0.2416317710540982,0.0849673580290958,0.0184369589721881,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2786691395492744,0.1781801595897017,0.1417275683182747,0.5278912672767462,0.4123274751621856,2.0,-0.7124736606405373,0.2395973951789123,0.1904167397372102,0.4096042269155613,0.3890232410669264,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4258034805066575,0.1733285207519674,0.1401168479536844,0.6525362870167425,0.5745484079402845,1.0,-0.1860518461782692,0.2172265191298996,0.1704387516535452,0.4855843929556108,0.5217811059040538,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2783294113542184,0.1783073484975019,0.140902394775803,0.527569431126158,0.4157488236004589,4.0,-1.1143889430683092,0.2420240632811318,0.1965764772187964,0.2102063436269139,0.2017332814898806,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3303615216017534,0.1724638563170887,0.1372724158453016,0.574770888752023,0.5684744962922053,4.0,-0.0130553102526111,0.1913489910556077,0.1448329723548747,0.3680104981029637,0.3443649545479059,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2959678387165756,0.1619674199531031,0.1303621258420169,0.5440293661307523,0.545621830180318,3.0,0.0501225651680937,0.2170510613102584,0.1616024835403083,0.3984981734735917,0.1443046348898792,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2736677717986091,0.1697419707947658,0.1344438104540359,0.5231326984981118,0.5395243876144854,2.0,0.0571966041623955,0.244276909746803,0.1936521569038176,0.5978140497528717,0.5785485343455693,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2956847391992121,0.1754745536102762,0.1410239007312095,0.5437690754361488,0.5370416541335309,1.0,0.1531979920862433,0.1465682041722962,0.1190593979736696,0.5048316177333951,0.5464069491041489,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3037270308720654,0.1747142123647129,0.1400151708875248,0.5511143982169158,0.5457121144593924,0.0,-0.501005804204296,0.2003923915130211,0.1769753502887239,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3361137836512698,0.1681304754391814,0.1356343663764867,0.5797532820653315,0.5512857082042285,1.0,-0.2443833866535696,0.2050911465397022,0.1559427638273071,-0.1472800427003813,-0.1798828001580286,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2736677717986091,0.1697419707947658,0.1344438104540359,0.5231326984981118,0.5395243876144854,2.0,0.0571966041623955,0.244276909746803,0.1936521569038176,0.5978140497528717,0.5785485343455693,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3313577899333156,0.1659509237885507,0.1346127153620259,0.5756369303125886,0.5427263049457399,3.0,-0.0086769924916314,0.1893394811083339,0.1479900966820498,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3054459264261746,0.1749164822025905,0.1398628099778657,0.5526716694128581,0.5453959828174612,0.0,-0.0753112754647307,0.1787159713246506,0.1582835323136409,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2786691395492744,0.1781801595897017,0.1417275683182747,0.5278912672767462,0.4123274751621856,4.0,-0.7124736606405373,0.2395973951789123,0.1904167397372102,0.4096042269155613,0.3890232410669264,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2958117110566797,0.1746668711939302,0.1403637577314276,0.5438858041506224,0.5302233013042276,0.0,-0.113032652827812,0.1920898925070144,0.1504777747539282,0.0363710925232999,-0.1284462865225478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2786691395492744,0.1781801595897017,0.1417275683182747,0.5278912672767462,0.4123274751621856,2.0,-0.7124736606405373,0.2395973951789123,0.1904167397372102,0.4096042269155613,0.3890232410669264,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3310816183765738,0.1733264214255274,0.1377394536200901,0.5753969822246863,0.5739176697955135,3.0,0.039260160504588,0.1794978180323158,0.1406806135122771,0.311403945343109,0.3017102757798022,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3534704008184864,0.1666666126152854,0.134476703762898,0.5945338490850549,0.5657808736450776,4.0,-0.0570390972629928,0.1911489452653713,0.1519944743057989,-0.0834317034303128,-0.1191738259714367,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3350972931255482,0.1726125217195588,0.1370640219654036,0.5788759319370694,0.5794316649406962,1.0,-0.8752792628204162,0.2387007473137499,0.1845863285101728,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3054459264261746,0.1749164822025905,0.1398628099778657,0.5526716694128581,0.5453959828174612,0.0,-0.0753112754647307,0.1787159713246506,0.1582835323136409,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2659094830515138,0.1692340123901852,0.1346875216157926,0.515664160975877,0.5282147780305607,4.0,0.2365733394282833,0.2354024736350881,0.1740926100459221,0.6906675071439574,0.6947148615144252,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2736677717986091,0.1697419707947658,0.1344438104540359,0.5231326984981118,0.5395243876144854,3.0,0.0571966041623955,0.244276909746803,0.1936521569038176,0.5978140497528717,0.5785485343455693,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2822829277309761,0.1780162554844,0.1411257277411124,0.531303127532886,0.4331627524912912,2.0,-1.0197724611497767,0.2423825783037433,0.1966141249459369,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3037270308720654,0.1747142123647129,0.1400151708875248,0.5511143982169158,0.5457121144593924,1.0,-0.501005804204296,0.2003923915130211,0.1769753502887239,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3054459264261746,0.1749164822025905,0.1398628099778657,0.5526716694128581,0.5453959828174612,0.0,-0.0753112754647307,0.1787159713246506,0.1582835323136409,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3350972931255482,0.1726125217195588,0.1370640219654036,0.5788759319370694,0.5794316649406962,1.0,-0.8752792628204162,0.2387007473137499,0.1845863285101728,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2822829277309761,0.1780162554844,0.1411257277411124,0.531303127532886,0.4331627524912912,2.0,-1.0197724611497767,0.2423825783037433,0.1966141249459369,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2862286253749744,0.1703995018482778,0.1388740384202938,0.5350034725297899,0.5085517603679011,3.0,-0.2341709829819898,0.2040625443977523,0.1546431060354552,-0.2905693050195859,-0.3256583017906261,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2786691395492744,0.1781801595897017,0.1417275683182747,0.5278912672767462,0.4123274751621856,4.0,-0.7124736606405373,0.2395973951789123,0.1904167397372102,0.4096042269155613,0.3890232410669264,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6994335267851253,0.1254036047309261,0.0936091590284104,0.8363216167015084,0.808180095689229,0.0,-1.5607990664302158,0.319189618392814,0.2796471192530915,0.6112731919615804,0.6424346440409718,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7141265667280501,0.1127925686699236,0.0829063192873013,0.8450602286980976,0.8416015509821967,1.0,-0.3088284607984346,0.1983019315067598,0.1564104906596181,0.5466121318940452,0.5586864170440075,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.639736279784731,0.1249327806894137,0.095748349375822,0.799835230373153,0.8002793894087905,2.0,0.2374672922265908,0.1589936572387954,0.1190882579100132,0.5073569714444368,0.5396096660373552,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6629084079913509,0.1214975382934392,0.0920343387483723,0.8141919575954373,0.8170115499184225,3.0,-0.4418169547839468,0.1720356626526444,0.1360416776256777,0.5844628118171092,0.5416960551382684,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6250224744823256,0.1209526711289109,0.0923613909662796,0.7905837323307896,0.8032003614625185,4.0,0.1809787319914364,0.2438231572852067,0.1737582557507703,0.7868956377252725,0.8031987076720798,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5439825107029193,0.1370482610267177,0.1080312260133705,0.7375518263215252,0.7072093015669836,0.0,0.2974953685427104,0.1580118730053027,0.133254715752568,0.6780251492384608,0.7536396957817922,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6417924042461418,0.1181406054696096,0.0896248617051183,0.8011195568552107,0.8119113880366609,3.0,0.1295933955660999,0.2827981910050813,0.2299527476182629,0.4805549563707292,0.5333604935054927,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6719575239836308,0.119923282591381,0.0906978819444407,0.8197302383284368,0.822746597520746,2.0,0.0004742362513898,0.1635260848291987,0.1313739212800595,0.1794048716635126,0.0747663855129059,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6719575239836308,0.119923282591381,0.0906978819444407,0.8197302383284368,0.822746597520746,4.0,0.0004742362513898,0.1635260848291987,0.1313739212800595,0.1794048716635126,0.0747663855129059,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6417924042461418,0.1181406054696096,0.0896248617051183,0.8011195568552107,0.8119113880366609,1.0,0.1295933955660999,0.2827981910050813,0.2299527476182629,0.4805549563707292,0.5333604935054927,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5715526095691829,0.1320193251371687,0.1026220917746651,0.7560111178773052,0.7292913629898734,2.0,-1.0179480276742543,0.2609339689365534,0.2001324474100498,0.5260524814521734,0.6504582834391649,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5954533146500758,0.1312453540269738,0.1013464565619413,0.7716563629935842,0.7464876963233744,3.0,-0.2991008859204411,0.2095517298367527,0.1793191541735826,0.5377733249110966,0.5869738677955748,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7071520606841462,0.1136324070354358,0.0840934185913071,0.8409234322123865,0.8356047439505567,4.0,-0.0828698332474189,0.1902514876897025,0.1537671670010207,0.6352827475526568,0.6403552408912927,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7141263532026139,0.1127926107935964,0.0829068332329743,0.8450601012434132,0.8416014421027626,1.0,-0.3177989635417289,0.1989803360703537,0.1570912332379922,0.5474712374793667,0.558499507782986,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7244917832951576,0.1102935970966096,0.0809255182232466,0.851170965246645,0.8436111386973795,0.0,-0.7769066188625844,0.2273434677772628,0.1831982431294978,0.4014419754423378,0.2341632414532611,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6719575240174287,0.1199232825852032,0.0906978819776786,0.8197302383432133,0.822746597520746,2.0,0.0004742362513898,0.1635260848291987,0.1313739212800595,0.1794048716635126,0.0747663855129059,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6767410157278145,0.1193309244586168,0.090021871380837,0.822642778318383,0.8287478969724406,3.0,-0.022308833612135,0.1742558322994446,0.1484256658918428,0.3260714812815354,0.4457101002699912,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6397362798314628,0.1249327806813109,0.0957483479899253,0.799835230397236,0.8002793894087905,1.0,0.2374672922265908,0.1589936572387954,0.1190882579100132,0.5073569714444368,0.5396096660373552,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6038758333036667,0.13018528793865,0.1004993165014639,0.7770946129215975,0.759564327090058,0.0,-1.435436813448527,0.2915127664451559,0.2413897943551671,0.4219438115243977,0.6126189480269004,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6645746417011118,0.1153505126719401,0.0867955962782366,0.815214584504506,0.829700664998083,4.0,-0.3826334390293646,0.2958185311191322,0.2403575448106668,0.43299058853768,0.5117942481730485,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6250224745144692,0.1209526711237268,0.0923613900682185,0.7905837323469564,0.8032003614625185,3.0,0.1809787319914364,0.2438231572852067,0.1737582557507703,0.7868956377252725,0.8031987076720798,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5741627221214003,0.133877283176028,0.1036003346410149,0.7577354206967476,0.7281401707149846,0.0,0.3810600734964552,0.1490969419202449,0.1166661943330798,0.6594175821911342,0.7263946955348246,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6936006330244642,0.1171755980052856,0.0878658028789997,0.8328269801154905,0.8402761712219727,4.0,-0.6585598224669456,0.2244845071522875,0.1741204536076447,0.4433961184733553,0.4560136386934491,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7244917833725449,0.1102935970811194,0.0809255174626665,0.8511709652891718,0.8436111386973795,1.0,-0.7769066188625844,0.2273434677772628,0.1831982431294978,0.4014419754423378,0.2341632414532611,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6467956049533188,0.1178719265222088,0.0898000014284508,0.8042361585627129,0.815099221740609,2.0,0.0457414003641353,0.2637328803420936,0.2024393476460542,0.3911646048900489,0.6155330985011924,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6994335268614322,0.1254036047150076,0.0936091578725726,0.8363216167419218,0.808180095689229,3.0,-1.5607990664302158,0.319189618392814,0.2796471192530915,0.6112731919615804,0.6424346440409718,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6526434229660767,0.1248332958635315,0.0942047310213262,0.807863624256717,0.7937102786167288,1.0,-1.3312390987118508,0.2876431467162512,0.2423383429253069,0.308593008898077,0.4516575170111678,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5716460514746531,0.1263376522374735,0.0975552125210115,0.7560729311819532,0.7503615134843875,2.0,-0.5995113262737222,0.2816578035575634,0.236818426104192,0.2847342264533201,0.4176887777912546,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6672977243817289,0.1214889889811133,0.0925023204476463,0.8168830215655021,0.8197599927953672,4.0,-0.5996127633557486,0.2004561083264243,0.1567104954333449,0.2750004321262865,0.4005918525402309,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6582078398139717,0.1074353456524333,0.0793760484084164,0.8113002965427656,0.8116785971865266,0.0,-0.9204865391470176,0.2502144854605137,0.2097597094195176,0.4799458562025566,0.4090770843736947,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6614115452811604,0.1216652827199906,0.0928337950580061,0.8132722290896074,0.8148860502033591,0.0,0.3530324615071529,0.1281120770605742,0.1035463940916341,0.6735870156062616,0.7801716245103073,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6639705199899238,0.122170564974781,0.0927681933648484,0.8148439490514471,0.8211079148769717,3.0,0.3331576796483512,0.1552462701667835,0.1150564952071915,0.6406769969045241,0.6235475468509242,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7285961202028446,0.1093472246602376,0.0799361154862163,0.853578515007479,0.8468876475077493,4.0,-0.7147587616227076,0.2179553951084224,0.1778735971120942,0.2817612075238688,0.1446746444611187,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6417924043729282,0.1181406054487018,0.0896248580303463,0.8011195569138367,0.8119113880366609,2.0,0.1295933955660999,0.2827981910050813,0.2299527476182629,0.4805549563707292,0.5333604935054927,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7141265669370928,0.1127925686286843,0.0829063155251462,0.8450602288079323,0.8416015509821967,1.0,-0.3088284667774725,0.1983019319597048,0.1564104923411728,0.5466121342516501,0.5586864170440075,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6129799803410128,0.128949932134896,0.0992351631285812,0.782930538503498,0.7586567586254871,0.0,-1.31917539152728,0.283134751674525,0.2329787129057775,0.3950351456216508,0.5471909242822965,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.685031446453255,0.1187863267592013,0.0892089292916415,0.8276663548173069,0.835689763394156,4.0,0.1393365895817342,0.1569741209901978,0.120952724351846,0.510921170174929,0.4944765993514926,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7141265669370928,0.1127925686286843,0.0829063155251462,0.8450602288079323,0.8416015509821967,3.0,-0.3088284667774725,0.1983019319597048,0.1564104923411728,0.5466121342516501,0.5586864170440075,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.685031446453255,0.1187863267592013,0.0892089292916415,0.8276663548173069,0.835689763394156,1.0,0.1393365895817342,0.1569741209901978,0.120952724351846,0.510921170174929,0.4944765993514926,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6397362798892979,0.1249327806712828,0.0957483464072313,0.7998352304176246,0.8002793894087905,2.0,0.237467291506685,0.1589936573138483,0.1190882562801987,0.5073569939688123,0.5396096660373552,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6639705199899238,0.122170564974781,0.0927681933648484,0.8148439490514471,0.8211079148769717,3.0,0.3331576796483512,0.1552462701667835,0.1150564952071915,0.6406769969045241,0.6235475468509242,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6994335270497798,0.125403604675716,0.0936091542642173,0.8363216168389469,0.808180095689229,0.0,-1.5607990664302158,0.319189618392814,0.2796471192530915,0.6112731919615804,0.6424346440409718,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6608131178160245,0.1239978124442239,0.0932054062760708,0.8129042285009582,0.8041958036382905,1.0,-1.480389282721131,0.2974865810179596,0.2520036718760488,0.2685043798238434,0.4260410327284222,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7244917834660947,0.1102935970623942,0.0809255164547039,0.851170965332894,0.8436111386973795,2.0,-0.7769066188625844,0.2273434677772628,0.1831982431294978,0.4014419754423378,0.2341632414532611,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6629084080468894,0.1214975382834303,0.0920343349837257,0.8141919576097865,0.8170115499184225,4.0,-0.4418170653654389,0.1720356692498618,0.1360416975035939,0.5844627418939706,0.5416960551382684,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2783294113542184,0.1783073484975019,0.140902394775803,0.527569431126158,0.4157488236004589,1.0,-1.1143889430683092,0.2420240632811318,0.1965764772187964,0.2102063436269139,0.2017332814898806,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.1042835539955963,0.1739207546179397,0.1372805724321829,0.3229299159988454,0.3214924184205701,2.0,-2.606030082534644,0.3428636840444723,0.3010370181972153,0.3297783038182016,0.2307042007025248,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2783294113542184,0.1783073484975019,0.140902394775803,0.527569431126158,0.4157488236004589,4.0,-1.1143889430683092,0.2420240632811318,0.1965764772187964,0.2102063436269139,0.2017332814898806,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3303615216017534,0.1724638563170887,0.1372724158453016,0.574770888752023,0.5684744962922053,0.0,-0.0130553102526111,0.1913489910556077,0.1448329723548747,0.3680104981029637,0.3443649545479059,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3361137836512698,0.1681304754391814,0.1356343663764867,0.5797532820653315,0.5512857082042285,3.0,-0.2443833866535696,0.2050911465397022,0.1559427638273071,-0.1472800427003813,-0.1798828001580286,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2418050669835096,0.171878769460282,0.1373949969253899,0.4917368401432992,0.5047151672611767,4.0,0.3421795381430915,0.2458494422549654,0.2024917740482449,0.8029545359545911,0.820456254846787,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3266295055311857,0.1733096753445895,0.1379537051462749,0.5715151413672994,0.5742154928488307,1.0,-0.2573637374637412,0.1869196312122133,0.1651406502929032,-0.1442634616974803,-0.1353329904901916,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2959678387165756,0.1619674199531031,0.1303621258420169,0.5440293661307523,0.545621830180318,2.0,0.0501225651680937,0.2170510613102584,0.1616024835403083,0.3984981734735917,0.1443046348898792,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3054459115858938,0.1749164840712785,0.1398628713393235,0.5526716572198255,0.5453959828174612,3.0,-0.075320766804537,0.1787167600498822,0.1582844636362155,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3145082929285886,0.1747854107753997,0.1393026824205688,0.5608104341939271,0.5559765498955775,0.0,0.1663429680807774,0.1507905202818347,0.1210808191005511,0.457799523898021,0.4347572319497407,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2776359173633315,0.1792964374253242,0.1422073643033156,0.5269117764886542,0.4374223425537826,4.0,-0.9712621857314436,0.2433648068019443,0.1999976487407949,0.3718867523068355,0.3448602539303295,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3037270308720654,0.1747142123647129,0.1400151708875248,0.5511143982169158,0.5457121144593924,1.0,-0.501005804204296,0.2003923915130211,0.1769753502887239,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3596002396334661,0.1660663986922666,0.133643767445242,0.5996668571498434,0.5831392006507976,3.0,-0.0431088822370626,0.1910817492747052,0.1507394727886246,-0.2068917996341087,-0.2340265538232409,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4258034805066575,0.1733285207519674,0.1401168479536844,0.6525362870167425,0.5745484079402845,2.0,-0.1860518461782692,0.2172265191298996,0.1704387516535452,0.4855843929556108,0.5217811059040538,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3600372768109948,0.1669996743244571,0.1342377483306842,0.6000311464502512,0.5833841780936064,0.0,-0.1120076452765563,0.1969176833063687,0.1687261759143945,0.1863525116938091,0.1274022747778431,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3037270308720654,0.1747142123647129,0.1400151708875248,0.5511143982169158,0.5457121144593924,4.0,-0.501005804204296,0.2003923915130211,0.1769753502887239,,,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2659094830515138,0.1692340123901852,0.1346875216157926,0.515664160975877,0.5282147780305607,3.0,0.2365733394282833,0.2354024736350881,0.1740926100459221,0.6906675071439574,0.6947148615144252,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2776359173633315,0.1792964374253242,0.1422073643033156,0.5269117764886542,0.4374223425537826,1.0,-0.9712621857314436,0.2433648068019443,0.1999976487407949,0.3718867523068355,0.3448602539303295,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3596002396334661,0.1660663986922666,0.133643767445242,0.5996668571498434,0.5831392006507976,2.0,-0.0431088822370626,0.1910817492747052,0.1507394727886246,-0.2068917996341087,-0.2340265538232409,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2736677467090191,0.1697419737264521,0.134444111398226,0.5231326780741283,0.5395243876144854,0.0,0.0571856930340739,0.2442783232594232,0.1936535985911631,0.5978140497528716,0.5785485343455693,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3288454527216838,0.1722489303968635,0.1374319738508864,0.5734505230178963,0.569486475275396,0.0,0.0270379582737853,0.1866775037975113,0.1424056242344649,0.2881248580472416,0.2499868587159263,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1042835539955963,0.1739207546179397,0.1372805724321829,0.3229299159988454,0.3214924184205701,2.0,-2.606030082534644,0.3428636840444723,0.3010370181972153,0.3297783038182016,0.2307042007025248,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3361137836512698,0.1681304754391814,0.1356343663764867,0.5797532820653315,0.5512857082042285,1.0,-0.2443833866535696,0.2050911465397022,0.1559427638273071,-0.1472800427003813,-0.1798828001580286,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2546504289859593,0.1812846878125379,0.1452304575078083,0.5046290875671815,0.3877415943016673,3.0,-0.7574233978233331,0.2423695943221002,0.1985322321984382,0.5110779907685681,0.4630031309029934,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.1042835539955963,0.1739207546179397,0.1372805724321829,0.3229299159988454,0.3214924184205701,4.0,-2.606030082534644,0.3428636840444723,0.3010370181972153,0.3297783038182016,0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2958117110566797,0.1746668711939302,0.1403637577314276,0.5438858041506224,0.5302233013042276,1.0,-0.113032652827812,0.1920898925070144,0.1504777747539282,0.0363710925232999,-0.1284462865225478,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4258034805066575,0.1733285207519674,0.1401168479536844,0.6525362870167425,0.5745484079402845,2.0,-0.1860518461782692,0.2172265191298996,0.1704387516535452,0.4855843929556108,0.5217811059040538,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2736677467090191,0.1697419737264521,0.134444111398226,0.5231326780741283,0.5395243876144854,0.0,0.0571856930340739,0.2442783232594232,0.1936535985911631,0.5978140497528716,0.5785485343455693,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2958191461126773,0.1756044935668076,0.1407514931722889,0.5438926476484509,0.538709161695366,3.0,-0.7037548754222027,0.1870109241272529,0.1739071374495751,0.3217886573463498,0.3400241386066066,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3600372768109948,0.1669996743244571,0.1342377483306842,0.6000311464502512,0.5833841780936064,4.0,-0.1120076452765563,0.1969176833063687,0.1687261759143945,0.1863525116938091,0.1274022747778431,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2732811639381219,0.1695335276749478,0.134596612344934,0.5227630558008347,0.5409788247656415,0.0,0.154147911099403,0.2458587768576366,0.1938074174354607,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3313577899333156,0.1659509237885507,0.1346127153620259,0.5756369303125886,0.5427263049457399,1.0,-0.0086769924916314,0.1893394811083339,0.1479900966820498,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2958117110566797,0.1746668711939302,0.1403637577314276,0.5438858041506224,0.5302233013042276,4.0,-0.113032652827812,0.1920898925070144,0.1504777747539282,0.0363710925232999,-0.1284462865225478,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3350972582752498,0.1726125262432265,0.137063801368952,0.5788759103814022,0.5794316649406962,2.0,-0.8749131600651068,0.2386774459131051,0.1845682082324998,,,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3313577899333156,0.1659509237885507,0.1346127153620259,0.5756369303125886,0.5427263049457399,3.0,-0.0086769924916314,0.1893394811083339,0.1479900966820498,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3313577899333156,0.1659509237885507,0.1346127153620259,0.5756369303125886,0.5427263049457399,0.0,-0.0086769924916314,0.1893394811083339,0.1479900966820498,,,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2822829277309761,0.1780162554844,0.1411257277411124,0.531303127532886,0.4331627524912912,3.0,-1.0197724611497767,0.2423825783037433,0.1966141249459369,0.2893338356572703,0.2853236860070973,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2418050669835096,0.171878769460282,0.1373949969253899,0.4917368401432992,0.5047151672611767,1.0,0.3421795381430915,0.2458494422549654,0.2024917740482449,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2958117110566797,0.1746668711939302,0.1403637577314276,0.5438858041506224,0.5302233013042276,2.0,-0.113032652827812,0.1920898925070144,0.1504777747539282,0.0363710925232999,-0.1284462865225478,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2453710346765121,0.1823585840194603,0.1467094468860587,0.4953494812583904,0.3732472869556619,4.0,-0.6532481130189327,0.2371604962197077,0.1897736692135694,0.5415347028558248,0.4960937679853256,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2736677467090191,0.1697419737264521,0.134444111398226,0.5231326780741283,0.5395243876144854,2.0,0.0571856930340739,0.2442783232594232,0.1936535985911631,0.5978140497528716,0.5785485343455693,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2822829277309761,0.1780162554844,0.1411257277411124,0.531303127532886,0.4331627524912912,0.0,-1.0197724611497767,0.2423825783037433,0.1966141249459369,0.2893338356572703,0.2853236860070973,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2958191461126773,0.1756044935668076,0.1407514931722889,0.5438926476484509,0.538709161695366,4.0,-0.7037548754222027,0.1870109241272529,0.1739071374495751,0.3217886573463498,0.3400241386066066,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2736677467090191,0.1697419737264521,0.134444111398226,0.5231326780741283,0.5395243876144854,1.0,0.0571856930340739,0.2442783232594232,0.1936535985911631,0.5978140497528716,0.5785485343455693,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2754104898531618,0.1704466087329462,0.1347544456451748,0.5247957234229971,0.5452929299822982,3.0,0.243616613143747,0.2189340500418348,0.169525257458026,0.6659160079673445,0.6049405752352252,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6767411002895105,0.1193309088506578,0.090021537646915,0.8226428227962159,0.8287478969724406,0.0,-0.0261934235158358,0.1745865888218245,0.148787989721747,0.322872567171745,0.336662217507828,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6392734474576615,0.1185552668859199,0.0902025152680104,0.7995458593655945,0.8100225689745699,1.0,0.0386337393562142,0.2972076449488843,0.2488099234243203,0.3277447010926244,0.4859794063297158,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6473411306212447,0.1248003023314886,0.0954876147283227,0.8045752062251122,0.8073735537374597,4.0,0.0043167584009919,0.1830249261734184,0.1266727292604972,0.7041596780990398,0.7988963980974261,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6223875947146364,0.1213768803581667,0.0929593653964939,0.7889155316787981,0.8012392007613914,3.0,0.134477651747259,0.2506493045583833,0.1792390027998237,0.7738243782459993,0.7912028430296647,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6252324559702,0.1276949900104285,0.0990746954204922,0.7907165021620614,0.7876733979929221,2.0,0.1658567847568048,0.1589946800362005,0.1389336179148487,0.6142014158860821,0.6988513726452812,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.659986774804399,0.115963227814785,0.0874749354359569,0.8123957881653516,0.8243781440475555,4.0,-0.0803192085364152,0.2778526560495076,0.2210765076837177,0.4014724468891797,0.4530446976763577,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6590101376595296,0.1227767121138916,0.0934789082441885,0.8117944808353067,0.8148529334447343,2.0,0.3297310247351657,0.1549417993336636,0.1123395711607467,0.5945859152799777,0.6834647284063851,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.710893495449012,0.113428586426697,0.0837368592383856,0.8431451124017619,0.8379950202557352,1.0,-0.3098827492658453,0.1983817835884582,0.1552150274281918,0.5184383290531577,0.4937154030962774,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6473411306212447,0.1248003023314886,0.0954876147283227,0.8045752062251122,0.8073735537374597,3.0,0.0043167584009919,0.1830249261734184,0.1266727292604972,0.7041596780990398,0.7988963980974261,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6639707311321853,0.1221705265921763,0.0927673265679644,0.8148440609575436,0.8211079148769717,0.0,0.3324811072665888,0.1553250059541538,0.1152347512016853,0.6411844034519176,0.6210685312169786,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6223875947146364,0.1213768803581667,0.0929593653964939,0.7889155316787981,0.8012392007613914,3.0,0.134477651747259,0.2506493045583833,0.1792390027998237,0.7738243782459993,0.7912028430296647,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6473411306212447,0.1248003023314886,0.0954876147283227,0.8045752062251122,0.8073735537374597,2.0,0.0043167584009919,0.1830249261734184,0.1266727292604972,0.7041596780990398,0.7988963980974261,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6773739998875514,0.113661258217509,0.0853075007013568,0.8230274245521768,0.8360557473548355,1.0,-0.381049302726627,0.2901332254767658,0.2295119377743729,0.7102880440411635,0.6642981869522581,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6935380036411293,0.1266275096896797,0.095430208242911,0.832789526800359,0.8001908582033668,4.0,-1.45757753536543,0.3126904520758472,0.2723850030584291,0.6198205778318943,0.6424346440409718,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6719574245490825,0.119923300766644,0.0906979941702667,0.8197301772267753,0.822746597520746,0.0,-0.343057740591052,0.189555934038238,0.1652318334008249,0.3993978155762495,0.466014739836858,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5399501004952187,0.1376528633723263,0.1090010637884304,0.7348130892735467,0.7048151482010698,3.0,0.2738720219810426,0.1606466636582308,0.1354461062190395,0.6853783124638396,0.7841399343886376,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6804920167287277,0.1193813881091857,0.0898825651417101,0.8249194760179756,0.8300073802353068,2.0,-0.1504106285430755,0.1787931569121509,0.1386378647770573,0.4831209212021119,0.5425503924801318,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6483163327772844,0.1180071017994196,0.0893875193746941,0.8051810201900551,0.8174565685715002,0.0,-0.0622384532471935,0.2858861575415111,0.2227834539414677,0.3929798403627018,0.364086248824391,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6590101376604698,0.1227767121137223,0.0934789082441885,0.8117944808323304,0.8148529334447343,4.0,0.3297310247351657,0.1549417993336636,0.1123395711607467,0.5945859152799777,0.6834647284063851,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7244916304245514,0.1102936276957817,0.0809278889043733,0.8511708801611051,0.8436111386973795,1.0,-0.440190777652623,0.2046728280568533,0.1631859921735105,0.3838145943834976,0.1624376773687025,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6850315941335199,0.1187862989113446,0.0892067533850111,0.8276664324247187,0.835686316768274,2.0,-0.16562778253093,0.1826801396254235,0.1437201941768859,0.3970918805100252,0.4464028062228534,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6804920167287277,0.1193813881091857,0.0898825651417101,0.8249194760179756,0.8300073802353068,1.0,-0.1504106285430755,0.1787931569121509,0.1386378647770573,0.4831209212021119,0.5425503924801318,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6373643217149638,0.1253433815016626,0.0963449681808163,0.7983510641742225,0.7984927255275265,0.0,0.1730129960405556,0.165576959439808,0.1264064440773208,0.4544320145688693,0.4129110048595204,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6655968269912431,0.1225500238481928,0.0929791096511235,0.8158412517446865,0.8208415381882156,3.0,-0.0339074886635037,0.1862074762943263,0.1357746391115658,0.5475059415173903,0.6702697726536831,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.681906307189998,0.1183231209022175,0.0886935782981742,0.8257762885583422,0.815457785018057,4.0,-0.922207277700278,0.2538459569174436,0.2138562398314724,0.58486272850098,0.5483888566714008,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.659010125903732,0.1227767142302861,0.0934774748666796,0.8117944630259478,0.8148576903408402,1.0,0.3296084546642386,0.1549559655564017,0.1123587558625123,0.5944563275644177,0.6834647284063851,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6599867748674504,0.115963227804033,0.0874749349276321,0.8123957882011879,0.8243781440475555,4.0,-0.0803192085364152,0.2778526560495076,0.2210765076837177,0.4014724468891797,0.4530446976763577,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6371688123963595,0.1258692726593654,0.0967237950902495,0.798228604086074,0.7962270968262835,0.0,0.2745505975554876,0.1495549400405267,0.1179461484422153,0.5450985763243297,0.4874632328361639,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6599867748674504,0.115963227804033,0.0874749349276321,0.8123957882011879,0.8243781440475555,2.0,-0.0803192085364152,0.2778526560495076,0.2210765076837177,0.4014724468891797,0.4530446976763577,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7244917090588647,0.1102936119560343,0.0809272855572297,0.85117092785874,0.8435980731652875,3.0,-0.4391924685575348,0.2046018783709035,0.1631143156737828,0.3839989119409561,0.1624376773687025,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5918319748711321,0.1318314731754678,0.1022455888674848,0.7693062749933829,0.7444912392727667,1.0,0.0612893187866385,0.1781294350737513,0.141616676534754,0.6353804759431224,0.770420460797971,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6373643217668868,0.1253433814926891,0.0963449665953505,0.7983510641920378,0.7984927255275265,4.0,0.1730129947680347,0.1655769595671982,0.1264064424475063,0.4544320413337382,0.4129110048595204,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7285960983353496,0.109347229065388,0.0799403066213296,0.8535785369856119,0.8468876475077493,3.0,-0.5153271355593538,0.2048893141080296,0.1687187200029483,0.2227487625980019,0.1404101218488104,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6539486668583567,0.1081026649440038,0.0802037911824369,0.8086710911418449,0.8073925729093632,2.0,-0.89835044053169,0.2487682827804736,0.2077791872662129,0.338974096289895,0.2187737449607341,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6539486668583567,0.1081026649440038,0.0802037911824369,0.8086710911418449,0.8073925729093632,0.0,-0.89835044053169,0.2487682827804736,0.2077791872662129,0.338974096289895,0.2187737449607341,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6606670403566288,0.1219007958664214,0.0926165136250774,0.8128143542844051,0.8153724567712934,1.0,-0.8693393790081394,0.1958878492451087,0.1594044435599818,0.5886293663640111,0.5396641176765391,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6936002257814037,0.1171756758757684,0.0878746916629111,0.8328267517336837,0.8402761712219727,0.0,-0.6493353164918987,0.223859372638542,0.1732816432624868,0.4405519220410824,0.434988206206266,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5399501005937357,0.1376528633575875,0.1090010648496008,0.7348130892991962,0.7048151482010698,2.0,0.2738720219810426,0.1606466636582308,0.1354461062190395,0.6853783124638396,0.7841399343886376,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7285960983353496,0.109347229065388,0.0799403066213296,0.8535785369856119,0.8468876475077493,3.0,-0.5153271355593538,0.2048893141080296,0.1687187200029483,0.2227487625980019,0.1404101218488104,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6804920167929274,0.1193813880971918,0.0898825664245937,0.8249194760457453,0.8300073802353068,4.0,-0.150410628712948,0.1787931569253515,0.1386378648934726,0.4831209213102692,0.5425503924801318,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6129799964856144,0.1289499294453126,0.0992385094294679,0.7829305248670382,0.7586567586254871,4.0,0.2054916761740036,0.1657202600821217,0.1319712165552256,0.6241505727692032,0.7161631665606587,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6719574246652666,0.1199233007454071,0.0906979941648097,0.8197301772773832,0.822746597520746,1.0,-0.343057740591052,0.189555934038238,0.1652318334008249,0.3993978155762495,0.466014739836858,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.710893495611651,0.1134285863947919,0.0837368595527069,0.8431451124852938,0.8379950202557352,2.0,-0.3098827492658453,0.1983817835884582,0.1552150274281918,0.5184383290531577,0.4937154030962774,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6235485814453868,0.1280833725212792,0.0981722265015498,0.7896510638476573,0.7711833896170972,3.0,0.2117360487816784,0.1657931809654138,0.1321071381069038,0.5999655091340268,0.6875234930456539,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6767411004646565,0.1193309088183302,0.0900215374964349,0.8226428228852327,0.8287478969724406,0.0,-0.0261934235158358,0.1745865888218245,0.148787989721747,0.322872567171745,0.336662217507828,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3746085939741294,0.1570602831013004,0.1241409147341743,0.6120528477705871,0.6239512006415897,3.0,0.0459000953986403,0.2157432506610476,0.1836032849124866,0.3493901012886539,0.2209578045675365,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.262956117280872,0.1812911833159384,0.1445280401942,0.5127925689294438,0.4095719064984159,1.0,-0.8032776931485912,0.2387673730242043,0.1901874069512657,0.4640407090831109,0.4320387998179195,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2975088721577517,0.1756759465772109,0.1408717398442397,0.5454437887769167,0.5366363571566959,4.0,0.2805415966387804,0.1439114022634581,0.1189324249682467,0.6085589577878954,0.602231807681353,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2800760842587488,0.1769953527848451,0.1423325031982938,0.5292221896596274,0.5172624100305188,2.0,-1.050411524463989,0.1684031483657593,0.1388137781651315,-0.1478633942130945,-0.1877745243051409,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2530723751946575,0.1814764942746258,0.1453485714849064,0.5030630806228751,0.386152575476296,0.0,-0.7804193276319684,0.2439501468830206,0.2005910979078754,0.5110779907685681,0.4630031309029934,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2946645723664257,0.1748090814484503,0.1404478600075254,0.5428302020590022,0.5293774363496428,3.0,-0.1207527391828982,0.1927549170087405,0.1543753752359108,0.0787520756833466,-0.1284462865225478,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2646356183688322,0.1693807843367218,0.1347715737778662,0.5144275107100619,0.527375565207675,4.0,0.2652910218643368,0.2309324879281401,0.1717637019601741,0.6889831039877361,0.6947148615144252,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2732810820647687,0.1695335372249121,0.1345990004465131,0.5227630157207379,0.5409788247656415,2.0,0.1540735825788352,0.2458695789339983,0.1938186976144844,0.64805352235128,0.6648233157830666,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.294735830975271,0.1757395170459643,0.1408320737311765,0.5428958323889339,0.5379436396099272,1.0,-0.8727884555219292,0.196068480121035,0.183195914115501,0.3217886573463498,0.3400241386066066,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3343628605799746,0.1683520417830102,0.1357625253272749,0.5782413000277736,0.5495659564998381,0.0,-0.3239586826242031,0.2115470759695715,0.1622563104969795,-0.1899768601696436,-0.2004384989178254,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3534703257169241,0.1666666222953701,0.1344775295799295,0.594533809005389,0.5657808736450776,4.0,-0.281628028071065,0.2104783248702051,0.1591637254493337,-0.1504651421984117,-0.1707970461644379,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2732810820647687,0.1695335372249121,0.1345990004465131,0.5227630157207379,0.5409788247656415,0.0,0.1540735825788352,0.2458695789339983,0.1938186976144844,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.294735830975271,0.1757395170459643,0.1408320737311765,0.5428958323889339,0.5379436396099272,1.0,-0.8727884555219292,0.196068480121035,0.183195914115501,0.3217886573463498,0.3400241386066066,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2783293501124346,0.1783073560631835,0.1409034931155593,0.5275693921329028,0.4157488236004589,3.0,-1.114384487328948,0.242023808267333,0.1965762195528841,0.2102063436269139,0.2017332814898806,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3037269491525348,0.1747142226175617,0.1400159291957647,0.5511143468456539,0.5457121144593924,2.0,-0.5015050340693854,0.20042571368582,0.1770059861448158,,,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3037269491525348,0.1747142226175617,0.1400159291957647,0.5511143468456539,0.5457121144593924,3.0,-0.5015050340693854,0.20042571368582,0.1770059861448158,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3196818898890541,0.1733381862909214,0.1382886852464243,0.5654042448859611,0.5618497733744988,1.0,0.0434572696925572,0.1793914867831637,0.1389808153295258,0.2968498508594064,0.283875541114747,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3288454527216838,0.1722489303968635,0.1374319738508864,0.5734505230178963,0.569486475275396,4.0,0.0270379582737853,0.1866775037975113,0.1424056242344649,0.2881248580472416,0.2499868587159263,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2530723751946575,0.1814764942746258,0.1453485714849064,0.5030630806228751,0.386152575476296,2.0,-0.7804193276319684,0.2439501468830206,0.2005910979078754,0.5110779907685681,0.4630031309029934,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3534703257169241,0.1666666222953701,0.1344775295799295,0.594533809005389,0.5657808736450776,0.0,-0.281628028071065,0.2104783248702051,0.1591637254493337,-0.1504651421984117,-0.1707970461644379,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3343628605799746,0.1683520417830102,0.1357625253272749,0.5782413000277736,0.5495659564998381,4.0,-0.3239586826242031,0.2115470759695715,0.1622563104969795,-0.1899768601696436,-0.2004384989178254,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2760724045396526,0.1794903706228051,0.142325108328043,0.5254260234710546,0.4359498267735724,0.0,-0.9720169949126868,0.2434113953305666,0.2000467940121757,0.3718867523068355,0.3448602539303295,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.458094238489692,0.1652687221014414,0.1303750685638202,0.6768267138017627,0.6068157128498275,1.0,-0.2795635175925117,0.2225049227540813,0.1755606670396011,0.4426826986824861,0.4578832622771174,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.265075165630795,0.1705899752932869,0.1354138353518872,0.5148545643426075,0.5343515878049678,2.0,0.185093432803877,0.2504009815622814,0.209266272794039,0.7112459937067968,0.691889913881105,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2646356183688322,0.1693807843367218,0.1347715737778662,0.5144275107100619,0.527375565207675,3.0,0.2652910218643368,0.2309324879281401,0.1717637019601741,0.6889831039877361,0.6947148615144252,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2783293501124346,0.1783073560631835,0.1409034931155593,0.5275693921329028,0.4157488236004589,4.0,-1.114384487328948,0.242023808267333,0.1965762195528841,0.2102063436269139,0.2017332814898806,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2732810820647687,0.1695335372249121,0.1345990004465131,0.5227630157207379,0.5409788247656415,0.0,0.1540735825788352,0.2458695789339983,0.1938186976144844,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.294735830975271,0.1757395170459643,0.1408320737311765,0.5428958323889339,0.5379436396099272,3.0,-0.8727884555219292,0.196068480121035,0.183195914115501,0.3217886573463498,0.3400241386066066,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.1022231020410424,0.1741206781050711,0.1374000249992174,0.3197237878993608,0.3198544822019952,1.0,-2.656927115609577,0.3452748672345638,0.303375205345389,0.3297783038182016,0.2307042007025248,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4014615045257863,0.1617376056635209,0.1294369097845417,0.6336099537935541,0.6154544258927178,2.0,-0.4736372988326738,0.2319540754068599,0.1650196288312626,-0.0033473707698143,-0.0105716507868051,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2530723751946575,0.1814764942746258,0.1453485714849064,0.5030630806228751,0.386152575476296,4.0,-0.7804193276319684,0.2439501468830206,0.2005910979078754,0.5110779907685681,0.4630031309029934,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3196818898890541,0.1733381862909214,0.1382886852464243,0.5654042448859611,0.5618497733744988,1.0,0.0434572696925572,0.1793914867831637,0.1389808153295258,0.2968498508594064,0.283875541114747,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.294735830975271,0.1757395170459643,0.1408320737311765,0.5428958323889339,0.5379436396099272,0.0,-0.8727884555219292,0.196068480121035,0.183195914115501,0.3217886573463498,0.3400241386066066,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3534703257169241,0.1666666222953701,0.1344775295799295,0.594533809005389,0.5657808736450776,2.0,-0.281628028071065,0.2104783248702051,0.1591637254493337,-0.1504651421984117,-0.1707970461644379,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3288454527216838,0.1722489303968635,0.1374319738508864,0.5734505230178963,0.569486475275396,3.0,0.0270379582737853,0.1866775037975113,0.1424056242344649,0.2881248580472416,0.2499868587159263,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3037269491525348,0.1747142226175617,0.1400159291957647,0.5511143468456539,0.5457121144593924,4.0,-0.5015050340693854,0.20042571368582,0.1770059861448158,,,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.294735830975271,0.1757395170459643,0.1408320737311765,0.5428958323889339,0.5379436396099272,3.0,-0.8727884555219292,0.196068480121035,0.183195914115501,0.3217886573463498,0.3400241386066066,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3288454527216838,0.1722489303968635,0.1374319738508864,0.5734505230178963,0.569486475275396,0.0,0.0270379582737853,0.1866775037975113,0.1424056242344649,0.2881248580472416,0.2499868587159263,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2939670870797938,0.1621973999846584,0.1304898689572755,0.5421874513684051,0.543839827358971,2.0,-0.005026610530423,0.2232630785176024,0.1679736550492269,0.3060515362105077,0.1443046348898792,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3343628605799746,0.1683520417830102,0.1357625253272749,0.5782413000277736,0.5495659564998381,1.0,-0.3239586826242031,0.2115470759695715,0.1622563104969795,-0.1899768601696436,-0.2004384989178254,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2732810820647687,0.1695335372249121,0.1345990004465131,0.5227630157207379,0.5409788247656415,0.0,0.1540735825788352,0.2458695789339983,0.1938186976144844,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3579844962302074,0.1662757614006314,0.133760561831384,0.5983181386024535,0.5816650706485377,3.0,-0.0658984841000309,0.1931578260864643,0.1527670057022433,-0.2068917996341086,-0.2340265538232409,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4229537751675987,0.1737580983156315,0.1403736045081934,0.650349086624857,0.5713360575198017,2.0,-0.1858859412064031,0.2172113257721928,0.1703929964328585,0.4855307408101801,0.5217811059040538,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2783293501124346,0.1783073560631835,0.1409034931155593,0.5275693921329028,0.4157488236004589,4.0,-1.114384487328948,0.242023808267333,0.1965762195528841,0.2102063436269139,0.2017332814898806,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2769753177841072,0.1783892373393012,0.1418552230244118,0.5262845229431458,0.4106076161174274,1.0,-0.7121727675836931,0.2395763448231035,0.1903950338676249,0.4096051037290691,0.3890232410669264,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6794663788562579,0.1190923785414723,0.0908268911823194,0.8242976363660883,0.8247154343695089,4.0,0.5784201351285283,0.1304572787289446,0.097138048121719,0.775229365905796,0.7863138143934035,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6777231774652364,0.1184811256757145,0.089647894605386,0.8232395643859978,0.8267605997334843,3.0,0.5990278640161637,0.1329017177494676,0.1024554295744268,0.7753152602307202,0.7904768775608533,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6793326096719392,0.118501353632211,0.0891784075409001,0.8242164702982655,0.8310246499744857,1.0,0.5501265019386776,0.1391863426485738,0.1068302212885845,0.7483330747946471,0.7566494709791245,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6726923111303453,0.1153157195798619,0.0884565918614993,0.8201783652214762,0.8248943729868518,2.0,0.5822497947848255,0.1506979428951536,0.1081503086106454,0.7720898585559439,0.7786815980937862,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6906623638076022,0.1172873737733489,0.0883356877095776,0.8310611101737158,0.834904845246836,0.0,0.5145446426950078,0.1392950339486111,0.105018500011385,0.725055381029295,0.7468911729346118,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6691703312184019,0.1184246158186735,0.089532535884996,0.8180284294108927,0.8275970046750546,2.0,0.6092734154751938,0.1367276827751466,0.1045365940235521,0.7830639910584705,0.7873108534918496,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6580046739906348,0.1239878640320193,0.0931649280808384,0.8111750218575615,0.8187228388257851,1.0,0.6623375484867802,0.1139171041519151,0.0883578318415343,0.8207183891496053,0.8293271182690353,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6745566302982102,0.1187814735762328,0.08984528197707,0.8213140854690643,0.8309629609265838,4.0,0.6069701621902028,0.1327816751102905,0.0985349122881427,0.7838094214253704,0.7944274657848635,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6848746938939505,0.1166743955404927,0.0878058739366995,0.8275716686944568,0.8360492381913698,3.0,0.5444365595796763,0.1439694836435611,0.1105010009254594,0.7447652538851797,0.7110399613371114,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6664409257590713,0.1194770884026525,0.0889846880383974,0.8163584469699774,0.824072583231812,0.0,0.6165826152007685,0.1343652704986601,0.1039024044125951,0.7914307840849911,0.7981668808084336,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6789467384565426,0.1183884886635834,0.0899434782252142,0.8239823957307173,0.8235476323564421,2.0,0.5871770285560058,0.1342645608938913,0.0951821579129354,0.7736741943913843,0.8221381233092125,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6815097193245334,0.1187657741369661,0.0892651212890491,0.825536143337565,0.8302891717342178,1.0,0.5770321613051741,0.1314649808912746,0.1004045269850101,0.7807602884731586,0.7917477817524872,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6756101327441657,0.1193309468688453,0.0900570236316402,0.8219551504497575,0.8271893396846388,3.0,0.5791263255060055,0.1333391127405379,0.1012713095724893,0.7742794510704262,0.7947196155026581,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6751548355086714,0.1198210872739754,0.0904446551438441,0.8216781950858887,0.8269313977178814,4.0,0.6167000789719159,0.1260421690146579,0.0984209818497592,0.7858105048333566,0.7924688564039822,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6437969402580328,0.1210387823066919,0.0924854040217589,0.8023697234281469,0.8110164172041296,0.0,0.7068639213500838,0.1251769372159594,0.0948848260908328,0.8457289196008551,0.8424108523056323,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6560013579029389,0.1209998941178019,0.0912542369121357,0.8099392423920362,0.8210289193066462,0.0,0.6815984557985022,0.1231066626150182,0.096781264801043,0.8285385879851099,0.8297162939007608,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.679287195894392,0.1178109292195123,0.0891149691936724,0.8241889144816696,0.8332030459575694,4.0,0.5716718765490709,0.1374115879713983,0.1050846716899535,0.7606993474638754,0.760204262378362,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6685538431688303,0.1195166967900602,0.0901750985934601,0.8176515339082311,0.8213590605504172,3.0,0.6185722530924205,0.1322895667769295,0.0991551907099154,0.7890890343536714,0.8182416720354866,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6554934763304754,0.1206676614071074,0.0916989643134856,0.809625647019431,0.819171587415109,2.0,0.6742545587052222,0.1264026715669548,0.095688331105853,0.8306057367230739,0.826482412356827,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6590657236694053,0.1203526932204364,0.0907272402046735,0.811828764307417,0.8124511813835662,1.0,0.6577985600844952,0.1277152548320561,0.101260356884014,0.8144840196016044,0.8263012279482292,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6546981576208308,0.1216796322737687,0.091718409496243,0.8091343342066872,0.8165856127623666,4.0,0.6794359720263712,0.1224938418938534,0.0929221926702919,0.8252793293634448,0.8244967751825123,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6789269643627711,0.1174904023527598,0.089679154629224,0.8239703544805872,0.8263548234866308,1.0,0.59474433376947,0.1366130154947712,0.0994697115939153,0.7755304694390173,0.7907750013810942,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6590552480704247,0.1213995808956106,0.0912750345087912,0.8118223157801,0.8196712128741415,3.0,0.6776510589473752,0.1209756542945711,0.0938488818163012,0.8232303303974109,0.8282592271203723,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6879063589323808,0.1165226592326254,0.088017446169473,0.8294013192938996,0.833896423612763,0.0,0.549206193362672,0.1405202821323765,0.1077785076762147,0.74143815480256,0.7558055319812382,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6523735966888393,0.1218960983813278,0.0912686224239493,0.8076965942269467,0.8203276628502513,2.0,0.6753937681797142,0.1198876880668934,0.0951624717608874,0.8280465306354594,0.8070727977940594,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6872213011202102,0.1161233605824451,0.0884987195933027,0.8289882350702369,0.8330428623023383,3.0,0.555840440606854,0.1417914445436261,0.1062491389554614,0.7488767894633621,0.7598749642360414,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6458168128453644,0.1224169855695889,0.0927785903107101,0.8036274332872817,0.8121312438780784,2.0,0.7012948928806184,0.1209104891650322,0.0918611303473116,0.8384774128832968,0.8528185556100212,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6730234962375791,0.1201755507135661,0.0904044047474468,0.8203802118610364,0.8264930008176883,1.0,0.6035064035243173,0.1284352400325209,0.0957451302074121,0.7779435028866089,0.7935717618823799,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6848613231473741,0.1157764796581791,0.0878949518800302,0.8275636013106907,0.8250593501159881,0.0,0.5584388783692137,0.1458750828713823,0.1065999012146333,0.747985929120879,0.7887935838119696,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.660619659933042,0.1237796989334922,0.093550325414244,0.8127852386467711,0.8181640230825088,4.0,0.6637104964911916,0.111263596696689,0.0856935790273218,0.8172354615162855,0.8308893682835686,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6741640274425071,0.1179715883395825,0.089334097887138,0.8210750267609384,0.8220171930661829,3.0,0.6229075609152488,0.1337294432169746,0.1015112874248168,0.7894320996070883,0.8167024201778256,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6989593881530521,0.1144432729905094,0.0858163891193965,0.8360380055416755,0.8387097785220141,4.0,0.5047810197151164,0.1479105275808082,0.1144683476628479,0.7122769306795416,0.7297460863875346,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6780076108708875,0.1201138698104726,0.0916998559728778,0.823412350046097,0.8276866593762329,2.0,0.5854492936814932,0.1269523258398045,0.0910097456858362,0.7659035998141328,0.7794458255868852,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6781158720136187,0.117172681113116,0.0867506272356387,0.8234780421244684,0.8343309248336607,1.0,0.5706932348101148,0.1429325767813369,0.11490939156976,0.7582672023919554,0.7482168973076725,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.680802090593905,0.1199849405344843,0.0912983123996421,0.8251074329333521,0.8259983055029105,0.0,0.5401194126867817,0.1304559865055523,0.0990296594816046,0.7586035213880622,0.7926606297097989,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.686137194475701,0.1155569633662576,0.0870343579527123,0.8283341102175907,0.8318046738118271,0.0,0.528436529984061,0.1502464579257404,0.1152829692903619,0.730514873031396,0.7462843015847885,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6674648816468989,0.1210326476950036,0.0921149290556222,0.8169853506028693,0.8196794831984309,4.0,0.6203690890266265,0.1256439886837088,0.0957416288531103,0.7879987594826322,0.8139913595438099,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6744130620752261,0.1207781668014096,0.0913427193162871,0.8212266898558102,0.8211318960910681,3.0,0.5695525881401899,0.1286962670546331,0.0970575150184106,0.7722114678637042,0.8093317079867061,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.677137657977884,0.1205457438525691,0.0909883292706285,0.8228838832856802,0.8264533811138015,1.0,0.5904943318572144,0.1251127033773978,0.0937240936910845,0.7751449149267622,0.7871906824323118,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6828922458049151,0.1197720728732246,0.0896108418688387,0.8263730858634732,0.8295838175168646,2.0,0.5455135784415629,0.1301854839884691,0.0982803990003709,0.7441228046898846,0.7634670866040184,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6566925270158614,0.1202416966063952,0.0912283434991181,0.8103657881607486,0.8172526908684785,1.0,0.6785707927098605,0.1265866799276129,0.095326630127366,0.825746328742888,0.8421964291014061,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.675290524748043,0.1185386550043685,0.0878812140869395,0.8217607244602549,0.8329668876699318,4.0,0.6150590251707029,0.1302501626677669,0.1047357072082146,0.7889172566077708,0.775080029671971,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6655788597246248,0.1212097302764321,0.0918321707206519,0.8158302803842965,0.819512374905839,3.0,0.6492849544981152,0.1220874722584562,0.0901449502094911,0.8075485476670203,0.8212439855670992,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6671636652456396,0.1181544128501108,0.0886471691584363,0.8168009803858154,0.8265218597151086,2.0,0.6321287034546812,0.1362669902957182,0.1069684665208873,0.7976251101827052,0.7982836487836279,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6904902134630316,0.1162389154790612,0.0880468166812372,0.8309575252802814,0.832905498846641,0.0,0.543489907729366,0.14116188017766,0.1071591683164359,0.7392256590310531,0.773241320516751,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.327612205203901,0.1701771776906335,0.1367948105112742,0.5723742511787709,0.5670031457766227,2.0,0.2685992177980401,0.183249649797189,0.1425834054683548,0.519238882094,0.5229931405657581,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3150798862066045,0.1713626343165737,0.1374158677462928,0.5613198474461653,0.553143210812779,1.0,0.3176960646862337,0.1787164797279009,0.1397543308745717,0.5754008575361189,0.5682041979472885,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3396793799005823,0.1679917949703619,0.1344757912521734,0.5828202595860521,0.5727167496471135,4.0,0.2346260056379784,0.1904072813652187,0.150074169164755,0.4870002122618834,0.5033341223436945,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3084382002943854,0.1733240004147415,0.1386264893593024,0.5553721899060448,0.5450336135800128,3.0,0.3445793443823989,0.1708251792676195,0.1394552641416681,0.5877575205989441,0.6161224254442698,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.307614928773673,0.1734179280862856,0.1394409253939143,0.554630511636868,0.549941987034661,0.0,0.3371588235778805,0.1709768857873952,0.1356659303151836,0.5829319647816142,0.5911992775377573,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2926082750300912,0.1742628706527796,0.14002791195174,0.5409328589049747,0.5340784507256666,0.0,0.3831107763889507,0.1677159921977294,0.1334886791210501,0.6316004565213669,0.6302802747681945,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3362170460535174,0.1710773532858422,0.1355213646031236,0.5798423219528271,0.5696971415111987,1.0,0.2219500761632447,0.1798017374159907,0.1469234109339582,0.4871827090100232,0.5172946060988658,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3226024713528864,0.1761768898779972,0.1396565877048437,0.5679811041245015,0.56513575320461,2.0,0.2665314927884255,0.1590600916438462,0.1283157240909418,0.5510742035275407,0.5377841658970762,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2915700330471137,0.1738206926696006,0.139449555280265,0.5399723177716,0.5345076719079861,3.0,0.3979986018009167,0.169350709890487,0.1348552110953009,0.6395317816775621,0.6481056361496055,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3037180913869181,0.172697762826545,0.1380579184023895,0.5511063129165232,0.5530570224922492,4.0,0.36300210886424,0.1728598340862057,0.1372590568852449,0.6058463272519363,0.5871602592639836,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3153684864031579,0.1700704321533003,0.1365418021190909,0.5615768557811198,0.5548385255443613,4.0,0.3056374676259308,0.1839957024062723,0.1485011326432418,0.5616937790075027,0.5722383035715086,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3349136100964951,0.1736538915291494,0.1370781650138083,0.5787172843573436,0.57821758242072,3.0,0.2184375968911656,0.1697925733377587,0.1395761438147496,0.4769518837639769,0.451935722172633,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.324810493171118,0.1723227544179772,0.1386183961104384,0.5699215369629644,0.5575844800116658,2.0,0.2757310591880257,0.175194728576128,0.1369016296723885,0.5263955467231912,0.5617048678289385,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3334080540440092,0.1704038156850164,0.1369927027588931,0.5774150384059269,0.570158464824079,0.0,0.2496427652051214,0.1817425689931631,0.1403662177524949,0.5099621542669963,0.5180148548091263,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3071413599719155,0.1722530464728349,0.1372057914863946,0.5542034284266365,0.5452042674138766,1.0,0.3411596570232807,0.1753069086898233,0.1410218359894413,0.5888255080953533,0.6005766502960291,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3109523313444905,0.1737719898388207,0.1392463785243474,0.5576310759955997,0.5543065542652343,4.0,0.3348591559857856,0.1685551592538761,0.1333101553350547,0.5834478367643907,0.5721467276442188,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3195872892272164,0.1747851846083989,0.139178663806446,0.5653205721125967,0.5496218755252587,0.0,0.2993439915525046,0.1645526588789014,0.1313674462218111,0.5504874964371207,0.6028279354311042,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.324768917510599,0.1723835894495687,0.1372427142454699,0.5698850786985707,0.5649100115638371,1.0,0.2798046652286828,0.1743101361043788,0.1411319534591909,0.5292473366283906,0.5054014942907037,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3408840300709483,0.170891147566349,0.1367843166500415,0.5838528027033585,0.5653847673184715,2.0,0.2059531069539832,0.1804903707769121,0.1393773803160531,0.4724464581468144,0.5073078817278632,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2927925229383019,0.1748354186543763,0.1408797009382031,0.5411031193275877,0.5353920344160873,3.0,0.4031269505109548,0.1643909251057592,0.1318750023773802,0.6433264312355735,0.6516801149756718,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3174699715589069,0.1743070131604205,0.1380947432969415,0.5634448033412061,0.5670872663981862,1.0,0.3039856237524436,0.1670721036169773,0.1344496296585628,0.5589759094185329,0.5291001059163841,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3284490011572826,0.171668192023881,0.1375964619946529,0.5731047575819971,0.5655328945897399,0.0,0.263662185355842,0.177423385063889,0.1368101624853435,0.5270240667057212,0.5328315811788655,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3428389532336747,0.1674137270776566,0.1314025942969598,0.5855245871733968,0.5822307367567726,4.0,0.2159987103255788,0.1934418537401201,0.158344857341146,0.4801740985388227,0.4882211175508368,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.340557723353238,0.1715250663937386,0.1358395276662743,0.5835733022873348,0.5725778226867064,3.0,0.1858714646927391,0.1793432700506268,0.1427752194342846,0.4750511463441826,0.4910774849944068,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3183229080273244,0.1727366915524781,0.1379440997145312,0.5642011970631992,0.5603779497924576,2.0,0.2900420838756452,0.1746193842158535,0.1416923132001254,0.5445205135401839,0.5330193475685381,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.361438946822783,0.1646998548590746,0.1306162129401406,0.6011979874065936,0.5913160633632396,1.0,0.1167776447754809,0.2037848416632041,0.1585264879919617,0.4211026862330216,0.4331626619509945,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3021465464172906,0.1701649901650614,0.1361428420898725,0.5496786634232183,0.5414225617650577,4.0,0.357130544630467,0.182998180884627,0.1471581734542134,0.6023000496860715,0.6145083995874204,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3291450281093552,0.1720362894994385,0.136275397817169,0.573711684379854,0.5596332269428372,3.0,0.246223002424881,0.1766427547340222,0.1416562443634982,0.5134806406364374,0.546559260820905,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2938134435067158,0.1744268006716765,0.1400415162733519,0.542045675424534,0.5345453690204492,0.0,0.3965646590701124,0.1664775778783935,0.1323818404899062,0.6388772738945431,0.6230657218412511,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3152183955192174,0.1752994530699639,0.140235767233972,0.5614431947046108,0.548828468399413,2.0,0.2473985321643265,0.1632334409589722,0.1302435148811883,0.5377903567650367,0.5837263776883281,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.296227171676426,0.1719304712741917,0.1377599890143945,0.5442676264595625,0.5430227741625742,1.0,0.3791978407666027,0.1767451807910543,0.1415085868207317,0.6304976632082764,0.6123406070065653,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3444268512683407,0.1731606847451225,0.1370256569371765,0.5868789643624094,0.5797600475413982,4.0,0.1627111516969804,0.17155259892208,0.1368608377846627,0.4482704091183116,0.437930933465784,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.342692402398165,0.1698507730512387,0.1354936920679375,0.5853994135961372,0.5729689289835695,3.0,0.1855073852469916,0.1858142665633173,0.1465170481179972,0.4702528579761771,0.5049475845279369,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2928429054957456,0.1730329021396063,0.1385292778186004,0.5411496875569557,0.5377413526651966,2.0,0.3910819613237188,0.1721500147419949,0.1413711708960331,0.6369757929411646,0.6205938270727888,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.308673240075222,0.17201253511449,0.137872988254752,0.555583759932345,0.555726041075941,0.0,0.3190090196301016,0.1767569221524002,0.1367831663480723,0.5780105372053109,0.5687756615132803,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3252630593752003,0.1732941406857901,0.1378835853892632,0.5703184457381917,0.5608797012210742,2.0,0.266051863880569,0.1710908418794813,0.1391369153157658,0.5192175066148192,0.5546454867953443,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.311353926651275,0.1738330546056762,0.1386992722608267,0.5579910300100321,0.5632723121326061,3.0,0.328785984320892,0.1693384833196396,0.1360439762045191,0.5754679439837127,0.5564387235937364,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3248426072011552,0.1724569008086403,0.1370305272726451,0.5699497281054604,0.5750224583287324,4.0,0.2704700805508229,0.1751459491927753,0.1403685798806077,0.5252442947581597,0.495606418689232,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3144474532643115,0.1723941474417348,0.137509632984178,0.5607562019066011,0.5583677712939857,1.0,0.3182857003912575,0.1747295500135287,0.1379660902089874,0.5720582977423236,0.5624498798561337,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3098599596439954,0.1716784599864823,0.1366596683428095,0.5566507201669254,0.5615137206088924,0.0,0.3241228130402469,0.1791720860022686,0.1433260707646159,0.569712382527184,0.5489455145258164,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3164422718130827,0.1737508534862626,0.1374444497908017,0.5625320924094287,0.5496899716519674,1.0,0.2982131070303239,0.1697357305836858,0.1411378007976879,0.5747769694956532,0.6082364097143217,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.312953367017996,0.1723678079776973,0.1371714362245112,0.5594224159722211,0.5642956838210996,0.0,0.3212273651198289,0.1750677891654519,0.1393926127478225,0.5685889818279142,0.5375450669150793,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.353716089482666,0.1678263487633744,0.1333907608571485,0.5947404332874171,0.5894960045809398,2.0,0.1287128786331761,0.1932182700939383,0.1530978162763664,0.4035689815898627,0.414033548536158,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.341364208645418,0.17390541522225,0.1365681159243987,0.5842638744376585,0.5819867518862072,3.0,0.1749390628005787,0.1689291251919782,0.1375649307322556,0.4598595357745775,0.4477315105986454,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3463311092335379,0.1707736210028028,0.135008735903512,0.58849910027136,0.5808164932963504,4.0,0.1659275474925058,0.1810662035015315,0.1462438759101163,0.4213811619569249,0.4131000301559709,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6685765750888131,0.1209134154001039,0.0904771744005464,0.8176654685205259,0.8205579809382311,2.0,0.6109608385403831,0.12759075337425,0.0972250721081038,0.7850497715347471,0.8049672244627694,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6593281136494878,0.1213428816852018,0.0905200844189972,0.8119903532644704,0.8181498959520962,3.0,0.6722739731807287,0.1219844720225196,0.0957060958820597,0.8213009831900502,0.8397724182502414,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6873894866089483,0.1161532786024323,0.0880732858025673,0.8290896824314111,0.8352735558982625,4.0,0.5493764748140244,0.142504931093,0.1072989334292039,0.749176679700243,0.7728481752421793,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6781868734119822,0.1178621043131843,0.0896706738999271,0.8235211614805651,0.8278022814502844,1.0,0.5950043099734142,0.1357238133457031,0.1023478731342339,0.7747243603656062,0.7876510945102427,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6639346557221342,0.1209059710545136,0.0913221784307638,0.8148219644029475,0.8225043446608677,0.0,0.6426321479098869,0.1256691509097548,0.0949483967013431,0.8018965086516243,0.8202960928643211,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6618409430952376,0.1209816287690148,0.091799171753411,0.8135362057634595,0.820611185061292,0.0,0.665863235667834,0.122606995397243,0.0931444804006429,0.8188467363542857,0.8235696372623936,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6836260084998458,0.1193230492148298,0.0881951527064261,0.8268169586920233,0.8330992849402803,4.0,0.5181827827525142,0.1355311949096877,0.1046994501062491,0.7497952767528586,0.7654721895222452,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6791124968545388,0.1194084394698421,0.0897035705542501,0.8240829296434898,0.8284981112841262,3.0,0.5863238340216247,0.1285315291362244,0.100296951507188,0.774114206820742,0.7983565133963925,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6723320639032957,0.1207787616200526,0.0913117968453603,0.8199587007683445,0.8248209730353617,2.0,0.6133404215499184,0.1246460324893704,0.09613869684194,0.7981494950787196,0.8062081002394194,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6816627094494105,0.1165688361177724,0.0877218117275856,0.825628762654881,0.829724446983989,1.0,0.5811408875530306,0.1401231650753761,0.1091433135575369,0.7630871327393796,0.7663092558517978,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6829014168633152,0.1170467718288485,0.088132559191858,0.8263786074838264,0.8291208477617289,0.0,0.5650196949787911,0.1406602281764566,0.1064751833594132,0.7620139647952178,0.7778157647748771,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6772411030831149,0.1202463791863853,0.0911636393783064,0.8229466958321392,0.8286167166961372,2.0,0.5921171910964083,0.1262644357233472,0.0930461393568616,0.7726775722124822,0.778208651166233,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6854004533976014,0.1169012183612045,0.0871817293442431,0.8278892870232355,0.8342289449955432,3.0,0.54972530906262,0.1416397659904562,0.1101304089662671,0.7430372831993274,0.7599372975625331,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6722931744662655,0.1185738412901022,0.0894388120229148,0.8199349835661264,0.8267639738800795,4.0,0.6273422734781883,0.1318797546268921,0.0999959451283651,0.7952023715737263,0.8056596401683757,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6878249820549447,0.1161419675992197,0.0880557931348788,0.8293522802486161,0.8311663147876267,1.0,0.5543957848084546,0.142144109022788,0.1073028919229922,0.7491334535400863,0.7882020419454102,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6768806911344551,0.1173807546371868,0.0898108605355523,0.8227277208612483,0.8267595411492721,0.0,0.6118178169277472,0.1360057965500886,0.100055843535592,0.7880017805916764,0.7919378210097423,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6755720338630999,0.1190282934621535,0.0884743801926641,0.8219319961182008,0.8292928036872836,1.0,0.6028829107898701,0.1309598281324629,0.1013164868783693,0.7820023087651851,0.7549644148798884,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6815113970058819,0.1174325182565393,0.0892389904148707,0.8255371698325923,0.82713041670037,2.0,0.5821543233527091,0.1370837658515053,0.1023573780035985,0.7638530635481278,0.8016274513502417,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6845984286951369,0.1182496745800352,0.0890359459115698,0.8274047333287063,0.8368877550353812,3.0,0.5610309701381067,0.1338271284167731,0.1029713054149765,0.7643207514951651,0.7524700687681826,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6501505788449305,0.1233160305917388,0.0923636567060183,0.8063192902887205,0.8150052890624068,4.0,0.7002567988170435,0.1153227261313806,0.0948584309836059,0.8409874879774863,0.8399398929691457,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6763720882830917,0.1202947728202474,0.0898975141754029,0.8224185581570729,0.8275332645374855,1.0,0.5910884840129629,0.1269097283246976,0.099063874018853,0.7788956269857601,0.7973177055827372,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6722241157140538,0.1206111656950495,0.0898456286356204,0.8198929296870461,0.8220881817629334,2.0,0.598688600895671,0.1272016178511779,0.099247383445897,0.7781125194661331,0.7971603482301962,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6776813699029287,0.1187173562164353,0.0894966448243702,0.8232141504363948,0.832839466298223,4.0,0.5899320852325727,0.132975809053106,0.1034617679286058,0.7694639890747126,0.7665448469014043,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.650539137055627,0.1251159243683641,0.0940963257354248,0.8065601816409329,0.8134390226950162,0.0,0.7278591673495733,0.1031521692767958,0.0833432231160474,0.8559166402152698,0.8619805026424635,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6700991857302085,0.1184897796472852,0.0882939733194157,0.8185959731531514,0.8269738733004547,3.0,0.6176026999249418,0.1347534988776826,0.1046144943467486,0.791182391047982,0.795528072667225,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6717974115308849,0.1210709591409525,0.090790337242715,0.8196325966119294,0.8287482443615923,0.0,0.6222539237866449,0.1215145108058008,0.0967889576826042,0.7901096150748412,0.7813289867147942,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6751190176583609,0.1212539291583982,0.0909406622777874,0.8216563591399729,0.8282911957521156,1.0,0.6057167276570279,0.1204664576726826,0.0942724557805707,0.7830919477421636,0.788417025382272,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6865697484198388,0.1168312698399268,0.0872718730913014,0.8285951579495344,0.8355300437028245,2.0,0.5472142910516006,0.1412180304459453,0.1132844791100614,0.7408417974130035,0.737138497130163,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7003079387146526,0.1146326319704598,0.0868615050277593,0.8368441435425271,0.8381635631644423,3.0,0.5009195673097009,0.1463113105547863,0.1095853202773822,0.711396532745478,0.7380318329133392,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6718647242188434,0.1192285026758225,0.0905296903037101,0.8196736572496803,0.8231925424626719,4.0,0.6218102380018065,0.1304225587886003,0.0980068479147692,0.7936346982628354,0.8059941232904,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6752704982088127,0.1195838779323449,0.0899441088155341,0.8217485410206006,0.8323513092678738,0.0,0.5989545132356271,0.1299787107686732,0.1028772249263623,0.7762870999083934,0.7786868742576203,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6970625468968968,0.1151877694662617,0.0864805232731737,0.8349028291991074,0.8370860074933303,1.0,0.5113451025967598,0.1446098909589254,0.1097141049883911,0.7245056096539657,0.7637503142357873,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6915899511471646,0.117218277857787,0.0880302885075428,0.8316190071463226,0.8392317372378293,2.0,0.522574323031223,0.1383059694692351,0.1081313073004652,0.7423226925296709,0.7292568587650604,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6845476198543965,0.118364638012903,0.0888263009622926,0.827374054067967,0.8312150342580106,4.0,0.553416949766671,0.1345907128931816,0.1032971754737838,0.7569402322827039,0.7615195428748767,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6883339644859906,0.1170203296644055,0.0888405969756006,0.829659076602703,0.8319727324510398,3.0,0.5365240444361441,0.1403028946995635,0.1048114352103639,0.7409651542088852,0.7638867510930271,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6614622736635954,0.1210795765904647,0.09103011966836,0.8133034481387987,0.8199934703684878,0.0,0.6398383540707326,0.1274083661491732,0.1001898577917268,0.8051004049856373,0.8323804021302682,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6516127937824561,0.1233901154695299,0.093598864028163,0.8072254660413747,0.8162833654241828,1.0,0.7126083070252702,0.1117883492185067,0.0846775236334648,0.8447355321137827,0.838537481599609,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6972029852979607,0.1152393551453937,0.0866301285827461,0.8349869424763376,0.8398433390817095,2.0,0.5071481683401677,0.1452378863955684,0.1110576635014176,0.7216844087443319,0.7383668662092926,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6663849675223561,0.1198896581243116,0.091686823322349,0.8163241704012929,0.8156115349728167,3.0,0.6503155491176594,0.1259009183385622,0.0933421315072696,0.8067561732083581,0.8425850803581194,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.668867870803097,0.1200417143873166,0.0904331541535019,0.8178435383594045,0.8213941755869663,4.0,0.6260017341828107,0.1281197104151266,0.1000472996120349,0.7942489316174639,0.8146608382525432,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6717858753173884,0.1206782632462002,0.0905628364289083,0.8196255497234589,0.8251475851128608,0.0,0.6121593953720872,0.1257860456460955,0.1002237074904334,0.7851517566975255,0.7998650485892264,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6865385179974267,0.1180945030142454,0.0888984403949848,0.8285763291090422,0.8344698770080916,1.0,0.4131937759317159,0.1522881991724857,0.1141089515704345,0.6929222734560458,0.6818907014134381,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6619217436562199,0.1216532745570857,0.0926229720344524,0.8135858487323931,0.8161833901174749,2.0,0.6599080527472495,0.1202090459368196,0.0903527531307468,0.8133191790010763,0.8397795897217875,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6963931646335108,0.1157306340952716,0.0878522143595063,0.834501866397915,0.8355301520797798,3.0,0.4897355329875378,0.1445682435749196,0.1076913484132773,0.7117108486746733,0.7533253161636013,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6607984852559952,0.1197651656732144,0.0910516620126886,0.8128952583967081,0.8227000675605534,4.0,0.6319721355541883,0.1345437396977984,0.0993233958775899,0.7964487905235155,0.8114388415889583,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3220823375092714,0.1695969528106706,0.1361433198144803,0.567523063510859,0.5648527130449675,1.0,0.2915503248271226,0.1855298802781498,0.1442804265731713,0.5426270102417718,0.5122450883780368,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3258405363447869,0.1749685241925928,0.1391387279975108,0.5708245129218602,0.569346950601056,0.0,0.2447630479896824,0.1640954497060507,0.1306713996712218,0.5112528219960581,0.5007114107666908,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3141375977608159,0.174564842475127,0.1392638047928707,0.5604798567793099,0.5428261390876999,2.0,0.2994393813568913,0.1681583988906708,0.1378139663080311,0.5514225996887591,0.5855118655503774,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3464514576064964,0.1686594761477094,0.1339436318040908,0.5886013330818177,0.5795545674328565,3.0,0.1915069867089558,0.1889287306920793,0.1489305372892945,0.4648943979538644,0.4902378412976156,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3204938716901762,0.1714162473258329,0.1356878652940248,0.566121842301273,0.5570456806212722,4.0,0.2890143294064788,0.1779559737460678,0.1486078700596367,0.5407277275423179,0.5532565100619689,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.311954228246196,0.1701284524386597,0.1359466267058142,0.5585286833786837,0.5524943407567221,0.0,0.3152888966043871,0.1845188281847247,0.1504314904780994,0.575520510358549,0.5642197745185175,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3288015087023297,0.1671529051450819,0.132632905905773,0.5734122254186473,0.5680213874962649,4.0,0.2717467316641252,0.1936250963004497,0.1597458740591118,0.5235658025536358,0.5250734581233995,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3247457107182628,0.1676888765234012,0.1343720563807004,0.5698647049657595,0.5651690706607545,3.0,0.27488793418652,0.1930286138382912,0.1492339494056646,0.5339696012550486,0.5390223260868279,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3370087953746746,0.1723586573255331,0.1370686916910674,0.5805246456761921,0.5699533074247864,2.0,0.2098590430223363,0.174942325849013,0.1397027737181764,0.4872807961447909,0.5187152467533654,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3041176732099762,0.1750558709942065,0.1399474236511593,0.5514687244694877,0.5521505221258426,1.0,0.3702281769949912,0.1628457882799578,0.1289650105826894,0.6094154290765442,0.5838993817854123,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3270044599633672,0.1765506249483531,0.1401911170744638,0.5718431035536198,0.5588260587482887,2.0,0.2252287002115645,0.1583697253447238,0.1293363912227632,0.5160881577762222,0.5369137296462723,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3311550442945391,0.1699979588541989,0.1356468075472196,0.5754608049437369,0.5651767948553211,1.0,0.2617310917210929,0.1832442992730922,0.1442921787612179,0.5176024547169578,0.52914209237803,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3281500528817428,0.1695520531756047,0.13732595645449,0.5728438839012528,0.5554953763874507,4.0,0.2610656827868353,0.186010595839445,0.1390277929063537,0.5216536042057931,0.5674330105132349,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3432617931989483,0.1703072041667309,0.133651149988456,0.585885549170898,0.5754315819392879,3.0,0.1765412290636996,0.1830310974416744,0.1471251079662318,0.4586425546502549,0.4438884826285769,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3227322305272949,0.1696652851740699,0.1363908048562543,0.5680953438811405,0.5620877415655635,0.0,0.2902182003879959,0.1851150387226773,0.1447002827602398,0.539016820445413,0.5196422867132521,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.313472046118351,0.1725335192551958,0.1378765555480476,0.5598858192817,0.5549103633172822,0.0,0.3287530145300287,0.1735328706953111,0.1388751190714596,0.5799502495529909,0.5798770346037594,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3229866046651412,0.173894946406545,0.138254295615401,0.5683191660944429,0.5578541229703942,1.0,0.2815592029633932,0.1684443321846986,0.1344866676438072,0.5405300910349842,0.5493503428179581,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3004075842924874,0.1748108702433343,0.1397711412170374,0.5480945629952503,0.5385178108259313,2.0,0.3611977440811517,0.1661844553934664,0.1303339619387455,0.6096964909167863,0.6426154438887143,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3362797959167336,0.1735140124604893,0.1378878643911502,0.5798964371036144,0.574500441474987,4.0,0.2031610137759174,0.1709014510551689,0.137646225938959,0.4674862076248938,0.4917637527881297,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3243318490130611,0.1708463613367956,0.1366958066119461,0.5695014671715259,0.552577475011341,3.0,0.2645021334064313,0.1825124308036844,0.146195205267086,0.5220236051144391,0.5844836200647843,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2816264172229321,0.176394780847189,0.1424152110817896,0.5306849371548655,0.5309517169592872,0.0,0.4337709132923638,0.1590422710917678,0.1287505533878356,0.6948325498972145,0.6773219788276614,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3134041192255783,0.1738487317061355,0.1384519833429617,0.5598251514153948,0.5543115153198374,2.0,0.3258755997582496,0.1684996634274888,0.133294355110363,0.576759711227814,0.5716963535871441,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3107125403846886,0.1686712219100987,0.1348146693815727,0.5574160368541073,0.5574309925927113,1.0,0.3181893431169897,0.1895509902322237,0.153033248174755,0.5821701539566903,0.5440928285241355,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3177024569984357,0.1709937571316205,0.1369259614916866,0.563651065348769,0.5578075799504365,3.0,0.3045298205934188,0.1802225819792073,0.1408823049951017,0.5603932930834521,0.5699808142946505,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3088457016847883,0.172636007333388,0.1366063257020737,0.5557389459733675,0.55956638511895,4.0,0.3433273812440789,0.1734850341123114,0.1427449331116414,0.5865568060622044,0.5543586711654633,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3312314817107044,0.1714848463184129,0.1362566200402168,0.5755272129326366,0.5700893780693197,1.0,0.2437173646296715,0.1790937896936518,0.1412585446732534,0.5041564020117804,0.492692126712484,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3309104544748854,0.1713909114440727,0.1364830012624081,0.5752482406736095,0.5680275644645978,4.0,0.2552036021323993,0.1780931035879467,0.1439831416349672,0.509182674723865,0.5182508484626918,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3213620790764093,0.1742858929914358,0.1399717416810394,0.5668881424554585,0.5640633648228178,0.0,0.2858139193170027,0.1663876465006857,0.1303919652726604,0.5407564407360762,0.5370514360467559,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3390746266290136,0.1713660780932153,0.1373840181411658,0.5823012096032476,0.5656338505068167,2.0,0.183763723761857,0.1794327403968851,0.1375768362200724,0.482275591153681,0.5304746484752874,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3583535826810057,0.166450639608259,0.1306140825798529,0.5986264845635771,0.5978864714998587,3.0,0.1456043720284217,0.1973616963834353,0.1588844447021326,0.4334669169870374,0.4088027751797047,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2863029693070735,0.1733295082730291,0.1390253807932587,0.5350729446898462,0.5407221151403044,0.0,0.3992938227099655,0.1731221474199871,0.1383489154604587,0.6541640658199459,0.6241859163519305,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3048045151594573,0.172420675313343,0.1379865034466642,0.5520911165317666,0.5458688131919848,1.0,0.3446262410561642,0.1758609879825245,0.1431320717565536,0.6078260110871618,0.6278725163781966,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3299175559134274,0.1707493238253181,0.1344092736607971,0.5743845612398975,0.5688201851928076,2.0,0.2383761708327921,0.181545831791865,0.1461470095719922,0.5005935666606274,0.4957819521415427,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3196562669641004,0.167667491601516,0.1336579440354562,0.5653815921220005,0.5747931192157673,3.0,0.2910443077750776,0.1926763347309679,0.1540671546731571,0.5626291282019185,0.5086519678690662,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2956096718931671,0.1740366118247237,0.139658961361514,0.5437000537086962,0.5457247290468724,4.0,0.3835531576148676,0.1681594490814346,0.1352234544252747,0.6301818062132769,0.5937937748731152,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3290341735483779,0.1691325495589192,0.1338863077668029,0.5736150602177293,0.5745213205600637,1.0,0.2485538493896214,0.1872155619380903,0.1514163033739975,0.5057424586935849,0.4902607268071894,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.294269323564269,0.1752109717462993,0.1398799851939738,0.5424660285556137,0.5426489949000913,4.0,0.3966692483618808,0.1634432281231139,0.1342506703830573,0.6488291699511202,0.636474985205843,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3545542334593646,0.1692036983427317,0.1345570987557168,0.5954446270264517,0.5860381147476972,3.0,0.1492166755122379,0.1864545946260208,0.1477786428574542,0.4114351592999976,0.4338673785292942,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.329215929396114,0.1716556074381879,0.1368918384640964,0.5737734748209776,0.5692181530636831,2.0,0.2602861516473338,0.177493420700856,0.1394248416619118,0.5191178409615215,0.5203251716936903,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.315578319347315,0.1679898319889195,0.1337075645509462,0.561763650104546,0.5638653749762853,0.0,0.2496318894666723,0.1939652717888811,0.1525635555070817,0.554034172468264,0.5472515374268423,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3232567097484694,0.1705119032089669,0.1373856869649741,0.568556758265827,0.5619236557103418,1.0,0.2905749718047122,0.1815152747264441,0.1416446328721292,0.5425678417178909,0.5462769895856707,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3030998499670827,0.1752477210208105,0.1396727835563863,0.5505451224864953,0.5482794201668716,2.0,0.3716608818988963,0.1624379814823287,0.1312188401127797,0.6097981220246556,0.6022113967206258,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3235117823389807,0.1731619372959932,0.1388953628799887,0.5687810246343653,0.561761188220509,4.0,0.2792806956565586,0.1718824747397291,0.13302150391462,0.5356626209868538,0.5476404020724235,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3330381349906772,0.1703624762400463,0.1357130779997691,0.5770946365388664,0.5664682333135449,0.0,0.2442122230995951,0.1826317061185487,0.1444263737669447,0.4981757676834663,0.5336666092006106,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3242069635831587,0.1723716978934274,0.1363725622373215,0.5693918168107468,0.5703184535616594,3.0,0.281445855515727,0.1745653741193166,0.1415646917273177,0.5378494088826842,0.5129246820248057,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.686061951777216,0.1189890617149123,0.0891938921523436,0.8282886553900809,0.8360365508559877,0.0,0.5309029645378572,0.1331899406206093,0.1045380499691863,0.7492847455152534,0.747151630177642,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6726617520454885,0.1174642975218026,0.0895840036042253,0.8201596972039338,0.8229953196221276,1.0,0.6024954492311749,0.1398071028304235,0.1049615945834983,0.7819364287750616,0.7943063759588669,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6496710999778771,0.1240319629833702,0.0937325796690183,0.8060219024126168,0.813648375384161,2.0,0.7083664558630907,0.1112709112293941,0.0889879837733542,0.8437640565816826,0.8413664862478282,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6738709315254556,0.1182986324909489,0.0900904155705783,0.8208965280767011,0.8236593885987916,3.0,0.6073028986336549,0.1353536061808427,0.1037834683262264,0.7805606848100168,0.8016643689367096,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6539490080778527,0.1224922153006912,0.0920257449391151,0.808671251835515,0.8148730065043699,4.0,0.695607739311789,0.1168651194546154,0.0937688898581469,0.8348884500987063,0.8419875744092817,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7005640417212999,0.1132945130785022,0.0862030980128105,0.8369971586935196,0.8350197554054886,3.0,0.5080502526871774,0.1510094471408291,0.112734328816103,0.7218090049828361,0.7508403777292141,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6635885111095162,0.12024875747206,0.0918510146845603,0.8146095174517547,0.821760330295666,2.0,0.6485444437930505,0.1270624186568084,0.096431290768152,0.8076174609062585,0.8013905240619462,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6835474082090134,0.1174739936223232,0.0881704496779341,0.8267694166984922,0.8332532415123551,1.0,0.5584096091956088,0.1386530699401807,0.1096678560341891,0.7501873936295055,0.7423082545584331,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6575741063499032,0.1229270284104005,0.0929082966637789,0.8109095522251359,0.817425709013634,4.0,0.6718897559853689,0.1170184573915889,0.0914219911545835,0.8199821440118128,0.8287880338723597,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6719840691476435,0.1201397704434375,0.0913148695195692,0.8197464599601859,0.8219992243948279,0.0,0.5898009579843722,0.1316646911048187,0.1008901179242497,0.7759645961527112,0.8017964155704814,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6519097140341658,0.1237824435037244,0.0942399651152099,0.8074093659824999,0.8103628400886541,3.0,0.6959288921821773,0.1129233870134443,0.0854036742268498,0.8348146455734005,0.8505123124904587,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6814170561855394,0.115831750141014,0.0872104101456699,0.8254800276066723,0.8294648006043255,2.0,0.5706238916228473,0.145893418339975,0.1139462339302708,0.7566507839985979,0.7706815314943996,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6930333269954962,0.1153072965638638,0.0877168319642151,0.8324863780238173,0.8318299529254782,1.0,0.5313007721102185,0.1450202751687537,0.1105719544985821,0.7330144280710842,0.7831375438373195,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6677470431350558,0.1189053166754884,0.0890957821344361,0.817158004406557,0.8276075880299598,0.0,0.6139179175873517,0.13601505755148,0.1083421687386051,0.7878894695933583,0.7765344614803029,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6788658514388692,0.1176864777712199,0.088645634464486,0.8239332578039804,0.8336478632291469,4.0,0.5834306873640558,0.1372509982252671,0.1076032213932039,0.7645393177159547,0.7589443191478916,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6771583947343202,0.1184998496521842,0.0886272693889695,0.8228964409638303,0.8256218527853801,0.0,0.583328146747849,0.1350235164523334,0.10461696632,0.7710282571488272,0.793557609541939,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6838601061307803,0.1175416773471461,0.0895814299189794,0.8269584655866176,0.828873146091603,4.0,0.5579174710740196,0.1380929520110619,0.1000088117350015,0.7499181811622617,0.7717823370352696,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6715642859973776,0.1195794921112005,0.0903456333058795,0.8194903762722909,0.8261229820099546,3.0,0.6089907536814483,0.1313275883610978,0.0992759680916286,0.7822691346012122,0.7894749694329637,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6528209211728063,0.123179682045806,0.093002278207014,0.8079734503401574,0.8153316597024631,2.0,0.692547814966953,0.1156185069346136,0.0913442556098787,0.8338002559613806,0.8289203666737837,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6689284423301827,0.1199566797888604,0.0917421948798195,0.8178805814538617,0.8186955584468816,1.0,0.6334509755960998,0.1269370909937243,0.0926839329297344,0.7997075905182225,0.8308547887219443,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6492324640361347,0.1218357304061096,0.0918216792229914,0.805749749337566,0.8130173604613595,0.0,0.696798619940658,0.1219618629158272,0.0954575034679347,0.8390935071261207,0.8429429686952739,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6481639420584586,0.1201753102859718,0.0908966868900651,0.8050864541622234,0.8121275074202442,1.0,0.683873612026378,0.1298034826362047,0.101161299812734,0.8370840099531135,0.855633062994952,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6625772381242666,0.121940099794721,0.0916560476227591,0.8139886071931504,0.8216719024577821,2.0,0.6518690147823052,0.1208572536268391,0.0933204675513655,0.8077954066308962,0.8111670361895588,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6744749490677774,0.1189230362264554,0.0898621638560902,0.8212643405672707,0.8247027912901866,3.0,0.5908898484172094,0.1344044763573384,0.1011283740409823,0.771671000497715,0.7875291085291755,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6786668102214494,0.1180318106285228,0.0895695957450177,0.823812464382419,0.8248556246453218,4.0,0.5828006337565521,0.1368034056944201,0.1041082623654005,0.7636424825247845,0.7938361791808309,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6667909336326855,0.1187840803233233,0.0903980927667479,0.8165728238511047,0.823817205610669,0.0,0.6410935508425495,0.1315888002109004,0.0995141474853114,0.8009651896556511,0.7964972245940563,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6620469414542702,0.121482724236312,0.0913520054230052,0.8136627726070826,0.8189091276071468,4.0,0.6575103071056813,0.1219669573600057,0.0964378782985237,0.8124357447184777,0.8278877912981668,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6637762029079328,0.1212245896764231,0.0911796732858589,0.814724762974802,0.8206740409611365,2.0,0.6367767169111402,0.1256439901831175,0.0982980658811722,0.8051047533860458,0.8097480750943388,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6648882791358526,0.120081485417511,0.0912008941802218,0.8154069447405543,0.8240047439307608,1.0,0.6438364512058783,0.1278984507446901,0.0993630559277833,0.8054672088867448,0.8048393859637155,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6833729494108707,0.1176507626176394,0.0886660044315854,0.826663873799578,0.829078107878402,3.0,0.5715468995282609,0.1363863823223175,0.1058415274497165,0.7608908599792867,0.7859873804667962,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6696350236788953,0.1208720638161616,0.0926802982539005,0.8183123941022707,0.8201312598969742,3.0,0.6226713582142864,0.1234579728221591,0.0905383845735082,0.7921228348831185,0.826082977921827,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6483373937803468,0.1199592299488638,0.0914541841471427,0.8051941153944138,0.8131281108055488,4.0,0.6620721688236303,0.135907140330469,0.0999182114889004,0.8159795795567689,0.8266098565804013,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6837650511809222,0.1190233159203051,0.0890667798987155,0.826900972133011,0.8333481211130669,0.0,0.5416825874820254,0.1338512320648201,0.1058785777079051,0.7469973002678928,0.7512170515713342,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6711277364878765,0.1199200217555954,0.0904499894385582,0.8192239926107645,0.8227553344973529,1.0,0.6179371817851751,0.128586025348236,0.0964090881432278,0.7910214242401656,0.7990493454395173,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6742951481532106,0.117081220859867,0.0884504060397803,0.821154868319157,0.8264677244541832,2.0,0.6175166975559288,0.138169211513913,0.1077158448600696,0.7909801426613241,0.8016391238706897,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.685337909005383,0.1178321975026932,0.0878940723601846,0.8278514789893343,0.8298009182056884,1.0,0.5181432405849926,0.1418602504519683,0.107456265363485,0.7445674376698367,0.7756581762282857,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6738245776045266,0.1212652748642257,0.0929184625284506,0.8208682882139711,0.825874651502252,3.0,0.594213785145872,0.1238371915968841,0.0915461222244939,0.7736581431347787,0.7909604354645908,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6745097459854899,0.120014310367543,0.0912000540914357,0.8212855379285264,0.828050560211236,4.0,0.6019391231113014,0.128008578433897,0.0955475590816671,0.77879169558616,0.7864155900537392,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6675785936911207,0.1196792492691953,0.0910479062918727,0.817054945740246,0.8167929262186802,2.0,0.6170094391168488,0.1309536537012509,0.094553559287246,0.788714674586037,0.8016494817483235,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6622159039537185,0.123434478644909,0.0933500306877206,0.8137666094024765,0.8159018246590344,0.0,0.6590022461504264,0.1129032598084586,0.0858349389375996,0.8206533611284264,0.8449443713660512,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6681388502288765,0.1188034344627281,0.0892720194366058,0.8173977150773368,0.8281010955342826,2.0,0.6303775689290332,0.1326925856641551,0.1026241668962314,0.7971506630316774,0.7886547557618893,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6692324223999995,0.1217321494005501,0.0925104684277483,0.8180663902795258,0.8247718790446683,4.0,0.6150934436626792,0.1224348963981935,0.0901307055866225,0.7889061061912499,0.794936438995468,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6804640349987787,0.1177962969451626,0.0894193597906351,0.82490256139399,0.8296961772482625,3.0,0.5707868632858601,0.1383196853852895,0.1034294493859806,0.7569195383838703,0.7810348733447252,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6737707964010438,0.1198174368819574,0.0903378540084043,0.8208355558430589,0.8272444637174942,0.0,0.6082909617777617,0.1286143404109125,0.1001104781891385,0.7825029819236394,0.7816146250403824,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6630956129277834,0.1212218012866502,0.0921892184000415,0.8143069183430696,0.8187465221347132,1.0,0.6568924848061846,0.1226414439735244,0.0962616288930791,0.8118286725996136,0.8280758296057565,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3123334646747987,0.1718890979924551,0.1367617460326255,0.5588680893075105,0.5533304789719076,3.0,0.30854425144647,0.1769679860006798,0.142394385516231,0.559948394743456,0.5672741411792606,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2953390041366909,0.17558767745427,0.141198418689221,0.5434511013986842,0.5401744195049436,4.0,0.3906165797361977,0.1622463515851489,0.1287861786426795,0.6299822831305681,0.622790840287439,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3082986190302972,0.1702119602906129,0.1359082270577509,0.555246514205237,0.5568197909080478,2.0,0.3365457421333112,0.1835759587119506,0.1479584869883168,0.5852026745159878,0.5614846437789418,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2969207741482292,0.1701761817126818,0.1366645325362357,0.544904457890716,0.5375711912031381,1.0,0.3622394432720368,0.183620864793244,0.1454758935236503,0.6116659761310286,0.6262425856378717,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3159644711379993,0.174836404009544,0.1395440535644598,0.5621072328894936,0.5500602684617469,0.0,0.2954199308496358,0.1656317707470815,0.1323143742981869,0.5654549742184483,0.60064119986272,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3181326885025904,0.17630707296121,0.1403101158363938,0.5640325839601213,0.558786348938398,2.0,0.2908781448463483,0.1589682802176734,0.1286831083217873,0.5463534914093956,0.5457850557074515,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3287900295721983,0.1722785419871174,0.1365128123001772,0.5734022305515389,0.5707150591428408,0.0,0.2182344348922159,0.1762046719800932,0.1422197684146606,0.5176088711809963,0.5185715623235645,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.338447706334506,0.1702667860238367,0.1343518575277933,0.5817626555783832,0.5831938771898655,4.0,0.2159244079862323,0.1835220603182691,0.1473838741627413,0.4832884795642739,0.4562395626066527,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.318540429501018,0.1711220365068732,0.1371075323687504,0.5643939225787525,0.5585778597911876,3.0,0.297160122238979,0.1804604263078977,0.1418090481866955,0.546875775368233,0.5546658881288794,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.292448353819793,0.177251867625184,0.1425821541673355,0.5407850155620324,0.541529135610766,1.0,0.414951376161851,0.1541244881636585,0.1235091435668645,0.6576434877826922,0.63713053270745,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3059703184842164,0.1746164350934345,0.1380045841234669,0.5531459082137988,0.5551217238150191,1.0,0.3466238850624595,0.1656915187851831,0.1367496369126137,0.5892082220574208,0.556074018641152,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3278335522359723,0.1719220296161697,0.1370893703499358,0.5725675871152647,0.5675861393336271,2.0,0.2609152927232773,0.1767047273778438,0.1411521966295254,0.5132335558221794,0.5174760453244163,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3374081061261763,0.1668282917901134,0.1321234118459255,0.5808684845671833,0.5770503421114266,3.0,0.2207193166695896,0.1957658136603977,0.159947053706865,0.4764014955741845,0.4775958238608873,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3015517968083248,0.1716056022126277,0.1363944320712951,0.5491374140960292,0.5505706901745825,0.0,0.3526535621258386,0.1793103247194997,0.1470156186624891,0.6002013007267308,0.5984202230245017,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3403572593739213,0.1720490104876161,0.1374979588263292,0.5834015131607592,0.5667601515543347,4.0,0.1855289539883946,0.1766230532133232,0.1386405102609419,0.4631435366886619,0.5329221704416344,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3257077729343358,0.1719451923233907,0.1367386539691465,0.5707082334882578,0.5552437945946408,4.0,0.2459459007298042,0.178740949019931,0.1466775522380058,0.5290646016248376,0.5800994934213646,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.311802191080416,0.1767908452990791,0.1407658803292598,0.5583925670930922,0.552502533866873,3.0,0.3240171228803734,0.1560875130899944,0.1265385908403309,0.5828579648459802,0.5874725151999466,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2940728388546085,0.1751224281656711,0.1411555755741685,0.5422849079692419,0.5347484268612357,0.0,0.3951149477015337,0.1639000761742655,0.1302141183274679,0.6412555807440752,0.6501133246030812,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3023092689848181,0.174261101049208,0.137787985036328,0.5498266532527853,0.5377256076180962,1.0,0.3567285390780195,0.1686004816065948,0.1431447137887433,0.5983536731586963,0.639781585882118,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3164878208889518,0.1739755781875032,0.1380905667100954,0.5625725762334086,0.5617285858030352,2.0,0.2984957687659333,0.1692953459634547,0.1356051443111018,0.561306745171246,0.5394344556888828,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3396044261036691,0.1690797543139282,0.1362232237059828,0.5827559664752944,0.5745524123866015,4.0,0.2097413867127243,0.188290731247804,0.1400748346721621,0.4794314695959745,0.4968168232990536,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3181963374940197,0.1738961667183544,0.1402593899954398,0.5640890039535451,0.5557380173515505,2.0,0.2997068372817485,0.1689095913244125,0.1299466000997991,0.550249355663761,0.5754177108641311,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3280901213080073,0.1712957799973653,0.1348599340166801,0.5727915807490571,0.5690949723318123,0.0,0.2600664469701426,0.1796623155607365,0.1498689907918595,0.5276000548798025,0.5250669559160508,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3228127067930711,0.1737240471380749,0.1388217384855684,0.5681661518737441,0.5627099255315877,1.0,0.2827095951487206,0.1692848345543828,0.1333163567036329,0.5362556796661511,0.5453181613568732,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3071471509415016,0.1714418739621062,0.1372589293199966,0.5542086403165429,0.5533448695712788,3.0,0.322056534733974,0.1795247469969652,0.1431167773466711,0.5865657964070097,0.5693986175883152,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3169983990995043,0.1746216279221468,0.1388173397318865,0.5630261971718308,0.5697384455967799,2.0,0.2976505896415241,0.1663615605922443,0.1335251452372702,0.5525609533754449,0.5146029988808337,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3294190964775007,0.1684323708370143,0.1334041334365076,0.573950509002464,0.5808568250958178,4.0,0.2507394792634776,0.1905205829428351,0.1549266340504142,0.510858757236861,0.4741963813202119,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3302214817817499,0.1697521249049308,0.1364606319196842,0.5746490747336828,0.5619681942778652,1.0,0.257380222946587,0.1852320399088073,0.1431226473180259,0.5106898125033084,0.5455233499343877,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3253594699291288,0.172477477690017,0.1365586241401389,0.5704029606032797,0.5677993085459708,0.0,0.2584186492393754,0.1746427004490084,0.1410502509255424,0.5159521057455838,0.5155203203054326,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3078626869756699,0.1688221691402059,0.1352804041872017,0.5548538532310652,0.5633918180703947,3.0,0.3240947703156509,0.1903124730253725,0.1480067320627008,0.5772535615348586,0.535181430140449,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3074840085368111,0.1752766126515957,0.1390887765971758,0.5545124827158602,0.5518236481693344,1.0,0.3501341583630857,0.1629129272531484,0.1326402748724131,0.5940417793603152,0.5877140402841292,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3249761216989405,0.1741327734712534,0.1396159983282081,0.5700668274419368,0.5577135300704681,2.0,0.2670773754144543,0.1682006426971853,0.1321379644863033,0.523064545381273,0.5661007093128425,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3181737616708638,0.1754023068357346,0.1393894528421396,0.5640689942417778,0.5605918536672414,3.0,0.295523222843043,0.1626685850956033,0.1325248421060745,0.5525956008856232,0.5511018890247512,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3188168654507312,0.17257193759931,0.1367105810529281,0.5646387786006166,0.5602430270623948,4.0,0.2999372577199892,0.1737190002091296,0.1425766236496018,0.5480553869564158,0.5370090020370536,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3339973267327976,0.1720695566691714,0.1361456822415532,0.577925081606906,0.5779581513376869,0.0,0.2169764529542998,0.1769718425681748,0.1468189092689328,0.4815150230822081,0.4785201630045312,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3246627686208136,0.1718988527151901,0.1376116617483427,0.5697919284209074,0.563576719913957,3.0,0.2673463310930365,0.1780098035763979,0.1398477247205412,0.5221578588864075,0.5377828899885532,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3119327803431261,0.1767103164919306,0.1416191246433051,0.5585095207588135,0.5507696817414387,0.0,0.3167772893740078,0.1573606408321081,0.1270608976278541,0.5677726216054348,0.5814326039062387,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3268552449715801,0.1696635780857006,0.1363533992543914,0.5717126216472278,0.5565577576075186,2.0,0.2715903933564956,0.1855621831486107,0.1450872384312297,0.5225049217942144,0.5687068490053544,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3142351440872474,0.1726995612663261,0.1382032464682086,0.5605668949618796,0.5646859934958669,4.0,0.320356523068165,0.1735646875070861,0.1356987778881749,0.5741830056862801,0.5265878377612193,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3054178236007855,0.172608185996879,0.1389448410549704,0.5526462751272612,0.5458873477985939,1.0,0.3523500467496492,0.1739942137283222,0.1366245628420266,0.5992857097869426,0.607052297580164,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3065475595440399,0.1708159307179939,0.1357355985121434,0.5536674545800977,0.5528047259547844,4.0,0.3118282936067256,0.1813262002923488,0.1496038228993533,0.5736641540089523,0.5672537250316548,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2928515904413491,0.1741270584310306,0.1387152989062582,0.5411577116434596,0.54053545050069,0.0,0.3921542585489705,0.1682611319100239,0.137549628859571,0.6474435468812033,0.6400607866863657,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3377616137555181,0.1707337865641471,0.1364784103880073,0.581172683053874,0.5722954547957773,2.0,0.2087695818255768,0.1814268530634598,0.1417982998413268,0.4738567358082871,0.4981061654578018,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3318709512007187,0.1686257874192221,0.1338058212185023,0.5760824897414829,0.5813100419661464,1.0,0.2511776672166345,0.1895081683911364,0.1503235782778356,0.505637771497758,0.4734165019206955,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3225671320377499,0.1697834328695649,0.1357140812334676,0.5679500331426022,0.5685789835234452,3.0,0.2845325164987672,0.1855334201928385,0.1457233328605453,0.5432650606296725,0.5093581749034588,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6624012908891691,0.12158889376736,0.0925310686728342,0.8138829378886168,0.8169296925537292,3.0,-0.280975782962735,0.1621563201393657,0.1275357710076418,0.5635637593389111,0.5122329619431946,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5709998109050684,0.1321044657903373,0.1031818655118579,0.7556652197837965,0.728931381917913,2.0,-0.3780961684495127,0.215633084067833,0.1768276274460591,0.6566379252384635,0.688267522591392,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6241788466815572,0.1210886548897858,0.0928138870106813,0.79005347906533,0.8026512570887128,4.0,0.196264696958777,0.2415371197762578,0.1709234201170208,0.8065420984224915,0.8763857365630913,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6489397078987515,0.1245171256672322,0.09544907684986,0.8055766247414667,0.8086650242475882,1.0,0.0498779616918134,0.1787883998404334,0.1237111421541457,0.7260701088433203,0.7639500358993652,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6591135161127823,0.1161120469664489,0.0880101726706508,0.8118625881281037,0.8235984828068276,0.0,-0.1421860166805824,0.2856978177284457,0.2213371515920004,0.6849867066845012,0.7340604982481111,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7060653539783075,0.1138430466480201,0.0849917451142794,0.8402807840329752,0.8350601290211886,0.0,0.1118627977235746,0.1722978923465297,0.1376384169208578,0.4968743497213864,0.5248599486933505,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.612004201569945,0.1291123880664914,0.1000106608566255,0.7823220789089831,0.7579760647072119,3.0,0.064091407189709,0.1798635238497973,0.1502144587114438,0.6731429478672393,0.6896492652877345,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6412960039418721,0.1182224361312783,0.0900810402126647,0.8008126176285912,0.8117594263015311,1.0,0.0854533215686633,0.2898801494731742,0.2363871175848382,0.4260530374174084,0.4916134147463286,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6120206371685717,0.1291096534210782,0.0999747097086093,0.7823252022541854,0.7585035723390943,4.0,-0.0209745938348133,0.1878597966989893,0.1559828253889702,0.654353183139915,0.6896492652877345,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.706087522216554,0.1138387536063517,0.0849654144171555,0.8402999963516182,0.8351082537310609,2.0,0.1379873272795188,0.1697449095348775,0.1354711783008833,0.5099304566143448,0.5294621233049126,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7129036914014613,0.1130335565362253,0.0839075379538618,0.8443489552909653,0.841198805955461,3.0,0.0373596664394485,0.1700660427641556,0.1357382839494341,0.5556623340174818,0.577763012447283,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6844037323022831,0.117857714885475,0.088642444469652,0.8273122134780135,0.8188268040783163,4.0,0.1731572753005573,0.166487486522924,0.1297711544388959,0.6185068925226598,0.6624085599477262,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6413211898551691,0.1182182856446282,0.0900990466699592,0.8008295945535029,0.8117256493678894,2.0,0.0819941922335141,0.2904278451628928,0.2366998604642063,0.4305775398152706,0.4440476059831218,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6412909594847185,0.1182232674098863,0.0900671962111622,0.8008114859881006,0.8117101395514209,1.0,0.0806704819300276,0.2906371596584206,0.2368898883107937,0.4305939047862379,0.4440476059831218,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6570108656413619,0.1076233033603502,0.0801971987761308,0.8105805238729445,0.8110596176036684,0.0,-1.1037044515411734,0.261878097721664,0.216439961445302,0.4876870363259508,0.5497929874946124,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6714593101147567,0.1200143146662447,0.0911190941526653,0.8194298848218087,0.8226350302409513,3.0,-0.334038341064899,0.1889183736790944,0.1648057810677338,0.4770537496295,0.5527100797887778,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6714403492978094,0.120017777763344,0.0912458052421869,0.8194243825866394,0.8223628157288047,1.0,-0.3980009597505285,0.1933943478448356,0.1689880880227806,0.4748906216319628,0.5527100797887778,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6623616671379524,0.1215960289645481,0.0925876635037026,0.8138650648552417,0.8168781654967959,0.0,-0.2716941907466954,0.1615677824371491,0.1270976911038206,0.5669892453471563,0.5122329619431946,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5431773913967697,0.1371691900960182,0.1086126042705812,0.7370512775692115,0.7067017535225425,4.0,0.5058757774284575,0.1325205400873083,0.1042024641630866,0.7569053727105055,0.8046879188993744,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6918857046411128,0.1165240041683479,0.0881459005223152,0.8318021521096028,0.8202278103520546,2.0,0.0722290880888066,0.1776616570996202,0.1402088263128942,0.5849065706440937,0.6147317227986754,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6581319451412574,0.1229347113239063,0.0941104191758309,0.8112704693109157,0.8141917645268377,1.0,0.3919451485195178,0.1475758914238565,0.1047523850731182,0.723138132562759,0.7900114262802761,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6119874612790849,0.1291151733487363,0.0999944635191369,0.7823215508765546,0.7584458091812332,2.0,0.0199060789672163,0.1840603435057014,0.1537912780353675,0.6584271998729978,0.6896155552112285,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6656566907688883,0.1211959755372726,0.0925746667430794,0.8158810225395661,0.820444923523733,0.0,-0.2515264988631558,0.1898070698884371,0.1432534873676876,0.7103820356834651,0.7482378800833582,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6795947210450952,0.1195489039568792,0.0905297209125191,0.8243841326603889,0.8296109148601204,4.0,0.2688421687198714,0.1425377890254721,0.1054496120578383,0.5298252001350916,0.5519711934390581,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6569582745251015,0.1076315540775646,0.0801447331328141,0.8105475745365377,0.8110596176036684,3.0,-1.0893591635453037,0.2609836890565591,0.2153157690867197,0.4842152218518275,0.5507350604967131,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6229411704790998,0.1281866632567055,0.0987501167963113,0.7892699948925002,0.7708569138571212,2.0,-0.245018747325953,0.2083621243913875,0.174310771425962,0.6529252964706542,0.7231850495849261,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6489813859970928,0.1245097340721645,0.0953188179510846,0.80560603336713,0.8090301556645044,3.0,0.0690988657150585,0.1769707214272902,0.1221948566041813,0.7312139733471126,0.7717793459667759,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6929026658776705,0.117308983063984,0.0882803879278868,0.832412313297282,0.8399855172613583,1.0,-0.5974420487140637,0.2203095681086075,0.176305424340513,0.3863507101866121,0.4008689349213757,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6277018632739573,0.1268009433734166,0.0984983221182496,0.7922836358770619,0.7917944147229845,0.0,0.4405077660612919,0.1346395816204375,0.1043711153551305,0.6900222717450231,0.6040006352700237,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7129416144707447,0.1130260908864898,0.083879861374293,0.8443726706044266,0.8412726262117808,4.0,0.062575632801429,0.1678238571349409,0.1339998032405992,0.5607084637548644,0.577763012447283,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5943358548610617,0.1314264953780643,0.1018064648181055,0.7709378013837772,0.7464031289159258,4.0,-0.0265222404208451,0.1862747513553639,0.1537634533974622,0.6559991568607588,0.7151989101964283,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.641565524365856,0.1239139465325172,0.0953687275025557,0.8009789340708625,0.800642213887795,2.0,-1.488373200316682,0.1593223976172358,0.1374075139108165,0.6112660986061592,0.64218459870015,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6226300038336225,0.1282395451746325,0.0988979095777213,0.7890759088878503,0.77092781109728,1.0,-0.0117547420224322,0.187831512428628,0.1586291581607531,0.6803555146893372,0.7236940346961258,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6796151699116155,0.1195450889782461,0.0903531338252693,0.8243881533626278,0.8297246190479618,3.0,0.2463735284455623,0.1447113257977069,0.1053047813210567,0.5206533511709537,0.5789867256006854,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6199298068936094,0.1279346228201481,0.0981116176400844,0.787357854631583,0.7701371189780506,0.0,0.0468895033403529,0.1826526648834187,0.1545497348570378,0.6957131703729794,0.7266108019452171,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7058088691638098,0.1138927050434712,0.0851813946200016,0.8401440644157846,0.8346699051293746,0.0,0.0864493941790262,0.1747455958002959,0.1383384049608052,0.4978924259098503,0.5161863448235228,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5430775934282615,0.1371841723437196,0.1089033799533945,0.7369704092258056,0.7073185525821621,1.0,0.4893887855545962,0.1347132456085103,0.1061490986754016,0.7440930632148552,0.8116798565362118,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6198008453565187,0.1279563257142512,0.0982373762033227,0.7873028582760182,0.7698068876544256,2.0,-0.0338371761016842,0.1902306356940598,0.1606468582603394,0.6848828947296104,0.7292880039869397,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6796200699572494,0.1195441747985221,0.0904527334451072,0.8243983346334085,0.8296109148601204,3.0,0.2846639509424687,0.1409871416464863,0.1050017203870358,0.546607221797484,0.5822193533807091,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6238995600248705,0.1211336392722321,0.0928878916230644,0.789884416610794,0.8024514278114709,4.0,0.190455618277372,0.2424084153209899,0.1701836562326455,0.8081489236926948,0.8845554514160414,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6620953672368783,0.1216439717260996,0.0924761337349744,0.8136968903026005,0.8169546461251135,4.0,-0.2798130525474274,0.1620827095011522,0.1276863640926214,0.5641792650179964,0.5122329619431946,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5707382769570397,0.1321447274723509,0.1030520029258006,0.7554763563000493,0.7291919192239036,3.0,-0.3729798262021044,0.2152324304063045,0.1757131062946248,0.6576811256910194,0.688267522591392,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6117867541219253,0.1291485627195601,0.1000178156241762,0.782176614441607,0.7582781486000633,2.0,-0.214567738997758,0.2048977791120864,0.1699860654006007,0.612055363602495,0.6905001668892086,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7230248439717473,0.1105868355717605,0.0818950895566816,0.8503210092594222,0.8425125452073109,1.0,-0.1190090516590538,0.1804126465629662,0.1411533926171758,0.5399508759940692,0.5734346309915319,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6410060123468475,0.1182702145041629,0.0901236175351384,0.8006411423944073,0.8117408145217693,0.0,0.0797598064441746,0.2907810746625974,0.2374762297180259,0.429668624765337,0.4782210996576588,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3279497653115056,0.1735136810572621,0.137789261166522,0.5726691620001605,0.5742849723305739,0.0,-0.4499336681117236,0.2037442950061297,0.162539199086856,0.2771324414778,0.2605160066936189,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2732708749664579,0.1695347278086183,0.1345901546121159,0.522756717971162,0.5409788247656415,1.0,-0.0793657873346087,0.2777300214220321,0.2145759663801839,0.64805352235128,0.6648233157830666,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3303513688259686,0.1724651637242074,0.1371660967760979,0.5747671761637785,0.5684744962922053,2.0,-0.3312329177938542,0.2193494864385342,0.1660937037453998,0.2174728747417949,0.3443649545479059,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3534643490418533,0.1666673926466658,0.1345352914207289,0.5945323480609284,0.5657808736450776,3.0,-0.0175816926672198,0.1875473892442551,0.1570137446896101,0.208820159817503,0.1707970461644379,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3600292981392091,0.1670007153471515,0.1342020796181094,0.6000262979123291,0.5833841780936064,4.0,-0.1176149457297779,0.1974135378829356,0.1663044156701843,0.2260847076681702,0.2812465311133518,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3037239788380795,0.17471459528431,0.1399727888825634,0.5511124516244845,0.5457121144593924,4.0,-0.6995260873252107,0.2132327756117326,0.1888658482883106,0.4288917738665929,0.4736654667156709,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2736592874352873,0.1697429621787976,0.1344090078919401,0.5231276365643883,0.5395243876144854,3.0,-0.1652392789919199,0.2715685078983826,0.2138690857343062,0.5978140497528717,0.5785485343455693,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2776287860911927,0.1792973224420104,0.1422270836374093,0.5269054648821061,0.4374223425537826,2.0,-0.0483098174172578,0.1774722297189664,0.1561054314857171,0.3718867523068355,0.3448602539303295,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3266248991965205,0.1733102681244979,0.1379261915631701,0.5715110840996754,0.5742154928488307,1.0,-0.0217767988580519,0.1685009945229148,0.1411048540907992,-0.1442634616974803,-0.1353329904901916,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2625194740442027,0.1777422116625672,0.1437895102181348,0.5123694849649172,0.4974800372289921,0.0,-1.3063092015880038,0.1533832167686842,0.1378631550348133,0.1015416439471207,0.0608998457205862,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.425788985229369,0.1733307085300442,0.1401984813934901,0.6525253167010534,0.5745484079402845,1.0,-0.0893705247336269,0.2081847034974182,0.1761177398782245,-0.0183545255222314,-0.2570402052229508,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3313491328809386,0.1659519980859608,0.1346069195705397,0.5756307043585732,0.5427263049457399,3.0,-0.010702767701969,0.189529515600538,0.1474839850785561,0.2049807640300738,0.1516201244402031,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2958063260179588,0.1746675390451862,0.1403365679820704,0.5438827266675423,0.5302233013042276,4.0,-0.1040012091298319,0.1913089708276005,0.1500063259976665,0.0451488953364024,-0.1284462865225478,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3462839885698028,0.1672402468104762,0.1351217834369587,0.5884607456012261,0.5711040186266471,0.0,-0.0112333320752384,0.1878429213648094,0.157252264834614,0.2417270376570517,0.2757553090194349,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2958040482080524,0.1746678215378752,0.1403823249662735,0.5438833785476076,0.5302233013042276,2.0,-0.099848073085716,0.1909487896878011,0.14966442676062,0.0501857251022104,-0.1284462865225478,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2776132497705622,0.1792992505405131,0.1422018769893437,0.52689167662283,0.4374223425537826,4.0,-0.0787616738710996,0.1800314309689803,0.1586174767149334,0.3718867523068355,0.3448602539303295,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2783070629177685,0.1783101093551972,0.1410085103185616,0.527560731456239,0.4157488236004589,3.0,0.0141032608324231,0.1652653560106257,0.136270436257241,0.2102063436269139,0.2017332814898806,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2822734350849815,0.1780174327168864,0.1411870743423667,0.5312959113241675,0.4331627524912912,2.0,-0.0461792127559337,0.1744428690650928,0.1500896319248006,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2658894015319722,0.1692363271271331,0.1347796240734686,0.5156503803920462,0.5282147780305607,1.0,0.0491398162534328,0.2627154972518238,0.1940728720675997,0.6903973111544631,0.6947148615144252,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.1042780748287183,0.1739212865604898,0.1373271064233776,0.3229258850757563,0.3214924184205701,0.0,-2.434805630686263,0.3346246251299892,0.2921157964554577,0.3297783038182016,0.2307042007025248,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3266181828901939,0.1733111324287664,0.137869795267281,0.571506225135362,0.5742154928488307,2.0,-0.0226561073350168,0.1685734822180541,0.1409075868337334,-0.1442634616974803,-0.1353329904901916,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3350822417926583,0.1726144754142841,0.1370860528591118,0.5788682342591732,0.5794316649406962,4.0,-0.6323887493861327,0.2227063496726174,0.1819907744140775,0.1310537397100992,0.1522496143014656,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.1042348814974539,0.1739254799094366,0.1372890237658816,0.3228632826605083,0.3214924184205701,3.0,-2.422794119233964,0.3340390217479504,0.2914716323305012,0.3297783038182016,0.2307042007025248,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2546316148847544,0.1812869757906042,0.1452327329534592,0.5046218328383749,0.3877415943016673,1.0,0.1910435168374842,0.1644381241218448,0.1337297231678912,0.5110779907685681,0.4630031309029934,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2413260744716889,0.1727527268922591,0.137919958891799,0.4912540628459773,0.5039789551008973,0.0,0.2646039176297075,0.2315218012808761,0.1770659331339887,0.6221917780306778,0.3996106691812598,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3207970864663622,0.1731960576069945,0.1381510046333811,0.5663945450988861,0.562660985727629,1.0,0.0400524489956092,0.1797104758151644,0.1389078521400983,0.2915446761543391,0.1399558104044965,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2959169039525713,0.161973278792769,0.1302808630652098,0.5439922949397868,0.545621830180318,3.0,0.1075097148757696,0.2103923173235704,0.1712768363859292,0.4373513814787287,0.471946505544971,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3266188149577795,0.1733110510897905,0.1379944026825397,0.5715103657625246,0.5742154928488307,4.0,0.0039863921927913,0.166363131231118,0.1384131837020947,0.1442634616974804,0.1353329904901916,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.326600682860197,0.1733133844425825,0.1378828788708976,0.5714926564880669,0.5742154928488307,0.0,-0.0147460244576143,0.1679202720655801,0.1394509539595308,-0.1442634616974803,-0.1353329904901916,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.328827639679812,0.1722512162020209,0.1373612227918215,0.5734410549692889,0.569486475275396,2.0,-0.0295528963469731,0.1920296846055937,0.1443493597949599,0.2512344716981941,0.2499868587159263,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3053961540819255,0.1749227494233397,0.1398406107942808,0.5526305383743554,0.5453959828174612,3.0,-0.8657160827014876,0.2354068215842003,0.2007536399319233,0.5395923639956727,0.5413319619607666,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2859944361919777,0.1704274536888801,0.1386606109234525,0.5348504068493888,0.5085517603679011,2.0,-0.0256669407047112,0.1860282114264147,0.1519526885245389,-0.1312296128997338,0.0291988060811602,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3035769667344697,0.1747330389788736,0.1401911580872438,0.5509809883125573,0.5457121144593924,1.0,-0.7811633139860445,0.2182940574470221,0.193238791617443,0.428891773866593,0.4736654667156709,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3287819027193166,0.1722570851213369,0.1374143327658006,0.5734177296922852,0.569486475275396,4.0,-0.0283417954963145,0.1919167055882813,0.1444452047049887,0.2407159799879692,0.2499868587159263,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.295774649421067,0.1756100416412255,0.1408275507163138,0.5438573588528739,0.538709161695366,0.0,-0.6566010751415177,0.1844048715634988,0.1717494141124698,0.3217886573463498,0.3400241386066066,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3303266230579635,0.1724683502785474,0.1372607612925428,0.574745476849533,0.5684744962922053,2.0,-0.364935170707914,0.2221087204474877,0.168396197014781,0.2174735713886161,0.3443649545479059,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3599227584010652,0.1670146155710202,0.1345489640232047,0.5999888249898987,0.5833841780936064,1.0,-0.1619186170929551,0.2012883715429877,0.1707633571962017,0.2295803927335687,0.2812465311133518,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3462491823210629,0.1672446989946412,0.1350954316210929,0.5884324091076737,0.5711040186266471,4.0,-0.0165998093938872,0.1883406902178178,0.1579505568698992,0.2417270376570518,0.2757553090194349,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3053404363596613,0.17492976500624,0.1394979870454388,0.5526209753531103,0.5453959828174612,0.0,-0.707294412539726,0.2251907127534896,0.1923007145155674,0.5395923639956727,0.5413319619607666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2417817869814588,0.1718814081665151,0.1374651769385485,0.4917205961015394,0.5047151672611767,3.0,-0.0707231740889842,0.3136563898010198,0.268680111188981,-0.8029545359545911,-0.820456254846787,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2861978797710605,0.1704031717763253,0.1389228863613616,0.5349817087407428,0.5085517603679011,3.0,-0.0102143083842958,0.184621548597436,0.1516216832623084,0.09563022851657,0.0291988060811602,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.1041040442818148,0.1739381813945507,0.1376529684848947,0.32285888311284,0.3214924184205701,2.0,-2.4632637880518136,0.3360079867963598,0.2934710127229866,0.3297783038182016,0.2307042007025248,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2662293473708159,0.1704559689367629,0.135400568006106,0.5159773593631118,0.5351118615281154,4.0,-0.0438238248249576,0.2833973080983244,0.2274442965150344,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3303307565533917,0.1724678180054558,0.1373667105446482,0.5747451648972381,0.5684744962922053,0.0,-0.2750791920013793,0.2146733715774198,0.162811446017218,0.214877746942801,0.3443649545479059,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4255856483946918,0.173361395330816,0.1398768304591461,0.6524095415147927,0.5745484079402845,1.0,-0.0219832214017416,0.2016428787461574,0.1706392082110092,0.2445043057360818,-0.2570402052229508,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6981943758621448,0.1256618407190783,0.0950414413215347,0.835595173741462,0.8076170327922221,3.0,0.3464236690965141,0.1612535053265539,0.1335638757908521,0.6167213406326602,0.6354825850805352,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6489236660230797,0.1245199705709074,0.0954103770908901,0.8055652280993304,0.8085971988372805,1.0,0.0736042272387152,0.1765419518715545,0.121768458311463,0.7288062793529907,0.7641542787706891,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6639268440850307,0.1154618455543247,0.0873180139816085,0.8148191844784884,0.8294557477629206,4.0,-0.2292032233858767,0.2789225926587272,0.2257267020463321,0.4500052098414228,0.5145188915876399,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6844699375349577,0.1178453522445119,0.0885469178120885,0.8273534353333045,0.8190629495171824,0.0,0.1850689904427616,0.1652839046190563,0.1299937937133995,0.615325173126803,0.654806382035035,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5710140249157947,0.1321022772716659,0.103207766187692,0.7556673750675871,0.7288859487148621,2.0,-0.4488674632479599,0.2211006206211768,0.1811880328010016,0.6518551067441903,0.6876818563171516,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6633224814552215,0.1222883122330037,0.093289598816324,0.8144549428135865,0.8209292934282011,0.0,0.0239318222509591,0.1878233900354464,0.1322200633001213,0.4747449435680911,0.6261337544258077,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6393539460618711,0.1249990562344387,0.096155826127804,0.7996017668706425,0.8001581678396958,1.0,0.177525975537254,0.1651245534978728,0.1214772408310225,0.4566276344074828,0.4371886741642038,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7061188150928077,0.1138326932361319,0.0850031686937532,0.840318500675776,0.8350601290211886,3.0,0.1423562593733873,0.1693142047078044,0.1348887113168949,0.51257565920085,0.5294621233049126,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6393228270130675,0.1250044490119024,0.0961112141585112,0.7995869362592092,0.8001557497508421,4.0,0.183491315895913,0.1645246459527944,0.1208662653623181,0.4603906704855773,0.504044174044179,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7129555052957938,0.1130233561734008,0.0838379582632332,0.8443748118040503,0.841077840904176,2.0,0.0852305076905159,0.1657835424676389,0.1341149320889597,0.5696505515852643,0.5934781782255532,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6591073000991714,0.1161131056044534,0.0880666937296677,0.8118586011010818,0.8240439592020534,0.0,-0.0397852064557993,0.2725902517344635,0.2128248729329978,0.6698138122633248,0.7340604982481111,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6120838156507336,0.1290991408979736,0.0999895704356209,0.782364255609903,0.7580496423723295,4.0,0.0538975024884031,0.1808404066325925,0.1505155837409261,0.6614744436621055,0.6901215767992187,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6714559024855873,0.1200149370598043,0.0911760488802693,0.81942752391445,0.8226429574804794,3.0,-0.0204324814921534,0.1652274420950578,0.1428880060786564,0.4480667918284443,0.5515093894704833,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6120603061276619,0.1291030528425774,0.1000057509110091,0.7823559873637833,0.7580720239207351,2.0,0.0059803771110921,0.1853633455972633,0.154005887836221,0.6491819400185863,0.6900878667227128,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6276881423837591,0.1268032799494287,0.098541077285344,0.7922836733392664,0.791826246286092,1.0,0.4324145497370775,0.1356098854531586,0.1045033016755721,0.6870710243830542,0.640900514022515,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7275197994105229,0.1095638321702921,0.0807773067853746,0.8529587197551453,0.8466741349374792,2.0,0.0061211514061541,0.1659330257417224,0.1348572785560073,0.4699275569667523,0.4768721482762178,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6843552840720926,0.117866760902747,0.0885950561342223,0.827274010971029,0.818904938465864,4.0,0.2101581922187345,0.1627197247925183,0.1272677543198564,0.6221473669191557,0.6548049002734304,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6979716816459742,0.1257081934086864,0.0951805401153007,0.835466151673995,0.8073552673087938,3.0,0.3342714100770196,0.162745732832361,0.1344653008576557,0.6036492890506672,0.574309488673014,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6844169701841256,0.1178552430519575,0.0886175438563572,0.8273159256625657,0.8190388256925537,1.0,0.2283381000336539,0.1608361508665129,0.1267903773675399,0.6242302797181417,0.6429115407536536,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6568610912252071,0.1076467989415282,0.0802041526779982,0.8104813588905737,0.8110001694326499,0.0,-0.9442024137673964,0.2517546805480929,0.2061406237272423,0.4803351032936968,0.5433735203800816,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6843603419384265,0.1189128086263562,0.0897848035769843,0.8272703568563728,0.8355458322973309,2.0,-0.2260823806617742,0.1873575572618306,0.1369566585236902,0.5361817950792933,0.5336837562834952,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6241675883140236,0.1210904685854218,0.0928609672594523,0.790050265693715,0.8026914925016072,3.0,0.2055447380000034,0.240138660547945,0.1689964411885267,0.8214478456390987,0.8860804648552587,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6797467281181266,0.1195205423223984,0.0905011503693589,0.8244761003727819,0.8296525501007727,4.0,0.2597075417790828,0.1434254141003621,0.1054983188250439,0.5211555806418198,0.5789867256006854,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6499623071123435,0.1177306254053997,0.0893816221358651,0.8062039365496627,0.818918068258084,0.0,0.0799647143848639,0.2660629242714916,0.1943765071640916,0.6308372527848336,0.7296964507450792,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.613172638927217,0.1224635968774381,0.093456397571768,0.7830608515916846,0.7845891217838735,1.0,-0.3118771110785743,0.2584661135694157,0.2143871430881555,0.3605314467024058,0.4178780160951066,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6513369162290057,0.1250678422611088,0.0951865330918154,0.8070608493158745,0.7928242177820234,2.0,0.3578825132956181,0.1509620798350063,0.126132724769404,0.6846663811094679,0.7800854376180839,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.641908738990699,0.1238546061687367,0.0955433620723384,0.8011996993032998,0.8006503134586171,4.0,-1.456998022020326,0.1583147863461622,0.1357122851652099,0.6063686034103626,0.64218459870015,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7061205766207972,0.113832352078232,0.0850400977510679,0.8403141630708058,0.8351218636603234,3.0,0.133677046609962,0.1701687640201974,0.1360302005153574,0.5094537507667394,0.5248599486933505,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6592073483076188,0.1160960654028302,0.0880350910301583,0.8119188514919642,0.8241099965539493,0.0,-0.0339636621966847,0.271826092164932,0.2123548721106075,0.6754757651868077,0.7340604982481111,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6121211859195796,0.1290929223048911,0.0999658784652924,0.7823873753674317,0.758147477883324,1.0,0.0003925139795883,0.1858836237670957,0.1548329514098051,0.6485082284230699,0.689528501716955,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7222582901323997,0.1183175960642897,0.0864187335024293,0.849871930338566,0.8280834744999566,0.0,0.3792098401049871,0.1549819466157894,0.1310941592712953,0.6296213896342375,0.6331483439564102,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6839770886982113,0.1179373518502114,0.0885477680655355,0.8270686101250171,0.8167451860553491,1.0,0.2198642480860851,0.1617168348328794,0.1261230629658816,0.6185552903005072,0.6548745430688493,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6367927901823809,0.1272986408584742,0.0970622011053275,0.7980108653712588,0.7832371114109374,4.0,0.2210863905047216,0.1646266679276439,0.1408945386541514,0.6850185256169952,0.7646876983876504,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6237858108409178,0.1211519559364499,0.0930321968424957,0.789817421958598,0.8025894174393382,3.0,0.208401120238138,0.2397065748823905,0.1689223481676579,0.8252670595311131,0.8836023180165304,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6588182888131675,0.1161623159400191,0.0881255901248518,0.8116852374688975,0.823495394226702,2.0,-0.0409154044418398,0.2727383579393199,0.2127399127037932,0.6753462740263423,0.7340604982481111,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6568461958782179,0.107649135340842,0.0800810172128245,0.810526411966438,0.8108911811191156,0.0,-1.0401886846427315,0.2578944415796035,0.2139964353524731,0.4977673314633799,0.5489361399482814,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6797270548957606,0.1195242133513979,0.0904314511504646,0.8244802058670195,0.8302007014810185,1.0,0.2892361443875187,0.1405358475718393,0.1057888272515854,0.5465762338479762,0.5727985524217827,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6627917184557843,0.1223846663809416,0.0933795192522791,0.8141225284124851,0.8205708216658328,2.0,-0.0401677648744243,0.1938926263151922,0.1368502842291315,0.4685922061613224,0.6261337544258077,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6489346998558493,0.1245180138122283,0.0953713936521886,0.805570971378998,0.8087136635102694,3.0,0.0203651212295514,0.1815439419306923,0.1249927395433058,0.7026575367799951,0.8213967475070262,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6410953803451482,0.1182554924885138,0.0901061028061682,0.8006913426419576,0.8117502927429443,4.0,0.1534643214834309,0.2788933581249306,0.2264693983981256,0.5373394638436706,0.6338490370673743,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6580163760984635,0.122955488706002,0.0941545184563399,0.8112082688823574,0.8140505243532983,4.0,0.3682856566513156,0.1504195915974727,0.1063810181525422,0.7076277175754387,0.7371397549902673,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7273213754255459,0.1096037178862457,0.0807479385754411,0.8528347231576882,0.846602927787578,3.0,0.0780528426087323,0.1598155829228239,0.1301420763432526,0.4831493234666363,0.4969031923745123,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6605245204503251,0.1218245461800996,0.0933795547365851,0.8127283021070604,0.8145237753569203,1.0,0.3764159816160212,0.1257755761067779,0.0989973538557794,0.6546905116621108,0.7782320478422932,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6839612944745428,0.1179402989555858,0.0886785837327759,0.8270374828460496,0.8162109773610697,2.0,0.1893289954596024,0.1648513325107674,0.1293295450027118,0.6311873099973184,0.6628204896738207,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6410098779124509,0.1182695777490646,0.0902528106072289,0.8006351690334381,0.8115505952393512,0.0,0.1558999114986509,0.2784918634295279,0.2242701439805774,0.5526590327314838,0.6401757514368495,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2662652677093826,0.1704517967127664,0.1352772394853229,0.5160129426309705,0.5351118615281154,0.0,0.0583697482012248,0.2691673131856024,0.2152043576445855,0.7112459937067969,0.691889913881105,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2958065763626467,0.1756060608451041,0.1407587727125689,0.5438818071854465,0.538709161695366,3.0,-0.6734641545610354,0.1853410536566086,0.1726722342665173,0.3217886573463498,0.3400241386066066,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3462803249060984,0.1672407154475854,0.1350517770352187,0.5884574107542855,0.5711040186266471,2.0,-0.0037548159947446,0.187147041805973,0.1562033661068918,0.2417270376570518,0.2757553090194349,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2776234381487898,0.1792979861381546,0.14219209953343,0.5269070524354031,0.4374223425537826,1.0,-0.0106956674139229,0.1742592262023321,0.1528667205338711,0.3718867523068355,0.3448602539303295,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2783097944166803,0.1783097719164434,0.1408689959956143,0.5275568360513623,0.4157488236004589,4.0,-0.0033977390849926,0.1667257452912933,0.1423415975540891,0.2102063436269139,0.2017332814898806,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3313403482913617,0.1659530882029982,0.1345936477401567,0.5756284058388844,0.5427263049457399,0.0,-0.0129482845507815,0.1897399412608399,0.1469894680001469,0.2186314584727818,0.1676918124856735,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2662692914266867,0.1704513293430522,0.1353077351124826,0.5160132911781841,0.5351118615281154,1.0,0.0601862626418572,0.2689075603013167,0.2143123781407744,0.7112459937067969,0.691889913881105,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3288396615882002,0.1722496735300216,0.1373519282543986,0.573447376705184,0.569486475275396,4.0,-0.0555981463008665,0.1944434623500788,0.1456850048777015,0.2154502842400035,0.2499868587159263,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1042814665356265,0.1739209572782812,0.1372936055434871,0.3229276752756063,0.3214924184205701,3.0,-2.39550228149114,0.3327046171528512,0.2902055226838769,0.3297783038182016,0.2307042007025248,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3361113066478757,0.1681307890918523,0.1355892595381742,0.5797523090083951,0.5512857082042285,2.0,0.0123902061970564,0.1827100787556214,0.1515187856121512,0.2314458226145889,0.2185119632982165,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2659018689463239,0.1692348900491394,0.1347217003486102,0.5156597130908583,0.5282147780305607,1.0,0.0859707305377527,0.2575771968123489,0.189925260791601,0.6910299704664269,0.6947148615144252,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2822777328110748,0.1780168997344469,0.1411523057172377,0.5312986280901415,0.4331627524912912,2.0,-0.0415800741792076,0.1740590100658935,0.1504968274477937,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2662655655979742,0.1704517621119436,0.135343822567695,0.5160099983276156,0.5351118615281154,3.0,0.0629737503855825,0.2685084742188562,0.214507632844624,0.7112459937067968,0.691889913881105,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2732718253306971,0.1695346169559018,0.1345477200730607,0.5227552875815464,0.5409788247656415,4.0,-0.0204594709597054,0.2700451513682544,0.2100699560378698,0.64805352235128,0.6648233157830666,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.303721805725474,0.1747148679306324,0.1400058185281449,0.5511099791526479,0.5457121144593924,0.0,-0.5223507599560373,0.2018121952818886,0.1782296019664045,-0.428891773866593,-0.4736654667156709,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3266093014140865,0.1733122753565729,0.1379448991890907,0.5715009247424698,0.5742154928488307,2.0,0.0152846665911322,0.1654168705102824,0.1387778239075244,0.1442634616974803,0.1353329904901916,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.328841724923314,0.1722494087579154,0.1374513993631567,0.573448422099067,0.569486475275396,3.0,-0.055349214631041,0.1944205341221881,0.1456257223370009,0.2194383613737742,0.2499868587159263,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2520290927090824,0.1717474498161807,0.1368235914092052,0.5020319283631881,0.5161329620942979,1.0,0.2004755318901695,0.2594974585513076,0.1867606382889667,0.7787462570863459,0.7984646438921309,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2957953231077994,0.1746689036156188,0.140311725644197,0.54387080415224,0.5302233013042276,0.0,-0.082378009895236,0.1894261973252238,0.1480947101768725,0.0694359747331604,-0.1284462865225478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2546330353896046,0.1812868030443781,0.1451691341573356,0.5046176110695895,0.3877415943016673,4.0,0.1816855611047622,0.1653864940746319,0.132176517798651,0.5110779907685681,0.4630031309029934,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3534529085702759,0.1666688672328937,0.1344687757024797,0.5945211154240809,0.5657808736450776,0.0,0.0061935151926443,0.1853434716908445,0.1537275839858158,0.2225718752033694,0.1707970461644379,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3207949050480032,0.1731963357365114,0.1381615326183285,0.5663885132759178,0.562660985727629,1.0,0.050288966329512,0.1787497254348951,0.139666532423117,0.2879576184588865,0.1399558104044965,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3288255819903954,0.1722514802468877,0.137495153935113,0.5734333835995107,0.569486475275396,2.0,-0.0400651175661006,0.1930075517011434,0.1448208634665753,0.2322022024922269,0.2499868587159263,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3054148756634584,0.1749203920705829,0.1397449310040922,0.5526501834779176,0.5453959828174612,3.0,-0.8494381617812072,0.2343776380722506,0.2004010948401887,0.5395923639956727,0.5413319619607666,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3360972851611672,0.1681325645635547,0.1356636460837658,0.5797427268904339,0.5512857082042285,4.0,0.0044216344767251,0.1834456999184801,0.1529322055851815,0.226643090825831,0.2185119632982165,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3310632095469416,0.1733288064060409,0.1377471869458861,0.5753890079996979,0.5739176697955135,3.0,-0.1365265674281119,0.1952297821683918,0.1487520395946531,0.2271971090090189,0.2267504274063646,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2453552199021607,0.1823604948556991,0.1466201591301983,0.4953384241721477,0.3732472869556619,2.0,0.1758127933921003,0.1674504299526732,0.1450865260593078,0.5415347028558247,0.4960937679853256,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2822662107766305,0.1780183286357868,0.1411186474257865,0.5312893430514892,0.4331627524912912,0.0,-0.0716564388248532,0.1765541646998817,0.1530104972648707,0.2893338356572703,0.2853236860070973,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.353465387513897,0.1666672587951936,0.1345144932499248,0.5945301809722895,0.5657808736450776,4.0,0.0060654926257851,0.1853554093181598,0.1536162014990846,0.2188920059974079,0.1707970461644379,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2658964801065535,0.1692355112045366,0.1346133396626632,0.5156537500753615,0.5282147780305607,1.0,0.0988791682972578,0.2557519040926444,0.1884757465238526,0.6910274524114612,0.6947148615144252,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2417031689117633,0.1718903189484176,0.1373196897876888,0.4916756969165637,0.5047151672611767,1.0,0.0248617666375086,0.2993288867916151,0.2528895494586499,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2861176431183742,0.170412748797407,0.1390348761703201,0.5349006929764403,0.5085517603679011,0.0,-0.0149773894694122,0.1850562748224074,0.1525933981296677,0.1050890565569232,0.0291988060811602,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.331286319349526,0.1659597927264516,0.1344839078068375,0.5755914944455354,0.5427263049457399,2.0,-0.0127747113783853,0.1897236841749676,0.1470404264755993,0.150252946861162,0.1516201244402031,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1041701362051603,0.1739317654034389,0.1373160227780462,0.3227692093249889,0.3214924184205701,3.0,-2.410637428647561,0.3334452932053046,0.2910006294278109,0.3297783038182016,0.2307042007025248,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2785343273980292,0.1781968091812479,0.1413438596234748,0.5278494417755717,0.4123274751621856,4.0,0.0667754654880543,0.1768736817248388,0.1465058359438463,0.4246292066946495,0.3890232410669264,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4031419022802279,0.1615104067967597,0.1293885367200317,0.6349350768461475,0.6170118239249778,4.0,-0.1577385179207382,0.2055947147598711,0.1499051941203781,0.055370885785986,0.0317623166898976,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2664553686092029,0.1699607083151307,0.13502727266255,0.5162272681810978,0.5323946425944182,2.0,0.1758440395846462,0.2308553722391533,0.1734208919704113,0.6354323864490659,0.5221500667797938,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2861069289205478,0.1704140275998837,0.1386109997384624,0.5349430580307261,0.5085517603679011,1.0,-0.0115991380316948,0.1847480474166789,0.1508587207019546,0.0167618798601108,0.0291988060811602,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2661529083684412,0.1704648471501771,0.1353401342212087,0.5159086488772909,0.5351118615281154,0.0,0.0203554429909087,0.2745467980372748,0.2218484892967019,0.7112459937067968,0.691889913881105,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2735517834087687,0.1697555233477013,0.1343463368902014,0.5230290386339719,0.5395243876144854,3.0,-0.1163666706782458,0.2658124260543382,0.2096354079424697,0.5978140497528716,0.5785485343455693,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3287766042685062,0.1722577650001236,0.137592723754385,0.5734000228817124,0.569486475275396,2.0,-0.0617891629438374,0.1950128280770108,0.145945361846852,0.2142278012135942,0.2499868587159263,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2658487789313117,0.1692410094765265,0.134793923232871,0.5156292631342825,0.5282147780305607,4.0,0.0738450709936684,0.2592800979748355,0.1910732145172876,0.6899808586216151,0.6947148615144252,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3265605642961311,0.1733185470410466,0.1379870831124048,0.5714580723575325,0.5742154928488307,0.0,0.0158388949875426,0.165370313080276,0.1382323151850129,0.1442634616974804,0.1353329904901916,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2821632229122411,0.1780311001327768,0.1410215756973284,0.5312140602605686,0.4331627524912912,1.0,-0.0518447535693034,0.1749145754183914,0.1513606523710832,0.2893338356572703,0.2853236860070973,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4151807034993129,0.1628190987717835,0.1292125118186494,0.6443524787712538,0.6402256340625125,3.0,-0.1409362086414765,0.2017614260638043,0.1730151435393282,0.1045248101421831,0.1237244302154669,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7234631620706269,0.1104992981109156,0.0818466364334056,0.8505755266877749,0.843073492051794,3.0,0.0797487331089072,0.1636075682622179,0.1356251299427658,0.4647918413018535,0.5116931261090075,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6477226648053684,0.1181066621470986,0.0898553163367982,0.8048161802161318,0.8172863708757419,4.0,-0.0519061756165097,0.2844923682063851,0.2212243564632414,0.3251204931022807,0.4826313275575483,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7276606516302359,0.1095355102889484,0.0807862408642976,0.8530471785186784,0.8467036412641205,2.0,-0.1183673023642433,0.1760185094396295,0.1426076713865254,0.4888221794406551,0.5080524171182244,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6466894019676626,0.1249155672470736,0.0958854011323759,0.8041772791205769,0.807076756421024,1.0,0.0380863202308529,0.1798944198229143,0.1250204253911279,0.723112203389728,0.7640998140050027,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6713814618929079,0.1200285326122901,0.0912802214629414,0.8193869579333642,0.8226006329146507,0.0,-0.2634772697368506,0.1838542862103746,0.1599796240428475,0.4475302794902079,0.5284191910417422,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6632319530342186,0.1223047520353652,0.0933036675599633,0.8144025014529296,0.8207323182886227,2.0,0.256722251384611,0.1639023436896675,0.1181800578955149,0.6349320043907167,0.6956988763986779,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6602307302062556,0.1219791399638514,0.0930021973621774,0.8125504986049887,0.8153451244965393,4.0,-0.9043774828742877,0.1977151458287449,0.1581576741454437,0.5775899948480181,0.5119558795620496,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6797472157894973,0.1195204513213471,0.0905272180518992,0.8244798156853118,0.8298622428194232,1.0,-0.1476655155064812,0.1785797111411058,0.1377098909654003,0.4892821726337081,0.5339608386646401,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.680995357962465,0.1184924252601991,0.0893498299325734,0.8252333504013124,0.8152031253502791,0.0,0.168590188219142,0.1669466523020309,0.1307825593531604,0.6105428673932035,0.6548049002734304,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6120099466695821,0.1291114321717591,0.1000283834993068,0.7823187247386822,0.757788568981347,3.0,0.4073367002475201,0.1431299098665722,0.1175656637972503,0.7063780186707069,0.8023894674184389,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6121324649475518,0.1290910453613536,0.0999582648857749,0.7824001137602358,0.7584584071785393,0.0,0.3982739900652919,0.1442200934708666,0.1188981715919159,0.7055232966878208,0.8023187133018165,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6505981502947606,0.1228736813579701,0.0936388821432785,0.8066012636971069,0.810666824812787,3.0,0.0152911311399097,0.2011878712634819,0.1640409509948833,0.271281326910002,0.2587949439893312,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6467674685491422,0.1249017659768857,0.0959038366655903,0.804231491215053,0.8070767960627118,2.0,0.0455274671970428,0.1791972576328399,0.1247183067645352,0.7281956962725664,0.7641542787706891,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6843993164840398,0.1189054668433432,0.0897575839821684,0.8272937667643894,0.8355429371315901,4.0,-0.1649153923421558,0.182624307295693,0.1431920745025549,0.4015627599748759,0.444740311935984,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6809445249234032,0.1185018657029927,0.0893925845611419,0.8252117382057419,0.8151840928908978,1.0,0.1827637678092766,0.1655175115903953,0.1303174342562956,0.6103011875918849,0.6429115407536536,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7029839352888984,0.1144382189076244,0.0856590443890901,0.8384413824094532,0.8315991033160369,0.0,0.0532341583420785,0.17789396874403,0.1416880652295491,0.4702355838017388,0.4848886996053065,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6937350310116862,0.1168634418349772,0.0883970281586934,0.8329469195981202,0.8230180594830918,1.0,-0.0040221076393887,0.1781620962131679,0.137443326851967,0.5716795757422725,0.6078292263794381,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6810093458664065,0.1184898273687993,0.0893310332600027,0.825241668072372,0.815181278231412,3.0,0.1515614466201782,0.1686476676719818,0.1317029479806406,0.6098716745490739,0.6548049002734304,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.723411308199547,0.110509657576629,0.0818263734852531,0.8505424068924707,0.8430383239945797,4.0,0.1047924935624418,0.1613660005799612,0.1346091752093641,0.4645084689152541,0.5324830339961014,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6844818179222769,0.1188899242388326,0.0896464398652026,0.8273367386387572,0.8355382497203909,2.0,-0.1724422505802225,0.1832133517975515,0.1432580226935735,0.3983997193837458,0.4450635747139864,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.680905288397774,0.118509151988473,0.0894773106247944,0.8251981401223069,0.8146565452843852,4.0,0.2223296468114287,0.1614611024375255,0.1274916634917288,0.6201969109040381,0.6429130225152583,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.663843654301495,0.1154761350794397,0.0873510012646098,0.8147692739807868,0.8294595735176493,3.0,-0.186655696394731,0.2740527802869112,0.2217319983902787,0.5280425274724978,0.5123022325384807,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6714383545972662,0.1200181420794776,0.0911739176396366,0.8194181769980651,0.8225490024589409,2.0,-0.2388037967278629,0.1820502611648674,0.1580644309655697,0.4594128772390508,0.5284191910417422,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5673479302073989,0.1326655464520207,0.1040084100358949,0.753238920534717,0.7267482290145522,1.0,0.148710037549853,0.1694784128030902,0.1434120605971185,0.7007689964120167,0.8159927798299893,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.599755163491541,0.1308606603819376,0.1020535645207578,0.7744565468844238,0.7572820317440991,0.0,0.4141958133540983,0.1429701527843083,0.1186639417067293,0.7324960944717044,0.8323709995667391,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.717703493054565,0.1192838195270155,0.087948525651764,0.8471950994492354,0.8229416722574421,4.0,0.3334674371125304,0.1605903279366286,0.1293088223499414,0.7069311265933809,0.7279069440812155,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7233333437909937,0.110525231628063,0.0818479226245003,0.850496495055898,0.8430249318241854,3.0,0.0951809467120766,0.1622299544577293,0.1354329791595888,0.4630654470272158,0.5330372546246396,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6580311938962026,0.1229528249098854,0.0940522089695489,0.8111959650128431,0.8143522701296056,1.0,0.3212696432258968,0.1559167139554805,0.111998884272033,0.5911385125742087,0.6637893318021968,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6476181689488687,0.1181241778094721,0.0899045952015075,0.8047526384900499,0.8172388409805513,0.0,-0.0402160757869196,0.2829071337414478,0.220320727268512,0.3316775940753192,0.4826313275575483,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5912560928050763,0.1319244405526066,0.1027872675603809,0.7689335354493332,0.7443526508009339,2.0,0.3240354257440109,0.1511582233890164,0.1233643290600949,0.6942177861808131,0.7988436118984953,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6842965345353123,0.1189248272905214,0.0899205531741973,0.827239951303972,0.8353951113475186,0.0,-0.1674741410254547,0.1828247653670104,0.142983327067095,0.4005101992594289,0.444740311935984,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6630221136255205,0.1223428500088422,0.0932224917138067,0.8142659440454134,0.8198388542775626,2.0,0.2531609448770717,0.1642945315146464,0.1178161367023215,0.6358178951131153,0.6952223096989225,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6580039093893044,0.1229577298021257,0.0939531531578324,0.8111812387553767,0.8141541850476024,3.0,0.3301169974490869,0.154897181485552,0.1110322654516455,0.5979029895714478,0.6638710289507264,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6601592616876151,0.1219919680958126,0.0929668477750893,0.8125035397693204,0.8153565675169913,4.0,-0.9005673031575956,0.1975172576924548,0.158314956919588,0.581432408637957,0.5119558795620496,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6388189651836786,0.1186299277422251,0.0906103576632968,0.7992645058101502,0.8098911465740178,1.0,0.0622837542815795,0.2935291644113539,0.2441396951625862,0.352444688089719,0.4362431189142073,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6367920420957598,0.1254422454430392,0.0964522990319806,0.7980018325844739,0.7983781214081441,0.0,0.1680136319380005,0.1660766844849025,0.1243782226304365,0.4410579326143879,0.4108413437634397,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6713590114539403,0.1200326325745733,0.0910240647762571,0.819370389827182,0.8226108004610021,4.0,-0.2078962905745365,0.1797648870523728,0.1563110365515625,0.4578439226562101,0.5284191910417422,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6526972116654873,0.1082979590201302,0.0807322572369891,0.8079067490767384,0.8065676515747391,3.0,-1.0788294791478998,0.2603252223293243,0.2148855185425744,0.4827442932369091,0.55519281113233,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6579625273928789,0.1229651686041519,0.0939995680418378,0.8111724112623386,0.8142863474777402,2.0,0.3120196768232663,0.1569755613843992,0.1125189238848014,0.5873813888870452,0.664306747076217,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5672131478222597,0.132686209228931,0.1039113461450813,0.7531498009381676,0.7267259798014727,1.0,0.2632880199447528,0.1576610802376831,0.1314369066413697,0.7135271858293515,0.8168244185306031,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7099388139894133,0.1136157128270253,0.0846109745713722,0.8425949449171387,0.8377699526212754,1.0,-0.2718575769878395,0.1954811206243803,0.1550449408417624,0.401242763832354,0.4969896936604582,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6806443762800831,0.1185575923960285,0.0892167327877462,0.8250259168941607,0.8144623337798537,2.0,0.3003372711203922,0.1531491221775208,0.1215065888671578,0.629625414551783,0.643113060331887,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6464841576153911,0.124951844806379,0.0960123737087143,0.8040719515130055,0.8069943809938098,3.0,0.0305334568905302,0.1805992966133012,0.1250064932123217,0.7140181655671718,0.7639500358993652,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7097489419052545,0.1136528927809241,0.0846118844168293,0.842537183274172,0.8380616585684054,0.0,-0.1466371186176878,0.1856088062137367,0.1483257142839961,0.4170386984558408,0.5032805570932287,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6369347523212184,0.1254175988878494,0.096792535503166,0.798104761344752,0.7984613689524896,4.0,0.1454119769305986,0.1683173797861234,0.1263823071595934,0.4180072808006745,0.4084176616903979,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.29466303560947,0.1748092718819058,0.1404269808502275,0.5428293503769666,0.5293774363496428,3.0,-0.1284410987945001,0.1934149360173448,0.1534204685367198,0.0421522212338286,-0.1284462865225478,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3288340685914093,0.1722503912347258,0.1374082890992187,0.573442930814583,0.569486475275396,2.0,-0.068568048471501,0.1956343574716532,0.147007755186078,0.1891599190984549,0.2499868587159263,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3343537789230703,0.1683531902392615,0.1357004554177172,0.5782338747248121,0.5495659564998381,1.0,-0.0429002394476472,0.1877548629920692,0.1546921314097902,-0.0262075763953259,-0.1798828001580286,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3288388919013771,0.172249772297975,0.1374218696602996,0.5734474547604366,0.569486475275396,0.0,-0.084122997120166,0.1970531196501822,0.1477512342008168,0.1808023584861551,0.2499868587159263,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2650709947626785,0.1705904593613481,0.1354436586384452,0.514852250195267,0.5343515878049678,4.0,0.1959253253901799,0.2487312256624314,0.2065693668386956,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.1022173227833748,0.1741212385375387,0.137410082805344,0.3197172315009972,0.3198544822019952,4.0,-2.4970936015320206,0.3376450932957577,0.2951374494951228,0.3297783038182016,0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2975022957517402,0.1756767688748895,0.1408304930877784,0.5454388683102178,0.5366363571566959,1.0,0.2058643672665867,0.1511957911179546,0.1299991612509671,0.6085589577878954,0.602231807681353,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2946608585905595,0.1748095416556566,0.1404255512372365,0.5428271886524412,0.5293774363496428,0.0,-0.1281543740999304,0.1933903621332016,0.1534927146572388,0.0420298700523838,-0.1284462865225478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3279478958762445,0.1735139223877098,0.1378047843691474,0.5726677863303309,0.5742849723305739,3.0,-0.1629979853993539,0.1824739490270175,0.1630488333786975,-0.2771324414778001,-0.2605160066936189,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.240580182940535,0.1720175507892363,0.137499063430212,0.4904919873882651,0.503925715913653,2.0,-0.142415936589237,0.3239870598049503,0.2835377115651709,-0.8029545359545911,-0.820456254846787,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2843940322020346,0.1706183486354198,0.1389869000557536,0.5332867494622352,0.5066935824720938,0.0,-0.0854116098277679,0.1913695620834897,0.1527814386204048,-0.2550033505366998,-0.3191696782170349,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.276963611265028,0.1783906814867894,0.1418969446599685,0.5262766810693179,0.4106076161174274,4.0,-0.0286721159611067,0.1856985984226162,0.1564567431704265,0.4333693522482732,0.3890232410669264,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.1022088916910841,0.1741220561233658,0.1373634921296161,0.3197023669685361,0.3198544822019952,3.0,-2.531019585229757,0.3392789206285663,0.2968858936642031,0.3297783038182016,0.2307042007025248,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2822806590174811,0.1780165368400884,0.1411392790914698,0.5313009322867083,0.4331627524912912,2.0,-0.0365561397923757,0.173638726459054,0.1499702237973178,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3310777381958537,0.1733269241302533,0.1376799014440026,0.5753939697188916,0.5739176697955135,1.0,-0.0239089296100372,0.1853049150951597,0.1428914724213618,0.240119027546998,0.2267504274063646,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3600032537565055,0.167004113460752,0.1341302304274713,0.6000041749512999,0.5833841780936064,3.0,-0.0051853512340556,0.1872207180844638,0.1501864916474103,-0.000784091946193,-0.0649030456415427,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2822649894901736,0.1780184800925557,0.1411254135355456,0.5312945441215784,0.4331627524912912,0.0,-0.1039531896830006,0.1791948429676941,0.1555770656721722,0.2893338356572703,0.2853236860070973,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2822689588014021,0.1780179878414334,0.1411775026756617,0.5312905411713885,0.4331627524912912,2.0,-0.062979111856275,0.1758379220632309,0.1522230545538727,0.2893338356572704,0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.328842397479361,0.1722493224538238,0.1374245264159475,0.5734489667744147,0.569486475275396,1.0,-0.0682806393222785,0.1956080461451859,0.1470107364256463,0.1920716708610826,0.2499868587159263,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2753988849702172,0.170447973647146,0.1347577796841037,0.5247943560134349,0.5452929299822982,4.0,0.1806176774696636,0.2278691936260286,0.1884944522111829,0.5394754014295636,0.4322977170059942,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2736611583617947,0.1697427435645809,0.1344816212046937,0.5231298364176099,0.5395243876144854,0.0,0.0468812610522132,0.2456096081796806,0.1944587485010377,0.5978140497528717,0.5785485343455693,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.273663908707457,0.1697424221913913,0.1344379794133834,0.5231300960510151,0.5395243876144854,2.0,0.0528442574189761,0.2448400990771007,0.1940313258927769,0.5978140497528717,0.5785485343455693,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2732752200240573,0.1695342209903052,0.1345743766924991,0.5227588858202745,0.5409788247656415,3.0,0.0991575830762252,0.2537247990124268,0.1987399482875611,0.64805352235128,0.6648233157830666,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3196769928338516,0.1733388101499124,0.1382953749080366,0.5654005550199241,0.5618497733744988,4.0,0.0424693186711543,0.1794841037976757,0.1393119762133835,0.2874186409290168,0.1399558104044965,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3196751801514922,0.1733390410755101,0.1382884967788616,0.5653984423127725,0.5618497733744988,1.0,0.0415305077513314,0.1795720698327301,0.1399482565465651,0.2849635721101056,0.1399558104044965,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2769507016274892,0.1783922740406322,0.1419162925676541,0.5262658242896018,0.4106076161174274,4.0,-0.0267258975540067,0.1855228470188933,0.1563586958961448,0.433358229563363,0.3890232410669264,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3303501034516244,0.1724653266700272,0.1372985689607416,0.5747642212920199,0.5684744962922053,3.0,-0.0835574471624642,0.1978953404319838,0.1491091856056653,0.2869762315222961,0.3443649545479059,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3266053860127922,0.1733127792142311,0.1379652272128427,0.5714972435785894,0.5742154928488307,1.0,-0.1802057116844571,0.181093684963695,0.1600223279886194,-0.1442634616974803,-0.1353329904901916,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3054353461470585,0.1749178144661437,0.139932935628111,0.552663308566298,0.5453959828174612,2.0,-0.1552328075329474,0.1852384007968814,0.1648132968086466,-0.5395923639956727,-0.5413319619607666,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2650704075162565,0.1705905275166503,0.1354245909515128,0.5148521956299812,0.5343515878049678,0.0,0.197038528121266,0.2485589878159448,0.2063451089493407,0.7112459937067968,0.691889913881105,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3343046091341972,0.1683594080601523,0.1358214394675304,0.5782061110063216,0.5495659564998381,1.0,-0.0450261829741192,0.1879461339345569,0.1540178728452546,-0.0471690727803684,-0.1798828001580286,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3037037008020267,0.1747171394212324,0.1400738460735672,0.5510965708583601,0.5457121144593924,2.0,-0.5120574805360729,0.201128767818314,0.1775221660681985,-0.4288917738665929,-0.4736654667156709,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3350336280563413,0.1726207854286542,0.1370887614414836,0.5788331463108701,0.5794316649406962,3.0,-0.4626828224440724,0.2108122694951038,0.165828460695832,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2528185603771078,0.1815073255823492,0.1451978704649344,0.5028925633909171,0.386152575476296,4.0,0.1292793932418435,0.1706001250662018,0.1349247057085302,0.5110779907685681,0.4630031309029934,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2646038713512262,0.1693844405354994,0.1346279312313731,0.5144166271839323,0.527375565207675,0.0,0.2217699526926174,0.2376738265331119,0.1754508854508538,0.6902428722785948,0.6947148615144252,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3291084868122041,0.1731084589985297,0.1378496290758739,0.5736800048283784,0.5739412067027602,4.0,-0.0215859192765173,0.1837343606069272,0.1422827547185831,0.1703590052448717,0.1478889359731252,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2947165197118155,0.1757419230443341,0.1408139967768456,0.5428797064689077,0.5379436396099272,3.0,-0.8054149690103474,0.1925093998032931,0.179990323548831,0.3217886573463498,0.3400241386066066,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2945592976192821,0.1748221265150204,0.1404738149600962,0.5427478116369363,0.5293774363496428,0.0,-0.109955986066434,0.1918242194548736,0.1520626161680196,0.0679029016601797,-0.1284462865225478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3265516098486977,0.1733196993099645,0.1380078307287463,0.5714495612240076,0.5742154928488307,1.0,-0.2103622956213804,0.183392741674487,0.1622206303696575,-0.1442634616974803,-0.1353329904901916,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2645537910168158,0.1693902079611633,0.1347923068670249,0.5143592789436485,0.527375565207675,2.0,0.2276496979320068,0.2367742781755483,0.1750552185688425,0.6901529507151005,0.6947148615144252,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.31963959617894,0.1733435742123643,0.1383148250652354,0.5653900948911126,0.5618497733744988,1.0,0.0518659985134983,0.1786012533306571,0.1391572701343599,0.2999058645046474,0.3517310498323531,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2731724208348434,0.1695462113370395,0.1348385555161808,0.5227219679328445,0.5409788247656415,2.0,0.0765053684015715,0.25689502342317,0.200966564518063,0.64805352235128,0.6648233157830666,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3036726441416929,0.1747210358015206,0.140222362682968,0.5510762607699329,0.5457121144593924,3.0,-0.5578222523382721,0.204149816548379,0.1802143619160187,-0.4288917738665929,-0.4736654667156709,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2946381673094781,0.1757516846648981,0.1409359801430508,0.5428100906279092,0.5379436396099272,4.0,-0.8537229116646097,0.1950679093388358,0.18243878583006,0.3217886573463498,0.3400241386066066,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2956746297060129,0.1754758129557281,0.1410794486728646,0.5437624911067267,0.5370416541335309,0.0,0.0348559750995152,0.1564749748047286,0.1335994788889674,0.5048316177333952,0.5464069491041489,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6730990082310955,0.1207939909254191,0.0902048367102719,0.820428288354327,0.8302766876193269,3.0,0.5916529828497662,0.1273157389403787,0.097007960278177,0.7741477815517459,0.7805169929339273,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6725836711468804,0.117741266530607,0.0894093297154769,0.8201192369016033,0.8253130055701617,0.0,0.6102982958152959,0.1378266134251102,0.1041688641738636,0.7908800848267725,0.7964026347620443,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6749698875439365,0.1186699469803773,0.0905891555037968,0.8215817506541416,0.8227711583682839,1.0,0.608193509534077,0.1325285555581112,0.0989925544350698,0.7843100130711327,0.8182384511062644,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6715713833252763,0.119237639855579,0.0897568533012171,0.8195098372993168,0.8292793107622191,2.0,0.5969276147522646,0.1342272057587412,0.1058889317906665,0.7744864491425589,0.7615840147563903,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6927785954122183,0.1149588056832336,0.0880313139433089,0.8323407519815407,0.8374485184197581,4.0,0.5400978543236143,0.1457133459556578,0.1079369356812448,0.737715464883506,0.751051248241448,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6661937361214099,0.12109982927956,0.0923108074326685,0.816221180462642,0.8194780389836748,0.0,0.6414666739100394,0.1229971161105802,0.094839711546179,0.8062108625182978,0.8343552812704003,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6783607816547099,0.1157228791010445,0.088474861670702,0.8236390682830169,0.8255342740484577,1.0,0.6030397621995278,0.1429427689020827,0.1093219731922084,0.7878969991587566,0.8093807948125445,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6513575886166427,0.1217775351844194,0.0925897913958038,0.807075354309269,0.8146383717088339,2.0,0.6813653666621391,0.1234730402644178,0.0950818928320459,0.8270484141046786,0.8379195687585086,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.678906602923136,0.118188220649343,0.0897817538612909,0.8239716819414369,0.8316411537723802,3.0,0.5745560342556517,0.1372169306845542,0.1026867338478777,0.7585234263220713,0.7592420995579819,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6676982030891012,0.1180103924870446,0.0897932118363117,0.8171311034423697,0.8232493509638008,4.0,0.6254261756812479,0.1375702257507673,0.1020897033084713,0.793666109205772,0.7986401668498778,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.675075509635062,0.1185540458352124,0.0913273077387679,0.8216390632713446,0.8276611206217694,3.0,0.5950217124866012,0.1354289834148595,0.0989205085146497,0.7790992494795649,0.795336524615388,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6900206173976311,0.1163765535707555,0.0882914460532847,0.8306843726523992,0.8400298466308258,4.0,0.5160889908782341,0.1448637752040872,0.1110928605972103,0.7210422912462217,0.7241967072641912,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6801583727099849,0.1203243781417484,0.0909769067702003,0.8247277841765943,0.8316336491893351,2.0,0.5508445161790196,0.1278854005662404,0.09977267467892,0.7608536177653068,0.7618150360943935,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.672023536864035,0.1210819522381711,0.0916730779237641,0.8197822926553112,0.828819041819715,1.0,0.5889469250617239,0.126143749864307,0.0962207041776308,0.7774504370403057,0.7648176322373269,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6523899173285297,0.1224406014618749,0.0924122234755031,0.807713658197751,0.8154762628221482,0.0,0.7012601308792736,0.116849975783863,0.0923813956252815,0.8393828655970449,0.8369990840138186,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6722208031484989,0.116687518127432,0.0889938518372946,0.8199010883471927,0.8247686773467753,0.0,0.6221283647150339,0.139953664421474,0.1057436429970765,0.790665863633697,0.8087726965775249,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6770481550206088,0.1199653791369939,0.0908423502267848,0.8228347514832564,0.8302057069980268,2.0,0.5891857730104461,0.1274079459726879,0.0986842040134694,0.7770111477635562,0.7841356069783627,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6629308209622691,0.1198991404388804,0.0915352377764554,0.8142234259669832,0.8183208873366861,3.0,0.6625119753182229,0.126878842045269,0.0925668839805421,0.8152439613042796,0.8310400774181955,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6739021751645091,0.1168894806466918,0.0902446860426438,0.8209266130389794,0.8221972114377154,1.0,0.6122175823654534,0.1401901629708749,0.1000591947173264,0.7847037476808416,0.8128850088048992,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6676080957540456,0.1183706070614931,0.09169446038947,0.817082915747962,0.8198944418029384,4.0,0.6356502725499249,0.1345702071043361,0.0991566365953217,0.8033648402780091,0.8160346028172777,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6596238228129995,0.1205619700848057,0.0918431619955825,0.8121844318782909,0.8222048853635509,2.0,0.578796930425127,0.1414624145592111,0.1012743424812513,0.7635254303390447,0.7588627679580084,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6693888783851476,0.1211664884271306,0.0923703016581059,0.8181845018201287,0.8231158039553743,0.0,0.6250769378070458,0.1230417799975309,0.0913239406289063,0.7954262025399919,0.8063891208297694,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6848085213660456,0.1180585901305451,0.089165712101658,0.8275354309206706,0.8316471638826743,3.0,0.543305748393262,0.1370581376106288,0.103852627819246,0.7501984265740572,0.7682615043281932,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6614189040224329,0.1228822617261916,0.0930027010919952,0.8132840670444792,0.8202460778848838,4.0,0.6695938637730494,0.1146042213230264,0.0879480383830154,0.8225890940762572,0.8243315540477623,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6831998180961248,0.1190531157504019,0.0891570095226075,0.8265625819660005,0.8356063785403712,1.0,0.5526413066336696,0.132253898445214,0.1033882127582456,0.7512103113172461,0.7500181886814868,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6639474465073983,0.1181414788385062,0.0910667342222068,0.8148538929906035,0.8178877702291232,0.0,0.6434836327053753,0.1363409668554639,0.1016019862378387,0.8049837225104699,0.8295526447984842,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.66366542683611,0.1201983110453868,0.0917145843755772,0.8146602053831252,0.8215037331142362,1.0,0.652479467120876,0.1265923531634153,0.0941894566669652,0.8088085575566815,0.8087163612235192,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6674748081358295,0.120593630400967,0.0921008297804251,0.8170023585386351,0.8189866929436876,2.0,0.6293264785360049,0.1258811509610706,0.0976346466279759,0.7934531370331688,0.8072885980756069,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6824183587068853,0.1198747061207141,0.090718227628251,0.8261008045338524,0.835021362685424,3.0,0.5419407774700988,0.1301336631981667,0.09742204392826,0.744950099777663,0.7528200626451625,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6707197888022915,0.1219536910138119,0.0924836834238174,0.8189803291336766,0.8249819225660576,4.0,0.622155720908854,0.1188984599170686,0.091626472538696,0.7890536069918765,0.7913063846868578,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6754641042102407,0.119381220069247,0.0906432511420944,0.8218958383229686,0.8267197603005286,4.0,0.5804411814727145,0.1325663240834038,0.1022068328879309,0.7768910662835482,0.7643943293919646,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6836948226030009,0.1199119221542874,0.0910315089455633,0.8268884942510244,0.833452854719459,3.0,0.5524019127832195,0.1276298501466351,0.0960057812185131,0.7504568240014433,0.7555708792846598,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6732156556804557,0.1200611275079962,0.0908384028614543,0.8205071655174374,0.8273591459992715,0.0,0.6002484533322983,0.1293059356550861,0.1026944782710249,0.7881710923637132,0.7948494680869691,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6807722883451843,0.1185641997134882,0.0903429681092578,0.8250966523283947,0.8283460572955257,1.0,0.5720489752921734,0.1340929648097842,0.1021271376260337,0.7610180178909689,0.7858465846064222,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6634380411339993,0.1205492570876324,0.0921568342871014,0.8145270473321684,0.8216439831928195,2.0,0.6508244762488692,0.1254977796462941,0.0955182169839144,0.8090317984088902,0.8194287901568413,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6681553349067979,0.1195969974758029,0.0908429143346616,0.8174161707567213,0.8189190821928719,3.0,0.6185802492326651,0.13226941173807,0.1001413720132745,0.7867029123853873,0.8316639283682279,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6737218767771043,0.1188697527519315,0.0909489036682177,0.8208101821603208,0.8237906048403859,0.0,0.6004742147832383,0.1342138114718823,0.0988452509061341,0.784067831631083,0.8181895983925758,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6486364421070974,0.1216757202607712,0.0928693828085731,0.8053806642054189,0.807508861601262,4.0,0.6902676158848771,0.1241502486186854,0.0953833662970917,0.8317973407212137,0.863878250498307,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6663911533004123,0.1206773188735607,0.0909836795474442,0.8163337641231434,0.8227768074558356,2.0,0.6223599123625101,0.1276049666703199,0.0970674305024917,0.7919641012890867,0.7918054652209678,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6700990472601844,0.1217898552905402,0.0916431286616665,0.8186122232360766,0.8266365800636901,1.0,0.6236774041411838,0.1201843765144455,0.0921926788572333,0.7973407404740731,0.7963000933887455,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6763094314190996,0.1188031890850357,0.0895359898093419,0.82238392998805,0.8253576242459161,1.0,0.5847888802128899,0.13426129789228,0.100887496527111,0.7749071662403983,0.7946949057455414,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6835690563040846,0.1179831785639174,0.0892693339114271,0.8267879607321618,0.8315641920427473,2.0,0.56921946623294,0.1346915438707625,0.1002343594525189,0.7607060241999324,0.7595712755455082,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6638249571197942,0.1217045591065471,0.0918752353644023,0.8147684440556473,0.8186782563802624,4.0,0.6524100614797609,0.1207603134098554,0.0939495378044684,0.8098248205918996,0.8242829461725821,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6783493890108161,0.1175931789685204,0.0893791495089193,0.8236299352754057,0.8267161001275117,3.0,0.5788937472051507,0.1383874138547009,0.106771175085965,0.7622290166932437,0.7840545732608214,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6836841463372759,0.1165594602907559,0.0885002621478878,0.8268898453328051,0.8309297096437886,0.0,0.5594379662156621,0.1430767686554103,0.1100002500329563,0.7519851235739203,0.7696372749777313,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3226158024148343,0.1719034535645651,0.1368216238459195,0.5679962760923818,0.5592183519462037,1.0,0.2862341354563537,0.17679835238051,0.1431757399501552,0.5385576328243697,0.5608001235451221,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3028400483195668,0.1774537610324756,0.1420082510574781,0.5503105045480002,0.5488099273838073,2.0,0.3692881714259842,0.1538561377433787,0.1234880093811979,0.6094975996182757,0.6046543446125221,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3261184239860714,0.1748376176709241,0.1385522390405191,0.571069971989,0.5636804585088472,3.0,0.2678402412147646,0.1640600902247865,0.1349622719246806,0.5205904523475828,0.5155471629750156,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3111641908609492,0.1728015841700353,0.1366114077275878,0.5578221542377926,0.5519327212299715,4.0,0.3366089662706001,0.172603692200361,0.145532400291933,0.5828717624315638,0.5908637313436046,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2966300223687762,0.1697555598347924,0.1361515861999769,0.5446376148307301,0.5413167924047079,0.0,0.372264460691019,0.1846149323235568,0.1479560176191874,0.6190713692165863,0.6105216723161001,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2837703932391174,0.1743079360825401,0.1397736234150024,0.5327030588755863,0.5420938049395956,3.0,0.413681866588743,0.1677833735434113,0.1351847480206925,0.6637393877628526,0.6016386952144314,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2999067406122317,0.1713269906752022,0.1365630613945627,0.5476380502384004,0.5532204321778709,4.0,0.3644630315462643,0.1789344437906746,0.1463464772997763,0.6213816427849037,0.5797199715226401,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3161248996550938,0.1736729665950644,0.1378668558242199,0.5622549454708653,0.5577709688133516,2.0,0.3117235196428642,0.1697659209595886,0.1401712294451169,0.5595897148733593,0.5433952881785581,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3064412715027008,0.1729984785460548,0.1384232011285018,0.5535713893610306,0.5503971364390784,1.0,0.342847851073002,0.1716673813630166,0.1354821174897312,0.5950674451328013,0.591816110463188,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3056749663844145,0.1729779470771358,0.1395214799227761,0.552880263851901,0.5515217235897403,0.0,0.3531205593007465,0.1723532951723706,0.1320728434214001,0.5943436401871789,0.5772869582259633,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3018307314265546,0.1762645658378782,0.1416821712954639,0.5493933152860999,0.5423461104812475,3.0,0.3766627559798808,0.1582289361477019,0.1253532060539672,0.6183779898235877,0.6261786559860032,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3104892343107388,0.1738011539975686,0.1380263519681445,0.557215800844131,0.5551548574993687,0.0,0.3193732472176125,0.1686380629027793,0.1337467507392412,0.5754303582711756,0.5485092611979264,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2984085930487745,0.1754002459637324,0.1408293247475443,0.5462727944764647,0.5444978575018146,1.0,0.3839373024755126,0.1625032608587459,0.13138096701561,0.6257976594232146,0.617059369448788,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3399995305889016,0.1705387560454607,0.1355971675136029,0.5830958562891686,0.5823543957776013,4.0,0.1944345202577334,0.1822499309031329,0.1401560560967009,0.4787296890260231,0.4525038829157881,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3070155429451014,0.1708686399024914,0.1360403882250586,0.5540913793687825,0.5482755076680732,2.0,0.3244277529872795,0.182515053740746,0.1434939820631225,0.5928046888229683,0.5956114351068608,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3054132148056327,0.1721851501636173,0.138632272694998,0.5526598545508952,0.5472716406650511,2.0,0.3427396738598049,0.1767280137304769,0.1383920908153114,0.5949205066410939,0.5812871731886415,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2985213846518323,0.1744358246963556,0.1396998752427974,0.5463720202657688,0.5477018853334062,4.0,0.3714064331735787,0.166325545754799,0.1341099911219032,0.622544811471294,0.5827189157919008,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3398135247909841,0.1731214684441656,0.1381111520204713,0.5829363362482254,0.5707175414221884,1.0,0.1720241808080979,0.1730816586277877,0.1358257823624685,0.4446446032487792,0.4669929413128216,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2932837634393763,0.17467252455287,0.1398072481249553,0.5415608966019261,0.5441292759618243,3.0,0.403688837662752,0.164901001922056,0.1321560720649998,0.6378827666139038,0.6166893099612107,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3241810665812061,0.1717662342580424,0.1363237461580021,0.5693720064502762,0.5720326198812101,0.0,0.2816704374783875,0.1771021382828544,0.1414975162690807,0.5318676719410039,0.4953230831155455,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3192178297974376,0.1715395306668485,0.1355025222017967,0.5649943381918696,0.5644845453451192,2.0,0.3042067991963363,0.1777730427185149,0.1478125824115967,0.5540575400281417,0.5430177323346617,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3187909373987725,0.1693592792520765,0.1346966910816724,0.5646227767819482,0.555017446919587,3.0,0.3061350455309348,0.1857358738896839,0.1529057723930118,0.5544880961047628,0.5745167175498999,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.354265666778521,0.170475650160958,0.1356356015836508,0.5952024531261741,0.5809015589971668,4.0,0.1012540889396667,0.1831949165418244,0.1413979657564287,0.4096890057684625,0.4633555932429028,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2844928163779742,0.1760034474676166,0.1427615011691729,0.5333789672595028,0.5236822165622181,1.0,0.4266844938083342,0.159698465186651,0.1244645104333038,0.665462887877668,0.6631896078655046,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3071430469182959,0.173575900085057,0.1381805846717089,0.5542089859431544,0.5470404892347466,0.0,0.3452451604812296,0.1701246284170844,0.1377927547048866,0.5886959302983626,0.5933105125184103,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3289998868886136,0.1734242328679361,0.1379782257974033,0.5735896931783251,0.5670364788331382,0.0,0.2514226107136335,0.1705895433408935,0.1403279751737792,0.506802876140966,0.526244487072249,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3260927138254565,0.1707596679357206,0.1370962470014028,0.5710468981963279,0.563892885844033,3.0,0.2660638241141924,0.181516377166481,0.1442703030124188,0.5242176265582732,0.5270577196574154,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3218327440819135,0.1724457440440134,0.1382030380371261,0.5673034411909269,0.5602030228837921,2.0,0.2826757594670724,0.1749167932345392,0.1376531288377165,0.5342411382477916,0.5194967862742473,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3118458900921864,0.1738112859029046,0.1379902439622681,0.5584319960621209,0.5552513592601691,1.0,0.3319479333938255,0.1685116649680236,0.1388292202435256,0.577241821133905,0.5643384569277697,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3389913580381778,0.1695631752830128,0.1341157417364568,0.5822329326610314,0.5786943102774079,4.0,0.2243396589121188,0.1853816655183412,0.1498720924859421,0.4824189921832896,0.4363216398314941,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.31148457279187,0.1719161008622493,0.137060006642743,0.5581138136062772,0.5635109950914275,0.0,0.3301219568618675,0.1766885046008209,0.1442525782109824,0.5781547160021809,0.5431488462644826,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3534000988163357,0.170602445819171,0.1360963943407645,0.5944949131371018,0.5846062148472064,4.0,0.1244716477081188,0.182852983273638,0.1410015031814748,0.4079081598485365,0.4459411250188955,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3557102582930949,0.1700789764198831,0.1340994712010696,0.5964253469725218,0.5837069939867956,2.0,0.105343240261111,0.1855686674577993,0.1511125497345269,0.4132219819258769,0.4429531705085722,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3484680027972618,0.1686956505965654,0.1334788727868878,0.5903357453257699,0.5784003082548543,1.0,0.1794623939287439,0.1888306009239418,0.1547024807295383,0.4517733802732957,0.4850052937991659,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3278416384834013,0.1719716571900097,0.1375002708682731,0.5726176125589548,0.5603831079208839,3.0,0.2670860441180106,0.1760674992817802,0.1423107662244321,0.5176376525495424,0.554243763677817,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3540628448005478,0.1691643935830105,0.1353766253800518,0.5950425973879236,0.5745923099618838,0.0,0.1399105389282465,0.187962879736728,0.1464123249929867,0.4145137975931333,0.4923665037674928,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3183223231358026,0.1701195206023649,0.1354707889475209,0.5642150316851349,0.554623351773829,3.0,0.3077840769486617,0.1831722704774472,0.1449671560097549,0.5561944712358735,0.5818038131472651,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.351432504524209,0.1679692080933136,0.1326971209937715,0.5928284241507611,0.5884186409434393,2.0,0.1782275875728026,0.1908074858686117,0.1542843318792114,0.4349166478242666,0.4308180972644693,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3002846312615156,0.1735378844737156,0.1386920736994268,0.5480298809656035,0.538705384204028,4.0,0.3706660465531873,0.1702836721210229,0.1358271205565596,0.6102640201849561,0.6355432577464963,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3289968000406359,0.1734663623849039,0.1379373054942274,0.5735917721920396,0.5727532709070126,1.0,0.232332498064579,0.171125820791355,0.1388335326306231,0.5017190072676959,0.5033718153924701,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3230181328327217,0.170276515341163,0.1365554772313767,0.5683482250210945,0.5568310469972293,4.0,0.2848268508944399,0.1830269486402748,0.1419908665214341,0.5373115553285007,0.5666162247807432,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2937751839064523,0.1735119936307286,0.1392039419185296,0.5420118096231652,0.5438443675397832,3.0,0.3841614752767863,0.171334266244652,0.1379285984541614,0.6380718197986296,0.6256631334277029,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3313061702666625,0.172361524332632,0.1389878048455954,0.5756150186467875,0.5591478212334642,0.0,0.2452129073667273,0.1749867860787567,0.1311357310135073,0.5117529607118945,0.5660511498142721,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.317246208698122,0.1738638316246523,0.1385154765986873,0.563259589597968,0.5614388787536099,1.0,0.3046394770865717,0.1692413626911418,0.1365153619833333,0.5550342229702268,0.5474658824941873,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3269667734897904,0.1719592303817895,0.1367361978145067,0.5718104541451263,0.5744982461184813,2.0,0.2553690958659312,0.1775428748676754,0.1397815327154409,0.5128045610058921,0.4954184979211283,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6679841862660693,0.1201322519455037,0.091705257919535,0.8173152651732816,0.8232378496365994,0.0,0.6365993569225656,0.1265674655097889,0.0963165924466487,0.7991928130946397,0.8201063152546246,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6696890282878152,0.120492717355107,0.0911826614414199,0.8183585127763031,0.8251552512269468,3.0,0.6000828938184024,0.129940980427528,0.0999567794189218,0.7835055029152589,0.7934048679611811,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.683698972370353,0.1191464382559558,0.0897149527190409,0.8268746142057743,0.8317028032650201,2.0,0.5417625966126265,0.1330992147227353,0.0993281372088273,0.7479752624982425,0.766325705631938,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.669804830479676,0.1196290677358714,0.0902381290701977,0.8184233025429205,0.8294773816171765,4.0,0.6108616273747147,0.1310002414829315,0.1008780062602046,0.7841045072599695,0.774091281298388,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6466590513417318,0.1250815067617528,0.0958122205000197,0.8041563593439836,0.8121164594874455,1.0,0.7396335108161425,0.1034804768480053,0.0784213287600848,0.8608724778627083,0.8496005641992324,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6692551076064878,0.1210398914041294,0.0919348405801856,0.8180969731149801,0.8243542974378276,3.0,0.6363583327241567,0.1221558008290578,0.093889771515173,0.798373398626268,0.8077635402609541,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6536448954838061,0.1210258195473825,0.0921117236779626,0.8084967056991482,0.81832055410381,4.0,0.6822385788774508,0.1247067018442866,0.0969149160390062,0.8271762929998406,0.8342571001078842,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6695776918359371,0.1189561081021224,0.0905681921901882,0.818287192749475,0.8247391439392963,0.0,0.6311194513838314,0.1315938790474166,0.1016942374739005,0.7960750960958194,0.792525819105916,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.673926209800338,0.1214749089569467,0.0925710792780862,0.820935600681474,0.8278211776373509,1.0,0.5999214160482034,0.1219935333375893,0.092899294657344,0.776343827586842,0.779865109456163,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6823640268234032,0.1192410687201546,0.0908693077839993,0.826064042505684,0.8298563012068868,2.0,0.5565364992836903,0.131792603529131,0.0959077294459165,0.7527554894503534,0.7786045752769647,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6769311189288748,0.1177533848032109,0.0898846482286304,0.8227741845051544,0.8303687431768195,2.0,0.599834734523972,0.1362844500122718,0.1013905543302366,0.7759528772226312,0.7728091523665106,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6596223202078819,0.1210926516025461,0.0916503795103026,0.8121893475622705,0.8173144486044307,3.0,0.6661837397324288,0.1239146745087491,0.0950740512225881,0.817840548832282,0.8237292625835905,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6778401353595562,0.1193230454533147,0.0901801142307828,0.823318493469135,0.8292846982454993,0.0,0.5796428395086299,0.1318759190397653,0.1011352503502624,0.7620349983232962,0.7831530251985152,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6626994824488417,0.1202372409477621,0.0907744688074865,0.8140708363671489,0.820473404488445,1.0,0.6527794657586458,0.1275658852076488,0.0972447119316386,0.8105323451529785,0.8170705822273698,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6723905722721861,0.1183366340401965,0.0901212711671345,0.8200094205036433,0.8272947599301719,4.0,0.6041344341652222,0.1361947552015452,0.1043030888772647,0.779400159280126,0.7740321700861525,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6765019419329805,0.118420500867137,0.0894708147563983,0.8225041120652913,0.8298229189808729,4.0,0.6140408390801431,0.1315594128505292,0.0996304536092555,0.784007689067117,0.7904385810330083,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6854231874366088,0.1169995519624451,0.0887572713406915,0.8279108273171633,0.8295699556139781,3.0,0.5598342887300376,0.1383436684455402,0.1065136781216845,0.750924846383576,0.7748834667267303,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6793329795939782,0.1191812510803889,0.0915231196011946,0.8242260036403589,0.82431828496361,2.0,0.5785498115887868,0.1316253131214556,0.0968168262716592,0.7615146682445146,0.8037063967868129,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6542719071853547,0.1220566053651099,0.0928262423198024,0.8088864403724874,0.8115226884625599,1.0,0.6838626326957167,0.1205292224759209,0.0918194652709467,0.8305992980413192,0.8557424835967361,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6774529949096126,0.1196656664713378,0.0906501176842086,0.8230891164416434,0.8317716496676182,0.0,0.5930413251925503,0.1284531899738491,0.0983478480272943,0.7741072189016731,0.7703084485114495,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6523462739490427,0.1187448553177404,0.0905443452638261,0.8076909004400504,0.8160394920682741,4.0,0.681856098261493,0.1335330099073459,0.099823229387725,0.833381872490329,0.8428227522380876,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6597250148320384,0.12310568129538,0.093664525389816,0.8122460350125252,0.8188711222515961,3.0,0.6688567837481484,0.1152726145735722,0.0902678292352413,0.8196389756856667,0.8256488917934544,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6658424797187987,0.1202819432734595,0.0918486450843694,0.8159932498523086,0.8218189405829518,2.0,0.6529768876504023,0.12509393424815,0.0923869889132514,0.8088947337716454,0.8180228238217099,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6866183947023454,0.1170503795135585,0.0879303626192508,0.8286429593429407,0.8301062960414198,1.0,0.4996492793525687,0.1472520056623876,0.1127616873015167,0.733993012015432,0.7740145631144447,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6518495766482562,0.1212790588044142,0.0927811731979308,0.807393243936964,0.813839542616433,0.0,0.6739450303092428,0.1264939489305857,0.095412752827055,0.8217738552266997,0.8187671181938657,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6638674779131075,0.1214113139884962,0.0922778473996569,0.814785472346119,0.8262706737462012,4.0,0.6490173349416561,0.1226670673835973,0.0940060791508407,0.8072866811459048,0.8030664357792137,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6675234594197139,0.1196775560811068,0.0904417953334682,0.8170291354147725,0.8292279416843203,0.0,0.6261933626819575,0.1309116632251126,0.100902206448977,0.7951285130488785,0.788747082416205,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6736040637831875,0.1182435662079252,0.0893521730253859,0.8207401960744458,0.8249673087250462,1.0,0.6179413845270114,0.1334863080901229,0.1027663710894962,0.7868482419981713,0.7956246220604278,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6731846722309929,0.1194798423670022,0.092437264142227,0.8204886004754619,0.8244137779646854,2.0,0.6087108425015355,0.1305915430556469,0.0944200723469952,0.7808527096478475,0.8038525113753342,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6594375065959218,0.1228122784111876,0.0933492228238274,0.8120606226477944,0.8181902866093709,3.0,0.6788056818981174,0.1149220385121914,0.0888137128330877,0.825846512564026,0.8360453112928424,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6617475260028625,0.1207535673187153,0.0911029203958915,0.8134841011839177,0.8228226051618421,0.0,0.6454530377276197,0.1275158867281563,0.1006898655120022,0.8069406416057573,0.8136404977753815,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6977838967211092,0.1159040766529233,0.0879946778336628,0.835342943629013,0.8405948434529982,4.0,0.4942964314408378,0.1430880714712091,0.1081192873948503,0.7081646298996225,0.7103156196235871,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6655315804131645,0.1206209387738498,0.0912423668190069,0.8158258486374734,0.821251230515723,3.0,0.6367439155775491,0.1265488440005759,0.0954466089568901,0.7993633590693987,0.7890354242353347,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6591017141028913,0.1219162323891182,0.0917068712703307,0.8118711516109813,0.8175919517158651,2.0,0.6571534701608968,0.1225843054927522,0.0967831372861841,0.8134851422057742,0.8200921127326511,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6648165911997908,0.1183091526116076,0.0893172652761482,0.8153694343694937,0.8276124425299479,1.0,0.6022744772415805,0.1392919355895409,0.1069123486172875,0.7895138414314147,0.7883710858083203,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6734671364940842,0.1185504102721701,0.0894749722098692,0.8206576656953025,0.8274267361764099,0.0,0.6154960884814987,0.1328910662536596,0.1014124780869426,0.7877354980347268,0.8043872766974071,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.684038388861581,0.1172059755330302,0.0888812407513164,0.8270774901342604,0.8316072440847405,1.0,0.5570379836863357,0.1395616320091345,0.1064124547692903,0.753508432552349,0.7762837405652767,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6705605577824613,0.1209522362368196,0.0917822396339251,0.8188906581191566,0.8274094701692729,3.0,0.6234838804644762,0.1237230788060136,0.0963104825621701,0.7948383880263731,0.7958458599300157,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6731775350118068,0.1193485661584489,0.090126909718388,0.8205131679026866,0.8270266381474414,4.0,0.6040701865830684,0.1313083561617028,0.0991979627691801,0.7780703605882521,0.7883243163247748,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6708938617290603,0.1187062456461252,0.0905069441934939,0.8191108017625663,0.8231637835259679,2.0,0.6276039953633796,0.1323753352892999,0.1001165197508369,0.7963095336599697,0.8185429969282043,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6817216821608912,0.1199326866720894,0.0912485437078041,0.8256833862621038,0.8286150482788585,2.0,0.5648257008129018,0.1277498972432467,0.0937079792470414,0.7574806654000102,0.797027253777473,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6537740723893352,0.1232399303498522,0.0943059117193887,0.8085703358687242,0.8150788553662792,0.0,0.6827240597250995,0.1161347221080927,0.0893708860142707,0.8295000071912391,0.8165588551065229,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6783135252601438,0.1186841031508299,0.0904022973250461,0.8236165034280063,0.830113643294495,4.0,0.5801617153032855,0.1345856651872779,0.0970403741290196,0.7658621326054893,0.7846980374600157,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6706960263240426,0.1203590507704155,0.0907228344404853,0.8189645865447708,0.8224251309873014,3.0,0.6106049487678722,0.1280612588194188,0.0999151639084457,0.7873008611693824,0.8134012667570594,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6862698776021683,0.1187684724389888,0.0897077510753211,0.8284386254598017,0.8323398348092711,1.0,0.5276270949414955,0.134691225791343,0.1019747319308437,0.7363878238896416,0.759556364277669,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.314129222611753,0.1699014900876358,0.1353281530374793,0.5604753822158028,0.5597527405125158,1.0,0.3165727953840838,0.1842893449572896,0.1489434998131691,0.5634765683711687,0.5618370276867336,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3115791206142713,0.176004296361751,0.1404521385496619,0.5581930866812466,0.543633151645635,0.0,0.3217045606420537,0.1598178951694605,0.1319974756564314,0.5843847599437292,0.6018727983487177,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3106705309148079,0.1755879727147856,0.1398695280583341,0.5573789973862885,0.5565382109047722,3.0,0.3116333944746374,0.1623245392416361,0.1311967421969601,0.5692509840596565,0.5509650885115761,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.28729320644708,0.1741637064378558,0.139711795093827,0.5360015242890908,0.5388652988858418,2.0,0.411418447170418,0.1678697238560603,0.1322410963789403,0.6574707927615864,0.6418588026359016,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3007123886292613,0.177557055694957,0.1420762512811177,0.5483801712781697,0.5420851789852341,4.0,0.3778143845124779,0.1536050485346659,0.1249964260415724,0.6172407691769317,0.6180839716429172,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3105835087522033,0.1743698500824232,0.1394627019831439,0.557303536787042,0.5463560591189328,3.0,0.3223574172282558,0.1667571341333635,0.1325372105629469,0.5820654337012597,0.6067764739779996,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3000591062083227,0.1716783992739542,0.1367094640817338,0.5477774780035172,0.5450970705023606,4.0,0.3637250644207324,0.1780578762826355,0.1446036772670097,0.6104331188900702,0.5828849933715499,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3298910626067041,0.1680530099208653,0.1340930146903602,0.5743614878841812,0.5637218473799877,2.0,0.2608345514939546,0.1910060608445213,0.1542818316852161,0.5123665360108596,0.5428626010395278,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.342160702600837,0.1700039332726832,0.1376123922971174,0.5849478431642366,0.5740531921486511,1.0,0.189314946237332,0.1850127025935065,0.1364026687224065,0.4545165102330305,0.490905988339596,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.312771185035035,0.174839289924557,0.1392567392700583,0.5592604941772854,0.5456979960881642,0.0,0.3189056048209816,0.1641528247282426,0.135292776971532,0.5693368122761457,0.6063168311937703,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3142107501056425,0.1726376587211177,0.1360715226844032,0.560548214948461,0.5679697912982795,0.0,0.3183183954071336,0.1740859830917721,0.1457470642063312,0.566552202755713,0.5252027973387365,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3217031852587917,0.174624089333104,0.1388871975105182,0.5671932519358738,0.5642688463601271,1.0,0.2865172738085834,0.1654078737864927,0.1319555493927922,0.5392158060666081,0.5301439834827669,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3210324784088856,0.1679575465300204,0.1346481736001795,0.566600493020989,0.5638220402513303,2.0,0.2702556636204217,0.1932170949120153,0.1494773937162187,0.5545520077591202,0.5539596932354829,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3387772692152144,0.1742610783079559,0.1383604209708567,0.5820489595070424,0.5654875844451727,3.0,0.174243823496107,0.1687029874746075,0.1358254942599046,0.4724826808211114,0.530504013592999,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3155060024152991,0.1745811711985254,0.1408125254482978,0.561699476611879,0.5475669387666835,4.0,0.2980161514468147,0.1666027033989453,0.1277464427228151,0.5527527891795745,0.6027843215689604,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3377772350360462,0.1691849005619931,0.133977799888698,0.581190626297979,0.5813704648719819,4.0,0.2221047263556348,0.1876793363875415,0.1496632694612191,0.4913494727559416,0.4696072580154716,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3425345660726481,0.1700552006173632,0.1358404551307477,0.5852681470506498,0.5708057786441417,0.0,0.1993012453126853,0.1840140482598458,0.1451181846940076,0.4631953461349749,0.505883450316511,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.327467306811416,0.1734135848805136,0.1382915697183557,0.5722535146133748,0.5656761888208268,1.0,0.2651367906170884,0.1701306099585292,0.1350241237918666,0.5205289869206993,0.5065595457037747,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3096574680222482,0.1740133433682812,0.1395919573003739,0.5564719236927984,0.547890177825757,2.0,0.3405367601015833,0.1679547659164528,0.1328472815392442,0.5843395785964863,0.5777547891165162,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.319711712658287,0.1746038179944654,0.1395528914357972,0.5654310584078351,0.5584753285304708,3.0,0.2949982770195579,0.1648915723738712,0.1331525937104793,0.5440573598816429,0.5602978110856204,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3101180877650427,0.1715783300390825,0.1371043534560169,0.5568835124135805,0.5583609715315174,1.0,0.3273638674389661,0.1785025794649998,0.1430675665277203,0.5843022307752129,0.5300297471334859,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2968664500784997,0.1759462213310479,0.1422858550836914,0.5448682458060577,0.5396185910339701,3.0,0.394264704026475,0.1598597756538872,0.1251243448706508,0.6335438915480064,0.6404437555805329,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2984256972759561,0.1731784084029276,0.1389416050750992,0.5462973704061749,0.5381624265157603,2.0,0.3795260489929094,0.1710110044844903,0.133400172375806,0.6168557870391888,0.6360670502255314,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3242390995329109,0.1710955393258385,0.1356286401250868,0.5694232441710507,0.5690390382349347,4.0,0.283336282606313,0.1794908082529863,0.1453407191555659,0.5403617296280332,0.5230444871249232,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3303865632604353,0.1725454011394402,0.1370112680640784,0.5747928824405837,0.566102603815918,0.0,0.2499280810167435,0.1736312193620377,0.1387047187936355,0.5108750564975711,0.5186953866461341,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.321634409811952,0.1736179091488789,0.1382335379847634,0.5671383139124377,0.5581122952842078,3.0,0.2910648291179956,0.1695509025572509,0.1368265536509549,0.5426760840521908,0.5617142802373963,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3123303160574934,0.1722301992634095,0.1370990283260021,0.5588752340086324,0.5673293116139817,0.0,0.2896146469380422,0.1767265286439713,0.1383680430548149,0.5794263964172321,0.5314507664280594,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3184508932419336,0.1733064821508326,0.1366840175168815,0.5643208460335944,0.5666103267429958,4.0,0.2916100705846551,0.1708415941866443,0.1410037856413357,0.5514877620857468,0.5248000972173115,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3193350147725147,0.1735769043873369,0.1386021468027744,0.5650978605990424,0.563515713188434,1.0,0.3010887550367948,0.1697709742790763,0.1342519671264664,0.5523316175021644,0.5389172987093795,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3261265069978316,0.1698028630933962,0.1357293729597039,0.571076416481369,0.5668470415787467,2.0,0.2773535592398191,0.1843650704809162,0.1445180326252138,0.5418388111129457,0.540081592725576,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3011630447858615,0.1738135622088326,0.1389966336381871,0.5488081521006654,0.5445757738908468,3.0,0.3570125369214781,0.1692427684283166,0.1343427074172204,0.6038665680071826,0.6012584041545832,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3518322415604032,0.1688182746148861,0.1331998647990374,0.5931747076463012,0.5763411023633914,4.0,0.1364249805514268,0.1908997910599874,0.1557466515652492,0.4344146386609078,0.4817703541558291,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3206362503980192,0.1731978952413787,0.1383828351823848,0.5662966830410164,0.5621046644943192,0.0,0.2912876001740119,0.1714630094983361,0.1388685457500462,0.5412116422579987,0.5455208841190452,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3207020975684802,0.1758356569712675,0.1400393267733082,0.5663120430965055,0.5604148660288224,1.0,0.2518619564102781,0.1612417850668372,0.13119192181382,0.551495533579627,0.5600549718840446,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3028882420441749,0.1736463859967399,0.138164313707485,0.5503689146145828,0.5467091176671014,2.0,0.3586700116867132,0.1696694240932982,0.135585869258519,0.6008007949367632,0.6007308426974374,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.329303541501931,0.1734530419359299,0.1375724374779992,0.5738596800069875,0.5668387672725883,4.0,0.2433984067424911,0.1705967175251403,0.1381842591308387,0.5255579339013171,0.5414886913504379,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3087089629110362,0.1719004549535019,0.1378528816502378,0.5556236041175088,0.5471553755964703,2.0,0.3297493627540336,0.176876015589058,0.1431509935949995,0.5847007851841333,0.5956432983085064,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3299368717475429,0.1725850317365339,0.1379603336190922,0.5744040346329166,0.5483405958924874,0.0,0.2173119653560387,0.177438216355765,0.1412471307633951,0.4860832903650059,0.5555647052079996,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3498011362131388,0.166105690477524,0.1330071807504527,0.5914775552680125,0.5807200732507158,3.0,0.1846765268988814,0.1986837860774468,0.1528367890632929,0.456838418254581,0.4541157606086056,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3246173645703921,0.1739753164922064,0.1392598592523242,0.5697562685667326,0.5497900539165692,1.0,0.2725195993517121,0.1684461276479151,0.1340006267423522,0.5241835547377646,0.5854806186767678,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3056936723658032,0.1723785902415302,0.1375867780990563,0.5528999685958556,0.5500487746294813,3.0,0.3364405037832356,0.1755594893677237,0.1444890934647413,0.5874650374613775,0.5847839101464392,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3135543543026051,0.1698676115274597,0.1363684849798379,0.5599790227337197,0.5513516158153638,2.0,0.3252154223459734,0.1840026721700348,0.1468415988444181,0.5708052306075689,0.5922520472572821,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2826061601632957,0.1734795256670432,0.1392516787098771,0.5316267313829757,0.5313576238823206,1.0,0.4150212194336099,0.1706079918681316,0.1368066024117954,0.6612199584054539,0.6487451884445172,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3190185398811344,0.1753683307270407,0.1409121311267384,0.5648258066977545,0.5590043416369288,0.0,0.3021193814336521,0.1620566047298175,0.1256928279426909,0.5622657088381797,0.5693203765598995,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3008735183336704,0.1715759006014831,0.1372203795374303,0.5485319230380674,0.5554172958450964,4.0,0.3505883825808039,0.1797306586221878,0.1405514933611826,0.6037969285959268,0.5690507674927737,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6822498565230399,0.1176858535268395,0.09017204560916,0.8259895673215111,0.829925166022314,4.0,0.5596937476650037,0.1391182013858907,0.1034957887731662,0.7499914986645799,0.78234339139832,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.694787585698526,0.1160201895325689,0.0880224713581948,0.8335430047280841,0.8357632808991884,2.0,0.482920281886513,0.1471701181560835,0.1152257877561296,0.7082770631043969,0.7346034636578916,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.665891725919063,0.1214990238272633,0.0923317704568429,0.8160346989380554,0.8200055017356611,0.0,0.6170684918372844,0.125729840857941,0.0979376780014406,0.7856363786140731,0.79939504557414,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6583005136432185,0.1231264769736842,0.0937083097554943,0.8113664039716563,0.8157560410860478,1.0,0.6751971039390237,0.114539625883972,0.0874850929080099,0.8227448463252853,0.8329539348018217,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6711944903271273,0.1199217455373508,0.0894042594855102,0.8192840380697273,0.8276119643449107,3.0,0.5982084658695543,0.1308587193281536,0.1025746241317806,0.7831846374047613,0.7711233729705789,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6727419440449949,0.1205537560376102,0.0917168951332485,0.8202198345119563,0.8239393335617191,4.0,0.5957741074127714,0.1280641370140123,0.0979090529060566,0.7746765588848612,0.7948243195592063,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.678523221421412,0.1165485993700934,0.0883449575602886,0.8237389687919245,0.8268959667275869,2.0,0.5688782462700395,0.1452901990688556,0.1098870555535576,0.7587006869292172,0.7836012055902567,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6806803707030602,0.117639804142488,0.0887864872452929,0.8250412040910085,0.8351283604525628,1.0,0.5654635845037604,0.1396212076690496,0.1070008373835868,0.7561659869491122,0.7516857464274753,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6680417914264766,0.1215956025039874,0.0917903455659911,0.8173555819606683,0.8255133114912416,0.0,0.6184573770001931,0.123720690779478,0.0963339220125523,0.7921734565468469,0.7927017002046942,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6718681950479863,0.1197066889552247,0.0914240512801673,0.8196802190039982,0.823897937714747,3.0,0.6136694698605734,0.1297296422639101,0.0981641766286176,0.7871361261494989,0.8036397507225382,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6527517170089806,0.1236760659673766,0.0935620527094524,0.8079500212794617,0.8102777653882167,2.0,0.687999973727131,0.1134082904807584,0.0876621856862225,0.8311027468666237,0.8447484469397134,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.663664844192051,0.1209458692679227,0.0919974353789669,0.8146621665779694,0.8238873965633543,1.0,0.6494363774053225,0.1246030528235996,0.0946046140029872,0.8061454401425989,0.8078641977189648,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6858909394436686,0.1165408318931875,0.0887896487370289,0.828196199595401,0.8293016377806033,3.0,0.5491894424540247,0.1428624913704028,0.1027094649826349,0.7514051126304881,0.7922455856165592,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6833974931319948,0.117299487931286,0.089410320126322,0.826683644673831,0.8282805807742407,4.0,0.545883412096641,0.1421048451701846,0.1030105444686861,0.7452481831107788,0.7804035778502635,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6553739048191464,0.1216777806275982,0.0914296536315461,0.8095650791724454,0.8200323264298353,0.0,0.6767702046606272,0.1225629723453612,0.0975264176583372,0.8233397923506763,0.818898485873032,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6715476224084365,0.1191207159649413,0.0907600666445452,0.8194837066389666,0.8226679732877016,1.0,0.6184956087810235,0.131695164119524,0.0991844232927344,0.7867098666226884,0.8168282380802954,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6736135372038561,0.1210435119723115,0.0919404124292682,0.8207462193090571,0.8253908346254764,0.0,0.6036540587203947,0.1238364830017142,0.0938398439010646,0.7791253983010522,0.8074691105034122,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6591446169734604,0.1209077107625287,0.0920970958248544,0.8118975884983481,0.8170853764520334,4.0,0.6622335887298718,0.1254910236973708,0.0972026058799549,0.8144601413301635,0.8249993782872087,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6675710513846356,0.1205163953005637,0.0922948540953766,0.8170553225175926,0.8235189207590606,3.0,0.6181978675370476,0.1288693351109784,0.0976907941416056,0.7870846621559462,0.7864015294302253,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6840319546287299,0.1191877249959139,0.089491502877559,0.8270746106900115,0.828409758620242,2.0,0.5307738792965029,0.133789725212313,0.1015895347891289,0.745674011762744,0.7796174395799512,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6859173182272889,0.116471884721051,0.0884379250579149,0.8282168012289293,0.8294475370263539,4.0,0.5426431001637511,0.1414280144277085,0.1073602854798855,0.7412359940775541,0.7568060229169099,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6621166253835551,0.1214849223532633,0.0925311858439318,0.8137110972721526,0.8185634949810214,3.0,0.6498529795256811,0.1229842722986823,0.0941384440429835,0.8077105834484621,0.8165947933984846,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6706952319859043,0.1215638015732788,0.091787038060589,0.8189675250865815,0.825634220561561,0.0,0.6149097246648105,0.1214114288017395,0.0976275472901129,0.7844453849808586,0.7900280338608064,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6467544715061717,0.1223950029697513,0.0942313982334825,0.804219526188146,0.8110046783502071,1.0,0.7023006202080886,0.1201968584370381,0.0921233882696626,0.8477247325069135,0.8421242457071162,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6649585840331396,0.1211212134259808,0.0923432018058864,0.8154606843244135,0.8206665468068028,2.0,0.6388170017104982,0.1248029323493144,0.0934349802400598,0.8020250788228047,0.819547024939058,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6622186547813431,0.1212650388376963,0.0923416411399982,0.8137777517108995,0.8203342061347425,1.0,0.6600285357571816,0.1225302864612369,0.0929044484724348,0.8175072610418356,0.8159039288473666,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6684663131629448,0.1212981898511961,0.0913665377929569,0.817605159169051,0.8268968264116254,0.0,0.6207277361899833,0.1242082040815928,0.0989249097692862,0.7926593322853543,0.7828013377502284,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6758857913112835,0.1212622189801399,0.0915431145503173,0.8221290905898215,0.8287496060664487,4.0,0.5718058328216437,0.1241518645251279,0.0963071395792303,0.7611198457848662,0.7723546734743459,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6745327202014703,0.1193338601029491,0.0907456038247082,0.8213031065655934,0.8229427493411909,2.0,0.5903427404946713,0.1328985888539292,0.1004292977142969,0.7769376395199181,0.8191906230230045,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6663389751617026,0.1208804416915559,0.0920601407916696,0.8163015183135718,0.8225544936510043,3.0,0.6192688337768175,0.1274771943594007,0.0989085997216884,0.7892628210487111,0.7910709673099245,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.66056895403031,0.1226875086010215,0.0932683486134469,0.8127587720679879,0.8157361702256727,1.0,0.6613646229860124,0.1175851061608216,0.0885512029322277,0.8140065621379593,0.8373701447183645,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6712667226597135,0.1201923783350743,0.0911709819829229,0.8193192629326752,0.8252293699028879,0.0,0.5966698703052422,0.1287371990508428,0.0998635373208506,0.7760292420235675,0.7616190036327992,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6645911728366765,0.1181440822895731,0.0911831397398485,0.8152297272993507,0.821640045028793,2.0,0.6392473120738222,0.1365445655624213,0.1023264961128895,0.7996523159799257,0.8051926115745299,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6549125557824309,0.1223087528642205,0.0928056367392915,0.8093190330264095,0.814303049881409,4.0,0.6696614439876607,0.1210058020622735,0.0960109151658014,0.8200498049598104,0.8159119805696455,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6681011571899385,0.1209348214099938,0.0912420736646578,0.8174070382130113,0.8250877256322273,3.0,0.6042788827415673,0.1279503122482999,0.0992582185324991,0.7831808728810625,0.7732877088417307,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6624640354695972,0.1210093995241742,0.0927105289532908,0.8139288217659841,0.8167859282255943,2.0,0.6526409728622451,0.1235911080185838,0.0923905044581315,0.811797941506281,0.8271022126950655,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6642331302361764,0.1215643579589154,0.092674058403983,0.8150170376582082,0.8172539808486402,0.0,0.6408058274077706,0.1215973396247215,0.0908980741393256,0.8027377944159275,0.8306158351569151,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6428944160344736,0.1230562046525369,0.0940310749992446,0.8018173742270502,0.8088161423966208,3.0,0.7105663704127057,0.118734973429725,0.0908209534128501,0.8486934154727982,0.8539921875467671,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6588616116649799,0.1210121656708016,0.0913602291878283,0.8117341573083575,0.8254215788961624,1.0,0.6492089649830358,0.1270653030291969,0.09889228206263,0.8082120934274375,0.804413680355966,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6439833818668671,0.1227579774043802,0.0932066597468709,0.8025120918877076,0.8083153983383239,4.0,0.7157447881220774,0.1178371392145293,0.0915655271256074,0.8465087544360952,0.8559559221064548,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6675080312340509,0.1222150326091533,0.0917724565848901,0.817033336323006,0.823765061902716,3.0,0.6312704946152001,0.1188891375859573,0.0946817560810389,0.8029570334981289,0.8003910757565362,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6777358220803609,0.1194274107849278,0.090311341622777,0.8232500562418656,0.8260834772008143,0.0,0.5764535389739449,0.1318639839024471,0.1002664801501384,0.7630476489761989,0.7967364544630473,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6733286989270757,0.1191469044925283,0.0910707735884952,0.8205773702171582,0.8226249389478429,1.0,0.5927010634636758,0.1342261247476036,0.101081306664738,0.7733287513829769,0.7987299043969828,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6843351133599154,0.1190075998123136,0.0897940334012528,0.8272516804146542,0.83412612324562,2.0,0.5303670054269214,0.1344297445267768,0.1055983299606037,0.7449829714397884,0.7616121774522981,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.686267541998824,0.1174365408702748,0.0890628298743763,0.8284244517672306,0.8320612258518553,4.0,0.5443234595863156,0.1389120920500872,0.106015899595743,0.7408368822578559,0.7596854307543742,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3258335688758487,0.1753217898570364,0.1390852340850613,0.5708191105372818,0.5715457920582274,1.0,0.2614365603292591,0.1626171208962267,0.1318157911156443,0.5196939817752155,0.5079810635822765,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3189090417036303,0.1716951124512327,0.1381262026417939,0.5647205995603707,0.551965177634202,0.0,0.2953292620662432,0.1782392716030605,0.1399759050519876,0.5534875665162793,0.5875314606267722,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.334959690188114,0.1714846635490856,0.1362621361887564,0.5787607842160138,0.5684630300519341,4.0,0.2129459202587018,0.1804366426379518,0.1427159101407263,0.4857896204308494,0.5348807660619965,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3482154604181319,0.1677807378016384,0.1338821574182926,0.5901010405883573,0.5875517232053262,3.0,0.181372367226601,0.1931172287289808,0.149275794845385,0.4360935605137482,0.4404028937202542,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3113788548863704,0.1715511697470738,0.1377197703141817,0.5580182126187478,0.5457863991780949,2.0,0.3221112806852543,0.1791734151774605,0.1437683959784733,0.5720231489844522,0.5997691346909123,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3016532005371525,0.1713159177536639,0.1366614083783208,0.549230147896804,0.5484564907553467,3.0,0.3521584240725217,0.1795724069976517,0.1457850766211308,0.5938318013321442,0.5929522789949354,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3297620528037079,0.1721770458752853,0.1384203825261965,0.5742535597752738,0.5682490523737992,4.0,0.2554371871216498,0.1752415914167412,0.1348536478205419,0.5106232364897076,0.5171454310601319,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3133463094219543,0.1707923256389345,0.1366975651380299,0.5597757331649404,0.5495837913304378,2.0,0.316628166324393,0.1817611353938365,0.1450067967209282,0.5677609971008339,0.5981875015395436,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3054204500364084,0.1728434269970673,0.1370808900069812,0.5526515474929871,0.5586264027769601,1.0,0.3430519976491015,0.1732728723914245,0.139816888977232,0.5980263286441592,0.5707776347550012,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3421686291516673,0.1721945380069442,0.1364022228424082,0.584952402653075,0.5792577177161401,0.0,0.184626715316307,0.1759227369813144,0.1389493489346321,0.4520637741841922,0.4676443103377104,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2941150627923607,0.1760456940197656,0.1405279562596849,0.5423252037888617,0.5429723035373375,3.0,0.3781980274472841,0.1617886404322845,0.1319858832661831,0.6324602932145293,0.6273121687742844,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3139739774911502,0.1742600809704663,0.1380091891639325,0.5603348170114578,0.5502201207573378,1.0,0.3061606969565337,0.1676796319745755,0.1408399865812896,0.5625864167813511,0.5825159144640373,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3157669836266553,0.172398865781918,0.1365435338849689,0.5619315532980393,0.5685660667425142,4.0,0.2929188959229469,0.1758151713100128,0.1425349588037557,0.5479007770789146,0.5118451662235072,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3332365517037673,0.1738225570819252,0.1380078772308663,0.5772676134989899,0.57215351801691,2.0,0.2261343501660002,0.1692421174578537,0.1355925517021943,0.4999732158635972,0.5003312483359748,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3062985275911583,0.1716682931934372,0.1370944458536422,0.5534454357702001,0.5370819600719957,0.0,0.3308608573359615,0.1780794880100952,0.1417276278847786,0.5863110388586568,0.6236121156598582,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3228999653899879,0.1756108767868443,0.1404858526683602,0.5682468361150248,0.556468820688023,2.0,0.2729421225817691,0.1614703327393978,0.1263979384594912,0.5323889646622917,0.5702730309645658,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3295267204189368,0.1699810717012039,0.1343966774124291,0.5740456828624546,0.5735608329019452,1.0,0.2575930283990645,0.1846595331351737,0.1485349579493061,0.5124798095969703,0.5053685446704594,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3208320365378279,0.1728732660286848,0.1373266571653073,0.566429657493403,0.5626864273215123,3.0,0.2915817475524896,0.1729081421348699,0.1395221955376126,0.5402100385107436,0.5376002534365851,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3121575991813351,0.1719547498086604,0.1376931627929255,0.5587210802214496,0.5575588207370104,0.0,0.3288906082750518,0.1762892249487328,0.1363745545538205,0.5737735674001012,0.5641649157682642,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3218024709117719,0.1734448401093695,0.1385232983137703,0.5672787335831736,0.5638945914138069,4.0,0.2870749469790147,0.1706126098807476,0.1342588274053577,0.5364789343391356,0.5352900191772401,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3103553944929618,0.1734821138434428,0.1370480573551934,0.5571001269524588,0.5562164952008708,4.0,0.3343324867613799,0.1706485836465471,0.1394781105302581,0.581679842841843,0.5722887002115299,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3163329208381251,0.1713190439543469,0.1364690631451386,0.5624466213846775,0.5545803056665098,0.0,0.3081727087654002,0.1791888994368083,0.1430753245400949,0.557063329123272,0.5709924897369576,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3233312924287395,0.170605079105211,0.1379370372760468,0.568625240596011,0.5574740935049054,1.0,0.2852272539982662,0.1817849203947604,0.1371688094073859,0.534863425960107,0.5706740295007402,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3248364202828051,0.1721126754287053,0.1382146242717703,0.5699451087944145,0.5572311316593905,2.0,0.2765180178196501,0.1759717002651163,0.1366740835876792,0.5274628045572123,0.5717749592808995,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3245228165855138,0.1724989637633,0.1376274917987499,0.569669432084797,0.5593216893650637,3.0,0.2698232750058082,0.1752280437652919,0.1385813664338601,0.5362524267454878,0.5545116838259383,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3117840078150226,0.175303926062658,0.1404493574703392,0.5583867619825975,0.550927928681432,1.0,0.3301475855909555,0.1629841376695307,0.1276456291505218,0.5762692054667977,0.591926544661417,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2879378509643733,0.1709388342407972,0.1359524693859417,0.5366157713274121,0.5425784845064565,4.0,0.3956002688177538,0.1810099935671536,0.14800047085636,0.63751966132613,0.6068832244926577,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3071420032342238,0.1718047590640521,0.1359118654189619,0.5542050772047449,0.557423150260626,0.0,0.3368617720808612,0.1782014391013695,0.1444627144508271,0.5805569177242835,0.5599366652331781,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.337954194309385,0.1727097204509486,0.1379306547272304,0.5813437732009306,0.5620707869084562,3.0,0.1984978608961158,0.1745554894160553,0.1353660250571261,0.4777377392799944,0.5468406717817661,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3074159714884076,0.1733824578068063,0.1390093643229135,0.554453823789878,0.5479917563093868,2.0,0.3441237456838982,0.1710101176733843,0.1383308828082607,0.592459674178228,0.5953295497980636,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3045365976936586,0.1753036610313817,0.1402854146745036,0.5518853311653726,0.5477288623792754,1.0,0.3521825240587685,0.1634087778162005,0.1323122154379984,0.6014325424652159,0.6001003393722864,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3157991390031053,0.176103653767405,0.1403228578530253,0.5619682661564697,0.5539027707728907,0.0,0.3161601757279736,0.1589792530204335,0.1270084176713867,0.5641307786788697,0.5863546113571605,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3244591978686522,0.1716895861123785,0.1374528972386729,0.5696240128701815,0.5591142487078752,2.0,0.2748001219543251,0.1774995810672168,0.1431506729385419,0.5272589288540722,0.562096557357759,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3058904211641916,0.1748757890716515,0.1405917002960988,0.5530743783856502,0.542249379501224,4.0,0.3544245666189859,0.1647874941124961,0.1290637831126841,0.5981329842003453,0.6339736783462804,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3336442632044331,0.1713801975374374,0.1369079094489594,0.5776501912545136,0.5651052690896469,3.0,0.2353034272665171,0.1791573081606651,0.1407253584535409,0.4935934253903333,0.5281740640146164,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3109757141041753,0.1739070501327902,0.1382533300330829,0.5577195405651467,0.5513843141412887,2.0,0.3301335459392716,0.1691792982439461,0.1356389902106445,0.5772470789119661,0.5869548179413875,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3162066631623801,0.1715392309816697,0.1381534644308577,0.5623336117120936,0.5513424631193324,3.0,0.3063075830270909,0.178841543011984,0.1432589602052031,0.5584182524503103,0.5894776690989252,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3076838802498746,0.1723427486441283,0.1375003472956698,0.5546963371751636,0.5614682963811095,0.0,0.332217004772248,0.1762203762445194,0.1396172709612073,0.5818076365400366,0.5487857258970499,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3406185606846899,0.1722359994518805,0.1360495820247837,0.5836259610995356,0.5794823198348105,4.0,0.1941472399775646,0.1757066935750144,0.1397801293749583,0.4661049203301688,0.4567680434594936,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2889706169210549,0.1733573754980367,0.1390313806870866,0.5375635633297053,0.5376525199786577,1.0,0.4021243193656876,0.1710358650944427,0.137208576653677,0.6439416210947639,0.6359734420246227,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3263307447386544,0.1707130531931879,0.1362962493810434,0.5712604611805696,0.5695310807369984,0.0,0.2710373536057118,0.1815874204854169,0.1398753233488006,0.5240914468361169,0.5169874171304736,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3052950940657067,0.1716402546570944,0.1365672419946197,0.5525453560685598,0.5581002018940983,1.0,0.3293613295212083,0.1791797742399999,0.1443005932433556,0.5797348736490772,0.5547528425251352,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3342622995717292,0.17050690615054,0.1352255644404239,0.5781688266876336,0.5796924165768416,2.0,0.2310275906952215,0.1830549127136207,0.1472539738315312,0.4895007131966581,0.4697230063134133,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2940506925592552,0.1749950682677302,0.1406585428510525,0.542271539624303,0.5405996078309894,3.0,0.386883132901616,0.1646994201671168,0.1341037509952959,0.6344098215569958,0.6262472920968172,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2961627419923311,0.1785858069146491,0.1427556455878295,0.5442129309489647,0.5438068193482015,4.0,0.4094546805162595,0.1477858086631086,0.1184184102183395,0.642362051757597,0.6193075026675948,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5900946710029807,0.1274012904270093,0.0996587783840913,0.7681783143735709,0.80160628684633,2.0,0.2860702181297737,0.2343742350637646,0.1825843352324024,0.7039824623754873,0.7859441741174926,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6367499440336328,0.1275839640789376,0.0991056544511151,0.7979689839811366,0.8248915706720417,1.0,-0.3045120387887627,0.1990878922789958,0.1581760456494609,0.3834456034805575,0.3934800714241787,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6367499440336328,0.1275839640789376,0.0991056544511151,0.7979689839811366,0.8248915706720417,0.0,-0.3045120387887627,0.1990878922789958,0.1581760456494609,0.3834456034805575,0.3934800714241787,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6657297376980778,0.1214875836561432,0.0943051835318588,0.815931935838706,0.8258377687543377,4.0,0.2518954772259862,0.1475133472727906,0.117179874687954,0.5877113940387941,0.577192716358525,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.541783167545083,0.1396802920935878,0.1114955615527973,0.7360669991589868,0.7228349563811023,3.0,-0.3692457358040795,0.215134721834201,0.1961117455226216,0.794763164620423,0.8233449104718947,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6342071513561688,0.1268848271728302,0.0999035696127322,0.7967587722752203,0.8047135625429965,0.0,-1.2549791770409858e+26,2051107402591.904,1973786982164.308,0.2935085756408188,0.5662818689284326,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5157208502208275,0.1403578292962349,0.1123027747553157,0.7183766014638876,0.7081171003160172,1.0,-6.59160957059465e+25,1491321811011.4731,1406878515670.619,0.2732863062452226,0.7544622587562199,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6021302943696224,0.1319969678071613,0.1026482826571816,0.7769649825761964,0.8006267730038443,2.0,-2.946544591780061e+26,2459347679010.8823,2444815524382.7744,0.3217886573465427,0.5487616558574631,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.582986687498935,0.1336565544341496,0.105129751603285,0.7646606610651993,0.7835872360903908,3.0,-4.208242579697314e+26,2071903189146.7263,1998078606493.3271,-0.1015416439470178,0.2526529512072861,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6021302943696224,0.1319969678071613,0.1026482826571816,0.7769649825761964,0.8006267730038443,4.0,-2.946544591780061e+26,2459347679010.8823,2444815524382.7744,0.3217886573465427,0.5487616558574631,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4605787690736279,0.1648894246726486,0.1302531662466257,0.6786970011201788,0.609144778637478,1.0,-0.0789671540053738,0.2043209086540915,0.1602909657612834,0.4426826986824861,0.4578832622771174,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3279300026295522,0.1735162322582789,0.1378238896293881,0.5726569363166993,0.5742849723305739,0.0,-0.9109912117563864,0.2339056620346299,0.2023802496319789,0.2771324414778001,0.2605160066936189,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2786460453154309,0.178183011887837,0.1417497172272839,0.5278818378095868,0.4123274751621856,2.0,-0.1946920243709666,0.2001235159023112,0.1655328502960049,0.4082089742540441,0.3890232410669264,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4257115531282777,0.1733423949207301,0.1402208984614094,0.6525020887902704,0.5745484079402845,3.0,0.1602623401157474,0.1827817459269583,0.1535836585988328,0.4393939679079817,0.4380869875089401,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.1042058571340375,0.1739282976321526,0.1373230132903421,0.3228870840199728,0.3214924184205701,4.0,-0.3451324318083195,0.2094061038546296,0.1755649697023452,0.3297783038182016,0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3201952316940246,0.1732727767949953,0.1389702209942002,0.566069124403648,0.562660985727629,3.0,-9.048866645726677e+25,1744804351015.8325,1594609914091.39,0.3476081702954692,0.3517310498323531,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2953207558168015,0.1755198895382391,0.1414091897941727,0.5434798181424936,0.5370416541335309,2.0,-7.110000916477552e+24,424701363679.98254,368889059878.62415,-0.5048316177333951,-0.5464069491041489,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3037231174568142,0.1747147033562729,0.139946945363709,0.5511133747193034,0.5457121144593924,4.0,-2.226311950990568e+22,24405238224.68047,21808840582.07177,0.4288917738665929,0.4736654667156709,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3586997371162487,0.1671741001897903,0.1357739804341137,0.5994911701039538,0.5833841780936064,0.0,-1.1179345235299278e+26,1974417606957.334,1949394876091.655,-0.1604852230837069,-0.2812465311133518,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3037231174568142,0.1747147033562729,0.139946945363709,0.5511133747193034,0.5457121144593924,1.0,-2.226311950990568e+22,24405238224.68047,21808840582.07177,0.4288917738665929,0.4736654667156709,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6555118161439706,0.1229412429435447,0.0952668836268493,0.8096626750938262,0.822059396578572,4.0,-0.3523252860398536,0.2086172291438986,0.1662129136937957,0.5627310728819104,0.5264556361790721,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5590118630425478,0.1376473503718872,0.109689571296907,0.7476971224085316,0.7315320642341426,3.0,0.3241146553173739,0.1528491033099308,0.1254378184022848,0.6517981573026862,0.6616643451817873,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6146531270645132,0.1299763648698884,0.1014338010671375,0.7840158983148531,0.8041392983725311,2.0,-0.0279643361746098,0.1658360963530825,0.1275307301914989,0.2893798514772539,0.3545499968733209,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6366852091376338,0.1275953319597916,0.0990970078757226,0.7979342274660736,0.8248915706720417,1.0,-0.1882153216846889,0.1900064645857773,0.1455052729015396,0.3727052064622365,0.3589371345747817,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6106008537775505,0.1307944686639273,0.1024044086584812,0.7814153343864423,0.803031294317171,0.0,-0.4194265696252528,0.2021384007219183,0.1786155914385204,0.5987372306909116,0.7121709901376645,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6005670340141129,0.1258761744067281,0.0980564945649798,0.7760294400766603,0.8160934176660477,2.0,-1.7661054425694735e+25,1057256010163.1412,797097845805.5872,-0.5978140497528173,-0.3148810359727436,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.57937608871926,0.1347795593091377,0.1060212729863863,0.7628193288241634,0.7771741326447998,4.0,-8.80281796140251e+26,5340557343104.68,5033384644406.841,-0.5167272117535056,-0.0666921055829161,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6380808308939803,0.1262111954303792,0.0992740405658495,0.7992937134748953,0.8062165148335931,3.0,-1.614989377120403e+25,735791856787.0477,733140191795.7468,0.1080944999583777,0.5662818689284326,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5924844543964829,0.1328734562861899,0.1041509696993708,0.7703261938386841,0.7870899832172134,1.0,-1.033855930145328e+26,1851316076293.993,1848962322937.8767,-0.0181017309696711,0.0945780656143191,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5807860208804039,0.1278055386348302,0.0998409471076492,0.7624652996141054,0.7963239142274413,0.0,-5.820915750591209e+24,731326305303.0992,730170039693.9944,0.8029545359546313,0.8685378138970998,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.273230936277654,0.1695393862855368,0.1346337105357895,0.5227246808841349,0.5409788247656415,4.0,-0.2754182399544267,0.3019011834128384,0.2332308836652087,0.64805352235128,0.6648233157830666,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2974271037169232,0.1756861704289375,0.1409106606010138,0.5453842078739979,0.5366363571566959,0.0,-0.522404919497294,0.2093425208313918,0.1865714844993307,0.6085589577878954,0.602231807681353,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.273230936277654,0.1695393862855368,0.1346337105357895,0.5227246808841349,0.5409788247656415,1.0,-0.2754182399544267,0.3019011834128384,0.2332308836652087,0.64805352235128,0.6648233157830666,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4254953602515265,0.1733750195233609,0.1402723313434808,0.652402767066643,0.5745484079402845,2.0,0.0570927307189328,0.1936847815350899,0.1590388759946274,0.4199366079381675,0.4380869875089401,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2768476985811369,0.1793942318006134,0.1423828092633793,0.5263402423307477,0.4374223425537826,3.0,-1.0190325638132252,0.2462959332377693,0.2133151160677674,-0.3718867523068355,-0.3448602539303295,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3950606572390318,0.162392506107501,0.1310058725927804,0.6296000446326127,0.5963188120011295,1.0,-1.3699473908056191e+27,6966896279444.382,6507307470803.137,0.0167053821639773,0.0137523017152616,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2736411312950407,0.1697450836747532,0.1343125130138323,0.5231139362944381,0.5395243876144854,2.0,-1.2342506890849942e+24,279494674593.40546,259014349028.648,-0.5978140497528717,-0.5785485343455693,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2437810807455142,0.1826017306382865,0.1463846919187909,0.4950863830356971,0.3730434607586088,3.0,-5.012220134095324e+27,12943597581894.02,12811196865586.406,0.5110779907685682,0.4630031309029934,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.104283771746089,0.1739207334776936,0.1372785759100061,0.3229299796334943,0.3214924184205701,4.0,-0.1427474223165747,0.1930109461852056,0.1524216077644276,-0.3297783038182016,-0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2437810807455142,0.1826017306382865,0.1463846919187909,0.4950863830356971,0.3730434607586088,0.0,-5.012220134095324e+27,12943597581894.02,12811196865586.406,0.5110779907685682,0.4630031309029934,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4996463208436247,0.1492217528485135,0.1145421557168859,0.7068572821036431,0.7203633721065167,4.0,0.2983883987168056,0.1451890822332504,0.1145565432852287,0.6256862999535807,0.6055577383337448,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5597029222797747,0.1387196126035255,0.1100715854692491,0.7481623987226065,0.7370179162433134,3.0,-0.3353254339448095,0.220800608193891,0.1699436269010826,0.3661594812705355,0.570281513939802,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5367453392786654,0.1354384401660991,0.1060951673211045,0.732629536080225,0.7601405126764511,1.0,-0.2994619802626981,0.3162014861588644,0.2572195803965563,0.7946067138000134,0.8359113635172886,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4788107041993685,0.1507079037481865,0.1194231194918986,0.6919645719874433,0.6991361131295395,0.0,0.1330677419041777,0.173869503017921,0.1504704596846648,0.6924604954082442,0.683405677546313,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4172108739565843,0.1539729665693127,0.121300607167975,0.6459192418119515,0.619392693183454,2.0,0.383917086968903,0.1441767440818144,0.118601611044356,0.7005994881356643,0.6841030316015045,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4579718388320137,0.1684033312734699,0.1309322837532166,0.6812150470189525,0.6871804611593216,4.0,-3.626916031179596e+28,37986541660343.7,36852358498240.66,0.2722082960867115,0.7408751064922773,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4170753960908961,0.153990862164644,0.1212067192589142,0.6464219697742991,0.6538300378776319,3.0,0.4000043423147801,0.1422819096308487,0.1163061281646396,0.7015493851045538,0.6841030316015045,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5077347103382543,0.1292116110698898,0.0993182101436939,0.713820694921105,0.7380912022750177,0.0,-0.7614449841803677,0.2492069471934992,0.1977263912826958,0.4833003753220406,0.5074277631331549,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5237416803516959,0.1460676837264139,0.1131655572789888,0.7237634283073111,0.7596817708836082,1.0,0.2313140932495454,0.1483494187746125,0.119795264362655,0.5420068947187979,0.5173820761928037,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4813868212954595,0.1492712524976279,0.1179642970363471,0.6942001910368658,0.6807899254204444,2.0,0.1434084473131689,0.1720732153864698,0.1469439943044722,0.6706046742358701,0.6913225445797931,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2128876721347574,0.1765429592000298,0.1422939477231821,0.4613992743496531,0.4538008975550243,4.0,-0.47381058328403,0.3367463937425272,0.2597062295827157,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3123965180710897,0.1742638343462956,0.1386490591035397,0.5589558507702082,0.5618497733744988,3.0,-2.8968542793772323,0.362081824107783,0.2939055248514728,-0.0743128694652421,0.1399558104044965,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2352647891684678,0.1804492821005868,0.1440750992930151,0.4850481885378954,0.5237366509224607,2.0,-0.272902018294535,0.207427961023341,0.176419072902848,-0.0883911675858418,-0.1738312341308452,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.0124893405129122,0.1826152461773112,0.1474508884854295,0.1117578608858966,0.1059292087027463,1.0,-0.8963109454493492,0.2486346146170648,0.2079643080427363,-0.3297783038182016,-0.2307042007025248,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2856139014705336,0.175927057600807,0.141403162381216,0.5344789764734664,0.5293774363496428,0.0,-3.0695449781213693,0.3673021641811708,0.2903067954540731,-0.3102840928715512,-0.1284462865225478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2415055082651237,0.184361172882407,0.1483070907948513,0.4914320993434633,0.4273850830767532,3.0,-0.3361936465024249,0.2014909313472276,0.1680025444243441,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2682917705007316,0.1811805791292937,0.1452486558290566,0.5179688895104915,0.538163440447327,0.0,-0.0619342161755418,0.1941374983908562,0.1616792272213832,0.0285859068839853,0.0465129436900251,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2325476146652456,0.1838668446865436,0.146109910009628,0.4822319096298437,0.5036191284366789,1.0,-1.1762301921938896,0.2542428110096137,0.2242944190624703,-0.5395923639956728,-0.5413319619607666,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2284558453120043,0.1855137737667952,0.1486645003346781,0.4779705485822367,0.4748100403275708,4.0,-0.1829093628469378,0.1813009937667271,0.1447580459766344,0.1442634616974803,0.1353329904901916,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2110246349161652,0.1769103755420138,0.1428512111039035,0.4593741774590352,0.4352507394057567,2.0,-0.7089222697872657,0.3288766218867572,0.2624516965839567,0.5978140497528717,0.5785485343455693,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6226858489433299,0.1298408015819447,0.1014998255486393,0.7891117644479183,0.8094715648846332,1.0,0.5612214730829461,0.1317075437442534,0.1045852892417699,0.7492840704473038,0.7929405436056991,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.63263870601078,0.1261494161675227,0.0997118018328665,0.7953929768310917,0.8185662763409576,2.0,0.526456086421927,0.1460305758905212,0.1110174506198974,0.7285688518248487,0.7501213545737037,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6063246386511585,0.1296430488130374,0.1000748683266235,0.7786751452851426,0.8026101905621514,3.0,0.6163058838074598,0.1328575029488981,0.1072398273416118,0.7926615043388643,0.819310414125821,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5927915137128681,0.1344171369023225,0.1060733886867073,0.7699362105535982,0.7921949667365464,4.0,0.6948880798312456,0.1115196863559144,0.0863500630717271,0.8354865538745171,0.8563785409054673,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6072636512247092,0.1313863883876528,0.1019884350842078,0.7792783724028538,0.8045860927867389,0.0,0.622113647021987,0.12592951276156,0.1005008354812615,0.7947577584874062,0.8014001440108456,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6306210659126597,0.1272834165750405,0.0993316272768943,0.7946762327104402,0.8181568283766424,0.0,0.5133071601266767,0.1443618956536583,0.1129684656996015,0.7204203257793061,0.7548481509537612,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6049971049438493,0.1299942165091926,0.1029908627523788,0.7782956671656684,0.797926237490774,4.0,0.6074658535317663,0.1359439607866853,0.1042562406668339,0.7795150299068012,0.811363163030887,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6049183352276557,0.1302029715164998,0.1013137740311302,0.7780027054032079,0.8048291193441983,3.0,0.6264203012544527,0.1320479864294569,0.1026078539486691,0.7923490767838814,0.8051616338793278,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6234142032020813,0.1283742108163099,0.1003877801798171,0.7895668795513813,0.8108914918171461,2.0,0.5519655791605088,0.1392032880584057,0.1087672628697079,0.7471369160698309,0.7576204282925805,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6168524713042298,0.1285346077729366,0.1006109739641934,0.7854129525794451,0.8102261258925295,1.0,0.5882438365018621,0.1370087288473699,0.1063016263329875,0.7679970201021424,0.7858182075314253,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.311232442456815,0.172943285944635,0.13834286423316,0.5578945388203881,0.5483595142219294,1.0,0.3263558210513146,0.1727911715078431,0.1346033318806442,0.5819160581205154,0.6023663074381209,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.311033251634636,0.1719465430589725,0.1372428381768504,0.5577191895113346,0.5601473057671555,2.0,0.337581010713388,0.1758246993974072,0.1415738094810421,0.5827736497041904,0.555449119410686,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3049734477737675,0.1767096237806076,0.1411856756025522,0.5522607950830413,0.5486539173825156,0.0,0.3684599856480176,0.1560253000952615,0.1290432914216595,0.6108236159427302,0.5986585875098429,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3207160721275085,0.1713266708803568,0.1394898801163815,0.5663321243089532,0.5466888772425611,3.0,0.2912324130899117,0.1793190165942896,0.1342265589128793,0.5642892859843311,0.6301350256712749,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.343594101996644,0.1696929398384285,0.1340195736772695,0.5861832570591027,0.5789669871647929,4.0,0.1957063013448822,0.185124421140807,0.1481615833742128,0.4619073558771156,0.4737450721528654,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3218713471867208,0.1756380902739618,0.1412229871238098,0.5673622135454122,0.5535532931671675,3.0,0.2502535259194897,0.1630529961279461,0.1302116501142988,0.5559773982155248,0.6055239539763586,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2935083865639939,0.1729272875518297,0.1382987375643853,0.5418704619050378,0.5404614873683365,0.0,0.3815193322429773,0.1741001850939675,0.14292165985389,0.6306600229035222,0.6209217494550446,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3135756100106166,0.1722417798506862,0.1373512492147157,0.5608654356662228,0.5638988202073715,1.0,0.318221723174987,0.1759834629556502,0.1451088591119911,0.5682543952435257,0.5359660753011571,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3267927179012911,0.1693712219818252,0.1322228251932323,0.5727146589887037,0.5800129886083161,4.0,0.2213515586087991,0.1924853568082621,0.1570326708134659,0.4901602182511422,0.4758552390104523,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3316940999363907,0.1687329430280246,0.1330538747634255,0.576809079060177,0.5694969553403687,2.0,0.2567808301656838,0.1887174051661885,0.1528882087410425,0.5081036597980818,0.5164788672297573,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6169748556395968,0.1309821716037272,0.102665042558992,0.785518851317846,0.809503654883294,3.0,0.584859411147661,0.1272302319856896,0.0976883062630823,0.7672332941472461,0.7972266470919838,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.629204335568331,0.1284001682286578,0.1004635975269909,0.7932594059481625,0.8176803378678087,0.0,0.528554033239894,0.1378003453616975,0.1074682699538812,0.7321739028702465,0.7543057709940184,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6055504398811382,0.1309339731227377,0.1021059955633636,0.7782100761438365,0.8030945807913566,1.0,0.6279360989568739,0.1284694856185625,0.1028503329271476,0.7982147886940429,0.8121984853752037,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5872599213729142,0.1360425757703663,0.1067132631874735,0.7663721418654037,0.7921483645419463,2.0,0.7204462489112686,0.1036489867140008,0.0836893143951487,0.8522621184614607,0.8669413022049665,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.6191828316134449,0.1287582212530919,0.1013149572483476,0.7869153684014696,0.8128013894602482,4.0,0.577144616948227,0.1366320756735963,0.1040077815414656,0.7602964742307985,0.7839994803009565,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6179283506918086,0.1298527550501393,0.1013208503524332,0.7866408803375469,0.8101732474265859,0.0,0.5749301227828313,0.1332243108407212,0.1020580272720435,0.762401502756328,0.793358106295929,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6140173154064733,0.1312334073510984,0.1027409165335734,0.7838818477504669,0.8082630829776283,3.0,0.5627828220238625,0.129569492195395,0.1004339993322713,0.7616753799934823,0.7838913156618273,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6126837404611456,0.1310010760824584,0.1029542260682193,0.7828603877402394,0.8107395539389533,4.0,0.6054639767957009,0.1271283946489504,0.0995754567216057,0.7810259953692198,0.7804808121173609,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6078232292343873,0.1315168151357741,0.1028220455815334,0.7797142056204376,0.8061292519653078,2.0,0.620658365884291,0.1248776337524898,0.0977861375808849,0.7889494549035505,0.7930923734488354,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.6081834013819046,0.1314478936532638,0.1026456508021731,0.7805545742737297,0.8060056743874496,1.0,0.6173320525797634,0.1266231449261694,0.0991355185343834,0.7874833786548887,0.8100682111251624,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3209609280178175,0.1726311544865099,0.1381270814205297,0.5666077615382998,0.5608569264210508,1.0,0.2866555296955788,0.1743242383906923,0.1367900641526703,0.5367073619026544,0.5213666713460066,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3054301667373592,0.1684355462929702,0.1345618621200155,0.5527093292982304,0.5568304785697636,0.0,0.3092011942392104,0.1937872595712226,0.1521672872187806,0.5877340086579712,0.5528439333756705,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3222133794668901,0.1717321015201146,0.1352976243721691,0.567724798206921,0.56743460654759,3.0,0.2759332782469247,0.1783893896676591,0.1445919457958454,0.5361920889710088,0.5157849652576412,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3246305916094419,0.1696272988100407,0.1360053966065653,0.5698631636129139,0.565115223956388,4.0,0.2834929074920661,0.1851827627061334,0.148161015296535,0.534459154072384,0.5419914660397234,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3372982362696471,0.1661956432657554,0.1329617567354529,0.5808563379547489,0.577127561415552,2.0,0.2432653582210724,0.1976175744247079,0.1588411597447782,0.4933995520883991,0.4936558186844682,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3019574863762082,0.1767071952118945,0.1393715443422857,0.5525602338290392,0.5558401047455332,4.0,0.3537522004160004,0.1594135228014313,0.1235733434734215,0.6014092708621701,0.5750139574637534,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3158271713433328,0.17264556266283,0.1384113434796483,0.5619850535041606,0.5555558143022763,3.0,0.3133935535063246,0.1729238995497728,0.1361737071027716,0.564269759663362,0.569524903890229,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3297367759884134,0.1700200322518721,0.1356588405418256,0.5742325262951561,0.5605417530686954,1.0,0.2664516702741165,0.183301700907251,0.1449685897237515,0.5211902542344151,0.5578346697715711,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3121972912306818,0.168765310927902,0.1330747695682431,0.5595929115224767,0.5577749582885467,0.0,0.308631783841249,0.1897034037078131,0.15316577734019,0.5890681266816107,0.5761319523053455,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3064679521982485,0.1743594272960015,0.1385205757182749,0.5549397809157103,0.5466469549795338,2.0,0.3392075816432568,0.1682847717353001,0.1362197006368326,0.5881670091696394,0.6163201481155705,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5100411526038202,0.1455528412837855,0.1131931909368095,0.7141718659475969,0.7467280292854789,4.0,0.5077383699607217,0.1494033606972756,0.1183018597217506,0.7154240813864285,0.7266301230810525,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4930647891655265,0.1474304822021598,0.1149171901475515,0.7021861545368069,0.7421789512240287,0.0,0.5662767270044027,0.1424931190652436,0.1125714457581506,0.754140808453848,0.766817379341025,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5141976313393501,0.1447559582326637,0.1120142719721971,0.7170759462371636,0.7446494661306486,3.0,0.4909195713366698,0.1526664827938354,0.1207118076181265,0.7024747130106214,0.7418231398487067,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4989743901874848,0.1468228881810055,0.1143159186660753,0.7063814492872826,0.7420127325580953,2.0,0.5431434421613837,0.1440125746850412,0.1144380349398109,0.7431080364100744,0.7751637635874609,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5060243220095713,0.1466908857420231,0.1128143065314636,0.7113541658868708,0.7465629814867755,1.0,0.5286521604737342,0.1441043489947692,0.1181504399526855,0.7273646270354424,0.7327902859300107,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.497282683290052,0.1475699706238312,0.1147958134438418,0.7052435283833671,0.7387036206368045,3.0,0.5430915502970372,0.1432214932420053,0.113221946885834,0.742642773807287,0.766626706021283,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5115932634473865,0.142548477934393,0.110370438059658,0.7152830813328472,0.7463022108712467,0.0,0.4924031874922823,0.1620598617015712,0.1279284866547973,0.7154465706670659,0.7395516671999132,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5081432218181625,0.1460512910893423,0.1132858649958048,0.712889004323617,0.7459613874797143,2.0,0.5133966276226616,0.147661975179038,0.1172478292127656,0.7221918189423933,0.7398790242446275,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5323756303681817,0.1456913044779355,0.112759574686961,0.7296468353191957,0.7611587639785684,4.0,0.3940604722738182,0.1487832292130209,0.1201347705620283,0.6428402034167,0.6824588462997722,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.5347632293170385,0.14337128294404,0.1123480613379707,0.7318190802673468,0.7639448639797853,1.0,0.4049499960015063,0.1572363025582442,0.1217145462288569,0.6374247472558543,0.6639803570650279,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2159385213362177,0.1852096639400236,0.1473638330010993,0.4646925248178983,0.4699019344715401,4.0,0.2135481978167107,0.1844139846087496,0.1519743231842033,0.4642674876475676,0.4296194333553825,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2025371030174996,0.1849840683698235,0.148489950773016,0.4500416345304224,0.4639394792707481,2.0,0.256318217678449,0.1862289325602109,0.1499515140564175,0.5147522421795868,0.51182706060738,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2439367913441705,0.1823309008759285,0.1448668463381848,0.4939002839313836,0.5283921151862621,0.0,0.0916687749841325,0.1961674357956502,0.1572915068311376,0.3432404056353916,0.4075566215978151,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.19285595816833,0.1878703376037053,0.150911452412068,0.4391541584253198,0.4838649464267282,3.0,0.2934263839586619,0.1741712892545096,0.1397718347142522,0.5608230821700338,0.598022424661962,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2330145091763058,0.1820683393514826,0.1450422442658364,0.482716900302922,0.5208492412782981,1.0,0.1459260988123986,0.1969796471674497,0.1608146556283702,0.3940771199330384,0.4194620038111539,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.202127874225339,0.1871733402019416,0.1499724989133961,0.4495863367867612,0.4521989302359905,4.0,0.2537305586254311,0.1772729537699859,0.1485967185242262,0.533272849897271,0.5099570904313366,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2198975344821654,0.186638134246196,0.1505699901032036,0.4689323346519894,0.4369610170333732,3.0,0.149896867410246,0.1803443815022271,0.1441591555592796,0.4347658374857727,0.391801749292593,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2003994831831683,0.1897367576108155,0.1531366726192786,0.4476600084697854,0.4871569355602418,2.0,0.2842881840268982,0.1649147755981484,0.1306358392962877,0.5379745567620832,0.5621869701631866,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.1936291652689581,0.1884385864339751,0.1520458742680966,0.4400331411029834,0.4790548821743819,1.0,0.3049064661782634,0.1710096818793302,0.1378769747695695,0.5680509980950019,0.5904464891103015,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2077802129811184,0.1858902753509077,0.1496588766205872,0.4558291488936601,0.4518107215285109,0.0,0.2478552876525076,0.1815581560221488,0.1441833957168369,0.4998250522452512,0.5042878064728369,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5658259037491808,0.1383030294873249,0.1016786390766783,0.7585681590812818,0.7770752043194632,4.0,-0.1074152177723937,0.1751545211606393,0.1387856029273533,0.4183965773154831,0.4262214211366039,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.28220717626036,0.1756119068459937,0.1372573997523303,0.5881405867651073,0.6065334812420057,0.0,0.3764686670692001,0.1468099603722645,0.1197556408421321,0.6486102941014935,0.671445521928925,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5079949396105656,0.1394945291461455,0.1124629693172839,0.7225309391177268,0.7431610794852678,1.0,0.0731976802240317,0.2573546736974577,0.2041354470693718,0.579609879753639,0.6002289377289376,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5326279390295776,0.1435530729731477,0.1082747953407884,0.731941311875371,0.759358981592802,3.0,0.0518874483459992,0.1780204448178273,0.1443267224728542,0.5178457770278079,0.5045402666087957,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5231588328442405,0.1451008291956377,0.1104158737844053,0.7255012507036054,0.740447983715207,2.0,-0.101960896129547,0.1790330743565586,0.1433953116648253,0.4322839878702895,0.4351693331565051,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5078057338599204,0.1464557949049161,0.1170417096459266,0.7374903982826719,0.7444409238248709,2.0,0.3455132393176965,0.1510710556969114,0.1260739708042071,0.7573268011650461,0.7986652448453347,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5499667338213325,0.1419891514162914,0.1050311440725796,0.7833750161832985,0.8054996988412174,1.0,0.1643918093483996,0.1546723677787251,0.1227073015665382,0.52788100479198,0.5173820761928037,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5481983186500197,0.1327659678499013,0.1083582919549148,0.7678843163065998,0.7901955624806448,3.0,0.3156360907466917,0.2228799030440645,0.1579476703834727,0.8275192956640464,0.8880139640371236,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5412630243320581,0.1346958651263,0.1098659510345188,0.7787509407759585,0.7976793736478713,4.0,-0.0504846449161371,0.2739891455010958,0.2149835797300262,0.605555871060288,0.5774165921075309,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6117544471633269,0.1316733276004122,0.1036626405195803,0.7922048113140749,0.8176062645515361,0.0,0.0799521426612278,0.1819408528093439,0.1400817586970347,0.4362654464201254,0.4786295527557933,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5293099040939072,0.1445028997853684,0.1138548092589505,0.7290720472503618,0.7502945720330939,4.0,0.0427552559310123,0.1550684191690068,0.1303604429954057,0.6126946278047587,0.6756868131868131,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4590857662581656,0.1545422489562021,0.1205714082947797,0.6927819411576308,0.7234289211324701,3.0,-0.1155890872473193,0.1801367430835327,0.1371109468572936,0.4407653542374238,0.4486258635448441,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6072826919741303,0.1315345247236577,0.0980336782843198,0.7796819735509926,0.7960194054661696,1.0,-0.0899198390801099,0.1737654331682107,0.1331258183281783,0.3838162560612586,0.3851892263361586,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4807324019701687,0.1527122293393054,0.1209681111100232,0.7340585443719463,0.7672571374685976,0.0,-0.0299751331446411,0.1858530289305463,0.1370036797070432,0.466464792302094,0.5276906702069217,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5700962295603524,0.1377744386328028,0.1078403640374094,0.766963005015656,0.7729525735788783,2.0,-0.0328955068741367,0.1733318497778248,0.1373402669034322,0.4163615083092585,0.4137279014905819,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.62532257545057,0.1290050333830937,0.1026435971785277,0.8037513278592806,0.8163532386560836,2.0,0.0299052734535191,0.1872477767134708,0.1368065146683385,0.463610221984576,0.5166731915876978,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6095941681442094,0.1242597680895379,0.0987157859757028,0.7877877444350807,0.8084575242404829,0.0,0.1426761132249492,0.2475203814882111,0.1911794936475182,0.7369299639230622,0.7381705535684271,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.636893218461889,0.1264959601614034,0.098615162106279,0.805168474458191,0.8069962371230582,4.0,0.3519593769656035,0.1484822185571466,0.1205253410573555,0.6061137956042651,0.5799423855542553,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6358885609554492,0.1268710186426051,0.0982458240743613,0.8003815440058906,0.8060090311273501,3.0,0.4279698219242657,0.1431375260805439,0.1046652423757706,0.6710749457419103,0.7249668798593717,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4982029213960439,0.1474450530245723,0.1131807858271774,0.7669720566989106,0.7835723378286222,1.0,-0.7772228304655817,0.2427289083245981,0.2094676864017665,0.203066429965017,0.2301680997904479,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4545477229403231,0.154638221651987,0.1191882077096509,0.6811223038359124,0.7163290237198413,1.0,-0.7528495372984738,0.216552081036875,0.1797978258733155,0.3170940416442849,0.3947802197802197,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4656393976209191,0.1543878014623285,0.1166771954012397,0.6895182943989788,0.7293044316840512,0.0,0.2445056300609441,0.1448905516991284,0.1209861400539053,0.5099850229185612,0.5167582417582417,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2906116339746469,0.1698755157410568,0.1344365696502723,0.5473279361457675,0.5479320990290557,4.0,0.2380717493156016,0.1603366000325528,0.1369277593634752,0.6566482820314834,0.7002699000966807,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5202116890885244,0.1455670441921417,0.1153657431954905,0.7253443056112605,0.7460905778751002,3.0,0.2792314692937426,0.1557211312213383,0.1092466491696894,0.6498019593376422,0.6891752577319588,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4614917045047155,0.1460253458860658,0.1131275931839414,0.6830280235511915,0.7210234667121568,2.0,0.0727271002150744,0.2671073888205425,0.1910003137854409,0.7001499261182054,0.763095238095238,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5169790318717682,0.1442245456036496,0.1123548285722978,0.7245069895899137,0.734533870665669,0.0,0.4737172845825844,0.1357262781264733,0.1084242930749792,0.7375158635137888,0.7199928156552707,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5102450518337797,0.1460924261967879,0.1134423885316791,0.7325436769142972,0.7365169175405587,1.0,0.5112250983673778,0.1305525261448794,0.1018519112435178,0.7295612006228087,0.7615500801718944,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4912160212616212,0.144760306271727,0.1158740293459693,0.707202213054682,0.6941945230394875,2.0,0.416921326836329,0.1439556462707818,0.1209523926311834,0.7371707621589022,0.7919112584632686,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5762159913727116,0.1285002815549997,0.1017618006717939,0.7737628608542488,0.795731375165722,4.0,0.1040766852441431,0.2869134828647406,0.2499345131055296,0.3406022851975114,0.4798374135476706,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5353803985149181,0.1433157858009299,0.115179834807526,0.7651814211230088,0.788688300308741,3.0,0.2764852972044472,0.1609784408620394,0.1224451084913133,0.537468412634438,0.5358924457792629,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4339844085269936,0.1578360793031629,0.1180928896779571,0.6803745524687526,0.6942296933421878,1.0,-0.6548240574068558,0.2355299039735763,0.1865544484912426,0.5119387219064583,0.4848229719040225,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4845160895774465,0.1415531052445405,0.1105399016427553,0.7076007999070922,0.731673182904986,4.0,0.3693990143154712,0.2435333203943256,0.1779348202197201,0.7746361751434059,0.869047619047619,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5138796628316729,0.1465943258086324,0.1133772679567701,0.7175994717185974,0.741114155252586,3.0,0.0639880108597067,0.1830984812810393,0.1429379874219306,0.4269321945864133,0.4552631578947368,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3916152236276161,0.1582967318926815,0.1245118952792344,0.6301400367292409,0.6322602529653757,0.0,0.1485918004689506,0.1739538476776058,0.1446380691074683,0.5350657254293278,0.5673643715428417,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4502247531760732,0.1551622646433498,0.1195170344958488,0.6863477483319025,0.7084920846059397,2.0,-0.0819352331607181,0.1490266889284279,0.1197878094150318,0.4146819712490231,0.4206959706959706,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5826349845328473,0.1275233809000499,0.0965405321998991,0.7819717316328902,0.7969275266780097,0.0,-0.427600402029346,0.3621753337500693,0.3014943848556701,-0.1857434222410374,-0.1509406271286811,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5961814176350029,0.1331941131034227,0.1067283066646126,0.7890935377145185,0.80298466146899,3.0,-0.1726146327009681,0.1837257440331525,0.1561523311656849,0.6902661815097748,0.750131276354515,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6069766783980628,0.1317322725356543,0.1038063984162864,0.7958724013030225,0.7955884488549528,1.0,0.2908209330604767,0.1436243683232388,0.1147711884673242,0.5401706366105568,0.5038151299370535,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6034730931534018,0.1310697505311115,0.1020224812387425,0.7818242251953589,0.7919625115391211,2.0,0.1989592379992505,0.1629588191564737,0.1156178465087495,0.5031407039255623,0.5174288902115955,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5324139727215287,0.1411010928778454,0.1100436429071175,0.7404896309368552,0.7288143143578395,4.0,0.2950361932770651,0.1543665581942597,0.1317164429949222,0.752009349428326,0.8124610010452902,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1712275972233095,0.1878526196070387,0.1562318877937855,0.4665879578019367,0.4297365296696397,0.0,-0.0431771695755021,0.1877797894064273,0.1559641839108201,0.0783306247188443,0.0617239914452289,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2006773468464241,0.1780666726306361,0.1443747878777296,0.4503652926585254,0.4611433178062518,1.0,-0.3030926425034876,0.2871835069161554,0.2237547237859083,0.1406924514865855,0.1781593406593406,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2096806325996689,0.1865859832737164,0.1534074208125629,0.4631389850296057,0.461567652861046,2.0,-0.4965006910292129,0.2108311253347084,0.1840491668365975,0.5421348385591225,0.5168956043956043,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1118100452156155,0.1869176278581459,0.1523676624401541,0.3600014927715213,0.3777054431695992,3.0,0.101423137271164,0.2559227257454919,0.2102713176734126,0.3435492712051223,0.3627780792186652,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1364936927155861,0.1950707855676355,0.1578118430612673,0.3700309773471142,0.2480552215938437,4.0,-0.2733012228777705,0.2081320254496887,0.1791118084339153,0.1948657149228693,0.1953540383154696,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3213468212488767,0.1690086745405677,0.1391220516390483,0.5908602316843581,0.5743413702846978,0.0,-0.0570291881441673,0.1948444215195789,0.1485665396561309,-0.0187244255518178,0.0410376329598098,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2137310183998113,0.1766066913995499,0.1385523318197451,0.4907595396546156,0.4903433364626101,1.0,-0.3770426735404577,0.2952198448583769,0.2340988148582263,-0.5978140497528717,-0.5785485343455693,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0583415845863836,0.1783252464688141,0.1377964110806361,0.3085845637451519,0.3010154347351328,2.0,-0.877790034697405,0.2474174517203969,0.2063805023093344,-0.3297783038182016,-0.2307042007025248,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2452461320061177,0.1839060093065771,0.1447916433745354,0.5432949825259035,0.5415572414511531,3.0,-0.1433174604337919,0.1863821087529015,0.154241614562447,0.1310537397100992,0.1522496143014656,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0486385091359696,0.179241644997888,0.1407794630112542,0.2872933174571084,0.2420039761290265,4.0,-1.1741512812875032,0.2662267524458606,0.224028824257243,-0.3297783038182016,-0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.238569007833449,0.1842126082839886,0.1471766210437667,0.5172335289936548,0.5166000024762624,0.0,-0.1259922327190141,0.1752459653664988,0.149717877071244,0.5086032365163338,0.4656593406593406,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2301365705603124,0.1727648006728149,0.1430254315223082,0.4826792008381567,0.4780497094171415,4.0,-0.1155197639748779,0.2383393056571342,0.1903480594634665,-0.0291233873276961,-0.0281322715599869,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2109447237035298,0.1769193344812356,0.1433153191984501,0.4630059521952564,0.475382616913972,3.0,-0.2505255080798756,0.2813313470254807,0.2205464311481112,0.1272189831810662,0.1412087912087912,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1987260333612427,0.1780175857365351,0.1387263896451964,0.4767278283526073,0.4777924672101604,2.0,-0.245031697633566,0.2982831410851937,0.2323320483515323,0.5450627246440299,0.5713369963369962,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2153342438397811,0.1762683724905746,0.1402861112911966,0.4654318696858188,0.476997208702136,1.0,-0.2634493471400074,0.311789177088039,0.2349148428951837,0.3463220134408146,0.3413919413919413,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4190737441342765,0.1743412901632362,0.1416232130453115,0.6503976922509327,0.5733402131386798,3.0,0.1012805393145195,0.1890919667959658,0.1612208225764745,0.5007176526566673,0.5217811059040538,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2581567886301106,0.1799785518053299,0.142206456421452,0.5163243611370085,0.5271078252313067,2.0,-0.3730737142595028,0.160020185176082,0.1486188358008222,0.4127022296869667,0.4381405567119955,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1796657245168114,0.1901318634828666,0.1453557360442861,0.4823703869778808,0.3577678196572328,0.0,-0.1583569227764609,0.1985155502093164,0.1706506250977341,0.5415347028558247,0.4960937679853256,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2537606496485757,0.1720523686942511,0.1375469451222471,0.5096450989107579,0.5333418717307091,1.0,0.0600111735264174,0.2439120149000624,0.1940278556947031,0.5978140497528717,0.5785485343455693,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0759706806726847,0.1766481171429029,0.144180559526074,0.3010596849248168,0.2987393755347053,4.0,-1.4891007297150418,0.2848577572389685,0.2408346112741969,0.3297783038182016,0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1661373640732517,0.1813406638445682,0.1482421593649896,0.4090362579756456,0.4201837386607823,3.0,0.1743313699263412,0.2637060669943005,0.2062164942249849,0.663513254455937,0.6866300366300365,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1721880595192815,0.1903966758622356,0.1514322310552238,0.4306588288431909,0.4383038566409227,4.0,-0.8880213432457433,0.1968642561805862,0.1717382320203941,-0.2868617988322095,-0.3132783882783882,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2977200030194805,0.191687989372218,0.1502940885895887,0.5529490055414692,0.4851024983984626,2.0,-0.023284880566178,0.2017712501197118,0.1665005082091674,0.2623120330765402,0.2780321145641083,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2145309882200615,0.1862527784063263,0.1497970228775825,0.4693043659785313,0.4857192049175582,1.0,-0.0194237359179028,0.1851940426992197,0.1449443075362545,0.0621626620904628,0.0905181768855127,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1561030436780212,0.2101282593894724,0.1681191965634705,0.4334382138411371,0.3836931454196028,0.0,-0.0472764872230992,0.2041228778693346,0.1695011479266093,0.175675725502044,0.1902276582993681,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2644833435136935,0.1740520071019587,0.1446091742378867,0.5530658402166835,0.5427263049457399,0.0,-0.0041111488166305,0.1889104661723788,0.1526932537815839,0.0396992545423529,0.1203972971915836,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1819194238809781,0.178537659631335,0.1455584047225034,0.462543998116199,0.4724998475596117,4.0,0.0256344965229692,0.2992102645239923,0.2479540545092243,0.8029545359545911,0.820456254846787,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2282905762288282,0.1838317071942534,0.1472425777966695,0.4898510659521276,0.5357701796176315,1.0,-0.5955293307114262,0.1809738462773187,0.1616804744874984,-0.3217886573463498,-0.3400241386066066,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2628895080132608,0.1817437744593138,0.1475416861731714,0.5510325960318155,0.5511743597157649,2.0,-0.6798448835510087,0.2259203715292683,0.1866889066014104,0.1310537397100991,0.1522496143014656,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2166774155734375,0.1852097487562242,0.1468534749143335,0.4964562367879087,0.5357701796176315,3.0,-0.6592393389310776,0.1845516525707317,0.1648181468075067,-0.3217886573463498,-0.3400241386066066,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2871677406634597,0.1895494190031772,0.1462395430841122,0.5590408282981958,0.508457312886244,4.0,-0.6502176713328209,0.2526849151124694,0.2037209870437862,0.0396198417262645,0.0376070384294068,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2453976888403314,0.1825332929301091,0.1452962445821921,0.4963022750526276,0.3514571460813632,3.0,-0.236628213744547,0.1896573827415767,0.1618231538311641,0.097586981858231,0.0664763753421024,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.0019536443845604,0.2065491584050138,0.1680365923218554,0.3241118415936945,0.2963005571131757,0.0,-0.6463947818620195,0.2359048128292394,0.1946891320175894,0.0490936139352294,0.0338916883953944,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2049989220580138,0.1887457170351947,0.1531345726803419,0.4604665081389902,0.4575092653480112,1.0,-0.4677053747301263,0.2111739023276686,0.1678675820705566,0.1612890306544477,0.1659798534798534,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2169689026784447,0.1762426798688002,0.1428773295919228,0.4663028351010519,0.4870315049346405,2.0,-0.5462625052000452,0.3128336491565997,0.2474971023432074,-0.1138063283339136,-0.1118589743589743,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.27229106274698,0.1775599426294593,0.1448402061563763,0.5357332777266977,0.5302233013042276,2.0,-0.1904266518530786,0.1986560892108223,0.1603905194281133,-0.3109077485947291,-0.1284462865225478,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2492077322469332,0.1821818722406073,0.141573037115957,0.5592151069732922,0.569486475275396,4.0,-0.2519052997342419,0.2117530991506404,0.1546964158086483,0.1950843186463763,0.2499868587159263,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2685894652724561,0.1683949348040052,0.1361411469864628,0.5864408924245862,0.6044428128020618,3.0,0.0549216871482196,0.2193769195265269,0.1629926678318421,0.5063952370059862,0.4210085874571421,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2014120693473682,0.1778252450472455,0.1439688827006988,0.5003561343730447,0.5244421291150952,0.0,-0.4488966810568768,0.3338880124471996,0.2695114327565997,-0.7112459937067968,-0.691889913881105,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3162873925980948,0.173852948007639,0.1398527515115331,0.569816524516223,0.569486475275396,1.0,-0.106215970879669,0.1990508325481917,0.1526745479968809,0.0097738208231087,-0.1063480006692062,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4601068104851309,0.1529396409357861,0.118766950226911,0.6833531592080306,0.7177183612188363,2.0,-0.1297514894194349,0.19352720398731,0.1500062939620317,0.22878741026948,0.2272381985892566,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3220750489504123,0.1735276564503236,0.1367137927583727,0.5914712414223104,0.6246392847889694,1.0,0.0126775259141039,0.1889031105941078,0.1374905105625983,0.4176604087841735,0.5321215409658167,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1923438912511519,0.1854440298286509,0.1478191116456829,0.4764376981799342,0.5170647940346823,0.0,0.0075611078577354,0.1831562311733715,0.1531240730241345,0.5472340863250562,0.5511275744880321,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4413493503281022,0.1575244770047082,0.1243665692923642,0.672458401969972,0.7110792557988865,3.0,0.1922261710011344,0.170865541443387,0.1233222212701835,0.5041404682627838,0.566820401519262,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3064932146090509,0.1718402803100419,0.1350914764696169,0.5605342639372066,0.5921860553013301,4.0,0.1780315440530366,0.166685332777595,0.1386662986000546,0.5676176984722534,0.5542407640699616,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5075247668886759,0.144807752253707,0.1137837480113432,0.7217952444804039,0.7164796688038998,4.0,-0.0195702138832798,0.1856429155487819,0.1649256567665161,0.7705006031684429,0.8178835076375314,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2574643807262704,0.1817825679318725,0.1580748477667501,0.7686747511323384,0.794657203055096,3.0,0.1050980343754343,0.1639733653887971,0.1337783058071101,0.6256269333008035,0.6065243072752283,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5655299000415002,0.1312808952984689,0.1000561615729237,0.7635708075920058,0.7841017356490054,2.0,-0.4129334913754794,0.2990423576095067,0.2418285193506985,0.4488057822190087,0.5073609300747302,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5324806722732296,0.1359791040598901,0.1105628559981764,0.7678102618328975,0.7929873095036474,1.0,0.0763881700941941,0.2569113238464361,0.2043065619928462,0.6019625529955321,0.573306536787215,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4166199951478954,0.1540510019255965,0.1211948730554361,0.657370776186216,0.6707641499942636,0.0,0.2430626705153791,0.1598106042489497,0.1396254504049482,0.7750503964541151,0.8105506398964866,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5170358275529794,0.1466057641043553,0.109747560241363,0.7303822518224117,0.748986215217948,4.0,0.1271724579743465,0.1619383836625867,0.1306006774665974,0.4590266448776859,0.4446808852665887,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4037856713512814,0.1607190461432997,0.1251306525231917,0.6614010843219216,0.6909295823169352,3.0,-0.0123127036397512,0.1831925906273598,0.1491921101624561,0.3879205815548879,0.3026044492674986,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3144665263706095,0.1731190777355709,0.1411852376423655,0.646325308072299,0.6763201917177283,2.0,-0.3428655265501883,0.1845716903461521,0.1606366697308335,0.5849092828225553,0.6918956043956043,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5172694210571354,0.1383802108800299,0.1083800789421422,0.7197407359081056,0.7487245529658744,1.0,-0.280390248799879,0.2846708690609297,0.2287574510866374,0.3864677539652157,0.3708791208791208,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0712034119275488,0.204431972030103,0.1611638883596165,0.503424408483173,0.5258990911653324,0.0,0.1238260525559662,0.2521869032311899,0.1937585345962589,0.449307650716628,0.4624932175800325,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4013950975322014,0.1615133481093197,0.1325250820047688,0.7569216919364493,0.7528411076031055,4.0,0.2228466656106676,0.1646206031428111,0.1361032872633866,0.7499823232951655,0.799405755207262,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5690828305469627,0.1379542648585472,0.1092250603869545,0.7753967956257217,0.7990397621040357,0.0,0.3600116310873025,0.1467356641825743,0.1111991353928908,0.6026951235315332,0.6710059132556361,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5744983855969015,0.1357740421944239,0.1072372213423528,0.770288759948869,0.7910274643279366,3.0,0.1091105837193868,0.1718551141555416,0.1304380009034617,0.4418126666276526,0.4709704450811526,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5329895701783425,0.1422425179895993,0.1136992230325595,0.7721591538982892,0.7923705739433914,2.0,-0.0358829382872223,0.1853130059785845,0.1403449696095113,0.2791360937475248,0.3047439802064609,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5070219946514344,0.1470118147718802,0.1178921206040186,0.7769321670382536,0.8001993569282391,1.0,-0.2411651404905503,0.1822236859596312,0.161057251991223,0.6087842007289277,0.6407760965959969,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2512790398464937,0.1811750803868641,0.1401027571992909,0.5509166966344646,0.5902333808408838,4.0,-0.237904291274646,0.1819841550793431,0.1529925246452008,0.3144352424824362,0.2430860805860805,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5042613080134001,0.1485319889710628,0.1117045228576551,0.7221073938280912,0.7512863554095287,3.0,0.1490995773597999,0.1598913424609614,0.1236764522666881,0.5532772023189003,0.5578725751419651,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4603945475564963,0.1456919301529259,0.1138709367181382,0.6808505816838015,0.7164299965739568,1.0,0.2008438654682269,0.2413498623620715,0.1837192964575534,0.510518329754398,0.5564975583288116,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2848527454351504,0.1765371142679863,0.1352748552992058,0.5603548723233576,0.5901536011633394,2.0,0.2852907036454611,0.1578685233481394,0.1268682219927741,0.6019081284899481,0.6217113936659537,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3915177835732231,0.175126847466727,0.1346996681540259,0.6291847821487657,0.6236016536964979,0.0,0.4372205341528965,0.1475631171446313,0.1165076486852782,0.6732690879566956,0.705884735382978,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6028959900964769,0.1333967912264421,0.1040183478503795,0.7824202252370385,0.8120506834216747,3.0,-0.0639202367609299,0.1797940593526212,0.1484370528209347,0.4544658575860085,0.4414615037591028,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.568884423240908,0.1378080414535847,0.1018541096048301,0.7773296381909751,0.8068895334949342,0.0,-0.1832210319752927,0.1874688893169574,0.1608364945021753,0.5287555291890922,0.537886172397526,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5479032576239933,0.1403634305939869,0.111003009715053,0.7465073019590335,0.7371606215944032,4.0,0.3324310412673196,0.1525734259955004,0.1292276861630178,0.7638176667449561,0.81198998607521,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.343512748103239,0.1634187581623404,0.130153021776137,0.6348118062520581,0.6305680952490665,2.0,0.0987442235556169,0.1743812001927339,0.1547731305431869,0.7479995456309543,0.7975018767654788,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4849312568912467,0.1385364365745361,0.1103895238212031,0.7090038153124444,0.7199874739367954,1.0,0.3160520018823194,0.1841788130164631,0.1495525160556401,0.6134779485994819,0.7142344686119975,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3941702446520378,0.1628803967385613,0.1252971342412312,0.6353176500395814,0.6740468797719639,0.0,-0.8484748232651775,0.1947915845364396,0.1561803573321228,0.2980181696532027,0.3191391941391941,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4231605018440597,0.1589355370363735,0.1212308158063607,0.663443978082385,0.6911932763976438,1.0,0.0995028020064628,0.1359579486942309,0.1078011353220268,0.4964059390096811,0.4561355311355311,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5154562050514764,0.1592231717779108,0.1202751311320201,0.7182528771641368,0.7250928891736068,3.0,0.3612586078924237,0.159412927138726,0.1313538959740363,0.6205379379204956,0.6316603208772992,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4726513680778355,0.1524433161992992,0.1138766018772583,0.7008858699300438,0.7110269575822811,4.0,0.2724514632324647,0.1573273828923822,0.1226183209606424,0.5890904747779848,0.5435926881513007,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4668257884860856,0.1545709280474976,0.1195991235884071,0.692344481413146,0.7326006869959836,2.0,-0.0693908540406207,0.1802557120735517,0.1529740171646352,0.291470557238824,0.248580586080586,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5945756283099708,0.1332442402058239,0.1036468483613943,0.7853624183737522,0.8018668689961256,3.0,-1.6346749177588389,0.232555673411031,0.1939878945917367,0.2769208016932233,0.2443866601697967,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4852539036338932,0.1501378005752758,0.1133179148010947,0.780330531003049,0.7949841983739304,4.0,-0.0238513673366602,0.1449712480771761,0.1225061030205529,0.5965947928976809,0.5730987250013563,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.605156410074098,0.1315682242116563,0.1002659653083543,0.7794993548547433,0.8002720807343457,2.0,0.1641346524464328,0.1495402846427296,0.1256595216306832,0.5031628830401236,0.5515093894704833,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6118155161171502,0.1320374995753141,0.1035909064724954,0.7982304489442619,0.8177363995560416,0.0,-0.0475131780910365,0.1874286690446956,0.1367042492918315,0.4485414005186282,0.5041099303713255,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1588294133969604,0.1849825647138037,0.1425702734166881,0.6406848600862453,0.6450695963396617,1.0,0.336640657976032,0.1496063600457934,0.1152273088861414,0.671106538531324,0.6975640948990081,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.061105455644944,0.2034649133730978,0.1575256063867819,0.2840570941229818,0.1569645484572415,4.0,-0.0774831405718952,0.1897776985356724,0.1642217076291109,0.207858274746854,0.1981526469985411,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0974911381961671,0.1994834440246557,0.1575874154723479,0.342840973471886,0.246547077027244,0.0,0.0361842668469339,0.1794886286911952,0.1499585077935828,0.2477612913689639,0.2340136197951203,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1260627612768774,0.1845320980333214,0.1496720263231382,0.3650563728503266,0.3873215715460957,1.0,0.0703931380953821,0.2922571861639248,0.2421865795973031,0.3229535807071698,0.3228479853479853,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1392942754119625,0.1949442225836168,0.1555048326220882,0.378271012933508,0.2199366099679252,2.0,-0.348774731054607,0.1980705411620791,0.1664690990539142,0.0421307603987598,0.044615981256204,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1273250054625007,0.1857798707782054,0.1502739277884799,0.3804373529828257,0.3965748821711868,3.0,-0.4458338978679821,0.3214383609733241,0.248955653335436,0.0136756923782762,0.0224816849816849,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3016720905208663,0.1768980096429938,0.1426154916998129,0.5541449099907133,0.5535632958963662,3.0,-0.2290252694806047,0.193241860109922,0.1588705168636393,0.1310537397100991,0.1522496143014656,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2434091029614813,0.1740577372068872,0.1376965844724837,0.4946199187461428,0.505359353488446,0.0,-0.0093221887691432,0.2480320399300528,0.1949099521238676,0.6207594065262192,0.560744003528542,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2599499945539349,0.1807876523107813,0.147708275948821,0.5494775344946253,0.5616852447186373,2.0,-0.0630526326736424,0.1891154564336112,0.149023401408664,-0.3028590458918153,-0.2117752394278566,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1966081989966558,0.1866917255982902,0.1508040250387826,0.4863260865354191,0.4816132395815857,4.0,-1.4425945669018176,0.166607478897456,0.1541006901101768,0.2593296855824219,0.2503660324068545,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0898014688452629,0.1897319436124644,0.1471209443178075,0.4870766859603329,0.4939840613059502,1.0,-0.4416980521431999,0.320978290302351,0.2497794717419804,0.64805352235128,0.6648233157830666,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1655914070840436,0.1918096726030493,0.1536344501191749,0.4194351550489769,0.2701238937669,0.0,-0.0454433806624163,0.1869348149626001,0.1559026871635774,0.1535574974354688,0.1452498502987996,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1955596324242001,0.1876897027175562,0.1477672205501335,0.486808261176835,0.4858988212991573,4.0,-0.5527765673779275,0.1785327541877887,0.1558015430596132,-0.3286542909686705,-0.321565934065934,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1035291576353274,0.1868959460672618,0.1478042887371968,0.3858046352082113,0.4059609479682268,1.0,0.083791256285703,0.290143438948271,0.2382211973253114,0.3358922628809318,0.3718406593406593,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0033368396075534,0.2101432605582309,0.1702121558956421,0.3210909281738529,0.2175673489826118,2.0,-0.2359346800917852,0.2035484976858674,0.166950057077494,0.1228834060701115,0.1179104532270822,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2831524594169221,0.1784396209817071,0.1426911446305716,0.5349050901008621,0.5265457449524388,3.0,-0.149497909414338,0.2038279285159154,0.1563651585676464,0.2184579567284949,0.282799782962561,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.272705841655245,0.1789916422814648,0.145629698249237,0.5451068055703274,0.5453959828174612,2.0,-1.423057857548947,0.2682737365137652,0.2372022606254391,0.5395923639956727,0.5413319619607666,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1958864037444034,0.1881268526548269,0.1395771697047224,0.502227590640216,0.4123274751621856,1.0,0.1275246598686548,0.1710199292554594,0.1366908450935006,0.4209054523598043,0.3890232410669264,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2533507025850379,0.1809242568664748,0.1468628293980537,0.5283519940497994,0.5345224439246612,0.0,-0.86656398734189,0.2234660146164775,0.1979792347260378,-0.4288917738665929,-0.4736654667156709,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.273118815141627,0.1759265268140225,0.1466200029110728,0.5673632174193488,0.5492278404249257,3.0,-0.6760571827490733,0.2380204251367446,0.2137856287770548,0.2216817078402755,0.2185119632982165,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0404703157523134,0.1800094663142288,0.1490680460499553,0.2633709525055505,0.2317975680395477,4.0,-0.4515136942961233,0.2175291101886755,0.1865213936828118,0.3297783038182016,0.2307042007025248,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1254864475610958,0.1963651402877033,0.1545938137623609,0.3604117033119348,0.2888687667915225,0.0,0.0125382222190673,0.1816770548323513,0.1494157970362019,0.2596684186869146,0.2078244497225002,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1301634690940696,0.1952797851391883,0.1545530146964326,0.4041576824450938,0.393325991674256,1.0,-1.7225503276089866,0.2698845359629812,0.233995223624866,-0.1936968593380999,-0.1732142857142857,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1162393758492414,0.1948595639828745,0.155238661958015,0.3915159924406139,0.392940154642147,2.0,-0.1343543136264318,0.1980162099804013,0.162735518639847,-0.0055419612875254,0.0199821287317258,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.172611032404043,0.1898860883751884,0.1516609571008128,0.444651405082493,0.4515845108016749,3.0,-0.3336499930217833,0.2156511431781062,0.179894165822958,0.0575185553904357,0.0586228869422553,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0852910278917972,0.1887875134653524,0.1517750876226606,0.3511511625630392,0.3631325474410581,4.0,-0.1239316995381882,0.3213553232222595,0.2674295910706853,-0.0782050495865585,-0.013507326007326,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2911012419167799,0.1779443688461665,0.1413497658144205,0.5490044419218336,0.5739412067027602,3.0,-0.2312734367086624,0.2017112813881171,0.1474267801538796,0.0613468823847637,0.1478889359731252,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2476341040427203,0.1820506583089241,0.1447498087252462,0.5202050958885042,0.518385834289819,4.0,-0.1263806227962913,0.1829105903033477,0.1618411166995872,0.5395923639956727,0.5413319619607666,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2124268163958691,0.1789922459537204,0.1442995225681338,0.4673034913921345,0.4991728145903414,2.0,-0.0907467661901837,0.1918393078370929,0.1593481060230706,-0.0829551814905332,0.0291988060811602,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2837758086499181,0.179125471959378,0.1444635561705114,0.5422210543571384,0.5467792034998307,0.0,-0.0022613156499,0.1693955018586667,0.1412953186906496,0.2771324414778,0.2605160066936189,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4241982740459102,0.1703590721243461,0.136395749234154,0.6549147750281552,0.5589459890781084,1.0,0.1109455948220186,0.1854696568190532,0.1504472393108999,0.4426826986824861,0.4578832622771174,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2000922663573833,0.1865575458302939,0.1480297208310136,0.4551029694986306,0.4480891575673231,3.0,-0.2490257023647275,0.1945574967797597,0.1387484238555896,-0.2069985383527036,-0.2233622505035707,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1658094061347751,0.1926753837598004,0.1470686213757969,0.4153410231142635,0.3244082005564259,2.0,-0.0540254162917483,0.1779553794479367,0.1462462527219388,0.2931597011464814,0.2238012852199703,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1344626943253458,0.1966233254245689,0.1570540785043701,0.4330367335441406,0.4478914031760111,4.0,-0.5196701189709649,0.2240926411611033,0.1737289480206949,-0.0132195665660079,-0.0073876121589452,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0738282923286935,0.1857706795996253,0.1505258802556858,0.3702725934085686,0.3719615284418126,1.0,-0.3624316860152963,0.2599474108442225,0.2102387518752332,-0.0713756409157347,-0.048634386077989,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2171668058505877,0.1857096002345859,0.1452554455344685,0.4725658469188212,0.3179931336507537,0.0,-0.2844530146407116,0.1886362783748822,0.1568011335290018,-0.0361147652267937,-0.0378412484075409,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2329037884192524,0.1728847617818496,0.1355194007457899,0.4867634006918654,0.5047151672611767,4.0,-0.6091932288876494,0.384520622265286,0.3448714087089208,-0.8029545359545911,-0.820456254846787,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3402525586515089,0.1695614581440077,0.1401108748262019,0.5973864237955823,0.5833841780936064,3.0,-0.0308914871287431,0.1895995524532342,0.1606146313840776,0.2526774542404066,0.2812465311133518,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3222206368975677,0.1718914359793484,0.1382536061564484,0.5857990282443666,0.4896644771657681,2.0,-0.9990281490516956,0.2661318512597695,0.1940625987899153,-0.0929472702340991,-0.1199699975471192,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.0646903889375902,0.1777230818049604,0.1367343712391445,0.2843369963892306,0.248318813678471,1.0,-0.6878636193287668,0.2345716327402169,0.1970197917185221,-0.3297783038182016,-0.2307042007025248,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3202068720731601,0.1709002852325236,0.1380253855654942,0.5755225753098732,0.5636803311883238,0.0,-0.0997069947725972,0.1949686902216974,0.1576889006463892,-0.2011753805011893,-0.1707970461644379,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1192011858765372,0.200032443736676,0.1529945269684637,0.5062747115913206,0.4974685126782726,1.0,-0.182653804355638,0.2035231340875511,0.1606570357963321,0.4536431556867012,0.4564169698730604,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.022502286483387,0.2110913460546799,0.16951868991409,0.3856524854620873,0.4167510575327722,2.0,-0.5636689112065125,0.2335087892447895,0.1972435208221622,0.316086889150068,0.2995502885770368,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1288627565606617,0.1948415500958594,0.1526726605420725,0.4543593073836799,0.4864337122870253,3.0,-0.3360271388250382,0.2158432497958809,0.1806964267588426,0.4232343891499397,0.4244444525825447,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.1519698712228876,0.2214726873680158,0.1741238133833418,0.3309650043525399,0.363993464757093,4.0,-0.8342174344999949,0.2489976334058938,0.2062968895717521,0.405536085300651,0.4073913075323001,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1538849758261409,0.1930600465198963,0.1485368794834903,0.502832040623761,0.542690314512823,0.0,-0.5520893495967587,0.2147111635300609,0.1754503718516364,0.0900849082605892,0.1151556776556776,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4165421406637708,0.1519976214334276,0.1151711122118487,0.7388288356024127,0.7431903318304117,2.0,-0.1891450895026329,0.3024820039025838,0.2369132021423378,0.752602085038692,0.7906545745969559,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5931813207419623,0.1340413134547322,0.1052741220727591,0.7726910241066465,0.7929303426436434,4.0,0.0755907063136611,0.1763525700187606,0.13292588991963,0.7221671091017139,0.7645899968961798,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5675469265587267,0.1385949436748697,0.1052485398270329,0.7789092386629544,0.8002455559852384,3.0,-0.0726099085847649,0.1968931015423467,0.157417044715162,0.579248447835963,0.6361552713120932,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5086006761485795,0.1471968097162144,0.1084651768245888,0.7753742243645682,0.8015232293031183,1.0,0.1522166777771156,0.1683380795204278,0.1342935845339188,0.5321879407771274,0.5571833613732257,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4573511920544886,0.1421971334105482,0.1156569425959006,0.69921705625611,0.704024745811622,0.0,0.0135231231214918,0.2211931040765578,0.1972120334385681,0.5720077015401743,0.6662020548758478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0065766449957891,0.1980410506285187,0.1603279715425969,0.5396582099290489,0.5616496102638321,3.0,-0.2639724504993428,0.3407880380833418,0.2822881593587491,0.0628467836293853,-0.0187271062271062,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.7435662274741974,0.2771907285700898,0.2193870765668539,0.3490374972942431,0.3421799790797702,0.0,-1.449485229073305,0.2886760439060881,0.2322048146600625,0.2771845850151861,0.2478499290677533,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-6.461053255689939,0.5661799328018025,0.4557854371028803,0.1736226016067785,0.173020182273594,4.0,-9.568474550314724,0.6044112417488616,0.480171769184164,0.1067655492702757,0.0899946532680983,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-1.3425058746210117,0.3216463121695877,0.2539732216915057,0.3085892545281193,0.3208697831532947,1.0,-1.7020170197748987,0.3015044189624233,0.2356589888675854,0.1927676555796871,0.1531334780249593,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1349761400334999,0.1941566762397791,0.1548775697718974,0.4982359420093345,0.5102958636108363,2.0,-0.1423553182735357,0.1995866253747553,0.1633896650621334,0.5247898696205359,0.5689812644654734,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4699315407966202,0.1509108218014696,0.1167914265229167,0.721687827735267,0.7163088587234034,2.0,-0.2364933631259167,0.2067389352603042,0.1821572210397391,0.7118026367709436,0.7613487458138618,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5046618009236093,0.1387595089060608,0.1089886845465237,0.7187605861276796,0.7383558624910334,3.0,0.51049004815652,0.2145664570929556,0.1730541749181506,0.7905452923408539,0.8588630207554574,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0547028915538048,0.2006244133632815,0.1706990577251712,0.6755957836532636,0.6926397162536956,4.0,-1.13440004642178,0.2686010596331041,0.2463572599774356,0.7701081058821214,0.8112207665821927,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3844233353877205,0.1582449397945266,0.1215343752057205,0.6663670267961352,0.6694373388439387,1.0,0.539703244852585,0.1246219631790435,0.1019960119745583,0.7812837697304811,0.7843371657889066,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6029325054114332,0.1322610318593825,0.0960730262751296,0.7952484880183087,0.8080593903573272,0.0,0.1691783270383072,0.1517120291036624,0.1263882643538199,0.5249680423117293,0.5405794522942198,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0052394721938257,0.2093326518537132,0.1658746439033943,0.3681748079050583,0.3926133096345862,0.0,-0.8169843219453679,0.232312113544426,0.1939375422670881,0.1013594729320876,0.1637820512820512,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3200153395195676,0.1729982241327023,0.1331205682317105,0.5748690864232784,0.587980080374626,2.0,0.0096569948520666,0.1822061204950325,0.1415278345283441,0.4782236503234151,0.461570547563941,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2141837577194636,0.2273745353717103,0.1824889545076479,0.321204485991737,0.3345998191357378,3.0,-0.6282802936562006,0.2346034498878193,0.1960748934282221,0.2674821102937971,0.3180031054990772,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.032666565352694,0.2127739838546951,0.1646440724066967,0.3550332053096067,0.3833067937631208,1.0,-0.49643658621414,0.2000871513854746,0.1645087276539601,0.2108747145899341,0.1805860805860805,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.4138066061645606,0.2453548337370323,0.194287598585765,0.2712063828606267,0.2846575536987488,4.0,-1.3019398582238877,0.2789438541317937,0.2274465779233915,0.2945019023229551,0.2914877098409164,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.534659173202082,0.1419880256230526,0.1066790672835122,0.7483977826998522,0.7750846260248317,3.0,-0.2703412715367512,0.2052157857396492,0.1692951592522427,0.262210941610623,0.2644809021728384,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4690238305381049,0.1406594548260234,0.1134341307245675,0.6973177322901385,0.7018945847063618,4.0,0.0577967959423016,0.2161724858724297,0.189390150960924,0.5638620880598348,0.6684954513994552,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5428128814719332,0.1344681355308697,0.1058942574364031,0.7433018679122956,0.7650397231482011,1.0,0.1057425892347925,0.2527957553627235,0.2014769180762133,0.5689906107430216,0.573306536787215,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.282449042210937,0.1772637337758269,0.1501211570967544,0.7250719215106107,0.7591956707497958,2.0,-1.831329216349552,0.2410785694581098,0.2106614509130957,0.3533562328669021,0.2898743510744169,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.440077275102068,0.1593156891542505,0.1256711578004014,0.6850053669634203,0.7065584977474617,0.0,0.3078142276341408,0.1571515943648766,0.1384690361619045,0.7628414298027407,0.7819894865730337,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.2908492738079662,0.2405088236516292,0.1919737753551624,0.4707156698681012,0.4883360824430254,1.0,-0.7227461328421128,0.2287870533969513,0.1883316211884635,0.1651885056019673,0.0779761904761904,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-1.914982355379474,0.3531540603119186,0.2868722041453244,0.1255748075782809,0.1318870741626482,2.0,-2.28578128347792,0.3386011832384733,0.2690559713224163,0.1775030386013208,0.1689689505644438,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.35924771368273,0.1704274640486473,0.1303705287973858,0.6139175087726679,0.6401215934096935,4.0,0.3534255985369349,0.151885638265821,0.1198971868677231,0.6047619104138257,0.6162344421269226,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.3421349443800328,0.2390549314285431,0.1941187540461628,0.296468720848192,0.2958386539171952,3.0,-1.7359835183099943,0.3041070926200376,0.2423266549132552,0.2004213342172097,0.1788441537515015,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4866215183148458,0.1510068759522335,0.1158205305330849,0.6997940744663156,0.730560131170318,0.0,-0.1678713089407948,0.2054504479770066,0.1678591068927439,0.5149166372096587,0.5552360282148671,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5245329099646008,0.1373351840824727,0.1068509835448774,0.7332270407093691,0.7543037247901244,0.0,-0.982504543807582,0.3542247837959895,0.2910003042430365,0.4009863575136918,0.4782672800545163,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4975553424253122,0.1479729737491585,0.1161653642571274,0.7109238852500699,0.7185358227897589,4.0,-0.0717135648063787,0.1933170659353383,0.1705557165155354,0.741854009724872,0.7688099711539098,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5492839379773354,0.1410699591847141,0.111603780649256,0.7645532734414733,0.7511760921678465,2.0,0.1602634262478446,0.1562865887790309,0.1285319635662676,0.5575224748862339,0.5597970270721739,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.445595857791277,0.1536430247039258,0.1201309137678375,0.6897888329597183,0.6848106738777777,3.0,0.4001949153002676,0.142388489303939,0.1211136609242552,0.723758619780671,0.7524900340604217,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6194263193416555,0.1294848965246601,0.0939813127597346,0.7975406230665143,0.8035420915159542,1.0,0.0893139062119668,0.1588365556487268,0.1247882202306576,0.5197515555890866,0.5169250504955383,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",-0.0846525644504276,0.2188408267482029,0.1727511650016263,0.2329808230219267,0.167705263477706,0.0,-0.9700534339104272,0.2393807264101045,0.2010728742062485,-0.0872427989592713,-0.0491351490380944,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1681097942310409,0.1916775446875079,0.1519560640588468,0.4328960585659369,0.4365737939015165,1.0,-0.322757258931037,0.2109549489697675,0.1662153012232691,-0.1823625918688024,-0.2389310906131307,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0831968607806195,0.2009628351152224,0.1578328514919124,0.3768154425686961,0.4040974230363928,2.0,-1.0137875099024112,0.2445699458831594,0.2161539605290702,-0.1187562438194234,-0.1291208791208791,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0808409160386742,0.2014551457150225,0.1551892305066507,0.3312496393681954,0.2233428747520605,4.0,-0.2657468159602587,0.1918773003483433,0.159879564279476,0.0937976920904468,0.0919768194221734,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0548176957767568,0.1920306869224605,0.1538259074223673,0.3470401788250808,0.3722548552219953,3.0,-0.059706432345298,0.2773448757213134,0.2065277728282574,0.3758524756722949,0.4013836136733587,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2912343563067495,0.1774308859742837,0.1402955904523553,0.5554498183721901,0.5674692280449773,1.0,-0.1642641982305313,0.2051329234254441,0.1529669528719058,0.1956681587166162,0.3443649545479059,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2236805192570323,0.1739210061059898,0.1404840750545584,0.4859652673510303,0.5010078253955322,0.0,-0.4122235452391836,0.3602195357705696,0.3124628620525506,-0.8029545359545911,-0.820456254846787,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2702933854914666,0.1778034907997077,0.1429477969537142,0.5233235366902603,0.5293774363496428,2.0,-0.4382808962924174,0.2183596637518186,0.1780968892365824,-0.199508996218952,-0.1284462865225478,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3025406184422118,0.1644401554355384,0.1344043547426919,0.5604246471972988,0.5806505352533393,4.0,0.0417251908652512,0.2209032325235236,0.1818249153555687,0.5063952370059862,0.4210085874571421,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2420967805184729,0.1855534168233314,0.1450771539248133,0.5118957557064193,0.4346834694517343,3.0,0.0022078372957325,0.1869411927910829,0.1531946377562711,0.4392350788475919,0.4196532297739704,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.1780446934126962,0.2280677650761273,0.1816756260312252,0.2924803809509242,0.2117102287770346,1.0,-0.5622722860231435,0.2131712059013246,0.1665157446720894,0.0038309346497657,0.0170739744965418,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0858841556112532,0.2019515332215668,0.1645493666246177,0.4599574293549658,0.4460896097639312,3.0,-0.7693242941086569,0.2481185659483606,0.2007858591050253,-0.0323137548307071,-0.0393613686507601,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.9860973604453844,0.2950792929746181,0.2313134822780123,0.2445785066037283,0.2657640919958949,4.0,-2.139130553040891,0.2897975645758753,0.2332919074618585,-0.0657663270870743,-0.1031593406593406,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-1.5504165795627012,0.3350407626882178,0.2594084269038892,0.1816502093914944,0.1617162993506396,2.0,-1.6800318432062586,0.2997368363669972,0.2366385313168621,0.056419949128514,0.0435765974277092,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-3.5827213204708235,0.4417345200585941,0.3615157432983564,0.123592469949273,0.1066549293518994,0.0,-7.299364036276531,0.5296539531545115,0.4233527093533739,-0.0628026030558036,-0.0280794978466586,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2934717873504793,0.1779088732062267,0.1422743988788199,0.5503518745000282,0.5719736215712523,3.0,-0.0979635169325652,0.1772986156292275,0.1385037800712947,0.2771324414778,0.2605160066936189,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1709948433215657,0.1757559477048024,0.1413457585550605,0.5150485250648018,0.5288835199014822,2.0,-0.702917602414773,0.2906196301125947,0.2545302389173368,-0.4450463065983313,-0.1443046348898792,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2800931675262316,0.1793206436250977,0.1443570132746434,0.5696809810778002,0.5739412067027602,4.0,-0.1752873488343926,0.1970720180442529,0.1558253406741032,0.080361796998765,-0.0086993491748897,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2436467924152956,0.1729556353326125,0.1376021857695636,0.5128597678310449,0.5392835254111092,0.0,-0.0068376760900996,0.2682367218464612,0.2081068958508296,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2456918618673376,0.1751713810750297,0.140821194605309,0.5054051500632535,0.4973019709956136,1.0,-0.4175314199873787,0.2186965735475635,0.1942602353714401,0.2635674072654278,0.3191696782170349,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.143223848885972,0.2110558696438934,0.1705585263010797,0.2382228592573638,0.2546117977388974,0.0,0.1168158618158974,0.2848663614967179,0.2307062237569441,0.3444597321784264,0.366025641025641,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1031138446234301,0.2205419893500289,0.1738211868339698,0.2288739447682671,0.1441614329923307,1.0,-0.2920880609094811,0.2078193540585501,0.1698109981276253,0.1012407525623044,0.0712075360990881,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0005420539710099,0.2117144635577305,0.1681799482235581,0.3219884399794621,0.3282047648788971,2.0,-0.3729377872440584,0.1982607838485495,0.1632504299978506,0.0855918969548395,0.0666666666666666,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.2250148711995316,0.232311345024226,0.1844432129389396,0.0906192024805234,0.0193080265105317,3.0,-0.5516856674146542,0.2073327856418503,0.1695547344898507,0.0699013518679148,0.0552065876565834,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1752526295364287,0.2236996120433032,0.1808566650141105,0.2043275080808134,0.1906242859918813,4.0,-0.4735858567961974,0.2231811613151239,0.186593933171674,0.070884359219323,0.0435597515600738,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2070383806057084,0.1771977195193393,0.1407116167199162,0.475790818991909,0.4942401495907997,2.0,-0.159697684152966,0.2987132679182876,0.2251570912536081,0.7112459937067968,0.691889913881105,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2240415037859964,0.1848923682105477,0.1444561560069449,0.4891772237028453,0.3525098586851011,0.0,-0.2594464732094172,0.1867910079862214,0.1633226870309505,0.2102063436269139,0.2017332814898806,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.0830018128519147,0.2009944091958942,0.1754055646161925,0.4941163719692701,0.3488862818485997,3.0,-0.3022777548736006,0.1899406498212665,0.1433607728955993,0.2102063436269139,0.2017332814898806,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1780973933914066,0.1790700782034849,0.1409914359982974,0.4907922368937882,0.5173541257686093,4.0,-0.3061360821146646,0.3079084265690521,0.2295828954170516,0.6908674764492471,0.6947148615144252,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2927942806355016,0.1780189064572422,0.1434707295471848,0.5512948941704641,0.5552006956827793,1.0,-0.0900861178317657,0.1819915431897308,0.1540203735251956,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1542598704238542,0.1946756868953758,0.1527670890511354,0.4316500532093028,0.4260060368007486,2.0,-0.1594842855096259,0.1876952303528995,0.1586232610720788,0.1062399709273363,0.0775641025641025,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.0597246328826518,0.1929565716071542,0.1521779928288804,0.3422643012945024,0.3585395747480259,4.0,-0.2620820562520061,0.3116204240231582,0.2368226380083015,0.5971370505972026,0.5866758241758241,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-1.559077696636069,0.3359099404897596,0.2677291494347485,0.0574997895747296,0.0664814083394459,3.0,-1.492461053227351,0.2886384104993092,0.228759958518751,0.1170288373276794,0.096075517725024,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.070222389451099,0.2018961368435538,0.1615469622946587,0.3837382566388336,0.399614356543248,0.0,-1.111373676474687,0.2376690300490378,0.2051593280052229,-0.0881415911694498,0.012591575091575,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2252248511150797,0.1849805528562009,0.1472716145030353,0.4788251827695755,0.4884621352632217,1.0,-0.2892288247747281,0.2082642108503395,0.1580320304870575,-0.1763517898276021,-0.1961475854584916,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2786287302340775,0.1767850609022536,0.1439150276561496,0.5314599567512907,0.5293774363496428,1.0,-0.2614619236681856,0.2044973261767755,0.1602767403336673,-0.329334553028825,-0.4474902885301665,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2998412830795257,0.1726624365347558,0.1397951332706081,0.5666934445500761,0.5405162034795291,0.0,-0.4457600575798042,0.2210639480163297,0.1960347505538376,0.1990098788685722,0.1738312341308452,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2712539487710704,0.1647857003148356,0.1352581774103702,0.5319872004589732,0.537843060273635,3.0,-0.1606704817113751,0.2399289194660425,0.2088982964104039,0.006927711490994,-0.0394276336576634,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2687458872543042,0.165069021016932,0.1353636803430373,0.5289707639642144,0.5348802869868182,4.0,-0.4492021705835918,0.2680974086768236,0.2368295047500801,-0.1530093041295285,-0.0394276336576634,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3092118845189681,0.1751662049627532,0.1420344579026507,0.5664656640693432,0.5674692280449773,2.0,-0.497070762426566,0.2326112752786416,0.1852328177102507,0.3124616223860785,0.3443649545479059,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5130648178649514,0.1436977776736234,0.1100592177555038,0.7212816341463337,0.7525228565031538,3.0,0.3764425539803149,0.1730588377535103,0.1292990702273868,0.6431609301578204,0.6674674654550815,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4330566906355594,0.157242047527029,0.1167822466310546,0.6847388732405923,0.7129561627694623,4.0,0.4468318827530885,0.1557670572119296,0.1185012669291712,0.6910593921640134,0.7275173227185611,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4042164373710782,0.1591345999661668,0.1284344687039769,0.6702910586520577,0.712733040376641,0.0,0.5384004078423502,0.1493073754769996,0.121026280109444,0.7563516617295353,0.7901304062294773,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.460732806422196,0.1527787451724464,0.1166147440283856,0.6797361517286958,0.7287880507511876,1.0,0.5061233627255965,0.1493199610876815,0.1185611234482136,0.7116460898056064,0.7191876750700279,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4737407955877648,0.152338156352297,0.1209760291313941,0.706842734212858,0.748323512508783,2.0,0.5218278197655091,0.1414870224138933,0.1171050755159373,0.7410962577933978,0.7627323656735422,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5102075174487143,0.1477245345096563,0.1084134255489209,0.7698643168025582,0.8005313169207006,2.0,0.4491569232123891,0.148420687058765,0.1130135612729584,0.7705496423252968,0.8005893051187077,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5710367526906787,0.1370696060514499,0.1047390903400247,0.7575004705162478,0.783757100755393,0.0,0.5842480668502903,0.1329492787082825,0.1034091352133573,0.7698928632496943,0.7964690904274889,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5915123947653409,0.1324445023071413,0.0997637072672348,0.7824847108620125,0.8174468639930363,1.0,0.4629122743764021,0.157390600241679,0.1218152793985573,0.7102224585777095,0.7235749946521908,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5684710783106424,0.1343917492690403,0.1016783386375873,0.7540562414850553,0.7802100434885121,4.0,0.5921724741963961,0.1439528210215529,0.1093487478494537,0.7820237697532766,0.812260116775938,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4764011849716448,0.1493838648611642,0.1212901767995669,0.758663645461576,0.7833944739506039,3.0,0.5192197008401276,0.150851107167902,0.120503176729307,0.7707377262589585,0.7962666759808203,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5535144889098813,0.1371827033446869,0.105159119335734,0.753183266486731,0.7725892205831827,1.0,0.5189513458523212,0.1541614596445534,0.1150748783856467,0.7357675175306637,0.7770998351493706,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5286891512412217,0.1419226087017727,0.109984783470029,0.7273713577482341,0.7585748128093406,4.0,0.5408756289520104,0.1471211693871749,0.115294948999324,0.7368627560601637,0.7711926876013563,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4723931654362757,0.1513298637764814,0.1197275649022377,0.6936424702916633,0.7180007408179333,0.0,0.5125461941574103,0.1475113030185467,0.1168529046040252,0.7263967289353848,0.7561986517094876,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5483507658172335,0.1389670226357495,0.1105160469631698,0.7498601502282267,0.770904478853156,3.0,0.4990044390608984,0.1537901449971967,0.1232293960085846,0.7123540227387581,0.7530021578009194,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5027251001695487,0.1460861980204844,0.1164879289682152,0.7327420595374579,0.7647322686053123,2.0,0.4627282784432472,0.1576751986687641,0.1251821951722203,0.691335408069067,0.7297354348437939,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6043838752479957,0.131011026555713,0.1020761614473357,0.7855652365058655,0.8056463050631034,0.0,0.6377402900695155,0.1271605002954816,0.1025527126907619,0.805639052084228,0.7987636759555616,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.604025352074081,0.1321254227275644,0.1006193375234175,0.7927597414035262,0.80678544674683,2.0,0.4860476441871898,0.1463210564078657,0.1141778205141078,0.75703647350006,0.7802645964134697,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4705701126267922,0.1523864740224469,0.1235490477530706,0.7681840643020297,0.7915716164194871,3.0,0.4822397856526209,0.1481753872342085,0.1247679673225801,0.8225266928565804,0.8418116986821628,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4908889264006345,0.1476527840838648,0.1202737547384255,0.7883175406624296,0.8117518850133886,1.0,0.4741946822918778,0.1563820485535791,0.1227291874709494,0.7446785944905732,0.7486975882496811,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.592526475087431,0.1306045277420469,0.1037091849015282,0.7831837264073849,0.8003938094144519,4.0,0.6029019059696221,0.1411209125058254,0.110277818954898,0.8000974298274175,0.8246125002799819,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3268251407345914,0.1719482124542412,0.1268566097739323,0.6270823491261526,0.6643514902512282,0.0,0.1934059471932835,0.1850167340893762,0.1350122278009143,0.5469670945540834,0.5950236553951724,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5200687465467159,0.1468977771880697,0.1137042684607388,0.7253178126986818,0.7537094033320301,4.0,0.5527571101276431,0.1308515153248486,0.0975999375838067,0.7545096534921467,0.767945934354603,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5147076763007316,0.1461956910365896,0.114641206240554,0.7201851416751014,0.7549606943465689,2.0,0.4617652474120685,0.1502695396825206,0.1118891328198865,0.6877755277487729,0.7135854341736694,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4869092989297551,0.1516363110247346,0.114803115695023,0.7019153271165679,0.7382142367047428,3.0,0.5730951134782739,0.1290238019586868,0.1005589281356859,0.7586530363482547,0.7720437457279563,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4614556308523118,0.154529741229363,0.1138876615477566,0.717618863748338,0.7541474970568481,1.0,0.4493070666901654,0.1491648578553568,0.117079855557298,0.6912786600598456,0.7002097489713588,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5659282663163944,0.1366736676493409,0.10798464829452,0.7651082800640514,0.7942399701745402,0.0,0.5550525267393683,0.1433397805545977,0.1096319912096747,0.7671977768280863,0.8073255918360563,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.534567025435013,0.14079509185128,0.1095703202635999,0.7442379376072521,0.7858491781389432,1.0,0.5601175748425548,0.1451722971136003,0.1121212485455102,0.760432766509134,0.7837911572178572,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5474986474103745,0.1390355392466749,0.1046172152183566,0.7522733156168576,0.787936541894507,2.0,0.5735478907337885,0.1417568086153515,0.1077928914682328,0.7750491239490964,0.7782892402781527,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5682896369213042,0.1365613379865103,0.1025366045497406,0.7606916385130503,0.7925266796951993,3.0,0.5836136102177827,0.1374536286097134,0.1041242222510102,0.788349746179174,0.8000725659011202,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.580354898835963,0.1343374774631725,0.1030525626683756,0.7644883711314958,0.7936996157447919,4.0,0.5335770522745727,0.1459357239274223,0.1055278235298895,0.7335734771332567,0.7598162424837608,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4910952057700143,0.14857586557576,0.1101203622091591,0.7456227944357858,0.7817000946142125,0.0,0.4337896968559389,0.158802417942274,0.1248774003774646,0.7374182205681002,0.747225684532186,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5267635411187943,0.1428832934018165,0.1126751513267719,0.7259921357704193,0.7470718603712965,2.0,0.5043347303557864,0.1505951919090891,0.1145081227941575,0.7113095201490929,0.7519065042284856,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4986603557283496,0.1475691223902676,0.1159359407970616,0.708605057755846,0.7432497350905234,3.0,0.5238628062883475,0.1456605632297971,0.1080794991942634,0.7283259040725862,0.75443287362792,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4703945684467598,0.1514117939238576,0.1162074460259572,0.7029566637500936,0.726730838818867,1.0,0.5061004995447616,0.1493287361668068,0.1100185863821913,0.7384739334716367,0.7814355407234663,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4054282144430954,0.1657247194507073,0.1288835424466109,0.6664142354064768,0.6903056544631186,4.0,0.4571853235152679,0.1335205623455765,0.1033329549466947,0.6978866312555696,0.6986349563748944,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6155902722357879,0.1306755664783983,0.101652890993942,0.7859440092413357,0.8106314840908496,4.0,0.5585067620772459,0.1338724328406532,0.1057826186748264,0.7651878466269614,0.7778179015401853,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5661571536147176,0.1387587199909861,0.1057409067975922,0.763419080717759,0.782445763662391,1.0,0.6153379788761988,0.1252326311047941,0.0954215615446332,0.7912598937132809,0.812270994602408,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5322526607162732,0.1424087949895451,0.10686573800372,0.779440858376815,0.8044141126476605,3.0,0.588549918310994,0.1358922984276483,0.1062737375101517,0.8004713787228646,0.8159930782567526,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5787548653514258,0.1349702254124007,0.1022264382047613,0.795089248502197,0.8049159520138415,2.0,0.5700377605227129,0.1392889173500902,0.108720091210072,0.7714668533283895,0.787078354840843,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5916046494887522,0.1326232465503173,0.1054095633128393,0.786044767381255,0.7975471780883511,0.0,0.5948832550332376,0.1362528397673943,0.1064053882361141,0.8049151903553742,0.8423015932534426,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.056163197845799,0.1997407505073767,0.1564033484343906,0.4140674483444364,0.4168688321086386,1.0,0.0096325466352573,0.2198744411843649,0.1691997826368373,0.4132537656886108,0.4024466245828475,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1859817940988045,0.1874172925833786,0.1516611518472033,0.432682671824107,0.4312713384970476,2.0,0.1714268765103591,0.1945044445065658,0.1591558727943409,0.4238240196486658,0.4507760041815769,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1499494329861687,0.1932627730929188,0.1532914389999169,0.4558549671312963,0.4436872613364232,3.0,0.1334994659215768,0.1919390534451753,0.143684406173642,0.4503804129692271,0.4466379853376757,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1946983172027587,0.1892630411995554,0.1527931520557232,0.4611463325982475,0.45518381673939,4.0,0.2420758283405765,0.1748767903065329,0.143631785107241,0.503316344506719,0.4827074370418023,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1931163345486163,0.1876978839664209,0.1534114804012548,0.4956158183570989,0.4980496265472829,0.0,0.1107132209923881,0.1954739229672632,0.1603304308123948,0.3877699392596102,0.3959129106187929,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2790489516618102,0.1766678418944102,0.1423740142711655,0.5456705177442815,0.5435531197796248,1.0,0.2045354406788518,0.1891329443706811,0.1594977329288284,0.4810387670513981,0.48675454393218,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2436549027457519,0.1796344187873246,0.1432318565192607,0.5287777483703484,0.5224098168194138,2.0,0.2177012084893848,0.192442482122463,0.158493466378174,0.475220623861004,0.4871316778316918,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1575001031843665,0.1900879052545976,0.1490858057900455,0.5281549967297043,0.5382922990408945,0.0,0.1063755309827297,0.2036103935568053,0.1621890599034193,0.5048774614536133,0.5206815722375551,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1720300779623192,0.1916665579581195,0.1574891780639503,0.5046076894951026,0.4960447207452923,4.0,0.0456024910520624,0.1966535774646143,0.1592578699108397,0.5108849293213704,0.5353422937132084,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2589508897636091,0.1817103665071472,0.147472886835268,0.5457809293184719,0.5426269622942307,3.0,0.2038253765788042,0.1775860876545705,0.1430107684538852,0.5121195389314032,0.5021070671842363,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2570351865278413,0.179760752214664,0.1467118761036799,0.5079600796255972,0.5075443226829578,0.0,0.184631007449657,0.1883924595460666,0.1568411168157132,0.4325459687328414,0.4177824239743744,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1850428525622016,0.18621729909148,0.1470946383682866,0.4917751455722102,0.482958556498717,2.0,0.0843186258439117,0.2031916525589056,0.1611351271320557,0.5460023894514097,0.5467813919826303,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0110733650925154,0.2100797526008418,0.1640263049765858,0.382156693323899,0.3936128184201594,3.0,-0.3046650435585352,0.2386421890762789,0.1864321739779285,0.2269141060647932,0.2621393054829587,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2070270766522858,0.1886680785577748,0.1528395728788815,0.4770535394595697,0.4834435962067646,4.0,0.3320965813289098,0.1607984332568538,0.1320197451636094,0.6068308345741744,0.5837086030584482,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2457050544173771,0.1837526370060195,0.1486083906656127,0.5299881359763046,0.5344468989340683,1.0,0.2150654655436874,0.1754470326057586,0.1358984371551541,0.4770581959131532,0.48995818423063,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2943442504703973,0.1775481460584295,0.1401166473638025,0.5460321883204193,0.5600931330364763,1.0,0.3064632786973329,0.1645895248015508,0.1320809382821532,0.5622712100693923,0.5512431288298955,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3057394483951595,0.1743267648271799,0.1361041598771328,0.5574895792359188,0.5681630423349766,0.0,0.1446830170702685,0.1917329208923012,0.1457273559457258,0.4375236508112727,0.4776360636358854,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2814590002090436,0.1770133075962858,0.1446032898986032,0.5556829692342056,0.5575795112672566,4.0,0.3026524902974501,0.1748548029040809,0.1439593602413569,0.5687950158253541,0.5537894166775087,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3014978451866501,0.1738011187956112,0.1402099911564202,0.5564436353985339,0.5629681728717355,3.0,0.2556600658531005,0.1835564793927018,0.1508957114510831,0.5236384734807643,0.5415523508894705,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.0911954308119764,0.1968962179614686,0.150333552840749,0.5232900451980478,0.513470264652033,2.0,0.1390164148221229,0.2025108360869714,0.1584672985728066,0.5540276397566981,0.4549364401678659,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1235434082407167,0.1925227188130741,0.1507737818763803,0.4054252439223582,0.430374205916432,0.0,0.0585554264595002,0.2150230462990703,0.1652783091306797,0.3505274452809017,0.3687929717341481,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1672452081032225,0.1916463473281064,0.1562546580231074,0.4376357237974664,0.449916322654068,2.0,0.2215270109716332,0.1796896109156907,0.1463704279560991,0.4989636043489408,0.4851265865197753,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1278662364028162,0.1961183836124546,0.1582686405145033,0.3842059229896236,0.3871080139372823,3.0,0.1579877228039522,0.1877212815462891,0.1511190055667932,0.405293469790785,0.4368474662592309,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1144649089904432,0.1979225162344568,0.1593714039409146,0.3719382183198426,0.3805555412252799,1.0,0.1332516556636085,0.1892888616966816,0.1500088482601298,0.4125392939137242,0.3835993727634594,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.168871753661574,0.192420735226357,0.1555920217167941,0.4189566524872622,0.4114838129218045,4.0,0.0989772281592626,0.1900675894994538,0.1554101627942504,0.3530007758056749,0.3643299425033171,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2596337358167263,0.1792993266467528,0.1457460560783224,0.5400441897308408,0.5531641233374214,1.0,0.1859166605525268,0.1905916766541672,0.155142304871994,0.44747506174359,0.4405443573033388,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2380124943013905,0.182255979446651,0.1438071255948741,0.5162604669054585,0.5112869456782528,2.0,0.167355916373037,0.1911499128711605,0.1553970379417776,0.4406677521906296,0.4196015716996621,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2503235893144141,0.1826467060593843,0.146822262484682,0.5101831798284513,0.5305039929837695,4.0,0.2650888338328958,0.1700513406282255,0.1369582278243225,0.5351982898083807,0.5438710377227978,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2022140325513343,0.1891139372583441,0.1549191285560942,0.4827319851392893,0.5051338738362487,0.0,0.2325825272596746,0.1715881391619194,0.1366569912038259,0.5601283644284669,0.5872948793950694,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2814185195944607,0.1736508569710743,0.1413123951322616,0.5451938344372114,0.5460711789107231,3.0,0.2305908827631755,0.1955248389066595,0.1566087100765681,0.4833245592518727,0.4798152972381582,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1565016501269138,0.193072358802117,0.1531434262959067,0.4205657172366396,0.4313808619282521,3.0,0.2136294709299302,0.1804748424805952,0.1406070225241178,0.469615059552027,0.5096196373286156,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1835497276660934,0.1873042161971974,0.1493981631093562,0.4316841644936613,0.4482328190598628,2.0,0.175972339946611,0.1954116943168216,0.1622635225282473,0.4217165786389648,0.4459980164314529,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.162791390851211,0.189563177143777,0.1516100881750177,0.4342765718135797,0.4503250422555771,1.0,0.057433926007159,0.2096524413575981,0.1627549556318119,0.356995105638805,0.3713394448688566,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2179064229427156,0.1824723111850127,0.1453269514488322,0.4672754488109263,0.4846174130549407,0.0,0.2387020248978416,0.1909322973256985,0.151877854997333,0.4955495752210787,0.4871168563119027,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2651773773586647,0.1797325120129678,0.1452169380219323,0.5218603539670075,0.5179982196380494,4.0,0.1107360514368157,0.1913661432559089,0.1585717871620741,0.4266044775018431,0.4293420717569324,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2568011221913007,0.1815624314150796,0.1433837278956185,0.5255080485216699,0.5444572202404422,2.0,0.3372572554057311,0.1645426960146569,0.1296780764557843,0.5937941484015429,0.6026408839306515,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2406108344728363,0.1813845481868899,0.1496182432933026,0.5146461697030702,0.5110687315317121,0.0,0.260451119431926,0.1813266082869043,0.1490257637363953,0.5793502063512432,0.6068365229426645,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2669603834710916,0.1762333239818314,0.1420744553169237,0.5232316546928142,0.5477780293137341,3.0,0.3028349226007536,0.1843245487271116,0.1432700394674347,0.568548288480007,0.6033417186231796,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2569158429707375,0.1782268769924798,0.1439242426757197,0.5219557305847011,0.5289582454580463,4.0,0.2441032137543016,0.1891562227085077,0.1523343827114082,0.503770219480728,0.5145624999552524,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2473976573978831,0.1804953466163237,0.1450620969811654,0.5214184015528711,0.5346009389966803,1.0,0.2752145055492485,0.1782523882493762,0.1418339723315043,0.5262282840955165,0.5121765373293419,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3034876535607939,0.172412495226705,0.1272586525237286,0.6147297330785226,0.6441373752965078,2.0,0.4358106377199466,0.1633898210360484,0.1211812383117895,0.7126718634217066,0.7466527280768767,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3543265588856528,0.1666316528620674,0.1280459076568721,0.6021365022401093,0.6357480765044125,0.0,0.3872208379088779,0.1683030330557799,0.136017687309945,0.639835515223657,0.6722588556953881,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3510609031436901,0.1680427538578688,0.1290547955003137,0.6266423075695702,0.6641827426565649,4.0,0.2714448197728781,0.1795361787411693,0.1384474301415118,0.5742747659827285,0.616102421829976,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2753353326529548,0.1768347892292994,0.1356742649599951,0.562460651598574,0.5916013636002514,3.0,0.2146804848440391,0.188999084310608,0.1418358233586373,0.5307721921979645,0.5657995255518474,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3560904203805627,0.168761569825347,0.1311142542579297,0.6063426121364461,0.6517460294531877,1.0,0.3633173731235177,0.1622536779398695,0.1292513362661707,0.6173734671559424,0.6362731695549032,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5095061802109209,0.1476506379520443,0.1168809955822879,0.7504969048503578,0.7768304468502327,4.0,0.461761237601289,0.1475638568627257,0.1181217051117976,0.7378833091319481,0.7622914423901678,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4707929980195335,0.1534724202714713,0.1138702014939371,0.7761851014909262,0.7972406421640356,1.0,0.4683620565911539,0.1455728610341208,0.1101573999593829,0.7194636905163059,0.742709072867922,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5685011171567199,0.1364952633620509,0.1062986061425248,0.7593313639834653,0.7832397546717854,0.0,0.586908113696625,0.1371891224043641,0.1088485362390882,0.7768979659827484,0.7968832610021066,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5653140573632165,0.1378630238210007,0.1054339915935251,0.7519919634200289,0.7723688208388892,2.0,0.6644153261341813,0.1206595260532139,0.0914547021891091,0.8153833840771123,0.844362935528469,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3959857255951082,0.1623169395046886,0.12270753554547,0.7654860092025189,0.7826958486376561,3.0,0.4622945711691019,0.1533341349005405,0.1101167346808133,0.7643996716405469,0.793793370764647,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4101108867079668,0.1600537588548931,0.1240379990482998,0.6625174089526022,0.6844687726669137,4.0,0.4324888182452759,0.1583958996506859,0.1199529553539169,0.668879735207255,0.7316553415624621,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4308345131372325,0.1538070207532331,0.1173395950217936,0.6883104365651347,0.7095844609827292,3.0,0.3889768761687562,0.1780104492108637,0.1343577442889948,0.6520063323111793,0.6987622800316298,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2491487489277605,0.1792257075311963,0.1431952267369378,0.5817054705234996,0.5990722751467965,2.0,0.3111635134001881,0.1796539358072779,0.140094040987776,0.6303040226016302,0.6656112205647808,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.7187810022531569,0.2724179899399463,0.2191728313711604,0.3569558374106131,0.3772471907214103,0.0,-0.6760317418129909,0.2764165980816014,0.2250600112583917,0.4266826184532457,0.4247048101537266,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.0548219575527524,0.216988345655738,0.1723664812432249,0.4848284331909933,0.4985123282215521,1.0,0.1846549875991801,0.1798898671911245,0.1420362470928665,0.5699070543647953,0.5775803144224196,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5877238454788534,0.133264772245282,0.101700257420303,0.7862100627551842,0.8072203830279684,0.0,0.5095408497329252,0.1501779940671824,0.1070059807076569,0.7511507643784835,0.7762508151329444,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5184354313444297,0.1462266525948398,0.1159303388158447,0.776171902468199,0.7949028806169826,2.0,0.56298253857445,0.1332559318423123,0.1066667269269229,0.8067429624343582,0.8233043512283668,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5967146780096529,0.1345285609300083,0.1053276540682898,0.7881774249818196,0.8068012508788457,3.0,0.5460083218125971,0.1325692755114676,0.1085641167506654,0.7652370144283043,0.7825695172910745,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5402884678360489,0.143141973869894,0.1063527727484307,0.7668827737951869,0.7977694008547579,1.0,0.4901367445868552,0.1428201450717329,0.1118972270572212,0.7278011563088658,0.7501979410402245,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6164874343981364,0.1301254644236384,0.098156074726933,0.7859793037056291,0.8054016031478345,4.0,0.5951209278278531,0.1292176803551067,0.096227850437531,0.7714882234362193,0.8053514737347897,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4959289931059039,0.1486536069302949,0.1163943097407154,0.7145376396628778,0.7351088888865961,4.0,0.4708883950295542,0.1507451451893688,0.1219344068753188,0.705685653917454,0.703781512605042,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4453156035219524,0.1573941548024794,0.1219408967806051,0.6694998481287951,0.7079983058174845,0.0,0.3470241023876474,0.1607759151598261,0.1249561205706337,0.607787701011623,0.6290693310817149,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2751583104599748,0.1823300747568213,0.137002193166792,0.5744561121080584,0.6115336994776099,1.0,0.3377503098145062,0.1504164734879148,0.118720312371417,0.6266213155458503,0.6435339686113679,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3796144307412872,0.1627375960701845,0.1254747617831516,0.6228102758605221,0.6530163052169886,2.0,0.3806877953792238,0.1716383525362225,0.1330250644053084,0.6227655167025933,0.6547786578746331,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3962509882269558,0.1643158368378757,0.1285920224680639,0.6388646659435014,0.6803343276251834,3.0,0.3039007494964992,0.1651129825941904,0.1283258535004552,0.5827482250967664,0.6008738423599105,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5642070763953106,0.1383412931047865,0.1043801098005844,0.7609723872907111,0.790215983002185,4.0,0.5303263849162818,0.14142390267496,0.1064935154598801,0.7415090525550976,0.757076356101563,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5680633344009105,0.1371877778860812,0.1032805116937554,0.7588973431878931,0.7905235815428505,3.0,0.5412640956144233,0.1410173686052114,0.1105848840291765,0.7501492263434226,0.7592615057213121,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.568718271571633,0.1365871382170402,0.1029660364643692,0.7565898237645949,0.787858039003403,2.0,0.5344782240238786,0.1451940457351626,0.1105751272431078,0.7409050756369016,0.7770897602332005,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5512215534929271,0.1416648844688944,0.109171296180708,0.7474704627951267,0.7804030479068991,1.0,0.5748463678734883,0.1294416811721637,0.1065070921517073,0.7715951640076509,0.7865181676885442,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5668101572081303,0.1367341440945096,0.1053671165681416,0.757864088093447,0.7886521371868556,0.0,0.5717058208670163,0.1397606336731765,0.107506012790154,0.7564844514828757,0.7781881864212796,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4716304869792818,0.1506805413176885,0.1155915890313236,0.7296461133508264,0.7602784876996366,0.0,0.369168302069741,0.1693177108724866,0.1251573706328533,0.694455281065884,0.7095211290257729,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2340419777956111,0.1840526335781737,0.1470910780464415,0.558602661387523,0.5828283974704885,4.0,0.1051923500712005,0.1920072503557042,0.150071199632477,0.4605017043890607,0.4948903006178547,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3952786304414932,0.1655942711637936,0.1315109242917885,0.6573951883395357,0.6818076576636998,2.0,0.4103263422101538,0.1410456683484718,0.1074770622885285,0.6707195560155159,0.6726843847586882,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5033907888248461,0.1472451985851426,0.1132647174414114,0.7134271832207011,0.744130668727475,1.0,0.5429449073185271,0.140456298928673,0.1106081549713276,0.7383275342362363,0.7724123142079798,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4219338001618509,0.1594566701144526,0.1235918670290856,0.6637064146065749,0.680098910029041,3.0,0.3808907019704901,0.1618927643432209,0.1272411713111679,0.6745376847393609,0.6841301113746934,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5463145397344693,0.1416567740651323,0.1060381830044679,0.7853412583420701,0.8155661657744516,0.0,0.4017080723855132,0.1557451730376188,0.1193314980327348,0.7274689170294842,0.7109715667310947,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5797072486240891,0.1349165952728276,0.1025715875838853,0.7622799562654072,0.7818902210051347,1.0,0.6122410491361259,0.1321033242711979,0.1043576597784959,0.7841721088652684,0.7912864901501695,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5830649584721389,0.1355242179208446,0.1022492333934779,0.787271511394279,0.8115887952483103,4.0,0.5157689865269492,0.1424978376059303,0.1071383985498939,0.7649399455985373,0.7893104300694735,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5597535424638388,0.1385308673531714,0.1034159903116096,0.7582305869519275,0.7910649942457689,2.0,0.5810025541764532,0.1356644976629736,0.1031044528838676,0.7644134098303345,0.7969435372827969,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5254792635181569,0.144333561895579,0.1085604539483595,0.7618594770840662,0.7844116400368247,3.0,0.6340820060539705,0.1249704705620251,0.0920361736839981,0.8292778992480854,0.8556651801623224,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1948767128550379,0.1880418707878444,0.152355526611186,0.4442291577283008,0.4402542202375364,1.0,0.2046108195390699,0.1837170396062938,0.1458718138543751,0.4547377512610584,0.4644934528835457,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2491712221437582,0.1840933485080813,0.1478967313870369,0.5013750812500065,0.4967454568153703,2.0,0.2191515410953598,0.1705028697395749,0.1359852068642033,0.4932176340318324,0.4299920925307922,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1028996305901664,0.1974221555398765,0.1604169930440581,0.3718862504060927,0.4045588160945276,3.0,0.1854734251733337,0.1901707975028122,0.157490262763169,0.452145722042493,0.4303070510500851,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1712295523987997,0.1900118491664166,0.1514079773311615,0.4202437116633085,0.4201179014835963,0.0,0.13861948968739,0.1943311158586196,0.1578018845575531,0.3854490481249438,0.3884711779448621,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1741457131860747,0.1938438177387806,0.1542079019241787,0.4440506774430238,0.4403100395274862,4.0,-0.015702216835383,0.1919441527144254,0.1551851114360854,0.2686283115435221,0.297320842212483,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2616176760482154,0.1821046443031074,0.1463734893217143,0.529450112486092,0.5365929886591807,0.0,0.2578571850938075,0.1692936111845941,0.1376465311086671,0.5137313668057047,0.5132331434283771,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1575217048524194,0.1880652655579076,0.1555422226491272,0.5089260933789672,0.5197638299161087,2.0,0.2345816653936751,0.1938099467877989,0.1578573441333899,0.5401614910916259,0.5882430809918944,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2593816272162946,0.1834693489609317,0.1480109286061527,0.5185429756531248,0.5236016839542981,3.0,0.2692884471768554,0.1626250872689165,0.1328316291072462,0.5546001433594586,0.5298341610250765,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2469269283455777,0.1803247873292818,0.1440637652281496,0.5028580302236904,0.4898394622756435,4.0,0.2845853774259673,0.1801586434531507,0.144908016045156,0.5454487686031835,0.4808644762520602,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1354426469781363,0.1908575281022346,0.1471852644738552,0.5007575030677369,0.5105128046999351,1.0,0.1772532822272519,0.2020854663132882,0.1552942498776117,0.573258610757867,0.5548280664663411,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0969364207323822,0.20174154521929,0.1640576442720761,0.3942353585999419,0.401295812315118,4.0,0.1180539041730351,0.182431633185563,0.151178902313518,0.4848489965612819,0.5109967431948855,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1624091187212778,0.1916368993598471,0.1553692016240425,0.4507535620837952,0.4504172001828315,3.0,0.0328987880616946,0.2036174798283465,0.1702276447788441,0.3551151248117549,0.4047552035168134,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2556851513422995,0.1813211614138844,0.1434690332581306,0.5156071815931951,0.5062152870566314,2.0,0.1386415011171039,0.1886556536209087,0.153678274565298,0.4241555833609036,0.4181074343613043,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0674037176686925,0.2045610405533962,0.164449118602706,0.3806364771099864,0.3969727579165889,0.0,0.0377013923610364,0.1931135999945391,0.1583618752624871,0.3947555365507036,0.3946095184485276,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2142292124820761,0.1893979551145393,0.154800576802061,0.5083144495662976,0.499880571482224,1.0,0.1424538857577231,0.1747097292796818,0.1325718081660153,0.4604279038494173,0.4916133917681905,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2851386511060451,0.173992356785653,0.1404267147939913,0.5391026503034317,0.5263624103679281,3.0,0.2964037789741724,0.1847372992666884,0.1564912605254302,0.5670321118122994,0.5202193862217904,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2918987149233952,0.1773965450643345,0.1412450351513836,0.5412973771887919,0.5468270593328867,4.0,0.3247392155927745,0.1651342124152598,0.1317998936520203,0.5776732542760131,0.5794302695856918,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2871208429563938,0.1747521082058872,0.1433943563907231,0.5440735928805487,0.5436072560900689,1.0,0.3172917052071149,0.1787153029825331,0.143471178548851,0.6021053010819848,0.5960614750459597,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2608324906508633,0.1816682232120118,0.1471788583328281,0.5562567336976557,0.5511830989765125,0.0,0.168094021211245,0.1812899440320682,0.1490968433555977,0.4752715280064968,0.4566269944139831,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2301699184772736,0.1848424104351001,0.1451279165170955,0.5466221317184401,0.5574340799988685,2.0,0.2654356901239535,0.1705477016454539,0.1358516370010758,0.5516153486138745,0.5435041834288138,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2062769339004198,0.1829944343676214,0.1476007664361039,0.4555524770731812,0.4717044177717889,2.0,0.2428202663109682,0.1927578708050454,0.157706512733356,0.4945006597182202,0.4833641590607533,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1943538294707353,0.1900605611440491,0.1514264681996727,0.4507713885375357,0.4617106497220902,1.0,0.0063922600856456,0.1955453977554669,0.1587819868551263,0.333810441173174,0.3334807607253427,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0847668675635535,0.203314651167943,0.1633505752891687,0.3594548042045275,0.3538108788803951,3.0,0.1031753929671124,0.1836651561851582,0.1514085391264157,0.4184134895275366,0.421582029941163,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.0221398288339589,0.2078434589746597,0.1646006234163939,0.2796269543793315,0.2927393651871288,4.0,0.0289302178482433,0.2173474414377262,0.1773791227587573,0.3522711147715868,0.3816459598193343,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2141720578779864,0.1842955239505649,0.1464317771187674,0.477889614012614,0.4568395138666053,0.0,0.1403546215370594,0.1976157941398033,0.1628275471490269,0.3921861610957969,0.3726796938871241,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2546572261513924,0.1813415852840671,0.1484370471473202,0.5183522098805511,0.5189857669278781,4.0,0.3088768200129926,0.1693968864643424,0.1357765860642237,0.5834889811839239,0.5627700396724116,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2132597774959802,0.1871715682798214,0.1516196973037472,0.4897459232406235,0.4744666276121146,3.0,0.1772074784387071,0.1817928283778986,0.1529933404690155,0.4333558226898232,0.3573581873450673,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2525837778899883,0.1819707293140261,0.1469556779817376,0.5251509891010671,0.5375030143493608,2.0,0.2443052511995784,0.1761850950930643,0.1484466209466581,0.5090670980042875,0.5243120443420936,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2716665873317481,0.178767607952742,0.142778048367646,0.5276978441035084,0.5280697668480869,0.0,0.2213286357399193,0.1824203487340281,0.145901483285481,0.4735037058415268,0.51121644093191,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2435002143871977,0.1855415075315259,0.1520483409480861,0.5484558215406178,0.5513863091113947,1.0,0.0787253979355018,0.1824717123920791,0.1453611718607592,0.4299200333002105,0.438858776451129,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1541345364687262,0.1939086061219168,0.153547179537002,0.4265555442786748,0.4473338808645078,2.0,0.2037691855241679,0.179446105963011,0.1448489743787412,0.4798833752478194,0.4996180290297937,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1730655170737313,0.1888867383851104,0.1521060822350189,0.428948173466139,0.4283105430360535,3.0,0.2593241208982122,0.1838217906292353,0.1524848337278449,0.5143902301631688,0.4964684438368649,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.252943821240516,0.1753061318805711,0.1430493831365074,0.5073772843297121,0.5069630760422148,4.0,0.2946242968439422,0.1947840293916598,0.1610749850724883,0.5682688795816471,0.5900814871403106,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.24117734934123,0.1826508055482104,0.1461436857333769,0.5020454421667838,0.5006572437652124,0.0,0.1922752470221403,0.1845393046608743,0.1468103960614676,0.4801537066744559,0.4947897819414846,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.4227853936817169,0.2469212157416414,0.1964494175962226,0.219142828715749,0.2128934305545095,1.0,-0.2404754101598476,0.2394936521191911,0.1850955337910224,0.2759513976381338,0.3106898261697023,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2385272572101078,0.1846456096467722,0.143639175039361,0.5515440597848429,0.5653399066545237,2.0,0.0441477214696931,0.193035809927553,0.1508461985020424,0.4561847432315565,0.4467893399849753,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.285888007346779,0.1757334518296394,0.1404665407898268,0.5476039349713818,0.5496934550528152,1.0,0.2471640910771376,0.1846529407195503,0.1450581959961382,0.5129464074678427,0.5460233855826788,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2756863901330609,0.1751638127451923,0.1389184398909592,0.5335535335082833,0.5327793695650538,3.0,0.2516837554609429,0.191062203554142,0.1492660314044951,0.5243213275087508,0.5343141782380164,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.228303396775234,0.1832272418745944,0.1445111546686049,0.5181006234954069,0.5062046288703037,4.0,0.1810047788622077,0.1898296643468604,0.1497601808454195,0.5005769337758077,0.4588934118524676,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2957559183071367,0.1731215289300704,0.1413457236647724,0.5490736702545204,0.5576597748156399,0.0,0.27991537893518,0.1852490996815181,0.1429859110452603,0.5520275769758503,0.5594512127126793,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3719714561361595,0.1660952024294577,0.1293133855542547,0.6166810355156647,0.6537662544018309,2.0,0.4113282237820254,0.1572411353768912,0.1235229702194808,0.645339284165642,0.6995530269524076,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0835525549299267,0.1998475257700938,0.1526797680763076,0.4948604040598379,0.5320547689380613,3.0,0.0150901596936433,0.2074340564054324,0.1604342720137641,0.4875581282347772,0.4766696152145068,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1773498396191278,0.1895665346600255,0.1500677519933669,0.4972594591822967,0.5298238029548111,4.0,0.2160963372134279,0.1844414394622665,0.138462994596332,0.5287240588137567,0.5832093602991435,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0967353574958221,0.19745683616732,0.1552551498397051,0.4612685839292592,0.4878159180931883,1.0,0.0465646654025053,0.2065989767920812,0.1601438278034253,0.4392269868016822,0.4643761810944473,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.19127892288982,0.1877796657006437,0.1459391811385304,0.4983797707012513,0.5350806697076659,0.0,0.12056238765571,0.1960417313330704,0.1523167148588367,0.4823452845646151,0.5536300644659777,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4370995598065328,0.156563370455095,0.1290741401205071,0.7611335640502235,0.784848600229462,0.0,0.267732321776145,0.1797381877877935,0.1489859918494818,0.6545753272623334,0.6595825471227176,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4283028668111598,0.1582819207184136,0.1294742953145764,0.7468060038140407,0.7698389196515107,3.0,0.383966541996415,0.1608076266494547,0.1336654465647496,0.7787013651279604,0.806917146828008,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.553742833452219,0.1392762848184948,0.1096042162543344,0.7517421284847361,0.7766871094794302,1.0,0.4583945070147759,0.1550682301457056,0.1199993691254489,0.6783154789389767,0.7074992072002102,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5589036382085494,0.1395770880398863,0.1091474847464435,0.7534670331620471,0.7765597396717573,4.0,0.4862179901798975,0.145427049505555,0.1116387101670721,0.7106237072609447,0.7260281245236244,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5241784731189626,0.1443161395001125,0.1126971256612817,0.7324121749639718,0.7593872760939996,2.0,0.5595562604817867,0.1379692757727971,0.1080637457719439,0.7556320285670091,0.7727492693576918,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4418445887006009,0.1560482999812312,0.1190335160443684,0.6892591543535513,0.7209031891283422,2.0,0.396956715922094,0.1625133633866103,0.1201450590245105,0.648193167262481,0.6924564084006809,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-5.13945459203152,0.5040914429788802,0.4049500059994495,0.1760666691442772,0.1822276952411218,1.0,-3.82066893708614,0.5044737385585616,0.3858408215539937,0.2881172373292086,0.3327905324809349,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.6445725157455426,0.2655977744978929,0.2092843824986177,0.3594760227901892,0.3775224179967169,3.0,-0.5063506682209709,0.2651844106951521,0.2110387520190767,0.3924491683865077,0.4161372683044509,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4541781717430948,0.1503380921558655,0.1167994516505144,0.6833243341748656,0.7050190930861465,0.0,0.4177475889981334,0.1751941668979019,0.1338214014934778,0.646723723644278,0.6710794365593126,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4271349428931412,0.1608530046146477,0.1267958494075415,0.6652514872763811,0.6903463581782484,4.0,0.2885915761512562,0.1616904609628704,0.1294026371279615,0.5726913250494401,0.5894482194791791,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.584525640450527,0.1344447302086563,0.1056109603238708,0.7730481061723803,0.7824516611818583,4.0,0.5453699862795902,0.1416557551620542,0.1091738906362919,0.7407006032213126,0.7646476725585011,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5049277293764939,0.1470051897535405,0.110226951031563,0.7497472333843256,0.7738986400676506,2.0,0.3804890247295869,0.1615958296422768,0.1205419240129389,0.7014646069771067,0.6902869391860538,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5151663447875747,0.1464863779335199,0.1155933727165757,0.7519169969851015,0.7801295674150691,1.0,0.4840717134079784,0.145891590972136,0.1179581071709118,0.7316347026700086,0.7445609544834392,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5278949064958023,0.141209838337579,0.110477885881847,0.7460320991868568,0.7538439808027753,0.0,0.5898774521608465,0.1417357812799995,0.1106544988243882,0.7821891977416162,0.8140082398204455,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4525174544549057,0.1528104408792896,0.1238615456688545,0.7591856149127469,0.7828795767039579,3.0,0.4413954518558649,0.1630190922715386,0.1323798610677078,0.7300841552455357,0.7441776569963189,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2670828760422211,0.1789560375761049,0.1440024320607269,0.5221556330055238,0.5544314944608899,1.0,0.2856773591057953,0.1761414991495721,0.1429151987025728,0.5379123350035827,0.564650262018683,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1535627190005226,0.2213509375783832,0.1712802591772071,0.3802488913486131,0.4020639724143339,2.0,0.1070406238666966,0.2063211726106055,0.157363526461897,0.4891515228549347,0.4717475506949191,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0127451925572946,0.2086919950074375,0.165232336330811,0.4130410941973169,0.4301502065107372,0.0,-0.0342464142368714,0.2051266280411798,0.1619343248356771,0.4367200939983905,0.454357819682897,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0143338379667323,0.205777857450786,0.1590163566059952,0.421993594597805,0.4484314366812183,3.0,-0.0153189503905373,0.2169125200634992,0.1698767274357442,0.3979629013307363,0.4050065002077385,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2029473168850161,0.1841345085642527,0.1478967192456068,0.5146307097307845,0.5291192520834216,4.0,0.203047909571376,0.1936619279145016,0.1546132789114532,0.5091678862134332,0.5288857169662123,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5431591853157887,0.1422404028696769,0.1077457754945127,0.7421365915913302,0.7661700261356529,1.0,0.4914110004591192,0.1440301105423273,0.1102724901329506,0.7027274119235191,0.7268659774488808,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.434059552126626,0.1569638658467675,0.1181696262281348,0.745197964667985,0.7696703092806625,3.0,0.432954249134329,0.1580950260099447,0.117041925657928,0.7273480936202901,0.7586099733215621,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5601261748002164,0.1406643314576221,0.1118183318183348,0.7707082317853056,0.7959379077599834,0.0,0.3798654422564546,0.1538738317288241,0.1223915052915759,0.6649300308377023,0.6918855428259246,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5285703684659795,0.1428938359204971,0.1087585937538732,0.7311505779996877,0.7528435619579427,4.0,0.570404766129398,0.1390142242147671,0.1108609728716601,0.7573370285880656,0.7649997245729336,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5368639580695391,0.1416744528373221,0.1100814950767621,0.735868096484853,0.756879059747616,2.0,0.5435616224231674,0.1428831982596924,0.1140819183571253,0.7511452546238849,0.8086712425747705,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-0.1475471696374772,0.2215220330938056,0.1776924633884934,0.4397263779769628,0.4397661367789278,1.0,-0.1155645540459489,0.2287150228183314,0.1850457626165527,0.4634016196492904,0.4926520847573479,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4513362423687301,0.1567734038235235,0.1183927895771116,0.6778381462202343,0.7072728098151155,4.0,0.5240307245801537,0.1345852759181701,0.1066732812000165,0.7290566879821216,0.7378271882915844,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2137047476009234,0.1871593013795879,0.1469609984921467,0.5463242789366869,0.5584736983839234,2.0,0.1028469079723379,0.1872160238955168,0.1480297911537675,0.4975959322779792,0.5155803948373607,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.396656666803591,0.159282077066919,0.1271854681013481,0.6446021728746874,0.6633891835344082,0.0,0.4810815384844085,0.1608002678028547,0.125796779941584,0.6992214646927454,0.7600920751075549,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3891932950074335,0.1635780843947729,0.1290498617097778,0.6410482736152525,0.675582001219564,3.0,0.3052812039072607,0.1717389139755876,0.1304579167046916,0.5923233603296559,0.6416207631377909,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.521838360925179,0.1450946186745324,0.1092037895533291,0.7418151808554982,0.7660293827712109,1.0,0.5494505361482425,0.1378509821438677,0.1055447593456399,0.7509992355557833,0.7727950310484615,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5626945913797876,0.1401059174850799,0.1102248146760681,0.7587189207985374,0.7787761725589986,3.0,0.4947668178811161,0.1398837517647715,0.1108362553715247,0.728615178989546,0.7556051983511477,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4894070963627448,0.1508944340983398,0.1142387669122103,0.7299405837204914,0.748500289666775,0.0,0.5098673950960975,0.139858837169544,0.1053455753154273,0.7488462798732538,0.7630085706885728,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5430064451721686,0.1431144694825724,0.1098308531725517,0.7737887282450832,0.783807492113002,2.0,0.4647524242670006,0.1437065772611102,0.107866186295367,0.7158004753878418,0.7285355455987539,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6135689837840037,0.1286035208445334,0.1000731836799671,0.786496039360931,0.8036257523316546,4.0,0.5497098004205812,0.1451529766814476,0.1116960956854159,0.7478708168785528,0.7633777483137902,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1415068535689624,0.1881741322654586,0.1497113402267578,0.4044055277933901,0.3998187678691373,2.0,0.0925761952327653,0.2196125361540016,0.1779898223550749,0.3554836917008425,0.394596115958345,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0207845019416678,0.2031574661435088,0.1603615567113563,0.3329473285878574,0.352986589957274,3.0,0.0196411911617556,0.2168923018639746,0.1696018594771902,0.3776638207901578,0.4056464691139613,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0697037349523826,0.205692846504833,0.1662349372350252,0.3324654249046605,0.3557465494702327,1.0,-0.0250045303337009,0.1930228796611773,0.1580736994760029,0.2938218308556802,0.315531475748194,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0968845103431956,0.1960118262793572,0.1571096406816042,0.3998654686012878,0.3884697053958991,4.0,0.084854401222338,0.2098170538105825,0.1615201686135459,0.3967757558968396,0.3932860225429884,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0938827794912469,0.1992090757488635,0.1561779587696583,0.3792531462905242,0.3955807837193394,0.0,-0.0060081211828455,0.2080448303430504,0.1601806264066851,0.3350036676299678,0.3533097449506118,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2845678521825104,0.1793901424505188,0.148040096688183,0.5557119646678899,0.5362717917216065,4.0,0.2425298879391207,0.1702633511615609,0.1427894119081456,0.5147178672361794,0.5278105635857359,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1646193177232896,0.1872525606440022,0.1485180075550986,0.5258411569858268,0.5142191966822913,3.0,0.2192783351464606,0.1984400459568114,0.1556563676103277,0.6003993327235225,0.6043094306893418,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1503762819558354,0.1902721146269611,0.1463124266830854,0.5236505448431572,0.524019854306619,2.0,0.2134729469101209,0.1939145891640879,0.1456185216203546,0.5519662759644415,0.5675324762434487,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.0107715754347309,0.2069765393785473,0.1576979103270717,0.5197981381552823,0.5174264896764835,1.0,0.048861419014186,0.2070856687605423,0.1632731214618609,0.5955270982038232,0.549084021431397,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2729849528219596,0.176726183470411,0.1427653626432308,0.5319683821113805,0.51994545535965,0.0,0.2676217780556045,0.1843392151671667,0.1505080363337029,0.5277284925998142,0.5177891277485992,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.011483421222117,0.2109758256827757,0.1698811324500212,0.342363855526444,0.3298989165279783,2.0,-0.0927903704795733,0.2148304874533932,0.1704714310942928,0.3001298461052076,0.2877280098642327,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2152808190203331,0.1874678611786553,0.1519904147017045,0.470938213165465,0.4752958370778344,1.0,0.1122023940251982,0.1863571306407292,0.1543312566880164,0.3696307871515355,0.3699254821545843,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.10042606782166,0.1988894992639659,0.1582079789289333,0.4009785108434539,0.3990404447383871,0.0,0.1864296912637814,0.1856012442022478,0.1498726317309841,0.464977555143114,0.4689732352271051,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",-0.8656671035234016,0.2854463925057771,0.2283715123406664,0.2240130472136242,0.1986180340673071,3.0,-1.280003678523535,0.3150452299797824,0.2545818889381633,0.1706081538146661,0.1175431895246136,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.198644981432542,0.1870303690934391,0.1483313584250822,0.456498997954607,0.4607950482821382,4.0,0.1431050635864116,0.1934822735415811,0.1564291896166696,0.4101195969210185,0.4224330880677629,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2474893136475834,0.1831752449384954,0.1501193796547501,0.5176271921232403,0.5149208472744936,4.0,0.2829062701319443,0.1689509908108611,0.13385558768529,0.5722861962645713,0.5932153047093707,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2929986632594702,0.1760889640013783,0.1392590553757307,0.5456748774998378,0.5587874560778071,2.0,0.327265161993742,0.1693874522873349,0.1389100833778368,0.5822278819537801,0.5405386290800472,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3187451531016952,0.1736478137202439,0.139573756829175,0.5686478018003686,0.5632244564722403,3.0,0.1640387164275677,0.18491756055042,0.1531534213170642,0.4107995257554027,0.3829975796553005,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2865798996363883,0.1791533703207463,0.1460774172840828,0.5579934292747296,0.5529184914155447,0.0,0.2159442253220789,0.1724076301766015,0.1393209560453526,0.5664298707363221,0.5775816130111184,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2878483388705349,0.1760730239142738,0.141907242661178,0.5374984758153452,0.5511859494285923,1.0,0.3298403979385781,0.1713239330882006,0.1315699376603829,0.5821243441781959,0.5592522316786561,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1468361442517113,0.1922451189565998,0.1556379479593529,0.3968142080172205,0.411642810196874,4.0,0.155192201035349,0.1948315553459259,0.1566174230176293,0.4125263069840901,0.4025538445043089,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0302122607481979,0.203837123568857,0.1630327885876355,0.3375318361258724,0.3410018995067061,2.0,0.0197139336638587,0.2144909632065416,0.1740107115107281,0.3205177822517687,0.3930447777197002,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",-0.1236727395598025,0.2226842221790728,0.1793828729040726,0.2393516506465379,0.2392328097738442,1.0,-0.0333893124113791,0.2071652789433378,0.1659562644846952,0.3040017610179183,0.33198973369252,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0844592308834353,0.1998581310103416,0.1622302565077301,0.3516039663503186,0.3566539482603676,0.0,0.2163881263729177,0.18487247575421,0.1535617878321168,0.4975974008522179,0.4609820004556846,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1589127602300788,0.1904241649268285,0.1551276664652185,0.4071081755396178,0.4131705150335483,3.0,0.1548050346224911,0.1967281273420584,0.1551109975354966,0.4082605610759727,0.37341012960208,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2913344874725623,0.1737429595337285,0.1413375359632074,0.5498095102964938,0.5308017302305523,4.0,0.2010976393090583,0.1920882964311948,0.1497402031266452,0.4499737561395734,0.4608244625838728,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2218919472213343,0.1813863294962457,0.1491766492808733,0.5121731840441353,0.5231847135740619,2.0,0.2992962849570415,0.1854992064248155,0.1564532163540619,0.5933138805906157,0.5535799432900526,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2418983308813052,0.1798542014950102,0.1474603377718379,0.5495763367745121,0.5435176225002869,3.0,0.2238005343050552,0.1923116010839193,0.1590056401733006,0.4976667782383156,0.517732203717948,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2306009882045864,0.1799500431387716,0.1471894681758445,0.5159877957316197,0.5265630610199664,1.0,0.2754419802076252,0.1886048812360302,0.1494602150538012,0.542368810887626,0.5574710628711157,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2229594288144535,0.1851578325784376,0.1526090383484865,0.502416595970518,0.5064853532220024,0.0,0.3390650105678836,0.1657890660135312,0.1334249494162369,0.6492943205250613,0.6333380884081737,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",-1.8158479297389007,0.350813964753373,0.2802131897642982,0.2093011957083661,0.2046324335869104,4.0,-1.4245454992790365,0.32468115037311,0.2631733713093677,0.1618981130345574,0.1516424751718869,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2129346666441371,0.1840364782360873,0.1466020503251077,0.4727912942196011,0.4557384499984008,3.0,0.1829363456849425,0.1937902277821504,0.15117379323578,0.4430776064521685,0.427211075817887,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1591191616052466,0.1903593001542424,0.1539162094979254,0.4275511572013765,0.4279474597064174,2.0,0.0933018837535898,0.204079462024601,0.1610003122280699,0.3723729111941241,0.3942409499685041,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1845350694785559,0.188752938924204,0.1510917122547688,0.4418012094461051,0.4475127399017127,1.0,0.1905351076104947,0.1875368510582717,0.1497031355318483,0.4456553097097081,0.4303405572755417,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1673724339013067,0.1862463171106636,0.1472161899644313,0.4297691137610319,0.4377887306941093,0.0,0.281716015549607,0.1925502990046553,0.1567203610656219,0.5346693176257802,0.5175639633843968,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2946576095031324,0.1714789774128067,0.1349622287600723,0.5435327732434045,0.5614564372237001,0.0,0.2457670744083628,0.1953800425885693,0.1561453409298675,0.5404463657736952,0.5463853138211452,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.294693483446759,0.1740100026690612,0.1382021059698558,0.5452495271481567,0.5515235527993636,1.0,0.2811055726275189,0.1829939530369942,0.1494196014587352,0.5351822075887702,0.5444538765445137,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2161528580660684,0.1856124769705461,0.1516920692516172,0.5198023609277447,0.534484204596462,2.0,0.2943535395111847,0.1718314595068354,0.1399060179050775,0.5714557210110072,0.5864232344268404,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.19081412997134,0.1902490356340243,0.1572213525012151,0.506126217773835,0.4952433932616981,3.0,0.1425761748933742,0.1798531680036553,0.1477849545782577,0.5886875321868561,0.54970310535466,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2827939540363821,0.1751742250934309,0.1393970574356202,0.5436177448629405,0.5452392377781822,4.0,0.2055205431507283,0.1935822391008885,0.1488498995039249,0.4710355894087768,0.4835287916116122,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999263342346604,0.0017920202858985,0.0012760961186852,0.9999666156983176,0.9999399923990372,0.0,-0.4180749000305008,0.2241490926675381,0.1565901692541847,0.3598711046239466,0.5234547184063006,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999939387266034,0.0015349483999486,0.0010693610443935,0.9999718088537196,0.9999436306407194,1.0,0.2641285088998144,0.2630765006725148,0.1893973684398237,0.6661650061443443,0.7031593406593406,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999561991869612,0.0013884593620181,0.0010150933879856,0.999979467915942,0.9999220596745296,4.0,-0.2285300490778923,0.2029378401055877,0.159740920918533,0.4644157832673446,0.4852762296548913,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.999934556454043,0.0015978877077592,0.001114397735943,0.9999693011480496,0.9999326970741972,2.0,-0.2134386526100129,0.2967811226406903,0.2360760098346413,0.2061164560039357,0.2152875746066196,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999459746029348,0.0015559377957144,0.0011181854924808,0.9999745378235252,0.9999416702664184,3.0,0.1238014308819621,0.1631631469096477,0.1231011824873953,0.6158731814303449,0.6451760618513297,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999343453461094,0.0016941948416175,0.0011935304558636,0.9999691132989694,0.999943733818314,0.0,0.5499563616720902,0.1068503971288559,0.0786400468494555,0.7432069363405605,0.7107142857142856,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999146201483472,0.0019571331435804,0.001302878770449,0.9999609956986416,0.9999435761439937,1.0,-0.5592490614473709,0.2352438983079569,0.1688222144461445,0.4009634064650859,0.526228716407326,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999429688139228,0.0015765018589096,0.0011073026957932,0.9999740030941549,0.9999594283237276,2.0,-0.1043953486984843,0.1962425215879351,0.1360046266982169,0.3794316199614403,0.4764682855801153,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999248508351132,0.0016733758389876,0.0011529284745658,0.9999662668765938,0.9999406105396672,3.0,-0.1901030093312723,0.2429519588759852,0.1972181024526602,0.3980541082397891,0.4491071690153224,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999362902860318,0.0016774170754617,0.0011934754623609,0.999970133347708,0.9999428201934718,4.0,0.0723804052662955,0.1766585244087095,0.117528128347231,0.5001179479968292,0.6463510580575149,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999372474363116,0.0018119887181813,0.0012533996976013,0.9999711871390382,0.9999284646594064,2.0,0.2242623900063617,0.1756784253209558,0.1352902918876203,0.6068022660676564,0.6126186091913526,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999372474363116,0.0018119887181813,0.0012533996976013,0.9999711871390382,0.9999284646594064,3.0,0.2242623900063617,0.1756784253209558,0.1352902918876203,0.6068022660676564,0.6126186091913526,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998739489835234,0.0020631904222698,0.0014320347736962,0.9999391971688698,0.9998082673969938,0.0,-0.2708141704965898,0.2035390949300759,0.1573711590259364,0.5319269000413491,0.5705849411876451,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998467753550754,0.0025542530870398,0.0017121728427954,0.9999291406577244,0.9998856252415615,4.0,-4.198043314092873,0.4191695803317181,0.371628143183115,0.4547296644044181,0.5043788269416694,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998163447562968,0.002856140441804,0.0018114543147941,0.9999114273876382,0.9998757545282768,1.0,0.1132897916900997,0.1790195462837823,0.1246676809168447,0.5361423056688283,0.622327726532827,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999509623973803,0.0014821681268885,0.0010499875435483,0.999976880998904,0.999953019801844,2.0,0.2591565839559392,0.145637965223219,0.1108684826677764,0.7005259659278668,0.6954670329670328,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999424882711092,0.0015917613325314,0.0011051330702763,0.9999726137788816,0.9999203555570986,3.0,-2.3968540221066155,0.3067641117529919,0.2545411899837355,0.2138515140360597,0.2114986597221385,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999327335170078,0.0016335067881344,0.0011457220864617,0.9999682782151968,0.9999292545625134,1.0,-0.13726718715995,0.2682891457547181,0.2034648420486574,0.2584539257717209,0.3420787545787546,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999480231411836,0.0015138614673941,0.001055047545587,0.9999754359856656,0.9999241533166376,0.0,0.0702010652300438,0.1762927514563018,0.1368358698501453,0.5744914222355726,0.5900032966929879,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999561991955712,0.0013884592255542,0.0010150928682744,0.9999794679152204,0.9999220596745296,4.0,-0.2285300490778923,0.2029378401055877,0.159740920918533,0.4644157832673446,0.4852762296548913,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999452159459342,0.0015497639372519,0.0011062597785479,0.9999741970591776,0.9999486175578004,4.0,-0.8101659282515623,0.2200641179883378,0.1646183066179442,0.2024289258519726,0.2660714285714285,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999496724358004,0.0015120461118922,0.0010944770767372,0.9999763004350868,0.9999079883451903,3.0,-0.1388337213471655,0.1997170416560094,0.1558742483164092,0.5077319667399254,0.5370769975874977,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999509623973803,0.0014821681268885,0.0010499875435483,0.999976880998904,0.999953019801844,0.0,0.2591565839559392,0.145637965223219,0.1108684826677764,0.7005259659278668,0.6954670329670328,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999345564799148,0.0015978873919123,0.0011143979355121,0.9999693011533392,0.9999326970741972,2.0,-0.2134386526100129,0.2967811226406903,0.2360760098346413,0.2061164560039357,0.2152875746066196,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999070164305366,0.0019897692825958,0.0012864524755361,0.9999574011702506,0.9999402101612828,1.0,-4.19221048526291,0.4189343350162767,0.3713809045135705,0.456552714063584,0.5066295813435678,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9999284120706922,0.0017065092931383,0.0012095874026308,0.9999684989874366,0.99994554853974,2.0,0.0928063621026128,0.174954706365456,0.128019498127551,0.3879941584226949,0.4958775232180001,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9998668662049872,0.0022946504959573,0.0015508071428559,0.9999367583833512,0.9998958594143368,0.0,-0.3683053272944747,0.3127015345565576,0.2414053804019618,0.6779473982242631,0.7149267399267398,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9997428456567178,0.0033169824264521,0.0020978337760318,0.9998776407747564,0.99982769022435,4.0,-0.1452966466432816,0.1999070637488838,0.1370186379719525,0.3634209729696742,0.4847053599057988,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9998107050712663,0.0029057969058635,0.0019129521020535,0.999908826457202,0.9998604007142644,3.0,-0.1633296934791965,0.1797942741011989,0.1322449118354677,0.6560231815325819,0.6994047619047618,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9997455438098124,0.0033300043096427,0.0020627157160914,0.9998795081624056,0.999813957510778,1.0,-0.1015500887636602,0.1959895682067127,0.135395380750705,0.3846714427947272,0.4758411947382299,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999452161124672,0.0015497615817577,0.0011062586477979,0.9999741970925146,0.9999486175578004,3.0,-0.8101659282515623,0.2200641179883378,0.1646183066179442,0.2024289258519726,0.2660714285714285,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999469624961792,0.0015158550667782,0.0010614743974421,0.9999752516002862,0.9999517965531411,4.0,0.4134440236863317,0.1394457533495015,0.0965174182852859,0.651181260465993,0.701587086272382,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999561993694476,0.0013884564696649,0.0010150911563455,0.9999794679754932,0.9999220596745296,0.0,-0.228530049438657,0.2029378401353846,0.1597409210349483,0.4644157838016315,0.4852762296548913,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999343455712728,0.0016941919364854,0.0011935294521122,0.9999691133485308,0.999943733818314,1.0,0.5499563549475064,0.106850397927139,0.0786400483919585,0.7432069329755032,0.7107142857142856,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999459730599132,0.0013482233255296,0.0009600656774694,0.9999744176397448,0.999902574593162,2.0,-1.4569212358915018,0.2882815122111195,0.2324302927092655,0.3523807295064348,0.4365943515073389,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999379672182256,0.0016559830749329,0.0011759497546328,0.9999708875534946,0.9999376400035306,0.0,-0.220818162391768,0.2091074601969761,0.1474518724911417,0.478047206183739,0.6036353771025502,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999941960020934,0.0016056153663997,0.0011140695007061,0.9999725101356418,0.9999423061288212,1.0,0.0397832919135507,0.1862920094228948,0.1284341873145935,0.5087402538405913,0.5900705371676614,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999933724290754,0.0016190101910926,0.0011247347162887,0.9999689028344436,0.9999382997983224,4.0,-0.5026048432743062,0.3276882701591642,0.2569106986851312,0.6547522802090365,0.6894230769230768,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999248509583828,0.0016733744665391,0.0011529267944692,0.9999662668295451,0.9999406105396672,2.0,-0.1901030093381448,0.2429519588766867,0.1972181024526602,0.3980541082600198,0.4491071690153224,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9999478121191846,0.0014259904855482,0.0010002177075706,0.9999757145931324,0.9999551865313346,3.0,-0.1928877302122147,0.3310665659035205,0.2649894515835383,0.1303675755680179,0.275091575091575,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999891216518022,0.0020536663935258,0.0014181013525995,0.9999499435137262,0.9999266489871916,0.0,0.0250003972565896,0.2228226087707338,0.1816912630521248,0.3737772656115685,0.4047086553416202,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9998107051719268,0.002905796133262,0.0019129518776563,0.9999088264400936,0.9998604007142644,4.0,-0.1633297116603189,0.1797942755061582,0.1322449171905725,0.6560232023172955,0.6994047619047618,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9996365852528116,0.0040244390124139,0.0024644947981935,0.999823831047154,0.9998081240662428,3.0,0.0125523007343091,0.1641108828848633,0.1280901179552334,0.75597115074333,0.7618131868131868,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9997712156871652,0.0031306060687069,0.0020882620868542,0.9998910234944772,0.9998638399674236,2.0,-1.0654419921671918,0.1451528531789219,0.0980274928548104,0.6781588333090902,0.7630494505494505,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9999372475155632,0.0018119875739812,0.0012533974191872,0.9999711871309314,0.9999284646594064,1.0,0.2242623900063617,0.1756784253209558,0.1352902918876203,0.6068022660676564,0.6126186091913526,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3350972561605163,0.1726125265177249,0.1370641951914025,0.5788759099328501,0.5794316649406962,4.0,-0.5095274109509944,0.2141614531067076,0.1633198943431559,0.1310537397100991,0.1522496143014656,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3361137155981046,0.1681304840564794,0.1356373557223821,0.5797532516932333,0.5512857082042285,3.0,-4.292570664713436,0.4229637456788564,0.3891184586450954,,,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2822828837735315,0.1780162609358096,0.1411259940683246,0.5313031116471882,0.4331627524912912,2.0,-0.370391472571236,0.1996514650559453,0.1709406556167808,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4152389385563754,0.162810991980831,0.1293148925999515,0.6443904202703875,0.6402256340625125,1.0,-0.5410973980446041,0.2344890142377403,0.1677083048490593,0.1045248101421831,0.1237244302154669,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2959678763384041,0.1619674156255234,0.1303616666334645,0.5440293740887743,0.545621830180318,0.0,-0.0355645138796245,0.2266296396808978,0.167799629619911,0.5113260264926192,0.4133938323672283,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.327950524074568,0.1735135831063929,0.137802229056561,0.5726697002223515,0.5742849723305739,3.0,-0.1794642172790344,0.183761181554048,0.1553057230242997,0.2771324414778,0.2605160066936189,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3600373062320613,0.1669996704857112,0.1342395123886866,0.6000311683998177,0.5833841780936064,2.0,-0.2480468672224254,0.2086153584560108,0.14894427550554,0.126575915314239,0.145127622001261,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2958191539591333,0.175604492588456,0.1407522797377024,0.5438926539033193,0.538709161695366,1.0,-1.0095645184303472,0.2031020923674902,0.1845970969224223,-0.3217886573463498,-0.3400241386066066,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3534704114857396,0.1666666112403483,0.1344791536069305,0.5945338632781344,0.5657808736450776,0.0,-0.2728342429048154,0.2097549921163912,0.1481317736521055,-0.0534105321581818,-0.0758903571148785,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3313577768928029,0.1659509254068191,0.134613819050917,0.5756369301794172,0.5427263049457399,4.0,-0.0286523596458527,0.1912050852432529,0.1569642851710124,-0.0289488345773953,-0.0089302887385782,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3534704114857396,0.1666666112403483,0.1344791536069305,0.5945338632781344,0.5657808736450776,0.0,-0.2728342429048154,0.2097549921163912,0.1481317736521055,-0.0534105321581818,-0.0758903571148785,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2418050361980847,0.1718787729497283,0.1373955593807257,0.4917368298217474,0.5047151672611767,2.0,-0.0645029889136654,0.3127439958994152,0.2626828213752527,-0.8029545359545911,-0.820456254846787,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2546503429709328,0.1812846982728691,0.1452310326926304,0.5046290559959511,0.3877415943016673,3.0,-0.1067724620134202,0.1923397761332222,0.1686030380202716,0.5110779907685681,0.4630031309029934,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2662732680470343,0.1704508674425654,0.1353339032898415,0.5160167925171315,0.5351118615281154,4.0,-0.2883636548212318,0.3148482983730331,0.251862526852438,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2862285921367196,0.1703995058157821,0.138875820040379,0.5350034668096099,0.5085517603679011,1.0,-0.0006627677000785,0.183746680606743,0.1451752952738908,-0.1750863781314603,-0.1945183744772146,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.3288454019395059,0.1722489369133773,0.1374315991487705,0.5734504918650423,0.569486475275396,0.0,-0.5117363877582117,0.2326923307103867,0.1654873979321842,-0.0457996584920269,0.1063480006692062,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4258035431740536,0.173328511293492,0.1401184618026601,0.6525363066762618,0.5745484079402845,3.0,-0.0024066563660631,0.1997022587676422,0.1738365383119687,0.4757493204534082,0.4938480598312979,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.327950524074568,0.1735135831063929,0.137802229056561,0.5726697002223515,0.5742849723305739,1.0,-0.1794642172790344,0.183761181554048,0.1553057230242997,0.2771324414778,0.2605160066936189,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.1042833867848341,0.1739207708515484,0.1372825114457832,0.3229299476922789,0.3214924184205701,2.0,-0.6351506030063545,0.2308796705354068,0.192403068638162,-0.3297783038182016,-0.2307042007025248,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.2956847730296786,0.1754745493959802,0.1410244798021867,0.5437690958591006,0.5370416541335309,4.0,-0.5381246019430326,0.197535240940773,0.1597247627093001,-0.5048316177333951,-0.5464069491041489,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.2662732680470343,0.1704508674425654,0.1353339032898415,0.5160167925171315,0.5351118615281154,4.0,-0.2883636548212318,0.3148482983730331,0.251862526852438,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4258035431740536,0.173328511293492,0.1401184618026601,0.6525363066762618,0.5745484079402845,3.0,-0.0024066563660631,0.1997022587676422,0.1738365383119687,0.4757493204534082,0.4938480598312979,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.4258035431740536,0.173328511293492,0.1401184618026601,0.6525363066762618,0.5745484079402845,2.0,-0.0024066563660631,0.1997022587676422,0.1738365383119687,0.4757493204534082,0.4938480598312979,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3463011783292669,0.1672380479668927,0.1351233352679434,0.5884736804076517,0.5711040186266471,0.0,-0.2534539510002696,0.2091333708233311,0.1472731547946227,,,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3361137155981046,0.1681304840564794,0.1356373557223821,0.5797532516932333,0.5512857082042285,1.0,-4.292570664713436,0.4229637456788564,0.3891184586450954,,,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3310816418641404,0.1733264183825434,0.1377386276533818,0.5753969829561796,0.5739176697955135,1.0,-0.2943031463117325,0.2083407758106614,0.1582500280017537,0.1248021313823569,0.2267504274063646,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3361137155981046,0.1681304840564794,0.1356373557223821,0.5797532516932333,0.5512857082042285,3.0,-4.292570664713436,0.4229637456788564,0.3891184586450954,,,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.4114553708834551,0.1624921459204414,0.1295386197941068,0.6414479379057617,0.626710824830124,4.0,-0.5925531709523371,0.2377429200364468,0.1686261539036867,0.0285859068839853,0.0465129436900251,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2786690619380456,0.1781801691753035,0.1417283614059701,0.5278912383929376,0.4123274751621856,0.0,-0.4027135804614139,0.216847611484905,0.1855944295741063,-0.0978820175333686,0.1993234560203556,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.2546503429709328,0.1812846982728691,0.1452310326926304,0.5046290559959511,0.3877415943016673,2.0,-0.1067724620134202,0.1923397761332222,0.1686030380202716,0.5110779907685681,0.4630031309029934,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2776358932753769,0.179296440414734,0.1422075374361823,0.5269117667788987,0.4374223425537826,3.0,-0.2783275439861061,0.1959776982441808,0.1729194618341644,-0.3718867523068354,-0.3448602539303295,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3534704114857396,0.1666666112403483,0.1344791536069305,0.5945338632781344,0.5657808736450776,2.0,-0.2728342429048154,0.2097549921163912,0.1481317736521055,-0.0534105321581818,-0.0758903571148785,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4258035431740536,0.173328511293492,0.1401184618026601,0.6525363066762618,0.5745484079402845,0.0,-0.0024066563660631,0.1997022587676422,0.1738365383119687,0.4757493204534082,0.4938480598312979,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2736677474801701,0.1697419736363441,0.1344445370549755,0.5231326907656348,0.5395243876144854,1.0,-0.02416434205374,0.2545989884102945,0.200866147479715,,,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.2662732680470343,0.1704508674425654,0.1353339032898415,0.5160167925171315,0.5351118615281154,4.0,-0.2883636548212318,0.3148482983730331,0.251862526852438,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.327950524074568,0.1735135831063929,0.137802229056561,0.5726697002223515,0.5742849723305739,2.0,-0.1794642172790344,0.183761181554048,0.1553057230242997,0.2771324414778,0.2605160066936189,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2625260850695637,0.1777414149900714,0.1438227095925974,0.5123730440644559,0.4974800372289921,3.0,-2.575806990995832,0.1909880129395816,0.1777391376875696,0.1015416439471208,0.0608998457205862,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2776358932753769,0.179296440414734,0.1422075374361823,0.5269117667788987,0.4374223425537826,1.0,-0.2783275439861061,0.1959776982441808,0.1729194618341644,-0.3718867523068354,-0.3448602539303295,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.2736677474801701,0.1697419736363441,0.1344445370549755,0.5231326907656348,0.5395243876144854,4.0,-0.02416434205374,0.2545989884102945,0.200866147479715,,,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3463011783292669,0.1672380479668927,0.1351233352679434,0.5884736804076517,0.5711040186266471,0.0,-0.2534539510002696,0.2091333708233311,0.1472731547946227,,,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3288454019395059,0.1722489369133773,0.1374315991487705,0.5734504918650423,0.569486475275396,2.0,-0.5117363877582117,0.2326923307103867,0.1654873979321842,-0.0457996584920269,0.1063480006692062,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3266294718334679,0.1733096796810881,0.1379551040351148,0.5715151330967595,0.5742154928488307,3.0,-0.5569682842244053,0.2080004779753062,0.1486062700797265,0.1442634616974803,0.1353329904901916,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3291595657293633,0.1731018689904797,0.1379066681498167,0.5737243400953214,0.5739412067027602,0.0,-0.4739374871190671,0.2206949854880784,0.1557235501961051,-0.0671207798600514,0.0926959221920106,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2959678763384041,0.1619674156255234,0.1303616666334645,0.5440293740887743,0.545621830180318,1.0,-0.0355645138796245,0.2266296396808978,0.167799629619911,0.5113260264926192,0.4133938323672283,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3350972561605163,0.1726125265177249,0.1370641951914025,0.5788759099328501,0.5794316649406962,4.0,-0.5095274109509944,0.2141614531067076,0.1633198943431559,0.1310537397100991,0.1522496143014656,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999592982713736,0.0013428125181406,0.0009610709834654,0.9999810601691644,0.9999565104792724,3.0,0.8047679712108741,0.0893789369523777,0.0636108724010636,0.8973597460546612,0.9126559714795008,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999307358337486,0.0017594916316004,0.0011950405939031,0.9999681789287654,0.9999500618552022,2.0,0.7852958522077738,0.0914563429148071,0.0608781980251238,0.8891265383221829,0.9206170506480102,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999529480292112,0.0013865448959521,0.0010205271212351,0.9999782802608038,0.9999449545449388,1.0,0.817043106084874,0.1000213468150782,0.0655999827414085,0.9071150488820724,0.9292985136638386,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99995228583225,0.0014590326538981,0.001062752707306,0.9999779376363034,0.9999525897158376,0.0,0.840241086565189,0.0797188111646264,0.0574687352395754,0.9230395017611224,0.9334968437135618,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999502221303987,0.0014948612994471,0.0010780432597304,0.9999771365627452,0.9999522801818822,4.0,0.7840811153894218,0.0909053457280083,0.0609636652733528,0.8958455956833127,0.917500971680538,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999943731709496,0.0015910460730233,0.001085732536323,0.9999737028744368,0.9999549628094954,4.0,0.8044856050370247,0.0860702719650297,0.0597991565217613,0.903876984689764,0.9306722689075628,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999537323266394,0.0014205059437148,0.0010301511064608,0.9999786407867572,0.99995888357293,0.0,0.796084101916185,0.0945342917097848,0.065759516041858,0.8941181635926561,0.9153800276091296,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999558863252598,0.0013802267808673,0.0009587711850212,0.9999795226138112,0.9999519190589344,2.0,0.7911825726844034,0.0968371362955467,0.0663763159987772,0.896071559879685,0.9298245614035088,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999468483852212,0.0015310228609484,0.0010809680613221,0.999975270027266,0.9999405178915788,1.0,0.8002252433288407,0.091349289150857,0.0630180333068482,0.8955948275674108,0.9135639901893772,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999428862294032,0.0016034062650498,0.0011256048232561,0.999973434794696,0.9999427362182588,3.0,0.7364780759790052,0.099881440513236,0.0672929316432376,0.8732521021742456,0.8891312505863588,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998823239156948,0.0022204570910296,0.0015206015551336,0.999943913569495,0.9999032061514616,4.0,0.7980720249820759,0.1012236904264228,0.0667564100681411,0.8945762094695415,0.9307861900741158,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998813154865808,0.0022483397788936,0.0015666138213274,0.9999427589228992,0.9998761864178566,3.0,0.8055647968247535,0.0961114607904928,0.0631165731914521,0.9022782800486668,0.9197324862959536,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998746386726276,0.0023045087459242,0.0015559090228811,0.9999395935323724,0.9998859367374504,2.0,0.8340572538512532,0.0888983475869752,0.0618861596537192,0.9135550861295676,0.9325988768713226,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9998386341746124,0.0026192929547791,0.0017454522146449,0.9999223821777764,0.9998815000840904,0.0,0.8723534677339874,0.0784590845508135,0.0561100925324242,0.934017559863666,0.939487756825218,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999067022550836,0.0019915188802062,0.0013661651470848,0.9999552469671844,0.9998965124809251,1.0,0.8135749518332727,0.0947488372484418,0.0674823155189843,0.9028675997832822,0.9220611689651936,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999561406955572,0.0014008127025096,0.0010091733114253,0.9999797816076657,0.9999490816643436,0.0,0.7766556142291078,0.0933058621279229,0.0667960074273363,0.8817258484289624,0.8922305764411027,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999575374352558,0.0013434906564857,0.0009792438279496,0.9999807388837988,0.9999518158809492,4.0,0.8145324050809246,0.0946356228714748,0.0643841625280063,0.9026083612565966,0.9153632744964012,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999517636845066,0.0014329651015758,0.0010199834869634,0.999977695817448,0.999946811748671,3.0,0.8325600240647644,0.0895684808854141,0.0631833946412085,0.9135278860940872,0.9296603808987708,3.0
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random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3339380809883646,0.1721986147212975,0.1364776933326853,0.5778738167741628,0.5721676346909721,3.0,0.2379711619319713,0.1750320359476723,0.1407744662338736,0.493510638174501,0.5086332269517598,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3197421800535723,0.1719756849026576,0.1376447861048715,0.565457578303547,0.5618321305997387,4.0,0.3036848553681286,0.17582766353739,0.1396829393847744,0.5569034439074214,0.531762222680358,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.3228587845844564,0.1698262875438708,0.1357152678258223,0.5682067142088307,0.5584533846516231,0.0,0.280321226665168,0.1855163034809437,0.1473487419846759,0.5505753588748781,0.5449561302996574,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3277032088507781,0.1716661099703994,0.1358183057616482,0.572453756263708,0.566936730480022,1.0,0.2681087313159277,0.1771886930973781,0.1457889593036321,0.5265854114384619,0.5382620981811792,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.312795949058735,0.1731853250931265,0.1405844279919579,0.5592817128129058,0.5462589173256599,2.0,0.3267923825323102,0.1714740701763243,0.1295690685148484,0.575595315949454,0.6174596877053197,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3215107480265713,0.1712205587066464,0.1376101803331153,0.5670192563256284,0.5610119063506225,3.0,0.2888280945976613,0.1794839365451488,0.1376181807729672,0.545095573490407,0.5473618076390913,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.3265307524955161,0.1739448043934617,0.1387623442576255,0.5714287571731509,0.5624573061328303,4.0,0.2595925817645118,0.1688744017612053,0.1322697203810629,0.5142264313061033,0.5076163978540856,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.336727561090793,0.1703230609987218,0.1363243404196966,0.5802823872945511,0.5704330325149924,0.0,0.2248613378170851,0.1832805250536539,0.143840225130375,0.4820199588947901,0.5177700124371137,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3162399663913777,0.1710941620979614,0.1361394497500716,0.5623522621144703,0.5590030318827066,0.0,0.3074864441829943,0.1803511926378498,0.1478574731935104,0.560539750077641,0.5523420881987675,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3507663209422645,0.1676068755831012,0.1346430058892423,0.5922553602750232,0.5815682242613838,4.0,0.1665389006985681,0.1934041162703051,0.1486895970170063,0.4575933754428139,0.4730654947632188,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3208812865369265,0.1712014252421672,0.1377246921514006,0.5664639003139613,0.5589951517765723,3.0,0.292544117596788,0.1794122879373283,0.1374509417393072,0.5443834976187638,0.5645184650460194,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3038836359496722,0.1717865234772232,0.1376465120685631,0.551256469605029,0.5467243777654845,2.0,0.353263929171666,0.1773689626517146,0.1417570918133416,0.6181617366414055,0.6121251816251893,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.3030486468553753,0.1755160349880541,0.1398853722748934,0.5504986324911018,0.5462983799853212,1.0,0.3660730683473008,0.1621621033965973,0.1335947810587601,0.6147629116815567,0.6093441771729042,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3047739180347443,0.1734477493387041,0.1387766736648211,0.5520633824906298,0.5504619836692225,0.0,0.3566973349569209,0.1705554956571947,0.1377429492761625,0.6071161958950068,0.5956790401931583,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3445169633370423,0.1699062251685215,0.1360014744266746,0.5869557303579569,0.5764928390852112,2.0,0.197294426917632,0.1835383636731224,0.1418358663456209,0.4502754756700513,0.4941218213046002,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3221204186730405,0.1696366159795125,0.1355675166155757,0.5675565855189201,0.5645155424314952,1.0,0.2822294805191526,0.1866229014577501,0.1457527515444004,0.5400452818354493,0.536255306917483,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3093749043603065,0.1741170496365815,0.1375441649597191,0.5562148564345082,0.5574325881718816,4.0,0.3439678557332345,0.1673864072417741,0.1371783474354602,0.5883145489783398,0.5699587208621998,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.3066910690811326,0.1726943115344217,0.1383716832453071,0.553797042294037,0.548439473985126,3.0,0.3518238568013473,0.1731336009448407,0.1381572100694395,0.5949232334734913,0.595400530603596,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3046782007479164,0.1741468772337082,0.1390541436690355,0.5519766913067341,0.5461700742428478,0.0,0.3345273882047179,0.1679646094193189,0.1333528305528653,0.6036501511782202,0.5761772655911643,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3283939879623605,0.1691217921572087,0.135876401840255,0.573056766600627,0.5670982623675311,1.0,0.2756173711131443,0.1863910319590808,0.1443548870112484,0.5257134191792343,0.5188651059767313,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.3089641005894001,0.1724134386031962,0.1380379266834954,0.5558454767839087,0.5524714096710561,2.0,0.3400210483954985,0.1745373082233384,0.1393404696969898,0.5870896586216972,0.5548456503607048,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.2831768378803924,0.1753329011920439,0.1409565583297155,0.5321436903437236,0.5317514016652795,3.0,0.436644610355044,0.1623262982079898,0.1297631829617677,0.6680154590668764,0.6586703662892412,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.305846556312219,0.1756105875240315,0.1394224811125859,0.553034035441436,0.5547433455866058,4.0,0.3622687211341269,0.1608531935498242,0.1307532925176944,0.6079180995594793,0.5779564064912462,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.969625419725458,0.0363825745608446,0.0264347686333958,0.9862624776198908,0.9858673103327518,4.0,-0.0253329055634168,0.1890876997992737,0.1383110157824656,0.3909769986134211,0.4972757302317405,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.968165997855658,0.0359860664838501,0.026495509914242,0.9859496129363758,0.9847579952894148,3.0,0.1824018505823317,0.1660908018058202,0.1254562312421811,0.4589598480705903,0.540822664283831,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9739337711068344,0.0369299615136424,0.0271084818634153,0.988178059681705,0.986733931240658,2.0,0.2305548655058106,0.1749644576993051,0.1363936891684343,0.5615872475864354,0.570056394929467,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9689723935248364,0.0340020852648758,0.0248801462089639,0.985978587321116,0.9864969720717388,1.0,0.1270347783184541,0.2080782081921774,0.1696421810356048,0.4309268510999373,0.4917740895907186,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9815902074729178,0.0286231901358065,0.0200718437618608,0.99158716753596,0.9903263469025472,0.0,0.0322847270846134,0.1705137387009115,0.132023735616073,0.6458852509009392,0.666995707895784,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9791576231058368,0.0303006067907113,0.0211828871010837,0.9905069251947308,0.9921299913881102,0.0,-0.3453922859026768,0.1999036540193803,0.1543889746486975,0.7080254811122573,0.7396062271062269,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9836095412088492,0.0269016289492054,0.0188693398351887,0.9925777301740908,0.9913018285669642,1.0,-0.0236982352528747,0.1725584197607542,0.1347964881555693,0.5944719500110105,0.6069966724135853,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9675418433174154,0.036337135097506,0.0268582295216319,0.9856516363988612,0.984972998481765,4.0,0.1449369064079485,0.1698535830181327,0.1280256618724247,0.4393648442640255,0.5210097266574869,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9829186877416582,0.0274627256961653,0.0191719364601216,0.9922211135359312,0.9908297128025728,3.0,-0.0267591230651083,0.172816204582018,0.1348320623787499,0.595857586925244,0.608996037439366,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9657271755009542,0.0382009852170324,0.0282071009568421,0.984894462683108,0.9839254751690664,2.0,-0.746471196308405,0.2429688088125588,0.2123219711957228,0.5493366253011698,0.6111102159200773,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9792724843967034,0.0302560240971758,0.0214064766928444,0.9903559412521008,0.99106563545825,4.0,0.4018901701418826,0.141853518235395,0.107173876972244,0.637037699440335,0.6717715680954964,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9829330486282134,0.0274511788076281,0.0191268646517273,0.9922685827989236,0.9910842711990936,3.0,-0.0257936676567174,0.1727349364563085,0.1349074695621564,0.5956347246402132,0.6081164172986269,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9685823520787736,0.0342151343007551,0.0249748423142457,0.9857917500371348,0.9861228852013744,2.0,0.123261624480126,0.2085274039572592,0.1699018281855802,0.4257283386430106,0.4864749655758356,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9795877746464318,0.0302777349222693,0.0212195259979191,0.9905072879851244,0.9916368661788728,1.0,-0.042740598877246,0.1870012093258704,0.146043011334819,0.5291364021937047,0.5647431789049624,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9801210049406588,0.0296443872677137,0.0207855123468819,0.9907464113109974,0.9912894117550294,0.0,0.3996775612744708,0.1466345546769228,0.1125508546555095,0.6322808688450372,0.6466359196961476,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9815233208724604,0.024979175272562,0.0174637572326493,0.9917819870449036,0.9901286463916944,2.0,-0.277999877840059,0.2041137307544458,0.1567106370840637,0.5290426144965175,0.5812289765260481,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9788034583948376,0.0308195114996931,0.0213691502353326,0.9902110997081864,0.991633500802034,3.0,-0.4540680916234736,0.210190544511755,0.1693707548421166,0.5134815821181375,0.5198260073260073,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9794009825085254,0.0303820098328034,0.0212133616430689,0.9905171256998232,0.99176684064702,1.0,-0.4440443705800514,0.2094648099444062,0.1692020418313237,0.5141647842826051,0.5193681318681318,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9796419594285416,0.0299994472685066,0.020952618423612,0.9905155128286708,0.99112139170113,4.0,0.3828776340884317,0.1486721697077915,0.1151119898866207,0.6193369070062864,0.640491047205643,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.97926600021316,0.0284416239034654,0.020008784137632,0.9902521008625892,0.9913652560627204,0.0,0.0214472798769729,0.2665136610738143,0.197051371562909,0.4269284994292781,0.4874525230602278,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9737381793800194,0.0370682572276283,0.0271727172147173,0.9879781656002048,0.986283365364083,2.0,0.2244953638087685,0.1756520429826186,0.1370994607919682,0.5583114418258739,0.5689140904482185,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9811144385514832,0.0289906891073698,0.0201747514350494,0.9914500961332,0.990149588322866,1.0,0.0395837423749422,0.1698694695980449,0.1312949497506326,0.6456489893275952,0.666711376085585,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.982740009039075,0.0276059886492837,0.0193313333849669,0.9922164073150372,0.9908309063841422,3.0,-0.0273550007419074,0.1728663440839949,0.1350224349720735,0.5950040934862877,0.6077481925338285,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.97921082120676,0.0286741833332136,0.0202864231153958,0.9903853422218524,0.9915587314383508,4.0,-0.1429057702267058,0.2857878204204984,0.2248257405097019,0.515332626429959,0.5658424908424908,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.978477537932082,0.0307000790733964,0.0219780608326834,0.9902180924558288,0.9914216084148896,0.0,0.4564429379262043,0.105629686738261,0.0807776581908453,0.7560740037376965,0.7562728937728936,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9799361549540502,0.0297818963496796,0.0210251435949051,0.990679990043674,0.9913083135168004,2.0,0.3947966901611663,0.1472294479013622,0.1126857437546183,0.6304772940402368,0.637547476939772,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9782199218552694,0.0311691876928548,0.0221441638876461,0.9899269337588004,0.990600245975386,1.0,0.4773273070316366,0.120514514479325,0.0945601760314525,0.7079491258693684,0.7864926739926739,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9787076262815616,0.0290625436817057,0.0204007294670554,0.990041426253178,0.9912201025722864,4.0,-0.236435686132973,0.2797419602560951,0.2232245564731553,0.3879318971710095,0.3814560439560439,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9712803725001182,0.0353833925293065,0.0263586824573562,0.9870883738951618,0.9852467979277376,0.0,-0.3324215804861878,0.2172742348756531,0.1559414803431323,0.3099807853872546,0.4187336378613491,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9814243237579804,0.0250460044556637,0.0175542258001381,0.9917490452601676,0.9900767798471346,3.0,-0.2670623905856615,0.2032384221995342,0.1563393175074882,0.5343135806983142,0.5882448388250566,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9788224657295708,0.0267426126300652,0.0183212840896335,0.9905640512804372,0.989082526399854,1.0,-0.2821333773881247,0.2044435519542931,0.1560451186289325,0.5212315069065674,0.572038356691673,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9774690650371852,0.0297705555592537,0.0207761696987448,0.989441161853012,0.9905575814096508,0.0,0.3386769815353373,0.2195523330055392,0.1596081076673088,0.6590958904387056,0.7086272381985892,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9802225295603072,0.0296673640179622,0.0206668790917103,0.9908897521496696,0.9898541226307406,4.0,0.0368166567812259,0.1701140017376581,0.1312288307322493,0.6420190245418771,0.6672526619080624,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9800888898498082,0.0296683232863322,0.020975257822227,0.990696999725044,0.9911913044936208,3.0,0.4648833740086214,0.1384421255646613,0.1061783691004813,0.6880626681358112,0.7069316332067282,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9809604346551116,0.0253568120622856,0.0178725575444964,0.9914144463420383,0.9900319662845758,2.0,-0.2856782905103612,0.2047259852750398,0.1583257377601124,0.5336494074768718,0.582854130172868,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9677185427354716,0.0346823071900434,0.0249937692392577,0.9852947674415352,0.9863460294208712,2.0,0.0672714011234895,0.215082846216596,0.1760515004164471,0.4176663155904047,0.4801053965370755,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9783851829639232,0.0311221096584813,0.0217207998096737,0.990014120964889,0.9911589870436456,1.0,-0.4806886864012838,0.2121058672720195,0.1711491312508274,0.5094069180976638,0.5206959706959706,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9782855364586336,0.0311937652142943,0.0215933793485057,0.9899984484583224,0.9914378416898016,0.0,-0.4324036329698812,0.208618832214553,0.1680161807160142,0.5204964793584694,0.5242216117216116,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9807252491745142,0.0255129409090787,0.0179405018322899,0.9912925430454886,0.9891063980312412,3.0,-0.281748418550884,0.2044128576981861,0.1571163346410968,0.5285209866544469,0.5787250043047649,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9770249358036782,0.0320819842729012,0.0223743595721804,0.9892097977129196,0.99094145428132,4.0,-0.1634101329679609,0.1825062790626612,0.1354580391303198,0.6134490652963966,0.6032509157509157,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.977275457655944,0.0315457670066126,0.0224031904580096,0.9894891657734014,0.9910308404709302,1.0,0.4134854773272647,0.1097242966387377,0.0850103245299817,0.7509415934207976,0.7528388278388277,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9762056021739056,0.0326490248179174,0.0225900972198011,0.9889136826007,0.990302647399512,0.0,-0.271743167545184,0.1908143781285296,0.1391970619544921,0.5934341678668579,0.588095238095238,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9812898079476016,0.0287103747655036,0.0193774213197446,0.991035862501284,0.9903783219545222,3.0,-0.183141639299029,0.1810441423927721,0.146756882181574,0.3842139034049332,0.3746468458258483,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9733937893786474,0.0373105168432136,0.0271650464113246,0.9877296203708889,0.9862972453555416,4.0,0.1945424168178956,0.1790120819136304,0.1401049601573582,0.528617831349716,0.5116306303948274,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9831586259166202,0.0272258124480659,0.0187530267302743,0.9921570708507814,0.9907698101886152,2.0,-0.0354899386733811,0.186312967778226,0.1490294783963949,0.4601497837246078,0.4635449106250351,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2659053422216438,0.1692344896939026,0.1346227785045148,0.5156621301213815,0.5282147780305607,3.0,-0.1947632633450298,0.2944884669266716,0.227924898279467,0.4721821545126941,0.3936257167626465,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3534620758625053,0.1666676856425287,0.134419514287654,0.5945280340141779,0.5657808736450776,4.0,-0.01228806006183,0.1870589264805524,0.1451867207827741,0.0534105321581818,0.0758903571148785,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.2546489173779337,0.1812848716398725,0.1452275857630498,0.504628110714559,0.3877415943016673,2.0,-0.1132004048375276,0.1928975055649029,0.1694249347937788,0.5110779907685681,0.4630031309029934,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.28227444637979,0.1780173073013189,0.141103735274605,0.5312999118018622,0.4331627524912912,1.0,-0.3078895082974393,0.1950453970270057,0.168670801369667,0.2893338356572703,0.2853236860070973,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3279408314789362,0.1735148343468105,0.1378198646901095,0.5726633454144804,0.5742849723305739,0.0,-0.2374298008487796,0.1882225596838072,0.1492173718148714,0.2771324414778001,0.2605160066936189,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2418000592033476,0.1718793370779442,0.1374459275191119,0.4917340855294088,0.5047151672611767,3.0,-0.0636764372662623,0.312622554594778,0.2516664294080575,0.8029545359545911,0.820456254846787,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2413352140305503,0.1727516863342421,0.1379479326282308,0.4912590837637334,0.5039789551008973,2.0,-0.0801741416891674,0.2805938350932056,0.2232145399342705,-0.0005706217069046,0.3996106691812598,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3360894330663346,0.1681335588274042,0.1356519021159403,0.5797329727143322,0.5512857082042285,1.0,-0.8639356714033328,0.2510066749410725,0.2261733948393391,0.0244694300070738,0.0040595139021331,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.2736619024673161,0.1697426566171826,0.1344737292014055,0.5231289275814315,0.5395243876144854,0.0,-0.5437666554595251,0.3125810720217248,0.2484734299558713,-0.5978140497528717,-0.5785485343455693,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3534626434554074,0.1666676124840854,0.1344074285029672,0.5945293309169324,0.5657808736450776,4.0,-0.0107864129905708,0.1869201316308924,0.1453270413445492,0.0534105321581818,0.0758903571148785,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2659037198419519,0.1692346767014258,0.1347370476693228,0.5156600934231317,0.5282147780305607,4.0,-0.2011197353981146,0.2952708079148056,0.2293280766920093,0.3729829846855089,0.3936257167626465,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2786614145198069,0.1781811136895286,0.1417775222442881,0.5278877959054644,0.4123274751621856,0.0,-0.3586766033216244,0.2134165969084612,0.186339324799258,-0.4021166121562824,-0.3890232410669264,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3288433121722008,0.1722492050780576,0.1374451332109139,0.5734486988533064,0.569486475275396,1.0,-0.1059469202517275,0.1990266247941668,0.1624303276397334,-0.2160901362583501,-0.2499868587159263,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.2975031660401451,0.1756766600563827,0.1408523874944679,0.5454406095583332,0.5366363571566959,2.0,-0.2976280854195254,0.1932713492410736,0.1649027893446914,0.6085589577878954,0.602231807681353,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.282276961570879,0.1780169953799061,0.141173584289581,0.5313006186953502,0.4331627524912912,3.0,-0.3061976743116639,0.1949192047102488,0.1685326857440381,0.2893338356572704,0.2853236860070973,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2958066757034829,0.1746674956773459,0.1403777545146381,0.5438839753549145,0.5302233013042276,3.0,-0.1610317331158266,0.1961880749654836,0.1671879963551573,0.122125800812405,0.1284462865225478,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.295795668244895,0.1746688608122071,0.1404232759721715,0.5438727845453978,0.5302233013042276,2.0,-0.1129860083974543,0.1920858674600112,0.1626764470964037,0.0885825409497292,0.1284462865225478,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3303407919056902,0.1724665257392998,0.1372013424402263,0.5747530398013517,0.5684744962922053,4.0,-0.2389892896180341,0.2116135018035812,0.1764915954747192,0.0854499372561207,-0.0101283810161148,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3350638359765073,0.1726168644979519,0.1370498852620758,0.5788567860596678,0.5794316649406962,1.0,-0.2588983005984262,0.1955762554434872,0.1570288886799523,0.1310537397100992,0.1522496143014656,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2843223922137319,0.1764621582856066,0.1421970626531106,0.5332373455887345,0.5222188530280847,0.0,-0.1928661347681795,0.19013327848292,0.1617433749141076,0.059301263782852,0.0253415823790265,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2958069960386293,0.1756060085173951,0.1407386852750807,0.543883157352369,0.538709161695366,0.0,-0.2217477658005566,0.158363173904886,0.1418322197277167,0.3217886573463498,0.3400241386066066,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2736512117237561,0.1697439058071548,0.1344392516558901,0.5231174734627588,0.5395243876144854,1.0,-0.564166480640345,0.3146395669510638,0.2499706628894574,-0.5978140497528717,-0.5785485343455693,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2957929540323095,0.1746691974247087,0.1404518585242903,0.5438758490420618,0.5302233013042276,2.0,-0.062121396176149,0.1876452778294617,0.1587578021532125,0.1727080966880443,0.1284462865225478,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.2783210745184552,0.1783083784097708,0.1409163887803318,0.5275636476326588,0.4157488236004589,3.0,-0.0745357144485001,0.1725347328677224,0.1491862121801698,,,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3350825928586664,0.1726144298454284,0.1369532345039385,0.5788659990611866,0.5794316649406962,4.0,-0.2779047827523018,0.197047101486484,0.1582637992075338,0.1310537397100992,0.1522496143014656,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.1042588233651491,0.1739231555676155,0.1372258555973521,0.3228929305438849,0.3214924184205701,0.0,-0.6080895155052015,0.2289612169781904,0.1913048517957205,-0.3297783038182016,-0.2307042007025248,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3534583567011559,0.1666681650135757,0.1343882545940774,0.5945243724870437,0.5657808736450776,1.0,-0.0136190575177077,0.1871818624205423,0.1450744793710935,0.0534105321581818,0.0758903571148785,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3600001202505207,0.167004522297009,0.1342759675367532,0.600006569516252,0.5833841780936064,2.0,-0.0898769826845955,0.1949483534975691,0.1466404565059189,0.126575915314239,0.145127622001261,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3313447004209772,0.1659525481296415,0.1345419835183529,0.5756275439432671,0.5427263049457399,3.0,-0.0815512101152577,0.1960598513099967,0.153579589514033,0.0344647470835517,0.0447301246509402,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.2822638298242338,0.178018623907391,0.1411564423290346,0.5312876537055806,0.4331627524912912,4.0,-0.3265164487985308,0.196429403340744,0.1698516686659201,0.2893338356572703,0.2853236860070973,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3264479558791524,0.1733330370681858,0.1379195580584943,0.571399432659005,0.5742154928488307,0.0,0.0070054602580787,0.1661108039544172,0.1323972458412955,0.1442634616974803,0.1353329904901916,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.1040394516511172,0.1739444516104961,0.1371954433141547,0.3226324019914538,0.3214924184205701,4.0,-0.646233485127724,0.2316607884822236,0.1930569910256059,-0.3297783038182016,-0.2307042007025248,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3599311177503052,0.167013524969787,0.134172541100339,0.59994309325031,0.5833841780936064,3.0,-0.084531844746555,0.1944697184707796,0.1468424933149184,0.126575915314239,0.145127622001261,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3350475326025802,0.172618980656006,0.1371173163058936,0.5788391048647501,0.5794316649406962,2.0,-0.2388490915911392,0.1940126315820564,0.1560573472432886,0.1310537397100992,0.1522496143014656,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2417816259753479,0.1718814264158496,0.1374172338831916,0.4917130048493236,0.5047151672611767,1.0,-0.0170734341700902,0.3056973638018794,0.2484034194465089,0.8029545359545912,0.820456254846787,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2665163231627714,0.1699536466491591,0.1350994832913841,0.5162625562529553,0.5323946425944182,4.0,-0.1934267767612179,0.2778005955622945,0.2111518454281074,0.0841593877763796,0.0003782325728212,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.1042088903061801,0.1739280031700164,0.1372369352012717,0.3228216897757004,0.3214924184205701,0.0,-0.5370047670556781,0.2238434659957781,0.1874031961864218,-0.3297783038182015,-0.2307042007025248,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3207403815034901,0.1732032873102575,0.1384984145357992,0.5663783603318577,0.562660985727629,1.0,-0.0914882188998618,0.1916280886271524,0.1569006318570463,0.0697883193705765,-0.1399558104044965,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2780665197089174,0.178339822624031,0.1412290693253335,0.5274000729281519,0.4157488236004589,2.0,-0.2647490619795032,0.1871838137039068,0.1637688835823326,,,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.2860870274952413,0.1704164029264857,0.1388749877145982,0.5349519236896498,0.5085517603679011,3.0,-0.0148380126139906,0.1850435684077381,0.1436451268163689,-0.1750863781314603,-0.1945183744772146,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2662249775852446,0.1704564764897169,0.1352337610908453,0.5159728797128889,0.5351118615281154,4.0,-0.2319662084582314,0.3078800269986993,0.235689504183832,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3288023592483361,0.1722544601854751,0.1373032786150523,0.5734155187319784,0.569486475275396,0.0,-0.0133517722554046,0.1905127964831108,0.155227838970247,0.0123311801380271,0.1063480006692062,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2820163670118988,0.1780493101084151,0.1409769359369637,0.5311925709566807,0.4331627524912912,1.0,-0.2917404422791072,0.1938375027633065,0.167971644020473,0.2893338356572703,0.2853236860070973,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2775370849698291,0.1793087024938754,0.1421178302887585,0.5268306325666537,0.4374223425537826,2.0,-0.214958303871156,0.1910584570035872,0.1659052945985149,0.3718867523068355,0.3448602539303295,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2785441231083237,0.1781955994423029,0.1415393791612036,0.5278405831574433,0.4123274751621856,3.0,-0.44058464347663,0.2197553882668836,0.1905118174598314,-0.4149474461072341,-0.3890232410669264,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.97728744475325,0.0314516605395058,0.0227359203786424,0.98968866832976,0.9901695111117532,0.0,0.8084427547340665,0.0919055029180431,0.0579488086159232,0.899831483826619,0.919993834854516,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9727141734632788,0.0346970280942729,0.024040486948637,0.9875232144701768,0.988863071464168,4.0,0.821569308570268,0.0861174706003351,0.0620652849323159,0.9070633241990482,0.9207041668341978,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9735755119660344,0.0335353851535896,0.0233910897596999,0.9880371988852866,0.9896297354825996,2.0,0.8194634411753061,0.0917116039683456,0.0653011869950132,0.905869829706143,0.920660608741104,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9756895743429772,0.0326211132928162,0.022726281506748,0.989105739358694,0.990064166388946,3.0,0.8415978995695053,0.0827213474911439,0.0615370224521885,0.9180155491661226,0.9205868950450992,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9742960387486164,0.0334084666556484,0.0233494688948846,0.9882979538844042,0.9893857195477918,1.0,0.8443794733637656,0.082910396958457,0.0618411380478884,0.919616821225019,0.9264839907254766,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.97521385885775,0.0335630051034916,0.0232332618533929,0.9886674047119488,0.9900156727359398,0.0,0.8134309027986544,0.0823541280888202,0.0604431233225836,0.9027475345499724,0.905559352927774,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9762286983125548,0.0325317555525607,0.0230966216019225,0.9892633769680416,0.9905655598076352,2.0,0.8314875942691359,0.0822483072192355,0.0596297035611346,0.9124514033109906,0.9118417702009032,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9730890360545342,0.0341918535361861,0.0240225866562394,0.9878421763403348,0.9888576546199492,1.0,0.8612463988372598,0.0786132025283677,0.0575381810545616,0.9284346823267828,0.935064935064935,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9742711280203789,0.033475334452795,0.0239136786856636,0.9882537557381056,0.9894995764543713,3.0,0.8351577482430041,0.0852537256117544,0.059392841899195,0.9148186011932392,0.9162444882259124,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.97829676053833,0.0308665393162402,0.0228034204191734,0.9902758376724778,0.9908452753252944,4.0,0.7666144619259043,0.0994805024861329,0.0696963732490952,0.8757757224220852,0.9045005562033426,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9770770028977128,0.0319703012557254,0.0226189118191664,0.9896267044451617,0.9911625476295376,2.0,0.7882279133491049,0.0919040233499861,0.0649327767037399,0.8930768987733004,0.907653492018817,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9781490944338992,0.0309778358687013,0.0216659684174645,0.9899740060194884,0.9906501657554334,4.0,0.7475601421525109,0.1035514839649715,0.0713727564447108,0.8655692784402075,0.8842426922922278,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.976719837281637,0.0319704237787948,0.0230512818759732,0.989405162440363,0.9896896303029616,0.0,0.7744203481301183,0.0980871402716689,0.0675429244182749,0.8822562622171628,0.904952890247008,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9757150891600253,0.0318029072762667,0.0229078064378759,0.9890426823299332,0.9901500104725656,1.0,0.7750360963819272,0.1076918531293726,0.0681041800072144,0.886070256837753,0.912662672724592,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9742940137958808,0.033767976028582,0.023686622570331,0.9884256668778436,0.9894649602403636,3.0,0.8389508795340863,0.0810446897870555,0.0602717343648646,0.9173266323554292,0.9281123932826718,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9761390380330118,0.0326030708489539,0.022687149311885,0.989261060917498,0.990344294618546,3.0,0.8071223290953167,0.0879419684704102,0.065995813064536,0.9002223924986709,0.902319300926112,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9733252606985756,0.0341305514434641,0.0246945159877023,0.987887548775039,0.9891749269241924,0.0,0.8848424472255105,0.0704307084772442,0.0525133415924295,0.9412177014524896,0.932444748234222,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9758433103849652,0.0329457660660119,0.0233474806241262,0.9890012546529652,0.989726980733575,1.0,0.8186697101621316,0.0827682222841133,0.0601867373955186,0.9054180576424252,0.9071944567300604,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9781786971290872,0.0307959810648858,0.0221537285115739,0.9901729534475536,0.991358121500332,2.0,0.7988662038935856,0.0944868896075337,0.068928289046843,0.8939428737315052,0.9184558991060536,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9763707684546734,0.0328563736060795,0.0236033570883018,0.9892979212366624,0.9897440051011198,4.0,0.8035334704583716,0.082671239178421,0.0606101656587717,0.8968253165387823,0.9241083993405974,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9774054243461464,0.0319212673009361,0.022758870192874,0.9899110214799152,0.9902410650444338,0.0,0.7781725621718915,0.0916312998637547,0.0656319835498262,0.8843550410628227,0.8970420704166833,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9749799526051692,0.0330514140267875,0.023178222882866,0.9886342947499638,0.989954333423786,2.0,0.8562960341839754,0.0791866974783888,0.0590859287698555,0.9279252448571362,0.9432371034538216,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9770879850215702,0.0319483702001964,0.0231255191403999,0.9897125933300466,0.9904527862698992,3.0,0.8125830668189444,0.0866835107283491,0.0613341550123097,0.9020435234038356,0.9154838969080454,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9769753444403924,0.0321446171665622,0.0229254456694802,0.989494948995214,0.9903074084888656,4.0,0.8259646505856502,0.081841442096432,0.0619843594689619,0.909390016302562,0.902976022945063,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9740327829746692,0.0327034601480714,0.0232786011461169,0.9882090235343546,0.989287906817898,1.0,0.8214662893824699,0.0976337834630983,0.06593342613117,0.9091646980272768,0.9300054950209748,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9771728399846334,0.031735142185454,0.023004348256097,0.989554668319162,0.9901825631268708,0.0,0.7782288729209512,0.0958286585199926,0.0659678954280453,0.8876135423660563,0.9100290834036964,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9742478233795224,0.0332015589206058,0.0236754373611691,0.988294368759122,0.989131695348427,3.0,0.8428168186304711,0.0854242616079072,0.0586031364177501,0.927138003387616,0.9358154745151648,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9756279937259066,0.0327628553047666,0.0231460546560672,0.9889681162068478,0.9899675402058816,1.0,0.8164050605932851,0.0879417102998608,0.0639477988951629,0.905158678424404,0.9237666358409392,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.974504266725983,0.0332781389395459,0.0228156161524335,0.9884717174936836,0.9893551788641962,2.0,0.8055071801593888,0.0915540682188725,0.0652846815849251,0.8980232309603025,0.8998968008255932,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9759991046399392,0.0327064210760928,0.0232864570417722,0.989253940940092,0.990057717764876,4.0,0.8739552518476681,0.0710147499453298,0.0523933204267915,0.9351507129109594,0.9369245305777812,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9762093410025424,0.0324948135725544,0.0232879541824402,0.9892789076420596,0.9902722763849324,3.0,0.8508619061015569,0.0776307966941392,0.0554585228604126,0.9240271151669625,0.9296871858791362,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9751231514546856,0.0325353514438674,0.0232903629825966,0.9887382140073367,0.989433026653969,4.0,0.790662198593023,0.1000534793098956,0.0706014645005544,0.8898154589942342,0.912421427901304,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.971609425356348,0.0351621053709419,0.0238604089153084,0.9868390910947218,0.9891570255437738,0.0,0.8011007784730506,0.09366660569233,0.0675536758235035,0.8960767761320357,0.9103038344524412,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9723440719373386,0.0347664973908844,0.0242007301604119,0.9874077448647852,0.9886314368875744,1.0,0.8165102885049265,0.0893225577499639,0.0659909532985558,0.9046174586384246,0.9136645088657472,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9737931365969204,0.0333946522169322,0.0238042329751956,0.9878140496780916,0.9886709024668824,2.0,0.8421896202206939,0.0869155181733508,0.0600849563606539,0.922617373069385,0.9338118022328548,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9757923105926716,0.0328159979779302,0.0233680099075027,0.9890354657961702,0.9897672201477716,0.0,0.8310981865212865,0.0822691240150131,0.0590716988441874,0.911934397141256,0.9224263868226714,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9748332968852886,0.0331011969068599,0.0232129632333112,0.9884369188699034,0.9903060671750592,2.0,0.7568211491494404,0.1035224240395249,0.0700256691526914,0.87185417636034,0.9016592282846152,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9753629634819644,0.0325784711423328,0.0233253659961262,0.9889934622858242,0.9897571602942224,3.0,0.7844391008171079,0.0991108736880182,0.0673617328190047,0.887558888240598,0.9182280567729484,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9737578874726665,0.0331469328847318,0.0232464008439164,0.9879329558864032,0.9880532274589636,4.0,0.8083531631039048,0.0986082833767427,0.0718938892052922,0.9022945430251382,0.9238269470467612,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9719574715134556,0.0349224004887985,0.0243212617856662,0.9872440813360928,0.9881559411431502,1.0,0.8548140390912142,0.0802170510650362,0.0604246339136546,0.9260933397325938,0.9324246444989478,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9748009093828396,0.0325218898644347,0.0230289021453207,0.9886168752359572,0.9887635047085274,1.0,0.7785920521881572,0.1041574887167818,0.0700712757938312,0.8832035355589909,0.911419591760149,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9730783027817804,0.0345445833730102,0.0242085368650712,0.9874731303325286,0.9884343153470032,3.0,0.8027249748058884,0.0898847840997028,0.0622465412258756,0.897103853193329,0.911285566858322,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.974759649024664,0.0335407257993097,0.0234547481798308,0.9884707000345864,0.9895309425618476,0.0,0.7997601438868454,0.0895008114047434,0.0618120824110407,0.8972456194687883,0.9203791564472678,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9730625978887704,0.0339061713989288,0.0236017588470123,0.987727186598402,0.9891970070130076,2.0,0.8422931126736044,0.0864637483155245,0.0622119928590722,0.9180800922102956,0.9269899347298728,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9725984220046808,0.03416198136342,0.0237201796599173,0.9873269760900272,0.988942879635658,4.0,0.8345119781090884,0.0888750702139138,0.0625033196979043,0.9154808798329076,0.9300658062267968,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3143299563852189,0.1700163782021939,0.1351784054247001,0.5606549864424166,0.5573587594044854,3.0,0.3176602779017645,0.183877133742365,0.1513312494755977,0.5707164408345512,0.5527683037862852,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3107574027765414,0.1712731672277138,0.1371374958132664,0.5574567545722354,0.5573212803197826,4.0,0.321296401506507,0.1795239412993269,0.1422814109295034,0.5745716030098569,0.5540138274701654,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3098535520856911,0.1756627161207059,0.140479269077592,0.5566512844743439,0.5530465416609504,1.0,0.3438511634152157,0.1603940560543402,0.1280152153141819,0.5960139352339346,0.6036470055406766,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3061014081890847,0.1720022656301857,0.137287921950125,0.5532662661521118,0.5520732634549758,2.0,0.3425241539405042,0.1767978236912304,0.1425098164771341,0.606177370195734,0.5912370338959358,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.3130499159769938,0.1768669852313081,0.1422779515971774,0.5595107607984542,0.551964438149731,0.0,0.3210918369290394,0.1552367445884033,0.1227225139296725,0.5847735278312228,0.5898276183623486,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3378045778287702,0.1707302880750438,0.1352921661701026,0.5812106306387155,0.5775104316576476,0.0,0.204594965669429,0.1819725858816741,0.1468266786029613,0.4625455478800071,0.4851464554484371,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.331451723496359,0.168444223972574,0.1337124112208858,0.5757221998032307,0.5702884628531821,4.0,0.2623464828251346,0.1892402891884176,0.1558949012433554,0.5133416870900788,0.481563450510772,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3232794759149394,0.1705473927963319,0.1359862128192408,0.5685839231670194,0.5595510204606486,1.0,0.2859307998811944,0.1816019156514383,0.1464260328929837,0.5388286048102122,0.5548305440901535,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3279253293160117,0.1725561600415838,0.1359436737544339,0.5726505140086331,0.5709139173050544,3.0,0.2665342540745011,0.1734861859867167,0.1435149346348164,0.5188319869106112,0.5061069850862744,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.3340251933110253,0.1689141339748809,0.1350844213606322,0.5779507888104427,0.5674911539627148,2.0,0.2526892130347756,0.1872162248524451,0.1470933601012991,0.505328241918107,0.5323732078338735,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3366644842691915,0.1730189159303858,0.1371815486834977,0.5802302052283779,0.5788861334405877,4.0,0.1893162756623447,0.1735326191318522,0.137914669985067,0.5007554276283814,0.4973380673350039,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3344883202707492,0.1721321814324225,0.1356298785082614,0.5783513958340122,0.5791684800404617,2.0,0.2193516141009874,0.1771192585785608,0.1423039592702762,0.4865214399576413,0.4681616273425472,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3191869523240865,0.1734688432217254,0.1376963210042652,0.5649667157443217,0.563781760450803,1.0,0.2948919550841594,0.1710553582770515,0.1400581553576474,0.544678938232706,0.5382326628265103,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3041492835725136,0.1756700581534513,0.1409976132414285,0.5514987739246344,0.5439298962229988,0.0,0.3616125492645601,0.1611624193661737,0.1251487198489231,0.6095268648266172,0.6220707482661297,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.3423471634168544,0.1683183467855612,0.1333031054148899,0.5851075126861476,0.5816022540527265,3.0,0.2087275500429879,0.1906880394868658,0.155560878741982,0.4673661834850678,0.4263724242576658,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3180341966597646,0.1727836738353418,0.1383058062961532,0.5639469660385826,0.543197253885092,4.0,0.3050729619277408,0.173129917155741,0.1394604635334977,0.5526524303779266,0.6132512600283175,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.319834048345498,0.1695905261439447,0.134246282665653,0.5655388959505333,0.5671492925589318,0.0,0.2930500229474626,0.185661771387687,0.1518208797901256,0.5425018179744153,0.5316649366032595,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.2945621117568013,0.176233215453757,0.1418890077115231,0.5427379507412969,0.54510926414277,3.0,0.4035709071326363,0.1586306342921834,0.1232674092722874,0.6470541632456694,0.6191891926022138,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.3417141695682688,0.1694615200502165,0.135239907625495,0.5845633651649955,0.5759559445324344,2.0,0.2100229450548711,0.1853152609568203,0.1447972743474344,0.4728160089278702,0.4854924628455099,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.327478655117794,0.1722777286752768,0.136843533396164,0.5722582631446731,0.5714295025152563,1.0,0.2657846676510286,0.175011865000186,0.1391664322297041,0.5160020589096652,0.5042380808392353,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3192223667435593,0.1747839066056921,0.1389932539300347,0.5650016510937665,0.5599873068537833,4.0,0.2921389635632877,0.1646548541445099,0.1319333198179882,0.5544214964618471,0.5575285921174329,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3064798379030632,0.1735454983784838,0.1385457896803237,0.5536084801154018,0.543173735080813,3.0,0.3398785631423626,0.1710727582479266,0.1379963147514281,0.584024839081581,0.6164464445659242,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3099414026933704,0.1727001519684619,0.1368678716713041,0.5567268033383256,0.5591229129488514,2.0,0.3340322091131301,0.1736245807144313,0.1441028475017715,0.5858911519658425,0.562567169365026,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3331112723120171,0.1717244529165241,0.1355389587984612,0.5771594520842881,0.5803486610671381,1.0,0.2321999396784354,0.1779925410690057,0.1428817341424875,0.4954400184552028,0.4758350139005616,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.3299741722357537,0.170905367927536,0.1355539756975383,0.5744387183203994,0.5753039947836096,0.0,0.2468630276820834,0.1816844840813013,0.1431567438905234,0.502380938839669,0.4672857146843726,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3160436937979286,0.1708965570817675,0.1355970606774968,0.5621815793266305,0.5633289071083616,1.0,0.3123476781372234,0.1807451133012555,0.1460644828927179,0.5591709102333859,0.5502369687835837,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3293824362774387,0.1698752823233065,0.1359063034856143,0.5739214512733786,0.5635026768106484,0.0,0.2649721715236905,0.1840704577368457,0.1442174671670659,0.5163340481690037,0.5341192133298291,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3192367029277552,0.1723111327130822,0.1371602977344747,0.5650103576071207,0.5591076594267895,2.0,0.298221621671315,0.174351959354912,0.1404789271884966,0.5481787615999274,0.5588339700781353,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3186277137163288,0.1698729660385583,0.1346957715092614,0.5644720826741878,0.5676460372202913,3.0,0.3048949158071661,0.1844139128443489,0.1515047152008941,0.5535580117130025,0.5290905644272951,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.3133524770186031,0.1738362592650387,0.1378034245855716,0.5597846576793954,0.5600249569533229,4.0,0.3273149477026608,0.1685155639071697,0.1384684021619403,0.5722902060238687,0.521659824488327,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3178918091865893,0.1732678338407829,0.1383778029377758,0.5638222077910947,0.5692030145777823,1.0,0.3036180091481053,0.1714582296234618,0.1350986861093109,0.558385130640741,0.5273635104990336,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3170670169358253,0.1734202411181603,0.1382974286748607,0.5631363638853866,0.5642633142784997,0.0,0.3027278532504009,0.1713060718588363,0.1403205737526471,0.5579179282446434,0.5109601268375137,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3342218733223631,0.1685320696238477,0.134254355520381,0.5781364985756152,0.5686061915183527,2.0,0.2482822102823478,0.1892325043532092,0.1506467081068858,0.5028577825648793,0.5164630543845774,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.2948493259444679,0.1755815669734318,0.1403448131526494,0.5430050156287809,0.5453532132398665,3.0,0.3903528541608655,0.161871546094726,0.1308212422983598,0.6339016464148362,0.6151355280905302,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.3226712981660943,0.1734066007396011,0.1368918603373655,0.5680477676808007,0.5546152721650315,4.0,0.273650203744252,0.171325697314246,0.1422673908706277,0.5576056596311001,0.5882543463807304,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3292666668076497,0.1687349846504537,0.1347299711289044,0.5738204864331499,0.5569288217921001,3.0,0.2270039628491117,0.1912719148700369,0.1529264265324549,0.4911477464439309,0.5324361485794012,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3269362483445782,0.1757939562526115,0.1399948222829657,0.5718032335626505,0.5611101929137752,4.0,0.24724135743691,0.1611301749146539,0.12936429399556,0.5071018601197,0.5448393968079066,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3147629379181018,0.1721565208964721,0.1369748979624835,0.5611000039227549,0.5568789412328212,2.0,0.3181053664538424,0.1757004892452097,0.1449510188154341,0.5664614009382282,0.5744033446120321,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3258902814200753,0.1722223845423993,0.1370915692053289,0.5709495461951051,0.5570645302220371,0.0,0.2652758299003297,0.1762263466214787,0.1422273883424518,0.5190367123757125,0.5750684936245786,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.3302108573357153,0.1727589892445847,0.1375096494100457,0.5746624669004164,0.568143369937394,1.0,0.2481827573304711,0.1733926637902705,0.1382459849117093,0.5053602897190512,0.5154244212329636,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3209270954262071,0.1765377611576014,0.1401662862905847,0.5665200326917395,0.5611091645856333,0.0,0.2863228920134938,0.1571703325260893,0.1295675666610142,0.5383276380856447,0.54813616248521,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3201272125528992,0.1720761171809128,0.136937878652411,0.5658110804014916,0.5634390954511815,1.0,0.2987676822747217,0.1756864219650745,0.1413697389641289,0.5476873428868431,0.5334406370270819,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.2880318248007951,0.173221095672383,0.1384971729445824,0.5366931858278016,0.5433663368851176,2.0,0.397141699268024,0.1730231909477205,0.1387506048474034,0.6433034206233768,0.618306995463567,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3123585494628325,0.1737013098331506,0.1387614810449984,0.5589255523887795,0.5508622367000348,3.0,0.3280983663206461,0.1691437595072893,0.1362340131975641,0.5752549181779174,0.5880432105939642,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.3253158912515159,0.1703144600508214,0.1361036553109566,0.5703744070002936,0.5604967463091922,4.0,0.2771922764094229,0.1830269786315448,0.144131801523958,0.5269698702047487,0.5514909219008272,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6391099697604072,0.1196489867705005,0.0927117010164759,0.7994457434094717,0.8433003348456878,4.0,-0.4894528701015104,0.307033123675385,0.2463770505739966,0.385658551041115,0.3866300366300366,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6514334204738423,0.1239140567993174,0.0956626451716191,0.8071172277574384,0.8411985384549775,0.0,0.279880668237059,0.1462508843670935,0.1222199447132114,0.5645713955687618,0.5637362637362637,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6063026889727765,0.1294734854373443,0.102464994461954,0.7786599116830191,0.7714106344769562,1.0,0.2962169301148444,0.1542372305160046,0.128246064690026,0.6254625375791183,0.648015483549644,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5889879801738225,0.1293052084579686,0.1026365311476034,0.7674619834726576,0.7611437315692483,2.0,0.207269141175184,0.1635454680213911,0.1370939538364347,0.6354021316052938,0.6663924940673249,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.7317728601925877,0.1184652873153571,0.0925381216879113,0.8554501482883241,0.87047512278454,3.0,0.0787924815946894,0.1914431109810619,0.1537987256851867,0.4665880354939153,0.4760243330344567,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6942893404900176,0.1016064850959888,0.0803841915187256,0.833242218685508,0.8711470594242509,0.0,-1.390959460900643e+25,673385950404.8438,498761095938.9555,-0.329778303818101,0.189681920611242,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6275551202999406,0.1214403607696391,0.094766516421314,0.7921939905979294,0.8326786926578077,2.0,-8.457692195638848e+24,806692568143.4076,624927092871.5968,0.7112459937068616,0.8228021978021978,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.648709318026846,0.1186031141839597,0.0923021572846598,0.8054303348335604,0.8473259624509887,3.0,-8.039535964890085e+25,2213646993678.764,1865229698640.6887,-0.4141352923878296,-0.2916576234400433,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6275551202999406,0.1214403607696391,0.094766516421314,0.7921939905979294,0.8326786926578077,1.0,-8.457692195638848e+24,806692568143.4076,624927092871.5968,0.7112459937068616,0.8228021978021978,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.7403436809533286,0.1086079279203486,0.0846716066246217,0.860433471206801,0.8873172338832638,4.0,-2.2007059437788977e+24,277629731720.8045,218081373058.4679,0.1683221554346725,0.1324278395990707,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3350910454810555,0.1726133326796633,0.1370825485752662,0.578872362534324,0.5794316649406962,1.0,-0.0460401642637624,0.1782768628714123,0.148393438735374,0.1310537397100992,0.1522496143014656,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3462969440377645,0.1672385896027923,0.1351491443905873,0.588472221493676,0.5711040186266471,2.0,-0.0027159986300997,0.1870501745629058,0.1514568250690768,,,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.2417993953820976,0.1718794123200573,0.1374074842509388,0.4917324314367742,0.5047151672611767,4.0,-0.0740149636980587,0.314138166288555,0.2464755318212609,0.8029545359545911,0.820456254846787,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3313529480466129,0.1659515246436153,0.1346372802260567,0.5756346615459886,0.5427263049457399,0.0,-0.0874528816364597,0.1965940408467618,0.1648462674909933,0.0370371184627844,0.0447301246509402,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.425798912619761,0.1733292101879682,0.1401504484632651,0.6525358224036213,0.5745484079402845,3.0,0.0780722705020608,0.1915179326205723,0.161094521487239,0.4757493204534082,0.4938480598312979,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2674726322771005,0.1704643278310142,0.1371292132436876,0.5194722973540526,0.531329282742883,0.0,-2.8251079571147527e+27,13371784608100.129,11382339654838.78,-0.5978140497528717,-0.5785485343455693,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2769336537076662,0.1784796941845159,0.1408224766974441,0.5263764169166205,0.4157488236004589,2.0,-5.140768225238802e+27,11933837512845.502,11933837512845.502,,,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3034996728255393,0.1747427352584591,0.140023996874653,0.5509348256360866,0.5457121144593924,3.0,-2.0806578452307623e+26,2359339162556.736,2325018599089.4087,0.4288917738665929,0.4736654667156709,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.0607133799622566,0.1781005271596798,0.1414171228013929,0.2558292291886471,0.1971169180668661,4.0,-6.411642809300123e+26,4571844753012.334,1523948251004.2705,-0.3297783038182016,-0.2307042007025248,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3252908828629511,0.1734818547595832,0.1385425647946663,0.570390377963683,0.5742154928488307,1.0,-2.018539940009355e+26,2368334947139.4287,1798806931878.921,0.1442634616974803,0.1353329904901916,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6559259453886712,0.1224364020082925,0.0950953742635155,0.8098963101709566,0.842339447316805,4.0,0.5848393924498256,0.1345023757766549,0.1019808097736605,0.76805973568301,0.7872421695951107,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6401482071332643,0.1250861926613285,0.0979158096067007,0.8000962462528207,0.8334806886924153,3.0,0.6495529867262579,0.1244001700385872,0.0951145372103863,0.8065674585378926,0.833376891426427,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6405801464966298,0.1278444220034748,0.1006427922690789,0.8003665423758596,0.8303008979580047,2.0,0.6576624448312367,0.1114148454403722,0.0822929268196002,0.8145751799774892,0.8553167678554674,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6519457860468674,0.1221498914956444,0.0950104401482024,0.8074360010991934,0.8363384093462748,1.0,0.6026483648392316,0.1359503387853304,0.1031489619675248,0.7808943059022246,0.8353839143312826,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.6457945687673832,0.1264034867130902,0.097648426528465,0.8036171514322832,0.8370082924146642,0.0,0.625775071844446,0.1190010221541804,0.0946242988379165,0.7930965490705506,0.8212945465267447,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6406806458093872,0.1248513526597739,0.0993283248740372,0.8005059812755093,0.8268613709184262,4.0,0.6013028471611939,0.1330815986258333,0.1037792491884225,0.7828061072968284,0.8112622593072153,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6404678392576884,0.1259966679406974,0.0989824797416663,0.8002964742286254,0.8266829980622192,1.0,0.6282737112711798,0.1219595846365255,0.0926474363425192,0.8011457808623981,0.8269455971903412,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6443262521215464,0.1260691916408045,0.0990286579522641,0.8031509083500565,0.8364700772407577,0.0,0.6065309526026755,0.1247271475160488,0.0990347493478714,0.780821222037648,0.803459584580153,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6522085257968457,0.124169584540436,0.0967485861252621,0.8076566455967138,0.8381625314484095,3.0,0.5975654338565934,0.1278901314436629,0.0990914946900783,0.774557971366254,0.8098951331233113,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.6443570658835084,0.126797796779033,0.0973965343373133,0.8039818614982741,0.8384959280399811,2.0,0.5628332208819158,0.1277371064354839,0.098490475854339,0.7681118539914448,0.7992326865318363,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3247081755614986,0.1728898188259803,0.1370341529101001,0.5698348333605773,0.5676103492578558,1.0,0.2607267491768386,0.1731691739551459,0.1425866519219996,0.514797540632288,0.5164249806106352,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3267788104665859,0.1699115067691494,0.1358999213733586,0.5716484374706854,0.5631715369230271,2.0,0.2734259793327337,0.1841702705742157,0.1451891983995165,0.5283988426960522,0.504361089668112,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3327659479300897,0.1715014433242505,0.136673263269039,0.5768621598368555,0.5592057493904701,4.0,0.2289508141463477,0.1787135130928946,0.1434136781650253,0.5086423872980577,0.5673108285094269,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3049419214706058,0.1734952897515103,0.1383348358359098,0.5522187794122548,0.5461062834573519,0.0,0.3566687380025621,0.1699735699506412,0.1401676352750698,0.6068632191714259,0.6142963189339844,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3128769726685431,0.1752980723296807,0.1395023716256623,0.5593566409553735,0.5612673368921008,3.0,0.3326883762876502,0.1620098060400149,0.1301992142960792,0.581133504578105,0.5558796027948582,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3040421825329529,0.1717350797478302,0.1384690589693906,0.551410816221797,0.5278481887805294,1.0,0.3190008556295721,0.1806595853176751,0.1432167147796768,0.5714179563361359,0.5893169998526008,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3006014443118808,0.1743210319825693,0.1396718256904397,0.5483963234019731,0.540551885406876,0.0,0.356552649080381,0.1686116561042985,0.1341619647321472,0.5997804336041801,0.6228626783954896,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3301707821559351,0.1728206599463751,0.1370781956018433,0.5747173178516634,0.5720906549681363,4.0,0.228539738896375,0.172562874793029,0.1379062875392067,0.4926693999222219,0.49384965980586,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.298218128552453,0.1751236883092875,0.1389565774207876,0.5481552330809667,0.5574799108890276,2.0,0.3177726230137367,0.1718243378552255,0.1385293572519491,0.5670921293743465,0.5186877828546783,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.333979257453321,0.170434192308063,0.1364268186946733,0.5780695320914946,0.5788641971972924,3.0,0.2034933249214127,0.1867091508003495,0.147886963654282,0.4733177238473997,0.4742654826909028,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2199069564912882,0.1759117242279551,0.143910863954417,0.5234787249196737,0.5404715147296335,2.0,-1.016304218279466,0.3572316072483851,0.290288550062635,0.549316967158126,0.5660714285714286,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2127198357440832,0.1764562498819573,0.1494873720982754,0.4953094840808417,0.5083586920932947,4.0,-0.4413757099255597,0.3209424053132219,0.253360024765721,0.3256196048519749,0.4133241758241757,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.2004885580324455,0.189280375332682,0.1509204632356381,0.5183659668086775,0.5523312977540302,0.0,-0.1156309344080848,0.1841115681543127,0.1526788698916134,-0.058446447212238,-0.0816391941391941,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.203585370024846,0.1876354442992542,0.1542693187788033,0.4983900852320721,0.5343084375250112,1.0,0.0613171139813917,0.1833595296433779,0.1517291503552576,0.3156772052561476,0.3505968529571351,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.1286647007696798,0.2135169745064065,0.1745733476667075,0.4380645687530295,0.3937219730941704,3.0,0.0431759063213208,0.1951088896879174,0.1634894340951411,0.4455609793626062,0.5084428344991931,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1932967792001039,0.188059536991485,0.1528685350608667,0.4530743661321403,0.5119698735180259,4.0,-0.472785291660766,0.1984996574312101,0.1760846356158143,-0.036491334020312,-0.0160714285714285,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1895795407171069,0.1897287259991207,0.153645716018588,0.4544252523452251,0.5183461765136673,1.0,0.0224927749696144,0.1879617959354258,0.1579924529785595,0.2352982746325793,0.2491047205642973,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1928748733518173,0.1901530468595753,0.1529844240302935,0.4488540942283447,0.5100574080137351,2.0,-0.0074800240791845,0.1698359448549301,0.1459121595102535,0.0157245260477654,0.093040293040293,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1077461026546585,0.1917021600763687,0.1541129834332914,0.3318152235819932,0.4116468085957555,3.0,-0.4682475156219505,0.2284361133944458,0.2035824586748585,0.2418625315784316,0.3233200935042294,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1025447034836435,0.1922601125276638,0.1539361114106199,0.3289164819868422,0.442654069515472,0.0,-0.6210822776080149,0.2400311766669465,0.2146215340467547,0.1981818522399931,0.3190375095474245,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0267147791287249,0.2081199211922519,0.1663901096674311,0.2984692736645664,0.3008653466377892,4.0,-0.6776653352111408,0.2245113207412119,0.1928319132749646,0.2173001629703041,0.2427379847204305,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0289929133188923,0.207059052747477,0.1671888769369235,0.2841799583817458,0.2850232717216458,2.0,-0.7176574881695559,0.2235210666226221,0.1909893387951702,0.2113018077068891,0.2241619746894454,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.2936399097267133,0.1654860901092464,0.1379106977698675,0.554119923746327,0.5782686773814122,0.0,-0.4532418286623683,0.2720357492267883,0.2368661428562083,-0.3358744946345582,0.0542581451518914,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.2550258943600909,0.1811541517864674,0.1495179503834822,0.5565913920346882,0.5946132353467181,1.0,-0.8613736575536197,0.2351327091362743,0.2096314944443731,-0.3744167153800233,-0.3566391941391941,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.2173126535534605,0.1746328546349913,0.1471293496946466,0.5009861347491184,0.5233639128795905,3.0,-0.0836653376369742,0.3155463269900169,0.2622226409212965,0.1076072357307373,0.0381868131868131,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.263544966668472,0.1695063458940019,0.1389539771106207,0.520563052725832,0.5320281653649496,0.0,-0.355698192970975,0.3136959195106417,0.2369884915338047,0.2119782914834735,0.2239826370048833,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2052395440480025,0.1866622911583181,0.1509082422947464,0.4670358217695634,0.5254851410506507,4.0,-0.3605692519990535,0.1907876982070939,0.1694727389370089,0.0913314325226801,0.0635989010989011,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2315333702844866,0.1738640688145301,0.1419345100611659,0.496121737168101,0.508524220037386,3.0,-0.1862140295075123,0.2940442997978233,0.2295581442369663,0.4110511834889196,0.3775637547476939,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.2007655403041964,0.1870814032790576,0.1520858512266015,0.4691666569515738,0.5281069869115782,2.0,-0.9935658572662134,0.2022920027556757,0.1879170099009997,-0.0951270328516486,-0.1239468864468864,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1003716124368656,0.1924927403381655,0.1530623377902257,0.3175202428788333,0.4281615671318367,1.0,-0.4837047363058813,0.2296354148451005,0.2044066145358758,0.2053152110122102,0.3803883793260563,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0654831191499626,0.192249830630345,0.1666918295753013,0.4393368538029574,0.4519721346786037,0.0,-0.3392892936910543,0.3093682225643921,0.2435754730829029,-0.64805352235128,-0.6648233157830666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0386813592902752,0.2070758483304012,0.1766480923625723,0.3871103380076137,0.4252688538619936,1.0,-0.1498862810635344,0.1787524060602896,0.1577616423119033,0.1442634616974803,0.1353329904901916,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0325003226995775,0.2067110278338189,0.1752362727200985,0.4052681373429354,0.4417925781543898,3.0,-0.1033402947646664,0.1926656895579702,0.1685589276802048,0.1685648979447863,0.2117752394278566,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.063804858182469,0.1924223800335963,0.1668517428259698,0.4388496841976993,0.4519721346786037,4.0,-0.3334104779706435,0.3086884892948526,0.2430634989866047,-0.64805352235128,-0.6648233157830666,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0333228944282348,0.2055754802529541,0.1749951458392074,0.3971439989649691,0.3945021813547729,2.0,-0.6221354153199916,0.2028581124685298,0.1816080846668659,0.5048316177333951,0.5464069491041489,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1213225382347568,0.1961590104328155,0.1595475335708236,0.3745725618974922,0.4087686349393624,1.0,-0.6951604882484741,0.1865386507013559,0.1722685815503126,-0.3217886573463498,-0.3400241386066066,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0168811750721697,0.2080152107806546,0.1659849642132984,0.3801343942965317,0.1428653368442214,2.0,-0.5758227742437214,0.2298390555634903,0.1960018853866242,0.1824694087127108,0.3447291397290696,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.0157548237499816,0.2082625220432377,0.1682022310852785,0.1616863857591609,0.1240735356173288,4.0,-0.4533040305221236,0.2223573919544022,0.1941955620531447,-0.5415347028558248,-0.4960937679853256,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1395122376263385,0.1950372722720633,0.1594506103581708,0.3833016312087232,0.3860968250311056,3.0,-0.0301468295379814,0.1920850661016138,0.1613986131114671,0.3772560776547919,0.3563348593851326,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.135778127761585,0.1951148524717935,0.1586638847460894,0.3852064836005434,0.4164223788490495,0.0,-0.2006030542139905,0.1888408679695925,0.1682486177381237,-0.5395923639956727,-0.5413319619607666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0221270346501532,0.2020955182467715,0.1699639768189666,0.2786520816395489,0.3545222537394207,1.0,-0.5775485566307841,0.2291273413064419,0.2052194343525807,0.2587987778387687,0.2758757662642265,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0526268604471923,0.203188357157812,0.1708344298088431,0.3359707491564027,0.3659566964808691,0.0,-0.4300887194975902,0.2233121339562267,0.1986882843988253,0.0704616253296213,0.0649030456415427,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0280449755846415,0.1946053974743096,0.1679815483524152,0.4224929520488373,0.4196815455384836,2.0,-0.0649795317289094,0.3128139906434076,0.2616415524454135,-0.8029545359545911,-0.820456254846787,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0396317027156045,0.1988848431843323,0.1656636899836747,0.2897950913942664,0.348052407532497,4.0,-0.5642019789584305,0.2357824850401532,0.2109804117897422,0.0875915024304336,0.1053630965429287,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0366097032819227,0.2077755213219252,0.178114567391372,0.4143283934576657,0.4723081999891369,3.0,-0.0221368351532986,0.1762281665088493,0.1490606913700738,-0.1310537397100992,-0.1522496143014656,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1390727554028835,0.196635275534242,0.1602040780067287,0.3891209419226509,0.41660953477561,0.0,-0.0124257621459298,0.1842628853400367,0.157936151030012,0.028381545085582,0.0830220497342736,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1303788621488611,0.1951455095765806,0.1596211326330579,0.3750675239354821,0.4087686349393624,1.0,-0.9229157958789856,0.198675152023749,0.1846131672819382,-0.3217886573463498,-0.3400241386066066,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1410957675670821,0.1953215957391069,0.1597016575065647,0.389450227946634,0.3846526746519104,2.0,0.0002823769347273,0.1900851859088774,0.160114268682741,0.0500144023190151,0.0101283810161148,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0144913335238987,0.2084545331738964,0.1681306990441434,0.1374238718635431,0.1769966302262719,3.0,-0.4337568016721271,0.2189160883417685,0.1911137152556837,-0.5110779907685682,-0.4630031309029934,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1017425200175904,0.1960408874597156,0.1601787714462988,0.3279176289963926,0.4209671517009413,4.0,-0.392073102455071,0.2203942028077717,0.1964737104919857,0.2417270376570518,0.2757553090194349,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.1794774482571141,0.1872846480850488,0.1570574869511189,0.4697236817380567,0.5022212156636564,3.0,0.0980793902491532,0.2066019191293434,0.1697934499342895,0.3295251189387905,0.3796925468752094,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.1981598805776021,0.1869326447926441,0.1532909502864322,0.4974698376339564,0.5313101334194527,4.0,0.1307311879988747,0.1950178237377988,0.1586288419900412,0.4132755922549201,0.4358456301180758,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.1866633938049813,0.1906554913459227,0.1588207440808199,0.4736221076319983,0.5052272030821328,2.0,0.1568030533666953,0.1823244731114946,0.1537760040441036,0.4362121901148041,0.4638166271293206,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.1389127890272048,0.1919330883033842,0.1627703586778455,0.4576922554603372,0.4800061700435102,1.0,0.1596375283686943,0.1991592415682782,0.1641731022841207,0.5068085567005404,0.6037386246364574,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0718853507301281,0.2030736036923877,0.170283181167318,0.4516368679644524,0.4874115119805117,0.0,0.0389283158881038,0.1969970881714405,0.1715411983572939,0.5253625415182617,0.555459504375913,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1679362079960672,0.1912057706413385,0.1547192894048174,0.4197808065280289,0.4676379154332599,3.0,0.207729215934513,0.1835802773105329,0.1512006032787604,0.4755317085427439,0.5114624797287335,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1572341970418449,0.1898767638803445,0.1540901241962877,0.4050664826901798,0.4342717027153351,2.0,0.1936989516597721,0.1948906700144866,0.1573250523141807,0.4559883555045224,0.5143540669856459,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1850053997850652,0.1886098499397764,0.1539361460562335,0.4528902046170292,0.5054870052486642,1.0,0.1168566138277648,0.1964044959837472,0.1615411798417651,0.34367878405829,0.3524452843338292,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1939173895397387,0.1855777359178222,0.1503098170511101,0.4516163199888938,0.4911738972079006,0.0,0.0886275741933569,0.2077404126631786,0.1640733486924309,0.3014198707597585,0.3311554286786484,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1792849964137683,0.1900369640181186,0.1539821184049185,0.4330913330840683,0.4717595664048354,4.0,0.1340360355740235,0.1905836624525555,0.1499538525743133,0.3755463296428471,0.4110275689223057,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.1935902089706426,0.1873101273058964,0.1562121078209648,0.486350876815269,0.5100988548275432,4.0,0.1621691689057056,0.1921883189293998,0.162132945774713,0.4585290654003617,0.5022315146154155,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.1712486346635182,0.1927813614859965,0.1612889816328244,0.4665330748934257,0.4989694066956322,3.0,0.19667083170031,0.1764638202733243,0.1486281236452835,0.5380397380822184,0.568942409499685,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0990339081283033,0.1973620396101102,0.1655032807351322,0.4000360161948117,0.4409887959025959,2.0,0.1070989815497763,0.2010922353672413,0.1705888367955763,0.4160276091127646,0.4422084623323013,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.1400435411427474,0.1946622997242387,0.1600814530246363,0.453035531993202,0.4891599145273572,1.0,0.1811131487549381,0.1855320371619049,0.158812123262189,0.513246141999747,0.5279843995014273,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.204281265279354,0.1881951100072514,0.1566277328220604,0.4949924684718262,0.5354278636275935,0.0,0.1788997962508,0.1802988470850638,0.1502318659961357,0.5387532947869274,0.5190683929074021,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1631506741608295,0.1948147095472523,0.1560180081179779,0.4299064874329806,0.487728990640725,3.0,0.177761815623982,0.1736676282397043,0.1480400410622687,0.4277416776375081,0.4114665004757883,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1752747977251584,0.1905494144013699,0.1546233036205436,0.4332928337352859,0.4931184411044585,4.0,0.1737371765553573,0.1857183703234693,0.1541682387027177,0.4192485844871366,0.42592443676035,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.174607069263431,0.1908825459240528,0.15428652680479,0.4291320652447365,0.4650850341364364,1.0,0.1963354434787729,0.182789616751316,0.1501672711229804,0.4546759236072684,0.4818530282926567,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1928404184552342,0.1873097167574499,0.1506715750997861,0.4468318230856659,0.4924198745562058,0.0,0.175351321775724,0.190558987505249,0.1543104280952718,0.4238667862006513,0.5073144090171953,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1625349631840745,0.1913511764129458,0.1562129259465964,0.4265945907887265,0.4731816685737398,2.0,0.2131508020524266,0.184435299596417,0.1526263587774997,0.5133913845441279,0.5571113612909279,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0288444415301852,0.2044366048681094,0.1737493154783633,0.3968809889303233,0.382485383513223,3.0,0.0296286998449898,0.2108703882437808,0.1808491816819441,0.411651197225917,0.3751577529202033,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0425924226520887,0.2030812071055989,0.1735689887040543,0.4024620825914731,0.3820083694000344,0.0,0.0360048940852203,0.2092190528210292,0.1806897169748152,0.3010586809734662,0.2866422733019044,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0202154694296116,0.2050430243918528,0.1739319609690036,0.3591425910165586,0.3679959857656155,1.0,-0.0030233378885899,0.2150102308481267,0.1838975273629135,0.3788618391346959,0.4213415970324885,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0293520276807568,0.2073926430353535,0.1771360057274948,0.3971925457788643,0.3743607053473353,2.0,0.0229772492132599,0.1996039836641192,0.1742786668981701,0.4644907990950928,0.4250129129807629,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0246281131244022,0.2067920567767704,0.1780654786296402,0.3957644199533029,0.4169320104703087,4.0,0.0097256107524928,0.2057367725172054,0.1764331215521296,0.4196870893821682,0.4435109866167112,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1243620308739991,0.195072302239928,0.159720072963535,0.3741496581624951,0.3497199658701152,2.0,0.1081487848622451,0.1989732090481612,0.1586160632475216,0.3624406123930488,0.354015026097256,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1231323997870706,0.1914800286510949,0.1570310179647296,0.3562922352545252,0.3331297212570934,4.0,0.1444441869976335,0.2088494967397521,0.1711816796617316,0.4108385036893576,0.3415332795041272,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1376178333096595,0.1995079372878674,0.1631896295686277,0.3817401001358549,0.3851930112371944,1.0,0.1332798205965524,0.1698678675024244,0.1412036356629634,0.377368771324176,0.3130744481181667,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1510869023659423,0.1925251434711835,0.1570565527158358,0.3983522727080977,0.3814200739182327,0.0,0.077422621480117,0.2006750646304199,0.1600236095970589,0.2854711424537321,0.2780726308911048,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.1346307650328277,0.1962069612090861,0.1601584559962151,0.3756074605920416,0.4004511504290302,3.0,0.1494958420353259,0.1849371351462815,0.1490516074388978,0.3954770981025684,0.4044559514931876,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0871189735196732,0.1988211494269101,0.1669969675992145,0.416194197571605,0.4429024981720829,0.0,0.0491175745442002,0.2066283853582758,0.1769715031224069,0.3048770169652835,0.3579031918313583,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0976772150845776,0.2016707334083873,0.1696671035344562,0.4157821080873115,0.4383009001051625,3.0,0.0686461133355381,0.1872403386203234,0.1607614891262759,0.3320867436041355,0.3456011920611871,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0728984351415829,0.1966157721143183,0.1662038111145928,0.3822644136873985,0.4536816420359642,4.0,0.0673443536719575,0.2192538486210022,0.1864067604082553,0.402155601085601,0.4318864265769943,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0623461322049889,0.2033111708991925,0.1717803110381391,0.4131944129893293,0.4312225249802999,2.0,0.0437866594791414,0.2000146472567937,0.1728661614638448,0.3470576744768719,0.3747559264068018,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.0798508302027974,0.2022173002074675,0.1691771638123387,0.3969320475545518,0.386444845959716,1.0,0.0402636358232598,0.1960156162612032,0.1668918547635504,0.3239602750748761,0.3125050112658012,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1577374921060795,0.1904962931780945,0.1549030909121986,0.4071451859203091,0.3921535185940985,1.0,0.0552336830559602,0.2080789731320856,0.1701233670650513,0.2578301010328218,0.2462726741178454,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1344138811873407,0.1966859775311754,0.160415323197359,0.3803616338479167,0.4174941093361809,2.0,0.1305425548427131,0.1817798095277447,0.1526527789913709,0.4236716780358451,0.3504714874284423,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1387974504722033,0.1942346800222776,0.1573664349420249,0.3807827619426902,0.3971392827106406,0.0,0.1335022408080501,0.1926105300546417,0.1612862478556645,0.3741408801441986,0.3756567387832669,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1232008107650711,0.196290894036474,0.1597001032583505,0.3621495194753313,0.3443395824554709,4.0,0.1558768685756402,0.1894169361510078,0.1594309203082734,0.4184374301820672,0.3623716726433408,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1278378396355596,0.1938677788062139,0.1579707954739708,0.3638253111532754,0.3433870882762816,3.0,0.1568642968868594,0.1968022119555851,0.1633630341088185,0.416905602993973,0.3838412575965638,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6618122481242951,0.122112481681669,0.0987963085726076,0.856985894118337,0.8832180261199049,1.0,0.1415576228580631,0.1693930189259965,0.1339960579753146,0.5247501609320566,0.4951105980412251,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6776038016370716,0.1043424651558642,0.0745439565085866,0.8397153704198961,0.8556508491790328,0.0,-0.4171035786941399,0.2149352327272572,0.164400155204412,0.3123384174492679,0.3505635396195781,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6869192590239797,0.1105200368086711,0.0879405945481349,0.8425421211761103,0.871046012424231,4.0,0.061171911664144,0.2610480168156287,0.1910286709269712,0.5898201163006456,0.633898534997287,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.7306956705910299,0.1088713867548157,0.0783552582554586,0.8635844051824098,0.8847711010085263,3.0,0.0520618880481201,0.1782625580387458,0.1437031307418708,0.4618296142369108,0.4816530190724518,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.651508071049034,0.1237337691794593,0.0958440876671717,0.813359378226135,0.8450989954629374,2.0,0.3245386171890284,0.13944168514056,0.1197861192907755,0.7754877789566749,0.8043040293040292,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6581096434459848,0.1217053213112547,0.0904116899361122,0.8426996741021525,0.8598498029629738,1.0,0.2094242308889419,0.1618908526638782,0.143715053888439,0.7685849965748497,0.8234536082474226,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6420406143861123,0.1206717565010934,0.0984926855357864,0.8211960614100837,0.8048414288063171,3.0,0.1024630032734011,0.1740210606966374,0.147115263492501,0.5989819036232575,0.6446730436820671,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7496438736847488,0.1144508083494515,0.0865451799111813,0.8674013099558189,0.8769709587871024,4.0,0.1679945359587559,0.1819382844689621,0.1437932188484705,0.511162291036227,0.534718905290991,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6848470112572851,0.1031636862591489,0.0720931814585473,0.8782147690617079,0.8905245899504771,0.0,-0.5991591648511772,0.228324576230186,0.1756618828137285,0.3300151082459215,0.3645003194965217,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.721834851239449,0.1106952693468304,0.0882989001795273,0.859274895793357,0.8833490621844488,2.0,0.3204999760793904,0.1420662785454213,0.1178749217671204,0.6414475640701047,0.6670329670329669,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6373352862710451,0.1248265747409,0.0980290430746895,0.7986624810320943,0.790721417787904,0.0,0.2461518260816954,0.1614240815228889,0.1332747802104486,0.568954701388183,0.5873099346673307,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.623958683138259,0.1280135872598401,0.0977149498020938,0.7960928536126499,0.8019081233037301,4.0,0.3001967907504225,0.156213583850641,0.1285421848362377,0.6143756891023081,0.6416558023027569,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7527214160135075,0.1043741595364686,0.0818167582340131,0.8814562727286324,0.9147857629590406,3.0,-0.7704046498240551,0.2214636121758913,0.1789211639166968,0.4269546746145688,0.4251418644932866,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7110880842491534,0.1137826315342526,0.085075668262344,0.8499732644586144,0.8806213217187463,1.0,0.3064789943380291,0.1451612211403561,0.1157743842391893,0.5802894657162777,0.5749084249084249,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6818057311762462,0.1121808088410424,0.0861444125628611,0.8260446395633652,0.8580258411725379,2.0,-0.2023297925028295,0.2931232774417399,0.2282970899260821,0.4638997104256279,0.5134615384615384,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7281857173823392,0.1038383358847836,0.0774036779619583,0.8680330079129384,0.8980540361699378,3.0,-0.7161776686244743,0.3295740215945317,0.2640399866790812,0.2299603233399696,0.2396520146520146,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7303587434094111,0.1096702765367836,0.081848583043841,0.8601934941811016,0.8809589875939261,1.0,0.1838744852844583,0.1505923559595758,0.1120104550979447,0.7355881558370563,0.785989010989011,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7678822244135333,0.1102031358894754,0.0849410166533007,0.8774752260981642,0.8931358103779631,0.0,-0.1191416564206746,0.2110102425746066,0.1641903772339318,0.4449083960535429,0.4541037167533649,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7674742844429187,0.1009657235349404,0.0787454550151702,0.8819655807157218,0.9035863156243896,4.0,0.3657677175072249,0.1302609419611072,0.1078825505097617,0.6677276319772516,0.7280677655677655,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7374863372399014,0.1018939377850415,0.0827507063132351,0.8768050707887696,0.907348480262814,2.0,-0.203116444865127,0.2932191531390011,0.2287704130805939,0.5296038045688658,0.5467490842490842,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6398972841504886,0.1253943267225517,0.1000516071419747,0.8089004671026853,0.8313566340442041,2.0,0.420496282108845,0.1039575307384118,0.0830549606802541,0.7194084815526492,0.7162087912087911,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5813950054933915,0.1346692199536872,0.1017883524597092,0.7653055450337296,0.7990416095000412,3.0,0.1187064543655576,0.1709270729464446,0.1470942520743373,0.6494096537160092,0.7247287032013022,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6344067475231547,0.1270683287150438,0.0941903942991969,0.8149275594205697,0.8503062718101814,4.0,0.3836235916577263,0.144003366623788,0.1208248476843337,0.6408800508222281,0.6283505154639175,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6156485506193391,0.130349547185166,0.0963946740726196,0.8004635186739686,0.8267253238164939,1.0,0.3382389261698491,0.1539553002368381,0.1200280894182903,0.5900316551110125,0.6461611502984266,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.7697274200245492,0.1008333361790713,0.0713478548609757,0.8785921857868096,0.8989886023810866,0.0,-0.0413275790051546,0.1740379114845468,0.1374122836187964,0.4790175616215874,0.4954391369173208,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7130870293507137,0.1066833571935123,0.0853662920021329,0.8605665125135435,0.8909466819461221,0.0,-0.4187465365733485,0.2996568813848854,0.2403738595959107,0.2911928410989708,0.2881868131868131,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5983857854744286,0.127818375962342,0.1011780387817768,0.7913837177933785,0.7776588060823347,1.0,0.31727783381826,0.1517740885583466,0.124437528533243,0.6252356131779064,0.6676398207013741,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7310549136939528,0.1085851096140852,0.0823222899775514,0.8598867479360288,0.8805393987084917,4.0,0.332817035746092,0.133601863785067,0.1038270249056747,0.5923804012392083,0.6587912087912087,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7470705151191734,0.1150375125817491,0.0878476195678757,0.8701627370978555,0.8786045270125988,2.0,0.1655715295885426,0.1822030165835096,0.1443029577523698,0.4948219518696627,0.5116383411566314,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7161523354510981,0.1060168038951762,0.0812206516111843,0.8513098514729172,0.8785233085065114,3.0,-0.0338276245360964,0.2820370635920032,0.2097772326037826,0.7255223122613017,0.7490384615384614,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.7077476110032384,0.113192460928508,0.0855792559548152,0.8574471139147829,0.8805258136585126,3.0,0.3116606998465419,0.1357035863928177,0.0971323598282343,0.5666961913913341,0.6366300366300365,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6811377149229727,0.1182333633805824,0.088013231116419,0.848293620617562,0.8709796850194389,2.0,0.4219602576759496,0.1243566149502186,0.090169962284758,0.6554182027088339,0.709065934065934,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6675975119870754,0.1215094416430026,0.0917044291177858,0.827490525716683,0.8548721940374195,1.0,0.2653073402631707,0.1629530330288716,0.1401551219887857,0.564721299607289,0.582921866521975,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6187522062014499,0.1229773845891977,0.0956903816067296,0.7882410536210963,0.8278938563932967,0.0,-0.6103081826634891,0.3192466495460199,0.2517661668328332,0.3268680082032753,0.3249542124542124,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6952902336632174,0.1148971691865821,0.088281740779413,0.8419834789063132,0.8638384305875111,4.0,0.2546951528779756,0.1571873287875941,0.1361172714635365,0.7343255079747533,0.7977753662506782,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7585645498163385,0.1031283863221923,0.0827274969959341,0.8851849479198558,0.9063771663855652,3.0,0.3747857491913596,0.1362732771982405,0.1143913654286134,0.7071684361979791,0.7368589743589742,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6384951360884694,0.1212678924335264,0.0957642289957008,0.8132655093751562,0.801966978926217,4.0,0.3636992410337673,0.1465233543542905,0.1171654739120594,0.6234426335911597,0.6589894676705826,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7055361325571307,0.1126087643951331,0.0882489447219312,0.8472489686832588,0.8429114275669598,2.0,0.2082886266048675,0.1664707087707184,0.120597151135512,0.6086056401667475,0.6312472621760327,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7540353393539246,0.103697181841159,0.0794796548043062,0.8690379202570498,0.8931630398595686,1.0,0.4536505545526992,0.1177291695122043,0.0984587518874649,0.7110088235865117,0.7875915750915751,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.741327162257344,0.1076485708696506,0.0834987326996422,0.8655766427289002,0.8905161906281729,0.0,0.3517553039766067,0.1362325468516005,0.1115834779432199,0.6599643812581387,0.656135531135531,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2751022943937156,0.1794387581292129,0.1429859932987421,0.5297610233041663,0.525337534849629,3.0,-0.1905946013209238,0.2074395455825965,0.178560821562853,-0.0613963281588888,-0.0575963103635377,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2756934075439767,0.1789396091097696,0.1422104448198223,0.5363724899036861,0.5280608516516976,2.0,-0.0798956106229589,0.1966685538086535,0.1629216524520384,-0.028383657801509,-0.1112045577862181,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2022696513330265,0.1724088170549215,0.1412590732833203,0.4588968454044286,0.449314632281815,0.0,-0.062659718800867,0.2295753407641278,0.1774446954224361,-0.1410465738637602,-0.1144200626959247,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2104959793642993,0.1768109744770474,0.1418604300037286,0.464212076080129,0.4910617937493638,1.0,-0.6114630016902434,0.3521212926488323,0.2674017663541399,0.292842520063691,0.3212912087912087,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.047389297948155,0.1793592854613798,0.1462075449652389,0.22744885209422,0.2322129219310847,4.0,-0.942887051758808,0.25166950305602,0.2091516140529619,-0.2203108013080555,-0.1833553363956774,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3086559710457077,0.1748205061913197,0.1415379742928796,0.5654130489821153,0.568490602058516,3.0,-0.0013454702365425,0.1893808253959268,0.1571321127970816,0.0534183018684225,0.1063480006692062,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2653145791031098,0.1799079892700169,0.1435051617300073,0.5224040009254954,0.4135595792617394,4.0,-2.2372106471018784,0.2994688042191864,0.258946695936523,0.2102063436269139,0.2017332814898806,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2579074208308503,0.1817283287932601,0.1424800564035098,0.5211787704568541,0.4353161385175662,2.0,-0.3273360191029106,0.1996990592974654,0.1710454859621857,0.3718867523068355,0.3448602539303295,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2635909265466765,0.1795779808043077,0.1450571670968228,0.5291266027685045,0.5381730116945815,1.0,-0.0110546064243257,0.1440624268711264,0.1108363380867401,-0.3217886573463498,-0.3400241386066066,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2834059974990357,0.1776700758096951,0.1437163947393957,0.5452524837093475,0.5453959828174612,0.0,0.2194172553713966,0.152266981794093,0.1292222924152529,0.5395923639956727,0.5413319619607666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2275021728327924,0.1772708759341527,0.1453003731166275,0.4770701464094727,0.4259976628579115,1.0,-0.0614817057164107,0.1892482571338329,0.1497648908371846,-0.0557680723199093,-0.0205351126475844,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2095259302347518,0.1756129985628899,0.1387645720610821,0.4740058537753223,0.4769799872258889,2.0,-0.9677036981262526,0.3779263837240066,0.2918632314164839,-0.5977265976644514,-0.6347938144329898,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1832918627136416,0.1785033149576941,0.142495992203729,0.4596416735716327,0.4768186500124482,0.0,-1.0480092151029856,0.3855611919023869,0.2903260455476098,-0.0718741274264579,-0.0925122083559413,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2840642668544557,0.1783261000895978,0.1387620563391746,0.5530783989489263,0.5421837497995148,3.0,-0.1319800872689502,0.2022688435952551,0.1719922146226835,-0.0515566918814633,-0.057067281606077,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1745342546869965,0.1753803541425186,0.1429605863043535,0.4426962337957134,0.437118039021411,4.0,-0.3588628777227207,0.2596067292536347,0.1858192817976055,0.2624883232634651,0.1748765857088448,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2842048416602682,0.177571016733282,0.141564132947841,0.541984205082914,0.5453959828174612,2.0,0.2276193330068342,0.1514648863558778,0.1217688152962499,0.5395923639956727,0.5413319619607666,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3294516665680504,0.1661872967028821,0.1358693453011621,0.574182637057288,0.5427263049457399,3.0,-0.0595447338701264,0.1940549716705954,0.1590994522081903,-0.1414504286311304,-0.0254355735731168,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2906910069931232,0.1625732724694092,0.1295988077964095,0.5395029449424334,0.545621830180318,1.0,-0.2393656518412465,0.2479293011681693,0.1735323493355001,0.5440367407165579,0.471946505544971,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2568741625709264,0.1714366103249232,0.1321537140477706,0.5148232904765896,0.532770981989053,0.0,-1.2172900939486526,0.3980611212343792,0.3107669112998789,-0.64805352235128,-0.6648233157830666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2867498674758065,0.1775686102934165,0.1409239582137589,0.5704368135208076,0.5605598542976753,4.0,-0.1151295764784994,0.199851173916889,0.1638293719146784,0.0216361800609493,0.1063480006692062,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1909337534822728,0.1876224979519222,0.1499888863870969,0.463764228890929,0.4586829283030477,3.0,-0.3746023522734671,0.2041036745782874,0.1682537205902575,-0.0249559538287222,-0.0742652444607214,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0246574482290957,0.1814866661516453,0.1410289588303274,0.1989015253552166,0.2019609460110503,2.0,-1.2054969658159722,0.2681390379826268,0.2222170562725244,-0.1607319911796471,-0.1326242118081092,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2741680154917676,0.1778510101765557,0.1443525226908791,0.5284023610097109,0.5064326125810632,1.0,-0.1746630907935218,0.2023892740674203,0.1696018252466449,-0.0065513171721698,-0.0195261916620279,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2686048163198912,0.1797273951940657,0.1462197767476986,0.5215202227290185,0.5271886816566864,4.0,-0.0724287296581538,0.1899476222817687,0.159821011855702,0.1515424981025908,0.1293950081389039,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1686085607214252,0.1914625744578984,0.1534711133375277,0.418375743410639,0.2566071250309246,0.0,-0.2789871823556045,0.2067630976110325,0.1759001366836224,0.2431699158088383,0.2307588745684788,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2069127134793675,0.1757892409624935,0.142293960618321,0.4810141769400666,0.5020992647735478,2.0,-0.5458539219929079,0.3768771128923063,0.2772551492391974,0.8029545359545911,0.820456254846787,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3229000654046462,0.1669971908071868,0.1386697085230687,0.5738833682695061,0.5427263049457399,3.0,-0.045115813431676,0.1927291183289907,0.160194733606764,-0.041262772754599,-0.1203972971915836,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3235892780794364,0.1740998866243533,0.1392887174330541,0.5703158179212864,0.5761973950655536,0.0,-0.0525464007403864,0.1788304331022029,0.1467777375804932,0.1310537397100992,0.1522496143014656,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2937077442055696,0.1781026689030379,0.142860285964685,0.5639041553479256,0.5728334029350144,1.0,-0.0492381202921721,0.1875829251633667,0.1527138704779468,0.1645724283401257,0.2687342429895281,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2806589572841284,0.1775848395140282,0.1442086205184891,0.5384619085793249,0.5457121144593924,4.0,0.015212412628683,0.1623159976440687,0.1358891458203064,0.4288917738665929,0.4736654667156709,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2587735696709864,0.1809312903318768,0.144656057505568,0.5139358402980582,0.5010587359197692,0.0,-0.7550550201435005,0.2429936975225672,0.2044255628290059,0.007233810109727,-0.0917254476397178,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2752522986354576,0.1802132297427042,0.145179848742018,0.5255724796577886,0.5279643357695457,4.0,-0.1588932175726773,0.1876473837472723,0.1551698326405677,0.0333932525451403,0.0338369963369963,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2577613272216733,0.178577275130279,0.1462048519005244,0.5111747474360001,0.4670724968834714,3.0,-0.0580535144234932,0.1912406439885145,0.1540786161991557,-0.077245884905556,-0.0462862186154161,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3673564396006447,0.1819362750078023,0.1459737066873104,0.6070310543275317,0.5287657484518472,2.0,-0.0527471242482222,0.2046553197248885,0.1638027830202874,0.2951566760438936,0.3043797872943083,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2302853243693264,0.182612719962976,0.1457656612530223,0.4881262249088886,0.4782673237414669,1.0,-0.0462451594468573,0.1862375679840687,0.1541349569083449,0.2344510040629845,0.2649213239283776,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2832200763928207,0.1804492146685648,0.1445532839066997,0.532643126718527,0.4366056992666896,4.0,-0.1237688732037587,0.1983916843029118,0.1700190339988672,0.2267704015245788,0.0169120701388009,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2618262609233479,0.1697040237842183,0.1358131480757327,0.513466428221029,0.5271786403979039,3.0,-0.5643331406700354,0.3369705788388271,0.2532347668279144,-0.5424429512799611,-0.3010891447517788,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3307212042800448,0.1731796189235411,0.1378229734699308,0.5768843984155275,0.5785214837298611,0.0,-0.1694131332295625,0.1884971492767094,0.1476877684958599,0.1310537397100991,0.1522496143014656,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2976677029085172,0.1754727923294229,0.1425494771149481,0.5491874651711988,0.5457121144593924,1.0,0.1237926176602735,0.1531064533684023,0.123506452147136,0.4288917738665929,0.4736654667156709,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3561049065447663,0.1675119688743535,0.1362017051399042,0.598087031779388,0.5833841780936064,2.0,-0.0075134080464331,0.1874373987150966,0.1516794767599795,0.1305717094753327,0.2812465311133518,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6577754394560729,0.1207126070556222,0.0900789249989697,0.8233564513399756,0.8458297521974333,1.0,0.558258515383809,0.1452902310919684,0.1068961301636865,0.7806742749178552,0.813092222534947,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6727037690628297,0.1174667982840482,0.0882728470244236,0.8338426452556111,0.8565600047049162,0.0,0.6357357632774692,0.1336021772195629,0.0938296861529893,0.8064088704853847,0.8439011968423732,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6480297225446177,0.1241086437873322,0.0920969491227906,0.8226051811502093,0.8447292042191542,2.0,0.6369126559958341,0.1253029210368962,0.0925937601658802,0.8108689336963653,0.8279723372602629,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6221030214669887,0.1262019077574561,0.1016788654827922,0.8006151828076793,0.8292304263623882,3.0,0.6680687216529475,0.1281580908968315,0.0982489294001172,0.8279826342597576,0.8625608137992037,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6488360143731395,0.1236600175200748,0.0992494000160393,0.8138064984346745,0.8365033909444811,4.0,0.6440264348139869,0.1251537819971205,0.1016468422742502,0.8145756865650938,0.8342413520432096,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6943026639622594,0.1148856274881422,0.0943454207554851,0.8567285962554521,0.8845005514863307,3.0,0.695440775231136,0.117458299090707,0.0947109416095984,0.8482444523609707,0.8682099634112017,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6354706147219011,0.1241297530490113,0.0901890694550658,0.8489504192525164,0.8717904166223863,2.0,0.6102425098244575,0.1384334011501944,0.0981523174042846,0.8460000378322027,0.8645778885716966,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7021273843066316,0.1138226796218678,0.0831522891452705,0.8670794093972236,0.888491527539752,0.0,0.6848396291984321,0.1174964566872256,0.0838593902676138,0.8775631905535648,0.8804765925508958,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6849275691235543,0.1176003286419907,0.0942012934690149,0.8428938059657682,0.8618064504812738,1.0,0.6183620452680091,0.1256132094383216,0.0964113337680872,0.8083437233057698,0.8568982616970232,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6922486766406161,0.1153843618513824,0.0921834679165284,0.8477028653205695,0.8716156331155936,4.0,0.678985922743782,0.1200436575692245,0.0983839083588571,0.840936029507784,0.870109766394596,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.7043953731211865,0.1157182893064808,0.0896384353613007,0.8486702618795268,0.8772102530027374,2.0,0.5586625354003097,0.1279111972323878,0.0979410027511894,0.7517300269911804,0.7741244823288166,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5217150383160784,0.1446474725815375,0.1096404535697691,0.8213361828716887,0.8529610018169643,0.0,0.6062607277063865,0.1305672963217836,0.0985964018122627,0.8454635014754366,0.8669802849369412,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6773368296282263,0.120833137083004,0.0883470133025334,0.8505533663948932,0.8808923141687105,3.0,0.6756880534817891,0.1080962794077182,0.0830489989008186,0.8348418308254226,0.8432578773136048,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6739260491739706,0.1198515962469731,0.0924278884886482,0.8291631884379758,0.8471605418495067,4.0,0.6130517339084688,0.1275972201902716,0.0973776363625862,0.7939922136916395,0.8130855212898556,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6735836493465865,0.1189209276900186,0.0926951491121085,0.8267696461552831,0.8556509034780267,1.0,0.6977797528832252,0.1166320764320315,0.0925255868936063,0.8376968660274928,0.8716007934274187,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7433167364080335,0.1047933710730534,0.082065258380608,0.8649087652077401,0.8849161008214002,4.0,0.7426278404391351,0.1099575953157648,0.0839879073258104,0.8669583160349242,0.8909841448541137,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.759484461102435,0.1040481733289765,0.0802790836190712,0.875078668419103,0.903445216101131,3.0,0.7512291572478709,0.0972571795546146,0.0766204032600293,0.8700062366533359,0.8791162397973543,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7435066587442751,0.1067335584867594,0.0822992143294822,0.8624327374410394,0.8885358940733535,2.0,0.698910831628343,0.1106049812095074,0.0864583464878702,0.8396365537652675,0.864500824253146,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7773510973703794,0.0981376904901188,0.0745726190398244,0.8850118789567778,0.9071671039693604,0.0,0.7612281367205027,0.1029227574761102,0.0798029869205306,0.8767933571149051,0.893118491415705,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7120856012476409,0.112277201448709,0.0921946687715872,0.8741004592352747,0.8971324258485617,1.0,0.6655867685054868,0.1200309601174538,0.0960826542213397,0.8302514571895381,0.8454458338359266,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5539045242372929,0.1404912047014334,0.1060552926938543,0.7602492703072046,0.8019008480198597,4.0,0.5069381731541116,0.1427122906929845,0.114078901729429,0.7319204723266454,0.7534209856191281,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6439491138010556,0.1267413255497139,0.0947512005436756,0.8157591784115675,0.8398813865883065,3.0,0.6261566831012638,0.1169924170767917,0.0847406341086892,0.7969101574967351,0.8459316741050485,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6854632168445831,0.1169571629971747,0.0886681141893608,0.829253669087987,0.8586509065733664,0.0,0.5712512775314578,0.137153017314893,0.1023773644716633,0.7572119542181108,0.7961816305469556,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.554350713816717,0.1382614622534135,0.1142336656749453,0.7941392572434476,0.8312188209026219,2.0,0.5908661432632021,0.1351508682464474,0.1091090212163266,0.7909995918749405,0.7981383941136263,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5924462835764178,0.1337489896296557,0.0968834783048681,0.809518859907188,0.8422165107475349,1.0,0.511522150221307,0.1443667161782582,0.1092144831269681,0.7752086521902308,0.8080059775106214,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6824622136517778,0.1179043180337685,0.0871178017179249,0.8509020023103053,0.8642551736021189,2.0,0.6738039167170154,0.1183415672778406,0.0877848297563623,0.8388787975671875,0.874371758272687,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.732215916569094,0.1075257911570939,0.0849315662424277,0.8659813369972356,0.8846170394315307,4.0,0.6656093787170521,0.1223368067198566,0.0964861673248709,0.8236915961135786,0.8696105236352913,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7120028216393397,0.1108654976596291,0.0881506156838013,0.8527374956358087,0.8763673920422949,3.0,0.7120401959465497,0.1169422828491443,0.0901343590196039,0.8515171854830881,0.8722843204267351,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7424939514465438,0.1083798527154061,0.081172252097586,0.8685003964092843,0.8916989183851821,1.0,0.7148149561113961,0.1009040918475932,0.0795655417413414,0.8493505193563913,0.8527702947207589,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7016673687501467,0.1123329327039405,0.0821374852276539,0.8621468346322014,0.8863007493817061,0.0,0.7005022279148345,0.1211363723870515,0.0848561062754409,0.8795267292264866,0.9009287925696592,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6946748435373408,0.1175010667860653,0.0885127240974852,0.8452698901265283,0.874697095230185,3.0,0.6785097702611419,0.1095673772123526,0.085159801700064,0.8297879152568151,0.8496776701111065,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.628691381081194,0.1240170813036609,0.0943040596568585,0.8042002227316633,0.8251011918089062,0.0,0.6572747638929972,0.1341977120799045,0.1045847372802436,0.8315391425789322,0.8578732928578128,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6043463803322418,0.1324927082636933,0.1056899670253568,0.7813949255128887,0.7995663429285421,2.0,0.6090947555733872,0.1241205798400566,0.0967177874770089,0.792733090225709,0.8222829801777168,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6997698773293601,0.1154693576013298,0.0893249536510278,0.8391956892814156,0.8692649806696047,4.0,0.6777020900621863,0.1142466132274778,0.0892057844998475,0.8321457844868336,0.8446383338024204,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6255871386640891,0.1236047615047207,0.0909567585043499,0.8083339768943895,0.8351372628325041,1.0,0.6117951622181373,0.1453819640957167,0.1114974193021788,0.7986869561464127,0.8361344537815125,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7495278470364222,0.1051543968818731,0.0817239376893087,0.8731060860933806,0.89907315215967,3.0,0.7411017280013844,0.1038782514667361,0.0836672877112345,0.8723949058078607,0.8885113854154101,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7745264121353691,0.1001941395079921,0.0777259707520024,0.8848180107960835,0.9077444363850976,0.0,0.7526309775779519,0.0993561536417529,0.0764449634490546,0.8730156416721034,0.89464637529653,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.735080923889125,0.1067363721928966,0.0810384490772307,0.8657640210030709,0.892866996354722,2.0,0.713785095771438,0.1151070490905784,0.0865423649436485,0.8562155600965744,0.8773973704314261,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.677075594200006,0.1187830568344823,0.0888912786571277,0.8450130394696725,0.8730009523328027,4.0,0.6756416774855701,0.1188183817320785,0.0904774923331751,0.8425104734135589,0.8633448594748904,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.774446726186502,0.0988232345720002,0.0758081433714937,0.8818253055849323,0.9046542557307632,1.0,0.711623292310386,0.1139517926559229,0.0850308497280443,0.846226494908074,0.8827014059212202,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2834133083752717,0.1786633478216599,0.142250543505425,0.5349674347580697,0.5401352560206935,3.0,0.2760280638252667,0.1688708771909604,0.1339589276368693,0.5343590368444706,0.492943588918821,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2925526874753209,0.1738186398510158,0.1394724344949323,0.5414743973773428,0.5244347136140257,4.0,0.3145093752258369,0.1804200371938067,0.146855920966694,0.5624701583084143,0.5867744226877354,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2386042006571226,0.1810660584937014,0.143881314906121,0.5058459197594193,0.5128460718593396,2.0,0.2910814034815581,0.1806985885155839,0.1476885644067996,0.5681894340983118,0.522744025840001,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2635358897903429,0.179625702019196,0.146200487411264,0.5168614773291924,0.5207963999137433,0.0,0.3305747395239181,0.1690407954318859,0.140353205944142,0.5792574744713219,0.5649752724056128,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2614221524202678,0.1785307516055882,0.1485637796220696,0.5192413917626187,0.5147624997549524,1.0,0.2164654725655536,0.1889844905721388,0.1464767480342172,0.4732161369779592,0.5260979990082156,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2837810844980253,0.1787798777286863,0.1460736717166434,0.5618839579377733,0.556593235357474,3.0,0.2776990363937476,0.1637375876721292,0.1299396947774748,0.5397992998496298,0.5598733636176292,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3150658183461932,0.1748847066170812,0.1415887222726653,0.5753303652655004,0.5680865777137964,2.0,0.2256101326474718,0.1751802270710898,0.1438056983615636,0.4960716339621834,0.5034154899878502,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3190664709126982,0.1722938370774075,0.1403314808004051,0.572330906270512,0.5717146685262152,0.0,0.2294623878764284,0.1834445908895362,0.1501196235148142,0.4962384499985853,0.5112986010586111,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3036424043231795,0.1759398496231764,0.1417156106614744,0.5547636937350191,0.556292271948873,1.0,0.2824555501330695,0.1702135837033597,0.136207834430345,0.5327938726408279,0.5413124684151828,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2802229103091826,0.1775594504218511,0.141981776277628,0.5509359394271933,0.5511164288369322,4.0,0.3096153210099512,0.1724876013376906,0.1396103299975819,0.5684165637769549,0.5719555919175915,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2402343528865159,0.1835763484899274,0.1452016472686302,0.5138091245749282,0.5029946378401134,3.0,0.2641129564123888,0.1731985116334269,0.1426066208777414,0.5178501916229155,0.529009690000402,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3231054374508454,0.1697975849781504,0.1355467787411649,0.5688093478190662,0.5543985290946442,2.0,0.1306092517265578,0.2012177916828837,0.1575072626308479,0.4062776695602356,0.4132959403857235,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2807431874981997,0.177556859123445,0.1436372650384718,0.5343364668926712,0.5231612393326862,4.0,0.0715869756398013,0.1979516205837705,0.1606254531469174,0.3617468509405366,0.3098220149303741,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2584436974515858,0.1785356865668719,0.1422775464368587,0.5130255776996699,0.4973380079839126,0.0,0.3755595453585235,0.1700544398202251,0.1385940530546855,0.6201854184577625,0.605098977389999,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.233208999145052,0.1818329708554693,0.1442032770670585,0.5171742407057822,0.5057704867627805,1.0,0.3004341327650106,0.1789800299922004,0.1366599596469989,0.5623887737863044,0.5701754385964911,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2963862032814491,0.1730551123434558,0.1397283408070755,0.5450233453203619,0.53879471887458,3.0,0.3470545370496738,0.1770370455793927,0.1446677625694923,0.6137908758863966,0.604076603734128,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2977684146705616,0.1746137616965027,0.1395319780995186,0.5531493327954455,0.5603685910810966,1.0,0.3301987789483123,0.1728768266877569,0.1402995791249122,0.5853176335160014,0.5613887362329264,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3036077723859598,0.1741692358035691,0.1385089197833621,0.5711720727147017,0.5594562284393981,4.0,0.1991833994624245,0.1867216643938068,0.1479670232044287,0.5099232690397936,0.5416728866771258,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3023724082499862,0.1747702602816879,0.1404273985898089,0.5559648492651139,0.5600163036076333,2.0,0.2990153431289578,0.1725795371239175,0.1377081572163737,0.5851965451543729,0.5634570188613172,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3229146853647291,0.1748804015739496,0.1399677851373545,0.5738641162083402,0.573708112371716,0.0,0.2096411802445869,0.1719145455942116,0.1403354174732167,0.4885692015313992,0.4989024450888383,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2419585802451892,0.1836802951912549,0.1474864185423391,0.4928959004546517,0.4940705675511428,3.0,0.2509016675347644,0.1736204003892823,0.1388473679000667,0.5014251237989242,0.497781887874767,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2108681785154745,0.1868961007661355,0.1487936091416657,0.4796530475338655,0.4990398256704764,2.0,0.1918363283155252,0.1825316088648143,0.1444171980642502,0.4695832577232312,0.4734798225510299,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2483076143797365,0.1792830593081706,0.1420441059617022,0.5028302220547597,0.5173702201508669,1.0,0.2598519608776934,0.1870604529287689,0.1509133542096437,0.5226697256584647,0.5293212978971491,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2422766357727406,0.1813272130661867,0.1472328631307498,0.4956432705876754,0.4819967313214315,4.0,0.2364958895208135,0.1847647662706512,0.1468487362811368,0.4931013140126218,0.4923840349536943,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2611076837722508,0.1784493811983948,0.1449644928374568,0.5122757846139953,0.5163502541789664,0.0,0.3000216564234935,0.1791668134653618,0.1478908689418276,0.5575264955408167,0.5560793695468618,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3031552742125439,0.1723020585030681,0.1391021692627781,0.5603078614847845,0.5661938265936499,0.0,0.2702961878010267,0.1866550630253238,0.15382462770916,0.5316790707362156,0.5350329095766498,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2927134073052366,0.1795988556595873,0.1451879690766752,0.5607405260829141,0.5480809874217871,1.0,0.2404961076353212,0.1647954660231199,0.1332075775280611,0.5313338812646204,0.5724769428513052,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3368822689240399,0.1704713156203897,0.1379277660706413,0.583115487150779,0.5756296437117324,2.0,0.1495602415072248,0.1885290103719822,0.1461902050052405,0.4206165979237063,0.440894966006466,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3159184456919321,0.1726085666929725,0.1383323520804032,0.5687945232743643,0.5670370017600622,3.0,0.2758426427538887,0.1783271745521939,0.1413857889566101,0.5252342514127131,0.5261709623217945,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2559035037185575,0.1792896120346621,0.1434173104972392,0.5175287932901895,0.5323782937637929,4.0,0.3948751098232399,0.1657267197490785,0.1356406992141985,0.6475919500797755,0.6237084839149749,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2612920334592934,0.1788693834003348,0.1432465089996596,0.5174359227177558,0.5121737641082998,3.0,0.2427766412563947,0.1847353885302444,0.1418891883878238,0.5043823578808724,0.5253843164059881,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2766126375135883,0.1782218417555313,0.1405336564829659,0.5289893750449344,0.5294282185598623,2.0,0.2399175399652817,0.1787406649123375,0.1434470384304152,0.4980372897943536,0.4721596772680363,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2123765826658673,0.183898737863295,0.1449165820359036,0.4867085171782712,0.4714513737632829,0.0,0.079331052336501,0.2068609996385956,0.1663878129739373,0.3632435454345645,0.3772398911717797,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2616275644010484,0.1763748861160974,0.140771872097032,0.530277454756732,0.5158835285632776,4.0,0.1975260856510913,0.1996143703644858,0.1607517743869548,0.4894249541582264,0.4617559942637341,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2681205570603793,0.1792333411324104,0.1431879841982755,0.5211650231219729,0.5271652158122327,1.0,0.1892359115110151,0.1855312299314347,0.1500473619837028,0.4641791108990402,0.4525384316405987,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3321754007714176,0.170829271621543,0.1370449906749314,0.5771375245310428,0.5706429016863129,0.0,0.1863502770924627,0.187437151624171,0.1437678273959255,0.4496990589519216,0.4507494384204163,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3170017409415376,0.1732115308249104,0.1394212035555602,0.5691646453592512,0.5597230196903809,3.0,0.2758743935709667,0.1749264106646774,0.1446221701147121,0.5264566980560089,0.5220360672056917,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3003788966094693,0.1744224738895669,0.1388974313564935,0.5510766374125609,0.5529744009759162,1.0,0.3365613438232199,0.1703707071495678,0.1397028995648163,0.5831553818015346,0.5373761518470092,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3267647593459283,0.1727187602741876,0.1366289332500615,0.5733455999242605,0.5764608664933634,2.0,0.2303303654536765,0.1777298396301032,0.1432612194930551,0.4936324414674006,0.4495656300391814,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2822127292786252,0.1775285840441159,0.1430313782299997,0.5358270778089284,0.5353977570805071,4.0,0.4145277803262728,0.1580562833676193,0.1316514220065275,0.657968238573436,0.6489422964026108,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6788407757930603,0.119551158365104,0.0849433830582075,0.8486362211530261,0.8651618496608057,3.0,0.2202228544676849,0.1530632147160982,0.1219212213025219,0.6144163647297739,0.6014748080006753,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5834165557496526,0.1343436504125427,0.1048850416141563,0.7718496811628932,0.8142286214747424,2.0,0.0825288125712817,0.1744001194488317,0.1365564791938105,0.4362636841738319,0.4543543136190993,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.509930277757819,0.1420730537657446,0.1139598994799958,0.7614743629563874,0.7587172708543082,1.0,0.3679834886695536,0.1498750487272839,0.1236277817919091,0.6974356670742925,0.7206577652753289,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4090274229761612,0.155050232477133,0.1218780908332651,0.7036845181301766,0.7209057039506135,0.0,0.3376751360411582,0.1494896624490571,0.122724315070062,0.6526428407162321,0.6709613863416636,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5625991999255748,0.1389882281761075,0.1093303945671871,0.7640790076400829,0.8068093240888164,4.0,0.4217030529026677,0.1394842242356636,0.103497416743003,0.7220112978176663,0.7392837764514377,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6367900986949042,0.127576912142723,0.093564191220175,0.8304191715294353,0.8661220127290138,0.0,0.1502801477977099,0.16067883919231,0.1347749921697056,0.4677430585006119,0.4638736263736263,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6068707970256493,0.1152215703492702,0.0929826491700612,0.8053908222886195,0.8085881855896576,3.0,-0.2949376897256643,0.2054618765155558,0.1558595523832328,0.4161761428673021,0.4626851201240866,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5503494687337832,0.1404028820084899,0.1070225539158042,0.7645900805514605,0.7984192366676451,1.0,-1.113230764370205,0.2377735296155161,0.212507861562942,0.4045337081444716,0.4476190476190476,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5467249066068725,0.1237220379220556,0.0887616963613262,0.8034862569114192,0.7996053680155077,4.0,-0.8044564202726578,0.2425381236923674,0.1923182505254767,0.4266249428857608,0.4785160253808292,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6640341111249528,0.1226989480330033,0.0969284152762267,0.8305387985312866,0.8657353366451918,2.0,-0.1101253351193365,0.1836567142426457,0.1547789343114075,0.4626445759839218,0.4684981684981684,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6606627340487627,0.1202030239416461,0.0906208117852747,0.8329410322871548,0.8144748080919023,3.0,0.423398512674848,0.1396071592035882,0.1158370869383465,0.7044186227338888,0.7517911762292369,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7858672152093049,0.0976191835150676,0.0682664509489026,0.9095684197397051,0.9224147584541944,2.0,0.2364802293634704,0.1514592224043152,0.1186693388496732,0.6670446739887468,0.6705151713917726,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7367701999746783,0.1173565353745687,0.086104573590038,0.8731202360406596,0.8840185477769508,1.0,0.3481597634878427,0.1610391941215135,0.1316911493243883,0.6216428027035545,0.6029628667783566,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7227929785523959,0.110504462466567,0.0887116805063661,0.870675355477047,0.8992627979040644,4.0,-0.6609342183505635,0.2221122350093211,0.1923147391408859,0.5766304507853693,0.6044871794871794,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7741827345330674,0.0996943759434838,0.0714047080912126,0.9065643007185764,0.9119074374689452,0.0,0.1141166971614778,0.1723290128004876,0.1358247129434527,0.6432282019391613,0.636596867847514,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7649553850830543,0.0890925295451333,0.0627931203030675,0.9013501681655064,0.9130647268434324,1.0,-0.3245812545380098,0.2078002744903866,0.1595951040772574,0.5457736176714257,0.5730456458049504,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7887485634092,0.0965913125312405,0.0738816426145981,0.8947809841117975,0.9136924599527818,2.0,0.5351778306334168,0.1250526957427425,0.0879089187746588,0.7625325431763212,0.8002034725990232,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.729131045900993,0.1027333410538238,0.0825275837090209,0.8730273224081714,0.90393003458513,3.0,0.1643363093392966,0.2770966686086802,0.2372237524398857,0.4201657561533256,0.4565018315018315,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7853580579076874,0.0970053666904895,0.0729201999054628,0.8904857138094826,0.9100955493312716,4.0,0.0062052384809133,0.1630566043908564,0.1336463367526426,0.7037878310442103,0.7470238095238095,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7831872031357889,0.0978544742540485,0.0743097998551824,0.8921511527522565,0.9119948998459704,0.0,0.4852204061119998,0.1316013374635307,0.0964412561682211,0.7107010491568686,0.7427021161150298,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6783845604044811,0.12732017578567,0.0930419114476323,0.8430220902070833,0.862650228839149,0.0,0.1385926856693268,0.1825630895701456,0.140290342001246,0.6493294675717058,0.6632628435166538,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5548752530402397,0.1326823822238013,0.1100991613555494,0.7716538333538141,0.8036061405405954,3.0,0.0500240766622351,0.2605522349744562,0.2065301569729436,0.5711677891629958,0.5832417582417582,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5145554336229048,0.1458842104533518,0.1119391769641151,0.7417155295152396,0.7792950898106156,2.0,-0.8474491545577036,0.2223188512555202,0.1972066633679761,0.3894438595717323,0.4367673992673992,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5016237920695663,0.1484307616299549,0.1220764316529316,0.7542367445086824,0.7955910856876934,1.0,0.2974600991720664,0.1586278850094598,0.1279977432461002,0.5969380755447382,0.6528621812262615,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5494340925800043,0.1385092503491384,0.1110205051421298,0.7593207183652022,0.7560784371365433,4.0,0.3398784121105311,0.149376327762501,0.1126996573121041,0.6309006855755389,0.6474341978494887,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7559762734274742,0.1038631028677502,0.0795155805800904,0.8780430697307718,0.8954491876679421,0.0,0.4627730445401113,0.1387148427674754,0.1110746290259146,0.7255372647723387,0.7917525773195876,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7916910869998137,0.0957515942177789,0.0689203194198709,0.908187244804744,0.9104692721706756,2.0,0.2976667286666907,0.153441121228683,0.1196149501575845,0.6431853575452833,0.6358695572997765,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7823718231962141,0.097957723101489,0.0757791165442218,0.8953010359665661,0.9109453763148548,1.0,0.3159057765570476,0.1512160520990142,0.1203089690252037,0.5813283381480778,0.5732914699826464,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7294526061672579,0.0955845751897472,0.0669259766887887,0.8840778597245056,0.897596042422409,3.0,-0.5166446818837263,0.2223559411420224,0.1751730755701233,0.5299108100688177,0.5490404903753734,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7355107512955616,0.1021263487240669,0.0784712673900169,0.8635640862863454,0.8943252615517114,4.0,0.1671992944838377,0.2443286807848864,0.201800606722864,0.4091080497108759,0.4493217580032555,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6966125234678897,0.1097034808331805,0.0802480132245085,0.8516181230109443,0.8900974271634967,4.0,-0.2054329366011429,0.2762125294969521,0.2212144899103588,0.5771132430152239,0.5899725274725274,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7007129131222061,0.106377326671108,0.0817342488804916,0.842070670955027,0.8456791193551184,0.0,0.4056430180519129,0.1686768988190962,0.1285150526380588,0.6620102914678622,0.690517894129792,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7221382788402997,0.1048929755617184,0.0813280328434833,0.8549950388974544,0.8908826774448276,2.0,0.2639855678801077,0.2379716836415134,0.1804392650420894,0.801965481732288,0.849084249084249,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7385229453835495,0.1077692063172689,0.0855422133578821,0.8696257869127882,0.8959064557346047,1.0,0.0449358779748273,0.1857915094982908,0.1652527879581051,0.742194693594294,0.7652604449267498,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7724002847633007,0.1000870627752537,0.0732379224666733,0.9085264635956456,0.9193884834093872,3.0,0.311038665979456,0.1519733953879874,0.1240987336710419,0.5859059078844342,0.6003127471947969,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7330793829719051,0.1042029028193952,0.0802869447582305,0.868305889317788,0.8600923112402761,2.0,0.2060317064569319,0.1636730636126735,0.1347349817742988,0.5883088956191976,0.6293041191808514,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7331521810752214,0.1041886920569158,0.0828364705959802,0.8631577392239949,0.8558297495019291,1.0,0.1285592435061725,0.1714725338951293,0.1439528631039453,0.5563372333531171,0.5871341517007002,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7784288890334523,0.0936674317050792,0.0705106159675685,0.8839491698747829,0.9133241826270942,3.0,0.0774010652676029,0.2664333543493064,0.2001731489582685,0.7868882157630919,0.813095238095238,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.8025630171594322,0.0939088222981912,0.0706824906533158,0.8978099035006242,0.9132797565423744,4.0,0.3922559406497961,0.1417141754965019,0.1139635713624828,0.6279289100483441,0.6416407251419154,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7575718625044388,0.1042879633603472,0.079442205787863,0.8832809597779435,0.8841861292800749,0.0,-0.0004651046970676,0.188435009850472,0.1400819264633127,0.5385292387853715,0.6101268340908816,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7076423035846006,0.1141965629882821,0.0846090374035645,0.8622852441044381,0.8926689567507039,3.0,0.3734833589077271,0.1319443370629762,0.1075252395086517,0.6325303219895231,0.6595238095238095,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7617902786128364,0.1026183449179696,0.0787215733369622,0.8770560504462954,0.9019725767862324,4.0,0.4192196732361973,0.1442281339732577,0.1244555467956598,0.806399980474727,0.8638361367335866,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7298437329132552,0.1033665244191909,0.0816798275889633,0.8639890265354062,0.9005908636927675,2.0,0.0197312795031595,0.264673875166143,0.2025033870545259,0.7180051290899443,0.7455586080586081,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7429292292990439,0.1066035371634859,0.0839324725544359,0.871847608414426,0.8978157313906224,0.0,0.0432909249668866,0.1851117485103314,0.1664223950875788,0.795530749429987,0.8428784590341833,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.8008605793215078,0.093665220213653,0.0686429725164261,0.9073251310890632,0.9218709716622032,1.0,0.1003615261516838,0.1578701852132783,0.1259283711603208,0.5530449581852479,0.5549368240840096,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7800674764038127,0.0925713347415139,0.0696882106594067,0.8899017807471296,0.91845410385444,1.0,0.0543956982711083,0.2947611605767813,0.2357352784911033,0.4759537580722365,0.5038003663003663,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7443512153604349,0.1043329485988762,0.0832275145013025,0.8715937418161755,0.8627478876036445,2.0,0.371371408307163,0.1457695710440773,0.1166591834533126,0.6440422946384197,0.6792733571616911,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8587937179339371,0.0789056549920372,0.0597755285937252,0.9301796733664366,0.9406237657281498,3.0,0.3430397300307081,0.1481867887744829,0.1152034979070857,0.6482116246394991,0.6538179834344069,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8041685895998714,0.0932650802377866,0.07229013173317,0.903168488215023,0.9263808013777566,4.0,0.3289271956240216,0.1557379370088827,0.1283828658468708,0.6722089465633538,0.713537710255019,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7550210992145411,0.1033243367424842,0.0813148099769244,0.8752268209816381,0.8672891126974397,0.0,0.0916011579861054,0.17797914542559,0.1540238325525859,0.640151716742642,0.6795029736618522,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7042226116805121,0.1151266139786545,0.0925183231528198,0.861098015126351,0.8986213753710955,3.0,0.0914926487955531,0.1661441392047178,0.1411079268400835,0.5536128685267742,0.5543956043956043,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7308767928117254,0.1098015395944278,0.0852845105995565,0.8637020409244325,0.8994744133321962,2.0,0.4582629385862219,0.1245390829889504,0.103555521833513,0.6898984076257136,0.6966575091575091,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6239579990311399,0.1271079106618098,0.1036607099114668,0.827647889508015,0.8290424337026778,1.0,0.0938026768102399,0.1769855329381652,0.1541613825180751,0.6868903337336518,0.7133818445492632,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7123473673924496,0.1067250141946473,0.082032053489077,0.84864847899163,0.888201607644497,0.0,0.173022861298305,0.2522486612779197,0.1893018159945612,0.7976611183406809,0.8470238095238094,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7319582740385655,0.1088026404100827,0.0836977790158298,0.8620671814020635,0.8919311147041155,4.0,0.3891532873469622,0.1433559628698227,0.1160663450210169,0.6289919144140175,0.6494438415626695,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.776780987262694,0.099784103282913,0.0768798137700161,0.8875168967404139,0.9155128889451398,3.0,0.3208149432110625,0.1373784180423318,0.1122992585787655,0.5823269106340492,0.6343864468864469,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8253249636959982,0.0768035966312457,0.0570277347311169,0.9147867923874964,0.9313686257318824,4.0,0.0120845366679395,0.1794596044667902,0.1312386923471086,0.4733737346202651,0.5274144090921878,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.764122501664222,0.1020660925038477,0.0792955572026597,0.8827541620364261,0.910016897700502,0.0,0.2712241441367859,0.1565837283447716,0.123523254838385,0.5280656457932498,0.5703879544221379,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8119881285894796,0.0796817333853256,0.058777578907024,0.9077023001272804,0.9268288924865123,2.0,-0.0624502286550461,0.186106315766638,0.1364284204211159,0.4498910671252284,0.5032200828681545,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7767534482060073,0.0941052738172942,0.0706293189362164,0.8849515847258863,0.9192671776938296,1.0,-0.0642202007937773,0.2595300183126177,0.2044974141572027,0.4716948697498682,0.4863553113553112,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6548000744921989,0.1212369387378265,0.0981031697030917,0.821092122864103,0.8134320808785689,2.0,0.4125953629994285,0.1409089231816933,0.1095463906526058,0.6668492882153509,0.6896002402367211,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7400420597882607,0.1076830408239317,0.0802189056020394,0.87091900699653,0.8977192936599434,4.0,0.3619390807711344,0.1331544001766693,0.1076559773292996,0.6340076172313254,0.6519688644688644,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6942578174466619,0.1016117234855778,0.0737884562439269,0.8571680020109758,0.8850456165174326,3.0,-0.025770879916481,0.182865592532919,0.1409910634877876,0.4410194794785516,0.4669090017642638,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7988348588952245,0.0941404135795279,0.07331310856675,0.9058443713743816,0.9275027235361264,1.0,-0.0486125134919461,0.1704408244983379,0.1368958102003756,0.5284152189826061,0.5257772405949468,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7051756766277117,0.1084972915810943,0.085764794943375,0.8462899876057417,0.8833339370297691,0.0,0.3867498935087164,0.2028324914230155,0.156812276280949,0.6864176753092922,0.7235078676071621,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7591963159871613,0.0968642143466363,0.0771711507622212,0.8837262533584074,0.9155798168116198,0.0,0.058201995543838,0.2941673181473597,0.2497006225315176,0.3603361049063244,0.383058608058608,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7869895309605238,0.1036165812932366,0.0828234803463905,0.9013756615805114,0.918343013275349,3.0,0.2296757229920991,0.1726416156991206,0.1283034511222218,0.669057646995474,0.6915048607515554,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7779410279876107,0.0989035466696294,0.0738810390737452,0.8984044485681127,0.922880457062988,2.0,0.3901928714779659,0.1345837156812564,0.1109998824872465,0.7197983712362989,0.7326923076923076,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7178676189111584,0.1096039187830057,0.0871688989132793,0.8507096885583305,0.8413807609111117,4.0,0.4921983594871156,0.1310137448629932,0.1036952387864667,0.7410552300778778,0.7640110010839949,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.8489978747493916,0.081596710322877,0.0611273661748864,0.9271168209683476,0.9408634586087612,1.0,0.4181067962274528,0.1394638263119819,0.1098413162218712,0.6799882727418546,0.6814112302022675,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7193698156124214,0.1053512229245469,0.078774250917286,0.8609736918829656,0.8968355087755985,3.0,0.0478449184047884,0.260850905341679,0.1990255334974821,0.7867262853233089,0.8104395604395604,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.732903740890131,0.1091514903894822,0.0854514448158714,0.866400891147995,0.8980045109244439,2.0,0.3031385464436235,0.1391546332961163,0.1145009725846652,0.6390192635891138,0.6608974358974358,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7162677275852458,0.1051444043549505,0.0795318332044167,0.8509914605757769,0.8895181193613446,1.0,0.1957236002116557,0.2718430290950038,0.2141150117062881,0.6319931236634664,0.6710164835164834,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6785213174954909,0.1150691406070992,0.0908949331793332,0.8323668334839145,0.8114906221454719,0.0,0.2172602606708789,0.166791462509347,0.143996020349457,0.6407115706324459,0.6892681995373213,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7953396931686736,0.0949547182065414,0.0693489967926316,0.9090239660990774,0.923396368907851,4.0,0.1112262708351282,0.156914007037577,0.1251712173807049,0.5489385443661496,0.5482098147723939,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8565438759102869,0.0794605622226237,0.0613246212063039,0.9319113647072604,0.9422990687732616,0.0,0.3937223600250756,0.1425627019219414,0.1143246502600152,0.6560164260096566,0.6646624967040694,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7295048360828529,0.1003947880579376,0.0778862114462939,0.8604618718134593,0.8719683348743451,1.0,0.3558824865146671,0.1787354434819779,0.1392437955138897,0.6062722058296081,0.6450363284797703,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8390888593802501,0.0846226546206575,0.0622029158072586,0.925706288039642,0.9334878840619968,2.0,0.2963503127137792,0.1453998065530359,0.1129906250864321,0.6899165090465617,0.6878493865264902,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7690109313955049,0.1017252038116541,0.0757375377814598,0.895821471678198,0.92163950573805,4.0,0.284150977037462,0.1431601378936446,0.1201743002115249,0.6788662468093573,0.6754578754578754,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7550730761192741,0.1035647074186682,0.0776635440466207,0.8854520888600782,0.9122048089013376,3.0,-0.0486537297782816,0.1467166740888744,0.1171611466257787,0.3982461556947018,0.4167582417582418,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6983452677756965,0.1136764160421584,0.0852853110071596,0.8462800075658858,0.8801674778718453,3.0,0.0731927131618133,0.0972330246313507,0.0761320044643796,0.6641215246271521,0.7661630036630035,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7866843762595651,0.0968954579946956,0.0715359183830957,0.9014407097217404,0.9115123732935873,4.0,0.305913490310586,0.152537612226967,0.1238324740398665,0.5981714113467684,0.6159259367767264,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6966935839012124,0.1096888243188999,0.0816077744619179,0.8443427351648293,0.8845178923706362,2.0,-0.1851888026185397,0.2738833416571395,0.2197556063807357,0.5476972038889141,0.564010989010989,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7074771586100824,0.1082984485632061,0.0851699541078083,0.8511971749125282,0.893534442806116,1.0,0.2960887483395313,0.2112035793069046,0.159380586496857,0.6946149639240657,0.7398128052088986,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7238152222023286,0.1103005231533326,0.0845406211364692,0.8562830685377381,0.8918347315043845,0.0,0.4056688745244917,0.1328649729848039,0.1090256817665331,0.6828969093618046,0.7086538461538461,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.735634532586946,0.1094704395902009,0.0831736151226484,0.8716956280030765,0.8778734933745371,2.0,-0.267259923037507,0.2126377203387295,0.1683932688035508,0.5952329139034995,0.6448670572963763,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8481044624706247,0.0818946499047835,0.0616886150323425,0.9252643238571596,0.935094878884023,1.0,0.2576851288207241,0.1469414287236583,0.1150760932756825,0.6699366754275675,0.6864332533587324,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8169062003574489,0.0786326578954072,0.0586732500997319,0.9105830340452444,0.9267177808931462,4.0,-0.0011721058239844,0.1806596585549436,0.1328785517148717,0.5378149948871891,0.5769408911340721,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7135628138814916,0.1033108926637846,0.0824620706225807,0.8537670737772844,0.8634792454522353,3.0,0.2665963522290842,0.1907215032821573,0.1582917964823263,0.5919812490256564,0.6486124132071601,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.8088378884459093,0.0803465154324949,0.0605890889383502,0.9075931130736176,0.926198138880811,0.0,0.1118372573205032,0.1701582812428667,0.1274815539543288,0.5769363881547649,0.6112400483866431,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1986434103812088,0.1879197310093202,0.1561019948666485,0.4829959232332887,0.3688008562125384,1.0,0.116027463732071,0.1734174191711736,0.152059595574207,0.5415347028558248,0.4960937679853256,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2994810614377056,0.1698606259447737,0.1414571335947691,0.5709517588064122,0.5427263049457399,4.0,-0.1561825765396223,0.2027114757428746,0.1747790700783562,-0.0162227346118958,0.0209264378512689,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.330421992192614,0.1708200622388901,0.1422118535054504,0.5944193310791724,0.5775851635911011,3.0,-0.1903060417812179,0.203732422948756,0.1766821171885736,0.1452983077387747,0.2812465311133518,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2405156259571147,0.1824726959289118,0.149361303360293,0.5257833673360972,0.5451655425363463,2.0,-2.20822194156645,0.292969388636561,0.2634344561946598,-0.4288917738665929,-0.4736654667156709,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2347691413577295,0.1739677024987758,0.1423116075319217,0.5014286871509495,0.5395417574849212,0.0,-0.5410849788783245,0.331857622339481,0.2616906610780387,-0.64805352235128,-0.6648233157830666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1913005967120095,0.1789474878920934,0.1485031293620503,0.4573975887037075,0.5041657003597249,2.0,-0.063560346280427,0.2860639864555085,0.2236589184092277,0.7112459937067968,0.691889913881105,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2753611756134316,0.1746408559836683,0.1413725774174327,0.5557031888528342,0.5743413702846978,0.0,-0.0525155084653907,0.1944279684124803,0.1488888580486333,0.0022228764451021,0.0596589016764683,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2052604304223914,0.1874380181549579,0.1512789000250814,0.4848508264989442,0.4206450359148085,1.0,-0.0588797217864154,0.1947454644731119,0.1535414647215492,-0.0082453519372987,-0.1063480006692062,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2233356564678793,0.1865563045798269,0.1508137655091063,0.4882325257816236,0.4548977998556707,3.0,-0.1862143536139342,0.1898464106541339,0.1573448950024198,0.1310537397100991,0.1522496143014656,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1893354405259528,0.1793255520158273,0.1477930229232685,0.4699507029101036,0.4172486056861115,4.0,-0.4073732186390995,0.298453371590777,0.2365856601562453,-0.5978140497528717,-0.5785485343455693,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2916246802200631,0.1708104711154443,0.1432490723548677,0.5588673826170516,0.5427263049457399,3.0,-0.094782228660043,0.1972554424678387,0.1672788363415563,-0.1763146989880218,-0.0254355735731168,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2712407851568122,0.1794887755646689,0.1464565952789549,0.5396917960734275,0.568490602058516,1.0,-0.0810809294867789,0.1967764582261847,0.161890445420719,-0.0483901698158167,-0.1063480006692062,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2805534501413829,0.1758140869935503,0.1440831015940109,0.5668748818060422,0.4717970090055385,2.0,-0.2816534691201837,0.210480413917382,0.1844274883555476,0.0833368129810452,0.2323044908685055,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2128609272104584,0.1767043815296789,0.142723001634973,0.4947405912665391,0.5308579802583923,0.0,-0.8188497290590087,0.3392893736980186,0.2696320156272602,-0.5978140497528717,-0.5785485343455693,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2494552965897031,0.1672321206409598,0.138812245793342,0.5142883574662194,0.5436635366484008,4.0,0.0028406762916896,0.2223875168303982,0.1807948615102603,0.4925813558899829,0.1443046348898792,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2032625409932068,0.1875840249240732,0.1517134710697366,0.4674629086986071,0.474476546587626,0.0,-0.0832033649871126,0.1908994344655594,0.1455685953024401,-0.3219297359833167,-0.3517310498323531,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2140253904028812,0.1871579740053963,0.151262212475087,0.4729995343291532,0.4704195160770861,1.0,-0.053488480599541,0.1695099619396019,0.1433012030434007,0.457799523898021,0.4347572319497407,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2314293819083864,0.1779199584623021,0.1449195919386819,0.5203854206589951,0.5427263049457399,2.0,-0.0930587625838681,0.1971001161586134,0.1670323276172461,-0.253527946211934,-0.297209392179952,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2188026183187369,0.1855060562339783,0.1492390803313996,0.4734476329070781,0.50863902099262,3.0,-0.799023537953407,0.2311610661279956,0.2023081646957721,0.5395923639956727,0.5413319619607666,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2109854784452373,0.1864318895421338,0.1501133699714839,0.4760175477127513,0.5005006576977746,4.0,-0.4621477986939031,0.208397211439023,0.1840955605315916,0.5395923639956727,0.5413319619607666,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2275474130168209,0.185408441945931,0.144968694910902,0.5187365900643146,0.4351462833533552,3.0,-0.2462014635250509,0.1934994378676043,0.167558962167072,0.3718867523068354,0.3448602539303295,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2486620441611132,0.1804196376083069,0.1466023155834846,0.5255892025597946,0.5302233013042276,2.0,-0.2516250513602285,0.203698431239461,0.1715322551007998,-0.2680088769211496,-0.1284462865225478,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2775759947151989,0.178621740291812,0.1461656308859028,0.5524013347859844,0.5616852447186373,4.0,-0.0100760864398457,0.1843430149813149,0.1559800053894079,0.1224133372828033,0.2117752394278566,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2534210323277903,0.181583384892662,0.1456093576469799,0.5482109516074547,0.5616852447186373,0.0,-0.0996044978022965,0.192339239870085,0.1493912487742693,-0.2348123220921714,-0.1399558104044965,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2114486730916955,0.1848336863046249,0.1488050402518703,0.5265595193993565,0.5302233013042276,1.0,-0.1061293005724346,0.191493267264471,0.1553928636329649,-0.4262100577654518,-0.4474902885301665,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0813933239919749,0.2011982850116386,0.1580525940839133,0.3683700115386296,0.2340113470130977,0.0,-0.0898027303192345,0.1925516650008439,0.1691384182661201,0.5415347028558247,0.4960937679853256,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2146602426857048,0.1875953368516471,0.1521287913599625,0.4801779108717354,0.4457936717645958,1.0,-0.1605244997123458,0.1877794054799662,0.1556287198858212,0.1310537397100991,0.1522496143014656,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1783515043765789,0.1914426951003131,0.1549764595128482,0.4699708526195,0.4905066132447064,2.0,-0.0329136973688699,0.1694167976095897,0.1371306273786262,0.1442634616974803,0.1353329904901916,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1051848753086734,0.1986313426328362,0.1589394000786395,0.347934679517722,0.1576218178286038,3.0,0.0494746826486049,0.178246814939407,0.1559122793010899,0.5110779907685681,0.4630031309029934,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0967175188914808,0.200495847377771,0.1612831850100031,0.3764002827921878,0.3077737829911282,4.0,-0.1069738779486961,0.1823703642566038,0.1588239902194249,0.3718867523068355,0.3448602539303295,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2226494688698937,0.1741491239906489,0.1435761084632225,0.479566971333516,0.5216516782589392,3.0,-0.1226662388006978,0.285464884261443,0.223104756374476,0.4108867225252781,0.3936257167626465,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2356844398018504,0.1730386635931038,0.1413794568918433,0.4970954659759466,0.5441037875696895,4.0,-0.5470571580487116,0.3257355075786174,0.2459750315990815,0.4945197505472404,0.5952725751743881,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2545093405646028,0.1827739720109844,0.1458661381192032,0.5346791678641039,0.5447532976113373,0.0,-0.077323282976853,0.1809230189934585,0.1504651028043909,0.1310537397100991,0.1522496143014656,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.228685644375483,0.184250126368504,0.1485844204815613,0.4938585135643164,0.3952338960276546,2.0,-0.2031619473228296,0.2008316637111167,0.1737214270595681,0.3697280394344009,0.3447291397290696,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3650066575988694,0.168782439511607,0.1377690531685998,0.6149274741110496,0.6231476409408976,1.0,-0.0612500331978598,0.1940749488605676,0.1478603233161661,0.0285859068839853,0.0465129436900251,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2783046261851783,0.1778752108050484,0.1444879482172832,0.5379684271053509,0.5451655425363463,3.0,-0.1200613978025642,0.1731055361162454,0.1463399917053272,0.4288917738665929,0.4736654667156709,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2415607745826165,0.1837189613161694,0.1420806330653582,0.5104795366079821,0.4351462833533552,2.0,-0.056100192423331,0.1781304397699432,0.1534807941597602,0.3718867523068354,0.3448602539303295,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2533646738340346,0.1714705449067556,0.1361633471532811,0.5045016190405862,0.5312742858094742,1.0,0.0064666672562894,0.2534699648588315,0.1873230912062491,0.6237738975928423,0.3833387125543796,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2592318625871758,0.1710750029414203,0.1359312079686206,0.5130754345630322,0.5369019603321659,4.0,0.0880871708928288,0.2384040884896237,0.1890515949455614,0.3395818456526678,0.1857121932552544,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2559660905835659,0.180962443434795,0.1424952955989319,0.5131179832391886,0.4097859610384384,0.0,-0.0260929616588658,0.185465654455654,0.160978250820569,0.3265331761662809,0.3447291397290696,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2424509327941074,0.1828893460371293,0.1521368260757995,0.5259674430461991,0.4307961038699512,2.0,-0.0185104533094968,0.1721206284035228,0.1473627083350129,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.304862239175274,0.1692069588499949,0.1361523131773126,0.5727397579696772,0.5380477876555643,3.0,-0.3203127695730605,0.2166224866981318,0.1905707060183568,-0.1390511038809327,-0.0254355735731168,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2746975388840845,0.1789544897050788,0.1414289524940258,0.5246013534561308,0.4307961038699512,4.0,-0.0754836002378513,0.1768691439511333,0.1532778645907608,0.2893338356572704,0.2853236860070973,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2869355715523722,0.176708688869864,0.1432171221874488,0.5383393551790918,0.538709161695366,0.0,-0.1750204816703515,0.1553052506744774,0.139853374742617,0.3217886573463498,0.3400241386066066,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.300504940837152,0.1762666772887071,0.1387213009274875,0.5684136613221783,0.5674692280449773,1.0,-0.0766662777854561,0.1972650529071405,0.1641990486524445,0.0099810111210132,-0.0101283810161148,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.286474352847188,0.1761369354742968,0.1429597831260337,0.5422599207221681,0.5428824336244593,0.0,-0.1044200691999379,0.1962490012887399,0.1597995482209208,-0.3254187327575072,-0.325949716336788,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2689767982785649,0.1790210284017104,0.1462885417563396,0.5379790137706317,0.5370144413365148,2.0,-0.0480689315320856,0.1674499283363348,0.1419036263295733,0.4288917738665929,0.4736654667156709,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2756949158237038,0.1771441882400017,0.1434196861725096,0.5296156810685047,0.524894976949762,3.0,-0.0229966159091812,0.1841567574018358,0.1557675118145657,0.3388202504343894,0.4474902885301665,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.267452816653391,0.178956879542889,0.1444602207336912,0.5351723892165051,0.5341883634166129,4.0,-0.126689196128636,0.1690639034674341,0.1435003012881675,0.5048316177333951,0.5464069491041489,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.250371609145933,0.1817283786874688,0.1436417013438307,0.5120343656928753,0.4135595792617394,1.0,-0.1482374888412747,0.1783536367966416,0.155611009327571,0.2102063436269139,0.2017332814898806,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3199402903036135,0.1733879005952797,0.139316223408593,0.5689872786781579,0.568490602058516,4.0,-0.0299581653149119,0.1920674757746193,0.16363272546537,0.3718258129831335,0.3563348593851326,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1861670138567609,0.1892603903393336,0.1614190000060942,0.5174284774932478,0.3874149467924696,0.0,0.0977141488601863,0.1739170721825447,0.1421562226387661,0.3366178101045583,0.3447291397290696,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2663871777366063,0.1797766136224541,0.1423990597273884,0.5225520266865845,0.4135595792617394,1.0,-0.038250424980035,0.1695966100443236,0.1465069466842812,0.2102063436269139,0.2017332814898806,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2910125325596352,0.1767245898121192,0.1414296345985234,0.5492112366543648,0.5453959828174612,2.0,-0.0978011667411327,0.1805752022712422,0.1619851795962189,0.5395923639956727,0.5413319619607666,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2746978247762538,0.1798685598167207,0.1419117010213959,0.566712089498974,0.5733307874479682,3.0,-0.0726807505164457,0.172647261306334,0.1403826069718138,0.1442634616974803,0.1353329904901916,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2612162987300755,0.1807190429967953,0.1447424514428808,0.568427742815294,0.568490602058516,2.0,0.014796803828509,0.1878481586484893,0.1585742543394213,0.366268471866238,0.3563348593851326,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2276106392440838,0.1734802096750539,0.1405215754323729,0.4805668736875441,0.5042033350790024,1.0,0.0563653590641766,0.2944540119379457,0.2400239759655017,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2662290075443293,0.1799961818160813,0.1459733543523433,0.5238377116250178,0.4309999300670044,0.0,-0.0750997172917882,0.1768375753117303,0.1526333213707001,-0.2893338356572704,-0.2853236860070973,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3051910343487358,0.1751745211272551,0.141557199321165,0.5588324951658434,0.5616852447186373,4.0,-0.1140821414994852,0.1936012905002102,0.1580487010943637,0.0625313632766586,-0.1399558104044965,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2569694353868261,0.1714256204149188,0.139242527539548,0.5164434443494815,0.5395417574849212,3.0,-0.2106142185246413,0.2941313991052969,0.227314760522908,0.64805352235128,0.6648233157830666,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3951878937696549,0.1623754272500023,0.1306255302565111,0.6298297961944918,0.5963188120011295,0.0,-0.2220478222224449,0.2080805566048894,0.1550649930306673,-0.067055639264068,-0.0381983392696189,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3372613415467241,0.1687429179352818,0.1382562940555451,0.5914594390090845,0.5636803311883238,1.0,-0.1654280734866022,0.2007100495468632,0.1464320959829953,0.0579428720808339,0.2323044908685055,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2569144687888393,0.1716884126882815,0.1359997963292925,0.5188183137745179,0.5323969507790025,2.0,-0.2218919605588767,0.2780918440141395,0.2190834847604641,0.5978140497528717,0.5785485343455693,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2968968716734873,0.1775018001677578,0.1407857238923549,0.5722563194907121,0.5705417652516626,3.0,-0.0087306849574997,0.175068664635503,0.1478697453879132,0.1310537397100992,0.1522496143014656,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2768369096216918,0.1737935237026563,0.1443639621890403,0.5341600296496812,0.4459930540401799,4.0,-0.0649639722986927,0.1882578115811934,0.1560084927132488,-0.0131366067971055,0.0978084359143528,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3194578891844097,0.1674211349028387,0.1387562634706127,0.5713109807553532,0.5427263049457399,1.0,-0.0349704878357881,0.191791390658692,0.153145819558322,0.0978054697572211,0.1664107220639064,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2498106048624765,0.1723524673353697,0.1394880672604402,0.5041446509765428,0.5276752409988756,2.0,0.0159086038408159,0.2751692090573537,0.2176077189159942,0.7112459937067969,0.691889913881105,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4194375701004892,0.1742866878603386,0.1404755798493779,0.6487312143521491,0.5745484079402845,3.0,0.0431785620245821,0.1951086189214946,0.1569205206581121,0.4757493204534082,0.4938480598312979,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3315509746875974,0.1694683299901883,0.1382087740304451,0.5850646891160816,0.5636803311883238,4.0,-0.0130803680769742,0.1871321167628686,0.145920796751041,0.0572514024188707,0.2323044908685055,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.2514999642059879,0.1720553982578684,0.1396812451176224,0.508688967634241,0.5395417574849212,0.0,-0.3660596411172236,0.3124448236221596,0.2415699416554746,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2833153194001102,0.1762098584711305,0.1429690985463905,0.5404124176449872,0.5302233013042276,2.0,-0.0597961134902682,0.1874397611200064,0.1558626809231026,0.3084341430787182,0.1284462865225478,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.091753945810011,0.1751329635944982,0.1415534489989233,0.319309554381403,0.3192163592201427,4.0,-0.5900679748795841,0.2276746407210143,0.1909430154045252,-0.3297783038182016,-0.2307042007025248,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2709312672686753,0.1794185157896547,0.1413046552202783,0.525734393662932,0.4309999300670044,3.0,-0.2086525410700896,0.1874998447156803,0.1633914378628312,-0.2893338356572703,-0.2853236860070973,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4064299170095041,0.1640327256138068,0.1286474863098266,0.6378246178708001,0.6382817360720977,1.0,-0.2545072698420114,0.2115651101897069,0.1537854031398058,0.1045248101421831,0.1237244302154669,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3196894266287092,0.1745767745222505,0.1397298060147229,0.568824350000712,0.5675813603337241,0.0,0.0341275624215363,0.1662919692491623,0.1358307420603729,0.2771324414778,0.2605160066936189,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2481550852358574,0.1819098519798984,0.1476475613023913,0.5028233477522546,0.3952338960276546,1.0,0.1170117244326329,0.172047200596276,0.1411523279932644,0.3695216068991465,0.3447291397290696,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2793657850499104,0.1781702306420418,0.1440917749951966,0.5378042678170207,0.5453959828174612,4.0,0.1888249324079927,0.155222102900296,0.1312057543167984,0.5395923639956727,0.5413319619607666,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4188140899618602,0.1743802481081792,0.141856270537117,0.6490224463329103,0.5745484079402845,3.0,0.1021483560716549,0.1890006497513228,0.1549579312115816,0.4757493204534082,0.4938480598312979,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4517379889569076,0.1662351509849951,0.1299502875415986,0.6722494917013939,0.5841607303411557,2.0,-0.173507438858194,0.2130843836896933,0.1650941868537828,0.4426826986824861,0.4578832622771174,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2525239661890598,0.1719376658862534,0.1388928411253588,0.5111020253360512,0.5313339147083327,0.0,-0.3497683891209675,0.3105761700839889,0.2396045958406505,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2477590140189211,0.1713134024007601,0.1366017655391982,0.5079667185051033,0.5271786403979039,4.0,-0.2934592194503849,0.3064105619316844,0.2368832593911223,0.1782313317162175,0.3936257167626465,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3178348007086191,0.1748388844369712,0.1394800514387579,0.5692296427437838,0.5785214837298611,3.0,-0.2071378269679127,0.1915134291941607,0.1597069102487375,0.1310537397100991,0.1522496143014656,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2436264378968408,0.1737822484399951,0.1399180068826676,0.5041413503319718,0.524633929320809,2.0,0.1170445098011722,0.2433818089594987,0.1951636270137242,0.4305912167939535,0.2964853351989992,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2693893918823251,0.1796081377494449,0.1454415295444653,0.5221175005593298,0.4307961038699512,1.0,0.0385805005610861,0.1672270932004529,0.1380044360169074,0.2893338356572703,0.2853236860070973,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3388043095243725,0.1685463724074233,0.1386924781580907,0.5925421011532261,0.5657808736450776,0.0,-0.0094278317432858,0.1867944712683683,0.1532749015385019,0.0583886104072397,0.2323044908685055,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4013135160132388,0.1638862056900258,0.1322945128045971,0.6371768953685031,0.6250651170168796,4.0,-0.335683252758822,0.21772703696193,0.1570414033419566,0.0285859068839853,0.0465129436900251,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3125697294095343,0.1682662847278423,0.1385878368731633,0.5699821536635552,0.5427263049457399,3.0,-0.0239955483359444,0.190771792099199,0.1609302926328981,0.2030723252661213,0.297209392179952,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3163269187625707,0.1750320127807998,0.1415885521851597,0.5686642120950879,0.5785214837298611,2.0,-0.1894902416187585,0.1901083729183063,0.1591534996360515,0.1310537397100991,0.1522496143014656,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2679670823805589,0.182359076968178,0.1474476138780852,0.5215464947590639,0.4366056992666896,1.0,0.1167622554203865,0.175882963780102,0.1491567814134624,0.3560916496130907,0.4522741842105804,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.0690205781430043,0.177311203561025,0.1452601637184422,0.3099257587659471,0.3191257697992301,0.0,-0.4679646104472981,0.2187583341097185,0.1824685213361746,-0.3297783038182016,-0.2307042007025248,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2846331467640736,0.1770936029206446,0.144935191445625,0.5428428474803355,0.5457121144593924,1.0,-1.3415368044949751,0.2502882931700886,0.226514734261361,0.4288917738665929,0.4736654667156709,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.252519851804864,0.1720409675029159,0.1391825980698846,0.5067376998438066,0.5276752409988756,0.0,-0.0105478439283617,0.2788435210007892,0.2088371458414353,0.7112459937067969,0.691889913881105,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3107981584760718,0.1749649701112834,0.1394166913205581,0.569357598517699,0.5674692280449773,2.0,0.0255494356893156,0.1876676879893349,0.1585345534364064,0.2164677522114217,0.3443649545479059,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2576835883031968,0.170973889677187,0.1363622684950441,0.5076913675883296,0.5312742858094742,3.0,-0.1548925138130359,0.2732788784506791,0.206402360338291,0.4322004496655239,0.3833387125543796,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2696577599432969,0.1723661443344682,0.1411254215603367,0.5264306068820731,0.5005431458996006,4.0,-0.1676881541785873,0.1984901998463495,0.1724059417195296,0.2634956959007336,0.3191696782170349,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5575376287453624,0.1379857505638384,0.109848174492855,0.7735655263296883,0.8197485758858606,0.0,0.5334424604912232,0.1466888311716041,0.1162961916423921,0.7401689214667442,0.7763593475667777,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5534844334339546,0.1399209584318693,0.103989844219972,0.7647279395939094,0.8147516144775223,3.0,0.5369685910744925,0.1409714687579915,0.1076200150977773,0.7677461387348208,0.788200447643172,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5270710658896605,0.1454907060012699,0.106199791892952,0.7611510051737744,0.8136506537873028,4.0,0.5581256180751428,0.1316149227354419,0.1013387892332709,0.8007686947355374,0.8250003350622545,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5897868342157326,0.132033676893193,0.1034735026619798,0.7755683174241206,0.8190604303141049,1.0,0.5840820749910292,0.1416936445604052,0.107204239158969,0.7810882162096279,0.8251109056062615,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6261232806874607,0.1273819430533509,0.0980294504437282,0.8034921437448923,0.8389962226539649,2.0,0.6009422100011916,0.1335110251241041,0.0995440219518909,0.7781065200765552,0.8310147025317304,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7330392402882584,0.1075823773051862,0.0827773493008527,0.8672755683323836,0.9006636408002899,3.0,0.7691825091078388,0.1017562815568859,0.0810825560137464,0.8874106657810517,0.8965495289024701,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7641738284148412,0.1014240372746728,0.0740468843323612,0.8905546315343732,0.9072398960378624,2.0,0.7580503850693997,0.1028404256447325,0.0766243338799472,0.8889000562811575,0.9117714071274442,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7705586765452292,0.1012296165257392,0.0817001517711204,0.9006329948676199,0.9180389682614202,1.0,0.7202909535929036,0.1048182782479835,0.0822455933642459,0.8808817243851326,0.9058173508637904,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7800055743111585,0.0965499958387688,0.0745123882653627,0.8945734735699822,0.9112628056776784,0.0,0.7843663403182801,0.1020842153431091,0.0793702598038397,0.9037291692038576,0.9255960757508744,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7877180723899055,0.0949503614266029,0.0705517846072445,0.8944105657284784,0.9112282926416558,4.0,0.7031957656944466,0.1198428723488506,0.0868773778957683,0.8465244120032609,0.8774107729216087,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4968948986927892,0.1445047468279434,0.1152131111254443,0.7180695549174669,0.7543022149874082,2.0,0.4386582710672937,0.1711362270560617,0.129879209174618,0.6777681118484649,0.732870441359779,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4420316738904241,0.1562989885733091,0.1158426778984237,0.7093411443542199,0.7533499930893701,1.0,0.4348406664920573,0.1557951229822854,0.1183577534091022,0.7238056248217921,0.7456715913024697,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4831786581528096,0.1511058534583896,0.1158374524354095,0.7234637620889304,0.7680508590144297,0.0,0.5509920053022566,0.1364155786307616,0.1039300219096399,0.7947330555991745,0.8251666946072364,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5179958788977624,0.143943354581916,0.1111547158525852,0.7539133811699106,0.792492997168692,4.0,0.440440185011117,0.161006043482647,0.1224124827454913,0.6976287952845053,0.7502433401948667,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4147615509413088,0.1615627385841708,0.1221378125957685,0.697237258745748,0.744451176679829,3.0,0.4253407083994882,0.1512635477434764,0.116429282586086,0.7027569190316307,0.7315926188828911,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7706218570476819,0.0987350144727845,0.0743895150236482,0.8848524403468094,0.901821456320914,1.0,0.7676000754343051,0.1057614969905929,0.0792422408122614,0.8827485374681818,0.9093760182967368,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.739620446631451,0.1050556150701042,0.0845544717536321,0.8801302114863379,0.904207918230734,2.0,0.7220648907913422,0.1162287003742728,0.0918129481763944,0.8656907720405889,0.8971080486566434,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6721176821902825,0.118601010542822,0.0974498973584928,0.8608854096875074,0.8849793695211875,3.0,0.7247378254164065,0.1133680347379338,0.0912960785345258,0.892382109464015,0.9057227437455369,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7630161244165777,0.1033002378175967,0.0798467718926803,0.8840725989950964,0.9027317925442888,4.0,0.7385154854476605,0.0998270445477733,0.0795385641452398,0.8741943471255478,0.8919396614277435,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7567238138197565,0.1040197135397784,0.0769962739410194,0.8893985053722471,0.9069202835141216,0.0,0.6762195816804502,0.1131521485016726,0.0801456005425432,0.8313383026098046,0.8742424382405931,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5664220499078934,0.1418390585847306,0.1069419961159126,0.7716891116165078,0.8178497914257031,1.0,0.5922254641846851,0.1153834690277213,0.089082670571685,0.7697679958412633,0.7796731132644443,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6173297962041353,0.1292594706376107,0.1034897255865572,0.8086781658977513,0.8558116547788434,0.0,0.6568589039481566,0.1222327630801628,0.0938228454102065,0.8238939068275581,0.8419846407462506,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4887141126633503,0.1470840008706862,0.1179722907595341,0.7251847674727834,0.7708605766204879,3.0,0.5277345792589687,0.152245100152002,0.1191682260655306,0.7596991143962964,0.7859789848953935,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.531954583209078,0.1434152707359479,0.1135519265058089,0.7592417446578987,0.8085817773233361,2.0,0.5550090250987393,0.1374843084375778,0.1156279948909755,0.7724054892456569,0.7879022422366075,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5540944766055921,0.1386047194734477,0.1101617873896241,0.7617714763290051,0.7969653291016603,4.0,0.5052787696214346,0.150114021492836,0.1161301020188784,0.7150364616189617,0.7942952300537439,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7655954268892073,0.1020358831183956,0.078454625167626,0.8823992285398017,0.9020852270792686,4.0,0.7387493084515871,0.1029841136569355,0.0782677627214823,0.8640768227453806,0.9005300684867247,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7532835060432872,0.10376957889716,0.0829307295525099,0.8927068408057017,0.9118533964645033,0.0,0.7356748562902373,0.1073653942301447,0.086193930329341,0.8783462761346797,0.9133763553268196,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7206571816472938,0.1109054842777239,0.0800303654620839,0.8837800141824292,0.9066191256903898,1.0,0.6581170490552521,0.1200548224403188,0.0853672724442035,0.8348090046374761,0.8832542586412555,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.801207408821999,0.0938386368349963,0.071910383472267,0.9036813853956612,0.921341334442153,2.0,0.7586115971852219,0.0996174809347848,0.0753205318101802,0.8796941377261379,0.8939628482972136,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7953866969126081,0.0955627100356819,0.070391701027924,0.90024270980517,0.914065429287484,3.0,0.6881739999539546,0.1112578109879383,0.0809286142610448,0.8373812396695155,0.872609330813665,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5572607348787361,0.1371529309986862,0.1042754106668922,0.7689637569315959,0.8116572032920462,1.0,0.4545767040186592,0.1624358118012604,0.124460879489601,0.7141717313076296,0.7509553510643496,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5021678985783251,0.1471054712983539,0.1165711274259631,0.7208255139407201,0.7589404424503648,0.0,0.4336996781030583,0.1585752667831154,0.1238788725257691,0.6638490840985956,0.7143649334082914,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5146922183596518,0.1460520718226249,0.1120874413332037,0.7389003165000434,0.782846990197492,2.0,0.3952473785446462,0.1600220817718513,0.118854543665819,0.6564461919372211,0.7057838044963549,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4605732575253345,0.155275298169997,0.1259339627828741,0.707032896864179,0.7508781626785008,3.0,0.3771832997351875,0.1558851224596923,0.1295983624685651,0.6665251147033584,0.6876008855792787,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5063727755397043,0.1465915181740429,0.1121866233775696,0.7321132410237692,0.7722182723616415,4.0,0.5471536451302261,0.1409586787957941,0.1076395756031016,0.746813157577436,0.7939818964625961,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7154672624866054,0.1120211690890073,0.0840158917941415,0.8600916409959757,0.886097517529318,1.0,0.7049719101543006,0.1108975878341104,0.0836628381575146,0.8511662618754474,0.8775093253245493,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6537948790793067,0.1250878363872727,0.089659025749545,0.8676988926830624,0.89489065909076,2.0,0.651251005130467,0.114250470454585,0.0853081664733425,0.8494443447094231,0.8782368250805819,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7073805784636629,0.1126533618631012,0.0898294273672697,0.8597793807358511,0.8845478921796102,0.0,0.7223219954221292,0.1106043153673064,0.0927583346157558,0.876286814321249,0.8992446764931126,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7218311344277557,0.1103127993029482,0.0854156646524921,0.861399847847699,0.8895883883685066,3.0,0.7068156751138197,0.1116492166315762,0.0893971317996892,0.8525752467490268,0.8676624817408755,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7021674214069892,0.1150493189166287,0.0898143325543767,0.8567794054253653,0.8831524159491608,4.0,0.6866876343635288,0.1125772775188664,0.0897157667632048,0.8419286722045817,0.865594401765013,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7485799858892553,0.1044774831215985,0.0801635538335317,0.87284729993758,0.8972105831722897,3.0,0.6740463969538815,0.120630646465371,0.0882689726986907,0.8231550384562889,0.8754908662029404,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7396620730641026,0.1056012345708682,0.0785846117095068,0.8735795685264582,0.9001214920774785,2.0,0.6205799004529997,0.1328648708057378,0.0977117918518296,0.8161945047510463,0.8531589669360565,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7350401165572513,0.1092017953689972,0.0816632669044017,0.8750563219845487,0.9016844321960712,1.0,0.6866927841093883,0.1094591270766773,0.0868426335043372,0.8415401710246094,0.8568580542264751,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7445979269585163,0.1063087575979622,0.0809849287919779,0.871556037325202,0.9002444802357411,4.0,0.7265716248396252,0.1061542012438667,0.0813580244187462,0.8629988627126097,0.8892284186401833,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6800364954537622,0.1178797139274976,0.0862885746362491,0.8521025213119269,0.8829889940043274,0.0,0.7138633403535102,0.112564375753689,0.0876664213542351,0.8659025916366649,0.8898214788307667,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7409884034757519,0.1041047459150386,0.0860189160919495,0.8883637625994315,0.9156852204758776,0.0,0.7636951030757619,0.1088648157616148,0.0858024855643308,0.8922869047886579,0.9099989278007852,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.8010918251291725,0.0916836490362782,0.0710340978058364,0.8986165036143052,0.922971391840066,2.0,0.742207405823254,0.1126609859283825,0.0783199344554952,0.869100123817814,0.9208348411134788,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7855642189874653,0.0965629880331159,0.0746561055761369,0.8944442676864224,0.915261262135021,3.0,0.7549085730123349,0.1042886867470486,0.0765556017485002,0.8797755605996327,0.9163450069022824,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.782943338845193,0.0962657450571081,0.0719189356350825,0.8994911092989084,0.9195936541412032,4.0,0.7146470365223295,0.1164730834290278,0.0836725182018803,0.8660858471699691,0.8937819146797474,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.785939022140955,0.0963556755008954,0.0749293711581945,0.8935464055465685,0.916183879677961,1.0,0.6967237772196166,0.1164877666560815,0.0895139099032349,0.8566389244691919,0.8941973918754104,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7412405816226656,0.1078689759008009,0.0810661618360734,0.8682967540137532,0.8940241374578392,1.0,0.7242673479513237,0.1014050897360452,0.0756024281540198,0.8516181898993485,0.9027146743865008,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7194937074404881,0.1118650938236434,0.08444274631829,0.8798256987294222,0.9061368201989478,3.0,0.7134400666764581,0.1067395760275842,0.0776876917474893,0.8555112672465162,0.8823495905539249,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7284905458061566,0.1085731106265225,0.0838941186303784,0.8578408685240081,0.8869460760896372,4.0,0.7298414123853618,0.1097278023221609,0.0842791864332509,0.8635070588440152,0.8771527749855923,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7158036324854049,0.1108011458960522,0.0879274275843987,0.8522011936685177,0.884493586972335,2.0,0.7173903738414911,0.1133386632060419,0.0874792484595347,0.8494781216691768,0.8663235629179901,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.743331477471525,0.1041212501183898,0.0791685033688595,0.8690517090163035,0.8993131441530584,0.0,0.7006483543841979,0.1215095794421326,0.0879545528362519,0.8530691532166055,0.9050467076782864,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7933436992176067,0.0957404408301823,0.0714460857622435,0.9024786494361836,0.9263077551668956,3.0,0.7734939537295737,0.0961081055767997,0.0742731202883603,0.8850727804734474,0.9053047056143032,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.794926733548122,0.0956409258715319,0.0719563156932383,0.9003383469042854,0.91981930439466,4.0,0.7443927432108017,0.1005678771262492,0.0755460881914967,0.8770233431503718,0.925237559138488,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7646103022107433,0.0991502582908029,0.0757215127333874,0.8783757418259817,0.9073725313377335,0.0,0.7153803886093714,0.119615019586788,0.0906352560146584,0.8515407897625505,0.8774911878627049,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8014054861824568,0.0921949176185947,0.0688702592315308,0.9072757234646364,0.9267534840626128,1.0,0.7587386376250906,0.1064823495951515,0.079692042667683,0.8979028105339764,0.9165896023481162,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7714373061083066,0.1004126508666514,0.0747743061630766,0.888467307348425,0.913740418634357,2.0,0.7309134040130586,0.105766674269484,0.0798959750075587,0.8683042749489548,0.905029954565558,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7061738281779488,0.112040206117614,0.0875614875196481,0.8514056220331312,0.8897674780927344,3.0,0.7134752864085566,0.115766774342194,0.0938900587367361,0.8577017370845947,0.8740467478857571,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7282173092490357,0.1093975414846775,0.0822406848824633,0.866138730339133,0.8946132321638799,0.0,0.7041736865297985,0.1109651976685626,0.0837554429299983,0.8430203898689411,0.8860754828247087,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6828612093290085,0.117691552310751,0.0878999911277211,0.8437825913647266,0.877883179821688,4.0,0.7283089155137907,0.1082683736448479,0.0839553534280292,0.8699775320527369,0.8934703067830001,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7329732931146661,0.1083863853692525,0.0830385561507602,0.8592230777682568,0.892550652652345,2.0,0.6942179113710372,0.1136137756558182,0.0837612436027049,0.8343887677726851,0.8726227333038479,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.719463382591079,0.1107385544347157,0.0847622991475157,0.8543270187466342,0.8909821925115484,1.0,0.7666319925917788,0.1006238477844962,0.078941834122135,0.8791320061742931,0.9001514481390642,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7626413572136792,0.1011106079607579,0.0761937046630506,0.8814617773674703,0.9100354519556872,4.0,0.7679906310765161,0.1031537702883437,0.0796392207536111,0.8864118868516537,0.8945726616005253,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7775841413149027,0.0994854608022337,0.0763502301634495,0.8875989043011211,0.9105475758848288,2.0,0.7841813995475846,0.0911440890176601,0.0736309605391855,0.903586108986924,0.914425100183614,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.762879542088456,0.1008623858546183,0.0787367833226354,0.8819081465694155,0.9138648512844114,1.0,0.7489116324489817,0.1076626833642205,0.0819243079921072,0.8822946595140455,0.9084408883170492,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7923259139285412,0.0941617710197807,0.0709462872826613,0.892622245333953,0.9155087345323304,0.0,0.7534817211089913,0.108257444927585,0.0817949667736201,0.8706015805459022,0.9047652553844504,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7514143645905416,0.1036297580574176,0.0778077614618712,0.8834575499407187,0.9057430414187388,3.0,0.7287176640178771,0.1110473133157496,0.0858094457097418,0.8605078060746179,0.8907127444279146,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6794821126339826,0.1206553533864251,0.0994739471402147,0.8603247039036193,0.8908405807269716,3.0,0.6327497118415824,0.1151525180701785,0.09651705289722,0.8710230109161207,0.8884242692292228,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7310222308081786,0.1081943457310924,0.081410563294312,0.870889788371209,0.8981629275587745,0.0,0.6868986447512723,0.116715884489473,0.0878923578892836,0.8363038197043995,0.8754104512618444,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7116880397319892,0.1128727235640358,0.0862213591979985,0.8522224296468213,0.8860411019821525,1.0,0.7203196903809204,0.1077383126558006,0.0844146871955003,0.8520800895370009,0.8691849945719914,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7396322909173334,0.1088360157011298,0.0814393754446964,0.8719221598315424,0.9023008690681688,2.0,0.7712356705288014,0.0910989440842437,0.070484198232647,0.8839127908343087,0.9067052658383928,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.7287352756676635,0.1088302915358918,0.0852787586910659,0.862247948681578,0.8955536994982456,4.0,0.6744207040895163,0.1191699668369093,0.0960738158920808,0.830138582184508,0.8582552638280191,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7839783503982559,0.0967243199859339,0.0715354061581522,0.8935513150027319,0.9183656813513016,0.0,0.7967416941418499,0.0952107463068113,0.0688381670935182,0.9004246184268678,0.9204428182756356,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7856788175426631,0.0976558242495403,0.0755555650971528,0.8902141763456326,0.9164606546230444,3.0,0.7631094997496862,0.0971988806620617,0.0752238152039064,0.8827892093096781,0.8992869875222815,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7058370016021169,0.1121292848775962,0.0831651486985056,0.8536634157406073,0.8884346764699511,1.0,0.6681702761310433,0.1253324639720971,0.0957971758202485,0.8420295092238301,0.8740467478857571,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7826055842996691,0.0978444948886976,0.0740850561438627,0.8930036132452518,0.9182393399085224,2.0,0.7786235796554785,0.0965938184311618,0.0719914240604711,0.8889445301349035,0.9111146851084932,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7829182442519014,0.0963187365838468,0.0740089908411667,0.8890919207543146,0.9157293806535088,4.0,0.7407249904653943,0.1104326884355157,0.0874307976894638,0.8642721825793789,0.8838339163416563,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7420862848425664,0.1076504016361679,0.0839195740934264,0.8680682245001974,0.8962736754784106,4.0,0.6344104259234518,0.1186557954201886,0.092406193711461,0.8104450837738415,0.8377561550936162,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7114751755468236,0.1119303734672167,0.0868920177641875,0.8516807654647109,0.8824432340520368,3.0,0.7150950369263875,0.1127337773556905,0.0896631486567904,0.859598496380323,0.8932625681851688,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7395042437174089,0.1053486177552777,0.081960920842395,0.8657393298958327,0.8966152977871419,0.0,0.7237595765063283,0.1149141998076863,0.0856981166031183,0.8564381522961544,0.8935473711015506,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7339081839096695,0.1078036715440988,0.0841773660981435,0.8623808876052632,0.8912090293118339,1.0,0.6670484335109461,0.1201867738938077,0.0954254446112873,0.8283876910174293,0.8594179298513662,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.7111625757792595,0.1129564266388423,0.092323306457476,0.8655592967527181,0.8923378996470283,2.0,0.6376732524761795,0.1227382170568408,0.0975755308441838,0.8138880639806549,0.866212992373983,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7746786897369969,0.0986646732162018,0.0777636244458334,0.8908104397996852,0.9123638179568904,2.0,0.7179157994584882,0.1132866914803472,0.0884421494019023,0.8527264008513288,0.892987817136424,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7626566543479698,0.1028551555854493,0.081955647463675,0.8895845689101934,0.9146378091599354,4.0,0.7328148498959466,0.1033410466444499,0.082997930126124,0.8778742238608148,0.8980908152734777,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7413363553660894,0.1056680024618611,0.0840177722013834,0.8714519295383234,0.9040331758493356,1.0,0.7784967853596599,0.1004372521539254,0.0818764025760075,0.8971259529786771,0.9261924865640035,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7603825647844035,0.1027913217683951,0.0827018061245397,0.898271998903307,0.9236811016107116,0.0,0.7499701810348954,0.1023631804957824,0.08125781519259,0.8890788532857584,0.9033278383123582,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7749313829292388,0.0995956389309401,0.0742094388314063,0.8911470915210795,0.9155362830543572,3.0,0.7828665763290275,0.0947084293236221,0.0736878882843172,0.8866324891428472,0.9195247476981222,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.703948563409212,0.1126059867576311,0.0857777005668108,0.8512739830608718,0.8795917556662771,2.0,0.6954513261158117,0.1196393935405952,0.0866116353995474,0.852913824806495,0.8895132215565651,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6986451506439165,0.1135709247843588,0.0874246504358648,0.843853845754932,0.8772694771661962,4.0,0.7130027422957885,0.1162869453960071,0.0843104005821965,0.846734591326835,0.8864708562850976,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.7047601806420678,0.112682039635553,0.0846468750276573,0.8532539722790056,0.8913653955482828,1.0,0.667454478861213,0.1240713480865465,0.0902371075874586,0.8361418980865594,0.8762112500502592,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.724636273659633,0.1099072226399594,0.0845419995822244,0.8567380406904341,0.8956734891389696,0.0,0.6623539616303744,0.1202057993906712,0.0945423150748353,0.8201674238403626,0.8509475560559151,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.719381894331232,0.1117909152799246,0.0884534233293784,0.8623216872136947,0.8976453752015842,3.0,0.7256060229978756,0.1045644876872881,0.0842474138981891,0.8658093056568656,0.878663905753689,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7717148727904699,0.1022807045226382,0.0787898567378277,0.8827943077262134,0.910255943309888,2.0,0.7026742358160325,0.1002750553343124,0.0804250549532635,0.8538903562559749,0.8842627960275019,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7231535888844298,0.1104392326816664,0.0799980151719133,0.8744033583397322,0.9077601710278284,4.0,0.7419974962929801,0.1036661873080298,0.0789012856725242,0.8765584111808562,0.9020411992548214,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.769220228519674,0.1008254764406216,0.0755121114036891,0.885948302113623,0.9129620955036069,3.0,0.7793405087103005,0.0960850570320019,0.0730930820608866,0.8888619517347142,0.9148439280018228,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7693399409398956,0.0997677223786221,0.0759565351679844,0.8794461767956121,0.910595037757984,1.0,0.7611499111553645,0.1042666930069774,0.0785841680542536,0.8791979503544973,0.9055895085306848,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.7649816115730257,0.1006704645393475,0.0753650821288155,0.8868633745001282,0.9144954751294626,0.0,0.7285262060793326,0.1110966916307319,0.0828335932683568,0.8598822473345942,0.8842326404245909,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1992394214099504,0.1876322393601545,0.1532108752204946,0.4771458080359206,0.4428187531530405,1.0,0.1759779905069765,0.1865354916942918,0.1494980427066936,0.4318776461587418,0.4494175227732483,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2135291912145649,0.1824929151997739,0.1495364266844752,0.4824911622391884,0.4871814062687585,0.0,0.1363837524036015,0.2046688809074395,0.1599156964692276,0.4300486806419852,0.4297726385095216,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1866307432527653,0.1880585031064919,0.1543120038898148,0.4549900296586701,0.4238510496204306,2.0,0.223307110077414,0.1843956636654584,0.1528025331661294,0.508675095490452,0.502237993957102,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1985551207027255,0.1838817890652141,0.1493811122147089,0.4574306409151901,0.4721086331343425,3.0,0.1843653635493073,0.198297716463367,0.1575763098235364,0.491765852305648,0.498601471434186,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1967207214620054,0.18623074258407,0.1514234428349628,0.4487211004310786,0.4379723103066258,4.0,0.2202661632280249,0.1885679451384101,0.1509139922899517,0.4864005068639203,0.5101837784615035,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2553357547734001,0.1799272379922223,0.1419008162597781,0.5329906817489668,0.5595461881644017,0.0,0.2301267117176816,0.1847221773320223,0.1472557054993894,0.4985064241268679,0.5371258973439664,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2534279150203259,0.1768240632690733,0.1427870407777367,0.5165983287274596,0.548828055620283,4.0,0.2712119820135894,0.1921398759750051,0.1552890312790785,0.5346364953687448,0.5667477083814293,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2750918011366634,0.1774358893277491,0.1435966057575769,0.5360031517824098,0.5434741206237804,2.0,0.2100750177449616,0.1842274164813768,0.1479095338875807,0.5160631003701579,0.5839011330214279,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2526493816201494,0.1806827954272186,0.1461609538864608,0.5255249273062341,0.5452835626101573,3.0,0.2872476853646478,0.1757967778946954,0.1440214153674694,0.5713393170321097,0.5562844344473081,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2687514124282615,0.177057898182565,0.1429852684710774,0.5312235959182736,0.5523479928689901,1.0,0.281927098624493,0.1833320333732351,0.1540672937124829,0.5494445938049954,0.5760882801209288,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1717122984414538,0.1848964616495723,0.1533167750749887,0.4274310713633391,0.4081388307436157,3.0,0.2440321260202589,0.2003881735674361,0.1594909116611143,0.5798742350113916,0.562783197889748,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1965447369302464,0.1835070057112735,0.1482677472477215,0.4586489600497428,0.4056498239934388,4.0,0.1343818667325051,0.209208937449599,0.1722970432953112,0.3789702465044084,0.3786484462736876,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1962171369169222,0.1834439827434918,0.1488265969928635,0.4551452990806232,0.4309981674012181,2.0,0.1815318987723658,0.2035845853121849,0.1558176872243656,0.4750204770511383,0.4904541938274646,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1921695748945293,0.1903278934573053,0.1565932350402215,0.457260978338774,0.4747391419679582,1.0,0.1859620286034351,0.1779693600329081,0.1456859993920987,0.4425152064555293,0.4607274095462275,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.1834692241436992,0.1894138825553665,0.1534623896124606,0.4405324773379989,0.4697552972051867,0.0,0.2059976456710143,0.1823678625051148,0.1502967578905207,0.4704227323448527,0.4828158954917222,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2533755194625359,0.1833383337865452,0.1507442773815799,0.5372336154683921,0.5524164181138167,3.0,0.1516512220472672,0.1798784010303734,0.1471143196457224,0.4591311589686478,0.5144152912032025,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2488133357420194,0.1805080215970649,0.1458979324932426,0.5058527989193438,0.5186602479279104,4.0,0.2434414762988386,0.1840308314337656,0.1442359441747425,0.5064123366289841,0.4982794347500355,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2973274212752347,0.1708247155449772,0.1383204133627234,0.561898779230179,0.5855190708800787,0.0,0.1290706407400045,0.2122403516253506,0.1703298475388737,0.3787940659129295,0.4409348194435124,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2428839054993337,0.1803118893279268,0.1467583523271098,0.508616354618491,0.5474305494011289,1.0,0.2812676580874972,0.1821932191411717,0.1484658998087246,0.5460492584971804,0.549330042965541,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2454887860476454,0.1867705850598024,0.1525455542332537,0.513357890844099,0.5360287065004269,2.0,0.3271782744800519,0.149643011184837,0.1261282224931695,0.5995158815939629,0.6068152460574685,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1863755496798568,0.1895866571985833,0.1560927317955422,0.4622550651596653,0.4504799553108421,3.0,0.1995838035350009,0.1824465884103621,0.1463040221272508,0.4893582602866748,0.5093088505666784,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1800801527447735,0.1904359550843591,0.1533383101063417,0.4446869762440203,0.4331201322283284,4.0,0.2278070283630239,0.1783980659603352,0.1517874213543269,0.5149615967031997,0.5170953789419974,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1958091907424249,0.1849364857599186,0.1489426476478614,0.4574665749394818,0.4705134421741541,2.0,0.2191275750061816,0.1940238850950911,0.1620797761951765,0.4897065543825002,0.4825534482104615,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1885732923615639,0.1897027186686307,0.1569696246973778,0.4559349578336095,0.4461383643103381,1.0,0.1699090971169986,0.1802052083032752,0.1446617367678703,0.511464296354226,0.5271687336341659,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2006571544283666,0.1852487895387979,0.1499696776336988,0.4527279393610307,0.4293445166456077,0.0,0.2225136577802781,0.1902251510206272,0.1510968364465582,0.4916478809649716,0.4686309395358253,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2740056612513224,0.1788121612157155,0.1446066759082581,0.530759063679448,0.5523186327239572,2.0,0.2544603990764159,0.1764814812991021,0.1391732692766118,0.5078625231681039,0.5337056279375231,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2498580699381908,0.1803630116778453,0.1470568628210449,0.5189133864274514,0.5377902066023637,1.0,0.3081668755240379,0.1759800138409978,0.1445525785044052,0.5943152775992897,0.5947919901089319,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2611847516250687,0.1780472920093555,0.1456355297988842,0.5233429091159157,0.548756324879788,4.0,0.2840078263890989,0.1827742823505384,0.1470634549309171,0.5541189402463744,0.5759614768296885,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2614586781995321,0.1793317370639929,0.1453658816828418,0.5184185682849738,0.5399650381516471,0.0,0.3020593587239163,0.1752070060166938,0.1386953210068433,0.5730500294829624,0.593191468187396,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2875493613948335,0.1761201552212753,0.1430338238397976,0.551373886164769,0.5589311680490939,3.0,0.2210988607066023,0.1850384502881796,0.1510991505080374,0.4757694714581821,0.5264873797784273,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2083496245368736,0.1835910184403769,0.1488832783209301,0.4659928378336707,0.4508106036992415,0.0,0.1749739262740766,0.199040214443197,0.1625141398636117,0.4248892438852545,0.4177303312091115,0.0
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random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2925436683964798,0.1768940334660426,0.14349768728462,0.542958036379124,0.5540531419774204,1.0,0.3227546950332196,0.1673718469989958,0.1317518957898953,0.5730981746793448,0.5851257169025101,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.2861827025009444,0.1790415265577375,0.1441016177273714,0.5443251488420175,0.5383038536034863,0.0,0.2608153529863971,0.1672935296247628,0.1340605004002075,0.5636179637069467,0.5197545350711578,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2942440475662945,0.1743448429604676,0.1403261899358706,0.5450214127981341,0.5517020247018062,0.0,0.2855961510625966,0.1813639310689814,0.1454996625929917,0.5456194568983088,0.5695240443125101,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2973977645596454,0.1728790077452911,0.1398495999864798,0.5484183470383865,0.5557356172765698,4.0,0.2818886841206426,0.1853714344761535,0.1478325995181073,0.5470847177863638,0.5528976130195071,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2437666980514792,0.1838390568560372,0.1461056442358584,0.5071694978211103,0.5044798063195471,2.0,0.3666100426735614,0.1581635207151572,0.1283008562653199,0.6266021002300717,0.6133637710484655,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2994420965186785,0.1743600054501606,0.1396220875887435,0.5481932639476039,0.5571469754753705,1.0,0.2654479778341597,0.1812418336628267,0.1390403008093902,0.5171627352719401,0.5438949339831236,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.285562764070161,0.1807083580263995,0.144734247263235,0.53709262946973,0.5517209197553555,3.0,0.3300834408628679,0.1540717000501756,0.1183940947032808,0.5830169577878281,0.5514146570665907,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2811542593966961,0.1744505536221748,0.1385988572853049,0.5399297063260571,0.5467949904653836,2.0,0.3288276757904393,0.1808894573964549,0.1483775690678023,0.5888852082238027,0.5806997531271134,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3043279721333569,0.1758408151523902,0.1401886967571886,0.5557873909119743,0.5598940582372778,1.0,0.3187951230371085,0.1660581077873858,0.1401796311703245,0.5663994844992974,0.5475248034678006,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2972817814328314,0.1722951060566145,0.1390338432144002,0.5550010771817167,0.5500220443085563,3.0,0.2961925486777861,0.1848208642987736,0.1477999369942029,0.553053449105336,0.5413512379097171,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2909919490301579,0.1783181903570634,0.1470560494014758,0.5611990276869223,0.5549248819814032,4.0,0.2818193792289376,0.1669069580599222,0.1337869746252112,0.5477897312345789,0.5620943278744799,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3138359214907003,0.1722275565834499,0.1384785382868665,0.5716839390114381,0.5672233696263583,0.0,0.2462079850527461,0.1848653343450428,0.1463758538898385,0.5051555962979253,0.5240109717293481,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2814921139655361,0.1795272457016921,0.1448586231006622,0.538928953197954,0.5497896679535464,3.0,0.3002370015899193,0.1634730110737654,0.133596693862058,0.5549477996101044,0.542339006037482,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2934806590362054,0.1776583467780451,0.1418337811495702,0.5461402188960913,0.5585277485909145,2.0,0.2315307572732966,0.1729465079138679,0.1455073976001185,0.520075546915031,0.5395980086871205,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3068708852859474,0.1770411093106966,0.1414235896411907,0.5560585927339478,0.5717034467793548,1.0,0.2130060663546663,0.1714732044327254,0.134689689235689,0.4721975887307691,0.4853593369011394,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3169317688400942,0.1768560531586315,0.14121162440661,0.5664654513129362,0.5686681243075368,0.0,0.1678563500524712,0.1707603301813242,0.1376570341635482,0.4643169088976835,0.502244138673605,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2471068206802297,0.1802812989005501,0.1449240627081258,0.5126772884730426,0.5222719577119037,4.0,0.3832502720672547,0.1677420969540486,0.1361717145395347,0.6656577904682696,0.6695575948312593,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3055999029713766,0.1758978014220475,0.1420216347207071,0.5590304667277004,0.5571027362474336,3.0,0.2827336637483684,0.1687174414073614,0.1397664345416936,0.5452409285145026,0.5565897836942069,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.299653233410973,0.1723326004156495,0.1375158593801342,0.5501059728719251,0.5545445464577894,2.0,0.3207724993833559,0.180320816997786,0.1493236950615641,0.5708770091521415,0.5738975661926642,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3010528858740569,0.175142285367245,0.1428067413534598,0.5531003274292456,0.5403835006253342,1.0,0.3191538819109337,0.1685467406078083,0.1340867001813789,0.5749471734397267,0.6169082537172418,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2872479487489865,0.1753322130663148,0.1411363070694578,0.5407431399587022,0.5437982694590168,0.0,0.3279178817560133,0.1751800779293977,0.1450678492848639,0.5895583893735102,0.5550680996901403,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2973790778524772,0.1766773988131567,0.1414086028825219,0.5487652304212337,0.5548969556284611,4.0,0.3250957726976775,0.1655025020647537,0.1359661020273234,0.5739069998976931,0.5596049242490078,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9434354707348404,0.5248960925379772,0.2086210895162414,0.9713060730369598,0.9603914423958748,0.0,-0.0658586350565348,2.0231495801830897,1.6375838987961675,0.3497032466867296,0.2385843437683698,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9476958176965716,0.5025173582646182,0.2002050107736243,0.9734967066073548,0.962355566689255,1.0,0.1360022745908827,1.9276444565719544,1.542661831450683,0.4366575917052346,0.4209996800369493,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9456320547378216,0.5112964138256167,0.2044737637744981,0.9724361523317494,0.960408155076292,3.0,0.117782159533331,1.9013760168968925,1.5257758466451354,0.4063576537955947,0.4183996038858462,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.94934945112515,0.4887610315894586,0.1890860475250913,0.9743456613567126,0.9585365394662788,4.0,-0.0492413644458682,2.1758992883630404,1.802983965426684,0.2324375518235776,0.1970354491318399,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9383806260454384,0.5247750555068305,0.2121168675104357,0.9687004950603822,0.9586620649844272,2.0,0.1596434177925695,2.135555869746926,1.6019680142904131,0.5160320556306985,0.4775355671773656,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9478073715258756,0.4509406847630325,0.1805496848742807,0.9735540042466724,0.9473855139030896,3.0,-0.0455375552876242,2.1703819296973887,1.7706190936267376,0.409894246360817,0.3890140973326971,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9393876149859698,0.5160268056940598,0.2085811835504001,0.9692201179854554,0.9574737347720996,2.0,0.4130135664950766,1.8547392294251723,1.4794983090616245,0.6481619618529229,0.6454409448365053,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9390854612004316,0.539396513018677,0.2280659163707642,0.969064226855217,0.9604755467858036,0.0,-0.0438623047554014,2.089723676944939,1.669065680612517,0.338170078669269,0.3347256145914223,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9440468182616464,0.5181666922202898,0.2096320816731088,0.9716207263458452,0.961079865562854,4.0,-0.0017042544565408,2.045527221551332,1.6652348284404,0.4209139037642683,0.4329778610660854,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9402615391794268,0.5087667474008635,0.2023270229168886,0.9696708520779572,0.9554475635372044,1.0,0.2693544659770637,1.99296412524491,1.6013960555795854,0.5368594185120066,0.5276987598854855,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.944355990057274,0.506554295161542,0.2028376392167613,0.9717798178594776,0.9561053538420938,4.0,0.06256317596676,2.1254729051175705,1.7445537636293027,0.3804092954037538,0.3566638695224046,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9469960456654338,0.5013148189435584,0.201714167640055,0.9731372344194684,0.9621740234287576,3.0,0.3196965473016906,1.744766637795205,1.3767765243274142,0.5715138183151556,0.5587641080818168,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.940965252385594,0.5371121014342314,0.2133531769280628,0.9700336462992992,0.9609186243304738,1.0,0.0352807039952964,1.833680948325488,1.469405328331604,0.4153998170976497,0.3562024604450302,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9444387473301612,0.5216399972949849,0.2075969096568275,0.971822400380682,0.962001707550908,0.0,0.0639507403525267,1.8218108514681404,1.4693543297914862,0.4131948770176399,0.3657984109991319,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9461643404585643,0.5081488374530677,0.1980339323084511,0.9727098141832892,0.9568623165830906,2.0,-0.1407099950694876,2.2207249118567427,1.897551193399482,0.3649843646083443,0.3772706818641438,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9487772094572992,0.4813712338932989,0.1815460805238078,0.9740519629416377,0.9551271339350492,4.0,-0.2544190847104821,2.3713720967351604,1.9620917251561585,0.056224294968924,0.0517844694233962,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9409127782498532,0.4842142582914501,0.1954152077236802,0.970006598395582,0.9481993546273092,0.0,0.0376474828982655,2.0480629644046244,1.6760004010444252,0.360661424938272,0.3587636518526411,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9410324611265828,0.5333297764824493,0.2204483260986338,0.9700682871013622,0.9623205920178448,1.0,0.0840764950850745,1.910914323335277,1.5377265950778944,0.4347969001100943,0.3946084054534335,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.937043470086953,0.5186881120037312,0.2133458834820977,0.9680100669935564,0.9516811241384184,2.0,-0.1019019342578322,2.3559844990183563,1.9301145223322247,0.2238120849088171,0.1913969828143172,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9400998755752124,0.5477230530953449,0.2178619222029116,0.9695874853194268,0.961299708764508,3.0,0.0767786751055444,1.877907569542628,1.4837839208440369,0.4493115276397242,0.4080947956242872,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9393821393921814,0.4889280538356478,0.1926486545447327,0.9692172977453504,0.9459259081857428,0.0,-0.1778512722217911,2.2322672311614,1.860039126340832,0.2171995897355795,0.1996067783703322,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9463686267927742,0.5130702090187073,0.1946184997974174,0.9728148051271616,0.9602219496068878,2.0,-1.4891204642016975,2.8459689258395544,2.365893686278049,0.2067784095335185,0.1979447850950381,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9400032106752506,0.5384069696902516,0.2191517210022721,0.9695376393829054,0.9613489588765334,4.0,-0.0527440975143844,1.933246840259526,1.5699658325478256,0.3883792060514185,0.3367102440946065,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9442252187942118,0.5230772704123374,0.2021838603312727,0.9717125300953702,0.960876640474538,1.0,-0.8049281849510566,2.576730909394592,2.162078529196916,0.2217229214179181,0.128609328707733,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.940142135908906,0.5167802445232403,0.2010717382285356,0.9696092819986608,0.9544385882828784,3.0,-0.1783240912179753,2.4516318046881937,2.035545156434809,0.3380530854002352,0.3575441560046864,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.940615151211808,0.5428555184165157,0.2230174788900575,0.9698531728434616,0.9614594623975588,3.0,0.0336394912618258,1.9001686208434527,1.5058693003534471,0.3641985538795987,0.2790620000015313,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9408032924414914,0.535208209265708,0.2161052458417704,0.9699501690083776,0.9601402565496846,2.0,0.1295079263233948,1.9260546095403697,1.4828638412247854,0.498820973038147,0.4736933830735297,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9411624558359408,0.5193422458994852,0.211339863874329,0.970135289194376,0.9584905643600904,1.0,0.2331273919030715,1.948556512291738,1.5087865378836078,0.5227501655105505,0.5173483472341458,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.942467565435738,0.5346957476939848,0.2199571500438871,0.9708077041812764,0.9638524435571124,0.0,-0.0679824347343955,1.9405395909880183,1.5561646429099367,0.3055878739396048,0.2545435455347085,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9489177476787788,0.4957337599371656,0.1847607136743946,0.9741241101525764,0.9582193779984204,4.0,-0.0954642097678049,2.1444972135739,1.80795102160424,0.3703452464658976,0.3856403713482817,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9485307824204924,0.4906489733864275,0.1990035422895323,0.9739254586933648,0.9587606867213146,1.0,0.0806348067391754,2.0672433534993835,1.6440319287170482,0.398724854692553,0.397620376468344,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9398370821228162,0.5279014217319203,0.2167758303708906,0.9694519579106264,0.9581522231361737,4.0,0.0375083728493519,2.2042620735833776,1.7195640673978998,0.4062850041445838,0.4490194163136336,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9473604368039844,0.50367649508266,0.1921663915508432,0.9733244336262874,0.9619479306203764,0.0,0.1682178950305788,1.8834769066003616,1.4887820111946373,0.4438396949411171,0.4559379261866754,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9422556984240872,0.5248136998964968,0.210888401018744,0.9706985702807824,0.9610838672769983,2.0,0.0035684178233971,1.9188809258042496,1.5291993870075955,0.4513988573295568,0.4113000164092507,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9489788114810036,0.4981182960476807,0.1915740151173924,0.974155444270774,0.9599213906585808,3.0,-0.292073934526148,2.353037442063453,1.9419923920852848,0.158445786671368,0.1218699692093495,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.941269781891308,0.5024300791142025,0.204386839187629,0.970190602432784,0.954519612140796,2.0,0.2769790815722529,1.9867070029526683,1.6080083482473546,0.5394390450267283,0.5294796381049856,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9402515530257916,0.5322050583263994,0.2201447189556007,0.969665701468205,0.9586338143010764,3.0,0.1014148348295806,2.04503795967137,1.5799570788959925,0.4456600314693432,0.403422168520683,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.94398026561186,0.5308276351424192,0.2107301245247221,0.9715864803568014,0.9618325334542048,4.0,0.0173525816102801,1.9541086660126843,1.558497173022756,0.3282963969350869,0.2786060843169372,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9449912099491632,0.5134431769543746,0.2061480642652245,0.9721065948223816,0.9600811306324624,1.0,-0.0035252469129374,2.099134047761647,1.695631099828318,0.3748297365273319,0.4123118741092574,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9475953635474004,0.497409292402772,0.2073884823205874,0.973445110306284,0.959522809777348,0.0,0.1386079128410904,2.0099319992784093,1.5807717187298662,0.4539142606457172,0.4675409504760914,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.939110265879816,0.5463142870406441,0.2269394721734382,0.9690774285329552,0.9618781329120673,1.0,0.0366129155062049,1.863959983704636,1.4734892168025744,0.3622797170095597,0.2805585486182139,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9431317293503668,0.4781421916314677,0.1976810989561033,0.9711515917070564,0.948691637292388,0.0,-0.059989805203036,2.2035535804945554,1.835327919807051,0.2710095759576467,0.262191384544453,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9451641895008478,0.4970752601869958,0.208892874875477,0.9721980620554946,0.9549618086774404,3.0,0.0257006146838598,2.098895009699416,1.6987969360825268,0.3584895709068297,0.3242748066736634,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9435854393032282,0.5360494537808395,0.2150961164768217,0.9713838148059496,0.963052045515579,2.0,-0.5940416293822317,2.3308653187888613,1.885657597601772,0.2863354271468373,0.2373204866218754,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.942335779839289,0.5258362320107175,0.2281404108503683,0.9707432569489196,0.9612360689516988,4.0,-0.0847474923045017,2.105123101644304,1.6828050054377837,0.2932975394546632,0.2998633833887871,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9279096882678002,0.5899205418656503,0.2591973950812417,0.9632806987533687,0.9521677196384114,2.0,-0.0829423613537947,2.1734852731542507,1.7741855561030362,0.3236045913876424,0.3109960600576819,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.92036613323406,0.57833478114201,0.2658512584257876,0.9593571565102608,0.942717232632136,0.0,0.0531610798083825,2.165250875482457,1.7593438589184875,0.3750582545228562,0.3781911949472888,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9265281946854098,0.5989205212989247,0.2709038728467173,0.9625633531135532,0.9517118588209698,4.0,-0.0695721226751076,2.165639181209229,1.7541349921766438,0.2402540983184034,0.2342502716511283,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9249165988232774,0.6027369447112606,0.2750370503917512,0.9617258537702892,0.9530723054156957,3.0,-0.3390641882178762,2.390836671596839,1.9581419499232795,0.1272520958291757,0.1024481081389931,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9122347500732372,0.6194342109245069,0.2860135926185884,0.955109824539063,0.9451944736314362,1.0,0.2065045201604659,2.0427469832399248,1.6671208253458158,0.4817031010946583,0.462321693549057,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.925963208153788,0.5950771431126107,0.2627152770184613,0.9622698280442528,0.9489445661922192,4.0,-0.0443780872793644,2.176465164012504,1.716758745450596,0.2790420457292645,0.2980877714061822,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9306329434171744,0.5792593220824048,0.2538911539118484,0.96469319710474,0.9514748176322594,3.0,-0.2306689768481975,2.2720842509786463,1.879713016935574,0.1395884372858874,0.1215011767183875,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9214074027597416,0.6132650106428146,0.2825649453102675,0.9598996926499512,0.9500113940636984,2.0,0.0775449412385309,2.001438536931974,1.612018221112098,0.3858842051015373,0.4067226156282681,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9300991611973668,0.585739570339549,0.2502095708128383,0.964416497819586,0.9524038250428312,1.0,-0.0223296333621032,2.053180824976049,1.705082815080934,0.3601189062389788,0.3634907307104468,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9148047858748508,0.6463470237279718,0.3017285928229756,0.9564542855867476,0.9503131505466076,0.0,-0.1243100490248532,2.0007732745283584,1.5867459969090212,0.2575202007178285,0.1765401990325279,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.926283230876332,0.6017918975273663,0.2591636056866318,0.9624361043914744,0.9534221064527452,4.0,-0.1114630575065094,2.1088940952131217,1.726435994318038,0.2292215298181023,0.1563419153177617,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9219485607171034,0.612731886773505,0.2763125309056423,0.9601815364256934,0.9498323683396502,3.0,0.1124707234093405,1.971140552516811,1.5939434853158272,0.3881812317980552,0.3456573912897537,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9184953115222184,0.6260610438110169,0.2925628357222335,0.958381620653408,0.950164351110674,2.0,0.0823413643632482,1.9774684752498493,1.6012449466192993,0.4277167669885811,0.4118624017191368,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9061070264362144,0.6367944639827472,0.2970721361992029,0.9518965626070424,0.9421377490643276,1.0,0.3037169406053734,1.947250107607552,1.583709969651541,0.5567208921634168,0.5667727672910827,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9178762151202708,0.6055467829747059,0.2813485482538012,0.958058580241808,0.947321875724802,0.0,0.2500511529890099,2.0146612004178093,1.6602851559024152,0.5348079550177329,0.5300863905577413,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.922779907355202,0.6115494374408326,0.2833666545201083,0.9606143474709766,0.95127497348398,2.0,0.045917017358903,2.021503540047743,1.6653314762326197,0.381626569961316,0.3615874386846288,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9306573263460276,0.577117638239764,0.2394219408135711,0.9647058339690696,0.9505184530476688,1.0,-0.5280803186426879,2.5415143529509407,2.128302911879452,-0.0698116127322385,-0.1645332433449367,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9168424788376436,0.6156355685692054,0.2844469019476892,0.957518927826608,0.9456071116615088,3.0,0.1227048877201784,2.078035155804422,1.685561179461922,0.4098029111845143,0.4058122597010763,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.923067727844277,0.6008546326577427,0.277521675289862,0.960764146076886,0.9507709074173196,0.0,0.0436630354617071,2.145651272640809,1.7091340454694877,0.3003529450051835,0.3127635383614685,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9135338198170504,0.6508885340783921,0.30166853312318,0.9557896405708162,0.9498483639488524,4.0,-0.0020323362950962,1.90259682222572,1.5464540080563138,0.3341466693265887,0.2477518342524421,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9309150504520822,0.5826841804019103,0.2502886404655913,0.9648394015688062,0.9539162874965632,4.0,-0.3231032296329785,2.3668754136444603,1.96045612783496,0.1981591650432484,0.1498308753516378,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9258738718558004,0.5986658042446997,0.2681562512832757,0.962223407473582,0.9516516299959724,0.0,0.0206571617637935,1.983032187946122,1.5683912357315422,0.371206719593362,0.3754939639764625,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9210566955322872,0.6203642701750209,0.2841077025637998,0.95971699588736,0.951104091163394,3.0,0.0624720174014478,1.98646409012432,1.581281983616129,0.3936006245917311,0.3879902088040086,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9188843394476404,0.6236514826283766,0.2967154149545768,0.95858455947997,0.9515785151319666,2.0,0.0375422478631825,2.048542795341238,1.6318437930401315,0.3567978008568292,0.3428965731597088,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.916720343039769,0.5961803374315803,0.2702095326072826,0.9574551491003582,0.9429218418433136,1.0,0.0241622175405137,2.2596693415864566,1.8558197832361727,0.2977215166994864,0.263531663526808,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9156353303439876,0.5958235112810465,0.2778406305240934,0.9568883688081832,0.941393507314379,0.0,0.1042903845334665,2.0282736689749443,1.6293612310485872,0.4411855341195774,0.4336709207523355,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.91966445418563,0.59142605466042,0.2648263146941054,0.9589913862330084,0.9411036704916658,1.0,0.1018336345184853,1.9632366256055955,1.618587519539018,0.3957927098514157,0.3912738004169527,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9273375992589904,0.58965192782862,0.267608928117875,0.9629837095545654,0.950563961419909,2.0,-0.073493764793753,2.1991458628551053,1.7312359431149935,0.2372731258813554,0.2520333533824634,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.929582090003405,0.5867241943546658,0.2498141482747249,0.9641483911390004,0.952483470268198,3.0,-0.2227559699879162,2.091162467134031,1.8002631078941371,0.072064151162201,0.012108318446724,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.925900505920222,0.5988356905511467,0.2651391091672905,0.9622372456858672,0.9513278367082716,4.0,-0.0563091355479445,2.1398142809041265,1.7106785522006105,0.3119078653950001,0.3079927281155117,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9315718736212872,0.5731925664963929,0.2387420120692875,0.9651797201583784,0.950692765069246,0.0,0.0565510747849301,1.9944743283002044,1.6128127516287012,0.4129487447490002,0.4026222345492732,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.928066275407815,0.5996076972844002,0.2589104267311833,0.9633619726993222,0.954946334138169,4.0,-0.5895660619143273,2.3531899478765816,1.912557994253081,-0.0739272328353478,-0.1001431906221594,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.918874409045514,0.6142088772580213,0.2799644987502991,0.958579381450775,0.9487917236960292,3.0,0.2611789217448585,1.9068075879213056,1.504535090792816,0.5370349685590925,0.5284051305748008,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.915526042146869,0.6346249209239927,0.3029737492024637,0.9568312603241292,0.9506981244962478,1.0,-0.2164506898148557,2.0042970897424155,1.6170249540926556,0.2445242465571177,0.1732366876411317,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.919485612970997,0.6234638153979609,0.2816943857862139,0.958898131555263,0.9494451650087384,2.0,0.0799249175667984,1.981833195680092,1.5679394386070435,0.3847429118953152,0.3398256092932324,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9330059903155384,0.5702980716023037,0.2494674162833122,0.9659223627568834,0.9527537932192826,2.0,-0.1024533688411504,2.138744665267813,1.7767196895016564,0.164750740146741,0.1296941640454766,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9273620144778928,0.582904126201194,0.2613102960986802,0.962996380670486,0.947903969868572,3.0,-0.1765546318187727,2.230755411456688,1.8276689471372591,0.1455794055021801,0.1275606530154987,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9082181052052676,0.6322519823254253,0.2956149049482121,0.9530047867113872,0.9426411950805224,4.0,0.0713076482129244,2.2184123404223173,1.7893444923626725,0.3740944295432049,0.3421909050248519,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9258122520321656,0.6013028484858237,0.2685544167347284,0.9621913895340948,0.9511111616797266,0.0,-0.0802309639181635,2.140844137151468,1.724719711231776,0.3078191007808493,0.3065851062601204,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9268436313642026,0.5855081139402539,0.2612297586229709,0.962727191129608,0.9492883518658384,1.0,0.0820813000783647,2.100321011008758,1.6937354175839574,0.3692116770173372,0.3986896447980304,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9093332148389056,0.62940729417788,0.2990398454589679,0.953590033509461,0.9428153019201898,1.0,0.3110633166287102,1.9507041929915696,1.5454166935739817,0.5618252496321473,0.5759562954340537,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9157686182457888,0.6442322472081566,0.3017924282525667,0.956958280430374,0.9505819463536324,2.0,0.0369255312090681,1.884561018000124,1.5359545386535056,0.3325495372422902,0.2513286048797651,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9225141659994828,0.5890750616307291,0.2687870557978233,0.960476307259885,0.9447882334905612,3.0,0.116968173957729,2.049542648553229,1.6823619978745037,0.3943274892815296,0.3867489402073625,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.925207793975013,0.6022753971300494,0.2731581578148713,0.961877933541878,0.9517216789644324,0.0,0.1463102906436483,1.876184127242732,1.488348675599226,0.4351900375037825,0.4666087819758424,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9222860882904038,0.5925002700515799,0.2800174994241691,0.96035840205935,0.9486142817476436,4.0,0.2306469405608282,2.0114184723594963,1.6129791010143124,0.4970500629699272,0.4728673444722207,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9353744638474656,0.5303400014815292,0.2143857658375947,0.96714760652917,0.9537968494068084,2.0,0.3432525746411232,1.9397339524319488,1.5720245528906531,0.6025604433819503,0.5965903790416222,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9457736149438184,0.5107703791900304,0.2089350298090538,0.972508940537364,0.9606199398769052,1.0,-0.0874877997182088,2.208709138555037,1.769824294135855,0.2951867617116769,0.2951762181981451,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9358401583247504,0.5645930102378365,0.2257170025115899,0.9673883311288456,0.9607501425449678,0.0,-0.4481276604179707,1.9876922715839995,1.6084122049974874,0.4322721182791355,0.3418644534193851,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9429089029553585,0.527323603431678,0.214660738482106,0.9710349738888672,0.9587417977969084,4.0,-0.3252995178311573,2.420268364416454,1.9897322203898475,0.1161582283766611,0.098299766510653,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9441554207816952,0.5115782593301287,0.2107379627994814,0.9716766120283132,0.9570281647456348,3.0,0.1837833924871524,1.96417856227104,1.5711879083097762,0.4637765380342121,0.4615122158839504,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9454741369666582,0.5071442165946667,0.1980495260295344,0.972354958751887,0.956141114911046,2.0,-0.0961131661095235,2.2197264089586057,1.811463164687945,0.2319040905278516,0.216999460062509,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9369747450826056,0.4993055074346152,0.1964693936442507,0.9679745733448272,0.9452942549755098,0.0,0.0025489438923207,2.066267914969233,1.683951356350199,0.3363470449831115,0.3381223496198427,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9376341034743552,0.5471916266665844,0.2332066694726247,0.9683151014391346,0.9604247813560232,4.0,-0.0835246682909871,2.048440068666644,1.6372407747739195,0.2761960977348094,0.2591904088705947,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9409366322852128,0.5267804007582798,0.218718685836071,0.9700188950804992,0.9575088095526492,3.0,0.0278129186502916,2.1627449533427656,1.7336453879559106,0.3823210054300987,0.3896534176817757,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9425842287910636,0.5249375985802992,0.2114374276939345,0.9708677824651776,0.9578562337459686,1.0,0.1567889221034614,1.902495248709395,1.5046619378357522,0.4779696533870705,0.4780612397997367,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9391482734759024,0.5429511581669896,0.2337665016838183,0.9690966373960764,0.9618859685135738,0.0,0.0590369424022358,1.93308397677784,1.5224892477412322,0.3512167650355697,0.3213345504157601,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9404350167674403,0.5336777597379372,0.2197798204269633,0.969760309199864,0.9584040409214843,1.0,0.1516328993284114,1.968050046107343,1.5890789205712703,0.439613941414896,0.4281188114400418,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9503552268155164,0.4896229701272697,0.1889059915778716,0.9748616623367212,0.960850760691566,2.0,0.0558864221778279,2.0353176156618,1.6676044968557089,0.3485563013021081,0.3117125921143414,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9410285701271895,0.5253569752487451,0.2225278297476993,0.9700662980251766,0.958925103701084,3.0,0.2237992783630964,1.921011373068478,1.520941955442306,0.4877071798812991,0.4907280755826214,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9381392155466008,0.5552307109637579,0.2217947734425852,0.9685758933585168,0.9597510779778546,4.0,-0.5461368015905648,2.1180070762497096,1.7338116578421188,0.3558085702644274,0.2762928526399612,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9494017560565235,0.4962250394748922,0.1895760367006266,0.9743725052199268,0.9608535203039164,4.0,-0.0971473518675947,2.1833441544804137,1.7638167004766612,0.2302561735132196,0.2144686323042852,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9381126614332028,0.5573099015226819,0.2215793444112879,0.968562175106812,0.960064208111978,0.0,-0.7457420741669036,2.239846205044582,1.7893159745108516,0.3604620149079226,0.3012671796599896,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9414381838803736,0.5356421994171038,0.2226764729131338,0.9702773837384158,0.961393397374283,1.0,-0.0684182561414947,2.068038013772771,1.6875501128382389,0.3174520171661162,0.3152241640573867,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9415411347796994,0.5318146829784403,0.2189070707154914,0.970330436636778,0.9613249499292504,2.0,0.0760127101091874,1.938641667604563,1.4892340410257554,0.416633653479899,0.3917423753699653,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9415193949003484,0.5303099985795378,0.2099480816741118,0.9703192352374276,0.95851662718428,3.0,-0.427584543892723,2.4880233608299025,1.9327611339490185,0.2233954867064324,0.2302185897542909,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.938026226787778,0.5500246989270622,0.2329873108327573,0.968517550974774,0.961606617912932,1.0,-0.2029904155195854,2.0407583728153296,1.5860502320201657,0.2962983022108686,0.2282397386932919,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9370784382997088,0.5006090033885456,0.2009559646646498,0.9680281327384852,0.9445204271039984,0.0,-0.320174431395138,2.391265320116057,1.9837080557572555,0.1987982165844491,0.1595295718291225,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.944889264808495,0.5139916137250439,0.1939883642018497,0.9720541656502768,0.9567210345695212,4.0,-0.2021932199504104,2.2929270061018743,1.9332427553750653,0.2110257184605428,0.1929376389160247,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9363727654887606,0.5275944455447189,0.2072055718693428,0.9676635710647464,0.9509739258179102,2.0,0.143173973124253,2.019868025601457,1.6571809734951184,0.4158828238886877,0.3684252009958075,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9443715611991704,0.5111534244942514,0.202392856054184,0.9717878319266332,0.9589144040133784,3.0,0.1963247292596927,1.9781222684377413,1.5252737330794697,0.4750998886209817,0.4859347013800051,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.938256292096903,0.5496066447056297,0.2260684526748832,0.9686363205828517,0.9606472181008756,0.0,0.1409940921387401,1.8763002606915664,1.5238984870890728,0.4272068137391247,0.3907573860416442,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9355445679366924,0.5535752504794729,0.2390262553091742,0.9672355444662296,0.961692279349933,1.0,-0.3947774460364928,2.087208138442972,1.6546236745885068,0.1758924651100502,0.1273773257126353,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9422670437146032,0.5241364782918645,0.2230846233148073,0.9707044209762394,0.9605988297326566,4.0,0.0472250637245648,2.0831081628414627,1.7105566749691592,0.3652445979829111,0.3341011911554877,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.936117983362804,0.5379640281252678,0.2290240030353554,0.9675319397236724,0.9570212383682996,3.0,0.0641703111968574,2.254830783712215,1.823537160234881,0.4944126974953842,0.552239918177159,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9345317056944809,0.5482904756426403,0.2195327547030894,0.9667118428926756,0.9569326937887734,2.0,0.4164934767826309,1.7386461193446936,1.3436187303578744,0.6680156732231006,0.6562720276337602,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9456212066063396,0.5107424353630612,0.197378022758903,0.972430578873795,0.9567875032937784,0.0,-0.167805096325142,2.2501723145993093,1.966825534744113,0.2939219163711225,0.3034424282219278,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9435475030611332,0.5216495684788991,0.2057170605470751,0.9713637458246024,0.9608966198016308,4.0,0.038855228124354,1.9805671540045715,1.584778812477242,0.4211204644467405,0.3960693098927729,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.939574452155543,0.5202660165539646,0.2108576183850174,0.969316502050903,0.957047852955518,3.0,0.2838479658103318,1.9185837694589607,1.553188602727227,0.5450026083912438,0.5409748676212573,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9426243695235856,0.5289926421728759,0.2031195091822159,0.9708884552149728,0.9577136913029868,2.0,-0.8230679545661777,2.460711132759413,2.1738250128442216,0.2479079900976779,0.1849154725197208,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.944374070557158,0.4951979422543993,0.1928630514691862,0.9717891197713152,0.9525617827203346,1.0,-0.1338168644426913,2.159026368951663,1.7795347697930792,0.179110116001119,0.1552547697689317,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9363996481130216,0.5271878202636683,0.2067830199354569,0.9676774692163976,0.9495750988020036,0.0,-0.1655234264383172,2.3736977962449863,1.945696648163969,0.2422306784480502,0.2448688038746242,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9408353825440954,0.5380809078625489,0.2256508047487969,0.9699667073707046,0.960665975112978,4.0,-0.0918747319181914,2.0847382186340044,1.6454580057086932,0.2897148541111676,0.2875903552808995,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9394486655309704,0.5458083264321154,0.2207900967998415,0.969251612137273,0.961574377028774,1.0,-0.2121486171637052,2.175470902718955,1.750125648644888,0.2258325610586428,0.1671938379511186,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.942080930172788,0.5145653975085386,0.2139946724401488,0.9706085507812218,0.957173598988658,2.0,0.0974748926299213,2.130824049457006,1.75617308553757,0.4086890926070147,0.4177905150790426,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9389020646617448,0.5114409327939906,0.2085152439787686,0.9689696078376056,0.9516406142089524,3.0,-0.0104219517471038,2.245256990000835,1.822869467795623,0.3451459133378052,0.338091494944839,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9427525856898628,0.5135662650978257,0.2186007459346384,0.9709547291696338,0.9567427213115378,4.0,0.1917936429947463,1.9920428853780312,1.594062661978304,0.4781807888294872,0.4675994286449074,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.945025144117584,0.5076236592097508,0.2030737634173444,0.9721246578085836,0.9557955571562868,3.0,0.1081949018138084,2.017766815840951,1.6461124770829212,0.4149820849930883,0.4032434119714764,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9386671528451808,0.5449159667198636,0.2305584074188102,0.9688484165149788,0.9584817603807568,2.0,-0.1254675038672474,2.2277075844852763,1.7776768981848805,0.301204591087727,0.3008167401033522,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.945107672688512,0.508666551538278,0.2057806332895376,0.9721666028074606,0.957857421675422,1.0,-0.0176899387559548,2.193311099740622,1.807484741392697,0.2573709920968361,0.1984035612671707,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9397401887661838,0.51290051480542,0.206792845871308,0.969402349331408,0.9503053394655536,0.0,-0.1679664135103977,2.281012614645887,1.899402963060483,0.170108799004256,0.1666451430745178,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9200616072829894,0.6201358839297728,0.2890939457984398,0.9591984309715652,0.9492390257202112,3.0,-0.0994135811316683,2.211076933940302,1.7940347317766212,0.296471348929254,0.2894039353921197,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9211675685866616,0.6221520023671113,0.2835067156293755,0.9597747588513988,0.9499066859017706,2.0,-0.0988516104439272,2.1866595259019834,1.7633961999038132,0.2000450974984868,0.198335099482435,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9151783046047424,0.652590686365981,0.3036826264432081,0.9566495307770672,0.9498595946884568,1.0,-0.1676640471326764,2.121595778782078,1.7306225695667656,0.2124636195800302,0.1779076456300747,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9124770250997972,0.6364917443585416,0.2914308928121235,0.9552366487093767,0.9460872523330456,4.0,0.048045416200211,2.16645433083894,1.7737139368214736,0.4428229933682595,0.4012060687675395,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9210015878135556,0.6286593505074399,0.2739635079107798,0.9596882891395542,0.952551088054822,0.0,-1.1406286942667094,2.47924881406634,1.958787887288808,0.0236028249040704,0.0101640603938199,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9255854832587064,0.5991537958884433,0.2574977142300187,0.9620735458327528,0.9484570592627476,3.0,-0.0527787860171466,2.110071917414913,1.777733303016087,0.2752393699136362,0.2253537684837674,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9175238499968504,0.6215382608187574,0.2860998497205793,0.9578746633302888,0.9459007076676152,4.0,-0.0835516255277502,2.270602907260676,1.8711869616019992,0.2965171167014696,0.2664277430482094,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9278109210749816,0.5907474781957275,0.252484405374529,0.963229440544108,0.948881108726424,2.0,-0.0964514167488295,2.138943117533969,1.8136550073289768,0.2308923603465911,0.2386620073826444,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.905851433106702,0.6753524126833507,0.3192056540150442,0.9517622918324692,0.9464378097569928,1.0,-0.3566412241515184,2.164407287066217,1.724206452858261,0.2235358739251814,0.2340482852658588,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9273055179737189,0.5916840124369271,0.2474230828132824,0.9629670527169336,0.9486093474360524,0.0,-0.5032925483763595,2.492767715639797,2.049121692502905,-0.0157320739902884,0.0423222454852887,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9245145873730164,0.6157158952763001,0.2678256423215573,0.9615168337781204,0.9517959807650792,1.0,-0.5186654210621455,2.331515118993925,1.950003108532973,-0.0729881727451126,-0.1006913495909596,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.921919362508328,0.6042319301072389,0.2691888549561225,0.9601663392874992,0.944954173218542,0.0,0.0178059115292977,2.058374561281781,1.6625805428969822,0.322272395752974,0.3254284870893729,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9200800459882632,0.6325808656721117,0.2748331298028247,0.959208049062468,0.9531058257848554,3.0,-0.370918256265953,1.9664621284882065,1.600508236264713,0.0654786786287827,0.0460840764267697,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9163024217970872,0.6366688707233736,0.2948596568045465,0.957236891955195,0.9481544313778804,2.0,-0.1283063264942618,2.204630560930261,1.8015789531961703,0.2923473034957571,0.2976966000288724,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.919735034029421,0.6272176719206375,0.2923174670755931,0.9590281833956942,0.9506345791373654,4.0,-0.1120592479042479,2.179316584033891,1.7822261941405366,0.2855205129197836,0.2732508614354051,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9183212316854088,0.6286818326566372,0.2922453022780242,0.9582907995647564,0.950307606279596,4.0,-0.2311712820478106,2.105737801175582,1.685059246252609,0.146387771106931,0.1560190142030163,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9047256249712414,0.627817408854092,0.2892102020844976,0.9511706750981854,0.9361710528008872,1.0,-0.0509212267576941,2.310441428111943,1.909661684944731,0.2729310355735451,0.2762356223447704,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9099663916087872,0.6283670181873869,0.289184461238641,0.953921598551142,0.9426928917289564,0.0,0.0514877463071614,2.252263184963264,1.7940677337967217,0.4186562635191084,0.4210017392386634,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9280404555446352,0.5935220387637085,0.2551714685488044,0.9633485776345608,0.9510482662202642,3.0,-0.1904013324603883,2.2394283231152188,1.8047555349966669,0.1721422818409614,0.1788541550083893,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9223664181004424,0.6057691038436294,0.2720987467035921,0.9603991066299592,0.9474203349738692,2.0,0.0196575872487928,2.1478948947483234,1.7582912109408972,0.3192889249725957,0.3252896326200385,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9182389463563296,0.621389078087306,0.2844525208952763,0.958247861630964,0.9463289929734462,3.0,-0.2927134166263421,2.467660475525099,2.017247122005526,0.0921645677219109,0.0898695133455719,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9193185899891716,0.6144549686224207,0.2802311644570341,0.958811044130524,0.9471618104858982,4.0,-0.1939350673484818,2.396686867740153,1.9611555101371696,0.1661329367114403,0.171148003191604,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9224523267672398,0.6257841068150288,0.2717372084029777,0.9604438281011412,0.9524320653874288,2.0,-0.1718663081174325,2.0448107058736094,1.621076251539487,0.2054011036331,0.1666832007906794,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9064687058252158,0.6345227887558693,0.2975875210744538,0.952086515853828,0.9406631972008164,1.0,0.1580495236292182,2.17161699112825,1.7662392630221662,0.4992462676218946,0.5200269695217269,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9183054896326988,0.6386293649857009,0.2844369160729884,0.9582825870385688,0.9503671206041502,0.0,-0.4674933383942754,2.339581374711581,1.869783512251464,0.1614308123888028,0.1696903891540111,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9141867703404442,0.6394095746200453,0.2993552634779263,0.956131158375358,0.9466556501082248,3.0,-0.1315321261835318,2.294650483614815,1.848574922110803,0.2720437046770998,0.2612464102704115,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9226281469892544,0.623101484017618,0.2727612596490558,0.9605353502924424,0.9528641766742574,0.0,-0.468199337484019,2.313677395957905,1.903728570831864,0.111322299774089,0.0871481142117121,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9173221285856076,0.6331845792059102,0.2995928977490987,0.9577693695608518,0.9523084602479488,4.0,-0.4118030121968341,2.1979117079000217,1.821516894422888,0.0946462727778558,0.0455742182129644,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.911264406790622,0.6508050725151929,0.3175371045045081,0.9546017123104522,0.9487260090771564,2.0,-0.306925949123944,2.167346197287451,1.7956485700511229,0.1597672141330634,0.117831200842925,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9098417853678652,0.6582760462891101,0.3091615480355054,0.9538562941555804,0.9468551891649432,1.0,-0.0282507683455457,2.0817648070230628,1.6106072028247411,0.3019454117918479,0.2491947695699114,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9148586218186944,0.6394254512327546,0.2974245996496961,0.9564824340693192,0.9475230120965944,1.0,-0.1470490084024618,2.162742714244552,1.7569040889060623,0.2341792883583434,0.2745197435452683,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9204795544698045,0.6244974794229836,0.286194923189645,0.959416272572614,0.9508756683070204,0.0,-0.2286699319029723,2.261036353451715,1.8486828412860632,0.2278451984335185,0.2141910463927505,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9061298306397748,0.6472981654405351,0.3057540820813477,0.9519085351036632,0.9442699000175704,3.0,0.2292891521386961,2.027441755658987,1.6338469868697525,0.5222973639559187,0.4783044422494574,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.919036319750256,0.6116641191126917,0.2766628129827815,0.9586638346528252,0.944780350507236,4.0,-0.1247609994935126,2.288207350650741,1.880192737598336,0.2283501167787475,0.2040746733381019,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9216840337452558,0.6058544900851099,0.2827674716211556,0.9600437784084324,0.949471462885619,2.0,-0.0805863689620671,2.28822053455494,1.884327331413968,0.239990938831459,0.2500000128762616,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9139886467623316,0.6447540060034208,0.3008635222928232,0.9560275449603745,0.950764726511242,3.0,-0.2596549078527017,1.9946100686605923,1.62424686109352,0.2035819663933954,0.1074402368374932,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9182167225090602,0.6340577302830215,0.2877239492122586,0.9582362660689336,0.949243659630314,0.0,-0.4019786497556907,2.347787311690706,1.87199385021437,0.1703362658842128,0.1833246977046815,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9259383496451828,0.5935460769554356,0.2570551896334713,0.9622569164755232,0.9493388742496528,1.0,-0.2841499492606496,2.3975419613992828,2.004287438544425,0.1858629345440491,0.1622245089153258,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9169061613577234,0.6332161373742109,0.298225908365706,0.9575521811986224,0.9472669571391096,2.0,-0.0858359724236403,2.2089388065695896,1.812202448231521,0.2767556917313239,0.2623669914841701,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9243954557287803,0.5862142486628147,0.2607275056382944,0.9614548779968646,0.942990164283918,4.0,-0.0538926069750347,2.150259902853972,1.764599155295979,0.2478733409859705,0.2428144025228654,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9055287683053924,0.6353660974483694,0.2922468250860813,0.9515927765088986,0.9386119611088162,1.0,0.1076780276403045,2.137774790065708,1.7042008514252012,0.445831256594705,0.4269706369361266,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9206852011438778,0.6290843345000896,0.2778155630624664,0.959523474397283,0.9537629840321156,2.0,-0.3094448695476568,1.888765902560959,1.5328269458598018,0.0610876975183956,0.06385981014189,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9210378583093743,0.6143855008747974,0.2809063058497288,0.9597072037159092,0.950461094085882,0.0,0.038728837563034,2.046541946433247,1.6250716798300768,0.3716193847723688,0.3613827162258931,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9214194447561276,0.6281993108462643,0.2729878230702423,0.959905971862675,0.9521926976451724,3.0,-0.1937796514398764,2.106349330991059,1.694492488962116,0.2228916550312708,0.1576915737487688,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.910708787804806,0.6025643169202742,0.2730589664115251,0.9543106840587792,0.9356865552518584,4.0,-0.1217875973269972,2.216866655124348,1.806923781751816,0.36006477717091,0.3429857932777757,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6519811356925637,1.2990081407292149,0.8992154151295298,0.8074534986889421,0.8022349896487765,0.0,-0.341002495934664,1.919934600112425,1.3825576036190734,0.2445592252756338,0.263288433355613,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6357019882432369,1.3409197517077691,0.9564700678939724,0.7973092271119194,0.7898434216106166,3.0,-0.5676839570788446,2.234888366227483,1.6856107402950058,0.2989235701875682,0.2945749316079732,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6936051030898436,1.228133348314033,0.8357551520423327,0.832829585928955,0.8318866910790551,1.0,-1.0591265421874678,2.772823296960513,2.147382855371013,0.1957418782574955,0.2273670239924349,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7409697650076961,1.1096893439054931,0.7308915277012957,0.8607960169118336,0.8433017342279515,2.0,-0.2018157745469018,2.336595642470689,1.8548799769851383,0.2603658573402407,0.2627242274463576,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6724137350296595,1.2691322743427496,0.8601851252217121,0.8200083851017742,0.8193695695909077,4.0,0.0983529386608733,1.9020649274833088,1.4657805388153102,0.4589848120379612,0.4456550652752867,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6730026231982249,1.2408574648683466,0.839293961097395,0.8203673831683853,0.8099565699977354,1.0,-0.7880400496953617,2.89012526768002,2.3846889256676107,-0.0178369817987672,-0.0269903545808438,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7047841638001191,1.1765113925808826,0.7855418127734418,0.8395142534139841,0.8264564112806151,4.0,-0.4536263106136462,2.6022632778544086,1.9949194483797488,0.3045822225065311,0.2926932023148342,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6252125687016049,1.2857321864003226,0.8934937015683603,0.7907038584062702,0.7669899559468872,3.0,-0.116594800115142,2.303344911181727,1.927407434203736,0.2852234165042506,0.3181776060242325,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.64706096600033,1.300138784969599,0.9070363774059284,0.8044010141650559,0.787413168683314,2.0,-0.180691717740425,2.2718801977336383,1.8707199536271204,0.2330046190007879,0.2326742810876035,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7045614507938776,1.1741408551065446,0.7803623301504404,0.8393815962857074,0.83122112948673,0.0,-0.1055135485077662,2.303265822902336,1.8640017227720325,0.2662140887346917,0.2315284279451833,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6856628154341616,1.2368925022367516,0.8323755479715437,0.8280476113239805,0.825513792296613,4.0,-0.3739265203327861,2.2219214742717703,1.8359865445229384,0.2915520133332117,0.2676863020468223,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6598936293335205,1.280516351281182,0.8813654152005228,0.8123383797396668,0.8067201803349849,3.0,-0.108071822620674,2.0850141555642363,1.629296289727577,0.3773037770200564,0.3190321353591267,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6954630711573485,1.2074600823803343,0.8113876494492653,0.8339443512372128,0.8262107394308115,2.0,-0.4465782307611705,2.574593211938031,2.0798031383072657,0.1132048461908861,0.1340598445484134,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6287154709656987,1.360446665709791,0.9653275044577856,0.7929158217857574,0.785484927284978,1.0,-0.2178997828318183,2.087802164250903,1.6747033120771735,0.3743554956743943,0.3199965440140258,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7103784886870903,1.1956536158702764,0.8044639116947527,0.8428395542715296,0.8396734799121205,0.0,-0.5914355838308303,2.596671305231226,2.0217650077034373,0.1755102557346783,0.1874239638497225,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6914012503287252,1.206404156601337,0.8066481426508431,0.8315054210236738,0.822109348830215,1.0,-0.5479425883608224,2.694087352853671,2.09858815125945,0.2088385740330789,0.2264247262296685,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6206425476559336,1.2544703171635738,0.8580485201621326,0.7878087106552707,0.7727010751704099,2.0,4.2104184102886855e-05,2.273653073548492,1.8018079006640035,0.4084192815850457,0.3938630260719442,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.621881276462539,1.3423611072469448,0.947866855492438,0.7885945055822717,0.7836016685918131,3.0,0.0680094125894008,2.0311368553690725,1.62511248893708,0.502458434880463,0.4748909971254458,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.676954895810546,1.2680650453772393,0.8772271389937748,0.8227726960467425,0.812822297942372,0.0,-0.7743996328780438,2.6056552092007217,2.113912569564852,0.2612107361492656,0.2252395642535665,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6706793141221594,1.2202198364897918,0.8263255650586473,0.818950141927967,0.805286002058545,4.0,0.1436965294070777,2.0989625678548247,1.6498954352059474,0.4626475383349976,0.4563671840327967,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6631220803010052,1.2702464874913235,0.8767379048852577,0.8143230930498496,0.8076941353176385,0.0,0.0593313722403385,1.9253496036925013,1.3953876780474468,0.4181847657478266,0.4317690036228112,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6650511274561743,1.242792478772042,0.847410854709007,0.8155066954923935,0.8091090379735112,2.0,0.1857849434642982,2.0294953895329417,1.5841931809500884,0.5100032683524982,0.5252335764743628,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6707389763003486,1.2138245564577106,0.810845396475395,0.8189865715582341,0.8133516538282949,3.0,0.094833800706918,2.1481865056912377,1.6114979767455362,0.4721379570393808,0.4727075025186026,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.621489606635242,1.2705699565416446,0.8818227644393377,0.7883461356488213,0.7620344147193474,4.0,-0.5309688693479198,2.7031237116376263,2.295822029370148,0.0969021807955757,0.0524721983367638,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6631801072962138,1.2650946228088202,0.8714580810266864,0.8143587187357071,0.8096331646595164,1.0,0.0768765321829845,2.05027638866752,1.560286574043663,0.4116426079457148,0.4142975372868057,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.64428461557664,1.3062193245521798,0.9085637550718986,0.8026734533792184,0.7939235959576614,3.0,-0.096817769323428,2.1580037527023697,1.6718111176090742,0.3239299109606279,0.352820093131346,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6960230673478386,1.189427538967215,0.8016993112140908,0.8342799947621713,0.8229155289800645,2.0,-0.0878653712998678,2.2896136949826804,1.804807636128361,0.3217191508393896,0.2959725154540754,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6695295072723069,1.2436484944613004,0.8465469536329175,0.8182478981250924,0.8098068727214891,4.0,0.2299484307438212,1.9352414048859927,1.4936476887839685,0.538067658522432,0.5255021514840681,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6773150851294069,1.2535852675508692,0.8559759489108507,0.8229915613201637,0.8182892298905481,1.0,-0.0564088550446471,1.999252360841301,1.5534233171859864,0.3487249723988136,0.3592416959021709,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6466442186064928,1.303781339735275,0.9108924972701072,0.8041419801854999,0.7866176375791498,0.0,-0.2766200587588285,2.3482114259526923,1.961173071127127,0.1680543608043639,0.1506108739640554,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6252972690839256,1.229096551787901,0.8381374250712254,0.7907574155233833,0.7754057997818166,3.0,-0.2778123436166089,2.387907553093815,1.948331858643964,0.256374349046146,0.2537492191954559,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6795666829000586,1.2433754929849146,0.8346551965585989,0.8243583568762286,0.8196148031657285,1.0,-0.0512063939441322,2.135137740343857,1.6461360068837116,0.3404326548100685,0.3501894997413122,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6534120970799804,1.3150237838363266,0.9175834512006702,0.8083391061085763,0.803938819148514,2.0,-0.3016889076220903,2.268414883974592,1.853194401658276,0.3239597553970217,0.287821402533493,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6599659915912599,1.2763087691924686,0.8731887573526955,0.8123829200459046,0.8102014907054578,0.0,0.1487081930541827,1.952028046929459,1.504604284624626,0.5036272264304522,0.4872598061788512,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6397280598485511,1.3108519459206327,0.9147751732825844,0.7998300274635964,0.7925089405248453,4.0,-0.2177898083607767,2.3510334019058337,1.828598208577616,0.3641235738823487,0.3792962266898665,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6538211571623436,1.3183702367884491,0.925393763817866,0.8085920961422537,0.8020058129842854,1.0,-0.9904436368064458,2.536417544847855,1.9783620436585208,0.2673122855271124,0.2689053498542272,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6370851181369435,1.3151072385571692,0.9162877281463774,0.798176129819556,0.7926576899989307,2.0,-0.5713011478332777,2.116238944236363,1.6994366037954567,0.2878863367396734,0.2203037364656365,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6010485280166034,1.2848881185169447,0.8846316179867829,0.7752732104447311,0.767711869349593,3.0,-0.0143088298190676,2.084320643590741,1.7186007056026742,0.29077730544706,0.2908674406770386,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7191158318343716,1.1677748349291022,0.7772015920119818,0.8480069864701362,0.838448143624757,4.0,-0.1901721142501065,2.290319728964786,1.7887362372489477,0.3421553766697637,0.3287076479167448,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6718054885342148,1.262679302721256,0.8638620453386832,0.8196374216883737,0.815904938843623,0.0,0.0029287972369993,2.066865233347591,1.629092337236632,0.3846794736676506,0.3594375599818005,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6608743271006472,1.2755708009104594,0.8811141474165785,0.8129417922869839,0.8075205661481903,4.0,-0.0981845564947203,2.1428522165919683,1.6870417165921752,0.3725361008920904,0.3234816397188699,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6847633265719215,1.2087725531451596,0.8142293747965244,0.8275043772884676,0.8143322673463546,1.0,-0.2288070215728517,2.3883474041797346,1.8897732041692343,0.2285626437536907,0.203006993493579,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6299953226952031,1.3368324322993488,0.9467021359709442,0.7937224754559944,0.7798242196159482,3.0,-0.6802571362063583,2.67374861184398,2.2173969838296648,0.2021590290538241,0.1763181538957389,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6511713216525233,1.316605192137674,0.9307537616990368,0.8069519354739,0.7995408113772576,2.0,-0.6598389318339817,2.432489192480469,1.886702531352341,0.2164991195184915,0.2021450165380458,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6580520649723194,1.2655875281125488,0.8670978257296209,0.8112040939933622,0.7982775839550044,0.0,-0.0510254885101197,2.194282154423865,1.8021724758247464,0.2810063350133802,0.2563424301857065,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4762554357392076,1.481531629776942,1.0974590806512,0.6901126389990904,0.681050315169503,3.0,-0.3541922404710869,2.4612300645863607,1.972471409853557,0.1925649460019135,0.1918954645001735,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5528431724350872,1.4760572783910135,1.0944775797780326,0.743534251389149,0.7428144132935218,1.0,-0.4457664400083068,2.152920264570025,1.6669576345866466,0.1797473124711689,0.1824830246442765,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.4787828796778868,1.441231983373993,1.0591207129173457,0.6919413955002843,0.6790163570107575,2.0,-0.4578713514806545,2.4951721240532825,2.0639725042369346,0.164763412781396,0.1553975213823197,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.555728456743624,1.485180528704685,1.098453935419335,0.7454719754049055,0.744142600282228,0.0,-0.5909266036502607,2.456052391907226,2.018600775986383,0.1057535027769633,0.0040869480776006,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5649853859449069,1.4382330326397,1.0602534281224072,0.7516551041888458,0.7388829371911945,4.0,-0.216834020678672,2.311842783473244,1.8346879994791456,0.1912597095918403,0.2169903135618787,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4741353511523754,1.473640714704067,1.093012065008714,0.6885748792774466,0.6847273566508056,4.0,0.0962285906125698,2.104730540931808,1.7030911613397923,0.3978854607152596,0.400290155812798,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5729324238356659,1.4438584647668968,1.0734447208342794,0.756923004078401,0.7545673497766026,3.0,-0.7780511948372162,2.659322632612055,1.9919885016178336,0.1803940618778743,0.2156836359797031,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5029780213373563,1.4807314893466694,1.102180154710364,0.7092094436784124,0.7120494598747481,2.0,-0.0312636583818763,2.370725196837796,1.8627671494933231,0.3566640521598455,0.3736631592425681,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4902519225850898,1.4953011416421582,1.1211198098916455,0.7001799383288911,0.7007418887029823,0.0,0.3365515133482417,1.949764148230016,1.544402423123784,0.585758204679673,0.5880081023525627,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4820781345928008,1.4624167137647468,1.0860270933178626,0.6943184824072802,0.6916599577541757,1.0,-0.0541964437951099,2.205641963908965,1.7933632500604026,0.3359215433243384,0.32851717993125,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5386363752022019,1.46768419913763,1.0776997425090649,0.7339185179642845,0.7151011414268065,3.0,-0.38672132990227,2.476266520276448,2.111017902423868,0.0592675828640016,0.0358668427523457,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.558307894830389,1.4936525596989378,1.1064962716757143,0.7472000536399543,0.7483298002785342,0.0,-0.6264260183959525,2.3827858410091785,1.9372691874410035,0.0180231487240939,-0.0282909009363466,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5076871702031471,1.470442335791643,1.0790463502380203,0.7125217163433638,0.7114230703392966,1.0,0.1848994520278322,2.0808966080323974,1.6609512247758926,0.4812538501616839,0.4507357651667356,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5278394616133664,1.503561961946429,1.1167891335974296,0.7265256157053883,0.7187787966733311,2.0,-0.1630954592664877,2.2594960838278544,1.9511449394414864,0.1783251276366058,0.0818228046904674,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5982011846185337,1.3910624231651234,1.0072440412614263,0.7734346857023,0.773316950849932,4.0,-0.2818737934968223,2.27181685420286,1.8056153829453487,0.2181042093147398,0.2397011556194354,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5615853247951936,1.486853960696135,1.1013146391723891,0.7493899747599578,0.7494254306099591,0.0,-0.588984028960543,2.3804850821559835,1.976738165066872,0.0587528431549571,-0.013289451381486,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.4904946316149056,1.434163443272386,1.0527095300473934,0.7003532317536743,0.6882923396120043,1.0,-0.8104891343967962,2.899507087630432,2.367822248738966,0.2012618366215037,0.120941534330149,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5025641682727345,1.4832048220289435,1.0999721043028083,0.7089176138406492,0.716137195609072,3.0,0.1342274083065753,2.14404141447475,1.7330802817971107,0.4591956816380275,0.4465984540059293,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5125632835934372,1.446752259877604,1.061345585171732,0.7159352613242096,0.7148677790204293,4.0,-0.4123290698088258,2.658070137937313,2.094394028868357,0.2804632919277152,0.2751378431681865,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5568178124523133,1.4827481800566105,1.0946382334530893,0.7462022661497976,0.7430732009289276,2.0,-1.0627249877254237,2.822890713832812,2.350757625725661,-0.0171503320497025,-0.0472122690813665,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5351389831566051,1.4900590076275473,1.1042627424827711,0.7315319485635692,0.7233304277316763,2.0,-0.3389823014380013,2.4313427354701216,2.065003783961935,0.1196937793589714,0.0324489400976559,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5294185493891898,1.482895016755028,1.1122059656818195,0.7276115425691501,0.7189704818428435,3.0,0.1457601838716569,2.0559438084781534,1.5295880420176249,0.4659054339008067,0.4983456736588569,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5628984815229384,1.429538791701283,1.0545847772668289,0.7502656222151185,0.734138727788172,4.0,-0.060186145012087,2.251823051711252,1.7092218838627518,0.4115674000085665,0.4216447041948771,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.527685734041152,1.505077630508072,1.131278228431895,0.7264198144411614,0.7211290950827656,1.0,-0.633200257126953,2.2456239376040066,1.8191442831075515,0.0484905373799835,0.0801913728473642,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5524326054103303,1.45047324932947,1.0746861368309508,0.7432581088653571,0.7327299153077511,0.0,0.0975753239862716,2.0638708080081045,1.6009103734008563,0.4160822247672055,0.4379050788044089,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5374396737562772,1.505594593130722,1.1246857779216015,0.7331027810471208,0.7267129396963978,4.0,-0.2709687414594954,2.1650286758556723,1.7342302211882543,0.0820974283024527,0.0744587877031791,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5466051861503345,1.4552244095107023,1.081755966806328,0.7393275298367057,0.728473882358178,3.0,-0.0185303248298269,2.227126222649084,1.7109701853857635,0.3539945319180562,0.3811069057598384,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.492606667363298,1.4606416886574705,1.0863072390049135,0.7018594489570988,0.6988077941125584,2.0,0.0877273754828017,2.1302447463138408,1.641221294385305,0.4866550907590607,0.4736977158130708,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5092887767795595,1.482010777068964,1.0962085008373226,0.7136447240739228,0.700947714681564,1.0,-0.0141050068246031,2.1186843973146856,1.648114488003081,0.3728662771983813,0.3818723443180314,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.525508517443485,1.5098781239949852,1.1351108472750258,0.724919675535641,0.7214326359478388,0.0,-0.6270236179298574,2.4605510839776814,1.930156083389368,0.2819966443629474,0.2882560624009373,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.535472149554175,1.4746989460343891,1.0992798583779666,0.7317596307526195,0.7222320398354065,0.0,-0.3054344321648645,2.4427986208088144,1.923149633401369,0.1429332068415992,0.1876679268280402,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5797678672250657,1.4267967088822466,1.054409672262268,0.7614248989951775,0.7612483091107352,1.0,-0.121229358819461,2.229230973390412,1.8048328277088512,0.2793279737334988,0.2907316836232227,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.4716081480499015,1.460548164506391,1.0757232837956965,0.6867373316464054,0.6751210727433768,2.0,-0.2419967621956997,2.263643632709586,1.8137985425788512,0.262810311472853,0.3020598450832937,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.549006868932449,1.474908836626236,1.1012622568773154,0.7409499848948999,0.7380966910656063,4.0,-0.2426601557582122,2.162103848737449,1.780601437938622,0.2490901802405818,0.2397957166936577,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5311784083017448,1.4743281471752152,1.0968623187673474,0.7288198788788824,0.7194110759653456,3.0,-0.4883778704697963,2.5613753300235187,2.070617554048178,0.0621834336489104,0.0671480476682804,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5807648225560261,1.435596924056413,1.0587087826649422,0.7620792804789099,0.7611207358532617,2.0,-0.8626890105182845,2.808723461436465,2.131079072522075,0.1678469787067965,0.1937963909285693,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5528979718455045,1.4816267616649803,1.0956736672837986,0.7435711028226618,0.7348965954930314,0.0,-0.4525752138073284,2.4114026498676666,1.950611259515871,0.046083519430283,0.0058814059667345,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5358173851127832,1.4798786093303773,1.1042067481936482,0.7319954888977731,0.7241827712195789,1.0,-0.3580695691233357,2.455426253446841,1.992429808688628,0.1765057936276688,0.1449240141076888,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5213179016117081,1.4414027534233862,1.0584364063285834,0.7220234878826508,0.7203952641344088,3.0,-0.128867320441546,2.359828786266072,1.8795714289637475,0.3557669785456138,0.347675369488813,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.4836804218492563,1.4951318290276725,1.1188835989211816,0.6954713781969561,0.6884289186337329,4.0,-0.189092130715522,2.304636344634249,1.8033993576361247,0.2590697564395071,0.2872786667480328,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.4596414800430035,1.4838599296797066,1.1033343139041898,0.6779686560218143,0.6780454815899905,1.0,-0.0167199592837004,2.148196347184934,1.742320111669876,0.284690256850203,0.2905862021318121,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.536217222140873,1.509557992234819,1.126905126475804,0.7322685659572896,0.72710688064049,0.0,-0.3454430750743742,2.1674342976018,1.7983649507806865,0.0188115787431947,0.0103258735054401,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5274307808966918,1.4794796485406012,1.1093321854503169,0.7262443088297031,0.7192461411454426,2.0,-0.0523621630120596,2.232696617459451,1.7914269827681206,0.2872325018721177,0.2574570003265725,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5543913229835224,1.4571242899808272,1.0808921543768797,0.7445745970851312,0.7440205306436493,3.0,0.0079220151168604,2.137908400821383,1.7099541810036083,0.3413145251623453,0.3510332148455221,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5729419253895565,1.4484211021956277,1.0650838200916537,0.7569292853987981,0.7568131423675016,4.0,-0.6297706572104764,2.275874488188228,1.824305631309786,0.1276240421302727,0.1425589131602725,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9517645435548744,0.474699657383927,0.1801970089294891,0.975584215701763,0.9618696864792892,1.0,0.4568738980294445,1.6291871017009727,1.1869310804105977,0.6921388344736639,0.6910834350930807,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9502629208619257,0.4882094505164406,0.1915722675004634,0.9748143087422289,0.9616793781415836,4.0,0.4465465991300706,1.5720327866937815,1.136578827342556,0.6876299302649751,0.6886775532145255,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9518910222133338,0.4802714908503112,0.1793972936652736,0.9756490344923018,0.9639812771267908,3.0,0.3822211755913174,1.6560933864267853,1.1595736574782067,0.6503843521592163,0.6699690677537297,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9475730835282768,0.4993299154632451,0.1919526770888045,0.9734336663342854,0.9603174901899264,2.0,0.392164513990301,1.6732976341377066,1.2104470372939546,0.65726404332376,0.6664141392470169,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.949084200238311,0.4866641238723627,0.1848493299523218,0.9742095363331178,0.9612485486072,0.0,0.4118658557507055,1.7143965577176103,1.2322692752423403,0.6696224434234266,0.6806092579288848,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.953677373216127,0.4659286699904166,0.1737387852577159,0.976564074648568,0.9627004091144736,1.0,0.3960578049456833,1.7148118330875437,1.2557762068870577,0.6509619190936791,0.6448257889949763,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9504879311165896,0.4833443454355398,0.1818903449792353,0.9749297200561018,0.9626760251216286,0.0,0.4672804371244388,1.5915653253976063,1.1703799823731424,0.7042392415123355,0.7112618884034971,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9537073813867498,0.4664425193035718,0.1835288321431784,0.9765794412440554,0.9645227572366092,2.0,0.3547738924702355,1.7653491688680882,1.245123623477688,0.6287056384448493,0.6334448141760579,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9493385983337996,0.4849263716065474,0.1799325755027533,0.9743400916007878,0.961375102374104,3.0,0.5059812959223484,1.582409253171302,1.1260911020919062,0.7317712248624701,0.7274867528171022,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9519077950380158,0.4806697160082712,0.1811590037556533,0.9756576298902884,0.9615305566978491,4.0,0.4415443854660041,1.5690880906815832,1.1077794123151914,0.6920887133749246,0.6969120931289664,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9495733293684634,0.4894889964125476,0.1869561086819773,0.9744605502014604,0.9614091880829962,4.0,0.4119372950747026,1.6499026357346531,1.1891360531818769,0.6674584137268809,0.67521489369204,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.956282422142418,0.4565436678143725,0.1775953736608014,0.9778969528846944,0.9644965774767827,0.0,0.3824964094451962,1.67767738513654,1.1944401433813938,0.6458557951026103,0.6796415860690269,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9501961315526364,0.489284615801874,0.1868546546884225,0.974780054201535,0.9619061993718072,2.0,0.3970447641954931,1.6299435006954204,1.1624733898900297,0.6667318472450604,0.6830095542281747,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9564790752950556,0.4532111275734489,0.1738876389832798,0.9779975002905616,0.964693379064195,1.0,0.3831216742174606,1.7125775785489057,1.245408270034871,0.6536742855371434,0.671237616396751,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9574750712978214,0.4508916869275083,0.1664549880700628,0.9785065657681156,0.9653620790980586,3.0,0.3361640674311577,1.7276597967839502,1.2554555337003594,0.618259510431197,0.6219555496884603,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9475336224671298,0.4940818057654202,0.1891332585204527,0.9734133975790686,0.9618172097007366,4.0,0.4069718603289943,1.7250536510380077,1.261136998780766,0.6527122040132118,0.6450381737828146,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9587015785623318,0.4444950764997025,0.1657579708856356,0.9791330837716294,0.9643593001640136,3.0,0.3350456054832542,1.7293886129335647,1.275821848041378,0.6340245483799023,0.6339155153556735,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9524390380078596,0.4759140616352779,0.1826893733544932,0.9759298406133664,0.9634230692296044,2.0,0.4351639537365154,1.6091811547257808,1.149687133128562,0.6817434573625145,0.684270435187923,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.950201790910459,0.4871055879503512,0.1812096262143386,0.9747829555440892,0.962638366786886,1.0,0.3934408471896973,1.663058892568101,1.1604495843120215,0.6683147707248929,0.6830133591362936,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.951852811865807,0.4758013118735892,0.1826292190697925,0.9756294552982604,0.9630006428264232,0.0,0.4737589645607183,1.593786343808662,1.1677740578433178,0.6983447315385065,0.7081616350328379,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9537564344627966,0.4659411745878416,0.1783196503478766,0.9766045535739084,0.9644068750260582,1.0,0.4573629250347089,1.6231747732152029,1.122670640894703,0.6963246968695955,0.7096509664723903,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.954042019114601,0.4646151274269392,0.1834779906092674,0.9767507598061372,0.964979388486506,2.0,0.3787728579764076,1.7345027158179316,1.210361081060428,0.6459794416774207,0.6571349809817225,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9472271298890418,0.4984554789845944,0.1949503742684758,0.973255955696774,0.9605701176667478,4.0,0.4108089384049301,1.6807348577799304,1.2034160252641353,0.6699873164300836,0.6689061414792141,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9492611287955484,0.4891523131580272,0.1870168787866097,0.9743003392527754,0.9616502250778248,3.0,0.4796102452433427,1.575876470328673,1.109215873517262,0.7117569310220919,0.7067100127653568,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9508221954402176,0.4802526523440384,0.1808275285004024,0.975101129426354,0.9631562731723728,0.0,0.4088230450363651,1.6937942602962972,1.271559103639014,0.6599693732587945,0.648323735102718,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.953525315960494,0.4662644335330968,0.1843478812738499,0.976486219741306,0.9638162538327552,4.0,0.4649869177237028,1.62226869541415,1.1462025722842832,0.6943299743983464,0.6953896468368654,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9504598925553456,0.4828995908659374,0.1878938689322505,0.9749153445535276,0.9620460396154812,0.0,0.3891723397907209,1.7105086961022813,1.246208369398688,0.6524252393661266,0.6563622258331213,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9493420347701772,0.4884014624582397,0.1893809560815815,0.9743418632215588,0.9624446979407988,1.0,0.4925304007285307,1.560247044260265,1.149902976528709,0.7180158629255948,0.7100312057097763,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9448594049601382,0.5116468667714076,0.198165768275519,0.9720388005178726,0.9603029100974192,2.0,0.4928875489574156,1.5299787998600978,1.121971029465146,0.7154834069519851,0.7098588413046658,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9489270359468228,0.4921737690408962,0.1883412997791082,0.9741288811727808,0.9621462853850494,3.0,0.4842340051423995,1.5455363897554637,1.1281452430644496,0.7068335875022286,0.7082826817230065,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9513484445585688,0.4795187871053046,0.1854589124499973,0.9753709353658736,0.9633447702985534,0.0,0.3648478026095849,1.7315907816540776,1.2877751684914875,0.6389311688219953,0.643993697226314,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.950064478965092,0.4887110509535328,0.1874333082351535,0.974712518918092,0.9621424327647904,1.0,0.3409874080100739,1.7224950114418216,1.2163314613818448,0.6253822417021004,0.6340144540072831,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9515491127698008,0.4769214031798415,0.1861730337672116,0.9754737981291258,0.9628818578591074,2.0,0.4101667779643561,1.6925398228949031,1.1688776267408534,0.6622837431255437,0.6802851032321877,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9476792117961562,0.496073445305519,0.1894063428569053,0.9734881772521002,0.9611389878348232,3.0,0.4447000075424356,1.6353077183553597,1.1867220564804848,0.684384041990233,0.6921804932808387,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.952151575280622,0.4775228803624591,0.1825522396053996,0.9757825549568138,0.9635321593008318,4.0,0.4350769018909016,1.6071516365315692,1.1731833219160963,0.6805459661494462,0.6905114978754038,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.948906468963112,0.4916863105198404,0.1891415667550432,0.9741183134491764,0.9619224791520476,1.0,0.4730972343227592,1.573218371055104,1.1371107021118565,0.7044572861594145,0.6991409391711247,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9500849248740124,0.4852614915648789,0.1835779441450707,0.9747230072967068,0.9617088548198666,3.0,0.3896570464304596,1.7024495517516616,1.2390595281609569,0.6511407418359925,0.6558826862913483,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9536854819045472,0.4708554723998966,0.1837632092337758,0.9765682300228498,0.9634826871685644,2.0,0.3874704114855916,1.657805403818827,1.211017216160243,0.6528624596737634,0.6662809733762606,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9510994005279284,0.4794232927030964,0.185181496705925,0.9752432632224544,0.9613655965094348,4.0,0.5000614422379435,1.5525280803429975,1.103750570381342,0.7208643327363008,0.7329442680627096,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9474295091942734,0.5008214527338721,0.1886941953651755,0.9733599222941958,0.9610399952953206,0.0,0.4969712105812586,1.510638952324758,1.0989450738685729,0.7195094786961393,0.7090039271597243,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9514087452642171,0.4766017706602179,0.1995788988422991,0.9754078168839216,0.9641716188754544,1.0,0.4487660644352307,1.649368405344375,1.1904766219809126,0.6882788154872175,0.6809808148099363,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9540497518333674,0.4638177630003475,0.1818597917553956,0.976756557029514,0.96337316488797,2.0,0.4402968949791955,1.6542394833636112,1.1707329442240515,0.6930445095599747,0.7115120792494014,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.950655885140147,0.4843735386183563,0.1950890182886975,0.9750178819809834,0.9634229053746874,3.0,0.3848904950538931,1.6797820015575695,1.2014604248361214,0.653952452483517,0.6497706744504755,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9482569650260836,0.4952998496057895,0.1993939869120741,0.9737873038561744,0.9617812738345736,0.0,0.457829691076818,1.5912593338340155,1.1485593311807276,0.6915329104029715,0.6894148168289577,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.954261043701884,0.4657256678499983,0.1879595987615268,0.9768667914238344,0.9639329781939212,4.0,0.4354017480925627,1.622435026153354,1.1645026054900909,0.6841991421389911,0.6770260315745885,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9326323425799558,0.5641782951433066,0.2440692357483096,0.9657289262879292,0.9544344078533838,4.0,0.2852639941371458,1.8398027201785576,1.367278533505581,0.5973635544785274,0.6106311767287645,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9328749483881706,0.5602767482739213,0.2404744019572302,0.9658545274886206,0.95464641056708,0.0,0.4222313576636241,1.6875360102070929,1.211409854464362,0.6717840978140843,0.6656668845230126,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9267876236591152,0.5926375321165642,0.2552133804406492,0.9626981057652602,0.9531018173986024,1.0,0.3541454056063505,1.693807026229278,1.2475151161038314,0.6341564203255443,0.6458840040020524,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9327841972985425,0.5661676191216263,0.2476155329216672,0.9658075456470616,0.9556083876432756,2.0,0.3138590716951913,1.7653856064613185,1.287449848130397,0.6256209336939924,0.6503051786310136,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9271379679273016,0.5866072554568492,0.2499256882742805,0.9628800482569242,0.9516238296793756,3.0,0.417839459698555,1.6617806625403824,1.1980553638305038,0.6660765478824869,0.6804035701290926,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9296382104056534,0.5779982983832165,0.2502979115391536,0.9641774881579172,0.9542230110326584,2.0,0.3983594102556352,1.6697896433233086,1.188688964408269,0.661979726945383,0.6727470918223836,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9301922390776616,0.5700107303601649,0.2420318508960346,0.9644647514891692,0.954798368655998,3.0,0.3489813184443394,1.804711800559347,1.308719178631575,0.6314377199496277,0.6446391327855034,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9276057549249336,0.5849555648662136,0.2502221476027133,0.9631229255672552,0.9523050883098008,4.0,0.4326471900710715,1.636993589798312,1.1949156376027676,0.6714267830179408,0.6843736108754224,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.936082794346325,0.5487626893740963,0.2389951941996206,0.9675137267394612,0.9568759346839316,1.0,0.3202776904308713,1.803809167268915,1.296988291667966,0.6133810064175602,0.6169708354997508,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.93172727826526,0.5717333302293904,0.2445231030118091,0.9652602206909372,0.9540262828765224,0.0,0.4249721344123733,1.605640419876953,1.147435283619766,0.6841199791399055,0.693801817283344,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9352819001961196,0.5547741419178646,0.2380264933422124,0.9670997536199192,0.9578634641659506,2.0,0.3601064154792512,1.7138525043360042,1.2321813475393553,0.6429914063170856,0.6398362158690165,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9324979895582848,0.5582222440724096,0.2448862403181131,0.965659366624538,0.9551212326540356,0.0,0.4205727330566798,1.7245582831309172,1.239245312362717,0.6718447590147295,0.6844858304094359,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9304510942184528,0.5729815484615631,0.246576178956329,0.9645989401625588,0.9521971090426984,4.0,0.4057198734747789,1.679559275460356,1.228439123818457,0.6604280874451598,0.6864838277990842,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.929472470409192,0.5798384638347598,0.2581737628349266,0.964091536375186,0.9520812611609264,1.0,0.4111962243575107,1.639085729125333,1.2123935079143475,0.6602672809765778,0.668647598710598,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9295580857500838,0.5747262471818649,0.2522481766525748,0.964135935235283,0.9529360953256087,3.0,0.4643981379303277,1.614868605819232,1.1785271256883516,0.6954889398311441,0.6925471194502333,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9325803476203222,0.5721083869291794,0.2513850146187961,0.9657020066402756,0.954500175666953,2.0,0.2320592711485861,1.795818241105302,1.290584715067456,0.5778792798453126,0.6033015413615099,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.929217247591743,0.5793659127789805,0.253270391869756,0.963959162389779,0.952594487630907,3.0,0.3827371002221805,1.6966717365377748,1.2013964327017277,0.6427871017839248,0.6608416485076513,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.936693326712305,0.546164017712545,0.2346252983513062,0.9678291912687206,0.9569394370372828,1.0,0.3503333285028679,1.7629780639508732,1.2965979710849884,0.6259707421694571,0.6299833756862115,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9301457761505404,0.5794426067182418,0.2484100364813036,0.9644406638391037,0.9525968238892804,0.0,0.3191799508650579,1.7324605282751686,1.2342899585752074,0.6206746238760819,0.652308938924076,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9318512016062004,0.569796273662785,0.2521257757754809,0.9653244125211824,0.9538357619499006,4.0,0.2975726116576263,1.793264189606466,1.3099472540222243,0.5972599515779999,0.6052553794193655,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.928306312359668,0.5838997852372211,0.2559648799294824,0.9634865475515024,0.952905942668962,2.0,0.424454424070281,1.6271785695893768,1.1736611344886096,0.6843328983682874,0.6818353127924368,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9274045757594293,0.5850154409900619,0.2497134895124428,0.9630184791419076,0.951470489811409,3.0,0.3561517582973533,1.7496171433573815,1.2688631426189814,0.6343471317380109,0.6447464639835817,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.926691041111908,0.5909110778013082,0.2567147167995902,0.962647939497118,0.9504697664683702,0.0,0.4388782848937494,1.6033710116375886,1.1560369612236034,0.684975010256415,0.7066597470662901,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9358965414061172,0.5536360564960024,0.2370643145965619,0.9674174670182922,0.9556908919361388,1.0,0.365348541712426,1.6913790181269537,1.229081752549399,0.6439771512040281,0.6510089252367985,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9312942263197356,0.5674095780770368,0.2464065656155893,0.9650358769758888,0.9541028775938348,4.0,0.3358491858279299,1.802152141111372,1.3061859279389685,0.6135689736573031,0.6356113962760096,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9311536001898696,0.5781464500205017,0.2498499415305345,0.9649630197033252,0.9544230966785092,1.0,0.4187847816765145,1.561887283924735,1.101113036342522,0.6808825269603715,0.6915392123650285,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.931054486748336,0.572624488702114,0.2468062187654131,0.9649116583399028,0.9555216629421808,4.0,0.421884548846706,1.630228738895808,1.2092373573516009,0.663646813427915,0.6571896955822786,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9344306937911993,0.5586086399552361,0.2424961009769215,0.9666595662468273,0.9560395703027612,3.0,0.351015935738822,1.7249461054981907,1.240002033621176,0.6410259682187949,0.6385662598422179,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9335854080039891,0.5626903485738689,0.2440342187375974,0.966222247420084,0.9561861356762696,0.0,0.3719426979042024,1.6906113249813746,1.198011220693505,0.6406215728311979,0.6424405617898918,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9304771740013046,0.5737158150436297,0.2501659949258448,0.96461246040302,0.953301294516778,2.0,0.4523428380146768,1.603805304658079,1.161463110466287,0.6842514808954264,0.6928188084180067,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9337056455213998,0.5593862680932182,0.237900300186813,0.9662844627234124,0.9544167164350962,2.0,0.3845654233637419,1.7105283431769898,1.1868379877913713,0.6488797133670838,0.675475939905411,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9299800560680436,0.5784224475116725,0.2458537789903071,0.964354745497734,0.9513541372941426,0.0,0.3994979145103505,1.6478298700679042,1.2038519534105483,0.6627697815196705,0.6773734540864705,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9285500092093076,0.5829038542782875,0.2553314135284208,0.9636130083980448,0.9538328652326132,4.0,0.3757640179825318,1.6878401167813648,1.221740562492246,0.6447895606657439,0.6575083987304541,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.931844537803982,0.5672251902535919,0.2430831713093801,0.9653209606517816,0.954044779414172,3.0,0.2893042895673541,1.8334107079318345,1.364997385965696,0.5962262716124855,0.6091072730260332,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9299854694887968,0.5759915293503098,0.2541420983251088,0.9643575519724248,0.9527610994083566,1.0,0.3721296870078492,1.7126261322197618,1.2211473765861598,0.6487808185238277,0.6525083518205836,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9273656357606332,0.5820036608255851,0.2531722279314348,0.9629982626069724,0.9520917699590128,2.0,0.3623472684863368,1.7789477381627263,1.300522906639768,0.633249951938054,0.6317956124862809,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9357484288206394,0.5484506613819504,0.2317364288723137,0.967340915315328,0.9562389207439512,1.0,0.3168326242680525,1.826987047248709,1.327930768994619,0.6127347206673608,0.6365885605644894,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9322107282213934,0.5652267135893972,0.2375681411142,0.9655106153018927,0.9557477536463256,0.0,0.3921832572429994,1.7046287463555452,1.2561010128080143,0.6474351537103633,0.654340974148941,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.93191844305565,0.5704309066913655,0.2440934427978014,0.9653592367363952,0.9550698860451902,3.0,0.3712211295831749,1.685285692816219,1.2279062214037566,0.6415444421077152,0.6565490162408111,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9350292305707812,0.558771659873933,0.2506175197732304,0.966969103966561,0.9568910915468828,4.0,0.3189618615850487,1.7172366007195672,1.2369674832015665,0.6209288977784351,0.6229871913870286,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9335698247044092,0.5610999503970724,0.248818939571789,0.966215299226866,0.9538409180399098,2.0,0.3364427342752216,1.7615525194191537,1.253639268204371,0.6274311051225311,0.6389758072714985,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9385932803111304,0.5397404563121565,0.2386461049287973,0.9688112942290756,0.956405074679624,0.0,0.3959941026271149,1.6773178849643766,1.2202149403785998,0.65879704095851,0.6542852097398323,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9311464866387228,0.5748043997857456,0.2599204523645517,0.9649606378105052,0.9533900432393116,3.0,0.3205019475560019,1.7370087865146189,1.265773909207511,0.6001225770414558,0.6120797566437248,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9340171535175152,0.5598581037927447,0.252024422839563,0.966446525212772,0.9542086545893572,4.0,0.3489147663926021,1.7361244273208176,1.2573553124508643,0.6286994284150869,0.6499802920325399,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9283914482684724,0.5825747910227794,0.2577657624058581,0.9635314445314692,0.9522988823057869,1.0,0.4297123124472692,1.63179791637354,1.1628854104765458,0.677773761107858,0.7019725303504332,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.95084530429298,0.4849135188029004,0.1880906522344824,0.9751129836757636,0.9633096849481694,3.0,0.332869669910008,1.726806416250145,1.2155893852111574,0.6309963825315501,0.6311156621827505,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9484116266302368,0.4923108699402395,0.1920933518332491,0.9738642884261162,0.9608356026847266,4.0,0.3359277811727996,1.7921924155371791,1.3036311764214985,0.6214622638868041,0.619881097638796,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.950988613572035,0.476573184211846,0.1800567823882738,0.9751864644466977,0.961981558607402,2.0,0.3437194021910845,1.826764793243642,1.3057410242145358,0.6247603656567979,0.643027216008311,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9556340480087816,0.4581254287058702,0.1804309312751045,0.9775653798279984,0.9651668880961448,1.0,0.4281599484208158,1.6414300266797688,1.1879119352178875,0.6864275005032023,0.6861696772187493,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9462223199831848,0.5016624803512554,0.194932962102736,0.972739607688178,0.9607214818996832,0.0,0.4417303378382984,1.656617381886698,1.1891762901488754,0.6884700848641438,0.6912892354256851,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9511428137221652,0.4774589004155422,0.1829798940898757,0.975265520579113,0.9613606815418329,0.0,0.3848701923828035,1.7424538398913805,1.2526243132885109,0.6477801136142589,0.659325175490521,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9476618901500374,0.4941979240281413,0.1879686010345877,0.9734792829736688,0.9607618138650238,1.0,0.3932732082219968,1.735751479471448,1.277239352829684,0.6495265715609246,0.6526103024865506,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9547420860511656,0.4637645104295971,0.1772595877464052,0.977109066812752,0.964793827903592,2.0,0.3437033996746444,1.7418644021976382,1.242365900302239,0.6317070324497092,0.6238324467403519,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9476486954603188,0.497933103279646,0.18486849785618,0.9734725072364304,0.9611514630170612,3.0,0.3560686855185473,1.7375079535934903,1.270983753228101,0.63248098010336,0.6274192621923075,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9447403356145352,0.5135561986594874,0.198458822270243,0.971977558793635,0.9611404164668502,4.0,0.3950058814094649,1.650747417759275,1.2168340306305951,0.6560441506396746,0.6528183409670547,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9509269159153688,0.482573478970949,0.1844572673983065,0.9751548315453532,0.963124007460955,4.0,0.4490648445277304,1.5987261372871358,1.1904219944966343,0.6921691806284951,0.6787908388067333,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9437933528786374,0.517933093642248,0.2052503413149124,0.971490291141275,0.9590671365195508,0.0,0.3558997855454464,1.7087187135208166,1.2382115236177027,0.6297989448906243,0.6359229372042494,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.948159279413147,0.4975028230433749,0.1864764265270817,0.973734720262228,0.9614877432628476,1.0,0.3947431187885535,1.6570397061295554,1.2653364764676909,0.6544096621858485,0.6452931558176855,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9497830370938198,0.4902501391338396,0.1863512846720177,0.9745681377773252,0.9624155314344042,3.0,0.4268494374716374,1.6035599239076122,1.14377913576942,0.6735954916218679,0.6876005016877001,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9537619529132032,0.4684667469063262,0.1818179706094577,0.976607382005305,0.9635919998611217,2.0,0.3655995184575747,1.7172605019171006,1.2600919776478547,0.6446139666961659,0.6505269042615961,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9455339523574866,0.5065300427732679,0.2024594823165618,0.9723857145015806,0.9602625508056885,3.0,0.4059712933333054,1.686413683213992,1.2035861160392032,0.6680764038368985,0.6810970689559354,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9515860668131056,0.47759764654428,0.1837329008233348,0.975492741960534,0.9633983368942785,4.0,0.3576071194900579,1.7540139237857484,1.2478680859485265,0.6323810099511027,0.6325889831390454,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.94326093728716,0.5137632299004744,0.2002955412979079,0.9712162295011526,0.9582384676446788,2.0,0.380729310636678,1.7598632042085585,1.2646783094096543,0.6483208626962091,0.6588220088496817,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9503411919153092,0.4800644871080172,0.1820052321046579,0.9748544636454328,0.9619411112201142,1.0,0.4389528055073347,1.6837914736569477,1.2153044206763346,0.6797262230355696,0.6724349093811863,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9479225171343374,0.4974278512767545,0.191601814888535,0.9736131370641602,0.9612196234409328,0.0,0.3157484883475153,1.779851018218053,1.295710522606106,0.6199753612840275,0.6230619950684915,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9417872042422868,0.5236260525325263,0.2016071765315636,0.9704572284406604,0.9581977420375832,2.0,0.459433404010797,1.6094521471664205,1.1520798769992553,0.6918452027459425,0.7001899546721573,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.947180629872504,0.4990050088993519,0.1893803034442568,0.9732320696088768,0.9608453621615236,0.0,0.4391727136033463,1.6354875492463676,1.2007986058515805,0.6822516841424099,0.6759286505651484,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.947116163232272,0.4989302168075736,0.188213325273652,0.9731989463458576,0.9610963289792124,1.0,0.390515774687825,1.7110839684844723,1.2141584187719805,0.6662596824814997,0.6652205710992488,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9483743658786492,0.494944353597273,0.1876598678712838,0.9738451657535712,0.9606550969760432,4.0,0.4258532637851145,1.6347068428386278,1.1711178936640485,0.677647489608865,0.6974606206045973,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9464864167609358,0.5003396638713281,0.1966936248400489,0.9728753464515224,0.9619619965573828,3.0,0.3548823580793319,1.7820842920684727,1.2988787192599736,0.6220724125542483,0.6203013739625026,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9436124688859372,0.5149447689170192,0.1991351092046955,0.97139720099118,0.9596827498595486,0.0,0.4464687069769133,1.6336987832258751,1.1645284017165494,0.6881767379301078,0.6803963625733297,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9466057653029292,0.500321911987838,0.1957864767773391,0.9729366863419752,0.9598414963999836,1.0,0.419205576523404,1.6826997419835712,1.255655937468808,0.6588847549312464,0.6675446854637872,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9469475140310096,0.4995167486535508,0.1941303830537898,0.9731122943006384,0.9604461946816776,2.0,0.4743370165624734,1.5921327587576573,1.154823508202204,0.7016316699504461,0.7089925272073164,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9469495478587888,0.4968425949576786,0.1904693805619491,0.9731133645484188,0.9605456644625208,3.0,0.4715992548335941,1.62659773905514,1.1533363417985565,0.7000631990436192,0.6922004173569237,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.953195815098064,0.4703738787835707,0.184813506354686,0.9763174859756284,0.963161839345613,4.0,0.3934591842620363,1.6929472065117348,1.2394348918995548,0.6580880006137078,0.6644828547086835,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9513902215829436,0.4778476379376757,0.1815014112957549,0.9753923574867764,0.9614158341841776,0.0,0.3763311891184583,1.7338890978172292,1.26693154072406,0.6529556695642511,0.6606384894510292,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.952972201884329,0.4736231484332462,0.1868910755883805,0.9762029622413376,0.9636420978789378,2.0,0.3606632894718394,1.7063236468904186,1.21602017480616,0.636469339515167,0.6495384782504218,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9496136412862296,0.4883127937500496,0.1859103327052703,0.9744812291636734,0.9617095318325318,1.0,0.374455864643995,1.7156081652322095,1.2205858934704512,0.6425830812193116,0.6551666335808631,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9531211746735824,0.4745104716816307,0.1877668273203316,0.9762792624111518,0.9646261967752476,4.0,0.3485213571502484,1.6974058268415424,1.2072532107445926,0.6374537745727091,0.635625421260211,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9437248511330876,0.5099525026700006,0.1967938007802972,0.9714550303865774,0.9596357298650192,3.0,0.4265679503552133,1.7142217088852898,1.275710606073836,0.6747191390978713,0.6735452782961922,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.953224703942324,0.4728996320944356,0.183081947622832,0.97633228514141,0.9644545863380868,1.0,0.3764341770206713,1.6759899379951193,1.2140515815038493,0.6399480018972211,0.658295808174531,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9460861267096866,0.502679805363871,0.1914029569408923,0.9726696047155864,0.9599638471569256,0.0,0.4469544004624549,1.6409150272620705,1.2102703145916274,0.68408261913163,0.6914599851721466,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9454059697516553,0.5027080234425972,0.1974251111688495,0.9723199089677196,0.960808664092934,4.0,0.3968531672137612,1.757178476991228,1.2800584355844498,0.656490575944084,0.6610244770752443,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9455854376237612,0.5106182103637374,0.2023149141394577,0.9724121986393276,0.9597441695686124,3.0,0.3060556947986839,1.7600688156682511,1.2634907779883826,0.6044538596782351,0.615659156611559,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9488552436529524,0.4925654444731527,0.1827873505095489,0.9740920199444772,0.961970603069871,2.0,0.3729945853011165,1.709156881701236,1.230931699231096,0.6488139432116263,0.6548572948417152,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.947524979776322,0.4996365595441528,0.1951412910305729,0.9734096077892354,0.9606789154740996,1.0,0.4245409344203017,1.6277331663833725,1.1758610602408253,0.6801175780347303,0.6823030069141959,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9442208283922348,0.5122008773339292,0.2050738024845458,0.9717107473566138,0.9599043084142624,2.0,0.4380601290926811,1.6443986774795736,1.1934177364879244,0.684904559812014,0.6818861064978571,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9499006136261572,0.4896414866082194,0.1915732300592627,0.9746288531366404,0.9617072298047156,3.0,0.3907389066273625,1.6542773266228394,1.189562735971825,0.6528888571145819,0.6624490672856372,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9518685198301764,0.4785726533343492,0.1858039770389381,0.9756377641878408,0.9630602269288088,4.0,0.3531363802345363,1.7235316235261913,1.2719136096771797,0.6278148246702951,0.6486276632937461,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9552834258612184,0.4630694724496297,0.1795646897969709,0.9773863959716508,0.9647444476606152,0.0,0.3467115909133034,1.704485618147491,1.2617822158694143,0.6406913749417444,0.6431903555225262,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9247374934635698,0.5921824990173266,0.2521662954353068,0.961632737944598,0.949860259885998,4.0,0.3432768896798718,1.807068876746364,1.3145815962692016,0.6290113690197936,0.6360912794711566,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9237477868727968,0.600243850118613,0.2638520786432601,0.9611180013890864,0.9507535080409651,1.0,0.3588634471583276,1.74054159226768,1.2503842082963488,0.6351437344181738,0.6536015604458066,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9257370844468824,0.589560079547416,0.2540322306700575,0.9621523318656292,0.9509132706083708,3.0,0.3393929254063627,1.7991206512347353,1.2854790171497008,0.6225010815506786,0.6176218388936643,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9286507179810052,0.5714667516411785,0.2504214310307898,0.9636652652554736,0.9536710214692916,2.0,0.4142974618619109,1.7632273486318537,1.264850428953182,0.6566900353236923,0.6544833334241053,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.933478963485576,0.563623073810649,0.2474424994604591,0.9661671628361226,0.9541054856482748,0.0,0.2559775849794625,1.8364212970231115,1.36063836369833,0.5618045113991579,0.5859368333009719,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9273259780734536,0.5839809880338641,0.2520764116725765,0.9629776791828178,0.9509122013970372,2.0,0.3338408094648997,1.7980832129526645,1.2716524425362246,0.6164715567370554,0.6288836388446086,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9214863222251596,0.6116798080521213,0.2640269173267346,0.9599408107218096,0.9502511520344274,4.0,0.3594463412417845,1.7042409090260593,1.2104956532110185,0.6347934774842057,0.6470902530501811,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.927188109043654,0.5917092860142095,0.262708215781461,0.962906092388898,0.952483941031618,0.0,0.2795016063345328,1.7709799667067767,1.2791189702267722,0.5973642005276766,0.6191944744690933,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.928241821165772,0.5783524084922411,0.2467432887393932,0.9634530844235604,0.9514402944765852,3.0,0.3382156070287728,1.814375768808735,1.3133283382421042,0.62428751618751,0.6511766969225369,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9287612865352768,0.580660100150181,0.2515762519927167,0.963722632834396,0.9527929475867156,1.0,0.1969116518693829,1.943441737873848,1.4297788220691203,0.5564717157881065,0.5591119484932502,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9280532567913408,0.5835859754270213,0.2583845427054008,0.96335523067772,0.9518101916574724,2.0,0.4019630814244472,1.6745870860947654,1.199813139878622,0.6632002374810997,0.6865201729306236,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9222964451506672,0.6078364993896194,0.2637659176141684,0.9603626725540886,0.9500579085166864,1.0,0.3842226736879515,1.6852369667513645,1.2255591375579329,0.654456443786918,0.6628145088751759,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9260248071001094,0.5895824922624576,0.2550464110546253,0.9623018385452764,0.9522968400360504,0.0,0.3128502112172476,1.8218781000302384,1.3383178019692803,0.586004529640896,0.6061837801298153,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9292771411697672,0.5796480560155212,0.2497284143016072,0.963990246923412,0.953111391875145,3.0,0.3272406888507909,1.76509350097993,1.2786865036738766,0.6297248555529615,0.6437198410593561,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9300427771091866,0.5748552250515732,0.2516257929637483,0.9643872748134712,0.9539251391964269,4.0,0.3497516729765244,1.755637177369113,1.2186366165320015,0.6390158440758074,0.65362861242585,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.927284080948362,0.5822235730466422,0.2503273585517057,0.9629559227739636,0.9535020774792894,0.0,0.3678795499122493,1.7743004516981924,1.2893027752124386,0.6297706436996753,0.6209178656930684,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.923068876044133,0.6000752141118444,0.2711788785050915,0.9607647483640476,0.950170985276546,1.0,0.3468480728881232,1.791156988693766,1.293671827689622,0.6241087065547886,0.6215607283012304,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.935719280558109,0.5520863386202496,0.2439797567697911,0.967325851731299,0.9561238253233274,2.0,0.2962218495944558,1.8096999729329328,1.3090543812654212,0.594296471098124,0.6029461909243339,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9309148789141092,0.5654972907688809,0.2509387072377922,0.9648393166318944,0.9545950814969184,3.0,0.3529973106480588,1.8198873854826336,1.325530501803652,0.6217823312046088,0.6197507788333639,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9282552277834776,0.5822492670299304,0.2531143154701548,0.9634600422939036,0.952222540465648,4.0,0.2867268224769821,1.8352711645916508,1.3388815107756895,0.5961871310029714,0.6140476518334781,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9311280341065118,0.5729554987569395,0.2505347256836538,0.964949773526627,0.9548573370523952,0.0,0.2902934981824924,1.8000166920843637,1.3214011919806083,0.6017124058218684,0.6123483067776325,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9267388840327804,0.5854491936195945,0.256341146211398,0.962672799036985,0.9497217376553204,4.0,0.4053590045865983,1.7088077085932838,1.234169124528735,0.6579957485810255,0.663526064517745,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9248269014263796,0.5947723462646091,0.2620070505821854,0.961679223810144,0.9513270095115254,1.0,0.4107801587461135,1.6828484301631903,1.1974917791828956,0.656596650189345,0.6613731139403934,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9291990736995874,0.579885488178959,0.2561322552341077,0.9639497409676048,0.9526331782540592,2.0,0.3388147166275088,1.7505070975011023,1.2580684716248474,0.6233876739991235,0.6381327898554799,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.93401581789642,0.5633329273427358,0.242859048630118,0.9664449540833068,0.9540752114321156,3.0,0.2583310076936553,1.804465578814471,1.3156038849841416,0.592143863941198,0.6050207611957007,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9246206588679574,0.5973562434830266,0.2542259959833936,0.9615719922977016,0.9511523001362482,4.0,0.400790404199092,1.6770282754534975,1.2400651922797352,0.6570729485158195,0.6655281931883004,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9317823138553532,0.5693537556183162,0.2511241947159978,0.9652887327396716,0.954695774373724,3.0,0.3228192896013105,1.7643679663503335,1.2754137869187747,0.6146964226208717,0.6365491223759446,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9293068346782224,0.5769183974812104,0.2559389965422894,0.9640056386428918,0.951920985839454,2.0,0.3101456007098903,1.8170145385247247,1.313369073857757,0.6002958608896966,0.6315424836485402,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9294805547459678,0.5788064123898005,0.2504789899156845,0.9640957353300074,0.9525312722664676,1.0,0.3629333264023636,1.7171713050573776,1.2413755594805431,0.6484793307533024,0.6545660947823934,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9237341431475142,0.6033894928502369,0.263256606615664,0.961110903766262,0.9510509358651374,0.0,0.3559302751083504,1.7059885929116094,1.2374039810996584,0.6375563023867954,0.6322353561985599,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9245587665675112,0.5987265726056199,0.2616194945473888,0.9615398035474284,0.951642108813792,4.0,0.4262513470317512,1.6163795747000955,1.1379445744799694,0.690406056359443,0.6907678842909233,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9237635674376696,0.6006543632957997,0.2614919378026841,0.9611262111884686,0.9516023494837026,2.0,0.3359398718814439,1.7672684345435998,1.3136538229890633,0.6122137386333761,0.6175301135846964,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9309855831605498,0.5734543203850453,0.2465355635932869,0.964875954690508,0.9540512478119602,0.0,0.3251088141553955,1.757172482537396,1.301232621910486,0.6209139785557203,0.6291338565253146,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9235560932390918,0.6025903842544491,0.2667972926956673,0.9610182723259824,0.950707215301844,1.0,0.3504154712578009,1.7344351490011385,1.2441934694393828,0.6285946451186165,0.6374586022963619,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9331084428542084,0.563692405430602,0.2435524791379053,0.96597539704789,0.9544181250171742,3.0,0.2903544154075839,1.810185338667821,1.300952635352392,0.6056334149876035,0.6175720565401088,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9243650420489632,0.5960206703250417,0.2553914674400408,0.9614390630245244,0.9509698954143694,0.0,0.383351037140005,1.7244351292925657,1.233138683561115,0.6419291667408917,0.6458576313231327,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9255628604231004,0.5899969248472877,0.2587308028276218,0.9620617926453432,0.95231670914407,4.0,0.3328997147834228,1.8112315474264635,1.2933674250462892,0.6106905316279778,0.6045589355705462,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.924919741531046,0.5928177376355781,0.2614919261865939,0.9617274977780566,0.9500981819021114,3.0,0.3536660663953804,1.7771174374066712,1.2628102455335772,0.6235608842144093,0.6505841710833187,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9292166384635996,0.5744277792675467,0.2545979951974678,0.963958864717714,0.952818024982983,2.0,0.3682518313250469,1.775251965232669,1.2859337371106192,0.6346899607572716,0.6481231085441675,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9313594349483474,0.5706844599345519,0.2486043044889496,0.965069669059366,0.9543886585474544,1.0,0.3146193108880787,1.786358859396778,1.3245595625393525,0.6054978613693762,0.6190155663532448,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9356559829651904,0.5455633458144097,0.2392689488705666,0.9672932307029972,0.9554274444343218,2.0,0.41871203483795,1.7203582958123202,1.247026500197535,0.6655514677085665,0.6706734683709181,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9269765434369884,0.5915483744188491,0.2581903012149194,0.9627963174000864,0.9513781880737888,1.0,0.3053944155287085,1.760363276144474,1.272734667094602,0.6001086925665988,0.6133051816270151,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.923276364548241,0.6000796348472532,0.2697211409802716,0.9608729121617016,0.950213716256928,0.0,0.3846607927645872,1.7282461948359558,1.226116268375328,0.649535335290626,0.6581468625712266,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9302585397866618,0.5754795636205141,0.2534418058279847,0.9644993596672844,0.9529263941677594,4.0,0.3409183533176357,1.7447394636739038,1.278172522902242,0.6215254743702641,0.6193745610111516,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9218117733106254,0.605056184972201,0.2600144581220453,0.960110357979777,0.9498923234155844,3.0,0.4028827082039186,1.711635570673189,1.2464248691425386,0.6605044617073461,0.662467639024185,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6727711141289598,1.2410508805767069,0.8439952099671565,0.8202262680969056,0.8103682205631095,0.0,0.269224626952711,1.868916267080848,1.393139944794465,0.5711286507215663,0.5792633159542238,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6648360515151401,1.254470886243401,0.8462205686471377,0.8153748024556717,0.8089466359232881,1.0,0.320163335066546,1.815678146461827,1.3711220961205826,0.6006340915444663,0.5956764771784352,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6689251308824551,1.2451139760422991,0.8526309009051501,0.8178784447010878,0.8103061224756617,2.0,0.3081490761346777,1.841646541515846,1.3499012588694634,0.5934806421247371,0.599197093048439,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6635479665021672,1.2637768119778536,0.8672989091635501,0.8145845459827492,0.8036640594380067,3.0,0.3037586830881204,1.7987340368442657,1.3278250545009622,0.6051490914198618,0.6265506014978065,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6700232645375379,1.2516348959417518,0.8548994067148793,0.818549498550488,0.8088027533916412,4.0,0.2994478185677499,1.8032967167188592,1.3266063447906034,0.599252282986704,0.6186921573579559,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6815808379987287,1.2139453140685392,0.8320236110690807,0.8255791071679468,0.8176097662673794,3.0,0.2795730586012851,1.920099941842176,1.411635201344631,0.5721207065434492,0.5738596266257655,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6652869139038216,1.2552228540228514,0.8432088865346054,0.8156512329574185,0.8095583060933367,4.0,0.2998217310019587,1.8339775712548976,1.3558538347952849,0.5898949809484979,0.5960800487102281,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6642314018641677,1.2575972349310456,0.8568445236215466,0.815003940911341,0.8083813865263313,0.0,0.3025649775924451,1.823497032210794,1.345131856393893,0.6045125242156539,0.592235645981011,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.67909444378689,1.233592525862754,0.8411940919187187,0.8240718808399954,0.8115375919776467,1.0,0.1933782182729876,1.9360848818694467,1.435628531418992,0.5248184483962477,0.5481134458582029,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.687096109195929,1.2235617912464942,0.8379925358373811,0.8289126190641265,0.8219350860249118,2.0,0.2050118408397127,1.8891933878811336,1.3928245255029152,0.5310303345246743,0.5317694597097623,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6678860545922359,1.248928319144411,0.8516322446322113,0.817242995994043,0.8054952592657706,3.0,0.2722546788983785,1.8775081420786024,1.3888880815131408,0.576412566894934,0.6000909927957336,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6668788615260578,1.2623215279163864,0.8565183113415743,0.8166265449125869,0.8074123070971052,2.0,0.3268477514874757,1.7404207799745095,1.289093363524031,0.6227562148478628,0.6362636892643689,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6670605386370669,1.2558474915842903,0.8532178650259681,0.816737764671355,0.8115954781944368,1.0,0.3493155601706156,1.745829961237091,1.3015687094786543,0.6323542065659595,0.6172175139377267,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6524293657992846,1.276509529811964,0.8768862141879095,0.8077310244347378,0.798785382030035,0.0,0.3794131307759372,1.7406776721340818,1.2431707018311935,0.6418379708928542,0.6387557037849372,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.660412887170721,1.2663205974063565,0.8695514840625984,0.8126579403728897,0.8056221929254197,4.0,0.3269863671918342,1.7853267138829323,1.3165688435932068,0.6094650255742394,0.6057119434200137,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6802633692154949,1.225840928857704,0.8386808456153961,0.824780813950455,0.8158467659457348,2.0,0.2628947043197115,1.888008225795064,1.3484616215118015,0.5681765906989513,0.5859040621940884,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6665909050082857,1.259662217913349,0.8502117275450991,0.8164501962760341,0.8096887589257599,4.0,0.3005482752118519,1.792753271580226,1.3326814543493997,0.5891498101351808,0.58122957568712,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.678245207781005,1.2358212999465876,0.8336834936523043,0.8235564494219099,0.814960308018326,3.0,0.2749074981747584,1.8354725852346097,1.3540125766823277,0.5828979852051046,0.5870670653643695,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6559842051948899,1.2679981703010257,0.8660807243166414,0.8099285303399422,0.8029161640875253,1.0,0.3436857870883908,1.7978889599212644,1.3141079581445445,0.6227565771904184,0.6199195240896122,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6677108768229535,1.2459175364051935,0.8508991658696778,0.8171357874390466,0.8046479051667995,0.0,0.3672711110610572,1.7672917265310182,1.3206052221014195,0.6325259082923008,0.6534428082949467,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6654020583939928,1.263542114877838,0.8635602068030138,0.8157218126462261,0.8085527886544952,0.0,0.2667910894175975,1.8150293075517856,1.3496931397793452,0.5917636494458421,0.6010629139502466,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6718153458601435,1.2455444378891174,0.8460285507470634,0.8196434384915505,0.8108440341817127,4.0,0.2781316992556567,1.8456939796485128,1.3327248786649584,0.5769857755669705,0.5984529420927223,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6743772618606542,1.2475695072095294,0.8459963930555051,0.8212047791025459,0.813207372645021,3.0,0.2519791594502985,1.8366671736380065,1.3348744075530528,0.5836101119946311,0.5755588334878866,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6711459501904122,1.256555862526714,0.8524675459738594,0.8192349915726472,0.8109013380522714,1.0,0.2332820127956051,1.84247195226384,1.3698186196784348,0.5722192226435294,0.5720135308880558,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6710498159207143,1.2466647354001832,0.8454985894708363,0.8191763215951543,0.8109974054065274,2.0,0.2684957028133138,1.8568460890583227,1.3760009132777908,0.5747883613723017,0.579301990281956,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6662994385088379,1.2532996116236386,0.8563959071598565,0.8162716985931768,0.8084968115632227,3.0,0.3121371888478732,1.8153406704319408,1.318176261562771,0.5932008378583137,0.6040899783638897,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6722489831020377,1.249767491329997,0.8491465145575859,0.8199079642860259,0.8123012373622823,2.0,0.2712518613584092,1.825403705794642,1.3325485134108777,0.5778694695723089,0.5843229391618182,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6688109609571327,1.245205264520815,0.8447235007885991,0.8178086728627365,0.8109213935627222,4.0,0.3291239874577742,1.8114736553306905,1.3756714833350034,0.5982673032647027,0.6056205777412649,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6773097019511745,1.239426311143195,0.8420309268501412,0.8229882892478811,0.8126748128349343,1.0,0.2153833707787237,1.8980940195389628,1.37871496363906,0.5563641143664229,0.5607957720326642,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.67245665289359,1.2471584367715778,0.8489361568439031,0.820034644389415,0.8113787090998074,0.0,0.2821614013548731,1.8247745259455368,1.3442226684427545,0.5933870185508044,0.5984672727027626,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6763355118925319,1.2378837308364643,0.8365603966042079,0.8223962124168707,0.813129870396082,0.0,0.2159970528280405,1.9184445623465431,1.3962400376470792,0.5477605081938679,0.5577786504340174,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6756575856013327,1.2303787990863408,0.832543110209186,0.8219839461313185,0.8134724200429237,4.0,0.3035521270610404,1.8577446522587908,1.3827674322399008,0.5935298968985951,0.5986955264712926,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6679634059382689,1.2469684419548466,0.8495656209443293,0.817290294580616,0.8066349186139996,3.0,0.3268253239543334,1.8154532562351584,1.3036163510573835,0.6019698083394125,0.6231235640977493,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6730069762081083,1.237913322520662,0.8497623127093837,0.8203700350171863,0.8092520178837468,2.0,0.2367976325231404,1.9317153193020844,1.3747200727953388,0.5528129975347218,0.5818503639940564,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6790673712412683,1.2437022037887835,0.8466234414926279,0.8240554507136508,0.8176199699402943,1.0,0.2198330457533663,1.84110738021826,1.3589822124683977,0.5718309092281548,0.5655428036191287,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6723816091752649,1.244783661875992,0.8459437414585063,0.8199888007405702,0.8127618387859178,4.0,0.2469710839181814,1.884651120219764,1.391088064679853,0.5538576216564868,0.5578105196678528,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6748851129040927,1.2346182532297176,0.8397384990163128,0.8215139294502608,0.8118365176631495,1.0,0.2307890983445936,1.93679082742536,1.4353662285670503,0.5475764370720377,0.5683293556386648,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6692766294509777,1.253309279998128,0.8635300415868733,0.8180933025062502,0.8087536960725175,3.0,0.2396990328504499,1.8771125649518008,1.3469308597590912,0.5692169936622767,0.5906822767413009,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.680057621640572,1.2373427013839289,0.8250172997932503,0.8246560743900726,0.8083310027474641,2.0,0.2179098608409641,1.874393120740576,1.383810291381987,0.54904033204496,0.5921201376039948,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6817909086181158,1.2311124959869455,0.833465833894385,0.8257063211382372,0.8163413872522962,0.0,0.2268875906049333,1.882270175051828,1.3983631164559065,0.5504849192183112,0.5648685758057214,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6684008570479765,1.2485810758810427,0.853408804496008,0.817557945306253,0.8090400523839003,2.0,0.3153402563726801,1.818451873387938,1.361671910859633,0.603932202424313,0.6040116180216086,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6676638667343642,1.2623643249964585,0.8580939832178396,0.8171070348548642,0.8099971764443875,3.0,0.3439610225202794,1.7081802025131243,1.2909106111342965,0.626288828982793,0.6219308808885984,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6626838985568233,1.2580190117806629,0.8557687295017931,0.8140540443048383,0.8046596475234019,1.0,0.3361042671762683,1.7970426687404149,1.330139609955128,0.612494395176769,0.6194816947800061,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6960224797297375,1.2014503907745937,0.8102737029210374,0.8342796435747091,0.8176048093354069,0.0,0.1239980078361607,2.015388256385448,1.5028454234810444,0.4915470969186998,0.5304553596652226,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6628651491783161,1.2598100926491658,0.8586361523168111,0.8141654154316789,0.8079647708392973,4.0,0.2834344857910449,1.8554387687257496,1.3542584923969834,0.5751893960762708,0.5896991312536481,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5476248863217072,1.4729141598520017,1.0887880096986526,0.7400168254613031,0.7344420995456302,4.0,0.23108678982252,1.845383541845201,1.3978170246853596,0.5491971339706507,0.5690001690585382,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5483425480273254,1.4665869351047034,1.0865680387525498,0.7405015605521583,0.7328584843363336,2.0,0.263309706366179,1.8377490611800025,1.3879381936318314,0.5490814228618122,0.5731278871034065,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5533653707976784,1.4516447809724191,1.0741903635823289,0.7438853313848169,0.7414332050935359,3.0,0.2519319075411502,1.8861629638270383,1.442342592923718,0.5366473933696267,0.5410818033957697,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5368001118085426,1.475121301775599,1.0859314875464323,0.7326664477340241,0.7273752531672779,0.0,0.2999830668657272,1.8329645303249689,1.407861065608518,0.5719790301571037,0.5891001311277334,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5446752310349647,1.4646109037082722,1.0884048393359766,0.7380211678338733,0.7328137153422172,1.0,0.2906501847783468,1.8432843929577667,1.4157357517479503,0.5674583122088634,0.5732693180859766,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.540126016182175,1.473190837478339,1.0953278567588731,0.734932670451163,0.7309658984762437,1.0,0.2835263399531031,1.844124349133906,1.374722340948061,0.565445486153731,0.5779088904502474,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5463617809181298,1.4774303557289017,1.0978124674634633,0.7391629005131127,0.7327574878166759,2.0,0.2754778188687162,1.7805000788857457,1.3386392997375136,0.5604374323549371,0.5829319121466794,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5446579514342893,1.4708476334590346,1.0878828991805032,0.7380094626743605,0.7341597563796926,3.0,0.3113714875037567,1.7845700305646264,1.3382380025027258,0.578864684725775,0.5877019015316075,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5533786570299006,1.4498339579703827,1.0787054546844927,0.7438942598689355,0.7385745975654735,4.0,0.2534768971323162,1.89452990722912,1.4138642185508543,0.5420319221217227,0.5635024460516945,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5453355663252587,1.4589429616635252,1.0853172045754331,0.7384684047881578,0.7300603395672728,0.0,0.2826977692376633,1.8765308011805504,1.4287917176173246,0.555984669975036,0.5816691722641986,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5429216815738253,1.4765298809351657,1.089135110227347,0.7368322059713233,0.73435725535884,0.0,0.2741507806808683,1.81818424036936,1.3595005234818642,0.5648754559824348,0.5701426361503675,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5444305379424701,1.4728028167820104,1.0864164858693273,0.7378553805653201,0.7329847222452763,1.0,0.2558129079649368,1.847874414685242,1.431326586042555,0.538157475428755,0.5556825314613235,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5628470828867018,1.4408532194794357,1.060906084562354,0.7502313630492218,0.7430527139146557,2.0,0.226275506653268,1.894144779053788,1.4527909491236035,0.5174066646920026,0.5357025918596695,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5518460293586964,1.4513638272647469,1.0734592466340125,0.7428634114270245,0.737912352630487,3.0,0.23664979155212,1.9209271339196228,1.4595555105228044,0.5382027059400009,0.5600042903259502,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5515669057542817,1.4482977821441307,1.0742174717243906,0.7426755152983959,0.7388071976081528,4.0,0.2271180487375511,1.9485261592914007,1.4818611175478658,0.5389763453953136,0.5501749187778172,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5608749740724918,1.4403797992840972,1.05991404737447,0.7489158739515789,0.7429206887200435,4.0,0.2324107355870331,1.906740025449721,1.453646522416945,0.5271492536523728,0.5385517556064202,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5410680015707021,1.461494837712458,1.0871993643149305,0.7355732545202238,0.7316048766100571,0.0,0.3124873263735366,1.852160608260487,1.4277134054482938,0.5767903572476021,0.575235502854102,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5558953260279987,1.4558046727694147,1.06839716854127,0.7455838914736125,0.7409780441102676,3.0,0.1734407160196757,1.93626200756036,1.4633440484097937,0.5051734523038849,0.529566064961527,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5517939317800695,1.4594768887098692,1.0765520840478338,0.7428283404257092,0.7360610704067564,2.0,0.1987941607030989,1.9250168192479664,1.4662627885100945,0.5203610398246625,0.5275703624318013,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.5353783601140221,1.4789327501080871,1.0966438617996186,0.7316955471700781,0.724354438578077,1.0,0.2781596040685301,1.8618027347411767,1.4072096365018196,0.5638084330636768,0.5918229855795117,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5554808783171671,1.4454340184255865,1.072135408630965,0.7453059055270291,0.7373307089494113,0.0,0.2372860160979771,1.9198450615651788,1.4334655265934042,0.5310187197355785,0.5627123231220927,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5286305889584835,1.4856354231333986,1.103733994045769,0.7270698741028244,0.7240764310699843,4.0,0.3729571841532467,1.753353699749741,1.359241509963677,0.6175762803357036,0.6091350213330676,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.536604912584558,1.4824751936841396,1.1031168311996489,0.7325332238049171,0.7261594848409751,1.0,0.3310895563777755,1.7663204557817669,1.3334036457495455,0.5913733052379164,0.6167307792359292,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5516929780987136,1.4609588477202216,1.0721703774316071,0.7427603878065661,0.7367579926833784,3.0,0.2566868692452504,1.8471962879539028,1.4517516566705089,0.5464229160273067,0.5582497228234065,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.5382997372502232,1.4740596233259722,1.0853438395697856,0.7336891386070339,0.7251255404642317,2.0,0.3042922185633457,1.822759063640294,1.39723809574915,0.5752881962452794,0.5985755841276089,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5491047903126982,1.4720945548910376,1.0933885429324368,0.7410160648536702,0.7355439970504196,0.0,0.2776777304753084,1.784511406771376,1.354679373159815,0.5565535831659533,0.5774096097627783,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.53426732790676,1.466459385485234,1.0962720383692663,0.7309359369341124,0.7229449665073322,1.0,0.3496849376240006,1.830193892948753,1.3817148436732882,0.6072814476330936,0.6312331334074599,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5445050006735417,1.4743742871496748,1.1036302620798617,0.7379058284072066,0.7338183929503841,2.0,0.2859658588342236,1.800963472768527,1.362733799640133,0.5652605888854603,0.5833901943469643,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5391169438542507,1.4707127100191413,1.0969196323591854,0.7342458410093018,0.7284064182275588,3.0,0.3108400730839561,1.830343144341413,1.3694027085001848,0.5851934597784738,0.5948143614692516,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.5511119091160124,1.454640874824164,1.0734601910252737,0.7423691283890256,0.7382919504548803,4.0,0.2214082255285068,1.927651140607268,1.4786119640390487,0.5224593400571651,0.5259298899560263,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5391313668597315,1.4775158496570209,1.080751461331151,0.7342556644884932,0.7294604820447599,1.0,0.3060021773485287,1.801024035000142,1.402479342394251,0.5868697989388433,0.5965830739406948,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5469999267602182,1.4676597213001892,1.0883874637298625,0.7395944434946087,0.7310817106848198,3.0,0.2801629835422555,1.822233108580359,1.4046141336563531,0.5608192377626955,0.5815088601597876,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5300394767744967,1.4840139991406058,1.1079902190562316,0.7280381106264641,0.7249186744782491,2.0,0.332318654989477,1.806765953468328,1.3816416631574204,0.5976919641719977,0.591836590928775,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5458216002107688,1.4753635917799617,1.084255194417535,0.7387974100867859,0.7309074405471504,4.0,0.2843281242898112,1.7874476851422814,1.3677119384941523,0.574574009181792,0.5962695713555671,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.5404515637864793,1.4809402434701378,1.0927597727159526,0.7351541169689229,0.7311059630001799,0.0,0.3139828363412118,1.7657064296399263,1.3389724061641333,0.5907390785665919,0.5888455554708459,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5510655216394329,1.4592431271563524,1.077025095019857,0.7423378849310187,0.7407976443953134,3.0,0.217523467117423,1.9094447478017045,1.4468552747808827,0.5306727115374092,0.5183937390893919,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5330025371313694,1.479883111034064,1.097991791389659,0.7300702409880271,0.7268104882405476,1.0,0.3615291044307281,1.7637182025196372,1.3459729344041682,0.6202990641746968,0.6155059872959202,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5438192127624364,1.4710277042591404,1.0834168567223708,0.7374409971036647,0.7311123090409862,0.0,0.2501625284493525,1.8690021728427944,1.4311409432605444,0.5350153927159548,0.5647595432015206,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5377615871164254,1.4710749631499418,1.0878727426991193,0.7333223050288021,0.7256503071695656,2.0,0.3308679860736451,1.8120315138540497,1.3817616811622646,0.5998699328984868,0.6159910503932774,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.5493987406812362,1.4599966852073931,1.074558611008761,0.7412143809666434,0.7345500798509846,4.0,0.2868728170234539,1.832663271217576,1.4106159831315632,0.5594466298291915,0.5750750951246207,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.530021507381947,1.4922244713735058,1.1141135712930936,0.7280257717705597,0.7238294161352414,4.0,0.3546163329872133,1.738399039045752,1.349427949048203,0.6105786168910489,0.6117184228781949,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.54830572450196,1.4732114483871874,1.0922159522109127,0.7404766993031878,0.7332275758261496,0.0,0.1933293567668176,1.8857426759150409,1.4408396131506085,0.5285568063400061,0.5504648645155237,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5464991786696614,1.4550719939158965,1.07886976473031,0.7392558405258326,0.733311723762506,2.0,0.2597380512540312,1.9090818859637173,1.4097214932805515,0.5539130212697593,0.5754360546623596,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5473570931053339,1.4574193672746056,1.0723285539560836,0.7398358676182946,0.7317722468014849,3.0,0.2853753118557157,1.863946159042782,1.4457719340467965,0.560657528959974,0.5797117969453328,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.5360701856839097,1.4688237973450708,1.093256129405494,0.7321681495704414,0.7251665439045814,1.0,0.3500810429232975,1.8043946283150776,1.3810743772661054,0.5963813202143888,0.6171501327906996,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8954884086636985,0.7093735804716544,0.5171740365983613,0.9529724205308716,0.9396193569069692,2.0,0.1152826500473029,1.9206528280706376,1.6070753064128998,0.4280016700408046,0.4393296913216831,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9036160734914592,0.6983214111278316,0.5006968558906195,0.9549320342359786,0.9512720309750776,1.0,0.1524650531736294,1.835212261287545,1.5000695550168592,0.4377073324586457,0.3794249232087873,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8883056369039437,0.7353324500680163,0.5334239895144499,0.9481647264635604,0.9426910014334224,0.0,0.2860033925710445,1.756360820176998,1.4460489495400797,0.5396691766481139,0.4863834451259857,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8982332220364472,0.7121331647315278,0.5239001835174629,0.9540373297088977,0.9452890748122624,4.0,0.2148731550609006,1.7786166881348755,1.4686756017359155,0.517944957827128,0.5006108699689535,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8908402618944039,0.7229558086039484,0.5229190327232126,0.9496782247758404,0.9419866897766308,3.0,0.3287279577908466,1.7005876566760665,1.4095041154823182,0.5980285531732176,0.5984359400478556,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8893773342411895,0.7276381922277059,0.5325068744067841,0.9485519086491576,0.9446070876699664,0.0,0.1324457721444504,1.7411510755737032,1.4228665301916084,0.4522435198766563,0.3703478686192631,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8951094229611382,0.7191896322797172,0.5266301298788244,0.9517589263752602,0.9440005174420188,4.0,-0.0768548358160081,1.989329246566032,1.6297107961110835,0.3501083791332758,0.2880035269763732,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8932703462452903,0.6958594518857657,0.4985160180811528,0.9508817766538664,0.9389369217937724,1.0,0.204569078300539,2.0427689998833154,1.7388116935607285,0.4633540332993185,0.4629088024121269,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8999089923827447,0.6932318776512195,0.4945793062776791,0.9535275531314938,0.943425115426599,2.0,0.21837291127563,1.8898326439496755,1.5533431175075174,0.4735855510554115,0.4474151843385213,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9009600852816734,0.6972090020071663,0.5016629632118864,0.9535849254363375,0.9475915785670144,3.0,0.1678416438792183,1.8334933672852565,1.4658096842500683,0.4191777662044799,0.4181447748574481,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8861034831341169,0.6626710820273517,0.4750086072939317,0.949489444564668,0.9245920683511992,4.0,0.1638709083942893,1.9162207229461088,1.6065948375664951,0.4573903297013505,0.4477437731877836,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8955818744059765,0.7242769146327988,0.5269705070879002,0.9517225414829988,0.9464144861637632,2.0,-0.195828123539999,2.057944362239451,1.7046849012520104,0.2908037687007767,0.2480138301467709,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.887104938743144,0.6622484676375376,0.4779235244400652,0.9500870602513668,0.9239332559771404,0.0,0.1970027242104288,1.9035735396365965,1.5910545171984267,0.5074164193249465,0.4992809131920041,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8865096777691619,0.6857692141375521,0.4864735781760319,0.948146237501917,0.9327296097919792,3.0,0.250775161197982,1.9445853833397424,1.6197398924468436,0.5660148907141007,0.5796071217569863,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8992591543227771,0.6961211797140723,0.5038977153957068,0.953426277471037,0.944705607930704,1.0,0.3169607303970774,1.7433287070475112,1.4048604967817335,0.5636363848196417,0.562708399831387,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8948824519335317,0.7208375821798636,0.5264812670771141,0.9517681337291348,0.9440801218153004,0.0,-0.1429371615398571,2.120722277155221,1.7904155694259056,0.2959911610700231,0.2243048467700297,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8976464849956969,0.7006728937674788,0.503409859460191,0.9525797557731964,0.9439541332972377,3.0,0.2336156061214361,1.829122360505162,1.5280257657980183,0.5059419398175613,0.5352727237552003,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8979114359508164,0.6919070111997401,0.4988840043704698,0.952677261201456,0.9393082510265116,2.0,0.2622241452778983,1.8677707679114308,1.5248668107040002,0.513838928745817,0.5222465515033073,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8978755527973085,0.7046699849029199,0.5090732096727723,0.952336634145065,0.9482892470788404,1.0,0.1165965714389912,1.864685031039347,1.5203553714013385,0.3793391446924915,0.3610743559321317,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8873285512303355,0.7466156231702458,0.55588145332798,0.9488595936937868,0.9433165674497168,4.0,-0.1267357984220769,1.8138056713894497,1.4861900501318606,0.3951228450638202,0.3457992940711272,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8999273729602373,0.6929574639957444,0.4972893819283059,0.9536994501923486,0.9433069625644565,1.0,0.099690884888537,1.999022139061833,1.67364460944338,0.3967113640716829,0.379497225148388,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8864833735901151,0.6730844374645145,0.4862764172341884,0.949226040618369,0.9290169868416336,2.0,0.1470743670975124,1.9684211854116973,1.6504522698547068,0.4772073285872059,0.469924947584651,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8842540310771922,0.7500152641556843,0.5617832347291284,0.9475195297244928,0.9426608367072496,0.0,-0.0573565259037105,1.7518496018799483,1.412652876575612,0.4365932743992748,0.3911749632486788,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8948348628430002,0.7144555284126332,0.5266272305384443,0.9523411300140808,0.940376289700112,3.0,0.0641534721195613,2.002061217294272,1.6758656553675926,0.3901638223370866,0.3676406874473515,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9000789963660623,0.6913162679915411,0.4893583871108348,0.9529967208258872,0.9431271304673498,4.0,0.1817634245373691,1.933623595987056,1.6172609760374448,0.4469599621012936,0.4169889481126386,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8877683635429998,0.6792494581554961,0.4880187863643199,0.9492370671268336,0.9311201247950688,0.0,0.1038220031091777,1.9999923402588948,1.6887195345173516,0.445024647923291,0.4430132441934662,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8921898823294054,0.7314076035107907,0.5426422596312657,0.9515051852451232,0.9424845434892182,3.0,0.1952966427489245,1.807331788368404,1.4719202212416496,0.5030706166038882,0.4859365522756682,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8915764445237003,0.6932117414104527,0.4996147214701281,0.9500313214226206,0.9384941892708504,1.0,0.3848822446727961,1.821163033650656,1.529138186289916,0.6243369440441238,0.6254138453853826,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8959002411877754,0.7008237871798292,0.5004393502790456,0.9510964822394448,0.9436672858817444,4.0,0.3085353831039658,1.809995158816483,1.4647365987909402,0.5589277613638493,0.550218953744588,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8874905662969804,0.6915424215892978,0.4973753662784632,0.9492332663039867,0.9314651655640892,2.0,0.2209894609543522,1.8618829157116288,1.557582478578272,0.4993091748426913,0.4879770881165907,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.892094523184311,0.7243766219541198,0.5336935149580402,0.9510857431438232,0.9405769006149736,0.0,0.2711235561495555,1.7722217891332737,1.4493798115846028,0.537892042843282,0.5317349444420176,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8923820208947087,0.712979982734587,0.5256682556574384,0.9506614229727288,0.9431472833534824,3.0,0.2776518607757348,1.817305634819168,1.5101564643178351,0.5410979116475578,0.5090789742502831,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8887606175513669,0.6936837506114976,0.496218131849994,0.9491498703514352,0.9307142402698876,4.0,0.2088572952365112,1.8724032883323416,1.5589364903370102,0.4862130786228602,0.4481796913509117,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8992807876981722,0.6935902924224876,0.4867318492487242,0.9525294568686088,0.941243779690137,2.0,0.1643931752154858,1.9526890001071096,1.633667867134462,0.4262236965112401,0.4283689192078252,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8892534741079666,0.7315657310913657,0.5295348255661275,0.9483162555614244,0.9442290922973688,1.0,0.183466589113269,1.805764202900104,1.4949592351085454,0.4517228185830417,0.3851869042330621,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8963148737473361,0.7078362842075253,0.500189784384987,0.9514621765577942,0.9433790883962996,2.0,0.1667695570817672,1.8908466977892568,1.5839810793553308,0.4366516706765154,0.3656762749391711,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8824465714083707,0.7136036243647851,0.5179479825117917,0.9473866764647274,0.9304241435771003,1.0,0.1062130885411318,2.058418192567825,1.7102967782618668,0.3358247824216351,0.3354865269981538,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8994899169563135,0.6933584910720371,0.4928855485115339,0.9531216559504836,0.9421004029222778,4.0,0.1831143220084908,1.9322655906310744,1.588223756208,0.4380456381885912,0.4124114811747456,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.893399224298929,0.7123716408176016,0.5071233032610768,0.9499395066773724,0.9385711134042934,0.0,0.2209059066951001,1.8793116625917377,1.5659245117127771,0.4906685768100526,0.475325233121446,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8884702391878916,0.7286418403441652,0.5337479556815701,0.948141361906768,0.942303061964477,3.0,0.259360787185495,1.8035783645599417,1.4675830753200931,0.5142840158735925,0.4957190696267494,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8945973483104479,0.7263344830008637,0.5216928588551483,0.9502799170807984,0.9478924505767544,2.0,0.0846016980146041,1.7648921078383997,1.4352031920261816,0.3662547607557493,0.3200439291948024,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.894527437973999,0.7066619551567604,0.5075159581246034,0.9502133996701811,0.9426301623417316,4.0,0.1818578958519069,1.950336942933496,1.6133285321315325,0.4414836276042028,0.4357945241953154,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8928737085428751,0.7250940909525518,0.5272497389622747,0.9509202554363598,0.9407955203184306,3.0,-0.24274244883614,2.0761670846145583,1.7590460554371,0.3820873357042567,0.3752459729610791,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8992153991063349,0.699075773481027,0.4983074469530871,0.9526751370865024,0.9437114964070118,1.0,0.0836106017695468,1.9819266694183544,1.6408168703477743,0.3839981473678003,0.3409183977951297,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8832776249716836,0.7139606013343861,0.5212052312723509,0.9473243109489596,0.9299390212481896,0.0,0.2085851615250872,1.926995510730829,1.602618374460083,0.463227387491955,0.4796766461279647,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8651591566985969,0.7648503326576491,0.5553866044013058,0.936191564356349,0.9232164048153048,4.0,0.286309082193909,1.9104189389472137,1.5460134439630653,0.5428590981970025,0.5325710460087406,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8747532163344736,0.7760271838717202,0.5611979380716354,0.9400276596121788,0.9330476387351392,3.0,0.1523893384571985,1.896539334777961,1.5839866990712197,0.4446936301347112,0.4819610127893761,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8587151357697973,0.75936366991181,0.5497668737612108,0.9341418447588292,0.9175622238468136,2.0,0.2068532936718173,1.9541680052862405,1.6380540485295447,0.4939730433176379,0.4875243326911425,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8597261008655968,0.7488132168555599,0.5366650647338397,0.9338626871314482,0.9137395225562754,0.0,0.021317715894662,2.04140207644927,1.7343254623281663,0.3452229040473649,0.3308936007307702,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8579246408944278,0.7748462347740064,0.5634755371447246,0.9327325661106473,0.9217166904071344,1.0,0.3194020238259474,1.917254804715955,1.5844471689284363,0.5849421905063373,0.5781535247633275,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8809217080293978,0.7532266606051743,0.5445211657486105,0.9432475109841642,0.9324398130129884,0.0,0.167987775105818,1.9491582148964584,1.6148990920832809,0.4334040812593145,0.4570430077733811,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8799379038757594,0.7625102964406585,0.5520020730075065,0.942598801823712,0.9344211390396072,4.0,0.1803988633493966,1.889262465719861,1.5648195866449928,0.4377601207970262,0.4348284977296949,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8592378931672162,0.7611266782077676,0.554261177901863,0.934777804554034,0.9176453182706448,3.0,0.1945521702163276,1.9184982384397409,1.5966877052437782,0.4869700930380402,0.4816331265866392,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8808992242124001,0.7666521626482777,0.5552550045618597,0.94285895683743,0.9373311812830026,2.0,0.1022109347529195,1.933463040555435,1.5608007986515495,0.3329242473372039,0.325485594926066,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8714680085938755,0.7892458931547546,0.5791698572470707,0.9391990586720655,0.9320168093848916,1.0,0.19540098190145,1.8541289514592671,1.5627113490658706,0.4628930498738071,0.4454900466021821,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8772708811956216,0.7818390289774697,0.567264312126667,0.942023064743308,0.937094600753258,4.0,-0.0673647764874365,1.999148856318273,1.7082032726076115,0.1609338344489046,0.0647763415886028,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8793870672437993,0.7589838594502814,0.5479987217279265,0.9432441080311595,0.9325106759270624,3.0,0.0176619677463664,2.086321688575628,1.8482217262970948,0.2600618382422894,0.2289302131591023,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8657158530793526,0.8015796298466997,0.5918245479156855,0.936090077436351,0.9341948334289965,2.0,-0.0571405145257968,1.8180918154848529,1.5105153156403353,0.2719295018588,0.2729284280014929,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.880265358293252,0.7596772643874501,0.5483852189314785,0.9434735287707432,0.932590149002611,1.0,-0.0586181209024387,2.1273600758528306,1.8778934214796503,0.1956934435469022,0.1453474034703221,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8756431636838061,0.7638767762240253,0.5574175217336951,0.9411197394401338,0.9290489201301004,0.0,0.2507921476976373,1.8895133621603768,1.5547749278713114,0.5016693222297963,0.515191032121622,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8702304215227337,0.7857171925341911,0.5765929953728313,0.9388037909395464,0.9308700035957638,3.0,0.2914866916834198,1.7717584694056383,1.4520779548521692,0.5683192252705142,0.6228775870707068,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8579348204900978,0.7778567388466181,0.5631095312225909,0.932808929923659,0.9225124151598688,0.0,0.3179157922827558,1.9136882860177915,1.5772871946428135,0.5879719683566232,0.606859321874087,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8658374381121515,0.7837577521165057,0.5796116219772071,0.9359222154774473,0.9309699635958776,1.0,0.1605275931180914,2.029853880778973,1.7284736415582282,0.4798320946151573,0.4321495897486125,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8776171774732097,0.7581869762866004,0.5437316444473124,0.9412692545291796,0.9303663805595184,2.0,0.181688850199523,1.966369182796733,1.6452347337815838,0.435117174890906,0.4266857404847249,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8762013404600207,0.7679343824982477,0.5574534008600229,0.9413465344773442,0.9302947814004954,4.0,0.2361430865195706,1.871857253083031,1.5644980928855785,0.4869082009619381,0.4800089374310924,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8783482234281031,0.7592512608677402,0.5509146548495908,0.942745442283416,0.9314983160711462,3.0,0.1694827622066893,1.9561801836281656,1.6154201016421237,0.4120831987037486,0.4195137774736436,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8726549276181845,0.7830299889486998,0.5690021029880349,0.938977075353263,0.9343798500144328,2.0,0.1777808401906526,1.8962995884486225,1.5636179628310984,0.4349966606693036,0.4227292868375263,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8702381968708537,0.7858000378119312,0.5755361847347719,0.9383904237992235,0.9325622790631852,1.0,0.1389850688944087,1.7548589246196606,1.426226456800279,0.4363120400060997,0.4723167530884731,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8715884056039018,0.798304387703695,0.5881853051055482,0.9402305831593498,0.9363007237598996,0.0,-0.0251791323088432,1.7040932816914895,1.4505317524054275,0.2380997424073517,0.2311796557049653,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8630754256234657,0.7696432884923812,0.5538415640083407,0.9362110432041952,0.9196525480784334,4.0,0.2577444511755836,1.7468528942231896,1.457405604885896,0.5597461985271097,0.5383020713071412,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8744498637720912,0.772301650862919,0.5555225463488134,0.9398182665923572,0.9320734127885072,4.0,0.2048019907621239,1.9184297749623704,1.58087876915554,0.4886908842493104,0.4828161012616302,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8772029478467922,0.7742942280466593,0.5601485078040696,0.9423982510213764,0.9315032604648807,1.0,0.142663777274952,1.907406873400048,1.6132627296336823,0.4089749782098777,0.3536316131634821,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8674880059074664,0.7877347553122599,0.5777826774394528,0.9380482020483982,0.9306100283973536,0.0,0.2954066664927968,1.8441997676428,1.5916390129815277,0.553137465710474,0.5287809890581098,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8761703945201541,0.7668711582477798,0.5536609991251663,0.9410298746505532,0.9302632750627042,3.0,0.21572333382502,1.8994683643066164,1.5649468027350553,0.4651506842823822,0.4822128072450584,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8785809543914647,0.7654784095092794,0.5495424998929983,0.941935354262001,0.9322899324693102,2.0,0.1080220800504105,1.982294798815608,1.6584063539189091,0.3771296793693935,0.380057650212862,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8746279641710328,0.7830364943755849,0.5653464407155728,0.9400708056469242,0.936176227252828,0.0,-0.0181781213221332,1.7589653852284912,1.4000836060226796,0.3079683287674217,0.2894525519371971,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8742323097079692,0.7882030448921702,0.577149152418383,0.9411931415109416,0.9348151663999564,1.0,-0.0215393505791243,1.8454280626064887,1.6043129428509546,0.2494176294999664,0.1587118663501254,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8671403339201457,0.8129270835878685,0.6026880824246595,0.9377903731877228,0.933728472885816,2.0,-0.0762068281761414,1.763694622951545,1.5489483004155578,0.2092424042897566,0.1186587685842966,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.868015476428174,0.801892937424175,0.588695933427554,0.9365575726968732,0.9349547809969776,3.0,-0.1808369350201011,1.8956300200351173,1.6467571682680244,0.2578890469175799,0.1945763335080448,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8646486496842536,0.8002391008696784,0.5859620074417294,0.9366583385944234,0.9299645550666272,4.0,0.3378620232256831,1.7589614008829744,1.5132074651774206,0.5968987225454809,0.534507890154573,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8669042528551861,0.8037969366205694,0.5897636413892366,0.9367933840582046,0.933299299222478,1.0,-0.0937649545862611,1.7837234894448308,1.5319630323220033,0.3411054140286167,0.3127789693343182,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8599379036251098,0.7567426505196427,0.5416935705768363,0.9339953046997628,0.9168896828214292,0.0,0.1099672549996084,1.991398703385856,1.6497640186114169,0.4068001975911068,0.3786499088151769,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8678570734883632,0.7868884227317644,0.5661772239487827,0.9369303866818486,0.9266863454912964,4.0,0.2058247062468481,1.945040916870289,1.6380065089926454,0.4541429253618069,0.4409099104498071,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8550398023213471,0.7636495910276971,0.5482916631404544,0.9307740444975244,0.9153894045508296,3.0,0.1676530166154541,2.0197708317949674,1.7000360612312788,0.5003811713008566,0.4551791205468615,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.877232818780605,0.7751593245168029,0.5674119292739439,0.9420915958628032,0.9340049636482856,2.0,0.0178646698674065,1.9894238935957669,1.7250850168350167,0.26143140978073,0.2388009777360431,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.876232992118132,0.7697780160473651,0.5581423685607514,0.9407555131538308,0.9308394435434112,3.0,0.1823516470625839,1.9234961053818127,1.6042044721567537,0.4274731126250468,0.4068328145289602,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8629481293135272,0.8095718642267634,0.5920875402082346,0.9338379915292104,0.9304515173072628,2.0,0.0980012068734837,1.871626588671828,1.5115184749180186,0.3595090623967377,0.3289623689103922,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8581609757291104,0.7634506921035761,0.5522291889972085,0.9328657587480906,0.9158065053354728,1.0,0.0408190928607221,2.077734070740735,1.7298748171994336,0.3167761482120671,0.3141561645305618,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8750916556323034,0.787741088229263,0.5780639084594076,0.9404082719065152,0.9346950723053196,0.0,0.1139077835990425,1.879907648486384,1.5633972978072568,0.4256096124800229,0.4440705680435696,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8796737485802011,0.7779707221538644,0.5605887715319015,0.943191979279213,0.938722604366398,4.0,-0.0682417488808215,1.9616297817700632,1.654618565386135,0.154051393457325,0.0826250278989013,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.880645354778471,0.716556473812761,0.5179543908692444,0.945781524028591,0.9311723457180018,2.0,0.3573569467163622,1.82015764349669,1.5202994767456923,0.6146752587556812,0.6145070009557311,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8810010534286923,0.6975661561762794,0.4995574174015497,0.946113238168614,0.926886084478404,1.0,0.2167910053477529,1.86297136293588,1.5722117716852444,0.4863822659399199,0.4860973628678654,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8910313347554141,0.7352102417542158,0.5364454487361413,0.9499643331375192,0.9424053546570392,3.0,-0.0034624959698796,1.9605206111914888,1.6694388881169688,0.3629068793669991,0.3017096184441525,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.88421391748992,0.7483562148564704,0.5465167098236845,0.9468776016830484,0.942432068556134,4.0,-0.1237797881466333,1.92470149905147,1.6341582678049582,0.3699577229535541,0.3183245667551749,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8871582128503942,0.7341922499472371,0.5366494116794445,0.9479476875691124,0.9417149501671744,0.0,0.1610687151457982,1.758976590784345,1.4775684354630998,0.4772886635636867,0.4772088510486871,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8790668904893955,0.7586965138715638,0.5615112869959441,0.9441234922382664,0.9422205123081951,2.0,0.072202711949596,1.7201302535622431,1.4418129147827252,0.393185914942283,0.3305282210072539,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8946393277612185,0.7039913059449779,0.5051560838203022,0.9512432344247534,0.939280930867178,3.0,0.0856839396222272,2.080478559468066,1.7746056339870204,0.3172339093309174,0.2640596540609677,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8861717435466987,0.7490243373698239,0.5421430903587917,0.9472403767092346,0.9444355032918504,4.0,0.1416412749462557,1.771641150697207,1.508606577449035,0.4633539249683864,0.3836030072365576,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8845340886942618,0.7423128252315322,0.5487905884725695,0.9467587119359758,0.9448377800574862,1.0,0.0384361823230847,1.766292652968723,1.502073228039301,0.3749089406792277,0.3196902769716284,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8899372473201979,0.7331363331734057,0.5267905091478625,0.9484719662701298,0.9434764375305266,0.0,0.1904166208949631,1.7765382857688663,1.4613524081461486,0.4896533795805557,0.4767694925333005,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8854179848141046,0.7344403778422122,0.533714494435828,0.9477091169930296,0.9390257583004924,4.0,0.347266902296062,1.7571107371834342,1.4700658249336562,0.6173781270509453,0.6285633851493948,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8876356507875153,0.7298091525217449,0.523130246700322,0.9481399672543604,0.937803243503604,3.0,0.2629008064641163,1.8503570797459967,1.5229327524104432,0.5127627516834687,0.4766159414498571,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8812532881305548,0.704677993044854,0.5023261459049903,0.9462100487350864,0.926686776042114,2.0,0.1457541668651915,1.9169467360472137,1.6136007051444667,0.4508753784601704,0.4396729642958482,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8868883901818341,0.7443001788148302,0.5475002901616823,0.9482395216553812,0.9422357096672128,1.0,-0.2286860313029579,2.090703924920245,1.7288796141070668,0.3656487185225854,0.3157835070384764,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8911700915395075,0.7297953022051381,0.526490872292898,0.9490408832352122,0.9449543651059354,0.0,0.094592231249403,1.876427284553954,1.5569982274703715,0.4039575131464706,0.3337338757325175,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8803744604736088,0.7131518054205418,0.517672076286859,0.9454221439317788,0.9328880954858187,3.0,0.3158283804795548,1.9092277216503244,1.5889443189404042,0.5825958719613734,0.5735604923878435,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8793690256354503,0.6804983975992167,0.4839472148871812,0.9457071830919122,0.92275505862726,4.0,0.0773407003921463,1.960558177433564,1.6406127720539487,0.3423580803720302,0.325133057148172,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8885931101055233,0.7343879985540783,0.5332716385833339,0.9479617855888572,0.945033395216863,0.0,0.1547195884944258,1.8204301179823985,1.4777624641017515,0.4434885669502695,0.3798314470329205,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8881450341253118,0.729107061194912,0.535154548065774,0.948192125472318,0.9441647233945156,1.0,0.2303236560355606,1.772185167853841,1.4560304778189708,0.5009695529965501,0.4528832986475909,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8799434633452174,0.7262006509545926,0.5350253580135327,0.9468389823831196,0.9300681665679644,2.0,0.1032294715668954,2.058828236588351,1.715743344518573,0.4188064813567168,0.4275003383386884,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8929465477913636,0.7175555715467463,0.5148658536311415,0.9501738415588382,0.940079861310427,0.0,0.1567737257859617,1.9204479562784715,1.5796307314441878,0.4586930695802987,0.4914871454546178,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8908580508062073,0.7309728085810339,0.5266453430392386,0.948997398275353,0.9452231209293488,3.0,0.1061202967757859,1.856335423347104,1.5442976960554786,0.4125067159180936,0.3389491101152152,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.883662323308744,0.6895332111159674,0.4944418985842556,0.9467978728831188,0.9287944383873004,1.0,0.1349045335102771,1.9861793654201103,1.674302356160266,0.4145407438774342,0.3897482430207106,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8780943619087962,0.7739758816658381,0.5780752154434166,0.944341587515523,0.9421063693241944,4.0,-0.0248040673437568,1.7680374144127031,1.4157346397453268,0.4225188613909781,0.3687256112076793,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.884946974307976,0.7560821502582813,0.5450239935783977,0.9461755226495108,0.9445648929122572,2.0,0.0975891808254236,1.744910924484312,1.4506974005396616,0.4052936844921176,0.3497514724584932,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8884843738812312,0.7139134053571446,0.516939707469355,0.9483762105996136,0.9369213997645804,3.0,0.3474398916689546,1.8183811799549336,1.4835935258346855,0.5897371609582457,0.5855354948302417,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.877904240271539,0.6913413759012925,0.4971447678262767,0.9457395566444023,0.9228640222971164,0.0,0.214962032185768,1.9077831812419104,1.61274295298552,0.5193184606167718,0.5011220094846204,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8795805115554982,0.6989930921227925,0.4960132508507914,0.9448425380786508,0.9259293285934586,1.0,0.1047070715630857,1.981052016091172,1.6632452070295938,0.3737418308555897,0.3485222855417936,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8921262708336752,0.7108457178364296,0.5166451276178412,0.9505384962681228,0.9412168801332192,2.0,0.3172569276909571,1.828884751615533,1.5183530512651022,0.5705446384745789,0.5792981709035102,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8745852894977735,0.7610334630126533,0.5674153651360269,0.9443922940520556,0.9347647590005188,4.0,0.3139982334807378,1.829362993862334,1.505898530508311,0.5711191817212613,0.5660100975711165,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8811653371353358,0.695158901879456,0.4953687826173707,0.9465779359519816,0.923802340620372,1.0,0.1240931591209929,1.9086185655630687,1.6039682127753063,0.4048052257961747,0.3831526469177391,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8912539633101514,0.7101002148661604,0.5007709945549106,0.9490084019525098,0.9353939278279966,4.0,0.0771006074955165,2.054236725163802,1.7460191504837417,0.3298956633142648,0.3101607218044573,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.884518075369428,0.7570105002410964,0.5568833697639831,0.9467839618977584,0.9413282822464226,3.0,-0.0033814008261026,1.830172221341641,1.507357178873136,0.487108208087969,0.4304760156029332,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8883267122988614,0.7325093763834644,0.5369740617456563,0.9481587714573056,0.943477527115021,2.0,0.1997609947426691,1.7414089060977929,1.407163486591855,0.4792441397396447,0.4611751639214659,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8844339591282318,0.7555841079731449,0.5473671995969087,0.9457789660441333,0.9446642681610252,0.0,0.1239950904402216,1.759204423003816,1.428996876132106,0.4036126684570852,0.3631801535298419,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8929562821532041,0.720549574790861,0.5163444145264011,0.949835808236148,0.9439258418858736,0.0,0.1374689208112406,1.8371745461618785,1.5145950245460706,0.4429932000867602,0.4168353082822172,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8888358032617355,0.7315005993424217,0.5270039802876652,0.9484189714603334,0.940721860994478,4.0,0.1594423074463496,1.8440000967390784,1.5523039478606822,0.480843927055234,0.4905008258322219,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8895111848213251,0.7262971103168833,0.5282274900418772,0.948459513926102,0.9429177429404606,3.0,0.254607793156959,1.8012589950851696,1.484482194513397,0.5131355393114372,0.4711771239495487,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8883154866591987,0.7308527126441364,0.5318539716817466,0.9488895195813628,0.9348627346715142,2.0,-0.0611168516933433,2.151239952252403,1.8313949796973048,0.2194864572258146,0.1788761409954545,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8738408054925813,0.7835784512145465,0.5868565669735722,0.9423530151175796,0.9398524410784884,1.0,-0.1114324210388806,1.7631537948673193,1.4115974195961107,0.4013626848996533,0.3523726688080716,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8789572169550195,0.7076523483501357,0.5083109420628513,0.9447275400130388,0.9279559385036176,3.0,0.1640698958458067,1.9471453464885016,1.625739456221599,0.4501246482837628,0.4343311391351335,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8795115069111241,0.7567152081889003,0.547348224464097,0.9431216911240266,0.9409162625796184,2.0,0.1369629953847504,1.7056154381127009,1.3959332347401083,0.4192853856567776,0.3319867793587053,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8937126412252447,0.7070022067682766,0.5066488278611331,0.9504483566841108,0.9356668485141904,1.0,0.1760177009958177,1.9439362208650504,1.5896437472054827,0.4391604153178292,0.4124316591850089,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8913330681743588,0.7129800530181409,0.5082944187588079,0.948842189248118,0.939654975221822,0.0,0.1885834756022347,1.999740835539387,1.6424718827842038,0.4746419830216605,0.4934449078202305,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8799177610575708,0.7028269463826964,0.4979769001154543,0.9447576684008794,0.9292191050117308,4.0,0.0840003314766756,2.005235854547803,1.6845462118033705,0.3293003957193953,0.3543263300530103,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8711835537089833,0.7795938969895476,0.5714888720190437,0.9392995231159844,0.9299781535508942,3.0,0.2573854339856409,1.8795585574840872,1.5254446654514124,0.5074132654884388,0.5115435566361128,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8532896099432772,0.7816756580612211,0.567278745615866,0.9308665502311426,0.9164808530847453,2.0,0.2841266240422593,1.933678484720204,1.6041236824998868,0.5350104136150251,0.524813940378813,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8635702032019333,0.8096915103312651,0.5941741598895626,0.93631681977243,0.9262325544167028,4.0,0.1728026098912274,1.945525803258369,1.619026377302006,0.455454080741287,0.4348616037518071,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8714682125188296,0.7917509212999226,0.5737856354196731,0.9390239260101884,0.9297804796855832,0.0,0.1622032381919123,1.877737533718259,1.5943099889547243,0.4608080756663446,0.4602012580314116,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8707613771247753,0.7888764618202682,0.5694094630276291,0.9381858202192456,0.9290195649410729,1.0,0.0741387955856706,2.0259180577118223,1.712524425444382,0.3396039153963103,0.3520326014626289,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8739425416071045,0.781195639260062,0.5649765547293495,0.9391799962776116,0.9315004865996236,0.0,0.1306599906879605,1.9680484182274096,1.609048779518076,0.3933294017726025,0.3640860279535751,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8696919312588075,0.7917719511965328,0.5714555137099859,0.9375451838661985,0.9302609366597951,1.0,0.0950262289893896,2.007141883525815,1.7125328467892078,0.4184574109632107,0.4213667229405418,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8674494692240797,0.8095289257162557,0.5934471826139093,0.9365994543775245,0.9339876654054056,2.0,0.0296981029273448,1.9251875693636245,1.6401436429846254,0.3970561119144433,0.3559039601140101,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8587793751175967,0.7835968215680287,0.5681697420377398,0.9347443971130736,0.9169927781777124,3.0,0.1885836494457281,1.9511775092431969,1.6832728563124617,0.4386907774054707,0.4828358945498996,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8695942179855058,0.7966925840074132,0.5835840150172065,0.9376150650103732,0.9348181476411264,4.0,0.0789421270334056,1.967227444963116,1.6551043226181876,0.3505147337109127,0.3181366310203277,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8543221008722678,0.772870467109345,0.5570585769940679,0.9309477399786776,0.9127792030643808,1.0,0.1019767138915566,1.981719642987893,1.6634118976422372,0.3687302938742587,0.3444483570704799,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8732020922311504,0.7878062863877919,0.5758839174991968,0.9403149786430371,0.931955695636869,0.0,0.0011455240449333,2.010815775227992,1.7211103821760594,0.2763630781737554,0.2726960001898434,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8714659772304778,0.7866100250228164,0.5787048910341256,0.9396821578960808,0.9296685836980908,4.0,0.2096345921579538,1.8789788152247964,1.5908470575021525,0.4865607579639067,0.4952359279281244,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.861030454601314,0.8141651026788868,0.602504299780879,0.9345826044112412,0.9256534186926364,3.0,0.1163200537593616,2.000064107386461,1.7026486179585645,0.398552474793739,0.3800439909700849,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8732505242891736,0.7807623768134399,0.5698472569445331,0.9411971260509284,0.9288448006490044,2.0,0.0201988450439724,2.0581386989192745,1.8011657475016916,0.2563727967083597,0.3179101842102155,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8513521202810241,0.7713951051598118,0.5601114716324278,0.9310658546475384,0.907862830328514,1.0,0.1618583690499511,1.924171930761032,1.592227113059674,0.4435514120449895,0.4281779850026811,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8653714466935296,0.7725471833660841,0.5544062428770143,0.935464857245152,0.917965724668988,2.0,0.0833959172826296,2.0143265567460507,1.6848655533660457,0.3363983966107512,0.3051794032721282,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8689020808430272,0.7671332225553488,0.5550991923372997,0.937664673598436,0.921493856665207,3.0,0.0584026435437475,2.095183405545982,1.7649780547638456,0.2899346981131062,0.2712463943037434,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8652720889772257,0.8052353533777027,0.5854563752598156,0.9361840930769444,0.9285439675714476,0.0,0.1955817874728788,1.876597864668438,1.5986871904881437,0.498000532185829,0.4926485094582634,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8672931153372694,0.800006780039052,0.5790067928783174,0.9366237739021506,0.9294876855795632,4.0,0.1479554052467846,1.9189066235425127,1.6024208085681744,0.4012413162574237,0.3569927622634637,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8611694108195567,0.8237767887761315,0.608203007185212,0.9348788084777192,0.9298463402931012,2.0,0.1686994036674244,1.83548079917858,1.5766145526637712,0.4443055947620362,0.3599415880343485,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8681065018554339,0.7926755555552971,0.5860590804241326,0.9377866667985414,0.9317055938903044,4.0,0.26836957372711,1.8099354965042904,1.4984090032237944,0.5450461822997177,0.5508674520146907,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8644137594873416,0.8040065168150187,0.588182483258325,0.9352882279662292,0.9301993420760728,3.0,0.1473166664021873,1.9275205816179024,1.6485468296205514,0.4756503075274685,0.4865360305612808,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8675361554966806,0.768939890612906,0.5545111031126163,0.937281343663744,0.9211328900473098,1.0,-0.0761883546494088,2.151540988722184,1.821217033083483,0.1404808597706506,0.118926846224137,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8545803447754861,0.7628743852943249,0.5476487016270396,0.931523445944768,0.9099769914053404,0.0,-0.0795689860329045,2.150933579172537,1.8257280129722544,0.2544766088926832,0.2327962401611668,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8653901747217941,0.8072517117986753,0.5871777207169507,0.93534483434816,0.9290351765958283,3.0,-0.0830621357638423,2.1729196372073947,1.7639417594035052,0.2854157376298374,0.2705272641213027,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.870007931823448,0.7974558679739545,0.5817800554629927,0.9391691319102656,0.9315281342432062,2.0,0.0698468436663466,1.996176596550532,1.7462362493311,0.3030228309081619,0.256654685019837,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8631530892935826,0.812275364858264,0.5942576590811841,0.9357193940307804,0.9292224650571508,1.0,0.1830373861933857,1.8480620831883443,1.5548551927830956,0.5018080644915228,0.4996910204404141,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8679368091506259,0.7880772072443635,0.5818090827576017,0.9377032148798712,0.9286059405086186,4.0,0.2214399975901813,1.9320347472586907,1.6219585911562295,0.4892176824542904,0.5142538341277989,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8799555058020473,0.756107962376632,0.5445744539077051,0.942555740591795,0.9297801678192072,0.0,0.053482088495473,2.073023854365272,1.741486290071987,0.3741236428624568,0.3766265304470266,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8647852690485478,0.8076260521133556,0.5915481163177172,0.9354517129021948,0.9309412432469376,0.0,0.040153765597548,1.8573239000580408,1.5603531122319412,0.3360330200839435,0.3352792890354553,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8552092177798961,0.778798979373158,0.5620119912168048,0.9319590672859376,0.9126996153894142,1.0,0.1985901836096419,1.90191364783304,1.6009209681853276,0.4648870572357521,0.440710238407301,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8603778596535154,0.8320947498607904,0.6154246783742312,0.9346725027331038,0.9316631626615194,2.0,-0.2044421162671397,1.7852274556510963,1.527402144794506,0.1283057908228257,0.0922741705563013,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8706433459959025,0.7793651531964003,0.5668834862898304,0.9388825930400012,0.9237709884514668,4.0,0.0566526958332876,2.049361379080436,1.7238013676689536,0.3381744641086225,0.3331019396822068,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8664902765414249,0.7998005130844918,0.5798195509239228,0.9358603413442286,0.9300653568588092,3.0,0.1057947607922376,1.9883084416524444,1.6654201127633748,0.4452930548043012,0.462820723314618,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8581703551649493,0.8248981645248545,0.6064125524095981,0.9329517109382032,0.925401660419682,2.0,0.2177466167300231,1.8367358670868,1.5476363379890168,0.5022343170190156,0.5032281091693795,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8665433106764973,0.8150371576727634,0.599231812087398,0.9369165945531692,0.9311215225090166,3.0,-0.3032778811757968,2.105279914353059,1.787387888136227,0.103712023905833,0.0680383334158789,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8628962904367952,0.8147992075347993,0.5931631182701131,0.9341038885251332,0.9295763285226044,1.0,0.128338000831401,1.8978750865645648,1.5687598922882424,0.4042357755703314,0.363619602348734,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8615980980812082,0.8079168777695598,0.6063301428169756,0.935350813455266,0.9302366419613616,4.0,0.2685376328552082,1.8033230955462016,1.5168784700280762,0.5420899693294601,0.5369414173864752,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8505922499244363,0.7852491420470961,0.5638342702114325,0.9294936090826936,0.9114989283234326,0.0,0.1145815622461072,1.9464260600658707,1.6388543337359234,0.3677153538510697,0.3577568580395542,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8728058922806334,0.7841942664472978,0.5619129295985928,0.9383822283077714,0.9295501683543596,4.0,0.0573199052178396,2.0525727444148867,1.6845475078576244,0.3572132255517883,0.3474053872711422,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8551775401709064,0.8255832538012493,0.6015639485303929,0.9312665311662992,0.924140555200992,0.0,0.2974972176316112,1.8000939086770806,1.4886412732277594,0.5670580875840434,0.598581067450235,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8551464480157165,0.831351379958292,0.6131480107461627,0.9307779147053538,0.9291016683987976,1.0,-0.0863681082028751,1.827227419648458,1.555845595874464,0.2563402150182164,0.2299703759215969,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8472598648516947,0.8331530155124719,0.6052651344989229,0.927577228933849,0.920115062520707,2.0,0.202840316660848,2.033182339951602,1.6958130213347444,0.4672017453199093,0.4325002456510302,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.858963571621234,0.8301390427826176,0.6159748888538473,0.9331214760102112,0.9321548260159392,3.0,-0.2039300499042455,1.921329618881544,1.6605189444141264,0.2793509146022919,0.2604237914003718,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.614865602962039,1.3707223660845822,1.0357162787296184,0.7847977323320829,0.7754624836376731,4.0,-0.0961877447504824,2.0000877289662613,1.6253808249802906,0.3574352174947975,0.3258956693301021,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6690714714849827,1.229071086926312,0.8789674669456927,0.818558571560593,0.804305525491751,3.0,-0.0830789019977726,2.2362513860827624,1.8506172106528245,0.2580045208325213,0.2002921385116631,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.666776004117265,1.2642870547119964,0.9261063636326898,0.8172973860580774,0.8163193840348222,2.0,-0.1064464733956689,2.123684440460982,1.7303316862589295,0.3201541337750335,0.2786554887281962,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.585106709506855,1.3443417937050135,1.00580511319584,0.7657613559671428,0.7496519108504457,1.0,-0.0506633012401667,2.287484256102004,1.914111618243801,0.3125831874548608,0.3629232758981419,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6285160981674196,1.3594402235774157,1.024217182624538,0.7935797635118669,0.7872096063507555,0.0,-0.5588835400377408,2.186170765219749,1.702496071898046,0.3277294361227842,0.3143872154920362,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6387832257060795,1.319463589091967,0.9794489666809508,0.8000134936882268,0.7970942306607839,3.0,-0.0476450765009248,1.831012132820556,1.531463269429984,0.3304603701101825,0.2827263694100511,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6337967888061646,1.302014543216334,0.9536574662823372,0.7966200404274217,0.7872410958546393,4.0,0.0138821564540093,2.146306183092387,1.762882389747854,0.3284234052870749,0.3051149762178133,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6892661207578831,1.235961704436803,0.8974923151542201,0.8311610083604728,0.8299830629895394,1.0,0.1640869152624759,1.869265209298592,1.4894869863647249,0.4805523244270352,0.4664851398725372,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6422076421153773,1.30265782659745,0.9583793606420348,0.8020026113615457,0.794364707758812,0.0,0.1696637734730705,1.9319634262240168,1.536675614902554,0.4265162572233546,0.4155957300232272,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6315027641565277,1.351461646212286,1.0162072499455617,0.7953319391657465,0.7872078924674643,2.0,-0.0232419260682652,1.9058740798257607,1.50622966762691,0.3795875427942187,0.3665975531894191,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6248703953858337,1.3565129443511583,1.0208313981312875,0.7911717292939087,0.7831190872323658,4.0,-0.2146060368202655,2.0642653038123497,1.6167834798120402,0.2916209665038922,0.2582499801794217,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6533516001703388,1.3034973317114842,0.9560413142734548,0.8089589281222315,0.8068179904078862,0.0,0.0100591205135109,1.8577046701094648,1.4820622564165729,0.3657922003890553,0.3175068409716264,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6558763278790459,1.2850544787530034,0.9432705316413204,0.8106296492803923,0.805163409411548,1.0,0.1524914070222255,1.9460209037880507,1.552170987809382,0.442455456900637,0.4576581389189448,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6159173693264374,1.3588686780705077,1.0110914312956258,0.7854931330532642,0.7800493711530303,3.0,-0.0056857870162265,1.8082603343968624,1.486194066450172,0.3643712095821975,0.2887212168513283,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6236495538154205,1.321149759954111,0.9691275491880575,0.7901403947082786,0.7838157608747215,2.0,0.3114347024035262,1.863157809442312,1.4650644770579972,0.5719392152469939,0.5820025521965604,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.651308054185277,1.313533970933518,0.9743461484347852,0.8076409223062491,0.8038924722730791,3.0,0.0631645628828369,1.975141415088057,1.579516633960231,0.4309904591570823,0.424909641121769,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6582532253943683,1.272429255408108,0.9246040889855686,0.8119061603657113,0.8080211483437707,4.0,-0.0031621662157959,2.1662094998071706,1.8002033679398215,0.389473079588256,0.3634465056165657,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6928945244859562,1.1730155603634016,0.8392299192805246,0.8333292801479846,0.8105817497644202,0.0,0.0984287874075576,2.074036105398774,1.684733289228237,0.4250752332884802,0.4080797397413355,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6592187092753572,1.304819074175467,0.9687526736758136,0.8126258881241123,0.8033768841300937,1.0,-0.4915004001934828,2.4048370925165825,1.9574194013329085,0.2745270431841918,0.2457694109836493,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6901909831729163,1.2336830047981413,0.8937140462540355,0.8314392444882316,0.8312063083324416,2.0,0.0329328658045917,1.984617301938852,1.582056676101192,0.357969794507496,0.3070536196190053,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.621838416891115,1.2798519096014218,0.9331300944574662,0.7893348300609112,0.7721152867575565,0.0,-0.0487387070299263,2.1323816874658537,1.7588066203778518,0.2788324065048954,0.2733011199239477,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6098762613544035,1.3134606241902382,0.9810578669677336,0.7820501280810851,0.7588612544708362,4.0,-0.1918860919192917,2.3760599811500454,2.017398375381462,0.1121708320162322,0.0651996566756346,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.607890929097676,1.3233181270850547,0.9755083790710208,0.7805910740917515,0.7797611377459789,1.0,0.4453937465731188,1.7603715957439912,1.3767091448692277,0.669024900109985,0.6461580952780561,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6690362580533897,1.2668232281060177,0.9310235374402984,0.8186741324868088,0.8176683465648397,2.0,-0.14020439185694,2.052219998539204,1.6249521702068488,0.285664311115037,0.2939602354971815,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.59593891510334,1.3211232265493478,0.984778921712449,0.7729685847534686,0.7496969594277298,3.0,-0.1176538116760377,2.277960499519422,1.919292119855884,0.1663504651080767,0.1880400696443007,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.584443932306173,1.2955262638670462,0.9393569087828336,0.7653064483389094,0.7552957443498078,3.0,0.0142042475679833,2.043759558572995,1.686244468200077,0.2812878435105216,0.2462809010878782,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6307041824400859,1.2916566713638855,0.9480966432600858,0.7949766795052398,0.7874800474567711,2.0,0.4102243024661095,1.7976518146856195,1.4462539242400614,0.6419091837834736,0.645597775328088,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6253797597702031,1.327440241298067,0.9805650384745436,0.7914316882632231,0.7831813245327053,1.0,0.2362277823089418,1.9144572155068968,1.54901448299301,0.5071991309375482,0.4501582611432188,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6139595148515815,1.3694582813553122,1.0325693323331877,0.784188714514965,0.7730294368679806,4.0,-0.202683761498057,2.119338592811406,1.6843682387787628,0.3365148928967639,0.3451236282457553,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6341784341532489,1.2916825903939122,0.9566094834152616,0.7972713809688253,0.7713446618480974,0.0,-0.0276492265461822,2.166882033613294,1.8244704320016767,0.2529045245227451,0.2666355830088495,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6584359847380957,1.2829986637187238,0.9337046932068368,0.8120646730544367,0.8085680909557545,4.0,0.0166652951123622,2.068553559359133,1.6651271321568046,0.3554268626728141,0.3211043380066164,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6775712474679061,1.2544255354337683,0.9171614733142708,0.8237732909858787,0.8246126511623099,2.0,-0.0634691090401646,2.036528346129656,1.6317489005420038,0.3493062619513805,0.3153607925870649,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6627110740348668,1.269189624536859,0.9274116284186266,0.8146722210040864,0.8098899626950136,1.0,0.1659888561660524,1.939870433571268,1.536968398823675,0.4465823982429689,0.4586663889518885,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6830772937414633,1.246566886553118,0.8982303508962056,0.8269519065986835,0.8255204582702705,0.0,-0.1694989428686877,2.233309380137887,1.7603245089437722,0.2538446064065145,0.2535476959615215,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.670322934218813,1.2837270581572915,0.9443052773774652,0.8196129674690742,0.8105924915778333,3.0,-0.3451986992029379,2.315560949950484,1.899758499939396,0.2869320690832532,0.2726406254213868,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.641229311677291,1.3138134421089744,0.9596532375273474,0.8013934928938365,0.7997676533927277,2.0,0.2050025732520866,1.844527872409745,1.4839860396176288,0.5150635148254621,0.5234276740725194,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5956491359432751,1.3093595378165137,0.9710032242285106,0.7728963808740179,0.7621021391486977,4.0,0.3592415423157454,1.927929345128608,1.4991929082337083,0.6435247929913062,0.6649926990353288,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6624533358290163,1.2836283766715142,0.9406400577248474,0.8144995409685633,0.8112815843681201,3.0,-0.2212833123270658,2.202064922124726,1.7499426934137283,0.2463109108701307,0.240771847061641,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.615058927544903,1.3746985602450548,1.0367132812504942,0.7848212676591104,0.7719714638606433,1.0,-0.0509730560248489,2.0293189547679145,1.6417395981340108,0.3444577464824082,0.2915708027557865,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6614727397346385,1.2840594557010632,0.9357168567287668,0.8138167284920387,0.8107943185709774,0.0,0.0621510897893243,1.9125173238811235,1.4898432903456515,0.3856000699964229,0.3752170842613388,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6543331816187565,1.2825074058725268,0.9304988602590348,0.8095384616896273,0.8003800128960132,4.0,0.004622985768923,2.1200924123594005,1.7074475309312815,0.3201629323438086,0.3091172446154915,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6615434414040391,1.2389098659619988,0.8896952767609823,0.8139093004301314,0.8003939823273044,3.0,-0.0664433854940984,2.246128843484152,1.8546234995497464,0.2567862657952055,0.2019669391959556,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.649937003501253,1.2843452233458292,0.9353486521556318,0.8069694984192795,0.8057575321812883,2.0,0.3267171915973517,1.7804372752749962,1.3719907418986454,0.5991904169423271,0.5782612141109617,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6897311605477892,1.2279753807982805,0.8824735019165819,0.8309946347785917,0.8262197508027397,1.0,-0.034980034869823,2.1445126670238674,1.7240000804327311,0.3056239539894393,0.2944507163350182,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6343380807516903,1.2613806881038598,0.917388556840794,0.7974619441993311,0.7904537779112694,0.0,0.3516664883371275,1.8535877263557976,1.481157574452264,0.6072971670834661,0.6081737369877847,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5473823268177058,1.496959690746246,1.14320576031768,0.7401246692514889,0.7380584084981309,0.0,-0.2133246681762937,2.0777256304732763,1.721876985946999,0.0697577326185179,0.0617477151574362,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.555544672252883,1.4647639923115618,1.121247159182552,0.7455499185120982,0.7463742654920886,2.0,-0.0742293857421496,2.0806249251991,1.690510271858206,0.3010312623370005,0.2711227551063853,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5491939218901976,1.4721438022397253,1.1259856789394675,0.7412840258737046,0.7404701900683142,3.0,0.0370218369940166,2.0451106439042044,1.677791251364065,0.3244239328797119,0.3146921924029,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5502962529530823,1.4872442547335132,1.129045941627245,0.7420111085878633,0.7409282587154853,4.0,-0.4211307054109194,2.382766816145169,2.0453706489198566,0.05579965854186,-0.0362786515244714,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5455369455546111,1.5015910667150574,1.143932969511501,0.7388298170474861,0.7367005697866476,1.0,-0.4267211002216668,2.1983474542017016,1.80552197180754,0.1071182496203878,0.1136308280126201,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5141987357428732,1.4672204903506767,1.0996375545488244,0.7174376382102375,0.7181504189244671,3.0,0.2542427061946729,1.9637541074307256,1.6174739748262008,0.5199750388776054,0.5115851737622108,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.535336718021562,1.4935694273215776,1.1318211585048803,0.7319062401343721,0.7211857240525575,2.0,-0.2530108479871611,2.329119141363653,1.997520065471272,0.0082935470745,-0.0536124241012027,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.4654212388620695,1.4965025066001507,1.1415955280318069,0.6824953692342755,0.6772000035310483,1.0,0.0917291700331121,1.964792253886388,1.6137366949300216,0.3696720296846654,0.3701874759489086,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5072882365252738,1.478651771533018,1.114025092203778,0.7126475234976692,0.7176901592933638,0.0,0.1930438245646086,2.04929885890378,1.697461102695567,0.456640792890609,0.3940973616087425,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5019395196557628,1.5429916860044677,1.2079568902367783,0.7086761832461244,0.7010700995722261,4.0,-0.3072378078736295,2.1057679689847144,1.7356586060782175,0.2087031227586993,0.2460643766621237,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.4699190177618162,1.444544133899522,1.0900608650315728,0.6858800495967841,0.6770319947876179,4.0,0.0600533564551634,2.092934200716148,1.733541855186347,0.3655140137241851,0.3534262625800322,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5441060707922301,1.4626413410852954,1.109764754734946,0.7377928761110095,0.7402361751378631,3.0,0.0850160144610958,2.0923775218332312,1.73011093384824,0.3860405974232915,0.3568893633228521,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5624681765131474,1.432818836725484,1.07837675326023,0.750193028690315,0.746937680471125,2.0,0.1699770303208939,1.97834095518374,1.632569101214573,0.4498722297524284,0.4266146279423258,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5416478540307959,1.4858051579385665,1.127628532766164,0.7361733999107425,0.7331184847485325,1.0,0.0269645887546827,2.06692279459582,1.7168549118629988,0.3828079271129488,0.3771900262524481,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5376092661572528,1.4824139333755215,1.144365676148378,0.7334403112487224,0.7284501492325763,0.0,0.1195752302898071,1.9525172915042333,1.4223959402808268,0.4255485332389359,0.4099066886902445,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5889872372219647,1.4240899298276262,1.074062434956843,0.7676055522377742,0.7686063762303211,0.0,-0.0909904718242875,2.143277212215179,1.7401664032553537,0.2328229647450273,0.2250865967919606,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5370888496635036,1.499683647760621,1.155496844227103,0.7331542672567274,0.7302522494425335,2.0,-0.40472135498578,2.1828241673383943,1.7971879349739346,0.1065213511459426,0.118018839425382,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.4821389609490139,1.515794871326699,1.1603978764396976,0.6948062348582345,0.6998695770855945,1.0,0.3538375436726589,1.9012179999287635,1.563159804089957,0.6197513515914017,0.6223995980505864,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5589397178811535,1.4556761045290327,1.0977023012039095,0.7479055988893429,0.7428013011836133,4.0,0.1437558411195751,1.9695949423484416,1.6064484682460145,0.5114126592949623,0.5319853372553388,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5532415587587132,1.471834569354902,1.1158044799081883,0.7441397766432136,0.7417733412617038,3.0,0.1037939570275804,1.9847395052549408,1.597553525772727,0.4725722055623594,0.4713673256028403,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5294597263694039,1.5204146607913993,1.1686113803036595,0.727944852018993,0.7242751126632102,1.0,-0.3567264724936128,2.145077529897216,1.7833224216914825,0.0093911322488444,0.0142530549283848,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5364752921272964,1.4954725664636708,1.1546872083763906,0.7326431192474592,0.7303217172549539,3.0,-0.4541099316245316,2.317371174777291,1.8510083020959964,0.2367820097972278,0.2515152086468925,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.463195743001719,1.5234025941916416,1.1768998945533176,0.680718882833599,0.6809260119902665,4.0,0.1770068326857895,2.1307188376932142,1.69195011424204,0.4645174001419679,0.439281071660583,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5649493641751765,1.4360266161595463,1.0845042991781388,0.7518101640468364,0.7485862513421541,2.0,-0.1999071083499346,2.3502693426237227,1.9642106424735128,0.164181232481085,0.1546079944925033,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.4643654777737025,1.502459959893238,1.1466824362049155,0.6816638708274589,0.6767343611659883,0.0,-0.0619968183688572,2.159954577831135,1.7680284542658615,0.2249349704744341,0.2192398239672317,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4692659074920762,1.550555383276155,1.1862693549142218,0.6853911549640503,0.6881811366399853,0.0,0.3539074024105128,1.832345869484017,1.5485821122419718,0.5953053563941347,0.5089338117525456,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5831230059356356,1.429137462097945,1.0719820434265546,0.7638215562423271,0.767155946545686,1.0,-0.114637951998719,2.139124431559639,1.728762266714711,0.249552825074577,0.2142765118050026,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.4500089254256791,1.5286282416749533,1.1868500781769489,0.6712103648077119,0.668899000717838,2.0,0.3815029832714248,1.8628722207029256,1.4878337423341534,0.6335454448297568,0.6442706932204947,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5059242119130174,1.4796004101996574,1.126578909983939,0.7114584924753842,0.7170078628846027,3.0,0.0871789316342678,2.206163906189057,1.8834377477518776,0.3866217988455674,0.4050778356338004,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5205086940088173,1.5089872816414984,1.162169666974608,0.7216290188536982,0.7143930439937762,4.0,0.1459123175353299,1.9856516913223647,1.6070242542847302,0.418916203156298,0.4325021455665904,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5810233903957663,1.437975358836113,1.090932261230158,0.7623806149179965,0.7647137271027703,1.0,-0.0671339498044256,2.105667331165045,1.6300518445876766,0.2457761799745417,0.2098538626890295,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.4632822981874938,1.5268617876123705,1.188391028293069,0.6809244237199648,0.677884016775964,0.0,0.462585664736393,1.79578044763977,1.4295610455301682,0.6864356672849945,0.6790627834138262,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5701567575152301,1.4407033021247562,1.09136588856333,0.7552609365361213,0.7542014264788287,4.0,-0.0555573660708537,2.1793776497278388,1.7453913410834367,0.2467105158840264,0.2445229001112869,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.551442667888022,1.478448304788359,1.1321124007896797,0.7428708331157448,0.7429181772412032,2.0,-0.3417685206433782,2.0722034539604066,1.713316845292655,0.1647606584428899,0.1849147796768106,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5224751163743959,1.5092689095653875,1.1645036177509698,0.7230798557207143,0.7175056711150966,3.0,0.0531715960102706,2.068679722618474,1.7215128874875076,0.3754590097844246,0.3895311465589825,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4712910716594757,1.4625222469944426,1.1094575188073854,0.6868275794286516,0.683466456486295,4.0,0.0633854678736078,2.0766982073401543,1.7015556423432117,0.2874203979033052,0.2812588215721444,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4752482634343531,1.5002179085920322,1.1672573048563182,0.68975612471166,0.6824202430898632,2.0,0.2367479997234689,2.0766805132413606,1.6337655081493938,0.5458333624832814,0.5557635222008377,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.538688558367906,1.4819760265014574,1.1263475016496105,0.734030262973437,0.7315009202544307,3.0,0.057456134003878,2.081983070637277,1.716037670540641,0.3351586268940543,0.3408292713169185,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.4588868779656394,1.5200366951909088,1.176689171139526,0.6776782501501939,0.6753116688057035,1.0,0.3085411746994303,1.9633997692684904,1.524496659028184,0.5838574208344308,0.6048203441268145,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5262680588011379,1.5260854007716,1.1652647467921262,0.7256517908930517,0.7242845508653538,0.0,0.1106074297627629,1.9205991019074824,1.5738972462496152,0.4401007540831287,0.4311426086240437,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5599772963617473,1.4625127615941564,1.1106809380808038,0.748464567280267,0.7498576961317946,2.0,0.1069961652787102,1.9418879305430443,1.5615066910294495,0.3851543164693923,0.3338041959889549,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4600597897306331,1.4508685159499637,1.0955570301593711,0.6785247609581813,0.6671441842598422,4.0,-0.1174178115499338,2.198626269048878,1.8314566922983329,0.2132490691008613,0.1997633380518532,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5489239647892012,1.4501680085586712,1.091699818460732,0.7410669463318107,0.7282387681672307,3.0,0.0930609458812872,2.066600925805586,1.6383342796418732,0.4185654581697574,0.4252124969412258,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5317835730003158,1.4624939409539022,1.096042366507841,0.7295402636567145,0.7341754500484406,0.0,0.1601348972927293,2.04294530014988,1.6350624196085646,0.4598877726583542,0.4216598097895097,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.4700463011977527,1.5147453352413467,1.1623268575834165,0.6856970105085007,0.6836327831768707,1.0,-0.0867140414874612,2.15520982345288,1.796671120870967,0.1852020758886484,0.2040177492515267,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.898811278374382,0.6894269873488148,0.4977991947044293,0.9545160514807564,0.9466567371824368,1.0,0.5159507054826298,1.531396202520189,1.139532639720886,0.7199270869103032,0.7269537182852629,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8960733970927113,0.7010204889879077,0.5063536038994666,0.9532203583442312,0.9446712073193037,2.0,0.5326124550103425,1.4846633535288492,1.1153774292482772,0.730652678752672,0.7349702815777948,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8956394120579432,0.7010527392566517,0.5114034672368947,0.9528367864562872,0.9450213523268004,3.0,0.525337144020932,1.5088267165607097,1.1369503185843193,0.7252414494166106,0.7297139006575553,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8999929140473445,0.6912388965323699,0.5035021530431799,0.9549531635185194,0.9459585569920382,4.0,0.517472920487964,1.4774043147789624,1.0924163817906518,0.7201312191342357,0.7258869904761687,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8994497969375854,0.6917966516257326,0.5019599424405288,0.954586637167386,0.945859802987472,0.0,0.4530945464253522,1.5843799434044608,1.193173025743265,0.6763757670337813,0.6855884899986571,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8978698624705042,0.6975456006715132,0.5018705543634809,0.9535116883343308,0.9456505863854272,3.0,0.4996257491401995,1.513492364395587,1.129816830623701,0.7085881950390862,0.7239935414947344,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8940538906040179,0.7010307132992558,0.5138300280254962,0.9523316852351044,0.944371479156606,4.0,0.5694215617703189,1.4788962732522215,1.1005224295814122,0.7547632782737281,0.7502300413724697,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8971604550543553,0.6949018298962237,0.5007621276356641,0.953420582904454,0.9449869989884684,2.0,0.5005222214608072,1.556856822785182,1.1654383460894584,0.7085194425039723,0.7093987733423194,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8979288961855343,0.6916572283836974,0.5085564935305843,0.9540311185695938,0.9440750171733372,0.0,0.4941564174122863,1.5721985411154966,1.1466817451977025,0.7053402442025152,0.7104671677533755,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.904935951371259,0.6740103119030117,0.490927282719903,0.9572657317903182,0.9480790987558924,1.0,0.4343300747444332,1.5989563445929995,1.1852028940790391,0.6640717382145453,0.6661546567367341,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.893466132101844,0.7079538548304829,0.5121511163526578,0.9520557977481302,0.9430509427687176,4.0,0.5670386075861515,1.4430233213204475,1.0975529063589526,0.753659977021933,0.7649745690677123,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8990902290766235,0.6876468937809501,0.4985098310698016,0.9540921936850406,0.9458690759525537,0.0,0.4765380781561613,1.5997576904372777,1.1920861456064868,0.6914874505639477,0.7018455713131699,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8984909190796859,0.6937272729070856,0.5054451485232457,0.9541744660452394,0.9462446238455416,1.0,0.4724926575225621,1.568668482534029,1.1939148738443277,0.6898422648754312,0.6810932017225813,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8971524750748148,0.6969494153561575,0.5069692403581578,0.9538225501880132,0.9452754077635466,2.0,0.5393117100779828,1.4780525798119062,1.095990512564718,0.7356044931933943,0.7414780309009626,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.901034533063374,0.683663075175186,0.502148926643215,0.9553722748435904,0.9459775019416224,3.0,0.4746772555666179,1.5785462610901675,1.2030000285589708,0.6914211028935325,0.7026747328600075,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8986035709772145,0.6940041865022114,0.5052287517397164,0.9542842673298262,0.9452573625554216,0.0,0.5051687940173176,1.5125434441127503,1.14402306696807,0.7126707308775051,0.7033670990235797,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9009447381965812,0.6797174836148394,0.4906929319722763,0.9556010437905884,0.9475277320618908,1.0,0.4638491445938549,1.632434291888016,1.232868143152336,0.6844118320105549,0.6848053168690763,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8958219517025776,0.6972724595982515,0.5053926715645365,0.952912278483054,0.9427102186408006,2.0,0.5448251225776586,1.5029889640938972,1.1167611593103306,0.7386601014797778,0.7379613906792326,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8997607630629153,0.6915826557193189,0.5030574985023225,0.9545475985089096,0.9467581257717708,3.0,0.4558186853102839,1.573216017774941,1.1630122332312822,0.6826783540906679,0.6916732953134462,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8969256735824203,0.6995972716498748,0.5048676030506446,0.9533475033749528,0.9459669089460764,4.0,0.4878321276128341,1.54161727860776,1.148710199196779,0.700005341179606,0.709444370492951,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.903447228517272,0.6728838494815799,0.4930092310068589,0.9569095063684276,0.9486637292647048,1.0,0.4712530165150497,1.6059402610838187,1.2106498808181567,0.6878277712090012,0.6953333724938388,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9003105094525203,0.688731548682936,0.5037371182031515,0.9552545376371234,0.946114319320615,4.0,0.508902731090136,1.503266670844391,1.1174982307011356,0.7144794338441892,0.7134654656804748,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8985695495058301,0.6927703613956685,0.4988458183143296,0.9539518581775654,0.9442806201240098,0.0,0.4941565657355063,1.5394009935326975,1.1500203088688734,0.7040872703186193,0.7099023824801123,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8986054803626365,0.6943836347234762,0.5012421881065042,0.9543635131190424,0.9448961630444924,2.0,0.5100175473383949,1.503242586712799,1.1299126067642422,0.7174556861619996,0.7203162185251569,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9017071587293086,0.6861101033793192,0.5026422600733345,0.956046550802939,0.9455259182509608,3.0,0.4933411354480818,1.5047536487569553,1.121597006198407,0.705449983114883,0.728995997676324,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9048610026857586,0.6762402099753553,0.5000158466920106,0.957602115120296,0.9480053502709336,1.0,0.4603208274111441,1.542356206395504,1.1374971488395649,0.6858021727088522,0.6973807872743403,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8982162528656153,0.6918104996026319,0.5028363620057299,0.9540699849763624,0.943912147353402,0.0,0.4870826855311105,1.5647756325476112,1.1787830288690353,0.701767325912887,0.7106806145184154,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8958305975420686,0.6986772510272563,0.5092125588099902,0.9527527211521836,0.9447620447303916,2.0,0.5092340576245168,1.547324163041905,1.146412556370125,0.7145785428580056,0.7130183685389936,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8983767189207285,0.6866741299763086,0.5034385081186044,0.9536096279304134,0.943600689673073,4.0,0.4478525111122605,1.6621287783162206,1.230178192603372,0.6778163797319936,0.6900786579726025,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8983642265777898,0.6979322535103714,0.5076972219966194,0.9536485302796902,0.9456099645632888,3.0,0.4377176830771191,1.581880481091558,1.1792081091886877,0.6659740938467513,0.6720018331341688,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.893744471119606,0.70826074856288,0.5098571791509277,0.951742786558281,0.9432169651150198,2.0,0.5486582547464697,1.4643500195542671,1.1196822416616616,0.7407512031435715,0.7514301521051697,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8943110713888056,0.7083031489071182,0.5110547970265685,0.9514803341163268,0.9450379249989496,1.0,0.4739489966833543,1.562675356343941,1.15387953780928,0.6911841201487493,0.6864188670322919,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8911265857721954,0.7158027899785423,0.5149347188861599,0.9502832600647668,0.9420904445232032,4.0,0.5483725619806789,1.4737289034007397,1.1135700569640734,0.7407401770631794,0.7487394759684947,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8930430630514026,0.7108112179706149,0.5074403395283759,0.9503441378354912,0.9434591318251038,0.0,0.4948500229140283,1.5461979625339406,1.17635716616153,0.7069452923022765,0.7016310180536763,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8975287314601107,0.6928847709065916,0.5000210757297524,0.9537915294968184,0.9451375886521908,3.0,0.5365859344372756,1.5060830988016405,1.1393312168407548,0.7331455905702733,0.7266608695634542,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8973338218446609,0.7001152055834372,0.5044518457418231,0.9532673739214944,0.9444905984066656,1.0,0.4783219016024504,1.5364797325489097,1.174684077316974,0.6979798064817317,0.6990203135386998,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8988849071646483,0.6933996137125389,0.5056051212821604,0.9539731121111948,0.945937371216179,0.0,0.4859419339229457,1.5399521433045935,1.1438284812333688,0.6989825642457219,0.6944213889462605,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.896930317480444,0.6983066048378316,0.5051165442865205,0.9531749094668044,0.9435225627738092,2.0,0.4908508456115471,1.5457802982222286,1.151157775258158,0.7029543819381762,0.6962857552439483,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8969442229217852,0.7023699692315051,0.5152591654579313,0.9530671720470532,0.9449382713267436,3.0,0.4763701136839219,1.5301949996872577,1.1082457559849272,0.6925730988884009,0.7060742191062999,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8889738883009562,0.7223705365009703,0.5232560320323787,0.949292482416266,0.9409606123227994,4.0,0.5692739918899625,1.4431467837487506,1.0807391954029162,0.7562931540371435,0.7577761069247945,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9001792130998721,0.6882930540605865,0.5009678481002693,0.9549999788741996,0.9475143462063688,3.0,0.502588172402932,1.5209801366395672,1.1100109483842011,0.712885988483053,0.7212852077758908,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8956878349897496,0.7082048976153565,0.5137749306446643,0.952354883109283,0.9446366927728146,0.0,0.4836569748038114,1.4999723382388708,1.1161621349817987,0.7053413746638164,0.7203207469600807,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8999436184520925,0.689265121964448,0.5002639010320313,0.9545850761818068,0.948099111034889,2.0,0.4361253117188324,1.6172414660582488,1.217936452804037,0.6652888929317267,0.6654011637860637,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8964203238750673,0.6988567386644435,0.5022638655405359,0.9528150098708768,0.9459606995101066,1.0,0.4949489887120388,1.5495259810608015,1.1647881648636036,0.7058287926604843,0.7108241424784045,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8937848453581536,0.708817825259486,0.5117862330188829,0.951422117540403,0.9423053744083472,4.0,0.5228901593038415,1.4994714065248511,1.115940108630867,0.7241662447820394,0.7309450037949796,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8733445513971573,0.77016750971318,0.5656412981350083,0.9410029243121828,0.9316881044630614,0.0,0.507627626383537,1.5525272232453384,1.1756235248367553,0.7145614565902021,0.7232656245822613,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8831607050228987,0.7356406504917734,0.5344727188634006,0.9456591979615138,0.9363631876281016,1.0,0.4224346848165016,1.7114219874474943,1.2813157078621151,0.6609011329519853,0.6706877790398236,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8758800852427772,0.7642351135550742,0.5567514556244999,0.9426145312486156,0.9353126238679672,2.0,0.4897927023050462,1.565849198743151,1.1952165961835268,0.7026318399279312,0.7123343163302698,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8764925584966177,0.7688938097085279,0.5631365908892044,0.9425468732082628,0.9350059222723394,3.0,0.4942913872764151,1.5056548588491012,1.1284753988877256,0.704795005288901,0.7011858081262962,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8774651101057258,0.7612156323590106,0.5576194057235166,0.9432391549287296,0.9342056152165026,4.0,0.4826874500656106,1.5621076692332412,1.1875919336092542,0.6967976849099333,0.6991999514807804,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8737478194766239,0.7720032050386211,0.5607928714053819,0.9408387516880052,0.9332427188798652,4.0,0.4958276091033522,1.5458869222337894,1.1452872913942445,0.7052134038548665,0.7243938559234995,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8863553204363789,0.7318600516846303,0.5399152091876507,0.9471826837592048,0.9372903936338935,3.0,0.3938433179758071,1.6946777666959587,1.295318570689792,0.6355076240523557,0.6609572557866175,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8752222993751776,0.7622621583200837,0.5545163142969154,0.9421982093174976,0.9346652564581398,2.0,0.5088269485926684,1.5662535547789769,1.1704870847634623,0.7183429488017703,0.7209767718795198,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8738829344436705,0.7727723840663977,0.5676666111891944,0.941364746205983,0.935535799438314,1.0,0.5257359323768429,1.4886096053872937,1.0925859399054851,0.7270326000349654,0.7132582471200627,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8843760043527238,0.7399086196236025,0.5377577277556714,0.9462153159177428,0.937978920173848,0.0,0.4234601262629005,1.6452267168085395,1.2584620785467278,0.6551880655949239,0.6702673780992746,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.87512194578243,0.769005286669484,0.5679343954311231,0.9425698393964692,0.9356132509801218,2.0,0.5506727144169051,1.441849309546584,1.077790345913186,0.742974297488355,0.7480497120977805,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8728826809845919,0.7755002327785778,0.5641457004578851,0.9406297493298946,0.9336767112859152,3.0,0.548734851840549,1.4569605959555438,1.1155618987955032,0.7408208217525946,0.7445001706968154,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8863093955956327,0.7343421620534711,0.5444868104377056,0.9478845611275776,0.9409337088291612,1.0,0.4450596140287501,1.607771197704683,1.2114137008665429,0.6689847981530296,0.6626365886607698,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8701826777960661,0.7783547096410092,0.5673790125865465,0.9392962037145792,0.9316635603965892,0.0,0.5322610563026253,1.5243261143464448,1.171303494348071,0.7296810095987436,0.7326167487413352,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8802227464172229,0.7523347926140065,0.546264614917338,0.9441424038857432,0.9375495535060006,4.0,0.4415225000400414,1.6256693971956842,1.221261040929174,0.6700467861727482,0.6622563239725535,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8765081622364402,0.7583047502836852,0.5506377390443774,0.942350122646747,0.9365356315869682,4.0,0.4420254657148149,1.6716702735820703,1.2479860580954794,0.6690524816335711,0.6781205167692618,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8776570657576264,0.7648910126962014,0.5554966424600547,0.9430856196675584,0.9364305001427456,3.0,0.4912910929303761,1.5057421197141994,1.1373266686807346,0.7043696541687882,0.7088128992607464,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8837449881287114,0.7417100848468123,0.539990103022504,0.9457930818582966,0.93651112922323,2.0,0.4281147488312067,1.6403898630542433,1.2159372077923405,0.6576753740496253,0.6860250803481414,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8782625702380862,0.7608311821611992,0.5546864236879536,0.9434486523341749,0.935943944880939,1.0,0.495605285875172,1.5253591396947417,1.1635064915260334,0.7048624139112077,0.7084160217436427,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8825734927663181,0.7458396215831248,0.5500820295294837,0.9457054529544872,0.9355712382672474,0.0,0.4822275847316235,1.5572699474534255,1.1685810713943745,0.696029927457313,0.7099224651450606,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8701829588971445,0.7849476278963755,0.5734026048663905,0.9391495983301,0.9308990592138128,3.0,0.5453286471277279,1.4533823782957889,1.0989245759302722,0.7386288171194781,0.7402791406807631,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8712370039752337,0.7785716991685869,0.5647155299812976,0.9395326544950168,0.9333508432666762,2.0,0.5201680869235618,1.518089203955717,1.1531202959094211,0.7214739152131098,0.7272513837464798,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8843471805791738,0.7403881581690359,0.5452610230621413,0.9467266884909392,0.93883360518711,1.0,0.4517755223989194,1.5990511858419816,1.208512272528265,0.6802021801601752,0.6947576438983172,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8772456426945109,0.7687715254287111,0.5628631432192231,0.943009803873638,0.935052687509882,0.0,0.4526479429031852,1.5442590407650678,1.16729311330987,0.6792809096755406,0.6830921726285494,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8783535399323447,0.7651201220415424,0.5594530344043146,0.9433340161537144,0.9351505271400694,4.0,0.4489072950825696,1.5536616554826932,1.1665225962701726,0.6746122286355394,0.6890428396286963,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8766554590558553,0.764071866797269,0.5579955690948839,0.9428158261294342,0.9344957181811412,2.0,0.4811103506538983,1.561680611073577,1.1768873051625215,0.6961129347104482,0.7111567495538146,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8769821287540458,0.7576886575584467,0.5549058207520021,0.9429437917790656,0.9359376416022632,3.0,0.4936588128457845,1.5852840652529852,1.2110169276799123,0.7036920744521384,0.7161592116775869,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8750079195849843,0.7677254494762933,0.559580882502992,0.9418654464000884,0.9351954356965252,4.0,0.4911668199454387,1.5584136053740316,1.1442685770968424,0.7035509622817253,0.7127476461443788,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8729167734879595,0.7700964267847782,0.5658972456804482,0.9403230787842368,0.9328055266636562,1.0,0.472674850012287,1.6186843813820266,1.1900998232858746,0.6878141170851104,0.7039132518496559,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8795313721381282,0.7665007238000473,0.5638237062582119,0.9437791424452516,0.9349676969543824,0.0,0.4126715116579744,1.5547896147947633,1.1604835351734812,0.6521231823216634,0.6645516396402766,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8792492858037082,0.7596612456349509,0.5538311783340026,0.9437849029658598,0.935669658901256,1.0,0.4358308673679572,1.596477748718374,1.1936678565010002,0.6658198708709917,0.6815994338361044,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.877855250814766,0.764059688080908,0.5596142677688919,0.9428579754525452,0.9339394180969556,2.0,0.5189966414904739,1.4739900934607473,1.1095108794570725,0.721273066843581,0.7329662935474841,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8733843377125184,0.7676250265273121,0.5659088664122489,0.9411448160712657,0.9333026885394172,0.0,0.5398416165901804,1.519631649131589,1.139856784086708,0.7350302309462362,0.7430088266145646,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8754752023119776,0.7681941464644707,0.5623687022458806,0.9414866062200852,0.9341071927870356,4.0,0.4645671945094975,1.5826398310925316,1.1492658444991333,0.6871054972246071,0.7016307679400017,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8801506985392097,0.7573100907752711,0.5570674302990872,0.944242760811998,0.9376432467640448,3.0,0.4680602064771422,1.533613429751593,1.1676118481652022,0.6863329018076717,0.6853373507585977,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8781121562700692,0.7675836635279866,0.565115311114344,0.9432221855538492,0.934366246020001,3.0,0.4755749190843874,1.496383387508337,1.1113389197788708,0.6960168362803265,0.7095981435328571,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8749461076848384,0.7666429557311663,0.5627719030270611,0.9413622050193856,0.9328353000580588,4.0,0.4864535512804048,1.5751081746007711,1.1798130580633277,0.6981951285130494,0.7129662902260212,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8784081733186104,0.7617154689187637,0.556600264330109,0.943117407942572,0.9345323655477394,0.0,0.4546797944392359,1.5747606684927795,1.1775285667098383,0.6773058415342292,0.6954430160772128,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8739598453066479,0.7721504626795271,0.5700265530538549,0.9416833567634624,0.9343889795795794,1.0,0.552692666235864,1.4520142022134088,1.0600874278031016,0.7444829429945741,0.742449633348157,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8792073960811592,0.7624153929864693,0.5551584210589925,0.9437096539670786,0.9358478374555612,2.0,0.4373947235870924,1.5703454945501325,1.1748825542395016,0.6708272954377432,0.6823041025048695,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.874094707733793,0.7708455207687095,0.5613945736487269,0.9410614875792448,0.931850350268572,4.0,0.4778855220153131,1.5755556641718744,1.1822602609988135,0.692772464918302,0.711581183928744,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8868326452575661,0.7344347024464953,0.5398541321744232,0.9472271976244772,0.9397527514161624,3.0,0.3890371485068907,1.6587663316066985,1.2436569116250469,0.6316851505719446,0.6549497860093124,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8802512099281409,0.752497794536044,0.5483624446697996,0.9438682192975378,0.9345081899049,2.0,0.4177289858882171,1.6573673580472363,1.2611531242026277,0.6540538185747886,0.6793948832173483,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8712068630287275,0.7831120718658203,0.5686424624651326,0.9391752522807092,0.9309269840815746,1.0,0.4685110239468401,1.560916537496768,1.1712901478431634,0.6885891774980127,0.6986957734339704,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8751750543676275,0.7618802855308119,0.5553768133444145,0.941793026493,0.9348259541766188,0.0,0.5061539625586748,1.576781569531703,1.188888143946963,0.7118117813770871,0.7093937925694922,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8974064152173145,0.6979798200862665,0.5171483866991413,0.9539555198650504,0.9457258754123824,4.0,0.47649332777202,1.551314947692466,1.184769153791671,0.6970811465354434,0.7084169905705598,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8988294849696608,0.6946971160257992,0.5116679621284281,0.9547854848712396,0.945234709087098,1.0,0.470107967447993,1.5534163450243708,1.1635052803356432,0.6888121059381522,0.7024490086039485,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8943468410387513,0.7085748284156584,0.5149787260594004,0.9521997416359778,0.9447157536642136,2.0,0.4852267981766149,1.541290515903966,1.131533591573335,0.699973621314721,0.7077830768616573,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9005750228266927,0.6841458225636454,0.5042564966299791,0.9557281317277756,0.9450960680247787,3.0,0.4515567560955325,1.622676734782257,1.1831360152410932,0.6771818893308206,0.6829928673509466,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8971143267176765,0.7040264576100875,0.516529305406336,0.9536261570520932,0.9457313110379943,0.0,0.4171982642264257,1.591442138652179,1.178223852040163,0.657943301042411,0.6784615082072954,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8963956270885899,0.6990154368230914,0.5137841337154507,0.9532989256873596,0.9439946345861916,4.0,0.452468595327253,1.6160716451826895,1.1990769391745504,0.6770559742515174,0.6904145335553177,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8905077894132791,0.7224235366838024,0.525194209220954,0.9502951126019548,0.9431211023664506,3.0,0.5038214696622216,1.5003665372948882,1.1560799950545144,0.7104407340586809,0.7028615461793015,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8866010827264081,0.7350881130722365,0.53073994201932,0.9481929930897312,0.9402470836438754,1.0,0.5277095195076875,1.4698590588928817,1.1184893215522116,0.7267204976334231,0.7160778570896184,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8969050890557518,0.6938751497571838,0.5114549281689279,0.9536847534706548,0.9455195132998108,0.0,0.4915660648555884,1.5861676716975923,1.1594216291903248,0.7014962634465789,0.7016270019251288,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8917368835819471,0.7146512566660955,0.5201232438299441,0.9511769388898866,0.942695283507974,2.0,0.4943649539987297,1.552083235427374,1.1839161584872733,0.7036474295727904,0.69776389854017,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.892427841123558,0.7102126979127537,0.518192111182858,0.951517406959414,0.943432739858794,4.0,0.5150885225784352,1.5381284197206386,1.1602464601749218,0.717860101645405,0.7291185675363111,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8882480877051052,0.7267726549383761,0.5250608273579452,0.9492791539940532,0.941827963395788,3.0,0.5165057262683661,1.5119468527827495,1.1564531075429787,0.7200426611561579,0.7192654502566034,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8943568477770883,0.7036819629136485,0.5167010107998645,0.9527932959490344,0.9450539513365436,2.0,0.5112251390889522,1.545385500369338,1.1619665401419603,0.7153323245238576,0.7286403025097852,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8915596858964068,0.711531295537626,0.5200084802778254,0.951258696787565,0.9443285287677086,1.0,0.5259567541753628,1.5332808641910394,1.135421452502168,0.7262459953810846,0.7237485884876539,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8884000515864138,0.7286748388930657,0.5345430674161111,0.9496657304500002,0.9398275171649912,0.0,0.5472875292410653,1.4434881919654776,1.0940007928108353,0.7418687892119912,0.7438948403166707,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8888047927320853,0.728273671319668,0.5320675463776292,0.9498583113389744,0.9408219872401546,4.0,0.5351550602791857,1.4548346825005667,1.113748881797873,0.735694683853506,0.7365521381599613,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8972438836720327,0.701192617280655,0.5041879402931663,0.9534994901421264,0.94387886899552,2.0,0.4198360704175694,1.6123855766061668,1.217798702923823,0.6556260128906642,0.6692084462922095,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8949973766987841,0.7048760061948123,0.5191790265167369,0.9528098554744422,0.9443347342499592,3.0,0.4940605062008564,1.5433142319505733,1.1375691786330036,0.7063358292399755,0.7069583788094852,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8917640578420597,0.7111556357321999,0.5178187226112466,0.9518424935016624,0.9435510563284956,0.0,0.5348595761278396,1.515923293296566,1.182259651171066,0.7346409831099593,0.7272106120230103,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8942043956712312,0.7065228351125522,0.5182817432217585,0.9525158748718642,0.9434954952652154,1.0,0.4927783558100022,1.55355996542582,1.1817730323390478,0.7102189531779219,0.7059709334269365,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8928733830131892,0.712434209165442,0.5205595228842564,0.9513645266019876,0.9432582691914434,3.0,0.4705331641047406,1.574488645857506,1.163095450229725,0.6875744327793281,0.6953020522774966,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9006238313783634,0.6883404938294002,0.5070561855968602,0.9557383026733948,0.9472866993514488,4.0,0.4439668628004011,1.592715539863262,1.1747028832946207,0.6744509651996784,0.685694209690856,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8931493357025627,0.7123711681765815,0.5240852556746312,0.952258210646944,0.9433262349785744,1.0,0.5187096069921192,1.4933201714220092,1.0939011632053193,0.7221724576642174,0.7304805822290484,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8897797548930841,0.7202278094327897,0.5261399161431258,0.950303189039622,0.9410162195900124,0.0,0.5012996277610116,1.5487807095868953,1.1580928927026246,0.7087889986118752,0.7212542410831172,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8893391325865485,0.7189545910206289,0.5194213110995365,0.949748825351451,0.9429920709186622,2.0,0.5151555458335686,1.5485530008028805,1.1920248904926216,0.7181027276907717,0.6995918924832342,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8905921891740392,0.7149756892349985,0.5207986806943501,0.9507447537200452,0.9419274524235322,1.0,0.5342591861054428,1.5141906488463086,1.1434952388015351,0.7334303738006127,0.7338782439379002,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8895251721530543,0.7258678473766732,0.5308377860800024,0.9501016864201308,0.9416620926500312,4.0,0.5417647664811266,1.444700482188071,1.105721637047906,0.7388673845607122,0.7466585975945165,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8937447421126533,0.7106681324317701,0.5168722309326125,0.9515425064425695,0.9425350564791866,3.0,0.4676597290464521,1.5675277651479242,1.1812602691424212,0.6863086310579973,0.7048730765652054,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8958402459544885,0.701604803785749,0.5137789189437169,0.9536475879893797,0.9444907660389784,2.0,0.5152364550428565,1.5138464280974244,1.162215911355003,0.7187511385224816,0.7183433049318977,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.89632316476494,0.7022051692701837,0.5122122821962335,0.953244266402752,0.9426121136011012,0.0,0.4810841576318616,1.5413881668071174,1.1526963314334444,0.6971846037587012,0.6996719237290742,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8914475992681061,0.7240010290617619,0.5249412476696498,0.95044277584354,0.9418528561204256,4.0,0.4998842275273266,1.4665490983263367,1.1210226810920552,0.711146989362251,0.7109025236843116,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8895768110100849,0.7223902133088574,0.5265202415351842,0.9498734441723322,0.9411852200346488,3.0,0.5325583330983903,1.4871102845925486,1.0904623862226015,0.7311751122069081,0.7335751568727817,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.894545445956515,0.7079962805784624,0.5131269305648916,0.9521728657237962,0.9441213150187214,2.0,0.4455218922373951,1.6001560485133528,1.20325771833506,0.6710472627199515,0.6649809069366345,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8862882397085501,0.736678146486714,0.5313239365235066,0.9483131196112892,0.9415455307171032,0.0,0.5185240576809225,1.4751640909331716,1.1128249972751691,0.7219752301477464,0.7278128007058565,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8888040737944035,0.7205416818132476,0.5233433230200466,0.9493639879108466,0.9411095604488228,1.0,0.5445291567803545,1.5027773806506275,1.1135786795408982,0.7380616345118953,0.7502583624303115,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8895665183549668,0.7246621742559024,0.5191075577105517,0.9493094272883942,0.9427492254668528,0.0,0.4988204990227267,1.517351118418849,1.165357686736438,0.7090635651674904,0.7022982981886545,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8931161971113745,0.7128538183312622,0.5138042039813191,0.9510480503307656,0.942181111377,1.0,0.4879642007240993,1.5376532201979536,1.1526853257949083,0.7000028228944202,0.6990477515099072,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8889303078729323,0.723776482512725,0.5146435865985866,0.9488112660206892,0.9408462200815982,2.0,0.4650785261102401,1.5962280137535072,1.1973892474739496,0.6846814248860278,0.6941660048736198,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8977217489859373,0.6983240562101061,0.5087754334394682,0.9535079130605624,0.9445276677420132,3.0,0.4136935127149144,1.6355834440253318,1.2247923147066078,0.6530224041283506,0.6639416609038283,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8940745674613805,0.7093073109426953,0.5180532383161027,0.9525061744458284,0.9413483904679248,4.0,0.4954039931177697,1.5294797107962137,1.1166367329495963,0.7092183700276374,0.7258531209183517,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8902850802090512,0.7209289466633344,0.520111530091336,0.949457938031288,0.941024522935372,0.0,0.5030635705288302,1.5239024817100315,1.1406389968752595,0.7105404588467895,0.724333853010591,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8945524640720498,0.7035683873533431,0.5159211648016542,0.9521322378620842,0.9421250992285316,1.0,0.4416648857842413,1.635617803853508,1.206879762479676,0.6729988533208894,0.6746229106184014,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8960675859778356,0.7012883238898887,0.5051856907956473,0.9523331358954142,0.9437041657979508,2.0,0.4383374666600709,1.6257789173608514,1.2522388958999866,0.6660911717301541,0.6698438747322353,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8875704279483707,0.7242446208021084,0.5225869817714554,0.948181098238635,0.9418405719239116,3.0,0.4935998802149306,1.5863241822432277,1.2136534029563055,0.7026764177953405,0.7079731359221756,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8939141202835241,0.7121876129515585,0.5222297421921309,0.9523518043602458,0.945209117565936,4.0,0.5250104907028657,1.459245264486722,1.0824513790266217,0.7250319136456447,0.720271126042061,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.87460657938167,0.7664035534300551,0.5708747614809027,0.94206626524757,0.9332433379611558,4.0,0.4397279900896228,1.6562727993397284,1.2240000982853976,0.6651256897172152,0.6757630002621632,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8760563972306312,0.7613595125507799,0.5658275525249727,0.942990421982496,0.9327607810340212,3.0,0.4514881039004063,1.6440451044622666,1.2406293193053846,0.673292681683087,0.6917500236168521,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8727513537242528,0.778952559907284,0.5718821520864547,0.940851813339626,0.9333262430439092,2.0,0.4219390692980094,1.621193671708889,1.2778944414917757,0.6513158075867771,0.6435302725778371,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8725062015800775,0.7733866023894207,0.5687968576603392,0.9409142632304472,0.9324140227378356,0.0,0.4672882111680735,1.6045675450426735,1.1768923578554449,0.6896674847773097,0.6989876584171906,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8702165307321582,0.7834342898452792,0.5761006055644691,0.9402700662428364,0.9332075830561888,1.0,0.5020318817336056,1.5328157568712988,1.1692807690967584,0.7094869937928401,0.7167390875105683,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8777399753659011,0.7545404476171489,0.5533722925779121,0.9436090117836876,0.9343482237170172,3.0,0.398640328456923,1.7319426137778542,1.3058806769417526,0.6383223772849947,0.6487060870103447,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8740044045376889,0.7778952220170038,0.5738465453922906,0.9419123759901308,0.9316650782379936,4.0,0.4502928459615147,1.5583014490950922,1.1750777085446826,0.6750409089320679,0.6735382638620631,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8747591437337727,0.766429105247152,0.5713268810504484,0.9423737176688372,0.9335564814626408,2.0,0.457666597080634,1.6234827111760497,1.2231643235077447,0.6796936382294005,0.693095752412802,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8686836083809395,0.7839896438211821,0.5743277369248507,0.9384563661933184,0.9315869414852022,1.0,0.4737611809724499,1.607514779160731,1.20402177876747,0.6887160994594211,0.6945926282663054,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8737778284827845,0.7762869057023876,0.568359949273705,0.9416008395642964,0.9334925289312336,0.0,0.4779772415485098,1.5378648084982234,1.1646261858221625,0.6926760586820004,0.7172828374981328,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8777877516491102,0.7651792761669514,0.5628320718256703,0.9434676258123204,0.9357676778786396,2.0,0.3908566073503079,1.6494449815727543,1.2516085515712858,0.6329545652194717,0.626186365922684,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8737382210714901,0.7717330369191167,0.5685323988727009,0.9417047304835188,0.9341850994020332,0.0,0.4558640125307281,1.6100885615007174,1.2105106016653542,0.6783787201670207,0.6810756116794786,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8682044751337552,0.7842750633452746,0.5761034779413046,0.9388997985507384,0.931876702709843,3.0,0.4969617221419052,1.5807479722938678,1.1837540880500963,0.706082749123526,0.7190793216551816,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8769724600550416,0.7587769031164776,0.5640833864686686,0.943572876919616,0.9357658255209896,4.0,0.4567542209875792,1.634202347770298,1.2470527785102812,0.6780924352983182,0.6848591161149208,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8774413875735879,0.7590693931607909,0.5659382119236002,0.9436573559585424,0.9360877194872332,1.0,0.4457722616120847,1.6344688777486516,1.2053710038291952,0.6707134891954831,0.6709578760549862,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8760154707288199,0.7574478205596181,0.5606699385688705,0.9429350143427128,0.9379240178272348,2.0,0.4522659300439036,1.671953985513036,1.2527258853606764,0.6744413262170701,0.6700662074711589,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8760613462291302,0.7647693096707832,0.568591583114813,0.9429024998031176,0.934033435931887,1.0,0.4126589899919255,1.6709686960621053,1.2751060303344763,0.6503322605645145,0.6702254537368075,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8743941632791735,0.776931766822606,0.5749598431947396,0.9422397474784412,0.9337791120853514,3.0,0.4363424486584447,1.5663758216205528,1.1662339855789592,0.6728262268652758,0.6766779706072586,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8653135758520606,0.8008416748670713,0.5833800863423723,0.9367692782628654,0.9291582448947276,4.0,0.4985625549471694,1.5163144033063358,1.1671271905677152,0.7061711941675162,0.7148275577648897,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8763841483759872,0.7643908234772391,0.563922644492597,0.9428960226808272,0.932279462965294,0.0,0.4207609457085652,1.6547566744862332,1.2500880644042809,0.6521465104270701,0.6758503638327624,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8665056094897389,0.7931521547033172,0.5851827013727879,0.937653350762078,0.929683956544321,1.0,0.5076009992912043,1.5348053573692846,1.1622288567853365,0.7124858261096423,0.7166670807157478,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8724849368832052,0.7751556418897765,0.5724979538712619,0.9411205669556642,0.9323561139616752,2.0,0.4496209065518757,1.6228047082014811,1.2331245752289866,0.6723331434350595,0.6808685103876729,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8725515213038194,0.7799717614095856,0.5698315252752975,0.9403273610396644,0.9319559828653512,4.0,0.3988108276705199,1.6497713339124531,1.2598069590937375,0.6360339087869551,0.6472329113970254,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8735176756924588,0.7750263042205568,0.5736593245625896,0.9417466692583748,0.9318911861783252,3.0,0.4370584285184316,1.615664803892457,1.210589462211904,0.6709568085716351,0.6892931834029714,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8770708299487201,0.7678666450921925,0.5685707290361204,0.9430124615294524,0.9345815049078608,0.0,0.3634579607260798,1.6817203919291908,1.270818501523881,0.6148451878891257,0.6280762978898818,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8735479042387921,0.7670011292816938,0.5649695294343926,0.9416286479965524,0.93302048520228,4.0,0.4595326481714941,1.647830873617681,1.259109123109165,0.6804120083764018,0.6855067655401297,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8721545647031324,0.7744003846790521,0.5696212262133807,0.9408213360805484,0.9324614948698676,3.0,0.4355632862988722,1.6564683777914009,1.270580669644525,0.6632501927143691,0.6730243601844654,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8757371915358255,0.7709225079760277,0.5640529787236538,0.9428671382610756,0.9341751904590928,2.0,0.4413705164052688,1.5860250856917557,1.196156181973259,0.6717487237011328,0.6824932272276499,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8690194330542143,0.7860705192361581,0.5748670955471398,0.9390064002191464,0.9333822885721372,1.0,0.4936857463522272,1.5511791379552653,1.1632082864969064,0.7028223217590384,0.6996616124928293,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8734783835661317,0.7702380134062262,0.5607563823308547,0.9411090849797684,0.93238799299259,0.0,0.4312311621926271,1.665628763517098,1.2751072675305626,0.6628217877692603,0.6755851466575366,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8685164479256156,0.7857827346378653,0.5782808285256408,0.9381380715340932,0.9323557353791432,4.0,0.4473464966422571,1.6371067907168713,1.207476453614121,0.6726864485113349,0.6702242486811908,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.870930270932511,0.7855750424555472,0.568419981258182,0.9392388541867276,0.9289108948849678,1.0,0.3894230935216429,1.659305456465604,1.264282177876909,0.6365142924487907,0.6417242363125247,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8711994644140121,0.7860233536194732,0.5754183056695862,0.9399167196248012,0.9321904531037044,0.0,0.415937118546971,1.6021572065338323,1.235648479951336,0.6544746006221124,0.6459426822946861,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8693072020311039,0.7882832935299251,0.5802500659510447,0.9391396999968352,0.9313334646779372,3.0,0.4396829045681593,1.6044666330431707,1.2247362110849709,0.6699003522306453,0.6819956887908469,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8705364099429064,0.7874047172565987,0.5779624107591386,0.9395924621821872,0.9287217688877464,2.0,0.4382612613256257,1.5790305685879509,1.1593779062350726,0.6725989220767817,0.6791388583316327,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8680290564061733,0.7870930775823449,0.5759384088313628,0.9380625917349495,0.9302884925897555,3.0,0.4586412055249939,1.6213181193380592,1.21812214573474,0.6776669649563818,0.6976371578943809,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8749713084139689,0.7672142374333312,0.5705007728085463,0.941742171629831,0.9334707661113468,2.0,0.3857988332639386,1.7176291236840937,1.2898405303879157,0.6293944311863147,0.6531458443874211,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8718398696552409,0.7751653310801387,0.5649248238674335,0.9405103446630916,0.9336727149201745,1.0,0.4385895835171781,1.6519328891453304,1.2461557553909564,0.6665708756194211,0.6676949109520781,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8649208985494239,0.801812292993551,0.5798536354068065,0.9363324954596752,0.9284374876138016,0.0,0.4417271147473443,1.6020044843340702,1.200237703466792,0.6661865198343716,0.67847914868365,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8715150947262286,0.7804072965630142,0.5741067302279832,0.940465022015703,0.9322335254812264,4.0,0.4627254873569837,1.5847548143500618,1.207644005672318,0.6817576240752943,0.6887953689704598,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8681559286677832,0.7917248158406087,0.5815486983113535,0.9387705964520744,0.9291714729319198,4.0,0.4709236173075314,1.5625622067502691,1.1474421172994889,0.6917428959159039,0.7160800796439857,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8677347408838458,0.7946129810692653,0.5722131570350738,0.9371370537757212,0.9306383723458213,0.0,0.3916924718470528,1.6617630574578004,1.2782717568208293,0.6330986666114822,0.6428826879329274,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8668165718161038,0.7872859568705793,0.5753541828938191,0.9376046379591064,0.9295880517298836,1.0,0.4522760324654707,1.6543437151057396,1.2730274284025038,0.673711869497868,0.6770693117790806,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8669544775221684,0.7931971549533327,0.57615456167654,0.9376551262139012,0.929640903864506,2.0,0.4416145406369304,1.6223371793068144,1.213423272785848,0.6699783571230065,0.6886159607165766,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8740938934032737,0.7745055044471346,0.5689940182099417,0.941264973393768,0.9342142129737848,3.0,0.3990459977469434,1.6529305644558074,1.2476408776569778,0.6400471169280074,0.6432199965134217,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6619574563411977,1.2596277216857046,0.921511416662307,0.8146020427689717,0.8045693294359216,1.0,0.3217216487026725,1.811252775527907,1.3882434176075726,0.5936781654165157,0.6112143335671422,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6572248965079458,1.2717590385072015,0.9303642236661914,0.8116596898617132,0.8054842387505448,3.0,0.362466888265773,1.7406387425144894,1.299307755075496,0.6251722488894125,0.6079528878310343,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6590649610999597,1.2666161500448323,0.9258016154077688,0.8128172337267842,0.8064158806396254,2.0,0.3392639364338523,1.7830145599013425,1.3738934423177718,0.5992823005339213,0.6028049386221112,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6458569016055106,1.2912502550860765,0.9510595134029712,0.8046750888569052,0.8001543886271619,4.0,0.42209097376022,1.6650308750363243,1.2664862986807912,0.6547669629904527,0.6388114935931414,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6518193915866098,1.28479575683646,0.9427488035560528,0.8085101026794492,0.7981084057701121,0.0,0.4129887137524781,1.6551280024252857,1.273778885699011,0.6522900770838186,0.6634859449367193,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6515976021157717,1.290983649845461,0.9499400914704784,0.8081789260651248,0.8012727198840056,4.0,0.3855506614364369,1.6619359146482808,1.2520450877201073,0.6314868401688597,0.6310735418309062,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6595206321901984,1.2714150737545715,0.9338093249262008,0.8130120360956288,0.8068882513088675,3.0,0.352780803099331,1.7310648150590775,1.322072618563914,0.6123742620561986,0.6121769584043221,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6542128229872405,1.274739590215748,0.9341320306781928,0.8097573215816984,0.8049116150841562,2.0,0.3898219040490166,1.717918812454558,1.323629069410319,0.6344384492943056,0.6303873175408901,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6468122987347875,1.2929273817906692,0.9559724668475786,0.8052331414172005,0.7960927694760664,0.0,0.3966091430710989,1.6844392362648566,1.268325377516961,0.641387125878708,0.6474980711567192,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.654537529626225,1.2815591700415794,0.9387556770173044,0.8098893718353279,0.8031430220076391,1.0,0.3347368369424904,1.7521260352286077,1.3197412220437108,0.6058705954615731,0.6065272755583069,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6757200521790707,1.2481243998850635,0.9013186613675852,0.8228497466891032,0.8132683945067389,1.0,0.2129764677306688,1.8648979442974567,1.4637824401346546,0.5149075744100038,0.5257879344840402,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6595155505393387,1.2562357564991862,0.9230401434018956,0.8130533715576925,0.802160634119626,4.0,0.3353030481699379,1.8371706739100024,1.4072207120131257,0.6005052477317195,0.6088246646402805,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6645750992982409,1.2579787404847032,0.926453783372218,0.8161789693663617,0.810129926013761,0.0,0.3210681467757632,1.7980472540536472,1.3142860832786527,0.5870978283859378,0.5908187294208364,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6598019203550163,1.261587706665922,0.9246637098382956,0.8132521765078168,0.8069029365143748,2.0,0.3445639409298173,1.7958903596405662,1.3378880932476618,0.6051957043163463,0.6018221135970501,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6440351267718704,1.2993944641289057,0.9538934860396622,0.8033898360039133,0.7987246964332892,3.0,0.4135350085339672,1.6428066312537617,1.2392071145357222,0.650265092716516,0.6352784853147094,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6626059906098967,1.257292844901233,0.9148125008763768,0.8149526379407321,0.8066542743813899,2.0,0.301099621912628,1.8433637070708784,1.4134945361522502,0.5799805724103364,0.5891212557936791,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6686584905437418,1.2541622266088737,0.9121568217940768,0.8186454110475243,0.812998839907252,0.0,0.2789529674505355,1.8298201921279909,1.380334471196668,0.5618233994462642,0.5608149620945132,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6529159202522797,1.2819188437265752,0.9424248086019654,0.8090176189930611,0.8013857735834177,1.0,0.397725014037726,1.6818001937031166,1.2541126605806625,0.6450905554489669,0.6382535559493135,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6581901080831951,1.2610804474041062,0.9268844816818276,0.8122113058761002,0.8030858386664331,3.0,0.3315192021810048,1.819952034529844,1.388779394036384,0.5938637511846299,0.6069470037457473,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6604007110959335,1.2700144365399075,0.9277050836132084,0.8135186068208367,0.8073594835644656,4.0,0.3679817282247644,1.710634383577638,1.2872989141038278,0.6184473624475901,0.611009610162027,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6641944281927656,1.261222801355237,0.9237229973259192,0.815923525746143,0.8116514034955109,2.0,0.3135109702105862,1.7937943718824296,1.3518479984388234,0.586639575713255,0.5716843577768017,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6461965465083053,1.290907826623559,0.950659708413218,0.8047489494371172,0.7981231975709696,1.0,0.3862538695347941,1.71541552080815,1.2960008638296805,0.6370453271529448,0.6383979968308207,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6539337103698284,1.2800817095995811,0.9451460550604625,0.8095296232755118,0.8036180716110127,4.0,0.3678310108162677,1.7227683835102852,1.3002413230583092,0.6315458129839702,0.6191635932679725,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6527472140151848,1.2752973322474483,0.935481591566514,0.8087276902291325,0.80142834058983,0.0,0.3555211438537875,1.7765380473961854,1.3493569478374747,0.611785042938912,0.6065540116563392,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6573688246926701,1.2638273205215256,0.9314403011794384,0.8117855373431415,0.8046794373776511,3.0,0.3647666599047204,1.7643473728772625,1.3306389067711382,0.6262391626380506,0.628280724195715,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6589754108685257,1.2662216484283442,0.9247730417538772,0.8126339274728049,0.8047816247463782,0.0,0.3761095836144092,1.7351297500015344,1.2872407186984955,0.6253671219895344,0.6279480847787325,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6466812933511684,1.2992290506489694,0.9545788988183452,0.8050988814667421,0.7977545483017083,2.0,0.4121266923072404,1.6265444266273466,1.2185989849182604,0.6518593575590146,0.6565257595981899,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6572301264315794,1.270953089795374,0.9264653686125128,0.8115882467478722,0.8030580725603453,1.0,0.350809888758111,1.762390353234063,1.3535009090489414,0.6025238943529365,0.6068170885772269,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6541826820507644,1.2709153014702166,0.9349284197244052,0.809689437128616,0.8042241305485578,3.0,0.3540323162791761,1.788304851667757,1.3306079685383645,0.616080481225605,0.6116015867852514,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6527396198064166,1.2872641531610705,0.9503898967145824,0.8088374334552608,0.8025136377246332,4.0,0.3770443062056046,1.6824591568871965,1.2547025023931115,0.6351586085873732,0.6295277092305304,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6621532579817093,1.252607367952188,0.9153378458134036,0.8145131991479825,0.8016039313656946,2.0,0.2899424403573842,1.8838655817280807,1.404462311304487,0.5756177816188496,0.59174226876062,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6412879878789914,1.2961299796068468,0.956026353334251,0.8016952933250298,0.7956699000749714,3.0,0.4262824361352358,1.67689024104319,1.2601883403823009,0.6631146032852281,0.6545398905752224,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6533711182675843,1.2751902765333831,0.9384021006238232,0.8092537416414061,0.8019265876263417,0.0,0.3652083608289656,1.7570120041347042,1.3236411253328448,0.6208507054093498,0.6203009706760094,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6531432769629584,1.2823627946992675,0.9323930738975272,0.8090022999729791,0.802174775852531,1.0,0.3517820861046611,1.740019040904686,1.3419582129637542,0.6108393899099704,0.6204233680297297,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6513134310661491,1.2968159816612788,0.9531542034113588,0.8079487229298721,0.8002024588786403,4.0,0.3870398105326736,1.629216268540987,1.2316510978455808,0.6363642832097952,0.6378037389082156,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6629895116044686,1.2724032366380142,0.9335396008680844,0.8150233224290201,0.8112327743267016,2.0,0.2737823561800206,1.7898728167017228,1.332796495308601,0.5657319836339978,0.5633070797245282,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6520904425602854,1.2819985437170092,0.9392357712240454,0.8083286573327112,0.8032093531802428,0.0,0.3345020409531734,1.7740716143451751,1.3394408523996877,0.5992438675280594,0.601048484881188,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6545359470894492,1.2784349892375697,0.9429749438947608,0.8097301811262675,0.8008675028378255,1.0,0.350221997532148,1.7495141109627943,1.3024331075338076,0.6101055090819132,0.6200687598315664,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6653775052540829,1.2679034573469614,0.9289500005897136,0.8166603666584494,0.8089263213549565,3.0,0.2878785934259182,1.7736307718874842,1.3250046126321344,0.5748816384164256,0.5768575194807242,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6551754841910038,1.2816791574688329,0.9421222111158958,0.810423219810305,0.8022779746832259,4.0,0.3467834945601737,1.7277137229311554,1.3125670601872437,0.6035481802436304,0.6175436418873297,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6511322429678058,1.2826711207156574,0.939255954775291,0.8079689840065807,0.8007696788084008,0.0,0.3918873821629138,1.701471324462106,1.313987731825747,0.6398756281258248,0.629864226057967,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6446689309363502,1.2776728952321372,0.9418301971166816,0.8038279952574057,0.7958170968104028,3.0,0.4461835907639919,1.7032951634660078,1.2872335753918618,0.6707254304285148,0.6760390775790786,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6587378720827557,1.2779220658891883,0.9308678623121928,0.8124061926293824,0.8045741284908041,4.0,0.349701644710262,1.708050196168578,1.2954725106435658,0.6099630253472571,0.6222128830392621,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6593271531475338,1.2690439989292372,0.925246670898442,0.8128106638277761,0.8047806802530033,2.0,0.3549043533305509,1.746003934612419,1.313234092945068,0.6183785715860305,0.6169304214238994,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6538234892738533,1.2767622478197789,0.932838633095166,0.8095537643567601,0.8050997438661506,1.0,0.3502627938339856,1.765742814438419,1.351327808700118,0.6066478429276202,0.5987422007763158,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5406035715224112,1.474077963354377,1.1237173726160683,0.7355621442869383,0.7306579118803271,0.0,0.3082887946317707,1.8059043405144528,1.4034751767304776,0.5668502394141186,0.5748831285979648,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5430804040117639,1.4769026730349313,1.1304371670927489,0.7372689605730351,0.733402106349751,1.0,0.277923242825393,1.8008345559371537,1.3790305160533436,0.5650951447416575,0.5707783852257271,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5436220079052718,1.4755220580198185,1.1354306387276545,0.7376226206089267,0.7383213715769475,2.0,0.2723679584291123,1.820048334610053,1.3984529003582578,0.5502417061471604,0.541857860913572,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5376626999180182,1.4847516943894337,1.133064440709572,0.7335843136402536,0.7338738750496037,3.0,0.3414909443160686,1.7319372092276668,1.348329670252146,0.595236524958707,0.5807026987429432,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.5386490502691161,1.4797883286987072,1.1276741688953134,0.7342054345841877,0.7315506198397874,4.0,0.2631231707778215,1.8483805246876883,1.439171826605666,0.5438480360305338,0.543850377172575,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5467933044513681,1.4620696558739437,1.1214039652457295,0.7397472249262016,0.7345875349088501,2.0,0.2640644602536653,1.8717502472135408,1.4327940542819295,0.5471801666367022,0.5522708408840801,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5379913498024562,1.4749998072212718,1.131919195265345,0.7338029481023156,0.7235924727823306,1.0,0.3459731390997019,1.7715714039487351,1.3530176628065909,0.5984121306313995,0.6304387132320457,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5309525271968418,1.476409261157766,1.1333684656941432,0.7289749139643948,0.7246082065132867,0.0,0.3592146917206447,1.7950484324373304,1.3905292223411407,0.6065977152337382,0.6084892134711405,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5442291074004655,1.462603793694915,1.10941665509515,0.7380575746208347,0.7349813130437647,3.0,0.3045252533040983,1.838583807317612,1.4630483391792837,0.5661683775907903,0.5650503205435211,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.5411544912891834,1.481574328800105,1.1364848052002494,0.7359886652049226,0.72898071200475,4.0,0.3013126265464164,1.7726452301971236,1.383915061993066,0.5629958106818146,0.5939166053393685,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5386219159830914,1.4728341102289744,1.1196072969918132,0.7342469052575479,0.7287486945143259,0.0,0.3257330227404801,1.800428913213228,1.3916444005753812,0.5853872344132024,0.5937439358592655,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5445911105035268,1.4603225394974844,1.112119866970035,0.7383126514147134,0.7330010165063319,2.0,0.3037600804431301,1.8478744837603216,1.42851694416357,0.5714719257337766,0.5772770654193938,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5331095441967344,1.4773514126042728,1.128253130006352,0.7304349856838495,0.7245692764649387,1.0,0.3744774714118968,1.7572287873590238,1.373179836286965,0.6166858674631606,0.6325447186965574,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5531119838089199,1.4379395571954312,1.0936394545274988,0.7440515570387698,0.7374837367505643,4.0,0.2730279061717328,1.9254972328732367,1.5016024193679738,0.5429001674530356,0.5567374270006649,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.5538227616837021,1.4601680181488657,1.1166255724078418,0.7444583507128388,0.7417808493781657,3.0,0.2218133666636911,1.8755565585572376,1.431887103102516,0.5131515529953872,0.5191932532128738,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5417788431749905,1.4769351933605193,1.128962569652482,0.7363716388371998,0.7337691391438828,1.0,0.2904382569429984,1.8036257234780848,1.3877193872942504,0.5587405800406091,0.5621311082142993,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5407034583654327,1.4755501069377657,1.125861458430755,0.7356037120470412,0.7323933228853654,3.0,0.3110398464226073,1.792489619350037,1.413223545219851,0.5745352003529536,0.5701158482215994,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5358112172557914,1.4770432492788212,1.1217806189656874,0.732370804060092,0.7279953553957702,2.0,0.3159852395095895,1.817052384137547,1.413394865213093,0.5784145925192241,0.5910222163472597,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5522903741525195,1.453797804619947,1.1149953185499806,0.7434283927889181,0.742115757832893,4.0,0.3065694312064717,1.8147875495946724,1.3822313317398305,0.568559885602008,0.5658179825766232,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.5306177188356664,1.488558131967028,1.1389891581552098,0.7287063689052746,0.7257168612487048,0.0,0.3687399161142353,1.7319372439917275,1.3483480705703534,0.6141657893965273,0.6231735050917789,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5470178159399484,1.4629807401460797,1.1149196560094714,0.7399362836468704,0.7381091521084735,4.0,0.2416131630860077,1.891506331339181,1.4735794716012078,0.5137659590454351,0.5029222501558286,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.542639937801134,1.458308000860613,1.1120839595168714,0.7368888303504263,0.7307535116047907,2.0,0.3080434830556726,1.865215745200348,1.4380658550551138,0.5672204750918012,0.5757691667604986,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5336799999657408,1.4809578667897667,1.1328980114115097,0.7308636715087995,0.7259386210990453,1.0,0.3420942487320402,1.779229042290058,1.3653609612155666,0.59782407687418,0.6056126589986445,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5406065731063636,1.4792375155457058,1.1269044749998036,0.7355777596316618,0.7359409875498021,3.0,0.3257283195339255,1.7572057095145106,1.3660485303662198,0.5793321969402341,0.5668568802695341,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.5359692140459098,1.4802584113653248,1.1289111053014849,0.732356872440608,0.7237321375679693,0.0,0.3181723648673742,1.7986503365365,1.415128252468509,0.5818030273733132,0.6025853987236474,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5564654748689626,1.456703908717046,1.1083080564600465,0.7462639168362846,0.7423003535825758,1.0,0.2367060842130363,1.8525784167733967,1.410045206150157,0.5263554344767267,0.5308629646765185,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.537512169619969,1.4802223283596885,1.1312985603024408,0.7334959211624826,0.7310276961663517,0.0,0.317979865311532,1.787466874867767,1.3776462125347502,0.5770346436272089,0.5738959935914508,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5461389013014462,1.462088153608862,1.1161963584132129,0.739342799550409,0.7339566529719515,3.0,0.2668654359174731,1.874559320404976,1.4523998412100454,0.5407012502236104,0.5524284271935741,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5446092436775896,1.4651014314049466,1.1089410778576525,0.7383116960557271,0.7322986189480684,4.0,0.2855228219557868,1.8431540055595208,1.4167261459347842,0.5549685919741707,0.5665989919569979,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.5396525038142503,1.4721624021727455,1.125097161632044,0.7349311249556516,0.732276782507428,2.0,0.3304083074943259,1.7928333175417006,1.3731724298692434,0.5892392563307852,0.5886655579478898,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5421149950551585,1.4666677781705633,1.1109144509809203,0.7364580022962468,0.7317035772806589,3.0,0.2850466833076812,1.8605645828720785,1.4527008502989358,0.5567895575085311,0.5622099264447122,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5493315666915219,1.4702553065255652,1.1218539844604645,0.7413783506859206,0.7366047811227162,2.0,0.2552434015675986,1.819355119891151,1.40096746583993,0.5290780365356469,0.5550526193504985,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5347863048655523,1.47849077690006,1.1237198125724135,0.7315750946915155,0.7297928971771162,4.0,0.3508963672142314,1.7687512168509538,1.3672630151679814,0.6059497521790698,0.6154969784160876,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.517176701931534,1.5203781058688757,1.170199841251893,0.7194777096643582,0.7162576955945964,0.0,0.4208786597263213,1.6090919164104849,1.23903459055658,0.6562211576092987,0.6619994988794288,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.5384915932727279,1.47509817203441,1.1300962755337058,0.7340407146412136,0.7281254877061973,1.0,0.3236332725162408,1.7953877255058852,1.3962253902249897,0.5950073527596367,0.6059677836052829,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5357587351551198,1.476164396685211,1.130681848191266,0.7321794444092897,0.7297304812128647,4.0,0.3115882387353188,1.8251811073020328,1.3978754217239298,0.5751030774603645,0.5845182705938846,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5509068698636186,1.4540800400634506,1.1053171765237797,0.7423967375362268,0.7394754556368107,3.0,0.2331046205642489,1.917906367247597,1.4899285307243375,0.5177904363152589,0.5250337625259474,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5347673462875056,1.4723567124131238,1.132189505837206,0.7315328461851781,0.726276127671473,2.0,0.3069368699272411,1.8602944927204896,1.3871012595546648,0.5699161734703682,0.5901491298319468,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5418582909861778,1.4808248128927743,1.1328281139234495,0.7364429031225979,0.7302659103684731,1.0,0.309826977390139,1.7558631771651223,1.3693157703547827,0.5865575959695035,0.6040509039688309,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.5464700393240877,1.4829307024131977,1.125461650611579,0.7395002205771928,0.7371159604348924,0.0,0.2371809485130322,1.7937096665795296,1.3975650332205056,0.5315948050077213,0.5411900425807991,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5315915325119815,1.4954454415793346,1.144285594010774,0.7294696882476805,0.7267274228272951,2.0,0.3706337346439345,1.6872243727614928,1.3328454600773587,0.6239537697677813,0.621400816079177,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5448833799843036,1.4806729315124234,1.1272897423534023,0.7383326965637911,0.7345317008065345,4.0,0.2752157289096958,1.776867348769327,1.383784501015988,0.5498863458052861,0.5501847634881885,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5370371149359949,1.4829966211449448,1.1387364145832068,0.7330571782925717,0.7281108085520132,0.0,0.3079616345587265,1.7873249544951706,1.3662865977502483,0.5806033684795746,0.5941509327397203,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5526654668189654,1.4579910619740155,1.1022178756725884,0.7436039734557442,0.7392311326561173,3.0,0.2371465269186178,1.878581962541085,1.4425945273029142,0.5344289847742774,0.5465120326591483,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.5525718492648097,1.466727359173318,1.124856349710803,0.743624459137297,0.7383924318919444,1.0,0.213828466705904,1.858202784737216,1.4139262081011736,0.514411530499159,0.5295963228669611,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4171712289752421,1.576926772554608,1.257004351463601,0.6458980573482538,0.6473822324597105,0.0,0.2708281735590525,1.896596038440624,1.5604966944835916,0.5603317330798269,0.5558830540792625,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4240133462859107,1.582628064404135,1.2510885004860697,0.6511691067114671,0.6498335331475604,2.0,0.2282883221252533,1.842768358542636,1.561737829900138,0.486894662791059,0.4980359082443604,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4720799474914862,1.5829853532962133,1.2561488725244652,0.687084469282847,0.685945786995074,4.0,0.0715131857439187,2.040500432246339,1.665451963000613,0.4582023184628715,0.4526346348526812,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4479938477875858,1.6351924797193829,1.3170171305729512,0.6693276054019,0.6750546315822479,3.0,0.3266699035776077,1.6723081704334588,1.32606817476314,0.6160061246913917,0.6297903350774743,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3913528120585926,1.5870992549748444,1.2615481596697429,0.6255869803978864,0.6315885585974967,1.0,0.1774981768695203,1.922144549703673,1.602063967681902,0.4660083013275516,0.463804925117157,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3957945577843824,1.5772374673443783,1.24629967506445,0.6291233962609649,0.6299492534495051,4.0,-1.908927300012461e+20,28850877596.911022,1234703580.2685006,0.0559046205077392,0.3863789824167238,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4565336652987825,1.6163719897195103,1.288533590958397,0.6756727834828309,0.6686756032344816,0.0,-7.620391118318277e+24,5723000389357.818,3515688224198.889,0.2192550186089011,0.3201239517861014,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3859393671260807,1.6800690434779422,1.3599021845278532,0.6212402035861282,0.6330656395487,2.0,-5.017854561225634e+21,159052849630.55005,80120759849.01303,-0.0860560421579829,0.3532189450649781,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3913004904334218,1.5605233284619602,1.2264044625418526,0.6256100279031301,0.6168563397321165,3.0,-1.4694822678739364e+21,79759948128.5055,3140544892.351896,0.0505917778483322,0.4125994284584413,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3964098729209749,1.5883006486744835,1.2613270997375328,0.6297928039296599,0.6231843469722727,1.0,-8.092058116464145e+20,57001808661.50759,2471341830.15679,0.0602888536755814,0.3816660229365469,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3567432892060698,1.644442623331623,1.3167723856790488,0.597288527124527,0.6013552209557694,2.0,0.0198534631594144,2.09798743557162,1.757515367926954,0.3592230824950332,0.3785990942683757,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.460553174297346,1.593000297749382,1.2635860547667217,0.6786479876170424,0.6832235611994029,1.0,0.1567277226897582,1.994328573394579,1.6180847414132866,0.4303904030606138,0.4282245823530086,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4262087955407192,1.6862931548737532,1.3540295226405434,0.6528497764469638,0.6609500039594224,4.0,-0.0011577105463644,1.8533144800932608,1.5729832370889365,0.2936588130886873,0.182265986871002,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4240407443465782,1.663340901403365,1.3207466244172092,0.6511877329538228,0.6476680257455416,3.0,-0.0303144730982649,2.07127546800527,1.8013574988199734,0.3489885927327417,0.2043043534067747,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4247161905039593,1.6363619117159804,1.3085536048337127,0.6517068867210687,0.6474899978696842,0.0,0.1170944912868152,1.966976103160356,1.6425499211161123,0.3872145646160924,0.4048285963043941,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4517297401394923,1.6484629765994632,1.3070188050264788,0.6721084308447247,0.6867078289268114,0.0,0.0622404509003147,1.9172166673290043,1.5990431177334523,0.3269375350354328,0.1813265591456571,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3617318210762692,1.691888310018385,1.368059568232222,0.6014414527770882,0.6183426635375209,1.0,-2.969081286997845e+16,389035346.7390982,21884949.577503536,-0.0353536578865785,0.5817725405659249,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3365964577960944,1.660383356631473,1.3280257603341818,0.5805534563456948,0.5866889087603415,2.0,-0.0140766929104119,2.0248311067148204,1.6581682477678572,0.3070400861405017,0.3101100575736418,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4312763085377699,1.6091208755768711,1.2696355430825244,0.6568355376550526,0.6628581862806731,3.0,-1.6704029927618534e+20,28271531933.54328,1006493190.7083,-0.0292063721889201,0.4857659177015146,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3354252427148619,1.6873744336150285,1.354027654211151,0.5791820132770067,0.5959928290862861,4.0,-3.131036239662497e+20,41027983037.31402,1497132365.6577168,0.0287705008836535,0.6262818315115674,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4416575803640591,1.654453849746618,1.3298760162112575,0.6645733484923485,0.6695166453171411,4.0,0.160531145134764,1.898262922289832,1.5914345299523045,0.4143757960895423,0.3666043476098343,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3808213237259737,1.7409900103461955,1.422220604012581,0.6171073001704795,0.6118765491255337,3.0,-0.0550048592627088,1.9751401785404472,1.560633399877214,0.4263090103974462,0.450266550114633,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2908864675351653,1.6737412697811558,1.3398523263328077,0.5393390356656013,0.5307476994723027,1.0,0.1307023504971732,1.928670762356352,1.6365459162115563,0.4416987511032394,0.4251300163024409,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4273117173911692,1.6471335965035487,1.321038162555466,0.6536909434589995,0.6540528988637625,2.0,0.1973263333186783,1.938344581774139,1.6296474856292276,0.4452438077092671,0.3998643139658995,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3538084923407283,1.7732678033462537,1.458292238181225,0.5948181462102685,0.5863558066118214,0.0,-0.1073343693450883,1.8528907624112856,1.4055962142695742,0.4586103129117151,0.4832756302707575,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3909947853256118,1.7184595550649573,1.387248341434577,0.6253150278551292,0.6169084516144528,2.0,-4.3901987709524487e+24,4289285646963.161,2492957460892.7075,0.2031866067517174,0.3028489368831239,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3640997421044146,1.7813335745108974,1.4625083111702128,0.6036418129088408,0.6012268689669181,0.0,-1.1779204459534943e+26,18674825383027.453,10627460005542.576,-0.2100403160994074,0.0042729393814099,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3266066717313828,1.7209434065088256,1.4008718068457189,0.5715121915842718,0.5653966625660141,4.0,0.4363196855586625,1.7621772342764055,1.397351495150862,0.6656839508497807,0.672662474958562,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4085395276142334,1.7295582989135287,1.4008097165991902,0.6395311522672666,0.6414954953225904,1.0,-2.892886959984802e+27,101452572803924.36,51210853986101.445,0.0637111689050017,0.240806869008516,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3830672463055278,1.6853071699559987,1.3494859908750585,0.6194664305856443,0.6038709822557309,3.0,0.0636668059524184,2.0294890203186,1.70453125,0.3806395334974646,0.2923110290209917,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3664201142790783,1.7433872700692257,1.4218515038055832,0.6053265771965834,0.6144298582008166,0.0,0.1146916217722225,1.9873317104350208,1.6986668487612344,0.3699052098286131,0.3371420506061838,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3420462399213435,1.813303853795499,1.4798124578623824,0.5848472618975876,0.5963700466699283,1.0,0.003318857062123,1.7773408853449777,1.5260753378788985,0.2839315346106462,0.221145131586819,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3389037829068196,1.7592328337435243,1.4364193950757445,0.58215450733035,0.562683960047477,4.0,0.2025984466170541,1.9078672956725071,1.58842311033095,0.46450572402787,0.4633009378340061,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2894940884183171,1.7514992288414704,1.4345398594866854,0.5380469603391029,0.5597614338458864,2.0,0.281196777910199,1.907789234389236,1.5810113027822077,0.5371068954794842,0.5404948912564629,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2035472506764841,1.8384210108001204,1.5337467337883277,0.4511625121507592,0.4612759063282935,3.0,0.4996705823265865,1.7081036632947006,1.3783964113544265,0.7202995600572017,0.7312685813018036,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3027699160151088,1.822465917369808,1.5100810892792311,0.5502453234831793,0.5528271457001815,4.0,0.3355083395442654,1.702419393246798,1.3479897897628608,0.6168175364041538,0.5913659325235492,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2419077514510134,1.823020583889173,1.513507224886421,0.4918957485830826,0.5073378518885845,0.0,0.5412418025819039,1.6740427694667757,1.3369568941885963,0.7389107503883328,0.7446341636404978,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3438855436554923,1.7918223239497897,1.4579653139467592,0.5865525934875573,0.5942999815104387,1.0,-0.0812248046960677,1.895740879617464,1.715231554602888,0.0935399544933791,-0.0576581357329388,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3521470655675233,1.7788961355055,1.4510174654720998,0.5934198055066273,0.5976766375379354,2.0,0.0240653477165279,1.913028998543508,1.6240490098774647,0.2609362286958445,0.208279006766653,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3684579226240604,1.7501722543527125,1.439247477389309,0.6070190919773991,0.6164044252835222,3.0,-2.853948485603898e+21,109750632012.32118,4537630172.456639,0.0209686773945996,0.3491244426646063,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3235168930501494,1.8119639424003595,1.5004442562164784,0.5687856442021462,0.5453009619942213,2.0,0.0311491415083889,1.768363053059862,1.5149763669093588,0.3899306604016244,0.3696792409240581,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3560666500849685,1.771650714985615,1.45407401470631,0.5967133294641335,0.5905155135101477,1.0,0.2198412067928822,1.7547690245622078,1.4502327121503402,0.4708238426240528,0.4462549419658445,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3388106243484746,1.7871812651002854,1.470459636232614,0.5820745314153766,0.5695101328387568,0.0,0.337738893085304,1.7118880802298757,1.437211760349379,0.5932800126895283,0.5886323687594569,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2696543049601785,1.6905191695926427,1.3669416127672795,0.5192825047640754,0.5001439653965921,3.0,0.0757014948572856,2.0251186774749983,1.7122262261677414,0.4405276276090489,0.4194953973511475,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.324426364718316,1.818245502067375,1.5011997898766225,0.5695844766392166,0.5613343827521117,4.0,-0.3854028186948075,2.158547405995639,1.6828510899043772,0.3705377923221548,0.3877958493962561,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3371306541193818,1.775072026832205,1.4709171231961518,0.580670324193261,0.5695542978907218,1.0,0.2908827871386183,1.7478423819515567,1.3506515017667844,0.551211807755006,0.5485407962416283,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3615667986288913,1.7416050599418738,1.418357404358184,0.6013182860289242,0.5841895319554664,2.0,0.2322447087627659,1.864290377564401,1.5096848679173047,0.524182577875766,0.5011238126010122,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.349147478307833,1.7828737119932672,1.45699611537131,0.5915944938175697,0.5876370286834974,3.0,-1.4854237599766515e+26,22422917615670.344,18361853093620.145,-0.0285957840893295,0.2150940431576375,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3657342167695997,1.7472403308429647,1.41756221719457,0.6047771684812545,0.5948988781721327,4.0,-6.294085038208255e+26,51799970725849.75,32869343838630.684,-0.2220806739594474,-0.0535124083798609,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3524160165268325,1.77763627044114,1.4750932625974804,0.5937113601395089,0.5803159872254537,0.0,0.1329096942208629,1.7617210896765068,1.41580762987013,0.3933903061642827,0.3675565039956171,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3085724404959074,1.7752437810332191,1.4566463091342303,0.555493011134131,0.5268304477405149,3.0,0.0071787521179096,2.0786857223660284,1.743990579027198,0.2577166471196535,0.2099671977614763,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.227103979110214,1.7897632158640266,1.4752725072359076,0.4765544061118782,0.4908391469351927,2.0,0.2734532110549074,1.915009043055987,1.562811837871332,0.5296970491759547,0.5374774439677366,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3317146199865239,1.801761968063672,1.480799498203431,0.5759467540843649,0.5807533550916572,1.0,0.0412106408582058,1.972235188719413,1.6446370804943349,0.2733764888240045,0.2674017589482532,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.190106165581199,1.805444060442683,1.487897122133205,0.4360117337895978,0.4432523295356579,0.0,0.1360808647540766,1.9209006419388663,1.5913052322222527,0.3852110085408886,0.3679575468014713,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3417744424853556,1.788186707355936,1.4468772548724622,0.5846147933601532,0.5801198789512219,4.0,-0.1173372141027504,2.1334861499069064,1.8867815363135017,0.2072178824474542,0.1303078093690381,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3166570789344465,1.838229571040912,1.518979277541631,0.5627229148830233,0.5684432159438111,4.0,0.0352333490309195,1.905490212036159,1.6409758254946738,0.3720651529068639,0.3513283255639365,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2683957067364211,1.8774230897101545,1.5415931343850713,0.5180692103729203,0.529477189061432,3.0,0.3021816074649462,1.7858024487050963,1.5349206699758584,0.5654084714368773,0.5192478175601747,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2149778711922927,1.7837639191524954,1.461062069964147,0.4636570620537262,0.4883628445737427,2.0,0.2735853267128946,1.912180020006917,1.600326776781099,0.5230845683072193,0.5262864414854717,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2949534028746788,1.7906689289157358,1.4634408610307277,0.54309612673511,0.5433457829884476,1.0,0.2198124874559578,1.9382269811082904,1.6477234494502873,0.4759497522726852,0.4724856584461819,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2186854628637011,1.8883444708186523,1.5841700085734367,0.4676381751564995,0.475225974838406,0.0,0.4515143918917422,1.6844764776269905,1.374612802525258,0.706732552088225,0.6854428826542639,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4473603817953728,1.6118057086581048,1.291530492031194,0.6688551061961933,0.6764589729135891,1.0,0.4139412539286899,1.6803058690857022,1.3539194910890209,0.6442111972888377,0.6470872382472015,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4487150243395034,1.6097678082839235,1.2868992278874876,0.6698667685599027,0.6710800265894813,0.0,0.4070179384884136,1.6927589360677269,1.374563770961987,0.6385429218635151,0.6562301214939997,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4434328512153488,1.640438028988133,1.321714932804333,0.6659109247735877,0.6675295652681321,2.0,0.4294554756788151,1.56468828361104,1.246004429433812,0.6593525986022725,0.6730532063419674,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.450597084732338,1.6091928384497178,1.294616755760072,0.671269085348887,0.6721603382523,3.0,0.4018248009510548,1.69127104241985,1.325699698144151,0.6346404486483626,0.6484943058006177,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4259398085312836,1.6365391836394805,1.3142384149520872,0.6526439385511464,0.6564479348960941,4.0,0.4975026438214386,1.5807907381465145,1.286860811232913,0.7080492804982386,0.7171547014526806,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4355825383544048,1.6261648456619842,1.3048808092948718,0.6600441934071674,0.6631823564532092,2.0,0.4562666883537762,1.6300694263307909,1.3145413565195072,0.6758653674290244,0.6839712481358191,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4554938321865616,1.5971457129461566,1.2801692708333334,0.674910627314997,0.6790840204760158,1.0,-3.8637977437784297e+20,43483301195.85053,1970416463.1000729,-0.0283790259341329,0.628368723546872,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.455042352402832,1.6027900486596045,1.2863251201923076,0.6747792298713451,0.6789030803804891,0.0,-1.839756065388505e+21,93699557552.18858,4245932246.1689234,0.0293348535276845,0.6254350361485477,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4347835043737735,1.6313207006718529,1.3010136217948718,0.6599642678142861,0.6645701727862947,3.0,-4.139431069037176e+21,140492233308.76376,9003323051.98767,-0.0345405467060882,0.6846287882927141,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4478165405023258,1.6041458266579482,1.2893907126402244,0.6691910933500871,0.6744057076366866,4.0,-1.657929996238354e+18,2865235382.7875853,129836209.9539043,0.0310584374953335,0.6438602532546974,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4075321868652658,1.672888529613108,1.3441039051731274,0.6383875461984879,0.6457982976475519,1.0,0.3524978503146675,1.7520506500922233,1.4202201182660918,0.5948459628828155,0.5936853099570919,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4047226407917895,1.6971218852876426,1.3642819703748277,0.6361828993900902,0.6454127640739548,0.0,0.3614141515722728,1.639886773604193,1.3531903712025288,0.6112100834484249,0.6134669868387089,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3968726581912795,1.6899347849550674,1.3610728256900009,0.6299837627868234,0.6373506067323368,4.0,0.393611892639139,1.6871422477445075,1.3655765914045364,0.6281268137473397,0.6369388205930726,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3977000351549359,1.682918961485974,1.3570881795384164,0.6306410556888415,0.6366548290764755,3.0,0.3941056349351354,1.7076912601395882,1.3770574348241662,0.6280092760433471,0.634877627270639,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4039990182736265,1.6795134757531711,1.3464026977406125,0.6356140643477273,0.6436707367445157,2.0,0.3758264599407905,1.7098671631074154,1.3838443393158462,0.6141089590502977,0.6145910330304223,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.41689674902927,1.663759489400011,1.3323367387820513,0.6458429943800862,0.6483028928190187,2.0,0.3189215583933599,1.7787635869426164,1.4256609342915811,0.5742464958165612,0.5901055792444417,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4057451244547618,1.68746429419212,1.3677213072165464,0.6369813087920235,0.6428628947268373,1.0,0.3620502890864716,1.6826471565491734,1.3238640066534586,0.6083806705480435,0.6294793908284556,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4101560831179275,1.6657088804126008,1.3303084622896637,0.6404343413167466,0.6466745139011937,0.0,0.3466067280238317,1.7724641151858715,1.4461443076633085,0.5922826669845094,0.6150323268948809,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4161479912874378,1.6710986455930086,1.3386299954927885,0.645095367964903,0.6514438137779535,3.0,-3.136915537512613e+17,1187355265.5772054,53804204.322031446,0.0304039310363591,0.5911248440562928,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.414686010149601,1.6736901492527327,1.343335223075671,0.643961515969683,0.6457660793587104,4.0,0.3023960882352609,1.760895982357888,1.426108687320529,0.5602957557398848,0.5913132233519542,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3770881830145915,1.7197036664430232,1.394807802095942,0.6140751870625325,0.6064701990809129,1.0,0.3440108195679947,1.744079840974028,1.4186315283747215,0.5908180808053132,0.5896262480638207,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3562430804203292,1.7281257389677769,1.409628069987432,0.5968610685858119,0.5927001525197472,2.0,0.4220157404265526,1.7118091134230973,1.3892874792845855,0.6528180051410505,0.6435054900632758,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3726210382727084,1.7051088534511296,1.384034119861193,0.6104270645301972,0.6010952213662137,3.0,0.3630365894229278,1.8009710674312305,1.4682224847904228,0.6052441950669132,0.6111658543407441,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3762845293604818,1.6912514383335338,1.369605888592759,0.6134205068973556,0.6059651766320401,4.0,0.3459372272830394,1.856839314447029,1.5226868517413883,0.593806822298454,0.5925137576077772,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3703234631009583,1.727702160476465,1.403869624894489,0.6085421493244478,0.6056445852732818,0.0,0.3653301276426289,1.7188118405882362,1.4126154657146277,0.6053608933795918,0.5883411932545632,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3852610356236109,1.70171346927693,1.3814526993189102,0.6206996049392453,0.6148786003484854,2.0,0.3077545088621619,1.82131499171476,1.4778764477990247,0.5575754684786786,0.563773204811722,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3814409168483115,1.7074847769413986,1.3815587439903847,0.6176100128132069,0.6058637627647749,4.0,0.3236091059487995,1.7933679371056954,1.492348923575462,0.5708053972140483,0.5810037430206714,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3840875247838796,1.7047323879125535,1.3898597756410256,0.6197763256289076,0.6154679872236694,1.0,0.3153158513253207,1.8055379039165549,1.434107097022587,0.563745695917443,0.5559291454980516,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.37500424809553,1.7062691193117887,1.378641826923077,0.6125722156719624,0.6085165416687024,0.0,0.3410526441222491,1.8108876141432888,1.5067777849075976,0.585325521165853,0.569940172963514,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3753263872367743,1.7199032493254611,1.3905829326923076,0.6126397091604353,0.6067734041884761,3.0,0.3536229095421141,1.741571492465952,1.452788116016427,0.5949121388336625,0.5847613560040708,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3241429154279162,1.785665954139345,1.463614932417708,0.5693356157563307,0.5706397972288334,2.0,0.3089869725768849,1.8123754206447464,1.5328256901591086,0.5612209015342977,0.5658972194741188,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3168923713473455,1.806859837141852,1.4868167208893692,0.5629320609880295,0.5645106116510114,0.0,0.3401808633486488,1.718388657230938,1.4134921868354426,0.5846635627096823,0.5838662761302865,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3224226855327075,1.7836681364168971,1.4688282749679824,0.5678228453837539,0.5699081037991037,4.0,0.3158333031813676,1.8209253181226333,1.459918527839433,0.5632567197371927,0.5646986098497397,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3163932176801529,1.816919378838332,1.4924032301503751,0.5624885422818713,0.5681323262055278,1.0,0.338816372332537,1.6846835869397514,1.4060511479067497,0.5875601695249404,0.5693702424612426,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3176280227047174,1.8115322620315288,1.4892973301315755,0.5635850779080193,0.5642894918089066,3.0,0.3395551088106111,1.7042788164849636,1.382122082635823,0.5847334661480394,0.5891909203604938,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3319178459634924,1.7746729821664202,1.4563853126412576,0.5761231170188299,0.5743530473349167,2.0,0.2771397007658391,1.8583608407166083,1.506263171067468,0.5296059641783173,0.5487589169916324,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3228661053042354,1.7879155472672026,1.4720663060897436,0.5683336011344631,0.5715177752458248,4.0,0.3148776945061702,1.8042864573331152,1.4632996984086242,0.5631845013506791,0.5504747853604799,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3143934944972522,1.7947026846680465,1.4718300347996056,0.5607080296350786,0.5646350180083303,1.0,0.348154585444922,1.7748428586065823,1.4659626941300845,0.593194045819389,0.587786634803307,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3307358910971609,1.7827159290934504,1.4618189102564103,0.5750984788543945,0.5786249394678546,3.0,0.2825969811493748,1.824481124684321,1.4910064007956878,0.5420325205997164,0.5261712651634538,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3191275319107625,1.798221012337681,1.4793222406392657,0.5649137384687707,0.5703954815899458,0.0,0.326017514741296,1.7617990473869434,1.453211164417344,0.5776742111726794,0.5628258163024109,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3397016134065722,1.77091242479938,1.4490906491405129,0.5828392976396763,0.5757276047455033,4.0,0.3480467872093089,1.738420160398555,1.428373171257261,0.5906405631530349,0.5644734818441758,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3503258540015643,1.754565775036139,1.4447191443110308,0.5918833529730665,0.5868239828702486,1.0,0.3014342456347776,1.801109524718851,1.454617020254244,0.5518943526348793,0.5389307078214697,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3453881742212433,1.7641878008291207,1.4507107774121528,0.5876973770122573,0.5843848651210615,0.0,0.3264196454099286,1.7622486852307706,1.439428668460342,0.5723635214061732,0.5423133614533594,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3504948912485152,1.757484417889401,1.4403475108765404,0.5920260981284052,0.5865400323053099,2.0,0.3045745346348802,1.7910175187710995,1.4534317448012466,0.5540133333017097,0.5335831198177907,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3546882188223594,1.7467790562252754,1.4376691544122215,0.595557094675015,0.5894965136828648,3.0,0.2842218997688255,1.8336748535465568,1.4790493855469835,0.5411140952245892,0.5329210325336693,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3460041006862069,1.7618109660895442,1.4420633012820512,0.588492180034362,0.5853182256165432,1.0,0.3181789471286803,1.780435580777792,1.463223498459959,0.5653220585680989,0.5540019310599622,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3522892014529173,1.765203839660134,1.4461384465144231,0.593540300987757,0.5846221552580565,0.0,0.294560136824964,1.75975354698056,1.4504740438911703,0.5444957655847165,0.5427482857284207,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3394465424157252,1.762916644169965,1.4381780849358974,0.5827408610708984,0.574821547089728,2.0,0.345527611595766,1.775096599270307,1.451047548767967,0.588759524829058,0.5746425389479408,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3524169997122901,1.7659991271810267,1.4491546474358974,0.593738277724333,0.5871188931912742,4.0,0.2873213496366006,1.758110791884728,1.4523444518416324,0.5442999718567483,0.528449330509735,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3466492085792517,1.7580264433474486,1.4441842855828946,0.5887692320249519,0.5816507660899006,3.0,0.3221066411074758,1.7873151738160762,1.456917206959311,0.5682308931118327,0.5582056232775364,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2924305000260511,1.8338007606250704,1.5075464111877508,0.5407684631050409,0.5448170869721324,0.0,0.2827403894746569,1.820986857772,1.5192139420538695,0.5319239081303673,0.5090839606085662,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2941200990906669,1.8296445514591893,1.504428883136843,0.5423284363700839,0.5422932247084145,3.0,0.2768008646678664,1.8362607582286328,1.5422941585393617,0.5261629248994907,0.5206721680621877,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2771167426694914,1.8324804101485843,1.512092042174811,0.5264188837714874,0.5234420130745642,4.0,0.332719876715923,1.8298450103395512,1.5150055829817672,0.5908940542370573,0.5966008936719907,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2942913883141983,1.8240411504788216,1.5078504947183673,0.5424863308808456,0.5390775539149295,1.0,0.2730880784829569,1.8590695194400328,1.5296305567865212,0.5236414441716479,0.5263471009151107,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2874531209015245,1.8405588287337444,1.523389558960906,0.5361465804135188,0.5361006350036095,2.0,0.3027263724935509,1.793984269691779,1.4712935090456287,0.5506507233598708,0.5478087913258736,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2754981163886758,1.870843895664297,1.548435158576935,0.5248791445548925,0.5253111064557823,2.0,0.3569291464184724,1.6648079515219958,1.380583716677087,0.5991062026700931,0.5868478253557857,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2918203406925165,1.8166404147663404,1.493204502988188,0.5402039806337201,0.5390769049956313,3.0,0.2744801600354928,1.893565103800988,1.5597493277006165,0.5416922803461557,0.5377809769483742,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2779737690065789,1.835809228877592,1.5182931227478378,0.5272321775144029,0.5294117400374617,0.0,0.3356257550075553,1.8160555152346567,1.5010760537809222,0.5801037938805108,0.5663632393352365,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2953212238005581,1.824741877829873,1.5086968219504908,0.5434346545819084,0.5345102569734886,4.0,0.2718401573361109,1.856463753576108,1.520589620756709,0.5225314803025878,0.5485028434798134,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2937832084083076,1.8350728063049315,1.514289712874565,0.5420177196442082,0.541987736822991,1.0,0.2775132767675609,1.8153713803485965,1.4959597230082573,0.5272916837121189,0.5223807023420407,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6078887402818167,1.3814916425034327,1.0710136954407548,0.7798026762713034,0.784450515946334,3.0,0.0775451494655757,1.8303588900762684,1.338686149492772,0.4106551652768321,0.3280178634387035,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5646615504810507,1.360555188406496,1.043955206857762,0.7514474410290265,0.723239179545606,1.0,-0.1759942887942625,2.164088641264138,1.786502932719255,0.2985522867824175,0.296032996947272,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4930942610166037,1.4662712100251991,1.1466254472876407,0.7052696999334218,0.7002945667584093,2.0,0.1171833590645284,2.015039508582829,1.638352939060756,0.4520284825161065,0.4570207758037663,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.476959775300494,1.606474682239956,1.275160689452804,0.7003866323424897,0.7051350739908677,4.0,-0.5750811959290978,2.2367801847493665,1.701516628784585,0.3631873148163069,0.356727975024723,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.517306386051065,1.5269150826493203,1.1791201290253928,0.7221011540115314,0.7340612893771432,0.0,0.1070284949098772,1.9653825135898768,1.6117799215706494,0.3864028163016471,0.3422215351548711,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5266381638570097,1.4363684125874696,1.07546587540921,0.7522341543818152,0.748934185574056,4.0,0.4078975402032149,1.7840203656348956,1.403331747014574,0.6846222571418339,0.6942496131008643,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5184316492150327,1.528136292795336,1.2356177566792992,0.7256138098003315,0.719519799453677,3.0,-1.21399297719295,2.578813235422269,2.094298762783151,0.4981480861394663,0.4913683214932248,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6285217113551671,1.3215384493483493,1.0301086134474335,0.7968420616181386,0.794065144015208,2.0,0.1497643047112375,1.9999743186729984,1.668311368656605,0.4303257593287763,0.370110662159376,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5338125003465533,1.4536408214183665,1.1488805755067963,0.7503800663106714,0.7429118411902715,1.0,-1.295405424464314,3.4022499346560995,2.8322036679938574,0.2334067360416417,0.2181464657701046,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5674426732872054,1.4563748729589612,1.1176858801712717,0.7577167204322895,0.760480902337154,0.0,0.2958949104097979,1.6416223977179154,1.2430560538740634,0.5868289776144797,0.5471377406808318,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5261347235992815,1.5245226322357388,1.1917512489161617,0.7263161201906296,0.7433475090948951,0.0,0.1582072049184367,1.7338910961563376,1.401483407941576,0.4367555461729616,0.3871048204090133,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4344592558682377,1.4936712730247883,1.1326991074842712,0.6680845102061561,0.6599522840364446,1.0,-0.227543690039103,2.304758755528452,1.899828932302152,0.347477303207246,0.3309196657204347,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4475889726304803,1.4957723772374567,1.1915872109399883,0.6745028177782675,0.6592475474817642,2.0,0.0579219188129163,1.988782127609636,1.629371533279521,0.3956655398994178,0.3878067553739502,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5504998820194986,1.4598301080521598,1.1568317585492986,0.7438219368372153,0.7446893326772926,4.0,0.2597321283757426,1.8480147671039304,1.397800716419592,0.532013039699585,0.5457534763118218,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4977324700236698,1.5561473971912458,1.2411009230512484,0.7076774505234777,0.7176639184959043,3.0,0.1871307753067392,1.8738194044390588,1.480050484371214,0.4584405798682872,0.4589748198967054,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5617230932966014,1.4491250430773714,1.122382063578386,0.7671933311897277,0.7722368830578061,2.0,0.2113646968969754,1.7154390055923254,1.3505080472339284,0.4719110169492336,0.4387815741634864,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5188290316582322,1.437830050943088,1.153706662017283,0.7286144187161452,0.7257923876425065,0.0,0.5405925205737131,1.6702933631310124,1.2952129207356098,0.7385158058073311,0.74182725651206,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5645333332886298,1.4808123348510092,1.1240505147048696,0.7722796179267784,0.7753400955716162,1.0,-0.0957408505495889,1.9374166077866248,1.4864174548931235,0.3716812884827829,0.3674744139637779,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5784050648397232,1.4416541693643807,1.1330884603440574,0.7634867977392239,0.7639716561452101,3.0,-0.2581034905951747,2.131438606504747,1.6942041264261518,0.3226946515798927,0.3072512834440644,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6252494379480618,1.350694231380556,1.0632363751290306,0.7931011354720998,0.8022879167716017,4.0,0.1059639570375554,1.864364908685488,1.52982896813022,0.3771737468839882,0.3521387143720351,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4844057700347524,1.4896060582356478,1.1184085218659483,0.7040357811850159,0.7110463385943944,0.0,0.3278578049052386,1.901476246347079,1.4772663118762357,0.5969127808114338,0.6286170948502736,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4491704562571428,1.592211187678499,1.2296957426045163,0.6788365656898427,0.6826518409684286,4.0,0.0613647337480041,2.05889281651608,1.6764145348130204,0.4080106519642791,0.4215051111100892,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5396142090245417,1.4848066114423888,1.1484476238787835,0.7345880759407971,0.7356269841259058,3.0,0.2812109220077423,1.8085132738051328,1.4395966756269452,0.5479870615867786,0.538958314302763,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5489170749205763,1.466668103282864,1.1382985540177648,0.7413695908060735,0.7551710586134923,1.0,0.0901275089486796,2.049192320435003,1.6058118139192223,0.4313344679075932,0.4027699518449728,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4814386686171645,1.5412490087485455,1.2081953338040954,0.7088927916140582,0.6976197376969814,2.0,0.1612986246874391,1.8844496256447767,1.5644299239686996,0.4343842887457313,0.4159086589155813,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5059799387801751,1.4563689336762484,1.064125391134608,0.7461039155939206,0.731149424409118,0.0,0.2164493790508622,2.001203209284641,1.6015361488141395,0.5274665239395654,0.5412806438855403,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.584755249175779,1.4205354799335703,1.0886401825477847,0.7696432417398388,0.7548790431788857,1.0,-0.4304069329275346,2.409529244219085,1.980555182742416,0.3283661890822245,0.3131518585729095,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5214114642709837,1.5222110959071993,1.2066453481443755,0.7251410648478692,0.7352472707844914,2.0,0.2300099657136757,1.626514052611023,1.3102756054945173,0.5090933910699111,0.4435413753839235,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.489149215712452,1.489992502904413,1.1757317786785664,0.7031165748071325,0.6939612795753421,3.0,0.0142040414308608,2.026960927916691,1.662730831662921,0.3932039011712158,0.3859037012953506,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5198935631736589,1.4327291487696712,1.0868087409328362,0.7223850404660319,0.7154867523497188,4.0,0.2097350260092019,1.9884656785098047,1.6117791863298228,0.5130174017477647,0.5151773043078998,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4646529812685815,1.6094047466892558,1.258880499733913,0.694649748252351,0.7068454344870617,3.0,0.1643849289961902,1.9106370222356528,1.5030402347078635,0.4294395422071674,0.4133739704504327,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4472044601812888,1.583248814398768,1.2332849145252136,0.6724984128045313,0.6669867441342077,2.0,0.1038314545510342,2.0603984711313883,1.691191819364735,0.4263293680902746,0.4004522806312484,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4820566015304751,1.566201322706242,1.1955692669863425,0.7216974502609781,0.7272594587010167,4.0,0.0273892664707072,2.1242588848457915,1.656821235981878,0.4237330918721321,0.3900004580579428,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4947039656488216,1.5533876386555752,1.2365857152697843,0.7038130243489841,0.714014029288451,1.0,0.2246970501349996,1.790410130575757,1.4281126920736813,0.4976387090453832,0.5056678286281084,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2970652847736296,1.766230330664462,1.3693867037645435,0.6054781067833139,0.612568901344856,0.0,0.5222160625071074,1.6417703674416897,1.2142568459130478,0.752754902724367,0.735738302685552,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5168591274945966,1.38004236018848,1.0713053350602415,0.7205484124548268,0.7067071841063511,0.0,0.0363273125336984,2.04059463778933,1.6534558357419191,0.4483593913029515,0.4447069334986014,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4650887631248799,1.61281112021761,1.2903902264950158,0.683159060166354,0.6682963509313551,2.0,0.2498133539021596,1.7431216177499669,1.4705272380990544,0.5001214297339279,0.5078844916728956,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.566285517902799,1.4455534934946803,1.118285757919993,0.7651076206982987,0.7713227674712332,1.0,0.1413748235470258,1.7866220587520287,1.3870349072597243,0.389473422411258,0.3394438866802098,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4622150324083738,1.609736954766576,1.3188364298191877,0.6931539359975172,0.6932255021681264,4.0,0.2100714897265871,1.7288177837434378,1.397594065760417,0.5278890890779405,0.5704868198148718,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5871809280929557,1.436014518948191,1.1231184158097016,0.7720062211567646,0.7753360629627355,3.0,-0.0167961482471774,1.7115207928217897,1.3454396883423532,0.4706372429050515,0.4458214460382871,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.612960963867474,1.3474373936048902,1.0088494881847323,0.7834124927785243,0.7814919991774475,2.0,-0.26186066475766,2.336214880098235,1.867207604770859,0.2149574013030677,0.2176577512850041,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5522623783790545,1.477475027554704,1.1558898597565792,0.7467102631798617,0.757620861834784,3.0,0.050957244757452,2.022484119399546,1.6108991282737073,0.3414372024542443,0.3528337123789501,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5570613346043962,1.4519461733531265,1.1355800508722058,0.7466586096021854,0.7517046960751901,4.0,0.0497716662186864,2.091867479528202,1.7004743037270564,0.3435584648550962,0.3063039748444633,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5131769306732474,1.5323886488962717,1.1463636375442454,0.7315055759675195,0.7303042430289969,1.0,-0.0133674725471355,2.0856467266150496,1.7317997830151062,0.3574125373778842,0.2708680082319982,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5516209043109632,1.4327030821908662,1.099570237618502,0.7496065407637564,0.7600470754205795,0.0,0.310488989332942,1.851354086502144,1.419436806880752,0.6516585535238073,0.5946788858959209,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5450651883138649,1.4910082800724638,1.1611882791341204,0.7396873021136624,0.7407816102302149,4.0,-0.1444175011132615,1.794073827333856,1.5100242807699815,0.0758915645295507,0.0110348675916279,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5844764819582706,1.376782993734352,1.053349133955353,0.7657063576273317,0.7558459641401541,2.0,0.0320861665767611,2.153364757944216,1.8447149868281385,0.4803515866550546,0.4499316039458724,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6234982789121069,1.3548667613790757,1.0598688930750142,0.7956890288710421,0.8019106597682508,1.0,-0.1390671410785995,2.1214713583372413,1.748143080116174,0.3148301034213,0.2997622475267079,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.606813173517698,1.3247601964551137,1.013907428355459,0.7839565394001278,0.780644863660293,0.0,0.3147327607122948,1.9665999301373585,1.5111267211607524,0.6060044549541024,0.5888441650372614,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6632641278356775,1.2611647444820535,0.9512372228794664,0.818432343290999,0.809924653455991,3.0,-0.2080977711511429,2.313645230859261,1.9243650594065267,0.2586533336994935,0.2499372645101704,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4699373832596597,1.5943338902460094,1.2811711974102546,0.686527202919474,0.6934135577928214,4.0,0.130661660982456,1.856084611094764,1.4212893876065682,0.3908092888854272,0.4341492182288739,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4605157209715825,1.477999884523571,1.1240555908265988,0.6928877552675823,0.6911021331940158,0.0,0.0633389036753432,2.070085652487927,1.711082247239125,0.3897948539278728,0.3941148284099471,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5294189454486292,1.4962938270901207,1.183023374668151,0.7293456011616941,0.7289613559707502,1.0,0.2405382223728472,1.855057633949148,1.4863980066256992,0.5033427254114793,0.5025336189172843,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6214325359219895,1.3551128369235192,1.0675584936497815,0.7883773426733125,0.795846951154685,2.0,0.0520853987890806,2.054969370184995,1.5918668860330043,0.3697803112201184,0.3724030038893458,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5116690280299562,1.5171005417411652,1.1785897668244656,0.7230232432162003,0.7358443047060323,3.0,0.1448980834598975,2.019436101851785,1.664373406899811,0.3956705097089774,0.3932896435750697,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6095326791186753,1.3697510005106486,1.0758857150137822,0.7811518226638492,0.7834489580933531,1.0,0.0549189004273172,2.040680103447287,1.6066144824028017,0.3526287837784125,0.3127457132851797,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4974718953157687,1.5121180212470768,1.1497320072576696,0.7206614234310851,0.732406078916888,0.0,0.2764135152347523,1.936945270262304,1.6148492770598215,0.5799697169674272,0.5189466124066056,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6144146690334734,1.2899201079033276,0.965933147400494,0.7888438509680291,0.7827583284490721,2.0,0.3054959285898883,1.919161705888626,1.5528772071152923,0.5696992166857221,0.5733447762921597,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5914633634684008,1.393991433130571,1.1032154809932193,0.770973914692716,0.7782902676043262,3.0,-0.3755925687442989,1.9889447494326629,1.6487130875548277,0.2412341161023243,0.2002110858203085,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6392600257645668,1.31401057263457,1.013340042471399,0.8082658890723299,0.8042227851031667,4.0,-0.0462404891346841,2.1438541467975747,1.843031411951556,0.2224535749219024,0.162299247838674,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.551788624962292,1.4503230552901116,1.086633745295748,0.7477473737519271,0.7555991528371767,1.0,-0.1094089460637091,2.247171090663369,1.7604254449432997,0.2396825432399428,0.2450604449909106,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5084677515887225,1.5747570421426462,1.2266724851560888,0.7177021983001696,0.7337377116097374,3.0,-0.0129164596455741,1.9456959821746151,1.5879061180994618,0.2909476537189464,0.1899045833806797,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4372552142875728,1.675054541783332,1.3262735289378236,0.6620836960275662,0.6763078046101263,2.0,-0.0054246322838142,1.7296894381209018,1.410053565098966,0.2397466480011378,0.1792653254653696,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5266711422133961,1.5005910700643363,1.197001123223701,0.7260017151306313,0.7381062610275925,4.0,-0.4925177122904369,2.132351908679291,1.7558780900223858,0.1633644674455585,0.1671604199515861,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5288715894024303,1.5241122754073952,1.179098929245154,0.727996608912393,0.7419859742596601,0.0,-0.0008947584995435,2.055104415439933,1.641832761021088,0.315733297990374,0.3126833072942927,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6233426681775547,1.2561487386301733,0.9401217289592247,0.7899445125887976,0.7786320364718146,4.0,-0.1668311725607099,2.25742605442043,1.8159533255581577,0.3635775850108739,0.3506064960028535,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5508738171936831,1.4377681429799587,1.1008993274581174,0.7443837584771318,0.7385225133617866,3.0,0.2075513134309475,2.0032998957564314,1.6171648286659308,0.4943928812818833,0.4978637955446803,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5870421307935876,1.442641994155668,1.110336424144852,0.7667382265011358,0.7748861073309571,2.0,0.0133724243452036,1.9068955902641989,1.5739645394248043,0.3207406578769678,0.1968126090879162,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.610806318010755,1.354091643960887,1.0578044037189387,0.7841814489730483,0.7777921752303463,0.0,0.1479701369955799,2.0051855428343552,1.5810155950820268,0.4665794565857548,0.4860151301860154,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5273319989052874,1.3628049705690937,1.066826773491393,0.7376007740568102,0.7269944168569844,1.0,-0.0325774821189404,2.1196486352450266,1.731875266743378,0.3826407282714186,0.3812120728023864,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4723274936911894,1.5156288360203372,1.167750262868904,0.7046534991590282,0.7122608724629617,1.0,0.3186318135846867,1.9122983597402423,1.5670509900229366,0.5708979150301579,0.5834267998128514,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5249251011356189,1.5257842343642247,1.2168667300858995,0.7257966206653672,0.7442679380730891,2.0,0.0057908435362113,1.870505777099319,1.5054194852846985,0.4740095458841229,0.5059161864245916,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.476955935921693,1.487419561268236,1.1503157759220697,0.6939047532050977,0.7048135224145076,3.0,0.1143687942130781,2.09681040508465,1.6525380358731658,0.4908122232229487,0.4915366549122559,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4468618072407938,1.6463355426023791,1.287518043672521,0.6741509900203654,0.6820849999657455,4.0,0.0845973988230385,1.8470290951979749,1.4789406708883543,0.3755162236552383,0.3110897540728082,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.484942318067839,1.6082619306305594,1.2755365617619228,0.6965584611754437,0.7095562421578584,0.0,-0.0571251575260809,1.8225716286993487,1.473663291446751,0.2472642285633227,0.1925462003188469,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5063213465296743,1.4180086025185143,1.0948401819589226,0.7163005794840147,0.7192076899892268,4.0,0.0935906951201512,2.0311607771592364,1.691366313065379,0.404720789920268,0.4039485834035724,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5262180506284448,1.5073979594810882,1.196936727894775,0.743561737857069,0.7521151647978087,0.0,-0.0395565128175599,1.8345183395689475,1.465838604736873,0.2614387982503797,0.2328026004231046,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5599652527193876,1.4349988488307055,1.1031750790029764,0.7539000736675439,0.7497245112808008,3.0,-0.019297494717519,2.138143166550954,1.739032037675517,0.3026806365861524,0.3048343146203265,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5294012746230563,1.5010276270993987,1.1936008301383731,0.7325104434947802,0.7344252250094896,2.0,0.1147405255354124,1.9670746068179767,1.7350867437655484,0.3606840050914269,0.3097638274454924,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4772189898816553,1.548486133690096,1.2136310844632374,0.6995912628993353,0.7202841164032607,1.0,0.2765986733641306,1.891737197648988,1.480872007980035,0.5750650174328763,0.5962380530282871,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3168862494937935,1.810226471993772,1.4888977225772306,0.5827391107020448,0.5884682614882766,4.0,-0.0187277941359158,1.7850193492792064,1.5528281566067414,0.4625653600843513,0.401687801427945,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4444063270811054,1.615976372991911,1.2074527775500832,0.6811572934629853,0.6941671664902421,3.0,0.1348274615834982,2.020854254967845,1.6558071677959882,0.417040414966049,0.3792128387631813,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2838405383893918,1.7771020129519144,1.459934333577416,0.5396929466020695,0.5394175402442144,1.0,0.5173476328674373,1.6617454082901222,1.3102120864650475,0.7478176549704774,0.7378602927544112,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3620224310158385,1.768528697442732,1.3674015806388196,0.6354155091009126,0.6321467427049396,0.0,-0.7368755257763209,2.6369431571064594,2.0499200654088554,0.2089825628677751,0.2529865168681913,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4479066354137185,1.6590344861205508,1.2827004655250112,0.6808350458377856,0.6900795516543007,2.0,0.1120937454200461,1.843625326678076,1.5459150489895863,0.4023221286927972,0.3427910168007801,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4669602142925149,1.47289370847058,1.1077900650474086,0.6898703483185114,0.6618785834239852,0.0,0.0625109546156112,1.9467066404660065,1.5811540415653815,0.4505543010595962,0.4431192493773154,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4747597008981514,1.5932114770810506,1.251781665132596,0.7062244256830015,0.7035316912435592,1.0,0.0964302945262269,1.7151428909173514,1.2586740356962385,0.3934641708884347,0.3209047776799197,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4645061065940929,1.6283431937709454,1.3235327186819916,0.6881225298077093,0.6825640051674169,2.0,-2.1253252807977265,3.0360850207195176,2.329946631691121,0.3722138404120039,0.3713069121844797,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4409402209889028,1.6534296035167737,1.3117161729226188,0.6715447125607368,0.6620012614038139,3.0,-0.9973004527742884,2.5105562997959585,1.907096016695913,0.3977959186603418,0.4430669315410677,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4072661408528282,1.7008073750384811,1.3388823818670983,0.6565127815390939,0.6466673589254832,4.0,-0.6271044239580779,2.2033572456887494,1.6866357618576138,0.4709099694811174,0.4724899923118751,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3756464076239723,1.55932423971723,1.2495540658802728,0.6191665950103977,0.6098685489766449,1.0,0.1624385538890038,1.9045869717517416,1.584371476054541,0.4433460110708978,0.4334476336336242,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3078749316827842,1.768303389007911,1.379797253269659,0.5891636796133136,0.5843657977947131,4.0,0.3395846836405961,1.85553901661048,1.4833377353301285,0.6051077723216548,0.6098450033528239,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4356242037235645,1.6267611545849696,1.301154013166835,0.6611887318888037,0.660694863217628,2.0,0.3094688939909122,1.8316664129591576,1.4075934103944086,0.5706427638248391,0.590688507098718,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4748320448167312,1.6150027260756148,1.2715646440348485,0.6937527049914025,0.7033034967124043,0.0,0.1585577133254135,1.858946586550992,1.5555919810473773,0.4135749012327732,0.3700211620929312,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4464320781957882,1.6223731039181668,1.2771998164706704,0.6755725402384372,0.6755401143962687,3.0,0.2557576325157873,1.852905660098377,1.4897463876856576,0.5105294403872822,0.4972409591188396,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4355260472315746,1.6785897957769929,1.347619775049572,0.6638367311744201,0.6601648545208789,4.0,-0.307122943971271,2.313890285523044,1.8228544553359205,0.3422429129744313,0.3847707870580983,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4653106124094338,1.593267919300875,1.2482397820648874,0.6977504087550694,0.6957168859852032,0.0,0.2371519214428781,1.8756498487503244,1.557435621016769,0.4910189189744901,0.4736179135674236,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.431451531903164,1.5819367298878635,1.2280970651686465,0.6613326715595378,0.659005124160455,2.0,0.4145837862347726,1.805183980367196,1.466842428930513,0.6612951997006904,0.6688434997318811,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3863752715875235,1.7304141727979538,1.424061604271496,0.6267312434451602,0.6188998851029367,1.0,-0.1339666741318839,1.958333965986232,1.5931608221940832,0.4163480313309723,0.4064655582100258,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.392868256415168,1.7277753374263984,1.329082176911825,0.6650490283753332,0.6617945446760923,3.0,-0.2900732861805357,2.1501187419412964,1.734583435470567,0.347835703464005,0.3428517516346154,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4269930919873387,1.6244973615019238,1.222802101015725,0.6794140701313021,0.6845125812225082,1.0,0.1660474938643819,1.9983921669752736,1.6568102706875,0.4526772309098743,0.4132056574704417,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4592055271748939,1.6241513423280545,1.27879513732882,0.6788179913002639,0.6858970374644672,0.0,0.0034928111714422,2.047569708853702,1.6917881606874412,0.3489913387117657,0.2995191003804945,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3414168576913354,1.687917885630703,1.3615193625439952,0.5858393589257977,0.5820059612621359,2.0,0.0267721858651759,2.159650965511084,1.7755259736103215,0.3008455147001009,0.2918199696036663,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4128012293586832,1.659412538833255,1.2905142210255345,0.6538354256663022,0.6504135142228975,4.0,0.1688751713958685,1.9965337897075208,1.5996000095560712,0.4645430779324745,0.4703820729035313,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3973517305170652,1.6685598009017517,1.342694902434372,0.6307165677294562,0.6281314396584075,3.0,-0.0055914209259217,2.1649480724895223,1.7944686304287416,0.3514632361883001,0.2814056255214356,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5150649836832136,1.5136488465301143,1.1505668782536558,0.7191441914061605,0.7230547513829658,1.0,0.2144019480932941,1.9260665269820247,1.6260031328201294,0.4690819258920367,0.4152889873170986,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4685601801278461,1.4904407076288169,1.1525777531378016,0.6857197235092974,0.6826790756197392,0.0,0.3042347883509727,1.8451759173605289,1.5099011448834905,0.5609099269289148,0.5559926793604635,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4503263789238828,1.632711347645998,1.2683863165441542,0.6900004685113889,0.6870852330916328,2.0,0.1256171926608124,1.930314155712045,1.5589107378323872,0.3903424001840201,0.3439220585214245,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2267199986286014,1.8040171922196169,1.4989112380106966,0.589593771451459,0.5880955026256011,4.0,0.398309294633553,1.837503107378184,1.5114544758480557,0.7024880997451218,0.7071353065325089,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4188880496284565,1.6607073485376935,1.2757048472869037,0.6714231918567783,0.6640839392551396,3.0,0.3038931849554079,1.7629533529242067,1.282482586647748,0.6065328274659583,0.6240692722253754,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4068221546961728,1.6562891309786223,1.3379877809112652,0.6427004449616565,0.6415795402103377,0.0,0.3622008854452145,1.7972184656350738,1.4438071014487357,0.6038838246368508,0.5867069419088543,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4352222206549396,1.648459276489126,1.3212132605807645,0.6624740581378467,0.6645927450063706,1.0,0.158407278865679,1.8863790583598872,1.495348719540347,0.4561508968497776,0.499875588342524,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3603281827187606,1.7111444993540774,1.316289952196816,0.6192565255890476,0.5858375001213534,4.0,-0.0255159811717455,2.0810060202369134,1.7328186130163654,0.3243974769611799,0.3036831421021398,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3582421042093526,1.6952041313015616,1.3484017899772465,0.6016847677873101,0.6112250530023694,3.0,0.4307805600137834,1.704873954278147,1.3634140357579705,0.6653786311171392,0.6512142456576129,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3736889534626275,1.7421490274482332,1.4029298379115789,0.6222151588714679,0.6207823372541486,2.0,0.1845813223419553,1.6657578389665462,1.2662301871593242,0.4492109877690741,0.4156487889151644,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3237430197574469,1.82155321625982,1.5261801993809927,0.5794198875606247,0.5648542170663431,1.0,-0.7144211248539645,2.227852655383362,1.7510359641865536,0.3911484072893864,0.4083401442048425,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4852803957724788,1.5688948155783486,1.262468853556425,0.7147909183378636,0.7114310033387097,3.0,0.1811616575783483,1.935700763676152,1.616035994268482,0.4300538449529074,0.3923858461789304,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4739056767341153,1.6098595931736328,1.2472024774764634,0.6961649503907118,0.7023108371199053,4.0,0.2798657442131492,1.705343511660719,1.352197652428665,0.5334367448656971,0.5137041468770505,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4116161385924978,1.6832366025184329,1.3592738119398204,0.6523256898777654,0.6477862850657412,2.0,0.2018421461723635,1.557753996277829,1.1953848437904,0.4531821234194417,0.3897484357382312,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4735247493052338,1.5681891353586364,1.2365927396613274,0.6897346568517049,0.6700609290070724,0.0,0.145436350794355,1.955332032328987,1.6010342941461306,0.4226826196690902,0.3727159292634526,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4596750899840948,1.6305098086767469,1.2979654328378127,0.6780059102787483,0.6909235910525097,2.0,-0.1341069497108942,2.115046343970929,1.765298241426294,0.2162261104402508,0.2061787759626518,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3470458814063152,1.7948985522872596,1.4700693077939486,0.590298882339102,0.5974739881455483,3.0,-0.1258007217168075,2.001608102448803,1.7045391935840426,0.3705774140641236,0.3570068431370548,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.264737965093325,1.902846686732879,1.5676241619201174,0.5475361376578258,0.5433249104856358,1.0,-0.083006361172631,1.72897464514098,1.5203964562303778,0.2916861518666654,0.2613532960933658,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3825876581111138,1.6105585393815205,1.268672573065319,0.6193112254224311,0.621272129604938,4.0,-0.157735672729198,2.3241126262632115,1.8976388421763188,0.3392198650859078,0.301158741355291,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3403569810791922,1.7911978102908588,1.443188129114947,0.5854368342588014,0.5841064965926396,0.0,0.074931517786336,1.6838796849561413,1.4224968860801468,0.2843858767365855,0.2470033854952885,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.581586697385721,1.4264368160533578,1.10882801216938,0.7652562103515161,0.7701848132452859,0.0,0.1406895505650625,1.936368111825012,1.534213144668015,0.4124020235663242,0.3739004462047786,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4441040038996517,1.620463324710434,1.249765033068212,0.6826107941127413,0.6814609576135899,1.0,0.0127928337744598,2.146479750227212,1.7376231478368924,0.3157492951479322,0.2582800288737452,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3523697850053523,1.7343534133052767,1.4544817386455609,0.624799597784271,0.6164651189141285,2.0,0.0574435021611963,2.1378218905566007,1.8413137513962168,0.4213769720276641,0.4096926947210269,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3291185752851683,1.8221484804482333,1.5209955044090748,0.6619488313238356,0.6655694172976435,3.0,-0.0647138673766969,1.852861221766223,1.613257419538669,0.2430725530506083,0.1710873851721783,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4241860400143918,1.6690244507623122,1.3646465055644512,0.6535458463092627,0.6569851053805635,4.0,0.1794101798653716,1.903296653790576,1.5690320671184306,0.4290462505089346,0.4002268623225097,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3259196467022025,1.7136900495485452,1.393187104207262,0.5801853199504275,0.5937665196057317,0.0,0.2802993314939289,1.8981842784821563,1.617157561041541,0.5859644855285595,0.5618688508203883,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3629648219386577,1.7335936641391447,1.3957026858572,0.6037602186809214,0.6156480663150767,1.0,0.2754099248177395,1.8557054705159488,1.5479253278790273,0.5792729796750907,0.4865286337205912,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3771666352902799,1.7264521932323478,1.428572249709694,0.6151460179833532,0.6166695472029969,2.0,0.0396947352064812,1.896303182749245,1.6045501120275276,0.347669031309609,0.3788548754301968,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3192249725752796,1.819878047872904,1.528831353447321,0.5666442378909042,0.5637327100837022,4.0,0.0547589161352602,1.7933708953819731,1.5295172957514944,0.4134947611392017,0.401986417030483,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.283297422463773,1.7545607363382685,1.4385541048914656,0.5431602213503328,0.5525192821030709,3.0,0.2151502091068258,1.92396861037548,1.6279869175298416,0.5148548545196502,0.5071775225024594,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4306317540363432,1.5773226845829114,1.22409326435927,0.6617202946877785,0.6607264148386391,3.0,0.1901840605623214,1.87012058511136,1.544012536415617,0.495751980816306,0.5075822059835815,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4137469303149376,1.6760196319670846,1.2957682379876816,0.6556085082151097,0.6509790431585288,1.0,0.0363583046988187,2.0555016817051417,1.7969154826926426,0.2699521358728548,0.233026153068736,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3563340406103721,1.729408139960278,1.4415840667962638,0.6167290281420148,0.6246987533081055,0.0,0.2249579330445131,1.9605327954991143,1.6709210288564498,0.507335947645665,0.4654237414965653,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2849388158295325,1.76508895584298,1.400515593211234,0.5370128600215569,0.5479741759940382,2.0,0.2721280239247035,1.861916130734184,1.6119872280380183,0.5448267600585357,0.5625501199065089,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4040420552963796,1.551964080997085,1.2570000274323498,0.640628974702797,0.6335469160311522,4.0,0.1437900146255739,2.0369002027628818,1.6113474173240423,0.5372197639916081,0.5226814686356408,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3238297129101646,1.82024832771194,1.4972541065595082,0.5743108323666424,0.5837735751995455,4.0,-0.0068157076493891,2.035213812451994,1.722919166972349,0.3466407750576984,0.3328124298226215,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3599638675909498,1.7678155284677552,1.4553698468382403,0.601132747580602,0.6085456065211706,0.0,0.0483822137632619,1.880386354882352,1.5916171453598529,0.3445211874899315,0.3514294661053009,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2618476391094443,1.7843493279828395,1.4195500278877,0.5289746483821678,0.5358359732554566,1.0,0.3753862688360865,1.83245391050114,1.4540402962049102,0.6208853513601003,0.6448257648495492,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.381446057587901,1.7491475661956457,1.415492805633273,0.6196686503188399,0.6268618682593152,3.0,0.0498962898176064,1.6300152027831265,1.372959029901007,0.2597357297557701,0.2157101306040351,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.356025913144148,1.7593495676157287,1.36660707066373,0.6056870355638087,0.605293476029584,2.0,0.1298242895115045,1.9845553437840555,1.6949628730449835,0.363449833783865,0.3501680050629074,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3201070754084082,1.6984738410139395,1.415166811035066,0.5769421476525898,0.572724568991267,1.0,0.360572761274179,1.876424137986173,1.5525430286103217,0.6012301821090217,0.6190226591560953,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4761801431190239,1.5449208412912536,1.2289295811762568,0.6913128900589132,0.6884511016098682,2.0,0.2500175171069606,1.9686083999022448,1.559961395125661,0.5308940743778778,0.5493490034149833,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2614197637048894,1.7561440025337778,1.4423937357439682,0.5134510082067842,0.5085132967972319,3.0,0.1191334867374893,1.878431234036389,1.5269363450088989,0.4052185045468682,0.3941372165458828,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3115446332055884,1.693200102373458,1.351880822611442,0.5588839598645715,0.5430660023230187,0.0,0.0786546268459054,2.0131897073696443,1.669145789785801,0.3722736660551025,0.3467972026137141,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3569678214522275,1.7411358059895174,1.3826026406386056,0.6466129832022848,0.6430086581668439,4.0,-0.1308783206204073,1.8205679781501072,1.4334519088289506,0.1551965323857956,0.1427617345443685,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2670215782682085,1.8850526628742943,1.5657980854185736,0.5344247285631698,0.5323934847125237,2.0,0.0573414775357807,1.640493445203453,1.313776738023391,0.3042007435174519,0.3098744398274202,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3657215485522744,1.765500808466644,1.4302685250666112,0.610375856455958,0.6230488361712186,4.0,0.0507000733055446,1.959913030554829,1.5920861991567643,0.3274315081020447,0.2916902307750977,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3028410262074509,1.8471344228106383,1.5301927316511097,0.5549419990168853,0.5623397524775509,1.0,0.1499395506538262,1.877217730929014,1.568991147900687,0.4136794392441332,0.3834068854445492,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3899819330868971,1.700480186871841,1.3773016098714033,0.62550248988044,0.6209902134692821,3.0,0.068681839215505,2.076146055031182,1.7444866426467895,0.2989266899433544,0.2561538393171363,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3504271515426853,1.7626958065121157,1.457252343427195,0.5934441130832481,0.5856880526723486,0.0,0.1886054503587295,1.8391054617439624,1.5084886048466732,0.437946202373615,0.4532467722509938,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3726391423729862,1.6906723830062482,1.4116649541534732,0.6208316487241128,0.5969458415467976,2.0,-0.1175187567986524,2.201703038540171,1.8491966217477744,0.1261681228504988,0.1032642784853246,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4438284859436114,1.6286779486388032,1.3040137617433445,0.6701698864950079,0.6651615002517508,3.0,0.0189486821054432,2.1201882078550107,1.753633760190927,0.2498143521908448,0.2304172918492339,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3244328333547921,1.797202331918592,1.5119652638131231,0.585831184577214,0.5584259366213482,4.0,0.274139785592138,1.8243321368855063,1.539132807135757,0.5389812388771228,0.5679633143969747,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.409862346708812,1.6857548621551044,1.3724849417428937,0.6528915510257955,0.6478223373277459,1.0,0.1106504193024033,1.9438413411026072,1.6938930865390078,0.3524145108535335,0.3337459637071825,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3975344655637786,1.680026543927809,1.3857666041997885,0.6341204945861894,0.6198800554397669,0.0,0.1827461798699234,1.9925236743268304,1.66812511729299,0.4378672196422678,0.4662549781226188,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3873781351419324,1.7162893927239442,1.341678837406706,0.6287922874461226,0.6328387495015405,0.0,0.1137367118676833,1.971145654097868,1.59696277405763,0.3661915195416789,0.2687603815123926,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3398093746309688,1.8208301800325213,1.4816545592732409,0.5837231117452937,0.5861102822504355,4.0,-0.7400430621415781,2.51713009243794,2.0731411338551653,0.2627218274183105,0.2598600356017829,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3192454512984737,1.8045815743842888,1.46056427081982,0.5698527247017958,0.5624792058126343,2.0,0.1946915602737733,1.6690620088489307,1.3792772553100878,0.4707708314135688,0.4248788856578106,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2957362251155931,1.7057957308577485,1.3731224658657974,0.5441845827706082,0.5402866095795236,1.0,0.347128464918965,1.8361169991582933,1.4563262026036434,0.5985606808590895,0.5909365002692645,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3119869402889463,1.84184206057899,1.498776904292523,0.5639230443830956,0.5570561052237137,3.0,-1.2880565613437884,2.692319235019244,2.006171842053777,0.3351113061177586,0.3623598907832002,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3134663882143012,1.8453746811626384,1.4816603261946353,0.5887512935419585,0.5793801470846724,1.0,-1.309215469025124,2.632356722375116,1.9231170922743552,0.3341637974601081,0.349033269886182,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4238367976471738,1.662748849985635,1.3265644493956048,0.6511244965077111,0.6522524023243282,4.0,0.2997109725229305,1.7636456120676984,1.4097720757126808,0.561794681118832,0.5371106627783574,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4205198835429338,1.653169651781402,1.3391688624097975,0.6518949227155388,0.6375847583796982,3.0,0.0401907983563237,2.043910689639457,1.7007345499344242,0.3158169989440565,0.2638103060275264,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3608103379822609,1.677717897722912,1.286375635375791,0.6091411057833354,0.6108828423239744,2.0,0.3342126333264387,1.830481989143332,1.4685666240667077,0.586745528391118,0.5799629665675348,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2946102459941655,1.8481671304392184,1.5146891681061072,0.5577492936392918,0.5422875319058682,0.0,-0.8198995891352241,2.255389619947544,1.7461948001724408,0.3615279487956,0.3870750675006309,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3356747980614915,1.7909234125011082,1.4910636772844346,0.5976529465144507,0.5935634380568476,2.0,0.2780428978858665,1.714709901504139,1.3722714370934763,0.5377592356958665,0.5523956744923932,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2811479010208606,1.7614902176319631,1.42960855551064,0.5302456898775884,0.5251883569229332,3.0,-0.8286911888470951,2.927720846609726,2.3074614416469226,0.0176279454592492,0.0290027763367821,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2757591352724656,1.7020629669187906,1.355415033433997,0.527484681973226,0.5236032177059023,4.0,0.1202938747205804,1.9647684258343108,1.624302909649335,0.4246649419446757,0.3977207770685287,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3603386971757917,1.7727632100244983,1.4574129354262253,0.6059865377200007,0.6081835537828676,1.0,0.2171175260825841,1.6256308498254048,1.3687917883593612,0.5097860273187451,0.4810445682094052,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3224863529849239,1.6889395115771657,1.373025824823653,0.5754817204504754,0.5759659427204377,0.0,0.161811238713924,1.95195401518138,1.636691762137413,0.4835632509397615,0.4647672109234644,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3297222601900937,1.711289956086136,1.367215240585343,0.5845291748094936,0.5808620452786827,4.0,0.1848418016868199,1.97309298930925,1.6181209181396057,0.5500215820033914,0.5309056021880978,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2624720534777215,1.782387560214688,1.505061334535316,0.5239714162838671,0.5101880769661782,2.0,0.5707886936209181,1.59649674649504,1.2108035302770774,0.765019421060596,0.7676068828748585,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3674864507342671,1.7713919533527724,1.3763557254655412,0.6335335190583091,0.6339963625803496,1.0,-0.1468344296927355,2.0983510815063746,1.7196758625448134,0.2654700501776553,0.2483182214010626,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.276281212206704,1.879445752376756,1.5896724737929917,0.5913313725176338,0.5850062184457544,0.0,-0.686935218923747,2.4161614025783176,2.0184132095944185,0.3823878000889138,0.4068937584162105,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4008002711006355,1.709267562779063,1.373293879302,0.6348884192197055,0.6306556905756003,3.0,0.1083918387036995,1.815425162127689,1.555336518378326,0.4351884695990982,0.3779069836919865,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3292018192332567,1.815026785205212,1.4374374306996665,0.5869786368600115,0.5986704512472838,3.0,-0.1476494425745542,2.138585733293238,1.7863096257015478,0.2605038639722445,0.2449043816563987,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2549747160999984,1.798745392210909,1.439430414000796,0.5098318643838041,0.52688750290678,0.0,0.368896572340653,1.8073131266617424,1.4596538858700403,0.6159054234268221,0.623439837641404,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2842629795514272,1.8725675776752928,1.515357880722818,0.5465447042048731,0.5431988131335753,1.0,0.2374034616091939,1.6723932145886389,1.3032587942481042,0.5334796446344044,0.4823057577001712,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2847208273336028,1.709021882460374,1.362113170334137,0.5338242441916272,0.5189361490759554,2.0,0.0365587656746001,2.030474313177512,1.7106665392746874,0.3676140691681246,0.3452343836957918,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3107519562982072,1.830883282137356,1.467557378449125,0.5662875686867024,0.5731687170457991,4.0,0.2033804256739712,1.7203144766010627,1.3344975988834331,0.4562125917427261,0.3868617013377171,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4111625103874146,1.690394927193493,1.3804008010937574,0.6673427379371015,0.668672022139408,4.0,0.1217248204076688,1.970629111332768,1.6757663158078988,0.4115151361883803,0.3603436958332355,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3991111350506631,1.6858355434278445,1.3843222786559328,0.6366413845208421,0.6294146767253184,2.0,0.2823326474578032,1.834891411517098,1.4994256985310006,0.5387225379558427,0.5558917359022082,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3980317817709637,1.7366879260537649,1.358819488648716,0.6593678610183342,0.6583507573722032,1.0,0.1038596355114187,1.8959944505136568,1.5211934148865152,0.3620513401385306,0.3301037442168223,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4038996854426635,1.7004596672177992,1.3149183835543192,0.6465625220507847,0.6421205001969631,0.0,0.2390341306634115,1.8113285667959635,1.4339053829131845,0.5040042832905308,0.4789071931741654,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4264127097303104,1.642349563706022,1.3069961072512846,0.6560208486112147,0.6435624186077468,3.0,0.3082462311072892,1.8210406360195448,1.4763872462542156,0.5569977559324455,0.5707727910158387,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3000594019009781,1.867121075280786,1.5264782015227512,0.5522667778173265,0.5513936004002862,4.0,0.1950170263193987,1.7022142764758657,1.375483853304494,0.446687921743313,0.4423666243801123,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3277063213249913,1.781328742327204,1.4565808247055394,0.5744279719466301,0.5695336384860594,0.0,0.2921031070444586,1.8303909230787312,1.4353038115763717,0.5529658640049138,0.5442081047787414,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2758412948719108,1.8942696129640888,1.571841476286289,0.5324297668607414,0.5248378296822862,1.0,-1.4989892442221937,2.63134563799267,2.0867165603276696,0.4121093095784209,0.3999104710864351,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3424702461629721,1.7974388241072856,1.451919117121815,0.5914046702057751,0.5899179572692915,2.0,0.1614087929561287,1.7582371048837482,1.4545862236762015,0.420657539277623,0.3880367593322769,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3410035972848664,1.7890535544318564,1.4385791873038765,0.5846653034646161,0.5781668629254606,3.0,0.1320660418057758,1.926132630292879,1.631189310819179,0.3842112997343182,0.3568468494903544,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3216648626609308,1.695153710522313,1.384391692917024,0.5735427961085712,0.570689617766839,4.0,0.302717724264757,1.8667312259667408,1.5856889833299803,0.5638170017532764,0.565143591355496,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3852667050887133,1.696365860762192,1.3929357515179412,0.6245445410108399,0.6103986570558876,3.0,0.1084045114028636,1.9994290867955984,1.677742880933425,0.3718827315289168,0.3020939614616449,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4169988619636177,1.6522643923414078,1.3092130859184623,0.6458075459183512,0.6360015425697257,0.0,0.108168497035783,2.0150458408202185,1.6502953737576802,0.3836166552276093,0.3310477972661483,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4041539230714092,1.6561662089596365,1.353096482384228,0.6424799183570731,0.6335739692019353,1.0,0.0539191908918715,2.101888982094858,1.7474108131789656,0.404877898990609,0.3507036206898977,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3597225518028319,1.6759386955243896,1.3767577245303655,0.6141913783834979,0.5884066524556895,2.0,0.0745135546001679,2.0269798046008063,1.6664902522318388,0.3901832661914533,0.3627904492758186,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1964374585630862,1.7967055743217106,1.4535935369127122,0.4455451722358432,0.4399858569223465,3.0,0.0313923199501464,2.076685810887116,1.7182081424551658,0.3795947709770092,0.346032372000329,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3234640932671973,1.7977543611476392,1.4595637053707513,0.5730275687347891,0.5667049113457387,0.0,-0.0231765626405131,2.1686226444481465,1.816871794948497,0.1967879778875209,0.1489945453594526,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2914351889356057,1.8408965372834072,1.4870615282245991,0.540661124767927,0.5525852817416321,1.0,0.1596542455103278,1.934567841961836,1.649983597879144,0.510050051563117,0.4082300001152699,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2672094002541573,1.8787279872038127,1.5553657496168314,0.5241193948769163,0.5189843257512636,2.0,0.1085380173997513,1.8270616055143736,1.4939350466375,0.3582452751025765,0.3825252023937564,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2670097982224031,1.9143232903130367,1.5832170555835698,0.5178956902748089,0.5306617558711583,4.0,0.0617024560172936,1.7921595960705894,1.5424912154902608,0.306779507572364,0.3009261845938649,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3354699861267205,1.7524677715342636,1.4356230282913427,0.5812576889928044,0.5462193146531329,2.0,0.0403381388514836,2.030270615531005,1.702142818368596,0.2544297293771634,0.2412292489830269,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3664423162653862,1.7693249870868852,1.435835220851004,0.6100746309299978,0.618584828231791,1.0,-0.0722481381093584,2.0204823418734525,1.810084971573835,0.0709509611176775,-0.0312308853713272,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3611331080203773,1.7564579759330388,1.4665000577514444,0.605280967135189,0.598934003894512,4.0,0.0685810841355618,2.041781726918711,1.7383597977721406,0.3333810979581739,0.3297041345038844,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2268766618799242,1.733948014808972,1.4224288054744634,0.4786584537742294,0.4759624516869942,0.0,0.1251938815697552,1.980206687208888,1.6479513447040337,0.4169133736792089,0.401603963838263,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2833942255938602,1.890004415106912,1.5734012970192863,0.5583172520088201,0.5534746332326972,3.0,-0.1898107105335065,1.8350817337770724,1.569752036952902,0.2222082453634472,0.2331800799864359,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1959479068830163,1.860150697519293,1.5475614869109728,0.4434917432156624,0.4322076604394043,2.0,0.3968211759193334,1.8460114976494644,1.452735651577325,0.6461993276171257,0.6670198464630661,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2429601206734372,1.9154848648601024,1.544196624655714,0.5026735320350127,0.4997239336754436,4.0,-0.0149942676736793,1.7299036141749626,1.4021430974442377,0.2214102031834129,0.2314646734305284,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2760067249310738,1.85984601117085,1.5542206102971592,0.5297336664401526,0.519107682557544,3.0,0.2250881722868331,1.85579938032452,1.5670218530407658,0.5276785512240911,0.5599645681084059,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3133738754740475,1.817657511637954,1.493127565761799,0.5620551864424381,0.5581236499220371,1.0,0.1326135239390323,1.9559024388817967,1.628237350542114,0.3740618027452916,0.3541746943741131,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2087895936384198,1.8498144221166728,1.5291314368759554,0.4575095793895418,0.4536963439017206,0.0,0.3236912841967484,1.907795278297253,1.519528420726047,0.634615265913048,0.6516222433178402,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3421519860991827,1.7931587060215215,1.4666521355953412,0.5865468058430385,0.5847915588491707,2.0,-0.0643245676001122,1.960092774963954,1.7415700994919394,0.0486287431190315,-0.0930057450549291,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3380346138582711,1.767075392012652,1.4740536836370322,0.5877176641848424,0.5730467336067441,4.0,0.1402497617692621,2.0038822589749903,1.716773494832656,0.3887597291184861,0.4134013587588544,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3555076567735042,1.8043659314259013,1.4383542735900188,0.5979354886020576,0.6031808272058434,1.0,0.1619710621613856,1.813220134529948,1.5350569604268556,0.4321318743522419,0.3688257686261218,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2329518175604306,1.8171091706181328,1.436344307754635,0.4917989513338955,0.5146037963178423,0.0,0.2472448290822166,1.9027430771029108,1.6626607329187428,0.5631980262318885,0.5560529450270011,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2593235341109553,1.789306639464812,1.447838296145444,0.5095083868694246,0.5261205963919207,3.0,0.2052349866426753,1.9265298568901608,1.610896551211675,0.5008075171419233,0.4820091893143666,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3035583744900454,1.8080663024508337,1.4706649471454882,0.55172703128616,0.5447176436681987,3.0,0.0923435342942932,2.0629628111220253,1.747882459047969,0.3179265829909573,0.2979560020200408,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.287158367354151,1.827943552960487,1.45309857219257,0.5453397882151986,0.526452016389711,2.0,-0.0721118017674,2.209447986831409,1.8042968482132489,0.2686749552528145,0.2805244922724433,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1351610052638154,1.8380747813888592,1.4460942063421147,0.393746904689121,0.3875977429996496,1.0,-0.258362063217995,2.381662742122201,1.979619967858928,0.2875168165634809,0.2680639948251231,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.189685682209852,1.882675128704764,1.5579559543880952,0.4362876688071399,0.4437434527581518,0.0,0.3272055344189477,1.866341669628784,1.5575627545404234,0.583329912813473,0.6012584685593537,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2309157658308163,1.9503542265643767,1.6223956039378735,0.4883326810920904,0.4809855603301645,4.0,0.1770583132778798,1.769294075512993,1.464480728478276,0.4363715019532344,0.4370600247946424,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3626800129268956,1.7935024493263971,1.417793829821878,0.6095261344518803,0.6182365760771842,4.0,-0.0326712602516059,1.93152735472918,1.6262847476642794,0.1704865295498521,0.0731484335069959,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3114438486800219,1.8263987830852977,1.5275942514960297,0.5601075964198018,0.5508448400010956,3.0,0.2708634228154722,1.7413506708131157,1.459572643298971,0.5538481503812709,0.5768426274156271,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3087840654180668,1.8350986968006933,1.5124540246041858,0.5557405580172757,0.553775581864055,2.0,-0.1906079012019303,2.1896033900437715,1.867600998404732,0.320908437766336,0.3317189440972289,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3551416351612205,1.782413281181915,1.4307130482612234,0.5964544434074754,0.6050142219791678,0.0,-0.0164922131270832,2.0195247264948404,1.8065181457530863,0.1944380772195201,0.0918346550849301,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2973447595006045,1.8359885672654164,1.5386755134165286,0.5577629533890156,0.5481336203068262,1.0,0.2196841032713982,1.869238698132826,1.5793505856000734,0.4873507178041276,0.4849331309156853,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1787637456678816,1.802357573196456,1.4798237142753987,0.4228590260021395,0.4164475559651859,4.0,0.1032086200273016,1.974742960300512,1.6464238493259136,0.3820218569176828,0.361870531130388,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2373335081488974,1.841824828905356,1.4967094346100551,0.4874974082039455,0.5132403151092545,0.0,0.293760653440734,1.889062001148748,1.6319545112826206,0.5456016838984892,0.5381406594579101,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2700416744696641,1.883779456962382,1.5620144448729305,0.52189599220321,0.5206055286370375,1.0,0.1105739849106881,1.8871219552783296,1.5842205709777772,0.3585936494453883,0.3539819628021587,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3407392676903091,1.8209737025758568,1.458815528200038,0.5852000664706525,0.5975514553092426,2.0,-0.0556128185564293,1.99928230556815,1.7425438912210722,0.164716749095943,0.1127974847734261,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2750850861643411,1.8347544799955549,1.510003134906005,0.5257797516156202,0.5039260245519153,3.0,-0.0363625141377514,2.190946289574766,1.8275771016875904,0.2676208028752332,0.2463870492791218,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3560530934356417,1.795806523763677,1.4441044170722472,0.5971086227838,0.6077881316524668,1.0,0.0203032342184125,1.8622881043263928,1.562871642340906,0.2203161566166115,0.1570240441370939,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3240329109838251,1.7798446917445203,1.4658317027187104,0.5708650849201349,0.5591706548328677,3.0,0.1980953173952899,1.9270367393564656,1.6409730073357127,0.4570521590369323,0.4620510434756703,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3394268922934451,1.7822401489191488,1.4678033754420043,0.583066256711442,0.5809249139798702,2.0,0.1729507528333029,1.929573664032966,1.592769004806238,0.4264956662296609,0.4191076968711978,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3232572546052994,1.7966981551827526,1.513801459528182,0.5794843217610905,0.5650734594526746,0.0,0.1868929740508577,1.930589248572095,1.6154937001493757,0.4424588379566289,0.4754283456257455,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3145958170041079,1.8240491231064924,1.5175227688369404,0.563327715052897,0.5606952775541652,4.0,0.216784775709238,1.8393719968887208,1.5402510949631327,0.4753380018450999,0.4800863561232263,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5263741609049168,1.4995690968443771,1.1898453340431054,0.7281509410116893,0.7321715504646532,1.0,0.3633827187122379,1.718069188459521,1.3502759474503676,0.6106019041828072,0.6060226948397481,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.542132621783066,1.4750225008875637,1.1267101843998983,0.7379280838585927,0.7435921731219725,2.0,0.3919453071619306,1.6693966218312155,1.2955554761757473,0.6362613908869102,0.6486154277330249,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5235216110642515,1.5077036152220766,1.165025752971952,0.7345452545199522,0.737546432814291,3.0,0.4080536180571799,1.6403712531947832,1.2833928981799732,0.6472131101049743,0.6484285799606622,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5068093242096853,1.5250935852037455,1.1366565482012736,0.7203866741663876,0.730592116669633,4.0,0.4197663541452181,1.6637977774983013,1.2438744616214743,0.6663875196577227,0.6670935356728745,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3841268375875332,1.7185050500741117,1.339314132707241,0.6423482954772638,0.6443036185582921,0.0,0.4557201384736421,1.5554897667707306,1.2188655256429493,0.6906538871446919,0.6812205784836244,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5906895034065189,1.4037413328049555,1.0480581027400704,0.79629306491688,0.7894275782998418,3.0,0.4318644495638241,1.573934626566104,1.1490644810107409,0.6851438482789642,0.6900854353009196,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5760797347219898,1.3985489728559075,1.0783619392553392,0.7642466600293263,0.7618288501927439,2.0,0.4606974719533845,1.6706914429004955,1.2560351142483843,0.6865520467621984,0.6884843567475656,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5093318611792592,1.526721553282884,1.227045960508478,0.78879672190843,0.7820868613749647,1.0,0.3455431228121918,1.741323965730384,1.3886222814724185,0.6972026566380273,0.7061670916066256,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6041496311399894,1.368631803907155,1.0959009407307858,0.7903572588294703,0.7905014423516626,4.0,0.4103031244671151,1.665858747053354,1.334977022339676,0.6542779419668783,0.6544936449689998,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5982421189456464,1.383592642156013,1.0798366787800422,0.7810563786736764,0.7779512214259128,0.0,0.4084301386304835,1.6444882056746777,1.3461736670142572,0.6538675107435691,0.6492410318930679,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5063088943772548,1.533049833942573,1.217225534835687,0.7145280789148165,0.7198554893286714,1.0,0.3866969386191285,1.6708552829583343,1.3054314161931957,0.6301625519194856,0.6290193729112166,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4846150461873532,1.5558363373467947,1.2110242906518471,0.7071821967999169,0.7113801595798931,4.0,0.4307274983464012,1.6610134970240913,1.2811186827367336,0.6725184683656509,0.6868095486322103,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4936532900953086,1.545600549382241,1.217921671760388,0.7057240182318998,0.7044103008796874,3.0,0.368579990468509,1.727499401243637,1.37888765923327,0.6173545859982366,0.6221445745396708,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4304337758369764,1.6400378137733862,1.325527143688538,0.6922434764281138,0.6952470551332615,2.0,0.3255619288759812,1.782958459095879,1.4461803720074513,0.6290931885207525,0.64391536871791,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4880679912002088,1.55478478749904,1.225427840892703,0.7081992287533667,0.7145996017690309,0.0,0.4575602718005002,1.6042985402011407,1.2762965140233171,0.6844361907508243,0.6719882505445853,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.611870939643365,1.362686897164136,1.0404267750756864,0.7929524990522864,0.7910570301605684,3.0,0.4547973557781414,1.5658420618091025,1.1799384858420987,0.6963390920300101,0.7022275975011708,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5761350451303981,1.415538465201748,1.119458041321009,0.7618693482522889,0.761850196712203,0.0,0.4119703662997277,1.6669891338294682,1.3348099015943813,0.6471460855389861,0.6423478552461078,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5321730201623087,1.4826829365530505,1.1836720450948446,0.741893617070986,0.7435996003686948,2.0,0.4162064041101426,1.6803488338451429,1.3643140824362483,0.6581897411726174,0.6492477368586527,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5576698553113192,1.4406110602143969,1.1136975318136124,0.7549771590113897,0.758390714302819,4.0,0.4758121887086051,1.596676365324445,1.2357858588548043,0.6979233934985736,0.6846396322744194,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5586760438013971,1.4543894660805978,1.1597137222037863,0.7554472860763041,0.7535201694269136,1.0,0.3747791559147163,1.6658359713470492,1.3154650214424612,0.6253229593074647,0.632817056614036,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4693716789685289,1.5762036627756533,1.2327778776257463,0.6911931505483931,0.6980786440304401,0.0,0.3804177496213899,1.7423670808610323,1.3569369114461132,0.6293340278001879,0.6418935825607506,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4458625961887966,1.6298735946749592,1.2713788665611392,0.6720666715203476,0.6823461593231621,4.0,0.4131464916361899,1.6109260529263854,1.2667344422854132,0.6442300549667868,0.6552916179222825,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4453321429648804,1.6025130706075188,1.2516148377190797,0.6718477438174691,0.6841638955480064,3.0,0.4271857167777658,1.707758922476902,1.3225548020439717,0.6655705991232013,0.6724360863844236,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4008808218031982,1.6711991932269536,1.3028479803324893,0.6361234857370611,0.6437319661641637,1.0,0.3985898806615127,1.7317619560051598,1.3727839844228673,0.6369849005314812,0.6262589351971866,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5173604602030767,1.511320888757847,1.1949247982257452,0.7205785664757717,0.7273353466998933,2.0,0.3713591169053098,1.719219010553201,1.3848600969238694,0.6161591524926211,0.6093912900313758,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4911994741021368,1.5443911202906129,1.1948504319404945,0.716303623895838,0.7124935280982514,4.0,0.4073103421785329,1.701337079215182,1.3198320139390731,0.6523507254443417,0.6402068248161514,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5852280536635898,1.3919094523775537,1.0714234152187905,0.76861380750704,0.7636632558537048,0.0,0.4349690855904595,1.6710800622300956,1.2823696678898295,0.6676126656709667,0.693438234059452,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5620198254021356,1.4308679947520404,1.136368991075418,0.7558762039651811,0.7564199262817968,2.0,0.3905107505178286,1.734188721493901,1.3619812912856528,0.6412767352924036,0.6347684560201305,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5895664152963587,1.390528888296443,1.0705135018932517,0.7681000709789492,0.7695375362521708,1.0,0.4081455346316157,1.6838700449678463,1.268517884676339,0.6498753746351612,0.6581754640874476,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6393989424719858,1.2988804127529725,0.989816661698696,0.7996748303485224,0.7949419813528926,3.0,0.5014953904168252,1.565889204093286,1.2024006066381074,0.7149544542483909,0.71049509185586,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4541805582294085,1.59635219381251,1.2541565598814914,0.6748143798727262,0.6804233541985314,4.0,0.387666376053716,1.739042866995744,1.3850964294627952,0.6345843612773883,0.6310054415281835,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4295023231240775,1.6376587885121072,1.3015088740029397,0.6599373064503228,0.6677312835425887,3.0,0.433454544365614,1.6533500765114002,1.3397262508711285,0.6663263486766059,0.6839740974562026,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4410484083771468,1.6192780923128325,1.2966826662306603,0.6737077585238562,0.6771255615231819,2.0,0.386643976339025,1.7278015228518115,1.4083182894045323,0.6332028689117655,0.6370682229892668,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4443597996464716,1.6176178363542444,1.2677951972988937,0.6683307264344386,0.6735490714999921,1.0,0.4571771986958196,1.6134189210124978,1.272963510799457,0.6763517765481373,0.6614681040777232,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4394864496366489,1.60998755940608,1.2983046260896405,0.6643400549826012,0.6667854149751083,0.0,0.4393675771161655,1.6969431872434435,1.3607924618209413,0.6657024531902105,0.6597005401476922,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.46476312618459,1.5938376698683048,1.2097818112526184,0.7202396741050054,0.7224541630916601,1.0,0.3920027104454103,1.680388783765665,1.3022476672453067,0.6477465305111404,0.6469285049103644,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5671577146489706,1.4375520673966171,1.1079389073795234,0.7839642556080457,0.7866663867539849,2.0,0.3065915060828041,1.7708413519261248,1.3455853877432291,0.6082575534264651,0.621386164292035,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4951990887141089,1.543717593746806,1.1959916672836512,0.7131984552616205,0.7112251243776946,4.0,0.4165738616574227,1.6531803234776807,1.315641778450482,0.6671401219451144,0.6671865236798122,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4989525440978116,1.5538592952692891,1.2426662944219051,0.7112877541070184,0.7102227299759223,0.0,0.3366226022353313,1.6871495473962133,1.3523339482762486,0.6133887851428509,0.6173623167763947,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5044932497127267,1.5230672273773804,1.2057516684287637,0.7115892010761704,0.7111596994207239,3.0,0.4708270990681006,1.6085148087161905,1.2671344856400757,0.687766607647925,0.6918888861005238,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5321358572012733,1.4827597496748548,1.13548713932578,0.7414608840440817,0.7473966566467222,2.0,0.3557116523187793,1.7645446997728311,1.3373528499236556,0.623144049758642,0.6293580853021377,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5638489737476364,1.4379639174557557,1.122091908676502,0.7525050434470866,0.7600669461392205,1.0,0.3500472088192625,1.7414130063250628,1.3565206411438069,0.6041785001075739,0.6222687602180614,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5162219151636034,1.5165902217223954,1.2055442812093176,0.7210072104695422,0.7157796261201929,0.0,0.2670440378099915,1.8389328716566584,1.4045552972979554,0.5776494407003219,0.6109869576833047,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.501613366711593,1.538836636410243,1.132153509891568,0.7422937641741508,0.7485907119632366,4.0,0.2963719636029914,1.8040176149581164,1.3683246381091263,0.6052476036784908,0.6201355831246046,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5131087994071807,1.5146515650149217,1.187846134624038,0.7205963759769567,0.7328137815065456,3.0,0.3914960781598914,1.705483762806542,1.3604437377479777,0.6382623384005927,0.6374100711279568,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.648757259815501,1.293355017444917,1.0022474587345735,0.8135556626505402,0.8051448189084628,0.0,0.3478702760476917,1.7290356313036468,1.3342713965236896,0.6320790992944852,0.6309785127215821,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6619231358935438,1.2623598688446445,0.9074554411684856,0.8312017063566863,0.8249154684980848,2.0,0.3808841605944693,1.7203453834781324,1.2311854596446732,0.6569533359241443,0.6768406213327536,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6799282830057244,1.228781340228234,0.9339081781682296,0.8345951268417164,0.8321310585229684,1.0,0.3649836339821183,1.7390743527559582,1.362525813556917,0.6519560292256794,0.6529625367682295,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.705637312561836,1.1853744530773311,0.860687140234961,0.8406399841604766,0.830299177741025,4.0,0.2963338400769593,1.7857531838903185,1.3265583057920365,0.5997118475186296,0.6221102644596909,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6039975291299978,1.3560394223395298,1.065217175383527,0.7801843319531122,0.7824585798980819,3.0,0.402212838808477,1.7393793065729537,1.3319057748027652,0.6424020776077854,0.6631555333441241,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5286964042321406,1.4957548907253373,1.1637809228897096,0.7406995931659416,0.7449915133863697,1.0,0.3360854795989287,1.755792695674589,1.3774476221454706,0.5922306404736326,0.588420515355167,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4842578382275567,1.5568923206659306,1.2172966761801105,0.7027153198990008,0.7147264446908738,2.0,0.3893115309034792,1.7174516179391432,1.3434232997189772,0.6301301844926034,0.6370821781751926,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5677987025832509,1.4259266737288776,1.142453194852823,0.7594434649856829,0.7687936032825122,3.0,0.3400038658377378,1.7830135082206209,1.4366875583080296,0.609301502512748,0.633073997997741,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5718718171506398,1.436647185140724,1.1349674306160364,0.7588781128922664,0.7669496866681904,4.0,0.2962249554228027,1.748771388983268,1.3679999378366392,0.5801782685257586,0.5803493352673247,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5202588688031815,1.5019998186022774,1.190364034898006,0.7215280765594314,0.7286590979977473,0.0,0.3817877991439511,1.7268233071627337,1.3690698515524364,0.623109788660208,0.6396043669508491,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5883111922077215,1.390598934369707,1.0962859868678527,0.7708946628155517,0.7683885548132957,4.0,0.3842851313025759,1.723461486187572,1.3723558227070731,0.6252388891481149,0.6280044889172024,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5715305592469835,1.4302235760555413,1.1003772223033963,0.7613664319856912,0.7675319647470176,1.0,0.3987164545615645,1.645678958761292,1.2533962610015144,0.6415019326141916,0.6404096555243208,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5483831462782285,1.4679895416878308,1.1518805047678642,0.7445607632681476,0.7505273016949254,3.0,0.4110576666861929,1.6362279092456231,1.31384126626307,0.6419941786390777,0.6453112585693541,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5683176209811793,1.425008703319332,1.1305334094357795,0.7555306836512572,0.7627016801631731,2.0,0.3232651941090816,1.804279044285312,1.392883905486894,0.5775987548996365,0.5906722252689973,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6424363147908378,1.3097827851126935,1.0226155207248837,0.8046538105445599,0.8027654167006989,0.0,0.3832356312534406,1.6549420963255754,1.3036002576106382,0.6363806639894315,0.6531040522208903,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5523262876856331,1.4615428573533076,1.1407002260822516,0.7477912129692668,0.751268724438464,3.0,0.3456361321339602,1.7223254690871972,1.3435231439264403,0.5949185797954968,0.5965232815101517,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4064310178728902,1.6693975228393716,1.3588722565388067,0.6557874895467484,0.6665698157780019,4.0,0.3956514286686748,1.7121710630800435,1.382450994677857,0.6373446095641486,0.6358984859886997,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5604947948439909,1.4412615940926718,1.1388447885559156,0.7507248896560255,0.7510439240788749,2.0,0.3045993589229762,1.813590914018816,1.4120157169487932,0.5911962251330592,0.6109645156224205,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5057818453045144,1.5373266767271794,1.1689981557925542,0.7125481786353649,0.7201666460371869,1.0,0.3480017033299908,1.7141234076952891,1.3586478645949638,0.6099551775865405,0.5919989256362738,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4493062015208887,1.6117565849108788,1.2460801754433375,0.6917929594606047,0.6887193256719185,0.0,0.3131048488258383,1.809033653247168,1.3597006670962368,0.6012995360595688,0.6294652700257364,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.522620707611253,1.5158800239989885,1.1799689748119084,0.7335376187444376,0.733982195482869,4.0,0.375525607813656,1.6524240343446317,1.2668180868060193,0.6213988630002558,0.6258387246682252,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6450157794194876,1.2961174035611362,0.9613884775388316,0.8040169201645518,0.8019799481542915,3.0,0.3645532715435651,1.727466127953318,1.2995847414995427,0.6328785688088959,0.6304214509691023,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5227313043232136,1.509128633420418,1.177054532789267,0.7247145932136461,0.7261433211353219,2.0,0.3503975247530153,1.7186443793268642,1.305616259804374,0.6059479545937158,0.6121985972503609,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.612468724375706,1.3593804255955526,0.9984037553509458,0.8073085791001886,0.806153580593871,1.0,0.3737269877306152,1.688649165855307,1.261927668369534,0.6488269534358737,0.6504253045104658,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4347315820881832,1.6266419422530838,1.302439718750807,0.6633467894707004,0.6713197564692198,0.0,0.4106993975141908,1.7003574082724642,1.3655460954813987,0.6478841338659029,0.6422821076917608,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4928028789038412,1.5471652511526095,1.2403531064513402,0.7035558859279945,0.71893060771176,1.0,0.3812694303070402,1.7136737460541474,1.349033494871989,0.6361830358346412,0.6375918540016801,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5453296382294954,1.4630525544951798,1.13648570140967,0.7404558209963826,0.7446587895107614,0.0,0.2868255089518446,1.8495822823646968,1.4433410252450185,0.5637686318471856,0.5767478262157166,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5117475028690914,1.5240125036825247,1.17841425085297,0.7237388110076952,0.7354002642943333,4.0,0.3651275251618898,1.7092761448143317,1.3237760681544242,0.6274395158570211,0.639384549748201,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4614994145078359,1.59290407231997,1.263751883658652,0.682108655630471,0.6916012419938028,3.0,0.3880407269991496,1.7100007951786516,1.3670263094693669,0.6297424640683789,0.633812253122017,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.419501779263753,1.671865141947398,1.3331152953360326,0.6481982115497478,0.6538421073255669,2.0,0.3192236437183731,1.7223265016248783,1.3801824915274457,0.5800670819051952,0.6012379086839981,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5800779031523449,1.408685013957462,1.0972956486313772,0.7621396341622402,0.7635374729170448,4.0,0.4123466437028849,1.666990882200077,1.3153070956468582,0.6442419799728563,0.6547207971535093,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6016113683207891,1.370277132770796,1.086119983208676,0.7820450016145468,0.7824962668668598,2.0,0.387299800318558,1.7081570020817185,1.3380846290579504,0.6264586264353386,0.6235950645628412,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4938763729751285,1.5427502284865366,1.186031945928549,0.717769545769517,0.7221605259566056,3.0,0.3482163771015206,1.7732870653399413,1.4181624886558777,0.6104599252770677,0.6063708467361258,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4247307058058328,1.6530787153975397,1.361649280855289,0.6625321037974754,0.6607673251923861,0.0,0.2939985840089543,1.808449025734167,1.495056660742608,0.55316041010696,0.5522011639164712,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6009358297925464,1.379837215331699,1.1017352843972352,0.7853113222745273,0.7887555825385542,1.0,0.3533597111095552,1.7038235296725055,1.3617037969050467,0.6510334881062427,0.6554436149036937,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3731495628711538,1.7274231970792628,1.375325839737287,0.6157162052051484,0.6075092728906557,0.0,0.3953127163557952,1.6663229273855678,1.3320654417623363,0.6339083402045229,0.6245044229981841,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4150789995176935,1.6548269692235924,1.3048136738248362,0.6545674449087868,0.6605702310811452,1.0,0.3858093913926066,1.7344394831047136,1.3741335145501874,0.6332222027251206,0.6390168712136005,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4632560972758049,1.598031458606217,1.2465437957033132,0.6841004519452494,0.6896341151197815,2.0,0.4128077369102458,1.6439424079737357,1.270039758122922,0.645758542171333,0.640046960602476,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.386168500959833,1.6919918735537631,1.3330734054297686,0.6310471213705985,0.625533443483096,3.0,0.3506122415877158,1.797722287350239,1.4220835828514926,0.6111804368268561,0.6060906535334155,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4338254575302537,1.6382416585900086,1.2912254142684814,0.6587109749896243,0.6592296224668135,4.0,0.3421207583283854,1.7534981766525977,1.4104726070679678,0.5909819859052282,0.5877472687159148,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4994140318343603,1.5250820468848374,1.2179535312148242,0.71434898609134,0.7098159839288163,3.0,0.4579478989310368,1.6492419662054805,1.2907912726810458,0.6846950456136828,0.6950049842432007,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4364000014947912,1.6315020157162383,1.2904636611338132,0.675039455955369,0.6677905459844012,2.0,0.4082852192073611,1.6736644551489106,1.306511271565204,0.6447374767842998,0.6427370257485514,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4763783949544008,1.5757296739780569,1.2574202416861096,0.7012844849355369,0.693831325571852,4.0,0.4130532701716174,1.6524795172772213,1.327007974893834,0.670914740811877,0.6797312279688171,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4631485102900978,1.5958199142971454,1.2882060222251293,0.6882278437739647,0.6871692198953777,1.0,0.4260764833412367,1.6345592985873405,1.3195629565225,0.6639630972913058,0.6609251937062615,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.478128389004489,1.5621134288316918,1.2028642755804153,0.702574695614415,0.6987208552962327,0.0,0.3901842492233294,1.7320631773820865,1.354595570371809,0.6389295980406398,0.6455062732681692,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4169122376737975,1.650116913448986,1.328199213135701,0.6461067877732743,0.6411906246582544,2.0,0.3873262851889141,1.739944466372373,1.4053034676541047,0.624785420302278,0.6213509464876774,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.353451509215806,1.742743706581723,1.3733289666855946,0.6081578821618431,0.6054713196648072,1.0,0.3801486661054243,1.732890190955036,1.3661618305779455,0.632363122860576,0.6209486932851175,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3946996155381277,1.6912507261441063,1.348311282700071,0.6289983272492128,0.6227877805003645,4.0,0.3665697706429107,1.7293901859499758,1.401607546167452,0.6066504320163337,0.5992122654948138,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4342026718947105,1.6332861880531606,1.309015565464894,0.6659850927571562,0.6664726287907528,0.0,0.2910570347514406,1.8393639555410164,1.4793083148815305,0.5596634973363531,0.5449816525625499,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4234991904288431,1.6702642166478845,1.341735304339956,0.6521450138114904,0.6497797084221619,3.0,0.3792495733600083,1.6223298585396349,1.314786068659115,0.6255652541739192,0.6261194666094795,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4343089971719284,1.6412416542296802,1.2809274754081017,0.6707647116492106,0.6699793814557244,2.0,0.3705827993639039,1.6859473135427328,1.3055096903865586,0.6132132617692969,0.6221175488009953,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4534019016650348,1.5788063510844104,1.2710506307925933,0.6810442485197783,0.6739844518959132,3.0,0.4114103474237879,1.7804491982795054,1.428483643387377,0.6475656256711998,0.6509803509454357,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4419650781062623,1.60658835504763,1.2933795104118493,0.6679940588262312,0.660752696007981,4.0,0.4125948445725639,1.731533598488393,1.3916884200681896,0.643340641182775,0.6550107957074459,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4662598253919544,1.5910595476184133,1.28040348026997,0.705967294747819,0.7055510182853938,1.0,0.400453237062683,1.6717924926968764,1.342529034253508,0.6715679626286823,0.6617159560894583,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4627622977146955,1.6065546758027145,1.2993425234311666,0.6853268240448751,0.6820584538241515,0.0,0.4284359784224455,1.588731999317845,1.2733480668410628,0.6570315892845919,0.6594465691245196,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4243553157969301,1.633273485001154,1.2957996023465426,0.6516494504768682,0.6490250582083277,0.0,0.3547874198874958,1.8049715774430293,1.4433862918211449,0.5991804706914512,0.5979756188119062,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.377248538372455,1.7134760610643478,1.3553178920157445,0.6178901921911861,0.6155462290339294,1.0,0.3823997042681251,1.7165660129724476,1.3537553496184536,0.6288279759166778,0.6346904320699415,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3641054230896294,1.7425268142884325,1.4003534530141415,0.6047240172652009,0.6077721116373825,4.0,0.346487690902685,1.7207208882148073,1.3748557625120426,0.5905788378512173,0.5900647932838945,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4082179106069977,1.6996462975593902,1.3553867130822097,0.6456195639080615,0.6448855939685159,3.0,0.29918758470865,1.6913321413423776,1.362828486692734,0.5500134457909859,0.582023835647128,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3485635375830707,1.7576310531034842,1.3575446992080946,0.6309177744594001,0.6376677532311912,2.0,0.3573647291167279,1.728465582948706,1.3347045521594172,0.6134299472735902,0.6133437370384306,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4747872611277282,1.5851441044399643,1.2181864307190364,0.6969378402879008,0.691819219456169,0.0,0.3750550399349206,1.6764722843546196,1.2941099616796452,0.6233482492566671,0.639341139241703,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4622046682861028,1.5921237906306571,1.2632830698367876,0.6806607568670485,0.682254837903676,1.0,0.4692615974163096,1.59079627193449,1.2480555693226918,0.6854344708912625,0.6790513268642006,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4609552322792289,1.5976668938523286,1.228219433652285,0.6926603997212215,0.6925333031833654,2.0,0.370984446744091,1.7164169480559015,1.3156059102233677,0.6270624222621902,0.6294521150012851,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4213769870682705,1.6479530312734134,1.2998023436696102,0.6506822551953649,0.6447887582775425,3.0,0.4673748991932943,1.6088344757948605,1.2909996669884825,0.6839230252766505,0.6710727690163766,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4420755135861381,1.6118372597801809,1.3150038811564446,0.6951483459965901,0.6951571185705783,4.0,0.3631741432971147,1.785856102187657,1.4526948352522184,0.6359622799670408,0.6295469056839622,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3686800050705667,1.732488883916636,1.4029447986491217,0.6072221291308227,0.6051305653965947,0.0,0.3853303051517422,1.6846823887726132,1.3619333452084226,0.6217793409203434,0.6021953460847714,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3762954766360039,1.7085996085227098,1.379306967770442,0.6207283285890808,0.6197809372888822,4.0,0.3341221051889349,1.808259821335785,1.476178545007593,0.5971327181322457,0.5855594966951669,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3889824873644905,1.7016605741661188,1.3544042699803145,0.6270859711762233,0.6251510296886181,3.0,0.4001883373288906,1.6751612855851286,1.3127004249323564,0.6363232093754603,0.6277958954202956,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3870770115220902,1.7083230752366476,1.3641484959270709,0.622588869527205,0.6244635955032738,2.0,0.3216367447053315,1.7594804769647825,1.4317821979798089,0.5727112878598203,0.5534214844116563,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3743897186790645,1.74524153495724,1.3885732374894313,0.6144833542592708,0.6131966655629103,1.0,0.3637624920342365,1.624880664631375,1.2945413934927457,0.6050439286400136,0.5937306710939458,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3963481151158027,1.6968094044446818,1.3746057394452584,0.6307049380638634,0.6242682034042504,3.0,0.4225416039922021,1.6214766241602472,1.328154842497387,0.6560036166793639,0.6455943174441555,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4078686802947663,1.681695666241959,1.34990915510899,0.6389724055168455,0.6343183951025027,4.0,0.4266219037484288,1.606710997681988,1.2926967226473702,0.6541048926594748,0.634608509827308,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3758297296884633,1.743831565505672,1.344309501873377,0.6666040173766501,0.6606785609779463,1.0,0.3035696830128636,1.6986676592490506,1.2993380014136342,0.6204674089898086,0.6253967284469947,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4100666165705441,1.6672900890749114,1.320546602316392,0.6496131670730034,0.63764334141696,0.0,0.3124229207225789,1.8081798196122865,1.4080986855302993,0.5919666306394409,0.6090006836350866,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.420698010425707,1.6447003996707106,1.331632126076863,0.6539758352144238,0.6460838442420365,2.0,0.3834107060395568,1.743749094928465,1.4100970831495043,0.6199279511783059,0.6093808729773574,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.294425349109942,1.821196423300278,1.4638632826841411,0.5614775186315798,0.5627336740597441,4.0,0.3055264612564996,1.8318186762318875,1.4850066293918316,0.5647866596094897,0.5537761570559139,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.395298467035665,1.683530459530144,1.3786387516214298,0.6336157601276162,0.6320713574402282,3.0,0.3304204650417748,1.8071043994110425,1.4664067326752313,0.5795856422944531,0.566379201527266,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3338443261140875,1.7859058809774302,1.4148615555809094,0.5995949652789774,0.5952276085298663,2.0,0.2437983119040906,1.8223666504649787,1.404182055892396,0.5100626804975052,0.5278473912393248,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3920558171072057,1.707618676778088,1.3408634135738398,0.637531564555283,0.640781911301111,1.0,0.325137707701612,1.732568609500645,1.3621582236347505,0.5837248985181243,0.5848189641374951,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.364978781045836,1.7311651427036043,1.391606706875639,0.6136859502716278,0.6123494220902868,0.0,0.2961179219842601,1.828292682318332,1.4489969635990427,0.557682916523137,0.5575245271603863,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3365838145979426,1.764065720988775,1.4744105893201551,0.6149618266449037,0.6045321855654502,4.0,0.3027357497256903,1.8431119134755507,1.5008305305465903,0.5731349082034685,0.5869179273011078,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4688900456601514,1.5688783206138035,1.2706076414825824,0.6885494886320174,0.6880296310685385,3.0,0.3689997570046863,1.78881992674514,1.424768534926908,0.6094150577549858,0.6307712179005174,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5576094475216107,1.4454257746243144,1.145148769651468,0.7519008196553758,0.7444357691801442,2.0,0.364446076912938,1.735713000031555,1.3974599857533492,0.6065444805323134,0.6170466549438484,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4174230568705849,1.6699673651539797,1.3452144410594915,0.6466587205463318,0.6468531564018403,1.0,0.3453701008434533,1.7134957361502567,1.3567469341401202,0.5916085022096367,0.6038843259505785,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3986762224917876,1.6793728826707717,1.3940937156344837,0.6436532346310804,0.6445125284708358,0.0,0.3784868990806516,1.7400932116366163,1.420585922912161,0.6408448009207335,0.6449809658286865,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3798926908566815,1.7111158897038925,1.4037829897648249,0.6197181506318606,0.6259533959229284,1.0,0.3056743360776198,1.813236756614517,1.4735779814437429,0.5551650872894714,0.5516220202752493,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3332193970388095,1.7800116006884263,1.4617981600952454,0.5793097268905614,0.5713350631123174,3.0,0.3769896490815224,1.6978246591024464,1.386751178812687,0.6146814831809044,0.615825337294939,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.33820892225637,1.745581598146424,1.4374433072025958,0.5862095150045361,0.5911201600030586,0.0,0.3302791294718358,1.8673788854008389,1.5533494543919084,0.5769035593024505,0.5619693846683025,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3896560228804084,1.701023139906706,1.3560743028918902,0.6329816266166844,0.6421569833881445,4.0,0.3094183490607698,1.7946918340938172,1.4264031416704033,0.5624091105600859,0.551019429669467,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3759083336981945,1.718202202974901,1.4017245014393942,0.613402997478932,0.6097322077503308,2.0,0.3081688365699216,1.8057217146902664,1.4736266397781197,0.5566323563180973,0.5607530925231258,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3187128941941254,1.8106771421693129,1.4346443436925227,0.5914571782361253,0.5834574563355437,0.0,0.2654041332121,1.794871016915789,1.440962726361208,0.5434462005343057,0.5341710406956004,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4396548241032303,1.6372216077272683,1.3555322372550385,0.6791029431844888,0.6841088336193428,1.0,0.3413137852089615,1.7196605000188074,1.4140056749113532,0.6044551200164925,0.5959801042345702,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4510146401988752,1.6064856906367535,1.2685565833269783,0.6803740630429378,0.6851926186727372,2.0,0.3412556029651401,1.7828134703475105,1.419823788594095,0.5901666032164921,0.5747795487206161,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4308116328743731,1.6407973885047982,1.335525305806062,0.6608397846790887,0.6660598692393843,3.0,0.3625281745963234,1.733536243742438,1.4405769787927674,0.6050090318613333,0.586908152290374,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4914717577230265,1.5682882720930011,1.246474653910368,0.703655150102807,0.7057459202470018,4.0,0.2906403017519672,1.7408635950694415,1.388145526025819,0.546712035541123,0.5467277070056773,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3203889077163382,1.7694460821593854,1.4421158373317655,0.5689232480726634,0.5681083287352305,2.0,0.3048046993869246,1.8883103305929487,1.5541123967518309,0.5552225385092432,0.5644884115740588,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2965745297257882,1.827168059430456,1.4930867189016097,0.5490164665096098,0.5481932694804191,0.0,0.2732914649843666,1.838348734539412,1.4755009485129458,0.536400515958918,0.5512132015330407,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3808223553904943,1.726781371590441,1.376263661438074,0.6186345977663138,0.6184116373016321,1.0,0.2950768554804321,1.755513114807558,1.4112378468687286,0.5500581132525759,0.5589793635825938,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.330036745237008,1.7860456043334088,1.3938840077473569,0.6117538806665022,0.6177061384692571,3.0,0.2940609258734579,1.7982941050228771,1.4072623425440622,0.5674029497687952,0.5335448013752887,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3413918478705823,1.769510653755588,1.444387722920913,0.5906245680927269,0.5864443214467193,4.0,0.3195060079643869,1.772555183388372,1.4277716669458629,0.5686562243097418,0.5647625627284164,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3387708052441041,1.7529509441580904,1.3836150211210434,0.5923062159135517,0.5851190566544927,3.0,0.3339600911103203,1.8320689770795795,1.4657278407739909,0.5940145265546766,0.5895889825021662,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3710527812714546,1.7296243251101766,1.437048378632619,0.6303467605821267,0.6263240623055055,0.0,0.3318480167037139,1.7524234285841152,1.470694607793061,0.6112724619770333,0.6069085128953775,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4239012725370669,1.6378702137471737,1.330734982087444,0.6534538399663903,0.6463445094198407,2.0,0.3746532987817885,1.7661706085385196,1.4355530178277645,0.6135535116599291,0.6205885684220971,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3761121179063971,1.7245412741262105,1.4047665270819114,0.6151019469636962,0.6131129982946053,4.0,0.3074183999806601,1.7776449689948606,1.487697316314528,0.5580127444289632,0.5475972208390837,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3867728385023699,1.7106298662369008,1.349691152874476,0.6379588679948002,0.6365315369686513,1.0,0.3577214272202546,1.7049368251906685,1.3325879429553078,0.6078032577794756,0.6042139132491599,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3329732396196133,1.7732611737558412,1.4556047157561167,0.5848119701489839,0.5931079430010542,0.0,0.3347762461480433,1.7823445313396022,1.4818191442646285,0.5950667029040202,0.5972035798309155,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3072832287594035,1.7924538220528077,1.4555974859343126,0.5560780835162784,0.5547463350547751,2.0,0.2847790089228312,1.9044906621737432,1.5387548130518112,0.5372145519695963,0.5397732114982172,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.27860984543638,1.8399146795641024,1.5183001455932092,0.5358599029592669,0.5236714613757164,3.0,0.2417005269950549,1.919681662209642,1.5728452427492494,0.5064570968759887,0.5234399196640238,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3654140297589181,1.720145895562856,1.3808733540926224,0.6058733777934295,0.6183025801669318,4.0,0.3258291002245861,1.8318525243412431,1.48276867853665,0.5751130610809589,0.5646990938182486,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3318146173499361,1.7745639789302192,1.4644199968186709,0.576534988430689,0.5728946514293399,1.0,0.313804048999841,1.809747328109526,1.4798088180823004,0.5603489094657275,0.5692783603902165,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4504809603807733,1.6150856424538804,1.308228497810853,0.6748899454931718,0.6753615595453168,4.0,0.3743690666599364,1.7050236247985495,1.3950388118226915,0.6152232781735555,0.6053764837928122,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3337641648153499,1.7914540225457525,1.4723018222894424,0.5789337328600946,0.5687915742067836,0.0,0.286338165047598,1.7639537924514936,1.453223919843991,0.5399654705864173,0.5418697705879065,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4305358674533216,1.6421127239682023,1.3259357003676586,0.6587589919967849,0.6536278293716882,3.0,0.3841317837647801,1.7002059567014804,1.3503479997969752,0.6228692367426834,0.6349542060203285,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.342996719046071,1.7566154779064236,1.457410414975423,0.5872988942266504,0.5775534824708377,2.0,0.2705553383798503,1.880500510942949,1.5473514303136655,0.5273330271217544,0.5297851208662189,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4445347039630187,1.6242267804398929,1.3202476789210087,0.6700081804802883,0.6645934491344381,1.0,0.3110236129759353,1.7856992400112022,1.4475863611046416,0.5711088071304624,0.5729425476069259,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3120590203968456,1.803792149328463,1.4778579596219918,0.569177716303521,0.5706269495740405,1.0,0.3649794727075801,1.7305280533630396,1.4232783187219005,0.609343094978327,0.6154075180302386,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3519086834031111,1.7552228566288042,1.420185307776317,0.5981130411315084,0.5956498518105531,4.0,0.323868451516215,1.7674483794911782,1.4293890550610222,0.5751894028332688,0.5869389794821855,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3312496659035953,1.7782945572040556,1.474324116597955,0.5873253060950653,0.5829971724405624,3.0,0.3296968168365305,1.7750293941071973,1.444197087860389,0.5811987366592415,0.5797120691877989,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3464301877923588,1.7491845892472548,1.417103768350222,0.5957691482457489,0.5993203916740217,2.0,0.3322552706376979,1.8080558177627089,1.4832464069189233,0.5791796609066949,0.5694142413503678,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3267586629250262,1.7951318823890754,1.4413183845617832,0.5754685169673961,0.5721058247467578,0.0,0.3398727196065642,1.7187364246806114,1.3761929624103912,0.5836385144451697,0.5764709170615674,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.388978407995649,1.7002819521053196,1.3840920934386742,0.6353847862312308,0.6316365880555981,1.0,0.3881146055757183,1.696662138185712,1.387473535488763,0.6327959326926207,0.6209862215524488,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3083589506084564,1.8198129128244551,1.4094285484384268,0.6245385667255754,0.6197397076161496,2.0,0.3122113978923964,1.7540199256830669,1.3997635162096984,0.6175583950373988,0.5877861277648133,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3736774654487519,1.7223888230023072,1.328027957116182,0.6323415322828259,0.6334932425970025,3.0,0.3259577011380756,1.7764395341549786,1.4125316341310066,0.614271344774118,0.6010311269713827,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3560899238933862,1.7389349281371114,1.364282829795355,0.6164885440898986,0.6134360682842637,4.0,0.4115514621762728,1.6893994672692665,1.3634444736747464,0.6589222459810395,0.6407321674870582,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3733078788749786,1.717728423885101,1.41597611139218,0.6248612943672671,0.6198490112585943,0.0,0.3547725265874573,1.760253506109023,1.46185914355137,0.6096261171431598,0.5875735905165476,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3669225082832362,1.7386074333447767,1.4068145335102693,0.6068367941038593,0.6019266248237299,2.0,0.3327460698643226,1.7375151982330874,1.3830113062440004,0.5805906784634187,0.575308936781954,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3757690952532324,1.7188563711412683,1.3839719912409782,0.6133895526695816,0.6126320584483668,1.0,0.3360123102523995,1.7641355971669497,1.4241137434049551,0.5816880866948915,0.5954103887593267,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3580985469613525,1.738953082061517,1.4320393084639158,0.6066295012045679,0.6009226819557851,0.0,0.3016896375223178,1.8291134316519708,1.5265905760090943,0.5553800979829072,0.5650954156361682,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3501175928296816,1.7498891135548644,1.4155455696200714,0.5956358828126663,0.5945981405105689,4.0,0.3300705951876437,1.7909021640241594,1.4896237047301182,0.576806164821696,0.5630430643122297,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3622383323205033,1.7371519337780033,1.3796366776908056,0.608964145012254,0.6062691475107134,3.0,0.3598808564828403,1.7352090591272846,1.3660124573986634,0.6102143547269469,0.6098069364488269,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3378987611300612,1.7674648223780034,1.359199869185686,0.6105908572876644,0.60396573388835,2.0,0.4044823509287738,1.6824626445914652,1.2869612258348375,0.680928274112591,0.6853077030721314,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.355937771140704,1.739772667855553,1.349069476002493,0.6199676903774507,0.6179780967441241,1.0,0.3478095982039592,1.7743952372433212,1.3801334127554292,0.6233622837934508,0.6038452447539655,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3178129690730702,1.7828647063816356,1.4918668684592613,0.5990555369606085,0.5937804033221402,3.0,0.3641569493953476,1.7774279358178526,1.487471036964863,0.620545317606503,0.6062733899509153,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3837163153060954,1.7175253580588636,1.396790953337764,0.6231238433310298,0.6184825698843255,4.0,0.3411476060519076,1.7177148828458768,1.4208459703699212,0.5990840092021426,0.5865690037980826,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3527013067830261,1.7551828019981326,1.3696258653814977,0.6158046149675582,0.6129223564490941,0.0,0.2991485710900157,1.7947371610015963,1.4077057189306197,0.5674308286717384,0.5510313206132532,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3000676612770759,1.834889081402469,1.452665814285477,0.5634105158057554,0.5649274555574648,3.0,0.22862234098803,1.84099671532276,1.4649126249187658,0.5082948405333629,0.5172897159896103,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3140978929398664,1.7927001937225973,1.461305554688741,0.5754352563807779,0.5801605509267569,2.0,0.2780974463116218,1.8749271533763423,1.5231640712803638,0.5421815265037554,0.5389617722270397,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3533480580874123,1.7554744220487828,1.4160110454070265,0.5951516117463067,0.5978267481694296,0.0,0.3219084942536856,1.7608305095279857,1.3983265740425923,0.5707972411679636,0.5755533492447201,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3214851667023999,1.7998319501573534,1.435348380964536,0.5734792266254749,0.5698763712360495,1.0,0.2774174399070389,1.810244959423173,1.4614747422737753,0.5353256156061574,0.5479249708637132,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3252864194280824,1.788945879989437,1.4365970697693335,0.5806186916312979,0.581517671762214,4.0,0.2876254890972696,1.822369409071408,1.4709161459726474,0.5440358602285905,0.5264557348306942,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3612876935549538,1.72953152244214,1.4322258979617022,0.6315271836458505,0.6254498134470161,0.0,0.2920411331911338,1.8601848841404645,1.5392832103084,0.556855573754198,0.5496805862992183,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3883812233439839,1.7107842734673422,1.3496638041085158,0.6258427917370792,0.6225056907906339,4.0,0.4240425100230309,1.6085494677156884,1.2786685617017184,0.6524945280962499,0.6361892814420699,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3682576231725755,1.7301544598637182,1.3496363321596232,0.6204485691851543,0.6151274079109205,3.0,0.3997449411756443,1.6745112067287786,1.3007537069629105,0.6422898637862481,0.6272239699662396,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3817642329525569,1.720579070861976,1.3598850078918996,0.6276458957717544,0.6195920941894897,1.0,0.2991561727574515,1.7720516644984514,1.4069126162685652,0.5631305688471413,0.5632708122442704,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3551742618128698,1.7507079730315047,1.3604047036476623,0.6168156445213011,0.6075720893024398,2.0,0.3551554976192898,1.7248702049746845,1.3396125310989866,0.6095229943116488,0.6160139417272886,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3207649979336039,1.7816458469591854,1.463880107398981,0.5719838156279672,0.56786842478067,3.0,0.3518681033041588,1.7867184930347104,1.455814795817193,0.5934855375945647,0.5906928284071004,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3055424561348984,1.7997590947266728,1.4429556992000494,0.5630516783201229,0.5563050221946216,0.0,0.3137708528192927,1.8324191565159016,1.47605249958851,0.587845229693068,0.5831621451053773,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3493530431098897,1.76067357853751,1.4326423511138329,0.5920760704167636,0.5946263981688505,1.0,0.3058881254625989,1.780163529868452,1.4527559264484615,0.5577222012194375,0.5485590145197153,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.309674560709208,1.8157009413021008,1.4993036999075842,0.5582426790322732,0.5556389596337415,2.0,0.2947812330336626,1.7847574257579142,1.461012272129803,0.565299568067253,0.5769734462156628,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3279482882482762,1.7965383492855442,1.4491637221781106,0.5773696400065048,0.5745572920505482,4.0,0.3515143323064164,1.6938945848695743,1.380450048149244,0.5939581984458897,0.579519369231418,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3783608483357772,1.7223204728073616,1.402390935058013,0.6156015493961073,0.6075439966135863,4.0,0.3053173511154265,1.7772781937113935,1.4839168607182724,0.5575439271907282,0.5562678330630821,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3934806760676496,1.6937543691740689,1.379873523093187,0.6304667623634466,0.6217490639187272,2.0,0.3435212221789916,1.7583087607150956,1.4189853364070093,0.5869020647232644,0.5878038244363474,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4011571374735482,1.6750984949315668,1.3262736180692147,0.6343469142669247,0.6287764630477564,1.0,0.3580886888620689,1.7719130825313152,1.4016862884316843,0.5988855189850182,0.5911076161423165,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3590603306591423,1.7339990620895778,1.381752383025029,0.6057635444248768,0.5959074943130731,0.0,0.3391039537510384,1.7907341944363768,1.400850392686819,0.5962693136282095,0.6032580471993095,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3642587206259641,1.7322430745533997,1.414898079282198,0.6082143920758165,0.6001745599709591,3.0,0.3592037110011623,1.7455954938682563,1.4498192491717408,0.603935827359129,0.5887773643551736,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2807032436878494,1.8647261637805128,1.5284273753257898,0.5310734431069078,0.5250389770459467,0.0,0.2030073874413922,1.85040930622706,1.516724623387844,0.4625027749002851,0.4626346174541912,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2810868903716684,1.8214519225072736,1.487536500218587,0.5312939081829539,0.5252317553360915,4.0,0.2532449707777401,1.965990799715056,1.6020381063284082,0.5054212675518339,0.5067831441728805,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2598472221301542,1.8620682572064529,1.493853511917285,0.5324939336440841,0.5283490709814326,3.0,0.2324471304245516,1.9381635381345752,1.5530230331347463,0.5041844917518348,0.4994333100996206,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2574643002574769,1.866833766844945,1.5228279678829206,0.5104121463945729,0.5096354695485514,1.0,0.3122900368717403,1.8281137181099896,1.5011549467484808,0.5605278780202385,0.541278702885468,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2504437124370232,1.867252285894628,1.5217285857693508,0.508610059981873,0.5105690623753784,2.0,0.2524525519264099,1.931410337480721,1.5622051622282551,0.5031537666842412,0.4855434896249098,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3193551200218484,1.7902007428269997,1.4533749817044308,0.5653324878476123,0.5621259771158865,0.0,0.3148163575054118,1.8124523804813384,1.506459524346328,0.5633365830161805,0.5597822551123741,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2737376319009359,1.844184968416822,1.5309310696178522,0.5468452470838803,0.539836886353002,1.0,0.3228259682888768,1.8221642290675373,1.532337755561487,0.5813254366310792,0.5690576586370141,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3035631421540083,1.8184352458829327,1.4786530253730523,0.5528738786750883,0.5490447006431628,2.0,0.3410752915652352,1.7484085153093154,1.442981865570653,0.5847892584433844,0.5730182454023829,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3174130761496464,1.7994850408314198,1.4872078073483248,0.568426104964174,0.5625988924078691,3.0,0.2579624545893051,1.8586837001424408,1.5574505309549445,0.5176121878320741,0.5077746024762377,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3094926760174437,1.811399321499419,1.47934460184513,0.5564757062779034,0.5505734231733067,4.0,0.3183210794740316,1.7732518680187914,1.4312892220225912,0.5683585576273239,0.5684700643344581,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2933808717528544,1.8375357536899009,1.5353596935134668,0.5449070213857943,0.5284050428356034,4.0,0.2039601292777373,1.8967722154823576,1.570611131157596,0.4735126344965588,0.4833923468374188,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2856188432571168,1.8451893357069984,1.5172601249202704,0.5345583082983228,0.5264113800356038,1.0,0.2115033928121157,1.898219052114809,1.5662786061024518,0.4668265279551611,0.468172460276484,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.275048412975483,1.85151134229112,1.5154926969760505,0.5256524337164136,0.5206780146436769,3.0,0.2665403237090473,1.859460914012124,1.5303427541831192,0.5181530299774322,0.5273160800216615,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2650317431483108,1.855919552476144,1.4997306622182711,0.5271679069177717,0.5214831688331298,2.0,0.3000925812978194,1.8439104182876591,1.4769007443647364,0.5719460240299016,0.5707768458263468,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2425989849069206,1.893656772118005,1.5384324694443972,0.4974382902864879,0.4898301386330956,0.0,0.2313206251318035,1.900050725121882,1.5926738495515846,0.4842948538061222,0.4677712868240474,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3065550192182655,1.809716902221072,1.5204316457647544,0.5693163013696282,0.5679943938913324,4.0,0.2578884764410927,1.876118510624976,1.5904939754481675,0.5208461335147951,0.5022167335203733,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3017745627535548,1.7989770737938962,1.4921875584660431,0.55030963728873,0.5370204456714187,3.0,0.3132532771973014,1.8699848211430268,1.5441496979896538,0.5635671226470942,0.5670355955227613,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2971884116265502,1.825290827724184,1.505666073071651,0.5458787027751125,0.5416233515857072,2.0,0.3586161651790359,1.7311597944081472,1.4281934160716234,0.6011569239059797,0.6003440397415453,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2841703858559876,1.83610600720654,1.5463669813214205,0.5585479245423159,0.555385095269775,1.0,0.2935924543665382,1.8381342119931965,1.56333067514446,0.5720132808277139,0.5561382017094966,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3162398835853236,1.809339065568115,1.4708928551620395,0.563142649078911,0.5614326175387909,0.0,0.2753202380758311,1.7976555044573177,1.5011269681813535,0.5247097571218883,0.5012902478261642,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2247826078174588,1.9145850137856748,1.5260330554766532,0.5051940076525001,0.4843318195022802,4.0,0.1888383100413095,1.94858213125484,1.5586972566172328,0.488679632919649,0.4873537207445462,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2355598939660573,1.898758354065147,1.5291722897230051,0.5076030223662785,0.5047293016836703,3.0,0.1678799531788545,1.9915748138488536,1.6229485044489165,0.432810310633417,0.4346717261940886,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2456576558009577,1.877191048768774,1.5423672670278794,0.4988756317958407,0.4982153078916401,2.0,0.2004056818711274,1.9888697948954928,1.62408030213639,0.460329089863479,0.4682208827745172,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2449624684538799,1.894483302796907,1.534576028765012,0.5066466674201245,0.5056825928350578,1.0,0.2843304676680686,1.818263758504456,1.4686554544576629,0.5535135523959034,0.5636180874262098,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2550078831820198,1.8830655831949152,1.5627040981711486,0.507294822960916,0.4951539735965415,0.0,0.2559116507477963,1.8472338726010271,1.5495984997347885,0.5062144892366305,0.512666311432478,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3060969742074393,1.8150700033856533,1.5195896282792092,0.5569681479062131,0.5454389483082599,1.0,0.320048359524815,1.7749477846836683,1.4723735274230676,0.575548566960711,0.5808548819940004,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3071819950249272,1.811524944443316,1.4789589846974764,0.5561381071259217,0.5504950774415133,4.0,0.2721511780115166,1.846239597737474,1.5139812976121902,0.5228215086952517,0.5117074848008413,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3032120908472168,1.8137929212754904,1.4150798769944752,0.5767134177657282,0.5720191920982703,2.0,0.2472418926734788,1.8898910936923687,1.5314969831362395,0.5263038549838244,0.507785330471834,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3074116039484418,1.805697465026963,1.5136145281638855,0.5688751775345309,0.5669501474991437,3.0,0.2602009557996965,1.883376648834432,1.543619124429182,0.5276876859280637,0.5108534419748268,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3210844813280014,1.7868290891450165,1.482237520248462,0.5684837543021026,0.5531455832336964,0.0,0.2302049427084335,1.92702759384442,1.5860470095209518,0.4889255875488343,0.5094992278369471,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2649655798789071,1.8697073384943927,1.5359923962140694,0.5186144190527031,0.5142523236745813,3.0,0.2765214250122119,1.824965360054832,1.4752153014377891,0.5268700109537162,0.5306970919631394,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2616760141034172,1.863009933161782,1.5116324813434712,0.5225914529706959,0.5181832663576434,0.0,0.2844726950909416,1.856653558138744,1.49970746875666,0.5587099425993467,0.56076985463548,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2628449596395065,1.8772130702842893,1.5314604209821958,0.5162509318041095,0.5156697762130136,4.0,0.2789647546231616,1.8024674775417264,1.4293670208485951,0.5313022364982956,0.5246267617166582,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2684292157017359,1.864550264887432,1.5223449948812142,0.5226613101542458,0.5132636673886505,1.0,0.2799522432131462,1.8249636211843825,1.4836399689530937,0.5357296746372027,0.5363848674827609,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2561729483869435,1.86674621106198,1.5352280728862835,0.5071718298674426,0.4945963965918851,2.0,0.2729385731506507,1.8859043080367344,1.554636172001734,0.5235161786873368,0.5275374976924537,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2895959957407789,1.853501498656522,1.5642557079669757,0.5530129585717565,0.5488881459241066,1.0,0.287570182935928,1.7477937204084508,1.4644937134009368,0.5599903316305398,0.5628751967587213,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.290513485925346,1.8288723105318987,1.5023246668432004,0.5395222690226786,0.5393346104055907,3.0,0.3569055437420868,1.7527281437062836,1.4424862337950808,0.5999526459112824,0.5703900224231483,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3103237879854599,1.7977023824974248,1.485899674922992,0.5577953015804555,0.5455369023466564,0.0,0.2765091048383362,1.8738932868081288,1.539907611095685,0.5297016972108619,0.5343825887861118,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3034566131700487,1.814695446753596,1.5014199313597802,0.5513070394807231,0.5487611549528233,4.0,0.3241734276390412,1.7843697080328371,1.4618469830793643,0.572577174074776,0.5612065178134111,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2983794428864145,1.8136097653103804,1.5072022646016034,0.5482771637251136,0.5422853862612128,2.0,0.3065885366871237,1.8393150426165388,1.5367435702032866,0.5592703198131215,0.5279527002248836,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9981679735557802,0.0932146246566635,0.0070241114796746,0.9990835772186824,0.984178344415495,4.0,0.2052093353179144,1.7353026814081418,1.3733493362553415,0.5498640779006672,0.5822222229930069,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999998801376868,0.000763041047206,0.0004539183514216,0.999999949902004,0.9816013192383968,2.0,-0.3890650784922576,2.4278150587926635,1.9119762376986416,0.2221131595060346,0.2444214217562279,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9999998886447196,0.0007451860674401,0.0004523286267271,0.9999999524680993,0.9845000203814251,1.0,-0.4745860608958825,2.311993484371964,1.7429704122858354,0.1984876886605783,0.2195507376149244,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9981443442964728,0.0941482784330323,0.0071186563496653,0.9990717503415504,0.9848111081893234,3.0,0.126590094572638,1.713421215546075,1.3615238031191272,0.5450868948947823,0.5718883718393878,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9981364706493864,0.0945670737269782,0.0071925871338053,0.9990678101409552,0.981642723222029,0.0,0.2179164399030737,1.845204415736976,1.4116680155722714,0.5047402231865018,0.5329648856055689,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.999999843658954,0.0008451320095689,0.0004953649286012,0.9999999324698036,0.9814858537089428,0.0,-0.0169328591979025,2.2795289009922977,1.861491908097787,0.344226779570156,0.3470102048421314,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.997376372339731,0.1016666194361365,0.008271756636164,0.9986873372743376,0.9696789818405492,1.0,-0.0086905960723671,2.1550377837667294,1.7364668968428794,0.4007701849307282,0.3839353416233146,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9975821721744544,0.0985815591131457,0.0077867377220082,0.9987903677997276,0.970390873596092,2.0,-0.0382948550112034,2.0921898842652653,1.7037552351589669,0.4076028920845566,0.3872606608970422,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9977793964365984,0.1023426280866447,0.0083633762172008,0.998889089527978,0.979770631964611,4.0,0.2365108861870991,1.8984194530928,1.451591490707243,0.5239821510719206,0.5401516285212369,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99757047396944,0.103520801662698,0.0085313580808973,0.998784508082237,0.9782603251518002,3.0,0.3045077278296257,1.9030070385641955,1.5007366027217977,0.5677295484265977,0.5748667170160757,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999991864318296,0.0019939839515322,0.0011026832232583,0.9999996033575836,0.9832297460778748,4.0,-0.0625243250214637,2.0522521307881285,1.6646428345702589,0.3754054019091484,0.3477605526954996,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9977040169539364,0.1021015357491593,0.0090713590447905,0.9988513611385884,0.9834245759219528,0.0,0.4803243500248947,1.6325445877877331,1.2913709370733126,0.6934272490524394,0.6883456702673405,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999991451463924,0.002047517961722,0.0011615396053775,0.9999995826840962,0.983333607397016,3.0,-0.1002523762673477,2.09749980264058,1.6731839170714595,0.3719687294113255,0.3451986628860487,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.997718309158992,0.1055382517588098,0.0096077721081134,0.9988585142419696,0.9861672222111324,2.0,0.2436283674399441,1.6613697400566834,1.277476862353711,0.5210057719190705,0.5050210929664218,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9978727621918254,0.1003375335454817,0.0089627473757726,0.9989358273385344,0.9843492592053564,1.0,0.3094177839607837,1.7505127817466248,1.3808144272426737,0.5955742631871999,0.6338315306315185,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999998895653414,0.0007361724436233,0.0004488897521353,0.9999999529617536,0.9871176581757488,1.0,-1.0988165638416167,2.4809770129324296,1.914375803375151,0.0615246413363063,0.0477649596425035,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.997644584096176,0.1074182370246981,0.0091187958709829,0.9988216057530456,0.986909176916222,0.0,0.1304995231024344,1.6871519680778582,1.2994689844470826,0.4740314707066612,0.4526374947743068,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9978815534083928,0.0995228386697743,0.0078980522190309,0.9989402227377971,0.9788316669274496,2.0,0.2786006256544872,1.861493587825622,1.4461257418965905,0.5573628843012896,0.5707201292980778,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9981185400675604,0.0948020790099997,0.0072180269731046,0.999058836487818,0.9848441516443484,3.0,0.1367972842941184,1.7368433326422108,1.3874431559577205,0.525401047979079,0.5341327291166319,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9980523206643508,0.0972804944328217,0.0075954791249267,0.9990256953879396,0.9844592673500276,4.0,0.3629973191417187,1.5116525657428823,1.1950348645554116,0.6234366119904768,0.598829588487805,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.997929172630786,0.1008335476526958,0.0081823885502439,0.998964058781484,0.984797669472677,4.0,0.0977005598947848,1.819897470072685,1.4211076284664488,0.4812526054151274,0.4670831519939221,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9974557432450596,0.0998814128363414,0.0080326484851929,0.9987270762315849,0.9693005768118904,1.0,-0.0395549158877952,2.12414850924791,1.7623346834591809,0.3764145872190423,0.3616106830950791,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.999999859242709,0.0008274314880191,0.0004835229448206,0.9999999410624932,0.988683196759532,0.0,-0.7408020584393122,2.3141600517351666,1.7600164770171325,0.1819243338271911,0.1865905667583356,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9975017327467108,0.1038922109060343,0.0086423707297665,0.9987500963341188,0.9790597316678296,2.0,0.3080151415997413,1.936194395387017,1.5460862025472464,0.5665066558906394,0.5775023424319549,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9978542931893378,0.1009464977203465,0.0081763458538777,0.9989265793822176,0.9871197050100352,3.0,-0.0313443835898517,1.7719774720403838,1.4231745158475977,0.4433657551213377,0.435460426855759,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9978293527167168,0.102212222680436,0.0088886707698858,0.9989140934861268,0.978859087919554,0.0,0.235275043389929,1.8528687562619512,1.449546890427872,0.5291993257063421,0.5548530115339995,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9978870392654824,0.1012066686838428,0.0090591367392889,0.9989429776714158,0.9818389219854566,1.0,0.3637165283077593,1.6663339962955486,1.298508539851838,0.6215541305991863,0.6396700727981838,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9977769447096652,0.105145004832531,0.009388110415245,0.998887864055266,0.9849586290860518,4.0,0.3538536525203134,1.566535946543154,1.2038303584500971,0.6032117818438292,0.5998978668786059,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9977277106276964,0.1051499386675337,0.0095560693352949,0.9988632224318384,0.9810839793010084,2.0,0.3067703046062213,1.7524058249548389,1.3593155390351883,0.574106015034428,0.5841014616583379,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9978795925920814,0.0992279433704155,0.0086032824282051,0.9989392422556748,0.978587611941284,3.0,0.2960521367047581,1.8478408088959648,1.469967491547909,0.5630613077980398,0.5801547704881445,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9981411848606436,0.0932365402388251,0.0069882502462974,0.9990701691458902,0.9780348936893504,1.0,0.1166128130515957,1.9775953617650568,1.570087847328252,0.4286009338903123,0.4205350286006068,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9978991196581763,0.1004087005122382,0.0080453729175775,0.9989490166553716,0.9849204916655026,0.0,0.1449703354298744,1.8582160643154733,1.465674210292328,0.4992401321881478,0.5025039420630923,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999998936934952,0.0007218943128835,0.0004424113063664,0.999999955013156,0.9832140123406464,3.0,-0.4217076459860378,2.38798060341882,1.9673112200523977,0.2343511502133883,0.2089258829271091,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9981367938353132,0.0944266319216258,0.0071682941931663,0.9990679714040868,0.9811506283515192,4.0,0.1968355151812186,1.8858358551512004,1.509060319946046,0.5083928281587247,0.5180926445556133,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9980667801940712,0.0963496893762711,0.0074334507973461,0.9990329308314948,0.9833811474490022,2.0,0.2123045567912334,1.8057318296843263,1.4425390350087366,0.5348906803682459,0.5463921181552304,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9981167899076606,0.0958096669370081,0.0073850416022547,0.9990579595327488,0.9834902103159482,3.0,0.2823059455902267,1.6185430133616532,1.2270214021267198,0.5675361107845819,0.5859405114705786,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9977184992791092,0.103767806672233,0.0086029337447176,0.9988586086901794,0.9772662585568612,4.0,0.3238281430660681,1.7651140526486409,1.3881996071098297,0.5912426016970489,0.6153771371025998,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9973532508133176,0.1064374932953805,0.0090523858834027,0.99867576279415,0.9743874005931582,0.0,0.2311352743957613,1.9708161446994683,1.538766160749133,0.5496029076404826,0.5634855895672837,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9977760232977764,0.1035849672414757,0.0086482918420136,0.9988874040027956,0.981805938081849,2.0,0.2593341397440363,1.8185053776705824,1.389917914269011,0.5372378687532661,0.5557083179737455,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.998136816773971,0.0931476064688949,0.0070039781016573,0.9990679816497444,0.978113386813504,1.0,0.0692657980836302,2.073426703920537,1.7084904217920382,0.3794567198941789,0.3911689622384427,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9974607618973964,0.1056335157109369,0.0102057567786579,0.998729605154014,0.9758112381249068,0.0,0.3095156411693354,1.8644053806193823,1.45027134973615,0.603531228764254,0.6229195051483684,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.999999307739991,0.0018338235691532,0.0010310839203949,0.9999996613191976,0.9861730835163436,4.0,-1.0189523376125154,2.5204760294923245,1.894626672042811,0.1771006466088576,0.2625892217774714,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9974870743394356,0.1019646385126451,0.0103254197312142,0.9987428223095948,0.973321795126059,3.0,0.2783736177474952,1.9103841105315649,1.5275643210959802,0.5774941955726183,0.5722888924042562,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9977363057262671,0.1038968493630318,0.0098027108189414,0.9988675358461117,0.9794204177432814,2.0,0.2890408086727863,1.8148356662057457,1.4113728094133176,0.5594039004698637,0.5754110564923017,2.0
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random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9280702654317792,0.5866131360494153,0.257018841678137,0.9633640448134806,0.9523153509914372,3.0,0.3973327248686147,1.635924313914008,1.1811614731556503,0.6514686450562447,0.6784903544151265,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9345633336439808,0.5573293831424367,0.2328198132635484,0.9667281681514904,0.9557459590956728,3.0,0.387471670323626,1.6845793698923628,1.2587379608861835,0.6415335108495768,0.6705290487070857,3.0
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random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9322520184892108,0.5613273605659701,0.237100276330491,0.9655319950035192,0.9539374793967184,1.0,0.4529930443573302,1.657710371048412,1.223347293115765,0.6857150792747381,0.7019148467359816,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9286826657253112,0.5825222658546879,0.2529734020585765,0.9636818373418136,0.9519692329007644,4.0,0.4080558920707737,1.650013652684865,1.2167674812250713,0.667331436740016,0.6866187883036756,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9279362759626746,0.5853246691444193,0.2639953010752667,0.9632944964412266,0.9515707742075188,4.0,0.3492751513033115,1.732311497512472,1.3003770751752284,0.6162183484688539,0.6415207433894945,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.931646027653043,0.5684924899180714,0.2405688239009512,0.9652181287720304,0.9539544743979944,0.0,0.4170788181319645,1.6574755504074912,1.2471127915333184,0.6627333317960348,0.6714077196615827,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9230795304622692,0.6007125245929731,0.2646414597407506,0.9607702862331406,0.9497149913565508,1.0,0.4965009213090259,1.565851116722815,1.1484909618720176,0.7112191657434541,0.7150721887620309,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9344504312501564,0.5568521031744893,0.2363235112330402,0.9666697697518564,0.9558457293775132,2.0,0.3654365202992227,1.7293096123553056,1.264064086766674,0.632758006882055,0.6461447078880097,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9313024160168928,0.5705051032372159,0.2444944251928276,0.965040118291938,0.9544756054639836,3.0,0.4452444062435901,1.6117845000459752,1.176863713158313,0.6809683236060975,0.6982142621867912,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9354984076811622,0.5531834444386036,0.2418771494393398,0.9672116736515332,0.9542565394797544,1.0,0.408063171995236,1.6576261905132947,1.2050814732575703,0.6622576743040252,0.6834910482675854,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9340838644143002,0.5628037403148658,0.2429431153468294,0.9664801500722112,0.9556798932158784,0.0,0.3336953191695883,1.7074548889239844,1.2567663540089329,0.6326828914904561,0.6541748974425868,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9354399493899548,0.5572548891636409,0.2350402632769144,0.9671814551142124,0.9551363463622196,4.0,0.3678877727206068,1.66624573028545,1.2312914329108533,0.6451443595798285,0.6656732543915911,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9322945847149212,0.5663924128737765,0.2461239310694362,0.965554037064592,0.954459772088262,2.0,0.3655506425977228,1.719474945471659,1.2710654060132889,0.6267936561264765,0.6627059087259723,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9345235385133006,0.5547139176784509,0.2378253502022823,0.9667075847198278,0.9553510320711004,3.0,0.3634405388440048,1.7520335206098094,1.285530297260729,0.6283093832069211,0.6444825492684865,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9364746401703836,0.5444400109700002,0.2308501951353353,0.967716207339773,0.957930828602318,4.0,0.3785176508493763,1.7572846848693335,1.2744927794863778,0.6352235398990036,0.6448163746405662,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.924282860031457,0.59661814796855,0.2626880502753596,0.9613963166264516,0.9511547184949576,0.0,0.4481305136000567,1.6243974918964117,1.1919163989521666,0.6868461856990107,0.7184339227779243,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9309136432479456,0.5725276416158009,0.2489130329685158,0.9648386696220804,0.9528723119232932,1.0,0.3231331539395503,1.775140632379778,1.291247613448785,0.6039535717764497,0.644137702106241,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9313330273744632,0.5673091183187894,0.2502759650840075,0.9650559795741496,0.9546352015671182,3.0,0.4283753051331197,1.6714354373996665,1.1955620510877734,0.6708638601463344,0.6783108025511718,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9319874971623636,0.5695690378640622,0.2437189349391794,0.9653950041720922,0.955071810756558,2.0,0.3959077329874962,1.654976923662849,1.2093257677642115,0.6524288945849717,0.6694925341656837,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9285727418600476,0.5790210586456986,0.255854532402039,0.9636247995140236,0.953539975334795,1.0,0.4544037425547889,1.6278928162195758,1.1782201884174266,0.6875949573609506,0.7039483519630342,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9292207744932552,0.5747186980335631,0.2500422274417964,0.9639609883736936,0.9532331340633466,0.0,0.4452267362609816,1.659055592375172,1.2084089627404588,0.6827019299934837,0.7012150379864548,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9345905492399388,0.5567650924164605,0.2406175855040023,0.9667422420897254,0.95437035102955,3.0,0.4005326789997916,1.6728123294115496,1.2409174883916698,0.6553423273081627,0.6802730752157302,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.934086419149758,0.5611144630549718,0.2426853427789786,0.966481469324326,0.955111633780651,4.0,0.4705561677126741,1.5457159574831707,1.128396929983816,0.710075138131094,0.7242084513156132,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.928876415627579,0.5801469418919386,0.2522992473939993,0.9637823556021998,0.9524159020200744,2.0,0.4385225559169334,1.6250842321989978,1.211864152678107,0.6768813543632274,0.701181834722828,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9376090940010292,0.5425590342832692,0.4072780511390654,0.9772340271065564,0.9675350604969843,4.0,0.3395867096421124,1.7552015129870222,1.4377563539675822,0.5943348483301312,0.5931772577253289,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9397513970128342,0.5385743376755494,0.406335860104262,0.9784684254013326,0.971383649296654,3.0,0.4127387157338978,1.620602541699896,1.2911812461643095,0.6438303805468439,0.6545955977790995,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9407255854092196,0.5358745660497012,0.4062119945302157,0.9780844488408228,0.9730401547495934,2.0,0.3201842659586968,1.7077159895973115,1.3341979326016458,0.5714671837961443,0.5749439769707699,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.932481127147398,0.5801845829495968,0.4553514619883041,0.976649867269738,0.9747207196801448,1.0,-0.3316798954377316,1.900744452360033,1.501850068775791,0.332410190644926,0.3197151180640503,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9359648103947312,0.5351073197869818,0.4002300636071562,0.9768137093822276,0.9606757503353414,0.0,0.2985940805606737,1.7562977869469714,1.4053214293174017,0.550911206905644,0.535725416017878,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9327666215984204,0.5670721844483155,0.438518960393191,0.9768617600778798,0.9753870931200774,3.0,0.1990628881435324,1.5723133275602514,1.3358275821252028,0.5889512714219836,0.5253640886936715,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.93380931607488,0.5400080844375533,0.4059859745147444,0.9758623209230776,0.9642745967457126,4.0,0.3857521497477479,1.77463992474959,1.4186559284312763,0.6316384322992423,0.6389096185361194,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.938260559527234,0.5469503798915545,0.4138114503207166,0.977501212626252,0.9699769812542084,0.0,0.4188796105899545,1.595306341563736,1.2912506012332992,0.6519676254589841,0.665637558728923,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.933026331837218,0.5313156251793129,0.3961294339413905,0.975451769744978,0.9607423118467984,1.0,0.0792730786132011,1.971924920527984,1.66196573010323,0.3315627796670687,0.319274520608333,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9272969773285556,0.5413949506778362,0.404147756881537,0.9744255779606869,0.9550654221399958,2.0,0.2194747450563795,1.8350193135973616,1.5053992910125649,0.5519820966230123,0.5244970693831419,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9325506028381636,0.5754128909541599,0.4463628430238278,0.9771154895545636,0.9760875127598186,2.0,0.283494421776021,1.5351657028368182,1.2544688897733831,0.586047310722104,0.5576238238866997,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9397553312065258,0.5348937059606426,0.4024904175150667,0.9778690535576254,0.9642616647649924,0.0,0.2341772672209366,1.7823570263109791,1.444782950453088,0.511074632948483,0.5067393707709437,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9334733037262316,0.5714525003150239,0.4397097787975561,0.9763429127236376,0.9744660317217358,3.0,0.3108716375141817,1.5442036857894774,1.236562186856605,0.6101719521720879,0.5683489531157903,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.930538204255492,0.5391203420352768,0.402392193027411,0.9754742073815202,0.9605422390631212,4.0,0.3301917420738947,1.7969215691035958,1.484225508113605,0.6031901882827211,0.5785323575473604,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.938822462513005,0.5424298626653983,0.4132070211667527,0.977506320886957,0.9668886781326896,1.0,-0.0460788731498953,2.131061170872389,1.807742,0.2629309349756379,0.2553881863884798,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9292243892808096,0.5497757316577447,0.4119078511742995,0.975610603353698,0.9642404757422256,0.0,0.4739988548448918,1.6850946158504416,1.3941055993171036,0.7229338324810923,0.7244750378770666,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9288630618720632,0.5282517356806559,0.3917084225613944,0.974720397996199,0.9564398298211102,1.0,0.1363513256298191,1.935907205366698,1.6362372835497834,0.5336609892089543,0.4963353187706057,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9389724371685778,0.5263950929150584,0.3914180547279025,0.9773332737338636,0.9626786803331984,2.0,0.196905706635626,1.894688739910828,1.5735245825927555,0.4493415321791952,0.4456559825996398,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.939660112558751,0.5278796317270086,0.3936539182446958,0.9775555945789894,0.965468902857034,3.0,0.2352856912761883,1.890885230284356,1.6019819490189238,0.4979931203215494,0.4806773230866385,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9363784341578968,0.5594901350832269,0.4270531973763035,0.9766913132000984,0.973965603146406,4.0,0.2523359950758542,1.60370336807565,1.2617191002595638,0.5625923151271591,0.555708040212144,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9356933883327416,0.5587023309576967,0.4322300283286119,0.9771701088871289,0.9695435971499572,3.0,0.1340290499441147,1.9370599792198584,1.601747023809524,0.4814416804612911,0.4608015686737714,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9366993741458856,0.5586201354020661,0.4275046916271988,0.9772072329567756,0.9747925687503288,4.0,0.2816308024586204,1.597428461789162,1.276856884421848,0.5661386092898688,0.5390244811937317,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.936901880071275,0.5490362829916432,0.41865737874097,0.9769309229625822,0.9664325065145548,0.0,-0.047334093322257,2.1559453873013696,1.8270180360721444,0.2684630310237129,0.2586917027734771,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9360732161770348,0.5333707816480808,0.3990097957400032,0.9764244680904652,0.9663439022389878,2.0,0.3917036235311938,1.8042921105004053,1.497251828397591,0.630359473941168,0.6357499510783263,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.930395320441286,0.5433355283592718,0.4059412751440491,0.9754993747200352,0.960674861919499,1.0,0.2391187673588662,1.789327941749464,1.489847332722333,0.58090668705162,0.5281898590822476,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9392645664447248,0.5332552995399824,0.4002841961731908,0.977652208103626,0.9656271358419884,1.0,0.3678289319411281,1.7075040417401743,1.382280900621118,0.6088915539019711,0.6163448667024087,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.937750999881376,0.5428262237509743,0.4078448756320558,0.9775025886255412,0.9643921899341076,2.0,0.3653634919462641,1.6378817383928366,1.327792523639068,0.6045825444644051,0.5868403845329137,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.937495435677068,0.560300067320265,0.4326470254957507,0.9774876436304758,0.971927297989846,3.0,-0.0434848556628879,1.953659403651565,1.5316398809523808,0.345357071517631,0.3141402907209983,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9285238078114332,0.539911781591587,0.399626039835529,0.9745089526829344,0.9551331281453108,0.0,0.2081252728880223,1.809739617814266,1.5025872131059632,0.5317669226405072,0.4894433214199588,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9379717725739286,0.5478641197327887,0.4165549456443233,0.9776490808559036,0.9698839545257412,4.0,0.4329521009508357,1.5742543315756778,1.2802366242038214,0.6619628017915394,0.6654117833137154,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.933323664345061,0.562860043136036,0.4204494361639307,0.9751526843804296,0.9690909103882884,2.0,0.4119173216359262,1.6132423665995796,1.3439435087719298,0.6721465236646453,0.6868154861108189,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.932712734343126,0.5668636967340551,0.4339574015890295,0.9753169310059118,0.9745608626499423,1.0,0.0929643944171799,1.725102228628714,1.4595727406921437,0.5318720377148697,0.5008881012738662,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9315364290172028,0.5826025977670709,0.4508111380145278,0.9753306928205996,0.971702500863774,0.0,0.0873920537582945,1.799063450621755,1.4905987261146496,0.4871204247129596,0.4808512691983216,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9374868650541603,0.554635201941228,0.415585101119067,0.9762360017797193,0.9699000566606928,4.0,0.2829148856054958,1.645245568566606,1.2822255654398511,0.5490009661991196,0.5550444115378235,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9360003296978886,0.5558036253287557,0.4178996215353025,0.9767082518825554,0.970969343581638,3.0,0.403266720665865,1.6088068498217962,1.2772821216278007,0.6359819856124185,0.6476478796430787,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.931771156465576,0.5847476303113943,0.451492628992629,0.9749052858945542,0.9709020259467104,3.0,0.0747532144534905,1.809465464097118,1.4577379480840542,0.5091209400493397,0.4901558669560066,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9311897423412584,0.5837014244810239,0.4482692307692307,0.9754928859495108,0.9661463264806636,1.0,0.1756972531484933,1.845210906235459,1.4903139013452915,0.4830900781243103,0.4714634535703297,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9243151802874444,0.5730125611158158,0.4370032751091703,0.9737317582652448,0.9591413601632804,0.0,0.1459554690304333,2.0204347785105257,1.6411570247933884,0.3877603098445358,0.357608841287691,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9347112684457204,0.5598243717898768,0.4237357088207928,0.9757520794870476,0.9701183246597954,4.0,0.4273995052264917,1.575667352426454,1.2982826236263736,0.6778774457205567,0.6849529297857438,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9330153217670044,0.5702563319807471,0.433347376447279,0.9752274903893144,0.9701193499533378,2.0,0.4057234327527691,1.590724347490164,1.2675965774789304,0.6393744694405037,0.6421596030904475,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9341127856907068,0.5497771585837173,0.4069616102859781,0.9755041854615436,0.96161966535023,1.0,0.3787786216353254,1.7112658107819827,1.3575490852974188,0.6256426645693725,0.6333189276096365,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.927133429643071,0.5586720838395599,0.4205174991082768,0.974130496210258,0.9632820723795258,0.0,0.503065873909827,1.6422538547092904,1.3683375334096983,0.7534489572308645,0.7377261174720978,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9276609622170036,0.5454481690332675,0.4019825773268839,0.9731433215498828,0.9545509680410618,4.0,0.1674051946994168,1.870382762864976,1.5694903402537486,0.4578175067724851,0.407340366685384,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9366917650909258,0.5463906216679217,0.4044078979380843,0.9754503082587762,0.9674603619804212,2.0,0.3209485309255483,1.7966289382700098,1.4494288135786524,0.5829000621449326,0.5912258991631774,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9389079625215764,0.5396577029395809,0.4072315912612758,0.97710063458275,0.9726647420922552,3.0,0.3722582746515106,1.641186166868983,1.3449469340595857,0.6368601061406323,0.6226498842345141,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8628208974900543,0.7634654572586768,0.5541504521510271,0.9367131077100864,0.9227170414592762,1.0,0.3246736356082376,1.731238761021893,1.4038589326307722,0.6631801783688611,0.6285117190039293,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8780579153481387,0.7518299072345475,0.5453574848362489,0.943450457067241,0.9297642305325218,0.0,0.3294203848267379,1.7126259266135622,1.3877208024142773,0.5740419732698773,0.553596482768821,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8852014907768164,0.7480212304479262,0.5492892846125362,0.9476979853907876,0.9403236325420682,3.0,0.0036199830427238,2.062320387409767,1.694965952355928,0.3382431238828838,0.31851786969179,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8747497581616762,0.7778427318397593,0.5733627805598501,0.941364863514854,0.9386123083654856,4.0,0.2881869610207009,1.733744436617648,1.3849776235878493,0.5492097411207733,0.5538398561684663,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8815379720255322,0.7440549902893787,0.5419584340327364,0.9453984514032884,0.9332441787266132,2.0,0.145771197222076,1.922718344116936,1.5553109476987954,0.4014499372791281,0.3843792453274876,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8673302319884428,0.7989205879885067,0.5898420191961596,0.9384218799630768,0.9355290462571776,0.0,0.378145832533528,1.5869169163164432,1.2809394141345234,0.6268083226765099,0.612888727452991,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8852385896647953,0.7453284552478273,0.5417602759493773,0.9474277301202496,0.9370595170340156,4.0,-0.005129114307282,2.0776118840838085,1.7349748890050278,0.3011493827090077,0.2681833843683587,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8777631810661626,0.7606658287660157,0.5509008016348059,0.9427282091535564,0.9336756741450704,1.0,0.3184380712191891,1.7783655438063726,1.455945234500833,0.5734276251268247,0.5923731946728559,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8631381578543709,0.8177270168691562,0.6126806668504445,0.9369760539912372,0.9368590007933704,3.0,0.1994058501552965,1.6087927562444513,1.3368331432703568,0.5439365349688469,0.5070024576737375,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8743575600696283,0.7775293624288226,0.5699105505965134,0.941003877952646,0.937911165559256,2.0,0.2486791935695715,1.736287064370976,1.4335618387581484,0.556476709161356,0.5624176276792335,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8816199021286427,0.7460918045723457,0.5424600479758606,0.94533011472151,0.9328085857009556,3.0,0.1847659232416765,1.870894023990326,1.5032421557253035,0.4495695431533839,0.426091474788642,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8576408530736526,0.7949188485788802,0.5888182893756042,0.934760301706244,0.9279269731047424,4.0,0.4989681270115232,1.6183943466779531,1.3325057133439555,0.7355599946960101,0.7251568058538873,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8611496500422147,0.7699427740541761,0.5513823169779659,0.934609383893742,0.9240428394178656,1.0,0.3333711883622705,1.8578902033059743,1.5158428168795035,0.5877547368589837,0.5944027691250083,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8735283370113265,0.7889570731413376,0.5817653277807338,0.9423768074691636,0.9344431165172092,0.0,0.3021206477699789,1.7381660897329507,1.4154576474012357,0.5603323928522558,0.5355822406149844,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8844489050632311,0.7406905396832455,0.537565839272782,0.9461449979905754,0.932961945210784,2.0,0.308195419445099,1.74024650242836,1.4194375301829505,0.5553996535243484,0.565735529187548,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.858928537587288,0.7733552242213341,0.5612332668155909,0.9343562344632574,0.9228044903461332,4.0,0.4039250502909183,1.7488352843314627,1.4331858170888752,0.6772192871025311,0.6639661435369028,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8835330736702653,0.7481727932863734,0.5465477895936102,0.9467230127745596,0.9358914317503356,3.0,-0.1058121356414134,2.181787938497641,1.826803159954996,0.2053283162387285,0.1776530448937315,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8620784360771053,0.7998126647134819,0.585762273535223,0.9359352059342744,0.9281017791939752,0.0,0.4733691648178401,1.600453309145521,1.2983941780900692,0.7013997944583952,0.6982877652879319,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8743420746888692,0.7792152038415368,0.5715168839797964,0.9413747125386264,0.9364219787436844,1.0,0.3836208470071225,1.5732037065542814,1.2840868289734877,0.6369141603250243,0.6375396952663024,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8808137976156761,0.7586927344524997,0.5509449426021836,0.943895072513432,0.9384051431694864,2.0,0.0757331153765833,1.921379685331794,1.5202667794011684,0.4187054360192882,0.4576801029048205,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.865889222660731,0.7599551067991172,0.5483367632392577,0.9367236647772824,0.9313393313288107,3.0,0.3590391514756973,1.906696854063004,1.5638913097716545,0.6015391275097488,0.6118667502107976,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8825671737517142,0.748882562586517,0.5459207777764225,0.9451904393011106,0.9357611370542352,4.0,0.2916886587610662,1.8036494639645848,1.3984415394530314,0.5477828590093021,0.5609461456355403,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8725443347448777,0.7814224835124989,0.5734028508759504,0.9405137980816428,0.9364829373462096,2.0,0.3783077756012005,1.642883882889664,1.323943149106294,0.6204270004246145,0.6239641041972593,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8823833271816339,0.7488476590202136,0.5428017540546103,0.9442631681530892,0.93835644060017,0.0,0.2596742930973302,1.842256588896285,1.4909686400572566,0.5326866014281675,0.5409072147926055,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8683490537867999,0.7910312013039206,0.5850218657996452,0.9395823622107784,0.9354029866066303,1.0,0.3371787675658059,1.7488817974378408,1.4415149510281384,0.5888171741764269,0.5434571167747657,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.864073623705109,0.7896342735059438,0.5758690784653943,0.9371251215929468,0.9313945835389577,4.0,0.3442156043198551,1.8208115744048048,1.5273603774034308,0.5971776616523312,0.5860856961266371,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8717420305933181,0.7929716883624001,0.5822019499185256,0.9400809263096686,0.9371145176668672,3.0,0.3425579615183937,1.6333520454084711,1.319696135654411,0.5918853048910977,0.5777527531304659,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8803813998487867,0.7654106499033038,0.5545673008690354,0.9446625028857558,0.9371519544445288,2.0,-0.6412740776597128,2.324435050472211,2.0307773776728326,-0.1856377008066829,-0.213507586581908,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.866841174182574,0.762437213190185,0.5500834001082265,0.9386852095953796,0.925943245806753,0.0,0.1410717297809449,2.022154525085611,1.7275603781659632,0.3809024012153267,0.417398658012348,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8747994249944694,0.7872212198434274,0.5787793024612168,0.9419623665042516,0.9400331291832454,1.0,-0.2213889247990348,1.958397682488846,1.5893415790224392,0.2268353590790019,0.2155861506324483,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8825875433309408,0.7522545757105197,0.542073711508291,0.9450721354153256,0.9355654530210364,2.0,0.0061255093125992,2.07478684786982,1.755356405119125,0.3030349997450084,0.2896827502509704,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8696087819069909,0.8061091145093375,0.5955008600904554,0.9398812895420952,0.9387988187212464,4.0,-0.2358092322610774,1.8584495511538712,1.4809447980512336,0.2808829987977271,0.2749593545944255,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8728173749361212,0.7849294526987767,0.5727269379751199,0.940368563131301,0.9340890113735456,1.0,0.3360364792606357,1.6434038851564672,1.308992868529116,0.6063797126264857,0.6208491461702409,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8737347429910832,0.7824221430286481,0.5814346599245283,0.9412937138041192,0.9362717803982776,0.0,0.36669115080805,1.6074602574300958,1.3225229857575578,0.6210256246168724,0.6191612335321042,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8598798317641079,0.8177091372935247,0.612708225263892,0.9349658196556132,0.9344302107419364,3.0,0.1136030256521097,1.615114517136878,1.4010790800073032,0.5608173531738366,0.510334681524528,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8688299352554291,0.8113217557160514,0.5952430885708316,0.938926593107769,0.9361855245761468,3.0,-0.0376927362884744,1.7615677101824072,1.4125219154820925,0.3509382015066471,0.3196488297673068,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8806505161574557,0.7597365878736421,0.5526749212584096,0.943903096544172,0.9373383170348044,2.0,0.2977077974519784,1.7732178217371757,1.3958805744279352,0.5608656502675072,0.5661629994214263,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8727899215217765,0.7804083098211243,0.5642274120777493,0.9395247695260508,0.932437247934894,0.0,0.3668394065733091,1.6975489732133635,1.3659801455504057,0.6063916437767144,0.6245040779010308,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8623773887814271,0.7543254768112833,0.5384608245891629,0.9345802227959508,0.920912181099684,1.0,0.0194366907775606,2.0577048757287844,1.7483194189489033,0.3631098417889971,0.3240837151643092,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8615453790483338,0.7446292919187251,0.5310675694649247,0.9341135160697838,0.91575769199171,4.0,0.1801427468386154,1.915586575973956,1.5802651621411652,0.4934793990043136,0.4694636832625384,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8751836009389408,0.7726091597063717,0.562307188031822,0.9413101044972608,0.936555943923632,4.0,0.2199174616887642,1.723909242732647,1.4195347912469654,0.5485664268776484,0.6097000818741615,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8795135779230254,0.7695248599800325,0.5620158897472936,0.9440434912815144,0.9373490508056675,0.0,-0.0225296742167437,1.990832448300376,1.641650224617554,0.3167893553283056,0.2894488803678879,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.866021192515745,0.7719840503814022,0.5552733697543653,0.9369265492669018,0.9263543738843268,1.0,0.3961483268786365,1.7522123081102818,1.4456812522994336,0.6329719138734142,0.6395841496937008,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8618249920171033,0.7504782657558813,0.5364886034371457,0.9347069520927288,0.9165654286805962,2.0,0.1466140895450999,1.9074602453200704,1.5770947863378084,0.4542565668880302,0.4149397606592607,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8778838119908244,0.7692169325609809,0.5581661901723561,0.9420112668383128,0.9359892422337334,3.0,0.3182221900784092,1.730026435114037,1.3678660164822498,0.5658613852439586,0.5792707994519497,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9363659771577008,0.5513085600045715,0.4194282317326547,0.9774119647232906,0.9686685760607958,0.0,0.5292795318119343,1.4601367678679185,1.1225208078711155,0.7283983713216852,0.7347620447280532,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9354592756589836,0.5534522978848053,0.4242130650077067,0.977379828958021,0.9704636108385026,4.0,0.5289998275318837,1.4768625794447707,1.1536933808018708,0.7285333709343359,0.7420031487792341,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9362031269294674,0.5498204578223044,0.4205284088611238,0.9778034894889182,0.9684441915577952,2.0,0.541040904337853,1.4649243127022258,1.135710846777935,0.7360927935804054,0.7541549436146396,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9364020946009828,0.5490296741654831,0.422125618158781,0.9776604297692844,0.970128312846632,1.0,0.5455779145837817,1.4572291601156762,1.1071731083809293,0.7401109860098679,0.74964111990803,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9355314254355108,0.5551305630391313,0.4235929258905913,0.9771207035417128,0.9690566452246951,3.0,0.5199435220689557,1.465293236806139,1.1036069521800815,0.7219350887332472,0.7336832868866481,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9373989155622792,0.5476905788143865,0.4203399404544852,0.9776132726460738,0.969766400881018,1.0,0.4879232715806066,1.5036786526746222,1.1232358069380488,0.7015526809463294,0.7190565212165843,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9362538602288568,0.5481049952749224,0.4168643219474245,0.9777604412443772,0.9705543020691636,0.0,0.552260311690464,1.4628518470854144,1.1270378352144907,0.7447783620423787,0.7454663642695605,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9346307693729085,0.5563754185501077,0.4268064322978187,0.9771575790494746,0.969600496024162,2.0,0.545482263045368,1.4575771226448957,1.137677535700988,0.7470145895550272,0.7644320401373296,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9355784528565002,0.5527259433175155,0.4212162527772916,0.9776495210096876,0.9689414328491484,4.0,0.5741835346075921,1.4091469777144432,1.097056575013602,0.7620854336449181,0.7754431876266183,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9343302660790624,0.5552991799069562,0.4255775215244851,0.9770320265198316,0.969729226165281,3.0,0.5485478373370194,1.4796489173952,1.124052625030873,0.7425847803691585,0.7555011953953107,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9350579551916292,0.5519565673945064,0.4189601483333487,0.9771370549713688,0.9686635025156056,0.0,0.5691877364187887,1.445296038506131,1.1221496252425622,0.7587667021091032,0.7695243917533152,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9371149006618252,0.5486046633276661,0.4219505678310293,0.9780352600173098,0.9704728871515502,1.0,0.5211099694899867,1.4571889773923448,1.1097233752102336,0.7243485161087594,0.7440233501194712,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9356073819623416,0.5538461297363497,0.4263664548542625,0.9777342853431624,0.968984050452028,2.0,0.570726120832491,1.4015557279055868,1.0772425426615366,0.7581202679891513,0.7685761223252487,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9370884449728332,0.5455862040863214,0.4185952951117091,0.977696069270246,0.9694071430875368,3.0,0.5015396512481973,1.531562726392402,1.1855605064707206,0.7101708910858284,0.7366468884054849,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9333604548602376,0.555644027536536,0.4248163511288688,0.9762382147808838,0.9687931305163588,4.0,0.5470001091151631,1.5203464383486869,1.161130163665897,0.7440285177676753,0.7525739172222444,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.935126797654197,0.5500133671282392,0.4199522042529546,0.9775237636273206,0.968622238402636,1.0,0.5783318393467661,1.4475580107507575,1.1274245272620536,0.76424727284169,0.7775938642943788,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9345445450368756,0.5545523584975626,0.425424991898415,0.9771788474005094,0.9685967374180656,2.0,0.5529185927619621,1.471132982000208,1.1136711397660062,0.7448322295635458,0.7619697190767877,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9348493465173614,0.5506268361897659,0.422724346738229,0.977072118895398,0.9691594991824724,0.0,0.5363738333676228,1.5255609293899324,1.1705820179816828,0.7350110821557367,0.7522971594225051,0.0
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random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9336051544723478,0.5567747938702701,0.4251754598067859,0.976559572225303,0.969355695852608,4.0,0.5665224571383047,1.4659128106343706,1.1182123602605607,0.7579876359055471,0.7728164141012621,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9367548139722666,0.5458967543586822,0.4166750493652484,0.977627640065081,0.9683287300871636,4.0,0.5082745904617945,1.531478458337125,1.1592335258479358,0.7153423627928992,0.7299690559116192,4.0
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random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9374076185820266,0.5445040516556235,0.4157452242657627,0.9779680756874372,0.9695206264301844,2.0,0.4950878042427725,1.5379321343279335,1.183482393342455,0.7060656969955538,0.7283133786815791,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9355307935352596,0.5564752750305837,0.4256711821341052,0.9772028926449848,0.9687046959840464,1.0,0.5377521094729174,1.4287644841051346,1.0771191820613792,0.7333744913904321,0.7437798183705033,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9360406596785814,0.5539662568392041,0.421836532641148,0.9770403155799664,0.9690488982913484,0.0,0.513130163806018,1.4694569124050216,1.153772091893961,0.7205666529394277,0.7312507535526211,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9374941303930424,0.5402047975498937,0.4138246483591822,0.9780704644330888,0.9701825202855358,4.0,0.5119743323686075,1.5558987176944818,1.2085283863688352,0.7166241312652379,0.7433805431688826,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9331557897269186,0.5584955100043315,0.4308940227443878,0.9771199683019144,0.9695517766647328,3.0,0.5905148736314902,1.4264094613079412,1.0772438199366838,0.772336583473255,0.7878440584231892,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9359642775293024,0.5502275778395764,0.4201922356734011,0.9769788546010294,0.96944073943627,2.0,0.4817470977173962,1.5630976787488975,1.1820742678836107,0.6943712399717434,0.717680858517097,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9343585857079916,0.5563612357325287,0.4254932879924668,0.9770267829935368,0.9687792220694758,1.0,0.5669469786829601,1.4367800987290291,1.112009356525693,0.7559516779002153,0.7633824059405628,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9345253218046304,0.5575623149214332,0.4291918988732066,0.9773368908803836,0.96839578108686,0.0,0.5648857823327564,1.4212919503218766,1.093944326606544,0.7553010697783054,0.770400514726287,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9344736134257168,0.5547129581134842,0.4179647236942712,0.9756961743461358,0.9667595854715172,4.0,0.5029691943785662,1.551865492824139,1.1985823144658754,0.709251909350727,0.7243411164859639,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9342557096649704,0.5551264129950153,0.4198116107078776,0.9755069432211344,0.9667970762385032,3.0,0.4964468881844485,1.5640004884550451,1.1862324647175777,0.7068762689649299,0.7183451477931391,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.932481665074296,0.5618428776956278,0.4259923586385125,0.9756577568288338,0.9671388019341508,2.0,0.5840556260566016,1.4305874736389832,1.0820782637394546,0.7676456591859255,0.7801081278451971,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9298122382003278,0.5741088669219983,0.4354290105759437,0.9744638512493402,0.9662701239869532,0.0,0.5839920008340402,1.4186706151576507,1.089526192277408,0.7676531037150371,0.7787520921343142,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9318193838806758,0.569140396385854,0.4320820072520073,0.9757057602831578,0.9691037214998048,1.0,0.5658091896585419,1.415785272695508,1.0730086254151965,0.754529993165394,0.7497282588082989,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9302325916987751,0.5699833456475165,0.4324965826807682,0.975031869098887,0.9660059153362222,4.0,0.5493460354441584,1.5002595579144549,1.1460403554284155,0.7441798164656408,0.7626712046640047,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9329688380613652,0.5597956631363842,0.4201504807585576,0.975023866917185,0.9670609708422524,0.0,0.4777464606646672,1.605164376223866,1.210674216497625,0.6918349127720321,0.7114750570279093,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.931545191823756,0.5643209552630443,0.4263319917927723,0.9754333413331696,0.9680083353472958,2.0,0.5800269490159595,1.452013070590804,1.1250615371965476,0.7684646314624428,0.7763682025659736,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9348798970421778,0.547949648894285,0.4153444525631064,0.9763028146957216,0.9683494000521764,1.0,0.5185174622567761,1.5811672557815193,1.195223806253067,0.7215747523064391,0.7205619590422775,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9341018999414414,0.5638210576353755,0.4235949378776075,0.9753199515525616,0.9661891764279964,3.0,0.4683588135191344,1.5186852532181072,1.157768063441303,0.6857727009725458,0.7047061082315875,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9343672762310616,0.5598695974872009,0.4234224192474192,0.9758162762753244,0.9676489125794868,2.0,0.482622993405455,1.53049905187644,1.1699431007049077,0.6977462286933289,0.699260817371439,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9357800880813524,0.5545745512010921,0.4184211904761905,0.9764107545394852,0.967398305431266,3.0,0.4817544605812899,1.5233448228682156,1.1864050508013548,0.69776392457271,0.7165067019399406,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9345257968202564,0.557778278560748,0.4235414839291763,0.9762240333314676,0.9672891487652828,1.0,0.4967905330393583,1.5260371820545868,1.157190831043244,0.7049970564203025,0.7208432432689532,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9305701279206866,0.571608090765723,0.4258991860489937,0.973803294476048,0.9655432818862284,0.0,0.5036918896598486,1.543400108872108,1.1858890192627358,0.7118403191071302,0.7353259118333435,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9322776181709428,0.5680766704600336,0.4267915529769376,0.9750874275276278,0.9679662435600158,4.0,0.565955035702,1.407857319748455,1.0864345150058703,0.7550796884244414,0.7663036141076646,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8799072169705539,0.7497620642021764,0.5491205974237605,0.945495673225762,0.9383238812631238,2.0,0.5178144960064326,1.5360374660599398,1.1916235621110538,0.7211803278937758,0.7325705291061939,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8811901832074622,0.7534051245575007,0.5562645702452947,0.9461496573677082,0.9400709821640928,1.0,0.5338937010969116,1.4483267269850906,1.1031326501154832,0.7307708009041871,0.7386620584390728,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8814920855350125,0.7514954574857484,0.5478426420108421,0.9461770630737322,0.9387447811017352,0.0,0.5003882387493729,1.5114986025824926,1.1499232159764012,0.7082832630436556,0.724150164500114,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8812600771676212,0.7536868028353914,0.5551758482638949,0.9458755632655046,0.9390769879316502,4.0,0.5007018859686183,1.4982032954841815,1.1389501332202463,0.708302233792534,0.7245084933897592,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8811009043795384,0.7496994512984594,0.5509152630810548,0.9464933698677828,0.9392598605697592,3.0,0.4991746030775582,1.5374020740069256,1.1700123421135455,0.7074475499329771,0.7260284500239182,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8762887059653749,0.7635724924516254,0.5570011763207815,0.943418461249412,0.9360812238058596,0.0,0.5476712390016893,1.4704228181271797,1.130955228206646,0.7435238489026215,0.7517119979620637,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8893341415205542,0.7234615806989504,0.5372203870720464,0.950500549465278,0.9412026312486226,2.0,0.4675297273447993,1.5844950764584562,1.2045271786355871,0.6868008332505479,0.717871637145834,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8856575900787524,0.7311465165006457,0.5430242332619951,0.9481605485537504,0.9417450054168892,4.0,0.4722330831552243,1.6118611674251748,1.2069713999622464,0.6877152004116422,0.7064772357502541,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8848213981663922,0.7389798431231988,0.5422326611722321,0.9478143623345268,0.9379509881974576,1.0,0.4915583801214556,1.5372142347431934,1.1565286148234717,0.7041923564030628,0.7175765546997881,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8831869907030504,0.741868577384585,0.5410273174243732,0.9465808946848586,0.9388239925830943,3.0,0.4487391704889502,1.6197389459232585,1.2430774891234282,0.6719990312028169,0.6824771184054523,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8836640511369511,0.7450639164133247,0.5564227380478098,0.9478502289267678,0.9400768878471684,3.0,0.5118373157714957,1.4892956131139712,1.132902962815776,0.7158421760639059,0.7298141708688082,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8832957780138174,0.7394141182812601,0.5459347283565822,0.9473472443467684,0.9400793345052731,2.0,0.4987073047450878,1.566630222302479,1.1919637493548103,0.7077666692479736,0.7260465126994882,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8810125328514166,0.753442837980312,0.5478893841557096,0.9453929902174304,0.9374659067441744,1.0,0.466702993689756,1.5565614353216144,1.2072885074573974,0.6848070305095735,0.699755549057303,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8840889407246676,0.7453515613665173,0.5462302126557805,0.9473816454303466,0.9412349824806492,4.0,0.4776532330302767,1.5205187540441234,1.165262518155181,0.6927181716676534,0.7096280824868252,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8776926170633612,0.7666842971259856,0.561508396882624,0.94356096864094,0.9369791062969144,0.0,0.4619107757469944,1.5375097356746132,1.1555481998231218,0.6825698127834784,0.7038747737980136,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8752300236414904,0.7633605087452717,0.5557986968778226,0.9428149327699716,0.9360713808365728,0.0,0.5347919835031256,1.5160528411764638,1.166758317772786,0.7324171165369278,0.741768867663169,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8767875810123262,0.7611399158348174,0.555788629813564,0.9439962363546632,0.9381610750374912,1.0,0.5473958990435781,1.4780199491255528,1.151120989884586,0.7419401359983367,0.7577667243693808,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8796651499699963,0.7547991963576776,0.5579009652721522,0.9453226901931636,0.9376992970330752,2.0,0.5353313773134509,1.4773432399511288,1.121998629578962,0.732030835844826,0.7445355075347161,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8840374975495385,0.7375851382122558,0.5410864101044709,0.946972718636087,0.9400898449233914,3.0,0.4391308277749547,1.6514328502459967,1.2168175023782342,0.6668589547340129,0.6886638543187467,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8820037264471827,0.7455036336196864,0.5455897140219812,0.94619592081007,0.9403268367896788,4.0,0.4831270884350257,1.5733028433474314,1.1920772752800588,0.6957512639128832,0.7187559832260053,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.883932735579747,0.7336072469667636,0.5390807987782553,0.9474314746796216,0.9395010037133172,3.0,0.4624203727969576,1.6438392595170976,1.2552070533514066,0.6811223156786075,0.694965247987676,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8766427877743964,0.7610714813443351,0.5626556897742878,0.9432425430299444,0.9364595374545466,2.0,0.5136637058988893,1.535195328201742,1.141142484177008,0.7229238644261611,0.7416714114232821,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8826568648010182,0.741109838615932,0.5409263861812359,0.946988290678933,0.938607175491006,1.0,0.5056657500935887,1.555804769266536,1.2078519393191454,0.7112614291749777,0.7304826286109104,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.875132977403964,0.7655299622541676,0.5577450757487559,0.9428222082773978,0.9353691199190814,0.0,0.5355329837738905,1.4982672581948655,1.1579401945558316,0.7335018672883434,0.7450078805949488,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8839484564289247,0.7368827687003182,0.540236918424486,0.947118384788166,0.9397965584508696,4.0,0.4827127995638272,1.595233719072985,1.197624676598207,0.6961253765609442,0.7178742634148143,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8877191665694415,0.7363845943674618,0.5484391869908489,0.9494933663756374,0.9413626817790454,0.0,0.4990436491942313,1.468858509820744,1.1148791092974548,0.7109087572130353,0.720038216546665,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8882456593863522,0.7282915311085602,0.5348634679578481,0.9489534580862586,0.9391737193268164,1.0,0.4253851522626678,1.6299447677165309,1.2173617413080349,0.6574762351701646,0.6772028115536008,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8843075846499204,0.747647772753829,0.54318694439813,0.946799699336358,0.9386650782183784,2.0,0.4094799979230195,1.5937755989404658,1.197626081260619,0.6480452745417611,0.6778128903595724,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8820169608902928,0.7523647046724491,0.5528276283489327,0.9465846043958576,0.9382662141082442,4.0,0.5247498892500135,1.4528506623737123,1.1014592660767788,0.7247476179951894,0.7348957059723374,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8816315840587358,0.7485145662432388,0.5518019458666233,0.9463163100237972,0.9385384026426687,3.0,0.505705605191291,1.524140345885779,1.1716604696735204,0.711505233113805,0.7218902833713501,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8765918889196281,0.7607439991717343,0.5555242480575521,0.9429806094652872,0.9372909246733334,1.0,0.485625109444773,1.5832669373247794,1.204022899100183,0.6974786328783688,0.715055246262677,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8727543774984301,0.7779662893454385,0.5723365400540658,0.9419546980921638,0.9351059079483548,3.0,0.5545403741997588,1.432896081448798,1.1005322265779052,0.7459332965448457,0.7543618236336438,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8738046035797898,0.7636456105490158,0.5602189783431049,0.942106314723952,0.936414805059446,2.0,0.5292549562667151,1.557068820242146,1.1993088253973545,0.7295920507894524,0.7431783583873909,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8725282794559595,0.7817332904964156,0.5651272426330715,0.9408196244744264,0.934432624413446,0.0,0.5045872134138487,1.482948034094223,1.1400435355652234,0.7157094271556168,0.725598020653956,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8758605589555992,0.7668875531520826,0.5588876585936803,0.943124696295376,0.9363625935310046,4.0,0.5655200408792243,1.4266724625973877,1.1015443599473371,0.7529299341110434,0.7547921355559185,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8843969541080628,0.7393868608491382,0.5458755728267721,0.9470655159316697,0.9382720027741064,4.0,0.4463735971980764,1.616082129636219,1.2153747573489455,0.6699924973761358,0.7010005341734337,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8848535781504937,0.7385689784681996,0.5430906677609236,0.9473533099564736,0.9392146498079482,2.0,0.4539905285286657,1.5985908078534696,1.219006492860573,0.6783655730737561,0.6943354857718037,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8830277015982955,0.7434052917140419,0.5459706833820612,0.9468513593121648,0.93948273396748,3.0,0.4488946938278341,1.6138128572264938,1.2235097129327732,0.6744561252207704,0.6903297184073802,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8839418093537356,0.7446957064099278,0.5458162606357541,0.9469942889546684,0.9403257332662428,1.0,0.4426040084981638,1.5862315324313967,1.212100453107608,0.6695067729873825,0.6738943408641851,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8752147787126272,0.7679678581198898,0.5574657897659028,0.942033115999685,0.9343723321673576,0.0,0.4616284063529715,1.594572915408862,1.20733299219271,0.6815553306010858,0.7060623639819669,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8731121707189448,0.7725478374115334,0.5630228856205057,0.9409342550317816,0.9370082801447333,0.0,0.4961815693304001,1.556155064628753,1.1574945061585968,0.7045016970525603,0.7167770671771674,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8782312387541664,0.7556281688988589,0.5502462852428771,0.9441696451448952,0.9377478847528092,4.0,0.4790442827321595,1.5922333280717986,1.2318395402046698,0.6934627449161161,0.706643733436911,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.879664942118076,0.7559435818244931,0.5570103812697694,0.9445839768007964,0.936239786524354,3.0,0.5178265611861832,1.495157302068566,1.16348806759,0.7196492599625977,0.7317556022593317,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8728530152980959,0.7719907598553349,0.5619313733298296,0.9407164463663464,0.9351428755762494,1.0,0.5224914510809548,1.5266957737185811,1.1587260299975373,0.723790320926656,0.7393392831187311,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8799261569345017,0.7559823445765602,0.5481694750499587,0.9441699532115916,0.9365594549474096,2.0,0.4685061585175434,1.5629638903625398,1.1744656011124035,0.6863209809285191,0.707368652309146,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5182102376293496,1.553516738928527,1.2296094588632,0.7198736364538918,0.7304580916610175,4.0,0.0352775319159118,1.7957025597368084,1.41064851633992,0.405074246359259,0.4033812379876196,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4468943016258458,1.5388385789983234,1.2235073374561696,0.6685092636013708,0.6836228526424998,0.0,0.6058921016775632,1.4941555331895746,1.1574165712004267,0.79547884182529,0.7999689143102197,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5437514407365445,1.484055537697415,1.1587614671059918,0.7373995127821522,0.7424446945710624,1.0,-0.089943613293733,2.154428474701558,1.7505167811152045,0.2564099116934013,0.2079245354411751,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4639615972047624,1.5529288370370726,1.2262165028511849,0.6811553606778061,0.6975843115031464,2.0,0.5686461554670839,1.4822233278247483,1.179351718362535,0.757742207032301,0.7615637125462266,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4768912135767906,1.4912802867254769,1.1726694165958405,0.6905838687757235,0.7021244413991308,3.0,0.5256733242740302,1.5982158418273829,1.2121389364236694,0.7332818528017371,0.7375732015070536,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5243769774827749,1.4874429758660856,1.1571252059308073,0.7242333755245037,0.728763033241925,3.0,0.4052631372296457,1.6437441662210222,1.3320946631493509,0.6381157272699454,0.649934906171815,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.448116945052479,1.4849537759722,1.1617940454266422,0.6695137069483197,0.6906091437250143,2.0,-2.00891391209321e+23,1016221319101.3376,63129676931.44632,0.0180430381925306,0.7117855464910462,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4420007973653935,1.5439383397666646,1.2184790462427746,0.6650170782005376,0.6819129865674101,4.0,0.561323017829641,1.5498956789219778,1.221578854314003,0.7652444636316524,0.7757990882549326,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4956136256407162,1.5875099929197571,1.2602858897379912,0.704214091113906,0.7175999361241717,0.0,-9.007026893514517e+25,15869806835814.035,6258486033054.709,-0.0994863700671841,0.0990346878946011,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5328905282959624,1.4391692590149123,1.1121987074988355,0.7300232060632116,0.7349958635324307,1.0,-0.1406731562293377,2.182717746335911,1.7150592672413794,0.3616080205421532,0.3135942887280709,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3857497394208136,1.5934601079452777,1.2576480144456603,0.621102893171485,0.6574577824902913,3.0,0.3675884945851844,1.711013748491553,1.393129965676587,0.6264993308254538,0.6226913960084272,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.5123390688515694,1.5046179598834026,1.1844620844051268,0.7157935680776331,0.733542025019895,1.0,0.2313536844535882,1.9533029839702367,1.567048622977899,0.5257643439317605,0.560559864577551,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4393763660621508,1.6363398810711878,1.3231464920801217,0.6628662718710989,0.6735950916943713,2.0,0.2502617568511037,1.6233156206748978,1.300837604326155,0.518534525554855,0.5086426889845324,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4858014482914634,1.5792353750374812,1.2351384570623205,0.6969970790875655,0.708437334614611,4.0,-0.0339338127210591,2.079232638491813,1.79226038644089,0.2442593704213937,0.1683237853007656,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4802223469089589,1.5921617664193024,1.2551473328282712,0.692983335041544,0.7101497338249547,0.0,-0.3531333781160433,2.2210661534414347,1.9393635412367485,0.0325532107029801,-0.0593284785507936,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3942684584031302,1.5795689098153272,1.230610174781523,0.6291732079264105,0.6463689634981209,0.0,0.3851692205065377,1.7560430840028531,1.390194610778443,0.628583257973072,0.6456731779009751,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4391325185570143,1.6790399726131997,1.3438539356984478,0.6629966752660721,0.6792466730683571,2.0,-5.7356893564738046e+25,13481109507181.09,3242271837449.556,0.1455551452522159,0.3115814984676521,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4894954076110482,1.5711216158060035,1.241166469544648,0.7006015826906278,0.7141106536943861,4.0,0.2793077005549848,1.778826075233786,1.4533344504021448,0.529907811842407,0.5395631427851401,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4959218436349538,1.5536618231743466,1.2230172160094173,0.7045909410395229,0.7232846601508922,3.0,0.2668217318556201,1.8331468350551727,1.4656377032520325,0.5241120703238065,0.5293278870526212,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4126686657641017,1.62108169309628,1.2747677481974486,0.6441081948162988,0.6710197300982513,1.0,-2.0795725285801847e+23,1063957341528.6924,72836727609.10721,-0.0097342246745543,0.7200352843849265,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5240328901188852,1.4988202836384237,1.1844568923933907,0.723905872775309,0.7355028170783781,1.0,0.4848579544888801,1.565231906033493,1.219540616741877,0.6963545419458546,0.7070582531234852,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5228907155282412,1.505534990125652,1.18131717252956,0.7231164820886632,0.7298570295569998,0.0,0.4896770421034475,1.5373888909579858,1.2064682097908666,0.7023482539042627,0.7207281923615534,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.53322753031369,1.486436647852987,1.1667267849874163,0.7302297328922185,0.736231094746136,4.0,0.4479971000862542,1.6094865418685795,1.27071146674831,0.6718512194690875,0.7080841137767044,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5135142716117174,1.4976387056731613,1.1793096207609624,0.7166048088191209,0.727149468138849,2.0,0.5273134815171945,1.5651648623161811,1.226424174581494,0.7267500181082162,0.7408808461071762,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.5218004020373594,1.49745640760387,1.1771077545342008,0.7223626861039094,0.7306935976507359,3.0,0.4898005347252043,1.5772915593418968,1.2129052450461897,0.7004603183173954,0.726336235893287,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5383458112063467,1.479046877732057,1.1569451121794871,0.7337211769100311,0.7443613728508157,4.0,0.4062504494934897,1.661674185640604,1.3180024383983573,0.6451273920199138,0.6750504112508584,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5206754550917675,1.4911627027019845,1.1699198717948718,0.7215843123964041,0.7355847093828064,0.0,-9.883387683547526e+21,224060268243.12665,14358708168.315037,-0.0382631728482012,0.6977935723338238,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5154758454410335,1.5092200158202065,1.1876221955128206,0.718022063121147,0.7297723323316411,1.0,-1.8615860599697936e+24,2998934682547.037,192184130888.84875,0.0485931148437909,0.705475228208549,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.508718742012038,1.517273299120088,1.193613782051282,0.7132653883060764,0.7257721803532567,3.0,-1.028538470785672e+23,708739418495.8868,32116048665.15503,0.0290820942244529,0.7407571020149335,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.5180753594280002,1.5108689969108249,1.1859915865384616,0.7197747289995277,0.7335392871036742,2.0,0.4971541021066851,1.5353745197318045,1.1879692312628336,0.7056458906271037,0.7094828973174404,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4482126361094954,1.6208886425812592,1.293108527459665,0.6694957487396256,0.687445998044632,1.0,0.4584764575848299,1.5763042879053408,1.2630426563865644,0.6772187281423951,0.6941741099602944,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4520374844734307,1.613975871109993,1.2872550097088689,0.6723459236429601,0.6881355479432063,3.0,0.4399775406522429,1.6081818272282464,1.2705888827003746,0.6641100500452366,0.6909058158630932,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4542437419807494,1.6093482831427406,1.2773615053602567,0.6739889872665186,0.6951879836199865,2.0,0.4306552400167912,1.6265891577087943,1.2940066109053845,0.6606477238618315,0.6694085491405009,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4606414279012041,1.59711351513641,1.274172445385474,0.6787159098645663,0.694330104596924,4.0,0.40137931391942,1.680018337689307,1.3263359211361985,0.6339749258503066,0.6614389102569392,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4449603317169913,1.6087729746885693,1.2872585487099897,0.667063843622731,0.6879310360123364,0.0,0.4663747040352266,1.6306669843524533,1.297142433873038,0.6836484109748937,0.6945964990648971,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4663417101812284,1.5845241073062333,1.2618108974358977,0.6829097663064325,0.701708854790509,4.0,0.354187984347559,1.7636001215866282,1.384625256673511,0.5992952422210645,0.6288205542467503,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4404367455796317,1.6295854927573232,1.2953205128205127,0.663784494317419,0.6868420374053291,3.0,-3.64919044585732e+24,4118696438272.382,186635950805.8737,-0.0292469143470218,0.6847718379592005,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4483596613126389,1.6099843646592085,1.2762580128205128,0.6701332876923085,0.6899663642672461,2.0,0.3916442675738161,1.7117094340646168,1.30967659137577,0.6329362243257048,0.6569314983790198,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4449794086698775,1.623418239039513,1.285929487179487,0.6675096856122896,0.6851503519991023,1.0,0.4294307140331486,1.626854888278423,1.2910677618069817,0.6590731396849054,0.6820006459743272,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4542134824362324,1.613389084797064,1.275625,0.6744963504165675,0.6899727657007747,0.0,0.3724107267016306,1.6898434893066745,1.3386165297741273,0.6156388427643033,0.6424058007116009,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.5019469016072704,1.5595224349732346,1.235787865814017,0.7230690147252028,0.7294446525281978,2.0,0.1958658156503092,1.7379490736419057,1.4130835422030132,0.5284998397030927,0.5373024097975583,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.5476734577185367,1.48869477024196,1.1737551136001436,0.7562757960483075,0.7652572860254669,3.0,0.295319816394939,1.6334421617057844,1.2912869745371294,0.5993908475911474,0.5641228667103242,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4790017417929684,1.5801357137670478,1.269440419070934,0.7159758296876099,0.718832061884348,4.0,0.3044307859743599,1.7530149555238816,1.3343650557820432,0.5808048616077846,0.6279083007660404,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4609247886361967,1.5243718334643646,1.1899698915423065,0.6838285743080459,0.6938016482440604,1.0,0.5800998650113853,1.4864299259381455,1.1708222187168542,0.7626325765007274,0.7698383843039418,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.5661701776979546,1.4471811524050708,1.1489282053280832,0.7572952508242101,0.761177985962077,0.0,0.3849529218214166,1.4916787882448723,1.0582122631869857,0.6353197984541179,0.6062209088528856,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5409124977023231,1.4919655712309872,1.1808759594877791,0.7464369913438564,0.7470514125998099,0.0,0.2568128855206431,1.7486706255854414,1.501794022280969,0.508493399368892,0.4988973314414495,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4872077413833612,1.473141615908819,1.1478055355226122,0.7065429721951241,0.7053716626346048,3.0,0.6553505529119784,1.3965437894128871,1.0524478533861603,0.8101083276710118,0.8061623456328727,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4732059088312169,1.4644587281042694,1.085168740183707,0.6892819390728206,0.6919147306630192,2.0,0.3513871748738686,1.6720751038637394,1.3312219119134263,0.6082280215114827,0.5529715743092676,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5718975079827191,1.435333909114774,1.1290108357761262,0.766305840817353,0.7664823117328617,1.0,0.4802578498965895,1.491619800432428,1.1590381624104258,0.6941520678093448,0.6922181970360289,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.438249475367725,1.648938149145531,1.3208433852707864,0.6801712340504293,0.6826788384300965,4.0,0.531397558289394,1.3653603612945429,1.0528158752561507,0.7501511246303452,0.730249465217333,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4378143561319111,1.5150418444949918,1.2035180213881502,0.668562503309128,0.6717402556151921,1.0,0.308394958136292,1.762872924915743,1.4450188210187864,0.5566433851166068,0.5584414751865417,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.56555524099029,1.476850124556651,1.1767546519822276,0.7627296422016633,0.7699295890704555,2.0,0.4687650158460341,1.4768835443988688,1.2173679028412057,0.713299206508152,0.6963849528651451,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4846311602768629,1.5729086531585812,1.202044747043841,0.7179267531281678,0.718794691752135,0.0,0.3491357442401046,1.4659389464002808,0.991538497235304,0.6287521181720315,0.6213920876956889,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.5389210126048024,1.4894632863063564,1.1614135363417883,0.7343458995288076,0.7391538242573322,3.0,0.4404527022941344,1.5430924531888763,1.2032356225478815,0.6655373139972636,0.6520627476783588,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4125198113469013,1.6263289852905776,1.2648140767824807,0.6487385659324983,0.6684526885301538,4.0,0.5388868460848748,1.5237270921131307,1.1532423606894124,0.7386658694347935,0.7425446219279345,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5186038013543799,1.5073201127466025,1.213131763651543,0.7247487208815682,0.7289478547775503,0.0,0.3334977338587497,1.7725836527477818,1.4279558648142898,0.6214438821865373,0.6347908422102231,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5560790221431975,1.425547295885433,1.0719854743694524,0.7488188777159226,0.744632076653071,3.0,0.5604050165708248,1.482927191948512,1.160219779652026,0.7523625549711288,0.7576099858777775,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5356977683694395,1.5035220544765535,1.1375551305973937,0.7456504004266371,0.74938707294374,1.0,0.3132774293946176,1.519169329236766,1.1512221490992949,0.5649631024201979,0.5545779350190693,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.50080003081645,1.5580373520239208,1.240059349953789,0.7102208088461568,0.7137004865869431,2.0,-0.1597749614012571,1.8442033773760191,1.359910605253563,0.573543844948871,0.5688229165842701,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4310585226357476,1.5689514620505152,1.182624158909085,0.6594173418573872,0.6808675343651741,4.0,0.4282004743151129,1.6554443798990612,1.372386427706895,0.7042338176693861,0.7194957494619706,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4457262265302635,1.6473282869508363,1.2594367508805784,0.6941874715750336,0.7077282328553032,0.0,0.0745107048400359,1.886801529818969,1.510543698676858,0.3457911444449641,0.3182420819101718,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4482830695528345,1.6530776020056166,1.3647311996470322,0.675927923938914,0.6918008402012024,1.0,0.3745715109098033,1.5924138506975576,1.2831832103877574,0.6211299661417056,0.6052649248314793,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4455184626276637,1.6423042264010548,1.3219794426401457,0.6703434436932133,0.6812327597991616,2.0,0.0533370321758015,1.67491960899456,1.3371451137922177,0.3555438349555347,0.3582566065984582,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3134428984011601,1.7850180263959186,1.4678307664529406,0.5757784015883879,0.6032678885898687,3.0,0.340575229301037,1.7811602778051632,1.4867643819528844,0.5998700007873043,0.5984147836828255,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3786388364799742,1.6663777328183556,1.3720375321267968,0.6291979106379637,0.6360281282139892,4.0,0.4671582241102402,1.6482143435939376,1.3141462202408942,0.6912345087391699,0.6965372127632721,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.3728418670527098,1.6976392331391212,1.322031053784332,0.6202810170228505,0.6269437900342519,0.0,0.558455791875224,1.4842912294978945,1.1645732482782716,0.7474832435125078,0.7478435279178928,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4337187631158092,1.6455031515828555,1.3307524068997456,0.6627765731730018,0.6633451117555493,4.0,0.363918685864411,1.62529682201554,1.2375493651634617,0.6035861791222323,0.6395393971801673,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4281213720209044,1.6769232980245925,1.3687184631372944,0.6751490598989416,0.6822063434939222,3.0,0.3010664208759026,1.607317679739558,1.3190309538668017,0.5949502744927864,0.6206125044534683,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.3771036318472721,1.7255243205419837,1.374340093524162,0.6311473876075386,0.6366169489438475,1.0,0.4509914147194085,1.5665332671940353,1.1753666574063226,0.6932481954727148,0.6860307479420512,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4571397333883521,1.617802581803769,1.2991601722229902,0.6783665843831268,0.6873251896048603,2.0,0.3627701182200937,1.6585294592604127,1.277681842544218,0.6213145115817125,0.6405403185766082,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4355151089023586,1.5453945633609396,1.2279010714791128,0.6623530775089383,0.6611092702753092,4.0,0.2376878270944241,1.8842870550917152,1.5652041251520554,0.4926188387393043,0.4811098386765485,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4157336490792997,1.5818935746212637,1.2319654584336837,0.6493572334368849,0.6606831177864284,0.0,0.2462718729502028,1.906176663885613,1.5678451820973336,0.5124276892389829,0.463597091295873,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4577560214822626,1.63097534548598,1.3024958947144056,0.679335334282031,0.6948802786889907,1.0,0.0866510562294559,1.819005687775771,1.492793139271452,0.3837778934994023,0.3665295473291719,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4473140672551383,1.6234328955480029,1.3297559277543538,0.6703101167404147,0.681058808027605,3.0,0.2625987336973957,1.6184526589481876,1.2808806170104126,0.5286049927437805,0.5029438542035802,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4502560235937336,1.620878841997198,1.3055472162289912,0.673180101709056,0.6773264549994257,2.0,0.3206990585542132,1.7133990040289404,1.3334404286812451,0.5699108961085142,0.6147857775120606,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4054591345167424,1.6848810680956243,1.3642528004708867,0.636990003992371,0.6392315098569917,3.0,0.3111482077205197,1.4481916683824816,1.1199919177177258,0.5630451530328514,0.5049197653970526,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4857610995757102,1.5904556711248323,1.2109504781213585,0.7011802252999729,0.7122952592143222,0.0,0.0096300632628466,1.887086845821754,1.5347402571368756,0.325047667831078,0.2839090612826627,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4517379139651005,1.6203887010021871,1.2611030805100372,0.6815829750061274,0.6874227988339788,2.0,0.2505210397562082,1.730579610093222,1.260153184118478,0.5243689951289734,0.5789772113050587,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4115884735503671,1.6069814561132332,1.273966365103827,0.6417683121459461,0.6523420313813145,1.0,0.4727302002627657,1.7457983815920837,1.3728027501195617,0.6906801171370387,0.698595789862631,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4566589040135487,1.609072902285332,1.3044293500185664,0.6829937290042927,0.6888102119772493,4.0,0.3757002080555645,1.6720392148894736,1.3108267273239202,0.6277707414464909,0.6444012670432546,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.5056257221829998,1.5366694807071153,1.208291777343704,0.7122854810080779,0.718715851557759,2.0,0.4405802202221197,1.591210446318876,1.2475836156987925,0.6722665365022915,0.6732773649885357,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.484316944709078,1.5874901531530368,1.214558433730824,0.7095629581344691,0.7134091758785622,0.0,0.4663420574199454,1.4755275254327969,1.1386253300832403,0.6917446540074823,0.6967007600627005,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4628648222821604,1.5827408670971392,1.2322183947188732,0.6938433040235299,0.6972935012716803,4.0,0.4750536987466166,1.616856384404081,1.2548118577524254,0.7011366899031075,0.7048349575629008,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.560690911740583,1.448542102335193,1.1516141777504714,0.7574115723648843,0.7595592844051031,1.0,0.5074552898956345,1.493579541955912,1.208647184563491,0.7193695307175195,0.7166393987974513,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.5341167537549565,1.4795835308927316,1.1363968425993929,0.7430333390049657,0.7467684228622681,3.0,0.5313598843662198,1.5057101539902769,1.1333331164561624,0.7442752455575515,0.7335640310746581,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5335975638549917,1.469294955049092,1.1746213117891398,0.7380428687260496,0.7350886886417094,1.0,0.525306494147891,1.557232192670887,1.218192958489091,0.7297979498328718,0.7454608454785197,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5476262257296285,1.4604901207574503,1.16693724216559,0.7442103667846175,0.746113089479681,2.0,0.5593935679525042,1.450109737391343,1.1300843393227402,0.7503581512806844,0.7546093008226108,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5333805546987989,1.4856132255482648,1.1461952544557743,0.7420575343648238,0.7442501742110967,0.0,0.5637654432219577,1.433027750553186,1.1294479238852335,0.7588025630150887,0.7594988824101612,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5073619059979575,1.5242673177635222,1.1794503502184763,0.7123958781265779,0.719574612850162,3.0,0.4864610279908711,1.5648590317820827,1.205771538511194,0.6979916596966171,0.7161081723956281,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.5686504590486225,1.4380896851655602,1.128228673464977,0.7548990728791866,0.7572270026525276,4.0,0.5216237758347533,1.4594728362559737,1.114485881610695,0.7236644031288124,0.7235074134195765,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4792361023759398,1.5814867909247443,1.25084048760434,0.7263846933242573,0.7323637128002349,3.0,0.4619387729886457,1.522298066269045,1.215746924916026,0.7415051217477037,0.7370935578543117,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4881680887000423,1.5652651628250502,1.21333929765874,0.7011824167814052,0.7079189884314796,1.0,0.4483583115172657,1.57331208447139,1.2010158061564304,0.6773479082796434,0.6842944516533556,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.528428607603017,1.4983929221339507,1.206200257524466,0.7431525852069296,0.7446763226997809,4.0,0.5392425932169864,1.4538862546122144,1.143944496124432,0.7473988507538109,0.7480143027909667,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.564830715900861,1.4207146634028105,1.0838819079483166,0.7517361880021246,0.749232228672391,2.0,0.5729056279182694,1.473307882955474,1.1466789967715127,0.7585175303976088,0.7618884444814294,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4585761276726507,1.608887897469022,1.2224192475040372,0.6916226568000687,0.6992591641676063,0.0,0.4611020000646461,1.559114667354594,1.2032801383911218,0.6981769941591811,0.7013358596038323,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5771524835742023,1.4131457003427532,1.0965254267744529,0.7611401751434343,0.7562634219635017,0.0,0.4961383225503277,1.5456867870548736,1.194548344281665,0.7045995888750138,0.7230306979305529,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5785039863502648,1.4155276212180132,1.047190873668744,0.7639964723273481,0.7636670726671905,1.0,0.4902243100535273,1.534341347248817,1.1356583095520918,0.7118729036021125,0.7089859308074767,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5425497088128134,1.471430704572052,1.18207741394639,0.7527464417622518,0.7517739580158009,2.0,0.4827405692176337,1.559618481236139,1.235136741454841,0.7201949590524841,0.7235833116496578,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5025759807739352,1.5315819367696608,1.1568540348704808,0.7126554953809243,0.7172566260456557,4.0,0.5064424481472389,1.534232607080131,1.1659110263601955,0.7144497032901772,0.7270138233004122,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.5045237058323613,1.527698553196014,1.2049029470865542,0.7194733448985329,0.7235733347369084,3.0,0.4407058878691636,1.636694834859729,1.2920848613096214,0.6753341718307629,0.6888455965149053,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.42773054040662,1.6530688309070511,1.2918577464383385,0.6590060496999519,0.6692676307803047,0.0,0.4307349906680892,1.6005329560403665,1.2544777959095623,0.6565798708858883,0.6592660080692324,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4320056731353481,1.6416575459615632,1.3363354522677569,0.6633318811094117,0.6707794765268451,2.0,0.3932085621028712,1.679803320501792,1.3407556896214612,0.6410491090605058,0.6574463785269747,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4544860186278198,1.5962990840838238,1.26304712110605,0.684325407311496,0.694524852665829,1.0,0.3997607425515489,1.722376801510956,1.3785232385693145,0.6449005435032049,0.6448350430878232,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.423996192115331,1.6516764899876608,1.3847228925503217,0.6768738009734367,0.6819722114541112,4.0,0.3915406402122483,1.6889050712381397,1.4013150842282809,0.6496076818819745,0.6800635602763379,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4511324137289143,1.618594356205177,1.268149597541644,0.6739266205434001,0.6808638202059474,3.0,0.3871682234831886,1.663104718891136,1.321849378288649,0.6245114965957362,0.6348967346586716,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4571558597767909,1.6218263675696818,1.2825475594133904,0.6790941509591364,0.6862948544350644,0.0,0.4404818629291993,1.5425625101194969,1.2142938328505295,0.66458636294584,0.6791662517937586,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4270029201382826,1.633780046482176,1.327384588424212,0.6659067721585086,0.6749247626905246,2.0,0.4376020815010931,1.6735617501326705,1.356359912552995,0.6632590517475266,0.6660025080600328,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4363365077119839,1.626998236206045,1.2964456046047883,0.6623725099850586,0.6706613009060374,3.0,0.4332009459261038,1.6570766119000142,1.3440313026523198,0.6606887317796498,0.6600234642299563,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4291940308323145,1.6454317129361888,1.3466994944100197,0.6665949721952709,0.6790290335827334,1.0,0.4576980617764176,1.588687160922547,1.303642075608276,0.681239948618434,0.6790970998868395,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.4441279728792973,1.6135887373468991,1.264943068365638,0.6671963441978669,0.6808839158969006,4.0,0.4526479080934827,1.6350162819507903,1.2675684934034486,0.6780559500307612,0.673746586925499,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.43830046311121,1.6313921625382335,1.2712616981298497,0.6634862271818496,0.6740656627963548,1.0,0.4797868466971819,1.5602684425055928,1.2013594989934495,0.6976277719332172,0.7041121869281916,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4237077744055427,1.6428965064342322,1.295608692578016,0.6573600581754859,0.6651705838785722,2.0,0.4574562089203445,1.6303717550724306,1.303546007699668,0.6903721176465227,0.6946423171983607,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.440423611835289,1.620189893987028,1.287633232779992,0.6662020668220827,0.6766687894332478,4.0,0.4114200505816318,1.691858822872924,1.3398154257840689,0.6418743709912884,0.6596737856911381,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4683274960231964,1.5886191308915554,1.2516525223392707,0.6855584152794222,0.6889085381500794,3.0,0.4593235907612956,1.5836664889597385,1.2587348951267756,0.6841429546752446,0.6939848555695846,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.4393481910845038,1.6443237270981588,1.3439048975553267,0.6705744848906836,0.674976005930175,0.0,0.4321463727603801,1.5700892910939357,1.2901889400927682,0.6708983695238278,0.6952702614714126,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4264146225190266,1.6531615098733488,1.3376250937351817,0.6778830285921946,0.6870360965315225,1.0,0.3936583881191615,1.6627606398588954,1.3187352417369642,0.6500659137210608,0.6558525066415286,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.42030015432951,1.6473823711958335,1.3078982521326117,0.6546052143026377,0.6604223885642618,0.0,0.4639566529117089,1.6222006148962942,1.2891017388575376,0.6919680948863006,0.7089409683875458,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4274938231571755,1.6519466976270516,1.2896291130819382,0.6585966685546532,0.6609191023565529,3.0,0.4801544596639797,1.5410454336347787,1.2177965971172713,0.6954655411767163,0.7059710283519236,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4516589986498039,1.6181518190210038,1.2897266466495318,0.6776708794656601,0.6823832676081897,4.0,0.4561957705102326,1.568581777551659,1.2640362698929022,0.6778668007612962,0.6940564527092198,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.4206619662469545,1.6477270030327076,1.2640283103019765,0.6720610331431882,0.6780240737022477,2.0,0.4010178067485637,1.71053666061082,1.308919409660955,0.6724974443063017,0.6878046937325493,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6136765571585954,1.361814957057897,1.037662858074664,0.7835126037194875,0.7942843130697311,4.0,0.4253913889942392,1.597746094989112,1.1796618423395355,0.6606007451945516,0.6981174080310223,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6277226140670462,1.3463851597431744,1.0046010669980163,0.7969981737249779,0.805642681625539,2.0,0.3242728012065921,1.6724260568401097,1.293378524470405,0.5825749234369457,0.5784496138866589,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6411390490050988,1.3109680968010342,1.0151852150943714,0.8195716644732516,0.8262969283692078,1.0,0.3467572140320386,1.6523530417954049,1.326898914894887,0.6020063618959814,0.5712080450873798,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6463395764705827,1.3177630766218766,1.0379179722061456,0.820004972740509,0.8245599025644467,0.0,-0.2080095408885862,2.0458244700499506,1.6539448026786832,0.3905401398371626,0.347525973318745,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5890814018991519,1.4128109330404044,1.0889218778260954,0.7853427142725995,0.8008328841480787,3.0,-0.0042466398172174,1.715206768564545,1.2822164077112754,0.3223406127368747,0.3325225642651181,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4544916548808254,1.6355611720056924,1.3169682133206984,0.7536319042120097,0.7652603507198394,0.0,0.1393467448454648,1.8857152447138807,1.623876334294549,0.6184172680532136,0.5868330370904163,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5912908649677155,1.3831954450154476,1.0954998134667286,0.7763104669393314,0.78492216151224,1.0,0.5077952020524807,1.498371476442748,1.1778821246939848,0.7185835048630059,0.7145976578732849,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5468284754957492,1.3797627712255554,1.0809582124694908,0.7416893518644208,0.7594788158645895,4.0,0.4362370777376015,1.740105367175489,1.4067757474997686,0.6651147897879565,0.6764044248076053,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6228199474183687,1.2518860962272211,0.9596626399221686,0.7993539386579149,0.7931028490338659,3.0,0.34983858029238,1.7081042760217011,1.348900497870642,0.6378989312084384,0.6270622617250988,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7486059722754256,1.0943769539697858,0.8233506218172036,0.873313615719242,0.8782072529699009,2.0,0.3013291912637431,1.5080615006800122,1.1228839990619317,0.5849488964819399,0.5088042045378323,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5691160437812117,1.4396891916433583,1.142456630303425,0.7621824582779639,0.777916863475458,0.0,0.3027898303359982,1.4426902777197848,1.1547524627449728,0.5902743677404234,0.5187977018592402,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5900455777939717,1.3407644434181187,1.0249835535426812,0.7761508324875288,0.7863846764062723,2.0,0.3740169060014972,1.7889101883787644,1.448572800338933,0.6459031407056174,0.6546804695240312,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5487034205926049,1.4254283093117854,1.114531474837775,0.7449371336472683,0.7486468537001071,3.0,0.3751102769381262,1.667019129544742,1.3412046607178036,0.6211121966248762,0.6311716115403094,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.649517964215589,1.2855270924419298,0.9730740876721564,0.812178644415962,0.8173275973962302,4.0,0.4102076627804957,1.6754728312433638,1.2952312723744983,0.656714103575228,0.6786670102202296,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6745632827425581,1.1840598009679242,0.8901978489983069,0.8221879931526137,0.8080028330585625,1.0,0.3115517651263596,1.7251540392707607,1.3642818479590824,0.5860722013696238,0.5892530121629694,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6547315915587241,1.1805276757083754,0.8495934068186749,0.83138631913546,0.8271732434636418,2.0,0.3129114024781473,1.7769220154536611,1.433138118973034,0.5939779979654847,0.5839058241908419,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7451866958216923,1.1100523200563124,0.8355165436960946,0.8654168729230192,0.8648853745472482,0.0,0.3601147102710688,1.693255420864636,1.32530277967453,0.6120790255488827,0.6053713542829787,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5411555783259179,1.5242587874828428,1.1955562544777831,0.7397782137065042,0.7525517079784358,1.0,0.2359471301121419,1.6361988313623177,1.3556940742280512,0.5124827305947836,0.4748160078037447,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6488007726109322,1.2713412723782878,0.9207011781405152,0.8166218228600722,0.819580258790306,3.0,0.3608447637817595,1.6713175165231389,1.3469721875648866,0.6200633715240143,0.6159234360867427,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.661265985123364,1.2911504275714034,1.0044868158691485,0.8154670692612807,0.8227052538422363,4.0,0.2267548692803609,1.7575652188216249,1.4328719868109776,0.505481915207819,0.4735152450329487,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6139434258912307,1.3093557657002872,0.9997339309399452,0.7911957939660081,0.7927786124459429,4.0,0.3428442116572516,1.8801317415543013,1.4374445061627272,0.6495905559506273,0.6785531245565501,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6207457269459932,1.3554327439228473,1.027761891402436,0.7886094645237836,0.8020244098480168,1.0,0.300502224769256,1.7643497632459986,1.4140109176605118,0.5515994484566027,0.5482074134655676,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6252982992964711,1.333354600105658,1.0181224816745025,0.7932827796856203,0.8124011480739893,2.0,0.2304594071139528,1.8890370430608632,1.4860788689827225,0.5694870547328054,0.5767119248800469,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5465316855733952,1.401849422470035,1.0590402457799184,0.7451864368960307,0.7439254551603787,3.0,0.2639173586933928,1.884490592557721,1.566837563590398,0.5716974566104729,0.5680107691908743,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5871941132287514,1.4106683067404928,1.0892952810870922,0.7688756533950147,0.7825167984701317,0.0,0.4325820686748703,1.534715816354324,1.2034165500045897,0.6800032460926353,0.658054742066012,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7481178114583328,1.055177102062041,0.7697315099806368,0.8657580110022018,0.8641452028900738,2.0,0.5203031911993254,1.5765681648785643,1.1868935594690284,0.7395748603266703,0.7360776490698139,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6984198458885928,1.177275983035842,0.898159073571907,0.8508339275767415,0.8348437441969732,1.0,0.2636985275277087,1.765704854274896,1.4006681678304531,0.5688307415744123,0.569276261577485,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5402319569996651,1.508093473682355,1.1639382116832335,0.7388948556304142,0.745229492146965,4.0,0.3157656263766715,1.635706692594354,1.3176419878530805,0.5688055736329493,0.5467109260028605,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6476213061977834,1.2212650934975542,0.9034130211432084,0.806328276104763,0.8007559301163378,0.0,0.3177639752646606,1.8012360359934296,1.4340107279664194,0.6010223141688784,0.6024987610176226,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.677226648409732,1.2563167587615671,0.9564880284434516,0.8276144942593022,0.8260811709312534,3.0,-0.2255413914040958,2.1007498465158267,1.6972264813849274,0.2603266375089315,0.1543482132025772,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4938715576185259,1.4099525927913403,1.0407188456657332,0.7129848304571847,0.708589309980553,3.0,0.0703876334844469,2.0136348215512103,1.6174740637638676,0.5263699452625914,0.5176443284184632,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5216298009273884,1.5231848349337185,1.1607413931380282,0.7291950107685523,0.7350244042216751,2.0,0.2818145990395548,1.7500991621246111,1.4717704510480605,0.5393479593580137,0.4971235720107185,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5847103938592063,1.4159942794526978,1.067599978229817,0.7830508727205197,0.7926777447672654,0.0,0.3762337673537178,1.6427067254571697,1.247636770081488,0.6279459333867684,0.6137458737491148,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5393919618832985,1.4767216458951729,1.1669014312874808,0.7390420698279742,0.7492888724530444,4.0,0.3296390881042318,1.3839474780467516,1.038792514874482,0.5804338594092604,0.5417571023348359,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6108070731066246,1.3593942674270194,1.0328276363106406,0.7866017661901787,0.7970799690354329,1.0,0.290302238712715,1.814669958195499,1.3829901319004954,0.5684523264816237,0.5699839309196527,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6699588531351356,1.2672791542247557,0.9428270584626894,0.8231617065282801,0.8278440148595417,3.0,0.3993868243005893,1.6226850873317031,1.2524753669805997,0.6411189102180603,0.6499440585550261,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.669904944334176,1.2113522988781869,0.9268739368485278,0.821133965940169,0.826189346285411,0.0,0.6085024322945788,1.4747214269764213,1.161306046962038,0.7873433405600089,0.7748275329005098,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6098377000347253,1.368231218205855,1.0449035390562469,0.7944476417790367,0.8035730534644674,1.0,0.338774666848237,1.640239855008715,1.179801146477603,0.6263742650292723,0.6427752293508406,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6776165519997184,1.2703677434601304,0.9803997280697028,0.8240217404969072,0.8356534358427875,4.0,0.3539279188639265,1.639767653615937,1.334811779842369,0.6093268035125319,0.5853158695816193,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.7409990211848638,1.117449899624366,0.8279748953000806,0.86317923903433,0.8677967551839727,2.0,0.3719835765245389,1.6817159627106748,1.297585197782368,0.6188286019622637,0.6066238432113172,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6999297357814707,1.2089251006654147,0.8965292209816675,0.8366880589662166,0.8415814163447972,1.0,0.1991451314823372,1.8681110528372733,1.4900765470808777,0.4751553680171267,0.5029069012137134,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6724532354657577,1.2528676721421246,0.9309851508389112,0.8291971660153252,0.83630997266622,4.0,0.1707811853234968,1.8044410235199435,1.350112555195209,0.4485588943391702,0.4618337710283663,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6861935024536931,1.2161514321274591,0.8848955431138802,0.8334347647758391,0.8322290228024843,3.0,0.2393666425425931,1.8933084800192148,1.5024233575499135,0.5295450080804285,0.5326127417441592,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6988974945918169,1.1816582400872324,0.8601509278898992,0.8366538096112299,0.8420576448552655,2.0,0.3952203905275753,1.7356089056328692,1.3333755351751548,0.6435324095854782,0.6423770840499482,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6608167400809845,1.2126653090464987,0.8620735726033532,0.8175938775402706,0.8168307769919023,0.0,0.4680369685374302,1.6547226315794294,1.2835602133352162,0.7106704292484283,0.7245290450828561,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7211060240409116,1.108085152694536,0.7909192662677166,0.8499135199706591,0.8496342388652001,4.0,0.3504642629111582,1.8473267029285976,1.4010404096493538,0.6353310768480771,0.6478622023791147,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7417047841463335,1.0929286051216236,0.8253896480778138,0.8727398264267501,0.8613746156061455,3.0,0.0447909028518629,2.073349029455562,1.643357787808267,0.4209222326933862,0.4164483928334973,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7788205031451567,1.0392414184524674,0.757244652660996,0.8839861300542646,0.8790183545759539,2.0,0.2219399405291405,1.831188684409495,1.4261352919826382,0.498551531280243,0.519454872293333,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7961725355260183,0.9781337537885056,0.7070538988746744,0.8936869909417726,0.883097669094046,1.0,0.2575156164238158,1.871352670019086,1.4774709098396133,0.5405264590122191,0.546975284561881,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7122863176980968,1.0957050508208397,0.7883510244283027,0.8443384046231602,0.8368430742559159,0.0,0.3239189337394899,1.8523833991352432,1.4749958132897163,0.6057954124816644,0.6201807043469326,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6699683435541497,1.26282852408457,0.9735281821916398,0.8193056940848469,0.8305126671751061,0.0,0.2728865518438778,1.7051340824210963,1.3272966917728204,0.5293949607547775,0.5197772563570029,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6559626458490366,1.269943959480776,0.9855810868493932,0.81267038674433,0.8169252275032367,4.0,0.346306655398967,1.7603798958015238,1.4334091192043694,0.5925993823389133,0.6044845653073012,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6340224228842377,1.3104880373987329,1.0080585704803466,0.7966943927685297,0.8067367194690563,3.0,0.324634243595414,1.7787836189606885,1.384725512280477,0.6003159542777112,0.6434163109163824,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6719903551032503,1.2535796632285725,0.941675036004876,0.8203872383596112,0.8329284565998879,2.0,0.3061008034818208,1.7754555870797355,1.3998542445665714,0.5647006302213036,0.5580636059588987,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6379431848800337,1.2713072087320816,0.9428530734301802,0.8022775238261253,0.8033930286124246,1.0,0.2388514252471739,1.9920377889928924,1.6879353733836775,0.5632731240430864,0.5224917269029904,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6692822979994071,1.2095264811111084,0.912020492266131,0.8207717987398807,0.8135613258068716,2.0,0.344928575210888,1.705820014360073,1.3286781773964564,0.603772706282091,0.5852014482756217,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7177337675628257,1.1665857078364217,0.8589622165897105,0.8515355004300633,0.8558224620615973,3.0,0.3329645749104879,1.7203889354771231,1.348709417734709,0.588770906952653,0.6090111578164871,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.748494028354269,1.043180864934691,0.7466179478576063,0.8681142564504721,0.8591756508207499,1.0,0.418294603392971,1.700947251209138,1.3318838843828316,0.6600075403494615,0.6748911989560759,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7321424549426621,1.1367794505719553,0.8497288441497365,0.8588576142014457,0.8530426454678481,4.0,-0.0055516322570599,2.046913745267793,1.786291319203664,0.2993418463571972,0.217577245774833,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6999775023905426,1.0893779342870789,0.779830515299589,0.8404360616063533,0.8326631068606916,0.0,0.2197991239180773,1.823234335849223,1.4602741398758463,0.542881466809793,0.5240438846321491,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6445488348520553,1.3127495085919787,1.008474563591055,0.8060032414498393,0.81691069833394,3.0,0.0973101258770214,1.7791601985470955,1.3978865984473934,0.3995287668716364,0.3741117411068574,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5987558740342456,1.2637240219475416,0.9536412325145532,0.77513468723434,0.7711143157341666,2.0,0.0629170871141124,2.059571434327887,1.6605855557377232,0.4632704625897054,0.4558127837944487,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6371942342300896,1.3180913059346842,1.0067431818820798,0.8005645565687233,0.8049888205866403,1.0,0.3068006893997891,1.775092309053005,1.4211415859495158,0.572253963467964,0.5790038199741642,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6182063562872251,1.3692394611914969,1.040923888538248,0.7876699040998378,0.7974575089793683,0.0,0.0195741556287578,1.9291568054230328,1.558094066886665,0.328465716155474,0.2868145388006415,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5667197829837427,1.4546529386534457,1.1161537095559195,0.7593732791077707,0.7722344246121954,4.0,0.3058220190617724,1.7346011111834774,1.3495542356923838,0.5622824062729546,0.5467450820831641,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7505886188047455,1.061399622792763,0.7760465705545726,0.8677770090976398,0.8478389655948856,4.0,0.1326085276059885,1.9562738670125168,1.5527147325220698,0.482171378171889,0.4880238769722295,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6645882690508482,1.2161034081748254,0.901247021767882,0.8152718014723875,0.8166927413330595,2.0,0.3175136592212015,1.8980707073646543,1.6217579960203696,0.6075730984375851,0.6011165942258636,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6230197838315024,1.3512550685029947,1.0551636909758075,0.7919607742928139,0.8014814385747706,1.0,0.2191722302891046,1.805512952088576,1.4773539599673502,0.4971066066869287,0.5182265621876327,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.750489824732697,1.0670228125369683,0.7610550842850033,0.870569803991433,0.849223423964885,0.0,0.2570502059626975,1.820905441107025,1.4864296313599097,0.5510349509735003,0.5588172689106345,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.670968481145773,1.2712262000136507,0.9661568651357522,0.8217956698187141,0.8300281325254659,3.0,0.1141895005028201,1.8916151216337789,1.5942825587387657,0.3987270403000585,0.3127673467230135,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6191986417692597,1.338687123348919,1.0314026451613076,0.7871018903373208,0.7853370463027592,0.0,0.2389989441130066,1.79728968925162,1.3894836992154669,0.5473730831450094,0.5635601557205135,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5930322891126611,1.324691742286421,1.0071776702991102,0.7724124728993825,0.7852862806883802,4.0,0.3688067701163465,1.8425290175920448,1.4184567845636795,0.6422940173418836,0.6606748829624692,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5923357103630169,1.399824031342764,1.084648618884691,0.7705337769277525,0.782483818138043,3.0,0.1451827325678434,1.6629065489841974,1.260166271599142,0.4309486746581302,0.4579901714819935,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6101819944608975,1.3770743816731188,1.0807856976025418,0.7852584065611201,0.8041928238501105,2.0,0.2185218371903053,1.733760002180012,1.3662310981319037,0.5008488433816167,0.5002219780001042,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5835599916592145,1.4191727523922617,1.1036355927526882,0.7640932456692722,0.7756644579815498,1.0,0.2747645956109669,1.7841784497377866,1.4139172583277757,0.5607911507091187,0.607849101390048,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6562913754446777,1.2928225545179484,0.9829691494155208,0.8114524909173295,0.8180549677091802,1.0,-0.2278510201425159,1.8801366953634089,1.516158769517297,0.1664596747885046,0.1835185019945693,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6910070733711143,1.227832343519287,0.9332542489657456,0.8338355773576762,0.8397832927538003,0.0,0.3308736532487901,1.5578538214067346,1.2443854389672129,0.5787042140127582,0.5726189637551904,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6363815101118844,1.331642130557192,1.0320077679666528,0.7994983597217576,0.8079821878671677,4.0,-0.2756287544769964,2.077662533455119,1.7425379574032152,0.0372271203627535,0.0391688894383679,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6824404301584386,1.248127928508336,0.9313123316245796,0.8273475682989893,0.8294599586784328,2.0,0.0229884995222852,1.9787453591676365,1.6440097439971249,0.3355416948091461,0.2848715636686999,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.605806933137004,1.2799596996013214,0.9924652467423644,0.784494781358375,0.7902111746889984,3.0,0.3647870957648162,1.7182139500579794,1.3667927735463927,0.6202119474979935,0.624081419079718,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6024232052062398,1.3705031462816344,1.0214665989329417,0.7878594474636169,0.7975907343149524,4.0,0.4529050090496225,1.6098459068792836,1.2213126449201264,0.6923708396710462,0.7098703677918218,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.636064229701627,1.3166281465434706,1.002857967118422,0.7978713414240539,0.8070430505173818,3.0,0.4343214901534598,1.6078846695607218,1.2318156701522196,0.6713761298303702,0.6956699263250388,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5688277354576647,1.4338697021893436,1.1172540332988286,0.7576594629098089,0.7721713909400139,2.0,0.4763229633616781,1.545221583486677,1.22070323372952,0.6936514479257464,0.7058170518911431,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.7171672789112337,1.149189058410541,0.8387966202734373,0.8543351149909232,0.8545535874020422,1.0,0.4696106357498084,1.620943156111207,1.2209370674324476,0.7025170002560108,0.6921833721344063,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6602038203016402,1.276665605498836,0.9562363903568342,0.8175876713621255,0.8201667332398122,0.0,0.5245078490221164,1.4486953335780584,1.1051985966213798,0.7304321164668299,0.7345797904326046,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.644464297690785,1.2989370378960423,1.0008059249340724,0.8090189620038011,0.8111845759435132,0.0,0.4949948047213719,1.532567850911468,1.1754237982679687,0.7175213698734284,0.7186724301880132,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6701813344178214,1.246050887416274,0.9603366894273756,0.8297578117742996,0.8299681518930143,1.0,0.5467788800428465,1.4748530597509415,1.1415668698429329,0.7516692850651144,0.7615511760424298,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7966278895101134,0.9871521162925052,0.7033032683722484,0.895789315109424,0.8861754237506028,2.0,0.4191174816281854,1.603424879937168,1.177948256231676,0.6728323284820682,0.6713228907022372,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.618278887865084,1.3444658237410303,1.0456957185268403,0.7999926982302576,0.8064555473602758,3.0,0.5355315310766354,1.476246518539248,1.184386173565346,0.74219759191105,0.743127437816718,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7269053092714417,1.1280399054370067,0.8249714518882907,0.8557990715139384,0.8538154698629961,4.0,0.5826556262473952,1.443873391409408,1.0654510597122768,0.7690345320061862,0.7614637498862967,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5629691389210515,1.432211257355687,1.1248611709800287,0.7504626092303135,0.7588878746761668,4.0,0.5076602060145007,1.5457407010170974,1.2194312548750603,0.7132238141476089,0.7188831631805872,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5188680685469815,1.5095739183152803,1.1176562227155915,0.7820732704850237,0.7946175041660387,3.0,0.3547368219071508,1.7395244408034614,1.2871350732304967,0.678848392475163,0.6992962645485226,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6240028116628027,1.3363226142224145,1.005254577425046,0.7922842902687461,0.797554283458057,0.0,0.5425353814603752,1.4564990494531282,1.1327789764415312,0.7418243029812623,0.7470137204974974,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5213738423261385,1.50273562231297,1.1481289700724375,0.7442086156739693,0.7490367156983861,1.0,0.4449053602813335,1.6257877033129573,1.202358954014291,0.6937084191862115,0.7095185493403198,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6106070478376664,1.3588261848796892,1.0495545634512715,0.781846171473088,0.7942584388002468,2.0,0.4903105281339827,1.5411464683478409,1.2260880457118797,0.7064339683454486,0.704554509672601,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6156375816349917,1.3573633684074122,1.0145587747276594,0.8011828280646569,0.8065786220261474,4.0,0.5066773251422702,1.4823837318020772,1.1045079146506116,0.719878012650414,0.721104910815239,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7380283708463997,1.116321389900019,0.8383571215356007,0.8619215803393931,0.8576362002670803,1.0,0.5374995908915396,1.4586002716575197,1.1236051788220844,0.7425108991610223,0.7650104456289326,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7190143060265796,1.1510695403556594,0.8729783758807641,0.8503087105537653,0.8520689281398279,0.0,0.5394155852822831,1.48180710208781,1.1488418080738805,0.7396626802613413,0.7508074210859279,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6371895734765733,1.3060203025844928,1.0040973912637967,0.8002919658690774,0.811603958453898,3.0,0.4882748497041866,1.5721095148496345,1.2030392626503166,0.7056558386511437,0.7088514602124181,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6211988206995356,1.3259921227680636,0.9860387632480034,0.7902628279344678,0.800978747912421,2.0,0.5347219969829538,1.5276920144530923,1.1436298602400252,0.7412362340184508,0.7565807913233684,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5711241791848103,1.4199876365662254,1.087880780456158,0.7575404446953795,0.7759301159115908,4.0,0.4541120308474129,1.62325963749281,1.268143266607726,0.6904871608176198,0.6983315943425086,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.651243549328916,1.2899823151371883,0.9787063123476812,0.8072831107016158,0.8132585962421298,0.0,0.3963089638038494,1.6571896767878884,1.249883445350786,0.6467297221547567,0.6724860343292722,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5711049548607057,1.40851184086272,1.0897406639330662,0.7569231183930785,0.7713425325206077,1.0,0.5041227597284923,1.5942758795225254,1.2342215040258804,0.7110745807280727,0.7090080056925073,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5544200034755542,1.4485086134021488,1.092455171996202,0.752771495167365,0.7619793354731468,2.0,0.4848702932462144,1.5720809206740536,1.1898147069392018,0.7089874393705708,0.705602141157538,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5851200239701714,1.4033774054125094,1.0338648522836276,0.7832057695335786,0.7908576659261392,3.0,0.4175919204641366,1.6426223805120537,1.2319448428874875,0.6772075253428238,0.6979490369006999,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.594464745075783,1.3769652084272583,1.008712960271499,0.7976296859454579,0.804376160166994,2.0,0.4874881389505907,1.590045747475745,1.1676615205205196,0.7174336093160772,0.7239215734059223,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6563980406876839,1.2819375603805336,0.9419007851078344,0.8183871937580073,0.8221202559695333,3.0,0.4986942862142225,1.5020441920324354,1.1447582783280763,0.7136067044921719,0.7298927271634857,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6705114044189412,1.2568949307164303,0.913533279045652,0.8224654703366523,0.8204478020022401,1.0,0.5112768332134432,1.4746174172297233,1.0879527035282133,0.7249082651212367,0.7203433000531934,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6855139672235984,1.224614145753146,0.928471713834084,0.8285139777149356,0.8284087007135439,0.0,0.5513463185213643,1.422748991616741,1.070638234442142,0.7447794607654238,0.7351419199165554,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.717495346345985,1.1514013461959391,0.8577382020066039,0.856438390286338,0.8522748424163669,4.0,0.5103034829510829,1.5420115872376172,1.1263286228400695,0.7263017648552337,0.7350054978706303,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5016405936894801,1.5235171087066657,1.225792411237191,0.7300847810549012,0.7409791357568599,0.0,0.520941454558911,1.5477105225840853,1.2545253534397796,0.7370466753460182,0.748215321997758,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5530009520257984,1.4498650161667703,1.0960487447182337,0.75258653174676,0.7641308445938946,1.0,0.4459256848041647,1.6349315212152695,1.2645072609308563,0.6879727883955666,0.6993478860556854,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6217120668893839,1.3492039430145846,1.0658886595452444,0.792046168060913,0.8066960140385256,3.0,0.433141409096052,1.5760579529441945,1.2322994024326424,0.6671623957144601,0.7087451194436094,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5599697098471176,1.4489850955012005,1.1118540655955291,0.7537284108986797,0.7608699444751877,4.0,0.482411908567209,1.5344650227677938,1.158466709100735,0.7036481508223968,0.7172435175763352,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5416806930300105,1.47796214946889,1.1460227065743545,0.7404530766791633,0.7527099826481749,2.0,0.5470742227846083,1.4305149451153072,1.0864206530781009,0.73977803616215,0.735865586440903,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6071691238823465,1.3684547992668807,1.0527470039633604,0.7798510408262184,0.784772937264657,2.0,0.4787456215888765,1.5416003836671648,1.2033220039072468,0.6985911221580832,0.7089254680225969,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5982113816910184,1.3774054413972237,1.0908234836294866,0.7863762083485091,0.789971334782319,1.0,0.4584079584127226,1.6034091435177835,1.236502845085071,0.7011165396396233,0.704040172482927,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5720501838393369,1.4352779485963036,1.0704927623424774,0.7774250925405448,0.782862168233423,0.0,0.4829900149710728,1.5038253230563847,1.1368368939942155,0.7082248497100826,0.7241412790813287,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5899480788705725,1.3849597610993951,1.0324463657442575,0.7768844901385938,0.7825308124499174,4.0,0.5265350143289205,1.5269122624302394,1.1438532489633046,0.7379444083669646,0.7581412707532976,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6000520410369514,1.3767099896630046,1.0828965781189692,0.7780931643597151,0.7901057819976648,3.0,0.5498703942269229,1.451291837820365,1.1403581341250475,0.7443600674474822,0.7466446233952646,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6531844728717691,1.287985601339655,0.9633258184809717,0.8168162796042552,0.8220472534604688,0.0,0.4102341320970728,1.6292047811775308,1.2630720033216647,0.6544682847854154,0.6750165720794925,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.7000050782619409,1.1969341707358994,0.8735366061024177,0.8414824301146647,0.8481900737573352,4.0,0.3572292827641804,1.704765012234548,1.2960986719912326,0.6205733953090402,0.629456157755801,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6918454098476415,1.2028662528818743,0.8753497171230041,0.8337016180582524,0.83724248896229,3.0,0.4226138485897274,1.670927204299111,1.230442810199344,0.6652737632261592,0.683441120601297,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6786385364117333,1.2350664235669315,0.9332154690159056,0.8242771196599874,0.8289204187352037,2.0,0.4016453023043906,1.6674749419096715,1.262215571378566,0.6462494894440847,0.6642120343592496,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.6622026253722095,1.2607898078319757,0.9408026458122408,0.8142474322621576,0.8186448402988917,1.0,0.458339701066259,1.613915018345471,1.2105721540833216,0.6852198132399712,0.7027556446016454,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7454320241692722,1.1033577030921669,0.8169454366217057,0.866060538475405,0.8632893051588616,4.0,0.4138371002519035,1.6249356482081772,1.251998119828821,0.6535316628461474,0.6624046493545998,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7491759652477361,1.0844154223542228,0.7919078144966027,0.8661428852731072,0.8648834935860602,0.0,0.4342495330190955,1.661826355939007,1.210982824134539,0.6683050797323736,0.6686933036270837,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7565679929056872,1.0689398141166568,0.7671581125870729,0.8701622426057892,0.8657245582933956,1.0,0.4921732551051923,1.567776883035212,1.1888131415911278,0.7083767481190387,0.7049731163703232,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.757598822837358,1.074746074561911,0.7779110242646092,0.8734511437300017,0.8676299205095948,2.0,0.4369578072599565,1.60222330705265,1.2057291245244794,0.6850644850839438,0.703466192671076,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.7375687445639032,1.1134930630101585,0.8357900310326846,0.8659502885059305,0.8658058067266834,3.0,0.4570499969883933,1.603668834126318,1.205979062500553,0.6954157472724216,0.703934621980111,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.647224251198381,1.3002345334080765,1.0015329507413584,0.8046077501234611,0.8140105760798824,4.0,0.4949267748705916,1.5003248229344863,1.1608046263578735,0.7084657090561404,0.7219566328183014,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6591309128163487,1.2776537343844174,0.984535214964014,0.8127519659786875,0.8235462993001418,2.0,0.4444643614956419,1.5772936973040326,1.2344072943503608,0.6768908266965645,0.6853163476272497,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.652386911840054,1.2767292677459086,0.9835180485095734,0.8090361144364695,0.8203141759677798,1.0,0.4788902546426063,1.5943426715576217,1.223050553420486,0.6972541484218191,0.7086216539704496,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6235190328752186,1.3291850333980375,1.0110527728994687,0.7910726262473471,0.8016263212297573,0.0,0.4659602830415525,1.6103152586638536,1.217024118427256,0.691902778172854,0.7030155928000298,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.6565417061355969,1.2612721749386862,0.9558825009832016,0.8112825733509887,0.819082892053798,3.0,0.428623013557201,1.7042528562165649,1.3079604337898367,0.6650561440976162,0.6908254031327364,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.725556021996451,1.1412843138346591,0.8489424426968281,0.853679011473254,0.8530902907845909,4.0,0.4954850454250319,1.5291607325243914,1.1212897006827702,0.7081024358828364,0.7240200559628114,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6695103576292531,1.2404952034769643,0.9277462998682108,0.8194391209164242,0.8268500138227217,2.0,0.5473729613171674,1.5055951011468889,1.151415910349979,0.7398720954883202,0.7490915149425209,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.7175028395314709,1.1705917300179118,0.8665647462893946,0.849397162697311,0.852701522992297,1.0,0.4403417553575728,1.521729200193204,1.1900787785404516,0.6755086937914603,0.690658662140634,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6729911478286544,1.2539312635231756,0.9675204688845536,0.8318145303624142,0.8363953378890591,0.0,0.4676902747510149,1.5298115094732805,1.2270645017924984,0.7046339446826162,0.7115112061456456,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6707288634323947,1.2515939986284934,0.9468421598982352,0.8221237518986781,0.8322100034737592,3.0,0.5549653744677372,1.4306497978360124,1.109807246244174,0.7456027557767175,0.7476115043620288,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5987665675727778,1.3702096481956332,1.0367379808413963,0.7740630406339505,0.7874693997297287,0.0,0.4013489759184468,1.7080698878537992,1.327797825718815,0.6577965003678463,0.6597472542738232,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.582817909344115,1.3958784632851284,1.059016381928172,0.7637392220651251,0.7746771982052609,4.0,0.4685698405069715,1.6220106803191825,1.254734967232852,0.6890760907433713,0.6942480498314321,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6330670917029844,1.32179758190547,0.9979152368935637,0.7956966553490523,0.8022155299370213,3.0,0.4314791965483875,1.6147094668987136,1.226495237994243,0.6691719402669967,0.6962738490803481,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.6205994654539839,1.3492204390096847,1.0115043398355827,0.7877861306697247,0.7987143815371676,2.0,0.3944920092003212,1.6397830896741932,1.2694287400623856,0.645302886378619,0.6636891697911961,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5966018149839902,1.3782355972419025,1.0662057100780882,0.7726344004615906,0.7865771315183833,1.0,0.3775599324517817,1.728438375599751,1.3037287103169015,0.6240111192126345,0.6340536093569887,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.7182842654059598,1.1477456649077924,0.8757222577318167,0.8566238238501291,0.8550512325134202,0.0,0.443880864384055,1.6548085156167676,1.2903387691267216,0.6908333761747872,0.6965542639981892,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.693471083656046,1.1982225118521062,0.9084287201403044,0.8376854653352964,0.8354280312612332,4.0,0.4876848370265617,1.5837438047559516,1.2117424752922763,0.7074579410921917,0.7250849137040831,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6867123757490243,1.2144764753543893,0.9089930349473768,0.8298243757475259,0.8295496661396549,3.0,0.4919642938142384,1.5618029903883568,1.1852886173529913,0.7039667951412389,0.7256189848855406,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6508316119745416,1.2967241729912813,0.9656866158239352,0.8094074836931423,0.8171282609119708,2.0,0.4993698044348588,1.4791211156464834,1.156692193197641,0.7100604139180646,0.7065380279151483,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.6859074449518795,1.2134105680784515,0.8857579046602433,0.8323540440935855,0.8371309049743654,1.0,0.5001147442683376,1.5623384032822494,1.219580605672003,0.71354103810814,0.7139006590576387,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5985165018506796,1.3773069838021077,1.0759909903544649,0.7738006345249944,0.787035798961873,0.0,0.4256289351178284,1.6491945414924571,1.287620310727086,0.6586317221789992,0.6833451081785021,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6072142508342377,1.3626548481619258,1.0525396813222996,0.7799444028052724,0.7924135551114737,1.0,0.3972631573887608,1.6819524128424936,1.319527113875202,0.637302823783926,0.6557216056877654,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6312479529373849,1.3265285813823064,1.0315438482394583,0.7953100007091816,0.8057846782146473,3.0,0.433012023965227,1.6026181204294174,1.2431825292000291,0.6615260737698085,0.6785014924231773,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.6030785931597115,1.3666085485658743,1.0447887164507157,0.777104568364319,0.7904151903233276,2.0,0.4436220650420536,1.6358992620669528,1.2543196914377153,0.6714617648107246,0.6911356990992074,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.5825553177773681,1.4155875702206508,1.086505864037153,0.7667469151945953,0.7793417001049846,4.0,0.3953186036776172,1.6357388810797644,1.2506571014467207,0.6404753055585992,0.6540318834376667,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6685230049085633,1.252351402076331,0.9366668813159832,0.8210875089297853,0.8280495220459588,1.0,0.5185532563825417,1.5048445244974225,1.1547889895966654,0.7239184595965101,0.7336374121343525,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6837345774299628,1.2238661807162896,0.9463221077353526,0.8311406614237364,0.8361272757112216,3.0,0.4341348413685023,1.6281071436340795,1.2528052995979664,0.6644172564281479,0.6916526251870018,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6679656114908316,1.2415449349960177,0.9614722478638092,0.8219411066291132,0.8280963105129281,2.0,0.5043967263232685,1.584375346992714,1.2383984782765534,0.7109286278536615,0.7261243852945993,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6808008619928277,1.232854620165174,0.9377689106227496,0.8270898768153375,0.8322111695328983,0.0,0.4919633292446397,1.5265051955312652,1.1767421791777473,0.7035216075733609,0.716709314319341,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.6173279583813738,1.3338351242546391,1.0682955448558695,0.8002106741620967,0.8087934522243824,4.0,0.5230953242137807,1.5482561318346757,1.2239306433703865,0.7250451965788385,0.7405263754787554,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6048583298368584,1.3787895131746573,1.086717480710249,0.7850370247927855,0.778580090241412,0.0,0.269776564291289,1.7648304425876422,1.4346629777906597,0.588798788928377,0.5674140540156202,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5986452926949035,1.399853253172633,1.055163766621091,0.7894978963826349,0.7831940496165589,1.0,-0.3972911093724629,2.26281961549749,1.790453557005543,0.3343099334711005,0.3397607127779917,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5315243215789395,1.523501210704465,1.1183944249982896,0.7765898058420049,0.7745529515437629,4.0,0.2572201668292226,1.6568263899569189,1.3869079493135543,0.5121746879420834,0.4438851175651888,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5806361212216312,1.3761717597148737,1.044941155416498,0.7628259873991123,0.759116888954089,2.0,0.4832059911928139,1.4986887040491723,1.2228225618600843,0.6992874319447266,0.6975665960086755,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6223663298580763,1.3083004816757648,1.0007784928518328,0.7912088743907253,0.7914601123655483,3.0,0.5680488929013379,1.5418298198837523,1.1963062220470937,0.7539806623396232,0.745826900159091,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7017702856433818,1.197199192567722,0.9359077149340584,0.8492926652156918,0.8541030269723477,3.0,0.2800484244619391,1.6828711572810773,1.3523473887198318,0.589505076280938,0.5716167086635271,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.657045022561903,1.279005040611835,0.9967270317210484,0.8124544479388585,0.8159165690388932,4.0,0.4323708305612554,1.4891941368102986,1.167830120970277,0.6618477317721658,0.6280086748320616,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5923592033539457,1.3444932201563276,1.0165210705936436,0.7760508329815272,0.7830176694422835,1.0,0.5722122201240483,1.5000128311839744,1.1171296183652817,0.777962839813115,0.7740714614703167,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6609174406599714,1.2768371499205384,0.9887943537490166,0.8154021539861007,0.8054980071214067,0.0,0.0900633902533912,1.956429702228446,1.56149658965106,0.5344755936588609,0.5000307862085379,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6696634608066019,1.1988206737008955,0.8646069477158183,0.8274822948995074,0.8148713434890876,2.0,0.1923900212341608,1.861991914538189,1.527293105542506,0.4984981389368617,0.4977787010009143,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5377240030437918,1.3949232147107766,1.1067347839189488,0.7455484395975159,0.7547185367333887,0.0,0.5243476278513075,1.591115433023684,1.2528483198359122,0.7311712527448966,0.7361073244483951,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5136780140853787,1.423016110801938,1.130904798253494,0.7318563596249643,0.7303648125331689,4.0,0.4089892197519977,1.6015827159114495,1.27617431664593,0.6472185964775026,0.6166056274390672,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.567071856165041,1.4504561799369753,1.1457440969021395,0.763498413454091,0.7670345146517783,3.0,0.4006521180940691,1.5823372759648642,1.268623039824149,0.6428710144225236,0.6512760574158232,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5339010855907806,1.4975711182464462,1.1064446896545648,0.7835875291837122,0.7881975972377296,2.0,0.3078664525999763,1.740779443040865,1.2853920441640323,0.6275231877519495,0.6456795232871886,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5994911072185234,1.4056992514623343,1.0904095371764888,0.7760875826343492,0.7881992473565493,1.0,0.4438202392152369,1.5047302444233317,1.1609156682169524,0.6679397658456441,0.6410877335447772,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.622085199487447,1.3596527134097365,1.0733907130611948,0.7968110484101532,0.7957069514459596,0.0,-0.4139350973357381,2.258736487164817,1.7500407408861165,0.3796118722544518,0.305810359492753,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.594687534260844,1.395384378688001,1.1209776712271782,0.7938201416485295,0.7946598488684185,1.0,0.365319578177163,1.680505086202729,1.3258619905612192,0.6603513652476509,0.6636996118962397,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6306419486636032,1.2384701820211224,0.9255873536566892,0.8022012906194154,0.7973792867122601,2.0,0.3352859244718555,1.7202382829359977,1.3799386843243528,0.6227019969506569,0.604656921162019,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6190501684944711,1.3538947534691337,1.0177459768226995,0.803665429726506,0.8050339860024867,4.0,0.243741921620915,1.6916718494274738,1.2065010308055713,0.5814736132710192,0.6388626135292588,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6382952083692812,1.3171816716158609,1.0382260430980428,0.8358038134336141,0.8415165025918477,3.0,0.3607263872753048,1.6928948249833085,1.421580921398188,0.6524893581073075,0.6351427916095246,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6400449798045276,1.3105130341392388,1.0181535626801417,0.8022103632687873,0.8047181107658211,0.0,0.3479590094328698,1.715462407889459,1.3746062474176948,0.5921936791670237,0.5924095317885788,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6423745408770243,1.306599801589064,1.0071816036617458,0.801854879082265,0.8003512876546154,1.0,0.2955460059694755,1.791339933945838,1.3999729021368916,0.5642716727556093,0.5711377043555349,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6266739796953122,1.349652507971138,1.0477367251922811,0.7937138292053163,0.8012413591974941,2.0,0.4283579426692,1.4472596835922913,1.106323307300892,0.6656468034092278,0.6445155545312813,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5659383384980643,1.4440535680867146,1.1539081411500782,0.7830518521685405,0.785556454278851,3.0,0.2824922291296782,1.7835878679188184,1.466593809137421,0.6048222100912418,0.608524338454853,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6079896339592384,1.3715215013422664,1.0249407261286647,0.7856307778848619,0.7849664987457978,4.0,0.4240288031802904,1.6116212157468606,1.2388516392113516,0.682424190412622,0.6946726668250743,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.673502326621936,1.239219011260071,0.9361574001827176,0.8226488155141854,0.8165854202795217,0.0,0.3586005784596934,1.734511181465884,1.354743139104545,0.6184428182692912,0.6362500676966598,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.643213358555905,1.3219724455609323,1.0373120098321793,0.8066273207468875,0.7990193267950836,2.0,-0.2413124414987457,2.098788843625435,1.695016802288592,0.3235680103688301,0.2523091599066125,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5791474274543257,1.4334525565485454,1.144051937566884,0.7771121919903679,0.7752397930152956,4.0,-0.8423162787745455,2.5982957426271627,2.09120042282904,0.3107843976820745,0.2620441786670376,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6131980563654758,1.3802857045959476,1.0438619771039976,0.8093099872311224,0.8135840385604829,1.0,0.1448365530386679,1.667991334255563,1.292903761398925,0.4355776479708543,0.3996495633855516,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.53668246566446,1.3857097501055726,1.012666539477026,0.753286933234122,0.7415938135806476,3.0,0.3014087239815797,1.763956755508672,1.4087856562988308,0.6272007719447474,0.6028556747499368,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5670027909063746,1.441034806325596,1.0869426569046974,0.7559581633975445,0.7526538100444338,3.0,0.0932826653146758,1.9909337649133785,1.5691118369659107,0.4593521327146634,0.4429467278059555,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5969549509124664,1.3531949021842569,1.0467783509814017,0.776076370994266,0.7637862602505263,4.0,0.3081460139674207,1.7982032558633363,1.4734151722611608,0.5781970505118743,0.569477155237829,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5281070008159062,1.3835187435687613,1.075918511364501,0.7314713633166474,0.7281107236248692,1.0,0.3578990093429702,1.6086017235427572,1.2826350470988648,0.6023750716998906,0.589425830980118,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5775770207356973,1.4311567135141847,1.1432106805174609,0.7804874282889652,0.7886693211168273,2.0,0.2781616808656582,1.6663198252367852,1.3077295916455407,0.5682110034189481,0.546502697980859,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5611008822407424,1.4196051158506724,1.125073577616069,0.7682121484663509,0.7613833668562714,0.0,0.3074066845761961,1.805044949057827,1.4562266565977582,0.5845799176736659,0.5877485429267489,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.623904556377511,1.3373155482802983,1.042595331768412,0.7910764102524039,0.8022378633792764,4.0,0.4207010340888183,1.6165278563851275,1.2866905789552747,0.658401949670562,0.6421368784454893,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5989713092575786,1.369204757664985,1.0386298658221624,0.774946225879433,0.7741604356406764,3.0,0.5374273052374299,1.5001257175210765,1.1572426709047372,0.7530001075945596,0.7673282670538734,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6051015057612463,1.3833138960900355,1.0495910807347142,0.7914627913120189,0.7886313688134845,2.0,-0.8408917402603633,2.77597436599389,2.246656956794587,0.215893936852796,0.2132748901189593,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6136028205330535,1.2829580928662438,0.9637347657968702,0.7864769367317006,0.7924374507694214,0.0,0.4941279359640959,1.651988979231911,1.2976967826582395,0.7175661107329663,0.7205439505628105,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6426807022573715,1.2944862223857925,0.9761576711785463,0.803070223277794,0.801742823372584,1.0,0.3277377585415328,1.7416899622976552,1.3874323851957515,0.5926296561070235,0.5882115690604954,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6172539621875633,1.3510270266271278,1.062718381907947,0.7869959696078278,0.7958342503157233,2.0,0.3811915321451082,1.5242201723369118,1.1089745808687728,0.6195462416168072,0.6382763821215507,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6660269730694208,1.2726012470573185,0.969709581717338,0.8217682938948536,0.8307380631035047,4.0,0.4785972974552183,1.4593583690068,1.1132629682966906,0.6927201636515539,0.6604575761183049,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6945134407166513,1.2325127499349158,0.9487342825383844,0.8358298788290786,0.8356093510817163,3.0,0.0320055025589104,1.966441490132388,1.5230693068868328,0.4738423793908943,0.448462084120944,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6618425070820324,1.2505422094509704,0.9460543872340134,0.8178855597284881,0.8174669339078036,1.0,0.3221142678436349,1.8202075339147448,1.4577279709118376,0.574684343740193,0.5845933187222957,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6099432211901057,1.289695869537436,0.9948336880950324,0.7848092966079236,0.7866584928793058,0.0,0.2160352149306628,1.8376289812079745,1.471011285736992,0.5488534127585871,0.5310608029893474,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7203113010076956,1.1595876453154514,0.9093185293216236,0.8545178654059349,0.8603728484888492,3.0,0.3815715298823537,1.5916742939630697,1.2860046037894162,0.6321316079279435,0.5960180303185154,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6081667494944243,1.398001896863438,1.1294672809585955,0.8140680869989161,0.8248757786119492,4.0,-0.0781188030753272,1.7543448863002995,1.3887969327354155,0.4535816832049539,0.427978937590122,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7067170685377218,1.1783796432485332,0.866329153105325,0.8587018678969213,0.8569560800642183,2.0,0.3516418590577345,1.73412571082669,1.348093462665278,0.6142530978294032,0.635920052496917,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6333059192799295,1.3298767488923642,1.045433377778468,0.7995409994587744,0.7988205086257952,1.0,0.1740265378318015,1.91597457252454,1.555307669161207,0.5168609356400986,0.470792588627337,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6793948514024609,1.1935886049268531,0.9127871168083622,0.8285408919362938,0.8306414733389216,0.0,0.4853391489020446,1.6269251936670217,1.305379666725085,0.7055138376254075,0.71149870253427,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6603618850396604,1.2866942830307675,0.99878322037332,0.8142682934450953,0.8212448853641133,3.0,0.3627568040235687,1.6765424817221837,1.379904695546309,0.6214508492268503,0.6126670940793215,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6021492565267323,1.382897036570626,1.0879685855728307,0.7859517208426777,0.7894253449386425,0.0,0.3612510899037828,1.692279596472258,1.334893616016808,0.633632945766693,0.6656940941344904,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6657061003063629,1.242897842252063,0.959284455702874,0.8195778316591111,0.8160959358552569,2.0,0.4181346602392166,1.6788280141630014,1.3384698297404944,0.6546429081918551,0.6643521491757488,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6413573907122425,1.267338551549305,0.9926494686907223,0.8046359768604251,0.8141785039379872,4.0,0.4475519566472216,1.7334991135412905,1.356802305395438,0.7066158581540073,0.7043298074099367,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6163328253263478,1.3644951731453574,1.0375565888761975,0.8136928593281165,0.8211613860735157,1.0,0.3242053292650955,1.6198453434809643,1.161014528839563,0.6251763707386371,0.5704056596736602,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5990662426028455,1.412234608406112,1.114332187428332,0.7755582546258422,0.784083974495264,2.0,-0.0118511000171139,1.7927608546770513,1.3265544864335783,0.4455883563863804,0.4273250316025517,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5935643669053645,1.4109192409188671,1.07540568243377,0.7768785712095967,0.7730148055252185,1.0,0.3006643131386308,1.6705235143550916,1.3880362636333985,0.5491911350841099,0.5428451362839725,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6520896399615661,1.3194770823765254,1.0537004391434497,0.8128765350843913,0.8221927399486952,3.0,0.0488941086621375,1.7694410716516744,1.338492254994926,0.4739356661837942,0.4671883938467286,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6831216141555019,1.2208644010600804,0.9452910210728576,0.8297898154834293,0.8329543506614694,4.0,0.4238710211540828,1.6530050062915933,1.3540675402453295,0.6540314548042986,0.6372628018767876,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5603861767698755,1.4747708291687718,1.1913811145750846,0.7610095137988979,0.7705113221089016,0.0,0.0515436352559284,1.736249768996846,1.3342727730346906,0.4880786275496106,0.4694096513940423,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.553646729882461,1.3792711422967712,1.0255292380007806,0.7571648579114343,0.7587705655271018,2.0,0.2586011268926894,1.8424304045216469,1.4807125334564135,0.5699329167178449,0.558694650259998,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.598706953275998,1.3834431863912835,1.0811193358531457,0.7774609340256917,0.7862484131186047,4.0,0.3099327886521148,1.554877921727203,1.1110605942707863,0.5774801074465166,0.5888934173309958,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5093030831280163,1.4415547561530762,1.103339493586778,0.7215671877549968,0.7355581915488664,3.0,0.5270219871942003,1.5944915464855112,1.2348141666813035,0.7287052967350189,0.731093193312198,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5423514525177181,1.3983090877374085,1.0900997067698417,0.7384081331919317,0.7449393088392696,1.0,0.6058842004505196,1.4823656993971623,1.1540994861963132,0.7906578779164792,0.8060214544888561,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5681081586276904,1.4531454499700789,1.1513024875444997,0.7601548320264478,0.7685889468980551,0.0,0.2590158915740536,1.5880785208012491,1.3482253687865948,0.6065485968474627,0.5537711534635754,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5920127368455919,1.394770339648429,1.1077537640337771,0.7720397206791842,0.7807966286175506,0.0,0.2867566712886612,1.375160254434885,1.0248062813073484,0.5514815171166733,0.5058750750399641,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6085500630879871,1.3494230105111424,1.0503180744197844,0.7829591022192164,0.7914088581356221,4.0,0.5077894031617276,1.5568074564113916,1.2561039641505616,0.7147999991947074,0.7194306721268302,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6451550295897641,1.3183428023706858,1.0390587840921277,0.8096819319144137,0.8177791139968807,2.0,0.2240441092850723,1.7365864986131845,1.424386500177498,0.5283249554130729,0.531927671245705,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6224265554333102,1.3511830569758911,1.0282497488314006,0.7896146860261921,0.7870046533260104,1.0,-0.2556587076753063,2.3003144660591115,1.8683769289871903,0.3224841270142533,0.2130921636012193,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5933383867265357,1.4058933413267118,1.107739901907518,0.7728741553856587,0.7699259501489303,3.0,0.0483966913748096,2.0345423105890026,1.557907381320195,0.4321762817216829,0.3864081486876378,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.575683431776304,1.3856515721834306,1.1047350366663358,0.7669531536529334,0.7756121412910308,4.0,0.5799712176085479,1.475404166490384,1.178565420171843,0.7671756935589971,0.7708629544567415,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5648866513408854,1.3957217339832473,1.0889085435198058,0.7550104833092821,0.7658386101206949,3.0,0.6007110879038022,1.4312723404101153,1.1459066337742605,0.7760469679127013,0.7783948772119883,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6202129380374788,1.3682471604345636,1.043403244958084,0.791237118296473,0.7935544211898649,2.0,0.3811545713703634,1.5897491384283426,1.29496008595336,0.624100617007996,0.6161471183531573,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6751197610181843,1.2369099756399444,0.9337954197519764,0.8246317336007447,0.8211307864757206,1.0,0.0720544624856319,2.020382182062241,1.653056968996922,0.4299917826574339,0.4099843334190013,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.586515703176322,1.4071779195850218,1.0823678767770653,0.76782242205621,0.7646529286151155,0.0,0.002590045006465,2.090871161777591,1.6606647720201366,0.3954024911740125,0.3211172386437858,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6147286215843143,1.3640309630347554,1.0761765610459668,0.7899972115051779,0.8004342740270588,0.0,0.3973889196509333,1.3990528956449864,1.0978550932262383,0.6452100995101391,0.6128303775730449,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6422002787140895,1.2475153544088733,0.9463178309748268,0.8031740763376612,0.8046059699814182,4.0,0.4675711692160144,1.626479247377253,1.3051069260877528,0.6914336851157116,0.6986294059736836,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.632711747548121,1.3285601864688927,1.0378991268057178,0.7965416427218627,0.8076104689150132,3.0,0.3493446486365815,1.4409424047332275,1.0975174286877774,0.6020272623374311,0.5405763590176443,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6319357772145382,1.3337476611900547,1.0110350240720436,0.8052436096438238,0.8131137908087928,2.0,0.3601409235535129,1.6646325746661208,1.247321533596562,0.6362196334144341,0.6575034169882884,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6153394724841095,1.2834184330590972,0.9568543578511256,0.7918304519483519,0.7807236560902386,1.0,0.1759942660274986,1.997072366578054,1.5801980650229823,0.4723779833402474,0.4437640785588718,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6485137389784513,1.3006161281821798,0.9947248785298,0.8108709491469872,0.8198763440648001,4.0,0.3568270441318311,1.669087558496201,1.2452399765366111,0.6164703249174213,0.6202678659583725,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5765449683962758,1.351217861995693,1.0469467173935425,0.760898509853225,0.7723894999119136,3.0,0.5115220165067229,1.622025083981267,1.2589583302969518,0.7189220131709124,0.7261789732593827,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5935387397740055,1.4089257753462154,1.0952276277407238,0.7801320390067632,0.7940932278979058,1.0,0.4283744862509145,1.5040636731459744,1.17323282546843,0.6596852346598103,0.6151300164080515,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6144793803108646,1.349515608969891,1.0490678749186455,0.7852242775523831,0.7916796959436888,2.0,0.4428884272658312,1.6158361413009683,1.326321579704855,0.6733669748592988,0.6744518196082171,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6338954100076922,1.3309920498611665,1.0339341298470626,0.7972001177769423,0.8030961988296679,0.0,0.3627145685169651,1.6169152107665994,1.2458153495872852,0.6083330810777616,0.6048329367459295,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5802179846999735,1.3588249269462784,1.0769059001343677,0.773620628372327,0.7818929601154941,0.0,0.582587715510614,1.4757602683055264,1.1844856915590556,0.7647070710132711,0.7724229266829536,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6503228452363597,1.288665901236255,0.976862291228768,0.8098621128090931,0.814223077308107,1.0,0.2650968097066158,1.850223844470064,1.4415811831933378,0.5405495146724739,0.5723132127973093,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6127727576738897,1.3670264874855755,1.0606983367329472,0.7905657114550455,0.8024595456208218,3.0,0.3796355693749939,1.5694938233333784,1.2100808384167332,0.6241298442123044,0.5775338431503526,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.614458498283445,1.3940017580118358,1.1039239802437295,0.7876573132203035,0.7945695157423909,2.0,0.0887415864600145,1.8872235430568955,1.3960833575817957,0.5183026213941168,0.5129195267320135,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.626480149338065,1.3071392592486737,1.019985993479272,0.7932698003404468,0.7958328457453112,4.0,0.426398502384692,1.687341310455583,1.3225233063787294,0.6581503727594366,0.6625010106891768,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5658916899625216,1.4425498600414557,1.1350391345109927,0.753811463858224,0.7630565579938076,3.0,0.3541138970272588,1.6906013278583272,1.375740196240698,0.5971501293386373,0.6198978602116406,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5519708954452636,1.4590489985158226,1.149288468029764,0.7445691351182842,0.751305075368056,2.0,0.4239246392535478,1.6226413371958328,1.2708809404302055,0.6794190458424003,0.7025001928586394,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5969193856907407,1.3964552399649943,1.0973567628663046,0.7733686381332581,0.786470614645022,1.0,0.41264333059072,1.5915360394168208,1.2289727250105338,0.6757413918534233,0.6574094774126517,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5704473481088785,1.427983849192947,1.0946583622876298,0.7587293414760683,0.7642407103075443,0.0,0.4660108900240741,1.5731843146421276,1.256968678617145,0.6866536890006171,0.6927833496018752,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5321812312213361,1.447640542779539,1.0917734328661122,0.7371415549872058,0.7396231524042656,4.0,-0.7030894427348184,2.934619947154536,2.3164889510053626,0.1322902422947221,0.0779167036102516,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.546524344248263,1.4986108067412018,1.175579620823305,0.7399478971634971,0.7495684007852218,0.0,0.2655328567177597,1.6947368550339017,1.3903977098343003,0.5311679282858934,0.499563414462231,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5386258739970399,1.3584647525265998,1.033459830564304,0.7348856006770135,0.7355923753584701,3.0,0.3282868156383559,1.7697104464569244,1.4147787736141466,0.6660991593039486,0.6659399583811578,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.565688008386102,1.388360611042097,1.0899073046747263,0.7587194917264393,0.7725790017775385,2.0,0.5376827302082792,1.5938500944731546,1.2592818276174556,0.7376790095348502,0.7363862310869894,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5485373895154453,1.4218864320247913,1.099329768688278,0.7475123736188747,0.7574320571371469,4.0,0.6226457788700367,1.4303031424541757,1.0728711502682802,0.7944236140677269,0.7868452529083539,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6280769481769568,1.3432618301927022,1.0351093040112096,0.7938331910175542,0.8020647309600859,1.0,0.3742393474402272,1.6361835473937107,1.252674993676688,0.6350481672764161,0.6661951119029723,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5691099934091463,1.470733384758213,1.1681184834094118,0.7576665598795381,0.7686369814633128,3.0,0.3562166550004275,1.5977417356166297,1.277791478691738,0.6034312767001585,0.5723554997212276,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5693682485525342,1.4555375376565591,1.1543920201619466,0.7601195509548908,0.7662639926871562,2.0,-0.0144640037580219,2.00261354257703,1.6627709734588332,0.3361874316806708,0.3061836999025195,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5727703275628715,1.434290388694227,1.1098515983776365,0.7624685454355785,0.7681817438916905,1.0,0.3678552405145686,1.6581540266659307,1.2842895610502372,0.6237048806444874,0.6132536606606362,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5558669079055125,1.3895326718543748,1.102630576605212,0.7544495384024885,0.7533456206977864,0.0,0.3449769356503493,1.750725344655205,1.3898006095127626,0.6010093610862598,0.6104390540475366,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.532106721299234,1.488452515275914,1.197259624088228,0.7431853785119821,0.7412166458930087,4.0,0.4157195701953056,1.6324289806287131,1.333206572392228,0.6534705484259261,0.6591491863791179,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5868064905126699,1.3823409977213363,1.0303351246854624,0.7844113792229765,0.7775199886846952,2.0,0.338462938776761,1.764796469401109,1.364721532049589,0.6211636012303001,0.6175406658678425,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6545012358710527,1.2624154926230522,0.94218228195637,0.8100077858294422,0.8033711133451875,0.0,0.1233665624640614,2.011033282613836,1.5953456582238446,0.4730896755746955,0.4948835905007324,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6129500065359281,1.2522455575824851,0.9067041429632684,0.7986480564557679,0.7831139940387554,3.0,0.0470339414449662,2.037335415500832,1.619946941593264,0.4648689883546422,0.4620115771034037,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5960355249192182,1.3430477507464211,1.034747336846784,0.7731475552047784,0.7758538704974457,4.0,0.5347145257013701,1.597723796777885,1.226152834763082,0.7329600722086201,0.7221846299009553,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6740943621540529,1.243278519791041,0.9257192367545176,0.8264434072097087,0.8210090679842944,1.0,0.2949853175108555,1.815304425374301,1.4112209405368707,0.5675464433825083,0.5901479859032657,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4640481381329953,1.548282396641406,1.2282350640111626,0.6842915983643247,0.6976217896675011,2.0,0.2362298248200718,1.982865762805728,1.6042282846240243,0.5276112972407626,0.505932871380814,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4689088355411176,1.6034408881587894,1.3188638031760915,0.718701999646272,0.7180920734682098,3.0,0.0470136907651256,1.9906728641329643,1.6559505506879988,0.3749964362967858,0.3439017047043585,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5354424144387305,1.5241147451354553,1.2251980426416298,0.7335117828353486,0.7430815435004661,1.0,0.2725750707984316,1.6043770032045943,1.2696953434188878,0.5353475974060866,0.5087669898746704,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4586938523392875,1.5220048646202495,1.2392531669179656,0.6891231936941645,0.7053998248579029,0.0,0.4365088751092374,1.696427556502873,1.3931117884219877,0.6629813806937681,0.6791258867761303,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4968953714553875,1.4842047866978378,1.1841182850285952,0.7103654629717049,0.7185246047424791,4.0,0.3695567573053969,1.9001794954398183,1.5147362440642418,0.6279826254564683,0.6516340594813297,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5687245981231885,1.3479228190729442,1.004259212482028,0.7585566612017238,0.7538736079269476,0.0,-0.0081980756201569,2.0479864864309705,1.6898370959983224,0.3011252922782847,0.277351784566738,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.594110871237763,1.3995028701964405,1.106997379513493,0.7790761752257984,0.7851977110115149,4.0,0.1716090608355565,1.6926931272422236,1.3806281509404226,0.5088560949515182,0.5029761013484323,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6114738181475821,1.3739777319967248,1.0720802802109966,0.7874371706954743,0.7940518934760511,1.0,0.1362848717263998,1.6336938671136638,1.23979190579768,0.4903451416453127,0.5002708943504904,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5494953946527161,1.5073286871423537,1.1714588076610162,0.7494644476047904,0.7588522378387568,2.0,-0.2037005325552257,1.9277405250806785,1.4832961658873256,0.3040446577571014,0.3118968946430864,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5849493132650065,1.429566201259329,1.1334917125609116,0.7715113050148044,0.7789769177484835,3.0,0.1242897169390323,1.809027308273497,1.4369464293259755,0.463015602119103,0.467851672713989,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5016071012861592,1.455298664045161,1.1569346507462648,0.71590669029652,0.7067233195525762,1.0,0.2820277779646279,1.7860812911364174,1.4647790189437602,0.5433733743922187,0.5285991488180085,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.530190429578971,1.4972953453148774,1.1768711740298186,0.7320897413895302,0.7434489410884156,2.0,0.1562714716453515,1.5350210776162296,1.2396550665374149,0.4503156132639576,0.3968051270437483,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5265506186244169,1.50126426953102,1.2147908327664123,0.7295065255882629,0.7378068788041725,3.0,0.1892534004771445,1.702878459280086,1.3866595573075835,0.508512987954416,0.4746560861536519,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5882209627297766,1.432156241767669,1.0907473103681335,0.7850273801034766,0.7952466640123876,4.0,0.3325670786011178,1.6022118382975752,1.2230522636020065,0.5934238480557588,0.5806635916027046,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5683779456565892,1.424423873387077,1.1212956444649709,0.7555047323422306,0.7561427980305027,0.0,0.2140548083135031,1.839688116067584,1.446059085166873,0.5184464238497505,0.5156359000359423,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6431869124283228,1.2924508052700945,0.9645456499699238,0.803137686204807,0.7919243652486536,4.0,-0.2220529949012812,2.325234921680302,1.8722496726619664,0.2726319403946012,0.2598130568180949,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6137638081611412,1.3679823750618707,1.0796965442336053,0.7852224945035802,0.7906073111844272,3.0,0.3233088133002056,1.7382360910015773,1.389676001207967,0.5790762699892313,0.5781385384871693,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6044481916202036,1.373997589179352,1.060797940643283,0.7784686960253338,0.7877135544335332,0.0,0.3150041054036303,1.604159042435828,1.2777720250532607,0.5758033139160805,0.493427425830831,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6064970345648173,1.3695149629556822,1.0807270575510828,0.7883097265380796,0.7847136968148618,1.0,0.3222455959525011,1.7496719151381313,1.4015465339504276,0.5836625043570063,0.6054372890173806,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5264192286014573,1.4536872454560046,1.0973228264515718,0.7344274370396898,0.7254340069595199,2.0,0.3363326553113368,1.8076815232145944,1.442154321683889,0.593250362557062,0.617315887580499,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5218431916487842,1.5212732717201247,1.2322597274528282,0.7281746141052369,0.7361060250523557,4.0,0.2991037478332863,1.7275756639248556,1.407597853436514,0.5719815014223628,0.5808264434795202,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5139930212875977,1.5262615981028038,1.2179633039452027,0.7198936378264327,0.7292047343138598,2.0,0.3604107722804121,1.5464329557654022,1.1889589091480364,0.601272375094016,0.5866922551519778,2.0
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nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5821597487696641,1.4487507178800936,1.136986905976206,0.7665118096480024,0.7782521991673733,1.0,0.1590944451494728,1.8328998182136216,1.4775079329978256,0.4864376933399475,0.4404984056398394,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5715798042189295,1.432023342026005,1.15259595486038,0.76485018142637,0.7766477647996228,2.0,0.2853712037774312,1.6374862834749828,1.3392150229730235,0.5938517630394018,0.5972992399030558,2.0
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nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4497585241475068,1.5191398361412036,1.1723161190499536,0.6774918686879614,0.6742518961719385,3.0,0.2014450206655524,1.8833563326254807,1.4814090003353142,0.5015251450396905,0.4659403315888311,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5396944441338751,1.4804648773317832,1.1797831062107027,0.7353873775376367,0.7414546619797011,2.0,0.1053856433070463,1.791940131097156,1.319040473708755,0.4802190842831343,0.5312308535872021,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4660135655252139,1.6105741328164782,1.2882852773753872,0.6834981528296941,0.6882961965297194,4.0,-0.1479557665089261,1.8284454488672155,1.4345544089100786,0.2672504103949025,0.3133306724520026,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4924221861690951,1.5232988315839624,1.2315906294147838,0.7084558896248576,0.7187000376180331,0.0,0.5023943438191133,1.612088881855188,1.294556818428015,0.7111182337970396,0.7133069016360156,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5430623654858839,1.471399958601691,1.156025013275622,0.7382776257113852,0.7359637455546211,1.0,0.2186870328476444,1.7665445878763943,1.409262889153079,0.4967002433006126,0.5221526662935851,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5451503896314334,1.4872445230417113,1.1548350451867404,0.7434863419995856,0.7578505466759963,0.0,0.2599507543962569,1.770746477534718,1.3893176155718048,0.5148265553111568,0.5027536106250505,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5425310816770802,1.4981847697215558,1.1579431074776745,0.7370874138487064,0.7399765657176827,2.0,-0.0445902337014634,1.9890916999491823,1.6239459912106395,0.2948940460534528,0.2492159321751054,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5463253709949348,1.4773497204094228,1.1877160625444791,0.7454003401700822,0.754661276490626,1.0,0.37780974153545,1.664654904040381,1.34143242243052,0.6365378740412199,0.6393423558635832,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5320420253847269,1.5160973105532936,1.2090721119682686,0.7316813054585618,0.7435631755125364,3.0,0.1897933635664801,1.7399672233645618,1.4465185234518831,0.5381484414699492,0.4875393212585622,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4842397737075586,1.4342481288485027,1.1387206675512014,0.7012539263241175,0.705786270166426,4.0,0.2053037249372679,1.878402838229591,1.5036482105825848,0.5129779163585173,0.4999281942310847,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.573601560478898,1.4521937291463425,1.1051254519129496,0.7623685290012682,0.7722514581705582,2.0,0.3843635637951936,1.5982081059075002,1.2518964350740676,0.6254334535312596,0.597954264247139,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5930581680287471,1.3881647343317312,1.080248608820808,0.7710012737653371,0.7700856628880061,1.0,0.1428775493088495,1.9631474564189804,1.590891843180983,0.435600032709055,0.4607011119717095,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6059544146680802,1.401143167599736,1.0926079716375674,0.7794610108756375,0.791687719676138,3.0,0.3803071942616522,1.6105236049300322,1.2741255325300334,0.6214129110605555,0.6002720486844684,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5793429189880459,1.400970379198078,1.0970590651450327,0.7624602053497211,0.7679525244645065,4.0,0.363545998087171,1.755848428896781,1.383285157814406,0.6140077464807113,0.6331175869789415,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5616108315909905,1.4780470540281023,1.1664848698610826,0.7503744729383564,0.7597051435972125,0.0,0.0830355359710359,1.871450739684191,1.4893446883999677,0.4443622987860661,0.4240618176563583,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5817980435639714,1.3880112943474008,1.1002367539879696,0.7665030846067777,0.7658831547591883,4.0,-0.0903532582430781,2.241991862698817,1.768626777876097,0.396864201999953,0.3903965921681598,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5943508620372286,1.382543116443203,1.0991148171342613,0.778666248243298,0.7839083555392109,1.0,0.242614241336956,1.8977779220992,1.5112532139608734,0.5687467852873425,0.6059195744195374,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5864213560780993,1.4221344144953263,1.0971528605588563,0.7667910111708274,0.7686026940339936,0.0,0.2342589306822066,1.8135672317320448,1.498588484308048,0.5105875708684213,0.4771335878267276,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5606125691508689,1.4823496879011484,1.1781495516034393,0.7550775259012676,0.7628477399827419,2.0,0.1224836330515509,1.880826950070737,1.6044643864619963,0.3920160249557773,0.3026616326515943,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6348587434841915,1.3100836319199167,1.0111870694168326,0.7984988386518688,0.8059430307545282,3.0,0.3130353582169696,1.7928322087450217,1.3885279536501562,0.5873033132154537,0.6238690895681969,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5428728102255823,1.4099866435346733,1.0851499093405583,0.7396523355311,0.7370984087552437,3.0,0.1940154872824042,1.9100811662033537,1.5330846235463935,0.5008783380196319,0.4637290309845873,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4934825535959688,1.4987926589934666,1.1910725286507764,0.7053016785294199,0.7149412320532452,0.0,0.5402041720306884,1.5522114554653712,1.242520930891938,0.7351193634160008,0.7428271107159362,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4770618331256778,1.523123675981804,1.179236093060571,0.6913680524804056,0.697857476785569,1.0,0.2795625064450369,1.8250650214396589,1.506527979939655,0.5313798348561325,0.5258489364999123,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5396254389223762,1.4665363592266802,1.1614757827925126,0.7373633251024417,0.7419486040629776,4.0,0.3087437183083313,1.79683481653418,1.452221258131207,0.5644545905590642,0.6048765536156623,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5528247562441365,1.424155365679132,1.0902460324335226,0.7463470083235664,0.74362132620684,2.0,-0.1518736305483945,2.223244333115739,1.8395772016741083,0.2111294929737383,0.1893101521911957,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5596284652088013,1.4505121126563745,1.14811039443912,0.7505124778588875,0.7605991924067169,1.0,0.326499174822354,1.6484906328827402,1.3137970409943196,0.5817972431503211,0.572428823919726,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5105106648360301,1.4278850455500909,1.1135716971369138,0.7161691937254924,0.7202668790797992,0.0,0.231213256859512,1.9117857782235768,1.5536734708103752,0.5231048650002033,0.511521650523249,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5583549666001588,1.4687447926839905,1.1424652041663692,0.749003007444938,0.7588825907098529,4.0,-0.2447724620540445,2.075936193056988,1.7284162233476168,0.0514479639248516,0.0525961306893677,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5732410726704403,1.4156345475591654,1.1024884300223037,0.7587890446989123,0.764154575923454,3.0,0.3179651508739355,1.784955881650592,1.468168439399853,0.5644006818750553,0.5741799882280739,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5736982530108707,1.4388362486517343,1.126517032151369,0.7583918930789285,0.769821257078903,2.0,0.4106355121871426,1.5594794437189423,1.237953774822064,0.6502460968073545,0.6196010970130963,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4562908514756703,1.615421553213963,1.3261014965800044,0.677529807864507,0.6878093250438347,0.0,0.2164449154903178,1.6526285247671986,1.3403491318811862,0.4987922563049707,0.4692910078874057,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4956465705392382,1.5593769518597238,1.260817946013338,0.706816704924743,0.7121597565152553,3.0,0.2122720318118981,1.7415653790628047,1.357948543820614,0.5132372303877204,0.5893531927233914,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5147134314468961,1.536921598323522,1.2180724621550492,0.7202011623011194,0.7319661011108177,4.0,0.2471316776977666,1.663172066561057,1.3044730939755051,0.5022340825797218,0.4735094059221814,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.345269353380678,1.6792116630162854,1.362628570954797,0.5988023084735603,0.6422250955311386,1.0,0.27913141562692,1.83988998307992,1.5253963272091704,0.5299697773431644,0.524558613397856,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3502382969530493,1.6391624069629738,1.3281815384080164,0.5927626198747826,0.6046079386882166,2.0,0.340674683570433,1.815971666315924,1.4513577472280572,0.597873896989922,0.6217056508641868,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5339394898327208,1.4972030024032177,1.1838048430968329,0.7323752413510038,0.7384785735853739,4.0,0.3432441464823255,1.7021331388547405,1.3740492897531402,0.5872010688381055,0.6096315489086509,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4928978211137276,1.522168708317173,1.2103200837825343,0.7033810076258018,0.7131823568212711,1.0,0.4560503005201995,1.6742418182960117,1.3556127493237626,0.6869023032872281,0.6949321706382872,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5554162469311017,1.4416050586406823,1.1412502411818355,0.7468329228268893,0.7487110396698954,2.0,0.0605192943124646,2.0323815772804914,1.599797363172878,0.4349148634262114,0.4856232777495079,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5221388049394682,1.5252206127275516,1.2192699234703095,0.7232259349504997,0.734092573866681,3.0,0.344785072379743,1.6371706403464628,1.342458655044698,0.6006590369816243,0.5643869875502106,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4625739623275725,1.5414104053713569,1.1845106840544168,0.682413366496275,0.6925260385332059,0.0,0.1966511426116441,1.9578675918625164,1.635343217198105,0.464280155092532,0.4410562981647375,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5899320426078293,1.3907733430856946,1.0795279186849411,0.7712872518229958,0.7706973015305821,4.0,0.5720950381753085,1.427203495837641,1.1253841924318542,0.7613236887058695,0.762507541345034,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6070512004951718,1.3575569496545317,1.0317276171766794,0.7872612509198504,0.7837607553109444,1.0,0.5191393410706833,1.53086550438969,1.1666057846552904,0.7286482089899216,0.7384092813510276,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6367757133204592,1.3108096569611127,1.02360170737291,0.7995086764817823,0.8003025098137475,0.0,0.5569160885287985,1.4449853474456025,1.0942894609098073,0.7501287205889029,0.7467162457860984,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6198231369910722,1.343929663436111,0.998779723858222,0.7967929114751038,0.7942947827925568,2.0,0.525771026127597,1.4815746187189778,1.100400391285302,0.7366050663002293,0.7465612042954528,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6147959601504962,1.3506806002369354,1.0364716943716392,0.7881222745788705,0.7914048953976126,3.0,0.5784917840960189,1.405756339354256,1.1018375886845149,0.7669224561203309,0.7579908543145109,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5887000202311263,1.3845716091029074,1.0309356631539188,0.7804243302846097,0.7772743937861594,2.0,0.4743732148606501,1.6175519195718937,1.2007245945436325,0.7159138511653558,0.7339680778547701,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6744176653320745,1.2421670211328049,0.9479095331054084,0.8222972454480042,0.8190720790310093,0.0,0.4965897447542127,1.5346419746264697,1.1929248491076474,0.7091884574172486,0.7204011622763826,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.642870684711335,1.291998592561724,0.9573845857439132,0.8207020625807627,0.8198260800303004,3.0,0.4727619528816746,1.6122134053138029,1.2223268366539255,0.7094518130879879,0.7142437152867764,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6572177372643251,1.2766494383543316,1.0003751063270447,0.8202121472768396,0.8206436460869916,4.0,0.5130006250325302,1.4956175555417228,1.1700778900888544,0.7433796141377637,0.7293033005112624,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6542999845447588,1.2762020023242702,0.9507880221211756,0.8214098664921899,0.8169646290688769,1.0,0.5509601091589994,1.4656617090462944,1.104312152596041,0.7519287084300295,0.7569291813470977,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5729392880499098,1.4156001330397896,1.1306128242802926,0.769109556041746,0.7737640612479834,3.0,0.4754235784907828,1.5967972229432017,1.2582074134501589,0.698071980105502,0.7051118564285992,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5438028501349617,1.4801723470458577,1.1755348746574077,0.747965028405088,0.7438335994199026,2.0,0.5272121382677772,1.4460718494987423,1.175383448746109,0.7389246419932046,0.7522489897001421,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6029654855853019,1.3654315004918878,1.034952801148861,0.7777189879117032,0.7810936118055135,4.0,0.5531882302923152,1.4723318833670882,1.099304175306517,0.745495401814191,0.7434408968838745,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5895219053518808,1.3910870460398426,1.0736051550392922,0.7680009292236376,0.7715085716961492,1.0,0.555383444235788,1.4549618170644307,1.1103546672349591,0.745660876992835,0.7425145153000928,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5793858383160221,1.4135493999335764,1.108629447966814,0.763707857711349,0.7646774637606605,0.0,0.4945340273138425,1.5266333132575405,1.1776504711662965,0.7075920816379615,0.7123781475268433,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6342198524827216,1.3047844621908378,0.9822720513129846,0.7966709506415727,0.7991071913057595,1.0,0.5393260352406457,1.5200905042213704,1.159173379948619,0.7353793539348403,0.7415444333634121,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6363282715938401,1.3162550770116137,1.0241861571963782,0.8009880754793411,0.8026391208515873,0.0,0.517489873923263,1.4859505542950902,1.1413005148452655,0.7284603706536306,0.735948674471999,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6702381945441908,1.254758686064271,0.9583286240028264,0.8204374362300604,0.822849914515234,2.0,0.4955036608080595,1.5128367186824705,1.1617513679472815,0.705983889326084,0.721910896972372,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6232986575211539,1.3335405542038454,0.9995775531958312,0.8195182776168793,0.822552029054122,3.0,0.5027140903072289,1.536506634353187,1.1399177675435674,0.7487300795542855,0.7482171207812419,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6496397915839179,1.2794961453593303,0.9850938902890836,0.8097041305251294,0.8149488971027052,4.0,0.568019842693235,1.461438268613935,1.1472832002434152,0.7561123103519628,0.7565434709101185,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5693130217757343,1.4198077095890318,1.0700759594142435,0.7671790757768215,0.7668648300157054,0.0,0.4550758635842997,1.6304321769376002,1.1933554535467767,0.7090627169740691,0.7065416867179077,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5928703956705954,1.3919794237090806,1.0748052032406514,0.7716883656199703,0.7750996353217081,1.0,0.4892543904773087,1.5323512088488618,1.1773532368931192,0.7071004224246258,0.6814015636304452,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5643760140604488,1.4424438617079165,1.093816855091315,0.765228286010645,0.7650750559712604,2.0,0.5090758768162406,1.491175930968819,1.11003051438126,0.7291281559548328,0.7351116217721577,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5509909914336752,1.4501328992082103,1.0827926547022966,0.7568580488119123,0.7617681889688951,3.0,0.5400421531646135,1.5015144788314478,1.1285414277466903,0.7527264459048997,0.7332070926443248,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6083390090461113,1.3526747239248076,1.0272536647778292,0.7880763785923732,0.7926009698306437,4.0,0.5183308289622311,1.5431211995585463,1.1746332806972997,0.7253762743471928,0.7231345357131643,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6640685543747028,1.2605063026662873,0.956387652021188,0.8153780213040478,0.8143951526092796,3.0,0.5331416872611877,1.4836487616037402,1.1398636040562722,0.734275010487224,0.7443278585507651,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.640920229384544,1.303107382011193,0.9910520628018256,0.813731655051779,0.8143172146479435,4.0,0.4518456281463022,1.6061672465042205,1.244432569284459,0.6828187628118773,0.6902421136579376,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6407161821738149,1.2961660657486005,1.0053975097185526,0.8012575251075922,0.8005583015145427,2.0,0.5325378984894169,1.5165092303928591,1.158837720958298,0.7343630244731102,0.7415615628448817,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6369498511218861,1.3135365032935709,1.0183903086643953,0.7995607237626907,0.7973491968950608,1.0,0.5827009871958563,1.387877081768154,1.09166703154419,0.7636224330570488,0.7700161583102819,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6188256077982934,1.3384348966361108,1.0456662140309043,0.787257452132023,0.7868883898134627,0.0,0.5093258834876224,1.539619150542214,1.1768118733238024,0.7155314616192289,0.7253912423199959,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5487412864468129,1.4525311475833689,1.1669703240119491,0.7602395540231051,0.766223238807551,0.0,0.5909767756757334,1.4199124457727674,1.155400536021168,0.788983272487928,0.7909354092248664,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5652905743367911,1.4407178566955834,1.138874622789713,0.7562569141420405,0.7550057233499682,2.0,0.4947048949874237,1.5138523394402923,1.183919145616663,0.7111025210607667,0.7274881338808782,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5459867007794099,1.4705362512211948,1.1102210204417888,0.7599780597512079,0.7614941530021914,1.0,0.4807868414986048,1.5376609565388937,1.1611037034181844,0.7200043764780341,0.7374579047570867,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5089562663319405,1.5290423367536616,1.236079861739507,0.7329915736792743,0.7386586153516935,3.0,0.4950069622400663,1.520628227349479,1.2451027682552105,0.7378250588794945,0.7408621977412058,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.514679539326152,1.4984475415212484,1.2169088575778864,0.7443349256861208,0.7452514060496834,4.0,0.529593426825762,1.546259319781289,1.249649981989141,0.7409820691219007,0.7483788748015737,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5892361030860074,1.3895833288609618,1.0462414050159543,0.8011557442415649,0.8048575465736338,2.0,0.4751119983081845,1.5906665379503158,1.1948921095113243,0.7309544150090976,0.7428237254774381,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.619722567654604,1.3395679702696357,1.0260406563144464,0.7882890369175612,0.7894596756574465,0.0,0.570160165648097,1.43004008089995,1.1035852961594077,0.7566023862490883,0.755719734339514,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5838076598640356,1.4032746795082596,1.0577024943782734,0.7759475648007481,0.7780617961498099,1.0,0.529088242456698,1.4889225735721685,1.1045590988236045,0.7374133560689995,0.7485559018572845,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5950686242564639,1.39313734591008,1.088789004855431,0.779128005853784,0.7806879981226974,3.0,0.451824489875373,1.5640492873644642,1.1959307127970689,0.6870017804357244,0.6983412874895372,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6194860819783121,1.3371877489247133,1.0384941254594386,0.7897094703818717,0.7938736417482953,4.0,0.5266138172247943,1.5122109858467814,1.1859875064060184,0.7271268556974887,0.7424831779772265,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6335420517352348,1.323831555820005,1.0384129709530718,0.8022973287639764,0.8072309010158562,4.0,0.5183938746306826,1.4719254595452236,1.1807729037673629,0.7247178831726082,0.7261678172222248,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6062263218629111,1.370509164669939,1.0359183437854815,0.7841857185200586,0.788507200712174,1.0,0.5355761941994893,1.45404085088405,1.1105629855678925,0.7343752940336848,0.7415425063099974,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6104175810133339,1.3612544622262994,1.0616101587659272,0.7859829745774245,0.7931150854246803,2.0,0.5550657810652015,1.4319669581623753,1.1303949519739442,0.7457724322967653,0.7540866872132025,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6373939108362205,1.3104788403002854,1.012810007668554,0.801313094187375,0.8065275397719119,3.0,0.5350467560621454,1.4766954723998391,1.1372250879596484,0.7319370896811926,0.7308533029596331,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6645045226860706,1.261886601292207,0.968137210038228,0.8162365289330415,0.8175637861722683,0.0,0.544257635081373,1.4557136951537668,1.0901086812024243,0.7380556228901036,0.7539658867398616,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5781794953204747,1.412915098275915,1.141463083540782,0.802037432092454,0.8042883363494308,1.0,0.5091506108580841,1.5177769942646002,1.228994620868313,0.7396447049617857,0.756127274292392,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.7016462209485683,1.1825625191767246,0.9265044622887404,0.8441583492382014,0.8484450880848673,2.0,0.5224357258561554,1.5274823671641713,1.21674033483869,0.7262358975168024,0.7414691644065114,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6598128819253373,1.2662070454366834,0.9728875334732808,0.8141439760499751,0.8218614720154255,3.0,0.5427404404530389,1.475677052006826,1.1347998961714505,0.742254935223513,0.7449877339878193,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6406329940038106,1.3020932196990669,0.9661886157019016,0.8259739924901365,0.8302376237494057,4.0,0.5213478443115174,1.5092549721157351,1.1666527653927676,0.7431211986013124,0.7486585197503682,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.641797439705506,1.3110789577508803,0.98946299173511,0.8096335554955276,0.8126045179089376,0.0,0.5280337075110209,1.446439221804751,1.0772216109983486,0.7357205064645279,0.7366461043858215,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6212298638841243,1.3508201932748556,1.045095214527578,0.7896885920946517,0.7971578102559248,2.0,0.5274394180391538,1.4356863623448108,1.147371144005283,0.726976095973787,0.7146888468710496,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6185297427294124,1.336692933071595,1.0170071451485347,0.7896535246009958,0.795249492987496,3.0,0.5425483403910105,1.492589131019783,1.166457001187741,0.7432419014942038,0.748825634117086,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.599040562168055,1.3839749878423426,1.1064589402222862,0.7893919634723549,0.7945821524995155,1.0,0.5021931327630588,1.5004628097309705,1.1829490557856075,0.7230990352494368,0.7231941936691567,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.571297848270087,1.4245688436534218,1.0666741938841269,0.7812272773958631,0.7855824307790293,0.0,0.4964458119549844,1.5383667993194026,1.1211376904607493,0.7390639064676058,0.7517525805900763,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5268473359047326,1.500164367020852,1.1389081712544729,0.7448886082501867,0.7539204121364967,4.0,0.5005329142952346,1.517312661313832,1.1526256212257078,0.7196178109557583,0.7214258244248387,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6032316862144869,1.3697826739098125,1.068067245764228,0.7786053860449382,0.7816304434008224,4.0,0.4898945605861771,1.5472687934745952,1.2206718781982115,0.6999936352230096,0.7226280448302727,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6172129398290652,1.3389895628427453,1.0412664702353187,0.7877304485078274,0.7880130377083325,0.0,0.538989391587585,1.496409566409914,1.14730584756825,0.7343884443592351,0.745650442486787,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6066997148108586,1.353370796299865,1.0387780649033491,0.784140895611957,0.7908432562558683,1.0,0.549758761659522,1.499591392151764,1.1531515744967995,0.7433415580211302,0.7456644402958182,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6591447593048183,1.2680776845831303,0.9793630369341908,0.8138007254750381,0.8127054488011218,3.0,0.5610194757083766,1.446148531150097,1.1129433934976494,0.7517736350655899,0.7587279859935238,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6750310677731042,1.2390962597405195,0.945352139451947,0.8287570296806772,0.8309458089691734,2.0,0.5327636329599086,1.487477842150292,1.134757293483866,0.7332324544720701,0.741971878749028,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5983695864404384,1.3971948823722993,1.082040077262582,0.774188187648308,0.7850798783948704,2.0,0.5224189344982336,1.4131684788108545,1.092140856372992,0.7246567768747104,0.7283297909788643,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5701093617186421,1.423644951163343,1.0977594215843158,0.7573681850971412,0.7677204616042536,3.0,0.5680449271246419,1.4363568427404445,1.1165986384745128,0.7542030066446079,0.7408834566477364,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5990514712526498,1.3786316766529485,1.0520624674952184,0.7766873738833182,0.7829769898331452,1.0,0.4763031973949536,1.5615224898419575,1.174168595742029,0.6917361518609217,0.7028185470774161,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5467148524593493,1.4664006879134304,1.172668881865266,0.752459123038643,0.7594240078018648,0.0,0.5210554932121156,1.49355651560005,1.189294459026697,0.7344246949152311,0.7554105557721562,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.598485023105106,1.3839696715113512,1.0640148094258248,0.7759914490904929,0.7889358567869829,4.0,0.4707250761661034,1.5472386870398371,1.2022793762370547,0.6873619023292086,0.6672289589170545,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5705079524288349,1.4249468786562192,1.119027301438917,0.757774960310617,0.7640102762824257,1.0,0.5359032658844756,1.4807218104417978,1.154436615607424,0.733353642474456,0.7282837880092004,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6059602238533122,1.3636610558498126,1.072012282499136,0.7844903445618907,0.7908301890508884,3.0,0.5360934795643674,1.4830097008865764,1.1588324998683264,0.7439931486904259,0.743337112457831,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6051406898765905,1.372064634458736,1.0521925021965917,0.7859710013650377,0.7940294281403837,4.0,0.5276707064637619,1.4639962799411206,1.1066980431280893,0.7305744435932419,0.7220880191190541,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6361811374078081,1.3057658465472135,1.013613621004117,0.7990646812554187,0.8029987295108894,2.0,0.4653770892039739,1.6069270442064216,1.2383863508884911,0.6893179215908571,0.6860454412271505,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5384036232144365,1.4693373442641746,1.094752552746198,0.7537781940272457,0.7567270152295477,0.0,0.4900635266939773,1.5827127627799296,1.2190219598384364,0.7267265910332936,0.7517429071858974,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6153288730746407,1.3369539966476762,1.0299030343347635,0.786856279898491,0.789753667758524,3.0,0.5250495692433859,1.5475542526303592,1.175564295771002,0.7260645132005308,0.7378093308933692,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6434913248693286,1.296497665991326,0.9885781092406848,0.8084218144704073,0.8138304760418312,0.0,0.5023052788663049,1.541173731031053,1.165072177622842,0.7157480150131386,0.726434242532651,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6014029104258402,1.383503973869058,1.0558080357542403,0.7836940962406488,0.7886518504998193,4.0,0.5523185803921243,1.4076624164603675,1.0909348915979358,0.7475230169785374,0.7656765894851267,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6204710274914775,1.3377043414569445,1.0109148845702218,0.7934080646127317,0.797157895928824,1.0,0.5715621572618839,1.4287747960462018,1.073309433598691,0.7584708592172376,0.7524856971821068,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6071472516879353,1.3802566927142947,1.0516995614012463,0.7839019262869319,0.7855262069192307,2.0,0.4918804283597979,1.4666850361683192,1.1315573056178738,0.7055717879661261,0.7209734093173827,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6116359049750635,1.361570382523341,1.0539146194454188,0.7842797322636301,0.7900631219144914,4.0,0.5267741799190511,1.4627083405260262,1.1121211408482563,0.7274666975647313,0.7411632006707038,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6540187589365667,1.275021570301902,0.9785596178013544,0.8098897467408853,0.8159083426122734,2.0,0.5836131590039078,1.4191865434324862,1.1253266828172903,0.7639894152911906,0.7657422009906255,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6466368784101493,1.287136616425744,1.006584857073732,0.8073784869702264,0.808283244497414,0.0,0.5446048320819853,1.4833548312528813,1.135923744192695,0.7379849015413484,0.7551164517242361,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.616678873408379,1.3447634030214173,1.0599160145758053,0.7890741871288101,0.7940651139587886,1.0,0.5175061233899504,1.5120349929290933,1.2043649248273955,0.725974789448013,0.7321821497556604,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6380893266491776,1.3081674641003818,0.9922471579030538,0.8066960401635886,0.8103500053018002,3.0,0.5468403296946434,1.462647746886898,1.090240464601245,0.746550291738982,0.7615245951697475,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6136529400729545,1.3578374137143692,1.041337706941443,0.785443722704938,0.7897131000108255,4.0,0.5368733211233757,1.449436597308923,1.1142365149694669,0.7373171721148825,0.7454223900959871,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6005762174292948,1.372007397012423,1.075332237793467,0.7772072772172132,0.7821197313162883,0.0,0.5082058123808575,1.5336069408354347,1.2088791871982678,0.7129327525323206,0.7224174642362897,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5988135903869454,1.3829249095039402,1.0804100458285748,0.7761055143550579,0.7800649691275059,3.0,0.5771447604069511,1.3891898169865415,1.079742889216426,0.7641499769452105,0.7727120563352338,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6006449219575923,1.3747105506409611,1.0458164516473427,0.7832154475017291,0.7891760054309075,2.0,0.5240755772560031,1.4965123459758445,1.136321147211523,0.7365350418384775,0.7391321201108124,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.6210955792864759,1.339967800293641,1.0625192140673216,0.79891986515866,0.8071159273424683,1.0,0.4936341051740742,1.538656305748809,1.226449347206332,0.7143186174910848,0.7098793473200332,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6009665263886641,1.377420149116036,1.086551741262277,0.7846535923345935,0.788402299172022,4.0,0.4921653120502641,1.528519087084217,1.18976803094883,0.712321056072104,0.7234280919778998,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5406406600865601,1.4848903467334964,1.1428492662138665,0.7411209951796529,0.7462752362646133,3.0,0.5064935074179675,1.476368955747153,1.145256354655206,0.7121898701243428,0.7283625909625525,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6500197568976951,1.2912761687691234,1.000010534842045,0.8071505539643465,0.8061163986988359,2.0,0.4662266141675902,1.562853953608181,1.1922604659958542,0.6889674008144233,0.7063713661550998,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5812978648571547,1.4091103197969397,1.0967964795308236,0.7630011484035504,0.7704547617152718,1.0,0.5560860850806864,1.438301369625914,1.1251894921768129,0.7461928346676203,0.7448255707525092,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5537452102974241,1.453723009284911,1.1208277478833228,0.7499347285689782,0.7573788519538792,0.0,0.5862015984211894,1.3934180009250792,1.075818359637652,0.7693821549175439,0.7783939779364739,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5188728133911066,1.5022481683629405,1.187262401194909,0.7216577277826212,0.7370079248574829,1.0,0.5228299482104888,1.5243949176562963,1.2188101157209468,0.7267409953140538,0.7450545706295931,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5709041902343495,1.4210771206245811,1.1367055468662428,0.764294081884291,0.770315822412672,2.0,0.4898204699902182,1.5664741178832629,1.2444934780562191,0.7085582692021124,0.7184346876367685,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5799721805568847,1.4067964313457073,1.0853256952676635,0.7656909765181734,0.7713942958865126,3.0,0.4846245817736258,1.5706181448388683,1.1854261526421048,0.7023982249742007,0.7143165296494299,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5621856404345822,1.4323153558876434,1.132373544052243,0.7539016070855953,0.7623325390574573,4.0,0.5046679476667436,1.5535918201111123,1.2165630573303547,0.7118086228973212,0.7239243652644652,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.6004340205960015,1.3726076223352943,1.0594555337879903,0.7785045680008164,0.7843241811075364,0.0,0.4491390052075723,1.6215366629090635,1.2367380951747329,0.6772589947272386,0.6683764517628716,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5760394475266719,1.4165156154868366,1.1076487133097954,0.7597077634357969,0.7678696283299089,2.0,0.5245366468261243,1.4935742018282003,1.19592231766032,0.7267964591229961,0.7345108675449297,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5747953715992238,1.410835708069969,1.0946907817983091,0.7590533963899531,0.7653115994475497,3.0,0.5329480730553666,1.5144179371377664,1.1496906217925815,0.7311022347200877,0.7406526905882584,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5660671181888408,1.437512480871736,1.127556991179784,0.7542607154967707,0.761651159911604,0.0,0.4421473941988655,1.5979076904371308,1.260506578799513,0.6695661858644505,0.6745190265506056,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5462882977979558,1.47977797395478,1.1836882085544176,0.7532630998664668,0.7645265676845484,1.0,0.4791532707727817,1.5009530031192868,1.2227870173048556,0.7224112242022049,0.724524050130688,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5721238130544386,1.4157837740712038,1.1018427207292272,0.7569279936260787,0.7623183730272314,4.0,0.5196718346383055,1.5334659248170903,1.1750467633426924,0.7209164009896188,0.7292580589985521,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5631526697774201,1.4472252932780847,1.142038094917169,0.7538592956680712,0.7552938672418907,3.0,0.5298545891705704,1.4475243086503689,1.173488146791835,0.7336740536397075,0.7408313233721031,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5949166575909505,1.3880909441088067,1.0741745540996392,0.772453364226754,0.7692113483817377,2.0,0.4887733041905729,1.5342800218343935,1.1838369441258834,0.7016880357071941,0.7238504275968076,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5631351361992593,1.4450084077098784,1.134662031164536,0.7539850311313716,0.7531081919154761,1.0,0.4955915619699097,1.5090464271876547,1.1753744088128606,0.7041847865832357,0.7254273296518557,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5518877832759117,1.4530427723235968,1.142453567496477,0.7435752656891528,0.743332256589531,4.0,0.4829615150964709,1.5733012632207348,1.2420134883243934,0.6960796082529026,0.7097451695213419,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5936134919972955,1.3910094609220538,1.074281237904842,0.7713361641594867,0.7751125841255038,0.0,0.5028779359601245,1.5092312645748471,1.1308990865945816,0.7096993904810024,0.7091020920078176,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5841158257932441,1.4098708938636322,1.025643386088121,0.8030750425403602,0.803337467813809,4.0,0.4629969124788173,1.557278652794911,1.2096996410640848,0.7075627156437201,0.702082717292887,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6141502184049821,1.3500134456786264,1.0377456893370702,0.7846866367500316,0.7854534959683905,0.0,0.4798761601985578,1.5651699558759975,1.2190115766358816,0.6937857508940983,0.6982262377511167,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6747542157949715,1.239384678823276,0.933109525289291,0.8261305631412659,0.822881948384896,1.0,0.4693948223823225,1.5864630205175758,1.2078802045549455,0.6890773205038649,0.6973863430982897,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6303430241965913,1.3194058118493028,1.034618636698295,0.8009247415205459,0.7996581373098576,2.0,0.5629630930587419,1.4479943836707514,1.141697422572597,0.7559118468552715,0.7568955014455234,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5762714636344,1.415918987179901,1.1322413129607836,0.7852659823554551,0.7889783089128094,3.0,0.4525753182653922,1.6056125732378763,1.3000194672227396,0.6971020470212033,0.6860765854656232,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5249972489398944,1.5014091776099008,1.189391995038933,0.7260568899569982,0.732693696342945,0.0,0.5130393475140389,1.5022332431573948,1.1857605200352672,0.7162902276209084,0.7280779829397622,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5209094613057196,1.4975245523278675,1.1829334381662118,0.723641616928154,0.7313311152556328,4.0,0.4813930691776389,1.594393971931541,1.2641518751668,0.6954523372278663,0.7054874401930309,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5267599037246853,1.4934766431903284,1.1646661511598488,0.7298981409760124,0.7357954630498784,1.0,0.4993297034707069,1.5472304762920854,1.2172691754430716,0.7069562417109436,0.7028101311567837,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5009823435747789,1.546903168809563,1.2544257854565213,0.7153485525283542,0.7205416186604718,2.0,0.4206079097789289,1.6048790450876935,1.3022916835581682,0.6666409433109689,0.6673242956521176,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.541748768505815,1.4904297058736895,1.203017872278698,0.7494214111699871,0.7559440176541066,3.0,0.3655677644425509,1.640944332624204,1.3078018619317475,0.6387437051945412,0.6491332426744332,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6457537183422666,1.3001484627754725,1.014244150198423,0.8058842612384217,0.8096943469374129,2.0,0.4817767250959194,1.5349038440674765,1.1860920611837806,0.6980006791602444,0.7187645168645262,2.0
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random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.6390746354481713,1.2911081498274637,1.0035375235860164,0.807032814827758,0.8098023375246284,0.0,0.5085388349142328,1.5921314983046242,1.2460906970672294,0.7166286272328037,0.717089030309476,0.0
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random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5248224447575927,1.500071820163678,1.2161050444000807,0.736870123602046,0.7343396419119606,3.0,0.4572777685569256,1.591747073312032,1.2699070618749888,0.6831448588625337,0.6988277668285509,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.537132505923057,1.459066801004712,1.1510841029271102,0.7347066156900014,0.7372298177226302,4.0,0.4984425182288299,1.6153833457461595,1.2578195181103458,0.7099516559512355,0.7374561710987563,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5526970851282346,1.4496432934385208,1.1450950366869952,0.7473967247453024,0.7443355493326822,1.0,0.5222128205237192,1.5207244469864272,1.2397559602157782,0.7251267752159786,0.7383409639171249,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.659193413096594,1.2702057542493863,0.9776257521219742,0.8138164086393915,0.8146674443680992,3.0,0.4198334439837035,1.6502583085246565,1.2755507408226294,0.6661630933321046,0.670479033795134,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5724613989565912,1.4340223434644566,1.1412454420251723,0.7653792938706809,0.766231584400544,2.0,0.4776477698732302,1.5151651317010917,1.1887075920920107,0.7033372612845525,0.7095031592706755,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6269149333694378,1.3290219722481895,0.9935846336071308,0.800741721347821,0.805359710145646,1.0,0.4851676908023979,1.5551596819347313,1.1737416088887065,0.7123404664878751,0.7262777377999549,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6155185788425668,1.3537894730202524,1.0522109713042394,0.7896302938326462,0.7913384500024867,0.0,0.4775823679816482,1.544050161568396,1.2059364667051382,0.7068628962411942,0.7174679019957719,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5984615168663192,1.3660740308825516,1.0516198126322185,0.7755373517560423,0.7785590985165532,4.0,0.5264804584296768,1.5455313940432236,1.174423082882741,0.7285783226555945,0.7318441278047646,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5528818061552038,1.44972734601534,1.1527234304142304,0.7465936316324768,0.7539146196207938,1.0,0.3942118517941279,1.710939778443541,1.3376615361388948,0.6354685242589129,0.650299312361246,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5009682382293801,1.5331000503920234,1.2240112808614203,0.7128787460190957,0.7185156852320466,4.0,0.4508644051460672,1.6226065386584467,1.334298446193123,0.6756339484289016,0.6962645477357917,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5123328215656748,1.5191633606439583,1.1865595537042006,0.7165094365236275,0.7193757435326704,3.0,0.487385577841833,1.5527739774683609,1.223766274673738,0.6982197325041757,0.703658211872693,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4961154233009252,1.5509462659780466,1.2282529732355705,0.7052970462007859,0.7104061777518866,0.0,0.4492388052667951,1.580870788122708,1.2696431355065143,0.671555948895457,0.6828994102635509,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5228282135740125,1.512433678360935,1.1674675372242929,0.7287752950051882,0.739410114121116,2.0,0.5056139299457078,1.4836588595723927,1.162215186707538,0.7143929266886837,0.714805972941202,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5787949626126627,1.415703973887795,1.1150436629823004,0.7660274097411672,0.7730515831950645,1.0,0.4484631293520158,1.589620899968954,1.2531229122608778,0.7147024654971166,0.733488101389074,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5602345306972119,1.4478448154385295,1.110816889239045,0.7558077625420987,0.758723517833868,2.0,0.4215271107512027,1.6251291136923705,1.2563886768863493,0.6573690699813506,0.6747220647793017,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5607403350330171,1.4390150533863086,1.136981886253716,0.7517277700588565,0.758422494482344,3.0,0.4457821533992706,1.6263520245810452,1.264467365022374,0.6700130890217124,0.6732427517934783,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5449011196644786,1.46511555935845,1.1649938104941675,0.7412178028390368,0.7408214458828372,0.0,0.4471107281027474,1.622028960543756,1.2734134046597985,0.6717997815732634,0.6822793213789041,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5523658855768159,1.4429038081647712,1.110981352406148,0.7484332937933366,0.7605298898188908,4.0,0.4636603636972074,1.6316284785702422,1.2778105258468817,0.6962119810060242,0.7018305654531527,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.6042488887587107,1.356888179405872,1.064046976237725,0.7797699419755127,0.7848709221480782,3.0,0.4908448208241569,1.599384880387971,1.2310238563335163,0.7007850429296526,0.7101088562826836,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5556765792320122,1.4538501380529665,1.1691283047734162,0.752585699867365,0.7618822872833029,4.0,0.4875437770808001,1.533992845575571,1.2340800910270189,0.7130033465542907,0.717288578188221,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5959523565315556,1.3710740947031042,1.087712580351493,0.7794763059204199,0.7841659238470364,2.0,0.4835731646998917,1.6004817725927412,1.294517094625095,0.6963056303700315,0.7063317792661881,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5840634382379546,1.3975300765508762,1.1051757677434346,0.7684842029166973,0.7769779411708486,1.0,0.4673744411190771,1.6061933625214575,1.2687335654374143,0.6897362788947462,0.6987959550949155,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5799034654592422,1.416060608812492,1.1052767566075692,0.7632540446261761,0.7679983321680848,0.0,0.5132694822304318,1.4860532726246358,1.1647280306388954,0.7190169283839479,0.7242177867527233,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6195328392646259,1.3271916902844838,0.9907830724616844,0.7955345261866272,0.8018306606591732,3.0,0.5158565082141123,1.5681767819281334,1.2117204482015032,0.7278998392965186,0.7355370229231248,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6211495152173948,1.3348341847868654,1.050009273011715,0.7917472142845168,0.7976984128635609,4.0,0.5042388966598116,1.5436032613530748,1.183208458760497,0.7163907080432357,0.7212979790629207,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6213020213535058,1.3463547502677975,1.0343117637101271,0.7891259515856381,0.7956342872505551,0.0,0.492594659258956,1.5083332062615695,1.1661956854876,0.702613356898098,0.7150515783768299,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6101096665537866,1.3632315851120738,1.0579074638279584,0.7833552088330166,0.785506608653832,2.0,0.4744031429250109,1.5496596512767171,1.170852557972104,0.694377258312416,0.7136742958265713,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6084749501896882,1.35991836826721,1.0572466013828914,0.7817494853262372,0.7894825067464039,1.0,0.5337802016412583,1.4863892269652894,1.1620318928171232,0.7307394827487641,0.7401039418910792,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5419932590542252,1.4694686637695262,1.1636498095028294,0.7373868223311016,0.742946618939235,3.0,0.4821480610773533,1.5706479639492892,1.2201052656649656,0.6947386855309523,0.7111744359724566,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5767632314461187,1.411517345495796,1.111082511058507,0.7651753489610977,0.7705247262540086,0.0,0.4306588841950809,1.65269880405219,1.3018273981995652,0.6625847790039563,0.6753681681839069,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5649640207197191,1.4446441436923874,1.125989703914294,0.7540738982702686,0.7584769728352324,1.0,0.480133350913699,1.5200790164772635,1.1663068224670217,0.6936769185099929,0.7145219755952515,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5667673588686403,1.4447968021010311,1.111316481638127,0.7550187702888884,0.7640293064706056,2.0,0.4670736295588698,1.524355749520331,1.201013595475844,0.6859833462196575,0.6935161430573563,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5737017859307962,1.4164780129687364,1.1314568410699184,0.7626832978060802,0.7710729201137964,4.0,0.4676800034162262,1.599155078333437,1.277908879016704,0.6946448059400347,0.7147266245546037,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6095029201498241,1.3696977117457945,1.0603702714380163,0.7834300043187419,0.7870701095445622,1.0,0.46376721394383,1.5389537411704677,1.1908548924176967,0.6824654459301223,0.7088635539176098,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5926388776816309,1.385709431907722,1.0665019710252108,0.7708189709789194,0.7750278891135033,2.0,0.4542089579412439,1.6147643821920488,1.2613744028467202,0.6773594846929138,0.6952077565604632,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5513894980975309,1.4405788637522388,1.1033810921997214,0.7473630517516121,0.7553719025723323,4.0,0.4981648213828159,1.6037127068851165,1.2226512648731287,0.7189946213666125,0.7194937721551864,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5696165607219414,1.4217898567284362,1.1156876041052433,0.7563501504117203,0.7647146858643304,0.0,0.5070204705412704,1.5441393848903906,1.201526951687353,0.7121123352481793,0.7246121327741316,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5848472870937618,1.4101658548841984,1.093940296259064,0.765031000025324,0.7757701547195976,3.0,0.5183231686075765,1.4668408669668462,1.1634784773665288,0.7233302151973615,0.7264398753766977,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5163740651756967,1.5049157706772929,1.1960804985903013,0.721169288299122,0.7277554078051958,1.0,0.4641002736305123,1.62084333594144,1.2660463814923897,0.6829899313479075,0.6850456059391477,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5238232644667904,1.4906484736094223,1.1682325794815254,0.7262960940267192,0.7303701379885528,4.0,0.4797442981470039,1.6037484853083657,1.2722522550830484,0.6995238583084578,0.7101288364883991,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5046108114973018,1.526503787907771,1.2133959245490722,0.7118606799195236,0.7143557435531587,0.0,0.5062656215632835,1.5425259490875551,1.2111122097506417,0.7117349302244937,0.7244156962217544,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5166901983554684,1.5120089790626106,1.2007774993108633,0.7195850848072936,0.7270271672886598,2.0,0.4581221136542004,1.5982581496042991,1.2547958722028276,0.678768491810712,0.678934788646585,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4679928685607778,1.597693406708577,1.2736893739035495,0.6861586467909524,0.6962785804207742,3.0,0.4482477952062658,1.562990501560916,1.2145377910433977,0.6695446040282846,0.6812063570028106,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.516745268446597,1.5227789084902692,1.2054494134508646,0.7207224366589716,0.7234887434476747,4.0,0.3890603293469573,1.638184435776685,1.25357069692802,0.6265500053940796,0.6241220134080947,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5267752256588134,1.4907075187087824,1.1723268108069895,0.7291880234763142,0.7360745355570621,0.0,0.4668857595452051,1.607992791691864,1.2997102041172297,0.6848853640411097,0.6948687639776074,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.514277648945582,1.511617095283185,1.203944740134936,0.7209510820856685,0.7270520564087646,1.0,0.4772965422549111,1.585972270323892,1.272341145871846,0.6930555816943464,0.7068697241793647,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5163794520965033,1.507527771115438,1.1784090913755771,0.7252009157625146,0.7297056327312003,2.0,0.4307309639708332,1.6595280333414928,1.268397224328846,0.665217184521911,0.6842957612311413,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5564619780678217,1.4520708155410786,1.1492889919638252,0.7470363426680626,0.748399126497116,3.0,0.3728184751593175,1.701950398204639,1.283898698162188,0.6196729412437322,0.6343764693248901,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.567223875742652,1.4314892748721066,1.1057661129496037,0.7545531139255095,0.7598564966611723,2.0,0.4607035257649717,1.5884871597994612,1.2465514546638887,0.6800945134607546,0.7033885801107191,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5632136519686475,1.4372136736807053,1.1391990596934771,0.7553718268495297,0.7626060697151739,4.0,0.5651194166149883,1.4325170809322345,1.156319851992801,0.7550767277378927,0.765267784118145,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5701857746181841,1.4188974821632834,1.1228526075184346,0.7569322499658256,0.7602829922659785,0.0,0.4990313694474757,1.5613202931049652,1.2287682818069106,0.7091831441955233,0.7273524985366563,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5675357245564184,1.4293349200539491,1.094589949324727,0.7582901881313557,0.7662955627920978,1.0,0.4472504949530881,1.6184246570430882,1.24516421653621,0.6802414547896509,0.6915638548250099,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.5732230168249717,1.4235209395087167,1.1218145365172472,0.7599740514856613,0.7668411425529877,3.0,0.4804968092599113,1.5509308047129409,1.2430763661333606,0.6955274222557501,0.7057791846858725,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5707031817376862,1.4179073251663288,1.1151073229160064,0.7576881023428881,0.7639212069342721,0.0,0.5215976011374768,1.530014422574257,1.1984833253727312,0.722951293159368,0.7282221456453346,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5875073580358758,1.3855703491419826,1.0742667993597494,0.7685462462653405,0.7736276001761873,1.0,0.4729048008768638,1.6260665475878495,1.2126229801645514,0.692288589630029,0.7074570595245733,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5813988553593903,1.412172182952164,1.0865618355916096,0.767805871411922,0.776772874673914,2.0,0.5072648392075318,1.5008584244833894,1.1349325016661105,0.7140311171352343,0.7232992247329152,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6053785256917668,1.3630350375137783,1.0562799613598066,0.7800121351976435,0.7842656275160186,4.0,0.4039713486888104,1.6889689636640697,1.3017689700274742,0.642459031636835,0.6617851660345176,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.6183079458328533,1.3413240440597347,1.0296191056741353,0.787488989864453,0.791230535487986,3.0,0.5001933472462063,1.545052737466121,1.1978146462592256,0.7082590962387538,0.7246761244291371,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5632297407010174,1.4409857086187652,1.1217104455360618,0.7520871555843378,0.7593002362297,4.0,0.4322579465400997,1.6138464679554514,1.236583536762354,0.6607284049881382,0.6714339007910924,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4968563131362228,1.5547762537064624,1.2439777719143492,0.7060572151890846,0.7165778744884463,3.0,0.4609928917859001,1.5235281359232458,1.2121271917126015,0.6889307791236097,0.679324339263849,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5467610190305474,1.456885495431088,1.1570039444263929,0.7440442775196398,0.7478132022879779,2.0,0.4485879200103015,1.640655209740564,1.3220785157697643,0.6729537313663873,0.7018379301996979,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5513491050436758,1.4584200959771372,1.139535027738565,0.7443132356792086,0.7499698934375782,1.0,0.4919637133463345,1.5399754309313751,1.1969795541176134,0.7017757407078233,0.7134037123089891,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.497882854824601,1.5433321695339268,1.225455828779019,0.7064894491057541,0.7150305680472644,0.0,0.4529955899359272,1.595021033430999,1.2896983102269977,0.6733748124691588,0.6836036428628363,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5163074881946833,1.5245000331778988,1.2061294281845674,0.7197444991201709,0.7265808138314586,2.0,0.3893283569090497,1.6419874180870204,1.3216642141036183,0.6347657391206611,0.6493957362887387,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5940752182102536,1.3801167588494383,1.059651370006494,0.7746715087561578,0.7807452653632094,4.0,0.4304162846015723,1.6646228084613677,1.2756116177573096,0.6636690711083937,0.6748548935019818,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6075933109499891,1.3595836490384403,1.0720506922365762,0.7831627084783509,0.7866172358928355,3.0,0.4580040081416211,1.611516248502192,1.268943503468433,0.6974094622679085,0.7048923098698839,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5218817830185989,1.504579486140185,1.200795131793771,0.724418861412951,0.7299941508198091,1.0,0.5159665697188325,1.5067539234349914,1.1784794197190225,0.7201833183385384,0.7301935577843106,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5725307126510439,1.4221891967552036,1.1053131022953837,0.7575832110153802,0.7564399082696095,0.0,0.4367379708923279,1.6285035169749564,1.288028283170912,0.66553069669326,0.6703523906541708,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.521220561274155,1.4981416773759295,1.1704388079391077,0.7257144514243792,0.7326883660258736,1.0,0.3545601290895672,1.774000452343781,1.3754955966492208,0.6079874558631782,0.6119752153167332,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5013536453127999,1.5423121288796429,1.2472469254372975,0.7167265522149723,0.7254142231293361,2.0,0.4359870792770662,1.6025268882585624,1.2972614048412203,0.6653646589082856,0.6691737453452576,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4879852723355556,1.5493842823877015,1.2500024272940862,0.704103654993722,0.7079098876059168,3.0,0.4845628305149998,1.5861592683167345,1.2970386962320282,0.7014151562336647,0.7178439461594113,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.5018959995174934,1.5438336069878984,1.2071560379862785,0.7111041063497683,0.7169256468104938,4.0,0.3858785584768524,1.6612757734088872,1.2888843982616245,0.6270642986969006,0.6338535806353987,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.496032369565308,1.5518405278334746,1.2367299577077997,0.7051873753411753,0.7122769387391814,0.0,0.4693342461517016,1.5483702563147652,1.223877809077379,0.685175358558541,0.6981169004339828,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.488116417620799,1.5490489330344992,1.2205820052975265,0.700222476094299,0.7074223373114417,2.0,0.4721816398014341,1.6041951040570217,1.2358235238575104,0.6894234537728661,0.6930716059378129,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5175858247559546,1.4983271249674863,1.1950963490284403,0.7224656767718317,0.7278104481980673,1.0,0.4383622404919611,1.6692825371480275,1.316890711511736,0.6623568122155539,0.6773776825333179,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5179935207543446,1.4836690457281558,1.170418329854042,0.7201648397647302,0.7254717029322755,4.0,0.459644891056182,1.6995877008368885,1.3390590393231143,0.6786204357933712,0.676693322157716,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5177291147708507,1.5210031084584943,1.2136579179190672,0.7228538368297122,0.7256431510202803,3.0,0.4748204292744379,1.5273222467513854,1.2147786553941469,0.6921566295810568,0.7042567026439732,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4854047596726182,1.5573917021374106,1.237256468748435,0.6974208245224589,0.7023026006879393,0.0,0.4373363120861065,1.6392126444116368,1.331496156155451,0.6614099134340858,0.6683526750044759,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.965820051470736,7.207681738095055,1.626777947380743,0.9827614418273772,0.9848743711613296,4.0,0.0976319880497567,35.242545111614774,26.857229816168548,0.4212876026604789,0.4575536522650001,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9959006041178522,2.326840201377892,0.3654957219950847,0.997948197153225,0.9980234057269888,0.0,0.0551060120122632,37.625029178589344,27.60964752373433,0.3363170738105474,0.3315475173580794,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9622873007709964,7.0644686490067015,1.5614131933175748,0.9809624359972268,0.9839817933430822,2.0,0.0172999353855607,41.20854652245467,31.334864734483983,0.3384037997444392,0.4058243515913876,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9636594967666982,7.134219407051284,1.5517837634331368,0.9816615999581884,0.9836413590652182,1.0,0.0587263893750141,34.83086712589189,26.784144439727445,0.429742417502133,0.3819449883243865,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9665330905010832,7.205221708655671,1.6085194627627006,0.9831241480975116,0.9851036195852468,3.0,0.1845188193758274,32.429862373947266,24.629997389234344,0.5199891658053373,0.474308927702727,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9670256805114236,7.209115326002208,1.631163356800496,0.983374638972075,0.9847862825093416,4.0,0.018847620167045,32.71969170937144,24.57656221626879,0.4187202178648571,0.4495012259455105,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.965780680062864,7.5629811998715555,1.8261583402060213,0.982741410603368,0.9843695251863832,1.0,-0.1823237078028556,35.21515399633497,25.02951770169252,0.3850481731678478,0.3729446190484644,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99615377602938,2.3742849859813537,0.3703792542846076,0.99807503532416,0.9978174098132184,0.0,-0.1026032246596764,36.460923415313616,25.806731024311013,0.3281176790553964,0.3015241189373213,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9958846258907612,2.33891818364234,0.3694241744567888,0.9979401915934862,0.998018006152564,3.0,0.1363760104777351,35.29417039682671,25.274865038924744,0.4151593321271404,0.408526846786182,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9688234499533818,7.085364881158307,1.5368104303322407,0.9842882961860896,0.9860195617172058,2.0,0.082396773113015,31.995031566259,24.14729818672756,0.3899987228845026,0.3485238768998705,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9959196203011828,2.289061838247447,0.3543117248855942,0.997957724737598,0.998104599763774,0.0,0.0451835380805133,39.289668069828494,27.68494447785009,0.350262277780665,0.2405308014959301,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9690119599718384,6.975246228447599,1.4635997718500682,0.984384051103679,0.9863343101788096,1.0,-0.0407380025979398,36.13949859210615,27.203385755414427,0.2819096530767523,0.218820855075305,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9955395611302904,2.264576300629935,0.3451376590301062,0.9977672881352596,0.9982612674376288,4.0,0.2567467192287513,42.68493991472916,31.945453120090416,0.5399774572433371,0.5360180145657286,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.966935623643948,7.097046436089676,1.5774419735698546,0.9833288482147028,0.9856586517360408,3.0,0.0955264378313285,36.25255519408755,26.018353129335978,0.389968233688625,0.4305412711960857,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.968380256425919,7.831898555580553,1.901135458915204,0.9840631364314704,0.9853485739982376,2.0,-0.3641949582900903,29.22721665839384,21.53641272168893,0.1823726196142841,0.1705680514209343,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9652168546518493,7.794109623004099,1.8404822660384104,0.9824545051540232,0.9833888151046812,0.0,-0.1658334315718082,34.62957605284603,24.686623231146942,0.3521376969272858,0.4039538661639003,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.963814909413116,7.364343264083587,1.709994236230713,0.9817407547187856,0.9839071136486462,2.0,-0.0794634515183745,37.51272306741803,27.689293805023667,0.3462154974336716,0.3559555414288531,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9957611846300028,2.2199996756718274,0.3354538392770936,0.9978783416541872,0.9982468971999088,4.0,0.2848778192533739,42.6784142395564,31.642331322776645,0.5951058568896284,0.5803859584065544,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9640738479446636,7.632475931041179,1.843213414104388,0.9818726231078234,0.983745457378928,3.0,0.1173560282338768,32.27973265614681,23.3400344951442,0.4607491503156496,0.445605185233937,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9963165826503934,2.0961714494348738,0.2771641302915453,0.998156592296272,0.9983481011247468,1.0,0.0172168107286313,45.847613559957125,33.603427521284075,0.4420840379531969,0.4269116735682617,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9621233606175116,7.657467909584611,1.8730201682843768,0.9808788715648612,0.9828416629786966,2.0,0.2441472303839161,30.662778516069967,21.89116522713273,0.5445910867010145,0.5352043868353246,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9633268709285404,7.397592681819746,1.7002644456200628,0.9814921655216324,0.9839140611656048,1.0,0.1990005053888592,34.20788227511689,24.84809018388854,0.4821578116379102,0.4839662430697727,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9959738468346342,2.210765430795573,0.3300889526340378,0.9979848931434656,0.9982693741650916,4.0,0.1206910624371688,45.09414385207529,33.8303568168665,0.4814952660295741,0.3739755032229897,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9842079516218578,5.088346652004514,1.0035066745443058,0.9920725536574644,0.9939962075908372,3.0,-0.2545131927302444,36.457173846167706,23.47172975874133,0.4338699591173139,0.301296876765898,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9963158404903882,2.2199900637522503,0.3237954954721899,0.9981562205299576,0.9981079573439312,0.0,-0.0165216310447617,39.070403963042246,28.57755551488365,0.4185736527734218,0.4785126664262734,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9668328588913168,7.5323006592625985,1.813164411934347,0.9832765933290786,0.9845909011004192,2.0,0.0232549298529635,29.93483930884145,21.22056420488299,0.4556486245197599,0.4212637262431427,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.995334801440543,2.2646858342090104,0.3386222071112903,0.9976646739011864,0.9981737165285716,0.0,0.3521846216517562,40.113395901636885,30.667733659752383,0.6090648798957307,0.5943082325204103,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.964269678454435,7.012705735139637,1.512943661009287,0.9819723410293756,0.9842180787544,1.0,0.1013332461943862,34.89627045621162,27.43349682529183,0.509350559409314,0.4879670032969322,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.967976176976656,7.312783995462455,1.672608750041749,0.9838578032744724,0.9856671226537695,4.0,-0.0152723350701158,30.630306580703067,21.27279329827084,0.3034444692743535,0.2885087225578945,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9690342007143944,7.139213813260969,1.55462131336188,0.9843953478025174,0.9859412307660004,3.0,0.0869998460028786,30.637715648650858,22.08796250792534,0.4744267121665972,0.4513681159259792,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9671865242693048,7.718166973820272,1.834792881984449,0.9834564170932408,0.9849495663197302,4.0,-0.1875273386458757,30.771086217119542,21.67207519248181,0.1668205830997533,0.1793707382809422,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9688136817820536,7.052791042387706,1.5411683899379085,0.9842833341259106,0.9858771075740108,3.0,0.2866055460741283,28.095510408396468,21.386908393751742,0.5641400693801744,0.5803383646597172,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.965484271516828,6.876267011790716,1.4642418309697542,0.9825905920491302,0.9850873640410184,1.0,-0.1432728652258759,39.11783511397112,31.38934059467264,0.4814667899356529,0.4903223649143017,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9668186082686954,6.933811731215695,1.4791153651362738,0.9832693467880168,0.9850699348043982,2.0,-0.3398635981566549,39.04035793367631,29.699981260023087,0.4136961438122752,0.4245485990180715,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9610171299141916,7.511097280901887,1.7605084214134148,0.980314811674071,0.9827839956274104,0.0,-0.0119365400180426,37.39825950196764,27.6015435526822,0.3836389585775683,0.4218205325843329,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9689153842749778,7.594354285591306,1.770361100404836,0.9843349959846694,0.9856516986345611,4.0,-0.3915975268343832,30.648742271710784,22.33242173257081,0.0689319222110571,0.0998089439021387,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9674789824038662,7.341440575401683,1.6583417494551256,0.983605094778928,0.9850503157230436,3.0,0.0011108551000494,32.87447612075871,24.302778347745853,0.405945480610629,0.4283743153104253,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.965010104282683,7.272152702467586,1.6386395699169822,0.9823492781817744,0.9844079413844472,2.0,0.18110706989472,33.16749195714289,24.9429466080914,0.5271958194142139,0.4829217180559117,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9700117952831736,7.293602685758478,1.6300631238782042,0.984891768332214,0.9862495905382002,0.0,-0.3433946786197146,30.217150101834488,21.780040476423974,0.3029871597606042,0.3225807879427003,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.966951086238749,7.222025184660669,1.54034825805505,0.9833367105398132,0.984998908481812,1.0,-0.1903890733341908,39.00218003409608,28.25130436769572,0.3126242659835657,0.4040748262552621,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9956507600142884,2.4330803485224446,0.5090689590817669,0.9978241612630652,0.997775800042386,2.0,0.0469348971241262,35.65595426622576,25.07075162741685,0.348570238525317,0.3475750138690656,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9659897236736112,7.288070325813224,1.8066173934407903,0.9828495665018178,0.9848872396383784,0.0,0.0723324176994572,35.37908055670179,25.959267582167023,0.4263889095071211,0.4306146601049705,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.967608831061026,7.817741880527799,2.0996777038939864,0.9836721915024172,0.985351840262296,3.0,-0.6794694244859654,30.41650744483705,21.38943727195685,0.0883459157946967,0.1104407843345231,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9664359300337164,7.215296046787783,1.6842497449907057,0.9830758835267588,0.9848439480670088,4.0,0.1805856794175196,33.10525240150298,24.839817737276004,0.4826754660210561,0.5363621168387402,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9654922420495382,7.41407196859774,1.835935238504424,0.9825953127164556,0.9849607408915444,1.0,0.0652901789277152,34.07869134319763,25.008731890231715,0.4071616211468318,0.3433391571965954,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9131917481107752,11.505997747935496,2.7248543901491256,0.9556106676702744,0.9794117621143592,2.0,0.0862501949278315,35.796100521016804,26.421232262211465,0.3881463621046946,0.3661063587694764,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9896485848827062,3.701620283918828,0.5558626671968812,0.9948108287396754,0.9951816726351452,0.0,-0.0860499096600417,39.95694213517398,29.281212901453816,0.1386027541643057,0.1509347250444825,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9056203736333708,11.949351446969263,2.954597975833841,0.9516408848490264,0.9760824499924128,1.0,0.2222974155052932,32.63117203151111,23.39352220963454,0.5474422247017763,0.5765301023428522,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9917495353410468,3.3090500944356025,0.3908677160724806,0.9958662236655972,0.9957332201111756,3.0,-0.0870457225907477,39.06422894865153,28.613944793490308,0.2112417580874972,0.2833493133711171,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.908873400671772,12.668652203872814,3.2370816247933503,0.9533485200782894,0.9754733674231852,4.0,0.0676129786320491,28.95267062123427,22.32828864473648,0.4280498189333347,0.3816990382704234,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9106064277343332,11.804359065444192,2.713688407756869,0.9542570030193032,0.9783311364880554,3.0,-0.1313643314977799,38.71843007064433,27.13284700075785,0.2268828403805972,0.3168054687484641,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9028420151168488,11.441015397689704,2.669668334661365,0.9501799909424332,0.9777569012957892,4.0,0.0564984513653277,39.87756627155341,31.919487637305505,0.3327075001180776,0.3543525767096845,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9109498911942554,12.360597013458309,3.0817496993931592,0.9544369498568808,0.9778738099209292,0.0,-0.501710971288116,35.23843452256411,26.46753427650969,0.0001536932264924,-0.0981729367826628,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9033272666147716,12.680562656303175,3.218383032680126,0.9504353037788368,0.9743735690084404,2.0,0.0883479115291356,31.86429927857954,23.02571037916563,0.4451766848859214,0.4854342951774055,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8966999961923545,12.531287428728255,3.221197214978133,0.9469424461130628,0.9737796688542262,1.0,0.2044848004448628,33.28917865711532,25.237296131241106,0.4754820619965121,0.4591356275036586,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9033246477794578,12.102506716565584,2.85321838715406,0.9504339261027536,0.9760362810997102,3.0,0.0144171152694589,36.469390245827086,28.38246601023445,0.3218856682179698,0.3571706124243792,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9026085935006752,12.411760099042274,3.136851670375393,0.9500571527960706,0.9745056872931024,0.0,0.3064484158563249,28.921672651158865,20.530813259273703,0.5927795227408197,0.5667408824827193,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9149939684846324,11.478638267979722,2.6880222212237537,0.956553170808264,0.9804587034638064,1.0,0.0721293463630036,34.526611564954564,24.469784027341912,0.3641236304994777,0.2998641045897439,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9064833216274978,11.559467158564503,2.635220171549468,0.9520941769111212,0.9769368258920256,2.0,-0.1396080740788563,39.508604046923374,30.770794691206262,0.3819707905134425,0.3895086632412325,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9126518696863644,11.57218405073894,2.7055452403414577,0.955328147685067,0.9796546665787892,4.0,0.2187486808661181,33.14296791205926,25.642980813932425,0.5185621564887435,0.5378302358360897,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9046150742675432,12.219802423598452,3.0399031388114475,0.9511125455662448,0.9757410166807025,1.0,0.010776372393276,35.5910209438294,25.3857259086899,0.4315931053999431,0.4279237587258248,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.908046284099853,12.259619710331611,3.0248487260890697,0.9529146258487368,0.9774380604769642,3.0,-0.3670731634710342,38.54534951542788,27.959571553944475,0.136686091631069,0.1664745243739503,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8967269864213389,12.617856061559753,3.241092756740428,0.9469566972656502,0.9730329419451536,0.0,0.1967633323712079,32.14843657057235,24.037770812803053,0.4870950819248489,0.4711685414061285,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9098832881162372,11.6454404064524,2.8131369400722925,0.9538780258389548,0.9787187016321294,2.0,-0.0222847380448383,38.99682103129139,27.53992187654729,0.4667749094581114,0.5041369169882989,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9910705062090758,3.39705473587416,0.3842220808330734,0.9955252414153966,0.995463180899713,4.0,-0.0418103740172246,40.71132908020317,29.95829837998944,0.2434326498500365,0.283558124836658,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9112616420518184,11.583039769559868,2.783245734686729,0.9546002525212542,0.9790397588906052,3.0,0.0911232945087598,36.50112949733892,28.36682337871412,0.4003675286084266,0.3999205244261734,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9031837874993686,12.799902415051468,3.3901966935045764,0.9503598200451622,0.9741044723027822,4.0,0.0695271256964656,31.55303135061776,23.030297283871864,0.3901631717110411,0.3901220970873517,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8928947126107103,11.935644342995644,2.818652012758906,0.9449310623931136,0.9745698901170864,0.0,-0.0881097803700441,42.847753162046665,32.05518356690698,0.3179384068933386,0.3916802927351518,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8889310037002176,12.72076780691878,3.3485005747191585,0.942831376104716,0.9720204071820444,2.0,0.2269957912491571,33.931775710805105,24.793817800644792,0.5101392110181682,0.5237591407264466,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9088115210395864,12.267113467075776,2.9305357652547106,0.953316065694435,0.977182024752359,1.0,-0.2922527883544246,37.98789872148858,28.05133767873426,0.3052220058515337,0.3062585275377191,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9083316345667096,11.974519698106986,2.870704946867785,0.9530643391882466,0.9775882635404388,1.0,0.1981700834888753,32.458528809937135,23.554509479776023,0.4752135183238752,0.4745058765436618,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.915912207553175,11.900313731731076,2.909657243280234,0.9570330232791904,0.9797008965112162,2.0,-0.0826126055295777,31.00233661249176,22.192887047856978,0.2508413255261768,0.3017542382867899,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8778288923885869,12.294622990334927,3.0782690970124147,0.9369252331639288,0.9705064818266672,0.0,-0.4071203711940685,42.23748732968459,34.7336974711429,0.0424707428522451,0.0026840275409501,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9132481315307605,12.171925149290017,2.99466136962286,0.9556401684677154,0.9785582547480436,3.0,-0.1235618666274018,32.82677367650229,24.540097103800804,0.2644152801089136,0.2419370350614824,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.906330210407218,12.149215269298152,3.05505123629107,0.952013765904002,0.9760033200883488,4.0,0.1906939556120378,31.52651552557686,23.145849952780782,0.520745114689602,0.4682232274039938,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.896178759631085,11.832225306171912,2.7601979748273,0.9466671852973164,0.9747412216954762,2.0,-0.4385138616509954,43.90329784180663,33.072742597844275,0.1619613034376536,0.1981442946641412,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9913003331453918,3.2682420998960584,0.3557048831911956,0.9956406647225968,0.9958040605761684,3.0,-0.0195675946249693,44.87798457636165,33.6448164644656,0.3274057572891542,0.3020591834748508,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9136478136740096,12.143897744039666,3.00809976408556,0.9558492630821066,0.9783449916835436,0.0,0.0747850365427362,29.45073417843816,22.29683978852941,0.4498106275743467,0.4232385418243137,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9076969300176236,11.327074739275837,2.54550828499702,0.9527313000499122,0.9790196784484416,1.0,-0.0184354914005129,41.67911806469867,31.538956832089653,0.3395750121005956,0.3533768516039309,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9033813411802364,13.12504212140186,3.4166912609489675,0.9504637506131844,0.9737508204608044,4.0,0.0120895631469585,31.25864333288776,23.103182731705743,0.3849508425049137,0.4154673463479124,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9072565132340796,11.849086653822887,2.905417540613427,0.9525001382242556,0.9766750234265896,0.0,0.1315829661722269,34.92597625489582,25.97008885377084,0.5001989823163268,0.5019872623487895,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8883158259490481,12.13653222219276,2.9210639192613987,0.9425050801019664,0.9730050744057338,4.0,-0.1727153320940566,41.53986640784888,32.055119821781496,0.1530526840222736,0.1867515237223851,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9105899073174905,12.372281707583412,3.080795870163999,0.9542483467986216,0.977176173741328,3.0,-0.3257159234607518,34.79689166430586,24.235610220639824,0.1365355166540695,0.2005873660991921,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9084898216078532,12.17490962687416,3.0672592531823173,0.9531473242125528,0.976511083742318,2.0,0.1463496728334822,31.03266659776275,23.54123651914737,0.470014397864864,0.4645525603388789,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9133008783237796,11.572076745121077,2.676765761743606,0.9556677656885836,0.9802838928338032,1.0,-0.1601619672351759,39.80409492198067,28.91078149361857,0.2963080440346122,0.2634607419967469,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8871625204920921,12.05838046374656,3.088492859789984,0.941893715369766,0.9722420401845716,0.0,-0.4847567423562697,42.00732314629066,32.193635293291884,0.1797935629301896,0.2031756063617929,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9018406477933536,11.46196959515485,2.815358288158869,0.9496540048822916,0.9772580809616204,1.0,-0.1938714367548815,40.54845724675717,31.32313698238884,0.1813364498356596,0.2102805618357393,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9080730091138124,12.417761743688056,3.1571760447681867,0.9529298090899088,0.9764061053149368,2.0,0.0127293875333718,32.477469334042205,24.3603366783014,0.3855315968426522,0.3753240929479981,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8985590722150542,12.022583807328644,3.0009234812808367,0.94792406272944,0.9746713224454326,3.0,-0.0579016152235907,38.52044298445316,29.42693074566156,0.2299198219851302,0.273120635984428,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9074346293929764,12.503064649663578,3.3565834568899646,0.9525943818607157,0.9749710968602692,4.0,0.0740188988461755,29.931505578471885,22.010605158031662,0.4599363934684491,0.3827069158409223,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.957953209816285,7.933217725588602,2.077502090589152,0.9787508415760334,0.9805139181218384,4.0,0.3782608371053096,30.480214311643472,21.364615020901848,0.6310896108546447,0.5553064551806194,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9627449729930444,7.26386453520928,1.7221784362714168,0.9811956854113536,0.9829666450657948,2.0,-0.1662164281580316,44.546421079058064,34.999075196159446,0.2336318838453329,0.213682781783188,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9580172549420756,7.970202626947448,2.09693455904996,0.9787835588216568,0.980445351069401,3.0,0.3524613225014791,30.213760052175733,22.0597967739314,0.6152935034444991,0.5801040486062152,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.963420936453222,7.771341705887584,1.9137648664358289,0.9815400840097216,0.982238197039718,0.0,0.0627972209116106,31.60715025332784,23.88425782234267,0.442259637789998,0.4449327452101321,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9885501846380228,3.64462209792774,0.6615557804429851,0.9942586106116142,0.9943370896120448,1.0,0.2836058614407507,41.61946391558888,31.89445171631045,0.5613112327139682,0.473536779201208,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9939746988447236,2.6708107874654745,0.3870294186080717,0.9969827977222254,0.9967869709593604,3.0,0.2683455900229865,40.13813174021713,31.06247089109171,0.5517855103675304,0.5187509544223678,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9963404259336532,2.135072658493982,0.2399986693528673,0.9981685358950996,0.9976697467338344,4.0,-0.0025433633378357,44.26464406087929,33.72426482980758,0.3538569753827505,0.4066554839136607,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9641309424452772,7.881747873659591,2.0336393283557794,0.9819016969620198,0.98302566990977,2.0,-0.0342087608731254,32.96446227857694,23.80469631192648,0.3088092510374675,0.3084223999380017,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9653239379613144,7.557594215193959,1.8086745494354668,0.9825090015011312,0.9833843612754056,1.0,0.0644513710286625,32.25978573761108,24.38655667918473,0.4007386722471194,0.3964477606930712,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.962499663715967,7.859542094523734,1.9575386103428205,0.9810706721668944,0.9817166563181042,0.0,-0.0600873893374438,34.24182798285781,26.13894261541918,0.4076788708240351,0.3686816564657444,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9647242028142806,7.209311344688351,1.6040871428689394,0.9822037481572043,0.9833026910518528,0.0,-0.2322712919180969,41.63863328404759,32.54522244126615,0.3861949142715422,0.4097163266385397,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9630142044663396,7.565292733466526,1.839841020269786,0.9813328714345616,0.982859689000416,1.0,0.1624482549143696,33.0941368883644,24.70896391270711,0.5013247216182348,0.4971119676804847,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.963827117528286,7.879992003603792,1.9955902001135224,0.9817469722987808,0.983179996018869,3.0,-0.3018756783237755,32.29498451526312,23.651062711190967,0.1977445643754509,0.1591863548232332,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9645500280666128,7.85213440931539,1.9407163915634589,0.982115078880585,0.9824285956683596,4.0,0.0558151294389357,27.95597832575944,20.61451022237793,0.4752280204260333,0.4409126198205375,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9644156264819462,8.28152693301396,2.2710826710110283,0.982046651914463,0.9829917240042764,2.0,-0.3302485840753062,28.53251152421992,20.521086032295223,0.1675619758453583,0.209449420915634,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9638200900956556,7.46761885309132,1.7871486221359194,0.9817433932380332,0.983532205105118,2.0,-0.3772906146560932,43.89946953155143,31.47934471808757,0.2715201009531679,0.2902711603483643,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9899277115930988,3.492308973919122,0.5608674130946709,0.9949511102108088,0.9948883089525726,4.0,0.0919487165107852,43.331216869614,33.133423146438595,0.4369154710758322,0.4147315750411974,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.989718240224414,3.514959480655925,0.589442354350613,0.994845837466961,0.9944429382947574,3.0,0.2109040103630381,42.45639212192175,33.24372662315825,0.4862455607002217,0.4226079972482503,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9639120156469924,7.706042722714666,1.925435777599312,0.9817902096195376,0.9831474126885992,1.0,0.0311832038983221,30.075571351813466,21.5983407611302,0.4110191944987889,0.3466309144094657,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.99399145676102,2.7050739210793435,0.4075051702787736,0.9969912020057384,0.9969577619765412,0.0,0.0987871836371409,42.91904502024554,33.88052857917981,0.4032020739966994,0.3254289607429925,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9619042932739388,7.807023332031348,1.932051328696773,0.9807671963009136,0.9814763592972108,4.0,0.0449976112286041,33.30869503963806,25.5176552977498,0.3936320569515563,0.3655193299476853,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9646155364450296,7.261501016705723,1.6407560755578563,0.9821484289617876,0.9829809187672708,3.0,-0.7349080060370055,47.85368980077109,36.16474886905903,0.2322010580529799,0.2488072196142454,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9615280570966864,7.906687984657395,2.0854236456300788,0.9805753704688294,0.9819421639501894,2.0,0.0413362767744722,33.3229737629515,24.599079112337648,0.4207513566082471,0.4086561319350977,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9637809599991592,8.214374282468155,2.1952094376129203,0.9817234641509602,0.9829329469329792,1.0,-0.2155418842767316,29.276466585231063,20.92700250712748,0.2588188410157871,0.274238617249274,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9582213874424084,7.797897288044268,2.0103519686108697,0.9788878319473466,0.980766189521329,0.0,0.2703170914380121,33.84834986743168,24.9596320896366,0.5761114679540946,0.581017463743274,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.963608034602944,8.049453804044866,2.1097672700867003,0.9816353878548478,0.9830480163857138,2.0,-0.2242698852177915,27.74815272884713,20.59928949226768,0.2083352495567821,0.1860623682567571,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9584056300119695,7.69345190842172,1.924472468504559,0.9789819355465248,0.98104397261735,3.0,0.2588635092298662,36.08120877311644,25.16789332684389,0.5424893070665424,0.5705695268057392,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9642721059242624,7.588019481455975,1.882856778178312,0.9819735770370605,0.983442059086484,1.0,-0.0146327541275403,33.659191541507326,23.991415192827265,0.3058026899227502,0.2918334828896537,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9658780604442836,8.142757551469174,2.1408171874620847,0.982790954630536,0.9835830324748042,0.0,-0.2607579492350009,27.431957310320943,20.35930128644956,0.2067871549951908,0.2068301072505494,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.957391592923332,7.906202411451435,1.9966600286919287,0.9784638946148771,0.9798029088577354,4.0,-0.0825250661123448,39.1119725383076,29.245011942626068,0.3628362468923797,0.3202423889010438,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9921320437444788,3.353199290663254,0.6146450065903578,0.9960582532372652,0.995580497706248,4.0,-0.7411894001248962,46.622595660944505,34.544256441827194,0.0075520848108652,-0.0324142436077866,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.96081326793637,7.5078883053705,1.811600655666248,0.9802108283451548,0.9813444839812449,2.0,-0.030151183715755,38.47667687750477,30.36065871054167,0.3723591856831603,0.370843930501903,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9938822297909636,2.7372947347758863,0.4085147434877755,0.9969364222034468,0.9970577715114264,3.0,0.0430178290204834,43.55487598415465,32.52657863655632,0.4023509400985796,0.352538691995022,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9592706034164536,7.794185671587943,1.9783226951374668,0.9794236077840496,0.9809265298336886,0.0,0.1743052781433025,33.06868953871199,24.961481796109627,0.535974386898832,0.5474352594713859,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9891718559190394,3.6049310056052826,0.6217364899392278,0.9945711920531108,0.9945731267617788,1.0,0.2472080297870353,41.11602654425975,31.06675638330609,0.5252780399578479,0.445829545321596,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9628398234390508,7.347221744625228,1.6885940546487863,0.9812440183303552,0.9823017215264984,4.0,-0.0870488410994967,40.86544719378904,31.443353204862923,0.3048040129492471,0.3089947695246702,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.991481025226674,3.280348770010082,0.5156576859752318,0.995731402204474,0.9953311237033782,1.0,-0.0304977810883264,39.74300412740227,29.8116491207244,0.3611953545634023,0.1632679066427231,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9553229419590828,8.123489831519464,2.178488357983688,0.9774062318481318,0.9789982749724244,0.0,-0.5203731247390904,47.28639347865652,33.93318638869028,0.1834057332428655,0.3033344280287069,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9634234667395144,7.936543535138344,2.0865727498904176,0.981541372940834,0.9832308452530196,2.0,-0.1698757578094545,31.586788206669567,22.58026532115241,0.257945281757464,0.2584446695640874,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9580790420868774,7.924041479544633,2.007201936145407,0.9788151215459072,0.9799232251587524,3.0,-0.1237777375365349,39.06926991265863,29.8500945611996,0.3503480967096485,0.3619370321745215,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9572412734335846,7.545689817703222,1.933388326172672,0.9783872199315696,0.9801878560730732,3.0,-0.3396932165187534,40.05838984611237,32.35213868033465,0.2794439119223679,0.298829391346971,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9623811311407556,7.588282880184921,1.8592549147919968,0.9810104659657786,0.9820325276489028,2.0,0.142619075668683,34.482043283106904,26.337755063282813,0.5004096080317031,0.5211654590894248,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9626376473445843,7.662705670217295,1.840029032892453,0.9811411136365308,0.98184546749306,1.0,0.027178667939565,35.18279014363559,26.3664602565657,0.3507730715277436,0.4153032213258486,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9905592584091968,3.3063023686605,0.6274113168935754,0.9952684808621646,0.9954099564457798,4.0,0.294650551083725,39.37988702424254,29.74530506868476,0.5543334945829304,0.5154105128555427,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9608245477547026,7.430359732410079,1.843561200291705,0.9802169473812512,0.981432863553153,0.0,0.1771306601074415,33.54699088561535,24.647973902891312,0.5404868434741945,0.563469040665214,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8904185567168629,12.68415619923046,3.467625699618897,0.9436199217940532,0.969460264190936,4.0,0.1262802638359419,34.61002475018964,25.00025845941688,0.4838082441433128,0.5332289093087758,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9051764073660964,11.63106715635734,2.9061375335298782,0.9514075926952208,0.9763704343502182,3.0,-0.3528952498258315,48.8774393437949,37.467971990248536,0.033675327338012,0.034003118241775,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9083044561195248,12.534014001655748,3.2610729777628733,0.9530500806234976,0.9757913808842138,2.0,-0.0560271231813651,32.07725913515133,23.799246949460134,0.2854883023222929,0.2612689233411859,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9081581982206826,12.08287607858996,3.099267019432729,0.9529733460559958,0.9761755927875058,1.0,-0.0355155690631217,35.638390650020014,26.66972394694148,0.3882052725579749,0.3402015454269138,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9810755889237638,4.683519708875873,0.8561728501120032,0.990492599211801,0.9907137900403766,0.0,0.3917335214684435,37.18682766118416,27.326112335000232,0.6359005417257046,0.6473490219273261,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9849841520793544,4.53635697769124,0.8273223929497652,0.992463678018817,0.9925336842258032,4.0,-0.0306106360156239,36.458903782520274,25.848693746207413,0.2933230474823657,0.3751825054002689,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9029773043061252,11.852823398103794,2.9587452137933226,0.9502511796321302,0.9731670919551928,0.0,0.0013653768123083,34.50088728420634,27.30168383638636,0.3544974250847645,0.3285661959401123,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8918934814426284,12.13389867556364,3.076499297604875,0.9444011232187828,0.9707117515445968,1.0,-0.0247755808649072,38.65240218287814,29.00108356484345,0.3328202463551659,0.3385421827165961,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9071699682482186,12.517177285162374,3.3807362194548207,0.952454706703626,0.9744698767581071,2.0,0.0750245372521588,30.274462122442124,21.984941610579792,0.4133435324907092,0.4210141801496698,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8921758240025016,12.133898666221528,3.076463317979148,0.9445505937178912,0.97065149964486,3.0,-0.3211051871027062,42.12986792125754,32.217876308510135,0.221100123565926,0.2461605853955607,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8959197519709969,11.715215711226747,2.986255344378001,0.9465303756676686,0.9734992841579142,4.0,-0.0659753125404376,41.53238803096075,34.52719033940174,0.2258509661184255,0.2644382392338653,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9042009058509216,12.594846195841376,3.3572261264766765,0.9508947922618758,0.9738862236750976,0.0,0.0836188748912624,31.187665248990868,23.690064644463348,0.4396298665672535,0.4387268136108012,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9051515672797256,11.826979044341208,2.882416461683289,0.9513945382521124,0.975227799955075,3.0,-0.0244594273579086,39.64946221707287,30.28562927839384,0.3111989695479927,0.3547930206413505,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8910262802955154,12.789498346762132,3.464213469480624,0.943941884003804,0.969739487254587,2.0,-0.2333241211639063,40.961519685952965,31.33781597817188,0.3927284163195652,0.3987210610337748,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9043439812885744,11.86323552305397,2.876187708757868,0.9509700212822054,0.9748813270643216,1.0,-0.3572642425711483,44.60037925953702,34.811298017516066,0.3667389407723066,0.3886855127829118,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9139961199398372,12.314088955280818,3.30636815165191,0.9560314430008908,0.9776941129076452,3.0,-0.2017773991376956,27.67825382613797,19.51986451012748,0.1559290482423806,0.206403008834799,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8919430274406513,12.76561480247994,3.4504995123968043,0.9444273542870034,0.970054294540598,4.0,-0.1847176133917447,40.38359599531288,30.23182770450828,0.2858977538892749,0.2550616697424622,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8965158020471203,11.959280420923918,3.019612245334502,0.946845183822511,0.9731371537411156,2.0,-0.2676041986941881,44.76723510669893,36.61969411712095,0.1779822625241179,0.1566974296613023,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.8916331063332702,12.207835385165923,3.126915932829663,0.9442632611959948,0.9712474047136628,1.0,-0.212674231538672,40.93796283115108,33.26497794694538,0.243614040937992,0.2437014475255214,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.907701365680272,12.521693060281184,3.382858450416909,0.9527336279078564,0.9739787230545324,0.0,-0.2534927974500249,33.47300225211505,24.762151884805583,0.3236076101831014,0.2874299175606485,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9058760079133052,12.398838871240546,3.314508460431185,0.951775187736222,0.9760714867126108,4.0,-0.2771942629717612,37.00921072594654,26.77557272128844,0.1716254241560427,0.1207509349169431,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8953130717859854,12.727882065450682,3.4944367286751765,0.9462098455773418,0.9708603901088904,0.0,0.1036920577134401,33.65570796010977,24.744748275650984,0.4569494963486682,0.4344260104789816,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9039685728780606,12.787705326043788,3.403760323491161,0.9507726189469716,0.9731093957637532,3.0,0.042699070667828,31.1678783423736,23.101490189992745,0.3963439800235728,0.3928793363574479,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.982664714061672,4.7775136697612055,0.8752896734108742,0.9912944639162432,0.9916867185752904,1.0,0.1076817781841577,34.24988888117274,25.25874964505194,0.4467637999814042,0.480981371217357,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9061111598643826,13.526044712169872,3.9556156427916,0.9518987130636508,0.9736174351676344,2.0,-0.1702538737028067,26.96259918984873,19.25821864516201,0.1995939309856723,0.247259424725466,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9116235915575264,12.143574585850702,3.210063067016761,0.9547898154495604,0.976698727156762,1.0,0.0214779031333369,29.635863831999977,21.22815854592984,0.3079509448690466,0.1609353046303612,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8950040775317307,12.169870090425595,3.0139356582156225,0.9460465515003248,0.9723453537471476,4.0,-0.0909097547792054,38.85211379037041,31.93451292928988,0.3431566248059322,0.3195242496507474,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9109040997416792,12.74162453494365,3.540540027631367,0.9544129608436716,0.9763730894215964,3.0,-0.2215002746291894,29.538961665425138,21.572137844814662,0.2021064451719835,0.1828605268794615,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9034677124279076,11.751505570996734,3.035484014553254,0.9505091859220152,0.975855288334179,0.0,0.1833301319167944,37.52886919085629,26.93717721643199,0.4960891071413663,0.5511976652679199,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9071685473851124,12.600538434755675,3.4553856660426785,0.9524539608262146,0.973498757005626,2.0,0.2631418251356835,25.53477273794816,19.180937422724952,0.5685490792430713,0.5288132298019284,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9043530899734468,11.729114369501596,2.825739349164877,0.9509748104208428,0.9753952424043788,3.0,-0.0408602591714648,41.69958767586619,31.69390602131744,0.4014363368280317,0.4398714926774166,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9005251927016888,12.64846933142418,3.444604220589294,0.9489600585708976,0.9730202603913074,2.0,-0.0114217338948547,35.04876629144934,24.849048076573187,0.3708769838135914,0.41484701593694,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9001374562543215,12.871993584842318,3.589930170030964,0.9487557411368026,0.9717924378209996,0.0,0.0438069345040664,32.44347260901157,24.00765885788867,0.3925524207174792,0.3440590106291341,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9047399160111236,12.638038730575328,3.4860474211163983,0.951178172627786,0.97297384797836,1.0,0.1410591050455143,29.1529783798202,22.00170191039448,0.4884461080228131,0.4850137876717244,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9824798166906612,4.49359300701924,0.7778890413149003,0.9912011989673032,0.9914612378185694,4.0,0.2817790950912608,41.87043439375948,31.97051294888657,0.5848722609613951,0.6137699038343994,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9830361478452658,4.656258294504202,0.8641309692617608,0.9914817940734024,0.9919932191329746,2.0,-0.0127613186747084,38.81898692867349,28.163090254891216,0.240053587612652,0.3167894314454714,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9083375063423276,13.321059234140284,3.7612510359598272,0.9530674196566274,0.9741147919503884,0.0,-0.4457142593557333,30.4862641543912,22.1857350045491,0.1709278199492362,0.2310278787243534,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9869169559455916,4.1172976494362725,0.662896843380489,0.9934369411643768,0.9931367494891218,1.0,-0.0097210997472576,39.87348004398144,29.07207187977448,0.3142365249951174,0.3235009221621244,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.8912101431766831,12.171087618148134,3.0953513063349725,0.9440392699802548,0.9703235844182844,3.0,-0.2506546182816782,40.4536231253536,30.38621022668825,0.265239459862542,0.3388282964310025,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9070240197498152,12.177014554916592,3.073601101329004,0.9523780865899258,0.9749101516918324,4.0,-0.3617527755041865,40.182696859549495,28.76604543871493,0.0934207210583709,0.0952897237921807,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9110399406575118,12.271883053478636,3.297310265310801,0.954484180504248,0.976573949226255,2.0,0.0855880680479044,29.359442988503265,21.444236594107416,0.3681040822093394,0.3738909670737187,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.900720088798822,12.361277822370653,3.160108925245146,0.9490627999392258,0.9740679674316864,3.0,-0.045806006047345,38.40936445623296,28.266033476541107,0.3540008987928712,0.3951380287874247,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9063990586462772,12.600209061483172,3.400839623239972,0.9520499898059392,0.9752481166132342,4.0,-0.0419118837612526,32.58321478614453,23.55301708081245,0.2531313928590927,0.252757303914611,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9051271374977372,12.78967685126448,3.580219700546833,0.951381735976906,0.9737453745595396,0.0,-0.0505109464745412,32.03287482612879,23.73899929729001,0.3163870749389844,0.2808276318784125,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.886531845312642,12.228412488591896,3.242209730763319,0.941558270654697,0.968990751286896,1.0,-0.3117076813712185,39.39989607877713,30.82827079825703,0.1844884364042993,0.2096081463159202,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7484041380983438,18.211637003736907,11.519083298558854,0.865103541891425,0.8248873563462745,4.0,-0.8560320411026026,49.43169941929868,39.306161723344665,-0.0076560519431427,0.0015131914983181,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7803372952656173,19.525460576980176,12.015994414774944,0.8833670218630161,0.868203161589323,2.0,-0.5947667165838499,36.09064907351654,25.809401998445576,0.2016739158635712,0.1761567185898754,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7931399358858137,18.14441892865652,11.230488578380466,0.8905840420449608,0.8663024624173068,1.0,-0.1110903571544505,37.289129763384494,27.09304924129957,0.3704649523337276,0.369421429092694,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8003217032367613,19.32946582679256,11.781932222502835,0.8946070105283046,0.8879064466406532,0.0,-0.7454960137181454,34.31170297403563,24.03909486150611,0.1433452934199053,0.1845814997214957,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7685076419093819,18.15115342037694,11.180827421709235,0.876645676414444,0.8446520886416803,3.0,-0.3001205413972858,45.66507637680553,33.84805354848864,0.2317964230298836,0.1928683843803084,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8025607015142748,18.78249437316132,11.501636897829592,0.8958575230259749,0.8831939869046413,4.0,-1.139089578206376,40.3389447816264,27.23267635032534,0.1057899378865498,0.1690062214482286,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7803979937999183,18.31378095036074,11.330461477919863,0.8834013775593896,0.860260621138851,3.0,0.0922577880504755,34.677579869616714,25.49756015998702,0.4913273388276351,0.4643221972720145,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8050129501687191,18.765851359984072,11.60625387623895,0.8972251390974696,0.8846488474988102,2.0,-0.2534227574860082,30.964800028380164,22.206711410678665,0.2421960677683751,0.2569956682457884,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7652133651860753,18.58546712452844,11.435429191561452,0.8747647485351346,0.8742967967336573,1.0,-0.2253795130239415,38.35458188129176,28.233162467598408,0.3144388469867576,0.165153293218202,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7725722066567153,17.80794232870505,10.95414554486936,0.8789608675978258,0.8739589433998172,0.0,-0.2017212563794799,39.91354811077729,29.47191824227834,0.0926741655654717,0.0588149892551455,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7975067645285447,18.076956261499102,11.08440510917757,0.8930323424252358,0.8751698062529267,3.0,-0.1077626651243668,36.70722362649847,25.377156854562088,0.2585620359661685,0.2553862986939837,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7944792587962514,18.6450323224437,11.543157667130114,0.8913356600465412,0.8726821509649486,2.0,-0.6922355519112509,40.325714495299074,27.97075626461902,0.2315098586279925,0.2546555756806609,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7866382005422792,19.197515173871,11.661558486335132,0.8869262655890355,0.8654941910491214,1.0,-0.0238702245353761,30.70872946149109,23.4002440811641,0.4530000242474195,0.43698383319493,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.779337639504346,18.688483930775813,11.719806254655488,0.8828010192280864,0.8584381684720138,0.0,-0.4963993175513475,42.77815071329224,30.49366220028694,0.2467423321982224,0.2540447411010557,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7574917359825477,18.535442016619847,11.364389376063269,0.870340011757977,0.8713995983417795,4.0,-0.2868686894378032,39.88750602111998,28.227362387487847,0.1830952361295344,0.0049430102314854,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7748587476758735,18.26279721178153,11.600371453564076,0.8802606135398898,0.8522935194014987,2.0,0.0700489079333828,38.74011168736714,26.300075254787583,0.4110291545688143,0.4063277040399663,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7719227525623469,17.236836399751358,10.65508230333054,0.8785913456526901,0.8364479502954834,4.0,0.0317549687597096,37.88723169807008,27.253561742647424,0.3741630978061664,0.4329057190285472,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7914251907371103,17.353978554393183,10.590972165034296,0.8896208129414644,0.8500137721419063,0.0,-0.3366175827960698,44.603982649237615,32.836190936016365,0.2724060031167106,0.3280307586368927,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7570172980354473,17.87256178756925,11.27647382903602,0.870067410103297,0.8330038893894968,1.0,-0.9517250882282984,48.87786475796528,38.14305561822796,0.1878435129523583,0.2288093821723003,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.778657051668191,17.289762997275368,10.697179876787688,0.8824154643563762,0.844786818573389,3.0,-0.14697544021667,44.808008012780746,34.04934804150388,0.2304899032289777,0.2700984382303284,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7363062801060456,17.858021158179124,11.171853997999555,0.8580829098722917,0.8413120831825096,4.0,0.3073105081560924,38.814071728094746,29.99213885862977,0.5630591145852708,0.450871802956321,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7901248758481006,18.495622515572897,11.666965567587788,0.8888896871468279,0.8577445996399429,1.0,-0.9355206253358276,45.88790387485967,32.64462843220704,0.2911229750006913,0.3085562863586503,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.776790815922026,17.79549139910876,10.82891130180531,0.8813573713345555,0.8384702284251132,2.0,-0.0205505180586658,36.29250909697518,26.951766924424927,0.4239404984511268,0.4505174246744088,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7569287856474726,17.933045724762795,11.40782673683105,0.8700165433654137,0.8291808874800864,3.0,-0.1962365169835378,45.6734727567298,36.95271093570616,0.2423422928623411,0.2717859608495245,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7927200164681667,15.916546048372645,9.68029164684904,0.8903482557859556,0.8714781600335588,0.0,-0.2227537699839616,48.89246660979657,36.85122487804432,0.1323259285670737,0.2240450173002278,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7924208625753547,18.54941266556177,11.558205923229552,0.890180241669623,0.8612053974311732,0.0,-0.5065924216997579,40.56352535526327,28.56265393014245,0.4440806778405807,0.4850892767736904,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7915270012933511,18.78155420494709,11.564468377760528,0.8896780324184106,0.8732087667157002,2.0,-0.9725372325707452,41.14757686607516,28.375382489538698,0.0901894532523284,0.0957380200468631,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7916749178024304,17.86967181056048,11.243695041442328,0.8897611577640285,0.8630575684715881,3.0,-0.0764190104106872,38.7323104125421,28.66460589726358,0.3439938812624926,0.3164382807318857,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7416380683941528,17.827319444806406,11.21631226086819,0.8611841083654858,0.8427416089090242,4.0,-0.0651205853477032,45.633842423490094,34.6110258780633,0.3656534891689493,0.2642932703661907,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7732844258048778,16.986416243030703,10.50524092733786,0.8793659226538013,0.8629597112875749,1.0,-0.0574563459261743,41.63700829852362,31.93318759157829,0.420607846766837,0.3313347273049514,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7560263315061562,17.85555883293404,11.201908728639488,0.8694977467437524,0.8253566088149366,2.0,0.0400800851372775,35.20787856639225,27.036311866564084,0.4053793427885983,0.3825208658718264,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7739399386659752,16.836886793886926,10.279900273245604,0.8797385627319947,0.8668800820913231,3.0,0.0236408291443803,40.522812973102376,30.908039979270743,0.3345684241145528,0.2148758118748338,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7697429504955742,18.19393373873847,11.26148492634069,0.8773499590175549,0.8738850306703647,4.0,-0.1785665933771569,38.452109025073504,27.772606589744832,0.1943097529914995,0.2336325993296728,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7621549908851986,19.237444655819186,12.175436251521582,0.8730148858792317,0.8487760651144626,0.0,0.0511998230526055,35.5019350445156,25.21084019892665,0.4404580508022236,0.4153698354265899,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.80098214652989,17.84658812000677,10.950172687712564,0.894976059226071,0.874884132564483,1.0,-0.3370994851452047,39.24045025722605,27.848644124685247,0.2100358839101462,0.2424995084496024,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7615891525519491,18.655636456057795,11.46960045490365,0.8726907543006782,0.8748042768274514,4.0,-0.2710277794316347,37.91211126298502,27.84550103786772,0.3036532040013994,0.265379357116574,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7916984088065442,17.192933156343408,10.492698988221626,0.8897743584023035,0.8543434149434325,2.0,-0.0367730975484679,39.79533234019164,30.63011628557764,0.3899441327977473,0.383836671367223,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7719166914145652,16.89037117406382,10.36386327194717,0.8785878962904519,0.8621261676151418,0.0,0.0822007198743278,39.737114471468544,30.40099533843994,0.4319503320524295,0.3945739094989056,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.752177066470672,17.95465198235875,11.26796695584314,0.8672814229305108,0.8295442400963061,1.0,-0.238622583493012,41.04133577302675,31.714277085418924,0.2767728857921913,0.1989173861968634,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7600379546738457,17.58088440637021,10.856792691542005,0.8718015569927584,0.8667916388862835,3.0,-0.1184916147423167,42.25344764674171,30.62607740018716,0.2816485304131506,0.0828921797754738,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7800710184321359,18.98546220597873,11.865347314758584,0.8832163001473934,0.8654586275985819,1.0,-0.2931637082467606,36.40167847785771,26.193075225059133,0.2596374102733134,0.2471973264927403,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7885963361625882,15.932324060637978,9.695384726859691,0.8880294736155787,0.8652025627318556,4.0,-0.1292485953577675,47.92033806280156,35.96922756216002,0.2403639094794807,0.3089118826989606,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8025905137633788,18.73159280246741,11.5743347658732,0.8958741697487655,0.8833930342181011,3.0,-0.4138938896787434,33.78660201806411,23.39387058420097,0.1695204693445557,0.2013993810206032,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7698177613034041,18.67063608722892,11.6908425722589,0.8773925957142248,0.8484816513778118,2.0,-0.4016854822123696,42.37222809249841,30.96992341318309,0.3283967123017569,0.3755310619833663,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.8189158489567807,17.03949694888822,10.39462370787564,0.9049396951152214,0.8867261387728445,0.0,-0.1248938382357132,37.61550732994971,27.202722908873174,0.2806357078519425,0.2772068861533989,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7158515806845501,22.561157868222864,14.00089365175351,0.8460801266671927,0.8621715343812791,1.0,-0.2569459959161444,31.933968222673737,22.286958452105164,0.2407445312739835,0.2541904158652476,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6675557240486347,22.214417429678992,14.31012301115443,0.8170408338204083,0.8092027255228103,2.0,0.2937265177664985,31.29381468319781,22.67780248440945,0.5817222773254829,0.6161388621458875,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7083286825419756,19.29169970342772,12.268325095283975,0.8416226486176007,0.8201804669495969,3.0,0.0133032077391146,43.48887038704223,31.57206512111102,0.2927752338433163,0.3623215886832356,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6515138873503586,21.554099059962507,13.964496201969952,0.807164101913894,0.7844801175384108,4.0,-0.7092438479712297,48.10831232270481,32.930838789909494,0.2126783776671844,0.1916051227837141,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6984487934447715,22.037114805161945,14.165900087708827,0.8357324891994428,0.8242339408466455,0.0,-0.5605057590823608,42.48555566561335,28.55238192591729,0.3560994313985907,0.408445566387531,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6795019706857017,21.80276233309252,13.940469734041558,0.8243190952201107,0.8000287046057574,4.0,-0.1764084726891692,41.64769767880188,31.03211436853893,0.3195737393019342,0.3639032854034881,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6330880398878223,22.02283598968256,14.308653991983702,0.7956682977012528,0.7657901192519844,3.0,-0.3205955818178241,45.06563711563697,33.33022404029008,0.282796111561239,0.3378193758186721,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6293377231680681,22.379385858447783,14.452793013295476,0.7933080884846883,0.7687734043607944,2.0,-0.2011036895853521,41.60023955993479,30.881363788206627,0.3099361184575616,0.3350858835126752,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7333115773542458,19.02608950143972,12.06247496084684,0.8563361357935909,0.8539495463682377,0.0,-0.3514794418838416,42.651276821197456,29.663658022468475,-0.0441917607603549,-0.002563428474165,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7371591681980378,19.340273218795847,12.144220076569232,0.8585797390583664,0.8583751366291463,1.0,0.0898235036313871,34.19907279889348,24.8910197475001,0.4474051372437646,0.4405843702827552,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7305058963407913,19.77995255334612,12.526357338725472,0.8546963767475275,0.8564107514236747,1.0,-0.1345103309413433,37.27001534421954,27.03555172612076,0.0485216418460789,0.0082792045580323,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7266435514382112,23.04793191380767,14.256419464745589,0.8524338986205336,0.8696772543930608,3.0,-0.4419438011762606,29.951225544142105,21.24626164775628,0.1456637852087623,0.1730282411624679,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7022667333060951,21.75850520957394,13.936821455783024,0.8380135639611819,0.8312323692898022,4.0,-0.7109218174784186,44.90657801668302,29.75919194233848,0.1516611660865416,0.2217788458275001,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6975700343487763,21.66140652645571,13.659865397740386,0.8352065819087464,0.8240357627047842,2.0,-0.0539568060514374,37.06732596505606,27.08314865614894,0.3914933823615809,0.4088511718182779,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7093035609763786,22.42769301267436,14.209516340524718,0.8422016154322016,0.8506549624352946,0.0,-0.3518512790501911,32.03937422804819,21.58682741703925,0.0865288495359011,0.1769493417172147,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6677464889043454,19.62106829907992,12.708806954633284,0.8171575668329548,0.7942269950656025,3.0,0.0383279312072954,47.937009624087175,34.850074673421844,0.425438861372884,0.3325506273391013,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7258218736229991,19.24988309988539,12.251011122406291,0.851951802489122,0.845179869583518,4.0,-0.101278962206714,39.4210101069591,28.534894385144515,0.2784675767512968,0.2642776560053719,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7092122860912543,20.77427606677514,13.096769240643122,0.8421474254174615,0.828627547358799,0.0,-0.6546285014245679,50.97649810270568,36.10031050991795,0.1749175820780077,0.2247988146190546,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6573015811266766,21.64923213734814,13.990972056472945,0.8107413775037912,0.7930182308218117,1.0,-0.2235126947680668,48.81316258331224,35.711456736301386,0.2183143039211567,0.2415530308096477,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6577801556076863,19.691766661436223,12.92765140011435,0.811036470065096,0.7828410166742322,2.0,0.1932799095481887,45.34897401268455,34.800781358204375,0.4850257865746599,0.498582280114089,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.736348422789959,19.189254398468552,12.089742940687096,0.8581074658281143,0.8577188513001575,1.0,-0.1354771278505182,38.10686634164641,27.65220444620872,0.1779443903324625,0.190078616067402,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6834640677236381,19.529712550958703,12.547814847015388,0.8267188565935658,0.8045451154784901,2.0,0.125369760520114,44.184521570040346,32.62891201058403,0.5273109148107826,0.5028600008597726,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6556264623050942,19.598527886316766,12.882435101189214,0.8097076401251208,0.7795531346414314,0.0,0.2176818131089436,45.389992835307886,33.75027216723683,0.5601689052746508,0.5563270926893479,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6824602643944945,21.665149053378624,13.975166655610153,0.8261115327117592,0.8121040091134712,4.0,-0.0267372485041959,38.94136750327615,28.254141940153563,0.4430863669879863,0.4755647064779947,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.6814632798563242,21.226942279587966,13.391044697559453,0.8255078920995742,0.8004110859470087,3.0,-0.1461973210655995,41.14666995216043,31.623168528436008,0.229383626347584,0.2685814779261697,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7003894043011691,21.29448502623204,13.605587205224754,0.8368927078326465,0.8302738955301361,4.0,-0.3757425084031081,45.333461742125074,32.13921153301953,0.1593068016190119,0.1353812340431996,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7240556426293048,22.20679680567306,14.078731491191094,0.8509145918993257,0.8599174815325874,2.0,-0.1801810556225127,29.54826037078381,20.672523582429545,0.1886999259775057,0.2286178107329147,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6735788255444353,21.87318186996077,14.09977084517656,0.8207184813205269,0.8128445607666945,3.0,0.0669314869959898,38.50215436997997,28.91412632927322,0.4015997324516307,0.4273456798048393,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.6765512864120993,22.851566421266988,14.429670112142873,0.822527377331513,0.8186552369260608,0.0,-0.1299917717299357,35.793892326893015,24.874306647565625,0.3453685642623728,0.3798479686791979,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7268681894572064,23.09840325466992,14.267897944786192,0.8525656511748598,0.8690839679495369,1.0,-0.2337141202802855,28.1517122195598,20.37968225673428,0.2001390044689392,0.2078538869096547,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7097434696554712,19.01753955680179,12.34079435702002,0.8424627408838901,0.8340657404904215,0.0,-0.2793523901373509,45.697934406753085,33.18959089111955,0.1026692992175373,0.083039784622942,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7024625230095668,21.462007264951023,13.648238745172382,0.8381303735476222,0.8318175953208374,2.0,-0.2082060435627151,40.80676614724996,28.96419917698448,0.2270491174471943,0.2673385964199989,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.687982390298383,19.79013025649811,12.676156147949383,0.8294470389359585,0.8130010836559192,1.0,0.1585197095601327,40.961155313644326,30.00239538712994,0.5028518195141642,0.4962151682818794,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6781913890411304,21.64558006819913,13.696229730466642,0.8235237635330039,0.795864473101706,3.0,-0.1092578613773784,38.54748595658263,28.77111801392041,0.3948581207393588,0.4116124148585122,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.6672951850038025,22.252022528399227,14.31605719046207,0.816881377603285,0.8056283375227374,4.0,-0.1124705441911921,40.08352501626528,29.52980153239015,0.3054363712095099,0.3549051730660597,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6828142959564687,21.695669049196084,13.77636465024816,0.8263257807928159,0.8124585888419721,1.0,-0.2742639418912045,44.72868285855442,32.054442801959425,0.1892180167871985,0.2032192189501412,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6705801064371306,19.64921598949331,12.711511910165637,0.8188895570126111,0.793791339814164,2.0,0.1119609369779393,45.06768690806218,33.66103883622351,0.4009304171935643,0.3827486533387806,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.6441076774684003,21.27359294781716,13.47458181913009,0.8025631922414163,0.7830588533518036,3.0,-0.0179116839519146,39.20360704629208,29.877298275123945,0.2684191597226601,0.3260010635332681,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7216198020511164,20.730594970665024,13.122105713577987,0.849482078741922,0.8439609084763541,4.0,-0.2629515274625764,42.16123417563432,29.550302841881216,0.2406513329661894,0.271740433186712,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7081389665191002,22.759943572938383,13.93420347315859,0.8415099325558677,0.845445329497232,0.0,-0.0135724294051295,29.116267426554813,21.445169044297128,0.4935962398607113,0.4999589898551593,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7067306064405767,19.03356072094649,12.332489316583258,0.8406727111341037,0.8293137752168257,1.0,-0.265609891264303,46.55664809996518,33.52453865497873,0.1837178013827609,0.1539234192820037,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6933549127831263,22.522812898703144,14.272446862942946,0.8326793578156118,0.8252911498893827,2.0,-0.0821368853650208,34.46863468031038,25.03778870787228,0.3921410342718617,0.3861285943815044,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6799184066304564,21.44419517870069,13.49080790089325,0.8245716510381358,0.8006242695509154,4.0,-0.1434082454439242,40.05591063259868,30.865702450188017,0.2598214286156941,0.2785376869869219,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6596743945073835,21.36643309921936,13.636116534056656,0.8122034198206298,0.7942285942420908,0.0,-0.2836755956876482,46.65986198915866,34.95416831704244,0.1957485563810937,0.2622671571251413,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7211994490224207,20.173135274624983,12.721190974473464,0.8492346258664751,0.8554167759085604,3.0,0.0202616842642835,34.065425622223266,25.52624191250272,0.4158208807272484,0.3948141500464294,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.96739935468944,7.078579257315105,1.534640119754369,0.9835646164565484,0.985599154033149,0.0,0.468521012553192,27.376099723697543,18.98740838832592,0.7072896094887261,0.6251622072565792,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9743120012240244,6.186295486342969,1.2255117273950769,0.9870724397366974,0.9892434954717044,4.0,0.4303546018529263,30.17284313513389,20.53801331573051,0.6770713630951843,0.6680766497342283,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.968362241595034,6.905547698780129,1.4104173038617442,0.9840539831063913,0.9861474823639677,3.0,0.4791524511807006,28.23321965535269,18.51244922862784,0.7122254582732799,0.6737450653567931,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9738355645544878,6.27557578884155,1.2198618091829003,0.9868310719793136,0.9875175492320668,2.0,0.5368104307379118,26.65744014519221,19.08621559721803,0.7394236204220428,0.682774029645147,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9744240361588524,6.2343910131024565,1.2018329929778668,0.987129189230168,0.989208293727165,1.0,0.5170715530007048,26.74102955081529,18.844942279106952,0.7293426310642863,0.6775566482793242,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9828146925489912,5.190914201791991,1.0172087405498331,0.9913701088036114,0.9929862785695324,1.0,0.2928702596844454,30.126854320612832,20.391431551835307,0.6191548940372344,0.5977388480352891,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9743092731727048,6.16273061467559,1.1995095324430092,0.9870710578508648,0.988504602382942,4.0,0.4036341543176222,31.32988941671063,21.818519249111823,0.6501908138191536,0.617928720931412,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9720118261385418,6.44090737690928,1.3136178304673498,0.9859066011572096,0.9867900080236264,2.0,0.4479984745637508,29.995041377387533,20.40556522207516,0.6841878157057582,0.6659617710487715,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9725220204046074,6.438757330572532,1.35527164066633,0.9861653109320938,0.9884450344537716,0.0,0.3933932149706929,30.406776071857305,20.776179590674296,0.6452713902906364,0.6522768611612327,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9780973029677144,5.712329153259443,1.0729744113933175,0.9889880196648976,0.9902971907644372,3.0,0.2469306601609705,34.69509267101136,24.43132607983236,0.5731136022279697,0.5316062945728758,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9760660050637404,5.911266128338114,1.1173904201524651,0.987960528134613,0.9891280300954848,4.0,0.5186671655863979,28.76116301018584,20.60641463768482,0.735019026784401,0.672908437817173,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9776447793405396,5.769680801649471,1.2144754049278794,0.988759212054449,0.9918373173266504,3.0,0.4990148524990286,28.30810418350812,19.86678968184043,0.716719768024265,0.6393570406547882,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9716312795861698,6.398832953058796,1.3621031206829846,0.9857135890975466,0.9886082629277336,2.0,0.4552598027061475,31.145804797486264,21.537662017858192,0.6860693728989031,0.6239783139382036,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9789922034365076,5.593370391837507,1.1249725010472411,0.9894403486264708,0.9915720566823416,1.0,0.4414532015732855,29.910883286591087,20.38618665285796,0.6873525044915153,0.6695913047624189,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9748338900138562,6.123510830501536,1.2472790148405368,0.9873367663119256,0.9886099899462436,0.0,0.4355873640918621,30.02872093423764,20.7667638273378,0.6833646317812032,0.6117102708758322,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9746255592057728,6.259533091124617,1.229003377157688,0.987231259262853,0.9885993415052556,0.0,0.3792275528240211,29.294132763425377,20.552948603235592,0.6709421169869229,0.6229799539638443,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9736534909093636,6.322167268229651,1.2472384100560543,0.986738815983586,0.98767643594441,3.0,0.4373971548821865,28.96439635127553,20.202107795343824,0.6966801442375338,0.6629738337580338,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9764582600763814,5.951336449439006,1.199426736857886,0.9881590257302396,0.9897537769347547,4.0,0.4418767645022644,29.24671060296793,20.32490932322284,0.6865600364536699,0.6328259694473651,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.972982893843599,6.3645207462267015,1.2116209281486143,0.9863989527147063,0.9882351084872716,1.0,0.4687203019100812,28.74724087462988,19.82576187879745,0.7096624456637834,0.656832046984805,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9737793215208048,6.401299890842183,1.2841056797698531,0.9868025747750384,0.9885466242468676,2.0,0.2927582878044815,30.390714287698888,20.63329401009803,0.6150720135429896,0.5947751203017746,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9750825785809176,6.065924983110361,1.2206791130133374,0.9874626973626448,0.9887377783035431,2.0,0.4467678694078627,30.23708480678226,20.70385641762656,0.6839010193338266,0.6530893636392281,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9706750263610612,6.603301927447373,1.2919638350341511,0.9852284133256,0.986790841863089,0.0,0.5553656602545076,26.760521856161528,19.496254966338206,0.7519641079072359,0.7091128409877127,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9788434696313928,5.581405280243973,1.0847294074343212,0.9893651852071532,0.991417065317697,3.0,0.4754603430606443,29.58489275803113,20.151196013380403,0.707724441577258,0.6488441209343103,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9728522831074716,6.488557141724177,1.2681576170803004,0.9863327446580274,0.9876703961797966,4.0,0.5005665468240592,26.025485448133622,18.11115575637393,0.721887206276673,0.6663631731897449,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.974871618718672,6.240280562874848,1.2066409847515231,0.9873558724079936,0.9893881375137564,1.0,0.4638188076971523,27.010140095600804,19.20682378484574,0.7012878208398945,0.6522408187452623,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.976102267674416,6.038690044254162,1.1654725738858684,0.9879788802242708,0.9901972378247592,2.0,0.4297528209671294,28.77628698768041,19.94264158702417,0.6796641741561211,0.6110048477272911,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9716979474128024,6.570867943659466,1.312998992341874,0.9857474055221132,0.9866289177733062,1.0,0.4625488276353974,27.97940827659064,19.596714758094045,0.6897566170577254,0.6942121255728539,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9717267463528714,6.460351959664392,1.2899894441535424,0.9857620130806556,0.9880200765343004,0.0,0.5440759070512653,27.44179070021336,19.506123881248985,0.7420956817710336,0.7153207162852425,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9730109448899964,6.287167333392739,1.2422829147191996,0.986413171548282,0.988379241496232,4.0,0.5012986144868372,29.100076574877622,19.9146256920383,0.7166589911397674,0.6950445012616809,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.969535351289812,6.837862158360168,1.4210447891864624,0.9846498623103848,0.986299434709965,3.0,0.5307539750983625,25.816100748079705,18.05932987740105,0.7375768627316741,0.6859070021186833,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9697835554548466,6.812830802480679,1.3832101938252437,0.9847758910103064,0.9867020487844324,4.0,0.4688731519163917,27.392864969931885,19.20993768599752,0.7022924197431353,0.6716502578964938,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.971277098464861,6.629823931603294,1.320349769172846,0.9855339154709324,0.9874991686017276,0.0,0.4487452817950075,28.147712818441065,20.22675787238491,0.6917739182618361,0.6524333864912689,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9719477994234804,6.394354025651981,1.2777809302461578,0.9858741296370508,0.9875082686519716,1.0,0.4843267465626564,29.71090452971772,20.85088784093668,0.7063837891434166,0.6362496079870501,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9808799122100028,5.414985025891853,1.040208390647164,0.9903938167532604,0.9926451266962556,2.0,0.372462356326496,29.85087521684869,20.329047889449825,0.6335581245850711,0.6170664642945228,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9741304326345588,6.374417863994216,1.3313741659617488,0.9869804621639648,0.9876631559559268,3.0,0.3383458492867902,29.063943122215807,20.293732075725515,0.6559092736131016,0.6085537058532636,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9727949042391614,6.408324529720077,1.246692658935172,0.986303657250902,0.987992117253684,0.0,0.4947361313673326,27.613545634485707,18.636080553381408,0.7256490882104197,0.6666034704188787,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9718561396604596,6.488952961881096,1.2675847500150657,0.985827641997546,0.9873271332378332,4.0,0.4887974606220772,28.363596590656904,19.53867642959356,0.7177252761032404,0.6790386104522922,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.97021715822942,6.817968149087781,1.3899361009322633,0.9849960194340842,0.9870684453426488,3.0,0.3301566743793304,29.69346409783559,20.648680271409148,0.6620841151414767,0.5985754682378174,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9711806686750554,6.582212353082989,1.373875664931475,0.9854849916360766,0.9876524737914996,1.0,0.515146400660671,27.29668052994844,19.65211328935174,0.737000689737695,0.6841303913295221,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9755091967722668,6.154997244995767,1.2481508478044272,0.9876786910907712,0.9887099293499604,2.0,0.3407301869117862,29.73979110551756,20.158166319932327,0.6322548396509567,0.6245442352128693,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9857839829340164,4.657977524815559,1.1798641485158765,0.9928687922507856,0.9931811910361408,4.0,0.3948944120462869,29.6121347636635,19.64939936650616,0.6704239484255855,0.6536063179906285,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9741416190353542,6.230792882327017,1.466789870934044,0.986988505531631,0.9892033911054616,3.0,0.3850907327634293,30.901836776501234,21.11986351335885,0.6501424574969479,0.6091054736121025,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9693154530689788,6.7491065099622976,1.5732860609484225,0.9845404037651172,0.986374465793425,0.0,0.4555615428990963,29.692708352802928,20.11603624143176,0.6840296024597099,0.6693298981385363,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9709187998276898,6.551057019736065,1.4104358144827276,0.9853530825677196,0.98674319033848,1.0,0.4656783132332535,29.500023467001387,20.313699476065704,0.6912405692599242,0.655127751451671,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9750359871245174,6.228656343255556,1.4277243382545723,0.9874409215198376,0.9889930776662432,2.0,0.3484802405625801,29.575341096761697,20.60972107087341,0.6498415276943619,0.6094966571374636,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9253920539768656,10.610979517332735,2.348979179914604,0.9619730006835128,0.9785159300946846,0.0,0.3555403363433501,31.29933314795818,20.69741379205903,0.6367172207645659,0.6635078224049349,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9362147152363696,9.823044095790118,2.1743948148071364,0.9675818907472538,0.9843622280160657,2.0,0.4175369643302884,29.59852431070555,20.63949561866669,0.6615072256057656,0.6206189063064578,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9315753530827308,10.272390928383947,2.2858536930076427,0.9651815130573947,0.984315400915428,3.0,0.410946590155114,28.604321697818847,19.68128084317549,0.6657350530895454,0.6575388726433222,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9193449826585176,10.926603986295907,2.46939474505042,0.9588247925065904,0.9793036431564,4.0,0.5161520442139425,28.061794304908503,19.258166896457134,0.7219756265455519,0.7347429971175011,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9224107585282983,10.796730468317996,2.4086299107112725,0.9604221772754262,0.9797714654988966,1.0,0.4690293766289949,28.6746587368664,19.56248625110682,0.6966079663952192,0.6946432346948925,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9265920546137169,10.61341815837209,2.275293558902336,0.962596517065641,0.9804136456912758,2.0,0.4369497007833484,28.26592553575721,19.65434959460938,0.6889441268021567,0.6490647213376275,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9306443001900686,10.124921949782156,2.184610245969058,0.9646990723798072,0.9838468898338908,0.0,0.416956666158274,30.959348085658736,21.31409947859751,0.6637798498039031,0.6646064458276013,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9271611413756808,10.34549508849246,2.3058799225505093,0.9628920715446484,0.9817200624389096,1.0,0.4509692789608167,30.38477963771728,21.37556571623397,0.6795415379349768,0.6671484635378601,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9268019037223516,10.546774726412576,2.2707661303441524,0.9627055124991108,0.9798971549341888,4.0,0.4805284436889806,27.73641899294524,19.807341308334102,0.7185033991069717,0.6838380947174844,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.925475978703109,10.690424761894048,2.45337407407317,0.9620166208434426,0.9819564831152332,3.0,0.4160379927867124,28.605368220630226,19.7994323180818,0.6609417128472405,0.6483463185265257,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.928226137798334,10.534430530149532,2.3947432806752977,0.9634449324599992,0.9843940133198272,4.0,0.4135185599892759,28.36729811708307,19.80105655854042,0.6799021201907124,0.6472567801488665,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9193546150343276,11.239092517955228,2.5518157826105905,0.9588298155183432,0.9796732123619954,0.0,0.2943812542527041,30.21285454770515,20.80188648699571,0.6030175496484623,0.5769926289480215,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9186215012752328,11.147397713702548,2.511795385819652,0.9584474431990112,0.9803294545099288,1.0,0.4251203048457443,28.880759220440787,19.90367852514513,0.6684221617727636,0.6508366295433697,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9217445999114612,10.95107852690486,2.5003337196384967,0.96007530954527,0.9810049913328032,2.0,0.4209122267207212,28.72772077941244,19.071536906020285,0.6729142643154631,0.6813945263111724,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9159893992886372,11.262776792132495,2.581497552178067,0.9570733510996904,0.9777450376796116,3.0,0.4467403101364032,28.97882363072917,19.208421396122404,0.6757129980870255,0.689601386863874,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.92527445166919,10.823140707742118,2.4252626109823456,0.96191187316732,0.9812689339183672,3.0,0.3774061240652809,28.31956911714773,20.07851504108412,0.662652610883816,0.6527079966093707,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9287644919162036,10.328082960789748,2.221611620222994,0.9637242821383678,0.9815662917697948,2.0,0.5094184337651058,27.697527310700742,19.17116178358417,0.7212676054607668,0.7406634123252158,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9184875093519071,11.201987402656515,2.546471057912109,0.9583775401277468,0.9794166502804696,1.0,0.4302613987252394,28.25770798267257,18.95865305825129,0.6690818887174309,0.6488495056185133,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9237637451225666,11.029761974661763,2.527022528631417,0.961126289925316,0.9815440751291638,4.0,0.3714839497875012,27.14859813289633,18.447407180052306,0.6729540000653242,0.6803282973891065,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9263901548580584,10.343594373791117,2.153128490604987,0.9624916388892508,0.9817757044367031,0.0,0.4803006719986109,30.11783037036316,20.55486907361223,0.6947873039690946,0.6840460506977971,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9204346961666592,11.035192714603122,2.440638306337377,0.9593928789717804,0.9791798038704602,0.0,0.436026364105651,28.465054583069136,20.717682572874303,0.6918267687034627,0.6613673530292855,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9136227265481476,11.536032340958426,2.6319284758853607,0.9558361400394252,0.9779063627162964,1.0,0.4891423399964045,26.708456162530503,18.83956331057417,0.7109182390650185,0.6801314100584536,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9216880935929664,11.039209587580284,2.443608426309306,0.9600458810121354,0.9812460489796456,2.0,0.3735987989108895,28.90621551652084,19.71961452746718,0.6518277772422166,0.6306683585661188,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9325149931276218,9.962929601895086,2.1463912464517607,0.9656681589441404,0.9847390590577636,3.0,0.4399299920768639,30.636755974867555,21.45533319046336,0.6839576635007488,0.6761543825032545,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9206124126393104,10.932245794308743,2.4720126588081004,0.9594854937488394,0.9809084585032072,4.0,0.3844163534166371,30.764038117629447,21.310698705382546,0.645909896351977,0.6338248245242721,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9311233675560846,10.31028099380604,2.3313301470998145,0.964947339327998,0.9839292856033316,1.0,0.4926677326305714,26.51754247847138,19.004860694401888,0.7160120178032279,0.7134287361422568,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9300127834111106,10.200146015889972,2.232545577538952,0.9643717040143176,0.9831114308666656,0.0,0.4661671800215193,29.344572363515383,20.130259781736218,0.6954557314087633,0.6669319296527825,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9215193838908002,10.918184652829344,2.414936719094506,0.9599580115725166,0.9795904514093924,3.0,0.5100278301446624,26.866744708713508,19.19410112077569,0.7223369415434515,0.7107289995712884,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9186620980503049,11.079900622710154,2.52033306560862,0.9584686213692262,0.9799978310502012,4.0,0.3561844285139339,31.21966683125645,20.063328303010497,0.6178830783885652,0.6351042490928184,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9183471723457682,11.203501940556327,2.4987947055662554,0.9583043214017846,0.9799823785811091,2.0,0.4339339960088916,28.253282317832987,19.869509125612367,0.6903916046872578,0.7006651475530188,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9256769278176852,10.486307790737204,2.253599180796244,0.962121056770759,0.9805623275857992,3.0,0.4755358456069948,29.26724150666956,20.271558662619498,0.7025535912535699,0.6851374229580812,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9370158418565284,9.606609933426494,2.104890915180198,0.9679957861064168,0.9852007681091256,4.0,0.3886663540019022,32.223269994857034,21.35173939802764,0.6506056873791961,0.6337455065772253,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.918976452781911,11.087742550412802,2.443637406853888,0.9586325953410322,0.9788727815848444,1.0,0.3679903423623989,30.64986476312116,21.35851876994029,0.655156316651651,0.616983692482289,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.932434023885658,10.035319746708842,2.208027069279104,0.96562623408543,0.9802557576547986,0.0,0.4447101140573982,29.78133183015154,20.33059872891315,0.6748716935090904,0.6653657792658118,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9205286422927594,10.967658222488431,2.423092660293773,0.9594418389628852,0.9800803589667668,2.0,0.4616323683936445,28.41963542939745,19.91243163750147,0.6873938353925907,0.6873011821094379,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9289822422727216,10.342053520111817,2.3091255111089857,0.963837248891648,0.981360948941334,0.0,0.5023840893138034,27.63879213103084,19.512014709177897,0.7130737087011175,0.6863116147129152,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9171657450878196,11.355701451189814,2.560750394677992,0.9576877075323617,0.9786498417537342,2.0,0.4241769260485623,27.70005678399195,19.504739518590167,0.6760696710284158,0.6386337260792746,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.918443895287132,11.231408431506342,2.5589382431008976,0.9583547857394742,0.9811384438911984,1.0,0.3516421134089604,29.831955819259413,19.81205818690829,0.6413534831066532,0.6482835363763058,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9240866873072284,10.633180314122542,2.3853520322152075,0.9612942772035072,0.982212091349094,4.0,0.4274481281118001,30.22692693471804,19.9507061736302,0.6587209544459143,0.673092186722563,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9237171248985788,10.582086653030654,2.3247878456478075,0.9611020367065226,0.9800285587748404,3.0,0.4766390602344478,29.70837791376642,20.940246670421875,0.6999114292253841,0.6858977957626704,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9280165055083328,10.351777317297843,2.443954603044499,0.963337394022525,0.9809766941111736,4.0,0.4333054735463956,30.149254152745463,21.19616322918787,0.6716942703260971,0.6655366437509395,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9226473934695564,10.998252816158503,2.669460948192244,0.9605473475577068,0.9820788707641224,1.0,0.4315363660670799,27.17224208705804,18.583293148174675,0.6838854097219162,0.6942280719000623,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9245580013154931,10.698794328688988,2.570207763859747,0.9615415108917224,0.9823720858792824,3.0,0.4173889349565236,29.37590525492276,20.91285912335797,0.6666877596816244,0.6442267113353379,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9153279047278382,11.144477969840512,2.6876483997013003,0.9567291335157022,0.9793901438635272,2.0,0.5103461885645307,28.765352975292448,19.887677674626648,0.7193035631235142,0.7077024380102753,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9225337824764418,10.781228725883985,2.481290397295655,0.9604877948735596,0.9794688247166284,0.0,0.5002057699682296,27.846377580286205,19.90186797577877,0.7179546480640913,0.6968288686564094,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9730685988839862,6.45113297860508,1.4774438297134616,0.9864423951538308,0.9871337442139811,4.0,0.223429838209014,32.70226519721038,22.68002852669317,0.5793266980119978,0.5433719598887002,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9735067434517348,6.33055022232747,1.3606983056575594,0.986664453363124,0.987559787087962,2.0,0.4640234210931641,28.43289092634248,20.65016629177241,0.7067440617032164,0.6695935416167036,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9840566670826107,4.954103525262616,1.0393290522588383,0.9919963040062612,0.993129405388016,3.0,0.2810154434514748,31.74792728432917,21.3837491422118,0.6048548089544777,0.5562101695043924,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9698019001765268,6.666787445483576,1.5293909465959807,0.9847852051463728,0.984526640718241,1.0,0.529643106216471,28.02517000763284,19.86489296863484,0.7287060688872797,0.6704988942554327,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9765308838927724,5.989614054771731,1.314345938768838,0.9881957720870838,0.9894757766205058,0.0,0.3164802016211533,31.4105276413621,22.30538123129818,0.6276830015576622,0.5371210454336324,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9662460252925484,7.158266052633438,1.5514870542373551,0.9829781408401268,0.9844523719383316,2.0,0.3957882616629227,29.976043220696862,21.14947607408974,0.6547840539911368,0.5968375046259289,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.966975759898164,7.091990711163801,1.5307867744874866,0.9833492563527544,0.9842604800965866,1.0,0.4301533854555969,28.892659655573866,20.948940773681745,0.6862120909941881,0.6218787994506366,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9654467423289198,7.277646703284193,1.5924215993638595,0.9825714948077762,0.9840197722415202,3.0,0.414676559570957,28.91288928025733,19.842625167133875,0.6746611091860097,0.6341790627680594,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9668419647417572,7.175462307490795,1.579499104496517,0.983281223666489,0.98434975534247,4.0,0.4361272497076538,27.528653454653853,19.313957249020262,0.6848176466335187,0.6469749030486458,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9747053616011124,6.112372318869991,1.309429293488792,0.98727167572305,0.9895325295607568,0.0,0.3330034002706825,33.07651020696022,21.78702273208032,0.634582418070825,0.572668491514033,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.974949508581096,6.079472321167644,1.2937031695370942,0.987395315288544,0.9894531548539728,3.0,0.3828029276999501,31.98715013615672,21.833577841556234,0.6400414131400203,0.5683231279076205,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9705776578089236,6.610383936772856,1.4186860234832115,0.985178997893328,0.9872055649466888,4.0,0.4750370810646446,29.130952615587592,20.656724489891367,0.7080250433793299,0.6354163291544559,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9717109655605894,6.531414961848373,1.4563974100729025,0.9857540086914008,0.9881796734459872,1.0,0.4819325156024837,28.0960610856555,19.105834373585164,0.7141255426181086,0.6568243266812193,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9726687624254734,6.5412150827063416,1.4458560060306098,0.9862397084279656,0.9874263018534598,2.0,0.4362227684635578,27.02129221815805,19.992261115150296,0.6837654332020875,0.6311610702087376,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9700633305520788,6.787825121982995,1.5738510396913277,0.9849179309236208,0.9865219174292662,0.0,0.4311551607366692,28.210305727534774,20.283410981032947,0.6850670816612195,0.6117764667205192,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9719027684453114,6.481801571979914,1.4548521012828244,0.9858512912809272,0.9864631785821972,2.0,0.4396600737958506,29.677228049287088,20.31972669990108,0.6829066726024369,0.6522699516862717,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9723937635293988,6.545211053343192,1.3967431615698098,0.9861002807007572,0.986234602863138,4.0,0.2495218404772908,31.76860435423536,22.71382269196373,0.5982221689660367,0.5603071689834714,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9722422196055124,6.425773640907405,1.3721570401466694,0.9860234377026408,0.9875145910786076,1.0,0.3896600642854892,31.27201484532477,21.29060995808828,0.6725552551688682,0.6227774730395348,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9772226688891988,5.82198247925126,1.1936804756957964,0.9885457343832398,0.9909028922944052,3.0,0.4033011733153027,30.92698203374744,21.668380791669943,0.6649526070300102,0.6139640822091698,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9661285537535574,7.223822792215213,1.6088347656041422,0.9829183861503422,0.9840649882958996,0.0,0.4304819877001172,28.101575453694338,20.228401991141062,0.679114441258645,0.6508666291418512,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9648621996649208,7.332590224059118,1.657847104543524,0.982273994227524,0.9832589090770107,0.0,0.3968783436993489,29.42402964888808,20.91851204185943,0.6591158804568913,0.625227940496649,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9667947934956832,7.068047427230508,1.5672929122701826,0.9832572367309668,0.984981198076406,1.0,0.4072852356150362,30.22180371690484,21.424448497930616,0.666099250771573,0.6156583428362247,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9703787093390212,6.738112715663653,1.4512991915723417,0.985078021991156,0.9865289226199716,2.0,0.4228103747721258,28.710852782065245,20.60382293882507,0.6756299618976036,0.5933579459432303,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9654811189531104,7.244480053764383,1.593445437868176,0.9825889878418974,0.9832346113552752,3.0,0.4726215479795971,27.896590370402425,19.812106209498666,0.7036491071501771,0.6699102996664688,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9712979146612492,6.558365832201907,1.469409326529202,0.9855444762909286,0.9870068466363564,4.0,0.413178034374947,30.289546786686984,21.95577540229526,0.6804187859289255,0.593624514939006,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9681396822977482,6.924916611003662,1.6292117617220572,0.9839408937354396,0.9844326804666188,0.0,0.4674814434679768,28.614042509388927,20.53565118578852,0.6897638409919014,0.6135432302885419,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9729318022132166,6.325695663766341,1.4320367756091628,0.9863730543284596,0.9872281709322732,2.0,0.4889384115989442,29.001487206869413,20.48184893059404,0.7205619018526735,0.6520267571641618,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9701527931573546,6.733649795414712,1.5438639488648658,0.9849633461305556,0.9865918431406566,1.0,0.4737966553927267,27.93437067962578,19.324437492674345,0.7047295305918673,0.6849054966084547,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9727137042365692,6.436706200876528,1.4361523689289784,0.9862624925984396,0.9874872666237312,3.0,0.4008507818824085,29.837309370504244,21.09214606666565,0.6652313813821609,0.5998720072356554,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9689885999214384,6.950947465551648,1.4817162274337072,0.9843721857090452,0.9847261972053798,4.0,0.4754277854017592,26.355747303947613,18.93429243298753,0.7066534550751647,0.6560866620800846,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9739418225228288,6.271297879650911,1.344381893357666,0.986884908491574,0.9887685986684164,0.0,0.324865143685401,32.02883079157272,22.199640000858125,0.6259665881820259,0.6055590312666226,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.971977957187016,6.563628216100941,1.295391458764776,0.9858894244647952,0.9861220145915705,1.0,0.4261689051577475,28.44318933476581,20.054179819343428,0.6945072275308031,0.6243673232517161,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.972348604710764,6.441175541817263,1.4076820085792483,0.986077382759077,0.9876117231074606,2.0,0.4503920542843952,29.227091500896385,20.97310854379935,0.6885425552801724,0.6307543173366909,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.971588741917116,6.554920909222274,1.3975434703179548,0.9856920117355557,0.9859888221895816,3.0,0.513365757249081,27.1077465414732,19.06866945305508,0.7367564908926243,0.6825878092674044,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9670162410313932,6.882691896441783,1.574311956391777,0.9833698394387222,0.985233559794315,4.0,0.3854316722627219,33.290474398584486,23.261008989534965,0.6460103979279735,0.5864752103064169,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9696172375981418,6.764069764722457,1.4813945725366744,0.9846914428880268,0.9854689970128752,2.0,0.5484699599817108,26.25949689048138,18.83742596084209,0.751744834921396,0.6828229465005741,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.972818203908531,6.391039885648923,1.3430745396977044,0.9863154687865032,0.9862855392861528,1.0,0.4501317071861589,29.11472398135214,19.94763606603668,0.707440542991852,0.7012685899510257,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9731066169406576,6.485583176601283,1.3985672469113004,0.986461665253796,0.987766917498078,3.0,0.4297823133978385,27.22299969754883,19.721377431470746,0.6865392046712726,0.6244960566456823,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9704689032967712,6.734863109133157,1.4863139228110998,0.9851238010405412,0.9861861028672376,0.0,0.4281713473406704,28.451077356824587,19.111107815924548,0.675413778455538,0.6592791116307122,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9662421260965136,7.169580522079844,1.596618467564872,0.9829761574825604,0.9852857336576736,4.0,0.4072784599751299,29.504973239529946,20.04938542445124,0.6644105482824834,0.6356067932521399,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9706095558337572,6.675402772931318,1.522478859286759,0.9851952976072776,0.9868327722894162,0.0,0.4538391534865084,28.41210640792692,20.065384931040136,0.6854364693841334,0.64044723735404,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9709085489929002,6.532185561001691,1.4937091585728917,0.9853471260908114,0.987176074856353,1.0,0.5104036781359346,28.785161601061446,20.37932529029985,0.7256997212075874,0.641482503648707,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.972646017557936,6.507551276630091,1.5034833741746876,0.9862282725251424,0.9865115984337156,2.0,0.4714471735049553,26.878695264042644,19.850786062529643,0.7061704465242414,0.6399199991488512,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9812124726820104,5.331431872772882,1.2987885667853734,0.9905618857634876,0.9926863852884692,3.0,0.3760382605092021,30.52135290052816,20.9548222321177,0.6592157129176549,0.602645001335953,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9724665259333044,6.379167293394694,1.3680836288069904,0.9861373624999388,0.9862274984023868,4.0,0.3996499115778131,31.4454358505506,22.11467963670704,0.6409203680986731,0.6292063011673232,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9203975802412794,10.960949459275788,2.6446775076188147,0.95937353534536,0.977192883378178,2.0,0.398756188921728,30.173238748029103,21.408832660595028,0.6524855521954591,0.6276726587540824,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9227331344892836,10.82693471043612,2.642812912128948,0.9605899929582732,0.9801387527837476,3.0,0.3405016750863363,31.34877441045792,21.14393109468973,0.6223230170959556,0.6367317677414653,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.921524784874909,10.808809049117048,2.606335623100188,0.9599608247059108,0.9781854764066846,0.0,0.3506408149112773,32.27825159262361,21.95627869510324,0.6398551007105753,0.6651195528866433,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9241787956932128,10.70873124704172,2.621934684364929,0.9613421845400728,0.9780329993285358,1.0,0.4472995552073099,28.884966612806707,20.05278159350759,0.6826611015433298,0.6533039979403465,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9248450530985052,10.491060670787402,2.4434234150877088,0.961688646693274,0.9799387525565766,4.0,0.3596228274953613,32.943777587352386,22.47551458588671,0.6243836354468028,0.6180241360312417,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9335227406024352,10.128846048023732,2.3517996941150456,0.9661898057183635,0.9844056765849664,2.0,0.3933280223653965,28.999773387263765,20.13662240836402,0.6617248802356037,0.6332475287699296,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9227663575799367,10.548737625457676,2.501535069346721,0.9606072858652122,0.9797576650272268,1.0,0.4457794086532247,31.51916566101952,21.24109570716424,0.6776837025603646,0.6515044228569925,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9155754445425468,11.222297969112711,2.6409267296026155,0.9568570659310964,0.9753666069850256,0.0,0.2751269556196363,33.89288714780668,22.81688918755793,0.6010653353895947,0.6157378558852299,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.925992702678106,10.535536189531804,2.6637162016656104,0.9622851462834512,0.9791604268306744,3.0,0.419823476239092,30.08223209629427,20.93312833487192,0.6691427952018116,0.6362286339274398,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9174486116149374,11.288706489342747,2.6580878031033697,0.9578353781798684,0.9774129389274452,4.0,0.2989024794046873,31.0387885075825,22.5425501708172,0.6336074527782994,0.6024371493879047,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9196829813095824,11.11809949394889,2.7287409685056403,0.9590010330452888,0.9780637269867968,1.0,0.3954637636581004,29.12244598717536,20.95074133855348,0.65848653205497,0.6356247205408972,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.915398145528385,11.32197501832757,2.8304619080446467,0.9567644149059806,0.977726409787934,2.0,0.4107293636881024,29.620597001423207,20.406488827623736,0.6810192691064896,0.6597470810317374,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.923506623571928,10.807354082456031,2.629109782682747,0.9609925201025322,0.9807477297736896,4.0,0.4237184448524289,28.92338287169426,21.152411558820777,0.670288230096223,0.6377953484647203,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9223462221668888,10.827299367556186,2.6051813242757165,0.9603885787841396,0.9806197775925,3.0,0.475300125559253,28.24456540337615,19.646227296652043,0.7004996458263826,0.7135477664035327,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9262986518680184,10.516992131989069,2.560104196468813,0.9624441032957036,0.980262150911078,0.0,0.3444768674025901,31.932224727474395,22.29679807091086,0.6172243114082974,0.6282686686183429,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9300759459439286,10.361474852045946,2.538226800962825,0.9644044514781612,0.9813760109367156,0.0,0.4313706277983327,28.384265192198,20.06261127207621,0.6765052353913787,0.6363532813932309,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9173198135281958,11.26808863519009,2.729518312742724,0.9577681418867888,0.978962796450703,1.0,0.4057618208483914,28.9739483644842,20.92267288542202,0.6620946253678806,0.6184856249601126,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9173169580511826,11.186205019489714,2.7002442626878835,0.9577666511972476,0.9790621659893274,4.0,0.4027879635721836,29.98895321199187,21.24013560782884,0.6639474162105348,0.6541623337099332,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9141856868598336,11.52758418382572,2.8389319308225947,0.956130580490938,0.9763966162778912,3.0,0.3545353131386241,29.658573769654417,20.07902862166052,0.6358927846597486,0.6280594182306592,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.928090722601095,10.434175383485178,2.485019708225712,0.9633746533352558,0.9834307544119052,2.0,0.4212923984387324,29.49240558772322,20.956615918391822,0.6703263524647816,0.6420293648540449,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9162492069477546,11.477119780448742,2.750492421101149,0.95720907173875,0.9785371380313456,2.0,0.2709346414214246,30.290412709059368,21.135699315591857,0.614686181721293,0.6049468668517247,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.921813700955862,10.803255236491696,2.502070190164361,0.9601112961667924,0.9791864360457504,0.0,0.4533745217414837,29.46755318675927,20.95592267025987,0.6803318486796177,0.6826968926458487,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9119431438724936,11.539445029076823,2.812512468444378,0.9549571424659516,0.9767334759332688,3.0,0.3472327906476175,31.346875586042536,21.21218272277825,0.6141220093425668,0.6148700595855764,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9104365240398524,11.649449751424797,2.8201622530149657,0.9541679747931816,0.976705433338646,1.0,0.3137886914112233,32.04330320250154,21.79467712690405,0.5932594133715623,0.5922790160842617,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9164682047944512,11.196192426537724,2.7011661717997417,0.9573234588552464,0.9804497466132872,4.0,0.3499609017435857,31.785309883335746,22.002310300178724,0.6182309368348511,0.5961214609525144,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.916567472063056,11.161769171962352,2.605433202332565,0.9573753037215048,0.9776891630943216,1.0,0.4448349567937575,29.660836776482423,21.160787464951813,0.6726053703680467,0.6378479184421391,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9262681869164544,10.68852316550225,2.438059265064098,0.962428276292964,0.9828942925875896,0.0,0.2886333243081916,31.11644696513364,22.123826934264947,0.5980004420198484,0.58056802107716,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.918747951963002,11.127149043866469,2.6028133133205595,0.9585134073298156,0.97727764229389,4.0,0.4891526537159112,27.2993647199766,19.577265778807742,0.7063077407152603,0.6800479034216893,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9220535257349324,10.75343197614211,2.603338998280857,0.9602361823174792,0.9767328753591537,2.0,0.5029383635256353,28.2076430364338,19.990664818825785,0.7142675956566548,0.685839677448272,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9249184643377512,10.513918912544288,2.4384521808651805,0.9617268138312244,0.9811433619662944,3.0,0.5064990438144105,28.6216864847074,20.0703583378768,0.7168847682214008,0.6955058777722427,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9282196694101,10.39819989517814,2.4999107401059955,0.963441575542454,0.982395605629846,3.0,0.3629951203734162,31.255813181872263,21.97432593758465,0.6222008926589817,0.601471540296517,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9312852727113268,10.17415307644907,2.378410055703027,0.9650312289229332,0.9834734482336162,2.0,0.48607443057297,28.04710850165803,19.731050765119186,0.7136680095115208,0.6831559448463318,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9176838767167024,11.153444675515766,2.709940400250712,0.9579581811295136,0.9780349387961008,1.0,0.4681592574368087,28.290109588710337,19.490965684832496,0.7024238926198199,0.7087440366556907,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.927710814712625,10.407751128834354,2.6156310748812053,0.9631774575916942,0.9825874923199628,4.0,0.3711763315403226,31.37404421625085,21.293287085478845,0.6233771999782889,0.6288050570868883,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9240989134380648,10.70629214748119,2.5680478951574863,0.961300636391172,0.9816892390157028,0.0,0.4297951415588777,29.383372481895265,19.605847162047475,0.6767898659489178,0.6820177873793085,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.927328916859682,10.420433377206397,2.4522860433660947,0.9629791882167412,0.9808245978307648,3.0,0.3621391617615797,31.7731544004632,22.69497747367212,0.6377390639293155,0.623480764319011,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9128735269657646,11.693354611931476,2.874454527097025,0.9554441517066184,0.9763857117493284,4.0,0.3441835066704491,28.938472938756508,21.236366042950355,0.6295028780060092,0.5978480109704136,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9270396837160308,10.411249665718165,2.471459492916755,0.962829000304408,0.9819987020884212,2.0,0.4653901619360326,29.245414588672425,21.190921272386504,0.7068199393162921,0.6950566598485336,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9155495285305834,11.413987119525082,2.814693193171363,0.9568435235728036,0.9775471081030812,0.0,0.3640762184422833,29.718476299595903,21.044512357779336,0.6451034066991492,0.6394511848842435,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9172944273290702,11.063297390522324,2.610579063906149,0.9577548890022776,0.9780690983692912,1.0,0.3731337841437381,31.974248127999584,22.19718683641802,0.6540480839479312,0.6569735468294008,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9156176560621664,11.174896162134225,2.663848317440403,0.9568792436368392,0.9782763724052224,3.0,0.446561172805124,30.052930086613184,20.81203334015771,0.6799274492099601,0.6615359808481266,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9218575675120464,10.88803401569126,2.701518180485712,0.9601342990430628,0.9786358473437262,1.0,0.4310376515496477,29.11825659282236,20.33776835551756,0.669238879602702,0.6201305946550358,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9136596487945232,11.448928703322055,2.736426593988767,0.955855476769246,0.9750806837403622,0.0,0.5080216834914357,27.045417971317185,18.83766851587655,0.7179557450032495,0.7099177802913219,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9271172541379716,10.466621013963255,2.5610738123266383,0.9628693710801172,0.9807834896173858,4.0,0.4034399342292274,30.379664905666232,21.614933910289444,0.6645004084104366,0.6263592607703754,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9243851380355372,10.730674024982582,2.613528876252381,0.9614495892830156,0.9795504737314026,2.0,0.3758444387499267,30.268882689040133,21.377571311501608,0.6452183496708339,0.6221957636370169,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7895947269605644,17.776447023391405,10.624573051331868,0.8885914286337885,0.8684977459528893,3.0,0.3418488847453537,31.948022342181385,23.188861988387565,0.6325642861243335,0.5857205456872336,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8086244761092121,16.58397760949115,9.928330058458746,0.8992354954092401,0.8768179438153194,0.0,0.2515221841513179,36.78656046298809,26.12553692774488,0.5853059846168849,0.5086391037820776,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8056827277996567,17.35231196559578,10.444628417226344,0.8975983109793337,0.8767659309841573,4.0,0.2382927875016436,32.17712778348882,21.944385355171804,0.5750574773879946,0.5548391491109596,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8041903811906289,17.152889186685428,10.551353333907604,0.8967666258697584,0.8689265119248606,1.0,0.2462053986748776,34.171789378647844,23.1055188675312,0.6140102106795113,0.6023844065553929,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7939171073489893,17.6879694746415,10.75343199987786,0.8910202620735036,0.8741820357217197,2.0,0.4051887684937318,29.73797994822173,21.44058651301033,0.6745755541008267,0.5739700841755273,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7903196101655309,18.05863901691605,11.090096455222705,0.8889992183549622,0.8682896312104375,0.0,0.4038982721958739,28.20290209345284,20.488413379672224,0.676579142594799,0.6219603712502507,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.794521555344325,17.603796225455618,10.842896057378397,0.8913593862306376,0.8719427444986335,1.0,0.3712272077331654,30.76745687875154,21.958242195538,0.6442301524967422,0.5658061834659451,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.789503463886393,17.48162652691711,10.636177677644804,0.888540074491885,0.8648279068607445,4.0,0.3597119079786838,33.46308914049779,23.68331980323419,0.621693414136401,0.5978593272547674,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.792206062308618,18.08258200086825,10.833683364260068,0.89005958360742,0.8732427733764035,3.0,0.2838307905859373,30.10107983357663,22.50910098986743,0.61020496338111,0.5018288232105117,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7894162016828686,17.715668095006976,10.944263188430616,0.8884909688649245,0.8626574568952572,2.0,0.3386158688631728,32.494527699845605,22.24961225552689,0.6424378911391663,0.6142019494519774,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7992543511168473,17.375734953137723,10.627329726728949,0.8940102634728919,0.8664699441191657,3.0,0.3063095450773421,32.66879188879116,22.953430552956227,0.6002398789616942,0.571417380075534,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8108712363007629,17.168336581380288,10.42808897522082,0.9004838902623868,0.8762693765642187,2.0,0.0984972674612784,34.331724561814795,23.92990970488428,0.5437444691292338,0.540488653170079,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7873949481555551,17.966932988835453,10.823821061647257,0.8873527755756706,0.8603054653435468,1.0,0.4150629275157836,29.41145625251126,20.63559189953532,0.673666697114095,0.6613635915416424,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7932811790741348,17.711172704647428,10.80771161777637,0.8906633365901258,0.8708858635720678,4.0,0.312813911882654,31.98168454261597,22.525099317412685,0.6117575615971309,0.567983840721414,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7936476399694179,17.603196973375567,10.730054808961016,0.8908690364289695,0.8672482357296522,0.0,0.3737985641082602,31.182970984645177,22.17803324267096,0.6658575463181685,0.616566249375154,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7985877025744963,17.456701125927438,10.45827783516014,0.8936373440298363,0.8767234080339551,4.0,0.2631529955597755,33.24013489914978,24.087972767975234,0.6101720313594102,0.5363484443591052,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7940010076740761,17.953757035706463,10.832785809401464,0.8910673418775525,0.870013970903073,0.0,0.1891033842049463,32.38669641420793,22.932813688797285,0.5662469191429524,0.5356501827046638,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.796536167208013,17.54829978589807,10.780538841358794,0.892488749103642,0.8747698711602788,2.0,0.2645446530852127,33.271148185460696,23.48453179033897,0.5904013634993205,0.5424480325362805,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7994710655847848,17.487135696156923,10.539015625822334,0.894131458824792,0.8713987411947204,1.0,0.2419062242350736,33.23265507826884,23.581762139614337,0.5999424100380444,0.5655207315232893,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7966831494708689,17.71508000741011,10.549833934511476,0.8925710893507514,0.8717871368767096,3.0,0.23564188701888,32.54143256032568,23.85555876711548,0.5846613370106717,0.5247181721235592,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8012038803406433,17.467657497772738,10.71705037985778,0.8950999276113751,0.8722732557190879,4.0,0.1420454025046474,34.90602421492979,23.72350581588889,0.5259572856019473,0.505713568470108,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.8018943410159055,17.379748237327913,10.4860988295666,0.8954855337025498,0.8734454972521011,0.0,0.2982573502495126,32.01529946271395,23.324724652269445,0.6005327796835208,0.5289245381875298,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7918886301319992,17.90532140026319,10.892025567402865,0.8898812450041456,0.8679380965823749,1.0,0.2032456845446559,33.24658862829396,23.547668560336987,0.5808226256870404,0.520145428009102,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7931729683832438,17.676825581784584,10.696991856769404,0.890602587272392,0.8678726222151479,2.0,0.3309540236782613,31.784498441863867,22.03878277126491,0.6263902947099206,0.6021880092644525,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.807717271848973,17.24031738489634,10.477995021166851,0.8987309229779671,0.8764755028004665,3.0,0.1432486171280395,34.318510696094165,24.6577376088246,0.5699076990784313,0.5496932490493197,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7918699876393845,18.02030153706101,10.922265070900345,0.8898707703104876,0.868415162207264,4.0,0.3179662586206783,29.79368407660319,20.83237445510524,0.6271657025475454,0.5862097594096077,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8046987867151201,17.211508819078443,10.461338953637233,0.8970500470035341,0.8697557119345902,3.0,0.2363500387681623,33.66800620843922,22.83874506524284,0.5696140819881769,0.5913544592733241,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7992253572075834,17.7092631812263,10.684327583997282,0.8939940477121076,0.8726848856083632,0.0,0.2217987221535661,31.9409413787626,23.33322164476282,0.572847414131566,0.5291913847945292,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.791780493241061,17.476116798067682,10.684868511993386,0.8898204837854782,0.8698816648053517,2.0,0.3672868475724934,32.7225100424165,22.70556070424448,0.6452212744465894,0.5860008710485682,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.8106931822376521,17.129335157050665,10.284732352920187,0.9003850189870211,0.8791360647945259,1.0,0.2192655777344421,32.57859319951316,23.274912004930616,0.5525102915713971,0.5028556904780827,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7948950012912954,17.50862128053512,10.500109043437726,0.8915688427545598,0.8696968816213169,3.0,0.3515286797013087,31.956843518899408,22.542530236163977,0.6360898596452131,0.6009771492770827,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7953159120056623,17.635933248358864,10.602025019525705,0.8918048621135168,0.8702795872587926,2.0,0.3255655470476774,31.5855126235696,22.747683929816024,0.6144866727304114,0.5603326791036373,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8090289769601282,17.146422864219403,10.305296104680975,0.8994603810371582,0.8816181368873198,1.0,0.1378537092455469,34.68198846177675,24.4217069826441,0.5168733596215649,0.4634980529871343,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8133488280191414,16.95318693823982,10.493314760731792,0.90185854106,0.8774637342922593,0.0,0.2125385038552648,33.203400891452816,23.41723434459598,0.578436315221817,0.5551000167132832,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.8036488120527531,17.485929592153227,10.543623511151734,0.896464618449551,0.8778412192755936,4.0,0.1968387678547151,32.68433750949349,22.72903807825385,0.5532699181987156,0.5247542223402661,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7979391578120804,17.464062883424322,10.64630109477267,0.893274402348069,0.8732906153702102,0.0,0.2865502683080584,32.92189324137379,22.72109805690315,0.5980522646117903,0.5450784504184805,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7996221980253602,17.569238481338463,10.563322536119244,0.8942159683733757,0.8746477450890691,1.0,0.2256430099261761,32.89107231151304,23.26823369902228,0.5739448770260457,0.5431386312548339,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7967097429601568,17.17830438716401,10.465172874911389,0.892585986354052,0.8711011376473715,3.0,0.242976627536346,36.24335266995138,25.1988975487053,0.5719964090777745,0.5321934336048582,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7970562014166158,17.541578951354655,10.647605369787687,0.8927800409308837,0.8747693489545948,4.0,0.1840498856250058,34.89245332256644,23.9802907319076,0.5231280395155831,0.5356353430808962,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7972815478305275,17.750203448089394,10.706826869823438,0.8929062369024754,0.8732980794886969,2.0,0.2592156139874313,31.45885559324264,22.51940708057369,0.5906450870481056,0.5494099869104178,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7896837146773683,18.095426898095333,10.791721975019144,0.8886415873120326,0.8678706502781586,0.0,0.3661403234876228,29.054192192196886,21.04890246389332,0.6587225705409894,0.6046152484026167,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7983903691053729,17.647670742513956,10.645666899225898,0.8935269387439271,0.8734239092035885,1.0,0.2749936007631234,31.63134787579507,22.627062960440625,0.6302105807871976,0.5678998468186425,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7946825701446303,17.534459031183623,10.56668386443015,0.8914497212325844,0.8692830873653015,4.0,0.4377424261555123,29.648093471191945,21.65692722378176,0.6929035072928551,0.628897756709879,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7816888581693878,18.027344114699385,10.89175799169013,0.8841317216875018,0.8666958885518148,2.0,0.4066355963074597,30.64265212941625,21.71385048392548,0.6801785926333863,0.6154953111295441,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7878181609006057,17.931131411766202,10.843977043427383,0.8875912285904322,0.8613736550942316,3.0,0.3527235224094498,31.122947848138445,21.610496823067745,0.6597899414583315,0.6611460986781631,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7050940377710098,21.16230272158893,13.07620131202986,0.8396987780438403,0.8342726192600824,2.0,0.2658510543010959,33.01059600058296,23.431679953799254,0.5731054269527172,0.5600943789725058,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6908738926336152,21.937901502704754,13.66047477839624,0.8311882414366881,0.8254565477470489,3.0,0.3569135151647172,29.257386607466263,21.11495057605346,0.6375247713147861,0.6169281279419665,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7304110508029834,19.8679790738278,12.708792149601456,0.8546408900179477,0.8364273826498424,4.0,0.1837530536397972,37.23083252933301,24.991445502892457,0.5145594287834792,0.5384747401689668,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7173226059169326,20.698464636396505,12.715152902221888,0.8469489984736112,0.8425037264587008,0.0,0.2269485240807597,34.01896173055564,23.89311820707115,0.535394539664434,0.5189957922407057,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7172184783631006,20.6131891899766,13.036519043038734,0.8468875240857371,0.8333788062717803,1.0,0.2954300742751489,33.00585001236937,22.80994593355539,0.6015017248878833,0.59999120394229,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7015437662534636,21.181180965832485,13.2669721284532,0.8375820952673422,0.8271819392662734,2.0,0.3404829013339592,31.933711685247943,22.50327670461453,0.6107580259196417,0.5964306430160365,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7061624336884476,21.44590937165044,13.430583366344468,0.8403347153124551,0.8343303141880908,0.0,0.2559870706671231,31.082532512973817,22.45330010563456,0.597507270231828,0.5611171371900948,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7238299121852272,20.66414253759474,12.869033512310567,0.850781941658409,0.841487362408762,1.0,0.1824245981420369,33.503535459319174,24.31876613680173,0.5498355022725367,0.5469013293116284,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7162597510771944,20.542220021320173,13.122435966309178,0.8463213049181075,0.8346899893921319,3.0,0.1769063772799836,36.322582000411074,25.37092274444339,0.5076711537865048,0.5168129718258531,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6928314472800694,21.166579843525906,13.368199025161758,0.8323649724376463,0.8264755886714387,4.0,0.3554622707772501,33.29671568503719,22.29435100238099,0.6233241278293533,0.6164711220147961,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7069330618609146,21.21831564621628,13.425965700165476,0.8407931148590009,0.8300288331491037,0.0,0.2670300381599163,32.08843615159832,22.181903667870568,0.6175195247852039,0.6142441509198285,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7143110770912691,20.90773885023039,13.059554361198094,0.8451692595220532,0.8347817827707001,3.0,0.2633270141571551,32.39611515867865,23.22975835816034,0.5914065985104462,0.5947466562897743,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.709746214932067,20.977027128893084,13.068750517173433,0.8424643701957248,0.8368051765650112,4.0,0.3529218589005439,31.05064751324615,22.204264662899224,0.620950415574081,0.5757302781543727,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7092656027052735,21.00933283685448,13.073805301361082,0.8421790800063884,0.8373386686411393,2.0,0.2565271693582225,33.156695825376055,23.127732975284022,0.5574754241410975,0.5556556068446756,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7013788516637622,20.751360219470843,13.04289731920547,0.8374836427169193,0.8264556067586402,1.0,0.2633180335166287,36.22710360566997,24.50012977466105,0.5659001721205144,0.5889060479839607,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7048410830209788,21.25207061777014,13.26801089784535,0.8395481422255325,0.8333557456980907,4.0,0.3429195552522389,30.70945442946385,22.246458393127707,0.6278654527569039,0.5946408563149771,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7070996862423353,21.221223651645484,13.314123081873012,0.8408921966182532,0.8333571122742653,3.0,0.2678674773519126,32.10486854180246,22.902453341989432,0.6004700061314757,0.6117937477426773,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.7111019205101436,20.75144324482308,12.956274085814895,0.8432685933839652,0.8337866292400674,2.0,0.2890378938549235,33.694641700686816,23.296460798834183,0.5821796466828171,0.5819210674707623,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.714251969575862,20.84799151696118,12.81461359559295,0.8451342908883754,0.8393075177773043,1.0,0.2283119107671793,33.739790863589405,24.200297752119404,0.5452224833646033,0.5288132569192421,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.6923255302701037,21.16369060822798,13.395324279585276,0.8320610136020694,0.8246498901980821,0.0,0.326096688737989,34.14238469264341,23.61028026086296,0.5993580378668661,0.5808492263092162,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7135536635690015,20.737292862846765,13.101029646623145,0.8447210567105292,0.8404469647803232,4.0,0.1688122586238648,35.935357192144075,25.021885219621566,0.5200366622348997,0.5074734084509676,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7035954195248103,21.51384402970692,13.342774312135454,0.8388059487135222,0.8308184504903416,0.0,0.1985205130542962,32.385048683490275,23.233186319388096,0.5721411062377127,0.5385154803965138,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7108868206173627,20.87234343342729,13.088648729898022,0.8431410443660956,0.8329506036722587,1.0,0.1427031455214259,36.19701669288245,24.76819191915039,0.5207452087675539,0.5506992966493192,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7189086075384408,20.87938760576425,13.064731984889336,0.847884784391132,0.8414006039664236,2.0,0.1881087416141594,33.132617538320986,24.37114669091096,0.5376572522250171,0.520787153134197,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.7018456081895685,21.01625653213163,13.115569064645124,0.8377622623792198,0.8336030743010643,3.0,0.3401643414870753,32.834771653407515,23.02947169384693,0.6094855844606086,0.6000138914469898,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7069409076997031,21.27927486430787,13.314425941798447,0.8407977806086236,0.8366095009854787,4.0,0.1568990214502004,34.097812384885515,23.57417204284242,0.5198874269386224,0.5063719482917067,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.700304307395125,21.48971649783855,13.513091361824063,0.8368418653178029,0.8312865364911827,3.0,0.2887652192999232,31.50097109592309,22.166353643350163,0.6079762971100366,0.5850603232532284,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7039713247993499,21.38487689198694,13.543683070882867,0.8390299904415481,0.8307298714911185,2.0,0.1985553344692083,33.25767233811802,23.31823772181858,0.5284127422289953,0.5304554902140269,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.715180027223524,20.565783233993628,12.893150122076577,0.8456831719809194,0.837308963562444,0.0,0.2800665950141083,34.11771261062891,24.22225476609496,0.5846167987546653,0.5550546523641036,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.7104972042483555,21.07234458137934,13.096268257463008,0.8429099621569824,0.8363946746126513,1.0,0.2391785262494317,32.908166636040086,23.05332641292528,0.5531112394210439,0.5592828433882846,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7237017631239316,20.36985391125869,12.817458434548744,0.8507066258075655,0.8405245745866922,4.0,0.1335001257471066,36.67390512174094,25.017544695901,0.481035985917212,0.5058403691890901,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.716810763512375,21.111494745738927,13.161228927465238,0.846646776159143,0.8431488763431177,3.0,0.1710373513593313,32.1714557317379,22.68084209407846,0.5333291413444142,0.5169369006552239,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7125893946552713,20.63921577563272,12.99111902108976,0.8441501020256008,0.8368909595119124,2.0,0.2807276444498758,34.223497689088525,22.990296626631125,0.5729713317981624,0.5851108575424779,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7066291682750236,21.276271669314603,13.371081218151858,0.8406123769904219,0.8329226640916746,1.0,0.2029960571091377,33.219129975146835,23.60553844187581,0.5463485416350927,0.5315015688085023,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.7011647190778207,20.754370126019705,13.353209938035272,0.8373557900748301,0.8204665365500218,0.0,0.3657902730685273,33.583008423133016,22.79401808368971,0.6263983177071035,0.6529938276332699,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7090808087236148,21.052143686006783,13.187924798086115,0.8420693610404684,0.8362012479208881,2.0,0.2693350014471783,32.72539753190596,22.82401886868317,0.5752635738279918,0.5744864870565638,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7019543717594281,21.37453596648217,13.257385313567465,0.8378271730030311,0.8337814798940243,0.0,0.3089625867918874,31.23541021264756,22.7884905830564,0.5875865752168685,0.551127661459294,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7080143410508057,20.97382167962348,13.266040048991766,0.8414358805696389,0.8316813445834422,1.0,0.2847429999209532,33.08070956025132,22.67754307215029,0.5845347721016994,0.567428124311136,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7039581381260871,21.3927060402195,13.215625298653846,0.8390221321334078,0.8340369209279548,3.0,0.2683531388603118,31.68486511430718,22.16547075990784,0.5998899226311647,0.5781307890728579,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.7097125208543551,20.77025633975472,12.955656249595927,0.8424443726107227,0.8337633245946664,4.0,0.2706966518579572,34.31912826682317,24.458361584127143,0.5785974734708981,0.554967937814657,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7044912770811593,21.355260537143234,13.26084143400272,0.8393397970360237,0.8351672645556775,2.0,0.2912829324085877,31.29109403831152,22.258407321775632,0.5873893543146512,0.5809352156512865,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7140724129175737,20.902466384179768,13.161417594462923,0.8450280567610639,0.8387739112278623,3.0,0.2575737367851636,32.68067969696345,23.787720148036843,0.584413045787484,0.5547016603255013,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.6982600867880959,21.583979446069748,13.471015651830603,0.8356195975156688,0.830860276417073,0.0,0.3561600276059956,29.84802230803518,21.22767489340881,0.6313153707401007,0.6147142273317243,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7009501571145236,20.86538340687862,13.155961660236194,0.8372276622071277,0.8280698902346901,1.0,0.405069373138356,32.11121864493486,22.77753557047913,0.6425424621314575,0.6074487906364398,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.7152333804430471,20.60852364389602,12.90311853341444,0.8457147176350472,0.8382504423344918,4.0,0.2661859193569286,34.125804342039174,24.29307532387903,0.5693133136538939,0.5277038124104264,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9171279374810296,11.77884123616094,7.898952125580434,0.9623418216148658,0.9645692953464922,0.0,0.11193614488499,27.38911378555348,18.61827593695296,0.3583028466191214,0.3951136711193421,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9066982744706528,12.429134350917789,8.333069644327653,0.9584228862913956,0.9617216757832594,4.0,0.201170388701724,29.95734452355347,21.8070893263092,0.5395872368113908,0.591110913767224,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9141986835585814,11.943595019133594,7.879501639580995,0.961237760623336,0.9642228254119674,3.0,0.3514369589205548,25.697491760184743,19.063815939039426,0.6164815021141989,0.5316871585797307,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9192613358748476,11.781793832322766,7.795800026666294,0.9631707055497736,0.9647923083339524,2.0,-0.0541198195087839,30.38434590374028,21.5337266925728,0.1761733926642768,0.2097136482142742,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.917780339603531,10.61645284138106,7.505279102730009,0.9689124524382008,0.971121217675487,1.0,-0.0177213277819801,36.51378002205814,25.942171496903057,0.311067533171695,0.2744042007927634,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9186389215634744,11.326577611700806,7.289227226969564,0.9626950778290636,0.9634970349257316,4.0,0.1453925968758169,33.12255947285955,24.6875713587317,0.4050000176580106,0.475477251319846,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9161899356070256,9.86610800757957,6.920364928738052,0.968664548628463,0.9711112783000864,3.0,0.2749168830552004,41.27584526230579,30.669526958833124,0.6206009460096948,0.5512108076843013,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9139632597252142,11.36643742565716,7.421820638094124,0.9609436734511264,0.9649459359683092,0.0,0.3212024506547108,31.873547636082275,24.289359953689544,0.5897997363141272,0.6044053562544208,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9043131844223752,11.12840134659744,7.141842706448389,0.9569429894063776,0.9618351814620638,2.0,0.0340383858945381,39.143145050694045,33.130931099513795,0.3114764114299763,0.3549171789576982,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9230297668262146,9.860605720155815,7.0308108939135865,0.970394477626411,0.9733563631822304,1.0,0.0515429450199511,38.742454733679295,27.317297682619536,0.3712969354674153,0.3819450102981656,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9152619140705792,10.891033857703455,7.087306248854135,0.9615850387172162,0.9648982692309326,0.0,0.1554640432677498,38.35183445505428,29.06455815572892,0.4164107740135936,0.44107433647924,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9165716435990784,10.970117853082344,7.799733508697523,0.968465251065979,0.9706583516896604,1.0,-0.1920933122648511,38.512710650397686,26.736305798608583,0.1081553981953688,0.090176076020871,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9222446132282984,9.95208868608327,6.963131277069757,0.9711202608982284,0.9714063539409342,2.0,0.193552212618364,38.64222633165504,28.278424587941647,0.4765239690275818,0.4924481337843719,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9081349317300296,11.927102557010146,7.899391205320653,0.9591996573933363,0.9636996377278292,3.0,0.3666056334096345,27.917793626527683,21.738701469705635,0.6677314621505255,0.6120484455563525,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.916755039781993,11.975325325462912,7.819475064553102,0.961846982899049,0.963974129536374,4.0,0.1963915716640317,28.525431642735743,20.91897752507846,0.4714885050418552,0.4878933768092152,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.916901635433972,11.547088913287627,7.6488173412362865,0.9621056270305596,0.9651562645352704,1.0,0.0964423592056684,31.62028016958345,22.3201220673002,0.3827702634309428,0.3053381479469274,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9172035620072068,11.00547436178928,7.839617960903788,0.9684737731893568,0.9702839725069276,2.0,0.0219466481735978,34.08191082635418,23.630545532225497,0.2681799789049096,0.2900772795399968,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9175132088860152,10.976651577625958,7.732963709584539,0.9685031454103914,0.9701172665588634,3.0,-0.1628273124292225,37.651412774585,26.568735594945064,0.1161042191344643,0.0500839249192791,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9167900493286884,12.002692257995566,7.950396718918346,0.961945191297242,0.9640713467325596,4.0,-0.3219112557109891,33.11342332011002,23.341261606806057,0.2166043146036099,0.2366906067403294,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9088541551099169,11.20931551096109,7.324345647708808,0.9584698067072428,0.9619668381971443,0.0,0.2361391128114621,35.90055970014927,27.133677361227623,0.4936071722395082,0.5066415555955995,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9135092207199622,11.327124127814956,7.338708754701126,0.9613029061459736,0.9634005041147776,2.0,0.1061453994403521,33.102980938116254,27.247423255555585,0.5034427011349023,0.506353362512455,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9180395879072618,11.427092899863396,7.432349995353923,0.962409132824478,0.9645329025089228,3.0,0.2865657837907136,30.217083269457547,21.901843402935988,0.5437455170755758,0.5492181949137938,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9114482650471496,12.209422479345916,8.044392215093211,0.960045511566844,0.964181905337816,4.0,0.3597709226414355,25.63804491952149,19.148029024659976,0.6111294045227712,0.5481664131231523,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.916595168983848,10.918935654030236,6.930980829105725,0.9616104124476124,0.9622954275851112,1.0,0.0822290419404659,36.71360666906138,29.847852459179343,0.3354262739223155,0.3376682117439595,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9066937423171572,11.651950055728603,7.567483615306692,0.9583342915788132,0.9620911861290836,0.0,0.2121782920551713,33.288341545778444,26.73848922908123,0.5556380492828754,0.5503701819159691,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9077335012581682,11.059369834401254,7.0014853457137,0.9582831313444448,0.9604571481516762,1.0,0.1872305012301571,34.4269898414924,27.7055710675436,0.4453227266451472,0.4796116679437911,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9147626610552374,12.126251595659133,8.082591663485559,0.9617572142574652,0.9645744136200636,2.0,0.2548792938188321,25.97882668201783,19.569525376314964,0.5507453164688497,0.5201183471452843,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9187203500620552,10.140085353133111,7.070287099419505,0.9688224009507032,0.9703152985188306,3.0,0.1211207369099388,38.96078964537756,28.76717465091585,0.4372310145433098,0.3754942339652087,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9155721072996866,12.745392741018843,8.623630470000599,0.9616583222493936,0.9635392120922064,0.0,-0.2731772008056592,27.120970846843896,19.6444177791058,0.1539141327640946,0.1993177622991683,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9200012753295216,11.226150574749264,7.20586184212165,0.9634676223631098,0.966274492018562,4.0,0.1665499655283665,32.57670885641165,24.72785739579251,0.4231309311758401,0.4293085213573426,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9233773398372996,9.591605768195524,6.724950857208901,0.9695029569800644,0.9704354436735184,0.0,0.0325558218664765,45.30278700908187,34.21979176433639,0.4113169696368057,0.3426450907262462,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.921672732360429,11.338636328440574,7.407049151798182,0.9638044177206412,0.965255659272027,1.0,-0.01353707233899,33.17474935860389,24.27203127718585,0.3326643582896975,0.3379123094646485,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9169621490461062,10.129026863068892,6.996052093267268,0.9678129606973752,0.9702864563660372,2.0,0.2676011162807129,39.062420150581296,29.26774386443257,0.5675522275877063,0.5878390119001795,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9031093883285056,11.386207771135354,7.406621134437615,0.9562768518298412,0.9600373275206128,4.0,0.0920209707156833,36.89507512189894,30.43204175806452,0.357418636188204,0.4043267423843275,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9173451791987608,11.005434750852537,6.97542581423499,0.9622250863622476,0.9624506496623192,3.0,0.0532412239479883,37.63952158947983,30.675245476190472,0.3320850459344888,0.3543889658864087,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9051096172199454,11.125703138158745,7.079506892440584,0.9560766196740792,0.960004819514057,3.0,0.206620291087862,36.7559744857135,29.181447744217685,0.4589227501240603,0.4664950696695598,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9179577205897688,10.366306675940647,7.1948300037667,0.9689271054269902,0.970907750931575,2.0,0.2261917327934867,37.32829714174892,27.52896657051282,0.5331417018591069,0.545458540785601,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9163944210010174,10.03499959732506,6.975771055891044,0.9681237952952676,0.9706423857735516,1.0,0.3104832991225881,39.21083389676919,28.455473075817466,0.6525480435734264,0.6664002101788327,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.91424649113564,12.576628992943954,8.396412770688874,0.9609936877395692,0.9634069304525013,4.0,-0.1090093796875153,27.57576734631208,19.837384226848428,0.2356658138129293,0.258424378669577,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9120062652107456,11.201159309407354,7.111712025678352,0.959250134871938,0.9618570841981164,0.0,0.1517374390328184,34.12852629864701,26.70129511268233,0.3910810801550932,0.3779772253712469,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.91571304980394,11.403526023351546,7.465821432334214,0.9615606791714914,0.9646153223537112,2.0,0.3441269974225509,29.56432516326801,21.00963530225239,0.5893628590464197,0.6007510101936439,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9131826879582358,13.119603715737638,8.812949526861225,0.9602123595520932,0.9621743770893584,3.0,-0.2385500001117317,27.26145701941479,19.66596678273644,0.172954547189374,0.2191047864199507,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9192619950085,11.408161910974416,7.413455616029725,0.9622631871041644,0.9628718400969628,4.0,0.0026440676874505,35.12443289455883,25.945610452121933,0.3862321767604939,0.3941987782827744,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9126478698518756,13.032165899479802,8.85779524696412,0.959761907537285,0.9611513415041388,1.0,-0.1970138042565041,27.42864246769461,19.46076722603784,0.1707977686761033,0.2443751997619654,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9195170381962464,10.05563830983556,7.156947818357633,0.967941629500291,0.9707431100091208,0.0,0.0528540270362745,39.26129083812708,27.54608606463578,0.344786173728187,0.3313974550478928,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8579086798815131,15.064156147665011,8.696530127457073,0.9311455438947912,0.9572798535246876,2.0,0.1755454791440123,31.80755568873044,24.11901101217157,0.4750073212109692,0.4461951256252827,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8601499539226215,16.483603536076398,10.06939137747121,0.932260241829816,0.9557127704787932,1.0,-0.0905507549826374,25.53484559474528,19.008817435743666,0.2244864503379419,0.261343769708888,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8263531811312675,14.817841900048316,8.20753402458211,0.9158129557412696,0.9500320977156336,3.0,0.0910800213836259,35.549100662855544,29.854228640426964,0.3812304060844821,0.3584863604181497,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8564119619077523,15.687967428569037,9.145848362701765,0.930849812573662,0.955314862565203,4.0,0.1464572361593908,29.665044811124748,22.450316681670124,0.4489348346368358,0.471730706277821,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8625606201712017,15.234650563922456,8.845685465906069,0.9335800822954058,0.9559765555551964,0.0,0.1075858066308986,30.164716305702207,22.895395247380243,0.3751742955057187,0.3637862113428422,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8625529058394003,15.171204791042156,8.985048371678396,0.9334022237914732,0.9567145106797854,0.0,0.0157837576336988,30.532811318123134,22.48792906457556,0.3472871557327908,0.3458496705152584,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9123266305910742,10.981523478213836,7.7384640117206,0.9664714749700656,0.9684811499645238,3.0,-0.1448543825709125,37.80556954977909,26.622688061246823,0.0721191447708193,0.1132275157239666,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9222933196330696,9.51441100535899,6.50577446426264,0.9701527982226475,0.9718445779274276,2.0,0.1548229391357821,44.048284301957416,33.08466013163218,0.5105210278252974,0.5578255887232266,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8573623872291218,15.052454264481923,8.428486963864497,0.9302218226023612,0.9558619532884584,1.0,0.132476212699046,33.22185520657451,26.03467309091826,0.3903251891223063,0.3930927971406257,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8618688435997501,16.011375608082336,9.771932608979542,0.9334832858587788,0.9563536893976716,4.0,0.0564366739742018,23.55714024869747,17.03500038056017,0.2996355122401468,0.2883049603233925,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9115160359554966,10.482019133397111,7.17472673856991,0.9671100151163582,0.9711360742107944,0.0,0.2716145998573698,38.487220887559,28.498901518884715,0.5906606420161455,0.5917717925413812,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8573621202899556,14.538489044582011,8.451873897589786,0.9316526606620396,0.9594991322192647,1.0,0.3217410424238012,31.48281151852285,24.10766149889048,0.5792024846186192,0.5936335389093345,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8580465544645137,15.065134112431489,8.835883591440796,0.9316669944270616,0.9574156080780768,3.0,0.2815077272692207,29.05170568561162,21.362458456777457,0.5900432246929901,0.5436950734587326,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.864471120085202,15.411407152537077,8.95901231198776,0.9339387316872658,0.9570696567268318,4.0,0.0226309072337088,29.53789264112392,21.16412931436851,0.2981521838879322,0.3140136887611819,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9056918745897352,10.509108124191608,7.188539933328544,0.9657249367927944,0.968143929721411,2.0,0.2636625392181075,40.33059715114698,29.82126616253571,0.5847902091956304,0.5701187420262301,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8495440263888338,14.58529545506415,8.194619558713377,0.9269053456150363,0.9551756890207328,4.0,0.0855324146752599,35.34983503467045,28.899613472969943,0.3160408492396842,0.3136816033666845,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8530516265783118,14.850314231787936,8.7046660962051,0.9293669372919076,0.9572945221587924,3.0,0.3895460458176085,29.786536222288152,21.864966739811315,0.6269066679958214,0.629109040722129,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8371337833034709,14.522760661486588,8.129906733921848,0.9210343802119314,0.9519654035072992,2.0,0.1651641417053458,37.06360540022367,30.23229964323417,0.4139604689665028,0.522118131243067,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.922189961293684,9.749204685264516,6.806805727584509,0.970191664579122,0.9738574342336698,1.0,-0.1204950248568998,46.59132053588907,34.051011742782435,0.2118704054275896,0.0531762357374876,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9175017867233224,10.213513213905296,6.96043201267372,0.9681292203467184,0.9707224537499044,0.0,0.1265977881673281,41.22826409338413,30.62136723900029,0.5115521336201571,0.482174447469829,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.911102471061596,10.09115960895959,6.885154265020712,0.9664860149182836,0.9691025893228844,0.0,0.3354203007859923,40.6599917318403,30.664907743787133,0.6418327330482634,0.6636712553749272,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8393120671210921,14.478540934886936,8.254359820059003,0.9234542516614196,0.9561194050993382,4.0,0.110643531255004,35.628340028376854,29.729794713508923,0.3622193320318718,0.3346688636782514,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8519376203671386,14.137000954024572,8.213215035539609,0.9292024822020049,0.9572316738111474,2.0,0.1304508857512066,38.38254718062003,30.2626181651657,0.393578807022975,0.4886031212880848,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8437436887861587,15.28540395977424,9.01545477171397,0.9248399296522248,0.9524542232592528,1.0,0.3044658665187469,31.607815800501605,24.529696327883187,0.5819012381815192,0.5594971896468106,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8601380967984532,16.444488619194672,10.05774246210664,0.9324637068981544,0.9551157794596712,3.0,0.0345737627176061,23.74216852429443,17.416129561648372,0.3507246351891319,0.315359711564764,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9194917825926504,10.134546039356158,7.036420228332337,0.9700427212606648,0.9702503678084988,2.0,0.1148813658945115,39.62760798422728,29.20378113584724,0.4346707551785838,0.4439163014726834,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8593591331231023,14.370602784766437,8.184405090142885,0.9326318815504948,0.9583444071471744,1.0,0.0895257795277707,33.36037365780152,27.87203380993069,0.3679164989920477,0.375140567886836,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9050662675688348,10.427444789270012,7.150904611999204,0.9654582142342611,0.9688721833770682,3.0,0.2907934576344678,42.22002758565012,31.768694963082307,0.6159054106428102,0.6153076480568885,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8581447268969724,15.607660431766194,9.071333601765671,0.9308267760745468,0.9549484766736612,4.0,0.1685821087856953,29.513067642976267,21.708134293863072,0.4167638883700114,0.4357948968094957,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.845677469077897,15.20390567129794,9.033002908285097,0.9265127078967212,0.9532174456842902,0.0,0.3597029105020102,30.696193550884995,24.051721891404608,0.6189410005449488,0.5799023073848609,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8616478028956437,15.214644718807424,9.000836021445622,0.9329613016655852,0.957392918315353,4.0,0.0409747216408895,30.44574085003796,21.680827079837183,0.3039779173022762,0.2732112446118344,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.84206350358385,14.613098119153507,8.172734284131952,0.9226941573833846,0.951157511549424,3.0,0.0199254564049548,41.69955796452327,32.785194896851564,0.2764405343546361,0.3633582687756398,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8454490711858602,14.892555025092534,8.75456715206697,0.925192287849676,0.952743858599105,2.0,0.2618030402327252,33.88371421132225,25.13617418877285,0.5328624359681735,0.533211512943835,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9109398366813364,11.45822620011278,7.959885971096652,0.9642846841326722,0.9647320120782148,1.0,-0.0691268738949832,36.03651536892266,25.53813288561275,0.1089467572392193,0.2013630643752851,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8462974791203165,15.289344983676838,9.043743594980894,0.9247251782922012,0.9504192562944076,0.0,0.3066208652838673,31.64354174381559,23.30137053352848,0.5685858409887451,0.5522722479055789,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8405709490506981,14.835213662133814,8.392678502372435,0.9233147400096624,0.9505046018050248,3.0,0.1344655990911735,33.42219179676211,27.09537392074883,0.4009642790019139,0.393252241081021,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9212544835888088,9.949179059952916,7.044713286182485,0.9687676162212298,0.9706950506639888,2.0,0.0290674258450849,39.70113304514548,28.67785582879186,0.3315672792145778,0.4039646343750379,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8590070143940176,14.62067013954088,8.34473127460354,0.9304716982897224,0.9550256939776228,1.0,0.097598143370189,35.87879775913199,25.386159901840667,0.3731791372219904,0.4364849036566079,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8556349089600684,15.087283415564889,8.754238564508972,0.9296072807182184,0.9546478580161218,0.0,0.0985987302613544,33.76350403061357,25.11929281251771,0.4111002477028315,0.4686069792949872,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.856448221140341,15.046383106596974,8.725593610587737,0.9297692137009568,0.9543946675959444,4.0,0.1894655345153721,32.652675076520914,23.865663356861468,0.4423084903565725,0.4818104433779562,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8500661557612982,14.575825401615234,8.145823000152394,0.9269976765333224,0.9544076063082086,4.0,0.1059196599961411,36.0095580654169,27.818893473075004,0.3587176837989032,0.4052302351719618,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9209498007020483,9.72156542933096,6.66235095526077,0.9686465860255352,0.968481419785784,3.0,0.1595766405836844,41.23560869928644,30.822128011677144,0.4945688127416817,0.4915854289117458,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9087557940823578,10.594502867933231,7.181424205248328,0.964805487086763,0.9699532617968338,0.0,0.1700036027115039,41.923485975045374,29.730913971372903,0.5539305031470103,0.4431596794171024,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8479426984900786,14.458291303243012,8.381307784179748,0.9275821429134536,0.9547551469118556,2.0,0.1347186146325807,35.092166788416456,28.23172429329694,0.4032372177907261,0.4839404802489523,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8656870756666077,15.220038976039268,9.14054443684423,0.9349915820774056,0.9591885746237544,1.0,-0.038692144910194,27.94603692870539,19.56525625034552,0.1878018263398426,0.1822815003895874,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.916821687609474,10.01523171581865,7.1850865046370656,0.9667145568911166,0.9694134359749528,4.0,0.0754479552036764,39.89840863446491,28.7800171004514,0.3917602397823493,0.3849783527083769,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.916893941330521,12.22499348114628,8.154111215411532,0.9618606045696478,0.9619070246475168,3.0,0.1896900330817136,27.8588998895546,20.65335258317244,0.4592653041100294,0.414061400312715,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9257700109746492,9.444660406326436,6.715929122628087,0.9705780846498748,0.9693047553020464,2.0,0.2035321843898209,39.96842733279187,30.22827364991653,0.5051667278290202,0.5398505347200052,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.917593072172676,11.023584189068428,7.191230937834502,0.9622334325048576,0.9629128545317288,1.0,0.1089391171607798,38.148683301409385,30.734516160732973,0.4037873394709846,0.3975180564964015,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.912118345368398,11.338106863294946,8.256588585224035,0.9664556393748832,0.9675143271977914,0.0,0.0420877152883715,33.54409657540073,23.53093059917608,0.3211255567093933,0.2915897469031084,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9031463348837464,11.85639809742752,8.012516839368256,0.956270135680494,0.959679822398012,1.0,0.3868293364121058,30.88286907662119,23.622802121476223,0.6527930368003512,0.6493287094696357,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9181198153707368,11.241324763383904,7.4230536220335805,0.961736639806386,0.961235834242109,0.0,0.0269486030223917,36.83863979502368,26.165158626815817,0.3469992652560429,0.3877969351741498,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9124639771520436,10.587170588968084,7.435761423926466,0.9671269264509044,0.9683824629137536,2.0,0.3315917966095839,35.655809643013995,26.80240383258928,0.6115938308976652,0.5997872280876568,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9078632113521476,12.271487005597836,8.234010646971718,0.9582569220022448,0.9608272822620108,4.0,0.426791482745139,23.902290751295435,17.85376553689216,0.6679819396503447,0.5523898474676168,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9085458403682184,11.373547395585694,7.372772583813369,0.9580876783707228,0.9596522857730798,3.0,0.1367418965776002,33.71366695181412,27.59556109338557,0.4231952929373823,0.4116043325450347,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9217721636612844,10.061207587858444,7.190684436522538,0.9696770149916464,0.971073064875075,0.0,-0.0365449530615147,39.3983076170324,27.60114063982356,0.3187467502955214,0.36839125639435,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9100432972374576,12.034324349627164,8.0130746821108,0.958771343887487,0.9613415134166882,2.0,0.2141780925489519,29.998726160997176,22.240567299092927,0.4926576562609299,0.4356795226767557,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9133162827338166,12.137682878231256,8.248258675046046,0.959984976552611,0.9614421037899982,3.0,0.0765732760523001,27.70722715522044,19.15359225414792,0.3735070047117312,0.3415392886303484,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9093245097697258,12.224148352057508,8.23290555722249,0.959042796460265,0.960222540175382,4.0,0.1726560940603286,29.47985126150017,22.850656735542497,0.5677083113998167,0.5218080071029428,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9131143752343116,11.04617670701414,7.157085298807935,0.9601698314443884,0.9608737752657368,1.0,0.1423705702355397,35.67701535533343,27.051947210515515,0.4083599175488007,0.443630671391006,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9073969987800158,12.048545902869948,8.084849050025293,0.957282964684544,0.9588656801112154,4.0,0.2055434803387488,32.186770838640555,23.357363919598946,0.4856678487715884,0.4515025260589844,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9111518252251696,11.274735467228082,7.422996535323457,0.9589795161737056,0.9606804862961856,0.0,0.1909402295878416,38.52289160664145,30.320239859052364,0.44830160591775,0.4077853450822515,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9115696173363436,11.480329599640353,7.459044312255907,0.9590553558451144,0.9601553515147612,1.0,0.215013859094597,34.14138363595058,25.384686463979754,0.471548188821955,0.4875412352027694,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.913658077714996,12.013156633234596,8.169952694411487,0.9602611784709768,0.9616201408951176,2.0,0.0622918523433335,29.300016367667524,19.85285271733953,0.3262567518713794,0.3028842670668519,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9022589745088512,11.635598197334932,7.646878809967837,0.9559920193910892,0.9570932695968932,3.0,0.0322191353190041,35.95226017064774,29.26494667302489,0.4318048348292002,0.415268144607491,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8994626082814499,11.740477759283015,7.736659669358776,0.9545642466175566,0.9548290734612356,1.0,0.2067264745536633,33.88453197642616,27.253007768634543,0.5031432339573659,0.475595298715672,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9133266497830302,12.906362914362283,8.861167903647313,0.9608832239249884,0.962243209946371,2.0,-0.0785592705027213,24.14847685301677,18.3206690788487,0.2911539281240143,0.1957441708645508,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8993159262885615,12.331056195904436,8.334251510648627,0.9548281899448628,0.9578297483211452,3.0,0.4318278227548588,28.36251273428766,22.48535443630512,0.7133415759262717,0.6789952982860525,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9167022443099908,10.156908918100832,7.251175493280226,0.9664018962884152,0.9690409902041388,4.0,0.1740796319747505,37.60054168894869,27.564643684133685,0.4642577775335366,0.4304151310622838,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8908071160566862,11.921311718141943,7.811637006435177,0.9515107320560982,0.9540755480609778,0.0,-0.0005080190084745,35.831408272844655,29.845409961534024,0.3366848728564601,0.3450152894206539,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9018110985904548,11.445185905028382,7.609842474602503,0.9553771153299436,0.9563717937115216,4.0,0.1664268393207439,37.6748239644545,30.82088704804298,0.4133787602920781,0.4540357558270103,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9077435610763562,12.453177211058607,8.36930775157834,0.958376290201354,0.9617149185045007,2.0,0.3177081575607249,26.377758422566966,20.33014396282229,0.5747006566133366,0.4827254915827511,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9051638241927796,10.422540717910998,7.352184414698032,0.964155671041094,0.9659840456996316,3.0,0.3924520298375935,38.034723417499606,29.86641944906313,0.6609536891128555,0.6180479117574313,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.913789688850316,10.45227370561262,7.459811614805711,0.9659210687160816,0.968948709100044,1.0,0.1490245129717361,36.07870549099007,26.234826700731976,0.4387095832160996,0.3991102837309469,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.910945093201486,11.885970129401386,8.032777058025506,0.958751533451818,0.9602841934557526,0.0,0.0807681470993789,32.97886448561533,22.801129113934177,0.3780417610781151,0.2729938564049113,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9080778671169552,12.54546501943509,8.532516716859282,0.9575068703358752,0.9596546784013776,3.0,0.1028755904522803,27.077317221845952,18.983822941350816,0.3326800132762574,0.2598716816522761,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9135647246833568,11.374816754566908,7.493655645744426,0.959585390414208,0.9619755670808572,4.0,0.2726118559084375,33.70259492245994,24.58948083096591,0.5319214983992135,0.5471478233144415,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.914662305243442,10.72515150475317,7.675323918854532,0.9655497139233074,0.9661493507266804,2.0,0.0475525308996162,37.42128266363944,27.28199034687757,0.3665483776780949,0.3543303976987256,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9024412349125808,11.917697604863482,7.909032937884413,0.9546513846454158,0.9539894437791424,1.0,0.2357176937642287,34.588815518884466,26.40412610818901,0.485640078021485,0.49283236012702,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9063202768118196,10.428631260657424,7.363833129720126,0.9628859587839608,0.9644347065897652,0.0,0.3295540797581774,39.34226131281061,29.68516629594348,0.6346384597139882,0.5976917715547794,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9033973883142372,12.3356821088721,8.199120262054874,0.9556431510116196,0.958624317595303,3.0,0.4251229110446675,26.823217770466226,20.309212102906105,0.6579716244082673,0.6151712575704462,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.905080635667842,12.031026877573115,8.028066838512073,0.9565115264392368,0.9588080466631655,2.0,0.405586210313023,29.152446492975624,21.07508446007068,0.6397070335085753,0.611975313492702,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9072631645772016,12.422012564122122,8.259046227923692,0.9573987823109856,0.9582334365031931,1.0,0.2286678628195683,28.39184372037719,21.695388161150696,0.5549785971551884,0.521956471214053,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.910501750348889,12.0258732916954,7.964698345547382,0.9591705894916592,0.9585632878141728,4.0,0.2069087663555995,30.60102174388009,22.81926830929289,0.5152118782020354,0.514636138235462,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9088017083078505,12.442929559902066,8.310826970464335,0.9578647653436017,0.9606146301309848,0.0,0.1891155454910181,27.328407189819465,20.720835500705004,0.4564817313928614,0.4378792003136981,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.901545920393092,10.61064556637891,7.434958911981582,0.9626183287988068,0.9641644423417836,4.0,0.3232686422324156,39.60028343200359,31.01313356065059,0.6125386256404455,0.5811109737159993,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9015401115079162,12.137933750108406,8.042554109397079,0.9555122154607192,0.9578112779054389,3.0,0.2282055455746192,32.38870642792104,26.017807049549543,0.5429455496139692,0.5349948612242172,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9023057816522888,12.87901955732169,8.775223945080187,0.9550028835305068,0.956043667087912,2.0,0.3462728180400277,25.97687755804425,19.594551534934688,0.5932175052446573,0.5088986460499508,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8995449069422711,10.77319112239519,7.633599367160301,0.9621630276971848,0.9648442215110158,1.0,0.2968054571028409,39.15268551481323,30.37728595751261,0.595135409679056,0.5634795385837587,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9099507759878422,12.42068675160832,8.366871446229096,0.9583401713429092,0.9603566854502368,0.0,-0.0566593334833447,29.48384818487085,21.06802069078237,0.2070294021792667,0.2001242198378837,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8483369275550077,15.058908286675576,8.72318002792846,0.9263268855618684,0.9511863994210724,3.0,0.1134965877067226,35.15745758264188,28.42596319399016,0.3611922589728116,0.3868675347472228,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9030531560578012,10.531633033905676,7.285108032893977,0.9627106330791296,0.964340253896064,2.0,0.2687871759932881,42.58320474716678,32.68381249670146,0.5977503787264977,0.6307420231215246,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8368255506563574,15.166882784883594,9.023388229874316,0.921145237753088,0.949313748949254,0.0,0.0295630878035099,38.57577980593523,30.45250704757832,0.4115735252796676,0.4554383553310063,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8332208033952737,14.780784056908876,8.563049844178604,0.9195177190145364,0.948834508813772,1.0,-0.0980098045197181,37.68931728514692,30.88346093390352,0.1876382572637789,0.168425386979429,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.862488788750924,15.17850276751743,9.189834208250476,0.9340343683210376,0.956648977479771,4.0,0.0252008307388602,30.054290737957803,21.740840180429817,0.3356670873533427,0.2699001701434356,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9081391986402824,10.68697416750058,7.368115854026946,0.9644165532029888,0.9657857814863692,3.0,0.3412679255915894,36.88782452563892,28.005749134717817,0.6259138251092999,0.6738081523671157,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.82941825666564,15.02730002131662,8.646345956184682,0.9178392771170378,0.9462291336633168,2.0,-0.0307381965848676,36.79551585405464,30.844608649712374,0.3176422465950768,0.3513710442976208,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8293911822508573,14.814486587192386,8.51777411846064,0.9173095411566388,0.9486123448434824,1.0,0.0042523562463007,37.22926987274301,30.73348132706593,0.2427932943915871,0.207098165248451,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8550806471080109,14.503929669727835,8.467597918186947,0.9298567040957428,0.9518678140821684,4.0,0.0439572184529726,39.43465654382356,31.65447770864486,0.3065500581055156,0.3340522455674893,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8549114351145845,15.174758083912712,9.085770863098388,0.9299708998573982,0.9551250840091976,0.0,0.2739766880341699,29.906493631673563,22.516877444700103,0.5391635248752586,0.5271035974106217,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8576405179011736,14.742731618987698,8.573907168296502,0.9301677969855698,0.9543466393681138,3.0,0.0924300755977285,36.29670715774959,26.74881773868088,0.348209454736765,0.3932784519379778,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8591202441410606,14.961847288046506,9.026871166370755,0.9318326877636524,0.9561155684005505,1.0,0.0632565878497545,32.963892819873905,23.392553286137183,0.3460939786759252,0.3000989354849645,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9043368459493673,10.585561579038355,7.3583326757327345,0.96331678706971,0.9649294528270312,0.0,0.2771958227086095,40.22891383946792,30.01682837018393,0.5800561818152681,0.5854115685471221,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8481267640717718,15.577851275430971,9.321125726559668,0.9266583044072818,0.951889523229972,2.0,0.2342504654252909,30.031290645744328,23.37948993422872,0.561145684115189,0.575921749970672,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8333229062547354,14.785828017454406,8.505875603946404,0.9189871465345438,0.94726298026609,4.0,-0.0108707418922702,39.683779020592105,31.728107934330257,0.162277751321129,0.158663251800155,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.841658479692075,15.864791865242683,9.65058331904126,0.9235992197754052,0.9481131419521622,2.0,0.3510643427644616,27.754804107955223,20.130777707872,0.6021273753416272,0.5076887864139145,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.855578314877998,15.952029242852117,9.668424682789414,0.9294616155264216,0.9531047756873524,1.0,0.0362504709476295,28.92262269459809,20.880852845870194,0.2956846838027067,0.2725057697329111,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8573594717816391,14.299567018544796,8.252187096897563,0.9307722454154987,0.9569554076848964,4.0,0.0492076704455274,38.262304020981205,30.12337237787619,0.3460625744944583,0.3547769917763386,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8582814138129637,14.990912073841764,8.846918926648605,0.9310445386554724,0.9541084585933296,0.0,0.2192373724972306,31.12872834494616,22.976806558829065,0.4815132429607757,0.4788914678354758,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8354892485185866,14.637664877158432,8.376566344080953,0.9199817693475928,0.948878731749735,3.0,-0.0111164688261593,39.96629293685508,32.71647067678828,0.1562274818932004,0.1401323907161484,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8529130032797492,15.59362388109358,9.405458092119048,0.929225888288726,0.951545411971119,3.0,0.0362396813932737,31.6536612963757,24.66412301276376,0.496593217605732,0.4750330956194599,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8519815572753612,15.885846691907776,9.592960421197478,0.9284362814349828,0.951951659339434,0.0,0.3088216294151874,25.65263891050565,18.88846275643356,0.5618329412914771,0.5334576561997257,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8550465913399572,14.963432549353216,8.907566062842035,0.9305175299453724,0.954535397949278,1.0,0.2972847363967195,30.859653206297505,23.11932636384876,0.5548217722437676,0.6054060036261615,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8571243702891029,15.118465095858925,8.957258744515407,0.9309749290173136,0.9550786709578564,4.0,0.1263757542171812,31.98541695223272,24.43105630410118,0.3697369411614674,0.3469777929091217,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8548303696786823,15.753203506882349,9.535498493749389,0.929986355862958,0.9528987519333132,2.0,0.2022517168288113,26.91883699082109,20.61023223639938,0.4679586341100673,0.4039545116214325,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8422634498322642,14.97405390886659,8.763513905325926,0.924466379098962,0.9501353757139444,1.0,0.109267423205839,32.304580520013936,26.087159200872584,0.3587753267705864,0.3408259378124316,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8564307002353634,16.00813714181969,9.732089092104982,0.9297761442549428,0.9535189249813288,3.0,0.003204060289994,28.70608458520031,20.47162908504476,0.2455928036232254,0.273223521140307,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8580530506384793,15.373940965294686,9.306669905996886,0.9318897934889544,0.9554734378217185,4.0,0.2386647556289685,28.11398722921214,21.18687113535829,0.5128354827969642,0.4645719029686245,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8585262874465704,16.017941566060806,9.808889500238164,0.931874929813124,0.9529903075827906,2.0,-0.1906625408683233,26.961354522744504,20.046077828065435,0.267946851658626,0.2616698577493589,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8573658157354207,15.63606137643878,9.2643508583554,0.9301311764943768,0.9538522040856352,0.0,0.0874321167661906,31.22553478116068,22.39046759516521,0.3538154995449817,0.3897403165719911,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8476124580576929,15.603890248676445,9.160777461689683,0.9255643601414526,0.9464559621946484,2.0,0.1813451648907309,31.72484747040568,24.31894285472269,0.4261277508743318,0.4531284701101438,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8976614870638924,10.832046257703816,7.54405253246837,0.9607373668448568,0.9618197262343408,4.0,0.1671338606579109,43.69361531025513,34.13062968909379,0.4096832027130449,0.4016692316276153,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9063054762234228,11.105032740336146,7.69991556986546,0.9627137850733108,0.9645529459405792,1.0,-0.0276210431527328,39.10086551490529,28.93635114380916,0.2867123890435273,0.346500959873026,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8543938975414477,16.305022558201554,10.125126732321585,0.9290100791623184,0.9511233226123956,0.0,0.009270384487382,24.257305878895984,17.223894801148848,0.2178186626075884,0.2119938278751666,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8392394678764207,15.323177622984726,9.059624554599218,0.9213818462282426,0.9492896204022552,3.0,0.2240843276764103,33.582511805007535,26.427769615186847,0.5479339232483589,0.5575076342507254,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8568862268586195,15.413330100467796,9.437640864159496,0.9309262346903804,0.9534864933613436,3.0,0.0186700678518743,28.63059682335481,20.12571012410071,0.2846595334299405,0.2633067553654339,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8561213120887051,15.79254522745275,9.373424771312088,0.9294399138750784,0.9522606773798926,2.0,0.0102981923128673,31.39046339551882,22.491970714543555,0.29518922942307,0.3462045323512411,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8593714732397492,14.340219354735298,8.616030776623932,0.933539485181776,0.9497316507963632,4.0,0.3981046042579103,32.24641579140783,24.759141467575148,0.671947171642972,0.6525342051962439,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.822336494815081,15.152737918408292,8.83179047821813,0.914364471735216,0.9427893132040016,1.0,-0.3242114647526561,40.38366502640377,34.535658002002,0.0979245689093479,0.0449095447636139,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8289554279009799,14.988951399980552,8.722016569320271,0.9172714337190426,0.9453802872201064,0.0,-0.2571659964009365,40.00222899443943,34.95025889338896,0.1662327493065005,0.1308570085800646,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.850456608560862,15.300949216471713,9.03314743110182,0.9265996761418652,0.9517403764652336,0.0,0.184263525965367,32.26050039926096,23.277151584760308,0.4607052104149162,0.5088951416640374,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8256247117068054,14.85265367706232,8.459759052280583,0.9145287116291628,0.9438934570378318,1.0,0.0199908983966662,39.15272822262997,32.68340150836867,0.2124779866983475,0.2053151922518844,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8465067723382095,14.671893840374064,8.725473755090654,0.9263085831478776,0.9512766878212972,2.0,0.0501384279878108,39.19678303797196,33.00835056085178,0.2962400244702314,0.2427898622422191,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9065324107932252,10.236896397173686,6.997559672782692,0.9635848942845766,0.9654079630113218,3.0,0.2632622379045408,42.4922268544444,31.968331912348354,0.6044664702431014,0.6342239463626318,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8398379951957626,14.636361165159276,8.65867319147987,0.9221840650563976,0.9469170040275042,4.0,0.1561678492784775,38.81896258381416,30.195071171593163,0.4111230888760654,0.4395214987062161,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7297571188452794,18.00394578730401,12.707588086066254,0.8569118460914377,0.8259973270059622,4.0,0.1769787779267779,43.07305251383245,33.211369229391366,0.4701659775569984,0.4328326240818881,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7907541334994138,18.28823256730064,12.88138442685612,0.8906355940207185,0.8599628389439088,2.0,0.1886322582501952,31.85145934179266,23.855562445440388,0.4773812341838681,0.4752792356832267,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7544866179952585,19.5800863310284,13.822495782395116,0.8700236858622954,0.8428197338762812,1.0,0.2348967967541694,31.36533231125244,23.11969342778409,0.5574069140008125,0.5369655712768273,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7071468868288138,18.42100037691361,13.19406212731958,0.8439682029670532,0.8247170565232577,0.0,0.2467534347596187,42.21753464026582,31.4343452845345,0.5661687356844729,0.4538461834588222,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7223983502303745,19.39218049204732,13.812818536883652,0.8528105979862515,0.851468038368086,3.0,-0.0021837485701627,36.79505511606484,26.565103060196137,0.2895084403698573,0.1680330478542243,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7756962150887534,19.37309787442497,13.493526803165494,0.882292013552508,0.8654624586166895,1.0,0.0013942921187978,31.627287622800097,23.711763628509217,0.373399598568125,0.3711814347671534,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7583106126891711,18.517716530963,12.82501177492001,0.8723590394462553,0.8311878348654375,3.0,0.0752864906463772,34.74826420721921,26.41285699102608,0.4676898469017453,0.4841680875420798,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7751444979821902,19.63994761889825,14.081890229710156,0.8819091349479147,0.8668991078570475,4.0,-0.1771315952031138,31.17651795440869,21.95864660119108,0.1830604975425235,0.171661882901852,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7399146282257221,19.54103458008914,13.91575031652458,0.8622409218297717,0.8353080002704977,2.0,0.3113419919774109,32.442801112874065,25.39642343701104,0.5927129087463681,0.5850671566885933,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7235379229742234,18.66362359653214,13.315096422233802,0.8531555458519384,0.8491744155174091,0.0,-0.0075733186558009,39.953086703302,28.542117627202792,0.3685281532596261,0.2658741084727298,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7622605998693647,18.49810804129114,12.761126329137946,0.8744347915643116,0.8352070299672983,4.0,0.0591806893864466,35.777455129532235,26.94335594990737,0.4573463213601875,0.4695703518663577,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7707532887420415,19.78973800718164,13.774250639253532,0.8791257570350124,0.8607103915475633,0.0,-0.4792433539371799,36.28003076727931,25.522903336672147,0.1804101148985554,0.211861324842015,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7573236662471099,19.73851242918668,13.823583236374636,0.8719341483384564,0.8465737093962893,1.0,0.2345280256846159,29.62449334210775,22.75829104931648,0.5597075210749991,0.5217182489555923,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7344650850616413,18.423670722587666,12.936858977850042,0.8604143119101696,0.8444196890228864,2.0,0.2494830068406535,37.757463817967285,27.82134691375821,0.5429964715481892,0.5420011541404536,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.740567574860025,19.90864236630736,14.23700457993802,0.8625059673887903,0.8345153922241783,3.0,0.312739404426179,30.766286286044924,24.012175659789275,0.6133993535258352,0.5932441375161871,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7527555102858451,17.364969130191447,12.308245011473586,0.870477325184306,0.8501934490455625,1.0,0.0495392153372341,44.173343744123386,33.94869805654115,0.3499173589703486,0.3166455453356537,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7909671304796012,18.15454923298097,12.901381371602389,0.8910142619771988,0.8654913291021507,3.0,0.1683655835448894,32.44700182526007,23.379845194471628,0.5113962062036896,0.5227009620072629,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7620079846480321,19.65906326140757,13.776842218487028,0.8742518749166187,0.8542426177580622,2.0,0.1956299841738593,29.715725579776915,21.691524402227543,0.4800088996168873,0.3661552747279455,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7753985368348327,19.62885000348438,14.058866894341504,0.8819942711022064,0.8667128054005009,4.0,-0.177862181442407,31.186191300209977,21.75333625399205,0.1728031659714306,0.1646685701350283,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7582323919091575,19.77172510800664,13.78834335503524,0.8723732905883492,0.857229060199927,0.0,0.3712516499318442,25.85351142368065,18.64308364758013,0.6353638249096486,0.5536990469939596,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7120799903623629,18.428541358560448,13.095257023988683,0.8460176537703183,0.8267077986941074,0.0,0.0094114519434956,48.12309585265999,37.77645281165661,0.3635300189868894,0.2675957381128647,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7716432805916623,20.313116374930857,14.407001485744855,0.8797405369516018,0.8723037925264086,1.0,-0.1688443617661779,28.399858948095847,19.95681845727753,0.2730059621390397,0.2492439002331044,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7647152801657335,19.581180545664285,13.682971603236854,0.8760833300891869,0.8503515209838123,2.0,0.2015278500494788,30.48323704301289,23.66960274801279,0.5264390928898944,0.5199343393532947,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7702415834579863,17.930216644278577,12.625154556803588,0.8790997650019401,0.8402532906398997,4.0,0.1249275728316481,36.85677124678535,26.442456568688844,0.398559735386892,0.4337153010066527,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7319437940269778,19.207679597965434,13.863323079514934,0.8589860131707157,0.851206101222855,3.0,-0.2334341146822776,39.20087045192242,28.450317608723065,0.1392653676717848,0.1294025223185152,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7551171956878956,20.188707704897578,14.29278174124652,0.8708211676261508,0.8539236043258348,1.0,0.2995323488678372,27.25728179276797,20.466893660891536,0.578142499344658,0.5010712305670388,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7282954595452,19.04288496538918,13.469287613316425,0.8548661785516036,0.8168933736420055,2.0,0.1652146545936591,37.803524663012745,29.1257080573662,0.4238765291446291,0.4461972491207936,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7669699793174837,19.325512977060114,13.546262162467622,0.8772031769560636,0.8520167533352434,3.0,0.1715839141254811,31.235194098439816,23.21423816392144,0.4725243055324075,0.4387545287512701,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7134506418568143,18.75125604538059,13.28363296901288,0.8470293640666713,0.8322898706163488,0.0,-0.0819113539458409,45.48934367628125,33.383399134820515,0.3526201447826891,0.3238365785339577,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.75174346205982,20.05037396319417,14.19071452709884,0.8688615714569192,0.8496712520582016,4.0,0.2030948895693598,30.205873658298188,22.99934728004613,0.5218041969203866,0.5229892574585274,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.775543666913797,19.600722963302484,13.972235543843547,0.8817668124735887,0.8638619479307748,3.0,-0.4453815139155981,34.104899005752245,22.54114396005881,0.270679974728561,0.2729967450861409,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7206295864824239,18.452270123025087,13.13489548765194,0.8513745329695188,0.84122116907752,2.0,-0.0998553148394516,43.34343653180989,31.657173628313664,0.2234093210874561,0.039322502397475,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7305276180820306,19.23973478414004,13.77820306688004,0.8579365903647516,0.8502769163865225,1.0,-0.2254671673934503,39.80433985977532,29.17790872301568,0.1781663127682215,0.16775998287221,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7921029828387139,19.232522372813136,13.31779074142276,0.8911744622117406,0.8813233873220694,0.0,-0.3631187396305917,34.4205456729847,24.58026740487525,0.2243471274089906,0.2231112943946729,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7661130142917592,19.677035561797062,13.982955285412295,0.8768962830093835,0.8543646638180689,4.0,0.238825499036924,27.893311019535258,20.44952517024192,0.5016861228504907,0.4447280120268091,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7531415466516106,18.489331078117985,12.95707867179771,0.8694820045101922,0.8401218414598693,3.0,0.2468969343210635,33.84663267611644,26.558211766577017,0.4982357236594077,0.5451202824157694,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7604410584608681,19.19582776516658,13.777897774191151,0.8735129045781383,0.8450115368756327,0.0,0.2509899257160617,32.23688982114674,24.49474956960228,0.5428043010981805,0.5153064987633347,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.729426055214454,18.88094083940311,13.360871828138189,0.8573588942457357,0.8394228142165802,1.0,0.1914342786694519,38.01508654351994,28.20964161910393,0.4743412730205508,0.4282897922613,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7544551919584941,20.159063846050948,14.10028798205746,0.8705269831217518,0.8578497688042441,4.0,0.1701043919951562,29.590918799334823,22.34109719256525,0.5263465267798915,0.4546887040078211,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7951887232457736,18.99721229508681,13.130274297620652,0.8927824348116689,0.8828295917319127,2.0,-0.3592401343939788,34.62531798030419,24.714492993166164,0.1810764093761116,0.1522959557984329,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7749461815283356,20.495863514884967,14.546560062787036,0.881761326987052,0.8727331042865317,0.0,-0.0886127462425572,24.995546744204773,18.51610293302559,0.3331878464311804,0.2304426537341077,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7546971730005076,19.895844880994453,14.06075140058435,0.8697658362371076,0.8496247121691668,3.0,0.0363599344126527,31.93120556392807,22.381150576262723,0.3545131980467599,0.2810609289410829,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7327308369204493,18.104327706723296,12.757449969608182,0.8588800027028982,0.8308435370893069,4.0,0.2074929157252265,40.12261338174869,30.775352212802208,0.5231711382871683,0.4951563865318388,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7568972823886325,19.86909173074846,14.052685267636804,0.8714303183972192,0.8437340409324001,1.0,0.0320648759184432,32.396663518776975,23.35553221151268,0.4861975537346354,0.533288356805384,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7875579919951158,19.420826829617187,13.510839343028314,0.8886614386551889,0.8733153945818292,2.0,0.1019113463618827,29.52831847078825,22.286349109543085,0.4093077906408294,0.3886861927546673,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6563350436736076,23.33935299842619,16.0468912442503,0.8115818199784238,0.8125827964580209,0.0,0.2464514168143767,29.704616317647982,22.063807605578884,0.5759925530839409,0.5382171393820245,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6691139934953514,20.55187094683261,14.469523626381555,0.8204774159671464,0.8070807231339256,1.0,0.106588709640937,41.26932701379199,30.531395692167067,0.4811800407790709,0.4359526302414624,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6981507788509242,23.579921110045674,16.244146134283454,0.8369672469339249,0.8480995861512093,2.0,-0.0937787821353566,28.593404855480028,21.43796515589145,0.2246695953095636,0.1543266905606822,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6978269066529574,23.28114763509552,16.162157817984408,0.8364792062840118,0.8514736907354877,4.0,0.0037901225022382,26.883447595580098,19.21471283820112,0.2466327227530483,0.2813708429597635,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6843852019202971,19.860138052560288,14.254564155043884,0.8294639025904732,0.8257848184691978,3.0,-0.2921958122786736,45.73841422091943,33.853984939510184,-0.091118289190855,-0.1151973905699399,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6805850366058862,22.49285310601952,15.68864988670181,0.8262401399575058,0.819119470195689,0.0,0.1649325129282247,31.968024197605093,22.212741613350108,0.4859371468314636,0.5111903646297795,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.687573877363109,22.482579415702286,15.61699541371271,0.8305659331556778,0.817430698900238,2.0,0.0814952629679961,33.245446322270126,24.959697056007013,0.3663892779068046,0.3957015528966693,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6503950738566469,23.217832652535048,16.086815882718515,0.8079101932111461,0.8038493943378213,1.0,0.2145386946212,29.316443698610225,21.830511858650155,0.5348194603914236,0.5706606801117372,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6945490852519949,22.06406781006352,15.100260289864195,0.8343649797533177,0.8215980972836556,4.0,-0.1301781550281289,37.97915368655497,29.3720838474764,0.3370299102044948,0.3265093479409163,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6456400001863496,23.36960481106649,16.310745441671333,0.8052548354399371,0.8051635694117542,3.0,0.2928026376829823,30.032399468675788,22.94654416784483,0.5514464990747987,0.5468877120030116,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6540573747748087,20.35823714546507,14.410575982139152,0.8116637065122009,0.7972664772447561,4.0,0.1832140990436094,42.63422894129347,31.065201329523624,0.5795223058985345,0.5582604021684779,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6286883539309459,22.152997692046657,15.27545762191598,0.7944947818003947,0.778927572537877,3.0,-0.0003235571386073,38.878171274653695,31.9654487356596,0.2748272170762943,0.2541994741113482,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6818206023845788,23.332447232700023,15.984466796907965,0.8268620203738662,0.8325185672130464,2.0,0.0300322456903679,29.865083176219024,22.08107765168876,0.3625826971061666,0.3511501853309856,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6578578106967717,20.38660166237855,14.453004611905868,0.8133672403612165,0.7911740228336859,1.0,0.2333761092698174,41.56381350302214,32.494279320104326,0.5299646180288333,0.5359311107792617,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6649593479583069,22.54179304421003,15.71872702695931,0.8170104068835438,0.8126437516743985,0.0,0.3407826785677499,30.14720943509876,21.7883614804032,0.5925664455726789,0.6126147692322822,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6646265600292877,20.28273758503135,14.277038264384238,0.8177822933572618,0.788840023562002,1.0,0.1320568328194121,42.46398837742123,31.796528825423064,0.4835034885179328,0.428391383500166,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6526821254800259,23.06509961983612,16.075782562737903,0.8096151226242495,0.8122583638687484,2.0,0.2908991391283738,30.57308978489427,23.80997681557895,0.5438411111927102,0.5499994887350843,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6826959450763941,19.817144401411387,14.226525378145652,0.8291303015622259,0.7992009959128143,0.0,0.0126484565208103,44.996946785232254,33.58151892785712,0.2890561256852115,0.2821722144151898,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.69008048004141,22.564460300539142,15.587933446467233,0.83197518596548,0.8233200052962141,4.0,0.1346847393190775,32.228368359003525,24.26722190104462,0.4244131996856561,0.3791336209086112,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7068743177912007,19.00572507561072,13.447136131500148,0.8429928121752908,0.8221408499071304,3.0,0.0792101478959147,41.46976330668558,30.7711800728387,0.3957371510120525,0.3970474877305076,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6343401607754902,22.05816792436463,15.190465798609106,0.7973479690405233,0.7813412602309412,4.0,0.0262946170223563,41.70005142296637,31.845541728791456,0.3148774207308323,0.3665232248970768,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6859333041693958,21.54406465886656,15.262346714504105,0.8309918011699577,0.8418491928165504,3.0,0.0133874560633573,33.99181618465384,23.76336907764752,0.2501181696184323,0.1658534425576481,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6849252051663219,21.18393091794384,15.085184639954475,0.8302315199014281,0.837441842514543,2.0,-0.0489655352060105,36.43673567531708,26.16222812330004,0.1111821601236152,0.0121073579801982,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6693704823038867,22.363561446719338,15.356285504169197,0.8189586639069434,0.8069044656972322,1.0,0.1143059967220428,35.56879189730848,26.34384534703855,0.4428806786023302,0.4855162172108607,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6535025857756649,22.46045731883069,15.790873314684562,0.8094610493275842,0.7965568040348499,0.0,0.0669955498672775,39.43063415203626,28.373508211038427,0.4071376379761078,0.4336250967322504,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6843496655415657,22.803407159900623,15.847174881122342,0.8282033163764118,0.8330174824796364,4.0,-0.1649355738670337,33.40532664067134,24.441060187197152,0.1717037332332953,0.1660710310905181,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6898187167531342,23.29865312207877,15.82240438455406,0.8319194490750815,0.8394008427929037,3.0,0.1691907660175762,27.350824832593705,20.73693237266851,0.4912473481738224,0.4624840343429737,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7054651818129654,23.315402331755102,16.179139425557423,0.8411322972935804,0.8570570521112438,2.0,-0.1290840236675132,28.44127120887193,20.297590150344664,0.2513006476398722,0.3090606269544077,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6579277322137185,20.00854057263448,14.291982421281626,0.8129967929799422,0.7929551631870458,1.0,0.0527094730531683,46.972032295202666,35.85789567204502,0.4368489654462844,0.4713683399383034,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6647106286893234,22.64065872774905,15.836772265259718,0.8166480249383994,0.8133657129452134,0.0,0.2442968950860991,32.50219849174478,23.84802319419084,0.5167338413639906,0.5358130409802656,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6741020200085084,23.062355877454777,16.08468185110424,0.821885088987838,0.825245967604395,4.0,-0.2074279101236786,34.71943998429863,23.76895353771377,0.2446282267432385,0.1873174554007025,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7114916752046165,21.40323337956916,14.67992373901797,0.8447078380060029,0.837764393104924,3.0,0.0213650469362844,35.86611452572027,25.84675905278605,0.3356685560819888,0.3784929204655755,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6787725759416948,22.95418677090352,16.023958895881602,0.8251451022013565,0.8156706231452888,2.0,0.2184452648195779,29.65950546792312,21.757291338997195,0.4929860329805171,0.5047254755064232,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.674230043592315,21.955039125133307,15.058191923615556,0.8222562027683393,0.7966452207061382,1.0,-0.2416106552683805,42.166221470601705,32.876399154514154,0.3279556219098832,0.3469614841354708,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6699253735670067,22.86398819968984,15.94688381527964,0.8193769898007932,0.8152833003520221,0.0,-0.0955288401410983,36.33736505084432,24.52392208290261,0.2834279961363223,0.2945862852151122,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7019596192025912,22.15796322970519,15.299149712920206,0.8390087965918556,0.8355260951537005,3.0,-0.5697468250093809,41.683467653136375,32.907369120190594,0.2269376278564233,0.1856312617134771,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6173058885203796,20.64475038232062,14.746761101398128,0.7890534357907483,0.765311727042298,2.0,0.3674002584344581,39.22258109204108,30.054001013647003,0.6490528831181799,0.6533828964209403,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6625311250564414,22.39066091948605,15.460200938835634,0.8148147757731767,0.8079356640461475,0.0,0.1483146338315421,36.31815169053867,25.730143841342247,0.4775265989827947,0.5020695875640002,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6842299746615107,23.321472070987564,15.905943297391046,0.8284623905243649,0.8267615652202696,1.0,0.100990817501903,29.224897826992443,22.690359499705743,0.4941039204514525,0.4932660466666273,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.682415687579971,21.9294407797784,15.14188095005537,0.8268092029595908,0.8126896035541936,4.0,-0.2430114412915085,43.19198063426986,31.371024843172364,0.1701094285540134,0.1824280915502942,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6029332211075418,23.087017106056614,16.081441703499628,0.7774924658974229,0.7605768729538044,3.0,-0.0801847141940075,38.12431412999358,32.27718794521273,0.1986451647760546,0.1362352669552006,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6920130757499572,22.272978779586204,15.40722725944079,0.8327894537973662,0.8267736076203247,4.0,-0.0266150389598873,34.30044053710504,24.840998764733136,0.2664268006210545,0.3274960448855508,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6599314665144891,20.545392484417523,14.668009071741087,0.8149172106455833,0.8037573464548413,2.0,0.1951822576269356,39.30086165184179,28.55160789878394,0.5001669848087962,0.5196393858230453,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6962265060863995,22.658348725591583,15.464376130378689,0.8358518036037468,0.8364463304604203,1.0,0.1249058538063013,29.49024374963076,22.30533873890892,0.5123864850145877,0.4973565573644736,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6366665413285766,20.82412943865719,14.865317921842529,0.8011904060326751,0.7868704383219038,0.0,0.2684263971106583,39.569175061445456,29.3923230938566,0.5608770185312275,0.5561159703789463,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9193036968833216,11.18642593747482,7.450706475501486,0.9648116153133346,0.9691036476030844,2.0,0.4884072589019896,26.08295830588836,18.71310430462269,0.7071672206882935,0.64338339264405,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.913029761983215,11.51624673829559,7.5833269942571695,0.9613131722924928,0.96484837438225,3.0,0.5100369234552518,26.73730254495584,19.21501114408312,0.715615519530547,0.685154634916242,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9198346441061944,11.06642706715029,7.365368142610855,0.9644742924653288,0.9666033054971293,1.0,0.4577048689182662,28.007480354350736,19.75090855211677,0.681897146408905,0.6986185429095686,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9168143267384484,11.091482551445411,7.553697883199029,0.964459646082936,0.9668327874140002,0.0,0.5893265183156038,25.981369738605444,18.13026052164054,0.7710967448785184,0.7246683403801246,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9171903123883842,11.104959843191766,7.42124479694762,0.9637491234896326,0.9667656555385656,4.0,0.5051645938284768,28.144387150799208,19.407927741897435,0.7117106110951614,0.6627959886653307,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9202059208751824,11.02732028058392,7.41738124587233,0.964665311198748,0.9677026365414793,2.0,0.4291084454008503,28.90533982954772,19.89386603981266,0.6618038370627743,0.6132162776392119,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9162383949190376,11.194390103857394,7.442573157004523,0.9636377518344386,0.9675465326151924,1.0,0.5609065995101556,26.277571302633667,18.867584011306896,0.7517398081618414,0.6943928959008056,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9203101741076788,10.95377433470359,7.489285043730665,0.9654615627303822,0.9678937060154544,3.0,0.4901301069308397,27.98632989739187,18.6284530144675,0.7081197135903953,0.6592383084980418,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9134622697223088,11.275355009682968,7.69396733364059,0.9633174353872298,0.9647928020636242,0.0,0.6156455570046879,25.43273506717872,17.689678528245345,0.7855267194363295,0.7308061512337862,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9244011934280988,10.812192327936426,7.530558936618527,0.9676757220225786,0.9699468973013396,4.0,0.4655589185522101,27.088193421929283,18.096302854620287,0.7036974360449981,0.6630805389200863,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9134597033062256,11.504429954187762,7.6920293841846865,0.9620120716303414,0.9641259717591496,2.0,0.5240783278720378,26.118927068098337,18.372844434077347,0.7291001294591143,0.637366466493741,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.918738133813653,11.10132212715436,7.387295939566582,0.9643651295212784,0.9671090812473544,4.0,0.4584799107334981,28.41126657587341,20.1948018688648,0.6780181726542509,0.6125568621325885,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9216735183917476,10.828995848878415,7.432568219693045,0.9656334750340344,0.9668869205948462,1.0,0.459004309759963,28.9648901779012,20.155938372100525,0.6844084743917147,0.6652982598952443,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9171373540328616,11.294435081501096,7.490980085207115,0.963326012067274,0.964989973644007,3.0,0.4897298245388939,26.739422554024337,19.319237500828866,0.7022492301574421,0.6405959760246125,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9154410983669232,11.066038431683284,7.508448933625873,0.962374951223725,0.9666466773075424,0.0,0.4360512276521753,31.4517321362832,21.621231015631203,0.6655517266960753,0.6086553665945121,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9106667680212386,11.641144469085926,7.669095967186221,0.960369364220864,0.9631778226155816,4.0,0.5757196940265799,25.151531530716763,18.217923521025693,0.7606997743448234,0.6807664232301358,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9156079209241272,11.46694667215691,7.529762197344215,0.9627337732519344,0.9650855597553584,3.0,0.484341634015431,25.96032201440125,18.71623543891983,0.7039790391761023,0.6688229886827896,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.916697280895479,11.470619911251587,7.643393909142448,0.9631838569915956,0.9646800721185952,2.0,0.476533559296052,25.477248904055468,18.34730830303183,0.6947407457767385,0.6288573272566544,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9134309136288437,11.314459858834804,7.559390810348357,0.9617064918681936,0.9634882661949956,1.0,0.5321841276490582,27.678610259735976,19.194764563872223,0.7305320441189695,0.7200251838820088,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.913385141286294,11.387200166313626,7.669201339005376,0.9622639038177434,0.965534164979141,0.0,0.5625894642530209,26.20418172245316,18.20096392795149,0.7530114840100577,0.6893856200281321,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9131321810026158,11.334407881757578,7.485136773592294,0.9617850226239696,0.964305212200503,4.0,0.5349020529323252,27.620216663191123,19.670013825194243,0.7315893233569779,0.688175952678387,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9131789922326368,11.334956816483595,7.681242543375871,0.9620120602857024,0.9663246158039516,3.0,0.6212577596791589,24.87163489607009,17.693796775810256,0.7950317929846651,0.7616279105849388,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9129291663725938,11.52891112604349,7.768016742934697,0.96227913520728,0.9655646511243152,2.0,0.5760370934571988,24.797677035724508,17.436918349684717,0.7593634574704933,0.7112917972656656,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9116008835198344,11.684720149168772,7.692559202986176,0.9610492052648316,0.9641675730285832,1.0,0.579193981080186,24.1082931834054,17.318630248485995,0.7620136366226267,0.7127804999138672,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9154502449452894,11.34653742829382,7.687634005908594,0.9631753977324142,0.9676511299859474,0.0,0.5735559380356743,25.01560666342877,17.627203536216697,0.7612230679189389,0.684588795232861,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9101133370427572,11.474199476300454,7.703968652842764,0.9605384411927168,0.9638013605949812,3.0,0.5995016734387151,26.09562029953125,17.831155618859572,0.7750171412630562,0.7333514030303577,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9159341276875496,11.335321904854723,7.545938965807327,0.9627099695981256,0.9647103328712836,0.0,0.503560957741773,26.753790008941845,19.442564274406298,0.7125268147170913,0.6506897110600969,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.913624036245292,11.57631905342101,7.7743900430103166,0.9621977060806776,0.9660266465690408,2.0,0.5528301139032383,24.5652929685919,17.491731055255745,0.744501272574289,0.6905459832479816,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.90966066011655,11.619065783102332,7.724983747245537,0.9606188397557068,0.9643776606300812,1.0,0.588550124627064,25.50913182033354,18.427923981895614,0.769726409446204,0.7417523737606059,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.918301531942724,11.326381300409205,7.592860348245778,0.9640006230275676,0.966566894185998,4.0,0.4841895003630981,25.605355445151257,17.93378571298659,0.7071030693991346,0.680712666472865,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9210610204503312,10.98310552379598,7.591294696809049,0.9653784317602758,0.9681750564046692,4.0,0.479391059985388,27.44501056354751,19.31442833130825,0.6963439510591674,0.6403614319882571,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9135700849933648,11.518317006837796,7.726455189158931,0.9621346706211552,0.966074053611766,3.0,0.571173590794908,24.67045719967956,17.338213730401336,0.7593926830457831,0.6771683994108478,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9109039889814224,11.672490773303636,7.827118881064476,0.9604599914361012,0.9625284984533198,2.0,0.5466997703234835,25.431078459635064,17.66549660470509,0.7394731132077759,0.6913128224338693,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9105789073844692,11.828921242971465,7.813479535458877,0.9596815541824276,0.9621616281046746,1.0,0.4780437202066283,26.03854102190833,18.504948420578017,0.6975148254468175,0.6414571921520612,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9133143518538211,11.50631838043454,7.688043614148998,0.961490925922768,0.9654968521482707,0.0,0.5165741363408294,26.3296520870116,19.00427956288335,0.7255396289742099,0.6574888178340806,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9091930568069452,11.467587616183934,7.675830725840408,0.9600148208282796,0.9639297738449808,1.0,0.6044926272895461,26.30458814846769,18.66875816359811,0.7793182701265947,0.6970520938582935,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.911797640119104,11.536413444926094,7.565399889264291,0.96124444962145,0.96568921025875,0.0,0.5460750826121866,26.26155959219093,19.718675200830784,0.7443095979252965,0.6777225152105179,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.910562917940528,11.617911669132525,7.711197506696322,0.9603417669065244,0.9634332750091886,3.0,0.5793988691565066,25.30191390838978,18.12781711765541,0.7613149394463306,0.7248083488074504,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9137745204926448,11.307887365924897,7.542784087099469,0.961404185670002,0.962827811763802,4.0,0.531236545056363,27.524292288076445,18.59002235958324,0.7319436051400416,0.715644648860261,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9164765196361692,11.133411908708148,7.488985483009685,0.962925707339398,0.9659092704022728,2.0,0.4750511402306141,29.03709978710428,20.19131489330632,0.6919283860864651,0.6236558120298236,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.912036199469153,11.60470318505802,7.72030264055076,0.9609520057614762,0.9623008354823092,1.0,0.5356072503054383,25.69615242781013,18.35788902611142,0.7417806630141016,0.7091740117204874,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.910616311028672,11.68484045800536,7.836361779618478,0.9601301255793312,0.960184138767952,0.0,0.5153306513973945,26.494838477923818,18.191735643844314,0.719351468024351,0.721311748034861,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9101491484442324,11.6547600145986,7.887562139546964,0.960125309329628,0.9618422360532084,2.0,0.587447481467958,24.97915379339928,17.804649156524334,0.7682775623896476,0.7387778878423368,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9157298199025664,11.334196307696594,7.676011679421234,0.9621846094735846,0.9634202088672128,3.0,0.465596255380804,27.945521701431872,18.48486756281511,0.6855275446255293,0.6792063017390473,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9214825720777048,10.925998141946978,7.469878798800458,0.9649323318391886,0.9675724914917904,4.0,0.4360592361225801,28.86947841059818,19.541709737519888,0.6635717084909555,0.6482155337171119,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8740503017553489,13.894880607980642,8.51363977722495,0.9415609679233712,0.9598347677622548,1.0,0.520464771313247,26.15602652653636,17.974009002740974,0.7226838914619906,0.6978755937991542,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8627392214106939,14.44845167220172,8.71029647005023,0.9359684809162012,0.958955786597132,4.0,0.5567768601680539,25.4568170724435,17.718763167643036,0.7480498715325102,0.7429349400816635,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8780012614851087,13.539355915620868,8.295720117198227,0.943404695572198,0.9622372631757226,3.0,0.4845463401368998,28.02977981192824,19.17124791903503,0.7002998896222556,0.6931837610608719,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8552299662461744,14.811969861632718,8.757333061396999,0.9317354205825888,0.955945136569296,2.0,0.5850858353759469,24.7993397086989,18.24331168057557,0.7691964798957454,0.7441986958810323,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8721770890038372,13.946357066384785,8.486928396430693,0.94062719828251,0.961512601321122,0.0,0.5078993576920958,26.880686903993904,18.75195881200968,0.7144926513970886,0.6819336444616066,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8687925503203617,14.1554216842891,8.51308240984338,0.9391167210485944,0.9604599570339748,4.0,0.5217751567898229,26.328795491127728,18.191523943531863,0.7235462201962959,0.7242704529923326,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8678350129402543,14.292065872860336,8.549450839227177,0.937728213114286,0.9607746143629344,3.0,0.5035813612425428,26.12039776897917,18.29935607131856,0.7114472873969451,0.695977932682421,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8613133634469846,14.283156380972358,8.31304396543619,0.934497266910523,0.9573211815117204,2.0,0.536111257765856,27.85479817588384,20.27783683275361,0.7326225653905954,0.7247978793641783,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8603314110755815,14.533692840066326,8.646660116934603,0.9340728796472042,0.956556217436479,1.0,0.5435989573048432,26.2458181088732,18.44984772256342,0.7377802822684517,0.7110386197028113,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8639512257063082,14.241899105187285,8.486957052525288,0.9360761919857784,0.9586859530664594,0.0,0.5131305832137574,27.87115078920609,19.236543398349266,0.7187840789107881,0.7238102771736086,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.861688847029622,14.386459381971736,8.566926843222175,0.9350333667698416,0.9588142151620932,1.0,0.5716214862026043,25.964466923618048,18.323099740188777,0.7577439583189667,0.771767545545212,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8683745126778424,14.024918557395626,8.34607055467518,0.938601507084766,0.9610972345707878,2.0,0.5110579707411997,27.774173512477287,19.105882899888503,0.7150593935239258,0.6971313689536812,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8799428821070933,13.510217849782896,8.342517309989148,0.9448580464775704,0.9653554833128362,4.0,0.5240596153413328,26.47635818643004,18.44247430487681,0.7246077104139025,0.695128024134149,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8711707164379403,14.041867974581065,8.336515173895808,0.9392436931219116,0.9633701065400024,3.0,0.448453275553948,28.1311564298577,18.75527019176465,0.67429144333247,0.6639160865368292,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8592029795244307,14.340954196810108,8.647607026856706,0.9337774635556904,0.9583922193569986,0.0,0.5685456913220546,27.17972971828772,19.311950950251696,0.7577839007286065,0.7469900010310748,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.872692061099968,13.706325517034204,8.388412599953128,0.9408634133807096,0.9598417924996816,0.0,0.5086579992082383,28.52406059824668,19.37158504384201,0.713326026676522,0.7351759034326603,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8553504869395508,15.058849583741772,8.955714659104254,0.93158092964544,0.9540899032348862,1.0,0.568885822818227,23.562916198182467,16.946064446044115,0.7586406102602572,0.7282913866845234,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8645523659532245,14.269941759647756,8.557753400631931,0.9362459819791578,0.955682075041495,2.0,0.5050582473822134,27.513631797899706,19.19734108194933,0.7123676420849184,0.6839486710432273,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8729173318789359,13.98804105289084,8.51858465425178,0.9410538233742306,0.9614342327485124,3.0,0.4772295641379733,26.830295007647926,19.607128838090755,0.7086151204595756,0.7006135335213212,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8754039459387359,13.864050644227246,8.30562036191422,0.9416470214611764,0.9623282769740056,4.0,0.4412164746572288,27.85043185812087,19.06938021804617,0.6775503499769826,0.6280746673272742,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8643435506820802,14.109704286891173,8.539879433492697,0.9367371775530176,0.9586287710060812,2.0,0.55591843523662,27.27203807811769,19.03806513152062,0.7483722749699632,0.7387850684430957,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8611079933559711,14.440354055977975,8.589799900902268,0.9348000888762826,0.9593640728060449,3.0,0.5347991458390462,26.880668647847145,18.836426386475765,0.7319210128792976,0.706215033691083,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8673912853603294,14.213952451672936,8.484844481406931,0.9372586132664014,0.9600304594421344,4.0,0.4998821541946118,27.064104765697543,18.46716760325295,0.7095347130698557,0.7160952669836799,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8616952008992107,14.231244500861138,8.460586593021029,0.9350736993676284,0.957865003900464,1.0,0.5262995503100162,28.341433693378264,19.971936900971063,0.727304670542297,0.710139420810426,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8722109806545173,13.955317613243077,8.383457448256785,0.94037828595922,0.9598629563470786,0.0,0.4733100382617926,27.709210214050657,19.41556144109897,0.6896231394552141,0.7059940184660892,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8684682210611185,14.194409377365242,8.604134503096304,0.9386689781966892,0.958748101392139,3.0,0.4855179087015182,27.134688074919552,18.624286551077056,0.7002791480725308,0.7240758153449832,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8718839427895801,14.015648506765,8.566872987100433,0.940647010988982,0.963073943959915,2.0,0.5244168992407703,26.04500064633168,18.31757064806929,0.7283349834237993,0.7103874333101754,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.866099983796511,14.252697439606669,8.549649349720834,0.937015569890152,0.9581717612161704,0.0,0.5270032572664005,26.54713305576557,19.07206362723797,0.7307162249406314,0.6980351824724128,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8721352944802689,13.91972530553334,8.316393269574816,0.9397945698956562,0.960305017620992,4.0,0.4330538078507304,29.04108721412278,19.936202832067195,0.6601312914878619,0.6377166371242022,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8716234789075983,13.915259859475112,8.427030119935225,0.9402376947650648,0.9600026135068502,1.0,0.4965288445133855,27.69818317970785,19.59089729952908,0.7080536223538417,0.7074949552536857,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8663133979174562,14.02828495367508,8.520776867298764,0.9364678540833872,0.9564845749508092,0.0,0.4684290107522526,29.71478425924516,20.77836855512539,0.6901051382627049,0.672472132358746,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8593493745032108,14.62461103673079,8.721135443149661,0.932220809953179,0.9536851338498056,1.0,0.504655398812257,27.033622785155643,18.61541138466997,0.712842022373696,0.731826370137176,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8646440162617716,14.312810500550416,8.717696526983692,0.936065480529506,0.9585174810884532,2.0,0.4872861240240554,27.76036741829368,19.01510658202024,0.700567948838424,0.7119667425869528,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8807372247127396,13.390673589542468,8.303890484309996,0.9445933825074396,0.9628139376600536,3.0,0.432995609246374,29.58132462410483,20.36644007576426,0.6740729799440854,0.660141219786519,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8685964470657355,13.832232102631712,8.183935496609099,0.9385046555453204,0.95863948257351,4.0,0.5075081904632495,29.23134318300569,20.371903117092565,0.7145553444980095,0.7379858187860365,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8622679679679014,14.452997209444716,8.621015782910138,0.9346093222527854,0.956195620968134,4.0,0.4799735295184656,27.862922149562245,19.137079731580137,0.6956225756336551,0.68370219024659,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.864121001258187,14.543646478468563,8.566590905891816,0.9351906192412208,0.9565270766173208,0.0,0.4130345373510986,27.9696274229079,19.65880597499333,0.6534509921457841,0.6416163165543659,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.854602071960239,14.760613687313242,8.626554100590452,0.9316282271533748,0.95712777787902,1.0,0.5619853194880489,26.17674779147324,19.137549157989497,0.754691586757223,0.7257183878614025,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8702994460289064,14.127415056137709,8.538392026536798,0.9395743774411848,0.9588365786191204,2.0,0.531668184412402,25.55255276913718,18.55168205987298,0.7331728026037473,0.7003519621479034,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8710232732217058,14.041442002904834,8.52912123957693,0.9395292983591168,0.9619242590835394,3.0,0.4964768558675522,26.95695480533909,18.690625794209897,0.7083616478981097,0.6886204997678088,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8683762561703037,14.144897146789695,8.410337101574774,0.9372367828577988,0.9577708753112546,1.0,0.4019580522411728,29.57534055846007,21.01820652198877,0.6678969623035205,0.652095269418643,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8636769525810635,14.286568340184626,8.561028808125384,0.9349511959380375,0.9549789503543558,2.0,0.4783556717936374,28.61051390987823,20.224903325685887,0.6937998958981098,0.6718691777042313,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.873349713179412,13.668782393171156,8.33310580456384,0.9409330930634884,0.9598126927662752,0.0,0.5362346800789637,27.733520310722785,18.69134534661621,0.7325233070033665,0.7277231489298315,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8649448514139851,14.41699186265233,8.683235153266144,0.9360219722331384,0.9587554976476206,3.0,0.5060827410794978,26.31707408142637,18.036280739384456,0.7127617885943065,0.6886206255474312,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8558358760955697,14.840518819350365,8.933993908460804,0.9313529653930802,0.9532094593280608,4.0,0.5498274453338787,25.536220716418967,18.05388867780104,0.7426730624780782,0.7003408372004039,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9149567273755967,11.384446320326182,7.713499301241881,0.962559471597306,0.9659577425529784,0.0,0.4671068069001572,27.925968149232048,19.996455194657504,0.6894068899593582,0.6198840339585725,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9111078185476824,11.86101239670078,8.130762670378743,0.9608008710943025,0.9621166966234668,1.0,0.4898172091357324,24.986220021960264,17.93234162647887,0.7142278455411695,0.6789557915876151,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9172984600246196,11.165307366179478,7.735373694988854,0.9638730719641748,0.9673743971094886,2.0,0.4706033152911291,28.41698391290793,20.059455230796125,0.6864764594251562,0.6433633067984359,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9149591622051594,11.304475052399914,7.640156415733494,0.9629975088150522,0.966279137191722,3.0,0.5017262982447632,27.7201310355167,19.759315951629368,0.7123735144499299,0.6754808555773173,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9131057730275642,11.545627989648132,7.821483347990218,0.9616937450653804,0.962983111205283,4.0,0.4869501389603373,27.019579312389503,19.09838497869181,0.7009616850683449,0.6716406089773699,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.910487090157238,11.613473656098051,7.922427768507485,0.9610941496621894,0.9634572567328822,2.0,0.5527206143308767,26.037431975388515,18.794411300476582,0.746855836844236,0.7003407904016427,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9132066590799424,11.27694847703915,7.703181986868192,0.9625818245884458,0.9657290890223136,1.0,0.5815147856893037,26.630856316975485,19.40258791593932,0.7627046325036964,0.6810025285076844,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9147818877886964,11.491739825243693,7.843607739156809,0.9622836842418888,0.9634956190266594,0.0,0.4250506120222956,27.967962137059704,19.65592253632057,0.6571661607881174,0.607492280552471,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9128246773272516,11.364515209822018,7.779229719463807,0.9623655767147036,0.964421166689697,3.0,0.5629721271389428,26.694814058664456,19.729719004666208,0.7553276479110906,0.6772423810350177,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9091588899211616,11.735099393737062,7.913062370323559,0.959469502525328,0.961020391796206,4.0,0.472566196214644,28.045662143924336,19.665511511947305,0.6974391330502387,0.629003882330569,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9122702951975108,11.509620901424798,7.951625755709888,0.9613229810536976,0.964297287746858,2.0,0.496816103631964,27.64317468554691,18.946644152090947,0.7078576475660506,0.6468968361048453,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9042169741441668,12.138518745142614,8.16846709667108,0.9574865705508192,0.9616396312673856,3.0,0.5680749182265052,24.634490935332124,17.647269803148813,0.7602364287550061,0.6801468578600448,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.910354337789193,11.787916207328678,7.890792597584854,0.9598334829761984,0.961719814052386,0.0,0.4737077145429604,26.73090786842189,19.1029292689214,0.6935293028404936,0.6482416139139507,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9188713382459768,11.00376862097908,7.588155718579149,0.9642041709147317,0.9649004859380894,4.0,0.4246295068049539,30.236384291386862,21.331640960640083,0.6595951999160053,0.6098085929071911,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9115805096090766,11.289174390026796,7.79439259517513,0.9610913895809424,0.9625130368066442,1.0,0.5010023004629164,29.9097077752834,20.815405798753567,0.7104967026967706,0.6321486670452878,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9098141905966988,11.517355807278804,7.759905990778967,0.960216129484217,0.9631017750043568,2.0,0.552932917828648,27.37090961502603,20.004706175575688,0.746976599758646,0.6709332736993148,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.90926590186394,11.786205144246464,7.92495761668679,0.960122322351523,0.9629601202258952,1.0,0.4923601585032611,26.95671275259384,18.909850266292626,0.7153743066445194,0.6486384778237506,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9166860862006708,11.257589327250855,7.6854407504900895,0.9636743731533712,0.9661551202403488,0.0,0.468226962675796,28.005348242390983,19.99862835659577,0.6888855222534104,0.6695732933370996,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9030453213707932,12.29940029660476,8.285028523191107,0.956971945104109,0.9578586768246332,4.0,0.5733373695771339,23.41819907935457,17.03792289151868,0.7648250154694313,0.7221914566930112,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9114207946060332,11.495136513389788,7.7506250535556545,0.9610882687960404,0.9623660881715876,3.0,0.5494417665902571,26.780075245638795,18.83762038464601,0.7414211214443746,0.7025932266081858,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9120366555649332,11.57939180167796,7.894933007826109,0.961195194666244,0.9637506309092948,0.0,0.4912901041121117,27.27392275914459,18.80075101579425,0.7045778438050352,0.6708178124392762,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9101800042043182,11.589794070784023,7.662330312887423,0.959449427777846,0.9603133780481522,1.0,0.4331821490867343,29.84931226459325,21.57503277104708,0.6636723714729882,0.6166112871376064,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9082288390944486,11.668590302308663,7.814261741008983,0.9588061901627336,0.9593337084047022,2.0,0.5309798144724537,27.474032425679383,19.57732725285946,0.7305870290886634,0.7012201545085013,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9131902600239444,11.28338009893895,7.750839763678179,0.9616449134108316,0.9650590770396332,3.0,0.5301848425730042,28.16997784772076,19.909832373553368,0.7292554871298823,0.6731291810128012,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9161319087416644,11.107707472722074,7.723982347792373,0.9631763595076842,0.96491121194939,4.0,0.5053087901062459,28.749362945883544,19.719874006951645,0.7109981273379486,0.6724360691742225,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.913943280754764,11.47602271599239,7.74179294289664,0.961913719951746,0.9632826816774226,4.0,0.3932093597002465,29.46480842925568,21.18525704382793,0.6489855664105643,0.5811587858759292,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9137779944648644,11.465773609774637,7.977164241659571,0.9624834818796691,0.9631490996713776,0.0,0.5458699590165372,25.743097043450263,18.44607046799697,0.7399121918551618,0.6558696047365558,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9088951557314292,11.640720937518232,7.970503999042911,0.9597149912260812,0.9616492411688878,1.0,0.5073195311296538,28.1643162754784,19.9934915092183,0.7126372679410842,0.6504219899982524,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.90991271309723,11.646559491529604,7.919072607470574,0.9601264368763603,0.961093845811906,2.0,0.5322306900737174,26.811337853321724,18.89340814336335,0.7312197471456475,0.6784107107208672,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.911058043783178,11.650481205444176,7.922637464525046,0.9606900964024276,0.9627071493598544,3.0,0.5074360540436913,26.76612625023757,18.87487700300533,0.7179009387492417,0.6824969805521719,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9051823989494976,11.844514164816005,8.038825856484914,0.9576452485226302,0.9612500024665084,2.0,0.4976767105349342,28.711551370969545,20.372726914152675,0.7076601056184466,0.652759445167868,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9063567694165732,11.824300606582646,8.028780394338794,0.9585510936127783,0.9607716421498144,0.0,0.5774473123354649,25.830894527506608,18.204597352613227,0.7611967857517752,0.7016013269040365,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.911048264977831,11.365919474295698,7.687256114654461,0.9601993318350732,0.9613952521855256,1.0,0.543401020578089,28.206893888452704,20.37871431919302,0.7374602555675309,0.6771575699123824,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9095323865354918,11.668610740151308,7.999593158626977,0.9601108575840824,0.962657612200674,4.0,0.5887017654824246,25.160692883551995,18.32545543499083,0.7677300721144124,0.6698794032946879,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9037447013626932,12.18650182715296,8.170716995959808,0.9568666677396046,0.9573765717851678,3.0,0.5567674183944635,24.803039436835327,17.538522416219763,0.7502732523445999,0.678072559140575,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9098345147716524,11.720813806586731,7.921290722162797,0.9600294324968506,0.9650735416649904,2.0,0.5056346715536787,26.90993409162489,20.090817848780954,0.716621095622956,0.6367473619491453,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9127022077181358,11.539776344829042,7.871252813264826,0.9614922560788112,0.9654983118593696,3.0,0.5041385808929266,26.885343888074104,18.869187626136284,0.7148102163925195,0.6620381988464878,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9070182125765814,11.877462488738828,8.066937398213726,0.9587293018695155,0.9583393727082948,4.0,0.5796918792395497,24.904372167773754,17.797133229993282,0.7629965043614091,0.7017620385490876,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9028018692434708,11.989485250448716,8.017960730623965,0.9558351661408812,0.95944942069883,0.0,0.4996719249409608,28.678458481737582,19.802102528853013,0.7077153608857394,0.6466932094168704,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9109983500531108,11.605182709199685,7.81382661612687,0.9604287874626438,0.9633548402148698,1.0,0.4515628114979353,28.743809350818665,20.11269928825296,0.6767357311596471,0.6041482720702306,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9100463689438468,11.549369109142871,7.899809562476242,0.9602596876642102,0.9633901819973608,1.0,0.5183681153712625,27.96404786432165,20.22994912123048,0.7213518017989522,0.6713568025531841,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.907611659237578,11.694242042441829,7.998190853988034,0.9592402416057024,0.9606919656655752,0.0,0.5239691000239033,27.91546532119007,19.527695334744102,0.7257968606522969,0.6630446848830394,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9067346370854096,11.942998568794144,7.972895680937768,0.9575031648667324,0.9578285130042558,3.0,0.4381911343251317,28.435177894791792,20.57416034530581,0.6742869706813356,0.6097221614476772,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9074407316664892,11.900074924251022,7.999537378671928,0.9586139977317706,0.9597282136887758,2.0,0.5806233758344561,24.567953829245965,17.95702465887345,0.7631100122386911,0.7168626534943822,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.914734275239828,11.232682839947334,7.73544203083809,0.9619079078658308,0.963367008457029,4.0,0.4363460795673172,30.338873751710164,20.61957062838347,0.6688072406147012,0.6233288117514733,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8634559909301635,14.34604433981399,8.746937817331085,0.936277175895002,0.9566379355072544,2.0,0.5394940476147119,26.544789588633243,19.3920836293462,0.7361347465551248,0.6802378843252096,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8662002735044585,14.20438885015882,8.792210783651912,0.9376105399517264,0.9567438724651186,0.0,0.5573285224981397,26.001712532918987,18.833781927375373,0.7471413643903402,0.7070641912866261,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.871896087814775,13.701558997525597,8.554715169724608,0.9412949535946998,0.9599635652770128,4.0,0.530329434443159,28.21166753060452,19.90156759104769,0.7287099059608501,0.7225724322303497,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8673660334988178,13.972252257051144,8.717520889600967,0.9390975715361198,0.9579729249960048,1.0,0.5725141903753261,26.67724321248304,18.335517486853988,0.761405462718362,0.7162200084846397,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8529961895146709,14.94037551019176,8.966080891121829,0.9304090957554718,0.9549364589896016,3.0,0.5341889394589806,26.30764692741349,19.130791289876026,0.7317925872036393,0.6985848391807881,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8729434710747264,13.721144814850271,8.37387138787373,0.9401113005389252,0.9580936584400483,1.0,0.3998033211571028,31.262055241931744,21.84193916752153,0.6355361122518552,0.620756970246977,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8701895916742568,14.078503567052568,8.747890273787553,0.9401148109050418,0.9609939212451288,0.0,0.5293873182813174,26.13680893310856,18.629600477755613,0.7297234769312679,0.7023781723069746,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8595938204462594,14.5578311323774,8.777625040382038,0.933355678016009,0.9533781598429796,2.0,0.4739228034376433,28.24787376135854,19.359369652570305,0.6918800748770816,0.6869073836412624,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8769761264186896,13.516017601167844,8.55048972106415,0.9427670021587304,0.9598110644739336,3.0,0.4347084185278197,30.210634745977213,20.348585063161472,0.659497502744766,0.6462197468028593,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8675758512086997,13.922259870353717,8.613192106004313,0.9381942480699148,0.95746826187953,4.0,0.473628978777078,29.945294307902312,20.856968189661256,0.6892180880721261,0.6830513468905522,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8643990703704973,14.203660712352937,8.768819445035787,0.9363343896127688,0.9556823033439952,4.0,0.4699051826934269,29.19809176280079,20.288891553404827,0.6866037934001697,0.6836141663625053,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8573653474750271,14.31832737066472,8.545125494498489,0.9327412932666336,0.9524139111661084,2.0,0.5004811289276295,30.028850600514723,21.28209559369196,0.707740945281313,0.6881708092259871,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.863628878161696,14.49491037764207,8.934407475721633,0.9353568892181918,0.9569406920810926,0.0,0.4396737170499278,27.97560295316364,19.767059166854075,0.6713932493582355,0.6467574498499378,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8675976952336568,13.99214405920115,8.632983731774253,0.9384254892661934,0.9569742542622766,3.0,0.5287116484925969,27.815754007407143,19.626981902129867,0.7295447657422227,0.698766974581304,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8627962454330315,14.073819360597293,8.605413090800607,0.935358676586906,0.9566318335567427,1.0,0.4733307908437995,30.605290613197656,21.71814780043561,0.689432399019984,0.6682525153524039,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8631802650666877,14.263439286998162,8.731671178322355,0.935431220378377,0.9552519617678864,4.0,0.4574439000506739,29.55854752737316,20.98832860838393,0.6788438335461671,0.6443943186103152,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8801423432335725,13.435373503207437,8.472413589670984,0.944557040449477,0.967374390282859,1.0,0.4121017256380196,30.04392882373468,20.42532519570498,0.6472724449564297,0.6493201413375104,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8635670592204753,14.50652060773027,8.919937144922015,0.935993536542258,0.9578292407261828,2.0,0.5027726334322387,26.22705467455871,18.710520294858664,0.7149260597178637,0.7097279169277252,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8573087291852532,14.461890801537963,8.721513383568723,0.9319833488628072,0.9512727474852471,3.0,0.4642133212760579,30.139946974564506,20.848973959437423,0.6818761260660233,0.6961516476552726,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8651331141051236,14.55048547413952,8.799456489673696,0.9363706520711492,0.9591720554519814,0.0,0.4286434996122809,26.93792799963592,19.226878781953943,0.6762770245405167,0.671794000943676,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8637677140633836,14.362599161522658,8.701677668643942,0.9368619772558078,0.9566554524581158,2.0,0.5305248751941258,26.560481246363,19.669232925215404,0.7318372191410523,0.7170335593198296,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8655549947089672,14.250618194234846,8.720700277373538,0.9364547426668418,0.9567223887020756,1.0,0.4686930949399724,28.388302230345943,20.10528823321089,0.6853125042461696,0.6727776909457482,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8699743772675185,13.797190185026324,8.57837323561505,0.9399233693569846,0.9607050769991734,3.0,0.5057591911718038,28.837770435202284,19.88883247454287,0.712255420906057,0.7019209042188581,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.861668633969137,14.68429869592388,8.841882358790444,0.934605668317726,0.9548634575872852,0.0,0.4797356663470655,26.23789349426677,19.78347285972507,0.6999315612636922,0.667037377223477,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8667675874722324,13.73785197670284,8.504371790260972,0.938964920012046,0.9558462708946828,4.0,0.5460842140989153,29.15619028665053,20.37985172596208,0.7415737184775326,0.7382585065990307,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8589929643446115,14.509702749929907,8.711436930697362,0.9327363105368592,0.9559547667219506,0.0,0.4105122293901807,30.57008154820583,21.40184190501847,0.6475876114577018,0.6407405985707776,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8653358262084072,14.173610518667855,8.732301111704126,0.9373341086396378,0.9570682020623296,2.0,0.5034119265446565,28.06339296061591,19.99135991060042,0.7165669059380567,0.6873471622876044,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8610803613196649,14.20805276880962,8.668232513053344,0.9344935021608956,0.954665555360842,3.0,0.4952498453683062,29.694673749133603,20.42654736479092,0.7061750825372248,0.7295368793326882,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8625534743372277,14.507090306878002,8.832708198644262,0.9350839868830516,0.9547052782874866,4.0,0.4663265069818983,27.619358365756376,20.11829422553646,0.6970137013366979,0.6750013571049512,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8709387476892116,13.849901039297368,8.571461645449839,0.9406474681467288,0.9571213490568928,1.0,0.5694258804817659,26.35619842176373,18.9686619441514,0.756220475569378,0.7356715938164592,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8619417588403835,14.545086536116695,8.928026855352513,0.934395181153746,0.9533636866033852,0.0,0.4992007915652294,26.7600269502014,18.36427901985166,0.7113523921608229,0.7005404468823699,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8673574799389686,14.232791179501517,8.70026304194371,0.9372021954240424,0.958125933156682,4.0,0.3814564705951067,29.78253017123705,20.34817466916152,0.6347430021850498,0.6246203077672071,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8631672443042331,14.508893967133623,8.99325990697955,0.935439973136151,0.9552789243295848,3.0,0.5587833291831479,24.904807402445822,17.66189603402303,0.7485981060546754,0.7258636482999706,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8676046071824302,14.039075663672223,8.684255384863373,0.9381363112856796,0.9569157208005444,2.0,0.4653806806069811,29.263825113934043,20.640026362420027,0.6868856717168231,0.6951300777753531,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.863087476102471,14.325614661855454,8.88256135144482,0.9352516211752756,0.9530498984626466,1.0,0.4375499975900316,29.54236321850117,20.364742199461816,0.6624094497011942,0.6566098271525704,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8668064880931188,14.361600757208716,8.852112679993924,0.9373457659036912,0.9582160957288162,3.0,0.4840752313123003,26.53374417996037,19.14199460023112,0.7017743091010626,0.64500701877164,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8607778297105508,14.19215485337837,8.744508944448572,0.9345137332246674,0.956281617821254,2.0,0.4822552413985747,30.23747918316539,20.53610180044793,0.6953447153637378,0.7162124869933516,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8584533726844206,14.544030420828326,8.943242717104292,0.9340767473587324,0.95261765980332,0.0,0.5476726002824872,26.74896235468408,19.45621130651668,0.740525133850165,0.7231445129889315,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8677069296889226,14.131088604782049,8.780317203730018,0.9381904488421038,0.9540965450396454,4.0,0.5249530823593032,26.88199722167027,19.769018583759813,0.72513744291589,0.6760065533942743,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8679188442743258,13.966721924651708,8.360820958433964,0.9372324511847236,0.9570206642268656,1.0,0.4271920475925915,30.73143298208323,21.429591253935165,0.6550393329383656,0.668952229106915,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8729495994372958,13.653984697991458,8.435051033437649,0.9411984622963444,0.959316878165756,3.0,0.5283887452381295,28.207366835776234,19.58520045353177,0.7320649663175065,0.6981517775410417,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8624979841016942,14.662560508697268,8.998221341548406,0.934755090109547,0.9561864423893516,0.0,0.3811195148635106,28.37119138360957,20.009582851362108,0.6358531830904139,0.6133323861348644,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8610202993265119,14.75693372671824,9.01459460484184,0.9342780194910884,0.9547888336645164,1.0,0.4882916835775625,25.650319371509777,18.70738211166692,0.7062022832313857,0.6792922389074151,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8578424865141296,14.549136345380704,8.956783363832423,0.933553476945998,0.9545807262111036,2.0,0.520813418073482,27.69256308785233,19.042923183037047,0.722449975820178,0.697849037766515,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.860674117198802,14.441219670125868,8.663154144253518,0.933618570908564,0.9559366034516276,4.0,0.4442725097459945,29.378413890757454,21.628525690706432,0.6731641654375322,0.6424790499926484,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7893879756635884,17.961840930951045,12.983598470277204,0.8908574394767724,0.8678131674336815,4.0,0.3217265735764893,31.11413090228288,21.95357309517033,0.598618342915322,0.5547240721396243,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7581488048736564,18.96690808759944,13.24195618784456,0.8728648301499069,0.8538272080738775,2.0,0.4221244566620984,30.36646119503681,21.83597256181156,0.6630942955417198,0.5800688646906409,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7694013186967028,18.43941901786125,12.944337816143827,0.8794329888022152,0.8571113388899803,1.0,0.4295353166984907,30.75878749497307,22.59112449456396,0.6607345413917975,0.6358151773546414,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7558233938158101,18.86029558324396,13.41101771071462,0.871915167384028,0.852255504702581,3.0,0.4866472783477962,29.806617339378388,21.53249961880849,0.7031471389567387,0.6519354418847523,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.7597255381502546,18.648270523901395,13.22078563518998,0.8734202648964371,0.8518654520946783,0.0,0.4582086457371693,30.965958160438344,22.082559476910674,0.6809680341079798,0.6332301177447464,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7581676638335078,18.49845000812908,13.139175593291888,0.873322697315244,0.8505290239510723,1.0,0.5128681500298856,30.412756223492845,22.40544562098783,0.7168021994595042,0.6748311342475497,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7570430990442585,18.82755893172062,13.23416787883342,0.8722236577226476,0.8466235541231909,0.0,0.4958091017664642,29.47225341204644,21.50159868423141,0.7049766838253833,0.6369775778265601,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7749901253483411,18.190273958483115,12.821939177776084,0.8826497743472185,0.8612086344562576,3.0,0.3523313222557931,32.948778561368385,24.241204257519883,0.6091148363045751,0.5743288181938068,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7662330301671156,18.96108145120046,13.2191855940923,0.8772298618941466,0.8582137044660173,4.0,0.3862280375906276,29.392874286680275,21.58871339199704,0.6440047277016601,0.5719579447576417,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.7768571473021968,18.38260387354257,13.04886935135419,0.8836478893485648,0.8563733708082879,2.0,0.348127025884982,31.2641654420025,21.925177447203048,0.6044674909301857,0.5791700799607494,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7846531223970676,18.275413137426096,12.94034504929963,0.8876977772986421,0.8653714713658928,1.0,0.3069599695606914,30.647087611255177,22.53406511530664,0.5978572806861774,0.5394780319934033,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7595726449215612,19.13421347060323,13.49504955682524,0.873644300433429,0.8559802665709457,0.0,0.4545546993916399,28.28610646070522,20.469764520564752,0.6824333353570726,0.6286869049941785,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7540526919777272,19.4298814878148,13.62777788543245,0.8705559074161117,0.8485694944303358,4.0,0.5220319183932491,26.024746653130087,19.302447944461537,0.7291368398813847,0.687415113121861,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7715942782163456,18.91511612844072,13.22472596185921,0.8804025108122184,0.8578972446446013,2.0,0.3305608117045447,29.41628638438341,21.761615469866115,0.6134502280718233,0.5891907334621622,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.7585999463839757,19.04753803473944,13.329874862256714,0.8731759517369919,0.8512157280453945,3.0,0.4523573360043798,29.04161871603485,21.7662239218328,0.6818978032616996,0.6485945259261588,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7544361991034895,18.982319248828667,13.437949392336035,0.8709127741061657,0.8473097749027484,2.0,0.4957457963574621,29.18955210209264,20.9174202848228,0.7090093863672178,0.6535037857110669,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7677377660165512,18.568339046188207,13.185531952162194,0.8782501638993903,0.8611827989716929,1.0,0.3826370003499466,31.572899715573666,22.4052304956846,0.6342173541440554,0.5699971831399236,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7710670082299946,18.5055004034076,13.062603157017111,0.8800482647266163,0.8591803787155078,0.0,0.3925494850339789,30.916234945418275,22.470333411501464,0.6409551010659567,0.584926131536186,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7652904994245214,18.80827353648389,13.254366288542284,0.8769112843638739,0.8521835345877169,4.0,0.4538168886374732,28.902584186392176,21.144807661169025,0.6813305030330497,0.6357443281475956,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7697090389609845,18.375644926500232,13.124749906506542,0.8798440343817286,0.854080808207777,3.0,0.4453549988891897,30.65296526459252,21.665218785811057,0.6706662900950091,0.6235609764651305,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7558786300085534,18.79854188866705,13.277825264491042,0.8721514935105943,0.8489291541012818,1.0,0.568405594139153,27.61958186519881,20.855910617200344,0.7567579307256364,0.7233010492687593,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7495487735469482,19.174128205721384,13.535046191411691,0.8678934573236043,0.8422951369607029,0.0,0.4767414409867918,29.698642074810667,21.93162356909487,0.6925178907699695,0.6416274322338247,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7808393985312712,18.292711707050945,12.763187514847331,0.8856197163429063,0.8648498670483291,2.0,0.3193784698691203,31.3838910866154,23.154953845411537,0.5943073984298959,0.5398338029538016,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7693603338345829,18.545854656574218,13.106395718862125,0.8791369311957855,0.85965235243656,4.0,0.4271132006827518,30.19730028753014,21.73733582231684,0.6589552091761319,0.5989267481891877,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.7773999854896123,18.40703703168687,12.970030742514329,0.8838693786024682,0.8643468949533892,3.0,0.3574826462971776,30.722076095976085,22.188165117311936,0.6134208247196171,0.5687462828428528,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7825384983606389,18.07765908908497,12.783962226335412,0.8868207821044882,0.8631434389143754,1.0,0.3447509659801171,31.824784626511136,23.235072884094247,0.6048875697449586,0.5735738878014466,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7623091148145947,18.96740998961133,13.470671374346116,0.8752867859725546,0.8506596564663957,3.0,0.4761375012801144,28.06434949909145,20.387791368022302,0.6962415968293878,0.6686677766031783,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7816221687764707,18.22129625968089,12.94619159718821,0.8859859429898866,0.8619477596677179,2.0,0.2821939920492384,32.40155206569619,23.180189602484607,0.5961759903668882,0.5258863116882122,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.7716653490207328,18.2987834987512,12.983687014753636,0.8803400836193814,0.8556042558440982,4.0,0.3798810339975904,32.4062123978228,23.16404928969688,0.6323587809808471,0.6038108917075534,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.759107226268422,19.066391457269155,13.40095130953845,0.8735263501093389,0.8567387939435298,0.0,0.4581295995028879,28.62012705100441,20.34852167944514,0.6930274689745165,0.6020566822877017,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7815581740749749,18.29430438040706,12.925064596712424,0.8859920013621407,0.8650293417724655,3.0,0.3431398119567693,30.6474455432291,22.510721852827032,0.6149430163909234,0.5501226631660184,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7749678868594806,18.699183455628848,13.112718055728251,0.8821329808356086,0.8576178467902903,1.0,0.3389794814972493,29.79648357084196,21.57118043484203,0.6140465151039345,0.5621478360634775,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7704277443150735,18.40603968357514,13.057125422859738,0.8798353348477586,0.8551811894786849,2.0,0.3446813271831537,32.89467916705083,22.68777867227769,0.6117599443781182,0.5624651782179396,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.75101971881703,18.98815191886877,13.317186671712864,0.868644409174768,0.8416054261089089,0.0,0.5126582841049563,29.337241481770167,21.7711738034705,0.7161204720313614,0.655815943427341,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.7790799897889363,18.68903671775242,13.075876499807473,0.8843326657954793,0.865806835227634,4.0,0.2660497155933424,30.04740758875637,22.51111980257708,0.5843259641246054,0.5347560273980202,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7686985986930627,18.82707790878808,13.382619154944434,0.8787392767038444,0.8572741213131028,0.0,0.3656506916182339,29.94617782711199,21.70174314737161,0.635871090930739,0.5813049748155634,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.777308796505597,18.131473785935224,12.92955712209948,0.883733386833633,0.8557488316637586,1.0,0.3421234451532584,32.99077647570794,22.84236071271413,0.6106781216484564,0.6052704707141775,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.755655183048873,18.920380608583315,13.44975526721348,0.8710604297034417,0.8474329308164288,4.0,0.413636185481248,31.243420926626445,22.590834394249296,0.6489642462282341,0.5804898078298925,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.763946780387101,18.7311441279016,13.359605283417968,0.8757509359723744,0.8481397488095705,3.0,0.4397132030375975,30.048487896506124,20.70345854270681,0.6722338540396006,0.6488722627741464,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.7698178549912662,18.69758932198477,13.249847985486795,0.8794825613459645,0.8522805405829895,2.0,0.3835386738982893,30.172751642199625,22.311306792541547,0.636580387022351,0.5892578060442447,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7812243297851212,18.246337728434497,12.900854562956331,0.8860466585572723,0.8634582217934714,1.0,0.3600409612999886,30.670322926686104,22.19784483694664,0.6172633607772026,0.5672669737329042,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7741822177861191,18.23200452501113,12.880697409303547,0.8815439546344481,0.8522913308248803,0.0,0.3649099313530821,32.57338396058463,22.372605359226515,0.6292088958371684,0.6362829110777647,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.765266318681732,18.7992923921603,13.402750380744372,0.8766720253274067,0.8507324554943165,2.0,0.3858626974178467,30.676633501739484,21.513940982923565,0.6374513552427712,0.6120528815178434,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7711405196153382,18.712215104123107,13.169541709146294,0.8799959604636758,0.8613747301748387,3.0,0.3700674827500764,30.096452228282768,21.410854072351952,0.6333052457139505,0.596124417813321,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.7620433097578135,18.92435401406228,13.181524396878787,0.8749108504257079,0.8564543254288147,4.0,0.4034292368136037,30.199773562159063,22.191277281956367,0.6458678697285745,0.6085803205105749,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6784225901117491,21.98439724654325,15.114127277849969,0.8254737139997377,0.8224441416598633,4.0,0.3996034098689611,30.48227491554603,22.63135202473277,0.6398741208797779,0.6176163309828573,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6740915829583727,22.30400414636878,15.398535155558015,0.8228347761054436,0.8174407077879737,3.0,0.4379169459773647,28.583517767659544,20.6845536091008,0.6641921639609024,0.6308238134734031,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6928631631269101,21.71102652306996,15.175743213960295,0.8339061336619855,0.8269681308595459,2.0,0.2960505131444764,31.58621833762476,22.75137978007235,0.5710389379119815,0.5613841716968888,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.678443440006848,22.13624583387638,15.250085152336048,0.825333477417747,0.8253522990837726,1.0,0.3495379515233284,30.821419682402432,23.022331789321125,0.6063302019731309,0.5558356235424288,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.6855295210318291,22.2358336629958,15.323190165287023,0.8298214175011225,0.8270999734992129,0.0,0.3710873439750436,28.26401251930749,20.94955605963697,0.6392846053787757,0.5927767523405884,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.667409396344997,22.69892161532705,15.727232529058488,0.8184907008794041,0.8146634003855595,3.0,0.4181596844389379,28.15769306970248,20.594958810465403,0.6603473890819155,0.6395130318102494,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6752205025622987,22.026176893023194,15.234113409410089,0.8233073565924895,0.8151393572113745,0.0,0.420900994209104,30.290093603119296,22.17944219885776,0.6520738543953346,0.6293056342619298,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6800107398751405,21.75340105056905,15.179244351057722,0.8266183887536804,0.8190081255293338,2.0,0.4331134276812601,30.51768231935721,22.27520590007648,0.6635958469432317,0.654581094332402,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6950725785280953,21.20810782423944,14.993167700955606,0.8355836175034492,0.8237751718186849,4.0,0.3105109521921123,33.820050331235755,23.850359282613493,0.5716608229639646,0.5885330915420537,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.6853194677518819,21.70488640979464,15.091565978226582,0.8295543532407205,0.8245919507358748,1.0,0.3671586599803841,31.511372095953664,22.683951063643963,0.6136102609982339,0.5874622624470481,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6883633033901905,21.415004501433497,14.972893367849284,0.8316035268615076,0.8251444458163827,3.0,0.4024704328059445,31.61851821524033,22.719323122122656,0.6361169972219076,0.5977467521378156,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6808679188398414,22.10381232021684,15.409134291186962,0.8272952512085032,0.8229487379645587,0.0,0.430134287478397,28.57551424139704,20.511635280104823,0.6624609624231907,0.6266707031439225,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6964280837951107,21.75623370394864,15.129488725521616,0.8363303637113,0.8288539635909007,4.0,0.2884692854098879,30.65805898666844,21.54723123623589,0.5921775612665274,0.5708890366911278,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6692942543667784,22.31003108576574,15.591345033717513,0.820070454859886,0.8079737385324149,1.0,0.4576591453747562,28.88976710880163,21.00638859588436,0.6788622641707911,0.6842029112682706,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.6769453088547753,22.018703539237706,15.255362253949851,0.8244954963420901,0.820348206037723,2.0,0.4200904664441751,30.03214194441319,21.84389233575997,0.6556958310434771,0.6319238934060032,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6844809929336486,22.08126503404926,15.15788013424321,0.8288869328738643,0.8270697220286807,4.0,0.3358057914713501,30.234313191267614,21.565218494516124,0.6082499427732746,0.6043750634728987,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6691032011164321,22.6312515802494,15.587230975209572,0.8197260269041862,0.8128406893510686,2.0,0.4369844500057726,27.73977387898501,20.626797783951165,0.6720529299195941,0.6571474461839693,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6888868044892928,21.792996799320434,15.106084580083955,0.831601028324189,0.8237314732549932,3.0,0.3475765054232987,30.769029262500425,22.707839810165304,0.6250035436344008,0.5918558788881109,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.6809416576496865,22.097900800349183,15.610241808130624,0.8271187851586044,0.8181165500004299,1.0,0.4046065704136687,29.252651231643835,20.67514414493745,0.6443767748442765,0.6143055367267123,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.7051926796253354,21.103648798131104,14.79000216057685,0.8413888489800623,0.8342904368739481,0.0,0.2717579569606921,33.19571593918505,23.08636320235058,0.554958013334551,0.5338079375967588,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6895240516749799,21.51306557372332,14.741547311409024,0.8321228640711269,0.824491535315682,0.0,0.3392140795050247,32.47894728615695,24.334630174030263,0.5998713210050517,0.5753212003292295,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6746179147625879,22.103197020150308,15.189178575827162,0.8228906939149606,0.8123459594589215,4.0,0.4107098089537924,30.23774106859588,21.55329346252979,0.6531230562407546,0.6653713601156059,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6856768131384754,22.0373605666501,15.220207168485953,0.8296916399837042,0.8258158523428585,3.0,0.3396136753549685,30.1392012708034,21.92832003621427,0.6109307937367144,0.56954125577628,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6984930137841119,21.413500911627125,14.906710635697111,0.8374444694809345,0.8312742139743501,1.0,0.2495247092007446,33.27753757696664,23.379303606506856,0.5535309887204578,0.5382779629591007,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.6876365288765464,21.791291440092603,15.17636382377366,0.831025875881701,0.8254197624160883,2.0,0.3869293224402634,30.10495229454248,21.98575906990508,0.6388713306838161,0.600036588866271,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.684371484971597,21.412745643991816,14.91953761135392,0.8290027579799665,0.8196737346634735,0.0,0.3843635964727486,32.71957583718453,23.178040932349905,0.6260420754602176,0.6289862750124104,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6905632357719313,21.73619735315713,15.22334449804596,0.8325728369516951,0.8269607631294503,3.0,0.2969227072170375,31.951366509788016,22.997321377828985,0.5785407693291958,0.5595425742089308,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6965170902699107,21.068973647316312,14.785455764865064,0.8363807450510921,0.8253453164762512,2.0,0.3555319403562573,33.010846554430856,23.938322178827047,0.6114268279594648,0.5859380368396181,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.6751913333760875,21.630375311706604,15.1377510984502,0.8235598383777929,0.8135638098393394,4.0,0.4296824499982734,31.96608625201132,22.24026217992635,0.6564503385634863,0.6630495953341797,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.687497642951827,21.32044420000869,14.824016373228154,0.8307687660732759,0.8279014739713905,1.0,0.3287750357448585,34.12920714857775,23.933119845309736,0.5809740620454121,0.541620471418768,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6890143238775094,22.04313257295132,15.253826532230317,0.8316126205917118,0.8337058258977792,0.0,0.2658265552264494,30.81599312854295,21.902762176286643,0.5795822325782678,0.5486980442044541,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.670358596915295,22.46561842660521,15.55204436406985,0.8204096420438349,0.8157657099722582,1.0,0.4197007030940429,28.828950639753806,21.083432892816848,0.6624010211027795,0.6364121617366261,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6963955653889482,21.76270846106358,14.916369208843648,0.8360709129300629,0.8365927215668443,3.0,0.2301226977536896,31.721271753188503,23.15554580622413,0.5535926261929169,0.5021445480652562,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6814517277955237,22.12682144094628,15.313108721977391,0.8269756381201493,0.8231811014349341,4.0,0.3120796748525438,31.11964665934913,21.841838791122782,0.5862215403662852,0.5777035365895384,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.6815043313838032,21.840961992991108,15.17232867419672,0.8270723925408997,0.8132320687358928,2.0,0.3554191644501021,31.79406759319336,23.34771585604001,0.6237017067415396,0.6221794718198497,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6782620836304853,21.8280893727889,15.082506122952395,0.8251995427378382,0.8168776247071577,4.0,0.4141565485398999,30.954045166316853,22.20320494658545,0.6532344044098454,0.6446251668627171,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6917314053820336,21.84915715978656,15.136483160578129,0.8332898191313094,0.8276620483317078,3.0,0.3515477414953371,29.73409003607589,21.821203529740668,0.6085286473283549,0.5899721371626884,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.6762085445264794,21.98495243264618,15.418551529914724,0.8238760719767155,0.8145262365950472,2.0,0.3865479279980378,31.21157376975019,22.130333277818032,0.6383966688545242,0.6332602712238092,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.692859491654595,21.483807906155125,14.8407324961006,0.8341640702262452,0.8289524259198353,1.0,0.316345441945337,32.37466316099225,22.832791425786585,0.5904781541221304,0.562900143391603,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.662941869368993,22.84804854216712,15.877085118897975,0.815861853249423,0.8116380558154371,0.0,0.4378929490981635,27.558847192488805,20.1818981488502,0.6781090847954795,0.6477746069498077,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6910261008000418,21.594343731572405,15.004683833745723,0.8328744523780058,0.8281903743431007,3.0,0.3272632181255744,32.00383331236648,22.87445518591984,0.5912981760085918,0.5877952476349565,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6819108930562908,21.749145127862253,15.154906605359937,0.8275068803505323,0.8180178311139715,2.0,0.3859443956398428,31.44734757123944,22.556546293152103,0.6251609876270876,0.6172097571347667,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6731440514883432,22.180111440497388,15.267058460894418,0.8217651246775644,0.819218723379338,4.0,0.3844009184479918,30.778897656107382,22.84654377581799,0.6294140466313022,0.5679535620718679,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6896815687628515,21.7733997351094,15.076578016044255,0.8322234152418473,0.8247763983078306,1.0,0.313570894801752,31.52165537944297,22.89517221332222,0.5976104655766793,0.5927097397682107,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.6913602620901866,21.920122248268346,15.373631157142087,0.833175302334344,0.8271034177532461,0.0,0.2883922650247784,30.77172221496722,21.42120122216443,0.5901760557746636,0.5676076217128763,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4917983810846411,29.62587292960632,22.44407363920668,0.7012886048791951,0.6928297094894182,0.0,-0.1540564103262072,30.446043622913223,22.34339126112686,0.2378200584274392,0.2561277667836209,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4614679054907603,27.55700216147397,20.398760729525097,0.6793226620204051,0.6408601639716924,1.0,0.1689647417051403,36.50944445468424,28.07284786076931,0.4923626420323179,0.4972064126801978,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4073242539962814,29.07748036530634,21.35638208706668,0.6382247788843247,0.577367946882885,2.0,0.0239178463728999,33.35684177476783,26.49143111579918,0.4008395254613136,0.3886392753685573,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4094115982417629,27.97936274076552,20.6417798276094,0.6398574333800733,0.6342679683229236,3.0,0.1689647539226758,38.09128089286626,27.55435862736446,0.5343798088972486,0.5674859282321216,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.5127618327843284,28.555167909282385,21.47310372195482,0.716077515452979,0.697251197612698,4.0,-0.0501527021611514,32.96789314356924,24.11781444155238,0.3021460555504603,0.3137108087864461,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4039443386936685,28.284555383229364,20.963575928381964,0.6355834615865072,0.5952676564317346,3.0,0.1648698336221614,36.050933651327725,27.89098629731861,0.462747861008017,0.5098082158059224,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4169191711936443,29.33456202684164,22.022174803991447,0.6460793879191717,0.6187263736092242,2.0,0.3725510397551231,30.565383624587263,23.614715639810427,0.6361351849080605,0.6274359217834052,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4649808036667557,28.91413325346144,21.67889791737432,0.6818976696399873,0.6385661851570107,0.0,0.2330255993977205,31.13868985526627,23.27556967067988,0.5289328564232163,0.5898536634810044,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4795500889512176,29.53940584721972,21.875860233516484,0.692496261103693,0.6789896127015237,4.0,-0.0315909488347005,29.78509182532684,23.07881224593496,0.3378748169284378,0.2763011271564964,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4586331703625408,29.364626463647884,21.981843815881938,0.6772332790705498,0.656159977509041,1.0,0.1998514430776312,31.057147973439093,23.184794776119404,0.558338751985257,0.5354608752977122,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4382544492071247,27.292238156483823,20.39709026033029,0.6620118149781934,0.6699340414703064,1.0,0.050092858116335,38.53164616268848,27.78802239172681,0.3574716537667226,0.3621318564325428,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.5100032376299721,29.896959708828067,22.52229436905473,0.7141488353007857,0.7125241397262324,4.0,-0.1363589906010565,29.833276530527225,22.299792686205844,0.2701330171201919,0.2600025634886221,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4267781388269323,26.78375977084872,19.841049007054387,0.6532910603694354,0.6587496828824487,3.0,0.1313078332788264,39.9917959777021,29.19991249222764,0.4799748639548222,0.4147600561158165,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4452469714303811,29.30828339855181,21.88586345917623,0.6672737629638359,0.6358497681687627,2.0,0.2750259869837309,30.97860662455556,22.80973883082158,0.5700462285770245,0.5287034647253699,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4571669450055666,28.33450243019518,20.97197817144883,0.6761440962402014,0.6221220196341366,0.0,0.1867043288878184,34.53494889697136,26.792588403483983,0.4977983870067093,0.5033773683246816,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4316600864123883,29.51289575356443,22.003802874654696,0.657014478017546,0.6336892781065723,4.0,0.2543865016115727,31.16951476370953,24.2431051061008,0.625067317931073,0.5982936099907895,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4238004804878041,30.21304694984625,22.641580272856213,0.6509996079138517,0.6229514044938762,3.0,0.3419418465911599,27.907106524133145,21.79305353430353,0.6434738843269665,0.6110468718038565,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3766230488950414,28.54313136216723,21.159927629396154,0.6137000220421359,0.5724548463581532,2.0,-0.1851537212871796,37.81583733359413,28.90448751965409,0.3908745463234518,0.449228853400575,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.419746906706665,26.403599036916145,19.424491337719296,0.6478790588470833,0.6295231505608267,1.0,0.1330858006332101,45.11170208230289,34.53005429687501,0.5208304426601078,0.5236431239818041,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4634623069461444,30.12546850180796,22.460280532002187,0.6807806794945284,0.6605095235831316,0.0,0.1467733217855444,28.337753108300262,22.030873915886563,0.5420096331033091,0.4847017478835788,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3489344267904894,29.056722819035368,21.775256008314173,0.5907069021359972,0.6019755780817397,1.0,-0.1266351588246179,39.75521114565656,27.044839777228624,0.1257665968697635,0.1277865868108703,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3667244812652922,32.03599635272302,23.87909229454938,0.6055778952991728,0.5887413100534875,0.0,0.0869740959792675,28.70586291072328,23.0864347529073,0.5303377824883093,0.5321396769281558,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3870678591328695,28.416805231286343,20.82236600150616,0.6221478699921987,0.6224632676521559,2.0,-0.0670066207614115,41.50812494290247,29.576954712525747,0.3034323946843349,0.2408705408308087,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3678297910221024,28.30992017621455,21.22329696576129,0.6064899394456891,0.6074211811927732,3.0,-0.1461971302365619,41.62452676123298,28.715929100699817,0.1529031158548181,0.1538335249258238,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3317287681972012,31.3630948092742,23.04742168905909,0.5759591609581383,0.5436955823985579,4.0,0.2240523125333773,30.85856597557424,25.24427737604639,0.4740957369388806,0.4174624419511133,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3941018257616344,31.07849363585664,23.14928546348315,0.6285687265417885,0.6249805241019029,4.0,0.0930119716531624,33.26086665941166,25.253553615960097,0.4176280490963275,0.4198199565048347,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4090346556329383,31.02064335282263,23.08755696664119,0.6395581722040132,0.6400275242159689,3.0,-0.0210516651889092,32.867511312377665,24.77158799064722,0.2445501935962903,0.2225444511703205,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2718764661435626,31.17259381408636,22.80177510608204,0.5214305798145926,0.4946494174216326,2.0,0.2260736456076335,31.814096436429185,25.497407238442825,0.4770609448798976,0.4915288197798653,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3828582828649872,30.52030641752216,22.88074799196788,0.6188016750273995,0.6016596808494612,1.0,0.1792472264631613,34.70089545846527,27.174712990936555,0.4926989414135957,0.52916106451706,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3678952097503489,30.07636798283644,21.93682309915907,0.6065626751484259,0.5740857986718712,0.0,0.0967915304333226,36.22502173559496,28.83359296482412,0.372018114595393,0.3484208792445953,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.401576317501235,30.97524992307127,23.46080062862475,0.6337006278634799,0.6250575603514925,2.0,0.1381087320914004,33.09389758741408,23.878479149661377,0.4266031425820656,0.4665048403567126,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3679379186493187,32.00645591965681,24.137594171199616,0.6065789687266524,0.6066417048902581,1.0,0.2448981561676909,29.26893669480737,22.203820178235382,0.5080007866645387,0.4762337398850616,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3237299829233747,31.908559415095187,24.08661583355649,0.5689730677819967,0.5623747733893465,0.0,0.3627977337701746,29.653086329166367,22.17439999235308,0.6129860513012796,0.6306927754741332,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3965414011298998,34.495520755994775,26.697228593937137,0.6297155707910114,0.6521914349149047,4.0,-0.2358746730724508,27.49590738819338,21.4403444723352,0.2763226974443354,0.2867089593750245,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3015859970683988,32.55019177647091,24.36865622083099,0.5491691238581797,0.5466866755984452,3.0,0.3748586131726265,28.269183642131736,22.002706629280688,0.6413344938520805,0.6387238619850031,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3763130270445499,29.94224333482081,21.986860088383363,0.6134435809791718,0.5889623922945288,1.0,0.1407522385367332,37.67230867379103,30.09862825132696,0.4155776781434946,0.3978122138882044,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.308563568018698,29.55157796468657,21.88266176144212,0.5554849845123611,0.565589699745317,2.0,0.1498852284593327,40.43367719699141,28.006076363920062,0.5276206916674275,0.3773770245754161,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2732653956794912,31.53522410553916,23.31575777807603,0.5227479274750799,0.5064518443473516,3.0,0.2345422175323493,31.12816611928862,24.51770563558154,0.5140754590156771,0.5000874825997559,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2686202773509522,30.71797986100725,22.945826185307737,0.5182859030988127,0.5031659999943082,4.0,0.1550295454031701,33.96777642009793,25.586005407354502,0.4203012687927125,0.4468186221304034,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3766734868675885,31.710773220486548,23.696874425940752,0.6137373109625881,0.608762816883361,0.0,0.157897085197194,30.12497327134511,24.01514825642668,0.4884510748559217,0.4566575123649369,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3107514351896081,31.6563761784696,23.172834814023137,0.5574508410908273,0.5251238390768135,4.0,0.1578253011733625,34.55919642084076,27.308947732668084,0.4154742608452133,0.4410887056930258,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3677148335375964,27.641434489898508,20.59851323294038,0.6063949526108194,0.5855295255494116,3.0,-0.141611151981134,46.77985687995422,33.33907864398696,0.3201134096271153,0.3256098029392778,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.28754740292644,31.512941732858582,23.35763416420311,0.5362344707493544,0.5238187638059549,2.0,0.2518040341016012,34.80118870537263,27.73549800497153,0.514725045111442,0.5525737854661756,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2669455525533164,31.97052013272548,23.92873645728985,0.5166677450249139,0.5197645358627724,1.0,0.3410266257316148,33.22065165146191,25.84529517617499,0.6023320844272395,0.642497473327342,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.2198944210643959,31.97029638308245,23.575661945836085,0.4689290257134192,0.4526650356061709,0.0,0.1179398692774109,33.71248887487153,25.98489789393708,0.3866427595931465,0.3917022541535475,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3371693024050946,29.755527269341584,22.20138571428572,0.5806709327393692,0.5907042658581998,0.0,-0.1808675092692924,40.94450477679107,28.32549999999999,0.070764193515578,0.0629025723114893,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3391248957270334,30.79018540427467,23.1028311965812,0.5823455291996751,0.6038734392508158,1.0,-0.21089055510636,38.57257854103241,25.81022113549618,0.0894215097422309,0.1201470312949941,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.361200793731153,27.859952834378788,20.368843106180663,0.6010375951390187,0.5543621668786193,2.0,0.038011949407089,44.67292385775967,32.631248889875664,0.4609429215940401,0.4524510201865721,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3546334741727477,28.36780511265569,20.84985495468873,0.5955200783178911,0.5648886646558579,3.0,-0.0304853776316953,44.62090345837825,32.30824527877698,0.3814247926079293,0.3485217548484074,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.2215910294611187,32.61435247207392,24.11481257512019,0.470735750816954,0.4478604620502471,4.0,0.2231398190386386,31.48620178046336,26.61247644605352,0.5538249123601886,0.5739383332856538,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3234153309949716,34.10829965029598,25.92068719596265,0.5686961926530893,0.5833270611863818,3.0,0.1072127142800637,28.331751095443423,21.61987802590231,0.5633069465978833,0.492641491330447,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3746896930142434,27.971269650876856,20.63860211840445,0.6121190648935091,0.6033531645603504,2.0,-0.2056876981517241,45.561571316629966,33.16136853882151,0.0954859654907053,0.0054553581115006,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2826474681062266,28.35249985055881,20.854464843223752,0.5316460587789142,0.5130344000445514,0.0,0.1908354750916213,45.244724646475625,33.33260435625735,0.6035036205771345,0.5652558569262195,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2439185567526005,34.45725087101089,26.08274432361699,0.4938811486555027,0.5256307760317214,4.0,0.3994794812749104,27.28154603064378,21.49326586683268,0.6624656545698826,0.608302795545712,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2125430272656578,32.238432338348446,23.876886506570862,0.4610239232935254,0.4685775134629375,1.0,0.1228896408910377,33.81893795672719,26.87843099158752,0.3706801694202607,0.3713660429225229,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3380654230246258,32.86938232661174,24.825325872170364,0.5814339369392071,0.5978454227093312,3.0,0.1450737558963793,31.157598439995944,22.72526336726452,0.394438558882535,0.3958658206080084,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3184737984784269,29.664340806552865,22.35968313507857,0.5643348283407881,0.5681646506726262,4.0,-0.2959399159795584,42.85522029431568,28.98555804090404,0.0281118209961075,0.0015294100515142,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3804511428989741,27.611496622513013,20.133535341098465,0.6168072169640804,0.5987461497484333,2.0,-0.1328058430811003,46.72266523218683,34.66610030231455,0.3175848756414421,0.2448711122371752,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3782614491778546,27.48391600064324,20.208610570077543,0.6150296327640279,0.5829623675833024,1.0,-0.0258583059660832,44.6055468438306,32.27988735496141,0.4073800199179788,0.3646193407300314,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3134952430055957,32.5910052692001,24.722206420548886,0.5599064591568808,0.5774570029445375,0.0,0.1966824443725729,32.95502023058617,26.09800642477879,0.5616358786426564,0.4927625587162763,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4543773076659093,28.605710234333067,21.42789299503779,0.6740788121873375,0.6485889739381318,4.0,0.3560075861042949,31.679122360674064,22.920478044428645,0.5988728733511248,0.5691580750084247,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4378681346255304,28.47976498064452,21.486947929296395,0.6617192997379826,0.6418741129596284,3.0,0.4126950045436097,32.23020326410857,23.328599572870484,0.6458614716872553,0.642750120133847,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4438443727219773,28.726265673084807,21.41356140516147,0.6662202624779567,0.6433736508630712,2.0,0.3819190367160482,31.634428807652668,23.06307291676515,0.619607990937716,0.6148476746322956,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4455601935872062,28.65308375959358,21.491350353968613,0.6675075147306917,0.6446673433339801,1.0,0.388151051859532,31.63898723323443,23.051831928658075,0.6242738600399336,0.6137207640428962,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.4421086639653819,29.46103015861543,21.92000636448285,0.6649175835604431,0.638074730688826,0.0,0.4072627805653885,28.14445758437555,21.450907556353474,0.6395904627030827,0.6195826829330575,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4448919869052875,29.24227447175185,21.7966042380137,0.6670024291217593,0.6440604598867146,1.0,0.3829260564795456,29.346693586360296,22.041794948630137,0.6226775465084549,0.5927705082533342,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4318471474649888,29.35467774098846,21.697941566780823,0.6571514299854724,0.6380931184730616,0.0,0.4385788331629682,28.9429734627562,22.485337756849315,0.6624007309865121,0.6108252838301662,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.432163610052065,29.566762899298293,21.941539383561643,0.657583330949077,0.64579435545785,4.0,0.4345517554465804,28.144871725323807,21.561417808219176,0.659908632083869,0.6226497935632157,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.4555838196010862,28.611996629383214,21.33332512842465,0.6749696789933505,0.6587019396595624,3.0,0.3518471367383762,31.6241093560352,23.60104623287671,0.5950671134061756,0.572874140055881,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.442294337298394,29.336415644173364,22.069471425513697,0.6651500401584174,0.6358421467652918,2.0,0.3923085697859167,29.026303737004,21.40179794520548,0.6356034897013796,0.6291224525175851,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4361593436038402,29.4775378116188,22.041079887445825,0.6604293058488981,0.6317662668446928,4.0,0.4116323675650545,28.597258395734723,21.97760119077859,0.6497793810412995,0.6366267786563683,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4605743310781105,29.044810284722136,21.687385117644784,0.67866040605016,0.6493579023063395,3.0,0.2974747460342903,30.23197701575631,22.93397293948948,0.5666882076434295,0.5548462657074298,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4466454694471579,28.658531717098526,21.596547026190823,0.6683218823239562,0.6353043460454572,2.0,0.3860041316168209,31.5621566587328,23.29026210789144,0.6223236313164853,0.5964310709236742,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4548280541892764,28.58501550655949,21.41301501690665,0.6744137573298004,0.6458635053965388,1.0,0.3446041260257804,32.01844539581157,24.42095144526964,0.5926057154937867,0.5549366546566737,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.4355417913237615,28.999352970950348,21.71210653403582,0.6599604311923157,0.6301316570732215,0.0,0.4240052363581303,30.355517307669864,22.49162041756571,0.6511798451264963,0.6259430072480883,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4634967677323621,28.58347806681884,21.276125363709827,0.6808059692249783,0.6611338125567643,0.0,0.2898772387760333,32.274008143598536,24.739610838800573,0.5614902291001147,0.5159824791668891,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4358220724678332,29.177669088264707,21.906832887414385,0.660168443287593,0.6365359421088748,1.0,0.4195136150460133,29.721971113259407,21.99658068011558,0.6524481219402807,0.6336120532223628,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4562833493130072,28.902288416740745,21.68759050593964,0.6754874910337542,0.6440018204016185,4.0,0.3195349876374711,30.94552662679152,23.23320113174229,0.5752097001901921,0.5447055919448351,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4473036415205751,28.8635220963138,21.616078594490983,0.668807626691394,0.6403175370481666,2.0,0.3770518438214423,30.81648319285639,23.492562334737297,0.6263258085565057,0.5986793544056624,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.4399205668309827,29.09795154294564,21.593845034246577,0.6632725562391272,0.6344273205259595,3.0,0.4037986617185577,30.015892634759123,23.004996575342464,0.6411185305474226,0.6174345249677184,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3585986981348125,31.009092456169128,23.08220629661804,0.5988312906852487,0.593492515403318,2.0,0.34323205719986,32.02599639755301,24.039348991540628,0.5865784095478184,0.5945654092657976,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.339723254004704,31.630199613357803,23.63971894979917,0.5828579622835355,0.5772196349151975,1.0,0.423873307242995,29.355867120014427,22.274119993004977,0.6584346022763646,0.6638091219849689,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3586712431958155,30.97603493184652,23.15681148275762,0.5988917977273984,0.5988748137300574,0.0,0.3327555863925291,32.30171218114988,24.52332749747332,0.5823149737413009,0.5814044474637055,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3508811867976559,30.9098188202783,23.18030599963543,0.592352473060943,0.5956789187338111,3.0,0.3687078209134257,32.44537444451399,23.31157743212756,0.6129362010177002,0.6072819938238404,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3735945990449218,30.5714191347018,22.9166343493551,0.6112240494477199,0.606405554662442,4.0,0.2902992102970109,33.59563346247228,24.61307826687838,0.5406519694033289,0.5452058361738561,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3677573808113802,30.49437524347279,22.667198630136987,0.6068348812415371,0.5983114611169771,3.0,0.3175171399695566,33.82277459521163,24.92028082191781,0.5651526785109449,0.5758515428725626,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3643186060721678,30.593199622107644,22.99762596318493,0.6036075395324763,0.5941375939026604,1.0,0.3219705991556041,33.50213538078715,24.561913313356165,0.5701548014970776,0.5828877870297092,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3543018465415686,31.49982905313476,23.54230136986301,0.5954869980093906,0.5950542116048275,0.0,0.3400672481150814,30.52444449585974,23.21024657534246,0.5903629718571262,0.5768409131785486,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3709236389594607,31.36917666200461,23.53934931506849,0.6090417750586421,0.6044556081038563,4.0,0.2885479120893629,30.43662326238636,22.739999999999995,0.5464733376615072,0.5498086798071277,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3530381792887024,31.19206365510644,23.428943493150683,0.594173477348076,0.5914454025751494,2.0,0.3688567505857247,31.1257304252881,22.20602397260274,0.6088294189076207,0.6199991846474785,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3584881348196802,31.02455266164749,23.311560168696023,0.5987389632355966,0.5961449818415231,4.0,0.3210318757984793,32.39027443398401,23.2670378668962,0.5758856869719324,0.5895810519310142,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3507690748542899,31.187683876924297,23.24136318396404,0.5922578874795055,0.5861962149093825,0.0,0.357960029914799,31.669391435694145,23.94501929723124,0.5986828510189565,0.6160052369620532,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3768995976825294,30.593691747161262,23.008080406541588,0.6139216036375577,0.6107893910897492,3.0,0.2562121429748256,33.957637471851776,25.07723705474889,0.5129010686537572,0.5070138030646185,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3437163130900073,31.547006912040708,23.60983291070089,0.5862734276687935,0.5797286298281155,2.0,0.3889175169241486,30.212651468028856,22.582217930719345,0.6264710647332175,0.6381154309433955,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3451961892210439,30.83020034572508,23.07749903438821,0.587534117889065,0.585465975272688,1.0,0.3725812473640014,33.14791032484802,24.35294829293049,0.6169648935872739,0.6146992781281875,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3639217337722221,31.11777038981988,23.431502393564724,0.6032592591682471,0.5987364945389051,3.0,0.2972420520515281,32.14350957888381,23.84120385129418,0.5493034162128771,0.5499979413691242,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3730403269827053,30.53818249780684,22.98079218863427,0.6107702734929931,0.6029616893256343,2.0,0.2693696485386422,34.208254908571064,25.08804291712205,0.5197898498814083,0.5516600312314813,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3541868118372018,30.88386730792398,23.102510241157027,0.5951359607998846,0.5930304992712228,1.0,0.3392802693993119,32.90855244292623,24.41133332295901,0.5842881611677874,0.581991612140562,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3574365547225513,30.80365021365885,22.97053082191781,0.5983294062615107,0.5962075298191661,0.0,0.3290999121238747,33.252074284291616,24.987441780821914,0.5780161533941884,0.5718798446164541,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3701647108545722,30.99402639308436,23.172734536593087,0.6084116294537543,0.5973737918028885,4.0,0.264536674819122,32.74448455966059,24.74604443705175,0.5226708002824916,0.5290162787835081,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3084842995229353,32.23741699232431,24.16062228826753,0.5554136328021826,0.5463622791877816,0.0,0.3380782602735077,31.97315220544386,23.90820106341935,0.5843660583647319,0.6063999380099176,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3122940547811489,32.07656950550252,23.97387824914785,0.558832764998895,0.558788408631759,3.0,0.322582277282318,32.66036792793238,23.964572789524954,0.5723346549638451,0.557078924734948,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3104528114985452,32.5085078546111,24.44647900497825,0.5571829282553833,0.5557890665899529,4.0,0.3320468295200891,30.887603020107573,22.280119795205472,0.578311859995541,0.5760482427008973,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3141813719214235,32.42773926061578,24.16521220042439,0.5605188451791774,0.5646511693202527,2.0,0.3152125703746317,31.20051276882468,23.58205657055798,0.5631370210131036,0.5261375935188005,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'ridge'},0.3356904218065409,30.975486547330306,23.22847582651145,0.5793879754995427,0.5674817831111247,1.0,0.2251720649139879,36.8956301406536,26.67279671008079,0.4826011407122662,0.4986687781274688,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.306412281746849,32.39131285561414,24.32746575342466,0.553565987236393,0.5486953301405445,0.0,0.3449149151585463,31.431992557154462,23.138486301369863,0.5878776294977808,0.5917357183314816,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3148982071484829,32.856812166877624,24.55386386986301,0.5612281745511254,0.554377505004105,3.0,0.2717850093623807,30.23874321821183,23.46621575342466,0.5269642472113483,0.524424209960034,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3289794351667392,31.28979239983317,23.477054794520548,0.5736842866100185,0.5671542585506126,4.0,0.2519254242995613,35.811698234110025,25.506684931506847,0.5120467326194671,0.5234433848914728,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3154088369302507,31.46779675119925,23.49322517123288,0.5617983177073091,0.5559199788034104,2.0,0.3004800144244903,35.030817695342535,25.960679794520548,0.5559544099748055,0.5545909303878329,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",LinearModel,{'type': 'standard'},0.3156256833594095,32.56848450562852,24.287597602739726,0.5618164270203413,0.5626180765901551,1.0,0.3052997327456197,30.66566796589852,23.52793664383562,0.554779545697152,0.5394147599022193,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2938958611960753,32.80016377081109,24.545556980771284,0.542121648947957,0.5471104623493912,4.0,0.3441692587798259,30.991203133836823,23.64344696938054,0.5892444587632502,0.5960185231910279,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2992199022250252,32.42807802483599,24.308718695154635,0.5470099830644604,0.5498451263380242,3.0,0.3197645789892958,32.545684213521014,24.152844101639324,0.5673029636416433,0.5934675897463549,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.3097723672388858,31.69907015613253,23.66312505811046,0.5565719971456338,0.5682911720943804,2.0,0.2795505560569475,35.29303567583159,26.362953965368447,0.5383052447351686,0.5364427456900156,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2993824449093633,32.69439141747288,24.42975981449305,0.5471585391146909,0.5602669839175463,1.0,0.3215616595285369,31.40896137816526,24.167870536757924,0.5690725023603727,0.5643577355556623,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'ridge'},0.2881906638896317,33.09625836727954,24.694604470112413,0.536833945039927,0.5536803591757223,0.0,0.369285576266722,29.676758486730414,23.03823117100387,0.6091678783922387,0.584706708995911,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3184808858788007,32.053919936521986,24.107397437978165,0.5643411077343212,0.5686916493301166,2.0,0.2440889469053913,33.94669718567185,24.87796215406424,0.4989743895531754,0.5233823669201104,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.2991197372004618,32.50152220906027,24.406723713295644,0.546918400861099,0.5529716406138822,4.0,0.3095657865425586,32.338501526034285,24.3803797688464,0.5584364307988525,0.5732200327522312,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3213891661086707,31.199438706874226,23.324174769965296,0.5669119562230724,0.5764344893910334,3.0,0.2415671990215151,37.03212977277237,27.550185295091783,0.5013009547911438,0.505958178701139,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3029166560462318,31.78005838325744,24.000930141955767,0.5503786478836473,0.5611370192053905,1.0,0.300981637222186,35.086229078042905,25.384545060156523,0.5541677488203284,0.5697405720693862,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",LinearModel,{'type': 'standard'},0.3145126663087141,31.71184635198067,23.643542142634296,0.56081428860962,0.5632650763600279,0.0,0.259849653784406,35.22660414940612,26.498414703087214,0.5152944676505377,0.5267655799052443,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4429297832918488,30.466339081569128,22.03542396635353,0.6882717402550106,0.6679788309214134,1.0,0.0693229215096857,32.5109530333877,23.992428181429048,0.3964271376848314,0.4322744852060835,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3800951985601261,28.538873024452627,21.80978422854201,0.6241964064287615,0.6413167979553551,0.0,0.0046628445945915,38.66713038401226,27.53007803939927,0.3219318832802104,0.3599632604709084,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3052392701060851,29.58601500667208,21.38581828586796,0.5563241754607707,0.5302873217765494,4.0,0.1267806715141008,35.610759307758485,28.80071361590036,0.3726332354601606,0.3983549969897516,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4457667715901285,28.91725075826782,20.660074010188623,0.6747914766006626,0.6503390213761434,3.0,0.021465850134696,38.61777434740503,28.878035927991814,0.3417812301387336,0.3976800758226369,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3516326892423341,28.44739401829561,20.72309185376445,0.5960891984760291,0.5938767140222634,2.0,0.0897204124317679,42.43165656868953,31.68566573339971,0.4260053388945249,0.4417013323232966,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5832715113277391,24.56752030947373,17.145422906443414,0.7638187852527187,0.7236100353318717,4.0,-0.0064050782683433,37.90529754751601,30.27570156589785,0.3598532916477746,0.354798501635402,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4611867871431027,30.891838200989145,22.40654485357364,0.6850732645822786,0.6755848548223903,3.0,0.1204250285066768,28.966620237406904,22.40255953446874,0.4132118231442973,0.4097651540428428,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5430735123583138,27.32346571028706,19.20382368376389,0.7371733573725707,0.7327230014790488,2.0,-0.1144885435942026,33.80134305237694,24.17500264110617,0.2566304173551693,0.2565268739000242,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5108813622965201,25.74644149774532,18.48198536047163,0.7170418892897847,0.687120408926714,0.0,0.1979706766060718,38.325831713124174,28.98641499319596,0.4703433555229325,0.4948848728517138,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5857043828408317,24.215565394468257,16.850994110729182,0.7664392133141336,0.7440161663446538,1.0,-0.1326621510367103,43.41039658356808,34.25416579768618,0.2585584670527824,0.2384118322010638,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3802259828001264,28.82348955356441,21.624551374101912,0.6168019230495446,0.6406072342088193,3.0,0.0343525597011309,35.84410371540293,25.17587525639313,0.3188754628096093,0.3414101289270673,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4018435807637159,30.78179474305731,22.817151796380248,0.6380629247046168,0.631013956455698,2.0,0.0624597544021446,34.39652989995048,26.38325374688995,0.3371929263287051,0.3635372625437323,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4430802255087591,28.87885493834199,21.54294711075781,0.6703232299501777,0.6270384853826091,4.0,0.0676121328849593,37.614830434920535,30.33174679277046,0.3509411579076458,0.397322995602998,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4391895836569438,30.806294605488294,22.38366036750731,0.6646986449795408,0.645070356871844,1.0,0.1687260113955575,28.297797507704548,22.458177161593447,0.4529696164853053,0.4372166582211149,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3794593263146286,29.638882673890684,21.26343763630944,0.6199101354393995,0.6002970532842725,0.0,0.1803206257241761,32.78288428417338,25.399794126833942,0.527173047767103,0.5881760032617646,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4634726531282557,28.19454608332272,20.47618149833275,0.6837541256071904,0.643618039392736,1.0,0.1731381202886978,36.30647759434465,27.694046273347805,0.4229022503042788,0.5122433816844129,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4943573762493659,27.950736994523748,20.31818717500969,0.7049215950131278,0.6806227333778007,2.0,0.0894951169892004,35.058468734007555,27.105063024268784,0.4320888449087037,0.47197707324748,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4546071924446559,29.68161469950279,21.48423646364968,0.6757955714475923,0.6608444194241121,0.0,0.1805329163137633,31.22031058226718,22.83900685982608,0.6098897152229483,0.5477912198535763,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4063934198607949,32.93783201626565,24.48002728513218,0.6456042716080386,0.6538850083041166,4.0,-0.4673922240842254,29.80820217238163,23.112043352940283,0.1552071904858706,0.196796539548558,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4267779755879892,27.42937755107036,19.48528047597748,0.655822385710565,0.6315082703328055,3.0,-0.045183595504068,35.82695394905936,27.328743620790256,0.3741335352860286,0.4307644951238661,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.449904304326573,32.58006745191619,24.42477846164848,0.6772277926261521,0.6909398026136447,0.0,-0.5614207296549985,30.916294508083425,23.78456762171503,0.1316365388346443,0.1452758810621793,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3364683262985543,32.9018466302831,24.22295464703206,0.5936488674547435,0.5736004369306379,1.0,0.0769125517095342,33.77942201795792,26.46393863282673,0.3267657106711459,0.3472973350555907,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3376263612051233,32.28842502145783,23.93342148474993,0.589792030222372,0.5822503348416483,3.0,0.1501193669572933,32.47157944559554,24.64797529405636,0.4851438057800914,0.4822052159043866,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3594721707610696,31.368123091898585,23.267647695015366,0.6091929856620455,0.5967953679668684,4.0,0.0306169212232965,36.84731760378902,27.20274817347162,0.3679032090339255,0.3642596756162638,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4267563673360546,29.77527922301316,22.00490999816197,0.6571110587001459,0.6416099311343738,2.0,0.032473865650109,36.23075048640992,27.493805743690555,0.3672933550828174,0.4009641034697122,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4013836374939966,31.057388413357085,22.93881032170554,0.6356867701950499,0.6285780512083521,0.0,0.1767483045055059,30.73457385738802,24.68680942733986,0.5415308967851055,0.5029393862375845,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4594789319924964,27.2531967002846,19.68646313061604,0.6881716067126342,0.6473305711020191,4.0,0.1693090021671771,35.443367171291804,27.83882235106708,0.4462820026570689,0.4555527983330576,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5947020449095677,25.82521921738902,18.15576883276811,0.7731968799633286,0.7643207682739454,3.0,0.1607101442908033,29.236888607389343,21.575023938535207,0.5223772228548411,0.4899234496802517,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3889450691211861,33.39535679235428,25.012419595451515,0.6257447351341952,0.6245574159139158,2.0,-0.0111186923278714,29.96438073035245,23.35667627703557,0.2833608189381855,0.3236556592854832,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5268622860412862,27.34730643129706,19.74650276574193,0.7262431091247912,0.7071038046998871,1.0,-0.0201525971228031,34.62339767456083,26.62978947177101,0.4733517089392778,0.467314976507475,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3234039940775124,30.9561906009939,22.95652748416005,0.5731003371456365,0.5465301536685234,1.0,0.3266665897357067,32.30778739242313,24.44415432535757,0.5784326911680205,0.633031581780405,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.340007366327777,33.29698689064142,24.43710122545832,0.5928556683614032,0.594864403107961,0.0,0.1427535762658154,29.40774078290814,22.393724559817727,0.5780882552892755,0.4895183720660013,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3902457928653231,31.076626956840105,22.936359359059274,0.6306808354083665,0.6275924717467052,2.0,-0.0415358787948059,35.45689846644189,27.0413259247295,0.2020939623552608,0.2069026169940142,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2881059462271121,30.85230873031948,23.30973491970101,0.5437583872783881,0.5122406394785959,3.0,0.1239778312238434,39.98832098232373,30.87020760186513,0.3821960819731678,0.4543656324915862,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3248811153913701,27.802318003360227,20.56746383556809,0.5737452114592471,0.5362044137255289,4.0,0.1854247394564906,43.17214879900438,33.331269882146046,0.4692293183983793,0.507458246276927,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3545953653830533,28.51400584613787,21.410060999841253,0.596597960395243,0.6058791878887214,1.0,0.054707500368499,39.676441328837946,28.583573418078863,0.4381058983895465,0.4553436924718609,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4335433958428951,29.753729172860577,21.613407198469464,0.6641887416651383,0.6524775038275524,2.0,0.2259497517949716,32.28292376563443,23.89450853016836,0.4930288074006417,0.4948597671086008,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4816228198181995,30.790003450714487,22.732524842165063,0.6940066885627552,0.7033053048028162,3.0,-0.2892672702575349,29.15406840534394,22.391793928164528,0.1813465392609577,0.2537535948703645,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4233142785632379,31.28275262967973,23.47790121446824,0.6514242840046464,0.6516535411060004,4.0,-0.1672819172006767,32.35852954307555,23.8974796630038,0.1388467130235905,0.1754585684920105,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4037120897576416,30.985009627510845,23.08845817026674,0.64067263808392,0.6245014332010351,0.0,0.0461419630131827,33.4010154554505,25.84480706720907,0.3418882485864883,0.3358207866165935,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5519850042729482,26.07441212301128,18.55845300665576,0.7537880109047752,0.7356690209865168,0.0,-0.1844548751362853,40.5245882937316,30.944093037056867,0.2490729852758288,0.2748497910272895,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.595929823132885,26.66778734065645,19.01246333540545,0.7740361656036974,0.7833597040999036,3.0,-0.1307654405450262,31.9612127492635,23.434192748012407,0.3018172788467819,0.2895332231855035,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4772014807874905,27.304711485184075,20.024645063690546,0.6940344513058936,0.6655528299242607,2.0,0.1079122250047802,35.426104962044285,26.72172927778904,0.4589105919635607,0.5155410055884865,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.524403681340422,24.839255269276016,17.87217341688818,0.7321696858083147,0.7106179736394505,4.0,0.0953305183691848,41.06108846413383,32.116006053616694,0.3673584277957352,0.3938648105669926,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4643530949982231,28.997314023501044,21.698168951685453,0.7042210237925295,0.6751075729593199,1.0,0.0876414630608787,34.323825191711705,26.288745687054885,0.4075312196981413,0.4567800663267014,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6624046770394125,24.47100478000388,17.091762966447305,0.8162635271625802,0.82155332364337,4.0,-0.2218845999091319,31.62464332365348,24.0618474150177,0.3141225054777771,0.3264963456133029,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2714233091806075,29.4445457034412,21.79942209550433,0.5319450546172324,0.5297749244660472,1.0,-0.0655405818403191,48.062758128171794,37.14175943923578,0.3392164990145456,0.3405314372963017,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6409550758775119,23.96192982282525,16.631776785027046,0.8011652384796244,0.7925710551053062,3.0,-0.2615149668400884,37.55801966838692,28.124252422524066,0.1471539249864425,0.1542561433841414,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4868294587283317,25.240197890904152,18.038906983094524,0.7048807803459511,0.6955845039574564,2.0,0.2174021439294179,40.655421242848256,31.801980004010307,0.4794700654546461,0.4974470750530272,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.33216115471645,28.99929398960778,21.78972965292188,0.5863302884727413,0.5836517688021932,0.0,0.1650867756286176,39.510254127971805,30.029603127111653,0.4235187207062016,0.4846809504317044,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4724015257515203,29.375878186823343,21.60708173178938,0.6885202903335581,0.6710182194239585,2.0,-0.1342904478684066,34.23226861027079,25.086766879515213,0.1714968648327625,0.175706598729859,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4233674874505637,28.512535543463496,20.485794821493304,0.6534149866738793,0.6139471172730978,3.0,-0.2336695365795318,43.27173039632196,33.93281957043461,0.397179280895757,0.4370091394962982,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4335851700362548,28.20814420941816,20.32332112829649,0.662189689897196,0.622139047728381,4.0,-0.1245875388159265,40.516914174955055,30.99660721224118,0.2637636527642061,0.2939303386491519,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4637073758874522,27.694373396466727,19.925588558812937,0.6824839533949384,0.6429426923692046,0.0,-0.2127691503179121,42.84312303736554,34.57525705472821,0.042780114660869,0.0624969447885194,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4261419217393967,30.02695771847561,22.022754503226817,0.6560652920890186,0.6160653164961909,1.0,-0.0113235486100995,36.0703227652043,27.45031472859238,0.243768850895351,0.2828995990766387,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2098544585966267,33.754756511093696,25.67807249239134,0.4708408279564642,0.5048833527860472,2.0,-0.3337572558614388,40.455710991602935,28.686593374665254,0.1449709900903861,0.1981210134756978,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.528409608789123,26.137900661691727,18.228521689626973,0.7278163729231113,0.706968196023869,4.0,-0.0534735120000067,40.496414330072,31.790505300920906,0.3645418742512083,0.371410362857045,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4689967760265805,30.564433890638977,22.405428265640243,0.6868436343998077,0.6703245806708771,3.0,0.0954148112125371,28.477567242289823,22.769042871051365,0.3871015410852793,0.3653166618097668,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5116793864997908,27.00511267452952,19.525250791360563,0.7217358678026065,0.7028798735904055,1.0,0.1255299116199666,36.40341220452807,26.976196789421355,0.5540496306280585,0.5693743648734847,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5357165375113355,28.140127298284323,20.539426354682185,0.7321517144175813,0.7249828861501922,0.0,-0.5871348555697844,36.38614332697592,28.02325031345966,0.115632757336401,0.1270134106428971,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4577312787386033,29.686538780132768,21.821879472437203,0.6804764966019108,0.6688619162699302,3.0,-0.0712411368103653,35.93497150291311,26.179578894176053,0.2876876632120488,0.3170286704903509,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2843471754113245,31.603514929823564,23.19670010551386,0.5681672661938268,0.5971959901326881,0.0,-0.034617730498496,36.97626607351043,27.568664638566887,0.27411987172973,0.2577795161037469,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.410783717271389,30.58662266855672,22.72805245308109,0.6534595017525124,0.6236752207258046,1.0,-0.005421499896723,35.71675916097546,27.864996732365,0.3847072727379838,0.4204586508294812,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3887848488772023,30.940810972825,22.49289188954537,0.6380177265757013,0.6249319211753646,2.0,0.2122862769785052,30.858950562549204,23.00725792593099,0.5319172653231068,0.5139880067679915,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3624028271872558,28.892264825765764,20.967928384365973,0.6101634503552742,0.5833839651924412,4.0,0.0366602766083529,39.44771553145464,30.94113322574632,0.2648388706403389,0.2907614068595268,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5232276894274765,29.40645802726262,21.37624247123907,0.7321391218681977,0.7399090124007556,4.0,-0.6533478214291948,30.886924662497204,24.045788020507143,0.2204051717058502,0.238967986208582,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3886918245591687,30.471579545493665,22.668004245807182,0.6279254253053141,0.6068445248989404,0.0,-0.1140883977482936,40.66954805804243,31.133212685343427,0.1075775096531905,0.1358677471946868,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.488304291415422,27.263444202914304,19.06868494941133,0.7072245344988501,0.656890888229299,1.0,-0.1386773378082608,40.12819118328447,31.930750006077485,0.1552878785491048,0.1660067494474498,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5938810910763432,27.32267501838799,19.388512202556427,0.7731296894162988,0.7758143851374008,3.0,-0.5112717332323633,31.007566697589738,24.08187529829651,0.1385222354686414,0.0799133334847135,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5525035250225614,25.24501931889668,17.739591633025007,0.7435858844214247,0.7270324041996478,2.0,0.1169255654125748,37.1113987218392,26.706410997755683,0.4817019607814019,0.5124396147426178,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4124028790112235,31.98820967031516,24.265884856462304,0.6458771473842723,0.6355438992781516,1.0,-0.3598139172142343,32.00456937795256,23.3656375382989,0.0869546620825822,0.143550656688095,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3036914966399285,32.4656491640402,24.23700319479533,0.563013563529644,0.538195701007273,3.0,0.1277081719312314,35.44739254491405,26.48511927016764,0.422568974874545,0.4190376752807799,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3097882997043524,29.88799431485145,22.10792798376776,0.5664014953060637,0.5310803532962756,4.0,-0.1803682153002626,42.03727619936232,31.750663807307795,0.2734578410356774,0.3303970067863306,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.351702609946836,33.741998735906634,25.021061024463148,0.5992830562685583,0.5950186450223371,2.0,0.0426753904626782,28.26272706861284,21.85959679087331,0.3377872147190588,0.2984071800769873,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.332404853552369,29.837822248358503,21.80028362653828,0.5834409455713369,0.5411769455741016,0.0,0.0120448311330623,40.31386227567684,31.440291904605747,0.2780578767120634,0.317749802615314,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.482858559452647,30.378536152952776,22.536458089945768,0.6955597205567272,0.6931043634598302,0.0,-0.1028486230016256,32.23624129757662,24.501825960356168,0.2364108852720716,0.2427349466086907,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4029079695483508,29.653684068800526,21.574607367615915,0.636350864405302,0.6175011674281221,3.0,0.1379510145066426,34.30056035924717,26.388891050058188,0.5232187949617115,0.5301910329549023,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4014322170522546,29.22820841943773,21.276907177877792,0.6361677881658442,0.5750781061886168,4.0,-0.0759496264041141,39.61102720196064,32.670783131981864,0.1727027025311221,0.1820157220614834,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4781911074654847,28.869597072019967,20.80462019937072,0.693126794697632,0.675943357999426,1.0,-0.0089008141309605,34.66802372655697,26.516391658188468,0.3174449954320548,0.2954640078525312,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4911806132301399,30.351524166035624,22.52437113446128,0.7014192165343496,0.6973770528924138,2.0,-0.318341993481213,31.81243114375986,24.259757925843065,0.1347467171137206,0.1812102927345178,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2604858021165248,34.20104535632785,25.93363959636164,0.5303012808887771,0.5369713750047597,2.0,0.2764557331317837,29.12752903614973,23.64567670449528,0.5993203586769571,0.564426771282954,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3655004581478793,32.23290616804557,24.78674045383068,0.6218383374765717,0.624461303590062,4.0,-0.2411243741287441,35.567963967444314,27.69337420846052,0.3144547174368713,0.2734531015051789,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2742917937475297,34.5929674269372,25.28201874188792,0.5552370251158582,0.5521110682937745,0.0,0.154744944050726,29.69721931544676,22.36151030637412,0.4175059007083713,0.4293774074447882,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3247083710514139,28.98398212106752,21.2522375785518,0.5731425800238921,0.5780819825739786,1.0,0.1569729359432146,40.79085923740523,30.97849943672909,0.4601863984789406,0.4401090278054509,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4206732408039034,30.878613851950536,22.644658827604523,0.6512530246375325,0.6299793217092012,3.0,0.1025337317255955,32.069637355451846,24.43765901612073,0.398740807745971,0.417944068492871,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4361676529061732,28.3839262383161,21.033539772734343,0.6624009765512883,0.6326953721982433,4.0,0.28412795958876,36.54357059399246,25.30848607488852,0.5662341077786177,0.6090208094513035,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4305142750216442,26.236625610446104,19.51039900716356,0.6573133517848251,0.6390284462200719,3.0,0.0117312310020857,42.66211584312156,31.039680620969,0.2383588912062642,0.2863209501233609,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3778832705197364,28.53850611980129,21.013904615025968,0.616614821024096,0.571371267563638,2.0,0.1274487570791674,35.6333823717282,28.05313345093216,0.357738735781632,0.3757154341166636,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.40702686362868,30.763667173044634,22.426196481289864,0.6511179254255974,0.6387445461544954,1.0,0.1199232298777334,33.207168214227714,24.11176693559486,0.4458388018645366,0.4360020644852977,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3269076413358546,28.90690683160756,20.96673449667093,0.5738847999093971,0.5468708684867372,0.0,0.2871775317249214,38.586810946550976,28.78560831686279,0.5830982009992862,0.6234531886593404,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3676605547916574,31.20381964706076,23.60217912863841,0.6147125638850222,0.6040147431185359,0.0,0.0789853822869134,35.711890158247435,27.57674798993922,0.3281465925973308,0.3527261853070505,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.370911506838888,33.332148366671944,24.329912886437985,0.618247664694164,0.6405325840304836,3.0,-0.1383944133551433,29.78868199674359,22.27808194696903,0.220527159907909,0.2021530924832203,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2617938377914519,31.077863329270468,22.9711165786772,0.5137655381158523,0.4908252995664083,2.0,0.1044090948380065,35.63839806137705,26.63858936829296,0.3946042989577165,0.4267101966020076,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3882006790093451,33.82167535451305,25.280433459409025,0.6234781855373118,0.6422080774019497,1.0,-0.249793259201343,29.14820447518296,22.55276477131364,0.2146668642763013,0.2409566840804827,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3240666380628326,32.96288956265276,25.12031916967565,0.5741107744865614,0.5776229700264285,4.0,0.2948013151154239,29.24580903729733,21.574157043531205,0.5861798196864079,0.5547537624152465,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.296593734964985,33.33702532432237,24.59093713030339,0.550929883427151,0.5400357729938927,4.0,0.0482202690062468,34.580497973446256,25.67544914764456,0.3499933764777508,0.3623264328447518,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.306294157041667,28.049040336163767,20.218696645564204,0.5670919929034631,0.5489285823444392,3.0,0.2633931437143535,43.0077577199608,31.473881381561625,0.6161050789135027,0.6638719097165361,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3816058769974675,31.406257842354897,23.189076331146943,0.6178808990502239,0.5797760304334955,2.0,0.1549768031102223,28.986702179837376,23.626240103226674,0.4815233178776029,0.5111569855451179,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2984219664277908,33.85729663539881,25.83583052250942,0.5476287347279645,0.5408024672497127,1.0,0.0827042640978641,31.55659707524194,24.74232684697627,0.4322985615558073,0.4423524958437191,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4203525373022246,29.554590750083275,21.226562254381708,0.6518135347028472,0.6222029915198511,0.0,0.1358552783480777,35.63862656634355,28.372428548137343,0.3756997146565048,0.4099736959658835,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2144521763365225,30.70721162568572,22.598964399164505,0.4973929121493214,0.4910162094500335,2.0,0.1397335903908301,42.70903909942637,31.74874379796221,0.4726762565424617,0.4943854747029201,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2966037723991713,30.545870285027213,22.22048528468289,0.5559326324756333,0.5427185642229628,3.0,0.0330498202296545,41.670459724442345,30.06293417727388,0.4161717771524165,0.442991118061235,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2855235274950105,33.39022693020562,25.1168146139198,0.5497156325883157,0.5481315117494011,1.0,-0.1201892099102308,37.71595706092323,29.31897323559804,0.2327130902712411,0.2459099512909409,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2906664557849925,29.97047994268184,22.32643346597005,0.5511176842548209,0.5565104410729341,0.0,-0.0674206344539116,40.32749906718749,29.36495773153728,0.1666845035233508,0.2148815984858638,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2792694085248268,36.14708686148507,27.26674438461408,0.540920500872833,0.5733389371788135,4.0,-0.1352707908998469,29.52880072412776,22.627809480185817,0.1639032160635448,0.1647851233225861,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3761778692700415,27.666274535973123,20.70798965018801,0.6246284325974549,0.6054929656395086,3.0,0.235845360485206,41.007905420555446,30.782681581144058,0.536881566414899,0.5553253196490302,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3267522053317639,30.00355884755222,22.592866116785867,0.5981004049168694,0.5410743650790087,2.0,0.1089302726148619,35.8212124085364,28.50297424060836,0.3643256188666702,0.3941780047843542,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.304198023177011,30.51442160061843,22.141016618460103,0.5566294182942788,0.5085494162296876,4.0,0.0276270413658025,36.03708757348967,28.98341541954116,0.2590361661343489,0.2960983638443148,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3898891352296494,27.717940202518783,21.120017682625893,0.6276233111204066,0.6242113111749907,0.0,0.06302268976166,39.15160206828324,28.68442057700906,0.2718525405142226,0.3442163425220749,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4690927801761742,29.63978751970697,21.75501441133334,0.6901330152619258,0.6824795349184355,1.0,-0.0274607106442812,30.95915368128305,23.278192305577665,0.3137285520969208,0.3137347454436042,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2356168492809911,30.64344244935856,22.68449033790125,0.4982589519037074,0.4917884718815576,4.0,0.1527071622108087,42.52242312050958,30.94588306664415,0.5118016579712666,0.5145582298040112,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3746239389268895,34.79708942831995,26.28197908093418,0.6141384787511124,0.636358152289518,2.0,-0.2518406339136976,27.422814387316965,20.7893136745978,0.1244991939687469,0.1140053680297387,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2894220307265951,34.657284970382655,25.77465250566712,0.5435026376099084,0.537085873695476,0.0,0.1223546631746016,29.102219588600367,23.217238545223783,0.4668303244890616,0.4932534353474808,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2681190894903428,29.08645356531133,21.715473334475234,0.5261777796970231,0.5062646047306291,1.0,0.2031245547719701,43.01038008595199,31.10810555767919,0.5254531586792133,0.5539782759136369,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.332933986146675,33.73853940340212,25.561510938355354,0.5819530661101138,0.5911409281187601,3.0,-0.3208481567688181,32.26188545580503,24.49317528925904,0.1981876323948679,0.2524000905100195,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2673357034100097,30.32209005550147,22.62632984097453,0.5176718494651633,0.4957121031200959,3.0,0.1843935546082281,40.82876266033485,30.77240524054501,0.4818606510057901,0.5502717568613514,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3364533774556891,30.76297522350447,22.70988599928608,0.5805759014029911,0.5545709099694798,4.0,0.0980786729314311,41.7560354102227,33.7641450756036,0.3334899634774547,0.2961749132722991,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3549535732091496,32.23106808625119,23.645878541529303,0.5985690258135904,0.5950069612722246,2.0,0.157640136060182,30.72020721693747,23.10630099612733,0.4420141988114904,0.408954192343711,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2441720943673461,33.050863504079935,24.7810213472989,0.4955728948459347,0.503001706667135,1.0,0.2285329466213009,33.251550213799455,23.85131954973708,0.518934063410102,0.5293698021145257,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3415576735519381,33.38745144446922,24.901640170379604,0.5847064925842091,0.5878102861812743,0.0,0.315762714483047,25.88276071971566,19.4320958286585,0.6037450392358488,0.5113922350753544,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4088746220998507,33.663218862967355,25.699835915012294,0.6418958902384877,0.6516284914036747,1.0,-0.1929119650492836,26.67007922415535,19.568957899096805,0.2057813386074435,0.2198806054245864,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2925267734295584,31.90201935418253,23.53321870468244,0.5461693369134233,0.5240517699321998,2.0,0.0959018956010449,35.47763956052799,28.182909451823686,0.3642584780015378,0.4278725431350276,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4134559145553182,30.4053695974432,22.070824301205104,0.6577165025698779,0.6542723969042716,0.0,-0.1006920686714827,36.368457653552966,25.729974834274124,0.425302789680305,0.4377048609152901,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4339878283661401,29.18794515923173,21.32051216782313,0.6729793426183341,0.6407733033493129,3.0,-0.0927224034852567,40.638326924614894,29.79266396136793,0.2080801511073542,0.2350698626996622,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3226711670875414,29.57196230912487,21.526713523135577,0.5762639853350298,0.5315134653843848,4.0,-0.4308006782978422,42.63244678650301,33.679030838712244,0.0667057714871238,0.0549824614968446,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5778526601481827,24.45988992739472,17.792873805736974,0.7674298916890845,0.7375365980000607,0.0,-0.5978487368370617,49.89257669791863,36.03654965183178,0.1893066280669836,0.3259163771045906,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3743029885625825,27.770174167628845,20.353910631490013,0.6134671288165188,0.5974637427148879,1.0,0.1071374405244736,42.46623861670698,32.14186122960587,0.4565104336116441,0.4678888188672001,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1822024340047797,34.569930980469096,26.259579112757923,0.4376678140097603,0.4425292280004521,3.0,0.1326130206990393,34.69917676109866,28.14333030959645,0.481248589623448,0.4784266577831326,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2631145773563322,32.21409848349384,24.685077216948496,0.5219328592584846,0.5546902494105248,4.0,-0.1025386784913242,36.54717200968598,26.92297118951369,0.1117544910474205,0.185866451928208,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4172431999591488,26.315259238967307,18.89769228694566,0.6525947940869076,0.6390927333569477,2.0,0.1356063678744871,45.126317804472784,34.51433842709635,0.4941296988826344,0.5218904146858866,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.384755096873102,32.401832329671265,24.603285017264334,0.6217198665757652,0.6117842742154836,3.0,-0.2357811393536342,32.56652843963355,23.044004866108143,0.0973877303739042,0.1291655681889802,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3321799525507113,32.91272515408987,24.99051746125001,0.5769996832992665,0.5653356910740688,2.0,0.1801459351757435,30.8834625431106,22.26925986345917,0.5261460315802593,0.4676712115278303,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3655928383236737,32.95068874317188,24.83203581834168,0.6087777987934222,0.600504092655809,1.0,-0.2026083118313908,31.090953738354795,22.454177932567426,0.0635485428596439,0.1268320270038722,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2822893500782462,33.719933215015985,25.21786462736972,0.5351226550253613,0.5290167344111285,0.0,0.1785195511693031,30.77247933568293,23.511060778866327,0.5776843491185941,0.5523703410020545,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3077823922547146,32.613551598310686,24.40288867114503,0.5572232208876622,0.5501296951220037,4.0,0.1972942199777059,31.631649910667026,24.011910235996734,0.4978468433924208,0.5111726781828511,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3228457387143727,29.85817756088069,21.881510807249555,0.5683587441952852,0.5288903014366318,0.0,-0.0475493081529929,36.13133412911226,26.33838861667127,0.2263933660714645,0.2076671094853442,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3185394513317157,30.241010024273784,22.651383523268787,0.5662954889613179,0.5885677163708625,1.0,-0.1005227345231341,38.94175366662068,27.860381240607783,0.1693615814901759,0.2185505394085931,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3560260482922009,31.34418869747113,23.67192934030706,0.5987953453754166,0.5657092851107308,2.0,-0.1056651074927619,39.77427241223777,31.0639278825548,0.2304545017730789,0.272022820850158,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2453569331109387,30.97107036842912,23.311319550729618,0.4997193406588968,0.5006838398451408,3.0,0.0519688340652585,41.01221366415677,30.818129857870247,0.3949033030177009,0.4365511282449152,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4182076756828989,30.107655066416115,22.45694023455209,0.6472298724992565,0.6140425002557631,4.0,0.0082709776055559,36.10362558845434,27.186158015518856,0.2506310331155121,0.3030845603819554,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1724747667900429,32.81024537217983,24.13250497695157,0.4430955651592838,0.4202299760755641,4.0,0.0581451981448946,35.29737348137038,27.689894323528392,0.2996877846629063,0.3156997840986624,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3020247073359804,34.78358458137287,26.40181824813605,0.5624026770977022,0.5714042446400688,3.0,-0.3221761269330372,31.37182560155523,23.36430651599472,0.1049853898788918,0.1324638509033316,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2816650947109508,31.41956798336064,23.63052635808992,0.5386962113297705,0.5595811761885551,2.0,-0.0988989509588318,38.76280838253284,27.92101684156832,0.1840319235039663,0.1863113013708379,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2843743098164821,33.41182521529457,25.56861384970991,0.5423449028817655,0.5202111285973909,1.0,0.1351826954130569,32.90749790144785,24.88911523534465,0.4788813779010501,0.46289514290597,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2581396967646473,35.894919827827096,27.30826882145251,0.5226049194761402,0.5210063094938197,0.0,-0.0127300453721086,31.35265056973905,24.45175210789677,0.2361560399235966,0.2722676690826395,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3460041593127612,30.09193539651117,21.93006087918021,0.593116770778174,0.6131800314870371,4.0,0.1354593219283512,34.47381743315353,25.02358013051544,0.4262519075661731,0.4312681557254734,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2289936062687039,32.034434461765926,25.18262596388658,0.5106942370503071,0.5276636066162596,3.0,0.0379517482133936,37.18212344690332,27.529272849415165,0.2115044312468871,0.2816633133647251,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.496558824989184,31.284409181328027,22.92468218633136,0.708377585040511,0.712046385232495,2.0,-0.4991906422367158,30.69597825486512,23.612585739425462,0.1688577647291236,0.1726423553159292,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4798264654543361,30.41054937685777,22.22547749077651,0.7148800875531001,0.7118874188763089,1.0,-0.3068978375331701,32.790548998396105,24.26625773211472,0.1084333215652518,0.1506650280409084,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3542225332528378,29.66050281793604,21.754564107911857,0.6000774603583996,0.6239239881772523,0.0,-0.0774528238105982,37.97488496319316,27.26113420734158,0.1590135162408953,0.2173216968140227,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.291884972057903,33.592951184581935,25.39605314782288,0.5480251226086652,0.5484119941486068,4.0,-0.1598683700881635,35.222278127905575,25.74186250720909,0.0924804714882174,0.1164108540163021,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2401235515321684,35.43368619387214,26.63405879055757,0.4996319728000884,0.4818767148617901,3.0,-0.042259218263108,34.25021846496684,27.564723903298606,0.1437830772763432,0.1568030312580943,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3009934233067575,33.822725700770704,25.7411137948076,0.5531314503524409,0.5445324772854022,1.0,0.0292931748651827,31.79637551613668,25.03262708192045,0.4170666030528429,0.3901258478242886,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.180203150135597,32.43458130737607,24.007543860673906,0.4430672885653638,0.4097834178264489,0.0,-0.1209265093450902,40.1893283852644,29.641423028651023,0.2680597952580481,0.3228907448683494,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1542377487155128,31.605536538872865,23.841752599139003,0.4096555795844643,0.4213694394005884,2.0,0.1578501970538447,43.51748016259051,32.42209949225358,0.5617558592223437,0.5408222269000751,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3607243362947596,32.98072151319686,24.9594549857152,0.6038083767056286,0.5829722847803992,1.0,-0.0790088790675622,29.6205984912453,20.91863445072958,0.1638855092151201,0.199992559503089,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1630625447767281,32.42657396520517,24.238411034269003,0.4198537166868297,0.3983433896730121,2.0,0.1138303451693188,42.629814507758034,33.18418851879833,0.4317601756459556,0.4899212965515993,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.189941665173926,33.92569500714338,25.05944761094022,0.4479706008999077,0.4203915213231183,0.0,-0.0367832521599051,37.93652089490332,30.526393383177343,0.194625675322587,0.2145655020904029,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2531656694479172,31.26609210260204,23.911783355444246,0.5053882148058596,0.5230425701415315,3.0,-0.0061597306866085,38.0065224183735,28.007292589014845,0.2058652041427598,0.2256590402457313,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1507807075109931,32.02285925203736,23.69405468461201,0.4165909110776071,0.4057500594935427,4.0,0.1887266105384317,43.67499929234921,33.34702457163456,0.5508301760350323,0.5817536733930847,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2689226261530684,33.21812496408029,25.906243470589374,0.551390448158697,0.5465013801879386,1.0,0.0575929663857753,37.9045067044922,29.792042535520064,0.4026329740216601,0.4147707898345699,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3008391217615103,29.430870827932587,22.060287298190023,0.5537204243974452,0.5544748289539837,0.0,0.0150938293983553,43.51277264382898,30.80141854919564,0.3866229057533251,0.3987113818137414,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2936424604786183,29.480441801492564,21.49165253703764,0.5569716338727448,0.5365454129036268,2.0,0.1153746027388924,40.998201161824966,30.41239552067953,0.527235827791993,0.5405327367965127,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2886065233704205,33.2300936431328,25.05901737158833,0.539848537470011,0.5387543154982162,3.0,0.345668527740555,29.176128489149946,21.50826999314768,0.5931914386856483,0.5756541573917332,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3298647291887698,33.57548035635041,25.92137353997076,0.5849794077157892,0.559673209199957,4.0,0.0770907422165917,30.675208445271945,25.311781908050783,0.4273502418780725,0.4526992859773988,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.286375473431892,34.885686974269724,26.88501745392048,0.5453104549110008,0.5528225594449507,1.0,0.1658964071318155,27.81280838679953,22.69997492054884,0.4885577391691379,0.4470289370473874,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3770447334725281,33.879679849660334,24.981670403801274,0.6211021224713851,0.638704240647406,2.0,-0.0866412613444695,24.65853283556409,19.16530791954338,0.2086972518877878,0.1942301611302575,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.313720636571095,29.48056982424916,23.186168708061988,0.5686053579218507,0.5716234051236115,3.0,0.0222047886066489,39.0679400682393,27.93989201112551,0.2261569504741129,0.3068653830860943,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2825029920286893,31.986310218032884,24.969645487441227,0.5491586352641468,0.5357827397312657,4.0,0.4042062741769804,31.699748449010475,24.765643291473385,0.6520580383709882,0.6912900339794703,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3124581043845312,32.931811048855245,25.3471988426329,0.56349351856827,0.5598011221767563,0.0,0.338061773908923,28.266940047125743,20.64141278579629,0.588723982798823,0.568720527915024,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2713154604275642,30.72554538146724,23.230629639971085,0.5249415216680042,0.5172643939549365,1.0,0.1189378224033708,39.721713190674265,28.874169825231643,0.4155427072824276,0.4549510035531932,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2807447692358193,32.206947524265715,23.98858591873897,0.5333458408201701,0.4951288359405168,0.0,0.0410195717918054,39.02723351798583,32.735920367070136,0.221626716770406,0.265014421215227,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1480094931890504,35.97386792721465,27.36164478911193,0.3997693189392364,0.4085513403714799,2.0,0.1857654400192222,32.71117268967809,26.036059013965083,0.4443670034094916,0.4541337630185844,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2448208093083966,33.73387105262645,25.559773790227062,0.4985870682405338,0.5026507207640476,3.0,0.2150639967939784,33.90805237729258,25.09844784103821,0.4645450471889057,0.4744357935271949,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2583342319775118,34.9790544782376,26.350352293836263,0.5114179615806645,0.5315796446824868,4.0,0.2643521798741164,28.970692756448724,23.306696697354315,0.5577030615005056,0.4914879587853184,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2712272083692395,31.71059654080205,23.13130345678724,0.5242999702951516,0.5012698180570415,0.0,0.0935292215099877,38.59744308259891,27.99863308553621,0.4511013826371162,0.4570113595440296,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3125868762495195,31.126723173788832,23.5197605125653,0.5621400958664229,0.5925673980058503,1.0,-0.0324825947642872,35.77114764124511,25.972971583133987,0.2464680843672991,0.2943387748387193,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2630148456671553,32.3705141131841,23.35898835964619,0.5180943698929112,0.4854267714070036,2.0,-0.1488672723043909,40.81443634559891,31.410584551514905,0.1768139113246592,0.1964872716174442,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3019841920731115,34.31925857100753,25.20559450934533,0.5578916541124253,0.5460853664886887,3.0,0.1427033647098827,29.45436883511276,22.7560555229339,0.4052929007435062,0.4664130948210265,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1605458145803591,33.687829049305584,25.337619663552555,0.4078812684713188,0.407062078048687,4.0,0.1444929432442927,32.99268618082406,27.04121393898833,0.3811265751279942,0.3826935223184717,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1858418649167844,33.392070290061234,24.629124201840835,0.4488193312712617,0.4220446781603237,3.0,0.0815024076714308,37.85745323347066,30.05830332806236,0.2886641565986992,0.3321894860658207,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2082714673318749,34.54623523765296,25.53313123333054,0.4792958203071218,0.4922705835810639,0.0,0.3359099774675503,30.935727597997985,23.413891641275207,0.6080482975734189,0.6064774539397901,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2264536734998611,36.790438712829285,27.10551422685124,0.513281905305318,0.5327881396566191,1.0,0.053702654335803,30.45020808916172,22.943762254446327,0.3504254868356209,0.3627060964097746,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2862898523070228,35.56971044024356,26.793056923555724,0.5465194605767492,0.569487001761137,2.0,-0.0949924689106747,30.508918908056607,22.68609842525236,0.1550377517944549,0.1652262025451805,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2533488061647747,31.21750521551119,23.16813312682866,0.520819625203371,0.545073027819661,4.0,-0.0557323870469426,39.94639894541492,28.884969514810813,0.2667335950895588,0.2846409708956531,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1201259229399509,30.843532090694044,22.766560510323828,0.3694237473929587,0.3952158462649257,2.0,0.3572472345878943,41.9858175835007,32.37811535754446,0.6483108067582539,0.6582013284571417,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3716829018419624,33.745651928809075,25.889241398864744,0.6102483727181562,0.6313553879268018,3.0,-0.3693024040020134,30.13234261833896,23.826296981464733,0.2494343074913287,0.2903601603521116,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.293913819449944,30.91224819251096,22.76232601871999,0.547549341788209,0.5276160710884348,1.0,0.2101907308626316,37.10696129012782,26.23297937418285,0.5030420219856889,0.5746661843023315,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.339259729774177,29.01195875854776,21.63205632439556,0.5843790715144747,0.5725487262046994,0.0,0.0731015744530693,39.854318857070105,28.36967058580975,0.4027912791398508,0.4379808585162497,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2483555797499153,31.33629812077764,23.49897610684276,0.4987385857399584,0.4727571841416105,4.0,0.2402041205765879,31.58176095179005,24.59427067382196,0.5211971374713663,0.5000242936316918,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1494164748044589,33.42461982717739,24.83909951637443,0.3944725299365975,0.3940092014617788,4.0,0.0089454425916845,34.619596012697734,28.077212296826296,0.1824158897280081,0.2056221028967616,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2714204361708219,29.876904481276924,22.8140674658848,0.525030709709342,0.5194532706791823,0.0,-0.0380581346956059,42.680241669215086,30.449958754271208,0.2114798889594493,0.2817277212616821,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2090293242831253,36.20158954874402,27.25345931569765,0.4700917975370534,0.4791337676345197,1.0,0.1657004426473102,30.239249403661045,23.24609088336497,0.435561356462077,0.389568471347997,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2568612856361352,35.45659643655079,26.92495363090349,0.5111584061317477,0.5191745617761602,2.0,0.1508456670683473,28.30582859127129,20.88632007800328,0.4997797349503221,0.4067786082344434,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2715130315011939,35.24849735688321,26.717980473698088,0.5260039918712034,0.5433873146469482,3.0,-0.0780988314744819,29.077032744609216,20.684733918566224,0.2029468353856496,0.2483356751922884,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.348835508107472,34.76732636698597,26.365952203450167,0.5911222458353098,0.614095511605575,4.0,-0.2123569644129384,28.933259517407944,22.41156722646364,0.1757666381165273,0.2254092328354706,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2639761461075607,30.12747792803611,22.13478241491628,0.5171126534424172,0.4928891782865017,3.0,0.1518199424321964,40.81859246201026,30.904996808777373,0.474667298036827,0.5060312119522191,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2976992457213623,34.29493734678448,26.10943277633942,0.5458912581770667,0.5423350945845935,2.0,0.2054115910625341,29.17863326567853,22.353911388776364,0.5104742050856516,0.5383119410014903,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2804193231312083,30.9384387856155,23.20133074071184,0.5350443057366786,0.5506675602339378,0.0,-0.0047530331487424,40.24597918857516,27.84832863147442,0.3221187091507355,0.4086174201447168,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2752526814124786,29.44066218046349,21.68128332564002,0.5285158722160983,0.5111337534098942,1.0,0.2163869252073691,43.53245285194303,31.039822822134177,0.5796121631477406,0.6291389650481697,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1999521016944991,35.68175957409314,27.69608799217117,0.4652903903687919,0.455615766611434,4.0,0.2329343582471518,30.22859668346804,23.74045634055432,0.5531770995549299,0.5135125672653641,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2121525712692488,33.1827391552523,25.880839255903204,0.5002486987251253,0.5390570142306869,3.0,-0.1532580630087128,38.70913834492062,29.41019265261564,0.0091341033574786,0.0252277889756675,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.0328644596684598,33.21318497413504,24.97472925501497,0.2711564873301689,0.290287658585691,1.0,0.1585769889283336,44.00972285215799,34.52523602658603,0.4903498228380658,0.5103417469429671,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1554435765793502,32.06569143383254,24.25224475981157,0.4304325947551077,0.4079738102229276,2.0,0.0993758520238085,42.584461873203146,33.267993756082866,0.3768380884833505,0.4030209509687671,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3077244892276017,33.89652582022549,25.057176823374046,0.5587568512535968,0.5427422496844644,0.0,0.0369656717262818,33.18496754265009,25.697427631199147,0.2577166850711967,0.3126071059514015,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2709960751353765,30.18743017495776,21.860425505464665,0.5211850423558405,0.4621837092956812,1.0,0.0571861572085431,35.38700913266552,28.375026790507167,0.3161685481337256,0.4044008651154557,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2260767660097348,35.44026385119206,27.325289361837125,0.4831292815016055,0.4891770690644927,4.0,0.0304788373753199,32.9365530581565,24.957378735566024,0.3801223625516025,0.3103036101518758,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3141882252729956,27.940916796318355,20.522230983037435,0.5627715906331378,0.5279281263762767,3.0,0.2183979938625769,44.217244241247904,34.25196714258877,0.5580031716670054,0.5566412478227551,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4624279695465126,30.61696278368943,22.57683443775621,0.6811042676620448,0.6757721062828993,2.0,-0.0664635415598973,31.1330237079284,23.20381145247225,0.2186060444916662,0.2055439351740576,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.1498542782337332,34.64380726990306,26.1901890634478,0.4101052220336426,0.4404503246272346,0.0,-0.1319019751223635,37.7534434599342,26.888574850131302,0.1811305948791718,0.2053643538189068,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.17596239628902,32.67729798282131,25.082840291778563,0.4294207259841671,0.4481678160501146,0.0,-0.0424038152933723,39.6440764071423,28.44112223271909,0.2161267592051941,0.2816957561163791,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1399310758048112,31.80724718566015,23.90962222322505,0.3981283998405022,0.378240300117916,4.0,0.1987618819851476,43.63904597030428,33.48791257156438,0.5059397255960958,0.5356369609204861,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2493691717064963,36.17548291015173,27.43424013027499,0.5085686611097444,0.5222381672956848,1.0,-0.1247443504137375,31.9588077316506,24.0713384284152,0.1487596936494183,0.1620964413860698,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.0991483376955778,34.691977815303055,25.798042462666825,0.3462745790738902,0.3463118734233382,3.0,-0.0976970519133855,36.29488140194493,30.44386245036575,-0.082831937890982,-0.1222196415203972,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2251845685803831,36.13677025457583,28.35709902641532,0.4853842684678594,0.4915104390301734,2.0,-0.049618478461491,31.27189475146094,22.53890480914847,0.1653812824533734,0.1959125064389978,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2535779370733656,30.230570169379888,22.31020625045016,0.5055295765644217,0.4969227875123315,1.0,-0.0078008012065597,44.18080666078225,33.684130695929895,0.4438152002851428,0.4616134104309247,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1247637081301716,32.53337189391678,24.57307184649449,0.3766403828545654,0.3720161738360909,4.0,0.1783842488032831,40.596092681765406,30.50977364373485,0.4930207391757926,0.5259903813893558,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1695831835699233,33.44805082338466,24.80114605048428,0.4221993592671579,0.3955511608764762,3.0,0.0102066589120926,40.32652168348514,33.98793810976801,0.158643974514781,0.1971523745287214,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2763533398120459,31.555282995625515,23.384074152826305,0.5284813540348963,0.4802299908202509,2.0,-0.0370643868351647,42.913156271453005,33.21348616327968,0.1756784784891198,0.2310221436974465,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1697931063288313,31.75073435684147,24.07728766492525,0.4275976473865853,0.4346892872897147,0.0,0.0117935182123983,42.6867261440318,31.84717520026097,0.3142283615245095,0.3798493687996351,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2012780899449318,35.25307271050604,26.585517368944256,0.4764840201038215,0.4516556995760344,0.0,-0.0240927129694057,36.673907585397735,29.646212692412423,0.1961700236379261,0.2186086257731687,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.0760454345005148,36.69739292614003,28.106153455722424,0.3424446831503586,0.3840232086044048,4.0,-0.1772085863942123,37.94673177026304,27.602219426604524,0.2657092641370005,0.2467858638662244,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2684802845523689,33.95504859227635,25.98731573357439,0.534574586000038,0.5316593050107473,3.0,-0.1979427475968707,38.60326646926527,25.99411644236085,0.1797164171959834,0.2167409817905696,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1790242654557751,32.08316772466932,24.5215760378853,0.4397064249632045,0.4216544680702036,2.0,-0.2198524043829606,47.95398642905285,36.74335913145684,0.2659230880939895,0.2732868204937106,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.193660369887903,37.79692263028735,28.67506199355144,0.4612471070220074,0.4646658613499544,1.0,0.0184553523803068,28.907548494235765,22.840198112047634,0.327483015425391,0.3023305695054079,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.320753056613778,28.81247105135908,20.92858586460176,0.5897210189497929,0.5783987665250936,2.0,-0.1698656852602489,46.39587493487432,34.442822900171265,0.0108070712427925,0.0630508300645873,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2589962253541233,33.80296215967239,25.683639103922005,0.5146133890668756,0.4929658637703314,1.0,0.0926106708282723,34.74788843314805,27.452975116995884,0.3972765622792992,0.4254024447000595,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3447500193768644,33.30377865698798,25.177404620685035,0.5892392189976665,0.5621388670066815,4.0,0.0614746454329432,31.811440940208094,25.00060447364136,0.3203986715160116,0.3736357878052012,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3441350983909346,32.73928696764369,24.332596686728102,0.5898283808361862,0.5692383564280361,3.0,0.1302893199810749,29.744490018911424,21.1881061181212,0.5173448176760048,0.4472307613527438,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.1149456730234569,31.0479756466598,23.393986629049945,0.3471160031654454,0.3418540274042244,0.0,0.2231340284731177,43.29095170993617,34.945389597452724,0.5461781878071006,0.5685233379866934,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2535641534253272,36.35282378479392,27.91592652152739,0.5123356418783676,0.5294891776259527,1.0,-0.2991525129937644,32.6650325332952,24.44592538927898,0.0243120437952867,0.0457883178773796,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.233893828305594,35.3548603337925,26.694940764053023,0.4966241744353045,0.4983312193849168,0.0,-0.0262696601928338,34.519641929193746,25.524859748628856,0.2521739774625433,0.2800689265034198,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1895824178312914,37.13302031040904,28.14129149722682,0.4520530811611322,0.4467637058952436,4.0,-0.0211360802214803,32.471591923494856,26.069170972047026,0.2867520809812287,0.3173283638200603,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1965588555548252,36.98855747280419,28.205259139507245,0.4555971924298782,0.4368982765297295,2.0,0.0616007931839732,29.6248552553328,23.593804244689327,0.3915264524431361,0.4079076587384986,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1325224306080379,34.53483154659358,25.62328911813165,0.3862016000084183,0.3408036130637369,3.0,-0.1631776592334299,38.7433850603266,33.66935239312369,0.0185634218097262,0.0954636799586807,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1602240763260357,32.09184705974019,23.960493920484947,0.4111326202551714,0.3975683654769449,2.0,0.1693386558034837,42.48041257687545,31.302776495751782,0.559689515504973,0.5947198613417924,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2650331793587035,35.66109259235066,27.53483544889314,0.5207829208275104,0.5280670905774151,3.0,-0.2351141599704185,31.461989251467543,23.856673480185314,0.1534274778437267,0.1919753901345569,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2200435731963927,33.790190492317066,25.094503199804777,0.4754332577530176,0.4319948546234377,4.0,-0.0888318335947575,39.33497428335216,32.8754846309457,0.0154907626558195,0.0228395342409062,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2149038915538119,35.779679500668465,27.09972737378303,0.4705976024911614,0.4648871075260165,0.0,0.1083781649908391,31.38335663034452,24.51015315714136,0.4387146196171679,0.4146188249407912,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2866877997357607,34.90280151081966,26.35263573901632,0.5383376087181575,0.5448084714599237,1.0,-0.0715948998495807,32.82299166886375,24.46458870496169,0.2351170402155475,0.2339307766595063,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3285951278545497,31.560702166140608,23.99482104894396,0.5891351189105856,0.5747871819314013,0.0,0.3493059276091683,32.5039456667967,24.409225784066606,0.6025833051203248,0.5927940750511302,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4988884032009721,27.18289514055185,19.840440035965347,0.708118688235772,0.6924840243161282,4.0,0.3530305050059857,32.77229474710813,22.963342632633367,0.6018332613178615,0.6140752166666041,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.445031909881162,29.037598077918734,21.37652609552096,0.670919431644964,0.659259656800379,3.0,0.3733584243875799,30.43639335956881,22.62106881254013,0.6358053667686343,0.6064609111020471,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4971593614774362,27.477895982581217,20.025035033463617,0.7054412455623151,0.6946242697866184,1.0,0.3796600796039043,30.85690638062756,23.323827379474903,0.6185887743269605,0.5985812539235924,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5169994689689805,27.120700699574083,19.394138392709703,0.7200156592875371,0.6954466354487493,2.0,0.4272462591308085,28.997671456074585,21.7288496895359,0.6593190369173394,0.6251008775213049,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4581517852698419,29.148487305879367,20.629520354563244,0.6961513495997761,0.6894184209795169,4.0,0.4256890803969889,27.08411120827349,19.65333627983642,0.6657659181143569,0.6380898833915907,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.576654634491373,25.01914602463187,17.85951155237813,0.7594307333969258,0.7445793064442672,3.0,0.3229401154571663,33.33403889523356,23.18162425882604,0.58720070043183,0.576515118991562,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5089359506728584,27.13760731613433,19.50730652421652,0.7177043097494082,0.7011888290985537,2.0,0.3874981520634702,30.91203776215645,21.63459878436915,0.6286036824144663,0.6081577162855117,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6117426623536665,24.553710057375245,17.574408743870993,0.7875792897755328,0.7767756923487654,1.0,0.2825851722283449,31.10107301765524,21.94124845752977,0.6102214675813087,0.5969838000666513,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4730748440219896,28.144279796516013,20.34582835466323,0.6922562315704646,0.6922472851872561,0.0,0.3949643025279633,30.51991321090569,22.291086155329666,0.6299659253847893,0.5927377092256456,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.385756918315005,29.93197649550085,21.98040787287525,0.6255932450445545,0.6109641044811179,0.0,0.3520563869374998,33.41648328939763,24.286390687077013,0.599617896190056,0.5923299896460492,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4423418527350188,29.247203014381416,21.313956501566384,0.6676926348060628,0.6551846696107202,1.0,0.3765307146938809,29.674846020212563,22.43028535099552,0.6196597711598182,0.609229978627274,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.326447539213989,31.861573249876017,23.99769585159952,0.576955646539279,0.5624492308509298,2.0,0.2681353947337854,33.467573714877034,26.077626862267927,0.5449089611610897,0.5265250659275836,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4287582703475254,29.80624788740341,21.81274904571004,0.6553728957889721,0.64444302304294,3.0,0.1845017606172788,32.901204812181696,24.22191232340303,0.4930579222402845,0.4774865002791807,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4367085448374245,29.4919682306473,21.43563857565677,0.6636280628880328,0.6536760279631502,4.0,0.3092095579180978,30.886362056587306,23.300468751750586,0.5761765829147545,0.5275807239114653,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4280571137934114,29.65230851968673,21.51869442794421,0.6552718319814419,0.6494881019383616,2.0,0.3973911816774335,29.01517654625801,21.31012488105852,0.6363351261139887,0.5784822372836547,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3671026452385386,30.693605389915056,23.09028761143962,0.6092528055939592,0.5911338397560897,1.0,0.3986442374671314,31.06593186112316,23.40644357958232,0.6352607528342535,0.6298521065179276,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3950591166289635,30.15548660529691,22.129229940198872,0.6291580896943261,0.6309486303880514,0.0,0.4138173944643756,30.11023009703186,23.39975618189981,0.6434637861317436,0.5673564663448691,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.467803137027599,28.034250670554485,20.29933239071581,0.6844752385134222,0.6700479303393516,3.0,0.3476652500848886,32.78199836743747,23.39619843288317,0.6004932215879799,0.5988246916133086,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4827897140328098,27.94722694478668,20.27273490476772,0.6952777569815374,0.6822616775548602,4.0,0.3983587294697734,30.23104194940926,22.13917771321127,0.6326976957468983,0.6090360549301715,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3258703971497108,31.844021451125048,23.280777827500888,0.5850721604923623,0.5850401070020212,4.0,0.2870207638728675,33.152380593935696,25.102605548269125,0.5634736037542218,0.5193702267255387,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3117477558519713,32.82603435761542,25.23375061095496,0.5824903241577917,0.5614692469978295,0.0,0.1507361574521203,33.15155279998661,25.17621425405267,0.502744787951801,0.5035497979873215,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3231095358857225,32.20761336413555,23.86156562527565,0.5773985235802883,0.5684513781280092,1.0,0.203609068339062,33.714514317143106,25.440839490132785,0.4766823468548641,0.4930710201672196,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2773110748112506,33.20875156677814,25.09235140388959,0.5416140265585776,0.5385103131289627,2.0,0.1681482135479034,34.75314265032334,26.439460485824164,0.4784891441104492,0.4956954806477462,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3571052263509248,31.62770822649477,23.85129908612901,0.6023890053254214,0.5987408741665566,3.0,0.1995280237438113,32.69018235759881,24.2246532595027,0.4990396934705963,0.4948409382229422,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4292343082157939,28.947105805382296,20.961092343885603,0.6598119586233142,0.6485731935706701,4.0,0.2985646077506316,34.28029405278899,25.1774619863262,0.5638438144149298,0.5450481481776928,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.477054401825613,28.097177051466225,19.74538657277904,0.7043984698430452,0.6880775937539665,3.0,0.4253068972889599,29.561146748408103,21.73085928424417,0.6658905276246462,0.6282253621044961,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4460375725568098,28.5073954820208,20.825526245184143,0.6771438975063568,0.6619146529159574,2.0,0.3748864990263663,32.493353059269346,24.43940711240899,0.61618573168317,0.593259310259438,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3758768451724452,31.328983124556043,22.546164929637968,0.6326660486302319,0.6245414682420183,0.0,0.2601693054547075,30.586988145693155,21.800829080842945,0.5719002408001257,0.5413956476125842,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4463504025649292,28.7216269857194,20.993956275325115,0.6713180053679758,0.6532556779994622,1.0,0.3898585098964009,31.14078853168678,21.750255473476567,0.6265887178492542,0.6083785649552674,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3565383165306467,31.15014013141733,23.10352807321614,0.6027193315671457,0.5937906676790288,0.0,0.3359651236145908,31.78928259651619,23.454807175126795,0.5995503026068987,0.5678900932054579,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3670866541059469,30.95009501552848,22.617750887727084,0.6125483324725133,0.6022094198140858,1.0,0.2989602210362039,32.39793911827655,24.20590277819437,0.5685909047223913,0.5517878984141797,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3329290039306201,32.0554860089349,23.97845700694355,0.5820745144753715,0.5674729406106946,2.0,0.2467382034698787,32.44918208490076,23.59649372571462,0.5219693180308081,0.4949916524111926,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3137522677517437,31.992430335940007,23.917535446821013,0.5625303282586726,0.5540287160846639,3.0,0.352260279799627,32.124228929776066,23.977078380930912,0.5936719417542817,0.5805956273553036,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3259593536456626,32.677700678636945,24.020178733381503,0.5790213056586817,0.5760763480691068,4.0,0.2159667934691208,30.91914704340004,23.574539234945217,0.5211621484310865,0.4643884809513997,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3410708823727525,31.495713685760744,23.18867951005697,0.5886984294588096,0.5789407898717766,1.0,0.3636686467445263,31.25754626642616,22.9420318781709,0.6200674466792776,0.6041816288705828,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.408156234305978,30.208081534312587,22.38272075820949,0.6410698102205483,0.6217522472273523,3.0,0.3091785922263419,31.00508835524301,23.37635597059172,0.5754764997763702,0.5603617537933266,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4343811808939594,29.3128651975949,21.22394871284537,0.661510524212707,0.6457643642106468,2.0,0.3924618375816244,29.900951565402984,22.033970846306783,0.6296945588505964,0.6140498313563388,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3895231793071593,30.47523754904624,22.12144137579774,0.6314806653356967,0.6166549884886965,4.0,0.3150026648998859,31.777224951210275,23.3401712896236,0.5717509646473287,0.5526892700076043,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3931171080261215,29.82557679084041,22.23480934028756,0.6282353118833433,0.6107818597241749,0.0,0.291843649819929,34.6576753596314,25.51601588905021,0.5463316529694313,0.5371124094655779,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5254230336694597,26.545557417840502,19.33796032433396,0.727059378789377,0.7091891958761125,0.0,0.2808828549217943,34.13345619625586,24.081215122436827,0.5502604479407331,0.5586073187998897,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4685932460925514,28.34067319843509,20.50562809303036,0.6980527779764489,0.6771851781207212,1.0,0.3704342795578819,30.870276620425027,22.031269938782472,0.6113592526319277,0.608040282499081,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4894415506207045,28.04136824416076,20.274924355440763,0.7313736299921243,0.7206196491340239,2.0,0.3688000408461285,29.625627968674685,21.517531724740383,0.6665338995608813,0.647300602926532,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5335662756722575,26.99182114982405,19.295741219792465,0.7304772165274394,0.7208435613258123,3.0,0.3071015825454508,29.724189033191266,21.485280468107906,0.6053486082209973,0.5812379994011974,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.456364021717849,28.75226060747174,20.52101427542796,0.6825918794599601,0.6661618157894809,4.0,0.304234649805288,32.04944534074369,23.71762778667392,0.5708431141442444,0.5612813795634037,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.340153791937528,32.163898679889606,23.9165639437137,0.5970890084499286,0.5830963879250893,0.0,0.2749572381275733,30.557663365817696,23.295699017129536,0.5654519623977192,0.5189530810208834,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5150620993632397,26.898263288131574,19.445693792167592,0.7259154424522304,0.7127367204585311,3.0,0.298925155316787,33.39009859533238,24.68009156266304,0.5798141250081887,0.5652255539454633,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6228697636594727,23.93683773939141,16.838789835295447,0.7945427851864203,0.7944358855010663,4.0,0.3647335948309892,30.686099197382788,20.94413504501565,0.6302072868706056,0.6352361603595661,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5220204409026965,26.27831041599216,18.981207839532257,0.7259408829242742,0.7092583141441484,1.0,0.3880605803345739,32.98284292135882,23.62772258925438,0.6237187488234814,0.6190159622933633,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5895530199898713,24.61691967134425,18.17766840531075,0.7770908946528489,0.7545470118505181,2.0,0.3545678846990718,32.67053133706662,22.79812523039726,0.625512157006169,0.6560575597173431,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4366725782941295,29.037318284448247,21.19885798058445,0.6621585063583346,0.6502765609955816,1.0,0.2730168798476654,33.804283695499606,24.782847419810626,0.5422150684246138,0.5192758954961857,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3911417703932301,30.002451550284885,22.25140015514257,0.6361904164256293,0.611209132205584,3.0,0.2513290569697193,35.009303468038055,25.51735866245832,0.5339743377589913,0.5181769667812334,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4458923056214137,28.952361522394146,21.08829825767589,0.674783705874882,0.660586655085405,2.0,0.3307162938162949,31.758422124540992,23.541545177191907,0.5937972831255964,0.5688676255008321,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4196697564346262,29.803006573801333,21.309524211238507,0.6537460809668054,0.6388012930802897,4.0,0.4573435889740104,27.8139579541173,21.663408315318904,0.6866148908823286,0.6526190153921646,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.42837264389633,29.20709546320421,21.34950691766282,0.6591886565187198,0.6396619964977295,0.0,0.2440274449017521,34.64949193794589,24.939297045753435,0.5410463690695851,0.5343220280100849,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4537559282238168,28.78775195065081,20.92183934601366,0.6740187200199618,0.6562635094945569,0.0,0.2991592521400709,32.30688377638288,23.40960393162949,0.5645196519763386,0.5337454562404776,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5068995707854331,26.976627068481186,19.09720544425429,0.7138636753607079,0.7034772580020298,2.0,0.3014520296572526,34.00697694331966,23.83333572963492,0.5685428708699287,0.577875566705096,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5129297712462315,26.89567650871155,19.34246578022225,0.7164405149479669,0.7142815482629521,4.0,0.4007062489050824,31.132410401531825,22.681894468281367,0.6366269959564764,0.5919804742380205,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3070116710592424,32.18789641176715,24.35109391075148,0.5565483832860555,0.5347722935312501,3.0,0.3040305474352998,33.10472764441342,24.33978725383706,0.5583771442553134,0.5401673903226368,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.352311401062202,31.03870964708262,23.12005441469036,0.6025333091937884,0.5644768479749145,1.0,0.2690779332368941,34.11889785543799,24.896842612129365,0.5290761165173401,0.5483186012991452,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3998095724939032,29.443470745068456,22.23836818259628,0.6455502076819644,0.6180653701878546,2.0,0.2847726260046447,35.67899583667089,26.491987913856768,0.5543280707715732,0.5607646311085237,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5178633592532014,27.209388281941465,19.81349378441948,0.730633603299813,0.7049293942436973,3.0,0.2669582903331519,32.22836509327176,23.72713325745439,0.5790591021320681,0.5822581464203572,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3337080968887802,31.39310854267313,23.1250895421948,0.6100318424068489,0.5995542945781411,4.0,0.2111704736404943,35.98918549002381,25.87864740438004,0.534358081692395,0.5076415257764274,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.347911704854398,31.888244268452542,23.06811817602874,0.6165501846440682,0.6107748522922637,0.0,0.1479073674318379,33.55849901262036,24.82461534665545,0.4895694589591183,0.4654650822709958,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2762913165065159,32.86929126298676,24.99642374690668,0.5394320819654834,0.5259676786544083,1.0,0.1827093707637228,35.92877005954034,27.06762070286968,0.4611605168591704,0.4506224596912312,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5457583813553628,26.261352364951733,18.587374518616148,0.738850452233561,0.7324012213007745,2.0,0.3736756026432538,30.50745409817684,22.16944091769114,0.6222129000324165,0.6123781694265309,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5372043949082405,26.03577732464022,18.934844906877164,0.7342246918807879,0.712786332975165,1.0,0.2745727638621341,35.05413071741564,25.01656184606683,0.5506682299655101,0.5307231475380252,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5075758619174437,26.81334485445317,19.27346842555314,0.7150098714020068,0.6984278526876718,0.0,0.3946101774108105,32.096379220999495,23.43615513071295,0.6378663061310692,0.6021864007014256,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3974400161686945,30.401149529574266,22.55340221094453,0.630976167716554,0.5988793364736466,3.0,0.3696983511222663,29.924700273012515,22.34973384502816,0.6127854550246354,0.5531748761411379,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5403857886529728,26.48774766190155,18.871011773557694,0.7352818894827524,0.7186234680525421,4.0,0.3305266388041135,31.192698453267344,22.36427429883611,0.6011051562736107,0.5775995066467543,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3592512284684424,31.236287868529995,23.17100130040678,0.6050054048641538,0.5811761262005377,2.0,0.4201448645822905,29.17888354280602,22.398784447343385,0.6511167442935043,0.5917996547661802,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2904008342942159,32.05399973852602,24.189680819480387,0.546350279759798,0.5337414909630729,4.0,0.2998765412147005,35.115378782654204,25.16306964296837,0.5562411742655048,0.5688537372196975,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2965809844384012,32.45885200926806,23.90292333416906,0.5554665766385247,0.5383861933295865,1.0,0.2154044307691111,35.07030490128075,27.547032123252137,0.4874934903863461,0.4828210367259242,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3624254324265323,30.86800861445196,22.812284571495777,0.6070335185055834,0.5833874263997387,0.0,0.2309152954918198,34.87707693355917,26.09369250618921,0.5035878773079158,0.5212771665694934,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.376813199747142,31.04691888622164,22.93291052363017,0.6222761857555259,0.6117948231231405,3.0,0.2638074817711946,31.780523170166127,22.890071198842296,0.5586717858368588,0.5124967480567824,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2790049889250813,32.739622333607166,24.78106591628676,0.5349392594212954,0.5055816600935179,4.0,0.3554748818220928,32.18368104999808,24.256344042056227,0.597366408085999,0.6097347540792735,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4712884921324841,28.451109994057827,20.57165298369486,0.6867902952424338,0.672375155531368,3.0,0.2663787939023709,32.45030448075985,22.747439724125275,0.5480331474571594,0.5558808853502384,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4124598311163348,29.81681407509636,21.688019646505783,0.6456869610145657,0.6248554835663973,2.0,0.3249692258531516,31.8619203321926,23.4600577343392,0.5850422021500784,0.5471234766142692,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4245786904604043,30.00944422213336,21.98113201970924,0.6524645778778443,0.6366677150056084,1.0,0.2997581299906752,30.160830462215262,22.228420568257167,0.5642123869165007,0.5132627517671431,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4263475411833241,29.37940321733764,21.7189109683837,0.6543073856161108,0.6340042489119776,0.0,0.3106431085542633,32.59034833153916,24.79705701801221,0.56502357195756,0.5206070674253253,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2787311129792059,32.56471555307105,23.71383273707024,0.5537810267182787,0.5519077877821593,4.0,0.261437330194845,35.192476915889,25.766237444368127,0.5322711268297411,0.5391653974568676,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3510716040907632,31.56879985401609,23.48618203838557,0.5934985248843169,0.5834440913117502,3.0,0.2280242164835412,33.0602515993343,25.437402001472368,0.5081210820690667,0.5132577966066875,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.303241156430591,32.62697991866694,23.997444809346167,0.5557312565667607,0.5517646520881068,2.0,0.2798816409805796,32.270561814912625,24.5753443539306,0.5413676264796288,0.540318635150503,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3529816514195172,31.189129371550663,23.49669111587577,0.6002867018106077,0.5831533269612177,1.0,0.3299005614074912,32.17769823320958,24.61261839294433,0.5834701260026123,0.5957059780826212,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3382703839905655,31.073256134820987,23.63898323085209,0.5874031922937106,0.5795545035675223,0.0,0.3119656611009854,34.41353625543345,25.267420628221068,0.5624293184781476,0.5641698478792551,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3657523883694984,30.876450864573595,23.049027364815345,0.6052441448846847,0.5871506485732407,1.0,0.3570035859428344,31.483585340546828,23.1335031762662,0.601445589802432,0.6175198613181707,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4230021984262669,29.301350179879297,21.518442127112657,0.6505714162881562,0.6350323782443362,0.0,0.3153067719731695,33.149657057246145,24.783663123026287,0.5651186805334105,0.5525405470485608,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3104887031681582,32.08869161206447,23.601183183617792,0.5677015701353569,0.5609407058922903,4.0,0.2573085297756148,34.31751213207419,24.69109106466216,0.5250480084676631,0.5414347379942925,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4318905553163894,29.586012083823,21.861495139580885,0.6627444579088417,0.6447962588601638,3.0,0.2871742098725995,31.547807475629785,23.25573993501925,0.5570847332673277,0.564350931639565,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3920760648863216,30.15112650014969,22.164856284151742,0.6269993885948606,0.6061853822383165,2.0,0.3714623400078742,31.3329118684147,22.70509876603949,0.610024524630161,0.6314287836142429,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3498459661713762,31.51026382131841,23.37414493115308,0.5920097549296769,0.5799435543682213,4.0,0.3692635591960267,29.99680867053971,22.68167977602188,0.6131496388043793,0.6073515710136105,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3306297696740119,31.661333540031023,23.15495728562956,0.5836777208524195,0.577809879503653,0.0,0.2615353945963458,33.982228288305144,24.91663797365476,0.5369361044795165,0.5444952320429459,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3360222355484186,31.85232757181998,23.633110849778948,0.5804947344714979,0.5630019482940691,3.0,0.3613226238510704,30.388964082498152,23.326286078622896,0.6068429039571197,0.5941585949264807,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3426793343514844,31.423708384269496,23.272797167614712,0.5889500532481788,0.5826861919305049,1.0,0.2321658863595124,34.34987652199312,24.076998062760865,0.5069352328602393,0.504992449093372,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3379930848709718,31.89809025002741,23.663922092209127,0.5848205615609285,0.5763737360341146,2.0,0.3256120586261294,30.84733085189623,22.892603623096257,0.5778022932712121,0.5592663178259368,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3998575746187289,29.800687617888293,21.94289005683383,0.6329381892734081,0.6183188022188361,3.0,0.396361729032935,31.45409789464756,23.585035557054493,0.6316893417076856,0.5992271073504565,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3935960557447379,30.549319141750694,22.47433676955635,0.6309036581459798,0.6142868082260187,2.0,0.2822803324134637,31.61086195217221,23.25864820195551,0.5340036357286196,0.5295411264169927,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3719353074412748,31.00950007263381,22.50865727308352,0.6228404206861007,0.6050609440554935,1.0,0.3636471954717764,30.16627708917072,22.308119946061748,0.6087243039099,0.5970027462674715,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3413613167176599,30.93988280001396,23.08533032648612,0.5854792653290664,0.5669043975489785,0.0,0.4487035807493857,30.95534709077028,23.0671014522657,0.6842320278594545,0.7059363078616538,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3179957563481425,31.70313839575459,23.84804923759095,0.5646596168312137,0.5543580208718344,4.0,0.2632091181256198,35.00056094755971,26.06247021750881,0.5160227336422902,0.5316113320033928,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.289446517081763,32.673998855987804,24.467411477613123,0.5493705761986036,0.5396588498530179,4.0,0.2429086135347693,34.23922962374135,25.56747411270664,0.5078340765034204,0.522528951660928,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3252893085609953,31.67462801055849,23.7111882833912,0.577282289914687,0.574624022999446,3.0,0.3129018774954143,33.27625792419874,24.424073329167825,0.5655599867281197,0.5511004741222038,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2943814589613042,32.7751736810104,24.2452707155992,0.5505077740408058,0.5406865552476363,2.0,0.2876824771842003,32.352604578085575,24.81470976862189,0.5473233900013541,0.5166370805410948,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3095904904380601,32.12268093273989,23.64714348608582,0.5646414814557084,0.5704084927867527,1.0,0.1995729685653627,35.33501013774242,26.65452657721794,0.48385254676224,0.4571709245669524,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3121086833622759,32.27581480133829,23.87783399577664,0.5670178265969156,0.57014362819926,0.0,0.2060399233517242,34.509558032055565,25.881990325979988,0.4803113806280243,0.4813657231085566,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3875676907462958,30.9443960794904,23.19142165813708,0.6351380232368433,0.6119887589417513,4.0,0.3618502573910279,28.74812748744964,21.754350694401623,0.6525367226661534,0.6376561010179669,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3824046396812026,30.04753650049071,22.0234660556692,0.6249146847297979,0.6109091104259802,2.0,0.4247105236220975,31.353132999432304,23.286849724318884,0.6565447073597231,0.6558750270548245,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3647832234438988,31.16983606441324,23.30522332161012,0.6049376897635275,0.6026215338495211,1.0,0.3176372793869482,31.34101678619626,22.43954171264335,0.56955908396025,0.5365768734844303,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2937044099957862,32.63806595085058,25.11091310936457,0.5575598471100838,0.5529867475682869,3.0,0.2235591815798767,34.42891910836294,26.360475048666128,0.504879223715479,0.5294053701064898,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3448833159007413,31.307703590462005,23.669870883314577,0.592150324656596,0.5836282267551248,0.0,0.333649842043632,32.32568681499836,24.58270074661464,0.5802737172220342,0.5702556353164232,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2770419773792069,32.99331752360802,24.774984203026715,0.5356351759962978,0.522373364676217,4.0,0.2296395670658482,34.391710140028984,25.066333516290744,0.501250521604784,0.4732139277258539,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.30069704872808,32.41599292487914,24.10067180479389,0.5534516455712613,0.5541073083125826,0.0,0.2272921389334903,34.587071281972726,26.27570076427721,0.4847910841935806,0.4652218373035391,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2893004241265308,32.742625757901834,24.38196668825737,0.5421224434374587,0.5357106726722558,1.0,0.3043594975229593,32.576568115595954,24.71679804041614,0.5573072863069242,0.5388987634087206,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2950304977905101,32.47547836051349,24.705599212440724,0.5448734581487165,0.535436945017716,2.0,0.3176285789694298,32.78683282627728,24.15381688846954,0.5641221515957198,0.5393429192365323,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.25618222158441,34.0540477144423,25.456561031011688,0.5113756206867499,0.5113939859609127,3.0,0.1659855386058388,33.1689311843001,26.410495084318395,0.4431999921344189,0.4219258036640114,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2948534766993551,32.18154419746664,23.983868976041062,0.5479216893403868,0.5410608660619741,1.0,0.3078377749996366,34.14753365657852,24.74834245781049,0.5563466458271342,0.5724727404280227,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3431592828085209,31.01458848526225,23.210158901502005,0.5857988742981965,0.567696017139913,4.0,0.3045260520063727,34.27560602593309,25.39800481435697,0.5538213473368421,0.5740995300373571,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3348442177651469,31.456861949614808,23.23297206935817,0.5812436609163099,0.5617583842461936,3.0,0.4249096378312454,30.38683513776241,22.25882260309507,0.657880817140177,0.675878043675049,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3387793958939764,31.923170072960605,23.53608682800319,0.5824657388062187,0.5676438855201429,2.0,0.4001621172545251,28.84000716297988,21.85899916465968,0.6349801358976886,0.616756793259971,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3437231827103032,31.566838351893644,23.50598157745273,0.5864167842173197,0.5693618973623529,0.0,0.3721681123153453,30.503646886359626,23.293767102881656,0.6118948110707697,0.5875950880682885,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3331658675760901,32.0704907573578,23.546664521619064,0.5984465795397773,0.569185466885807,4.0,0.3252625489920708,30.59310071506431,22.99071270739542,0.5929030104192248,0.5525664228612981,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2707589396415982,33.07549829177198,25.32314965876652,0.5322928211667359,0.5199485666822065,3.0,0.2663651500229256,33.77323193099748,24.86325322754742,0.5268583723604859,0.5203603897790322,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3743391863471651,31.112573870845207,23.195839363568453,0.6151282210186009,0.6065970554299429,2.0,0.1895908872601454,33.32833172319284,24.355011276258185,0.491998044230289,0.457524920146119,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3701740073326788,31.27008781612648,22.64853172462444,0.6185115001824151,0.6009039570467035,1.0,0.238044387183788,32.04147956379012,23.53956282575163,0.5272796349131125,0.5094047871417492,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2637648704423205,33.47472236036579,25.541168472683594,0.528885668821186,0.5244806724733498,0.0,0.2886186515771141,32.3513707891005,25.19275849198642,0.555558371954318,0.5406179119838452,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4717919703305707,27.98684692249656,20.64534960537414,0.689325589977106,0.6683608910410087,3.0,0.3709397774637805,32.000411151879945,23.822540609046204,0.609652409503165,0.5943390485674472,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4040660628791326,30.20069675955359,22.123335195750407,0.6408999490106291,0.6206626589796846,4.0,0.3028781749346032,31.65475550580016,23.598501277626376,0.5685074399336505,0.5465364394525721,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4762246847302903,28.08032209492758,21.07295093076033,0.6985515642755622,0.6799117363515793,2.0,0.279848334360084,33.23964634287464,25.01199664749512,0.5441151226245348,0.5040382713339426,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4695354560743741,27.98838518340275,20.371770863905343,0.687350336262208,0.6687100558644892,1.0,0.3653340251202844,32.37750737662569,24.13444524938766,0.6072912008065011,0.5734643137940931,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4662360343670394,28.60663889279548,20.71991897233096,0.6838265443614322,0.6733353140021305,0.0,0.2604124471030982,32.336659312377634,24.46013737955485,0.5380131717091103,0.5093682429649001,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3361370453916442,32.134955307356535,23.962309042780365,0.5822007844035614,0.5599583121056838,1.0,0.2408780489826293,31.85980689937616,23.670856374453194,0.5272877064608538,0.5075795871266091,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3313216600142743,31.62659025605982,23.46787375930401,0.5824645979347094,0.5589783641773466,2.0,0.2511692820504877,34.34123116881332,25.51139432523022,0.5148029436316968,0.5076190454210058,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3431663884087224,31.37858651936608,23.373286977565453,0.5872676796209196,0.5574124522033539,3.0,0.2734088078732558,33.69766086184694,25.056895080278995,0.5304408684758215,0.5047272312639459,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3333686634116879,31.878778153291265,23.53541987522334,0.5803346224667327,0.5553723674426587,4.0,0.2708773934375553,32.6163198341269,25.035627147152,0.5323168711816595,0.5231857917060095,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3462274031665796,31.66158541030882,24.130070832357017,0.5893032432549957,0.5611236696925153,0.0,0.2204162044397799,33.33078565129385,24.48093603243893,0.4875654663692993,0.4925852716295739,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3529818531399311,31.68021180042804,23.37175053245074,0.595263595219153,0.567624257065003,4.0,0.3533455904022,29.58297661910904,22.578987082507503,0.5944567207466955,0.560870855816169,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2267237785841923,34.48458746525349,26.441321056784016,0.4827742683474639,0.4738338073828775,3.0,0.2859743168335991,31.70163418757703,24.58668547486606,0.5434429126096014,0.5315111443892172,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3798793385294137,30.519582045445755,22.43453730070591,0.617841955993972,0.5983982960672413,0.0,0.3218216933329449,32.427851911847135,24.266712651579347,0.5779762809852442,0.5318034290544118,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.389730511751281,30.0918208152436,22.02497859922828,0.6254494398018706,0.596968918586674,2.0,0.3470771512283276,32.51640715278081,24.54933424842521,0.5917954381228056,0.5771381198804896,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4000164743240239,30.27934463319005,22.056763455711,0.6340093359302766,0.6141961347791833,1.0,0.2544087014470285,32.84570679625806,25.150435849052588,0.5245746955744396,0.4814654306307195,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.21606223921159,34.68953822765603,26.4300671972118,0.4782912204446158,0.4769571117585232,3.0,0.3096934333964993,31.19967365639945,23.918634213192824,0.5596235854938516,0.5566699973256212,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2245859777027783,34.034948900847255,25.97773959819707,0.5034329707944472,0.4975666272252619,0.0,0.2647019965589577,34.11864358936177,26.718440407589693,0.5414215402821514,0.5483219396494012,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2211937828068025,34.47754327964272,26.05750083986047,0.490661933906962,0.4917374686232946,2.0,0.2514396200719283,32.991831250572815,24.49573713532539,0.5208770778391768,0.5239753574852951,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3386047056615512,32.148696261521,24.0191723417452,0.5902771772989301,0.5722629397620748,4.0,0.2194371221154677,31.89195265950013,25.19144853936156,0.5174699767779443,0.4675673165377522,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3277818126009812,31.68085741772171,23.2579414158635,0.5946424061484187,0.5822152713124258,1.0,0.2549852194042489,34.35142536014791,24.796010661334208,0.5380865074238456,0.531660559060433,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2413701204062015,33.94618767575175,26.189843475498567,0.4962545729363863,0.4910505048771564,4.0,0.2186775235177931,34.04451218646277,25.470301338509337,0.4765494753651136,0.4741039960743759,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3658467493329003,30.36454682412147,23.009091170198296,0.6174581973717028,0.5923478224699088,3.0,0.2486768506502322,36.18648428303521,27.20811208071774,0.5235070260076717,0.5079024264484417,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4016209746662073,30.092048621122885,21.81534751118903,0.6353410268022088,0.6146192656260183,1.0,0.403288136437045,29.97926264085619,21.52981208135657,0.6371420083795699,0.6351391173918444,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4943276860903827,27.39487161398933,20.2558900485398,0.7041814889344062,0.667290732204494,0.0,0.2973401151113034,33.75236036185859,23.508436434863363,0.5574415748333833,0.5741482245386119,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4570262266979857,28.3087938151494,20.987862161504893,0.6811869852377449,0.6648394159754637,2.0,0.2960115319053058,34.132518085632086,25.54488537555852,0.5592331542322386,0.5493130630434783,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2527173381339855,33.19721493495744,25.11650569560103,0.5147481205666309,0.5036017158436286,1.0,0.1743458741916411,36.99950608266871,26.854908972439706,0.4536470480043831,0.4647046948198303,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2580291034386551,33.55732316994069,25.262294223661293,0.5156217168139681,0.5067347282804124,4.0,0.2438834077507877,33.54310050095519,26.4063543550021,0.5114792817141778,0.4853876804523188,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1956353292959247,34.427614501443145,26.15239333691009,0.4598469521355337,0.4577207018094925,2.0,0.1945534426314432,36.6188947279703,27.98798811894247,0.450999557288525,0.4634073207803945,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2644446634707145,33.53778041611603,25.37408883624534,0.5210581123137483,0.5077946701531237,3.0,0.2916538386178025,31.949884171970403,24.03723424627356,0.5445116548765387,0.5222239265826035,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2619114895630022,33.536476135300745,25.20051433073331,0.5200315617809295,0.5106812949320665,0.0,0.2062615682958307,34.09238169838526,26.230644958130306,0.4757521860247569,0.457749909847122,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3174083735856834,32.22767078538888,24.034645340674544,0.5672423376656667,0.5476821555113972,4.0,0.2618769265288394,32.96549774870083,24.81937248361274,0.5167989562920456,0.4954615685957939,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3418140994166826,31.45279952305753,23.34177621095474,0.5877587643314406,0.5566985816999072,2.0,0.1982124186280769,35.20881931441138,25.99983654788421,0.4657027974327214,0.4531569636385806,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3211332921406801,31.83238017577313,23.88938344774508,0.5667905304883658,0.5398135131933026,1.0,0.3060814367680773,33.20229277863299,25.182260452662423,0.5549142522555033,0.5448921733766906,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.330064258837955,31.90364828092485,24.19773735193357,0.5765946723325139,0.5583207561165099,0.0,0.2511644459680545,33.28502074856419,25.04710480514945,0.5151343418698999,0.4943864838978155,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.324137902345319,32.30344283700395,24.330146623715965,0.5709004501032261,0.5488051712647677,3.0,0.3525327294805533,29.871997791911703,22.37020795498156,0.5968447405695566,0.5889616655882717,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2787248857604826,33.017666527028766,24.367214899297856,0.5327371849418163,0.5385775519188036,2.0,0.2612538451944468,33.42422062982514,25.678539107361885,0.520354616542432,0.5177961673711258,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3095396079783864,32.553625615801714,24.15237834922664,0.5616579628232605,0.5406740004103077,0.0,0.280822891474183,31.95665660848835,24.12324569550932,0.5455686835642697,0.5380856120552137,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2918442623275997,31.841062665642472,23.83434730508474,0.5460680623535521,0.5396700585374742,1.0,0.27192841105168,36.44424216449093,25.827622568453823,0.5370875773478803,0.5409948917123664,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3207240093226672,32.08088581295626,23.800617751889035,0.5722648269768207,0.5520594552647148,3.0,0.3401068418866131,31.38195120280692,23.651427413365614,0.5858889192448722,0.5762257901885176,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2816006715676968,32.49867801469713,24.650565658557905,0.5351368833360453,0.5268725610010251,4.0,0.3269047315751909,33.61469257099298,25.129264903963424,0.5746209934729797,0.5656945899555406,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3652264791808883,30.5550103290904,22.3672200693876,0.6082121477077146,0.5991155832019621,2.0,0.2658748774660915,34.87408322528031,25.47787612463023,0.5358373583926648,0.5195755448891685,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3131798966535285,32.08838543133295,24.270289645025173,0.5609903005170944,0.55982718498641,4.0,0.3380935961317475,32.13757122049266,24.745791483604744,0.5846471387211383,0.567726668773463,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3402385711125625,31.045275718812583,23.114895389148227,0.5857401115920933,0.5753329832725491,3.0,0.3474344188018265,33.46169838333838,24.116153725594693,0.5911375222908881,0.6009436349356868,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3137878225114435,32.36398351725657,24.113399388914235,0.5603786714604211,0.5484547611547532,0.0,0.3617236556912043,30.318226233621168,23.49130186880452,0.6050432634159424,0.5987040668168129,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3505958234230585,31.580609732420417,23.43951076381337,0.5932085779941866,0.5837888328139927,1.0,0.2916016281684453,31.676092168887635,23.57239091996624,0.5436103682503903,0.5262304543508123,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2797819484330849,33.099892928712734,24.27498048998721,0.532677245058707,0.528883571411076,0.0,0.3165049896544017,31.68532984265044,24.83834518853279,0.5633613095756526,0.5655006482760858,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2942444695520084,33.009088705670976,24.222688473479387,0.5471497895970819,0.5518004245326871,1.0,0.2247629964023483,32.748000195290935,24.12379427825588,0.5024264712240551,0.4858547548584975,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2786317433957366,33.31460728084351,25.01372483092792,0.5299999351739928,0.5272421788317602,2.0,0.3454373551709411,30.32546188482252,22.419934908693783,0.5887033876589223,0.5519951946183632,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2724730364611758,33.85036142874964,25.76961446853533,0.527550575898893,0.5248426751293451,3.0,0.2412351839126569,30.821380299419573,24.32157685239348,0.517251888680456,0.5029326087253009,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2713628982061338,33.21841997753045,24.634650115836152,0.5249807496663138,0.5223578842515115,4.0,0.2471227598110935,33.625597590993266,25.68877837194155,0.5011122062720544,0.5003844351693053,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2996973099102605,32.47521816693631,23.673473358654,0.554004539875032,0.5598225133083486,1.0,0.2708521508770669,33.410794849704864,25.21736900094437,0.5321760566826607,0.4958440201227676,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3044595816680858,31.916492120887707,24.088392522748205,0.5524310542396107,0.5507047286776284,4.0,0.307459408839201,34.09868389716424,24.88835272436273,0.5627526890245949,0.5568311673846911,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3055472042445961,32.12935833623185,24.377679894943764,0.5529407716739712,0.5470017981766395,2.0,0.2900504400488459,33.845757757661666,25.37520197505167,0.5386690413952505,0.5603197636657494,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2672113301860832,33.396045516179534,24.901814595575203,0.5207605630337762,0.5185204318418599,3.0,0.2503213541985483,33.21270126074318,24.495248415071675,0.5044963558365643,0.516440548942202,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3069815690574936,32.735575879234034,23.844972910066176,0.562281582178844,0.5696479407752977,0.0,0.3264290637069931,30.397768846925903,22.45150979321624,0.5797607027833103,0.5427110288113954,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2055614228523242,34.93375421610281,25.658936719835616,0.4990424795722088,0.4927211887801393,1.0,0.2563680918551824,32.393996410927016,23.621196470339004,0.5251725619342038,0.548672187217042,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2069635326649059,34.46265253843279,25.860934460417862,0.4821526713697265,0.4872885498702359,4.0,0.111343717653925,37.31658146007796,26.423359801305484,0.4096239622694136,0.4066024948723097,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2359334830564038,33.30803673605286,24.62400787305832,0.5083623404726227,0.5163691922297502,3.0,0.1648114359577313,38.22174268232605,27.790952839263497,0.4564338608073033,0.46265874494413,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.256476609969741,32.76250711373526,25.25484320379937,0.5195469371530916,0.510733892114201,2.0,0.235519029359145,36.78722291280587,27.62702082647036,0.5031775771377872,0.5279508292619671,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2176789541683514,33.97635606338439,25.555661891519208,0.4811707545924694,0.4938321605251997,0.0,0.1455238092833389,37.57455604339106,27.377314064025875,0.4299687550453738,0.4269722695321527,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3407325266001944,31.30305314598553,23.714222673234875,0.5884552889441537,0.5763692156060412,4.0,0.3287944180711051,32.91225371522706,25.28094556186297,0.5734989327166099,0.5554675023460404,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3410202424974967,31.936122119658176,23.95346671446056,0.5846092275429551,0.5792496938180746,3.0,0.2566036372836733,31.896069445075067,23.766756406679544,0.5187419524468754,0.5204662101050859,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2899944057735185,33.13627577523542,25.15928328923657,0.5400704007275902,0.5404809544336395,2.0,0.2858989578505602,31.30308120124724,23.82592632690848,0.5406951943036193,0.5319109846585903,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.302558532707609,32.43577296706444,25.14580454354172,0.5680822614980752,0.5624799249689746,1.0,0.3225794912329487,32.13273946134952,25.59606773355562,0.5812544076501227,0.5695085885229826,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2824818884324284,32.88580338920168,23.620247079960286,0.5651787259114509,0.56080451622775,0.0,0.3063392463838987,32.50368787434779,23.06700035378051,0.5904506202348053,0.5651999319848667,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2410995183930296,34.07081551297229,25.6458004602994,0.5003948754420742,0.4953756498946037,0.0,0.2308653386502962,33.20979498044605,24.82744018868224,0.5045728294136814,0.5250644855810405,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2302658497891633,33.83799950102991,25.47423445820481,0.4916926784818977,0.4999026914086376,1.0,0.2577900873946598,34.55547494130532,25.65688279509871,0.5144221494386627,0.5007359865389442,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2557997028679603,33.10223577634194,24.77645781402555,0.5169032227693877,0.5148005547731727,3.0,0.1388710361575502,37.78284384327376,26.981087839596896,0.415077563968853,0.428993001756677,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2040866952140699,34.00249754019141,25.22981913372261,0.4642251680092517,0.4718259397432142,4.0,0.3049122516245017,34.825142138451675,26.11345135811584,0.552578141758954,0.5639691159093615,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2226317422767474,33.6408113468432,25.050917901617204,0.4865096657213933,0.4863887181583956,2.0,0.2471101249694719,36.11610498250669,26.66756104213244,0.5105071936876044,0.512696581868159,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2828422743759379,33.130802688818434,25.270668208122256,0.5332086153118485,0.5318327715655903,1.0,0.3067287959216913,31.56614287904005,23.28099190449388,0.5561871936187743,0.5802149517080986,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2991879068148857,32.26177775357692,24.494236177588167,0.5474513333037596,0.5424908497910962,4.0,0.2494827291401085,34.85022268014276,26.368383914999765,0.5008043790469922,0.5114874243651272,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2945306182188353,32.50580284947149,24.471881324206315,0.5428992648148372,0.5446691736691271,3.0,0.3136948395686295,32.8013002649563,24.61280035188753,0.5600932175167008,0.5502166040468595,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3117661132972302,31.72306229895658,23.94602269247133,0.5586366389950823,0.553807455347538,2.0,0.2146853622264838,36.64752619770572,27.75784158325196,0.4688293255007356,0.4832864669106601,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2818619897890201,32.717307948574614,24.137531135675843,0.5372373770691162,0.5394993785154645,0.0,0.234551086821443,34.96260515059429,26.16043056038961,0.4941911899751319,0.5009395445733433,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2555999510681583,33.38929243717947,25.448093860907097,0.5234383313806588,0.5103509890220502,3.0,0.1951616743946702,35.53502663969834,26.171612881490628,0.4756944520250336,0.4808308599546123,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.2095039806852393,34.398858023342704,26.88299298464109,0.4793575152238126,0.4725920704282938,4.0,0.0836395325691399,37.89524086280476,29.13378861163413,0.3675772264849578,0.3615344193505069,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1946964645101696,34.69366638636103,26.28746347375112,0.4667306059838112,0.4669548488464318,0.0,0.1245705419116696,37.17001722166019,27.518144749471592,0.3978899345529786,0.3916860106735992,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.1874823357893899,34.55720105625418,25.976102582147675,0.4519183481881071,0.4524013479457113,1.0,0.143360438222647,37.9238210964838,27.500091960227657,0.4015963495314543,0.4243627626805393,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.219967986896534,33.36184293334034,25.35691415665248,0.4769043203744422,0.4610221462432459,2.0,0.3193705189584155,35.435387685748964,26.293289879367777,0.5741043614801389,0.5762834972794563,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3854057933623466,30.20555008393341,22.697538609160954,0.6285131773672584,0.6054732848240112,3.0,0.3710936260111297,31.91370175050073,22.820144846877007,0.6111235184565886,0.592430597015886,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3713996189659017,30.86587738923815,22.33054012293032,0.6219125652407178,0.584120871144379,2.0,0.4130340837159907,29.573817868434134,21.73162434144543,0.6533175072084758,0.6473352282218263,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3854079489732789,30.46653826415677,22.26870487919245,0.6232004732104979,0.5897880825319505,1.0,0.3613877921486675,31.13906752698569,23.408896880267413,0.6023557087451394,0.5881528496849673,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.2252866841034669,34.0277307647218,25.98180057256516,0.4837163854955765,0.4815414907382868,0.0,0.2097958341260284,35.25215728731809,26.69821641164283,0.4721012072101676,0.4489539998485869,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.3373056892520387,31.26734053126495,23.946437827319315,0.5906512304970091,0.5715634709118603,4.0,0.3917495363878479,31.72732063150082,24.389039636010995,0.6383759161715215,0.6142955941125708,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2198376904940303,34.49089341512135,26.195291396284755,0.4778017250364811,0.4707463340108715,2.0,0.1646218515686304,34.911148845592336,25.794356208226457,0.439189951974794,0.4207437311246962,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1624719453984633,35.503126730387464,26.945461806127472,0.4238093662810424,0.4223222606393174,1.0,0.2801323765821988,33.23743939621296,25.202455758499774,0.529557353715321,0.5221127214681582,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.1973691592005855,34.225768658096854,26.02696677074693,0.4578919938528875,0.4474523908118248,3.0,0.1636117604401077,37.93607921630928,28.108906913966347,0.4213299511125065,0.4265009124622453,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.226420265485616,34.0986210747082,25.75771538687405,0.4852702323517349,0.4695975510013306,4.0,0.2181216099589126,34.69997668194287,25.776620227865973,0.4759559954251058,0.4940758186371975,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.2132877612552504,34.592625787210615,25.86619514484275,0.47030351390703,0.4761460659941915,0.0,0.2510972072440243,33.23817882083558,25.553017381432934,0.5135200866905749,0.4710430402825901,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2375422229865995,33.736926523973494,25.790058056661525,0.4893581979719381,0.4739391016919329,3.0,0.2567494595390144,34.3461205451292,25.291127525434103,0.5078082310341303,0.524080533305636,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.185491829124029,34.189139505613,25.975792482532864,0.4365516601805517,0.4338637503145434,1.0,0.3144894086174673,35.30724670468329,26.615618726338425,0.583927182018418,0.5553507372210879,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.2311705994943761,34.221894759461435,25.79019701824449,0.4840766517347832,0.4752318891791146,0.0,0.273918053765296,32.603801257860034,25.402292912522405,0.5234202655524458,0.4923586680472188,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.1933412864428968,35.29901992861631,26.63323788773524,0.450136475291201,0.4485282999022594,4.0,0.2215523060633282,32.773305113536324,25.245940373459906,0.4767880945494674,0.4646288787151106,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.245031194195323,33.93902540404461,25.963391260042577,0.4983285110033528,0.4755070825100871,2.0,0.1813769359787473,34.412283496069776,26.365778653706585,0.4544466515028525,0.4752542142411402,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1334261852095072,36.51527098069333,27.801727415045647,0.4053887327211061,0.4168642056467527,0.0,0.2325277230497158,32.82980527996772,25.27436322784424,0.4910174384403208,0.4687833865145857,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1602776302968889,35.2786514884968,26.8051776856331,0.4326425593085782,0.4224231714160123,1.0,0.164033906754219,36.92020509857726,28.22215293842472,0.4442127234237787,0.4465435333534571,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.2542601832677215,33.3205598780548,25.10492614399244,0.5170604388162563,0.4997618802619119,2.0,0.150954931286809,36.883738963499376,27.45583494024408,0.4292846038769663,0.4243082104537508,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1439843205822546,36.08537615744887,27.33028271539244,0.4184108854698844,0.4221105716773222,3.0,0.2011015541984845,34.28493999124416,26.33337873840332,0.4630000390618999,0.4726780097176076,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.1252182352312121,35.54700630556455,27.101499004978024,0.3945831837830533,0.3998295391583817,4.0,0.2325713429602037,36.97397477413319,27.93801532275056,0.4870564758273362,0.5183765928850198,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3223210237995345,32.35421493080182,24.12592088423689,0.5678602966652595,0.5640054959693921,1.0,0.2996218226892529,31.089307436460707,24.272379010500977,0.552164480318681,0.5228385881168084,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2800426510008866,33.02503794677786,24.41642594516767,0.5401031880532944,0.5254266243233345,0.0,0.2454197719500134,33.63235284372478,24.5860421077258,0.5152906942143274,0.491146991526504,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3345708750679401,31.066947128202425,22.90005105159707,0.5812996301794853,0.5593619112636804,4.0,0.3458777262140531,33.908583740948245,25.54694176519734,0.5925596372949289,0.5841514240810913,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.204394417488876,34.45842031699975,26.828294687375628,0.4714915812886656,0.4595339236088133,3.0,0.1702218955032365,36.28541727894231,27.91179735021722,0.4431917863606967,0.4547843587748451,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3526847411498229,31.36465135574144,22.797601037199364,0.6045326115714946,0.5767995923898585,2.0,0.2505375684630591,33.29106459002941,24.274243586478168,0.527594452352909,0.5074579016537276,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1701445667922193,35.63370397319228,27.079161509232986,0.4319864010448567,0.4333488098067078,4.0,0.0955703576484157,35.931826867749535,27.530435323480056,0.3840513151797439,0.3728646591564039,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1888765942782165,34.55995661196652,26.38635085411594,0.4471502821707456,0.4433072212484007,3.0,0.2037943094750995,36.453129571078655,28.961049263418538,0.4654911856655744,0.4457364487215097,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2089969892175017,34.9023893983894,26.291658037649444,0.4726102258354081,0.4717463700861234,2.0,0.1021908799474676,35.314429634208395,27.433349427941724,0.381731551576583,0.3847673533209926,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.1611473689485778,35.3752365128679,26.99601079490087,0.4269411808604825,0.436823730279902,1.0,0.2071603604182783,35.50612830562723,26.895919382800788,0.4648663145080353,0.4483469385897604,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.164474327361486,35.388609327213814,26.87772266719766,0.4254690258169524,0.4186417829122678,0.0,0.2823736989002984,33.37717796746305,25.883442438308503,0.5319179835056349,0.5437630081538767,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2427220177399757,34.04543413288526,25.73869768823337,0.4985779399771677,0.4879610909821373,3.0,0.1281658685171141,35.34090082229136,26.861530382130244,0.3933566605552703,0.3806129646312459,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.1850373677706979,34.27606945477458,25.97862393486336,0.4404035228312045,0.4336198683160679,1.0,0.2641136867783751,36.32298543791472,28.028011438343626,0.51545386629399,0.5288701468494541,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.214855468967315,34.38892263567579,25.682464932480908,0.4711739352071382,0.4722167699567722,0.0,0.1849600919381241,35.15919839789469,26.739707452016333,0.4617626658074777,0.4270660615401372,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2062588069079616,34.999163283263144,26.70382625736603,0.4614120016959884,0.4560682713008772,2.0,0.1608114599076999,34.082453025766334,25.967812665442896,0.4235204864131621,0.4240988638729409,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.2216982646619547,34.53375610578434,26.20083292715517,0.4738363990081276,0.4707578923742039,4.0,0.241609563720286,32.89703727458559,25.52319358261317,0.4963704897580683,0.4720788531479633,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9985493633328968,1.5949868233845852,0.1358157494069006,0.9992744184795797,0.9989059015230816,0.0,-0.0589656060325849,30.073252404626672,22.206528091676432,0.3885277410402974,0.3808600193378126,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9986172342702082,1.516858547381269,0.1228460939060051,0.999308378001402,0.9990392769445288,3.0,-0.0413709991578938,30.728197554102017,22.1852458459749,0.3285115878327208,0.277167278763321,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9980586633889776,1.5913354091192102,0.1350727059844306,0.9990288601795932,0.9988819174610966,4.0,-0.0214916197804642,40.13607281053989,28.736057281419782,0.2864400404757993,0.2640588154995152,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.99841793253606,1.5454861085418712,0.1274909826946895,0.9992086531920564,0.9992581828019296,2.0,0.2005420691739837,32.580982546603764,25.17929798785443,0.5152451298509835,0.5477504895107396,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998002429410234,1.708667324270621,0.1556808425378387,0.99900071545721,0.998550972675115,1.0,-0.1370949040526186,36.49016817117496,25.813741691928065,0.2663502673154977,0.2417928229925844,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984917090058694,1.5355825884353993,0.1258992278018156,0.9992455699597822,0.9992304724522084,2.0,0.2091239632067341,31.878749621919614,23.438832910642603,0.476181464717769,0.4870921755797301,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995115268,0.0008906392790661,0.0004860514920336,0.9999999997989896,0.9997472550927528,4.0,-0.0184781905543072,34.5372603628569,25.41926885299272,0.3851694338176818,0.4112662854897546,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9980190017940246,1.5366735292729905,0.1260010554669018,0.9990090099141724,0.9990323497896688,3.0,0.0102865785786202,46.14444531631026,34.14100725283463,0.346988317223757,0.3531550367690041,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9984902325592704,1.4907612131192431,0.1186779193986935,0.9992448311829824,0.9992748715918448,1.0,0.198296699653337,35.445914463278854,26.39571521322655,0.4735243933474644,0.5014354324970196,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9999999995835674,0.0008486058317683,0.0004634465208273,0.9999999998237116,0.9995680101517604,0.0,-0.0189464279448579,30.409633210714112,22.98684355737729,0.3246751005284092,0.2356623010508344,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9980232542023572,1.62191136619785,0.1407102471430767,0.999011138210107,0.9988244753805944,1.0,-0.0579722993872184,38.23905151125852,26.470389554916327,0.3216178913652964,0.2731576221641111,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9984181743379849,1.5550208748075922,0.1298317850067326,0.9992087742300876,0.999231267827908,4.0,-0.0095930272263535,35.04564629384886,26.720389119357595,0.4169340224350027,0.416986553624288,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.998584102649206,1.4808901201559086,0.1175741371173746,0.9992918005977894,0.9992384594935934,3.0,0.2484139256665943,31.568836102721875,22.72438776967218,0.5220848278974014,0.4858227677771518,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9999999943310868,0.0029924436372244,0.0011388606141595,0.9999999972476898,0.999644420301308,2.0,0.1313748548131424,33.65700695700775,25.91744043987364,0.4129970436501653,0.409527326479021,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9983793080387112,1.5561520723610724,0.1297309323768035,0.9991893254809644,0.9992668483296232,0.0,0.2985372127677961,31.2921809285318,23.844785149501387,0.5761942519605497,0.5897066313851964,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9979811413713552,1.7094185506430288,0.1558087271457591,0.9989900607406446,0.9984571317164166,3.0,-0.2630023061764381,39.35770590954731,27.783254898315253,0.0926038934055032,0.0787097664055773,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9985817866256416,1.605470045107521,0.1375625216541822,0.9992906417500342,0.9987915579276948,0.0,-0.3082931226838032,30.732893891502627,22.443070862471167,0.1958628911869909,0.1511682680384007,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9999999995324071,0.0008297889853598,0.0004565811141863,0.9999999998049988,0.9997965189496848,1.0,0.0470693523798524,36.7967971637916,28.464060299021405,0.3959212705875601,0.3928139599463169,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9980297501895872,1.5505101993209758,0.1282674333682718,0.9990143894261556,0.9989520312344524,2.0,-0.1654933625764536,45.51604891749135,31.78807276409313,0.2775384028713975,0.2782146423700399,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9984037497291188,1.4673905653043735,0.1149834357307583,0.9992015561599688,0.9992896249053008,4.0,-0.0804244512168652,42.11597713752012,34.91805053996701,0.2877189141768538,0.3007414291922926,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.99796195824836,1.5871072095208911,0.1344000594438301,0.9989804594462506,0.9988685779948184,4.0,-0.1483258111478456,44.24186883028877,31.126386214508845,0.275532053582719,0.2696782117374426,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984496879959204,1.5641514343974192,0.1306088784456326,0.9992245433700312,0.9990010981640493,3.0,0.1616398274370317,33.09901258076237,24.8611463706039,0.4598751685075956,0.4743291011144883,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9984627452371718,1.5781590276350814,0.1329663209919737,0.9992310770355896,0.9989936193638616,2.0,0.0370636424901523,34.21883827937827,25.598229792793028,0.3686134340339388,0.3639957256546152,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.998596693111086,1.590729400219125,0.1350524848005801,0.9992981002565052,0.9989432251533928,0.0,-0.1356316348120756,27.58809784844463,19.86137852989137,0.2466859861552993,0.2172775183358762,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9999999996078984,0.0007561853011803,0.0004415383124938,0.9999999998430136,0.9998847932648388,1.0,0.0759030906290308,37.37537246482586,28.04328997184598,0.4248579350861839,0.4441779526018,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99845855826906,1.575210980894183,0.132869711189448,0.999228981941626,0.9992220062334578,3.0,0.1328608943082763,31.33085534116781,23.902039192978737,0.4714537778485919,0.442764487802,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.99803319508105,1.6584237588386996,0.147384614479274,0.9990161135863872,0.9987517308995706,2.0,-0.1906248773953835,39.20374519293284,27.677327247106472,0.1725326980442235,0.1745030297329403,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9985210370475948,1.6894787040595434,0.1530171892891003,0.9992602449681186,0.9986684345679392,4.0,-0.1119094406367722,27.112740121998428,19.563728911245462,0.2541730920466197,0.2425964244607699,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9980872678484706,1.5049215435434786,0.1214408327039151,0.9990431762281056,0.9990734410612369,1.0,0.0548920476555365,47.16171647601095,35.71752040287635,0.4093273351318,0.4209497865695125,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.999999994737642,0.0029404281549269,0.0011848900670636,0.9999999974465004,0.9995934548234842,0.0,-0.0419813632996568,30.08682197494666,20.73737485471913,0.2455229537169751,0.2473810846507765,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9999999995844296,0.0008435994256883,0.0004712774378336,0.9999999998258328,0.9995774580628464,4.0,0.0395647113233298,31.592983081224205,23.424548580176573,0.4026619556425184,0.4084691758406846,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.998000841246027,1.55728594766868,0.1293682438859301,0.9989999205922662,0.9990205988675532,3.0,-0.0268009637313038,44.99500550215152,33.523133977533696,0.3381934940275579,0.3453703155017558,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999999999531242,0.0008008399053558,0.0004540088380158,0.999999999816366,0.9999678801778732,2.0,-0.0459220916052773,37.5353081309048,31.06789800950676,0.3829654683643861,0.3938791581006881,2.0
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random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9985711709762916,1.5026080906013983,0.1173086426997927,0.9992853301474498,0.9991615928494346,1.0,0.246978826404579,30.537090344805936,22.03220406832107,0.5689594891364657,0.513817806868052,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9988557263810836,1.338462726101983,0.0989222035230813,0.9994276994647348,0.9994361301556862,2.0,0.2109266212897093,31.958885635854703,22.84612670037681,0.5235078150888066,0.5297582326488057,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998516897713951,1.508524088323918,0.1214785134449303,0.9992581737476638,0.9991607320072852,3.0,0.2514515942042574,32.59619620377779,23.40235640401709,0.5295402677958463,0.5384991702060433,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.998879756468194,1.3088410406262323,0.0809070890948282,0.999439721311058,0.9993142420694936,0.0,0.2766066551167487,32.30044244590191,23.06769969348711,0.5694875130405956,0.537906468866801,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9986888976516064,1.3959797302332655,0.0887602657544037,0.9993442338539712,0.9992687157875207,4.0,0.3007814071860939,33.552417071019114,23.74837539292688,0.5718898128420036,0.5450719142150373,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.998953602926572,1.244894528521592,0.0865663374152919,0.999476664561426,0.999488740596504,0.0,0.2811493248170533,34.179966364092095,24.52099815750775,0.5514458187473197,0.5167626895427003,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.998639491489579,1.436406096629191,0.1003320602692699,0.999319514251814,0.9992140183202848,2.0,0.2271297914701918,33.96536966889393,23.13861624158572,0.5350234839477958,0.5355615876979509,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9986517653800002,1.446804208427247,0.1029855479141778,0.9993256553601662,0.9992116283719832,1.0,0.2528720622803621,31.625930652034008,23.14592093978516,0.5722370324209398,0.5277918930692291,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.99883105340473,1.3315483038473308,0.0951215962821233,0.9994153558340864,0.9992313497239556,4.0,0.2412458669737848,33.621400083767426,23.60199112528971,0.5354713727187342,0.5112143444680654,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9988638842370068,1.3107528368964294,0.0861422372748214,0.9994317807210727,0.9993339866020842,3.0,0.273401886536167,33.081434581936584,23.63217258659781,0.5511124508056016,0.5350750565915492,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9991617921241902,1.1319785148292538,0.0877655369581988,0.9995808082492388,0.9993301294691652,4.0,0.3957973754439697,29.45873615638561,22.162037908841484,0.6610229341857419,0.5897421302578604,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9985441888209212,1.5022384439432,0.1188008301390733,0.999271829328767,0.9991787029998144,2.0,0.3147499407592947,30.513660031050232,22.44381379908732,0.5904539149395133,0.5463841475305559,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.998766225596178,1.3542768708051696,0.0981015785918765,0.999382922458502,0.9992408102593936,3.0,0.3648593218329085,31.984721450671675,23.48194624114363,0.6111825041571316,0.5666614199416817,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9994902998197492,0.8682398681725821,0.0636154828355621,0.9997451174912038,0.999460909838822,0.0,0.3645762963629969,32.23590237576004,23.34262065326352,0.6119121058850518,0.59505079343517,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9987801548625164,1.3574740801764111,0.096701202906968,0.9993898914061502,0.9992738999180212,1.0,0.2961844106644241,32.66375333504306,23.808376328710008,0.5632473640545667,0.5399674597100078,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9985724861812668,1.4680259320354183,0.1067574091636455,0.9992859882252428,0.999153261732275,2.0,0.2658527774492074,33.39476486448543,24.53482454009905,0.547585293136903,0.4726438957266388,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.998790264657878,1.3223284267550963,0.0901496036764582,0.9993949493358504,0.9993145133627864,4.0,0.2994950370874654,34.95348584781216,25.484122864396603,0.5628188128350492,0.5350064997854508,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9988916533186634,1.3123934238068764,0.0874342162490959,0.9994456730519614,0.9992735205036808,3.0,0.2840669395303269,31.00074774609764,22.634768565556776,0.5608464688991968,0.5045053017241492,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9986416924378096,1.432809272663765,0.0970077741747195,0.999320615479945,0.9992188173522316,1.0,0.2682902933918201,33.28010665701694,24.15631608728513,0.5531042663388133,0.5387798834004525,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9986339923269172,1.435291686261994,0.1057816971353228,0.999316762798822,0.999246535644831,0.0,0.2651419111544442,33.49945121000994,24.398069170285574,0.5614251799749257,0.5222170244619516,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.998634206458452,1.4467097794770358,0.1018601934683551,0.999316869937274,0.999206712391936,0.0,0.2905900497292859,31.84800548209133,22.703139466742947,0.5669340484154034,0.5355058614358194,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9986755451867312,1.435291632851423,0.105763439408608,0.999337553209631,0.9992023233465468,3.0,0.340088699184401,29.488069155001444,21.895096132035125,0.6145564935483321,0.5816134217691179,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9988989253319672,1.2846436966446333,0.0921672831579377,0.9994493110722528,0.9993405033945988,2.0,0.3457066190427171,31.95625394526722,23.06016370637449,0.5981962482466199,0.5164972104590345,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.998577835271653,1.464363575354489,0.1087755485274565,0.9992886646825476,0.9991813536566329,4.0,0.3552259270977362,31.35862839505948,22.778902254496533,0.600373956656185,0.5794932184729369,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9985711174739806,1.46183146803754,0.1086950256516673,0.999285303377363,0.9992148566871948,1.0,0.3783276875995277,31.285595803814388,22.792676578064487,0.6288846171835091,0.6157618777350455,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9985970376090796,1.4497859306779914,0.1086267909936058,0.9992982726535488,0.999185141662303,2.0,0.2838718146449339,33.46145035716423,24.161785357423028,0.5696910142479357,0.5508052082805226,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9991772149446366,1.0954922939938505,0.0802787412083247,0.9995885228931144,0.99934024483858,3.0,0.4229020850163991,31.523512964511745,23.3102961945991,0.6605245364538115,0.566817190875534,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9985826129064536,1.4843424313774245,0.1136357209044031,0.9992910552284512,0.999204154008978,4.0,0.2815433805040032,31.04636717675433,23.291733397235607,0.5803757099795103,0.5599606890180496,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9996104541926004,0.7631282164439388,0.0514464371575262,0.9998052082131926,0.9995035340844184,0.0,0.3426822694372348,32.22077147330956,23.08989360255737,0.5954688521843428,0.5550771644276381,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9986109934505408,1.4242647129614288,0.0976460328124737,0.9993052554459588,0.9992343230981008,1.0,0.4130812630635128,31.701562882634587,22.43796842041408,0.6534596074433288,0.6178718859861548,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.998552656029222,1.475533032097588,0.1109328759785843,0.99927606602413,0.9991330217388756,2.0,0.3196281488587567,32.39471465000704,24.062594043039294,0.5770513356601685,0.5493812338003362,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9987948446963408,1.3574782874220066,0.1061369106711439,0.9993972407268464,0.9993465305803704,4.0,0.3816511895413643,29.873953475367795,22.30511928584804,0.6396925048735864,0.579756500524387,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9985399299939652,1.5085240485257976,0.1214627539199285,0.9992696983691444,0.9992071361932056,3.0,0.2290330860866909,31.963122065856123,23.80285091726748,0.5181059513268219,0.4645024874352176,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.999244926347984,1.076366758241671,0.0708754966556495,0.9996223919111832,0.9993419510200104,0.0,0.2235527734360344,33.22582868328909,24.334395309213093,0.5297711487488646,0.5126739100489571,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9985433563120178,1.4748453694951975,0.104965114370177,0.999271412772916,0.9991076600203384,1.0,0.2758119042183077,33.88618565335236,24.81330353871437,0.5748308691108922,0.4988557930900524,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9986520660792402,1.4371930664435555,0.0994620924576988,0.9993258058126012,0.9992414062810197,0.0,0.2727805501725715,32.22436852203082,22.9252829704546,0.5735636825455179,0.5497690738271731,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.999041305251404,1.2087242965547875,0.0790728563463903,0.9995205377238608,0.9995276028149916,1.0,0.2639183304805621,32.69195338237036,23.87587842868289,0.5683899854869837,0.5447607238034097,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9995667056762616,0.8137271051205504,0.0493112416774076,0.9997833294052256,0.999468936902502,3.0,0.3362939475114199,30.987433888523377,22.03510440736274,0.6110829007672891,0.5642087411093524,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9985126294994584,1.4822973283277816,0.1079290374991128,0.999256038056232,0.9991879061302712,2.0,0.3237091872213326,33.382977850996504,24.70471649552045,0.5923713217557764,0.5202434792911457,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9986932676228584,1.4209556509718364,0.0994038040656791,0.9993464202691508,0.9991528330514404,4.0,0.3443192633899549,30.0493079449842,21.24242324769007,0.60706115056173,0.6034162066575807,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.998579171418664,1.4499477910029308,0.11545048855756,0.9992893398914487,0.9991502918405492,4.0,0.3262924015129939,33.24663990466656,24.42124956080685,0.5998340004717961,0.5757360120794247,4.0
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random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.934919939269701,9.936753609840256,2.055175319421258,0.9669125810215022,0.9847378161003316,1.0,0.232474650047586,33.81411961564864,24.41024839488774,0.551116698785439,0.5171769560155004,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.9286462460012151,10.41538040083961,2.3299102200134376,0.9636629317824964,0.982917875797736,2.0,0.0983650764990218,36.50206689626594,26.099071073571416,0.433045867737877,0.3846570604769092,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 500}",0.92523527596032,10.891911441680106,2.446377885381376,0.961891509495082,0.9813487880637146,4.0,0.2001200349533,31.140710601563008,22.71269165647063,0.5450561745086928,0.5401000778724644,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9261087481631258,10.66480123945097,2.2864786124827425,0.9623454412234692,0.9816133990742022,1.0,0.3421087483630013,30.299588248812206,21.86356545390821,0.601395493216309,0.5883590374332763,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.93092277995372,10.31565264502197,2.286593669753874,0.9648433966335086,0.9837463103792904,2.0,0.2788896915725183,31.680750068667905,23.11957910444965,0.5769529605907112,0.5605419812159675,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9225804143800168,10.92534483049133,2.4280352785749533,0.9605104967982124,0.9808030771975064,3.0,0.1745930729122625,33.89732818223111,24.61389480530419,0.5250723865282876,0.5149315956861695,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9264552039997588,10.510253386873426,2.222901019970094,0.9625254303488092,0.9817161044072262,4.0,0.3393056875991352,32.000576476294874,22.81250223279979,0.6085442531930109,0.6024471973283353,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 500}",0.9303321079622168,10.254052433832348,2.217364903757528,0.9645372507192806,0.9858394053023491,0.0,0.2920672678041105,32.83008845652927,23.48674966128354,0.5751897011480238,0.5695218903385064,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9278666963976714,10.445724744286784,2.291997226484573,0.963258374710774,0.9818114732258404,4.0,0.329526876110402,31.771365332509763,23.069003097700747,0.602690712583763,0.5527497152144986,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9332472437473076,10.011203208741092,2.196641225346433,0.9660472265103656,0.98419409952028,0.0,0.2686581032954094,33.70753526822455,24.28285781347588,0.5474260534924364,0.492352934927747,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9245639864224932,10.602922567243647,2.3513882880358423,0.9615425037497872,0.9796464594725648,1.0,0.2962371580680292,33.41961822915857,23.78640902829497,0.5649004506435363,0.5609763966130471,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9179181160592736,11.023044781525366,2.4089190240539056,0.9580804330221367,0.9779901729632638,2.0,0.3792221429219521,31.88684554173526,23.43332731601637,0.6161201623828303,0.561303607943049,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 500}",0.9233591037727524,10.72428273942193,2.319194719924748,0.9609157631294672,0.9828897742464268,3.0,0.192933832087853,35.442871142993795,25.56542210338541,0.5022301916939589,0.4808952871359355,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9262011623779406,10.546293501852652,2.2078202682070702,0.9623934551173912,0.9810627395585336,4.0,0.3192128314271331,32.28151027005073,22.810548369799573,0.5936604571654946,0.5739527259658891,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.924384699718161,10.785330649211472,2.3855666325566007,0.961449270524935,0.9794684200433322,0.0,0.4217324104060261,28.51403083728183,21.51655487566207,0.6584736980288018,0.6162722591234246,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9274639941486664,10.374350330932076,2.2716532836664936,0.9630493207738422,0.9813165479031014,1.0,0.2681743497946048,34.472396570919415,25.61070040098772,0.5537893472586719,0.5460341975187394,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9217740451259312,10.913167634477004,2.3413679191491417,0.9600906442626256,0.982055821106884,2.0,0.2666880709124448,32.793681687171734,22.875558726890443,0.5586639469638119,0.5448702015835611,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 30, 'n_estimators': 100}",0.9251921262470776,10.7188491516366,2.3729000928467507,0.9618690796143172,0.981225311033284,3.0,0.1370502757689758,34.92303032724471,24.850625291348827,0.496815405259346,0.4811706054581162,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9225330150685016,10.83356446651467,2.3800845427581385,0.9604858224520028,0.9805464979563864,4.0,0.2525695649277957,33.4704801374276,23.605629607359106,0.5411298645895877,0.5364734228298681,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9177227450618796,11.088784628959646,2.452877187091435,0.9579784679951708,0.9780999891547296,2.0,0.3018952113967902,33.209154416044235,23.713840618189067,0.5719054436852596,0.5775451881799809,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9218398385297212,10.9434747752239,2.4162634557224525,0.9601249078105202,0.9799804269145428,3.0,0.2346136929096727,33.06133733767592,24.083355493640248,0.5467826068405885,0.5198138832788393,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.932174599176588,9.97580398877849,2.129549994369911,0.965491894970994,0.9863412991418222,0.0,0.2380403172077653,35.88650714649282,25.611093099316708,0.5296052647332332,0.5461310072187435,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 20, 'n_estimators': 100}",0.9250752231111692,10.699435017097208,2.355822535910947,0.9618083089600462,0.9801239452410584,1.0,0.3737287140832338,30.075298860609387,22.33828523629493,0.633641714126583,0.6102337453542099,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9216381155476429,10.913425756874956,2.478669249646764,0.9600198524215178,0.9799653271774996,4.0,0.1886843362974278,34.64393253202404,24.477149331837488,0.4911684339642634,0.4799810616216622,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9233096899480584,10.81420484420832,2.426624345525928,0.9608900513212362,0.9796271459844208,3.0,0.324522023480949,31.40071614349627,22.08285757924433,0.5939487296518315,0.5835474259173113,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9197915601075748,11.277645388974443,2.5688707133606026,0.9590576421979526,0.978871572059409,2.0,0.2559438573789692,29.97586690817204,21.82016465671748,0.5792023001949049,0.5730574932973702,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9190635144036576,11.14319237465034,2.4315124068189538,0.9586780038930252,0.9794649677462364,0.0,0.2926941641214448,31.721653694865854,22.793844322256845,0.5638522376930535,0.539149179745039,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},XGBoostModel,"{'max_depth': 10, 'n_estimators': 100}",0.9322895004360376,10.043943787921824,2.1332177547612248,0.9655513977824074,0.983320959420428,1.0,0.2918946465377903,33.638064395655,24.16357833691165,0.560578540835931,0.5377721101572887,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9053049558949562,10.743937809603052,7.933700253612425,0.9744323077081354,0.9751268577238864,1.0,0.1935107101300288,41.26049798427527,30.29692599463702,0.5305844724925974,0.5129290606350794,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8966985976697273,10.581652428336366,7.634350926326507,0.9737089072111852,0.9760929579602984,3.0,0.298609547299838,42.537203827460296,33.52544676019629,0.6012607871399301,0.6087326324710629,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.92457898713034,11.065910821479614,8.292376454210833,0.9756406098756978,0.9773653639136138,4.0,0.2585141680199853,28.72545193085736,21.475527282844745,0.5256023286574669,0.4691706443648819,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9289896457732464,10.478410844403014,7.799763699460895,0.976314416932575,0.9770176942635844,2.0,0.1487212621420435,33.63209961888364,25.145393313783,0.4072498725161348,0.4277527700640398,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9202001333357224,11.514038334080077,8.565473220392745,0.9749677122178588,0.9788662345072872,0.0,0.3102131837164587,27.38717656248169,21.509884180399705,0.6065551431333144,0.5528326883328423,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9218952468099292,10.902497746680664,7.986247486564395,0.9748568325044886,0.9779036760489244,4.0,0.2720098324112355,31.66372544920139,24.875591773393623,0.5406295794622371,0.5699410551937109,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9198369669402816,10.739747087912892,7.729307699406689,0.9753478781178748,0.9791064302105832,2.0,0.163291218881648,31.221354722394103,26.265085129870137,0.4699322060193716,0.4531702590218088,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9092149589663208,10.767238221455116,7.970061331749305,0.973251714692913,0.9753923602710228,3.0,-0.1083707134046811,41.02236670034985,28.6743693565628,0.2484279811340402,0.2686043192431871,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9051966752100776,11.727213386244577,8.863601194472798,0.9742102238519962,0.9738218781898096,1.0,-0.0569936590683257,35.75577217755978,24.51350889445336,0.2160303736079986,0.2197399011236016,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9220777092050516,12.081420533542472,9.034971924403218,0.9746488645458348,0.9779657081121068,0.0,0.0706396672911242,24.38078658266897,17.577623797985982,0.3344052518728672,0.2727240680667819,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9238209063861034,10.242071462761974,7.507437386636869,0.974932737418936,0.977353847783836,4.0,0.2252485575697306,36.45031975314292,29.021591891743704,0.509323134642105,0.5271051720985455,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9189280183633864,10.321647785860534,7.488822208617797,0.9745246974707824,0.978724948217682,0.0,-0.0419863149460364,39.75557009025726,34.37326456397983,0.3441437589347683,0.3436582617503013,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.929449767161014,10.575449875553549,7.93743856076034,0.977767071075335,0.9794544480303008,3.0,0.1882963378137989,30.73032941718106,21.721712272727263,0.4435743362063138,0.4255156721449502,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9206411109120638,10.652692755428182,7.77364948180416,0.9749484658402284,0.9778105162929028,1.0,0.2772248920044815,35.54938288724111,27.951945117171828,0.551210170385779,0.5634044736525252,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9286886643084824,10.9419435560029,8.257963079279143,0.9760407684442328,0.978079999244335,2.0,0.0628748428701738,28.90265503102164,19.305133593500745,0.3254130118406737,0.3423304330125734,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9275668034308436,11.120628257609974,8.19405486922838,0.9760710462076924,0.9781706875066706,4.0,0.1567078329742686,27.579523831335667,20.76842855254255,0.4427945790758616,0.3723381124352754,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9276355920141998,10.983694461860484,8.333531961866406,0.975787651386962,0.9777374138547812,3.0,0.0842698972766367,29.617857769031584,19.51213740018669,0.338356372863666,0.3622388720092718,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.91812428278537,10.367411436726334,7.524380300328004,0.9739780738610192,0.9783171802682448,0.0,0.0402394092764187,39.24077100620834,33.87114294953059,0.4444292231471312,0.4500003587420002,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9207316400210988,10.653044952864482,7.692799877214288,0.9749871015007332,0.9772656452756912,1.0,0.0591056835989024,32.44142878154355,26.60413254465787,0.3678866044258707,0.3596776482424965,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9216358277898712,10.44098950956544,7.52321111940188,0.9754513856887472,0.9783212592676408,2.0,0.1723981631618876,34.37690587151134,28.3927219995107,0.4507672147651556,0.4249630059056641,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9066384206641298,11.607672500787832,8.79221547609242,0.9738342097936152,0.9731133783865604,0.0,-0.0508890934275394,36.447197327800886,25.06477260917478,0.2088382368727314,0.2306153596464392,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9016464017882824,10.762072946651903,7.940006192268113,0.9736586261150844,0.9747647086700448,1.0,0.2406523448945986,40.89459547432941,29.92101083720956,0.5559456652800812,0.5491813259638134,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9262144504118492,10.27123036338335,7.485625330157736,0.975309182370374,0.9769247952907338,2.0,0.1389666338273965,36.29556427251801,28.869508097404832,0.395560922234991,0.3803646072306921,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9160253402579992,10.501260294031509,7.560418212235374,0.9745212017161708,0.9784511311478544,3.0,-0.4395434515886545,42.42927493393529,37.234830386235565,0.3132705601595877,0.3420428715232213,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9279105198112382,10.86075178348348,8.135882304862259,0.9764518455221068,0.9786153627230114,4.0,0.09252126707852,31.1020303523706,22.47061677832832,0.3444709477402965,0.3358189293833407,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.926311284991445,10.7214455520599,7.903589693513906,0.9754476354456454,0.977208978479898,3.0,0.2856706194033783,30.954216985943194,23.1357582464455,0.5352459328080932,0.5749488905897597,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.926380543235337,10.289643467333164,7.474712662596866,0.9756071650516696,0.9781044820692328,2.0,0.1076124217114798,39.81305367054272,31.90982751025716,0.3370647401603674,0.2876719382477093,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9263210561734464,11.244292758601654,8.464788966542761,0.9768110750981256,0.9780033641093124,1.0,0.2666825127153007,26.232009412744684,19.572940625,0.5226251927638613,0.4734880651418148,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.916726470564754,11.321178116938988,8.281719340324385,0.9744016927621124,0.9788854046207048,0.0,0.2478935925093711,30.71223267687437,24.98163780133639,0.5913318201053394,0.5833351122867096,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9143953304119268,10.518105196560676,7.521843790351992,0.974258127608001,0.9804130161426308,4.0,-0.3364909935896247,41.47125562165503,36.78152505744762,0.314784510131772,0.3123572415304655,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.925584512782622,11.601526434246498,8.543177040986349,0.974731686249506,0.9768410155062112,3.0,0.0938695936187004,26.86043643986724,19.63037699936176,0.3574860523724318,0.3252435040460104,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9225098069671324,11.399598533641443,8.356819162141196,0.9730266017990984,0.975130293120102,0.0,0.2950485585781101,27.981054983733618,21.4145052238806,0.5468219081671364,0.5562635262615577,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9125640717237978,10.68041617216168,7.635826110294742,0.9719461677302348,0.975357297505206,4.0,-0.3723409116740228,41.32170321187672,36.44646057831391,0.2894066741736277,0.2871720535642919,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.918618578655127,12.511484095009514,9.42839029569474,0.9717991742175734,0.9737683231084208,2.0,-0.1041873005493279,25.172299132898395,18.273759963446963,0.2325348273108223,0.2072342683367592,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9164021287823556,11.03679607774229,8.049307306022817,0.9717158073043188,0.976322546212002,1.0,0.2646015433084849,33.37015680327696,25.86322916752363,0.5490272629273893,0.5427475573497196,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9038745702123556,11.095945452899308,8.169610513245031,0.9734224955228742,0.9729583834279488,1.0,0.2010429330973518,38.70167309389952,28.02741361426256,0.5023775228095447,0.4806639410119075,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9199354780959028,12.42858554262979,9.320657877813504,0.9736488406774232,0.9755734060241128,2.0,0.1571590171010105,21.418669293046783,15.657706884681586,0.410425115476295,0.353766141445907,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9187813253091576,10.743220485708068,7.906595288954927,0.971906599076784,0.973828305158358,4.0,0.2156419692399631,34.57787421449397,27.23353546179037,0.536970313768284,0.5635507324860374,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9182395504334364,11.048489100141218,8.074409829238872,0.972432262195022,0.9762977378012958,3.0,0.3376984260760137,31.5389567303355,23.622925861175403,0.5931219738498538,0.5923721480661376,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9267745044174208,10.610722714776871,7.791008704273634,0.9730140462047154,0.9732826551751176,0.0,0.1899263664781981,33.184917559894565,24.46607699257718,0.4477785637455755,0.4712356674573059,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9167121878512332,10.706282762913007,7.689461617755487,0.9714746827534244,0.975199424670122,0.0,0.2168557734665697,36.32883909745684,29.049995111723728,0.5011954043697605,0.5255040555471879,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9186337358821796,10.572981571180986,7.642219689096952,0.9726429368183364,0.9752006930507768,4.0,0.1308220463078203,38.71547060746337,32.22722724865026,0.4316148502909955,0.4231247829730765,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9025782733713053,11.60985399343742,8.548374966799942,0.9712729657463056,0.9706265114015652,1.0,-0.0164683711687378,37.08758426949728,26.19188705019227,0.2503258258094253,0.2611192873509146,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9265682595733742,10.771589917307208,7.940150173490633,0.9751003628020136,0.975595709715692,2.0,0.1776106368915974,32.13605768773776,23.98621223958333,0.4299893639310824,0.4375580551541167,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9011939642792636,11.338246997834514,8.47565484987298,0.9701082375981264,0.97127438200168,3.0,-0.1455889120751534,39.4546999433624,27.291225688045,0.2074887494871239,0.2364106667636987,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9037599260822436,10.876960550202677,8.022315021070737,0.9703027708040248,0.9726966283350847,4.0,-0.0409038244932256,42.12857615681138,30.454320902747764,0.3086250635251574,0.2657651533569466,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8965754783887806,11.45115420452549,8.259051694074136,0.9692314079750152,0.971300298193284,0.0,0.1958840492020797,39.5978125294594,29.280357979965792,0.5395237499779588,0.5417419914891547,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8332602644697968,15.069326960576856,9.244932640195795,0.9243539280910316,0.9569571862051416,1.0,0.1609350950227246,37.333889947119445,30.708258085860745,0.4638350688407781,0.5039732338914076,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8411541123263065,15.831546797056626,9.870321569836609,0.9291603411666192,0.9555378747865956,2.0,0.2013598510276453,30.83335292316529,24.45660523771356,0.5199055984524001,0.5739371840270509,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8453249485498264,15.045573144230078,9.27882412161328,0.9321475403410387,0.9588867259503322,3.0,0.0321183252903616,34.550074425436186,28.80132968209616,0.3170290003178385,0.3252437240888118,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.842318557981037,15.921193186888582,9.850182564583264,0.9283105448543286,0.9551038319846046,4.0,0.1563960062373358,32.43669748238411,25.07935589374697,0.402701652537006,0.4402522918496215,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8947116017114574,11.65570990156134,8.545822272599523,0.9671391370514022,0.9713981028682545,3.0,-0.0562237362260422,38.24186281891031,26.825024391589075,0.2837756171750604,0.2431360363266368,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8935170703226976,11.84272659328612,8.704745091009887,0.96817203443557,0.9713361293928544,2.0,0.027376930574459,36.99626638670511,25.853358662026647,0.3770822954384492,0.3927140995514061,2.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9004037016201809,11.010692961246418,7.948051122750367,0.9698497707500586,0.969804298442534,0.0,0.1231005668374143,41.37174339754996,31.004892785083296,0.4695103970071667,0.4868348119947935,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.852021074782013,15.686072076510762,9.950844568867936,0.9337205782369348,0.9575311265571655,0.0,0.0214351246218071,31.56460036284762,23.00606934764301,0.2288150013895408,0.2379199630431491,0.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8519997778177599,16.37227534501965,10.4572490733947,0.9337784160768856,0.9576833542368632,2.0,-0.0212367886389162,27.925287261128965,20.418545173192257,0.2068075452448221,0.2052132091127916,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8293331799664478,15.729213330118217,9.77093612506949,0.9236026015954064,0.9552482785254404,4.0,0.254065536847309,33.904747208503274,27.03424737001836,0.5709988037436088,0.5797653020577417,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8370371618969805,15.296893502384345,9.280958031118592,0.9281205156781792,0.9569473942582736,0.0,0.0996316005921352,34.907545987951245,28.93869408544049,0.3500878869642367,0.3670865475529629,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8473124560852203,14.97999924742586,9.125441893631232,0.9317165172610966,0.9584267983179656,2.0,0.0802452400332938,36.02667893086652,30.443970520188728,0.3161334101621255,0.3283761707853934,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8407472341882153,15.544848912942667,9.492166267923889,0.9270051706165188,0.953506155448425,3.0,0.1014173046375038,34.96092598916409,27.15603547789463,0.3357228732964981,0.3835249362455665,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8576422702576187,15.256068732944671,9.718607594501371,0.9362384431463486,0.9607768275431072,1.0,0.0290728286465355,30.42160795418784,21.65642235255604,0.2646883151590862,0.2245681038223176,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8386648229895125,15.821297650366764,9.937987734593827,0.9285479545905856,0.9573515296687752,4.0,0.3702222363085707,28.4688497849982,22.09805309579007,0.6485074485865321,0.6347075682688238,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8940988340975827,11.74958205070682,8.693704178630403,0.9670087428201144,0.9699581002051436,3.0,-0.1098215168134095,39.30583934839044,26.97035311395433,0.2458148469775852,0.1716776400217706,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.89123598950462,11.432062490635916,8.195903176941057,0.9675188812008644,0.9700932597358164,2.0,0.2574056818515055,41.34935247954466,31.373739515881645,0.6031715312977183,0.6079619544742038,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.848159800506566,15.741740701433008,9.861592295905757,0.9313103922632696,0.9579235419658544,1.0,0.2249582334141144,30.18679088717169,22.44795513050901,0.4785905172336738,0.5197962836203427,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8318075760069701,16.235286780414825,10.254422836999726,0.9257330189410952,0.9554997021216132,0.0,0.222691873261518,30.011524630675293,23.80423559378904,0.5794265940092266,0.5553477364889076,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8426787738218128,15.934217031930046,9.946832845391372,0.928261591263581,0.9556690874066596,3.0,0.1744965737074982,32.12442008566972,24.431846398604925,0.4202737888275669,0.4408282791871309,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8914375795015103,12.097757505451913,8.966102635018359,0.966855523730406,0.9705835775133134,2.0,-0.0372421341826227,36.40195475925682,25.312465726843094,0.2713492140407324,0.231250658646071,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8387918900235731,15.87732411577876,10.03583555032597,0.9284763694316632,0.9567131889007938,4.0,0.3702441481269221,28.077603146283906,21.49339178332206,0.6340157651883706,0.6156335276908549,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8491841390638288,16.240672866742106,10.253315162054244,0.9315367069250426,0.9552966920494832,1.0,0.0641857858356356,29.713318139521466,22.248152474565163,0.3038890108958931,0.2988830112446274,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8869366288521143,11.798772941739504,8.429639558518687,0.967890276180658,0.9698740118398944,0.0,0.2619328639533769,37.84368672772551,28.36772990392368,0.580884669761591,0.5620292018979457,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8479822936590762,16.448001827022207,10.58480317802059,0.930268860214034,0.9556024714174632,1.0,0.0170210093850631,28.93989455331874,20.32526009453964,0.246217932752441,0.2832359302550551,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8446386767525141,16.02396092601867,10.16937325311884,0.9292880094104842,0.953462127637266,2.0,0.2151635516286528,28.517339211026933,21.044510382873305,0.4679339604253872,0.4345156465099307,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9019154590267128,11.017929966041594,8.04166119209051,0.9693072562035032,0.9701765010942196,3.0,0.0389677604901355,42.374478229557695,31.18441874388783,0.3773808080385921,0.3801023361875904,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8414782323520823,15.07740213897442,9.286898583555772,0.9285568030727868,0.9527771540803716,0.0,0.0254679114096204,36.54673880623936,29.877641416214992,0.2843864280205457,0.2852885585101681,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.90008402689128,11.618028197584575,8.522004876141324,0.9678371701356971,0.968445037678874,4.0,0.0003107019570703,38.42817235509681,27.666188519586047,0.2703108810619654,0.2825026389324411,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8441747986670513,16.200436555015585,10.142522936616574,0.928031990536834,0.9537749901279906,3.0,0.1435384355324376,30.928281321885315,22.713420698365425,0.3865397381228816,0.391131569259541,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8518704232220446,15.746385450732928,10.21311244906687,0.9327310475109918,0.9584425876423496,1.0,0.0483698867546127,30.31565618772729,20.335116673922297,0.2819808396471528,0.3147370902759984,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8313307621606874,15.22631885815941,9.3166024267809,0.9243161905390728,0.9528125743940904,0.0,-0.0063396706836849,38.08507911129873,32.564572551312416,0.2800806051276298,0.2832193904362471,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8485761113680415,16.853328684846865,11.138973193024007,0.9317727939167904,0.956601558300721,2.0,-0.0197215165270838,25.48499405702436,17.815520129400625,0.2331291404256968,0.2157251703066533,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8955520195464945,11.21313284203718,8.00677019054182,0.9651171081945036,0.9631696865174776,4.0,0.1345765282190295,41.5143124342796,31.21748772839292,0.4758220016017932,0.4918522232273168,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8946030245412113,12.08785550843627,8.856103771143305,0.9663790221907916,0.9668409338830988,1.0,0.0001600932468517,37.10479179267488,26.06998422195337,0.2993692716816,0.2827734903857383,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8460826712601572,14.98193024633892,9.328185622188272,0.9317568616497292,0.9584493949117388,3.0,0.1166933896469167,35.60450596514062,30.83651171226895,0.3832220136337609,0.3817575174304838,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8918108909942078,11.953375511723724,8.873853591698726,0.966399782196984,0.9682103375025668,4.0,-0.0980877675408389,38.31897522513111,26.71589272569432,0.2280073129768745,0.1766346829723559,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8473573844582711,15.202349825468334,9.496032507438628,0.9304003124921448,0.9570370478635056,2.0,0.2214728828437572,33.59486637637699,24.592568783942205,0.4734992182555226,0.5079471011662229,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8285166640679982,15.306579917200636,9.445330736310302,0.9235019823348412,0.9541034049275062,0.0,-0.1249398940580848,36.87079114740149,32.53927328345592,0.3355417112210306,0.318626646766211,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9211938573447574,11.081801457976702,8.15937912422468,0.9757152156472018,0.9783818006379774,4.0,0.3957594978759876,28.30458915916884,21.02118325239203,0.6297362242457025,0.5831749834057784,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9213453451520396,10.83676862652548,8.080329310975166,0.976438998667852,0.9790402488864968,0.0,0.4759366001956979,28.8412867277919,20.865901727691995,0.696616710464763,0.6994887740803797,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9219753184969348,10.884794959093997,8.045811947683188,0.975630167804698,0.9765110303737318,3.0,0.3903479221159133,30.02014983195901,22.05126407727077,0.6353395531517212,0.6172171741727661,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9230665197917008,10.74417880990897,7.921740583443117,0.9761916261205272,0.9785274182791874,2.0,0.3842211349070119,30.94626838574188,22.51268323338539,0.619892592983673,0.5987773443727551,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.9232982752439184,10.85670501099263,7.976659959756529,0.9765144085577432,0.978956991352801,1.0,0.400756420858891,29.08677965879185,21.325082192373788,0.6430352906327186,0.5984416628439391,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.917163635418948,11.110253582145369,8.056658659905457,0.974934645865978,0.9785090275034214,0.0,0.4960350972531392,28.370604893727705,22.046626266959915,0.7099826244034316,0.6279697220912625,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9205908910356622,10.86461024057279,8.119858555449586,0.9760916822194908,0.9766961820711674,4.0,0.4988180410949869,28.415846044572483,20.310985309365737,0.7145304307189544,0.7005770987904815,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9187792860268368,11.092496139929718,8.073131058549901,0.9748855024263609,0.9780482028874372,2.0,0.4116531612295191,29.655768671669986,21.757792863510865,0.6442986403731474,0.5800663988119121,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9241017138654476,10.817829050564052,8.004933659795556,0.9766524887973764,0.9780563233357242,3.0,0.3843939952599656,29.273393065748284,21.397140613322915,0.6236960749803037,0.6178494385759468,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.9186083770637904,10.999594457341722,8.076818102610329,0.975530240723209,0.9775780275934496,1.0,0.484861716939695,28.715040303139386,21.42568763134324,0.7069605876800928,0.652384503628309,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9229087764771142,10.9125674716399,8.073034628264836,0.9761375940606294,0.9773761932158732,3.0,0.3896956740700998,28.995710754687497,21.581942444867632,0.6304979656019409,0.6002158656839435,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9206181261189104,11.107066953970373,8.15394382476304,0.9755031859404604,0.9776265415914968,0.0,0.4200118383429461,27.88039488993907,20.61991192631096,0.6514366737996036,0.6056988582731925,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9178667470569876,11.100626706029312,8.216373543710107,0.975200035752555,0.9770402699614686,1.0,0.481979112167433,28.41083913533318,21.2434342639596,0.7007952144146021,0.6782719126330053,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9182325333865384,11.020094371947389,8.13147068756114,0.9749456948839144,0.9772254050536828,2.0,0.4074663207370425,30.958995880785807,22.273944295305547,0.6434209133304336,0.6210061576475613,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.9192021316782034,11.122001916888394,8.127989581842629,0.9751817025161864,0.9777838605755492,4.0,0.438700249579965,28.18883105436281,21.13408245933421,0.6638009446616486,0.597549806020178,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9196792493460716,10.905763036735998,8.058373333503662,0.975766500862804,0.9790382742571192,4.0,0.4437254746553329,30.1333782221494,22.710251122058736,0.6763392369141944,0.6637259624045942,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9201441292503328,10.950537942575574,8.019826600789276,0.9754132176511774,0.977897425297356,0.0,0.4391618187838392,29.51194619169696,21.845474516820342,0.6688497135295635,0.6137800865312952,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9177114729811,11.043780506854684,8.14569315302811,0.9747560059730792,0.978158291140056,1.0,0.4469623317110277,30.025251426030085,21.74278271868345,0.6716771121094472,0.6511899494707216,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9230698680640832,10.732465746261797,7.9816976977787055,0.9766551571865528,0.977332961317656,2.0,0.4042337932250671,30.57509113944474,21.58288566344851,0.639415866581851,0.6709173035481054,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.9213242374064184,10.766541974573684,7.902854371253576,0.9760438823796892,0.9787846866512652,3.0,0.4393361541471525,30.551881118894205,22.790821578617187,0.6699401402743795,0.6514965252868191,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9217937390708212,10.886313047602115,8.037136284053803,0.9762215009082548,0.9786506060801494,4.0,0.4169628284926864,29.516798108132,21.672317747468966,0.6462947369505339,0.5957199445036373,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9238317352943318,10.566085707740212,7.864539373040317,0.9758554348746528,0.9774509352652412,2.0,0.3741489424209091,32.55023657005793,24.22811211790645,0.6142045811248065,0.5775338521879655,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9185605727437708,11.030562655201168,8.107592122402185,0.9749440192095316,0.9775399397019784,0.0,0.4467347628339302,29.59337270960189,22.251091270718515,0.6808828496579747,0.6599027114123406,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.9194787911483449,11.076465378259924,8.178620144455728,0.9759076635634876,0.9759719930897536,1.0,0.4762519405039336,27.6095366831966,20.63067677739358,0.6913460339416371,0.6396617629745395,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.920755325341964,10.978868303949463,8.121383274578934,0.975344026262603,0.9760390127103856,3.0,0.4379212967239384,28.74816776750555,21.34013445623025,0.6647135500787282,0.630692312131184,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9178003460260266,11.020804351469238,8.100251336308453,0.973978402809672,0.9752537515792062,1.0,0.4725818680157109,29.49035552508168,21.920498475714712,0.6940739307388294,0.6440115215606094,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9224726310428556,10.898816242889774,8.070241635456387,0.9756893376996756,0.9780959236370078,4.0,0.4374062352010037,28.3722569725331,20.939883461999617,0.664194336175021,0.6403658128503317,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9179008195187052,11.140415111698845,8.171520339062104,0.9744110160922146,0.976856140900924,3.0,0.4590725565239945,28.60229051574239,21.85657172772526,0.6833026049427977,0.6415978621846239,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.921179847571568,10.91268247918228,8.082904775305872,0.9756726783433892,0.9778841161937344,2.0,0.4517339485962703,28.82648454278292,21.231996852656987,0.6787954529836017,0.6355087890429632,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.9211954944013352,10.870469250105062,7.961036929720268,0.9755888421679488,0.9760865771429832,0.0,0.4179410074560208,30.12462579298967,22.26788975759017,0.6498265127945609,0.6208861523899181,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9196182974995328,10.970570617087992,8.032717945141059,0.972376361318798,0.9738989411326204,1.0,0.385321249185459,31.0107708761916,23.013337737564164,0.6304929105459752,0.5990658402003183,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9190012639690648,11.051203199182163,8.098597389520616,0.9731598399903474,0.9744793055175992,2.0,0.3810861665373638,30.6959216068396,22.166690071011185,0.6180535535638709,0.5879236322703392,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9146782779205308,11.311641889992051,8.267552961997884,0.9727516265058688,0.9740519382032546,3.0,0.4987463455755716,27.97133894514624,20.81600082206772,0.7167892738178256,0.6876176689221876,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9165754950807452,11.114995779264923,8.233673427510737,0.9745246107317258,0.9760648846868069,4.0,0.4225820231512562,30.71179302438388,22.04768750401692,0.6545320327652572,0.6452491184735426,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.9178187048702798,10.979420204471252,8.073914354329148,0.9729857044453184,0.9743165816866058,0.0,0.4180215832178456,31.376579277046424,23.4722322237478,0.6503867488012769,0.6240005985688041,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9145273534403838,11.149918971408816,8.236211781580302,0.9727573871631768,0.9742732168183528,0.0,0.5361525880325186,28.392995781913537,21.44087656853268,0.755420163063698,0.7139977727328141,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9139412767848156,11.289972054480216,8.268455229653854,0.9722580594868996,0.973228773322528,1.0,0.4512307054196524,29.930693668686963,21.571858299065774,0.6821402763759093,0.6670794201201705,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9173011904636328,11.247064094828964,8.180797071992126,0.9729002936789976,0.974228462043128,2.0,0.4088819211020034,29.173401205297363,21.53025840463863,0.6396018536607027,0.6231221828736082,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.9158891555868224,11.33115493831165,8.203114985489588,0.9725484506545012,0.9742401463920304,3.0,0.4872581002254337,27.297971361724084,21.25098548349564,0.7009592476188033,0.6536284164237776,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.916272598485406,11.2773862286966,8.277461950211139,0.9740158592024516,0.9759391575201958,4.0,0.442147627422875,28.718420214560226,20.996914059495023,0.6699973539232185,0.6121564746238312,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9144937362676092,11.253819442546556,8.324397257040944,0.9725593982350392,0.97317647297347,4.0,0.520807172603149,27.84596727901809,21.18164108538538,0.7277022872485026,0.691502296912104,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9152133358715902,11.353028678648302,8.311235331582372,0.9712774224974868,0.9714029817727984,3.0,0.4422026587578341,28.65979909127344,21.62705203647232,0.6746486249172553,0.6818155203106124,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9189990197294292,11.240294405852712,8.137853806696445,0.9734030230828046,0.9741712114763768,2.0,0.2963214496675121,30.480888345196544,22.39335136125151,0.553319630318075,0.5127920612243311,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9214280568240404,11.064165178605569,8.149003678612537,0.97388152244858,0.9744520773502436,1.0,0.3739543796396313,28.8259466548728,21.138152083965345,0.6116865317809626,0.5970224615839831,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.9169396724126824,11.145127216267037,8.187693060554507,0.9719413053213852,0.9713640938474352,0.0,0.4231192837048253,30.141509803559625,21.514020675017736,0.6515338451442112,0.6449031085864763,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8557713573018662,14.53785057497555,9.43344595482832,0.9391611583443537,0.9613192090623328,2.0,0.462028491984788,30.22030738781637,22.06755497625082,0.6915287226910469,0.6797525836454484,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8595905607146608,14.597032798904191,9.409664247015357,0.9396571606946756,0.96195949807283,3.0,0.3759504410095797,30.46186087002701,21.87484978304972,0.626895923423014,0.5988784853594178,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8481328458064303,15.321535688243712,9.680577198513422,0.9344238354781416,0.9595711616905206,4.0,0.4272561844338209,28.07166261644613,21.408799506721707,0.6699344661984719,0.6469200621789574,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8552114446278121,14.90927919956895,9.571298462782115,0.9388189278212028,0.9605210123303948,0.0,0.4262301451231888,28.45178829228003,21.102912841820004,0.6668860206378819,0.6458947485506363,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 1000}",0.8521487709813537,14.741961790191258,9.392483027867836,0.9359742654166866,0.955747575795118,1.0,0.4125452983233671,31.405093897800388,22.87073967914236,0.6433814920721261,0.6277240658819787,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8547614613073011,14.948083172238457,9.578202881488371,0.9385559477937666,0.9595736271538604,4.0,0.4431402855488489,27.928043167365043,21.47085079424797,0.6852756070411129,0.6151994585615966,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8633826913162526,14.331657420847591,9.338292479574005,0.9415259950173084,0.9640130292173544,2.0,0.3061868765209424,32.69274836245216,23.025082316855308,0.5571804580954672,0.5637298461209566,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8493306624637853,15.11109262595724,9.518579407917027,0.9348543495334416,0.9587351623368492,3.0,0.4036197760365837,29.787375126888925,21.392042400477344,0.6354294048820286,0.6146984958631003,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8581093216319002,14.588403058844886,9.33730993827353,0.9396861186150012,0.9650424686360294,1.0,0.3554386854326935,31.539265386188028,23.392410246186085,0.6077591066505589,0.6123019995375416,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 1000}",0.8501510500738916,14.805499475678433,9.367683711794689,0.9348189482049758,0.954936729164651,0.0,0.3915949219005474,32.22699464767175,23.33681747597787,0.6265735373967852,0.588811429295029,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.862363431271594,14.582145445125448,9.459218558350637,0.9420695252305914,0.9657749028650894,3.0,0.3911758703160124,28.903851532710167,21.609542803895184,0.635760239780899,0.6199514138501716,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8679986996106746,13.99853860861568,9.14751597222091,0.9451859307394904,0.9649146505889824,4.0,0.3877178298625359,31.50798686036546,23.237884929460808,0.6248426165023164,0.5918250228712356,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8581588041982715,14.54709334865699,9.3429557735046,0.9397302056854796,0.9607521138729058,1.0,0.4014731240945197,30.86349234015466,22.660750568774723,0.6471504782663275,0.6141086362753455,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8606068506374718,14.28742620309334,9.238411308932871,0.9403980172507652,0.96214303919881,0.0,0.3688350969753936,32.77325041190353,23.75792555521167,0.6085952423986587,0.5906435081973855,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 1000}",0.8575921040225869,14.853851906177836,9.521827467351049,0.9377253766387726,0.9626531162616436,2.0,0.3154851008906749,30.51894112858509,22.041668689395426,0.5675390388670214,0.5558975188252585,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8573241013256458,14.68888511121268,9.531509761495682,0.9401960997813192,0.9619831758464992,1.0,0.4678770066978311,28.34833176419632,21.04664739272152,0.7040845953012302,0.6686283955436473,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8568812227592129,14.503276128605236,9.388060645031402,0.9400332615692086,0.9629782293809932,4.0,0.4584596818841754,30.16779221942731,22.47183083211414,0.6876664050111418,0.6778630236274441,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8538139018181974,15.045673275557768,9.528299543291178,0.9359420828274704,0.9583512185348588,3.0,0.3367210626857079,30.065287853242346,22.11273944556988,0.5842044366044165,0.5485726612438518,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8606140954381832,14.619090252259166,9.423619538227094,0.9401826682269788,0.9609307459983716,2.0,0.3696176145956085,29.973281749531285,22.32169048635911,0.6137985294992175,0.5694764994887388,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 500}",0.8469315421321169,15.296899722562472,9.740087229789811,0.933758388467869,0.9559060763286132,0.0,0.4048158616066777,29.323518198039206,21.713090734031727,0.6492906633898614,0.6285421515174264,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8522588068495599,14.969307560418589,9.668918445586232,0.9381612826983308,0.9579227634471924,1.0,0.4502892906849036,28.555788157063944,21.153722296919096,0.6711357962143387,0.6072602854974285,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8475220840078818,14.968618474718792,9.479072984491214,0.9355101161569568,0.9589881042835704,2.0,0.4810921505185856,29.39017565513433,22.17177764279524,0.6946723049106933,0.6784278237025774,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8541535019862302,15.050399026550188,9.657050904856913,0.9373242958861072,0.9599073732516168,0.0,0.3859514184053295,28.737930192093632,21.323153566078293,0.6301128377073665,0.6076044621418122,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8635325398143214,14.274282425545422,9.200038988867188,0.9416641936780676,0.9630926408218732,4.0,0.3559576524603162,31.892870046015787,22.89994013303589,0.5969810273363987,0.5866327786295953,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 500}",0.8672214739810777,13.97472615139629,9.04713110406104,0.943390315678091,0.9660223464526728,3.0,0.3638036466542783,32.436010665689174,23.67242148695229,0.6047800741047069,0.5667186273499237,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8489579147038697,14.896886422046125,9.467122788874278,0.9342076315176542,0.957907520952304,4.0,0.4015572796926466,31.6320009683504,22.33986197966567,0.6365013075880901,0.621593502288102,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8566546452763756,14.510025838494466,9.290707253812398,0.9392955473984664,0.9646904026701204,1.0,0.4433652525963777,30.613648796857195,22.83510241182769,0.6756438288888238,0.6457344335137138,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8599049367024024,14.559424963447285,9.37302140130811,0.940740838606889,0.9607182533673576,0.0,0.4271426197126473,29.364514456077234,22.238139785593365,0.6565631488143859,0.5976396747810028,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8602785032127355,14.213914161478924,9.116628039486892,0.9402926024283876,0.961336682571159,2.0,0.4013796644338113,32.59368580859168,23.457140858999228,0.6348006769692827,0.6342176063010366,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 500}",0.8526160253165451,15.03135558179956,9.588797636165095,0.9355324976719298,0.9596762283017372,3.0,0.3777850568538788,29.79692661914631,21.86017285924837,0.6199600450692091,0.6316353414259234,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8574455129199602,14.808622666303004,9.518935357031191,0.9374951158823864,0.9600654137441458,4.0,0.2851566718671804,31.669260365276383,23.76555668828534,0.5465340168344752,0.5204099246046489,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8543146496511015,14.747653567652543,9.520845759114083,0.9379241245865414,0.9579661422286968,3.0,0.4336372807004814,29.94680918856999,21.83232051718961,0.6633341685984121,0.6501094635535639,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8646884449319509,14.356105126891078,9.467868423536745,0.9425654759863252,0.9648261243594176,2.0,0.3465694312070604,30.943340096083443,23.024995732474373,0.6025682749741477,0.6052368557175452,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8488452348163771,15.005737799028624,9.584961546208778,0.9347746291192154,0.9565887222815764,1.0,0.4428153757147014,29.86480056677153,22.03219505562878,0.675115665305358,0.6710351498320054,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 30, 'n_estimators': 100}",0.8497414325712502,14.911784825018096,9.484946489284152,0.933909476340586,0.9547553063229832,0.0,0.3874617156241545,31.653010490430265,22.63146595477402,0.6232351333906507,0.6038534465612384,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8479401475035937,15.28514914762278,9.846410899483844,0.9341701090232808,0.9575234744606788,2.0,0.4737537722767473,27.26795900671293,20.03453188861757,0.693051515754949,0.6809785776832623,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8539892630797028,15.081849886475478,9.581116253045654,0.937063595136834,0.9577532813576014,1.0,0.3690014216702857,28.93902511443713,22.15690264408954,0.6150989053369031,0.5908430193918952,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8548058910508091,14.574366561982645,9.4106927848694,0.9356715039741204,0.9599888364254576,4.0,0.3680391352808103,32.8480746189887,23.378596217796066,0.6099974404192796,0.6223929656757052,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8493511102744172,15.222605553673926,9.726762769942752,0.9357425020137546,0.9581500803887532,3.0,0.4598607845130505,27.542721184093693,20.783676328555305,0.6902935007596154,0.6625306876354602,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 20, 'n_estimators': 100}",0.8518431228443677,14.905899241558034,9.607977008605284,0.9357136841805926,0.956565520484416,0.0,0.404334475747485,30.462934817515023,22.191286293795983,0.6434936475683048,0.6350620051737339,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8568581984225038,14.530496291960226,9.558478670700332,0.939033213872416,0.9572901696490164,0.0,0.4181996356641145,31.06311248097268,22.90580182962317,0.6625648729765652,0.6524849378894767,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8501236002026752,15.070974682561523,9.595638544654308,0.935214558684154,0.9551723411417014,2.0,0.4333354199441734,29.04168255688465,21.611553296785534,0.6632205830041265,0.6325364312247731,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8646126210136982,14.299681850296968,9.488082386262311,0.9415228025245456,0.9601316688836872,3.0,0.2788746395281821,32.941097408429926,23.65343183982248,0.5578116783787602,0.513923743956072,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8471276626948153,15.32597979063279,9.90096197981817,0.9333397964300918,0.9555516318416324,4.0,0.4780451487302333,27.16279257377783,19.646102721102693,0.6989604347635021,0.6630256636001849,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},RandomForestModel,"{'max_depth': 10, 'n_estimators': 100}",0.8499845682778735,14.925327838523312,9.510675406513052,0.9354204982294464,0.9567257768599724,1.0,0.4405912970647214,30.00022662512002,22.74753334755721,0.6650291721462628,0.6021938044051979,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.413093431751787,27.365156829485954,20.54834043709248,0.6427276882835362,0.6208342217772527,0.0,0.2681569478413456,37.16574121046619,26.04081213007296,0.540565357286894,0.5613238823119252,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4561025317988669,28.11822283048564,20.51518186363468,0.6753648369254674,0.6315177507810537,4.0,0.2015739489567922,33.215581876043444,26.21624969474303,0.4731618468697692,0.4781119377580605,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.42352257806791,28.33584487680882,20.80290858469165,0.6507992258425832,0.6237935561987715,3.0,0.2924610744080064,33.432930396994536,26.647857118871315,0.5540156927645683,0.5844934343158668,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4021553839155035,29.56997901924353,21.84222672472783,0.6341694993091799,0.6150706754191287,2.0,0.4962516449196256,27.628807893204847,21.8091921508906,0.7063740011436532,0.6983449407351106,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4680565695715403,27.8350588753944,20.65697613853224,0.6841560221646641,0.6604837402813798,1.0,0.2836431165236206,34.48623249131661,25.987852812737053,0.5431121086049872,0.5459250143067639,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.3847363155320801,26.80568958985167,19.904441868758912,0.6203950659351314,0.5927016077200522,3.0,-1.808538621236676e+23,21578908120544.09,5179122493555.122,0.1278703080325703,0.6427237654731004,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4832712849454053,27.031436604105604,19.82360917941585,0.695537722728232,0.6523426036659504,0.0,-2.3162181417512945e+22,6159466184802.206,442794880135.9538,0.1027292427778044,0.3876965642522876,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4537955800683392,27.87716693706601,20.459403427818064,0.6736596444959335,0.6348543394492988,1.0,0.1476938115412964,36.27636858136849,28.67342532467532,0.4639674351698248,0.4697275042729531,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4576359333845304,29.713181319961745,22.178868065967016,0.6765260335897358,0.6591707733229387,2.0,0.3268684582245235,28.12843346229523,21.02598778004073,0.5798264996689981,0.595854134358525,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4628208567672708,27.38408303839229,20.43175337186898,0.6812274138258704,0.6425735644632979,4.0,-9.98878221304405e+22,13706919465066.514,1184097493817.2063,-0.1202137195796543,0.3370807633876271,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4018225862452543,29.0538174065238,21.555394760586548,0.6339077784981639,0.6075228880104226,0.0,0.1043468754540939,37.497355445217856,29.291586209362507,0.4739148789332632,0.5053322008688164,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3466851131908857,29.569858451074104,21.92942743834968,0.5888187266282072,0.5614526051450721,1.0,0.1352958161262587,34.872129707060395,28.72476532009229,0.4372395240519658,0.4064772769284078,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4099611475883747,27.189447161270643,20.269651331696217,0.6402921662533121,0.643740640221521,2.0,-0.1319915386088599,43.61448202907854,31.362003599967085,0.2616467832910296,0.2372090776566718,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4496500727473439,29.82932901320252,22.381207948585445,0.6705684484849682,0.6547051805250754,4.0,0.1643591902893726,32.018664129302984,24.440484141668467,0.4293411151501602,0.4120393613976973,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4559848828048642,31.608481781864192,24.280872798354213,0.6752764350082174,0.6737567292373295,3.0,0.0026966651222071,27.816158864383905,20.470374664460863,0.3256678464549366,0.3440578892165922,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4185885926187077,30.85186877405179,23.146384839650143,0.6485809732983168,0.6329851641112474,2.0,0.1815457918844469,30.3767219245031,23.23028697571744,0.4945753145457555,0.421522135506007,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2997671725750135,28.78601520836868,21.469514331210192,0.5489522906536736,0.5350768873391208,0.0,0.193690144036414,42.28153578947964,30.998892794376104,0.547062099105551,0.5374694947512895,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.037085437841856,40.53241320006118,31.92940912490651,0.4771811259629675,0.4766241554055343,4.0,-0.962052042202214,42.92389771062422,34.567540983606555,0.2782890955377788,0.2567839374598888,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.4277783806776595,32.12415822685669,24.617733679525223,0.6555928839282626,0.6487704581577464,1.0,-0.1417104525147385,27.30320624827895,20.488752620545075,0.2387290487764238,0.2442438188542299,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.1693139040280858,33.288635605603524,26.095791855203625,0.478347361429433,0.4918910599557741,3.0,-0.2085102775027414,41.05461705048927,29.8745490981964,0.2170394120775459,0.1887170604575283,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4476231050936053,29.1585038166061,21.419348740296428,0.6690559763194582,0.6556812795820978,0.0,0.3923235308388769,29.13645425654727,22.935968879074466,0.631423146314892,0.6015861488966338,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4337526515564602,29.36248336364872,21.9036173530837,0.6586084263556005,0.6412530403945591,1.0,0.4582866980909631,28.115143634983223,21.01674808945116,0.6779160039617018,0.6697016326356195,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.440841320830919,28.871615138776697,21.415903963677074,0.66396766241182,0.646525701391788,2.0,0.4252354699414259,30.215400327955013,22.393102786846704,0.6544335209308922,0.64698304842632,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4633639121058223,28.22273586756435,21.0925094362028,0.6807172123915046,0.6625144853935883,3.0,0.3483304250931478,32.51485788938192,23.1270784706665,0.5949850159720231,0.5971097577262197,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'ridge'},0.4577374110856015,28.71584058671331,21.27046138113464,0.6765722147156502,0.6547615907887837,4.0,0.3553184184075921,30.76984810008909,23.296124260864456,0.6047905540163914,0.6052324353216222,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4427463357215351,28.563227783959505,21.24440410958904,0.6654250790491629,0.6461599131807001,1.0,0.3986508090376928,31.693650113772737,23.477150684931505,0.6395436495433875,0.6268567336111318,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4171371200139184,29.59041950079242,22.17142465753425,0.6459015515450093,0.6355013542840918,2.0,-8.047594467885229e+24,111585889387519.36,13328749206909.6,0.2014230777576021,0.6487983265242844,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4600848117330449,28.761666326202366,21.229682363013698,0.6782982008385456,0.6620678324814558,3.0,-8.624153843033642e+23,35084278800966.09,2597054832453.6406,0.0831283190358928,0.5821889736310739,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.4530132938535166,28.670664044992435,21.490157534246578,0.6733807715150348,0.6560372795918185,4.0,-4.0267200017821004e+22,7882961001873.729,412613036945.43536,0.0774061799168106,0.594298544407147,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",LinearModel,{'type': 'standard'},0.442237066433169,28.87301288187141,21.384520547945204,0.6650439211409979,0.6427856444830315,0.0,0.4113164173395156,30.44833983372717,22.3338904109589,0.6447625606486611,0.6678048026971157,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4311958039293955,29.2665382464852,22.252634167801425,0.6566657849053146,0.6317201828750234,2.0,0.2381026362262673,34.1875800960718,25.050146873468176,0.5128121476445332,0.5172665114788771,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3986885203048176,30.628671040138567,23.18336327196761,0.6314243178197971,0.6196895681355378,3.0,0.3581548635582068,29.05161370251175,21.773672646491093,0.6058255940909812,0.5873800614891049,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4023480658254976,29.77915314278519,22.459387342350936,0.6343201842787202,0.6196606366820342,1.0,0.3486771955180758,32.525918218835415,24.248652431546475,0.5953000882520137,0.589889552175474,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.4110261280788976,30.06737570797535,22.645242989939856,0.6411239189662705,0.6265128384776137,0.0,0.3156863884416645,31.16877234556985,23.7428542685156,0.5684612981829996,0.5400133758881047,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'ridge'},0.3701070604201841,30.470234197665413,22.936942327137125,0.6083778650206317,0.5928025475194872,4.0,0.4764721463311332,29.49734612675183,22.01434149988233,0.6966219262642092,0.6948070663332443,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3581805028267947,30.799515751841703,23.31828767123288,0.6016999526846758,0.5933141651344725,0.0,0.3543355618604303,32.606303004425975,24.679013698630136,0.5973053067389542,0.5856608617722657,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},-0.0569966270864574,39.69999831527549,30.401198630136985,0.4240154078026688,0.4126204208383969,4.0,-1.6601657794381954e+22,5142612819529.322,269176657468.18524,0.0805436027551785,0.4279562067755741,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3857373111726426,30.83688079654416,23.140178082191785,0.6211800262491638,0.6044021591256357,1.0,-1.0079853353616631e+21,1167888361819.9504,61130070771.936165,-0.0807581668597988,0.5454806243592382,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.2574643404304418,33.61960019177496,25.930842465753425,0.5465012842532639,0.5234185329800342,3.0,0.1695145840791939,34.82815258277084,26.93580821917808,0.4830927233192509,0.4551797600501349,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},LinearModel,{'type': 'standard'},0.3899393586242844,29.95190118631299,22.94803767123288,0.6246545010691259,0.6028992939796912,2.0,0.3695049605789514,32.5176108302807,24.15476712328768,0.6087084673724802,0.6270414238615787,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.0034277872063829,38.60453049721286,28.363940938396,0.5273593442679495,0.5502175561691659,4.0,0.1198127661002945,33.760512720822675,27.4535983179377,0.4221609120077947,0.464992015791026,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",6.120526840902586e-08,39.48980532179128,30.57713142117312,0.0482057200354101,0.1041265503153341,3.0,-0.0229004356274753,35.8934672579182,27.57640207132716,-0.150129112288322,-0.092784687428458,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-4.473729104947921e-05,37.94388634291304,28.5907086082448,-0.007276040068307,0.0639729294537918,2.0,-0.1253146702398273,42.70672965196766,35.756104411022015,-0.2439338361650588,-0.1881661132005168,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",3.189161200212176e-05,40.293035308384376,30.82485035222038,0.4671659956187514,0.4610646407513749,1.0,-0.018474065448075,35.24400371455512,28.052219334804647,0.1202144426199863,0.1474191453302974,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-5.985163906752078e-05,34.29258988938039,26.98887875734865,0.4754340634619526,0.4572827915478559,0.0,-0.1116352336087866,51.83663036657229,41.28001135096304,0.532247554782333,0.5685840834063979,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0004973983259013,42.6909988507402,34.386228673481774,-0.0379232180185553,0.0919583078489503,0.0,-0.1136196928711053,27.55875818261431,19.654773878053174,-0.1415967022982847,-0.1293744906111103,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-3.506897746419213e-06,39.94065103058709,30.993107049168355,-0.0382491393989233,0.042779935389165,1.0,-0.0108597849129505,33.73907311725894,25.79302107427776,-0.3712304116636648,-0.3129146929986757,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.000628840001239,38.17386630974025,28.82847773005572,-0.0428383211377683,0.0605142837279466,2.0,-0.077423511239953,41.62654061111612,34.63029711526538,-0.217982067077488,-0.1023492529867726,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-3.924752350226157e-06,38.037289066774605,28.78794386167173,-0.0587314492009494,0.0212932401497302,3.0,-0.233310080073843,42.22230090379449,34.356623749743015,-0.3196034638207821,-0.20554879484716,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-1.318148890661064e-05,42.11921447651997,33.263454985974754,-0.0387579164947747,0.0472837131728683,4.0,-0.0471843871424153,26.657066138249554,20.271715581577457,-0.2114559750007977,-0.1313005625888153,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0002101678293999,35.32615271824753,27.97606875931709,-0.1852080136164159,-0.1167429569531352,3.0,-0.1240273042379815,48.16437567176529,37.04389744856721,0.369970494030362,0.3808109805376442,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0003292489707209,38.64384571008189,28.92065327999815,0.0985765752270244,0.1450582843192402,0.0,-0.1489171649968097,40.223362712211824,35.03800901549203,-0.3070661681886091,-0.2279885523958422,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0010701770435976,36.27573412713389,26.634987289301204,0.0182674264344583,0.0648712811338303,4.0,-0.7798904927684323,49.023523580246746,44.20465735741936,-0.3680188719282056,-0.3046326026522415,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0006108088737919,36.639597042751085,30.11248338240453,-0.0312744486636521,-0.0062099536840695,1.0,-0.5124769689500346,46.11993418195048,33.59065180738965,0.2426089796064126,0.2457994193716616,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0003079964589618,37.49487884739122,28.394757682093285,0.0396516043692138,0.097147933401386,2.0,-0.1296161777867344,44.14295368712556,36.4551206917876,-0.1873532908373689,-0.1217103464359451,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0366580270115615,36.25829728541325,29.46831375867613,0.3244919248023863,0.4592411072830036,4.0,-0.6958836503551842,47.08778141452672,34.49940532690716,-0.2536746574804554,-0.1350920718303778,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.1000221889166157,34.79283629990438,28.26853841472359,0.5518763891209802,0.5621374503634206,3.0,-0.530658777592296,45.95481933365124,33.24805267058826,0.0621531354208313,-0.0891885281255446,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0031100090979709,39.54718230567748,30.5577855805228,-0.0630388897845297,-0.092308793080402,2.0,-6.799572110072205e-05,36.16466849898401,28.200066800076268,-0.0486103306217974,-0.0224241119107279,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0055959794372326,40.440181839475294,31.1494181940846,-0.0161491291239172,0.1178258775759924,0.0,-0.0024516635670883,34.18296494936778,27.10236899582884,-0.4014450980050847,-0.3523226364262147,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0017194252151575,42.50886944885777,33.37353496152336,-0.0254642394770716,0.1321730750687215,1.0,-0.0025565747421627,28.92901496036157,22.436573351643148,-0.3744951517788203,-0.3108427888452199,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0005399295387948,40.37447716055556,31.096426984962843,0.0299273312382838,0.0659923766501168,4.0,-0.0011897268976965,33.38548613729639,26.549684315141427,-0.3514998840739518,-0.3149313576399226,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0003987843763961,37.12492562606499,27.6486824707113,-0.0203242638768583,0.0294786413674042,3.0,-0.414408957797632,46.91949027158836,41.50411784068648,-0.3886461719049683,-0.3556221761342065,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3882746695249524,28.760936084123184,21.176463400762906,0.623589687392162,0.6058025541642192,2.0,0.047893512382227,37.96369260690511,27.48917878501337,0.3145680650137329,0.1802669653202435,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",2.353405330612901e-07,40.09025905828811,31.023948295800707,0.1419650373510921,0.1526845540837002,1.0,-0.1132569839703441,35.99846447278313,27.668437735734585,-0.0625002844745279,-0.0116206060889421,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.4070413565436811,30.87758780851837,22.29500587903383,0.6505746702082784,0.6627256683981103,0.0,0.0109934608332946,33.808279111105314,23.77413926232721,0.3654610407451502,0.3873647717677357,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.2197782550690106,32.05915705892982,25.069571834346856,0.5210384795025249,0.5584204136898461,4.0,-0.1866555173522011,40.83405751770947,28.68872181398472,0.2970405461338711,0.2434422663964318,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",0.2863374426892112,28.82179503653872,21.210943520569508,0.5401400132602006,0.5082675115991745,3.0,0.2402766846025991,42.02060680001425,31.898384057172983,0.571112636730418,0.4886206091396963,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0014575587059566,38.36482435006751,29.03467447802625,-0.0304263922528842,0.0530670321865405,1.0,-0.160809784112367,40.68055568931108,32.99573296893549,0.0033776978966101,0.033604043177091,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-4.027517566695949e-05,43.43278727696305,35.0495794268951,-0.0266677593739961,0.0739596133536715,0.0,-0.0762673698920173,27.0442706407401,19.709910776197297,-0.1290635988293094,-0.1308474997792283,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-3.706923291546538e-05,37.72778539889082,28.501346648195955,-0.0671303983423035,-0.0747313573942829,2.0,-0.3135930894843435,46.81043951807588,41.128672594246886,-0.1743566558636032,-0.1795080751738705,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",0.2629149193328666,29.66589974902348,22.18238459590124,0.5542643511052745,0.5307105603315214,3.0,-0.1518705290619844,50.50346512206403,38.11942746727121,0.4095756824990079,0.5102859745660645,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0011132638181738,40.451616942502014,31.18702722407797,0.1436680647702603,0.1769820193871476,4.0,-0.0042752508099965,33.45011996616019,26.423108433414267,-0.303784022769337,-0.2605726508276194,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0004595044617492,36.5181093954566,29.518022709326,0.2158563952013222,0.2150270038236317,2.0,-0.4161462608760216,47.31093126222198,34.45657030686088,0.4297108480768593,0.4427286442792014,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0006670519757856,36.50372361888696,30.05409068057412,-0.0243123334245964,-0.0004585076044935,1.0,-0.6125599849164736,46.63382238397902,34.28533326215804,0.2863180458952159,0.2637667980257843,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0004822984525689,40.60386427818435,31.13910124869773,0.1397318186122925,0.1733934397788747,0.0,-0.0566105065090096,33.409293699558845,26.748831218612374,-0.2433936551836467,-0.2942679854495553,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0007698810498102,41.45866094695089,32.841506794835105,0.0028629068415046,0.1031194134888932,1.0,-0.1032038286451879,32.71389555870458,24.240223332647908,-0.1212466747775299,-0.0968841144791006,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0052137191970066,35.45388036949049,28.26583449369419,0.4468236389965365,0.460632628011898,2.0,-0.3157251894071273,48.83186198396504,37.449775912981096,0.2142219285910354,0.160938592381451,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",0.0022117489338291,35.812529207561134,29.081420135145656,0.3907624266207236,0.4256026722346577,0.0,-0.5690673150645613,48.58041983590042,36.26676859837521,0.0412716232118239,-0.0558828991345759,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.001684928990872,34.71104711328559,27.526740952074107,-0.0400188462534742,0.0191943978273641,4.0,-0.1295967356947382,48.49227372424912,37.730133072628696,0.3162695015154999,0.3085744361370447,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0025530163842351,34.724603950819734,27.34124105373837,-0.2118429994064749,-0.1395008182069301,3.0,-0.0709417304385426,48.85707860038322,38.357016937976745,0.4155165140416192,0.4127924831461866,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3344940368269264,31.457116248064647,22.6229836661587,0.5906449277162362,0.6022131157777616,0.0,0.3916503870300248,31.202287239852136,22.69611890185369,0.6340554895859398,0.625548770872904,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0004709662976132,38.31347240499102,29.50892140668059,-0.0391261848161864,-0.0015727099068725,2.0,-0.0138503915040557,41.244201747578536,32.445238427567155,0.042218058338263,0.0887969470659799,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-2.7485939479987564e-07,38.94644153784726,29.871982977253115,-0.0425865329713634,0.0407235130463097,3.0,-0.0017554659655141,38.635688724886286,30.70741479408578,-0.0024501396431121,0.0870725890465729,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0001011332020217,38.95912620033382,29.988444805406544,-0.0254753334208837,0.0164897546673938,4.0,-0.0112083827137596,38.59398693930129,30.16330006429593,-0.1150768920749329,-0.0266834686357738,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0013944873184261,38.26166757034437,29.40281718612044,0.445835570472888,0.4428619191603196,1.0,-0.0062830944728919,41.28747183536217,32.604391761675274,0.4866063174753059,0.5238218719641939,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0005351388985357,39.22459938851301,30.36922589121779,-0.0397694695235088,0.0140968500779206,0.0,-0.0008533889684354,37.54584920147415,28.82645328553082,-0.0901735087201337,-0.0084076610800822,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0012475191380754,39.1332499118589,30.15994334254853,-0.0501788264139988,0.0348122862703757,1.0,-0.0001688750612924,37.96185470176668,29.721149667400205,-0.0440870256511604,-0.0003071098844629,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0006855268233394,38.00664692890271,29.4588491393834,-0.056152307861921,-0.0223212096090658,2.0,-0.004272717856643,42.31506317840358,32.563913245214174,-0.0326791750434354,0.0376742838125891,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0007242459474521,39.15919788555785,30.13844868730519,-0.0474524023754063,0.0313315563949911,3.0,-0.0002039158645537,37.7946246391987,29.70339020611489,-0.0591309340243942,0.0044277902661117,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 64, 'num_layers': 1}",-8.205854018283887e-06,38.11809637864806,29.76248738463938,-0.0537286052068201,0.0101024075711167,4.0,-0.0068021331258234,41.83949519893944,31.2155342658056,-0.0409980117335675,0.0627166917640658,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.000165847886854,38.91726141521793,30.02201933487148,-0.0147111070051394,0.0225470684434779,3.0,-0.0003702876833393,38.75057126403831,30.09980153039384,0.0102738441490187,0.0843697122039849,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0009556260325951,38.76080427077755,29.83383636338744,-0.002232401622781,0.0700869819181333,4.0,-0.0137193724852835,39.59244132221256,31.22518119498475,0.0246886185854552,0.1088276140011454,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0001909799242605,38.03842183395432,29.44145453748311,-0.0445659936320606,0.011551963396462,2.0,-0.0057034965974589,42.15903998240284,32.562042068690474,0.0450652630596727,0.0694288175724745,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0004061272688651,39.37399610889872,30.288191812280104,-0.0231157605435789,0.0386813976649983,1.0,-1.793243525827215e-05,36.88459143734866,29.092234852411977,-0.0232772034460079,0.0128011289365622,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0002084370665327,38.86698960558312,30.361552984159285,-0.0075821118252038,0.0630147229220651,0.0,-0.0225192050938056,39.11376399139252,29.02889068854345,0.0826106671450651,0.1202381005392817,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0004523356048509,39.22991593186012,30.144487012366728,-0.0439984828981105,0.023592970084466,4.0,-9.60674133327899e-05,37.50068440307426,29.680291789851776,-0.0625816462606971,0.0305645175199693,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0006435171564767,39.09914694764175,30.15162305377281,-0.0429190870759456,0.0083412959788078,3.0,-0.0075817289309889,38.14596227935363,29.82365601840085,-0.0584049258997635,0.0358596620118649,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.000766680754479,39.609397732826594,30.392590208811303,-0.0151407825279254,0.0359245892828555,2.0,-0.0081720179529518,35.83511914587885,28.6154049118251,-0.1117063290830776,0.0085102618208179,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.00022641034114,39.273778077349405,30.190852231169405,-0.0530841419076545,0.0088480507865044,1.0,-2.9085844129639327e-05,37.29236343155133,29.44512056199165,-0.0405469178480556,-0.0537682004797339,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0023102302288218,39.071090058863405,30.09552774883949,-0.0420495007152601,-0.0024997310608758,0.0,-0.0028161951296543,38.35999344980699,30.18763432374719,-0.1021279831354766,-0.1510026656040779,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",9.722894649422108e-05,39.17308273781841,30.567962973189683,0.5126012833254394,0.5204163734476759,0.0,-0.0101753254743242,37.76569695106083,28.05917292555717,0.4099288831974039,0.4018937899095063,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3494238064712499,30.97402722452954,22.137500206930994,0.6073213511531645,0.6054227521090015,4.0,0.3228324318586379,33.48989528648438,23.62917426591377,0.5986213410974034,0.6098612371963766,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",0.3475042098373959,31.40669130169668,22.28778095719096,0.6057694821204584,0.6047511508477305,3.0,0.3267975487504707,31.82618662890448,22.88394778828425,0.5822433497276704,0.5953358107348967,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.000123884398357,38.2448220295389,29.74075212943717,0.4118042729642355,0.4196298392521769,2.0,-0.006162379167121,41.39774101146762,31.351843384625163,0.42323151010137,0.3785355216834903,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 2}",-0.0002895625451539,38.69222535557888,30.04159918756354,0.0205528816220722,0.0045336885298674,1.0,-0.0006084855613202,39.67061816558592,30.08846708198443,0.0816418947971234,0.0682301511289496,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0001909518150036,39.29055706986788,30.53439602598425,-0.0164037815446761,0.0893581465602652,0.0,-0.0027334223261044,37.25453548599153,28.138787818386128,-0.0689622585977224,-0.0550300318896316,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0012057022795326,39.1267172040846,30.2725806205436,-0.0583163623670212,-0.0746678531223835,3.0,-0.0129143230136314,38.14273445230117,29.49281841288527,0.0142650013524726,-0.0384949939618755,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-5.82030573861303e-05,39.60531050736059,30.58451232920608,-0.0661559219725693,-0.0840558536410273,2.0,-0.0020361911849176,35.84988060459018,27.815270831382435,-0.0117034701831897,-0.1488546619020887,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.000207784028293,39.0520381291764,30.288320237146667,-0.0224701199629319,0.0674164012895897,4.0,-0.0005501962253999,38.226137985362094,29.08544824385969,-0.0530782583854861,0.0050839478316622,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 64, 'num_layers': 1}",-0.0007813104914045,39.61811116320416,30.62993961898595,-0.0328739625538534,0.0256011686424318,1.0,-2.324687886079424e-05,35.84333776049322,27.76276312506689,-0.0124850229333035,0.0358936260088404,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0034708108678631,38.26209334330067,29.687472951915165,-0.0429566785959345,-0.039280846264921,0.0,-0.0057434587999476,41.63005071297401,32.01563287102686,-0.0148506156355865,-0.0342820174448021,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0003734712946963,39.00419962124396,30.13594777679443,0.2721321380675867,0.3036354300510256,2.0,-0.0300889786893057,38.42792632288466,29.563410869023567,0.2097799822537723,0.1353496687278432,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0006583635195229,38.70319314730046,29.79609367966325,0.0343963828939064,0.0481486483719674,3.0,-2.959360611454187e-06,39.636068619100286,31.088600325492965,0.0632301012004193,0.1321312471508578,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0004386382186321,39.38447370424431,30.565731254264104,0.1279165734591595,0.1595175246444686,4.0,-0.0006014755050089,36.85766484021588,28.017320578797225,0.1182081192033819,0.1141932828171074,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 2}",-0.0001355182097007,38.8446477729842,30.248422867657386,0.2628808522711642,0.2532887386094644,1.0,-0.0044267517890268,39.038203320479845,29.15252172935173,0.3148226713341351,0.292665322753794,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0001772787338638,39.55550533030642,30.31796447513528,-0.0323730989396812,0.0284556004447331,4.0,-0.0035579891689916,36.06870561611007,28.88849977885207,-0.0472064667214044,-0.0289358429707901,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.000149719054082,38.82031407355778,29.907008453369144,-0.046374169911754,-0.0729867724008973,3.0,-0.004550585024285,39.13494287759712,30.519030753775823,-0.0675448552438208,-0.0655333981848093,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0005038774690528,38.6474930734529,30.177588598381988,-0.0052243195113094,0.0507225981822674,2.0,-0.0011467438961485,39.87018257013546,29.597180689563487,0.0370193532474898,0.0542251759656899,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-9.780480247489898e-05,39.37883486968639,30.360838018861536,-0.0189721372964318,0.0137411114115966,1.0,-0.0011049867089258,36.83414765946,28.7247475368552,-0.0522707029372301,-0.0552867882738833,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},GRU,"{'hidden_dim': 32, 'num_layers': 1}",-0.0001664372917569,38.871575345942986,30.11080519396638,-0.038279163366464,-0.0489820522200251,0.0,-9.966867727406736e-05,38.9442150342752,29.77193361925099,0.115839495815226,-0.0022874572132435,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5392779424853729,25.750832466553184,18.987799559217603,0.7443248605103134,0.7014276267749282,0.0,0.0327445776748671,37.976470565791885,29.23589774268014,0.3918710148527636,0.4404327326165879,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4898878766780385,28.43812423574564,20.922779641629127,0.7009541422112946,0.6754594820887838,4.0,0.1888135798289126,30.932830867867786,23.41793266468792,0.5166224845772371,0.5107307598416094,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4184237427852835,31.162261957801743,23.495758656296616,0.6498903132799372,0.6456373942521948,3.0,0.2467387690560771,28.21771243640181,22.311713140254508,0.5465746737119952,0.4993100487171774,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.343216416336308,28.277509986832165,20.604574792460205,0.5901857114557033,0.5832333223574646,2.0,0.1932212625718739,42.45681421317435,30.48380078359272,0.5871802094444956,0.6068043842990798,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4060571881875578,28.06427124965668,20.870327242182054,0.6408949199139784,0.6074455855944937,1.0,0.1759348605949962,34.73838736945913,27.786142057857106,0.4255492129928724,0.407389761391407,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4832749153598272,31.4569105303489,23.630064913596826,0.6972718298568835,0.7036475145490364,1.0,-0.1437473982343355,26.6093418809898,19.854292466168243,0.2045053982748535,0.217840554166605,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.513875162168619,26.98672825792259,20.287519928831856,0.7364185750555292,0.7084555091343114,0.0,0.2086253734595085,33.77037754859694,26.412073628548345,0.4864569300178125,0.5029828253332278,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4593669621332061,28.10522125670788,20.06474620989953,0.6844849322229603,0.640295831238214,2.0,0.1556133741786675,34.57063574366025,26.90596893562461,0.4273207585396872,0.4164358117070374,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5351998670013254,28.05084089312216,21.27133134169686,0.7470657780520529,0.7433256956217292,3.0,0.0571225496162264,31.090445423445548,23.802758693136347,0.4046874070588654,0.3659604031208155,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5250325408568627,27.47493323739708,20.630014092715754,0.7312454430657227,0.7058017548849596,4.0,0.129736090464724,33.243196331338034,25.18701516937941,0.415420922839705,0.4316040974966957,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4310451474028171,30.36468845620282,21.92466756665098,0.6630911907813446,0.6559028113286637,4.0,0.2535767108237645,29.16626914399496,21.69804397238625,0.5318396528245408,0.4886824891419281,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4776673753098642,29.61288028953545,22.220586605599912,0.6915230736305773,0.6885748625929273,0.0,-0.0785528535777118,31.3075177671434,21.949051101988395,0.2398741590623576,0.2697684116423017,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4348768000843181,29.493080835351595,21.734748902081204,0.6598717368991387,0.6369574387011174,1.0,0.1556591078794345,33.767052513134686,26.325372392460256,0.4103258676297198,0.4374472133099521,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3618350552423133,29.094552180206005,21.435066558605456,0.6017650074337064,0.5571604400851208,2.0,0.1711446553507281,34.815021042842034,28.803058273259985,0.4525514725852071,0.4527326128443436,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4450785246067,31.70762225437829,23.872133527647943,0.667448112440395,0.6679411076618367,3.0,0.0034121376946093,25.51282594499988,18.6515609956888,0.3129334342369909,0.3217890544600892,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4399710344442791,27.787513817002225,20.47556445344773,0.6635944017931625,0.6247998522023834,0.0,0.1694143355773391,38.78118256054759,31.1776191700288,0.4147955873757865,0.3856623066678697,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5084991546714295,30.080686894971727,22.33703553425923,0.7141177250724142,0.7226951848297296,4.0,-0.1512009804888889,27.257468856741003,19.68169975579118,0.2631079299459665,0.2866052203109627,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4642193262708568,28.41473778571125,20.603541721143703,0.681611590768856,0.6492868935188091,3.0,0.2936978306741626,32.51701616427832,24.868755116750748,0.550417360508107,0.57699528566577,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4582302624339835,29.3320531205296,21.637209682679657,0.6778916769832601,0.6648037582233356,2.0,0.2856638725620228,29.530680013421435,22.1138149301524,0.5566293358106856,0.5358349344113104,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3917171059672897,30.765409594704494,23.000235947210022,0.626211986608044,0.6160466505694036,1.0,0.383032094000467,27.392537101627536,21.429547036444216,0.6447154786225477,0.6290706454625294,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4168994320426649,30.451040891410987,23.1388533588654,0.6524003405635661,0.6331874816182128,4.0,0.1479509615877118,32.98115770808194,24.898097862193456,0.4431485726168016,0.447512399141207,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3496064695328775,27.79560395112494,20.687500535662213,0.5987611302162111,0.5538983570279956,2.0,0.0644090940512061,44.65418439707147,32.89035884276534,0.4966594545415356,0.5261947082108109,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3188897889468722,32.8672450847361,24.3223402352716,0.5858128230956641,0.5785875624661426,3.0,0.4089557626291111,26.16338978220567,20.327183150448644,0.6441760660322018,0.6165796590972434,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4697326957326158,31.18061256165171,23.45510627067834,0.6863423773406836,0.7003703319995914,0.0,-0.1917438182104958,28.583534387154977,20.663952394258,0.2594447158999323,0.2910829354167521,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3974965441667314,27.26484980798154,20.101335235174894,0.6327356773616084,0.6130310183794965,1.0,0.0633740603784873,42.15637486412215,31.320844655382004,0.4501839563197727,0.4497590188904999,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.438838645751338,30.393384109885865,22.453820111865337,0.6625360236780697,0.6420018462429868,2.0,0.329592041552584,27.237763355674417,20.64411684823088,0.5842627830044047,0.5855994988895253,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3984971031623284,28.170417281890696,20.68046181847665,0.6335416595988936,0.6095647602634959,4.0,0.1908511631960946,32.99906371040143,27.240870663935183,0.4689683583463747,0.4305496017608828,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4526769521389771,26.3516527126868,19.50823909178451,0.6743872405242592,0.6673783209422219,0.0,-0.0966026320506847,42.38009115511484,30.52460853534341,0.3391978611408957,0.3279272125737323,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4142537393857379,29.8118263739338,21.90841264941953,0.6457610288754265,0.627233731111167,1.0,0.4013939836489971,29.12360682613683,22.30929634434396,0.6417167945558969,0.6218116204446943,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.534247330673167,26.64543029326547,19.41857478814396,0.7315712971353139,0.7100878036829387,3.0,0.0054202891880298,38.12806940933137,29.3213381726814,0.2437976816003001,0.2503096890542397,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3920948126083879,32.66285280636661,24.384276532137587,0.6265161483045255,0.6255271244558603,1.0,0.199740756106916,25.74770173686689,20.535128845284767,0.5297089360419727,0.4910151730453658,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3645638138931857,29.58617832871206,21.87323276306643,0.6046061616644363,0.5563719860456215,0.0,0.1824288048061724,35.87133592030395,29.276262632714136,0.4529223544870401,0.430216301203114,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3553626104761408,28.81424914170848,21.53865047560077,0.5978311622827346,0.6065024906055196,4.0,-0.0763270977781085,39.950546914756806,28.049973286176584,0.2564451103200453,0.2680491574395839,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3694278199883821,27.43226078821838,20.316014913918472,0.6089198159906056,0.5867935320989045,3.0,0.21405982778677,41.20082960989993,30.213149671363315,0.5444474647522952,0.5605658547562505,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3629238510494885,29.2845767626556,21.509555815093908,0.6042080705317233,0.5768902758943322,2.0,0.3606643813749879,34.433311972368045,26.107334031038828,0.601834361642507,0.6289657811567984,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3592041739086762,26.80709734336613,19.661283571530028,0.6002262661566125,0.5956722737559144,3.0,0.3241135784619255,41.36628904840057,30.65061793779488,0.6471587714532332,0.6616675845889796,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4530771428741091,29.3405194780848,21.7523858572734,0.67412972765222,0.6557026484853707,4.0,0.2540134676271315,31.37208579758173,22.772138902552992,0.5190005915586928,0.5271044918608965,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4843391864218694,28.25508027374196,20.653062112214336,0.6967898644364404,0.6799505239472708,2.0,0.1834309607847356,33.78241802372951,24.88185408778082,0.4658227576145398,0.4770853612166681,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3941628560883448,26.81038400699144,19.966211072022283,0.6283127892290142,0.6188981090064127,1.0,0.1839982140648519,41.19887128580248,29.66800178889305,0.538663696507163,0.5248427288167611,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3683212262002472,28.385997741504923,20.73724749332896,0.6073283252429796,0.5825760915568436,0.0,0.211050225361228,33.75900673941383,25.98763291000188,0.4594491414094612,0.4887443983991211,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4709353708357511,27.23033977137707,19.882711938784624,0.6863900164020946,0.6362866909671289,4.0,0.1539281916800812,32.926496277364755,26.06508763145569,0.4211578753239019,0.4041722604918403,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4921836222063317,28.736460999852994,21.22282591951399,0.7017565591642004,0.6768340318141722,3.0,0.2337153392793703,29.08156178231821,22.21305221737885,0.5449623812525574,0.5477769713677576,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5390833920429314,25.35915144124709,18.463257512789973,0.7357988251403114,0.716204367968935,2.0,0.2589329063058226,34.66511711381996,26.32689633225582,0.5541832546018873,0.6018733795536378,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5152620313135639,28.720464244137208,21.362711296382013,0.717949938578807,0.711209467412068,1.0,0.1691372956785757,28.49001158547017,22.052593967244643,0.4841573354820112,0.4249719424514145,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5897712914123407,24.12417612119248,17.47628474942152,0.7690548069956002,0.7290577122388622,0.0,0.0492668709171724,36.08579809398673,26.927466004761136,0.3572960187590271,0.3751956789631064,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5999967621953763,27.601232476229733,20.156117962854044,0.7753136058080763,0.7808790107002238,0.0,-0.1773980635166197,27.278062869981635,21.316997539493865,0.3457093632760495,0.2801585347742119,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5552731684125798,28.787005973742293,21.650939385425488,0.7478218881934717,0.7450005260571416,1.0,-0.1721658313251797,26.46021417658028,20.01256193990925,0.3240780790221701,0.281302655136432,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6050951794502037,25.609057110399583,18.470228186564075,0.7824366298477919,0.7809628619173024,2.0,-0.0727179606689272,31.692332580543248,24.0764943691074,0.3204316906135712,0.2726927836299344,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4503040127621571,27.988263007245187,21.18032156128353,0.6716156687274224,0.6839595336993686,3.0,-0.3629763372813501,41.589212636943934,29.326600381796705,0.0621217532073256,0.0644051610173764,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5216717948546705,25.52344825493808,19.08994763199123,0.7300530383049033,0.6632429227043364,4.0,0.1138628510313521,38.447307166019314,29.74179686669222,0.3624990078819302,0.369288474111314,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3413070508286457,30.7074650934639,22.53234980499174,0.5858781515971381,0.5296170053823999,0.0,0.0848866691434452,36.5367916147333,29.150819161123948,0.3145598467136744,0.3015188484257299,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5810533283486591,25.68001820316648,18.94658978434269,0.7625431840015822,0.7443895904455926,2.0,0.1033251251804828,34.01938900824287,26.858550191007208,0.394939948518605,0.3397698676592209,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5549201366263563,27.619210865739973,20.62060079420801,0.7452429105776706,0.739276844949938,1.0,-0.0961021423732817,30.13286905098425,22.023278866382352,0.2071352729285109,0.1845415452351164,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5764423355652522,27.851427941529288,20.79701285942172,0.759309207579052,0.7614078481577955,4.0,-0.2528592134042686,27.14666659860192,20.869265323392035,0.1592452826695753,0.1296049276547791,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5034139371395187,28.54776081126898,21.341030747335505,0.7099501927215692,0.694341885185261,3.0,0.151558919910246,28.830867830568884,22.12473641954048,0.6494116108492751,0.5446837058312669,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5944952205086247,24.026232224731707,17.22600895961126,0.7736228604398478,0.7436505915931442,3.0,0.0353589684182444,37.43221813290294,29.16213642905358,0.3465807323323933,0.3536786582229906,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6143702932444788,25.53912423204749,18.63143454941996,0.784916201563558,0.7860690550992335,0.0,0.0036539890797643,29.947404380334497,21.533880058979165,0.2732507595630462,0.2708130842069143,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6002758761061978,23.902343848500724,16.94393808048711,0.776540953035882,0.7562491987883344,1.0,-0.0470510092075477,38.13536240379455,28.84197521287404,0.2855165403827971,0.2862258893411359,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6517053281347405,23.948318443441494,17.219310065636268,0.8099270564332792,0.7941611754560204,2.0,0.1425443800207637,31.52556995450782,24.413337141182307,0.4157605846502751,0.4176678693439205,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.5971492504867347,25.569455384242342,18.859635582849887,0.7759439279639858,0.7621722060505816,4.0,0.0920785526257493,32.44453516394144,24.370376379500787,0.366798086854281,0.372861326835162,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4717326920136172,28.72229696620411,21.147435210493484,0.6887646682047042,0.6764103638482287,1.0,0.1903217427105213,32.531725816881874,23.825704286122868,0.5311863274636413,0.5501002078465834,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4451008586208778,28.42786083945056,21.33403085577647,0.6673775469043893,0.6868005087946542,3.0,-0.458713044531214,42.21426573183084,29.76891034545898,0.0426053634906641,0.0707085639664554,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.296561103154685,29.406569914816444,21.55817456323151,0.5543458871175806,0.5256990135594813,2.0,-0.0228838594626172,46.29988446194373,34.732194428192024,0.3911054613826783,0.4143228687032902,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4989629104526315,29.659109180191287,21.481362629163574,0.7110935060101736,0.7186643190150218,0.0,-0.1434488093996864,31.701550111939504,23.800570382978588,0.2721485383011759,0.2510267324697657,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4582589565563305,28.18244247504696,21.21301299947843,0.6847550447274657,0.6441620967273899,4.0,0.0460149083653356,39.64560553478911,30.39390333565256,0.3504835731102036,0.363331927878911,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.547822058203227,25.386655850645223,18.358171798682385,0.7402960287109861,0.7000461915544559,1.0,0.0786385059564505,32.63854589253125,25.28873361553768,0.431637255340552,0.4353179096622165,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3840087697632874,29.80828071113138,22.337973497132403,0.622715781064432,0.5928381478107467,4.0,0.4087585711607652,30.69308493242321,23.37085439351432,0.6443134552676145,0.6442560815134659,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4925981748970076,26.57346274758466,20.15542176724452,0.7110410313236321,0.6602767180744046,2.0,0.1843282291516027,38.219883218899405,29.280680956691924,0.4461916428300994,0.4611319261850855,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.2977269102090408,27.530966398507307,20.165217120497243,0.5509611900879712,0.5379684653817048,0.0,0.2122651630510693,44.37507489971496,33.07765945773512,0.6005169827896257,0.6267821714807225,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.389238050855434,27.503020201161068,20.24369541988544,0.62434146436278,0.5958670780852161,3.0,0.0198149704123579,43.52984406436012,32.52612804691657,0.4443061882963875,0.4534603441639546,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3157155388359572,29.73988629909706,22.23741114736924,0.5633151684019239,0.538578049549066,0.0,-0.0484116364201339,44.01219097199657,32.32202188590419,0.3390264200525634,0.3591228921706965,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4554360160049696,27.155853018937787,20.22030076924492,0.6750561813129361,0.6308808530167886,1.0,0.0717170997933575,41.61136665533614,33.21635945664665,0.2999065033096407,0.2847926134488441,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3622944980267774,30.84330510921173,22.912718570815464,0.6026232562355297,0.558635520504309,2.0,0.1481494264388851,33.28298588969959,25.640497211140826,0.4398020460541693,0.4567741098052095,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4995111908926516,29.769172197842146,22.212300274000008,0.7079611268622198,0.6875984348085401,4.0,0.0189207751946709,31.343672561181112,24.18070853675358,0.3437683636341408,0.3185299509731302,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.2728342601251523,28.829563131579825,21.337052649404736,0.5233604525568382,0.5130029278052908,3.0,0.1967612402672859,42.79676527089345,32.14985926939483,0.5155025976772728,0.5089474018607972,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.561946041575904,26.73633984043056,19.65761784853592,0.7512974558405255,0.7403209832496682,4.0,0.0349791756277562,30.943591451766068,22.28968834968993,0.2737840302823454,0.2540902121888206,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3766312376501393,29.58154413036923,22.08399290130346,0.6139640554155474,0.5802666938643065,0.0,0.2376109561630955,36.23981408786951,27.7574422692246,0.4900555627937639,0.4988201544888211,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4985585962901836,25.86981754733068,18.555334006484344,0.7087616794921258,0.6789831363410386,1.0,0.1313659114532269,34.657836174787576,28.31685437598085,0.4051799434610545,0.4068966227844677,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3548237458092335,29.031094785324587,21.52801323491716,0.5960428944313041,0.5472874757661872,2.0,0.1009182246373311,36.60774939921093,29.576965703333368,0.3466437917410233,0.2948312717875056,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4603505065310888,28.084217869724142,21.331763880677087,0.681785342516668,0.7098418170447864,3.0,-0.2332155820931616,38.00117366985496,25.94646947469253,0.0521420119562683,0.0551191915102476,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4126230342546194,29.91195534297588,22.30556204788652,0.6428321296523936,0.6356087068481765,1.0,0.3233544588268631,31.485563049090807,23.7886966395966,0.5761464805074737,0.5578255624115752,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4648397533799235,28.484758423594748,21.14843395504601,0.6864579491328011,0.6621566297361073,0.0,0.2849841919069314,32.612891022072795,24.587222510896314,0.5462669562812497,0.537009942715105,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3895731996766758,30.03790979218021,22.88851504876516,0.641410006093301,0.6394757175743275,4.0,0.3689756532149493,32.14747023262647,24.040316389005472,0.6122529222526982,0.5804586124377205,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4102754797923459,30.285100926582924,22.17008452872708,0.6431235322293558,0.634247733263568,3.0,0.3502274498296337,29.477891175407304,22.58292305302293,0.606598982914169,0.5610200706055809,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4087347789181027,30.142273499957152,22.061870029129395,0.6467065010112265,0.6152983128479131,2.0,0.3475777315516045,30.36098893299821,23.03501748011864,0.6025746019245459,0.6086848770572544,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4108913414684921,29.97079708290352,21.82147459306456,0.6494602160256948,0.6350252952046233,0.0,0.4622266744256067,28.0249675015246,20.251433700953445,0.6889765196307855,0.6702032411937884,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4439025567869189,29.06568593161056,21.421709809730416,0.6662705748219452,0.6576363499572393,3.0,0.3840036431836134,30.10092822097614,22.6020496865066,0.6252747127602457,0.5952826933266173,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4891554275425248,27.773391622378977,20.92655206708059,0.7154548131342378,0.6985178464848264,2.0,0.3633004605620104,31.091672404006925,24.12463346402939,0.6352458492860504,0.5988818089162211,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.4510678292609461,29.24635912305672,21.54267186706524,0.6719861331526849,0.6603090517600466,4.0,0.3417089620125888,29.53815769755485,22.30142261714151,0.5912922336118642,0.5334282339296316,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.554342809726205,26.02978325950496,19.3445322049152,0.7471915173594736,0.7229232476452573,1.0,0.3251288054887772,31.5759238011052,24.52749376810332,0.5989773316888118,0.5469545862790482,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4260712114429655,29.35721858697425,21.77135380078996,0.6531971609035417,0.6423843522451175,3.0,0.3842213048659342,30.92223882717481,22.680459404403216,0.6199797689329152,0.6176886824564319,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4025406469398923,29.834267830560457,21.978119369828537,0.6363920001922626,0.6152246107203306,4.0,0.3975538010258616,31.050101686674484,22.9529387390091,0.6341204993597198,0.6290033518051631,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4309975001809935,29.488443382822457,21.78226488482441,0.6581816227935793,0.6350832352706997,1.0,0.402643866508509,29.374851922455782,21.61099865039408,0.6356641108440436,0.6406291331160542,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3879062539254797,30.5184409017048,22.835783943155043,0.6231004096111742,0.6011583418145856,0.0,0.3478232054196474,30.94887175175484,23.639834063320944,0.595578147057562,0.5836857905343751,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.4176652020011253,29.81946649361109,22.28846223491185,0.6471604382666987,0.6259130697089538,2.0,0.409175733836539,29.2762519992899,22.74805890266209,0.6528463384976952,0.6179037222972238,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4428296745672078,29.22505695184086,21.89574503907745,0.6664471715782943,0.6493945822500524,0.0,0.3814658746914537,29.692799750309945,21.7596131592842,0.6215747403729999,0.6088838246636007,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4197565211402158,30.00368531173022,22.3092074742056,0.648972278140359,0.6293433035914934,1.0,0.4307295752867217,27.64064404667316,21.213494105783223,0.6591445498767141,0.6444798745168802,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4227856588999175,29.414655387120444,21.83526347038517,0.6506535502731932,0.6356546006359728,2.0,0.4524502085345412,29.2601397054716,21.57728251947116,0.672795016099927,0.6594437818549629,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.402601797200783,30.03805503953372,22.75848509569364,0.6382171307906526,0.6202576408821748,3.0,0.3902087071675758,30.29601796079173,22.71345047894244,0.6339697599318806,0.6195630416971026,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.4600260400432295,28.33436677113579,20.88057089363998,0.6787428053638217,0.6608004335338151,4.0,0.337088683249143,32.61466061873428,23.90467002051987,0.583809891534527,0.5730317659914224,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3925863919647377,30.389593867535893,22.51235710342453,0.6301273958075116,0.62018273159458,4.0,0.2589209197433412,32.91720992577746,23.96250234768489,0.5460129990424154,0.5130639256865176,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3857088166177514,30.641561253529154,22.86962282121268,0.6255329699243939,0.6059567843680368,3.0,0.3326881561240782,31.06073972310484,22.674087228250425,0.5882735564699242,0.5487434479069532,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3381121214467492,31.166509862878687,23.852548440206128,0.5909619594725348,0.5762697231959985,2.0,0.4110934396273435,31.386745016392165,24.318668102301967,0.6560014244372184,0.6315489526079895,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3602990660981678,31.14031681223112,23.562005387527893,0.608766750719995,0.5921367895142485,1.0,0.4006678877032369,29.942478856209,22.10422491705418,0.6423928030268566,0.6242683385998111,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3533555372583632,31.23909506228112,23.477802864612784,0.5998171668262398,0.5901125262486523,0.0,0.3739977509754302,30.799413727246503,22.97030855326457,0.6147895674020274,0.611311241470593,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4215592577147177,29.357999391869534,22.41821496866337,0.6641057484574217,0.6469820978347611,2.0,0.3546806821824686,32.09817587663006,24.61538648643028,0.6120570430146497,0.5902590567461163,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4568763806904142,29.073379648338147,21.25267466267821,0.6767717529110655,0.6585546050771696,3.0,0.3079661492706619,30.35639049108235,22.93901976023635,0.5778048539161724,0.5675698260441812,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.43145954490464,29.161939286947995,21.52747298753425,0.6578819172736232,0.645376133552638,4.0,0.3529196619519981,31.937562563614616,23.33701341079032,0.5950282153461639,0.5632198845857135,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4334722412466492,29.224139404237864,20.84843766873448,0.6759505527748512,0.6634148653199051,1.0,0.2591009255918441,33.58763536109601,25.375200870809493,0.5622075055008664,0.5420418622572359,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4460113726791436,28.735349054789904,21.25401890336488,0.669738975020857,0.6472963151320066,0.0,0.3753720016395067,31.40039056155312,23.41212793931896,0.6188936552267496,0.6058038490267761,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3882893006177783,30.55577483886632,22.73042280350156,0.6236226257854974,0.6078191076272117,0.0,0.3199630939138049,31.41398009159576,23.830616389594663,0.5827521713385809,0.5430334491237472,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3816024017289318,30.337733584202773,22.857508363836427,0.6181868286969789,0.5918530921377305,2.0,0.3191149749144218,32.94640772180234,23.42240973971641,0.5668813133601367,0.5968529840216608,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4035984774116415,29.78073125686408,22.40160627876651,0.6356587901358975,0.6097168876275798,3.0,0.3095984626040844,33.27375518646254,25.0582440170262,0.5572525160972065,0.5421818607967401,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.3864312019159518,30.63043492857557,23.00061757078277,0.6228934862819657,0.6010156856147608,4.0,0.3632118800615275,30.300579225128963,22.144285229375104,0.6052297822073446,0.5983155937307488,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4084957834653537,30.02972905721695,22.227200432702286,0.6410161042016405,0.6238117350333304,1.0,0.3586625154348554,30.594979088181542,22.83343170283592,0.6079804466706646,0.5812683850967577,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4277557853367325,29.00971246814002,21.530438702934408,0.6540586286170836,0.6336960833709274,0.0,0.4444190693367009,30.42809274281333,22.189931396312907,0.6679200112579115,0.6619627424823121,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4284814937763289,29.16620338848765,21.61846066797596,0.6552836299001392,0.6407725944049859,3.0,0.3768593538606717,31.62513412586864,23.859578159280023,0.6148791144948065,0.5917313676043698,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.440425010747814,29.56073634636107,22.06110826382572,0.663884236922995,0.6448860911470078,4.0,0.31099016735934,30.07622917399956,22.744068389134863,0.5667552098353009,0.551148943580113,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4330656497689104,29.574436659633896,21.7206265861192,0.6590141837649075,0.6463014224837771,2.0,0.3835819562226601,29.23961731252953,21.62949825636981,0.6217621226762405,0.6043882113457172,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.4389465698793011,29.00529685558079,21.47475354688952,0.6625458448072138,0.6341472200206196,1.0,0.3826512738523874,31.008844332573474,23.084977170588218,0.6192514679774909,0.6143374600636077,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4623094804970126,28.19149845428865,20.851625577397545,0.6878787467858005,0.6691384933002938,4.0,0.4167622848272785,30.93455190489942,22.940359772316395,0.6461264516192845,0.6414884691465681,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.4946258583154392,27.475102533987773,20.448445730213024,0.707146633815311,0.6801759973258132,3.0,0.3284890864259584,32.60011020623555,24.351747060965184,0.5885227683140408,0.5830629774961703,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5505726730378026,26.385238835032546,19.46763446121816,0.7450501484549902,0.7296324936253217,2.0,0.2473312643464932,31.97784968001326,24.05074151093911,0.5597246460020624,0.5421713596630445,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.5764575931167845,25.58897527718269,18.55942341385476,0.7602658293960278,0.7497864295712122,1.0,0.3243496501048273,30.45688301825332,22.43194595083472,0.5871262145777199,0.5509348973060885,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128, 128]}",0.3865449969741515,30.122368173505293,22.27409168232957,0.6245537318230301,0.5996479895885943,0.0,0.3532896772752153,32.59286699143696,23.53194424093586,0.600460167205258,0.5826342635222601,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5496947019977997,26.236782205568467,19.11071978503874,0.7426956586416154,0.7295363435994708,2.0,0.3973488013537223,29.32105170218102,22.28836021086288,0.6370941705077597,0.5793189219609627,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.374052145533997,30.38164263442206,22.829414059312374,0.6117671919051813,0.5976239050135579,0.0,0.360153716151211,32.58688572943176,24.17866633574604,0.6023533274351087,0.584553162112668,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5404450938241095,26.519966599157343,19.081453148109457,0.7389904361865018,0.7248610656840073,1.0,0.4350214422473875,28.372649529827665,21.730286734081293,0.6606773072035117,0.6467963824465168,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.6343956594054385,23.56611113103406,16.525081441314253,0.8001266222852054,0.7915955471208543,3.0,0.2816381563337938,32.544575104751,23.13699149711817,0.5611821979569148,0.541213306838175,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128, 128]}",0.5453694322933773,26.14579351867064,19.14831138648072,0.7409934230298973,0.714659828357268,4.0,0.4160148573196218,29.876425659394407,22.436456394378453,0.64523976302647,0.6077001962924142,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5265764160784512,26.22711430351429,19.318098076354968,0.726746924124563,0.7185829580142084,0.0,0.455801176148544,30.756881456221915,22.3017999250007,0.6766808902627282,0.6670625221627784,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5848775064894625,24.56366994213698,18.226913754703247,0.7652455567388012,0.7495205162149793,4.0,0.4297640493404092,31.360907791114744,22.87560237745063,0.6563780137053414,0.5924538432826688,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5107657817691772,27.76034829694108,20.56046452317989,0.7148986127205904,0.6905735214543145,1.0,0.3374706313032951,28.873023537410376,22.671451457448203,0.5916822223720185,0.5353993555377627,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.3743909847249982,31.13109050460914,23.38792559045472,0.6124916781186112,0.5919618857525968,2.0,0.314426144490355,30.47945419817735,22.676651131971244,0.5748884268004706,0.5552265554857239,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [128]}",0.5151422766372199,27.275414714631847,20.27126630782591,0.7181375130289834,0.6935924046503097,3.0,0.2923749348924352,31.71343231794181,23.687692007378352,0.5560885157078712,0.5125035612453747,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3901217698047515,30.814025631381547,22.92580604804052,0.6271616995650144,0.6177154376066857,3.0,0.3582218811555219,29.237192910572205,22.047612755814644,0.6030155984359856,0.5538710124909446,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.6171027086992185,24.07178078551819,17.373852144486282,0.7880057536366729,0.7781725023597925,2.0,0.4312134221093218,29.236447501787165,22.3372976529043,0.6625997095825278,0.6166141463792746,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3735350479816113,30.77773234299588,23.13301617486877,0.6117032333747058,0.5890043379304546,0.0,0.3701792216987003,30.84674888920002,22.9017353786573,0.6084669588044669,0.5995370558516808,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.3698267835528362,31.254204704770668,23.554032969990818,0.6082710231604469,0.5863602244187051,1.0,0.4179215980397663,28.11928220658281,21.24574773276342,0.6464805202410051,0.6254543926563135,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [128]}",0.617931764406372,23.81197847678596,16.920401717794878,0.7880760985118427,0.7873387175345375,4.0,0.3870432849516755,31.536845505749884,23.663277506348205,0.6234351317963297,0.5581227829861638,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.437878774663973,29.20668836136332,22.029432141957216,0.6635745284194173,0.6381000145770683,0.0,0.3049000967415004,32.095540793812575,24.24555058617788,0.5749991013448109,0.5698894638093606,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.3604828146432177,30.423589064280364,22.953820217762903,0.6026378859114904,0.585295137889774,1.0,0.3280466342780085,34.302231822730064,24.85418999385834,0.5886029487712662,0.582478260403922,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4921077717881605,27.406359567091133,20.19210443055732,0.7054357605584907,0.690305668548146,2.0,0.2778836077009621,34.42643230683893,24.92875525344561,0.5592211282702375,0.5188861543829915,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.4623818980695907,28.651790871557434,21.25252873494282,0.6834712407938888,0.6608488732736163,3.0,0.3503539671862287,30.66066481143115,22.912227243328747,0.6114658045058603,0.5687235216121553,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64, 64]}",0.5008652531674423,27.20225251374421,19.901784879182298,0.7123508291370805,0.6947636512083013,4.0,0.3260368130808991,32.91614481875533,24.54721493470832,0.5980196985683137,0.5570060323282929,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.4321573840505843,28.709463391839623,21.230798157460068,0.6675063345210734,0.6397489674845211,0.0,0.3376591641221119,33.9805344325322,24.055327808466675,0.603321609228187,0.5954827104731789,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5318793712142033,26.83207127896869,19.570542874178454,0.7330995302144916,0.7067451052776648,1.0,0.3816579696267828,29.371039222845244,21.54944834774998,0.6234676374910689,0.6014061045132812,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.3967546597162826,30.02073573588965,22.580739251202093,0.6306605976986066,0.6118619200972605,2.0,0.2850714315237163,33.646827327281166,25.15990622507056,0.5443128518880634,0.5162831856351102,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5644207142273152,25.67307894159719,18.781535852051352,0.7514503951852116,0.7297624877750674,3.0,0.3677272314584684,30.84236515029398,22.338013343752248,0.6108472064311486,0.5742077970174293,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64, 64]}",0.5400706676922022,26.353076170651192,19.32307234888534,0.736152784483988,0.7070784834748995,4.0,0.3179220986375884,32.18912686990079,23.50176046165701,0.5845016158464857,0.5890823057008214,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4634249806811478,28.143889514204528,20.96370773522168,0.6808089166412996,0.6538655609596048,3.0,0.3568501540983424,32.59745628210816,24.606176148976363,0.6012251156128539,0.5939683192951677,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4611286339983159,28.444431087336863,21.223396465530136,0.679603976684878,0.6597392260672984,1.0,0.320089054925463,32.49935864080214,24.10701389803952,0.5708448992977816,0.5510671043792483,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4669253494147138,28.313943442982776,21.35141456108224,0.6850766253643934,0.6578573464414178,4.0,0.339909693850408,31.895202984569178,23.561584824862543,0.590936911003607,0.5966040299042861,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4208499808460103,29.49762843009065,21.988740354012137,0.6490105790755094,0.6376292868151742,2.0,0.3985290281916351,30.531803818726715,23.43534303380692,0.6332217031419213,0.6142369795714899,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0.25, 'hidden_dims': [64]}",0.4294895701641754,29.57603643372379,22.09084540640492,0.6563115072507882,0.6414170108082204,0.0,0.2832033238840016,31.911585215726447,24.11145286531971,0.5494034251182569,0.534491969557692,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.528476912167452,26.519905810405763,19.58439803188713,0.7296659844648523,0.7115872265659411,4.0,0.3632753366703753,31.841989143734686,23.56375845217378,0.6049773842884133,0.5873845368436422,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3788134883351551,30.99150697505782,23.24482333418441,0.6156073262780819,0.5995118491639235,3.0,0.2988921864601854,31.03933505275453,23.91202593116238,0.5550610856731639,0.5001393820097108,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3789310455126382,30.929778332363018,23.133475968620548,0.6164461977466842,0.6033500035131616,2.0,0.3288733062152722,30.618952872070405,22.925868974424382,0.5776433911527495,0.5346753017046176,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.3654375996925634,30.98845231199112,23.31031763373907,0.6046458092416847,0.5724711894335484,1.0,0.302151589855396,32.387560551141014,23.560352689716908,0.553336891644963,0.5662205732561446,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},MLP,"{'dropout': 0, 'hidden_dims': [64]}",0.5221290165297627,26.856014078256088,19.83208591826648,0.7247316967693103,0.7025191229134299,0.0,0.3664899450653042,30.91195843649524,23.456724548653384,0.6099270387340214,0.5911343765664754,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4126106431792771,30.28292405390506,22.4839756065765,0.6438366949766996,0.6222858642076541,2.0,0.4280980073360678,26.439351986961373,20.54855542241765,0.6677926932299337,0.6543210830783204,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3735032270581832,31.68507203142364,24.98139008906665,0.6381906200621711,0.6398836896328316,0.0,-0.1237622022933124,36.16085977519424,28.809337356122168,0.3229930933874343,0.3841793833018918,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3901637695092292,28.52738434192897,20.801855945003783,0.6312519571886386,0.6470120167929749,1.0,-0.2224985223723647,42.07525768596663,30.194846686549567,0.2564693666358746,0.2833442578677475,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4138148640074097,27.354497891168503,19.85954899015561,0.6471612617687246,0.6058292205129849,3.0,0.201981411651826,34.24093017339593,27.32384478387715,0.4565690563206749,0.4597731899570119,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5104289171479381,27.867928095007723,20.345129406970184,0.7172248110977604,0.6996352175746812,4.0,0.1435253626298978,31.64663283194736,23.2212522780023,0.407816395496601,0.3800277345342839,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3327197323107643,28.957178916021952,21.758932049752627,0.577413618280699,0.5669429038860277,4.0,0.0848413784231337,42.79611320665016,30.89121120797976,0.4777991997324291,0.5228584913066706,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4381259452083114,27.829308034218844,20.82841074039497,0.6773019358347673,0.6227438980143207,1.0,0.2415005547798417,32.94075312211327,26.45472022172831,0.4936861180227542,0.4964540222205204,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5169220986824621,25.292527049880228,18.31922206850631,0.7196902823656053,0.6882619036478002,2.0,0.1417270001780299,35.577414353511585,28.19000598482707,0.4214468808352262,0.3936923027563643,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5062485544594648,28.10310421697864,21.31023552774881,0.723518513629986,0.7016745771464932,3.0,0.3396817406416089,28.079502113004622,21.1075896433302,0.5976096249704634,0.5899252093445044,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4461982667199039,26.17234859144879,19.231249766807224,0.6686448774248946,0.662189796721248,0.0,-0.0400136629348666,43.94836733296644,32.778229313003685,0.3600240480126821,0.3534336786442721,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4251287581187586,31.996283246739623,23.35627361374864,0.6597015267494268,0.6657942754420232,3.0,0.0393886973302162,25.69123724545266,18.93575804160116,0.3420694390954222,0.3327015344884982,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3293292889355159,28.975650913002465,21.939723074099724,0.5854770392315358,0.5724520541114624,1.0,0.1996262945713417,40.3417745424458,30.14681593755764,0.5018572104547746,0.5196709820751404,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4882423635254843,28.403709550302743,21.19920757362416,0.7037601788379142,0.6850633402202556,4.0,-0.0035624307562744,35.32492905960416,27.001093570521626,0.278307269748292,0.2738628703327181,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4516367844471274,29.947295833173698,22.36914101469609,0.674604407842418,0.6637648333435441,2.0,0.2898514922606534,28.45777051239161,22.5617912688824,0.5665024571066857,0.5263095553084097,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3521882125692788,28.53912351215635,21.26396440770715,0.5935675177570955,0.5938829244611918,0.0,-0.0004663621085294,42.52176617908514,30.5545241988806,0.3968622357106975,0.4072955761008035,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4277698247955483,27.701352827507645,20.57702683962402,0.6545963689869966,0.675543604194849,0.0,-0.102845790459886,38.76253185390049,27.65767735207728,0.2034972648127277,0.2391542585021548,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4610418518016633,28.2729830011117,21.134260644106305,0.6844101524941949,0.6579385671099047,3.0,0.2752045912440085,33.17904535020647,25.888327800057603,0.532196023576371,0.5117658234456577,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5568402097643879,25.37302809234251,18.732051137333723,0.7584652119871733,0.7283539856642172,4.0,0.1234646158079497,37.31166852038321,28.86364570446603,0.3829422741788728,0.3532688611679917,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5248688457235776,26.47657127773084,19.5304703234232,0.7253877377843354,0.6980817878554243,2.0,0.4581827779045561,28.6980150816513,21.522313642228905,0.6818037291203122,0.6844744020556486,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5347125745234648,27.124750685997064,19.866079827130168,0.7318182077004073,0.7207456228061471,1.0,0.0001473878979364,35.18766136862803,26.12130538981559,0.2443538683169602,0.2398627546522255,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3277014358735834,29.53476445974279,21.982577391256573,0.5754963804705691,0.587773608496435,2.0,0.0115505963449358,39.66701844024768,28.17928370557873,0.4202948923973949,0.4755047942631624,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4136144653820232,32.16835788232422,23.86531029682934,0.6548519413667204,0.6614925984431335,4.0,-0.0042067261168858,26.62108666362399,19.42225527050579,0.3214451207661652,0.3363220149776847,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3215959687693196,29.74256208785606,22.24038416759289,0.5706655851953712,0.5847160515670625,0.0,-0.0649487758256723,40.26441710843197,28.18941757611388,0.2424597067418374,0.3152518143332862,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4511033455397286,30.65196344885051,22.77175060327013,0.6720809559745577,0.6603979667530401,3.0,0.2622772416450445,26.64732043789662,20.48538151480213,0.5411267056884168,0.4983636311153441,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4619451706205396,29.71930177786162,21.59454861848846,0.6835407130360687,0.6690751872184838,1.0,0.069728013615725,32.43014421553248,23.7905428937084,0.3430644199928931,0.3543863293401837,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4922931516583507,26.191379322630684,18.89119286650132,0.7029308323394869,0.6760295370532677,1.0,0.2469824284706983,35.43728748922128,28.840784934176494,0.5010219127829914,0.4940988535115778,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4977577802726529,28.595194477511424,21.01579848356257,0.7097110079950333,0.6947264265049186,4.0,0.0478499608186357,31.73643748987406,23.313652346886755,0.3375591410684458,0.2974111658298297,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4367795404107415,27.91605612232324,20.69623619055781,0.6662916473247091,0.6371078224745605,3.0,0.3375888374442892,31.971120974504483,25.30029802149046,0.6087897857549632,0.6349635514228389,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5177841771213336,28.00581120648808,20.21823334911653,0.7229097418801091,0.7174377341610698,2.0,0.3111525599168152,26.999848298286764,19.749815109816343,0.5783797085368441,0.5667150249038135,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4054218341234858,29.31473850781824,21.67778859036885,0.6455135008308445,0.6650294217412288,0.0,-0.1732964210654604,38.144445218260415,26.227152592635868,0.2033418414339055,0.2636326934065689,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3143362219085388,29.28604231128359,21.36461808929356,0.5707449160958261,0.5725484125961653,4.0,0.0543485592872694,42.95215388033613,31.50209835996869,0.4913465525512374,0.4981227445787159,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.398576988233483,29.29887370661102,21.653303019695667,0.6325575724830684,0.5996117907792161,1.0,0.1625820458971306,35.8878709731805,28.456464118485737,0.4039767944650427,0.3992091645964628,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3858869055976567,30.49588093100728,22.51780359336171,0.6231080668007587,0.596810416895778,3.0,0.2389646624377428,31.355308452745422,24.7496129099822,0.4943627132817538,0.5172855920685562,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3912080982729057,31.22365557165008,23.951764989030472,0.628207995027686,0.6191190147895879,0.0,0.1305997865969452,33.38525870901504,25.12646905784681,0.4049590129444465,0.4375789144944006,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2896145079166159,30.476209952375,23.89071884634733,0.5519727507578439,0.5644021468222774,2.0,-0.0824090057756121,39.14624395832487,26.99825990082561,0.1535515919243691,0.2236769015314573,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3813187563085685,29.192284052801583,21.765093781095327,0.6226728241140649,0.5806312553403432,0.0,0.2248183013146679,32.21390044067059,26.583288320805988,0.5590685116213541,0.5427868309531638,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4994323396992669,27.450587735212103,19.992184763962232,0.7067840306081741,0.6758408704405354,3.0,0.2855514394500512,32.95545265274522,24.23192359816245,0.5729500652798679,0.5920268626557925,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4880786956579652,28.67850538278868,21.367119572325773,0.7058463485088204,0.6789796414047002,2.0,0.1561087725428038,31.85278769282501,24.58269202533069,0.4353052934099508,0.4525270446989039,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2035809079081647,29.6904876085589,22.43129294949193,0.4676185542086867,0.459044479034484,1.0,0.2033938005867881,43.44030936437917,33.320173120743185,0.5590312704676683,0.6023822721792291,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3749993516013424,28.62291540491651,21.026426011243288,0.6156433469162841,0.5750970191932924,4.0,0.1143093795066366,33.92476910833465,28.026614638408983,0.3875498417098021,0.3816727015128982,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3826051791383563,30.17720468128556,21.7820008097588,0.6246291929905515,0.5895590981305446,2.0,0.1939193102506402,32.85522001158644,26.595744438171387,0.4436886307980031,0.4423542044002402,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3780926825680067,27.54672196725763,20.51139097951272,0.6149705528316969,0.6156833469737072,3.0,-0.1192336579438828,43.71901486761075,31.643795961754343,0.3226237623372571,0.3812358576084541,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.389217105361094,32.021434378246994,24.450119130321024,0.6289033791998394,0.6200760688176061,4.0,0.3014221649850679,27.36937515994637,21.713184308044944,0.6005201431169997,0.5539059348618457,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4782711515079486,27.92247710823219,20.60242579243559,0.692051195195792,0.6653413253177765,1.0,0.0953490318554012,37.61839855194272,28.282894704045347,0.3842014678758072,0.4098518472564363,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3660710113854416,30.037438680206808,21.876188714134777,0.6080749073309452,0.5796975175425236,0.0,0.1619036691869005,31.91165054950965,25.279818051396337,0.4069220153322498,0.4285349068088621,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4589201860366143,29.41070161855164,21.655650883500805,0.6784555699812959,0.6720099654122617,1.0,0.3662002647972844,26.82666882982618,20.211771901902104,0.6589279194383666,0.5927798233286266,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4910005143930599,29.13026505773897,21.848950194982407,0.7049859318986589,0.6851607062967771,3.0,0.1564784093065245,30.37975049853689,23.596970991088497,0.4692909999799158,0.4644421063226615,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4317608112533166,29.452537903085823,21.56413376965048,0.6634707963956858,0.6459906188948606,2.0,0.4301226463019293,27.67371326232656,20.409498409366822,0.657719115074566,0.6537259722547788,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.5149041656199064,29.670929176872622,22.26012120472446,0.7196955997327381,0.7186508181143069,4.0,0.0113635779261264,27.929349462660724,20.203655811730656,0.3206787796585134,0.3414109816614908,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4701166812259173,28.30165081140304,21.10404525186353,0.6878013673741346,0.6767412652430569,0.0,0.4450579630891362,28.143323559660782,21.31085999043963,0.6804182996634776,0.6433609911151085,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4518361600436446,30.404431399790155,22.449178044243897,0.6746005070021264,0.6662200234660778,4.0,0.0078333701546073,31.4407425554683,22.970745769004573,0.2397709176032643,0.2258761893138023,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4186117829875287,29.64910645173208,21.44144743657217,0.6528725643085628,0.6181994952485305,3.0,0.1119278777702788,34.904694335613925,26.02101807304836,0.4488660673092177,0.4644624130902426,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4076977644396898,30.48032630273792,22.31699741824421,0.6479297541020526,0.6404220353758459,1.0,0.1781393383710671,32.34759593175436,23.751675058569223,0.4773111741706322,0.4556985749247543,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.294540539323923,30.70344874425016,22.2687472043662,0.5504839419518859,0.5143775449109251,2.0,0.2803309841165282,29.419038988686268,23.78193350003028,0.5387169976231816,0.5576528896605701,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3828989868122249,29.328656524188403,21.70548006752505,0.6214860380768323,0.574301613039671,0.0,0.1971782459761034,32.23495197346723,26.89558922437974,0.516299671914096,0.4883639233060934,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4335939154905306,28.528510957029283,21.09145591147464,0.6608315501415805,0.6055456870180626,4.0,0.2357417031053169,29.98219956906029,23.791429684548763,0.4889589788208489,0.4953933264210188,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4228754530937554,30.62355728280342,22.829078672752548,0.6534676774602881,0.6280958815126123,3.0,0.306323672550532,27.1859601972684,21.457987682783006,0.5899151225537412,0.5976251576268998,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.47824082745026,29.205552308263616,21.86782091964123,0.6939823435592412,0.6692858595713624,2.0,0.3493714623776985,27.011900264290777,20.80772851064635,0.6102418013796889,0.6101762599972693,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3664655498607991,28.10999214440696,20.784231869071792,0.6072401295115691,0.5760773576003602,1.0,0.0611069582647649,42.81472532640406,31.57116711430989,0.4589033822675735,0.4885141481538245,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4527785861018241,29.644150076392247,22.236326520124965,0.6740646263172094,0.6628584699309888,0.0,0.0530203210441445,31.77876506605586,24.25608690189865,0.4516717346871948,0.411449658224819,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3203815835857093,29.00687891870867,21.86946727483152,0.571027404014516,0.5430912220021519,2.0,0.0634231823619099,42.66917811126667,31.809241970712343,0.4385614264604417,0.4681951621963479,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2940421974243836,31.51480094919252,24.48168509138392,0.5471268907039845,0.5638825511860204,0.0,-0.2764605989969528,40.32730471632865,27.667981870281164,0.0229163735029104,0.0703395986694465,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.430857057659483,28.344456171923515,20.6793357987597,0.6567187712456928,0.6176311642447506,4.0,0.1059264957534807,37.54304729396903,28.83629045632939,0.4111913741835777,0.4318526973516279,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2983173685113904,28.79497414536058,21.68264332825283,0.5544578431013867,0.5492914269654753,1.0,0.2794612947982886,40.79300796242026,30.20451965115547,0.6102189199665679,0.6108822286760701,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4289434863980051,29.85805244829539,22.128400124228875,0.6563256038838549,0.6179555013501594,3.0,0.2566508622200864,31.007963058826743,23.64517185706484,0.5090376835185364,0.5400575570941964,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4651861614921484,29.36722557974259,22.058611737231555,0.6830708241102259,0.666594642096864,3.0,0.2990994669784474,28.45619162876142,21.157932361554217,0.5585662230761961,0.5511477353666484,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3966442963462979,28.669493943136985,21.514253266381097,0.6356614407492872,0.6513901253927393,2.0,-0.12932759956419,38.37697017790903,26.02299933225299,0.1451079800256423,0.2313988232891121,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3917273557910159,27.773599498789,20.461399169811845,0.6328274111883873,0.6271467074058754,1.0,0.0735367235172936,41.74191122306594,29.53973863548886,0.5063898636677504,0.4975229183919593,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3990195848768885,30.982623072011307,23.23724495989676,0.6327954990144178,0.6295643548820036,0.0,0.3701090311540673,26.21433762227424,21.208605580478903,0.7430495305856458,0.6418073109741583,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2965640505268778,28.22502808507308,20.83208163363516,0.5464999666003398,0.5499018939598421,4.0,0.2426067238309553,43.053738000786986,32.206425638799594,0.6219737346596812,0.6326860684491251,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3277395507054709,31.32096402482758,23.78299034719176,0.5730908739207943,0.5977840023164555,2.0,-0.1275975719509587,36.33214640446679,24.593672852572272,0.1340430690609343,0.1879467642821512,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3161514612459116,29.62648305151288,21.46876708714712,0.5635456352783836,0.5389516190482292,1.0,0.2641737045268197,33.106611834313746,26.44059661984073,0.522650366930666,0.549579403840058,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4066793274476316,30.68363757309289,22.96693417757444,0.6384841812044402,0.6191148054674671,0.0,0.2883927164715381,30.16356192023145,22.37893195319124,0.5382613044938508,0.55259708479397,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4428594615784356,31.131398616738625,23.565893922645262,0.6710514753562193,0.664479499704458,3.0,0.1283897463196068,29.454902722648505,22.699161857611745,0.4121494340561428,0.3968092199650426,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4578535072772829,31.70084797377253,23.94643571348109,0.6779078872397883,0.6892981607078628,4.0,-0.1538134508526067,27.35105921485535,20.761062985070367,0.2501818040599871,0.2795074919990271,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.318536122474092,28.99699400068136,21.695795885021283,0.5662380421366158,0.5346437725653957,4.0,0.1564161248641243,42.28972559759288,30.941894733505247,0.5386779882670427,0.5771581312920723,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.319418367539266,30.321788297642264,22.766498876377057,0.5655451081789902,0.5814811897573088,3.0,-0.1082304860757894,38.47299665252927,26.47562934489663,0.1767318098704181,0.2542868535667328,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4789404572817709,29.110076669780423,21.582508511217124,0.6937621264633227,0.6749258624995502,0.0,0.3078653861194625,27.72443203666753,20.57313764200093,0.5620483960001353,0.5447761845099117,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4451379010413405,28.26791670830629,20.56350070567505,0.670654256026851,0.623155631729197,2.0,0.2545393362598771,31.588050698367176,24.45694287919998,0.5104678988700054,0.5172944157678392,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3987426071061482,28.124016410175425,20.73186288141089,0.6363156841640567,0.6415087755033851,1.0,-0.1861164271986677,42.188464085823966,30.090995116748783,0.2551635505534702,0.2775944528097464,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4202774980595658,30.07417689472428,22.15546842742522,0.6558646481028305,0.6340908937776425,0.0,0.2029404592333201,32.350943285593765,24.27295231270855,0.4680581696336153,0.4942902653441768,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4337810620056174,29.786318836881165,22.301376650437064,0.6595376686086966,0.6422397048147438,4.0,0.0952216561103259,34.288328876280225,26.346981302728043,0.4052628232402884,0.4310060246286347,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3903632187684671,32.03968491638934,23.581825975795205,0.6294638910116603,0.6190608974734128,1.0,0.2059565474902018,27.21967253362323,20.527172002655465,0.4732972714673716,0.4398185525532264,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3858196532003105,30.539385656325432,23.007542513956736,0.6217708059246121,0.6109129426107132,2.0,0.3707786730013371,29.94815232094207,22.572907703290426,0.6137142947957082,0.5835323836633907,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4026629995829566,31.33724975608141,23.1728892191758,0.6365413178575052,0.6194592203779788,3.0,0.2863414243892607,26.9534760834438,20.791534257150776,0.53622376188883,0.5299321143121438,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4605075574323812,29.58737155594341,22.243946388734745,0.679506509684753,0.672366900420297,4.0,0.0851649231609164,29.609087631071706,21.305545222036564,0.3167958261188432,0.3016353911792339,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.478287595345487,28.3218846017632,21.0045101336048,0.6938409446094063,0.6724892891618269,3.0,0.1445316873239942,33.757738493128784,24.5564104358304,0.4190825141621832,0.3905627406361175,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3875721579139251,28.003622010654578,20.25167169462227,0.6242580096764294,0.5875908036656671,1.0,0.1341354403555693,35.23016746011586,28.995649000316263,0.3787117637677591,0.3435787472191817,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4735765481232709,30.117993579638348,22.618389359795767,0.68984031411722,0.6867632107990493,2.0,0.0408221928748564,27.0270599191399,19.91812198222613,0.3256151033458462,0.3235425245390242,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3631973507815753,28.97491548470868,21.791893747988883,0.6044672501611401,0.6164700014307702,0.0,-0.1556335823581962,41.248047246002606,29.313695898288632,0.241676695866519,0.2822014543263068,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3865585493663029,30.43913247050047,22.54780967112175,0.6228179934220308,0.5997443987903869,0.0,0.3420333455173729,30.86440259921998,23.402092053095497,0.596304163725305,0.6307399176831684,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3996004224073171,32.55687355252552,24.00283206362671,0.6394259556140757,0.6482988400109364,1.0,0.2328852456563673,25.08903068948084,19.671646831045347,0.4965379337636816,0.412656630817634,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4208696239562228,30.289363126979648,22.71300504706459,0.6501067060964891,0.6278061735726724,2.0,0.1984413475684159,32.150482443526315,23.465519185236523,0.4709140132808384,0.4869513702303295,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3781658646382859,27.00222742160226,20.0031807549243,0.6152329851159042,0.5723806079272834,3.0,0.1471300400542673,43.471991701210406,32.20730117532845,0.5316570356305124,0.5667338245119482,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4273983853101765,32.48100770928207,24.45519491922453,0.6557908760662635,0.6719689330950348,4.0,-0.1243892391568133,28.287106789617976,21.130964299834936,0.2528687774502115,0.2847719281986497,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.346745399386982,30.97316836642856,22.72465869475112,0.5958485991364548,0.5746316157080492,0.0,0.3964817937800474,27.079591902301487,21.57971619335088,0.6458903542435035,0.653535183459435,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4246474844958255,28.88551840044564,20.717230459971347,0.6532579767643492,0.6019255872701805,4.0,0.1882064617266426,33.34523854497596,26.763945289381365,0.4436306503076019,0.432876172905757,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.367393495063803,30.421800931151697,22.49921934733752,0.6117907323842908,0.5873680253063869,3.0,0.355797087090304,30.327417193866747,23.32737054337696,0.6054946181363714,0.6282440008432295,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4264869111283124,28.754450861431195,20.969986894780373,0.6578377505174504,0.6274617864479579,2.0,0.1230737931099302,36.5779510055633,28.61433958933321,0.4022835611737112,0.4197496553658399,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4525522019666306,30.07617342081411,22.663631402497185,0.6748251655678752,0.667852428212942,1.0,0.086396165169695,29.22757954405702,20.874427391809363,0.3293992038871526,0.3417074762256632,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4962475373230626,30.493687482064704,23.33951283760705,0.7064509905364958,0.6975680791422962,4.0,-0.1159293942503685,26.4886088860269,19.527705640916704,0.2732541871274831,0.3006902059828215,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4462749750890603,27.10733309599012,19.99468985887553,0.6733533560981879,0.6319279755392935,3.0,0.2277863775337515,37.044429179528144,30.262456655976003,0.49467779443632,0.4784197011446187,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3776238089760424,29.95985071796212,22.12145283819812,0.6229523810433133,0.6413920738359543,2.0,-0.3860019706429571,41.21435635953164,28.32386445792795,0.045705815954889,0.0537050637504837,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4215171673595811,27.45592556828568,19.73240340169356,0.6554665389358552,0.6143207157327141,1.0,0.0652892335558676,34.24387329300421,28.45116642853793,0.3725988136862548,0.3692579366530224,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.5123554035613365,28.31381478597211,20.99052948218337,0.7177025747581038,0.6907560382681284,0.0,0.3305865226294349,27.062387530343067,19.84363223942844,0.57703442792203,0.5684958380345229,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4805998331276598,27.32455213204829,19.96484250383431,0.694179032523784,0.6660678214498693,4.0,0.4040659501269051,30.966877145056067,23.620664666537333,0.65081077961647,0.6618905604816272,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4947804353374265,24.947973397440748,18.172819831330656,0.7044109039107331,0.7089391186161142,3.0,-0.2318834197697092,48.67243729126501,35.63549126212337,0.2741621463839453,0.2157403367862825,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4839328951225764,28.94478269360341,21.525772134285297,0.6984143993911514,0.6786339509783329,2.0,0.332427667904081,27.780934792532246,21.99867478106961,0.6084586151123899,0.5493666819985745,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4654749338337048,25.51939307610935,18.777925399415263,0.682860226380738,0.6656350778133867,1.0,0.0928483265856883,42.91183855014172,31.23415580321014,0.4892893194457691,0.5131304767236681,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.553191227484441,24.97568159039686,18.20315677852889,0.7458580177636609,0.7021185492459001,0.0,0.071164629273106,35.66826258184659,26.05080203047352,0.3782788305104926,0.3766486532646125,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4101195933113453,29.289752338945213,21.71884932064028,0.6406544932434692,0.571854265252471,3.0,0.2664964467255403,29.207455861812296,22.36850659815149,0.52894473235249,0.5088705412911939,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4346434900189668,31.2556653501556,23.519911345520683,0.6612457588644359,0.6528832137412917,0.0,0.0025787335473451,27.569599609907257,20.31607038875996,0.3184133771769287,0.3316515749152753,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2004258798585714,32.73775283272305,25.48485393009513,0.4502973084208626,0.4725752227596836,1.0,-0.0309252651236544,37.971433547624734,26.84591449800916,0.2393747708158562,0.2910419422012766,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4128710878080679,27.669177904565093,20.35265112191341,0.6437884910820167,0.5911079825482072,2.0,0.1339635144446161,35.48769854181613,29.44361912421984,0.4379270115908424,0.3793411665791459,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2743309753826408,28.57990071642168,20.793731057068136,0.5593444856686347,0.5563015467123131,4.0,0.186435618058846,43.877189551138194,32.59237631635628,0.6104997909222328,0.610830746859012,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4548613551031422,26.851017075796207,20.20316770033629,0.6771612566159569,0.6838453319313229,4.0,0.016460752757839,39.13727414784589,28.05946225660393,0.3408462348020442,0.3501819262654666,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5378191944897848,26.682341010744707,19.352358141540307,0.7342843769561013,0.7092724075412865,3.0,0.2512576187414062,31.640264586052787,23.733047857331915,0.5157892959161512,0.5258435675603957,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5053838565606661,30.794100357070526,23.43880314202084,0.7138334368463917,0.7044829847556997,1.0,-0.1138212540816956,25.92586985417868,20.19753706753556,0.2973238345308853,0.2685548094237289,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5533763229569011,26.994420072744383,19.34760051050183,0.7488801221757919,0.7244316379223704,0.0,0.113355145329471,31.33918246980529,23.34888485019452,0.429780302133891,0.4131207414630253,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.529392837936024,27.32495084777669,20.139994444201463,0.7294866146245165,0.6876495727338602,2.0,0.1971747901203806,31.550528910440374,23.61738331906682,0.4741504903250079,0.5000144075449164,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.445000524092167,32.280045823146,24.18289701143932,0.6742739552342927,0.6806928041349886,0.0,-0.0296777502219798,26.213677735372144,19.156629132557583,0.2524024878159172,0.242502982908286,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4322791952982906,30.426678536669424,22.43090296674249,0.660015327577474,0.6361569059281982,1.0,0.3458145146678842,27.414166204992974,21.119073603924583,0.602150546965764,0.5521481814830916,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4731504748270293,29.50233194571715,21.85012652705957,0.6927308513180068,0.6638758006706056,3.0,0.3183609427313514,26.994963664452325,20.462629862172264,0.5679528550917239,0.5612278645805785,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3558788056325684,30.578327293269176,22.6597109586505,0.6013163675139057,0.5902359881992719,4.0,0.3903460627717651,31.10068813731928,23.221046765320818,0.6281644034868401,0.6231489520672919,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4634418374222693,31.29624249720527,23.700212177159,0.6817059162055229,0.6866524942757772,2.0,-0.0281552622338574,27.712348648271067,21.157524271149565,0.3410134173488895,0.3318233161057657,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.533264154020687,29.40260289911748,22.46558743263036,0.7337008438805288,0.7275356514471522,3.0,-0.1657444602496622,26.853523169240454,19.9871795564704,0.245409331356029,0.2577666038985816,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5207574372594258,27.27561795134827,20.177193469874567,0.7229293564830008,0.7024183185784356,0.0,0.4267051892532572,27.76063071875184,20.74595819156479,0.6537727617974343,0.6310208306902295,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5256855357845787,28.09651553867776,20.432228282464955,0.7334643663552309,0.7076217432472226,1.0,0.1949201561669927,29.206978981905845,21.539640601457,0.4806186826096371,0.5094668481873197,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5493476873147183,24.51201927860625,17.63510588980837,0.7453181312335934,0.7053821040405662,2.0,0.1620711127196974,37.74229979290759,29.10787996968996,0.429052906998448,0.4332948682623079,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4822736142687308,27.13831645176557,20.07776230245929,0.6949721366850243,0.715605221737554,4.0,-0.1513696130821591,38.38459998558624,26.689886571018256,0.1489630624685359,0.1548848295467751,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4390025049759647,30.038075984340864,22.39445381549661,0.6643438719963578,0.6237336496186104,4.0,0.3301922088816118,28.39722746136216,21.005758893975404,0.5767615971851241,0.6004398238203411,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2636371458454282,28.048571827101785,20.81472954868641,0.5151248749920676,0.5214430210392251,3.0,0.3204386186176793,42.73074013337246,32.87453736072563,0.6743568468160002,0.694392973122905,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3968234025125865,30.670210162588983,22.65677074727099,0.6360880006503078,0.608427054768622,2.0,0.2866554058958472,30.70901868845402,22.57041936970332,0.5554136511951152,0.5701791027381017,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4136702677632603,30.5013404997906,22.858658819363377,0.6431784906594793,0.6103982629716427,1.0,0.3334796035941071,28.846355520668297,21.512298179960727,0.5832256061496655,0.5890274423216184,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3831954466871544,29.72816463738016,21.81329694477621,0.622238655564647,0.5864633045293628,0.0,0.1858740941633606,35.176651318404964,27.972686621216,0.4442023705956151,0.4205675488543413,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4643672979574529,27.91789075941665,20.252575587335063,0.6839773084930791,0.6528604294640146,1.0,0.3391019249378993,29.07127950191821,23.217400379091124,0.6047673446272035,0.619034499097034,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5495634034562422,28.745929460962408,21.42277410828504,0.7416909757418804,0.7316329334660245,4.0,-0.0617818788297301,28.360928154405244,20.99769007923694,0.2684830139092155,0.2778589994274433,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5639044156381536,26.391338571566088,19.290983222955465,0.7524825600115208,0.7331649462419482,3.0,0.0847574127938215,32.735183015204086,25.31763472171429,0.3866275744065229,0.3997783289119894,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2177433839054768,31.82098865157288,24.038703980592697,0.4696948291882563,0.4699474470134446,2.0,0.0348507240928781,41.25163109525756,30.917398742185227,0.5300892042554656,0.5580420481828564,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5204194865678969,28.156484416231017,20.72325581433566,0.7233412597481026,0.6891293212562186,0.0,0.283828045118449,27.834287503968422,20.98857615615192,0.542242126559612,0.5246062092881278,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3909657669241593,27.61099037934622,20.440722706407016,0.6262400352333577,0.6274120792878026,4.0,-0.1363232559949621,44.96158831926815,32.6349366392143,0.2916603526083503,0.1959949073451919,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.369866499158752,30.70421523896816,22.894627668295573,0.609456727119551,0.593138369667206,0.0,0.3116111212908846,29.23724463455976,23.67316852613272,0.6113097741002232,0.6200406968166279,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4204355915792069,31.31073018077952,23.72660010867524,0.65059311778751,0.6337728177293831,1.0,0.2634639450763876,27.443726325325112,20.86722407438119,0.5491895995492608,0.5216485757296541,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4087205631221808,29.702023973111324,22.10206063822735,0.6401199442737562,0.6004911697684967,2.0,0.304884786540802,32.32974830611296,24.93512577246608,0.5579594619991222,0.583053387082361,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4426115426243445,32.24508389326451,24.84389284918344,0.6659284553224747,0.6706067571465841,3.0,-0.2151368480121696,27.52978355945766,21.31112864217232,0.2757205711619012,0.2437253941588605,3.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4886328794242688,29.02074348607365,21.747217840177104,0.7012548835190457,0.6808531943392224,2.0,0.2620640552497967,27.53579357461606,21.40351668190497,0.5600467551002614,0.5041741790004081,2.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4552584005247242,26.22500572309239,19.77018634940689,0.6776284233743213,0.6789628668451969,0.0,-0.2882956697311338,45.14617896066756,31.626357652052395,0.1256733912504928,0.1010602765823709,0.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3652000659492581,28.78655779783262,21.65016032050813,0.6088020960767373,0.5580392021820997,3.0,0.1589162875079617,37.15574698799783,29.41279021282837,0.4001460833823954,0.4008463590288899,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3988003810667183,31.038612149534064,23.30391612113988,0.631739430444473,0.6106300702286485,4.0,0.2891996888574883,28.359625436388203,21.974969134938352,0.563454340685507,0.5209593140122365,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.399659976865431,28.183199584480267,21.308457148241168,0.6347371137013713,0.6442435898185371,3.0,-0.1467150566280364,40.17823237755509,28.178286522170456,0.1351425780798938,0.1530110401400002,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5072358837952893,27.612931763746136,20.29778221913916,0.7128682228822605,0.6743135669126195,2.0,0.0608157625067082,35.8076571440835,27.013934215733368,0.360764581303922,0.3726399731450521,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4124309883403484,28.515627009525755,21.050149013327992,0.6461790067056169,0.6002756530332514,1.0,0.2720840097565127,32.07520387248525,26.29330569319609,0.5441337465033524,0.5349664778707146,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4510423967066559,30.20542745842044,22.39555686893704,0.673791300301814,0.6624838441499072,0.0,0.3251547729409451,25.580989701637485,19.821478986680507,0.6259358344977677,0.5280935898278251,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4058138952045244,27.88177637306249,20.611011486590023,0.6415106106266226,0.5862856819114333,4.0,0.1154470409942332,33.934675819358745,27.67086332648634,0.3621291719405425,0.3719470683822566,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3824741443552851,33.20019034053611,25.6230992990452,0.6200620141355833,0.5990192340142497,2.0,0.1979341380348429,26.79302541956796,21.143060178187856,0.5335794214490431,0.491325168210982,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4260265957124848,33.42705313531203,25.66938843430024,0.6535959819399125,0.6626875090392638,1.0,-0.0367234772942375,25.43113237982816,19.97248919819388,0.3736969127204504,0.3156344075359223,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4098239984994594,32.37184405009986,24.481014758975164,0.6413903871594844,0.6365674550313474,3.0,0.1819437414555266,25.532767113360816,20.506547342836253,0.5097710411957758,0.386494373172799,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3946091015712202,32.44302980589423,24.771107786934568,0.6302004150617809,0.603458624442515,0.0,0.2802557045533889,25.82172668765775,20.136414243424625,0.569592699823374,0.5453413184738594,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2760202410165757,30.844470015214025,23.112196656781222,0.5304035655626306,0.4850205023013935,4.0,0.0345090875106898,35.55448669663289,30.896074364628003,0.2954742855955988,0.3028013358136239,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4003926526879284,29.33482837589856,22.21031215690225,0.6336874973646889,0.6514985794915906,1.0,-0.2487628299291739,39.60290840396584,26.76055546645801,0.0670434038206724,0.0594697719271844,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4815810435703204,29.02271903105594,21.790789649924623,0.6946180882034126,0.6763457002907547,0.0,0.0504317779159276,33.087570378339194,24.439841168721514,0.3373027944809578,0.3175423840291613,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4391033773879851,29.29634794185197,21.973038114629343,0.6639383664115135,0.6285410761633993,2.0,0.2255393233739117,32.39899944169457,25.21127589296787,0.5161347607642652,0.5330718099257229,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4249062144358303,30.368610738259136,23.07899892385836,0.6559524308449917,0.6228938859319901,3.0,0.2099513729834821,31.152280691888016,23.006423055760035,0.4720530821271178,0.4563005286815844,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4644536716842498,29.75464294739345,22.713816892532098,0.6822056967875423,0.6683178971392735,4.0,0.0355988394080741,30.656608031228224,22.311905748221943,0.315908271732692,0.3116907093941749,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3472101071143973,29.81708080176114,22.67528906365696,0.5943342167079602,0.6122205477215117,0.0,-0.1242025303584946,39.754062745834936,27.753027553558347,0.1186804281602085,0.115564051690995,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3810105646902703,30.146206431303,22.23716486958395,0.6181254965262579,0.5775909066104283,2.0,0.1491769138424497,34.56292528426589,26.908610151977232,0.4368101614867566,0.4213505055721908,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3446750310607791,29.762350007934256,22.164677848372342,0.5895826477954871,0.5660851464189395,3.0,0.229838251736644,34.82655999334454,27.18433133226195,0.4818516812230313,0.5368570704390703,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3855297710159551,31.110462079712992,23.59166038382871,0.6232013835547303,0.5795159963181135,4.0,0.1613343109632856,32.3712543914029,25.27020534047213,0.4133343307874618,0.4428493494693272,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3302277876946808,32.76708028165456,25.055784840467503,0.5787317896448412,0.5482624174389431,1.0,0.332390931294974,27.95158963526859,22.52216468722527,0.632820837911507,0.6355652409503745,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4026576071089407,30.62437195181401,22.74630958441576,0.6382680308143995,0.6150898880594473,1.0,0.4023555493753834,27.16092609768992,21.228482620107464,0.6425678153016063,0.6130031239160585,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3491805902363573,27.72664049829714,20.957889618835,0.5983307832033609,0.5738850199717804,0.0,0.1549113030361433,44.35359730673358,33.108256944811906,0.5750728736757307,0.5785262254085349,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4693229054613157,28.81680675449922,21.30763740648101,0.689507980649865,0.6508017053970634,2.0,0.1620606455048296,32.27170518355234,24.28542530550544,0.4398422858185022,0.459773562374876,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3400433815896981,30.12834470639892,23.194788036721704,0.5933889687970613,0.6083040159808153,3.0,-0.1263665474020103,38.1361135851943,26.74590926612296,0.1472498662548538,0.1404360085022373,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.3966876450032601,30.676730124602848,23.04044755802075,0.6331930806875992,0.6103043666919522,4.0,0.40508952947466,27.379553174807427,20.65345021321941,0.64011667585098,0.5994742764573633,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3308298706719855,29.69026280328093,22.432630636591448,0.5770088226858523,0.5906484514145252,1.0,-0.09613697846422,39.12188389174919,27.40548456632174,0.1716497257269857,0.1435657462077952,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3356157850513563,28.223497471881103,21.0342080129406,0.5825920752724438,0.5483781938885204,4.0,0.1359229600545268,43.44322738627796,32.87737926468426,0.5930037383920509,0.6419204640087715,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3525665609596511,31.90782031771484,24.33322510725469,0.5965616585476485,0.5582978842448449,0.0,0.303625311105774,30.13953358024689,23.63448687856648,0.5669282273659034,0.5972637606872038,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3151039062943552,33.190065747160844,25.250348458996523,0.5650929630585555,0.5500507185153394,2.0,0.3749598646225377,26.3105468702702,21.634197551604704,0.6638795153516593,0.617030104151469,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.1520753826330709,33.67960851073271,25.082763127380947,0.3906829521185758,0.3895691642107362,3.0,-0.0224112703399723,37.40799075674696,32.48828286850557,0.2024089877648027,0.2694318979304273,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3673053636292834,29.20737944962279,22.15987039812941,0.6080091157485996,0.6194682909745948,0.0,-0.2003776826698935,40.90807916077521,28.922441493148508,0.0885945339535587,0.1160670260938554,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4294314140682503,30.806343982211168,23.17788295453529,0.6602196685257102,0.6469399672528325,1.0,0.1963094570816117,27.980812032430872,21.44539175062364,0.5506955097575078,0.4766468852170227,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4334901456746441,29.65711370382133,22.352892626787146,0.6607795237653395,0.6118286640233308,2.0,0.1388564856336297,33.89877499952987,25.619070016122222,0.3833954047719601,0.4235115717632206,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.464537996676359,29.258236449706448,21.862050535708946,0.6834110732251795,0.6591622947316081,3.0,0.0186560323701728,34.563661495223535,26.365411126442503,0.2718589065274627,0.2604609014285315,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3253158016253469,28.21020088934324,21.089319346307825,0.5795992104387084,0.5643158654459837,4.0,0.2120056726716198,43.41753806442696,32.277352455227,0.6257776674393576,0.6306202010974221,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3824400255838408,33.658621753808234,26.169582288187364,0.6225350111203678,0.6214398006191691,0.0,-0.0300807523716639,27.05561823628058,20.33474841951218,0.2367172163914772,0.2255081722418997,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3638552629344512,28.10745560897418,20.616381430357062,0.603642161623325,0.5762034177572251,4.0,0.0216567357579052,43.48314057464322,32.23915979210244,0.469984233620567,0.4903767072702666,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3857452291473049,32.40117515024942,25.310553866560443,0.6255969356912726,0.6162502094950747,1.0,-0.0558075615603217,29.900866437161287,22.073959765759145,0.2672473196067444,0.2728673984742678,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3394350068570846,29.10991560212838,21.562741739954813,0.5837556078995256,0.5673029654732866,2.0,0.0219719600789191,42.16530353068558,30.73286844187769,0.4117778508460106,0.3679334567621249,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4097936363208279,31.43490348236066,24.148083509534423,0.6429075235736823,0.6110006433715729,3.0,-0.1034999418915427,33.64644914644906,25.6783702740158,0.1768446747063177,0.225611424129554,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4338475396957187,29.948160551293125,22.69015656051283,0.659994276081215,0.6393241270785712,2.0,0.0841608972668109,33.39037280583657,25.41958057142998,0.3349484656837123,0.2767777234194745,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3759191254582728,31.839709978998748,24.31324287478395,0.6185314690533472,0.5940824646873865,3.0,0.2290848454490336,29.11056103481789,22.34712239706913,0.4820419114388771,0.4261968421197115,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3262339211436019,31.527425677774072,23.93905777877257,0.5777468635281389,0.5413718009681889,4.0,0.4221025768000916,29.90869378166971,22.95865922477704,0.6569483021641912,0.6349572179471951,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3024987355971459,30.37910236786632,22.74200940919636,0.5534914791692005,0.5043120443312943,0.0,0.0449326720604853,37.65143725540847,32.5271570658933,0.290299987077444,0.2513966107407381,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.2528730887536899,31.59528122699516,24.460442776769817,0.5104944462472442,0.5220535705088701,1.0,-0.169583930195371,40.56480984618156,28.768820244744912,0.0668236302491268,0.0348986719327665,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.482629728828975,28.32518451338946,20.5911895089868,0.6989280518639075,0.6718274077628202,4.0,0.4403626533707238,27.54117280413093,20.491747035366213,0.6638058790906423,0.6520388452896045,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4321266762035383,28.998575716803543,21.24395354612723,0.6664682703939959,0.6412189463332794,3.0,0.3508092176163537,32.559999782853374,23.944010282986785,0.597444156823664,0.5684822188197578,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.46689991330545,28.486778736638005,20.77749632018396,0.6903933756426497,0.6721665171792479,0.0,0.2852266358748716,32.33711250620436,24.09084682388175,0.5613313526615471,0.5188966688224717,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4191376357083316,29.75058016349953,21.553299342039512,0.6649884920142809,0.6433728007231516,1.0,0.3795334897900034,30.143451480206927,22.25995764237234,0.6278164682237398,0.5994553484516314,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4802599397989417,27.95937578877808,21.16396829688957,0.6970959113462929,0.680708948342906,2.0,0.3400524112774267,31.86964314087876,22.80463266468048,0.5893059867236391,0.5539178171311778,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6023836092569065,24.797954190376824,18.187341921063524,0.7797674427879158,0.7653511009653655,0.0,0.3735138324994812,29.30777533210644,22.5649434140937,0.6257909431333204,0.5971330807748771,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5228614069612553,26.93625410938449,19.728568880077912,0.7287380677848305,0.7043388029699224,1.0,0.3646601871124232,30.57637500294057,22.04807829368278,0.615829761438303,0.5815361591490728,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5203050471760752,27.079499296072257,19.77319186317839,0.7261877848557019,0.7082237980428406,2.0,0.4685007009228056,27.7015158399585,20.718190072987177,0.6890383849086529,0.6452955691641833,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5337954365787121,26.58414013325536,19.37346510383936,0.7513392448319351,0.735779947435198,3.0,0.364569419512748,30.628857958938287,22.71195595860808,0.6135640589986973,0.5881569820728849,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4600182483549858,28.527555540342583,21.25431216071158,0.6828103434893167,0.654845724470465,4.0,0.4650818326723431,28.604413212455,21.995725661578245,0.6928935316799487,0.6710306649693398,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.317832650700089,32.44804641690561,24.32393530102299,0.5643146348917417,0.57369743835621,1.0,0.3240077812997617,30.58495727028757,22.93215632827968,0.5696775923669566,0.5659324685155787,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3359816243359258,31.62231751934245,23.181606183548496,0.5835423458342518,0.5865752767420315,0.0,0.3264500730144475,32.03760336974415,24.382663065348588,0.5715901357261629,0.5853105050192248,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3431991916864459,31.493578549096537,22.938896237219847,0.6004800702370319,0.5946973492367749,2.0,0.2723148237036237,33.18742227018488,23.55893868140652,0.5561819790384456,0.5634382812039017,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3831125280371913,30.78488766552476,23.287304112591155,0.6231634286728327,0.6156747220348774,3.0,0.3533746797622128,30.241731120611487,23.320883234259195,0.6261023490918072,0.6257186603083678,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3629778889296807,30.856060117788303,22.439461959560543,0.6267394168959225,0.6155746294560551,4.0,0.3579324120754346,31.83248936500742,22.7913700882768,0.6416322463650476,0.6324978819878398,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5107269967405682,27.37643268933188,19.8430756176951,0.7183337695028674,0.7023813653043017,0.0,0.3357776550860399,30.79920533868153,23.43940313156337,0.593202950917016,0.5606631949533017,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5161415168758141,27.12879710446149,20.31289998251118,0.7249338693907403,0.7061004201010495,1.0,0.392953434615637,29.90732733369508,22.77800044059753,0.634861727556745,0.6158169433426364,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4088426063203461,29.47365272810992,22.004644059182848,0.6420925874997933,0.6167733371201016,2.0,0.3910475252141449,31.972008289458664,23.61959168232957,0.6391715247506236,0.6639598317258233,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4605426087247277,28.41349699916852,21.280192641744875,0.6851740633051209,0.6709963576112057,3.0,0.4194236615820671,30.213325919000265,22.32976861028802,0.650929217277057,0.6306254749102441,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.46753521302606,28.157288392787187,21.207325569727647,0.6882231139912913,0.6655535145648227,4.0,0.3783321034042058,31.541226193585786,23.18387927136356,0.6353144274596104,0.6632889843228874,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4302501722272032,29.194281370340462,21.735291482850297,0.6577766697848484,0.6342079111841185,4.0,0.3687389309535548,31.53137664835577,22.970203041155045,0.6104188874779948,0.603297096116724,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3124342251032843,31.455016430312178,23.57623470329912,0.5635013363584472,0.5717027561103644,3.0,0.2762932986300279,36.01024070484823,25.31606592329888,0.5447201596954789,0.5741069980974597,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.317155210581386,32.14871610804058,24.78202373183264,0.5764481763143185,0.5880208983866123,2.0,0.3421289282443973,31.37420914180874,24.160381541317456,0.5951155726288311,0.5933792405697416,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3368941319531208,31.831302474808933,23.802236626468297,0.5811771371259399,0.5934243660171774,1.0,0.2231972780178984,33.48424685234786,25.20947045370651,0.4875460516320657,0.4940689336779436,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4115706142553741,29.27808737536987,21.52783927239784,0.6448267076243925,0.6303960970326569,0.0,0.3494127430238904,33.56328118876377,24.6980267663002,0.5970607624331816,0.5912798032143085,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5387211738167081,26.274612350595184,19.41854504590001,0.7365500712124644,0.7171688225177373,3.0,0.4574758160545062,29.10650963465632,21.65444786114562,0.6778277438455318,0.6678621132888152,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5220117270689841,27.428354483779746,20.11540870028816,0.7257677238808435,0.6998574479525467,0.0,0.316641926606924,29.38041316371616,21.81218771638936,0.5825264308159667,0.5620793394679509,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4888230626534021,27.78406164013707,20.52441250801576,0.7003468430283557,0.6807123378696329,2.0,0.3847536284762858,30.55063664443309,22.432896606131774,0.6227197204191615,0.5901065750084329,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4405822857949037,29.094472333977908,21.1259389348471,0.6699605933834472,0.6627989981297051,4.0,0.4042343963602723,29.889529539077333,21.97888832437176,0.6505948580120635,0.590428999398839,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4953638300166483,27.676629605892064,20.39121395834015,0.7047858768651089,0.6895624976795347,1.0,0.4177518838193698,29.432628893532808,21.54051711574973,0.6486891158754958,0.6103267166996547,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3958163949405723,30.48572115477321,22.953320347598154,0.6320758648996887,0.6160559799781845,0.0,0.3883589303546273,29.328431506108327,22.24213260201885,0.6258017498902194,0.6157369792739242,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4013464566620713,30.051466573328582,22.556596511526468,0.6349691254768186,0.6152772585619298,1.0,0.3509849609618894,31.463685651658484,23.19678523988593,0.5930460128337456,0.5992933061167824,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.2943809356617881,32.92230852109042,25.20066004700857,0.5482784674633834,0.5556834060923453,2.0,0.302206143234032,31.32119585963452,24.44838508187908,0.571873523176786,0.5967350324601094,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3694217074758713,31.081534549775306,23.48062329068698,0.6109556553715361,0.6006705261066158,3.0,0.3928905879498806,29.46169818367485,22.167994905223587,0.6306129496749213,0.6336385444367921,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.363653280881823,31.0703475066915,22.75634232696462,0.6212965500211054,0.615103838821341,4.0,0.3125979213059022,32.01756734614789,23.464625689728617,0.5668583850373585,0.5620579729772837,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4083394529267927,30.15673886773832,22.59259255358944,0.6424241049516751,0.6295471539412524,0.0,0.4087996726330252,28.87606702087101,21.55575772860279,0.6400175411564097,0.618605109319231,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4185443867329087,29.87581628379377,21.555464064287403,0.6638758355840296,0.6486333964773977,4.0,0.341620520154022,30.568523316701736,20.89235377192824,0.5965788353483801,0.576550750185944,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4271785427241082,29.66922131004584,21.66223110114385,0.657042811253985,0.6568996832063637,3.0,0.4192275307109513,28.64243529717874,21.23355817802637,0.6495219241522097,0.6305150335711098,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4563329971346063,28.50067252226433,20.93296275415976,0.6759670621558751,0.6589142798926634,2.0,0.2917907168561955,33.45984984158085,24.0320446545098,0.5465392254724046,0.5441421258632257,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.478548416356144,27.82926640462548,20.78415300443564,0.7026605070966425,0.690692310463891,1.0,0.3330521274102621,32.85645970206665,24.810045778506424,0.5911384237807087,0.5717513402172824,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3944581449601795,30.43271962121065,23.07582791299444,0.6308221603124193,0.6225082089462874,3.0,0.3567215253612683,30.355318198315064,22.691168576828424,0.5995180458612602,0.5721140983569036,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3367840572381635,31.685107898563142,24.078796579093147,0.5843281841893058,0.576028859212307,4.0,0.3670401924419173,30.773216781681903,23.593974082450348,0.6193216780829779,0.6372800181179826,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4052070341153078,29.832266971054995,21.81601173215605,0.6472895352256406,0.6238904867401855,0.0,0.3784362651182832,31.22584318191164,22.13613458109555,0.6356807442958141,0.635487248531955,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4384672582857108,29.506486100228745,22.082138744553475,0.6655471164015667,0.656166503323583,2.0,0.3412281065627961,29.90645388703403,23.03234138125589,0.5910710418818269,0.5209592491928177,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4112569598680613,29.59140170568597,21.73249641011165,0.6444986838936111,0.6245973414218748,1.0,0.408170513957995,30.8359094177196,22.970805806329807,0.6430230663225708,0.6286832565013423,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4870708665862675,27.742932178623324,20.758111329484475,0.7018961681707527,0.6834571910642456,0.0,0.4390496253313836,29.55428274349029,22.43000310448097,0.6660289527395686,0.6240168755847297,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4659830078380997,28.32237710937752,20.844699889734592,0.6877147263886488,0.6653484290182021,4.0,0.3483445651710736,31.72939479247824,22.764797923401616,0.6035346146277593,0.6181523063861432,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4569621405472496,28.59144177698913,20.961401869465227,0.678018397094791,0.6546914688087647,3.0,0.4496648241639827,29.06022458732562,22.0455122393386,0.674987600246272,0.6527269805326452,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4626725938510199,28.63355547653628,21.598927229317898,0.6857798499972971,0.6694132450918105,1.0,0.3642567042620952,30.424247012715245,22.44129489679206,0.6071826622099347,0.5850296530446569,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4461462991830405,28.62445880643221,21.48003348678596,0.6714392128702869,0.6612222326990524,2.0,0.4252814897127677,30.62875351702712,22.50988122533119,0.6533795205071182,0.6170664174134551,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4176461774047126,29.379294605124443,22.320633446157792,0.6487796385522338,0.6197167404697593,4.0,0.3231760883634368,33.222524393002054,24.1522847246144,0.5703499467636312,0.5851986778890723,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3893313873161186,30.483506815908527,22.657386251220142,0.6244261729389223,0.6118612172445885,2.0,0.4509060751454778,28.35249290819083,21.64192872405379,0.6739152576972938,0.6505224222026167,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3932841126663546,30.404972474401617,22.55374942725366,0.6293915457205062,0.6144310090882212,1.0,0.4326771344336939,28.82463544279488,20.98683556742211,0.6608544757585589,0.6522558844847695,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4362679595435711,29.268698651797127,22.00344264750224,0.6621668237322871,0.6416137667362067,0.0,0.3120823834258964,31.91909158949625,23.80716975513223,0.568126985585339,0.5629279855246109,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3227284363877314,31.970270288045427,23.55226654149408,0.5782552459971233,0.5789952786315168,3.0,0.2541232659913782,33.70115956349656,24.377195266723632,0.520385733414518,0.5315617074974002,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4273476125628827,29.898994995626648,21.917619042422672,0.6562690169807008,0.6375323993734697,1.0,0.3786707211887091,28.50812874713345,21.80268944327472,0.6167883242132173,0.593028527840478,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4196983151235867,29.78008235927398,21.88414200445152,0.6518199326128984,0.6418763187149632,0.0,0.423632298989448,28.84409729399204,22.44334161254151,0.6528649094678747,0.6072878981271443,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4366207982163217,28.794940436630363,21.61563626544769,0.6659647098841053,0.6407491675760834,4.0,0.4497107597190382,30.293513917694312,22.935432166550257,0.6778671124741483,0.675386409591378,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4504286075985761,29.35316418720437,21.36327497161884,0.6751793299809432,0.6594173309651875,2.0,0.4470135638692489,26.63669581292416,20.58421114873886,0.6700901924989866,0.6168361688652969,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4257358308603635,29.591598221285505,22.57966044016652,0.6591251496221554,0.6391003962819938,3.0,0.3202025284518736,31.47345713604976,23.109752257412428,0.5743763383860707,0.567268831922368,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3810121436416019,31.14852175926852,23.17307566118241,0.6195607777723822,0.6032980294373144,1.0,0.3963759639115018,27.728177252658767,20.781386618993057,0.6311010587350978,0.6238304845118618,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4017779503996267,29.80462692753548,22.07873573480567,0.6383759571698174,0.623104144233631,0.0,0.3693208852765408,31.94574389833524,22.89460534936108,0.6083300123722095,0.6010317799841278,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.38797794091767,30.35168701032229,23.39926859817766,0.6321098372765781,0.6190319158207185,2.0,0.2881115819357406,33.062975799077655,25.03501593827548,0.5509885251560052,0.5379123818090751,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4141540174867518,29.118464992309736,21.49366598479552,0.64573916856951,0.6355625233418793,3.0,0.334383681274941,34.20091435451714,25.55888762444013,0.5888588463992115,0.5550681397911691,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4021434178310851,29.624979038950155,21.971700022975057,0.6352050846305101,0.622642918382613,4.0,0.4128167398569201,31.425895555035407,23.66589175765156,0.6465851005938573,0.6406050211464158,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4288688803604039,28.82985627799635,21.315646049739563,0.6587825587467098,0.6434365381895046,1.0,0.3766361178742823,32.91596155740528,24.25930547159502,0.6174003624353533,0.6012078203498818,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4149848760585571,29.865508367119062,22.00367829732944,0.6466129158705443,0.626025680238688,4.0,0.4505532968605686,28.309719257406943,21.67996149479853,0.6745749897757416,0.6594284241004916,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4160029953413549,29.77889861360848,22.27789083412576,0.6480854647077652,0.6335254130107999,3.0,0.4146870595625626,29.48316867406587,22.35409616803796,0.6468667684161772,0.6100048840458279,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4171823582290728,30.54265151324286,22.91402563315221,0.6476329030288444,0.634448855974181,2.0,0.3339912034559015,27.68908528735695,21.47270612085029,0.5969877677373628,0.5519150548201909,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4639764005708418,28.30543241309111,20.93922924198761,0.6817773285806793,0.6638335500026457,0.0,0.3579676704769032,31.83529141068405,23.63449233828505,0.5986037723099262,0.5757980593025923,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4182071270419405,29.83252861216136,22.04179406939264,0.6475478731998189,0.6345769972500983,4.0,0.3127156089285418,31.436568827900647,23.65786565992277,0.563390677416007,0.555265227569951,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.4304579001990747,29.53837438618294,21.997772391453186,0.6565978253165403,0.640043266559459,3.0,0.3142198769734863,31.293267441725096,23.23271436243188,0.562866902982418,0.5339828146202543,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3992636563744405,29.83871762312998,22.10530590026081,0.6336914126541813,0.6178435904712963,2.0,0.3775503518426091,31.849904943814742,23.241681588316617,0.6180323456919206,0.6073707578350409,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3488984759923256,31.29426591243885,23.83941132537633,0.5947932338156827,0.5849168833066867,1.0,0.3277186969034512,32.173246724851204,24.42632691401652,0.5747217444447751,0.5740891936797161,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'avg'}",0.3945025097170371,30.376553958649943,22.873308748232176,0.6317444518129505,0.6173632423940071,0.0,0.3554628320358797,30.71419634997172,23.11163664877252,0.5996451268820022,0.5777917581307691,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4584897929844849,28.52052416293188,21.307346475421976,0.6799435284397936,0.6660455268883334,3.0,0.4167861056698386,29.99985742286272,22.53674267680024,0.6461009687118957,0.6223677063928345,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4452526030501519,28.52450407832368,21.27826015240342,0.6697536215995359,0.6496711227473241,1.0,0.404645260679913,31.63333626730053,22.66527816114932,0.6454094514382621,0.6521663342587416,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4421166321155912,28.914387517403668,21.186703660764103,0.6703584355145162,0.6563184883067319,0.0,0.4213236446129076,30.054108444766367,22.225089076845613,0.6575063423793885,0.6123582559326539,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4835339530156551,27.46019317948068,20.74869175886618,0.6983676685705724,0.675572342052941,2.0,0.3204291574869683,33.88741885969077,24.57733247678574,0.5714339094158052,0.5462846159385241,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 7, 'pooling_operation': 'max'}",0.4130578762884592,29.82098325520857,22.044643486748,0.6468896505917373,0.6310597325302914,4.0,0.4266144525700951,29.24568351142108,21.776709240214466,0.6578241262046398,0.6233952640942183,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.312237398792473,31.9041952009634,23.62063232717122,0.5677246467161646,0.5734929427173056,4.0,0.2759486060632373,34.444173863160856,24.78572457593108,0.5351278606373717,0.5431600239450054,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3807485512400057,29.81563457154769,22.4967975166734,0.6176940685077442,0.5923513576744801,2.0,0.4168523232948369,32.489634799498816,23.61588245864764,0.6543398210948167,0.6795811265341969,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3318805231131253,31.432775915751048,23.549430654212223,0.5797083549668256,0.5815033941783446,3.0,0.3034524261902693,33.84012007229541,24.87119921227024,0.5518759766621095,0.5649460991270082,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3881296635023034,30.58461197210268,23.197333626058,0.62520039505529,0.6114309301189175,0.0,0.3603438724059674,30.38711975323792,22.19545212915499,0.6042948614218597,0.5805316473515609,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3872829302365125,30.075964354795573,22.255901715311285,0.6235274486833688,0.6136604677530376,1.0,0.3779443462225449,31.9392100867791,23.536007713187228,0.6262145990947888,0.6184128714965503,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4509669322861582,28.36403582350016,21.040884270315303,0.6737938760852331,0.6477462521289259,2.0,0.3908016133272362,32.13511294102863,23.411316278990817,0.6266953818970551,0.654139825969912,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4266452106926841,28.907862055111583,21.812768880599165,0.6574772655655161,0.636751333346803,1.0,0.414547673892397,31.82041058466897,23.60378746851829,0.6489700582367659,0.6427772050952958,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4437339769065848,29.132039773541305,21.7064261415658,0.66909287106522,0.6494124112884081,3.0,0.3444682763366952,30.898624890031908,22.77112609220531,0.5878231607560701,0.5755502189146329,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4516570450948479,28.833582150311937,21.650403895443432,0.6736056597019586,0.6550937437265836,0.0,0.3571237319473634,30.959951951926985,23.0443442509403,0.6087232692197423,0.6023199410589495,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4478387716179053,28.31139079153941,21.143484899014645,0.672239098779651,0.6480599486786821,4.0,0.3345497267531934,34.05393809328151,23.994566232419995,0.5902291931238907,0.576509620440597,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3866596330027122,30.43823031667076,22.69840860223117,0.6228408456814958,0.6032454537903721,3.0,0.3701037599771826,30.844597587205573,23.72312055424141,0.6133252287662816,0.6264519556064322,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.378669049574389,31.044730624486327,23.025523457015417,0.6166571514216617,0.5929714108849459,4.0,0.4079872768964073,28.201222897115965,21.710783230402697,0.6402506176810137,0.6190561491339984,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3892127974341705,30.35390163599081,22.59149134421676,0.6260518944958546,0.618967961649316,2.0,0.3588912984711195,31.274025253712622,23.803556041541164,0.6008540078220488,0.5535784100026561,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3692186861279967,30.73337157424341,23.20589710182033,0.609692964529261,0.5931305898946393,1.0,0.400259759998865,30.67159161850483,22.59190764711981,0.634219775136357,0.6263054105577628,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3742276868600234,30.93877106690721,22.90115063837293,0.6185903610894704,0.6094908963066812,0.0,0.3488521046759572,30.627179995966657,23.14619014361133,0.5940769591771953,0.5697691692861635,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3970163826180457,30.302647211168463,22.6012985078325,0.6336849854374949,0.623575553798144,4.0,0.4013929446976482,29.594461888856472,22.584810667168604,0.6356352052566887,0.5891374038967927,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3915837487804607,30.44238346572364,22.390880217545654,0.6335079584246666,0.6178272211719232,3.0,0.3331217538514095,31.272271851857774,22.343469626541008,0.5864166358088153,0.5879226438044041,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4044836617617399,30.20736766904008,22.68711257372409,0.6376917345022419,0.619735180936067,2.0,0.3723517699267215,29.93864397845674,22.056084646747536,0.6102290368560135,0.6082805467054602,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4097576286966842,29.57918836177602,21.790341324035435,0.6415829581092165,0.6176302754285881,0.0,0.408562388660738,31.02874714913941,23.10624077517366,0.6423284006143997,0.6332395213148422,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4294060734525045,29.54682063053688,22.443056238710064,0.6621793590462345,0.6446933873907589,1.0,0.3075215611227488,31.53369742320962,24.6343279979131,0.5725512095829854,0.5399558737100556,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4705152916543886,28.458812308409183,21.26464341912041,0.6892417378790701,0.6619573538785877,0.0,0.4200569997891067,28.80485999498985,21.59264851685093,0.6495064069665356,0.6108965128444479,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4687464120218609,28.23100141878914,20.5265342662955,0.7025719033589269,0.6646689752277088,2.0,0.4424729604381416,29.428719784619087,21.64630922071901,0.6751477509753137,0.6475010233921253,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.463665515595076,28.65379566986261,21.33260551424549,0.6827728753119529,0.6550504126609322,3.0,0.4805057933742384,27.307503943921656,20.717950001445534,0.6944378284090112,0.6621894947602666,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4834822443849541,28.109481417406144,21.129969482566395,0.7029681427570668,0.6725389318736261,4.0,0.4107621107359165,29.133301652164825,22.21461710182608,0.6531555767800731,0.6318673893582956,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4308292605412843,29.49926336486748,21.541493217438664,0.663907113668849,0.6429112790147177,1.0,0.4035195451516024,29.334768586305938,21.58553316406926,0.6419898070548091,0.5938489124893627,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5419840743556512,26.1485290364367,18.946010243455024,0.7393030845288342,0.7214786415476941,4.0,0.500171691537177,28.146988447387955,21.280508309638662,0.7075137630105828,0.6654235604831398,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5107597748674538,26.933037508680044,19.76492724177282,0.7176579679247306,0.6875063821828177,3.0,0.4064153319211796,31.078756113053927,21.96716687043072,0.6412556854314733,0.6446433307252276,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4592388826571192,28.41453383740737,21.84459092107211,0.705285605346065,0.6834505021737055,2.0,0.4224791829716865,30.25588065865088,23.612091617244563,0.6897307449270706,0.6544192907512348,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4676135474567204,28.250715499375293,20.743596501699862,0.685407793751142,0.6538076638375988,1.0,0.4777090036123241,28.57187902588428,21.075391280233045,0.6934280243367339,0.6590136475503845,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5899612091028938,24.74810393184104,18.26019139856181,0.7752235451136266,0.7589522458113978,0.0,0.3353090831031925,32.423366965601936,24.61194601340816,0.6079223278767286,0.5990056815657233,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.404622668782075,29.89037433062997,22.04785344892495,0.638145066411345,0.61706014734402,0.0,0.4526141482291399,29.19403661390709,22.327516891859165,0.6772996879664314,0.6501206535479421,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.397912801447379,30.2445777864623,22.502027037111045,0.6310358908525188,0.6122108456435451,2.0,0.3962392810746801,29.89382646628321,22.1303013499273,0.6314437557265196,0.629082544829747,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3672117341101684,30.70897017742694,22.5630307654126,0.6158285739777734,0.5917081697733367,3.0,0.4389813161786831,29.89529726000072,22.230454442716624,0.6730495082145802,0.641649059878433,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4287532184385378,29.655900903427607,21.86164356344448,0.6555730510336155,0.6276980570723072,4.0,0.4572942373424833,27.536592820805705,21.468081445354304,0.6781822458134786,0.6220704909430447,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4363654701577952,29.15332178136584,21.88204987791304,0.6609134537560009,0.6294208680613442,1.0,0.4007523209037744,30.25728726209236,23.17149189325228,0.6347422261321938,0.5997017877841355,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4531563821866039,28.919064351719047,21.121778800529977,0.6782540308807832,0.6438396330376492,2.0,0.4129450174878539,29.022248836256846,22.30103113610777,0.6433746966483216,0.6250581838741502,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5022680238815722,27.25787768743523,20.43744680366175,0.709216095573054,0.6796425682350793,1.0,0.3857606798868135,31.19647197048379,22.85570512549845,0.6236687257000442,0.5836154151984233,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.468812718580439,28.8484790296705,20.971033776568632,0.6888733920179151,0.6604030909714663,3.0,0.4245550198874972,27.181476980480525,20.961533188493284,0.6557535834369536,0.6018460668314938,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4527204948961247,28.58841550681556,21.37752106833948,0.6773353742144599,0.6453179190778949,4.0,0.4790242990057045,28.74408889037063,22.09594668908315,0.6996513466764693,0.6648500248327093,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.5361724512878685,26.195610399812253,19.4267228926559,0.7354379795558343,0.7079027589752611,0.0,0.3636774218194666,32.320417521258484,24.2852928143854,0.6063916636594675,0.5871237311552949,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4417582302694164,29.07861500561188,21.28418937839874,0.672153990284057,0.6447171118065865,2.0,0.3944122523665564,30.115056887749216,22.3754756446342,0.6331171471562105,0.5919856625122799,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3679052186065208,30.653287295528926,22.86814676121,0.6102715076353535,0.6027301377521725,4.0,0.3202421494154328,33.11063733393361,24.916208311789653,0.5718077595933218,0.5483764152322288,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.407678151665134,29.603427153705944,22.34395584459828,0.6390495094127434,0.6199496784066459,3.0,0.4378730769262471,30.3519812041952,22.01587310161329,0.6658436336625411,0.6634082748782225,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4328607581722791,29.56991529213381,21.86841882108744,0.6632677594478944,0.64183208160699,1.0,0.3908876475627243,29.12414843717769,21.61379551500817,0.6271702133958031,0.6306824974707638,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.4035325382620698,29.90364757789356,22.25330731935044,0.6358161158127676,0.6310919129928307,0.0,0.4840608568004091,28.33164437365137,20.7547607182248,0.7020230970871498,0.6273583592731878,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.532533796335719,26.608462900927844,19.443273345949105,0.7302231814986249,0.7094978208884056,3.0,0.4901102033261016,27.59495872678591,21.11406597340597,0.7032992714896947,0.6519025678139909,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5289512073252526,26.884840465512845,19.90456253016485,0.7291356238876975,0.6992941674532459,2.0,0.3544178361262476,30.295568844515973,22.24247312034973,0.5997553398369653,0.575975947420205,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5240436976656527,26.72678662993185,19.677155985311288,0.7257109660923884,0.6988400188740175,1.0,0.3688653914668175,31.334022353373328,23.07310283323837,0.6104483080899515,0.5889454334748475,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5154565733228058,26.94314413007233,19.98037282670688,0.7187407604443383,0.6892193028886483,0.0,0.3838378593019422,30.94221046385281,22.533569388102173,0.625706966760333,0.5911486357686352,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4974972149035334,27.9321154764936,21.05082457115879,0.7066268728002387,0.6747503265334166,4.0,0.3240966627833455,30.19233555289109,21.77560806695076,0.5780819309493235,0.5486059939879392,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3551350924343297,31.36827002641301,23.785750133021235,0.5995409500287321,0.5926694563506172,1.0,0.3916795422816514,29.71308647336422,23.45327251779217,0.6339706630006832,0.6098833788330155,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4182040985925082,29.59322425749573,22.18073180076848,0.6472977318033897,0.6259591845628959,0.0,0.3844857093134985,30.77053760709491,23.34900610556668,0.6201595806864326,0.5768821010561085,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3791914720775438,30.46609573011551,23.739578208851487,0.6411757520583146,0.6014840392647749,2.0,0.3803538169433634,31.27745648370786,24.57277418329944,0.6377425705942107,0.6254840166767396,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.4022388327622268,30.487068921107166,22.67948723077448,0.6361986324671967,0.6015806612409752,3.0,0.4303347813942003,27.625930455821816,20.872784680653925,0.6562894679720127,0.6434387667022164,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 2, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.397012823823912,30.183315838604784,22.50892749764454,0.6339037231177989,0.5983227841114912,4.0,0.3915715530243271,30.36291342346952,21.79664257508108,0.6276161830851921,0.6015494396599177,4.0
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random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 64, 'kernel_size': 3, 'pooling_operation': 'max'}",0.4291496471026833,29.551109532713305,22.095617873426985,0.6558772391883205,0.6347569539323973,3.0,0.3496642571823963,30.603893906042654,23.07802513937754,0.5923504046942307,0.5628023030213686,3.0
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random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3485141594876592,31.144203595194323,23.193698289884274,0.5905645780467372,0.5719040193909336,1.0,0.4055096965229815,30.85367544123915,24.339410141566024,0.6385011946569686,0.6082439422186984,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2363093832487368,34.130772630707206,25.606919735973825,0.4876829442254163,0.4977595784515359,2.0,0.2585462370279081,32.86500046714542,24.84011330999087,0.5143777209625627,0.5252060352561486,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3736912022042287,30.81490928847673,23.316280510092025,0.6122859209465508,0.5946628330259114,0.0,0.3465002024950712,31.19972123736221,23.549111827469847,0.5925073740371661,0.5773271917812476,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.2349866715941824,34.10302243893835,25.71027401252642,0.4850346424418986,0.500869874885178,4.0,0.2597608826855052,33.08023354892024,25.7267393388095,0.5110210678178597,0.5012248179985679,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'avg'}",0.3675822933330165,31.183389068229136,23.45527328850513,0.6070850508231646,0.587038883566997,3.0,0.3156488121456611,31.044436151040543,23.74374071607197,0.561995902981708,0.541436828489928,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3960865892942597,30.24692108579569,22.864416108291444,0.6324247076623362,0.6026205977465521,2.0,0.3878339443669696,30.30098198322934,23.3772233287145,0.6290613649094452,0.5999169199875655,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4375493502736324,29.261242424321907,21.91535837955344,0.663515788093678,0.6369855588106493,4.0,0.3023948747383165,32.011523479961134,23.89896516363588,0.5522952784650657,0.5280359692336093,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4188357740833608,29.34444466726743,22.04271868773356,0.6504039969791569,0.619022667106829,3.0,0.3085858514782804,33.599748688621965,25.05851416407546,0.5559299624319234,0.5624578290896282,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4199418133481829,29.82715128805437,22.16562036441777,0.650442577303716,0.6309814110431495,1.0,0.3882457514541223,29.455943781621123,22.423699511874208,0.624717976251308,0.600279701783271,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3110357963353648,32.858238152975325,25.268712129540635,0.5644991930885395,0.5658825643376136,0.0,0.1570047046992359,32.90697663630303,25.90138062579011,0.4242230052969128,0.4032215003251117,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3609172875971828,31.13747765708716,23.56375040874742,0.6019100337398033,0.5788586903033213,1.0,0.3199731309932764,31.843733012118825,24.02622576829587,0.5672210268887063,0.5543663646996471,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3237524804897138,32.39064165381182,24.684989825105013,0.5700103913910202,0.5490458005155792,2.0,0.341583690091359,29.83054182393436,23.22504208447182,0.5909013090832083,0.5534094487833743,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3418703682794601,31.69076424386288,24.272816095861675,0.5888610447252589,0.5686698716205456,3.0,0.3361394982915054,30.937175765258427,24.05414080915059,0.598224358906646,0.5596095877487989,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3532216105380762,31.787448976240448,23.85380278981875,0.6020373058506344,0.5902285933500032,4.0,0.326753000574619,29.700517449546435,23.37366124568573,0.5770551061613142,0.5325931614696505,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'avg'}",0.3305368758072848,31.743843101798745,24.672340245207696,0.5807383520783562,0.5529619949921507,0.0,0.3555187324142356,31.483995261974705,23.24107171494993,0.6113678274429762,0.589869040158864,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3613342441331153,30.901826452648805,23.296939577043872,0.6047574518878743,0.5865459925288009,0.0,0.300802037723616,33.22281903507687,25.52874101288678,0.5510205108684252,0.5242052960826633,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.352078593694235,31.396489868589057,23.98175851949928,0.5965102783242708,0.566364107611845,4.0,0.323126782600597,31.51234381521933,23.6546310871072,0.5728374510761863,0.5269542963915227,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3378572341798909,32.02144145163511,24.4462777934401,0.5897440684214512,0.5591485947634464,3.0,0.2750786366411054,31.324874544074607,23.70000984505432,0.531279672876942,0.5247735616781921,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3670876380555316,30.77666900310524,23.4910139170134,0.6097376766900703,0.5741698437981568,2.0,0.3398711783276362,32.19161086155888,24.424450445932887,0.5877285087837814,0.5997646922326804,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},CNN,"{'depth': 1, 'hidden_dim': 32, 'kernel_size': 3, 'pooling_operation': 'max'}",0.3778273000604277,31.256230630372503,23.57283288976917,0.6180850239761027,0.5973131039211059,1.0,0.3070423751396153,29.69603607149997,23.899048683166505,0.5624224285460787,0.4964588851067515,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2070203772026969,0.247756913148883,0.2096252505010019,0.4589004032669005,0.4384403079832078,4.0,-0.0204417009372195,0.241538284411429,0.2069894813202756,0.2052275677318236,0.1957800318926769,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.20425594194227,0.2386150716024799,0.2016101050748938,0.4556500735742314,0.4269029076695458,0.0,0.0551243896414064,0.2737592108073258,0.2311657715717866,0.2681424396706307,0.2539727159038145,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1601188985567063,0.2417013595547862,0.2058321743161799,0.4038770868449022,0.3844080976632413,1.0,0.0857831820601154,0.277532783163007,0.236351012536162,0.2938641035064209,0.2837249833137429,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2354537036025387,0.2417887737491364,0.2028893518518518,0.4891711260227546,0.4656489837837084,2.0,-0.0903004153420541,0.2658523060636225,0.2305646982897709,0.0842140068583987,0.0741416209857002,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2134211208371423,0.2444892907086377,0.2067079627276578,0.4663079776886438,0.4410025661345746,3.0,-0.0323426626536216,0.2494492140394406,0.2143712418300653,0.1933863785349207,0.1983642686828817,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2448904608683515,0.2321343864140293,0.1941015177065767,0.4971868838041941,0.477324332145296,0.0,0.0824556086831367,0.2707147965199765,0.2295495780590717,0.3105877539842548,0.3002716614892031,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2584522693006571,0.2373167249125336,0.1985242582897033,0.5113358317976511,0.4810777527298437,1.0,0.003408562128943,0.2557658235350251,0.2153664122137404,0.2031791307154177,0.2025435127839535,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2754695838213907,0.2348105018621971,0.1962152230971129,0.5284622850964457,0.504305628594691,2.0,-0.052313949632283,0.2578620570429619,0.2187109826589595,0.1702895357401286,0.1688544141143257,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.252973942637705,0.2324936435026912,0.1944571796522858,0.507271590685215,0.4923183358885057,3.0,0.037361151970815,0.2733268284353058,0.2327695167286245,0.2788904284204573,0.2430547366828521,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2615703265646775,0.2374283833080182,0.1984400518470511,0.5152677518202624,0.4927440367934695,4.0,-0.079496180380518,0.2538274152076635,0.2173143893591294,0.1518747565904498,0.1447482467158861,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3598452604432562,0.213201191488106,0.1739714285714285,0.6009539616206039,0.5780274840190098,1.0,-0.0889706156449507,0.2964993273861783,0.2506578631452581,0.1626246229534217,0.1438284550062362,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3457920931531362,0.2119139935829246,0.1743193839973217,0.58996242163787,0.5682772144357303,4.0,-0.040977657078105,0.3012702266405414,0.2477580993520518,0.2163151153591923,0.200490252044084,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3509383534020512,0.2169346540670458,0.1777057654075546,0.5936549710205177,0.5676586630681235,3.0,0.0285105536009618,0.2725533477583823,0.2230748603351955,0.2750467828369223,0.2752310844986429,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3754781840265275,0.2145217951041633,0.1731264367816092,0.6138624217737316,0.5838608342241288,2.0,-0.1208761200164234,0.2835637375765439,0.2356085031000885,0.1314384748361801,0.1308083733820015,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3778295423569967,0.2178348132780254,0.1763092177745134,0.6158680491538278,0.5901757043996162,0.0,-0.0865787272826246,0.2698441940743403,0.2229865546218487,0.1657896760605598,0.1529222726283622,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1953538704227205,0.247976055192129,0.2104949092518813,0.4473600946980202,0.4223456455873974,0.0,0.0007791319069029,0.2452920542650317,0.2089922308546059,0.1792450363354732,0.1670327409237781,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2065130194757785,0.2375052543867136,0.2002284116331096,0.4587611616566691,0.426975835994537,4.0,-0.019867147257079,0.2825479546403234,0.2417999285459092,0.1359267639077825,0.1343903429696668,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2091263719318706,0.2421006561136372,0.2039621844066288,0.4621845946651851,0.4348718888793719,2.0,0.0183467415484789,0.2643426229711404,0.2269512372634643,0.193075734017783,0.1871150966354763,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1875216150398185,0.247993265055601,0.2105609589041095,0.4376399953579862,0.40619440353189,3.0,0.060997385967057,0.2448759748006638,0.2070896273917422,0.25882908194595,0.2522406674956463,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1851151752732046,0.2361971563780916,0.1995710775710775,0.4324585422128787,0.4057392262230837,1.0,-0.0187233847074697,0.287028551378778,0.2452468671679198,0.1476831191126574,0.1493645223476805,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2381623459475413,0.2358778540924986,0.1977206837606838,0.4924013515290023,0.4707317759447136,3.0,0.034162252951472,0.2685816151714357,0.2270293522267206,0.2520697389046397,0.2290529980552405,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2287475624256499,0.226426868501095,0.1889930486593843,0.4809460295609986,0.4599524195513704,1.0,-0.0700130350058829,0.3076528950158915,0.2638508968609865,0.0824350512269515,0.0610350415110222,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.222577906446965,0.2224270027936954,0.1860035803795202,0.4764827693078352,0.4555426503988163,4.0,-0.0569939799562295,0.3050754692929042,0.2584241071428571,0.1360153577241077,0.1326307033991199,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2227116722828159,0.243269239181563,0.2049810279406692,0.476418782823819,0.4463269691243281,0.0,-0.0017254169091092,0.2472409807538033,0.2103057199211045,0.2073831487087905,0.2001721010244043,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2317072490368499,0.2294433455323722,0.1917460608281422,0.4850519528756991,0.4642121891236573,2.0,0.0021669669250052,0.2861726748504844,0.2407930743243243,0.2088856578888687,0.1940097298991121,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3237106332178405,0.2281332598754957,0.1892490830276759,0.5698275853454096,0.543683958210728,0.0,-0.1315943437385647,0.2474898844163184,0.2064354485776805,0.2383488410994613,0.2317416256108435,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3367533733152986,0.2173854418489629,0.1770129781420765,0.5812326412315227,0.5536383376451617,1.0,-0.0283161563158655,0.285114065694509,0.2382253807106598,0.2073395617362765,0.1816367043080736,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.343058214093202,0.2231007629149285,0.1818485950413223,0.5866988834258693,0.5605880625814912,2.0,-0.1653256853242928,0.2753368861974379,0.2319617117117117,0.0740714208263252,0.0667670644667127,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3422801304569979,0.2175442603184584,0.1774525294525294,0.5859185544049542,0.5621588210377303,3.0,-0.1180671617140023,0.2923635943060624,0.2412229795520934,0.1397888916556988,0.1330190075387965,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3429093157457173,0.2238316765074173,0.1840096352374397,0.5870262658322274,0.5594241276757679,4.0,-0.1358279864212741,0.2637723959438633,0.2210188679245283,0.1514017150172319,0.1506678747262738,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2252608600590416,0.2348055604847719,0.1987259700176367,0.4779512935987779,0.4544646715927789,4.0,-0.0688591197701697,0.289639382903092,0.2471968503937008,0.1133930234191659,0.1136827375670447,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2024588063241726,0.2376444774051292,0.2006278151350197,0.4524777937164858,0.4391944038286054,3.0,0.0663964468043939,0.2791927805658888,0.2423409282700422,0.2773443873950269,0.2475850679169783,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2145750087083499,0.2388451180955345,0.2021756726706693,0.4649723695594053,0.4395264924315489,2.0,-0.0487628766246841,0.2799878876727938,0.2397522768670309,0.0996170238843351,0.0888460932743051,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1937229246064817,0.2420579129455752,0.2060935153583618,0.4439736489494219,0.4300314701993211,1.0,0.0551119836236204,0.2674579629646582,0.2297104103085792,0.2856399539209175,0.2397270404381957,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1733668266202126,0.2296374143576256,0.194209271838875,0.4193366894853891,0.406674031752128,0.0,-0.042616415469332,0.3037745383198232,0.2589725209080047,0.1148225741929502,0.1129111848717673,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2472506842212896,0.2359739155239517,0.1966937894387246,0.4981977677711068,0.4819028168816748,1.0,-0.0245638106396326,0.2710591098265388,0.2329878048780487,0.181243300842911,0.1411775925119857,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2152720231031688,0.2457742866941129,0.206089408528198,0.4648219923427669,0.4524456382227844,4.0,0.0179137352396461,0.239740811536997,0.2044009950248756,0.2404166563374118,0.2193892117125465,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2260099246481485,0.2378182212064225,0.200047619047619,0.4771511686055703,0.4605235096803213,3.0,0.0583683110199889,0.2644299057412035,0.2229034205231388,0.2793265897347723,0.2684822973514697,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.203338060536269,0.2369529026871643,0.1994229681978798,0.4518904696745738,0.4437607365695408,2.0,0.0754083025064739,0.2732445490109063,0.2307516158818097,0.2975389823608438,0.2797120386952469,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2223836511131893,0.2427417323136063,0.2043412184057031,0.4726209813049934,0.4553607126212838,0.0,-0.091598585929441,0.2522793024266754,0.2158766626360338,0.1687424215160781,0.1626706405660138,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3582419353985975,0.2174438524328009,0.1769431005110732,0.599152746117742,0.5782555029426661,4.0,-0.1427686504759082,0.2871006535626026,0.2421533742331288,0.1013329313943924,0.0878047326096495,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3457494838139509,0.2192204859293585,0.1782315457413249,0.5883337381832987,0.5707555888417507,3.0,-0.1641784554524084,0.2918924376457498,0.2431386271870794,0.1071904347013105,0.0913928752946263,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3026759400961492,0.2243493065594627,0.184936513268391,0.5504301956124008,0.5373760218104664,2.0,-0.0383819565584049,0.28291947149397,0.2343675213675213,0.2479167635592064,0.2274704220001787,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2923163834932952,0.2219135555329066,0.1820903405142459,0.5408285504398436,0.5312814595887916,0.0,0.0004937574873032,0.2887622896144537,0.2394086956521739,0.2396423672754333,0.2391801872952129,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2930488874280658,0.2206881801288091,0.1811160773849232,0.5416343902061729,0.5300633344378105,1.0,-0.0050186359553647,0.2972555633547591,0.2426950819672131,0.2539637897726355,0.2596142800911999,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1714983751715271,0.2518681707091498,0.2140699038235984,0.4170598838464815,0.3947572182016329,4.0,0.0623342598519844,0.2431080146669597,0.2081244942421413,0.2679366771114014,0.2453264623353128,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.180322067785682,0.2515691732212647,0.2137238502908572,0.4271546865065868,0.4083220389185347,2.0,-0.1020153336157185,0.2488622757026149,0.2140852359208523,0.1148939771375947,0.0955439351518114,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1857039294211629,0.2493097327629729,0.2110737568403521,0.4330264177687219,0.410585680527152,3.0,0.0425363563428704,0.2515163653685477,0.2152715271527152,0.2360816627188272,0.222936568353074,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1697276599976244,0.2502614411704545,0.2125636059301769,0.4145516684479726,0.3897961577112724,0.0,0.0521133681113307,0.2528519449679478,0.2156468148148148,0.2487034706299238,0.2328875473907537,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1828179585304781,0.2495013682297915,0.2118258771929824,0.4312364412096194,0.408623940079902,1.0,-0.0533992643424121,0.2480387604324144,0.2129362352042764,0.1774060080617985,0.1740909639104022,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2251949280896831,0.237520610201994,0.1993181049069374,0.4759786988277275,0.4577896204860406,0.0,-0.0206291976624395,0.2757834995465273,0.2360480167014614,0.1347619744892453,0.1186917619029768,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2054337400253548,0.2464747030681492,0.2076332518337408,0.454623327030187,0.4355652023694626,1.0,0.0223238061528702,0.2509973401490636,0.2127733333333333,0.2252958120271797,0.2029588284290596,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2187481895329927,0.2433527048285439,0.2046645614035087,0.469778525784596,0.4465641749901117,2.0,-0.0245085199490491,0.2551947460657591,0.2169774223894637,0.2098842675390305,0.2109353215883197,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2186579720288336,0.2372503298720367,0.1986972357723577,0.4691191446651536,0.4545848185356677,3.0,-0.0075477221370654,0.2814780690236608,0.2396789976133651,0.2244835015378278,0.203346093107201,3.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2144381424196267,0.2341658396130484,0.1956376811594203,0.4641037609507589,0.4418303469660148,4.0,-0.0648725676869965,0.2885482688360404,0.2455024630541872,0.1017516522393209,0.0917212463596778,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3280948321519077,0.2171894361430514,0.1763302076356329,0.5735173427470835,0.5520295497097026,2.0,-0.107252676893742,0.3002310221590478,0.2503516720604099,0.1503697011126813,0.1448727298187166,2.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3199756829172954,0.2265661328485985,0.1851590833610096,0.5663800386483775,0.5516300524634848,4.0,-0.0996388216310846,0.2685108065145192,0.2246274944567627,0.1703371290621182,0.158089865187141,4.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2849214219720943,0.2238993492084345,0.1841635530489954,0.5338593940703537,0.5211409856626169,1.0,-0.0272297708277751,0.290008684653962,0.2401654275092936,0.199945820849713,0.1914178497810361,1.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2921679295912988,0.2255777747622498,0.1858134546636334,0.5409150001595681,0.5234810601793392,0.0,-0.0750388671549764,0.2894386664334851,0.2418205741626794,0.2233870848380907,0.21092866305211,0.0
nucleobase,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3298265556307521,0.2148371484291873,0.1755491888160165,0.5754584297648416,0.5557861820012047,3.0,-0.0362748496335558,0.2967271473930216,0.2477992125984252,0.2167267078758304,0.2076205148458282,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1925091026176363,0.2412352656280743,0.2040060101710587,0.4395161647997152,0.4220882109154109,1.0,-0.0394038452451344,0.2782218579198655,0.2374292193067703,0.1315392213518675,0.1244514329834638,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1874702755567746,0.2418456532869236,0.2036339418991847,0.4334405496929813,0.4148962467893958,2.0,0.031263168021538,0.2727858849975661,0.2357623762376237,0.2257830979736723,0.2152756055605671,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.167602747891041,0.2480383544404772,0.2106567267683772,0.4100419835816777,0.3862515677521051,3.0,0.0551438109411099,0.2590287674879981,0.2226796242306446,0.2792903040296746,0.2861279856098397,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1718120137476992,0.2383001724984613,0.2011881008935641,0.4150269750529511,0.3942050455135123,4.0,-0.043266174585034,0.2926027203682045,0.2486783988957902,0.1019397874003499,0.093239007214222,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.182108187704141,0.2503796908924604,0.2122183948447569,0.4278073009544665,0.4121912454260745,0.0,0.0391980424854893,0.2487888632158964,0.2107340823970037,0.2396558722743635,0.2159037943331531,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2088643522982375,0.2447179475502583,0.2060160550458715,0.4571101088078118,0.4341936619051579,0.0,-0.0427301096092107,0.2574472781858378,0.2116817653890824,0.1917104953265532,0.2114357302668327,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1975113757009647,0.2463620644979412,0.207207604306864,0.4446196007696821,0.4219507334158209,1.0,0.0076000411318596,0.251747805337067,0.2087258235919235,0.2093897504986731,0.2216737839170124,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1856709550165437,0.247448225490603,0.2087094750742819,0.4310216966909856,0.412020738081041,2.0,-0.1485740993074591,0.2668748605179412,0.2282635746606334,0.2135936125491918,0.2303705321963291,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2181251609199366,0.2384518876706909,0.2000060749240634,0.4675369303791408,0.4589157217587356,3.0,-0.0283127672955605,0.2777049683993504,0.2382810526315789,0.1527729671474639,0.123770807017799,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2271282209068489,0.2364975223783672,0.1972248734634852,0.4768838369948622,0.4520355583176813,4.0,-0.1005867459668528,0.2851112785402013,0.2406887532693984,0.060522099721209,0.0577289291773141,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2016110887127323,0.2408116440535926,0.1958229201470096,0.4576453312483136,0.4480091357371419,0.0,-0.1442152297801766,0.2951096922074614,0.2472260869565218,0.1923928186251062,0.1881018636211252,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2100544322082187,0.2329814922618714,0.19,0.462323272316947,0.4535850736406344,1.0,-0.125031063778253,0.3061683115860543,0.2558560311284047,0.1705204990708925,0.1549519527507461,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2395201478141786,0.2366594063813918,0.1930380890897353,0.4964961123681304,0.4769493249055013,2.0,-0.2557530401921959,0.3014207258761913,0.2541423312883435,0.047942921641922,0.0428387853538791,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.213699869791387,0.2412252400142225,0.1982052489905787,0.468825334219824,0.4446714571421563,3.0,-0.0847307276961157,0.2772235887729565,0.2274920297555792,0.2025167485475076,0.2092718486522192,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2247552437514811,0.2423915822401938,0.1986124308493329,0.4817689974660236,0.4651721327178139,4.0,-0.1301969979387569,0.2690517475452312,0.224245238095238,0.1442332633474096,0.1413265924804055,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1784963518448565,0.2443207815895207,0.206483801783497,0.4249656790504202,0.4036418574203723,0.0,-0.0351398284922743,0.2783734793069941,0.2368131944444444,0.1090024538016523,0.1229877163426143,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1523133245248037,0.2469159132847583,0.2101718885987815,0.3912764193574378,0.3766263998995371,1.0,0.0583619067110181,0.2725729192996952,0.2331676482135846,0.2583318574223874,0.2298113135373763,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1523747926164629,0.2545886815247699,0.2164411898274296,0.3934520799761736,0.3760199161700667,2.0,-0.027006659643479,0.2484747403194588,0.2106625725008529,0.1970401810342806,0.1949927282874374,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1630509249750292,0.2465082962824059,0.2083326296035655,0.4059347623598225,0.3880769891431211,3.0,0.0824403706496452,0.2627759966223541,0.2218188608776844,0.3121483967659826,0.3007227795404917,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1389674575470121,0.2574933469419356,0.2196763540290621,0.3756836104822492,0.360520811387495,4.0,-0.0762449150925725,0.2414939233254922,0.2093092278719397,0.1651660252663822,0.1656710669409261,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1680334492242332,0.2333201719728847,0.1943135190217391,0.4104557886657845,0.3998786263698742,0.0,-0.0104831412118395,0.3006297930109729,0.2562972136222911,0.1750373477583429,0.157473742180636,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1947587280487116,0.2492599461938615,0.2100139645776566,0.44235549590722,0.425277012183429,1.0,-0.0424086814345305,0.2498250810790041,0.2113080859774821,0.1397549877985047,0.1280986979108618,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.178876244539768,0.2342664692900449,0.1960545880776958,0.4236008279157308,0.4039021192355331,2.0,-0.0505008504196828,0.3028121896856569,0.259319309600863,0.1166468962308965,0.0968143379288276,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.192077756485698,0.2388693320737427,0.1995676028739386,0.4395171875114693,0.4223891524773635,4.0,0.0242077844909971,0.283905975316145,0.2418719153936545,0.2331678566844505,0.2213443832681016,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2077969020594193,0.2459003031116732,0.2064269857787027,0.456070564920044,0.4394343989722513,3.0,-0.0710002209163824,0.2646803824509269,0.2275689320388349,0.0417628300885138,0.0482372115795473,3.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1728900909247629,0.2402456434780327,0.1979471218206158,0.4257366574307615,0.4086387801162777,4.0,-0.0067372157544614,0.2928619931418671,0.2433513513513513,0.2534238167361047,0.2777966524352512,4.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2213396172560771,0.2351831119369562,0.1914652631578947,0.4779825753493137,0.4611492903602808,2.0,-0.0824318259101424,0.2917228803957244,0.2456180620884289,0.1485650207633721,0.1447923582619258,2.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1824403121885458,0.2507500069519332,0.2082510204081633,0.4325010236137272,0.4102193905977431,1.0,-0.2657527059804592,0.2559401105434528,0.2104337101747173,0.0656145043752453,0.0824033779310883,1.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2501838689919955,0.2389389797467186,0.1945554770318021,0.5029002391254518,0.4859507058916826,0.0,-0.1851070746903445,0.280201642206957,0.2375586334256694,0.1048505583561943,0.1004735317381069,0.0
nucleobase,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2151914643945325,0.2440459195217458,0.1999380844888745,0.4710396031260095,0.4550845741447389,3.0,-0.1498671970188276,0.2680317145413953,0.2227068965517241,0.0960135321112158,0.089714237596503,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.20187097594568,0.2414209202916403,0.2039648674544874,0.4541427731505145,0.4340917014835991,1.0,0.0802772032351781,0.2629329620654178,0.2265950554134697,0.2930987666970486,0.2755175664184148,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2128135165055846,0.2409006439735381,0.2034004045565846,0.46689199180318,0.4505425247575527,0.0,0.0499057127017648,0.2620779403755421,0.2222267689684569,0.2568154755720846,0.2076427697678131,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1976247036860011,0.241990156586748,0.204523581390397,0.4481806630948604,0.4315578098828042,4.0,0.1056143980374912,0.2594109696040149,0.2193205456095481,0.3288230904737433,0.2852130920111933,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2112255708551748,0.2396351835311116,0.20195720217183,0.4641165749257703,0.4373732925144546,3.0,0.0444205913367733,0.2692861486189405,0.2290682011935208,0.2494390874854901,0.2362516796374369,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1996148994265995,0.2420416562992419,0.2043898647929309,0.4509054248732966,0.4278970298001644,2.0,0.1014834749232802,0.258177619930143,0.219306905370844,0.328752460574231,0.3034217552775515,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2379714130922011,0.237170425229709,0.1986799744490578,0.4900293750249531,0.4701036332134347,3.0,0.0873554113544553,0.256351371315715,0.2150179028132992,0.3146037950199329,0.2691727331784969,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2418619303660014,0.2344368681783868,0.1961801341424465,0.4959199050397836,0.4734490546513032,4.0,0.0934047485960972,0.2647220397171729,0.2226764705882352,0.3200697876475707,0.2892178689914079,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2454408840046409,0.235858343283537,0.1971038007026509,0.4988044436161793,0.4712779097439804,0.0,0.0718610772270562,0.2587299963232761,0.2161291560102301,0.304954046912463,0.2817248341074153,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2343597016437055,0.2378211768716911,0.1981980198019802,0.486148344386918,0.462625476117627,1.0,0.0913645631821955,0.2550212894176994,0.2160242966751918,0.3267315413027049,0.3014049183466444,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.243614938793655,0.2364920106377732,0.1981210475886298,0.4967236919387366,0.4708279317662184,2.0,0.0870202803097587,0.255033175716636,0.2122276214833759,0.3230034734329464,0.2977565575309434,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3481425954176922,0.2180021243512421,0.177943149153625,0.5911649936199019,0.5674173997473159,0.0,0.0094205770647679,0.2733977737857377,0.2256265984654731,0.2755976996714353,0.2604336282118117,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.347607262175637,0.2184809582003324,0.1790130948578729,0.5907356598568017,0.5675596403319296,4.0,0.0727996302518892,0.2629033255167666,0.2150537084398976,0.3394267597726392,0.3012304767527464,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3467225699626288,0.2199334355325604,0.1793791121047588,0.5896659038829981,0.5669244016737395,3.0,0.0782409925336027,0.2559854635418914,0.2087391304347826,0.3376209414365891,0.32547695061467,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3380248962194708,0.2193947104311925,0.1790463110827212,0.5828000281947353,0.5597533231440786,2.0,0.0654464152217827,0.2668735535907185,0.2196317135549872,0.3370845631681228,0.3144337306890374,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.352467756859364,0.2171178357095525,0.1789894602363462,0.5950384433598226,0.5644515550117146,1.0,0.0216752373079814,0.2728109244724429,0.2207774936061381,0.2827540729480619,0.2690248154700551,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1862782473058842,0.2456194137527037,0.2084039178111359,0.4362914905734357,0.4131864306535633,0.0,0.0776808052977131,0.2553757173915486,0.2150895140664961,0.2920885371785952,0.2666414256615108,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1847287437174666,0.2455932811801145,0.2080055360374747,0.4326440392391553,0.4053913359216547,1.0,0.087670550627615,0.2550630565768973,0.2180750213128729,0.306488730647127,0.2871613752045826,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1992936179815212,0.2439122206219889,0.2068074097732354,0.4503456983299563,0.4222543055540396,3.0,0.0214438223605201,0.2618336471248397,0.220314578005115,0.2247050745321031,0.2035545205447969,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1905985672699831,0.242913732221294,0.2069903119344192,0.4423126401093322,0.41815936862006,4.0,0.0798486035615699,0.2638606340746293,0.2194177323103154,0.2949751258571418,0.2635976742898166,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1930977849457248,0.2435170385572845,0.2071802406047056,0.4444464715542758,0.4204618096629087,2.0,0.0778826041709024,0.2599465068366867,0.2192651321398124,0.2900320627539523,0.2657189834668274,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2315682431929558,0.2349383319128238,0.1979239859469818,0.4851303223306575,0.4586734882087693,1.0,0.0889247022721202,0.2697985584623046,0.2280856777493606,0.3118871581814557,0.2875924843077256,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2333150402840659,0.2372592770537491,0.1985477483232194,0.4864132232040019,0.4660812331145647,2.0,0.0419077995433196,0.2655098145772179,0.2254437340153452,0.2624542280508682,0.2399373316964453,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2341201889476277,0.2365520801381675,0.1986336633663366,0.4874508421925869,0.4630903951676792,3.0,0.0843866690327382,0.2618507486680248,0.2218734015345268,0.3080728722993449,0.2856779731339613,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2372233432728855,0.2380534201660684,0.1997738741616097,0.4921969212457932,0.4614187397081379,0.0,0.1005637410993389,0.250934738461521,0.2099846547314578,0.3356371954611303,0.3018377270021864,0.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2332698624563649,0.2366517041227397,0.1987329926541041,0.486873575987252,0.4651582376382495,4.0,0.0955717135933434,0.2604357380569898,0.2197071611253196,0.3293704091762661,0.296165939644153,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3320113852497612,0.2216043934271216,0.1817732353880549,0.5778315137220253,0.5524541519343279,4.0,0.0357066736847352,0.2656541123658352,0.2194347826086956,0.3032496527147201,0.2752572905641616,4.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.340416417697452,0.2206892718528813,0.1787965506228042,0.5841842895628561,0.5568912871562604,3.0,-0.0081742560724284,0.2692266940474584,0.2229181585677749,0.2576546295941168,0.2343577456657165,3.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3343179637397458,0.2205393145645562,0.1794908974768444,0.57900712451259,0.5523371978503991,2.0,0.0025103502503186,0.2735077438273071,0.2249053708439898,0.2640010685939796,0.2494516182135846,2.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3411217036344699,0.2198650670670185,0.1802248482912807,0.5853837306703371,0.5588889388144087,1.0,0.0097760155214808,0.2700034668717462,0.2214526854219948,0.2763569310981136,0.2389508727881364,1.0
random,openASO,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3482102271247222,0.2191724279600388,0.1791977004152028,0.5921905004064115,0.5634199851617945,0.0,-0.069000617291361,0.278332181159588,0.2320076726342711,0.2121564688219142,0.2005776982185016,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2083377776348584,0.2432869046504108,0.2062974555520068,0.4594214384804407,0.4433188892092938,4.0,0.0392003667885542,0.2557170728944536,0.2177817561807332,0.2494198413822262,0.2345200650115376,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.194870245056263,0.2437362376856641,0.2069928670286383,0.4436144074590148,0.421820654192417,3.0,0.0809249781844607,0.2574467392091261,0.21969820971867,0.2993809042293629,0.2831557648186248,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.194640528210076,0.2424117407928908,0.2060217183008623,0.443890214985932,0.4288844550994033,2.0,0.0919540285997494,0.2616611752183584,0.2231210571184995,0.3142697332180811,0.2878187138090798,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1934973968709747,0.2445946077939855,0.2088257212818056,0.4425381717031795,0.4273895294976989,1.0,0.0618601373432763,0.2572613365485587,0.2157186700767263,0.2797752731669775,0.2510678560174502,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1967977818294903,0.2424188624225181,0.2059863728308315,0.4457508083408927,0.4316631586177148,0.0,0.0831294891623908,0.2613512485812561,0.2227672634271099,0.3037791233682393,0.2689940936586543,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2210522968524251,0.2408426300903969,0.2032248482912807,0.4709941992569229,0.4502746829277963,4.0,0.0659709130120405,0.2544476591623451,0.2140741687979539,0.3020947114366465,0.2767291488956425,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2285110431555226,0.2368436490281233,0.1998441392526349,0.4802306525604471,0.4632526064849573,0.0,0.1025088641824728,0.2619046311267263,0.2200153452685422,0.3346195013717766,0.3249689485464577,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2364221538213471,0.2360313005351662,0.1978760779303736,0.4875148778123271,0.4711108305761797,2.0,0.0279222996528105,0.2706852037693267,0.2290754475703325,0.2499866937084739,0.2234824407662947,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.260460406452945,0.231505156521421,0.1942056850846374,0.5135689065469142,0.4963441274944555,1.0,0.03332368131589,0.2731864590938304,0.2300460358056266,0.2502633259387843,0.2384052632442305,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2295060146065974,0.2391126889026407,0.2008256148195464,0.4806104573386348,0.4625919991227603,3.0,0.0803051367384676,0.2545252036319536,0.2138695652173912,0.3115463522668611,0.2889551576103489,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3201799778240896,0.224099153352653,0.1831210475886298,0.5660409889204585,0.5488212396216898,2.0,-0.0159539665270682,0.2700193419234772,0.2212685421994885,0.2587284506407615,0.2319590669612439,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3484915950272336,0.2177005200922107,0.1773241775790482,0.5907503558060487,0.5669871105539257,1.0,-0.0616091265329179,0.2839839428478244,0.2330869565217391,0.2096415236739612,0.2017912504622865,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3452221510466025,0.2190057321155248,0.1788770360907058,0.5882789945422893,0.5717515330440422,4.0,-0.0553509747572882,0.2799227514923877,0.2342608695652173,0.2189877918258659,0.2080325906252511,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3205020548495175,0.2246952327499818,0.184802938358352,0.5665248589893244,0.5487312401441534,3.0,-0.0210932991746322,0.2666826998590123,0.2199130434782608,0.2595379482083378,0.2495872980798234,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3214398962927182,0.2232563310020157,0.1818620249121686,0.5675228827742891,0.5514034207564812,0.0,0.0008634290595028,0.2708950873264332,0.2239718670076726,0.2597815416524947,0.2389964962959715,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1740923935272621,0.245124347143033,0.2078294474608751,0.4191118765301962,0.3960813881768349,1.0,0.0622078330294061,0.2670806920202473,0.2282190963341858,0.2701947781336113,0.2650330981273744,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.174271912268032,0.2460355217850789,0.209434472479506,0.4195279726829337,0.3983207218665493,0.0,0.0847017779663347,0.2601390123927672,0.2202114236999147,0.3052918516270841,0.2741934326699777,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1905002188674941,0.2443014824116456,0.2069775364633237,0.4394135440311989,0.4212533072169012,4.0,0.0259389102823395,0.2654555628879236,0.2251841432225063,0.228233177775619,0.217236601160604,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1880123659157562,0.2453140614609932,0.207659533695305,0.4363722810010997,0.4172274261217116,3.0,0.0364016078921329,0.2611151811428153,0.2253265132139812,0.240512443342872,0.2109755120371056,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1804553330612801,0.2457512314654326,0.2085410412008942,0.4271753935149831,0.4101693746573997,2.0,0.0685199399119522,0.2598753039995756,0.2212992327365728,0.279719727208821,0.2704583061884579,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2107424955326787,0.2401719960188331,0.2017706802938358,0.4606990316804236,0.4421274828017905,2.0,0.0627134495357223,0.2648745299647381,0.2231176470588235,0.2873218026450048,0.2753758119132213,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.215158172831844,0.24018589827423,0.2016394123283296,0.4654466411450622,0.452390598775,4.0,0.0225550075162807,0.2675655069539214,0.2240268542199489,0.2465999965192813,0.2242085200369132,4.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2180933967271766,0.238773471475149,0.2006499520919833,0.4699529355867053,0.4531305813959058,3.0,0.0558423782007598,0.26676634459522,0.224425831202046,0.274960338853032,0.2618155097640841,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.222008931891398,0.2389415644530088,0.2010565314595975,0.474340747178914,0.4546877592430115,1.0,0.038719656967174,0.2662241978660312,0.2222391304347826,0.2553849260993562,0.2509601432302336,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2185236444406385,0.2406810064256011,0.2019230277866496,0.4695838115946251,0.4511321213298573,0.0,0.004761440487738,0.2647682888925127,0.2223081841432225,0.2359622648540116,0.212662784424517,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3044934463791309,0.225819069866905,0.1843379112104758,0.5519528750992081,0.5339827457007141,0.0,-0.0252251387869122,0.2750744423771588,0.2271892583120204,0.2347773121676669,0.2297640690476326,0.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3165398974592982,0.2243875001855942,0.1839239859469818,0.563213634631438,0.5440277832775382,1.0,-0.0208451145083821,0.2721537101414089,0.2233248081841432,0.2517023318215271,0.2439339694926328,1.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2952738360882668,0.2279469644200388,0.1862242095177259,0.5436091227404811,0.5327481399572627,2.0,-0.0092672301532317,0.2701811933459686,0.2246777493606138,0.2592163640064746,0.2450409472207408,2.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3061976218465425,0.2258861452652734,0.1850201213669754,0.5536124453367185,0.538148363383682,3.0,-0.0778340134239163,0.2802178363445599,0.2330127877237851,0.1904585742322649,0.183869231729757,3.0
random,openASO,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3187591371012775,0.2220124010681434,0.1821941871606515,0.5662269614121433,0.543241548615082,4.0,-0.0240729545401965,0.2821224272166587,0.23,0.2310434936107343,0.2347491324113365,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1814672313857169,0.2455488984749947,0.2084848291280741,0.4270658871087266,0.4109344110821945,0.0,0.0909122257982794,0.256928176915667,0.2184799658994032,0.3138830662310645,0.291514935016385,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1877507358019119,0.2448525206643533,0.2068263600553603,0.4337102824212598,0.4153526072690612,4.0,0.0260072979029727,0.2648620759853217,0.2239130434782609,0.2406198076221626,0.2289400727910633,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1842892948764394,0.2453610883258202,0.2085638241243479,0.4306375558225132,0.4156730642307741,3.0,0.0604480941889892,0.2601945476261543,0.2230588235294117,0.2728486385129254,0.2396266955736265,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1728835319365785,0.2458813239466803,0.2080645161290322,0.415936383224486,0.3988031026472936,2.0,0.0750807555015561,0.2631879016110331,0.2229974424552429,0.2947815881891636,0.2755848371627505,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1822759591521475,0.2453234573135188,0.2077826040668582,0.4271750524686252,0.4035577535699526,1.0,0.0391931554484423,0.264351160829462,0.2225021312872975,0.2574888927015782,0.2402060463386336,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2190884178694632,0.2399951253098047,0.2012545512615777,0.4685054420047408,0.4549494798254304,3.0,0.0247063404979928,0.2652020413989084,0.2231790281329923,0.2574231839815735,0.2418940270288879,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2124302396072933,0.2412965537020562,0.2027256467582242,0.4617200192471544,0.4486753340053954,1.0,-0.0068657997347376,0.2682336105356148,0.2274539641943733,0.2208482780153612,0.204818827767099,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2044726327947496,0.241134338250196,0.2032555094219099,0.4528353435385517,0.4365162631006739,4.0,0.0761796412361945,0.2630534380182037,0.2205511508951406,0.2989933937094074,0.2840305232652663,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2246537803115671,0.2390962069280035,0.2002206962631746,0.4747626452230323,0.4586620742306401,0.0,0.0021641052260209,0.2686111789802237,0.2233618925831201,0.2289309618476132,0.2079210885715215,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2216889777328059,0.2372210385766925,0.1983123602682849,0.4714630670162769,0.4585978364248159,2.0,0.0024933886221577,0.2789952079999879,0.2344335038363171,0.2226739091292911,0.2097440078837805,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.254730380303055,0.2344741529326516,0.1918032577451293,0.5068330620335311,0.4845140029282513,3.0,-0.0853068635747082,0.2798654042594025,0.2307468030690536,0.1888947900997623,0.1854479081707266,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2359134184595954,0.2361971633361868,0.1937783455764931,0.4883746642154162,0.4633927909924439,0.0,0.0314240238978732,0.269884762752995,0.2218849104859335,0.298339424732839,0.2877772611336414,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2447680729685938,0.2336649773125721,0.1909351644841903,0.4979501050881348,0.4860307962638774,4.0,-0.0554391506265421,0.2869484211830365,0.2399693094629156,0.2098145265989084,0.1902742886285877,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2313454087025277,0.2358127840370378,0.1943411050782497,0.4838120846589323,0.4620396714666112,2.0,0.0056436783755275,0.278295303975532,0.2307621483375959,0.2596427180682959,0.2483505222227519,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2379055824021718,0.2365325125883083,0.1940919833918875,0.491008349558956,0.4745398445653786,1.0,-0.0456698326575937,0.2773508677403356,0.2283810741687979,0.2344960361736918,0.2256806402384437,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1700299407755958,0.2452403359675246,0.2075558394549132,0.415883066334437,0.398779293872211,0.0,0.0156160013593227,0.2759128783756531,0.2370971867007672,0.2003632835037582,0.1705529397234238,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1601019860613312,0.250099036276318,0.213267113808155,0.401356288248663,0.3863390362621002,1.0,0.0373638312551291,0.2570022086786425,0.219545609548167,0.2426456709109493,0.2368607071335904,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1647200079625062,0.2489652615925069,0.2107384222293197,0.4090082559440325,0.3923102719932696,2.0,0.0583295340356497,0.257471415850591,0.2174245524296675,0.2625071995856237,0.247782624148195,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1920509486093005,0.2444387106425333,0.2072564675822421,0.4428718078993805,0.4223335403587356,3.0,0.0102005563420179,0.2658676841246016,0.2271713554987212,0.2003935419254978,0.2033113461489319,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1556099171050969,0.2495605386916242,0.2117300117108485,0.3986905257376856,0.3814987111875537,4.0,0.0181948721510865,0.2661023269775133,0.2210554134697357,0.220815871431453,0.2177118484755389,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1873726786536922,0.2447181432960297,0.2059891408495688,0.4337648958118018,0.420278730996665,0.0,0.0340891717059489,0.2645546395151719,0.2250268542199488,0.2451945375352235,0.2169104997823514,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1868356398623076,0.2437454239225186,0.2054835515809645,0.4323315001438974,0.4121377269142368,2.0,-0.0159904221157349,0.2754028112418203,0.2335805626598465,0.1975832369301985,0.2110908800159997,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1875784835569828,0.2432139961186785,0.2049380389651868,0.4339618317771151,0.4235701782805524,3.0,-0.0510191802948012,0.2824414974618479,0.2402531969309462,0.1487829551747672,0.1307743842200478,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.202084294316552,0.2431506946324101,0.2042762695624401,0.4497110702597895,0.4275653826867892,4.0,-0.0455187637273968,0.2717363769681471,0.2334156010230179,0.1901405997686479,0.1714441213800467,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2035667077382169,0.2414821713769808,0.2035247524752475,0.4515711659363405,0.4325835462645924,1.0,0.0360910634851795,0.2677858536725007,0.2243708439897698,0.2545156433445082,0.2462072489401205,1.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2154490534624836,0.2395527745174001,0.1963519642286809,0.4677169686040044,0.4524848045077302,0.0,-0.0087725833438829,0.2743564989043427,0.2295191815856777,0.2426801085293597,0.2399526364083636,0.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2461956352988071,0.2356313427178812,0.1934187160651549,0.4983427859956869,0.4785848396651173,3.0,-0.1254389149235293,0.2858477587396315,0.236235294117647,0.1511630778083212,0.1522023818404027,3.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2471683099848093,0.2364412371804299,0.1952098371127435,0.49793459615802,0.4833606930650174,4.0,-0.090458224075083,0.2763653018219742,0.2286803069053708,0.2056522546417638,0.1843269173449085,4.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2342486799662309,0.2383119384470441,0.1964880229958479,0.4880190933767628,0.4688082747393668,2.0,-0.0686655143473389,0.274683766093846,0.2272276214833759,0.2050892882294063,0.2050924273553734,2.0
random,openASO,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.248439373566968,0.2358634930468969,0.1926777387416161,0.5011111529150161,0.4832370394310268,1.0,-0.1129009431869341,0.2813193705298199,0.2308721227621483,0.1785891571640542,0.1860536237073614,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1483307434745175,0.2399168851443888,0.2042716049382715,0.3936251543385387,0.3721107589047481,4.0,-0.093901419209937,0.2996183864337726,0.2511743970315399,0.1258138170395057,0.1085520320758446,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1269931227747494,0.24204769465063,0.2060008900756564,0.3620032214514409,0.3598855128059408,0.0,-0.0721797129217702,0.3055416350992294,0.2584071246819338,0.1364022191639183,0.129958022286174,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1197443030040081,0.2490551100424894,0.2125681717574147,0.3510785915890525,0.3462732731488907,3.0,0.0418845293913601,0.2826752715797028,0.2425778764335923,0.2183225408008462,0.2034349759840042,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1446241708700761,0.2530007010430685,0.2166174582798459,0.3849996648773136,0.3614391803327922,1.0,-0.0194845711581987,0.2594623896300017,0.2235717273107486,0.2121234608003599,0.2281691590428,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1329642278698101,0.2562150979403635,0.219498976109215,0.3682421525353629,0.3466139719908472,2.0,0.0264983518333493,0.2501284236666961,0.2150545947778908,0.2485077061432841,0.2498229882364175,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1501034135004715,0.2388357412399461,0.2016187542778918,0.3910771856493601,0.383184100376775,3.0,-0.0321008227882249,0.301097754424498,0.2534258324924319,0.1643469502877576,0.1626849437603541,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1851576487312821,0.2499401219530417,0.2110436324937921,0.4329904852906224,0.4140776126715398,1.0,-0.085389882249935,0.2610990464666877,0.223680987202925,0.0807535005753618,0.0831763412625386,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1852293132309457,0.2475968070453664,0.2100567114093959,0.4339908739734442,0.4114359201768348,0.0,-0.0717770270074262,0.2638302602365883,0.2250878885316184,0.0811423911962915,0.1221310244329333,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1836430755708783,0.2463200180386692,0.2073708142403948,0.42983244208931,0.4092465618809249,4.0,-0.0615341240166107,0.2742167775284125,0.2314005576208178,0.1056789697264255,0.0904228323687512,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1899785996004602,0.2464879163681889,0.2074141689373297,0.4391521736928166,0.4155707322989206,2.0,-0.062083088572598,0.268419213366706,0.2299447287615148,0.0828557818951457,0.0830108956220222,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2791807447031724,0.2287043268130055,0.1896784053156146,0.5295025405885814,0.5110194561570072,3.0,-0.1176263533267569,0.2921465446376922,0.2432757475083057,0.1179425901225179,0.1083098115157441,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2691705210560217,0.238050598269033,0.1975720524017467,0.5188412181475333,0.5012702388616224,4.0,-0.2290013926324723,0.2674374757187246,0.2211452991452991,0.1015911946027323,0.0905668111383203,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2511651102410597,0.221120428277563,0.1824552341597796,0.5037059722750503,0.4914045787626573,0.0,-0.1827582806924752,0.32183288881821,0.2690802775024777,0.0833920768349321,0.0803897707413772,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3003987041957836,0.2262860555506559,0.1875509651202167,0.549832068906683,0.5350399168247851,1.0,-0.2131681361260053,0.2993308996745909,0.2485312499999999,0.03435068918027,0.0337667028206209,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.274162591076743,0.233624614603416,0.194447003047748,0.5237066971582999,0.5053413207581344,2.0,-0.1546229641998053,0.2797196438698338,0.2335854166666666,0.1109484875749111,0.1107539231658545,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1275053104968582,0.2545222384785227,0.2166365621050212,0.3649704533583121,0.3495763806080416,4.0,-0.0450547103119047,0.2689794706727456,0.2331719367588932,0.0923869477776978,0.0793582206794935,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1326647397670045,0.2479916058959985,0.2105262927735869,0.3753123561565031,0.3620307183098503,3.0,-0.0249964363819015,0.2890170629120727,0.2462476851851852,0.1136276188688564,0.1005145482958167,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1213163117828628,0.2512935709765322,0.2131933376877857,0.3589739032010366,0.3406801416018251,2.0,-0.0317682698669716,0.2839062827520408,0.2422201331766549,0.0850493923412671,0.0671193085826959,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1217623636183197,0.2473450909296247,0.2098659457023769,0.3616523270372739,0.3423158145641425,1.0,-0.0833393821769243,0.295384513329859,0.2508141160027952,0.05202753553377,0.0367330839211384,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.134118770836029,0.2601513588582088,0.2214370102471368,0.3742643700886749,0.3577735274750066,0.0,-0.087668014102114,0.2544128947637429,0.2204413472706155,0.0396017655976732,0.0426535238209082,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1449196921408398,0.2483525909239571,0.2089483598570964,0.3853623020916061,0.3748395632122179,3.0,-0.0155380210784621,0.2820440145422141,0.2391067146282973,0.1449559755831737,0.1292730136899009,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.18335221947862,0.2468291462471137,0.2070712513293158,0.4349183537593774,0.415567456577478,2.0,-0.091886542308522,0.2766163586813149,0.2346538461538461,0.0792818043950275,0.0591995684403046,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1549931662235657,0.2483572461796873,0.2108990857946554,0.3987918768304381,0.3802015130413295,4.0,-0.0137291117183444,0.2735456004212501,0.2331169317118802,0.1472748261351213,0.1176689207590492,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1358686534288193,0.2492823836797235,0.2107181143041653,0.374774740809338,0.3596183625192318,0.0,-0.0144988615700218,0.2814738129079527,0.242063725490196,0.1684306856500537,0.1514149320315232,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1324502239832048,0.258310338841559,0.2195104616406509,0.3674938808785019,0.3489839962932901,1.0,-0.3150562253882194,0.2585405460831199,0.2255110864745011,0.0581382929766879,0.037585647797483,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2625246175751154,0.2353027364434544,0.1926316498316498,0.5142436595200957,0.4935322390010127,4.0,-0.1748308606626483,0.2827612747427899,0.2357815482502651,0.070720101050925,0.062884160746951,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2205735718218738,0.2386345174804027,0.1960734133790737,0.4725297705315303,0.452935151211695,3.0,-0.1034631301725432,0.286783565824917,0.2370320641282565,0.1384909214576732,0.1306800197781786,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2487425950061844,0.2288471849416714,0.1897743378052975,0.5007899371254083,0.4811387126629269,2.0,-0.1569755261281971,0.3061207028148356,0.2509741550695825,0.0978427306312801,0.0760887044131389,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2272380400179886,0.2397431931509367,0.1980662207357859,0.4789145374182509,0.4595771738835175,1.0,-0.1717571705289546,0.2826658958335599,0.2399978331527627,0.0870508545485119,0.0719060355618653,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2609709876932456,0.238345273123354,0.1966751025991792,0.5115900807644654,0.4937023249023977,0.0,-0.2439893643166324,0.2728117163139067,0.2273326592517694,0.0382014100582676,0.044712017682277,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1478533979101236,0.2504985760543828,0.2139107846268497,0.3911962898570847,0.3783700792567983,3.0,0.019619045673906,0.2669705610688346,0.2271005967604433,0.1952159340246313,0.1806436410784269,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.146194845252048,0.2496623783613113,0.2132021718300862,0.389004609843251,0.3738040844642055,1.0,0.0218659729169468,0.2712894231673582,0.2306453537936914,0.1859586388804245,0.1748490856413723,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1356803637144099,0.2508957890697313,0.2143738954540615,0.3730191365541649,0.3519181864541262,4.0,0.0634506067910298,0.2666827041213306,0.2252293265132139,0.2591363363457558,0.2458636590523296,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.152831266262886,0.2475775588485549,0.2095021824763121,0.3970303510878095,0.3873856803751529,0.0,0.0166271986816354,0.2764809502087988,0.2383401534526854,0.1828467092436231,0.1680593221716498,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1558066729634492,0.2497356257116018,0.2125714894070052,0.4025282733569057,0.3950044893552354,2.0,0.0238537457167081,0.2646544198025045,0.226925831202046,0.2037220252339076,0.1886096307423933,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1774061739636225,0.2467374447788994,0.2089712551900351,0.4240056177113267,0.404986139926292,3.0,-0.0118089470344584,0.2679621733430131,0.2301074168797954,0.1695561931079753,0.1646031527634381,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1733082054203096,0.2443134110069035,0.2059830725007984,0.4190330598162843,0.4063541958541202,4.0,0.0146652737484269,0.2780047171580877,0.2354079283887468,0.1952943515512015,0.1720853488374276,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1686184250367792,0.2468999211493555,0.208767486426062,0.4126998480383912,0.3978972757824952,0.0,0.0030770633428982,0.2715636167714007,0.2310383631713555,0.1834958396162394,0.1627043378809902,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1852414851078089,0.2436535420362079,0.2051833280102204,0.4353336438083173,0.4214267785540027,1.0,-0.0058651460666947,0.2761512892000582,0.2344808184143222,0.1774219553404445,0.1646562319508882,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1787797487861262,0.248168067992752,0.2094359629511338,0.4258362925060804,0.4076374419351625,2.0,-0.0037195595413197,0.2590422330752729,0.2186636828644501,0.2006735071142183,0.206050365959034,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2804106775717742,0.2301116444070744,0.1907607793037368,0.5300638929319199,0.5106294656114594,2.0,-0.0758027689777995,0.2800922573622325,0.2331918158567774,0.1713673482927928,0.1785054268176586,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2691589563123855,0.2321585131232238,0.1924426700734589,0.5193668966229057,0.5013673427097616,1.0,-0.0852777170986327,0.2799452449202391,0.2341790281329923,0.1686041022574882,0.1703804933905733,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2708426326915016,0.2322067493615502,0.1930897476844459,0.521062491873336,0.5032565774101135,0.0,-0.1228251398168731,0.2832812579394271,0.2352659846547314,0.1117489254302826,0.0848002625327641,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2835202173232575,0.2304740009003732,0.1908272117534334,0.5342628136500109,0.5208249002124332,4.0,-0.1176216882413647,0.2810328957454066,0.2348900255754475,0.1259499974863625,0.1024971098628471,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2666248613077729,0.2308817613748382,0.1906745448738422,0.517358995090036,0.5006992073206303,3.0,-0.0872553163037286,0.2882565726265476,0.2392966751918158,0.1498557510493476,0.1425114697678119,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1409372430719311,0.2495210285213802,0.2127771744916427,0.3863251308395897,0.3639076006547933,3.0,-0.0063849327097953,0.278798941305742,0.2348312020460358,0.1385887724762837,0.149697863275348,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1203315583934301,0.2542463021499533,0.2166221654423507,0.3560977420374521,0.3370210359797813,2.0,0.0027528830022323,0.2704326372870539,0.2299326513213981,0.1615549067877341,0.1483034857710364,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1500476379724533,0.2495692846696624,0.2117165974661982,0.4045081168951038,0.3874506106304518,1.0,-0.0467623914369614,0.278556056397702,0.2402148337595908,0.0754132719122987,0.0586728980938781,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1301395036269328,0.2521716133662602,0.2142199510273608,0.3712118813634216,0.3549668060812802,0.0,0.0057136055178579,0.2727907095958916,0.2345865302642796,0.1521097024225798,0.1466399237190112,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1272677262019057,0.2512491962748659,0.2142301714042372,0.3659080043928809,0.3457329121258069,4.0,0.0048611244337449,0.2782329425723719,0.2371210571184996,0.1622821972068887,0.1479504599120329,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1621556293435623,0.2484542953727562,0.2107793037368253,0.4071891111073046,0.3882085497895371,3.0,-0.024943589832854,0.2727144478694268,0.2316253196930946,0.1381130814735117,0.1454937073507593,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1663307636944262,0.2473928068766005,0.2085659533695305,0.4145101744066499,0.3982895945962865,0.0,-0.0311809123486934,0.2754514708396449,0.2326713554987212,0.14529632263053,0.147249429047403,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1621038687957328,0.2477195150978868,0.208805493452571,0.409480450149657,0.3920037836897947,1.0,-0.0213888070677807,0.2755178500165631,0.2343005115089514,0.1465461183063506,0.1284170001561858,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1366378328817609,0.2511054505604801,0.2121906739061003,0.3740993761664711,0.3595993569750305,2.0,0.0018490874777518,0.2737200298324143,0.2325856777493606,0.1703400758519201,0.1564493782299477,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1526952236367953,0.2491295238270382,0.2103896518684126,0.395635732426202,0.3789009512171808,4.0,0.0097374353785768,0.2708565130089845,0.2301125319693094,0.1947937537613846,0.1926348549102257,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2587098799114639,0.2333086172671063,0.1931900351325454,0.5107272848208352,0.4901471730558185,4.0,-0.0954877922065529,0.2837613185998117,0.2342122762148337,0.1332840443505306,0.1216322990907565,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2530690396473558,0.2356011142179937,0.1950744171191313,0.5052193208102087,0.478491304766602,3.0,-0.1495727914844546,0.2835263060818329,0.2361304347826087,0.0945647610472201,0.0881553906919021,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2726244812427845,0.2318488753263621,0.1914417119131267,0.52423338356034,0.5038449785612662,2.0,-0.1750562600209981,0.2901896196373477,0.2424501278772378,0.0742444733061556,0.0602381283585183,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2596411790933767,0.2332472311518128,0.1919329287767486,0.5136419431237877,0.4929925343959009,1.0,-0.0998891013694369,0.2840077895981546,0.236309462915601,0.14188690717516,0.1165648943156367,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2367319943375596,0.2376717983758549,0.1978543596295113,0.4879703918283031,0.471475377340427,0.0,-0.0651085026954361,0.2754548342812307,0.2272173913043478,0.1889740214145139,0.1780514588874912,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4579323443282994,20.973334587081983,16.481735263038676,0.6781715287576842,0.6714324528055893,3.0,0.1747576740769373,25.82657965446093,21.11268255642663,0.4331377985590579,0.426376651512986,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4440006254764457,21.26609169274192,16.794534470703024,0.6680629329171002,0.657360904631783,0.0,0.2526519274277594,24.414811107523388,19.93338053183682,0.5155737512194656,0.5128020029643833,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4427084240984272,21.223717995251533,16.713952781661753,0.6679001315585313,0.6585556366449338,4.0,0.2286064840435067,25.02791280802697,20.393495105148887,0.4955649409821026,0.4942536863887868,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4662058049961693,20.66568849330925,16.34433436994297,0.6848165675041356,0.6749828109485376,2.0,0.0739181496292592,27.897203989271784,22.627377217421422,0.3589160022791248,0.3547921688192715,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4643498571947629,21.05845027410328,16.620485402615383,0.6828851654085712,0.6753686013471486,1.0,0.158966224600589,25.11884666844582,20.19550563555938,0.4360331688322744,0.4194416191114958,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4788824238941328,20.359027376244367,15.906743332852292,0.6934839084389716,0.6829137680750131,2.0,0.0353540418480582,28.57305032606825,22.766398757419573,0.3860311119575546,0.3761496014324045,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4757649714729809,20.323472238931284,16.002135657264688,0.6903375030761739,0.6837718599552164,3.0,0.0567326773702184,28.83665338736789,22.65727792701624,0.3655682722606945,0.3634710935593357,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4750889887647657,20.55072278014477,16.066193637531285,0.6906001642170421,0.6824077845635831,4.0,0.1995505287640776,25.439454971235005,20.699293147340533,0.4640794559744221,0.4482180277828004,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4985242123345796,20.196892042982768,15.73171578793834,0.7064237972682016,0.6968986982106998,1.0,0.0363268464652104,27.597306468806902,22.174380917497142,0.3445420203463585,0.3303260809210805,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4923202188740566,20.02727914860477,15.721914289047428,0.7020722932010903,0.6960072968774789,0.0,-0.2117464345692399,31.52764883033707,25.2471336038474,0.1696135134498723,0.1349977536408642,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5350642115252736,19.40429401946295,14.819413343570147,0.7321245888189964,0.7258021863567307,0.0,0.1296393422389938,26.1130347161858,20.686091015773112,0.4497772279257467,0.4366900171925828,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5490946178283362,19.226456762232203,14.5185183113996,0.7414375712946932,0.7349775809542245,4.0,-0.3052344648501823,31.987397727563813,24.09135449169201,0.2484000749271632,0.2844825090159347,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5278422298398893,19.522591704619256,14.898859358252937,0.7275632258462502,0.724873983605445,2.0,0.0165123974415773,28.41086901836525,22.728145360296104,0.3634466974516632,0.3529553171618643,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5589078915800065,18.944744439103,14.344171843038472,0.7482375252237764,0.7417874549379059,1.0,0.0652337151552637,26.995590290680827,21.421439790498937,0.4059670464825011,0.3946996107212694,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5504929252239928,19.344340316283667,14.69860542964816,0.7431137880514673,0.737611065295929,3.0,0.120275170994243,25.41530269347622,20.03917444908497,0.4451245294412978,0.4346519734226237,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4269735482577884,21.59346011187662,16.98287241060097,0.6539110319113806,0.6483629597261332,4.0,-0.0206799099849666,28.266413188414383,23.3818291975431,0.2322247456620683,0.2272357683824902,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3961605439063125,22.32501430952619,17.74374449817513,0.6296473846086046,0.6214741110787207,3.0,0.0612951203398476,26.63514964820695,21.89999743582949,0.3117240265136657,0.3037674464676579,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.408168390759047,21.84236727713707,17.4723030168939,0.6390307413021448,0.6354407995048529,2.0,-0.111952548761153,30.2596355597935,24.192875121867683,0.1680051612035916,0.1609409311684959,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4017538206095704,22.18034807941601,17.5447603050951,0.6341317555099493,0.6297173916642491,1.0,-0.0107288433607277,27.43368898161691,22.48770789192592,0.267659711308562,0.2414286514822775,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4094648149233006,21.83342243101321,17.29089105881516,0.6400063464627328,0.6370471822439703,0.0,0.0407695218190937,27.958221732856146,23.00021585455784,0.2980070440089818,0.296809651540901,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4238418786179545,21.685094025637405,16.913472911741255,0.6520003178766636,0.6475494075175876,4.0,0.0809394772131703,26.833416137928708,22.07106387827016,0.3409549646391959,0.3277286838794198,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4308736661588916,21.49912688525805,16.83173813234531,0.6568684693640449,0.6520335860105214,3.0,0.0745001485960291,27.298788188920017,22.026379664427544,0.3641013983420511,0.3627614491851009,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4559411074884177,21.26967901694509,16.700317329462997,0.6759899519649621,0.672364030248043,2.0,-0.0202141281845489,27.712038815395776,22.429985672418944,0.2645252375463091,0.2648671113269332,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4346383342339271,21.3304886529612,16.909274539903727,0.6593226712809118,0.6546301035072389,1.0,-0.1339335468177462,30.287652563649875,24.337001669537297,0.224670623011141,0.2087612919357434,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4251719346009038,21.52866674957364,16.899482045757047,0.6525224002003092,0.6449224633812716,0.0,0.1078343780622977,27.19636310578808,22.00101860463873,0.3753707442582201,0.3605476115226462,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4496501943692457,20.84448792264288,15.968741371875918,0.6740088119958292,0.6666623273209797,0.0,0.0593976101901739,28.558935462616205,23.15843762466764,0.3544708274105332,0.3539911890610993,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5077031324572752,19.983611247553025,15.085527297295824,0.7141172148219177,0.7093415814264461,1.0,-0.0854539863018315,29.30732437817625,23.73031915275441,0.2822572808392242,0.2659750106068403,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4855098432407406,20.41410290602079,15.240357346093218,0.7010996658506133,0.6962331551379913,3.0,-0.2109619452487414,31.01654495263127,25.048966749517987,0.191447108048297,0.1885279272527776,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4669459902142444,20.668099982113656,15.762602468421424,0.6862124774288733,0.6818815311622737,2.0,-0.0836847114961281,30.1090015327388,24.14459955727089,0.2623041826110013,0.2548584784484246,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4931035157866942,20.247222898026884,15.226801645067583,0.7041799433751647,0.6990168652356076,4.0,0.0466673140959537,27.910382146216275,22.175349708296498,0.3791856740090075,0.3853372578726594,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4251647912961803,21.597241590447723,17.120817140197676,0.6544513116765451,0.6446965838620821,0.0,0.2308506704373745,24.838785969062588,20.379669867760864,0.4959169813223454,0.496539839916601,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4362753175388459,21.4821667723746,17.167230279233113,0.6628846571176252,0.6541055610075037,1.0,-0.2030109498828087,30.455894996227507,24.05504467266904,0.2226633982365585,0.2320474927691843,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4430125575538125,21.11149433100989,16.895085503749375,0.6665695868994468,0.6610018786371071,3.0,-0.055351492394533,29.22457320009555,23.81131445685612,0.2103196942994387,0.1852521689694024,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4367253726217601,21.30447211440815,16.92544416904057,0.66245919811501,0.6532248972871381,2.0,0.1543888049898694,26.225062765455824,21.427590204645227,0.4264281029510178,0.4088154493532542,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4356949984867161,21.359893310835908,17.070799131919642,0.6615220226787628,0.6550474868560258,4.0,0.0345775521631802,28.090264954024445,22.7032242086534,0.2857966642833067,0.2734910344094319,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4753870788553713,20.56350564859975,16.13438509853592,0.6907638608238997,0.6815804922760903,0.0,-0.1504140359214145,30.78830042842297,24.60497138817768,0.2185845438845165,0.2217717073325419,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4729222293867064,20.55813867213327,16.122842076533136,0.6889734758437588,0.6797707313961985,1.0,-0.123389256669341,30.598116683967792,24.54455487046782,0.2132833701271258,0.230886240167666,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4851379722035523,20.48219444937568,16.025484818344385,0.6975982556923153,0.6905044697074691,2.0,0.1119206205621151,26.640433579635022,21.860758248631235,0.383377106667511,0.3728471231323692,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4672017198992516,20.729633315005,16.30244208009495,0.6849915746967646,0.6763427427010729,4.0,0.1610955078602888,25.879647629744905,20.96397727253264,0.4467709351639803,0.4310843713632163,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4694842964533354,20.65029638303945,16.42600261980653,0.6862703949828283,0.6786903211550172,3.0,-0.02392312701406,28.98674727645954,22.887898721573823,0.2980117494465828,0.2837137137796465,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5351287948245198,19.530254790585737,14.887540240800016,0.7321671102671973,0.7254933613830489,0.0,0.0804660975210821,26.831457581816927,21.729758531955216,0.3900449984755034,0.3885359029546908,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5107965105124873,19.894613079696786,15.182832604849544,0.7157270324921631,0.7095135119507381,4.0,0.1644932489794572,26.11313840209016,20.788411491639646,0.47734372410581,0.4750446860066843,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5319341411284673,19.68742771483236,14.969308202945532,0.730374695808641,0.7227962935981571,3.0,0.0216224331869239,27.25935065219388,22.005872519250804,0.3426225446712952,0.3303997036378724,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5473797517070524,19.22102650600535,14.608564923394072,0.7406726489058926,0.7340627421332245,1.0,-0.0701614955661478,28.85052238637191,23.4554468661794,0.2594498590876959,0.251582005451409,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5189360568002473,19.56483267574021,14.984329711381417,0.721130702346103,0.7133942863323979,2.0,0.1212226309274385,27.404382572127886,22.10285436946841,0.4257414676251148,0.4180659851464166,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3966927007000855,22.32365082565269,17.77022899977194,0.6310972123325522,0.6241517874538167,1.0,0.0295919559904535,27.3596525579586,22.695069584197302,0.2756818794372236,0.2622173303970261,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3833079997563704,22.37396669808683,17.83030662878272,0.619961159409408,0.6139897808226732,0.0,0.0584635457216897,27.56651080909715,22.38609255125733,0.3264207862899896,0.3254518369425614,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3755019558263303,22.51334745772794,18.05137897372505,0.6142179851656215,0.6119780564101974,4.0,0.0252912469463666,28.075951194081966,22.84194129360621,0.26471898387687,0.2411032543081162,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3622083281165252,22.496812788007382,18.029101489028548,0.6035620228359053,0.5972957378059297,2.0,-0.0426188530945172,29.753828483170548,24.406151139757224,0.1798557455755214,0.1603750031322119,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3727709953758382,22.503382047691563,18.0114528849711,0.6117744623435862,0.6054677383000485,3.0,0.0172443608228312,27.988214679134387,22.7794538376732,0.3033955114953426,0.2900696652546071,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.397736971578181,22.147557592792094,17.479938160307494,0.6315044117551496,0.624806323952216,4.0,0.041523842596859,27.439513946590445,22.49433932202889,0.3115063883946393,0.3084723925817944,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.420232630231526,21.65445806472693,17.22192504472709,0.6485676095824762,0.6443241363626689,0.0,-0.0409466743875155,28.968912664761334,23.37480403725547,0.2256276463629994,0.21518914832327,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3961182115855142,22.050816738548804,17.335438942381067,0.6314980092948264,0.6240550211793301,2.0,-0.0438515147854148,29.016124638581893,23.51521930628046,0.2360861328320954,0.2607719188853409,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.398480645444349,22.0682089647815,17.325621133739308,0.632142875849847,0.6241422323070407,3.0,0.0306796732867549,27.91266346614884,22.996061453131823,0.2761233746038774,0.2577954232337484,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4270482930592471,21.73217408866544,17.07747653671142,0.6545072045578911,0.6508493921410934,1.0,0.0060172123073584,27.745410346208143,22.88895646026928,0.2601793966485203,0.2435651502152179,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4528778971795432,20.90787955658549,15.995057404635546,0.6763283144192614,0.6719920347062623,0.0,-0.0149239160065994,29.20938206547625,24.040765087452005,0.2782961979737279,0.2675355898477842,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4269689714353714,21.246107777422,16.46428884968762,0.6574258581667357,0.653240177569063,2.0,-0.1106763064547291,31.33322944305785,25.13661325169604,0.2282883050449365,0.2206325769342832,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4614337120424386,20.97917553144093,15.9556670337236,0.6823843085493189,0.6790928364531253,1.0,-0.0829920014134315,29.32235486555553,23.90895695337988,0.2485871588749064,0.2409135508374002,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4600764618828606,20.80128019044732,15.842077611468143,0.6810169366080421,0.6767622792807985,4.0,-0.0686899884891516,29.826385737158308,24.49547104386956,0.2447661991365635,0.2493620357878768,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4367523943619102,21.44699335847613,16.33283265738556,0.6648189054320522,0.657382781264137,3.0,-0.2164637983721777,31.020118601348702,25.32032794683118,0.1729544234316013,0.1609043850362319,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2695697020622097,24.52279923716816,19.816092523315536,0.5312668689539654,0.5158437819942228,3.0,-0.0139325868503774,27.50326795941852,22.540753252173644,0.2715671760828962,0.2546693894504356,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2605837090122672,24.54667888010117,19.75615522198797,0.5280247571620491,0.514439375304837,2.0,-0.1762725313765618,30.425705116311324,24.515894221174577,0.1653596486620556,0.1848331507486145,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2920888037285091,23.990952122631704,19.251753723593875,0.5518990862101729,0.5375090671278959,4.0,-0.0936357307107949,29.62476170109157,24.5876140111987,0.2561419721041161,0.2397766704899343,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2754989065774745,24.300019371050023,19.468909916177093,0.5425369406857943,0.5284971283563333,0.0,-0.3044900997131277,32.27002276112134,25.88392130336964,0.0762286249295292,0.1134357170137576,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2631411587187524,24.44744061590165,19.68444967803229,0.5274064589946003,0.5118779664860202,1.0,0.0532594986071807,27.68748251479995,22.893193527605565,0.3589656247261111,0.3501902175751962,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2710783876826462,24.37112888007517,19.410774224334144,0.5454607614186492,0.5326403056360643,3.0,-0.0196055646944453,28.55039339800832,23.5744581007824,0.2644949656924393,0.253375184683725,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2123412506550316,24.99265133595381,19.96892574950693,0.5004956041905777,0.4935396555010801,4.0,-0.2803115371975175,32.96410179762264,26.51383099004305,0.0908884950978766,0.0949817347699499,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2505352079983092,24.653295322381545,19.684938083089207,0.5243932714407031,0.5071751444633764,2.0,-0.0213896359883243,28.763686100428487,23.418886418080003,0.325867479515068,0.3143779376057381,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1861255779877947,25.34154808447325,20.266661403113243,0.4769534497238447,0.4669553511523439,1.0,-0.0011092346046439,29.438206896578546,23.964967203187907,0.2996656587710983,0.2995029964480635,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.275107987171367,24.380849416360046,19.3371376729487,0.5525037641826795,0.5407257943071772,0.0,-0.4281221298422353,33.59076452363789,26.97264922640264,0.0484412406504914,0.0799347012354878,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1508764039985786,26.179619725621222,20.704581179405327,0.4565818066414291,0.4320919300702655,0.0,0.0496609383705733,27.90104817864664,22.4880434926361,0.3941756599198596,0.3957081821960124,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1981580051752277,25.379582614928392,19.77959862237908,0.5093882107383328,0.4920449579450411,2.0,-0.3836763453389118,33.87430709620632,27.266895630179786,0.0773386934131283,0.0838776547542889,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1964524670490001,25.53770177081807,19.93901804165909,0.5006449652680466,0.4812101145418259,3.0,-0.0343617527274631,28.882858757072327,23.34223953282743,0.3140817975366485,0.3023587335876453,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1986710846224604,25.611245489802013,20.06313843830824,0.5029172579346336,0.4877611434843357,4.0,-0.1439552425430776,29.30093762930037,23.584849176749167,0.2327441411682599,0.2378342305537519,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.194418296219626,25.754652813462897,20.25217070252553,0.4981953282985558,0.4795197078127431,1.0,-0.1011098795965519,28.632321583075942,23.230376524579967,0.2742402337857754,0.2671717461781772,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0170488878680692,28.360193937771346,22.89490350091379,0.3548995457768702,0.3285985254326176,0.0,-0.1245385550615607,29.835992713587228,24.59927872603461,0.1355152446989005,0.1125030696567405,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.022943518881883,28.017774791515524,22.53234873041397,0.3718111154473598,0.3467652837939626,2.0,-0.2387731499266234,32.058838055135574,26.565616846789613,0.0551966796003354,0.0434290239487582,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.0091231626173675,28.584363306820403,23.003172635988097,0.338468903611925,0.3230734139809554,3.0,-0.2899517680359864,32.01226189224656,26.080159751774328,0.1261894165995103,0.1132606377479661,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0111321855217587,28.377656965667427,23.052537700321363,0.3418016582309819,0.3280994686993194,4.0,-0.0380103936073066,28.84325512851261,23.597428404039857,0.2389777446516335,0.227641912320249,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0461632906296648,27.820286624738465,22.4047613427822,0.382314653908016,0.3575485355449478,1.0,-0.1734127565864085,30.811077175933807,25.67302966102484,0.0705319701172157,0.0468660477890962,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0038591731175632,28.64243168248724,23.03626702868169,0.3740706871182341,0.3583843491946368,0.0,-0.1474260965434806,29.85531936915344,24.799241815838563,0.1196466382615626,0.1132277947958218,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0223547146251812,28.645530809709303,23.11110274396352,0.3231442552807383,0.3186015713197817,1.0,-0.1810050435450634,31.34025069919665,25.7426751418906,0.1661568515258536,0.1666646148748833,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0299045289565431,29.03732855477236,23.15007487031664,0.3587083250226954,0.3417352461296071,2.0,-0.286958450648912,31.51663011998002,25.851520666242426,0.0826304724586598,0.0884439950240688,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0202917650912457,28.78780030376033,23.06921621869968,0.3338013255814365,0.3123880669090643,3.0,-0.2140429092699867,31.05636053659316,25.95856170913592,0.1157763234058608,0.1042997909642999,3.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0619955315863167,29.24511683381036,23.33098939048981,0.3209349487127392,0.2947944707540497,4.0,-0.2561088044039237,31.688735018479107,26.37304317889179,0.1120551887134969,0.1318164742364052,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0922195938962118,29.588638323962805,23.461545980851533,0.3363282841240322,0.3182124339911906,0.0,-0.3347054776930711,33.32773229451728,27.54177436903037,0.0176612517230538,0.0012342880763773,0.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1248928292688578,30.09124565995169,23.93394695957892,0.3157869086488399,0.3004181415522869,1.0,-0.429244582287672,33.88131801724746,27.478968972852503,0.056558860391267,0.0745616287604524,1.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1333776389756089,30.190381149101203,24.00700754318328,0.3097772577930724,0.2982995450622883,4.0,-0.3859591146000267,33.733807832670664,27.12118285975229,0.1079808037903762,0.1078561839587697,4.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0420143656246441,29.38812938559723,23.302237128687324,0.3455133875807598,0.3238173440393519,2.0,-0.3548893274805722,31.91383499831265,26.47823676048548,0.111340862453873,0.105307509814357,2.0
nucleobase,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0269847646630969,29.202931700266184,23.06778301365064,0.3910692508311612,0.3749803086782824,3.0,-0.5643727869780224,34.48871746479867,28.243044183384544,0.0089243429633741,0.0071104567814463,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4537024706184791,21.05523053305166,16.71217306787956,0.6761223442710159,0.6673539456643436,3.0,0.3793391881747809,22.401619680277456,17.850961350457474,0.6183099149357965,0.6094178820501813,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4487050871815635,21.08883672725479,16.71758926916465,0.6721511922091181,0.6638547795178187,4.0,0.3814936114037225,22.626621413614977,18.03783220585676,0.6200810027541578,0.6104721005838926,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4542482933156031,21.03612479717529,16.72958975473478,0.6761410084244905,0.668096903405939,0.0,0.3753581072904508,22.50101956538725,17.97039181675413,0.6155361442285608,0.6014319284350856,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4551444507408712,21.037258400988826,16.67032246959964,0.6769361598640798,0.6684484001308667,2.0,0.376787533090852,22.403935248435893,17.82316083595768,0.6175756797851835,0.6082397674372787,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4551811797270175,21.05546326421058,16.69853605200198,0.6769547981688029,0.6684458014051666,1.0,0.3691369753455523,22.46096777505153,17.802086297558866,0.6114862734383288,0.6001431901676926,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4872975285125279,20.35021492147185,15.9587512822424,0.6993047189843625,0.6906915078365233,3.0,0.4050876051337753,22.135299161109028,17.42834984682802,0.638779767099775,0.6323824999660842,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4896397301731816,20.343810170867133,15.93601031202415,0.7010564281171758,0.6941208870912925,0.0,0.3934770110105111,22.17487392056864,17.449781594608282,0.6311403933852175,0.6232714058177362,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4919769651649904,20.30404714557941,15.920466334879738,0.7032979535677403,0.6967700085650355,1.0,0.396461350819456,22.090058103313808,17.41680813075937,0.6329122131916842,0.6227879941204544,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.495422896597146,20.233126745411592,15.890404300338352,0.7051898726750305,0.698938324148282,2.0,0.3809067993467816,22.38332599881401,17.63015383482172,0.6205692893061105,0.6117525695025852,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4970870167806875,20.22730641555237,15.814141513068927,0.7063149320774376,0.700032162855422,4.0,0.3560926772191954,22.694435400101828,17.812969938683267,0.6059910459162615,0.5947490355640255,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5485378882307064,19.09174674192138,14.564100834393198,0.7411592692352076,0.7353524298214537,4.0,0.3781380255066454,22.64920901088748,17.585153375013466,0.6262270976421824,0.6150666956606831,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5407089615724454,19.28999714618082,14.658203894862028,0.7358319809342774,0.7307958579318545,3.0,0.3833155146170167,22.402210037327126,17.26820766666509,0.6306432037031866,0.6239567842676625,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5539006358919598,19.04119105701529,14.519490989098395,0.7446585472448983,0.7388579075986252,2.0,0.3537185095031874,22.78222385347637,17.55802178173175,0.6110186414762724,0.6035012817974935,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5480786431600186,19.143021718248946,14.6294344750509,0.7406305435759222,0.7344399674556186,1.0,0.3815427362339373,22.396618132104063,17.3057236174377,0.6300018118387314,0.623570563332953,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5453192218371593,19.18942480916617,14.591253891315274,0.7394492562877231,0.7333950397302998,0.0,0.3543181449212943,22.940217074928835,17.64615981407558,0.6121431976262928,0.6054481379573025,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4018396241578011,22.071122659946816,17.57450811509914,0.6348595999737614,0.6275446355144072,3.0,0.3050122269463015,23.536046396605457,18.87243926366764,0.5565157898269556,0.5430414618501427,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4027561920962808,22.002586302949,17.562264881685945,0.6354796919566135,0.6286836340448353,1.0,0.3239996135115064,23.430504867105856,18.76541012472501,0.5710715350822105,0.563001614471959,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3976725952974217,22.042130132651376,17.59787884252068,0.6315477570846465,0.6241656222241347,2.0,0.3306434417454542,23.539679238538703,18.86937648393898,0.5757996269349956,0.5667826721664038,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.399296417372847,22.079942287339897,17.587913554535795,0.6323151743739575,0.627269471782527,4.0,0.3263599975082805,23.330146908511644,18.724711652741483,0.5727923443884091,0.5653863150177947,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3995852272807964,22.01832588879521,17.57433514799516,0.6328512631774134,0.6248505092950861,0.0,0.3382739176551671,23.361775040633788,18.74032934117896,0.5823969708869686,0.5766569311256304,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4463034333846061,21.132361618277724,16.694159304715424,0.6684556214079964,0.6618437671149378,3.0,0.328072121183752,23.59331846738261,18.743427608476427,0.5766013853816953,0.5698862309865231,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4449424921322007,21.215681887934487,16.689669962834934,0.6675949684228959,0.6627503046239853,2.0,0.3004432137354843,23.81801803981823,18.7382924875314,0.5588733503843459,0.5495251382646023,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4407616598363519,21.31556583803769,16.795711793377787,0.664487378589238,0.6578323273109745,4.0,0.3373849493663393,23.09251448204215,18.20533573499324,0.5848698695165456,0.5751654419680011,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4454283929927775,21.193300391123664,16.756550839105735,0.66761648953638,0.6609031954124286,0.0,0.3221600730315825,23.50334613921122,18.589251840168327,0.5716753896999291,0.5612404724579312,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4446261408183837,21.23075722778279,16.66009079016561,0.6672432438469852,0.66073790659238,1.0,0.3092487869616681,23.626765090770192,18.65470475036192,0.5645375226374496,0.5551340697204983,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4743845048479481,20.647868356622915,15.731893106048735,0.6918029398461887,0.6880620671605133,3.0,0.3007844568543696,23.78241932241428,18.38974662487981,0.5760582527791158,0.5702120074662926,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4845783403333256,20.437079373384133,15.71230664675772,0.6970571048265398,0.6915385386519308,4.0,0.341941708839708,23.13038070964985,18.02153650482736,0.5976755394475409,0.5913995383012276,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4890877989275636,20.41244255287001,15.65028287619221,0.7010583750407305,0.6942319283454911,0.0,0.3187239903333356,23.23548730283479,18.090733129839755,0.5842586468654032,0.5773225546618955,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4939063676008561,20.278567432944115,15.55812652410085,0.7036358050757116,0.6991951263327624,2.0,0.3164499883828614,23.44904885666169,18.23675184031187,0.5833887908114634,0.5763574422039871,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4899698760708898,20.28500166888992,15.466548653897393,0.7017944813494272,0.6966572184699766,1.0,0.3397009268319813,23.37286828938008,18.090542328180582,0.6007819381688869,0.5942858576459602,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4323117518806433,21.454842003313733,17.16033320513329,0.6598042045561435,0.6507994542189529,4.0,0.366300103534652,22.66532855161238,18.076743249609653,0.6061073543450335,0.5939687906891521,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4336383013865567,21.427532248532525,17.12412529669183,0.6610734018246598,0.6519668487313942,3.0,0.3514732050351113,22.946201001441445,18.36839335143986,0.5951572743144432,0.5833938990668924,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.43490751331607,21.40148547200668,17.114508752741575,0.6622461716218067,0.6542135154364574,0.0,0.3554289213157166,22.884219123219804,18.28717024693222,0.5981815716955703,0.5842587406788037,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4347783779767775,21.45435799009645,17.14508306989265,0.6616082658363038,0.6524415832128672,1.0,0.3463136509896598,22.827940212329747,18.16893619836716,0.5912019653983474,0.5824890153518368,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4339714255785466,21.435088872123,17.10752679839724,0.6610355517460723,0.6521419501165391,2.0,0.3504080450273424,22.905657255425705,18.36995337466186,0.5953410547464538,0.5837453762130904,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4730553121328765,20.65561714982033,16.289584962294864,0.6895040745874551,0.6815583044552879,3.0,0.3412532303035628,23.18190373313756,18.39157806554187,0.5892369342848439,0.5805093522289142,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4697052408321615,20.718276887904807,16.440698718186454,0.6867834516332877,0.6783321247062986,4.0,0.3563120515090996,22.92978306868336,18.1596447869887,0.6000434594617419,0.5905539845363131,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4725043357422889,20.725939948635546,16.41266152730406,0.6886071420036515,0.6809426552710897,1.0,0.334999549417256,23.024119083676013,18.252963803478483,0.5853948582461589,0.5725144002951831,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4706903251268437,20.68100578976294,16.313022044720054,0.687501878337124,0.679612804470203,0.0,0.3562435737046666,23.00803664590955,18.263436194834632,0.602193918548953,0.5894620741215265,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4656012263455977,20.786243055603023,16.425767501767996,0.683565892903853,0.6754573279320196,2.0,0.3706152849737741,22.723005476158267,18.05465168545396,0.611058327053805,0.6009316102426991,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5312559634994969,19.494542100343285,14.984226592260532,0.7296613186140577,0.7229595240336302,1.0,0.3242445839821357,23.411830377646872,18.20928343495568,0.5901037809656123,0.5816382984521626,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5172616015240936,19.786022837514363,15.181530940250916,0.7202382348737262,0.7132734638401924,3.0,0.3507394193678823,22.9419178022936,17.851263497641106,0.6070355353911615,0.5982591057123373,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5310167796681555,19.51946920117284,15.052789049329,0.7292603105706769,0.7240255788885147,2.0,0.3352068088244976,23.130953736524862,17.958810121665735,0.5946920636630381,0.5847419457847043,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5293591956878976,19.5313548793673,15.034265087256554,0.7283058477757373,0.7222809030077282,4.0,0.3407630547632266,23.14247636124846,18.043757359842115,0.5981580435376723,0.5912246870977457,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5316920639637149,19.493797429043127,15.050960201902782,0.7298128644834622,0.7242659958095787,0.0,0.3310380032106316,23.26006223302776,18.020217178932363,0.5929084925415609,0.5859660383703119,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3813661966934788,22.379075721747046,17.98562924590684,0.6192597321041241,0.6120638299559359,3.0,0.3037585227734508,23.838547012548823,19.14648691047591,0.553445871303403,0.5444589450511036,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3766848528116749,22.473448995840293,17.995641566442558,0.6147470605057085,0.6074465077974814,4.0,0.2965031496106236,23.92027036913459,19.182824643078465,0.5466881416194225,0.5395847892928889,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3822303347257384,22.38466633260252,17.946026582297222,0.6193856126526662,0.612284551424246,2.0,0.2909667222677525,23.965815303365453,19.319775562578343,0.5421822465186021,0.5300209035341988,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3832389884607265,22.364972125184245,17.945839097353904,0.6208198330698871,0.6153994400365388,1.0,0.2953270783922308,23.89771875911655,19.115093045990104,0.5469086506209782,0.5345587310261836,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3798381138445899,22.4330105538359,18.00866142654224,0.6190455907592852,0.6118593904287122,0.0,0.2961547587143158,23.8571320626706,19.110717381462088,0.5474798317804128,0.5391102565317278,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4158864414366074,21.81404188227805,17.270770952313708,0.6460070995491132,0.639644466447851,1.0,0.2998924161579958,23.606160744881123,18.776226381235183,0.5559921813002376,0.5472645493934173,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4109054966321529,21.80065280056729,17.337470630988403,0.6416798400483561,0.6350232449344713,2.0,0.3128737084845295,23.844242261169203,19.037566715708035,0.5624702487571288,0.5511145876935505,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4055018593826924,21.931280977715087,17.36707602913457,0.6373334722367501,0.6307759509843093,3.0,0.3209572985194284,23.57050932385496,18.84418097918829,0.5704814247966556,0.5646567144426627,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4135183242533373,21.84456166807572,17.350167508779023,0.643672807985201,0.6375123615191332,4.0,0.3013746660482786,23.64136027039013,18.744443251150965,0.5565554709801386,0.5471158079639931,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4180459636337682,21.70698794995502,17.170609768877064,0.6475506418567837,0.6405797970112244,0.0,0.3079773394986144,23.762014863288226,19.126763804788435,0.5606710152713117,0.5520088149403661,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4639701925612897,20.82012664453037,16.11427083789641,0.6827074959737647,0.6765537213067375,0.0,0.2910155897951608,24.10984319316859,18.883149385316106,0.562918851067945,0.5574423385861157,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.451738491963552,21.05502277453203,16.22758730109531,0.6748782014054999,0.6677169381866417,1.0,0.2977495919680458,23.99846894143713,18.740991717655213,0.5656581061191917,0.5558933291940593,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4498018806371872,21.202679407960307,16.33229729324949,0.6726510399036479,0.6658076789315366,2.0,0.2772309690256844,23.83584098782103,18.71927515269337,0.5524382074594656,0.5446447343495773,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.460499056804755,20.895756542380475,16.113845793537667,0.6807455690940819,0.6761614085680838,3.0,0.2741968992668359,24.35400745752653,19.069190181571656,0.5530094605564135,0.5412674803811026,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.461642960663826,20.93026329434443,16.188101525233566,0.6802702311989841,0.6736000716799239,4.0,0.2872287357404401,23.87425495177457,18.71407024543233,0.5557736210936555,0.5489614085439443,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.299033552126939,23.837184488364443,19.46288740589196,0.5471590220621386,0.530474223149316,3.0,0.2574018725213773,24.553377049360247,20.01095858648112,0.5101283351101419,0.4966609527618872,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3087898145241089,23.72620112759437,19.34135843286777,0.5559806512855401,0.5397526438424071,1.0,0.2380425666489687,24.64218213561702,20.049113190412463,0.4932223493969024,0.4844223929152936,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3073852429691106,23.675462961502088,19.34585565954137,0.5545625742920686,0.5372652270665005,0.0,0.244792141615087,24.840080719072265,20.299368300285952,0.4990917677627362,0.4854852917860768,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3051391631333462,23.75565677134073,19.363717965676656,0.5526630177591795,0.5368904396816123,2.0,0.2350610672999797,24.82795374828901,20.25573312731762,0.4901917167774354,0.4726423986497715,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3075444526720821,23.657586345734355,19.27553799471013,0.5550634611156479,0.5395652272366588,4.0,0.254688221491314,24.74508466219669,20.20361645884984,0.508789320389631,0.4951456805501745,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3065546804169843,23.69940385501921,19.22823065688016,0.5547649004693387,0.5382683338962476,3.0,0.2413145415594254,24.862013261411988,20.254775457129742,0.4995162672713235,0.4850478797849518,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3079384638613891,23.75512893940056,19.245756842264026,0.5563413281029306,0.5398586810134116,1.0,0.2300776963914585,24.70804244818991,20.06225629031135,0.4902444447869017,0.47714062546336,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3104107812726736,23.691731614548942,19.17248562140881,0.5591206702220914,0.5421914180945938,0.0,0.2328000130450481,24.749656389353344,20.054387419422348,0.4941425870147177,0.4820941055779962,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3080465488685439,23.64770045298734,19.17542063361329,0.5559070189856069,0.5403648046146876,4.0,0.2332238228821976,25.10265962130624,20.504948158906043,0.4910247902615515,0.4751748735267159,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3079920240752577,23.653030491377304,19.20419925471453,0.5560188822355693,0.5403825691724401,2.0,0.2458071982066919,24.87874094383259,20.20215812790112,0.5034158966722633,0.4895046870619838,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2791265253003928,24.21732387897428,19.234905605031475,0.5444081765715891,0.5286268100836626,3.0,0.1509279234297752,26.06761454423173,20.991134046669785,0.4497301790498267,0.439720115074027,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2913117296428804,24.00490877088949,19.178669885852926,0.5483006772079259,0.5304448352017201,0.0,0.1690591564512398,25.817516710252008,20.85930337683138,0.4526018476333843,0.437535668659163,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2695126704037563,24.32742987778244,19.24958369704452,0.5375543581080204,0.5203905020707255,4.0,0.1534912462491002,26.2464043644108,20.98095613579101,0.4521342249079397,0.436945578112711,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2827078883776157,24.102841516068068,19.15364657632871,0.5450285965929442,0.5282162531016179,1.0,0.1744928385264978,25.935779930577468,20.78698220579313,0.4635691931054391,0.4488558155105925,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2698028569833715,24.35843077764736,19.33156797790004,0.5370203465287521,0.5197137782488495,2.0,0.1768767028770657,25.730479652111555,20.584490488230585,0.4649508477859876,0.4527389977836853,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1740889777122993,25.870219287906792,21.269137386493654,0.4236652861602882,0.4034313878710853,4.0,0.134001397303526,26.53791617592291,21.87568905947307,0.3829182970300252,0.3607568915468193,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1825663929165104,25.72767332849045,21.19677711268333,0.4330681803651734,0.4087984688957021,2.0,0.1307807751162267,26.625229068734207,21.880927915254738,0.3845852040160468,0.3679992551878783,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.180962863962638,25.80679008077102,21.33212447911788,0.4291374153041763,0.404686141510414,0.0,0.1465526357120843,26.158063385288912,21.646316155974592,0.3926509893394671,0.3732783883210315,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1791434168565256,25.80792201800551,21.32117928153489,0.4282903111620997,0.4020380400718015,1.0,0.15450165946247,26.143125792471515,21.596996825664224,0.405705925807462,0.3855686149345494,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1888217624784731,25.622905334063617,21.12631981202641,0.4373845833193108,0.4142181612232271,3.0,0.1352238047230609,26.583450407770734,22.083979141269285,0.3806200401277256,0.355165004586343,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1611581756421938,26.03081189378304,21.24449413326338,0.4210617726294485,0.3978316218665041,2.0,0.1005806147406465,27.214842516661747,22.33263788409346,0.3641036510453893,0.3442114286524236,2.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1719206056128788,25.96708236318652,21.307781266892107,0.4263249198528721,0.3983400120872391,1.0,0.1102921927190313,26.636841091274896,21.87931426342452,0.3667145447152957,0.3449081459128114,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1733518338959612,25.91207532090896,21.26001384068468,0.4269886945569844,0.40453885086842,3.0,0.1103305364523005,26.77256835251333,22.10331932755161,0.3637575964678849,0.3473113566600379,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1723645480908087,25.95825466389957,21.246435664147068,0.4267866842099229,0.4045018036446122,4.0,0.1237633850655661,26.44170918804462,21.73250766887548,0.3843437763895369,0.3642981652956527,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1687932298133982,25.98104155869064,21.31375086203823,0.4255609703809991,0.4008310937162296,0.0,0.1106471592877137,26.756394354159063,21.97299846744144,0.3722549734486478,0.3477595637250836,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1024674522175784,26.9535570245461,21.883084425974808,0.3910083856272053,0.3739656088316028,1.0,0.0377069999753215,28.035376692574445,22.91131104367641,0.3343271677925643,0.3233676440209487,1.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0963755233448411,27.045911405730973,21.832486465060608,0.3864797181801231,0.3694066279412509,0.0,0.0313235849857465,28.12313283525553,23.01568404952773,0.3319324743699447,0.3136921462577591,0.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1137772426145703,26.727639566698763,21.63471144753028,0.3986470352724513,0.379436239283446,4.0,0.0682223047754863,27.81094324808495,22.74983190415953,0.3560499673507641,0.3385659752040543,4.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0954258053214724,27.119717469267208,21.86689333623059,0.3911680678195666,0.3681570923853881,3.0,0.0155856753074596,28.10413889774909,22.76041502933071,0.3286675284958981,0.3083772573127865,3.0
random,asoptimizer_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0893858118088145,27.144593453798464,21.82649904219861,0.3831915067360995,0.3695474827136029,2.0,0.0243306210298529,28.2477765386911,22.85901993609362,0.3255913730982705,0.3147758000649052,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4050076507001127,22.20238676389284,17.780896053035992,0.636601649262267,0.6290200033675765,3.0,0.029285958893037,27.168013408595897,22.414797869824223,0.2856098438073887,0.285120532615615,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3471353131697711,22.806970266321024,18.29646459109977,0.5893022414375306,0.5800443894060899,2.0,0.1648108219315145,26.457518462934747,21.86080382977997,0.4251003732114168,0.4147638290137598,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3853531645432638,22.344887875929206,17.863510345549834,0.6208522656217406,0.6149734227513219,1.0,0.0521337824344906,27.546573197295977,22.789264340638628,0.3189250797455329,0.2923010664127975,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3830786344901903,22.23556685951372,18.04283840864368,0.6195146938574632,0.6137522531573483,4.0,-0.076788686879698,29.368591461703,24.21382188018268,0.2602809934857568,0.2426843344310305,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3968294229663018,22.156409499446475,17.826686428731335,0.6302561507679548,0.6200162420264017,0.0,-0.0584181778143022,28.79195533254925,24.021913721314203,0.2983012309043144,0.2699473204128946,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.410478776521226,21.722013116401577,17.18282876106315,0.6409823709292493,0.6310141822278207,3.0,0.0328384720605713,28.01114890604628,23.28135389774189,0.3695125454853168,0.3584459915099019,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4022204757564216,21.966062090163263,17.448407840906622,0.6346108901022942,0.6255942982007128,4.0,0.1467946413938738,25.9493736363412,21.37183943095127,0.4302885193389936,0.4253169951902387,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4015930643473904,22.14882925991036,17.598860572607947,0.6339548924095848,0.625139370911796,2.0,0.0795738217340833,26.779745235926857,22.17655749903804,0.3462897026169668,0.3305487879609155,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4184115639888206,21.76329621166106,17.333522660452115,0.647027855213399,0.636194719423452,1.0,0.0149472805000999,28.11379816744727,23.265731942180448,0.2953790172032995,0.2823498871566962,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4199419623383451,21.62325982366632,17.22117749972739,0.6480521597787431,0.6365224480101236,0.0,0.0203580020884327,28.40481393025912,23.53899195274402,0.314251056215097,0.3075016363198735,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4989700690375936,20.38782330193657,15.771734523888997,0.7067634401110747,0.6968566939918255,1.0,-0.1242174138225153,29.08769127616672,23.6389777227997,0.2694181615979736,0.2558847681963256,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4741620677322777,20.40660238157865,15.832366980164064,0.6894266753831262,0.6834672739197816,0.0,-0.090418231888022,29.76158054982892,24.384894196777847,0.3129805523438541,0.3049226883313579,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4988004440934551,20.416341495847,15.749564789255658,0.7070319011417511,0.6990766410938262,2.0,-0.0788135185623595,28.295094933195383,22.99305854820992,0.274277057122968,0.2750100121428326,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.473947529284388,20.485398649797425,15.853272537393003,0.6889602109620699,0.6796445376653262,4.0,0.0433450568644138,28.65166262709408,23.434832757705703,0.3650850536635512,0.3547669111892836,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.507374425923087,20.219365779901704,15.617874048272656,0.712737544709299,0.7033587499347839,3.0,-0.0881150740558787,28.832864517149154,23.576683648927137,0.252676923643747,0.2527738291909152,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2637049672085464,24.372644616042663,19.402584161421675,0.5246144362307986,0.521234559634761,3.0,-0.1258593233216356,30.44078504854308,25.337202275849453,0.1182950486679863,0.1358411321059334,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.267324594755419,24.6555596195182,19.754000288660603,0.525574772792682,0.5195009656919833,4.0,-0.2402978912795983,30.30888133477125,25.21574580429328,0.0695869546663716,0.0669813305819017,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2624631684292969,24.54049910875467,19.579054907257195,0.5216774899101131,0.5186811712090419,0.0,-0.1390235348079682,30.02892200612118,25.09915464979033,0.0794984963871697,0.080081754509096,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2500020594156431,24.68637235488873,19.767525176886817,0.5080803223614637,0.5034987088371616,1.0,-0.1713909823175963,30.14860470616897,24.922658960648373,0.0381220217807861,0.0289854591251081,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2552655615252512,24.74210867676895,19.78904265559389,0.5145002328271425,0.5090626211272712,2.0,-0.1540455929029172,30.017367822342244,24.96893893938133,0.0944353601582188,0.1033463111744418,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3035742232078027,24.013272336592863,19.00587053030777,0.5602102090052302,0.5572746806977489,1.0,-0.285566272052316,31.084153703620725,25.832335143220103,0.0732702677381456,0.0737434265672814,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2833237664329343,23.86237998914235,18.81741248801264,0.5427179333405282,0.5394276162838338,0.0,-0.2731175254466804,33.00379033890962,27.29412978462837,0.0609211171740333,0.064660374572639,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2962295136480851,24.013936459831264,18.93081140571112,0.5566016334886147,0.5547744264827927,3.0,-0.2426053814570972,31.33671335323029,25.682664067667726,0.0681032979538935,0.086757065819984,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2950641429873588,24.08563763889716,18.86774456080395,0.5566698778841617,0.5559105488890412,4.0,-0.1711339038753372,29.949542873103542,24.899624723272588,0.067915276525954,0.0602248466392936,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2977601371102084,24.075380738641467,19.03800351705305,0.556093911689133,0.5543168836919495,2.0,-0.2017091375317152,30.39510202233389,25.09719055641798,0.0771672816357816,0.0771573328573175,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3517573521766214,22.81434514183223,17.669609315373922,0.6037584831343774,0.6039569013692161,0.0,-0.3594218465973098,33.61534068717931,27.468369309101085,0.0659938721720215,0.0696246912293567,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.351571308121224,22.802530209601287,17.64413052312963,0.6039371214739144,0.6040389288829182,1.0,-0.3518477204915766,33.59498637390737,27.37552709232845,0.0746432348588831,0.0756801389069165,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3697239367711395,22.861664904833567,17.44482412629977,0.6204185786370766,0.6179470002058045,4.0,-0.3410978408250547,31.808803946044243,26.26557632490992,0.0555806293207222,0.0633721160346384,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3666672371520553,22.699235501255288,17.41994964184857,0.6152728993261725,0.6110909285761993,3.0,-0.3634433282528209,32.79252417528129,27.079521015916377,0.0965105773185992,0.0913158648037687,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3668504012065389,22.79537762771833,17.436666722708924,0.6202637447367714,0.6188774299525801,2.0,-0.2846523658501605,31.417029015528605,25.89863227355731,0.0299482866496909,0.0236201765765358,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3805622818122737,22.42232490256017,18.244749123367264,0.6197230052695193,0.6109217143369783,2.0,0.2886714372270973,23.973078329906947,19.53342566456179,0.5382249140866672,0.530942223849628,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3761894925822581,22.48729939255304,18.27495728769669,0.615736967485308,0.6071176396575527,3.0,0.2868043066158284,24.066303651402773,19.56463006046016,0.537183742166469,0.527573612881109,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3773079788419921,22.45140715043226,18.221709658376795,0.6168193562630031,0.6070480378507742,0.0,0.2856237830236181,24.15162454470316,19.770607359399385,0.5357497210295714,0.5258077860556079,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3786125484164174,22.48208071235797,18.23194328105412,0.6177406882549684,0.6085079421014955,4.0,0.2833541241490086,23.954099189913386,19.505839568520305,0.5333570431822329,0.524392168655641,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3859319003851643,22.327307181761903,18.120888146886088,0.6243664886443432,0.6153604595931814,1.0,0.2752146314695499,24.18996316355547,19.65717177641029,0.5277769314824242,0.518156948918123,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4149455989524337,21.82400263802084,17.50239072825828,0.6455615667908023,0.6354902568973541,1.0,0.27305546577157,24.08848372218251,19.377526073261183,0.5296555957436129,0.5202169758146098,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4188451200411983,21.73118519297738,17.417466144269703,0.6488384516053302,0.6392778778779833,2.0,0.2720656654380309,24.19300361057088,19.41776901689856,0.5297895815931752,0.51902798402061,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4154938276814823,21.779055258942087,17.494372555438833,0.6465835170970131,0.6365299556299193,3.0,0.2902909098370254,23.95570127331765,19.40323006035597,0.5434346291682379,0.5301528550465575,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4146217825064894,21.74602785657124,17.478917566416122,0.6455929201321744,0.6358154177497298,0.0,0.2823935012069128,24.305992033604483,19.473677301715536,0.5373697608500259,0.5280637603969388,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4173843250564755,21.751430173882923,17.504142894205934,0.6479864364327808,0.6388890560659553,4.0,0.2779614470436271,24.127200465568308,19.51480230297273,0.5339465654544654,0.5206283538217694,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4919520597464532,20.27033612823164,15.86612130930184,0.7022369540146283,0.6933412844994866,0.0,0.2368070593113432,25.00883003022783,19.8588297530178,0.5152192846252208,0.5031028398625155,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4813837229947452,20.483776964558736,16.075908978571864,0.6947198944538143,0.6866559742407803,4.0,0.2620036912361129,24.575142150365007,19.34772331168212,0.534747634322567,0.5246635775120115,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4828639589308673,20.44358142154624,15.981209415939835,0.6961965155901583,0.6880904614437694,2.0,0.241405678526449,24.96895053736036,19.74125644136344,0.5217894875765039,0.5088558222847166,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4792528840297745,20.50082178537892,16.00146008629891,0.6935320417738643,0.6852399422388554,1.0,0.2626188498540212,24.68325488270005,19.497092332003405,0.5370163678171384,0.5307987185257842,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4808252429403175,20.485000478292605,16.145971934491413,0.6942292220368538,0.6846588765232985,3.0,0.2708648376394772,24.47406461608996,19.39585888955411,0.538425598708777,0.5296115999360469,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2787078315784407,24.17605272128172,19.751563530157988,0.5280645718623025,0.5191292330435493,4.0,0.1771523235781998,25.8691225540009,21.185825765243365,0.4290915584239745,0.410719203218863,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2709221201537307,24.26349526936146,19.85647373584933,0.5207475118152101,0.5101041913018173,3.0,0.1984422456455717,25.71059429137512,21.01281135153504,0.4492841148660201,0.4283691299000002,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2713886447693491,24.309367113497785,19.845006823371445,0.5211230613650164,0.5119376681964349,2.0,0.1726225450534689,25.89392864253902,21.27303445768185,0.4267521866032259,0.4094403843313803,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.278820172323774,24.21828761043124,19.81060442656736,0.5282725129319363,0.5184521711797445,1.0,0.1533569725942354,26.049052512697664,21.297191306831337,0.4048218526085884,0.3847943019724619,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2763940269124815,24.17597918779548,19.77077404527962,0.5260333635272845,0.5148567146287933,0.0,0.1651173665577231,26.222497568743343,21.544069529131505,0.4150398357465998,0.3965444305596914,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3197489845849602,23.534996442270337,19.023484126338,0.5655060410864039,0.5563832398157309,1.0,0.1682972564794036,25.75418102827924,20.796160889642657,0.4334376086703446,0.4165412527718113,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3144528476896983,23.57521110249325,19.076974810379348,0.5609553764483983,0.550881391712525,4.0,0.194526235970017,25.568370093878265,20.750325303508983,0.4557016643305785,0.4400687420335296,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3121649895342968,23.56453543116808,19.056847634000626,0.5592708264199272,0.5512025723538206,3.0,0.1843018780509165,25.94694653040399,21.051273927323177,0.4452422500968925,0.4287796079913425,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.319985699711637,23.497595046148646,19.0020333944268,0.5656970575617003,0.5560395391672536,2.0,0.1948723735215606,25.48703877410393,20.645450920503865,0.4534033117569037,0.4378417612823588,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3166959041967068,23.50418301657808,18.95634195965461,0.5628294798423449,0.5562606157019353,0.0,0.1769877363506913,25.987527302849664,20.962415643877527,0.4392183059350159,0.4237186327548176,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3673175853216333,22.65499922285631,17.804857986902316,0.60934020905243,0.6002249476197049,2.0,0.1666997474318592,25.97555659586408,20.661697240893314,0.4590180913944506,0.4451360899724255,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3798941322813901,22.450810339559872,17.702729545143047,0.6186703224761962,0.6100395013548453,3.0,0.1670924524905276,25.865114141791416,20.4431401863877,0.4596267093141314,0.443312317955722,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3862548664120868,22.307207600950377,17.61331186313015,0.6237386198506918,0.6185835046519111,4.0,0.1603131497201498,26.1018461597008,20.83390951068126,0.4513988768710388,0.4351793266375038,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3799332522464917,22.42649076808188,17.719137566028973,0.6181653686414854,0.6115850708766498,1.0,0.1712096697416639,25.910605015142664,20.66034294622889,0.4587963899110217,0.4414386774510487,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3839416253689182,22.35332890162969,17.591916187570575,0.621548563154863,0.6137303179667468,0.0,0.1567573188514093,26.138918909624493,20.75316748459745,0.4453383412166287,0.4301472988709337,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3765635676858332,18.271451545279,14.214558670820352,0.6241447809122164,0.6183798918552761,2.0,0.0965066880708329,25.685985610279555,20.56908176100629,0.3413089465513291,0.296049322977693,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3785586038253131,19.34267807452864,14.912293586269197,0.6268899744978629,0.6168794796454847,4.0,0.0518248994651864,23.45101134575489,16.824481262327414,0.4240878449003113,0.4744704499733193,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3585613966403342,20.842375299181143,15.98471618357488,0.6101862895422567,0.6228585378607738,0.0,0.206269669172211,19.477312195730526,14.511979342723006,0.4707673512292437,0.4113700024908085,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3303182068932992,21.9608256147932,16.96000715307582,0.5947887146199321,0.5999498806035267,1.0,0.2288585191712256,19.034682664787347,14.67185789871504,0.4925159570299231,0.4496810383948158,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3350091307323178,20.304353367084943,15.362034658511725,0.5899822562643671,0.5955223497274836,3.0,0.2449204618796188,20.241894358484,15.59193675889328,0.4993285090318641,0.4466286398787489,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3757703527139286,20.708871118520303,16.047592334494773,0.6221049347873232,0.6162486931158384,0.0,0.3416313493307311,17.049397213548207,13.374354354354354,0.5873088918780385,0.5288383600115277,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4063491363146047,18.447373077546995,14.030636926889716,0.6433111394076807,0.6443263335761916,1.0,0.0428389558799582,27.48090840983973,22.93985,0.2779401247991896,0.2895640399123382,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4412679526311009,18.377708914594592,13.957655596555966,0.6735269249909441,0.6745403940317395,2.0,-0.3094932038441533,26.965475266947184,22.567010638297862,0.1108635884152457,0.1828328356951977,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3879761545256568,18.857208336225376,14.238899563318776,0.6364642823974598,0.6364543475388065,3.0,0.2671974017091956,21.87610211249627,16.95645454545455,0.5196265374421518,0.488395265376466,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3633167214744702,21.376748290653403,16.299307855626328,0.620181833003337,0.6173953479922075,4.0,0.2564786886400855,18.58296907320485,14.59719036697248,0.5117838869486283,0.4676925968540593,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5803262619912433,15.912007249057083,11.8557659137577,0.7654206465353443,0.7437228071584536,0.0,0.1757892816399709,22.09752153954095,16.471104761904762,0.4964848084081098,0.5008972345294197,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4627709854424299,18.923788554314584,13.66076433121019,0.6855113378147675,0.6934331785718025,1.0,0.2608224927228201,18.12909283909316,13.512974910394265,0.5435975213215958,0.5259905156802217,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5318009035344182,16.956673736865756,12.560121396054626,0.7318882784856489,0.7344585603922801,2.0,0.1771095168992971,21.373513568387967,16.51435483870968,0.4626893160299225,0.4099161679307713,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5054913472810527,16.663116941403803,12.357465085638998,0.712540225307787,0.7119587538774821,3.0,0.0504402692883657,27.34497952834131,22.46418918918919,0.2893200075444285,0.2613236606623453,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5775111411635037,15.183020214480822,11.651200617283951,0.7674153681761258,0.7512825359547042,4.0,0.1353962332553496,24.818345811175423,19.550424710424707,0.3841941809428023,0.3208061857758295,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0611797916328457,23.90361838285252,18.25231959287532,0.3003727049615675,0.3520289272354008,3.0,-0.0106215334509203,23.827188037423195,19.408068783068785,0.1397491274104091,0.0658120815745858,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1024289521601466,23.98662710136129,18.40435274542429,0.3507826498842087,0.4029306953979522,0.0,-0.0418801361624421,23.075971198810617,19.42143790849673,0.021976510945426,0.001891605460584,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0658522143288332,23.42171304624884,17.890117767537124,0.3339525032891488,0.378361595260297,4.0,-0.1445062141186035,26.84560621896792,21.76395833333333,-0.0373448300760757,-0.0115973250583607,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0623404696821903,22.705001226876607,17.512335877862597,0.287037340699782,0.3455157611131599,1.0,-0.0316840525046213,27.14428678588993,22.69121693121693,0.0312467950965558,-0.0570799888120179,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1466997241786781,23.763561011937977,19.099058183795545,0.3873203630718169,0.3973540399980616,2.0,-0.1117476754856618,22.806253527767097,18.6462358276644,-0.0077953555576958,-0.0059650649663159,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1282825757099048,22.310578847784907,18.11693643031785,0.3608690742845721,0.3797709266799792,1.0,-0.0482616440253746,29.819635714698183,25.15842696629214,-0.0205245612636669,-0.0197874337757684,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1474308042212534,24.091128720125305,18.652816720257235,0.4013430499792743,0.3867509791832675,0.0,-0.1569265991036121,21.96267382181661,17.924280701754384,0.0102853829646245,0.0102035672052077,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1778346497877077,21.363779031843325,17.195775000000005,0.421709337426562,0.3559386798045692,4.0,-0.2369724366000549,28.516286362292224,24.732276657060524,-0.1242785465476096,-0.1937964547799271,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0611883951621996,24.14743279643504,18.352159126365056,0.3134741106806419,0.3754978813807321,3.0,-0.0575161869699158,23.73563356541973,18.960150375939847,0.1207381509804633,0.0901866692919372,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1692818315718158,22.863065952489297,18.26462889518413,0.4115242784577059,0.4228471367491684,2.0,-0.1344693000864538,23.703209472632235,19.73681592039801,-0.097691645575412,-0.1270228302034869,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2099664662870617,22.418018625012973,16.891690476190476,0.4803211371557345,0.4837251531225135,0.0,-0.2812014990887801,25.15914536991829,20.09063829787234,-0.1061881644488686,-0.1020745065592673,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1790478988680525,21.98820104663561,16.220243243243246,0.4779363227421335,0.4870789520387427,1.0,-0.3362869786232285,28.83572139232461,23.98921161825726,-0.0711407605214892,-0.1783371635746935,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2138977305872839,21.887876646909167,16.464342925659473,0.4786929748916268,0.481243945689433,2.0,-0.1333907301592471,23.48411004610424,18.234246575342468,-0.0460434730405569,-0.0345195174871919,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1799813847856453,22.07031464988171,17.059040128410917,0.4357128338908407,0.4317270875830762,3.0,-0.1595298012077564,26.14466003566085,21.51397887323944,0.0766524047288894,0.0262404871771425,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2472534941630259,20.341245378620865,15.79935051546392,0.5117232520001063,0.4580968819454915,4.0,-0.2546656193075469,29.139199608880027,23.91230769230769,-0.0328438361732027,-0.0262732810248712,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3498698233804858,18.88608809890357,14.560051804670913,0.597459641194041,0.5938081543414017,3.0,-0.0441013954809039,28.25808117244109,23.59371584699453,-0.0398688039632066,-0.122300221822758,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3856292019179613,19.67197350176077,15.117193967758707,0.6272687666762631,0.6244771952476605,4.0,0.0204877856242511,22.69353720590121,17.625696741854636,0.3096722505474936,0.2749158455584417,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3521326880750155,19.28849993381311,14.793876670978872,0.5968224101345879,0.5966048125465973,1.0,0.0346601157214072,25.890366944049145,21.19820895522388,0.3408779092394924,0.3902739458785156,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3847082564416444,18.98718733077772,14.54725947521866,0.627015040767126,0.6350215973479909,2.0,0.1153189586621565,23.755051961960323,17.34690799396682,0.3889718785313574,0.3633349789971589,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3860935701612256,19.152905909236708,14.664487084870853,0.6272761828847393,0.621470438776625,0.0,-0.2777327792472732,27.97394057545609,22.139872340425534,0.0253242536397883,-0.0633196032459722,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3933347651498936,19.78176693163188,15.175364885496183,0.6296480887483636,0.6308065824375687,2.0,0.1351734155528478,20.22360813102601,15.543853174603177,0.4202675531107713,0.3401149206603652,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4270644191405829,18.796503095970163,14.340099502487565,0.6596952869786885,0.659870884343877,1.0,-0.2860616659889035,24.39780471184409,19.255048543689323,0.1477401807944652,0.1042792635651435,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3848313848764952,18.82348670331569,14.465750809061486,0.6288288000860334,0.6023526660288202,0.0,0.1516321428270285,22.9061732435682,18.14889273356401,0.4008476696719388,0.3516186677996457,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3954216066479534,18.38090590868084,14.006161162483489,0.6289663692110783,0.6236344042667307,3.0,-0.0422629987169127,28.930930504450306,24.249693333333333,0.1892390445814248,0.1405599434866963,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4080746219443329,18.74787219840678,14.384853462157809,0.6452411978940291,0.6372142482831087,4.0,0.2651017873236286,21.16516280196225,16.821153846153848,0.5173751607474999,0.4939090686859529,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5221397246397403,16.07709263264963,12.308308270676692,0.7257152173932977,0.7035058334341182,3.0,0.1929826066350706,23.34605679766928,17.748266666666666,0.4562978316383673,0.416607502074481,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4896283021603886,17.482499211366406,13.254436268068332,0.7007731488579085,0.6869050154749221,2.0,0.1398634202995117,22.30619134458794,16.579,0.4481495796189105,0.4181042744880216,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4827109743638965,17.78285413272265,12.88280216802168,0.6970078381351437,0.6953462967446523,1.0,0.1511277540405413,21.42019668526652,16.158934911242604,0.4133743781994478,0.4198023890282112,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4838907476480258,17.909309381839247,13.4599173553719,0.6961769618804956,0.6798062793629539,0.0,0.3122418082511998,18.73018198328761,14.36497237569061,0.5750393020726535,0.535219983535687,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4818157487716261,18.316329920599102,13.520500000000002,0.6961699093430568,0.6892605350817689,4.0,0.1515501886580964,19.592718927641936,15.419103139013451,0.4503101482742202,0.3607870374978811,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0854375080776114,22.73809723793777,17.91537679376794,0.3024564368533159,0.3414024776005093,3.0,0.0228863117543868,29.170321003087498,24.849361702127663,0.1653131962207459,0.04339824474103,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0759322368736353,22.7190950843269,18.6098670411985,0.2786568459942095,0.2391256871475141,0.0,-0.0451331739557292,27.52535876733772,22.934017094017094,0.1287967813781234,0.1009697901710954,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0632472716679181,21.58344961192504,17.35172690763052,0.2538205925730805,0.2583598910259507,1.0,0.0526434746516943,27.185997626339407,23.114171779141103,0.2313576039785499,0.225332046795458,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0805837299606208,22.64315465965766,18.42813725490196,0.2846198564587724,0.2940438991574367,2.0,-0.041870531944224,31.00692565908201,27.48527472527473,-0.0063825029378517,-0.0273899295808135,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1323891759289193,22.637790686856075,18.448701222081755,0.3660498845015447,0.3664639227852235,4.0,-0.2226532016830942,28.16059065962308,24.208,-0.0085426882583495,0.0136286009500514,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1563817599432514,23.56027383679476,17.92169308600337,0.4166103305929542,0.4542782892554345,1.0,-0.1455581821115525,23.646563475764843,19.75134076433121,-0.0227419881718935,-0.0441356114545021,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.213217675694042,21.26361949849844,16.909484615384613,0.4629751866197477,0.419618141930942,0.0,-0.3823125588612559,30.252546498597525,24.529961089494165,0.0392324491646031,0.012934061585151,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1338310420068963,23.823099028151425,19.517340145985404,0.3755072812187511,0.2895248934826693,3.0,-0.2130436898700036,22.750961831761536,19.185504504504504,0.0101080284031922,0.0496539886074087,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0592875217134342,24.013111133254124,18.144135761589407,0.3046286858445932,0.3472940650089371,4.0,-0.0835811826024379,24.401436093849973,20.44250495049505,0.0584481028054966,0.0120764904708892,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.138190284785199,24.422400680347504,18.64982020547945,0.4000176546233026,0.3940150451203852,2.0,-0.1457986960762678,22.062019467784538,17.88669349845201,0.0067944690253526,-0.0075002156810591,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.165799931092185,21.856243012482487,16.458390804597702,0.4334826946564227,0.4602914725747214,1.0,-0.1234961275467418,27.25097259014813,22.518862559241704,0.0658306484406612,0.0116662914920742,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2689790524172568,20.19729380556943,16.271843835616437,0.5193914263206114,0.5010287663267015,0.0,-0.2517307661422834,30.285343549286427,25.44971751412429,0.0592188421031803,0.0561025990719168,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2001102370770501,23.318221692113223,17.356273015873015,0.4788791250582497,0.4767180185143288,4.0,-0.3508217784563534,23.72277468992971,18.40592057761733,-0.0042985160154255,0.0794218275982245,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1445452149801518,22.621003599327683,16.771875621890548,0.4379472515312054,0.4628702062263831,2.0,-0.0564821724643958,25.34261277631209,19.58184466019417,0.1426040661366787,0.0630131108770266,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1479858241777274,23.94702973580581,17.533708108108105,0.4487197886994262,0.4391326848384981,3.0,-0.1812357628847842,23.68754827675579,19.196136363636363,0.0725287873418233,0.0219368423716525,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3363934626442858,18.031417899727053,13.795947955390334,0.5802286211419987,0.5716202035526602,3.0,0.0982674123230948,26.072727109876723,20.920542005420057,0.3286587552503115,0.215435375883724,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3295169998520391,19.96503566324333,15.604048870447212,0.5749612956321002,0.5616936139702183,0.0,0.2980651270425546,20.697529952456893,15.92782971014493,0.5559291013103944,0.5492354591415531,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3675094172358836,19.92182540995564,15.426562336984873,0.6081375074194213,0.6014369176655734,4.0,0.195677418914659,20.517059701769405,16.269776119402987,0.4638405793019559,0.391853543656267,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3693528710078682,18.600535337034824,14.362502662406817,0.6121157052002983,0.5808078621627472,1.0,0.1353271627525141,24.432410266112207,19.14685646500593,0.3718671554677355,0.219693074355669,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3576568458565299,20.04350996076569,15.460358535425582,0.6017154061026708,0.5918039782636456,2.0,0.2805423687029447,19.1742927448543,15.390388349514565,0.5309406363990627,0.4021088933709186,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3967790103710776,19.05493505846641,14.936227347611204,0.6316857343381614,0.6072527683637574,2.0,0.2566816661510009,20.99151908906705,16.190299999999997,0.5092174074375351,0.3942977802449189,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3797481631333167,19.90254954996976,15.533217076700437,0.6170725017349162,0.5919018747376201,4.0,0.3055545252900737,18.07780150117101,13.812041666666666,0.5583601752558147,0.507159719743567,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3792865525961678,20.38945602745665,15.697150735294118,0.6201307722120759,0.6047874910600218,3.0,0.2510404060937653,19.06816747931704,14.445840220385676,0.5295252481679087,0.4532239328441672,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3530676511959292,18.55961012208208,14.496123893805311,0.5944212475353101,0.5467608449746079,1.0,0.1052908600495455,30.69697349972964,25.77049137931035,0.3433750533176771,0.1958224973633919,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3645810814962147,19.29626066411262,15.066815823605706,0.6038073527436743,0.5738584573706549,0.0,0.3177992333851808,21.3311935251144,16.723441176470587,0.5771701620183773,0.5554039749821486,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3550159085919309,20.13103284754093,15.05926315789474,0.60838832335585,0.5851843359038849,1.0,0.2307415703607508,20.433367369994382,15.778753709198812,0.5430442844108012,0.5183795079014144,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4139070092104399,19.1508676187638,14.820268256333827,0.6434119087207505,0.6057727059708418,4.0,0.3671698097510868,18.16202062603,14.194322033898304,0.6125464984098983,0.5082137367983092,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4840697736735034,17.61908158992089,13.568843373493976,0.6959364449316918,0.6384210430549544,3.0,-0.2676705329087625,26.915938674556944,20.9638683127572,0.2381784601551279,0.218386044049706,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4181324747763941,20.33066437805293,15.671079545454546,0.6472942259246375,0.6065026183308769,0.0,0.2879055973336617,17.739858405672187,13.867387862796834,0.5449715578966476,0.4899441565707138,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4389261018341517,18.75613295613315,14.532747922437672,0.6638420720546355,0.6020887795218048,2.0,-0.1045866263479364,23.3023964896781,18.705945945945945,0.3137697076490651,0.3233230978715648,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.073996405392771,25.443895687777594,21.40942057847321,0.2242297030584347,0.2112904351417611,3.0,-0.9141069275509152,33.154020808150506,28.11598039215686,-0.1226345648660447,-0.1679269870948275,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.1499711013626543,26.36997389913119,22.672498924731183,0.1273897043761614,0.076785776287393,4.0,-0.0842637338077745,24.81839439481733,20.396060606060608,-0.130455092796068,-0.1244475391591004,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.3318234942912403,27.342739258833173,23.132122673434857,0.0526642897471016,0.0268786985649101,2.0,-0.0450628980031673,29.699171918336724,24.30304201680672,0.0360171112131427,-0.007489026020754,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.1625999673179676,26.870751748382297,22.525557000433466,0.1553654167242281,0.127546785280251,1.0,-0.3722827665406356,25.642103152945165,21.79628019323671,-0.0128748670407124,-0.077747538529793,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.1195655866784863,27.415689194095208,23.065146871008945,0.1448090522897032,0.0835020711969809,0.0,-0.1609597414486951,24.01363585806634,20.463324675324674,0.0769217342424981,0.0826747858100716,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.2822791824032689,25.57345862482653,21.055964285714285,0.0896749071477348,0.1114463987042179,4.0,-0.4315724824049525,36.37368515928843,32.23966480446928,-0.1069045440649399,-0.2372081278331987,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.2783195264000708,26.97496017097809,22.527265973254085,0.1090687902240865,0.102090097902794,3.0,-0.2177292146260334,28.226094597717843,22.59957264957265,-0.0633926596120192,-0.028624305632465,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.2631521766302354,28.12434198706292,23.93941747572816,0.2048308128152777,0.1411062099261634,2.0,-0.2639271936599747,24.96186738043209,20.831989247311828,0.1102394526715478,0.0797597400255959,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0184708078218871,25.05476241510974,21.211663934426227,0.2470749015132842,0.1147827901899414,1.0,-0.1106891872348054,21.79985158822352,17.81328,0.1037012399161347,0.1261440662264563,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.3398017435711782,28.69453462629072,24.25224508519004,0.0857677404471634,0.0396920072596106,0.0,-0.5028520690997225,27.7092213254952,22.460687499999995,0.0842522968500571,0.0818290743954642,0.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.2124665189703012,25.762694475286533,21.103307210031343,0.2206938295723529,0.1669547981749987,3.0,-0.460419940657355,32.09864750651049,27.31412639405205,0.0111639464483443,-0.0635972495425395,3.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0090935254828619,25.42465131063007,20.28643493150685,0.2619408021967835,0.1977585313476919,2.0,-0.2776995844930408,25.913059032246053,21.5679133126935,0.0199490025894372,-0.0121945392593284,2.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.6023934634079202,31.090089400530875,25.39359553349876,0.1156793544189647,0.0778095599219739,4.0,-0.4420835536293968,28.60307918063825,23.933663366336635,-0.3740239041103321,-0.3080988431492321,4.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.6862220365758072,29.334355992659653,23.3718038147139,0.0896245393233747,0.1016966758329614,1.0,-0.6324882890359804,39.04203899962905,33.24508670520231,-0.0575655926285017,-0.0903035589361913,1.0
nucleobase,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.4055709871806345,30.20573039033808,24.56458770614693,0.1295741219089457,0.110488764162801,0.0,-0.7699700255340047,28.52703738765501,22.822991666666667,-0.0860305257797041,-0.1114241087449788,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3073681678959478,20.082579032872506,15.286943067033976,0.5601555740651656,0.5786365163966053,1.0,0.2666613925729562,21.98484075371566,15.73931123388582,0.5503571860980965,0.5769708675377438,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3355577366165286,19.939454419499324,15.280041322314048,0.5872371113438939,0.5856275124817814,0.0,0.2384882387515133,21.4249393219742,16.050456721915285,0.4885046755441846,0.4818092338830209,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.361821699778117,19.528134251916683,14.834953168044075,0.6108266981075743,0.611246867581612,4.0,0.1068620490592062,23.268295342374422,17.51441988950276,0.3691376069648099,0.3814518924598812,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3542502101239962,19.721846185553623,14.900803489439854,0.6031630530961922,0.5977955951636543,3.0,0.1710731388985853,22.092174682622108,16.31468876611418,0.4378061009902917,0.4771129354308194,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3572574146420109,19.720397224880404,15.070881542699723,0.6057028573356266,0.6101319519112037,2.0,0.2095012494048355,21.349822880675585,15.93176427255985,0.4760398901372785,0.4772740440504004,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4024175194690208,19.0162355116835,14.406314049586776,0.6408014193767065,0.6301126854654933,1.0,0.2931850419874851,20.17778391042761,16.36917127071823,0.545948863614306,0.5524368511129211,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3907233942181148,19.083733821798795,14.574575757575758,0.6336970505598113,0.6264177348088962,4.0,0.2914287948061953,20.73216030685057,16.080646408839776,0.5413738478570375,0.539385481897326,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3871339649513551,19.07151580207984,14.71502479338843,0.6309361073503439,0.6238075599666681,3.0,0.3233229881591464,20.553568986098213,15.648342541436469,0.5844617584271399,0.5937987293533808,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3844158308537663,19.38712113803029,14.924136363636364,0.6271752319302691,0.6279723069276708,2.0,0.2514736274218347,20.107522509214395,15.232276243093922,0.5063497562749537,0.4785854733346392,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3748656283277978,19.01219401298356,14.779349862258954,0.6232119680148925,0.6160205064608054,0.0,0.3309142769984815,21.402317160397708,15.779613259668508,0.5980367504013041,0.6049575847587211,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4943319810785119,17.50071669559576,13.094446280991738,0.7067661415899762,0.6938336204833334,1.0,0.3031491516661962,19.948586336321668,15.35260773480663,0.5637540119803501,0.5096347805277162,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5167177805959051,16.968319069978797,12.454674931129478,0.721862460190335,0.7198714417275635,0.0,0.194437601997838,22.247765219944405,17.148928176795582,0.4750332746222737,0.4396627543396252,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5137877227159636,16.780570998831713,12.510564738292013,0.722913591931642,0.7080183908606068,4.0,0.3312983387717381,21.348800687781733,15.899679558011048,0.5860905019794356,0.5765450614184208,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5175112179702002,17.079435322857087,12.692013774104684,0.7219004101042384,0.7068059797255233,3.0,0.2150044228395569,21.33179878240037,16.13714917127072,0.4913801527281232,0.4930745244087055,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5248786811621495,16.729072328425655,12.420407713498625,0.7268101576551238,0.7328487197142425,2.0,0.1596723368223248,23.190373104572547,16.828486187845304,0.4495772879835128,0.4653154233827863,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1079098318445859,22.86100297331292,18.609661157024792,0.3307307713375575,0.3179408206394395,4.0,0.0237346608004798,25.28365387036096,20.40773480662984,0.1791318924220236,0.1741589607391524,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1261581781077525,22.900164923919213,18.47008448117539,0.3577864091242044,0.3547831153192833,2.0,-0.0678315580067108,25.24540270282874,20.782821362799265,0.0354579929432619,0.0271284402536311,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1383649509044353,22.428477935691145,18.14909917355372,0.3743290276607149,0.3622280043280226,3.0,-0.0721253958905154,26.56768686973611,21.890744014732967,0.0251779547216534,-0.0032686736420955,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1028739908697485,23.3461578090498,18.89126997245179,0.3214457807240748,0.3174575432147696,1.0,0.0064551925688937,23.748453196426,19.277174953959484,0.1870784736807963,0.0973672438315868,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1385052679987033,22.90808549773894,18.56083562901745,0.3753971459831845,0.3436586110416045,0.0,-0.0696049825152516,24.48579526808093,19.49412891344383,0.066203705787336,0.1189172732262012,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.117722621914049,22.51553785777265,17.528234159779615,0.3586342407820489,0.3588367503263854,4.0,0.1103990064397653,24.95226837505507,19.919690607734807,0.3462491411652549,0.3823488617456417,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1507741024875609,22.833867921764703,18.565163911845733,0.389834488836126,0.3187018146746241,3.0,-0.1067281951666592,24.48850931091393,19.10208287292817,0.0290462862825171,0.0453852270248173,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.132120638694998,22.76241891494628,18.44194214876033,0.3645759174366215,0.3199037609099893,2.0,0.0134520200030048,24.51976374477225,20.374850828729283,0.1920493884203238,0.1454998998218859,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1663046863433513,22.37318742332748,17.685363636363636,0.4099161793163544,0.4015917260236499,1.0,-0.0024848597239925,24.4072312224216,19.526828729281767,0.1762020796181124,0.227191933619539,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1678799187649434,21.87805080950176,16.93426721763085,0.4146744211009623,0.4368159399881569,0.0,-0.0564209779462334,26.89905264983441,20.86908287292818,0.1755950599863306,0.1582677736242804,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2411164367505481,21.513751505367694,16.926837465564738,0.4916090135639454,0.4839214091857006,1.0,0.0416804003618345,23.07310748265342,18.007193370165744,0.3308886425266322,0.2880751913262604,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2519088162425691,20.825964198276125,16.37376033057851,0.5035176056835984,0.5032408132738472,2.0,0.0894411591551275,24.87015200899014,19.06939226519337,0.3613737847841293,0.4051068015887951,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1838806926517374,22.45984636289011,17.153625344352616,0.4326350160765602,0.4297367572711753,3.0,0.0207780218325386,22.59360064534972,18.149226519337017,0.3139864135406122,0.1984014657998954,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2311383166112876,21.36668351112224,16.767289256198346,0.4853422260254106,0.4696676658015971,4.0,-0.0494740885227571,25.556555908426947,19.739348066298344,0.1960755093224485,0.1536089839444985,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2384205685945162,21.290557684520767,16.58153443526171,0.4889802971501963,0.4792874881539888,0.0,0.0113344972509453,24.606811554832284,19.175337016574584,0.2975544741779806,0.2837247429141083,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3591688906269575,19.58616485244574,14.910815426997246,0.6051841715648217,0.6208363640227176,4.0,0.2123516710601651,21.80389222202004,16.986390423572747,0.4660278479286858,0.4148419322914648,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3553559381607289,19.420945648102315,14.82158769513315,0.6011060027762678,0.6121237978294402,3.0,0.2006838046618086,22.871429860579404,17.728618784530386,0.4703623324619704,0.4663505763344933,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3524707143547012,19.55771025239147,14.912587695133151,0.5987498507666782,0.6087178650003505,2.0,0.2593348183552161,21.69110515795826,16.691163904235726,0.5285262001089011,0.5171213772893111,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3553355721500052,19.851482688513567,15.23973645546373,0.6016174204047192,0.6043961847957552,1.0,0.2513697567820222,20.17951559661269,15.77526335174954,0.5029514862391695,0.476189976647198,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3556315951287814,19.66242653938191,15.1355463728191,0.6000885289218327,0.5918583738273165,0.0,0.2049052383156524,21.623776772693653,16.270460405156534,0.4763872179345549,0.5016809463464147,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3690530004582123,19.488317472786363,15.016680440771353,0.6106206709785877,0.5986182469780866,2.0,0.3559305042525701,19.44297508283707,14.89149723756906,0.597107492801776,0.5691782180155129,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3993991935881688,19.261011634935013,14.691482093663913,0.6372237249615021,0.6265070645426466,0.0,0.2786341004541723,19.37161713115978,14.35546961325967,0.5633514640992032,0.5724106987057659,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4033288867253054,18.825346068619982,14.214289256198343,0.6409104933454828,0.6449015613458462,1.0,0.2129746499383793,22.13246910328205,17.561900552486186,0.4777031991457993,0.4590544047545478,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3993906631200117,18.885108038888628,14.524698347107435,0.6360038918013008,0.6324124467396368,4.0,0.3403544133891705,20.27157274818812,16.13081215469613,0.5869166836692392,0.5415735546330718,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4104611013906356,19.145803960846425,14.661026170798896,0.646598151252928,0.6407240967665364,3.0,0.2580418801904121,19.372290364223872,14.91521546961326,0.5186199050424211,0.4977822001570692,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4758055872771569,17.946439371521652,13.253504132231402,0.6914410817478291,0.6918273653697744,0.0,0.1765610831424036,21.077010943690333,16.04245303867403,0.4718522448877983,0.4628714708735728,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5070578023822654,17.428118256626046,13.250333333333336,0.7147047582114668,0.6959938483356816,4.0,0.0394777893403985,22.496298234468345,17.63337016574586,0.34708021514546,0.3625278628581855,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4724977782183855,17.7494539548959,13.399264462809915,0.6905900235409215,0.6865498075908644,3.0,0.3146429844811659,20.377438070582915,15.279116022099448,0.5665136349786171,0.5087308510657169,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4809427676137905,17.993629119567903,13.762848484848485,0.6947107308732232,0.6874936741765063,2.0,0.2787935607014365,18.783923217675103,14.742983425414362,0.5473393212018702,0.4577736136014093,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4661472396128484,17.831518799269602,13.529002754820937,0.6848753778360794,0.6770538906211147,1.0,0.1859615182508434,22.309505468119283,16.206154696132593,0.45556045849146,0.4822763237861056,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1358026423266594,23.07859721329122,18.720341597796143,0.3732099500009825,0.3506141927066551,3.0,-0.0417648481947345,23.393542155753195,18.9495211786372,0.1283914637910282,0.1390605753973452,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0902847418667122,23.66275178370743,18.57981634527089,0.3220926455110809,0.3524701121261754,2.0,-0.0302814782753904,23.453475265422448,19.09948434622468,0.1735923660746243,0.1497886595775261,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1305057555211541,22.88507413717182,18.195808999081727,0.3684235632923606,0.340789079895745,4.0,0.0134403631265711,24.09877685073783,19.1046335174954,0.1996283296562799,0.2506850672651007,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1014989698741838,22.843308059180565,18.782817263544533,0.3248416747950305,0.2476760973716436,0.0,-0.0237474815674645,26.264412177088225,21.820887661141803,0.0761931848100581,0.0246838277927506,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1044068991143315,22.7167956663388,18.591967860422407,0.3238860029821377,0.3186243402603879,1.0,-0.0030556950967588,26.17518214528522,20.70975322283609,0.1762150741635225,0.1494227280072328,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1187685325600054,23.06640400971495,17.856363636363636,0.3613113413812612,0.3807038478786263,4.0,0.0985435966401667,22.786161606849905,18.02403314917127,0.3421021245542774,0.3556568258661501,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1529796909309932,22.222827399967816,17.902998622589532,0.3914588275334338,0.3599927230238837,3.0,-0.0474407225852737,26.27980990348933,20.931878453038674,0.1408173386208484,0.1330075649166441,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1685998789591709,22.783351653751744,18.29058126721763,0.4110459273987447,0.3519607693177072,2.0,-0.063881287574645,23.0687450055827,19.31773480662984,0.1024170218411403,0.1305991724814736,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1305513698634596,22.806978209521464,18.620776859504133,0.3634695602644978,0.3353221706751819,0.0,-0.0241760966469184,24.44881069247016,20.64102762430939,0.2140210198059997,0.1268644246857773,0.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.174187345779181,22.113786618288003,17.785681818181818,0.4182581601893648,0.4040387111210349,1.0,-0.0480357236100139,25.676877967330284,20.63090055248619,0.1210175992934545,0.1402322509176662,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1754528415303903,22.004090301452827,16.781509641873278,0.4539844516617853,0.4607199352223336,4.0,-0.1261920212551031,26.83474646199509,20.91767955801105,0.1752761197032641,0.1378581134837128,4.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1902914728210152,21.73859248689516,17.405242424242424,0.452155894850705,0.461014014060567,3.0,0.0001675278680478,25.691104283249828,20.76585635359116,0.2603307152672079,0.1790608324065013,3.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2616849755500359,20.83426855866689,15.568575757575758,0.5201785858342469,0.5111235540589252,2.0,-0.2069421974655685,27.74876936557489,22.3290276243094,0.0969284212739546,0.0885695120581035,2.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2144741526004611,22.251333302299606,16.857157024793388,0.4835130726374084,0.5016181259235798,1.0,-0.0106436404891896,21.8493373569824,16.460640883977902,0.3090706385156377,0.3336679241570695,1.0
random,siRNAmod,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2587046443452274,20.7585767620175,16.326570247933883,0.5087772288636678,0.5056934032367773,0.0,-0.0952094162184207,27.06105929006757,21.295955801104974,0.1674640379371079,0.0980682759820281,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3733988815143324,19.41999596473384,14.929783287419651,0.6126709003792499,0.5951039009736194,1.0,0.1759210038565343,22.05157873107597,17.109576427255988,0.4452059654415847,0.3998890448640719,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3548796193318078,19.91806239007604,15.441144168962351,0.5978035457785937,0.5699930933122992,3.0,0.2244990034874864,20.427558589622844,16.155963167587476,0.4833088022819677,0.4393916080147235,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.328360187077365,19.828133570019222,15.42448301193756,0.5746646477719823,0.548343732214845,4.0,0.2853416548822218,21.46955290412467,16.56836832412523,0.5534341008201503,0.5002204301160265,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3581053151645444,19.996263041726444,15.685489439853075,0.6001163740870092,0.5785710215742019,0.0,0.22152798552678,19.709015070326505,15.208600368324126,0.4800582656166762,0.3711741165167334,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3531586056802808,19.92455448301922,15.552535353535353,0.5946173274552071,0.557856697734839,2.0,0.1601476431091667,21.2259250400835,16.515804788213632,0.4405734157202375,0.446979658326335,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3975396886306922,18.71078905341454,14.58391597796143,0.632887044679547,0.5950188247687305,4.0,0.2604749492529661,22.306900754367323,17.499629834254144,0.5136190260640046,0.4561426162740498,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3937792950700813,19.17023365772404,14.819095041322315,0.6283551639294426,0.5953113296262799,0.0,0.1739020347149618,21.760961340784974,17.222607734806626,0.4349355969740699,0.3520520734524069,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3708569114567632,19.73396558358887,15.374869146005508,0.609774257203069,0.5946753955709082,1.0,0.3336028332747713,18.308193201511376,14.499895027624309,0.5844080762453568,0.4498800363565639,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3808039264793312,19.24059306210551,14.924849862258954,0.6179383522449863,0.5929251101779728,2.0,0.2907352481945529,20.70045402042993,15.437082872928178,0.5493192933923169,0.5022682389819845,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3772327608122354,18.94747101374757,14.81634573002755,0.6158933055180958,0.5975944373146842,3.0,0.2677756979662719,22.29661600875768,17.365309392265193,0.5344328739152364,0.4390273536375232,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4295825848672587,18.13925944831633,13.77268870523416,0.6562274242948569,0.6143836769244595,0.0,0.2404187066397272,22.624518666837474,17.168486187845303,0.5131939664723718,0.4910307503347915,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4063085318209676,18.69569060508603,14.020415977961433,0.6395960773337952,0.6071789284908237,4.0,0.2669765273133589,21.71512983462928,15.650475138121546,0.538882088771913,0.5096822595474749,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4347496003376357,18.45749527148713,13.825611570247936,0.6595075826322851,0.6249206947218335,3.0,0.2234897688578908,21.12657588695296,16.5247955801105,0.5077527065264571,0.4911004380466686,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4008606275233308,18.87926409083708,14.470939393939394,0.635034170809949,0.607982657887845,2.0,0.3683201373066121,19.67203546782879,15.550232044198893,0.6182627604325318,0.5696759090996627,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4037284427492089,18.8176634819552,14.454005509641874,0.6362270506017536,0.5894714775570774,1.0,0.284770630167562,21.103710075226736,16.989558011049724,0.54073301141184,0.4879204752051908,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0398262360083747,23.959485886234283,20.29660606060606,0.2539696920223933,0.1991989739597996,4.0,-0.070928524762406,25.48133055456848,21.736464088397792,0.0582641545867412,0.0108332677812128,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0301328446846815,23.723199726799603,19.748322314049584,0.2063379994448717,0.1460634771861712,1.0,0.0013177929739277,25.906672326355785,21.5287255985267,0.1444853974202014,0.0803826722327908,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0650019468822257,23.496970513309503,19.65026629935721,0.2551755702308514,0.1128103467359389,0.0,0.0241146735584149,24.834172351233686,20.32020626151013,0.1685951799927882,0.1493174994374649,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0646509216262802,23.17269762087415,18.977056932966025,0.2652180294733392,0.1458552185552881,3.0,0.0729775397911338,25.51106512974362,21.448791896869245,0.297000026988832,0.1963656303439893,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0413853134228409,23.89625092747261,20.116895316804406,0.2170310384219793,0.1255842648638102,2.0,0.0167711568762064,24.5276129564855,21.031057090239408,0.2083661654406584,0.0874081604715312,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0702439925653798,23.56200351136756,19.476880165289256,0.2717690550299789,0.1843483949114472,0.0,0.0341823313456892,24.26468968702742,20.14400552486188,0.2083953598895936,0.1313038921150162,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0079988359208933,24.625716699810766,19.64318044077135,0.2185157761138985,0.151152774336804,1.0,-0.1242307857409841,25.63288689699296,20.472209944751384,0.1100492392416753,0.0676524020227369,1.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0328635394632015,24.155562918574745,19.224265840220387,0.2677044820451167,0.1504924439615877,2.0,-0.0183704884122433,24.29314042837872,19.25687845303868,0.1491855775570488,0.0364766653536256,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0575079439301953,23.638040359700547,18.88999173553719,0.2771782025969451,0.1469664725426941,3.0,0.0535391386705338,24.321631724575067,18.848740331491708,0.3117252218979606,0.2604242181127142,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0081696813532963,24.745733497776445,21.063822314049585,0.2009815303091545,0.1070394401104352,4.0,0.0082214360716383,23.72405465634019,19.936629834254145,0.2787083913855344,0.2173523989604203,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0737283781663993,23.72823893551134,19.605600550964187,0.291771366470429,0.1702997934385084,0.0,-0.0284563868308675,24.09153904892455,19.46453038674033,0.177365136789064,-0.0087813460947162,0.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1561778618303633,25.88133506930616,21.42968595041322,0.1964397910725628,0.1448033855470805,2.0,-0.1518783675237212,28.00339125911449,23.75247513812155,0.1687175388076602,0.0839917008635661,2.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0423349049844403,24.043131411176383,19.882121212121213,0.266902398095791,0.1805035374210255,3.0,-0.1047994044518827,25.326999793965644,20.732651933701657,0.0796411105407553,0.0395241448121119,3.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1217932251813309,25.89840968633,20.712685950413224,0.1632185495703071,0.1026607958160857,4.0,-0.1659688676811248,26.571844488364224,21.100044198895027,0.1888108175288975,0.0668595206193127,4.0
random,siRNAmod,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0401066141127069,23.927280429675463,18.86131680440771,0.2518712213891271,0.0946843789644227,1.0,0.0686848383343775,23.87316776134508,18.830762430939227,0.3117841153888784,0.0885840886570155,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2613840896315302,20.955273782824488,15.3561568627451,0.530709174255675,0.5528139218281642,3.0,0.1945432819157853,21.81138021839679,17.11899036608863,0.4602793445286628,0.4279171563739385,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3211180269267872,20.88037193591237,15.662551262235962,0.5861602968345596,0.6014701367647823,0.0,0.2448530939394338,19.15614340564869,15.068533333333331,0.5137924700207517,0.4623237899033957,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3315396142583398,18.103719103601087,13.927206751054854,0.6022272163452609,0.5957212705174777,1.0,0.0692573939490702,29.929602361302248,23.38496598639456,0.3005728594972642,0.332642909984314,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3161807208879927,19.76451439524425,14.561767988252573,0.5763869433624522,0.5906521074525781,2.0,0.1263305976416551,23.94451857588444,18.687625368731563,0.3796368758324123,0.3811921020736142,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3115518892440846,21.32402355627697,16.203125,0.5831514487933737,0.5912140792144698,4.0,0.2924139387616944,18.23051288362453,13.733021181716833,0.549215851289205,0.5153413068875052,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4036625248241957,19.11975010579039,14.607346938775509,0.6706216067265572,0.6691339263459402,4.0,0.1857951013517174,21.032677277656862,16.171067873303166,0.446357280404966,0.4822592821971619,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4175681470556659,17.77017750387516,13.88918131868132,0.6907363088809805,0.6660251331948362,0.0,-0.0170300468874395,26.96686876841997,18.960335195530725,0.171551033758978,0.2239860060994659,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4081865064423503,18.2446699359527,13.9697125748503,0.6786088353661077,0.6597388800757703,1.0,0.1315777262393925,24.287084132281823,17.878368200836814,0.4283555248756623,0.4155466501986213,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3805315079791178,18.962370971808163,14.01483203732504,0.6500829255939222,0.6790070057228115,2.0,0.152550176405358,23.069690317896256,17.398181818181822,0.4299127785126373,0.3890010672763733,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4238551137214441,17.536801964382736,13.603468579234972,0.6941188142873942,0.6731441293838426,3.0,0.0021416035146842,28.47932052088723,20.85663428571428,0.2479952329582506,0.2276948894325736,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5103460311803969,18.02777613142836,13.296972789115644,0.7220745215796133,0.7155485464628466,2.0,-0.0193852524506172,21.795984905338194,16.32808777429467,0.4074910834563692,0.3514927678471201,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4898780768526161,18.81165629993664,13.648579406631764,0.7077634911311617,0.7163413520050445,1.0,0.2503941443056078,18.075671305313243,14.087011976047904,0.5243638201006668,0.4758931491915615,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4969894764016419,16.61144917018542,12.14811298076923,0.7216860865926507,0.7317450914214114,0.0,-0.0247864348207178,33.8354941838695,27.78,0.2356686307782903,0.3341882706912874,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4617904217897978,17.40700700076492,12.667332382310985,0.6887225199318046,0.7029491483075863,4.0,0.0190540731246579,25.93708657876159,20.50961165048544,0.3362620736792308,0.2754475087394634,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4847998855123838,17.19995444198768,12.54912365591398,0.7118339510315279,0.7182497107746245,3.0,0.0622058191287631,25.271654190445712,20.613006134969325,0.3265467664618704,0.3128281675819767,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},-0.0134010528970633,24.691384054392053,20.26460092449923,0.1734838450246372,0.1635838281560788,2.0,-0.0028099784414989,24.078107190545825,19.97357364341085,0.1779647133615891,0.0989526610465052,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1387968477352261,21.592833875461,17.93765988372093,0.3784622170694104,0.3278461911911993,0.0,0.0433243168346783,26.762260515974937,22.110136986301367,0.2081808774623736,0.3527257350888736,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1452368187291125,23.023667553431668,17.988780141843975,0.3879984241697766,0.4152062063340666,4.0,-0.1407965217843951,24.849322103205235,20.417504685408304,-0.0512549098460601,-0.0265739300627661,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.167409661061692,23.128218851244046,18.82543915343915,0.4212646948475124,0.4173937036451515,1.0,-0.1198575410178282,23.48349081705429,19.08878459687124,0.0670953483707664,0.0667846755635556,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.159171712489939,21.54204296570057,17.95923126614987,0.4048437196238651,0.3215199905046469,3.0,0.0347527317173701,25.13548212857173,20.78098891730605,0.2100062103730668,0.2863666650017802,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1936977039930706,22.18298771103385,17.68310606060606,0.4428950176848159,0.468421098960904,1.0,-0.142948865049779,25.4888257409364,20.422955465587048,-0.0339519401815948,-0.0242136622824948,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1686131899998495,23.05055296614933,18.818401459854016,0.4118951051681524,0.3702424067222631,4.0,-0.1033618685132946,22.849117799911536,18.51815315315316,0.0040631082520064,-0.0249567324790312,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1165502947304238,25.43348411114068,19.11126793248945,0.4093608745514087,0.4020381549424648,2.0,-0.183279437261425,23.09236234773472,19.45554734411085,-0.0054480497364391,0.0187475679134284,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2167637560260276,21.63047837967145,17.29306051437216,0.4674353395522123,0.4334214476422188,3.0,-0.1173720461016478,25.922317502789888,21.15650406504065,0.1031179525555353,0.1854514019249106,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2057696926287178,20.818847751103853,17.10949537037037,0.4582743625137803,0.4169758098815512,0.0,-0.0388189288328888,27.24109893944389,23.148223938223936,0.0634880464668931,0.0819560410582937,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.1960937893652805,22.2571941351819,16.686093552465234,0.4709928951876036,0.4868984604512165,3.0,-0.2508952361073966,24.608854588093514,21.237241379310348,0.182865271644174,0.2455366943396331,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2496038870429566,22.330080908749625,17.192626086956526,0.5075634808691916,0.5180262679786012,2.0,-0.2415286553374005,24.48209461272679,19.4571686746988,-0.0137753256505767,-0.0104263386582235,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2642898794708982,20.24321626777948,16.078998569384837,0.5182910989985338,0.467903686354261,0.0,-0.1565682765883917,28.017985157889072,24.042788461538464,-0.0485257469919447,-0.1541954378143225,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.1923667101773684,22.718279443935742,16.675466666666665,0.4800431651089851,0.487297245612948,4.0,-0.3616188918170453,25.341454353603314,20.459907834101383,0.0129146636839829,-0.016962171125389,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.1491157729914063,21.805991447457853,17.240470277410832,0.3932161744542425,0.4035619886841431,1.0,-0.160354015109942,30.525936513070324,26.04133333333333,-0.1799028122124958,-0.2066871744411168,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3442090417522064,20.16823673002392,15.063272727272729,0.6065889538143792,0.6205836031460348,3.0,0.1696304456343068,20.678256756789075,15.712246777163903,0.4299512599832299,0.4439743631466568,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3059663374108827,20.74081174620809,15.632737373737374,0.5756251102576637,0.6024515995513001,4.0,0.3383957063818131,18.40286384330871,14.302515653775323,0.5861570699190153,0.5515821042266081,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3179882773652698,20.30043223275932,15.271082644628097,0.5813101696403227,0.5868399558195747,0.0,0.2424743405942591,20.98045787608063,15.93269981583794,0.5125475436921572,0.5079824117098934,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3443147558021248,19.231994109971406,14.430624426078971,0.6028879080926302,0.6143476792774379,1.0,0.1114693354481697,25.142290849170056,18.757683241252305,0.4550213150626855,0.5003221327858937,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3049756072377636,20.396379670562823,15.491057851239669,0.5706115171690783,0.5790341077709495,2.0,0.2668215998561075,21.02426778410086,15.620246777163906,0.5343089720767961,0.5275335604146191,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3786357474033421,19.58543573985105,14.730351239669425,0.639768126135732,0.6573290744157134,4.0,0.1588322013454063,21.074555381558746,16.118972375690607,0.4106590879278571,0.4230219090495317,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3994561524625172,19.03720654174932,14.428555096418732,0.6543688956005607,0.6632767544618171,0.0,0.2068507251320981,21.50033036017552,15.613419889502763,0.5063631029168363,0.5051281338538289,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.40467767457126,18.57387955001775,13.855494490358126,0.6605302444478931,0.6703409300941351,2.0,0.1562442054965677,23.82341350865614,18.14310497237569,0.4582897902295496,0.4864625565262007,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4204582828523672,18.66326590578328,14.007749311294766,0.6777114616750197,0.6842327347019502,3.0,0.2331308179042277,21.33872654943076,16.300342541436464,0.4944362929650217,0.5000999455799862,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3773950876218808,18.97902636056553,14.20729476584022,0.6357451786619035,0.6589296930055265,1.0,0.256321555632597,22.55711932820192,17.492994475138122,0.5276990633418885,0.5032543824864089,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5226330656561944,16.68877145699472,12.516289256198348,0.7327117160779748,0.7260116872931845,2.0,0.1548357217828118,23.60536488183184,17.2925635359116,0.4209593815357252,0.4558419414796676,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4886055472738426,17.28159761930251,12.933382920110194,0.7102345674392034,0.7100999853745777,4.0,0.2595775072679341,21.885006924568195,16.88654143646409,0.5554334221739534,0.5613338991542938,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4940908140335031,17.222462443799934,12.784347107438016,0.7172509157222107,0.7151946457620375,3.0,0.2172707013258631,22.567227259631284,16.42314917127072,0.5065984701953795,0.5411835845123638,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5046211746042277,17.397016179676413,12.867482093663911,0.7207480867155174,0.7132652403750701,0.0,0.1753287807391758,21.37547712963004,16.191944751381218,0.4606679786536944,0.4771431560441225,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5219586357839245,16.82051242492079,12.543465564738293,0.7367723879533328,0.7332242304647795,1.0,0.1911949050614707,22.586568958207604,17.25282872928177,0.4538066932498225,0.4748384944081985,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1408283264285517,22.654332549126305,18.614070707070702,0.378393871611857,0.3840009799737855,1.0,0.0778934825165644,23.675365920241568,19.0418453038674,0.2818532262142781,0.317383402771261,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1216167328679243,22.70856451023936,18.096736455463727,0.3510564698565424,0.3806679997099046,2.0,0.0453476713981872,24.904399394104903,20.44137753222836,0.2509061410580827,0.2076508791064877,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1403795981028105,22.83039403400171,18.902393021120293,0.3795932741342356,0.3671377756325329,0.0,-0.0007766166665714,23.92093345662882,19.982508287292816,0.1458617385572592,0.1500472526400694,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.129822487371279,23.24500225286152,19.156070707070707,0.3668112830058012,0.3361988137329059,3.0,0.0143192840644709,22.455237441627126,18.932390423572745,0.1835154601482446,0.1692480993442985,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1380671554829846,22.553626625015728,18.31697337006428,0.3751622090472254,0.3823385585193034,4.0,0.0909660429938143,24.072126982385832,19.96524861878453,0.3049257500067119,0.3424425813478741,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1873855507711114,21.834999460989977,17.268962809917355,0.4335384206557234,0.4302078109675308,0.0,0.0574405885840936,24.7683870744689,20.14316574585635,0.2738612429437491,0.3224125358985385,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1833694978388761,22.1549493864956,17.926177685950414,0.4297723527389956,0.4096648454622406,1.0,-0.0045706105387404,24.331766400670453,20.27459668508287,0.1981729351843648,0.1928323006069413,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1276468946286135,22.63909522477475,18.148601928374653,0.3609677045737183,0.3763327528585734,2.0,-0.0119446380454157,25.61099667539673,20.73865193370166,0.1948362865003375,0.2452694688677814,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1592842468773672,22.59681375687311,17.940577134986228,0.4042226916393868,0.4109215740919282,4.0,0.0211658144392237,23.582678127568723,19.4852817679558,0.239778769892078,0.2234260539598398,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1043202837857566,22.919111675900457,17.87461570247934,0.3502455865238281,0.3981382659059656,3.0,-0.0268493824681368,25.79954633868138,20.57608839779005,0.2399134162658348,0.2424036398668521,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.190765649295965,22.029784426891627,17.98725068870523,0.4475673806532355,0.4065765577866841,0.0,0.0405403384925134,23.96055428988347,19.217845303867406,0.3031157945943555,0.2609959765542216,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2194721558827104,21.951290371529566,17.50513774104683,0.4816701833947139,0.4466502527530043,1.0,-0.1080123387428595,24.19219496892261,19.09756906077348,0.1968502204590211,0.1667649194760215,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2441190261744347,21.42546827593216,16.525735537190084,0.4991507862760646,0.4977206698866043,2.0,0.1013970596999415,22.564906280494803,17.641193370165745,0.3836794338139695,0.3841930370756776,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.1826756366649725,21.92340228529973,16.485716253443528,0.4635368986395802,0.472409314070085,4.0,-0.0165371845939725,25.61798690794165,20.04895027624309,0.2790222276050045,0.2914482436173389,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2598464052605507,20.8759100533719,16.238553719008266,0.5154781955313393,0.503797473950979,3.0,-0.1148881354379736,26.77436117380195,20.85971270718232,0.19397808296598,0.1588539634705764,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5144513364372525,0.1039347503530514,0.0798964052054575,0.7174555189826604,0.6297593208553494,3.0,0.1444696382088811,0.1498337958756502,0.1197646865526203,0.3915553943800651,0.3863118053357609,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5569953352534616,0.1040731452062379,0.0796668021945667,0.7466043106436613,0.6488347302790787,4.0,0.0251069258050241,0.1365151049010603,0.1096305612990515,0.2164042168841567,0.2330965047192553,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5143271605114572,0.1052375849207706,0.0810651340121402,0.7175196369630766,0.6148358444144153,1.0,0.1463987687377055,0.1424068418532773,0.1137492381506149,0.3854886556940592,0.4037745777669422,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5040012761753192,0.1056996770157806,0.0814197329147167,0.7103952062387034,0.6190310798818955,2.0,0.0860095346138225,0.1511044133298908,0.1176124919493171,0.2998777836840334,0.3169405420418869,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5053773265753245,0.1064473654700646,0.0821867539942974,0.7112598522343202,0.6035290614461744,0.0,-0.0018071854779568,0.1469704659262077,0.1186333668315793,0.2452495115390616,0.2465433486229761,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5273600613786552,0.1018215876383445,0.077280172370353,0.7264285806618106,0.6461034641943213,3.0,0.0489434586031033,0.1596137012221823,0.1223580507101435,0.2623935467277406,0.2523758619575385,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5342308977735031,0.1020247188311666,0.0774212174174752,0.7312165084402847,0.6505751565762563,4.0,0.0984245177081433,0.1519165053869862,0.1199970410457946,0.3428992218552784,0.3346938075291455,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.538851925144476,0.1038242758964253,0.0793469891208478,0.7348120945140424,0.6393296776659712,0.0,0.0452176480191649,0.1453361157728835,0.1166781619579604,0.2743536391525186,0.2731798394246326,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.57489163406161,0.1027868919411241,0.0780806128727429,0.7583656459257964,0.6567541599892237,1.0,-0.1106642592204056,0.1408483844617985,0.1150520371315227,0.0976491201915464,0.0841385176883556,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5203349889365063,0.1033718520926272,0.0785655950676875,0.7216764502915776,0.6358585599026599,2.0,-0.0120018857947929,0.1546766093454303,0.1196849148002001,0.2185546344666349,0.2490929685743516,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6283129052257942,0.0954702384301822,0.0715244847210249,0.7928115743811736,0.7102565329485745,4.0,-0.0304795571201619,0.1368599065907798,0.1132641568596082,0.2283379471736658,0.2052812507405569,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6125687130524609,0.0935579979311848,0.0696862349192513,0.7828332528993305,0.7226325862668438,1.0,0.0057323493124757,0.1558550468794753,0.1222040638035344,0.2350229853601637,0.24383773855194,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6282631773663705,0.0942121496811448,0.070442185092188,0.7926982825623737,0.7176156101356659,0.0,-0.0751800860484792,0.1479967638629095,0.1192896651952444,0.1752131389401422,0.1810911236355961,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6162462713086785,0.0939108836108985,0.0699092483530581,0.7850765856071018,0.7151677040144321,2.0,-0.1346930769780432,0.1603496494565274,0.1276010405048305,0.1314034494787634,0.1712284306152759,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5986419472834328,0.0968486234913776,0.072512014468842,0.7738097905945952,0.6972678885265434,3.0,-0.1557600699807808,0.1528967456855843,0.119915377126824,0.1579374235353139,0.1689425950107157,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5463084372194665,0.1033619928249979,0.0791588661386984,0.7393634434767541,0.6506487309053499,0.0,-0.1504917520384101,0.1569623636317854,0.1195297129127084,0.105186611938459,0.2220138676344145,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.488608708134479,0.1046656310226732,0.0806744559034926,0.6992485505389573,0.6186835024489689,1.0,0.0531435440413887,0.1619047058870878,0.1241828745686355,0.2871571027488762,0.3251701823134887,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5428879010636665,0.1043645793494952,0.0798655464119268,0.737112567894613,0.6380472951652904,2.0,0.0729035761867974,0.1365649091526993,0.1093874694653942,0.3007349499214739,0.3083218299188395,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5430968607355953,0.1054393843210502,0.080935880875151,0.7372410023226301,0.6348875908863677,3.0,-0.0223233469969863,0.1395379162532828,0.1117812461600293,0.1440612821439549,0.1580580001566076,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4939233522533075,0.1051231287179188,0.0811943796981775,0.7030581853045313,0.6111335489520119,4.0,0.0884452459499542,0.1570367514424344,0.1202179998890632,0.3043700315892665,0.3436500909676233,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5417847165064887,0.1036530742854762,0.0787452772874087,0.7362742573406339,0.6412551882625237,2.0,0.0595745393153041,0.1404421115788702,0.1139146583590508,0.3303171905016341,0.3381368241817696,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5592174734013159,0.1021523328161589,0.0776502258514538,0.7479973535183503,0.6629168804693981,0.0,0.1008488317683538,0.1395970333225843,0.1119390251097233,0.3401809232494288,0.3045329256465863,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5423993377733032,0.1013016246973067,0.0769375096021384,0.7367139480039258,0.6550884446482865,4.0,0.1361880208907784,0.1478757920068981,0.1171309961005858,0.3787000286497343,0.3740069167565813,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5580817213815779,0.1030354663623414,0.0781151862952995,0.7473073258631753,0.6524566723979189,3.0,0.0836856477370024,0.1370017152436659,0.1116375989555242,0.3102081698091254,0.2796188909990336,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.540326340728515,0.1014033294691136,0.0765602260106211,0.735271218455297,0.6544337808007137,1.0,0.0960463127318432,0.150148635071557,0.1187677424854847,0.3213038120813206,0.3195847917785031,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6355342545620213,0.0937874234496423,0.0698416204755816,0.797300806963583,0.7232668016089583,2.0,0.0202538086102516,0.1412906592235794,0.1143990734469003,0.2747607483325104,0.2647179905146693,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6195903833546186,0.0946621670759486,0.0706678387101655,0.7872549162049651,0.7158942681745732,1.0,0.0529846099400067,0.1431457359379704,0.1132659411793764,0.3101203252153405,0.3128013435928499,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5952755102848604,0.0956093817078099,0.0717863498083346,0.7716157485935068,0.6993602860880138,0.0,-0.0268198935327765,0.1594583672277984,0.1255229031259745,0.2329316012763505,0.2237150750108294,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5927681087012389,0.0950634878183656,0.0710229027104555,0.7700238920332741,0.70176162535109,3.0,0.0478241474462691,0.1503009169832755,0.1192269341926642,0.3129756985945691,0.2906174869369163,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6453455574489844,0.0938541915405259,0.069605225196165,0.8034217015557708,0.7294893267377769,4.0,-0.0051415013305609,0.1332029014019743,0.1086661979013653,0.2712071672581733,0.2458135360832453,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5102226059816288,0.1077160416165524,0.0820948149280679,0.714376576258119,0.6050314792653396,2.0,0.0954757393631462,0.1398097315734932,0.1119118010327444,0.3151958481638968,0.2941272373887533,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4488828549448933,0.1109663065004081,0.0859122998437907,0.6701748022914736,0.5505231619235258,1.0,-0.0322906996796628,0.1567209641367031,0.1214393216049696,0.1671904216539995,0.243452768043047,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5026803725594113,0.1070016739846325,0.0820794467949374,0.7090825627405217,0.599605526175592,4.0,0.1272927212727452,0.1421881998502774,0.1142981316261498,0.3580379104451566,0.2954225810054752,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4874126006092593,0.1081185686596812,0.0826156991410792,0.6982540740627471,0.5862596806627642,3.0,0.1274241866191258,0.144866395512427,0.1151259661649576,0.3571045381311453,0.3480413408273345,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5294869386357113,0.1079425842839076,0.0824966044663285,0.7278076166580305,0.6018932412881624,0.0,-0.2550098589306042,0.1468089193900363,0.1146491101766447,0.1318114056652999,0.2298030711508851,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5397819101090999,0.1039059456695641,0.078102161565416,0.7347150532017588,0.6407653829427012,1.0,-0.0187199941942011,0.1452305731672764,0.116713841077337,0.1932526590291185,0.1609087047387797,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4703856980246594,0.1074971233808985,0.0820342505117425,0.6859057662165362,0.585987958749864,2.0,0.0463261663884148,0.1520614961512569,0.1196068223622693,0.275877477706518,0.2990820064862731,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5175510466636863,0.1060583400991795,0.0801341585366834,0.7194596038298765,0.608448478505992,3.0,-0.1290495424244047,0.1563930898722989,0.1225031225942233,0.1947527592053185,0.2894667753226735,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5203964759315627,0.1064272046098684,0.0807816671270157,0.7214461755901089,0.6183857247246919,4.0,0.0480728117168063,0.1434976564216378,0.1142372507255636,0.2639610634486468,0.2719410485671805,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5162104288301064,0.10519693683672,0.0797352990905355,0.7185658160304071,0.6209893546893986,0.0,0.0452635606976831,0.1507398112413036,0.1181767826715388,0.2567912526773522,0.2816606263094776,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5643873572181786,0.0995320582761774,0.0746589864328851,0.7513429547833083,0.672543628406281,2.0,-0.1938443158097995,0.1702403476997724,0.1279871415484983,0.0574740924889657,0.1298441965127989,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5802628218940556,0.0972050127700728,0.0726437612926473,0.7618562152568691,0.6890603137676113,3.0,-0.1762779705128296,0.1682739354198559,0.1315148232094466,0.0263027405368144,0.0425074422616079,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5609023267824872,0.0990413927234232,0.0745674451747244,0.7489829662870906,0.6655540513640528,4.0,-0.1337680410573636,0.171859501269738,0.1326380506419929,0.110568962095702,0.1365962992231071,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5508139401840187,0.1004899189648708,0.0756023404192102,0.7421999221719141,0.6551920246783708,0.0,-0.1743084419231768,0.162478749970235,0.1251971270973379,0.076523713201353,0.1356265390067259,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5374953392359094,0.1001011530153341,0.075230935914821,0.7332192600281676,0.651571106210161,1.0,-0.1108665583469248,0.16377016024855,0.1281230946311475,0.1346981589354473,0.1467422650311841,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.471676683790963,0.1091564586851827,0.0848824956212591,0.6871548832261795,0.5711448373078835,4.0,0.0947989124524304,0.1508467375553523,0.1201748231223341,0.3317604547437023,0.3143667960428297,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4462798002529403,0.1082608876530108,0.08365954099423,0.6681393550556491,0.5697656999198998,3.0,0.1383506556495053,0.1557672711435076,0.1230967744939559,0.3760527711081531,0.3771063253555469,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.496576914746589,0.1088396780698629,0.0833422721218805,0.7048109955052602,0.5862940287112147,2.0,-0.0581574642663829,0.1501342697730624,0.1171871385880596,0.2410116945433686,0.351946072680624,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5079863759504213,0.1077691908074185,0.0827680362695048,0.7128368048913971,0.5944457308266082,1.0,-0.2200134069259016,0.160208632897136,0.127464185880098,0.010955244837941,0.1181820972337319,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4305081040142285,0.1104087306003888,0.0856228614767344,0.6561843933919349,0.5441305998888902,0.0,0.1508949824707611,0.1503185145786912,0.11971479753781,0.392267797395416,0.3750947075859536,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4662935179349401,0.1069848527545874,0.0815480802597103,0.6829401065876146,0.5829174443361009,0.0,-0.0099024038358701,0.1559145261809249,0.1224198772704271,0.2172815471963246,0.2160818238914511,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5438299685687626,0.1057823979683321,0.0798318503278209,0.7375342641809924,0.6320922896919011,1.0,-0.1917726468951868,0.1496877258176276,0.1185536180545271,-0.0184177937327333,0.0099213767023049,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5176058788527718,0.1043754463115788,0.0790821103869554,0.7195192406485961,0.6284943448028331,2.0,0.0245920988329644,0.1547532352377679,0.1197714065744226,0.2499865369457977,0.2176045764252488,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5258990198241937,0.1039181144643062,0.0784507156298533,0.7252445719592188,0.6383367984599807,4.0,-0.1224301773863028,0.163152979524178,0.1242340079296107,0.03650126222649,0.0851028108577122,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.515840886796086,0.1058769702677553,0.0804098861824429,0.7182518294065069,0.6081032562041446,3.0,0.0339369013265248,0.1447255076170643,0.1141308061735283,0.2761620105779577,0.2677528562461883,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5994137185925688,0.0993507186163798,0.074297411257513,0.7742869877953137,0.6826165784551281,0.0,-0.1076093203548178,0.1401326087190806,0.1141404016211882,0.1998153897089481,0.1877435301139793,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5934646822646792,0.0977116921330029,0.0725847568006506,0.770398112423643,0.6966287109309246,2.0,-0.214524564110331,0.1597032014191458,0.1233562301178801,0.0617160943325687,0.0907622497165102,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6112513383207498,0.098325847706294,0.0733016462983501,0.781854170633224,0.6946478287583491,3.0,-0.0682362124091666,0.1344654461116186,0.1084662743762277,0.2424529569692677,0.2233271713102306,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5778098396104707,0.0972732981638884,0.0727240768669037,0.7601641274801294,0.6863526679586238,4.0,0.0141038979515855,0.1567693033494166,0.1260155478366114,0.2452469458031306,0.2504238875368358,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6044483914510708,0.096965970586152,0.0719463761668456,0.7774784881538692,0.7020797797548581,1.0,0.0347058423429512,0.1389045835965534,0.1129619572463364,0.2923018803508129,0.2212385571219795,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1034192174207667,0.1409261240918468,0.113460162422142,0.3435543361050192,0.2939342642363987,4.0,0.0758426077977958,0.1544099930821121,0.122906904567041,0.2809458125742238,0.2481786843735021,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0777960489894155,0.1454466118486451,0.1160056220300157,0.3051852928284418,0.2814673902526946,3.0,-0.0367115162628668,0.1565188915336865,0.1244002514526361,0.1488916603381481,0.1055704155471239,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1079469786933418,0.142355542464899,0.1136727459156546,0.3451290840622718,0.3103188568181673,2.0,-0.0191742857715575,0.1561407093209618,0.1248472002533713,0.2573941829001536,0.2635707863791461,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1026064314654973,0.1410582017776081,0.1136550781330895,0.3333085835417146,0.2917000538635883,1.0,0.0598047453816942,0.1550164525144663,0.1231988779159233,0.3261159840975414,0.3027369468215556,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0617434444939866,0.1489953321333463,0.1187599051588019,0.2759753775660326,0.2471367313301991,0.0,-0.0072374410065829,0.1445053377759601,0.1169947973543692,0.2485501144771303,0.2529789447781755,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0787560935188552,0.1446803261249832,0.1153948846131271,0.3156018774467148,0.268045923565506,3.0,-0.0240667157173599,0.1557965796068794,0.1250492113643966,0.2331346640736945,0.1976453826988042,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0763533442999684,0.1455177441543438,0.1158390795769807,0.3168175718898114,0.2918481104125126,2.0,-0.0572813680730566,0.1573495993752499,0.1258615287090728,0.1269191982163565,0.1407773396717623,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0863206325872097,0.1439875763733017,0.1160725618623806,0.3301471645844373,0.2668050472509843,0.0,0.0305436052599841,0.1534778903229778,0.1232653926488559,0.243958962507254,0.2009839952732385,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1008093067122285,0.1449468058018522,0.1148274295816853,0.3486177277443179,0.3064558541667211,4.0,-0.1281554532066584,0.1560228455497444,0.1279331087315462,0.0013942666251563,-0.0045717204157048,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0639620938789818,0.1516322233532567,0.1201272509193825,0.293532709053497,0.2789904520349805,1.0,-0.025210340443003,0.1400804084211304,0.1159511527311484,0.1724201170411305,0.1366624066374884,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0047935543393147,0.1471953164029367,0.1185142611457442,0.2408667673335695,0.1848767769902113,0.0,-0.0867313920871177,0.1619549669736849,0.1280414173814662,0.195890685447096,0.1806452273238835,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0752551393638174,0.1562933835630637,0.1253210727843422,0.1828932373607904,0.1574834803605708,2.0,0.0278017129980031,0.148808204109116,0.118746253728502,0.2700221169057203,0.2613825533189235,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0188084218641498,0.1471555429012759,0.1183661914647741,0.2707745256693506,0.2358673675107638,3.0,-0.0303258950255957,0.1623499698217908,0.1298736999789128,0.1993300143827272,0.1538786300061805,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0575489742755015,0.148908773203151,0.1196025966517745,0.3224340852769567,0.2911689593445892,1.0,-0.2504086754358554,0.1658970330625541,0.131154477666557,-0.0041686548774868,-0.0130800845891194,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0036151028606827,0.1502225858597339,0.1190132532944133,0.2489907643678426,0.2341136764906688,4.0,-0.0582008722627707,0.1639815774657242,0.1283102649062644,0.1403979991100692,0.1517088034432966,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0685443921498446,0.1447428889911566,0.114747704530081,0.3005231497294316,0.2792850049033157,4.0,-0.1304682024974446,0.1619827856271359,0.129958490990911,0.044708081048509,0.0705735510434417,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1018590951059839,0.1427380945984308,0.1155518366284995,0.3305600807349761,0.2720536465783779,0.0,0.0296128378782349,0.1537555151709666,0.1207091055700062,0.2443686898658061,0.2408645087070594,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0097382988722443,0.1458790410790907,0.1153275006132839,0.2300002968276901,0.2111032773341686,1.0,0.1514803151802092,0.1511747384127047,0.1218095090367856,0.3979939703865519,0.3736026262686936,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1119818321426848,0.1417095375566323,0.1135556253944478,0.3491885899616947,0.3168231973571961,2.0,-0.0919459617501152,0.1639356721496251,0.129425150974091,-0.0132427535213748,-0.0264672084867649,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0684427209345601,0.1453885107120354,0.1156779681613992,0.2893172508931703,0.2472852443805538,3.0,0.1121976479587179,0.1446626339991654,0.1179198681596357,0.3870432434668771,0.3645204369033135,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0955805490557977,0.1460943021672718,0.115973328039274,0.3405603269740571,0.2978274012392624,2.0,-0.0462832163323816,0.1491815341966979,0.1186769360096431,0.1142008289640624,0.0967587179937167,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.096183200288975,0.1487478252355647,0.1182402947769336,0.3374469940416943,0.3072640763197079,4.0,-0.058414249767241,0.1450042286252808,0.1154577040033669,0.1460369655740325,0.1499297048522575,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0443602859471731,0.1444897492606176,0.1162450017518845,0.2644239013416468,0.2237213610503391,3.0,0.0110900568429597,0.1562409191515528,0.121912421937839,0.2148711699251984,0.2239517195753204,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0786225117455274,0.1458808580353036,0.1171393126399263,0.3141359503539017,0.2418692151310051,0.0,-0.0594406816753403,0.1522557872440597,0.1175698405315436,0.1620746529227484,0.1773020437556156,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0687789510953417,0.1481487296495567,0.1166533938175008,0.2990639070290599,0.2794408046984809,1.0,-0.0088005597266502,0.1451003826776118,0.1201507002865483,0.1598845842280159,0.1362418238610011,1.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.002753611363935,0.151093335540007,0.1199957176348795,0.255557950355959,0.2421588867684018,3.0,-0.2086761606406488,0.1638328205429592,0.1324798154228331,0.0075636314125744,0.0086469860058174,3.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0291868442935342,0.1466660795570282,0.1190395314479115,0.2874221914083063,0.2405261608414844,4.0,-0.1174712202755519,0.1697197861744913,0.1324912233331784,0.1894974487378688,0.2325625119789671,4.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0131129782337067,0.1553338441939079,0.1231307199060849,0.2217686691350086,0.2060260648785332,0.0,-0.2633356989396258,0.1446979624687924,0.1177096137036519,0.136005798429866,0.136330796236558,0.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0073653520862386,0.1477106175498442,0.1180975698284704,0.2398509896325112,0.2160128002614366,2.0,0.084559235200359,0.1590694247239616,0.1254372269078849,0.3423872764111178,0.3014916661670857,2.0
nucleobase,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0586850365780472,0.1490951388355521,0.1200831285510486,0.3264718861253416,0.3083452490495722,1.0,-0.1708861632179135,0.159337913447212,0.1263367496871711,0.1341796960827029,0.1365971658209675,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5171837146693353,0.1057108036871596,0.0815887198505288,0.7195965533293872,0.6202157658617403,0.0,0.4504322622403863,0.1125576726838812,0.0867615192863375,0.67188565193948,0.5338259155501618,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5183131554186852,0.1056069013546286,0.0815101983792905,0.7204292141415335,0.6206443397859633,4.0,0.4460220645015795,0.1129225064183333,0.0872519772233568,0.6685298040766487,0.5339563107747491,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5190783728639243,0.1055391753590021,0.0814603937037058,0.7208806156345068,0.6223592660272033,3.0,0.4443976797217221,0.1130186646121842,0.0871277196563354,0.6675570031663879,0.5307368653117452,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5173311351122845,0.1055908384482854,0.0814510482240225,0.7196957658512237,0.6208631549205033,1.0,0.4498091466414082,0.1130645883178625,0.0872704477829246,0.6715638212496637,0.5309307745391745,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5186302929191242,0.1055334713237357,0.0814042869551731,0.7206047882529127,0.6215822123385697,2.0,0.444803401230008,0.1132127681219296,0.0873188311570309,0.6676643731911628,0.5314419480304153,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.544823593544232,0.1025505579932415,0.0781399385639721,0.7383763995829584,0.6484091255354204,0.0,0.4445563659528111,0.1135531709782399,0.0867692516510331,0.6689965668840407,0.5316109967434678,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5477117207719637,0.1023356849785538,0.0780303803946915,0.7403821502808137,0.650961284411048,1.0,0.4351847090633958,0.114010080652716,0.0869745456528893,0.6622031206809218,0.5246839773447949,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5440859629042598,0.1026272375956637,0.078255281786671,0.7379906681104903,0.6479380442754635,2.0,0.4488287545655176,0.1131441816557592,0.0863422797472028,0.6718901757552482,0.5350091547134463,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5460593930388749,0.1024743054889953,0.0781173127634934,0.7392800267452924,0.6497516839364237,3.0,0.4437469340712684,0.1133583815349758,0.0864823687792509,0.6683331071434944,0.5330258317185597,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5453751141008383,0.1024140082308845,0.0781191814564113,0.7388127742210684,0.6497536807470996,4.0,0.4455804231493155,0.1137771757564268,0.0869673099094009,0.6696120906651334,0.5321907603513409,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6099811222817323,0.0950044902823885,0.0708669320319826,0.7811318989304643,0.7111386259433222,0.0,0.4116295556697151,0.1164914464593489,0.0870838238442417,0.6523749233694163,0.5167195069358664,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6085834220909729,0.0951297355356457,0.0709174360977858,0.7802264062959721,0.7093042735710778,1.0,0.4163508284258012,0.1162404870117304,0.0867161667223193,0.6554568394122058,0.5213678694696806,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6082930100889565,0.0952474623254995,0.070973435868847,0.7800551544810813,0.7091293723139072,4.0,0.4124677865372452,0.1162239441858902,0.0865365201699822,0.6529062535425507,0.5168965301441539,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6103502351945859,0.0949339077267741,0.0707301158713073,0.7813251311016667,0.7107836697223265,3.0,0.4081303443084589,0.1169635593022524,0.0871426714464251,0.6509791513663898,0.5130419889623048,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6086327031670113,0.0952223815515683,0.0709426912704088,0.7802452751794491,0.7092494586429593,2.0,0.4133170515010892,0.116060873205227,0.0865103784273314,0.6533660468087295,0.519058300718819,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5193131159472404,0.1055818213383414,0.0815181567015856,0.7210706171283873,0.62201997393508,4.0,0.439724355473696,0.1131959037106877,0.0873667601144086,0.6640803243427887,0.5274988099913034,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5176390332210317,0.1055177088215564,0.0814845706742262,0.7198807770014899,0.6217153323363463,3.0,0.4477138030216185,0.1134428565408147,0.0876302426623699,0.6704320024761834,0.5301250191768948,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.519308067809602,0.1054378240913268,0.0813117178940714,0.7210655760071425,0.6230000229146044,1.0,0.4445577289763296,0.1133280440108116,0.0875275310579458,0.6676765338875672,0.5287131102711576,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5176652527828909,0.1054764765549531,0.0813945738314385,0.720010518745819,0.6207175702094203,0.0,0.4512166360824577,0.1132495440452216,0.0873504321157582,0.6722234646780678,0.5367522549079705,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5165799087768113,0.1057248418302313,0.0816424089238685,0.7191501303831723,0.6201022958691336,2.0,0.4512659661503209,0.1126940871423077,0.0869425625832482,0.6724989626392396,0.5365133055839578,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5461024582520799,0.1024587907930842,0.0781415378130539,0.7393423167349492,0.6496511151665044,4.0,0.4424089110696123,0.1135407855260349,0.0869697379819046,0.6669149747396516,0.5326476624428792,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5461475962275318,0.1024624288511261,0.0782254105327443,0.739389179368765,0.6503745777548464,0.0,0.4427111612358274,0.1134715281024382,0.0866844584265728,0.6673470939218774,0.5304247567043302,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5448425317736879,0.1026199254002284,0.0782419859713591,0.7383993786785116,0.6487556564582081,1.0,0.4461039328146317,0.1130794236670932,0.086432287852474,0.670177197224046,0.5349319064258895,1.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5449343745470769,0.1024483899017908,0.0781016763966919,0.7384440889336538,0.6481279990165872,2.0,0.4431400862556361,0.1140943877477789,0.0873124538694538,0.6679430912064487,0.5330229626824278,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.544571253081291,0.1025939242032288,0.0781415496385694,0.7382268033352649,0.649094622059916,3.0,0.4479341447675509,0.1131428493243623,0.0864160051058054,0.6717972302863737,0.5329621821889062,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6100542664313412,0.0951067899758282,0.0709179973968042,0.7811308988508153,0.7100844329166073,4.0,0.404152893877028,0.1166770084514629,0.0869164863779646,0.6472948839241311,0.5143003895000239,4.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.60997513307429,0.0950227317629763,0.0708446155351233,0.7811144397347001,0.7103353460135461,0.0,0.4113266276904035,0.1164361887387192,0.0868640950766491,0.6515047219916614,0.5176763547652788,0.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6097104131462471,0.0948930025796341,0.0707284497321274,0.7809783481854823,0.7105092717679905,2.0,0.4150962238777995,0.1168545359276547,0.0870803314745781,0.6540894460243384,0.5185871884200037,2.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6095011928565387,0.095107406271673,0.0709722467424728,0.7808030009267892,0.7101824354854418,3.0,0.4091156453513315,0.1165218293814452,0.0867945690307873,0.6512312895936527,0.5151495570075788,3.0
random,sherwood,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6099665779592731,0.0949154443386423,0.0707309408025498,0.7811242526481328,0.7109822180637386,1.0,0.4092211034036143,0.117177607377716,0.0873507211019416,0.6507538228292205,0.513684491408394,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4910240836181989,0.108607922574204,0.0837978401709607,0.7008402150658712,0.5862531877624374,1.0,0.4100968766512192,0.1163076919936052,0.0897077592705006,0.6424081742141228,0.4900422624671506,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4888949373765866,0.1086528197020602,0.0837991050486307,0.6993271595055345,0.5853593505181555,4.0,0.4182845075884283,0.1162735651905843,0.0898018379362399,0.6482891413023941,0.4937535806788695,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4897906543782135,0.1086595907224529,0.0837679447020911,0.6999482858322296,0.5872403716286299,3.0,0.4155689345120856,0.1161096237162336,0.0895984650622296,0.6464596474286711,0.4885814460108874,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.487070481561918,0.1087805307329141,0.0839734151598733,0.6980485007980523,0.5834224801296714,2.0,0.424077361908342,0.1159731817517196,0.0894692907158608,0.6524553178190643,0.4982477134984633,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4896856873108661,0.1085832610735556,0.0837446227051976,0.6998743307883892,0.5870498351052479,0.0,0.4171244835314532,0.1163293710124765,0.0897024155059071,0.6475029766299367,0.4891912165589924,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5161951615784757,0.1057094228240386,0.0805794578973581,0.718563375457515,0.6158203660417599,0.0,0.4123302940383563,0.1168754351916619,0.089244918549539,0.6458642015675803,0.4878028110048474,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5164301120351722,0.1057507705019213,0.0806294413332565,0.7187377834713332,0.6160721045532995,4.0,0.415011760916237,0.1163154135034375,0.0889745332072797,0.647537028884987,0.4904837439365535,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5184426993408513,0.1056548797001552,0.0804655585844442,0.7200935901137584,0.6167590199285385,1.0,0.39828064751165,0.1174074143237499,0.0899232014306983,0.6353816262022961,0.4817190779718675,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.515489464069609,0.1057806749608675,0.0806897460540355,0.7180567069438563,0.6148978370235914,2.0,0.4160773945688859,0.1165284739055372,0.0889520435856986,0.6484676988109206,0.4944078967880483,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5172136457261218,0.105643492829828,0.0805222129089242,0.7192761419943107,0.6166952714262446,3.0,0.4098128079584004,0.1169262046557121,0.0893571279591372,0.6441156079029793,0.4875778971094916,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5802694819498273,0.0985419875663959,0.0736452250015727,0.7618231614310971,0.6815063857105239,2.0,0.3724049413282994,0.1203839838584334,0.090063545828922,0.6269168181561179,0.4721308364221002,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.582349758367336,0.0984366447416392,0.073484603897041,0.7631643250826952,0.6829724500606703,3.0,0.3631022479245959,0.1205840628393754,0.090085443987431,0.6185902280019184,0.4690323892339947,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.580455050540593,0.0984786399540968,0.0735741614316155,0.7619354632862652,0.6815607025101916,4.0,0.3722446150538357,0.1206043833912897,0.0899678744088299,0.6256487695930077,0.4726051677602309,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5813219295604843,0.09839712571965,0.0736086772908636,0.7625340986547904,0.682131753007375,1.0,0.3672037794766013,0.1209876838000684,0.090491203354288,0.6223585890182658,0.4680812095497956,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.581036906734957,0.0984391486764261,0.0736654623407457,0.7623128090065928,0.682886949868036,0.0,0.3738720241309455,0.1203065005268241,0.0899860848876869,0.6268134517233729,0.473126208494964,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4903347709195323,0.1086044497574637,0.0837413634174412,0.700363168525024,0.5868577533861216,3.0,0.4152638477995568,0.116127557724869,0.0896656045364246,0.6461147904832594,0.491273975440971,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4896173835406677,0.1087431638096486,0.0839085914773611,0.6998581704141352,0.5868572738517089,1.0,0.4142255800670628,0.1159635042200596,0.0895154541743567,0.645265365667049,0.4884867573306276,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4886738805374748,0.1087678853889655,0.0838772842937468,0.6991464647018615,0.5861986087337208,0.0,0.4196267309920272,0.1157513589784357,0.0892169753375461,0.6495528545667668,0.4915732851917261,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4888760972601056,0.1086952489499986,0.08385010448127,0.6993104762217128,0.5853521581160827,2.0,0.4184743737789027,0.1160843394980349,0.0895713887318959,0.6485862079225613,0.4940797599851005,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4894960207284542,0.108645514083335,0.0837901101572788,0.6997612370328036,0.586356337880388,4.0,0.4178454966275302,0.1160773228566332,0.0895324841354172,0.647853453221207,0.4924223452178435,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5163658262675404,0.1056966072839513,0.0806794800667687,0.7186626433307122,0.6160943537910137,0.0,0.4105560222798992,0.117027284744506,0.0893087870215751,0.6444361562664079,0.4885213397590701,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5172222304511163,0.1056586253746794,0.0805729154040808,0.7192754823929193,0.6167539830407179,1.0,0.4087019910152146,0.1169653699097705,0.0895201161144437,0.6438362999953354,0.486335266222049,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.515882887369749,0.1057870362055876,0.0806169802964451,0.7183223676303144,0.6152419007289275,2.0,0.414547025126202,0.1164630003697241,0.0889132927216116,0.6473740856212661,0.4912806502296133,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5173984570343115,0.1055698384113565,0.080461872739307,0.7193734485134037,0.6164687317142173,3.0,0.4123001479845161,0.116914818667652,0.0892255451064062,0.6458988551853925,0.4910822436089785,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5189993547444425,0.105545258728554,0.080444132987911,0.7204852604468178,0.6172937947745497,4.0,0.4008318002940355,0.1173758255581478,0.0898490511220023,0.6370288519605951,0.4833616220323667,4.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5793404590541393,0.0986384877876012,0.0737755660964233,0.7611850121949448,0.6810376271638463,1.0,0.3721960631259926,0.1204664302446373,0.0899985696549674,0.6257536418406634,0.471829436975166,1.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5791034139653617,0.0985723943602964,0.0736931344321536,0.7610703318631136,0.6812918907913094,2.0,0.3784657385800757,0.1203183032974598,0.0899210620227353,0.6309523840797264,0.4747646657510169,2.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5817194369838948,0.0983985900650762,0.0734115400593385,0.7627350928643764,0.6824003728466571,0.0,0.3655949061236726,0.1209030496491781,0.0901490456004702,0.6218003003105254,0.4696628630372516,0.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5816528319976457,0.0984477438965995,0.0735081162950633,0.7627183004742584,0.6827153265009283,3.0,0.3688389063453998,0.1203908665901697,0.0901083514291141,0.6233147707690696,0.4711860750649638,3.0
random,sherwood,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5800922528058181,0.0985666718894039,0.0737188762309758,0.761680299224534,0.6822833504060913,4.0,0.3737212788492418,0.1202396673990902,0.0900175597182112,0.6272225227885241,0.4725005016832541,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2558501517623888,0.1311713710327109,0.1058244106680166,0.5082833935173822,0.3909011711838326,1.0,0.2509265857127055,0.1316754891944943,0.1060012954412363,0.5036695471700531,0.3816309057623563,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2480530720486636,0.1318272102074079,0.1057038983164674,0.5050726638184406,0.3914500593452745,2.0,0.2521186743103857,0.1316888867723468,0.1057563447495784,0.5089183150562192,0.3950187428952734,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2421977568741496,0.1323558263806503,0.1055192520123921,0.5000713000268561,0.3986690476285327,0.0,0.2424101608246905,0.1324754443462227,0.1055852642545192,0.5005257060517652,0.3935517029755125,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2534523700981831,0.1314986822662483,0.1054363112528485,0.5081902879119831,0.3957196822269882,4.0,0.240378530582484,0.1321300332077247,0.1061734855893457,0.4965162302386068,0.3837136936241866,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2576522326457521,0.1310702853648939,0.1052202550062281,0.5102994148455959,0.3988782025522542,3.0,0.2516721577359569,0.1313768551746479,0.1056918465388598,0.5051500913954703,0.3914973137729312,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2282332601262096,0.1336851313143168,0.1068651359676172,0.496422153329204,0.3790839033951841,2.0,0.2200950006758693,0.1339475489915115,0.106965159030829,0.4898223363535882,0.3721175992729678,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2325151313746649,0.1332678128850349,0.1068314659531254,0.490794958716197,0.3853112493889186,4.0,0.2213311192403235,0.1340271893796123,0.1074552102439917,0.4807109698269234,0.3730971932712963,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.217748341740933,0.1344011513978588,0.1064693522402469,0.4923243833953434,0.3798683740848662,3.0,0.2090856395478182,0.1356491451064503,0.1072311217025487,0.4865288512922038,0.3741890750655034,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2312590513313326,0.1333635726202873,0.1068585437288491,0.4872197009171042,0.3832855625805883,0.0,0.2211089112396705,0.1340998963522167,0.1073350487334895,0.4780103203608746,0.3742027549227609,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2208890938149093,0.1342216709600825,0.1076879673851033,0.4781317462935975,0.3752172799984424,1.0,0.2207169754841428,0.1342872704444794,0.1077743484485844,0.4783407259193339,0.3754157994054425,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1332195659562549,0.1417064467315274,0.110953518335844,0.4456671165922623,0.3514633025011475,4.0,0.1296038741867189,0.1413800906290159,0.1110592953989576,0.4427726009223329,0.3434157519904421,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.157129287481028,0.1395872432422287,0.1118253586098003,0.4433938709633495,0.3562523773143919,0.0,0.1557608748136227,0.1398461864861697,0.1118173435630433,0.4450138556677558,0.3521507511722854,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1453667920119539,0.1403870216688755,0.1112239767754796,0.4590954730350424,0.3455647455830347,3.0,0.1475472668265236,0.1412045654877438,0.1119307007351915,0.4596079585443819,0.3431332946611645,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1647762762517157,0.1390236720472247,0.1112587481831658,0.4468344091071531,0.3422867095968981,2.0,0.1617712109960889,0.1390592744172154,0.1112125986697019,0.4445624530160187,0.3411042093878799,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1568470486269639,0.139679581985132,0.1112031648123199,0.4440738919447448,0.3489957180157612,1.0,0.1522829202261915,0.1398505418964146,0.1115379844007467,0.4406880862383797,0.3435424199120698,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2560610896401208,0.131034296597435,0.10533123885548,0.5088868916820658,0.3913876371734247,2.0,0.2619320415238654,0.1311743247370333,0.1055588096129621,0.5140832481680879,0.3976777768967666,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2577201874678807,0.131212531638352,0.1056412230663101,0.5150482492045079,0.3938593031547342,1.0,0.2426786040626193,0.1315629226383891,0.1060951408538601,0.5026128521402162,0.3825804802846185,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2485350460792242,0.1318451482368973,0.1057127940983558,0.5082618563294009,0.3942894881942015,0.0,0.2438702985004061,0.1321716941848953,0.1061768833331045,0.5044082518827698,0.3853569138390349,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2550605393079785,0.1311781473041527,0.1052512938290856,0.508450852541904,0.3948186675332094,3.0,0.2480858325549335,0.1321772472869814,0.1061847174413037,0.5021989850100882,0.3881475825472408,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2551770118950179,0.1312085791214787,0.1052345403792644,0.5116850868543932,0.3990837411410182,4.0,0.2512835103016807,0.1317267662254433,0.1058371290472986,0.5081099718739017,0.395520208996736,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2224786930439533,0.1341856379788966,0.1076423628470222,0.481171748568053,0.3777711069594895,1.0,0.2140939336855502,0.1344481639086168,0.1078370222452211,0.4737501341673282,0.3691488442450251,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.238112399530038,0.1326918881383625,0.1068877479798698,0.498251215666882,0.3791826618024621,0.0,0.2354025123316128,0.133167676013851,0.1072111713869451,0.4962876826531756,0.3755328470234668,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2344394750001798,0.1330214974619791,0.1064920513778284,0.4920783729962829,0.383643680828816,4.0,0.2269464998463018,0.1338596648309241,0.1070815519004999,0.4857073937130463,0.3780033619990472,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.225976086368622,0.1337079317424957,0.1076919280628744,0.4818306759570077,0.3692587407339118,3.0,0.2349390584329485,0.1333531989463448,0.1076465535116347,0.4896433999563407,0.3719471963234741,3.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2244318548869348,0.1339729701888323,0.1077838830537062,0.4810915079755582,0.3784047826311132,2.0,0.2132353934397336,0.1347013948892773,0.1084611202837571,0.4715766589519889,0.3669807720227191,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1867589317259906,0.1371852466523465,0.1098902130657762,0.4628202498380601,0.3555674299208666,0.0,0.1788352896033853,0.1376236737820937,0.110076479401028,0.4568718052654711,0.3487094441731582,0.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1637223583067736,0.1391330680874311,0.1108125153793052,0.4558690987748491,0.3518382438387283,1.0,0.1591824263050636,0.1391896753171689,0.1112195778780826,0.4533877148403165,0.3485954453936991,1.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1699122318886312,0.1383894445642513,0.1110386754821335,0.4456098955642342,0.3473801903374179,4.0,0.1712804136518363,0.1390929973912217,0.1116938846370233,0.4455574046010759,0.3447643273965683,4.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1535622985625014,0.1400372017276413,0.1102670996399526,0.4500774994374729,0.3522144958504545,2.0,0.1464027141464764,0.1399949530968841,0.1103687745399105,0.4449256202064111,0.3423243485679582,2.0
random,sherwood,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1251752343468845,0.1423338493461518,0.1124315412326687,0.4208831457869497,0.3288374731751805,3.0,0.1233619253079395,0.1420020490243269,0.1124424537713685,0.4207249050225142,0.3237894016457751,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7551432806751062,0.0770253545520458,0.0588365255020198,0.8783111897579843,0.8608785350204518,1.0,0.4526408825432384,0.1028327743611789,0.0819806263516919,0.7052139191521213,0.7122735338131281,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7456737521926624,0.0769269577641045,0.0588412788210486,0.875322558850831,0.863160207786576,0.0,0.4517145357277081,0.1112038519881464,0.0876456094036683,0.7416307030207973,0.7594902946358361,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7655117004471748,0.0760267477911248,0.0581073342595128,0.8856071280301385,0.8674472034093198,3.0,0.3926333001526498,0.1030410207244311,0.0831797710734378,0.6803445537414992,0.6641792327290056,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7452281625122787,0.077266188932324,0.0590865324320763,0.8748113497580162,0.8617126842062061,4.0,0.5241615807292073,0.1026278771342262,0.0812788391889362,0.7719676062458332,0.7676460008814838,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7528963220476048,0.075828158504301,0.0578993160831784,0.878018481218854,0.865617618826345,2.0,0.3081355839477091,0.1159807233015731,0.0928018180862757,0.7304290439262366,0.7417338803472688,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7663957326814625,0.074940671508052,0.0565585572525169,0.8833183779610726,0.8617310024162431,3.0,0.3813458731185543,0.1100617383823285,0.0882551535554548,0.6602175257035889,0.662280262057169,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7432974857501076,0.0741352659432644,0.0561209740719125,0.8729863472166824,0.8619530704276656,4.0,0.5733152464761766,0.1097860934105306,0.0867740639696881,0.815281220074656,0.786027576821235,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7553587274566695,0.0745525431458731,0.0562349841194236,0.8781535108629704,0.8647534402628543,2.0,0.5144895234441376,0.1080039772163854,0.0835728080378639,0.7577408812552557,0.756021237725117,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7650836650278348,0.074029166128077,0.0559751162859462,0.8830505469040312,0.8631813706674474,0.0,0.1910734445219086,0.1205579236432244,0.0983124741912345,0.6539006256170887,0.6466126957064049,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7775606440826883,0.0733900560746462,0.0553675473304483,0.8890506844267064,0.8705680522722696,1.0,0.493885309885121,0.099668303348215,0.0795636428531633,0.7260860389653763,0.7050201227574678,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7972402899651996,0.0692575850267362,0.0513194255914894,0.8968185325287478,0.8752348832499349,1.0,0.4768338136951709,0.105352582006299,0.0839527724998084,0.7186973325256075,0.7083279042435966,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7831129942172411,0.0698769723404106,0.052248697933548,0.8896181099034965,0.8706909653153954,0.0,0.3726516661434901,0.1207107619211512,0.0966408893393042,0.6795295413000865,0.6627539481994822,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7891421498230047,0.0699524483191915,0.0522922982025848,0.8928105756332143,0.8676638368251254,3.0,0.4245269140549297,0.1139160669329044,0.0930310952199676,0.6693845611180651,0.6652762123343128,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7968369378414655,0.0694949547807,0.0515926201177108,0.8968440569430768,0.8742104346292051,4.0,0.4135644692199922,0.1111403992638525,0.0866698209501718,0.6645342543891414,0.6904071454888518,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7787826716258692,0.0703930252577121,0.0527495543753449,0.887460447011345,0.8675348142653763,2.0,0.4765369616195728,0.1146429229057936,0.0914472754431139,0.7031488031519665,0.6775225523203843,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7598128505423117,0.0773348795137483,0.0591400536508657,0.8811692318775296,0.8630207114750935,2.0,0.3542129507205689,0.1065369567545282,0.0840455228111916,0.6094245034109136,0.596628450691354,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7257977863336253,0.07684854563186,0.0587741591149551,0.8655323083295519,0.8564187427524689,3.0,0.4181627775641299,0.1210788139249231,0.0967839984505121,0.7893110712565478,0.7769147678451053,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7527600864188204,0.0765871564539151,0.058499390124091,0.8791471413678669,0.8666984556426339,0.0,0.4439752342016605,0.1090943216094707,0.085657485858206,0.7265074618161149,0.7470001160125544,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7709264242585732,0.0757114089174469,0.0578120800354809,0.8880893469312254,0.8724867374692614,1.0,0.2779396153054411,0.1098736720067493,0.0866404728295746,0.596132767168728,0.5796416328485214,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7388802084557526,0.0760150111572984,0.0582775794221854,0.8718187881226724,0.8626602343278812,4.0,0.5209867967688822,0.1111566101289616,0.088364650778083,0.7739736893747035,0.741188143708605,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7578053307973646,0.0747957399612849,0.056443198395076,0.8789645912300229,0.8615466840640548,1.0,0.4644320564814295,0.1114621906056029,0.0878826047408746,0.7012712472562076,0.669976662258713,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7717839616573251,0.0746019013026271,0.0562092216320736,0.8857832222079246,0.8655823766340693,2.0,0.3917071772393586,0.1073147896034787,0.0839244075854799,0.6445428636373344,0.6505538772395748,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7627481482631981,0.0745099640112237,0.0565083154164278,0.8803348750819989,0.8621835110281285,3.0,0.4380644369935121,0.1111861977046125,0.0901452625726202,0.7000334750400201,0.6614822616866892,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7556070210682905,0.0746859333790342,0.0561718665055625,0.8783625651511359,0.8643891546796777,0.0,0.5219925684708904,0.1060887921629471,0.0830245367768524,0.7629534189393805,0.7564703644774661,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.766461940798576,0.0747668027883298,0.0564620493848263,0.8832652352258065,0.8623992668928117,4.0,0.4754232821787943,0.1019793952049405,0.0814309881605725,0.707983554210898,0.7029078876406549,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7923659372732763,0.0695504290553361,0.0519566632947333,0.894488412838695,0.8727846585952019,0.0,0.3574610783727772,0.1193503143646196,0.095055605993237,0.6367084795608976,0.6215435003940981,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7714633597692846,0.0697631383714325,0.0520328376950999,0.882587340784746,0.8666881805668807,1.0,0.4957828983383726,0.1196853427534226,0.0929570503756581,0.7341711762420767,0.7283585888489188,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7759308112637193,0.0696765578952377,0.0518606862752695,0.8857561005665533,0.8681582967933188,2.0,0.3988164589926121,0.1230803808793234,0.0972718024535691,0.7217106860858061,0.7073788810598821,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7887144046695164,0.0703152986413844,0.0525319270326731,0.891789565794507,0.8668990161821665,3.0,0.4357793113822229,0.1089195093204247,0.0869563959186234,0.6697681553779904,0.6617208911184261,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7919060033362033,0.0688811319763877,0.0509603173754811,0.8938047304434324,0.8759245918638215,4.0,0.5118108773893737,0.1069750934337549,0.0825475932342974,0.7302772353193427,0.7169552666543241,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7443421365616326,0.0769503923562075,0.0591650719194038,0.8756771142135851,0.8637770931813045,4.0,0.7041506799868649,0.0824672943326348,0.0633181530528319,0.8515220225924283,0.8313257063105295,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7451449201617468,0.0768833308074077,0.0590865542192377,0.8762926714455679,0.8641213032420019,0.0,0.7038170345945389,0.082278983228306,0.0632195920743016,0.8512716228061727,0.8311373029497714,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7433478220588263,0.0769758331082639,0.0590960579601242,0.8748320477574504,0.8628273804127005,3.0,0.7089541782650495,0.0823239395335679,0.0633202781358939,0.8542005756629523,0.834925533161238,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7440713716399797,0.0769690794349655,0.0591249957378957,0.8755051908939596,0.8631167003772995,2.0,0.707852246604751,0.0820448880156521,0.0629714411542116,0.8534751642781212,0.8354486468820802,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7446690264511263,0.0768898460118557,0.0590826390120919,0.8755333972764858,0.8638527346433016,1.0,0.7066508748725648,0.0821672468317662,0.0631677517524151,0.8528850127223191,0.8337572632743303,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7599751213535053,0.0745051323825225,0.0565517580357678,0.8812404450642037,0.8641990941382177,4.0,0.7038490710249325,0.0827568406423943,0.0630105516378781,0.8480852468975706,0.8203698878189009,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7602910374358314,0.0744944908067252,0.0565479018273218,0.8814828207308973,0.8641766708885615,3.0,0.7027200003337772,0.0827428573709965,0.0630034207546043,0.8471245893369236,0.8194134984258453,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7608997200699025,0.0744050456847287,0.056470370337645,0.8814773411674784,0.8652295205990038,2.0,0.7025684550930424,0.0827407380749699,0.0629078479062182,0.8468034043251051,0.8183161193013114,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7600548541333213,0.0744661384194208,0.0565233908514191,0.8814630054786954,0.8646300204624304,1.0,0.7043121725357933,0.0828099054976966,0.0629181948718991,0.8485290929584536,0.8202448007503556,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7589124980073325,0.0745588044279749,0.056618795915133,0.880792758302538,0.8634325161616926,0.0,0.7074586448530491,0.0827368069643192,0.0628114862261904,0.8499520279507033,0.8220630781997036,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7894224306273618,0.0698356015640269,0.0519272990155571,0.8931234317878145,0.8714113368924185,2.0,0.6876124972835534,0.084749691258257,0.0630147796053473,0.8333056645550493,0.790833508032852,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.790591544211004,0.0696182916161189,0.0516652807847567,0.8935905987534313,0.8716030847952957,0.0,0.6814393921183632,0.085697236292269,0.0636379276911186,0.8299745405880182,0.787660397936363,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7888696174638141,0.069920033290408,0.0518691887328502,0.8927410994089156,0.8707710224803393,1.0,0.686514237852741,0.084932879409802,0.0632276623859333,0.8334750966025402,0.7903149344775124,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7901376119606554,0.0696879557324288,0.0518176299401641,0.8935185686384812,0.8717976049240612,3.0,0.6813263602226152,0.0857401969146706,0.0638495782474314,0.8305895592422591,0.7868935135337687,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.788332604487751,0.069934021786285,0.0519464146015491,0.8927221239075583,0.8707351597956094,4.0,0.6881940781845761,0.0850692373155124,0.0631879125482468,0.8340203972393307,0.7899289324765084,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7442481839293054,0.0769276793281794,0.0590731687289379,0.875068145576133,0.8631473733933951,1.0,0.7051389792554326,0.0824886557663831,0.0634510394321806,0.8519332464916309,0.8339222352710718,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7430252742556442,0.0770060890128015,0.0591307883966339,0.8746489520497632,0.8628516352544694,0.0,0.7095267772960143,0.0823188344012584,0.0631587731520995,0.8540753817545699,0.8341533168975641,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.743984028634416,0.0769514530355572,0.0591258822558141,0.8756668088277639,0.8630822685561181,4.0,0.7068212821786242,0.08232131084176,0.063352823836189,0.8532613988921651,0.8323856539105603,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7441177012584277,0.0769024948550797,0.0590553975650567,0.8754913471410013,0.8636381992938534,2.0,0.7088297593479642,0.0821616009435258,0.0630727243080724,0.8540793413530021,0.8334250497673138,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.7435788255424491,0.0770276455560401,0.0591782846710312,0.8754525897995031,0.8633043020570139,3.0,0.7083942044129924,0.0820348335830323,0.0631680572090037,0.85376740121494,0.8336940102610343,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7603025337199382,0.0745470291637668,0.0565275067553257,0.8813848856659741,0.8643908529442307,3.0,0.703552747030103,0.0823842705807071,0.0625116767896425,0.8475955579075025,0.8190574838355769,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7593924070486324,0.0745459724507662,0.0565922784468809,0.8811088804169132,0.8638901568807478,2.0,0.7060682204257014,0.0826609645773147,0.0626931099225753,0.849215313222111,0.8226537672682442,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7593296970367206,0.0746529499844111,0.0566299658983509,0.8811229101087638,0.8635841831355203,1.0,0.70606733579949,0.0822349670589808,0.0625368378899479,0.849534713054743,0.821198944030671,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7596915677260082,0.0744876706953327,0.056505423881978,0.8812421704302712,0.8645971404101925,0.0,0.708034753064162,0.0824395342600892,0.062627131842665,0.850293556604812,0.8228678472862682,0.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.7589403189586404,0.0746688836218964,0.0566428679835138,0.8808798763416318,0.8639859733682385,4.0,0.7094887141984826,0.0819496564270633,0.0623288396977397,0.8509403742416497,0.8233511311079761,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7886472192044327,0.0698842104514288,0.0519548476964012,0.8928737729576015,0.8707922018751301,1.0,0.688270152587344,0.0850483770875069,0.0632545141204594,0.8340606442906797,0.7899259218101191,1.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7882447773667365,0.0699753971272162,0.0521277670978181,0.8926315918724185,0.8702065203841218,4.0,0.6884151649479846,0.084908937847689,0.0630668716660842,0.8348233166858018,0.7941181902111502,4.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7895585952848512,0.0698197154434637,0.05182898304026,0.8932253087049715,0.8712414279076002,2.0,0.6828262083075585,0.0853633589207368,0.0634075022152022,0.8309556892038503,0.7898931391679793,2.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7893694868319305,0.0698676850931862,0.0519412596706061,0.8932839374285022,0.8712540992790201,3.0,0.6861841176665826,0.084828874745969,0.0630797018535465,0.8328983500009024,0.7916774493480111,3.0
random,sherwood,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.7893805998672275,0.0697286550132088,0.0518037531207714,0.893168425575668,0.871499430373005,0.0,0.6895038959871409,0.0850419972553351,0.0631477914107094,0.8343549875019115,0.7913345122152506,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1774786712302365,21.16667728083723,16.654372093023255,0.4439674618267278,0.4566882228799698,0.0,-0.0373223578940311,27.281627051603177,22.42180272108844,0.0112709857080487,0.0173862038847286,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1916998023722261,22.399630637184984,17.87811737089202,0.4562174120516648,0.4732036607699303,2.0,0.100885464806627,21.00286436333164,17.218245370370372,0.3243670080694015,0.2714000900379446,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2003414891968563,21.36715990458896,16.783575645756457,0.4788604820166198,0.4862122430351725,3.0,0.0400880872348707,25.351951601637392,20.735658823529413,0.244988396235513,0.2776738209619859,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2097148452991561,21.38520837101271,17.380269841269843,0.4757798454506834,0.4716400269478912,4.0,-0.0038973588637447,25.005664812120425,18.473220883534136,0.2618246263475539,0.2379203224046009,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2329141926794556,21.18807446023695,16.907444444444447,0.5158946433579198,0.5189339192387756,1.0,0.0199961297552331,24.93809843082157,20.113675675675683,0.1909065529728307,0.1726040178056782,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2281655422968257,22.02787138422424,17.477135338345864,0.4916151660145249,0.4726773434660018,4.0,-0.0056451221207687,22.273069311515098,18.101711111111108,0.2222500218694398,0.2437388101682951,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2368127817585368,21.517042025262608,17.161733082706768,0.4940700923608899,0.4766209268616924,0.0,-0.1062517660665944,24.39401847704337,20.241905555555554,0.0745286158786351,0.0513071680238646,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2649995772768,22.07860983223337,17.826308467741935,0.5268952808768418,0.5408313810584691,1.0,-0.0075678029665213,20.67178212301019,16.44906944444444,0.2077749668979633,0.2218220964684138,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2435210085625805,21.69430931742408,17.40710989010989,0.5028488486341298,0.4945592353219983,2.0,-0.0102855301514503,22.65771459726432,19.235445783132533,0.156939022144947,0.154687377029637,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2432580908022558,19.963490280236343,15.81364,0.5066800745144652,0.4998656990846731,3.0,-0.0334407326338546,28.65894324860118,22.98070987654321,0.1639031589278927,0.1892523628436241,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.418100512479463,18.265525787848794,14.621802919708028,0.6565528259469353,0.6191676800111576,2.0,-0.0245699958930765,26.143611846920443,20.666158536585368,0.1535839294724752,0.0744662904544632,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4147986795089573,18.265666510826968,14.24022372881356,0.6521417730966663,0.6206222357057408,0.0,0.1228286084440637,24.775307146695773,19.643590163934427,0.3665980857021019,0.3943732730814387,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3302375056861442,19.13672379623909,14.889519685039373,0.5803578604674647,0.5568325011683144,1.0,-0.0910385987454038,27.778319597428187,21.762323529411766,0.1035477762674887,0.0653772536693207,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3809439051777512,19.2285114268068,15.378011450381678,0.6301085144411012,0.5856797105629301,3.0,-0.1328455932882548,25.756503507790192,20.112563829787234,0.1307570474041663,0.1053137304482895,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3925577024389129,19.35926865405621,14.801180076628352,0.6346852986748386,0.633707488263188,4.0,-0.0478264562684329,23.57244960698154,19.3294,0.1683085219978211,0.1163917846864093,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1852112285606693,21.95695107886081,17.492597435897437,0.4416470600603445,0.4173523425066489,4.0,-0.1083880668584305,25.322515306522654,18.92588888888889,0.1439689879514955,0.1497224285223901,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1778049740323563,20.71238182792337,16.219464646464647,0.4348064860460824,0.4203420588588268,3.0,-0.0254395486709722,28.44235844995369,22.31821739130435,0.2048887457876409,0.2410212346372817,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2018184100154686,21.47254113162514,16.872908,0.4636248986943997,0.4554039007751348,0.0,0.0080186408690469,25.035722426864584,20.151462264150943,0.1629675752709309,0.1805224576164445,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1506438592756936,22.534913871790028,17.907039682539686,0.4020348373527898,0.3860106939201114,1.0,-0.0302942528255054,23.88126156723583,18.519679487179488,0.2391712486129131,0.2427297629629966,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2172983751037769,21.216676970308274,16.85511238825032,0.4785354673320148,0.4832458242592125,2.0,-0.0783170454027724,26.476053845710005,20.7591403508772,0.0389604113812751,0.0875982908680156,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2541309253218968,21.57620804954357,16.94387550200803,0.5145412227413511,0.5117652728570118,1.0,-0.0624052857215065,23.6610020584762,18.19297196261682,0.1529332556001798,0.1599956895606435,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2061087740598233,21.866870940290724,17.32769888475836,0.471576196006909,0.4382213204931258,0.0,0.1106100623605998,22.56071636233232,17.657218390804598,0.338149313147877,0.3468066396051874,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2515004882730977,21.127220933887006,16.85528027681661,0.5142676211684858,0.512294807919947,4.0,0.0255183158027663,23.959035497804887,18.1500447761194,0.2056417776147659,0.2198720954704316,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2087282700999617,22.4710748254113,17.791081881533103,0.4703906397555185,0.4693961127508478,2.0,0.0782124350692282,19.142484787713062,15.77546376811594,0.3244974959576151,0.2912339352874075,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2420734184386005,21.162866885251333,16.419272401433695,0.4994016661895731,0.4890286973004627,3.0,-0.0068395517619856,24.827278263646207,19.980935064935064,0.1935254653235877,0.1645985593354014,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3954777049251529,19.67700208525672,15.594483271375465,0.6410052752112232,0.6307121763022466,0.0,-0.0180608948635647,20.27514619899952,15.796655172413791,0.2596624573982952,0.2179240081855756,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3850543952250219,18.79719090696213,14.56284476534296,0.6446194741880071,0.598258659241351,4.0,0.0455863233148081,24.80770714357776,19.443164556962024,0.3463363896311132,0.3376095423563778,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3665290620488954,19.867060860714805,15.595380228136882,0.6124958273596535,0.5990000191303138,3.0,0.0777993646863358,21.0831299883942,16.742258064516133,0.3076961825372043,0.2599996269857878,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.391879894903942,19.083066787288075,14.847619433198382,0.6383350151682075,0.6178759656372351,2.0,-0.1044886979064423,25.462758148380857,19.93026605504587,0.1258599280167283,0.1374719961452777,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.393645240913047,18.779419310772617,14.52032129963899,0.6457373187156086,0.6115878931736851,1.0,-0.0149693906662526,25.5292110108292,20.6373417721519,0.2510291611786566,0.2513403806058021,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2175475279086031,21.44708154312105,16.73627777777778,0.5033812995459197,0.5030940858152139,3.0,-0.1012423258813928,26.08971383247553,20.92422480620156,0.040152178412277,0.0111327056253421,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2004236500123598,21.3432470505932,17.087003610108304,0.4722291182972606,0.4444137987106728,2.0,-0.0339307147148268,25.87363918784493,19.856949367088607,0.1522610233958149,0.1168702341199473,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2185865291611953,22.519018590291573,18.28485460992908,0.4932849751245998,0.4839725083999806,1.0,-0.0563870965100747,20.10706168927415,16.287436936936935,0.1822943150402918,0.1844515694354116,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2340230428516456,20.63965952189258,16.168547892720305,0.521189870149808,0.5075709115417437,4.0,0.0199668828120932,26.25889560885018,21.780582456140348,0.1886384581743379,0.1382003716426842,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2105598015104739,21.800521538064725,17.1716358974359,0.4911811213303948,0.4794656585492199,0.0,0.0354685322488522,23.61367185492807,19.31651388888889,0.2121345973452054,0.1861386273016905,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2601019978026784,20.129184219699457,16.01834262948207,0.5210498771041852,0.5071274019423663,4.0,-0.2037049977230232,28.82929977152873,22.81790952380953,0.0392183604964202,0.0811793581230032,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2689720706777646,21.12323591835022,16.816380701754387,0.5341955819975581,0.5144642386895122,3.0,0.0613165986860254,22.21299028539413,18.28251408450705,0.2777619562200388,0.2313419071413001,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2980752994142956,20.341591882333606,16.384491166077737,0.5628074199876358,0.5472803172274465,2.0,-0.0708539310873406,25.729297926576244,20.200917808219177,0.1163660248039489,0.0818832531161298,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2832073879948633,20.202808691509585,16.31762867647059,0.5422958587219541,0.5327702065586468,1.0,-0.076184760760587,26.58349127210882,21.262809523809523,0.0574317322546949,0.083780924274255,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2772877568238509,21.438709135154166,17.281107883817423,0.5448325115773975,0.527938880644617,0.0,0.0049860125714373,22.429304089060924,17.66274347826087,0.1988004348695091,0.1702599429103425,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4038687717846072,18.94273698692944,14.802401544401544,0.6441011998555659,0.6132628243594963,3.0,-0.1246094439730509,25.115931408685068,19.654319587628866,0.1302890000434763,0.1184818698839541,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3743610780979755,19.219937979096567,15.408039840637448,0.6175732882205622,0.5998740274597372,2.0,-0.441373874700925,29.08593637465496,22.981152380952384,-0.1611413776202199,-0.1133118044375809,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3914745814013123,19.90061702964616,16.104795180722892,0.6313328386725255,0.6046457939661413,1.0,-0.0048966540563109,21.60891755301695,16.466242990654205,0.2432484654712467,0.2524999448954326,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.377847962700628,18.415194961127867,14.59531349206349,0.6246825149579729,0.60882476063606,0.0,-0.276733663489306,30.2135051931697,23.36119230769231,-0.033851677044358,0.0275905481592162,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4080894748417021,18.937817327209963,15.237601532567046,0.6438129521211466,0.6047066494066684,4.0,-0.1120761706326376,24.560328506289203,19.300589473684205,0.1597305756256593,0.2046339747841994,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1905448401605834,21.515769320843305,17.03518817204301,0.4648145936063849,0.4462276670207209,3.0,0.0652236397790093,24.602097722903306,19.141305555555554,0.3499826733930909,0.2810706272985639,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.166996846636322,22.10056310553625,17.751798611111113,0.4320005200718483,0.417167481798426,1.0,0.1753215090349841,22.71945700818424,18.07961274509804,0.4449251299367921,0.3864564644806657,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.20913012933341,21.63357956009672,17.010829151732377,0.4807830882159113,0.4672562049048505,0.0,0.0281518162847239,23.895853339733545,19.012917748917747,0.3251245291680342,0.2850889588557064,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2145224266243893,21.094786372026263,16.735501272264628,0.4805986709202766,0.4807447640969837,4.0,-0.1439826483653927,27.816263838365,22.459379432624115,0.0091438789283791,-0.0222591482137051,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2160786289717678,21.64897179507548,17.32764188351921,0.488922191635031,0.4536076086812121,2.0,0.0434292829357344,23.26962709785672,17.575659003831415,0.2854085774236241,0.3251181249492675,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2366532851462491,21.62348436012824,16.893884615384614,0.5033670141953784,0.510096886763194,0.0,-0.0240203151775597,22.452230705379595,18.77837951807229,0.2607960267234854,0.2404953690639889,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2554208837235814,21.39814321218264,17.020170212765958,0.532860325890164,0.5103961737781169,1.0,-0.0023815675807596,22.86215606186996,17.473256756756758,0.2348558408105205,0.2354239170677526,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.205211436472684,21.795013379609355,17.118945895522387,0.4745489182403447,0.4524401368605835,2.0,0.1595509338456567,22.21917282010424,18.5020625,0.4163017013807505,0.3593392272198937,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2487548028202543,21.530023377171272,16.958365612648223,0.5161673003836875,0.4955105627933462,3.0,-0.0196757942256671,22.917949852395022,16.95471844660194,0.2983963303193123,0.346182253500002,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2734504459322255,20.37694878962755,16.223406639004146,0.5398936748358449,0.5412245001187421,4.0,-0.2540768315793411,28.24046144791732,21.808278260869564,-0.0897249603066466,-0.0625938266272555,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3419727079579427,20.13662761401292,15.841717472118958,0.5931889496562593,0.571515916068328,2.0,0.0260119607974997,21.91289966201874,18.072678160919537,0.2839680454387455,0.1906536775707281,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3483560600222847,20.37036607018473,16.028174242424242,0.599783643090341,0.5875588340658642,0.0,-0.3442123675730908,23.67578834851995,18.787554347826084,0.0989752101329629,0.0496744114360574,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3407967913945172,18.99259510011904,14.964876447876446,0.592028029801031,0.5534978997517929,4.0,0.0149637174838551,26.466559578215232,20.49194845360825,0.2199636872571299,0.1814051069780158,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3466564010383741,19.617661946291424,15.026099264705882,0.5944676120342738,0.5927294655773886,3.0,-0.1629048356252422,25.89298801569553,20.00914285714285,0.1396457733760893,0.142463728497808,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3279117990284046,20.325564620266185,15.911318996415767,0.5770327334213041,0.5430203637344776,1.0,0.0169046692149738,22.726146561163432,18.927857142857142,0.2297275980713074,0.2161799791043792,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1183368823572552,20.430006886608748,16.18951004016064,0.3494270328118989,0.3170376277978233,3.0,-0.0882356521785943,29.733652993912624,24.27268224299065,0.2252978518339153,0.1982169973273045,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.209938489689663,22.563605955884302,18.011526841448187,0.4902519649528872,0.4643232546800347,0.0,0.0269132546118295,20.85341355225861,17.374149812734082,0.2272267877446936,0.1558907526313167,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1870799916158753,23.223503686040903,18.95795555555556,0.4523336796196471,0.442749042514828,4.0,-0.1620531594838048,21.35036671226245,17.61682471264368,0.2378549276700612,0.2070185083214301,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.182811242781677,22.4069615390022,17.981018372703414,0.4380493708229505,0.3915844766250263,2.0,0.0076065581558276,23.33033781259695,19.44445424836601,0.1986710442188223,0.1827290899176922,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1901526045509133,21.94553809079388,17.71466788321168,0.4527672562278689,0.4496638745574883,1.0,0.0479698374638662,23.66564248344996,19.0579674796748,0.2401542348461548,0.1301276679187643,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2911164124982833,22.204950873603508,18.059269230769228,0.5559534329782134,0.5326796161432098,2.0,-0.1149765288459632,21.02108674007142,17.081360655737708,0.155707778570165,0.0834162219394452,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2360419186628578,20.858836652455647,16.680621399176953,0.4925945834964272,0.4418383025934947,3.0,-0.1214220877980838,27.00466682050129,21.59148230088495,0.0507069481393624,0.0662171097827039,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2333183787214311,20.19503209241033,16.279078651685392,0.4981130968331101,0.4628227153827906,4.0,-0.0407687760395192,28.449163557143883,21.98096629213483,0.1361792482286699,0.1196058820044827,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2251253695618813,21.24180166615184,17.273557915057914,0.4817584570309717,0.4613503776085125,1.0,0.0367171133451268,24.42969068867492,19.52221649484536,0.2149685636819907,0.2152940325778548,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1769604085256371,22.235409728444672,17.910263066202095,0.4235159757944483,0.3964114970997464,0.0,0.1408440355026913,21.55718454970744,17.545043478260872,0.398129571366353,0.3363873031635285,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.258722473968652,18.66519026386673,14.576839357429716,0.5112235577375274,0.4905369179237798,3.0,-0.0214913681127404,29.81980560809665,24.4356261682243,0.2449709119134977,0.2132715815566328,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3408186278439771,19.13388169030168,15.068715384615384,0.588623336943676,0.5273371710572976,2.0,-0.092786338401368,27.32963510493234,22.15590625,0.1053785543541746,0.1174874692484647,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3174828808026787,19.5879073256946,15.604776923076924,0.5650957492615676,0.517155239096699,1.0,-0.2115340142356445,28.76086249449212,22.04140625,0.0073185173133719,0.090628539666204,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2999474064612762,19.90550370341246,15.444544776119402,0.5527329336603654,0.5182944420365022,4.0,0.1111449912722541,24.561286532829,20.204147727272726,0.3600272417664252,0.2739881649504531,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3511252728162062,19.830480211950672,15.653705223880598,0.6040631872822821,0.5401188845145497,0.0,-0.2475983219654134,26.501644512438023,21.64979545454545,0.0651223478340409,-0.0219311377279521,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1951509609033451,21.377310783034424,17.14822807017544,0.4917948293558796,0.4054219121375064,4.0,-0.1385332684253426,27.20682756822664,21.40918960244648,-0.0380428809607949,-0.0717597590608683,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1620485025861641,21.847333876313098,17.4269677819083,0.4296058898009335,0.3926598509241288,1.0,0.1300382468890989,24.22136158659453,19.248873563218392,0.397562756069023,0.3604710594013815,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1562848991878715,23.348037883093586,18.38772202166065,0.4596605990297573,0.3826950822228197,0.0,-0.0163112175057136,19.64106386863252,16.294704641350215,0.1736829593799541,0.1626106046040287,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2382031836736831,21.965374676629743,17.661995288574797,0.5175562219909713,0.4462832364228725,2.0,-0.0155208570213003,20.10190087292041,16.07969406392694,0.1605556893683876,0.1268579597965844,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2166393265725154,21.96148783340394,17.601600550964186,0.499732102615913,0.47997292133881,3.0,0.0435907301206625,22.947091077203183,18.07545906432749,0.2798580432403263,0.1609239965675098,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2034784603851785,21.220419857884103,16.392480314960633,0.4776349838128151,0.3995733939903588,4.0,-0.0075160815158936,25.81136386000797,20.1434705882353,0.2575045667446647,0.2419709678451482,4.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1963832383900585,22.352618985427466,17.702215384615382,0.5054850457656779,0.4525625455423263,1.0,-0.008320839259198,22.667508643752257,17.543822916666667,0.1339286872565446,0.1101826960002585,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1967796069514763,22.46886751703343,18.001459999999998,0.4593581187361434,0.4515975191329902,2.0,0.1278624417701915,20.864957028178512,15.93543396226415,0.3985598884825555,0.4081971967086226,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2390507879250115,21.152723329722505,16.680954044117648,0.5258835049656003,0.4734782483074293,3.0,0.0162634536207414,24.669510951683623,20.17109523809524,0.2352004066294665,0.2465367125139746,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2565478779413165,21.26028912716354,16.9006,0.535193704740411,0.4948158630187895,0.0,-0.1005026392081911,24.90026733439337,19.092044554455445,0.1704242087292551,0.0824288823481784,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3907994620546066,19.04100928710416,15.075077490774907,0.6406131351065971,0.617225398676503,2.0,-0.2563967068552952,27.38746561132966,20.519176470588235,0.0789587216159221,-0.0408329932999441,2.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2462027889438351,21.33618376271548,16.151207272727273,0.5472238679768835,0.5300999389786013,0.0,-0.2874737828488558,26.96551013863889,21.881604938271604,0.0849462133189779,0.0492144891103404,0.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2622430944710809,21.47278651858653,17.025233215547704,0.5446034832761959,0.4991676545062714,3.0,-0.0737857613828729,22.0584050697048,16.989013698630135,0.2187556003607565,0.2275673885972431,3.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3341976999492174,20.53853464175985,15.978336996336996,0.5899064583294424,0.5606460872861632,1.0,0.0977346432419624,20.59479166378477,16.473168674698798,0.4358556638777819,0.3703198394845113,1.0
nucleobase,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3121087925419444,21.100049792907075,16.78368421052632,0.5964085345484107,0.5579942695500633,4.0,-0.246049013627511,22.0096814152318,17.410666666666668,0.0957039028919203,0.12746337456593,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1921727691620558,21.87638150225852,17.64728538011696,0.4612715726983069,0.4702095856110212,4.0,0.0158592542579291,24.439247820041228,18.89597183098592,0.1955833033788368,0.2281541595834672,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2058296021286922,21.9968234888054,17.66687953216374,0.4749035582259413,0.4855844265749522,3.0,-0.0888937126583051,23.300802691345908,18.43634272300469,0.1606670668504325,0.1366867873910127,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1880820662178095,22.0834441190998,17.467660818713448,0.4619962135903767,0.4689870963596272,2.0,0.0739682133714769,23.077358817138524,19.396413145539903,0.2732590087355707,0.2985102155555572,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1838670627694414,22.383786403674023,17.75762105263158,0.453115833783462,0.4765259700541888,0.0,0.0772034951815689,21.771651689118592,17.549600938967142,0.2972261119926316,0.2764443028626901,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.219149590173559,21.23310068378976,17.179076023391815,0.4934985536534891,0.483672873509534,1.0,-0.036010634831654,26.317276597456708,20.56899061032864,0.1028543078392881,0.1160295103957075,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2460562495813557,20.63089173613371,16.69156140350877,0.5063860401004392,0.4896411116663755,0.0,0.0881319917592459,25.565575691063422,19.92107042253521,0.3248762416990157,0.3861567095899906,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2061152022444611,21.739149571400425,17.391463157894734,0.4605744916277353,0.4389610524256479,1.0,0.1342261754617104,22.603613795268085,17.712661971830983,0.3981298843801457,0.4357478202548625,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2788557148799218,20.67429971957301,16.73862105263158,0.5435350681254294,0.5391107857381814,2.0,-0.0306997625415867,24.72981020299299,19.380422535211267,0.1446351764301059,0.1631901943359211,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2531041629850276,21.37220642943261,17.143401754385962,0.5209610674740038,0.5203130422793713,3.0,0.0619704739661538,22.12207477439545,17.469676056338027,0.273836666292236,0.3044936284372904,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2663405406313337,21.66536370666565,17.46400701754386,0.5343034200603164,0.5132139604741239,4.0,-0.1290281611140726,21.50497901273164,17.737352112676053,0.1255854397461548,0.138430583501006,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.418843312315039,18.977034014552263,14.964901754385965,0.6561711676290566,0.6055846182596811,3.0,0.0362549772613345,21.859469054026533,17.754788732394367,0.3272720494722658,0.3471495640509724,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3858031610501812,19.472368686864804,15.301989473684207,0.6288997586615167,0.6206597809463851,4.0,-0.085235108534688,23.338165288690828,17.83050704225352,0.1841621809127325,0.1897048960429242,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3954754704948362,19.23799372942338,15.454578947368422,0.6396042743265573,0.6146736094075042,2.0,0.1182765030745479,21.57640843672016,16.981140845070428,0.3717776734253603,0.4051006463979251,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3408841891859042,19.091408239255028,14.828164912280702,0.5873253429342249,0.5693419948675394,1.0,0.0770776677812741,26.491071051938864,21.621619718309866,0.3134626679827295,0.3323636180835957,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4372763797688578,18.098276522384715,14.078407017543858,0.671562641943889,0.6515291989827036,0.0,-0.0275201550368864,25.750188012167445,19.881591549295777,0.2022503004552941,0.1522803487592219,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2113728462040331,21.61162269801427,17.419237426900583,0.4781263984386046,0.470500658737687,4.0,-0.0216354825242619,24.93319812907405,18.011197183098588,0.1279898875920561,0.2048977607194803,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1869853417158615,22.69597382415878,17.843239766081872,0.4529948221440015,0.45834000753733,0.0,0.085801076690074,20.12649459584915,17.02556807511737,0.3010442127077367,0.2652291286276366,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1802386307926552,21.89966915900955,17.218383625730993,0.4403470735773788,0.4417848411774276,3.0,0.1032559965563195,23.63147757978897,18.98034741784037,0.378302060158772,0.3567404426559356,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1734180041984623,22.576360010678734,17.98065263157895,0.4393312904418713,0.4210496440446491,2.0,0.1334868756668903,20.992552064332457,16.181901408450706,0.3785952591471579,0.4226358148893359,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1767348860719779,21.79075122473756,17.078693567251463,0.4377602416883451,0.430577819110517,1.0,0.0877817990941316,24.735822021794554,19.88207981220657,0.3046698546326641,0.3223340040241448,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2257301210293214,21.357225043090875,16.399798245614033,0.4893289308133498,0.5094483450041823,3.0,0.0401667119985091,24.28852755852581,19.82820422535212,0.2649224077615419,0.2326961770623742,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2392198352235013,21.67438866391359,16.99697894736842,0.5094099616146635,0.5073695590448715,2.0,0.0745721470126359,21.671127921275385,17.013211267605634,0.2959736795685567,0.2936955063715626,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2714234001375928,21.32397184817076,16.71168947368421,0.5517936946109708,0.5511382376281099,1.0,0.0087429633300142,21.63543395731009,17.486661971830983,0.2403190724431853,0.2625608866699135,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2044342287437885,21.383703923926284,16.79447192982456,0.462465995620774,0.4594027943556895,0.0,0.0934558811574813,24.76561679377391,19.78705633802817,0.3095147998592003,0.3255197853789403,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2472886030261198,20.731773117862502,16.22540350877193,0.5135802210380597,0.5067325275037268,4.0,-0.1441907224637211,28.183409103909163,22.03964788732394,-0.0162019002767559,0.1192823608316566,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3743986926064093,19.08422324807736,15.036954385964911,0.6177573749431866,0.5904193457502527,0.0,0.1849465291922556,22.977223505027755,16.798535211267605,0.4563435179879576,0.4360365194361774,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3625603197273735,20.009056168943346,15.949564912280705,0.610345719619707,0.591362919754615,4.0,0.0504530597111231,20.878079674321675,15.37776056338028,0.3842902982895408,0.4143863179074445,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.396770535326573,19.2012670535868,15.103333333333332,0.6384357024988376,0.6076771040511988,3.0,-0.1505444756184071,24.285188044984984,19.80333802816901,0.1686435707215342,0.1809203631884773,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3830946362061959,18.791639379013137,14.550340350877192,0.6340573861920005,0.6165391024960214,2.0,0.012745031229552,25.97071997190596,19.761183098591545,0.2537825711976462,0.2437478516840496,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4009203548610416,19.42192407257071,15.359607017543857,0.6446271904654869,0.577566771916184,1.0,-0.0058078358472346,21.4509171687432,17.601549295774646,0.2861551493427525,0.3049295774647887,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1621436926721391,22.830579409875764,18.171159064327487,0.4276105719712715,0.4327717713534965,2.0,0.1126013718256011,20.540987830168337,16.18061971830986,0.3659393215058477,0.3978202548625083,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2021557875858498,22.26861142177911,17.750269005847954,0.479208790897338,0.5008091990539054,3.0,0.0017381237398127,21.225678265769048,18.19045539906104,0.3189924020916173,0.2347082494969818,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1804195793085347,22.236474415605265,17.631300584795323,0.4539819156202298,0.4468202322082024,4.0,0.1528892186697507,21.786678038962155,18.21462441314554,0.4199796583811609,0.409590878604963,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1801146714467425,22.31340483895751,17.723352046783624,0.4539581950474143,0.4685027262524162,1.0,0.1531221249333021,21.53742142319388,17.74506572769953,0.4028514263807605,0.3467136150234741,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1595122581783177,22.28315484795135,17.641037426900585,0.4226272680748602,0.4263321908995189,0.0,0.1348432798911087,23.04193934779945,18.114244131455404,0.3751499516278783,0.3947551538967861,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.284156260734684,20.507012605512084,16.458987719298246,0.5591504857883931,0.5489319905949804,4.0,-0.1366790880473878,26.2827958135098,20.91271830985916,0.08522511084718,0.0871562709590878,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2634454637822853,21.303894673089832,17.230684210526316,0.5359134482251385,0.5420440671294131,0.0,0.0503724212066065,21.830682343861625,16.941464788732397,0.2539093373692115,0.2488262910798122,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2026620498770199,21.53991227213398,17.09622807017544,0.4600253329719715,0.4590952134536268,1.0,0.2062337602840406,22.32148178735226,17.81295774647887,0.5247420917862926,0.4856807511737088,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2663414218238719,21.013109628298167,16.793042105263158,0.5427270843760481,0.5356300203959262,2.0,0.0359974212667887,23.413280587289663,19.10171830985915,0.2415633805925721,0.2683433936955063,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2815269446931763,20.532813543845272,16.319336842105265,0.552800501893298,0.5207309333745332,3.0,0.0251551513233601,24.65995355063992,20.62949295774648,0.2139566241901705,0.2370556673373574,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3573431992175574,19.578592257065395,15.775652631578946,0.6032769904884416,0.5779524505889826,4.0,0.0837119893559906,23.20776471689873,19.087915492957748,0.3514706931263677,0.4133132126089872,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4178359594613854,19.412314848000342,15.644045614035088,0.6563374776547988,0.6471604270771213,1.0,-0.3189953594261059,21.90970003233824,17.378661971830986,0.2020164263841641,0.1886653252850435,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4178509931997433,18.519606617871283,14.895968421052634,0.6614749913292901,0.6308031152377954,2.0,-0.0274986590896362,25.255090727931595,20.815647887323944,0.2608914206009868,0.240543259557344,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4353940563811339,18.36337681278749,14.694249122807015,0.6718709283543864,0.6439749111876362,3.0,-0.0226818031877016,24.541006936938697,19.63097183098592,0.226487400147658,0.2431945271256418,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4016563703542081,18.237181285744867,14.472687719298246,0.6436511381541618,0.6158313339857678,0.0,0.0689309977846571,26.482133393752605,22.13939436619718,0.3241095468250785,0.2729231465819134,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2014424927320275,22.20371079389892,17.686456140350874,0.480424187510194,0.4589470955869597,0.0,0.1583713691139989,20.65857401651748,16.985028169014086,0.4008930337327618,0.3636683741607864,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2063138012965456,22.500445253892018,18.00407134502924,0.4764326667358208,0.4633365792869824,1.0,0.0558170659473455,19.83753552535886,16.270774647887322,0.2700550847571111,0.2663648558014754,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2018491494632109,21.648913504612985,17.05981871345029,0.4697883495948344,0.4600608454209764,2.0,0.0650357320449678,24.12784519465196,20.34678873239437,0.2576796884023162,0.2195506371562709,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1840722733154763,21.52070819890591,16.926407017543863,0.4457538229113392,0.4355915821549385,3.0,-0.0293883841476494,25.946986771061727,20.50237558685446,0.3726986188102597,0.3523809523809523,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1659678266960847,20.980351061977505,16.505286549707602,0.4157099601953406,0.4308895539194321,4.0,-0.0521956827981706,28.59270796910044,22.6637323943662,0.324883749316632,0.2988623311836348,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.21168309435662,21.30174471680253,16.7617701754386,0.4783299713892384,0.4615218931528284,2.0,0.1356953339862289,24.12772020262288,19.889591549295773,0.3699113792670682,0.3666331321260898,2.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2431967077293165,21.621736751817885,17.067231578947368,0.5147617371241928,0.4963186233352322,0.0,0.0256356818412761,22.1953116751181,17.75211971830986,0.2356420941360973,0.2182092555331992,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2489769143636048,21.043643870829044,16.98708947368421,0.5123529918900518,0.4960108985244062,4.0,0.1138352526891542,23.42148188900012,18.02995070422535,0.3631369654079232,0.3443326626425217,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2201947412467906,21.43838065678208,16.7470052631579,0.4755116996636483,0.4675131206547471,3.0,0.0514703173313129,24.244719768102144,20.120633802816908,0.2626678413309317,0.2568745808182427,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2324031899748885,21.003276569821697,16.201796491228073,0.5049734768176611,0.5025525279566574,1.0,0.0334204293951182,25.36877759022959,20.34729577464789,0.2775615059185546,0.3171723438436735,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2987263457061186,20.29253772445048,15.949543859649124,0.5511015413739694,0.5332552471051728,1.0,0.0718459696650025,23.98002072412736,19.185197183098595,0.3043123051136581,0.2784251916084148,1.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3814386457951328,19.17583401017971,15.20442105263158,0.6315546814022497,0.6329578142352063,0.0,0.1212103937127891,22.954649224681457,18.20725352112676,0.3659277807061792,0.3973876374019382,0.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.389978706798571,19.11854855543869,15.06038947368421,0.6346686148475353,0.6040547628071027,4.0,-0.0063130404360494,24.1640251858646,19.88785915492958,0.2556253075739183,0.2550972501676727,4.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3866480754969413,18.84579477351948,14.716442105263155,0.637290860390216,0.6188805320734575,3.0,0.0049912269862598,25.508036187737574,19.80345070422535,0.2388230891353769,0.3157832962096523,3.0
random,siRNA3,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.372147917228675,18.757174498065456,14.8404,0.6156501000853152,0.6006973068169312,2.0,-0.0472443203634063,27.37859522111553,21.24647887323944,0.2047346590819123,0.2113196790791826,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1848925410661417,22.26386720363757,17.75358947368421,0.4381852811714893,0.4416530287590148,3.0,0.021503935006502,23.09923387537145,19.41002347417841,0.2022168168766202,0.0846754248472484,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1535728453931583,22.13625102188046,17.84122573099415,0.4039853411018672,0.391215151423475,1.0,0.1077774304697435,24.302646728127687,19.315338028169016,0.3290472239413453,0.3427426454064564,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1561129058012033,21.78845120527745,17.298417543859646,0.4095180587961698,0.394554598198194,2.0,0.0921926251382,25.63629646353383,21.09617840375587,0.3275272482392445,0.2789305566133391,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1962597312502693,22.194026121975345,18.14006432748538,0.4561576671162211,0.430384451697506,0.0,-0.01004584636514,22.937733994542302,17.615305164319246,0.170323176017788,0.2026710934014624,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.192418092942831,22.33266070634132,18.307515789473683,0.460318392261381,0.422761295387766,4.0,0.0567929885955235,21.6056945222126,16.76030985915493,0.2757554515262491,0.293707818160394,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.199098609718085,21.10230453266832,17.031256140350877,0.4477463343030015,0.3873518042717142,4.0,0.0208661364587572,26.936078480122607,20.92994366197184,0.30062901829235,0.3117229353139001,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2503391659685566,20.899334721804784,16.45041754385965,0.5147410027127066,0.4750668654886142,0.0,0.0229570559956507,25.14447395202261,21.22032394366197,0.2041098937606988,0.2175403885085547,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2291756056572388,22.00639486685552,17.729243859649124,0.4878923844166407,0.4436911265698399,1.0,0.0416515107185415,21.084450692728147,17.349633802816903,0.2594803652760576,0.2750595259603659,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2066273983344575,21.450346257664098,17.396494736842104,0.4648825792716101,0.4408922185588205,2.0,0.1308890297883619,23.915938518377004,19.299992957746483,0.361900697570274,0.2628962348871303,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2792104708054952,21.34945371615092,17.485036842105263,0.5438145853399632,0.5145766113081264,3.0,-0.3539398996554495,23.78142157719749,19.617774647887323,-0.0683083516786258,-0.0727202609034686,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3436199758619623,20.27488461186799,16.023519298245613,0.5887996225398937,0.5381684791001426,0.0,-0.1401941306874781,22.63112493423012,18.972633802816908,0.1585860143568024,0.1605701111386122,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.350599247751862,19.937477640266845,15.8862350877193,0.5968851095572321,0.5648097413417389,2.0,-0.138826985407179,24.509623705744303,19.108169014084503,0.1967426960796494,0.1431026677174332,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2565996777709467,20.486136682019527,16.464294736842106,0.5068833128320759,0.4886956765290104,4.0,0.1726812872034877,24.306801595206487,20.03353521126761,0.4527168439157529,0.3832359426353882,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3227108790877,20.17272103870133,16.09298245614035,0.5698056115895539,0.5228833548142361,1.0,-0.094495604930878,24.822672876473124,20.34814084507041,0.2200779808154463,0.1494948648555031,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3177146564493812,20.301396890664464,16.254800000000003,0.5665184728414461,0.5155898164262233,3.0,0.1031296482875108,22.40096346771028,19.180507042253524,0.3735195156833354,0.2886055149851883,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.196563284509887,21.4538996662716,17.033225730994154,0.4696676219084766,0.4370540442516012,4.0,0.1876771541143491,23.612403207823345,19.70419718309859,0.4679949669294624,0.4252960489542179,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.231962091929058,22.10020787610065,17.626690058479532,0.496195837194602,0.459495624377945,3.0,0.0916737747855932,19.461501689594368,16.731272300469477,0.3415359218144793,0.3449044990875107,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2191070662110866,22.013244583814146,17.771318128654972,0.4801450877576675,0.4165954369239485,2.0,0.125276301148036,20.75576114346948,16.51149295774648,0.358217639268564,0.3363940616017836,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.221245850930815,21.42130924918731,17.18259649122807,0.5060409638392434,0.4554089205272457,1.0,0.1722569500220995,22.6736348618434,18.12858685446009,0.4433864325139066,0.4091801038950342,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2286956322748251,21.43521487186725,17.166719298245614,0.4821103567800809,0.4397438011195757,0.0,0.0811635853736341,23.33478882891681,18.739906103286383,0.3121438668685561,0.2451528059131335,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2386240367532129,21.44537767631581,17.101408771929826,0.506764508143764,0.4553432783090247,0.0,0.1875456463308175,21.332902280462136,17.41488028169014,0.4446189808563596,0.4509899403651626,0.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2273321522447106,21.305930756173083,16.77209649122807,0.4842048574775164,0.448116534741481,1.0,0.1394683805846908,22.928765566530824,17.69535915492957,0.4506215488580509,0.4001207518073276,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2517760651119872,20.86738523259716,16.80962105263158,0.5155217802973855,0.4928805524614651,4.0,0.1223924315384559,23.85800648592405,18.58857042253521,0.36334803280033,0.3576730043120234,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.261342379487046,21.20931328094153,17.20891929824561,0.5187101876579799,0.4878272389470817,3.0,-0.0309994198114575,22.480303078003047,17.511422535211267,0.2769444270136605,0.2799292308483337,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2832931702769212,21.229729723387205,17.27131929824561,0.5402513406292648,0.4962321496817058,2.0,-0.004128819416745,21.42937638639676,16.512732394366193,0.2317996757923832,0.2023497120759476,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.329637490949789,20.610068222603022,16.374624561403508,0.5891252588549006,0.5473091868396956,3.0,-0.083584808874249,21.848275462288925,17.47980281690141,0.1918258324888141,0.218099795682258,3.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3162168845112374,20.486119254394257,16.194063157894735,0.5659554287680096,0.5171256758042213,2.0,0.0017969582366684,22.49524543442302,17.85267605633803,0.2728904456065902,0.2848301042667613,2.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.378484437736068,18.388951446118924,14.60822105263158,0.616293873149688,0.541457733338497,1.0,0.0534101363851099,27.554640689896424,22.67205633802817,0.2980495076619577,0.2567964229306085,1.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3735769462011603,19.714298065376976,16.013543859649122,0.6190153150630969,0.5694845250151384,4.0,-0.0690432807142493,22.969738506179244,17.44230985915493,0.225702279069203,0.2256371189330688,4.0
random,siRNA3,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3349157424108437,19.94600469935437,15.976729824561405,0.584370460055293,0.5595597984518036,0.0,-0.0479689078776559,24.319847992251045,19.290281690140844,0.2594302507751891,0.2773384824682196,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1632592550932389,22.648774337443754,18.196764635603348,0.4205233825458313,0.3940268397412661,1.0,0.0025020973247438,22.985332980043232,18.63509523809524,0.1568578092310875,0.1448560969068624,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1831923930774587,22.426835850200195,18.334694647201943,0.4529530863701523,0.4318153412585854,2.0,-0.145065655975578,23.94228746721168,18.767000000000003,0.0612294495456513,0.1095003319511106,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.217036571113652,22.023686255330897,17.79326913580247,0.4930909807869547,0.4715313621417556,3.0,-0.2181429323014116,24.54196789409902,19.944058139534885,0.00985737764953,-0.0191990188216425,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1724159116969053,23.58922622356208,19.46298958333333,0.4314803694988008,0.4251982274245273,4.0,-0.3727939061305185,21.91863334803417,17.843963333333335,0.043582693540557,0.0247464746474647,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1717360440906465,20.687128980087053,16.66911154855643,0.4370903408919179,0.413859527844243,0.0,0.0047099634608073,27.942619289484664,22.33957189542484,0.1725464117516469,0.1626736631401575,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1472243270490304,22.71936156320014,18.42929197080292,0.3870375403735637,0.3848813849519278,3.0,0.0069501746448438,23.33538785365453,19.159573170731708,0.2627776007876299,0.2507264831684461,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2306843524237759,21.7928353330574,17.125498023715416,0.4932782069777969,0.4674601945461124,0.0,-0.1331803193238436,24.418112569838417,20.5875291262136,0.0815649527653452,0.0433381108500079,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2453527798147048,20.85633438079596,17.09175,0.5102767504796887,0.5042156005437661,2.0,-0.0677671912642956,26.18730649368973,20.346266666666665,0.0781316058280509,0.0786681483310696,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1803898311295922,22.80623400257205,18.446922509225093,0.4329549551187207,0.4228312333156025,1.0,-0.1276089600557204,22.61132647902764,18.45570588235294,0.1221061085570373,0.1113548532105004,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1943826408031018,22.35566293219258,18.19574558303887,0.4479203210382364,0.4499383186676133,4.0,-0.0952665292687802,22.39698801094309,18.38763698630137,0.2301228140786785,0.2536888628427838,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3329128462764815,19.45361542044668,15.488478764478764,0.5835388557981283,0.5601871173850963,0.0,-0.0518564419095586,26.38883138812569,21.41648453608247,0.171977413563875,0.1663160109404586,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3209864336239624,20.023389298902035,16.04903076923077,0.5756871451728098,0.5385797872621961,1.0,-0.2368754520985141,26.76331154635172,22.20890625,0.0652916812350861,0.0777067126065694,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3393464562179586,20.064608423977457,16.329532075471697,0.5885507908713422,0.5429543935514808,2.0,-0.1062791101799804,24.70933561196285,19.306736263736266,0.1453565144041178,0.1324345631079025,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3051180152260612,19.914938652825843,15.69789641434263,0.5592351531446059,0.5219664450387901,3.0,0.0332523785819449,24.927163216440167,19.71700952380952,0.2623069534268273,0.2606534348647648,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3478471886673288,19.798942092667627,15.760712686567164,0.5917434359560932,0.545725876498868,4.0,-0.1693367296364913,25.92642149802363,20.555897727272725,0.0623874888260103,0.0717575266619932,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.139878058439563,22.01255747528961,17.66171834625323,0.3875186468399386,0.3968499837975254,0.0,-0.0763291247202861,26.59477280055096,22.070857142857143,-0.0196933472769248,-0.0581897238745545,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1458605558036924,22.943894076785195,18.444448856799035,0.3914682947735954,0.3926304925201958,1.0,-0.1080325021749255,23.34931176017184,18.90623628691983,0.0667736571483152,0.144378583002211,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1562735109520971,22.77511132544453,18.071956304619224,0.4144180821404888,0.3660155277844893,2.0,-0.1744380691747276,23.998442224205185,18.303048689138578,0.0938241827641936,0.0775028834825009,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1383903339938959,22.378739059412908,17.743636363636362,0.3787060568731045,0.3567390064387878,3.0,-0.0704476917633958,25.71482725980036,20.72558024691358,0.0854519987497346,0.0839322715250026,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1495903660066762,23.60778062537801,18.8659373433584,0.3959727615916496,0.3914160996748727,4.0,-0.2113801963536057,21.573080338957418,17.752148148148144,0.0503193407288139,0.0996258781992971,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.180820314892426,22.68504500390507,18.199791984732823,0.432806138613575,0.3892743979591682,2.0,-0.0111225011918241,22.464500636346795,17.414882978723405,0.1761682675373194,0.1638123173522133,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1974327260599909,22.478254807278383,17.893964980544748,0.4527117860916436,0.4251510266597891,4.0,-0.1002226732767659,22.94671395529128,17.760631313131316,0.1429000858861382,0.155424104589811,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1567745616181701,22.16601809763839,17.886669144981415,0.3991424370846269,0.4020110121720756,3.0,-0.0084732603486816,25.31362520427998,20.204241379310343,0.1349598278079344,0.0793358606109207,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1928540359285185,22.094824216766497,17.849698113207545,0.4446245078226538,0.419348021115334,0.0,-0.062080264909563,24.56164690686421,20.05728021978022,0.1314988391953445,0.1253155384299839,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1785109093399007,21.27636386160018,16.829536964980544,0.4283725140301102,0.4258134880520673,1.0,-0.0999709432460513,27.955407762843823,22.80020202020202,-0.0551902536953405,-0.0106865224895209,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3423390463373029,20.396254928038925,16.25744029850746,0.5921737404528735,0.5874022900225786,1.0,-0.4425601371492909,25.04632478324369,21.237329545454543,0.0933492368924932,0.0449264068124833,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3075852668916449,19.99170330440301,15.99547744360902,0.5567221720463147,0.5469137038296802,0.0,-0.1117750983964958,26.28189478921014,21.150777777777776,0.1183118550938002,0.0789236486965926,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3642034969400151,19.53620204295976,15.61094661921708,0.6098628099929282,0.5714222745154444,2.0,-0.2019578327528068,26.077978925011298,20.68977333333333,0.0680257077862149,0.0227027027027027,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3227113019914683,19.836441975657408,15.788579710144928,0.5719542649175098,0.5591016155470866,3.0,-0.1333860098602988,26.37120153974786,20.621225,0.0896398253295389,0.0642994860506004,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2909422891818435,19.11941236534425,15.4494,0.5426874988496275,0.5280112262744836,4.0,-0.0253933383953643,28.427292309495552,22.87919801980198,0.1924664929569297,0.2134769947582993,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1440345394592351,21.916229540478792,17.503321637426897,0.3877598850927037,0.3549956423274928,0.0,0.008270147745695,26.664431161960373,20.929544600938968,0.170755216580969,0.1734741784037558,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1530613655018056,22.60869920651178,17.892568421052633,0.4028033829569644,0.3845521017725296,1.0,-0.0309316268784034,24.01208495228743,20.07444131455399,0.1576463347181893,0.2134491402585094,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1244003174392281,22.380678811665994,17.994530994152047,0.3608347332493096,0.3333522543850113,3.0,0.0715425746440432,25.269972042736587,20.394934272300468,0.2797453730928276,0.2023138832997987,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1535318646506555,22.408420070746992,17.859569590643275,0.4034209496990963,0.4003304703371314,4.0,0.0123499938884079,24.442763548712705,20.18547887323944,0.1672210178413359,0.1523809523809523,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1761216934932289,22.660341880809423,18.04693099415205,0.440254414747723,0.4322004552455677,2.0,-0.0849896543120019,22.92733693077086,18.918896713615027,0.0596267299260417,0.0227533765381616,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1831837294739319,21.855329816072285,17.224377192982455,0.4322528002672989,0.4017818449117575,3.0,0.0383527720292425,24.433017345430603,20.76647183098592,0.2616480639965175,0.2432595573440643,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1889288929329559,22.298509914853213,17.68295087719298,0.4412889949583176,0.4286730690677801,4.0,0.0159772832388567,22.41406092056288,18.75577464788732,0.2589154981140656,0.2690498746730591,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.1697491586382848,22.317308070706176,17.804989473684213,0.4163037053635841,0.4181578876432784,2.0,0.0197216119350673,23.55379843563409,19.42849295774648,0.267345815523986,0.2596244131455399,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.196421315933652,21.582870274359355,17.350577192982456,0.4497777950773981,0.4225634778439965,1.0,0.0636186256158988,24.806528182340784,19.844570422535213,0.27224772299814,0.2690140845070422,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.205588884129037,21.98644091495978,17.866115789473685,0.4607464913026629,0.4473447219922649,0.0,-0.018633059139919,23.534521088150303,18.222401408450704,0.1605137121286422,0.1571093226022803,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3373467786134136,20.13819566404868,16.26798596491228,0.5853391942820605,0.5574436998568513,0.0,-0.1240203404499349,24.298575509455947,19.542633802816898,0.1548195391275303,0.1134473507712944,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3582950071075144,19.81534483313728,16.15358596491228,0.6029792390133393,0.5549406792939552,1.0,-0.1227824722754562,24.39843452955451,19.027633802816897,0.1424630700157486,0.178422018970212,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3140191954537923,20.314489318468613,16.779596491228073,0.5627696671918571,0.4943277027229921,2.0,0.0144597285079051,23.724494606884942,19.11491549295775,0.2486266736225134,0.3041247484909456,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3354059981947415,20.410913000888144,16.087094736842104,0.5815777009631917,0.5632962960228225,3.0,-0.397803261235397,25.26312487362325,21.172352112676062,0.0553944239682851,0.0191146881287726,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2879567171535897,20.54239663813832,16.78758947368421,0.5411455368318306,0.4971079298398448,4.0,0.0182047055937011,24.419575310065152,19.22288732394366,0.2751017958115787,0.2558203875038553,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1344635355558823,22.490055549714405,17.71287251461988,0.3813614932670294,0.3909201230855549,2.0,0.0676186298154726,24.40446581271692,19.820220657276995,0.2664650145428707,0.2759557344064385,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1120045783915864,22.03469982134461,17.376191812865496,0.3368348311333442,0.3333128571189684,4.0,-0.0055348658042821,28.19363003142701,23.17383568075117,0.1038541431320752,0.0655935613682092,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1565895431482231,22.62081345745977,18.16697894736842,0.4116592130127843,0.4231768916389918,0.0,0.008797708293682,23.193210400779705,18.583107981220657,0.1920766755070436,0.2053001785801405,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1406085607286183,22.614027164123755,17.98283625730994,0.386272222138694,0.3897738222135202,3.0,-0.0284022935526035,24.71890818672341,20.372197183098592,0.1011198427305973,0.09299128101945,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1555932501989314,22.17570685994928,17.583033918128656,0.4120095379762166,0.384181426495002,1.0,-0.0812938724437768,25.7775495401065,21.073140845070423,0.1133678282861388,0.1473855414667948,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2149661081634131,21.68841501549181,17.197701754385967,0.4738025498721313,0.4477603236072737,2.0,-0.2043421712432656,25.650144005031887,21.2642676056338,0.0530830357450626,0.1136998130473646,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1849702073607223,21.56580255691135,17.149110526315788,0.4332236464126424,0.3997439178879249,1.0,0.054268747689624,25.492005359524,19.90844366197183,0.2502492975545474,0.2145390219644641,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1445869723397093,22.727392968714778,17.88498947368421,0.3804793267455663,0.3840693557629725,4.0,-0.0425003762337237,23.429903051893465,20.276901408450705,0.2457147683867631,0.1714285714285714,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1665886404377516,22.256222315126863,17.517312280701756,0.4127996250306841,0.421333923601007,3.0,-0.0123675380491838,23.49737989529177,19.685436619718303,0.3150656881156055,0.2625273518481918,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1898645543079277,22.33711437440921,17.912470175438596,0.4420702485629983,0.4367346208805509,0.0,0.0764877015044832,21.70867395766033,17.952830985915494,0.3026304589951714,0.2167523201980951,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3292840587782555,20.573743816782507,16.51445614035088,0.5785317851784385,0.5624382959962472,0.0,-0.1912212380102058,23.20555014506684,18.290380281690137,0.17299057607316,0.202302204177103,0.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3162634499700938,20.28623100286877,15.930884210526315,0.5636450588090984,0.564246681753566,1.0,-0.0578540144516692,24.24611505863609,19.81059154929577,0.2262140908658017,0.2913002288853955,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3652973805477221,18.70213306569648,14.977284210526316,0.6112722309136742,0.5829496960514535,3.0,-0.0129229111300623,27.763902353113828,21.80970422535212,0.1892002455994518,0.1605298457411133,3.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3552959744498205,19.99305106815953,16.233933333333333,0.6012582431342208,0.593322785925818,2.0,-0.2229367446791306,24.666659151375587,19.97436619718309,0.1166374013450538,0.1015425888665325,2.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3089327738114544,20.05390624554885,16.071115789473684,0.5573696927370375,0.5232223540075012,4.0,0.0557257831114544,24.767913953168307,19.047140845070423,0.2814909425125414,0.280281690140845,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1372320943027797,29.695416857980337,24.95490489901136,0.3868399870626435,0.3768024748815065,3.0,0.1007364187546397,30.664786976677465,25.250619823638683,0.322015683577419,0.3083010334861711,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2231910853231149,28.643710400389978,23.225560127600776,0.4852978557764954,0.5032691621910501,4.0,-0.0184154713494002,30.978265596021348,26.01824051772128,0.1351966481811703,0.1318117846734637,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1761703885890526,29.64262675922074,24.3096573723585,0.430782451166586,0.4410363853764237,0.0,0.0014173169334522,29.846167632113985,25.23109657776074,0.152677412093473,0.1494997996458829,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2398837383364195,27.59230510380888,21.903274859799875,0.5031048750467073,0.5303655000724109,1.0,0.0025549035109838,33.536041668636784,29.09602679299248,0.2057101155578892,0.1849009873735868,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2345767609449643,27.9236367986217,21.893749416715256,0.4924555831089184,0.5012660169940496,2.0,-0.0313184156459585,32.773811700125954,28.25824805934465,0.1387670190495978,0.0783621609884242,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2790423464954807,27.177503425215043,21.46694867181096,0.541349434910757,0.5536674923447784,3.0,0.0144869871314896,31.90044840155453,26.90755350422054,0.242205253682867,0.2174878722517943,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3212553054968416,27.381523213646915,22.07803421250681,0.5953064665652287,0.6192717220346404,0.0,-0.2690456376632331,31.75211022987029,26.45144922616737,0.0163056356118355,0.0079192690351794,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2879933286927062,27.15116098833256,21.528422997810377,0.5531135715168671,0.5591962180573968,1.0,-0.0939287274898832,33.2897924708534,28.337960355696925,0.0607255308687119,0.0818794675086179,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.274713956005256,27.85974286434876,22.99392553592148,0.5510348891825213,0.5564115749268499,2.0,-0.2681497262169838,31.96360095091403,27.013145801959777,-0.000691244617362,-0.0315366786376087,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2426619524560201,28.258414270665696,23.378451609797647,0.5155151407283636,0.5232471204442185,4.0,-0.1288144750165285,30.522242660366448,25.46878753726711,0.1021762393786035,0.0741847127781824,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3656894526519415,26.295166977167504,20.38016258437898,0.6158307417353632,0.6330783091155914,1.0,-0.0688701506571325,29.35868574025701,23.537767584994487,0.2434722704755451,0.2193812675258828,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.431225009074237,24.12722854340015,18.76672836259073,0.6680289000088204,0.6774993290511208,2.0,-0.1756254356234847,35.26939841536746,26.73922140500063,0.063785284073252,0.0864937201878986,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4011112243339467,25.19264173736632,19.33941115564088,0.6479048356759748,0.6555288993791566,4.0,-0.2143342392114098,34.093856469448035,28.341610732893784,0.0192057261210415,-0.0259637255778888,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.41357931458364,24.652479760987724,19.11168001312717,0.6534554046404013,0.6544435245856144,0.0,-0.2860433875626782,35.43736105685275,29.536668633683444,0.0320804076087503,0.0735602896249978,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3895672211145891,25.01320612526178,19.54490638363508,0.6366608676052526,0.6429508206141573,3.0,-0.1504420301649256,35.04798941854632,27.841211931634955,0.1229797356613675,0.0944721850402256,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1786270626747422,29.310436717985844,24.41603716236732,0.4415181979125169,0.4520831275504706,3.0,-0.0824426411961019,32.42189779136764,28.50540731386439,0.1398805820205346,0.1400419384543595,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2339882677450114,27.77342828366245,21.785528869119684,0.4880386886717038,0.5054922425233908,1.0,-0.0634030208108831,33.13190250431833,28.043016705717623,0.1139744361017665,0.1050622880153147,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2129822963022296,28.735534493167297,23.070147007364927,0.466516215600182,0.4761941025843287,0.0,0.0481571363244031,30.44438822690149,25.963029110477983,0.2336956729859833,0.2148751045815021,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1637806712712789,29.615140411256995,24.5403468728914,0.4114634677928471,0.4275466662033732,4.0,0.037800725942931,30.52898737291733,26.05806032663947,0.285983717307315,0.2656039740099055,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1624860246914469,28.831496423902035,23.70518724028191,0.414362157341743,0.4227664754394848,2.0,0.1526659104660225,31.65834536043853,26.29352208030337,0.393109296539901,0.3997180573847655,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2658752882079439,28.19183486590968,22.799861568724925,0.5308980097814264,0.5478201645552244,3.0,-0.1569205333811574,29.71747200981025,24.121266446476955,0.1875841617687362,0.1367328380915154,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2616146662804853,28.3076925990528,23.52189031197777,0.5335261839873041,0.5491149661768735,0.0,-0.3353134364822516,30.196143481449784,25.04249302695024,-0.0405249419656499,-0.1357068606090299,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2677360540167308,26.80748161987913,21.04250189654985,0.5268138660906061,0.5254429322303079,4.0,-0.1490548723163587,35.30631257033586,30.06745986570117,0.0578915381868172,0.0666183661898149,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2872734032923216,27.69669423232521,22.156827740765173,0.5511086243960202,0.5702434513759805,1.0,-0.154377131225786,32.000558902525626,26.27428703558005,0.0947668159836274,0.1163729341589438,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2691579513321489,27.794800716606563,22.432224820819425,0.5362286566924706,0.546427184600235,2.0,-0.168495399881462,32.351870701948066,27.322605865762338,0.1088393648995357,0.0992043013494404,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4289002941360464,24.13861142707668,18.694060987837,0.6678378058727543,0.6806736187815006,2.0,-0.2193655585585989,35.795758858285375,29.025181660273613,0.0514643994827787,0.0722929936943242,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4174851554960411,24.97035560042255,19.43206973594611,0.6585800448733423,0.6763293001790174,1.0,-0.0007992451861662,29.15109315018921,23.392499232238936,0.2146273997143157,0.2113184418720866,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3997963765929946,25.29357377426784,19.842406380702805,0.6434042828512422,0.6532669840841161,0.0,-0.2190840675121246,33.36301985915769,28.20096746993796,0.0469943235401882,0.0369444176930138,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3489643414178321,25.16605229260295,19.67645040803892,0.6018353855417876,0.6009336784569036,3.0,-0.068110381894668,35.91245616961021,29.39333549006611,0.1321476823309504,0.182870516232261,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3982821248171986,25.337399256687256,20.86393958216749,0.6462765898381624,0.6589464984494953,4.0,-0.4339045416934666,34.33934184016676,28.68943717904578,0.2214208974408921,0.1863871451927634,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1941217923311935,28.8610153188434,24.20342685631611,0.4531150446620196,0.461792692322525,2.0,0.0096878137451315,31.30306775169062,25.76613686931066,0.1642877882927966,0.226949221658421,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2346143387815472,27.970677345304345,22.791039466895768,0.498094491982647,0.5072835181107732,0.0,-0.0052173325719675,32.913928660287326,27.026843975113188,0.124983633324841,0.1058610471182204,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1530839694743049,28.2487420739996,22.927839819044635,0.3985052639351881,0.3979535636063036,1.0,-0.0224258073863214,33.42335126291552,28.28336982965232,0.200090121877372,0.1902632839088794,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2058879885076068,28.720148617984528,23.726079983738632,0.4628263201798969,0.4773267140828012,4.0,0.0115744449921356,31.41841530453568,25.18150634602796,0.1664276462060246,0.1598075382905636,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2024916612611074,29.16669248357441,24.09175248206068,0.4589748493224111,0.4699153833290957,3.0,0.0661802514396122,29.36312165572488,22.477948940904643,0.3348105088660419,0.34444529986912,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2110204096752774,28.086629039448177,23.02076006169792,0.4657105970696028,0.4500455178412783,2.0,0.0187630734030157,33.12649883882221,27.865670215868573,0.2355043390971549,0.2751969085554925,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.237379844102007,27.994461615954428,22.17710819644489,0.4954419493685317,0.5089578884571523,3.0,-0.0206996360350517,32.20614080795356,26.929836173073934,0.1789315274293441,0.0827893736493066,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2445387240364842,27.69322358096138,22.25755486090251,0.4985445604676933,0.5010058005146643,1.0,0.1329900165783906,30.444525723708782,25.808703827077487,0.3743680514979747,0.349022770672461,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2612731885450291,27.40689729057942,21.948682762662614,0.5213060544688344,0.5069598515922216,0.0,0.0735748892713625,30.563729011225394,26.090901692010632,0.2965231193067928,0.3083527830042946,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2496430923774691,27.664348708173545,22.7689774065993,0.5093673093917322,0.5042166118097123,4.0,-0.0807871664619104,33.16100091658699,27.73251321936779,0.1174897485790472,0.1507672233796543,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3851374417692914,25.024172316117696,19.512000471961045,0.6249108396530093,0.6264887167074173,1.0,-0.2753507995585891,36.30054602710175,30.96489206262828,-0.0410031244940652,-0.0495649492232135,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3638546717969453,26.14927188511773,20.56726409255089,0.6081369235254874,0.6199898894107663,2.0,-0.1737053943002586,32.56571368377004,26.387928649223245,0.0511386026073745,0.0735631218271065,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3632174801703191,25.61732884606003,20.85848355088375,0.6094832693243252,0.6072570943884753,3.0,-0.106113734034086,33.505184939361364,26.14494463710343,0.2289128033759412,0.2505376442291704,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3787989686540767,25.88377542722458,20.089020321208885,0.6242301673227608,0.6413044454738899,4.0,-0.2779857407089725,33.03602951527812,26.79638121337892,0.1283287882955613,0.0722038405695481,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.352367621879515,25.293519951631023,20.16464895246236,0.5998229788089038,0.5966057550171261,0.0,0.1095411110822147,32.154534829416704,26.2749761244688,0.3891564858847552,0.4291025753741599,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1962759937106613,28.434847058490192,23.2751106389518,0.4508019233300977,0.4608107545646324,4.0,0.0857162772882601,32.05230781131507,26.97082753414429,0.3033589803703572,0.3257698694386063,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1367084963354734,29.734321967232106,25.106428791986577,0.3781751619756587,0.3588997190459423,3.0,0.1987099448199962,28.966234403736724,24.369009459320164,0.5255530246714861,0.5346293189640472,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2191382353574809,26.7425165377872,21.616057313153828,0.4784162660244454,0.4790369827638266,2.0,-0.0621028052054697,35.951289665657505,30.32725624999765,0.0769736974977152,0.062383573820989,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1991300782435155,27.61322299677234,22.433968547899887,0.457547872927471,0.4655538388271714,1.0,0.0167160455800728,34.37062613983229,28.344783043937937,0.193509013317411,0.2126911257628241,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2340988999500389,28.05713475186763,22.659547684592187,0.4950468604292739,0.4992179439122934,0.0,-0.1181234048146804,33.35536129836774,28.33655202500588,-0.0111166218745293,-0.0228187649050995,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2983122956030842,26.781616282190672,21.92271461371211,0.5583275890556327,0.5674370194959723,4.0,-0.0470551387493194,33.25150706695841,25.855854026099543,0.0827998086799484,0.1410594536264895,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.226853905921133,27.75109542684264,22.32936832381593,0.4778115508756801,0.4656065988606174,3.0,-0.0837991714623915,33.13615107078887,27.67676793742279,0.2552744833742296,0.2742666937137776,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2805989620770323,27.2101967914758,21.875811725542462,0.5398651212276876,0.5393030461410669,2.0,-0.060439078986749,32.77492145219397,27.63461209197452,0.1065591296715454,0.1094637080284208,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2744654532488596,27.920011075289995,22.34404815600223,0.5395996593372695,0.5491190522452336,1.0,-0.023772716849248,30.684865175229085,26.041487337700502,0.1571187418607549,0.144570725088512,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2757329090193371,26.209082227545657,21.322441413282736,0.5333364762277057,0.5260953324029992,0.0,-0.099198772701649,37.67740625356284,31.55936009790872,0.0022337244156073,0.0358987222897249,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3313767408517183,26.02093648698328,20.582579280743563,0.5871291341982958,0.5822561050982238,1.0,0.0500859152666597,32.37067362093706,25.606300893768125,0.2960853677843817,0.335300282567314,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3534127678799145,25.466304936631943,20.5590154739386,0.6003201588158631,0.5985716557526829,4.0,-0.0642910707674861,34.76000045338933,27.63737055509297,0.2102046395378267,0.2023083356968017,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3677905970904627,24.878486081944267,19.148622032384903,0.612387719239927,0.6255386890235839,2.0,-0.1388446375355374,35.53046219696633,29.600526124099304,0.1825494064826835,0.1365597926210504,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3879217715792289,24.61612174201377,19.891285909043265,0.6284012722044963,0.6209873182694342,0.0,-0.0819393647986195,35.30343985486155,27.60091316734927,0.1572175808626539,0.1390874129150009,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4220696687114981,24.32967435330722,19.34353761940243,0.6561507189411109,0.6573342971801901,3.0,-0.2539965601689822,36.47068545703081,28.54731763759077,0.00233339686455,0.0257592605802649,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},-0.1160196889322255,33.392349823208605,25.40499637960263,0.2246214235202485,0.1732095659929235,4.0,-0.0229251387414877,33.605526332626496,26.226338335924645,0.2264095693908441,0.2775283017815804,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},-0.1150374036374342,34.647754523333376,26.779369059909108,0.2297353159340019,0.1939706328272926,0.0,-0.1353255637186612,31.25362190934553,23.81966985466035,0.0231164971103227,0.0234032696195015,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},-0.0569827090775618,33.3022481550239,25.594169140310395,0.3000448466159767,0.287929008402044,1.0,-0.1371370472599569,32.8891199687814,24.65559236148418,0.0659561844539859,0.018771486040762,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},-0.192007765362949,35.875518113482144,27.13403110503752,0.2432497947581843,0.1960299371026538,2.0,-0.0532972471540016,28.46028277151147,21.93124447464972,0.1005231656565943,0.1781049429969783,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},-0.0572909565176185,32.17367739424983,24.78234955559619,0.3029348684692612,0.2668871722587689,3.0,-0.1126751207241094,36.36882683170796,25.969116281071404,0.0770172063164862,0.0798255923290615,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},-0.2774498541144361,36.86317458604179,26.864127042130374,0.2338542923143498,0.2016825750523376,0.0,-0.1330643422702417,33.06049813953385,25.25019156748787,0.2579422274768964,0.2640558907205571,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},-0.10179222430384,34.08382330632017,24.888152683858618,0.3424373373725036,0.3484537031845499,1.0,-0.5090748124513274,38.34583358459852,28.41680568782918,-0.0734876825187404,-0.0645204297344711,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},-0.0892953636121962,34.32530139981777,25.65578951519645,0.2756718106743815,0.283889819982554,2.0,-0.2650805679567887,33.22410574254266,25.14961451579427,0.1053329501562492,0.0289774526810266,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},-0.036995023202436,33.80434667862802,26.79391254343961,0.2352744651578907,0.219188450668396,3.0,-0.0878394048512514,28.35438759350333,22.07065658457482,0.0376056138400618,0.0905242461529796,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},-0.2507701658020318,35.09117025301346,24.969450970399794,0.2466333137231225,0.1642955741133451,4.0,-0.1302892073095083,35.200255288291295,28.74908919255332,0.0831072950100626,0.0657547961669966,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.1197120064982253,34.42986099401576,25.88527948566893,0.2352321971463383,0.1667454752081197,4.0,-0.3101994748304635,34.81535478952078,25.227595310880943,0.0220092479521928,0.0899569887889128,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.2005293585822947,34.007627921246126,25.09656410291449,0.2000008755900174,0.2332743820292162,3.0,-0.3108884315392839,40.5103700047242,30.45265734595676,0.1146317523739075,0.1535995684902005,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.1676297534919473,34.801404746237885,25.58334790932766,0.2966678636707012,0.3399899023249484,2.0,-0.8217441071719904,43.17866883268342,33.04595659367561,-0.1156062261173336,-0.1040434841575432,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.2311829759588475,35.663863813415475,25.765521023882755,0.288306975565535,0.2735347896346479,1.0,-0.3939766029555875,38.00844008145641,28.76642550621841,-0.0836397333553184,-0.0625997806078938,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.2111604875610924,35.46038000250127,25.691211745093348,0.2636541840511313,0.2830467744565391,0.0,-0.5834822738475114,40.10990278671924,31.01129527071234,-0.070516834326698,-0.0889543222807149,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.0977237645878281,33.470957257987536,24.00857525188762,0.3300386176865896,0.3305025308914932,2.0,-0.815794943640431,43.31196340194276,33.307562377480046,0.0432734222968838,0.0239653950622087,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.2097957396902425,35.336611358621504,25.509743635452026,0.2630013771164147,0.2463862331900565,0.0,-0.3665090869521277,37.53233086965464,28.128937915172383,0.1314529520602751,0.1336753872701863,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.1740704878910357,33.810965639763936,24.053637975666867,0.2461214735558154,0.2469026835214901,1.0,-0.3070967040850803,38.03330106800552,31.147228169986345,0.0886920828920844,0.104812334784897,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.1462554942000824,33.10769335542543,24.212094852322373,0.2883042435997923,0.2638379481692856,3.0,-0.2121570253171123,38.47808000860472,29.70926673351917,0.0692648421684374,0.1055366930433993,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.1330425779078816,35.0240858396513,27.205455484668523,0.2328155657498689,0.2110110795366645,4.0,-0.0885008900521344,29.06090300270692,23.71930614708776,0.0026805732295547,-0.0187276947215836,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.2558285594843703,34.66094477143184,24.962027690757782,0.2807164440152986,0.2707379566202437,4.0,-0.5438025218985321,44.6526098691125,33.00217755370651,0.1094421267502594,0.0980554997180325,4.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.1354585223645261,33.74531221134038,25.378026525483826,0.2617665754540377,0.246485196719543,0.0,-0.1838455747720937,36.88701825688467,25.51733282332439,0.101048461668298,0.1004429383571837,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.2120550368795579,35.66469775586717,26.222210578672488,0.2659797801747091,0.2652635080868057,3.0,-0.3997366615518767,36.95971689962273,26.648306138647083,-0.0101978762929531,0.0758199706281023,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0880733922394803,32.1463598444555,24.949492318198555,0.1906374876401059,0.1446980324276727,2.0,0.0783301830506535,33.603077193835986,26.55469257661506,0.3400100330206004,0.3365373195243658,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.1055329974711554,34.125156244758614,25.580405433199623,0.2884694312599372,0.2771940019160065,1.0,-0.3493944937097586,36.259689496176215,27.4692355341844,-0.0061967542048953,-0.0044725207455605,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.3059844712164232,37.13048383788717,26.74997049639904,0.2677679493269409,0.3226776122812763,0.0,-0.8256947823014134,42.0068263732394,30.587518450836782,-0.0919874839224896,-0.15414916798237,0.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.242324547983012,36.244864610451394,26.231045180104147,0.2208172325760793,0.2011215045288449,1.0,-0.8017813994487808,41.23633691033365,31.372438379760204,0.1499334789843471,0.0939201973608818,1.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.2856410380585366,36.63411401504234,26.876768622782688,0.2767711882763054,0.2579706899415817,2.0,-0.3997231754328747,36.16641948502119,23.52216578689264,0.0185515988365363,0.1118638635260014,2.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.2123785090903376,36.41923434475604,26.048793780533536,0.2982859213175431,0.3160989750013307,3.0,-0.9297125124492696,40.40069814813038,30.334103822307448,-0.2197634740117917,-0.1866633578430205,3.0
nucleobase,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0977309761170988,32.97825924245224,24.25195515401453,0.24523291990149,0.25515011884926,4.0,-0.5090505617857175,40.66987466235007,32.22899728864174,0.1594004135951976,0.1483476104373196,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2067783826251507,28.736166606739737,23.410359333859624,0.4631144169698191,0.474907264520309,4.0,0.024946552436788,31.32455594491842,24.871644439128897,0.2486725654949222,0.3188900144363168,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2280300428327337,27.83790134848617,22.48585395731003,0.4901288220275808,0.5138726219345211,1.0,0.0802199691404605,32.55687204039687,26.25746224505261,0.3105610059312498,0.323888892807879,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1896748271287935,29.510711076945988,24.041524104814886,0.4417614380858095,0.4410165836030557,3.0,0.0737207381725073,28.295712422296127,22.95632135956761,0.2956055878993751,0.326164987692966,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.210751229658163,28.96007719272336,23.485214974704952,0.4731439477188001,0.4863308591888687,2.0,0.0272685727779634,29.30363459097608,24.073291001602247,0.2481916493962277,0.3073007414126695,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1967434048626452,28.385188026756115,23.122016386264303,0.4580902217139376,0.4734434448773616,0.0,0.165997936595334,31.10598129578048,25.052652245602115,0.4139425431265223,0.4491348877486231,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2668019601947187,28.50960547013748,22.83766229572856,0.5323024738073441,0.5450577845428348,3.0,0.0807243856885381,25.951002931353305,21.271258046286352,0.3315798496433235,0.3463544674841561,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2721526269677441,27.963851488490626,22.83457131777836,0.5360169019077043,0.5390365279844439,4.0,0.0618675353256378,28.337039274729,22.406501990133624,0.2655418240301825,0.2701396433493411,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2906720584308936,27.092841797345944,21.467749368340336,0.553547490671634,0.5706221597916843,0.0,0.0538191767985415,31.238437656838364,25.745312771571463,0.2715688922324852,0.2501534926318794,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2766245548529302,27.014365868768166,21.671559365136368,0.539062903186637,0.5495361152003176,1.0,0.1039961652695915,31.89375706603681,25.340597112532585,0.3311520166027992,0.3790917582568694,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2421717335579577,27.848955408976625,22.45098539173165,0.5095425105948115,0.530446578555761,2.0,0.1056756813443098,30.99727732867333,24.674932966139377,0.3513284259699203,0.2954469131704801,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3927182026503889,25.189758960739056,19.97384703896624,0.6372347318281999,0.6423194054479092,0.0,0.0233994754338598,30.97611615313417,24.354811349820267,0.2755454052921906,0.3403913667518249,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3880105086735415,25.42525659632074,19.80106704060717,0.637001435019477,0.6420287056852988,1.0,-0.0107914880416193,30.75773342798396,24.402819013580167,0.2709328365775141,0.2600547874023163,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3744786049493462,25.44719979213692,20.2646525828641,0.623925169029678,0.6311914854546138,4.0,0.0680601659930687,30.92405212825056,24.09349286041024,0.3057793615014605,0.3176933010073025,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4228085664077543,24.662869821033844,19.37527071108383,0.6707499832292851,0.6637255853866176,3.0,-0.0286568898382171,31.32445879556752,24.39748355112989,0.2527993753537892,0.3291579644095802,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3990006467182515,25.02751253355403,19.68905211906039,0.6429556651595765,0.6471036206073192,2.0,-0.0402101473567524,32.24685355291747,26.186745811311123,0.2080704862375646,0.2523574881616757,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2325813359760618,28.748227644429765,23.55255106839294,0.4937727927540723,0.4861588831158425,0.0,-0.0173186628249526,29.558267731682744,24.34702925547107,0.1810167162838634,0.2043922021610816,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1758492063460797,28.73310583158387,23.44948233809252,0.4265023154326197,0.4373191887594799,1.0,0.1877610932004849,30.68488064473912,26.317059942776275,0.4557255608878726,0.5192283489482274,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2047447150008809,29.31090645834788,24.09267901781731,0.4657544597019078,0.4821947842513981,2.0,0.0662639292744058,27.3926793893696,21.74907744759016,0.3266228575976521,0.3129605156101596,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2185083746978476,28.71474296889941,23.052868171271108,0.4812620165141257,0.4955979485542405,3.0,0.0272185886014639,30.195012955724245,24.4945931446889,0.2633864391800341,0.2958481140846114,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2160918721463139,29.15634426307039,24.01861371709432,0.4803352900480999,0.5136916216483173,4.0,0.1405419859032557,26.646378654246394,21.01912127598792,0.38353472032905,0.3604706080705123,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.268447033502207,27.457946318066604,21.900700440276857,0.5316379019450934,0.537769122381213,3.0,0.1196003578698299,30.3854295110806,24.32559830410869,0.3520366110014651,0.343728845696945,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2642705690150756,28.24703326994129,22.88203247695121,0.5299881216958909,0.5276480545004578,2.0,0.0252082688690299,27.687467613397448,22.744352223583395,0.2988564114890363,0.3110572357719171,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2716975724644709,27.18823774343558,22.250504175066503,0.5369974526769785,0.5335890951231672,1.0,0.0073417313351584,32.951479372851445,26.757850084333587,0.2594011810327405,0.2215924896335276,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2917066803931264,26.63331608865235,21.10086179046927,0.5624101234585364,0.5746564733516919,4.0,0.0349388603272308,33.53511215875851,26.85561696277093,0.2558205370544786,0.2748639586115181,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3002816480045085,27.3014488790462,22.043965126309622,0.5727312016481894,0.5990634596176069,0.0,-0.0260310794934826,30.191426194521576,24.848952869223748,0.1892746504725649,0.1631455768694952,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3933878189023209,24.766249227877505,19.3648050528276,0.6384322350349583,0.6384285912797597,4.0,-0.0267054948651335,34.01561783689885,27.113701516532487,0.2402588886719205,0.2684924749690393,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3774097996613131,25.600144005055064,19.965145721599715,0.6261168996737903,0.621260909873233,3.0,0.0096067571612667,30.81231532839216,25.328243092315763,0.2696674238731966,0.3309754203494556,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3721191626767238,25.771056513771207,19.82898938315541,0.623370861027037,0.64524579165328,2.0,0.0556750476415567,29.552412535815016,24.25523979328244,0.3200954104889678,0.311273673980343,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3980882151830998,25.08947615192004,19.843766087683843,0.6430553781169664,0.64879689742717,1.0,0.0654122834802475,30.29057722005802,24.122078937469613,0.3274041233320477,0.338864399832119,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.374616837162318,25.20882929851878,19.96175750932822,0.621968988155772,0.6117403185734339,0.0,0.0824269896827318,31.74420747103689,25.31723568665932,0.3682610823836597,0.3969993234799886,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2081131848750362,28.60146340958369,23.19014968022206,0.4629165034767798,0.468769594289697,4.0,0.0097299997626475,32.05234658408033,26.957576386192915,0.1813379180612163,0.1533225930554706,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2192974196300863,28.61740072083853,23.4744420147464,0.4762116874706101,0.4940069378687037,0.0,0.0589149003172223,29.91539816363708,25.09134470023191,0.3042752702402762,0.2758921076094686,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2370510221601864,27.451781617240545,22.33424745776349,0.4962907679742745,0.4967472977170398,1.0,-0.0340558008987612,35.013670839427775,27.722776661442648,0.2043512184560147,0.22716539153041,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2133133657347912,28.62408682162265,23.446870856238537,0.4719123006550834,0.4711044772069702,3.0,0.1014647260137683,30.03305764721,24.83731380504391,0.3273459113994451,0.2785774635723788,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2101877615961337,29.516748122396404,24.091913487983724,0.4654314584008234,0.4734421329027019,2.0,0.0359936456407385,26.409071528769367,22.8178175432562,0.2898906734368554,0.2909455392916614,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.262974560271618,27.89070020662238,23.02844385687336,0.5208209145094863,0.5289316175504173,0.0,0.1230337907047313,28.727222667492303,23.14631802344801,0.364108148044243,0.3869958810992561,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3017034271524078,26.80536833901298,21.881391113494267,0.5592292632205601,0.567300872486985,1.0,-0.0052316386464013,32.3782830977488,25.905222562618604,0.1990882369275091,0.247816915053972,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3020123465516755,26.26585801264475,21.541011395348058,0.5639593389896216,0.5561154420299453,4.0,0.011762474875013,34.607529427847524,27.680300004192897,0.2254801578913315,0.2411053504865649,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2389211096864943,28.24574205925452,22.729869729453743,0.4976700569174589,0.5191749171995693,3.0,0.0335690425552445,30.71237491579957,24.859376672152223,0.2813675339674186,0.2512331815586728,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2169976650603654,28.49091997995724,23.29058676660581,0.4774679149255231,0.4882217565182031,2.0,0.2350497165213069,27.95059172573366,22.073187250544848,0.5161934941216197,0.5235333940372376,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3665207336273084,26.115879074974384,20.854186646501866,0.6114498506043813,0.6042085046810566,3.0,-0.0237146382783517,29.166059884301387,23.97795369273214,0.3409239501998196,0.3359431577740175,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2965883368060552,26.13446004848712,20.87682061324821,0.551544274118528,0.5665145867000672,0.0,0.2276583436225405,31.138364813851474,24.907299554191912,0.5049052476908511,0.4717914811949182,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3826854442377153,24.36212718105972,19.432414664339312,0.6273687846175593,0.6153176817040279,4.0,-0.1012375117487531,37.95088554262954,29.03566842325974,0.185222309298377,0.2460393675616229,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3959342963363651,25.100513852047467,19.557466530426844,0.6391728644542083,0.6390252649183189,2.0,-0.0933398350163123,33.04127464835989,26.519826009712173,0.1990713142890286,0.2380487600227655,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3520084848800443,25.789748727346662,20.404169807725165,0.5996091349358565,0.59790903481792,1.0,0.0938585139856192,30.90969781533436,25.1252567827648,0.3819344421904848,0.3834822815060033,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2032058425973703,28.8010558275592,23.533047492765743,0.4655290416180113,0.4545605892364943,4.0,0.1267833619344995,29.63070226211481,24.546247599178702,0.3962436238833002,0.4081782599904929,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1874223641749041,28.92329211973056,23.798251481199696,0.442633372897746,0.4556060844956451,3.0,0.1188461287174448,30.45572105947264,25.155031934908,0.3453333141175492,0.3635218678585182,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2222765568826421,27.94963669483469,22.98867470546225,0.4848927183809267,0.4793448851656322,2.0,0.0047428495019238,33.83535665086369,27.424392231476943,0.1745717612762251,0.2138640057631756,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2254201998107569,28.04453905674701,22.8682305543209,0.4877468106346,0.4834898462924596,1.0,-0.0118155696430521,33.47031444616303,27.11804556410804,0.1974462245352194,0.2109433626351225,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2293055691795857,28.31414042070237,23.384513946476783,0.4923080817258191,0.487708565556646,0.0,0.0823025339200124,30.430479663814506,24.110174610581755,0.3017706119600329,0.3287482178264651,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2373659025383522,28.302565089807924,22.86874988763593,0.4924603899075209,0.4948972901908782,2.0,0.0411103584799246,30.47449965715312,25.413984345601268,0.2719823066561036,0.2404494642040654,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2460785180615451,28.01522073194296,22.74486077552119,0.5047415430359159,0.5069134516419282,1.0,0.0707850372866119,30.50195575165981,25.07523334596697,0.3020352471636556,0.3076139952752429,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2303702258450687,28.40856372137397,23.090433813496823,0.4817385336516955,0.4823588914492393,0.0,0.0269215208932346,30.75450315368643,25.31629830247228,0.2661516362101268,0.2725183153664475,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2562851324281985,28.261830288467262,23.279041797637724,0.5163033845888094,0.5390500998050658,3.0,0.0486238365948445,28.65885363920907,22.5390287883596,0.3077244315852137,0.3029581080067421,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2623852990143368,27.8765808411962,22.870513781340936,0.5244441345233518,0.5099693374436212,4.0,0.0462951926580138,30.03355252996967,24.00880212139785,0.2726695684413153,0.353511659391506,4.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3345545820422386,26.17258960095631,21.00146944813606,0.5875761821134747,0.5688087275519275,0.0,0.1697278718201007,29.52518151172181,24.044835345846906,0.4294052728447971,0.459757870576098,0.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3490767838473678,25.538495180815502,20.421987696415016,0.597442491446887,0.603372882200014,1.0,0.026259465443041,33.668197053286455,26.473901536900737,0.2795596908008369,0.2719067161253538,1.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.34124238888583,26.00204026123141,20.397294849283902,0.5894672095626968,0.6017968389391303,3.0,0.1812909172547852,29.13288844204629,24.63903790321499,0.4592157016367889,0.475790158641753,3.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3681312317993872,25.718054949839125,20.506325662701347,0.6114083368520249,0.6172898169838127,2.0,0.1300845130684025,29.11240462142176,24.197365075553893,0.4097228647282117,0.4188260235529716,2.0
random,siRNA2,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3465695091193216,26.37068799704996,20.880014360036743,0.5972863905155948,0.6116864210119447,4.0,0.0528035917319833,29.34575759788124,24.135970519339644,0.3435335118636264,0.3391949120356497,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0111812064492119,32.15525580008983,27.32780606624112,0.1424306868630832,0.1111414076183137,0.0,0.046903563092249,30.633534890537124,26.432213952815484,0.2607865319565971,0.2094583661459698,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.052252133693221,30.575796797239207,25.551651855503604,0.241751203162457,0.1971880819565145,1.0,-0.0012625583709033,35.04928307037684,28.89777015889032,0.1273358669005967,0.1155168808017202,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0721660978433609,30.44462309374987,25.18538035950764,0.2800518191201024,0.2424425958236791,2.0,0.0644259766520402,33.16466146795329,27.451035941182592,0.2626977281223079,0.2826709535395893,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0362761827393718,31.73623340508287,25.734717788133604,0.2424611641619389,0.2539452745791786,3.0,0.0111429902749708,31.22086246416788,25.25460893578735,0.2413430992647038,0.2226732230689279,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},-0.0008312511102077,31.64989900689706,25.578865803710045,0.1797267530131631,0.1499495431553857,4.0,-0.0629778921610539,34.576455696134346,29.214490361027693,0.1457267389746562,0.0514232570881637,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0181066161032064,31.80126067293974,26.321904238524542,0.1701014803263175,0.1504329443785379,0.0,0.0257647972157152,31.98103001811265,26.853910109346653,0.197716628422056,-0.0595071028722732,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0247530511143996,32.02242706970394,27.390392980767405,0.1718364961350284,0.0964452398366754,1.0,-0.0215269349542051,31.01123099440976,26.77768016672078,0.1789366110834551,0.1014424733735916,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0356155398986836,31.381534403016254,24.76374049436967,0.2837120924987144,0.2846623571414738,2.0,-0.1307369563696077,35.02999482294509,26.948723417275023,0.1360947346684203,0.1075400769257496,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1079888855749643,30.801754201281053,25.39992307893628,0.3344869346860049,0.3225108337471032,3.0,-0.2827934891108346,34.25631040769224,28.069211289317973,-0.1394871826502827,-0.1289071216706623,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0255022503324982,31.11844163442172,26.18815313166439,0.2028423266389157,0.2047970553717141,4.0,-0.030889420414393,34.66686621282462,28.148350183886578,0.1182581028883699,0.0890501942758016,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0417842417777956,32.15255820165655,25.8682562784769,0.2175461905096033,0.1757352661745616,4.0,-0.1267306228190978,36.71087120670924,28.834231564728647,0.1093706482228248,0.1223053970436643,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0574499240213004,32.70162148905535,26.49959227289171,0.1841622486470352,0.1843158977210093,2.0,-0.0279834822960598,33.51627767141247,27.41255520623979,0.1724929802221872,0.139242101449228,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0939683833508544,33.32887459581757,28.182583566713127,0.1272271316006136,0.0488228989203219,1.0,-0.2230522411838116,36.774190645049615,30.46722795725564,-0.0264098140923952,-0.0684027770561438,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.195611584464973,35.854423160224634,30.953269550967736,0.0830076962435606,0.0656948557821713,0.0,-0.4592316612514644,35.57078713968525,30.01018413346661,-0.0848083664773141,-0.1478951661581415,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.1629996439921219,34.773443361558016,29.063122795646297,0.0148499138996719,0.0091238156389568,3.0,-0.18904186169113,34.4389650845293,29.937193808239986,-0.0323610992857897,0.0376763244631686,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.023223181468463,32.09186740391463,27.630479757797573,0.1989279524946326,0.1677640552269506,4.0,0.0141910333898047,30.64213410985013,26.940673120600103,0.1778360763105356,0.0759825171321559,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0697529084121689,31.13188157345216,26.14509188438225,0.2697351720845308,0.2527281129843486,3.0,-0.0206010802391938,31.96015936222644,25.23999942518196,0.1236736316996695,0.1559364673260908,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0420576193047038,31.213914246843668,26.31013693998793,0.2070253923770694,0.1983544419837355,2.0,0.1041680369225664,31.2749780942902,26.957153506839315,0.3708502824199505,0.2604351290727131,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0378983234344176,31.382358662110928,25.03673044138984,0.277964540117113,0.2259178698385595,1.0,-0.1199121509703515,34.67623736016898,27.587386991015585,0.0430193723488977,0.06117826235398,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0751127383269231,30.975124449526096,26.0126183383284,0.2741304024453111,0.2480521874182731,0.0,0.0408301630143569,31.14377261795613,27.4460441446729,0.2443890473589882,0.0886739954668306,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0621371365414444,31.04961284977662,25.98639282559288,0.2552025947262762,0.1826382626903248,1.0,-0.0092242606876877,32.69689494144372,27.27443783268283,0.1236529399696028,-0.0094998095351691,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0399458870303366,33.541650301419295,28.595897442508697,0.1563365586805798,0.158004474755121,0.0,-0.3654896949404389,32.97251656218547,29.06605995630625,-0.0024754185082451,0.0131026100232616,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0220447973330704,33.019341130374265,27.30034164330621,0.2271756495557368,0.2287368518820297,2.0,-0.0146808510979359,30.246055447634568,23.85819586090953,0.2652896139474643,0.2985796944362138,2.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.0509564490955103,32.671814925032514,27.523886589702844,0.1182869862379125,0.1327420445774721,3.0,-0.0075641165346214,33.36594103459721,28.15051963527113,0.1773742892576806,0.1967520814972781,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0488436735075547,31.34354398398603,26.70198729340669,0.2361837278285868,0.2429551792440014,4.0,-0.0770398170303443,33.22224257185602,27.815433668347133,0.00293327781053,-0.0102913321159798,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0036193232121974,33.13635486897216,27.11466823136007,0.2278668395898676,0.1868568427463278,3.0,-0.2478397791881801,30.46403897331512,25.90123660992512,0.0707931873170466,0.0673755929145448,3.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1961682476315882,35.06959245239411,28.717730021430366,0.0800849740842123,0.0810954419729214,1.0,-0.2023772132931069,35.66093626113881,28.83086913927624,0.0890466182879505,-0.0001433613949481,1.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1242490077128468,34.14217945758926,28.074482478192824,0.1434699400818862,0.152018514449654,4.0,-0.0852689763981675,33.175188093128945,27.02363302059623,0.1707254496518474,0.1621613161082226,4.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1521967051164143,34.69944933105867,28.39449579117298,0.2098855010922398,0.2232459195043736,0.0,-0.2182963288948478,34.735668533629564,28.99437263323707,0.1128800873641941,0.1611657516311325,0.0
random,siRNA2,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.1862531049308506,34.88405134625273,29.78589725684801,0.1742681677259815,0.1760166592040667,2.0,-0.1648695663991524,35.26808562227325,30.66837771355046,0.1898521771809121,0.1922749504735459,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2231270229350315,26.91705921257576,21.862610827953063,0.5159519249483264,0.5268549863244435,2.0,-0.3691500702588906,39.531925902754935,33.95881574792,0.3360331720393922,0.2949634853617217,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2540857329568794,27.21936613230612,22.86806625561364,0.5501215903209598,0.5560770246643512,3.0,0.0428965173827666,32.1702293691555,27.004024127032007,0.3043032117118105,0.397221836101672,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3022613266491193,26.49689347452692,21.54501976086466,0.6215164776961053,0.6237914274741319,4.0,-0.003339952127483,32.75071486959503,26.66714442716452,0.1811233330230473,0.2162142611296637,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2195410499940555,28.962428155241938,24.172902530621872,0.5200686159516156,0.5562243522924835,0.0,0.0656089990971335,28.720545786702665,23.95076339095868,0.2625853485560032,0.2298081880440976,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2496909035291723,27.249696092171025,22.38949502886652,0.553868008638394,0.5563387691532949,1.0,0.1015159652515078,31.65655982400858,25.540237499090164,0.3891814973411947,0.457120018096704,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2197970392864178,28.441375344660987,23.265127061300625,0.4868273961710486,0.5115266877763969,0.0,0.0715789674356679,30.824411745119065,25.11767900431358,0.307070909279152,0.2984758694417245,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.219147954149336,29.208598705717137,23.42760972219268,0.4854671497828681,0.5136712677314051,2.0,0.0709189970898102,28.49801619983055,23.34599301025919,0.2952783170449586,0.2854209321823383,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2596274356151566,26.91617197656604,22.225733415709243,0.5371427951581086,0.532036684061247,4.0,0.0276144482723056,33.228759521024315,27.1834403601388,0.3029359800307307,0.3310220711638953,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2563930787405115,27.746523413512808,22.71674404890404,0.5293176959708693,0.5564856737395141,3.0,0.0033851454207131,31.93151841227249,25.204414758157807,0.1974143199886755,0.214085734297027,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2497901392716878,28.144365946311304,22.77016803059817,0.5223287504680802,0.5471538726659719,1.0,0.0704870261832956,29.762358184097284,23.6405222299146,0.2847406379541592,0.3242132185832204,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2855165276456002,27.35324457108974,22.315038068035104,0.5362851380015965,0.5344399660205731,4.0,-0.0347146214301936,30.40004649683907,25.04282387887267,0.2240389751823057,0.2735302411058408,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.377969007769723,24.873372956885845,19.45975240831582,0.6280507526781169,0.5882561860115434,3.0,-0.2102301354225477,35.91199631688832,27.647793190547645,0.1574151814193624,0.2258759082699885,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2949565126517007,27.81396893273102,22.5531154756662,0.5472485371727724,0.5528630601696278,1.0,0.0456460515691525,26.37406070095033,22.09154926283801,0.3517399149662504,0.2878954323820379,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2948135295476215,26.47646833531847,21.695918613149747,0.5524099178654422,0.5577291844350968,0.0,0.082510049629264,32.582530252412695,26.91930943304013,0.3259001328178435,0.3662895765159171,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3435809719187859,26.2210333885622,21.43307167428236,0.5969730322183655,0.5965209951152303,2.0,-0.1426372757028744,32.76658554556737,24.44035340344849,0.115379179981093,0.1882320784052981,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2493865594931464,26.905590205923136,22.17417221953496,0.5551866937746132,0.5630065644361374,4.0,0.0113202542094538,34.721657600729095,28.27803910157684,0.2769656604504387,0.3309684815216102,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2108611507608188,28.39884276445958,23.5933518205784,0.4979195256848432,0.5057178345248282,0.0,0.1384315047975348,30.19002754832356,25.923177138413774,0.4081402840364194,0.4355508555207638,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1860712860704595,29.36902243503232,23.923428681168605,0.4696282985517847,0.4937210321800603,1.0,0.1861690684235221,27.91416686729831,23.04271153854245,0.5225259283858219,0.5266228594733036,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1982699713431006,29.159120973696226,24.00880184440253,0.487632294388524,0.523686130855818,2.0,0.1803623546467024,27.65830997282852,22.886738523540668,0.5051593150369789,0.483252339135893,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2524733478516472,27.215393059483723,22.452173133409723,0.5566341386714101,0.5557095002328011,3.0,-0.0386235154795462,33.35451801562892,27.045931393714707,0.2054647677140339,0.2392684493545364,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2420478318367833,28.370600676167577,23.15733974706242,0.5179658251812651,0.5395097522888727,3.0,0.0703033996830378,29.498397884536992,23.530018017670475,0.287990038831887,0.324294444473897,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2321777429700315,27.149466768248534,21.89311690672457,0.5088629746848913,0.5207347170000073,0.0,0.047740727437778,34.50111856203981,28.908783162608103,0.327890426113028,0.3352750297690077,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1955528525873069,28.46163201790877,23.85616152480801,0.4522335215090009,0.4530950805302823,1.0,0.1359457452210575,31.085761445173144,24.77584309782901,0.3754496557207625,0.4433912500450261,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2525057513193069,26.368427036925265,21.258239191626664,0.525420944175479,0.5075519526930166,2.0,-0.161946638173857,36.84528486294449,29.51392010083333,0.292195866012731,0.3244450017072008,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2536747715201044,28.354722357371138,23.76788628919094,0.526961620007057,0.540796910638685,4.0,-0.0873937778109776,26.645462967679222,23.01543160906032,0.357504955962632,0.4287817426106917,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3490552170804931,25.429182522611832,20.708386572936018,0.6078566893387518,0.5803223032393388,4.0,-0.085019829083923,35.172883001559256,29.38774085862659,0.1713400796944389,0.2366322587811907,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2413178567377422,28.46808900905277,22.86003937252151,0.497985943338559,0.5066950008521379,2.0,-0.0141122161417173,28.56806429176873,24.080449572897937,0.3715098470443232,0.4313465533237375,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.342326505778003,26.158662869402097,21.186795473131617,0.593351328064698,0.5795209002000058,1.0,-0.2084412651998142,34.07654673063588,28.669753597880064,0.0971989913581092,0.1793731842051329,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3166263876726088,26.41023227081967,21.44067956679346,0.5670444765596169,0.5641824517743433,3.0,-0.2541798566681057,33.29423204840664,26.273426873102245,0.2134469162057369,0.2839031967617086,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2959675301390666,26.44642432538145,21.021150670418464,0.5479845830110704,0.5593663619024616,0.0,0.0440776121248482,33.1120255888918,26.086119172795883,0.2765129698396743,0.3263432002894486,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2184459430112018,29.056119824907512,23.8913708868368,0.5159606333030566,0.5427586982869239,4.0,0.0083467230572976,26.838811743431403,24.526682902884296,0.3548849739010137,0.4433050316617127,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2167639863700772,28.176344189435422,23.486346599043365,0.5065107497570536,0.5521456468719044,3.0,0.1636084015481997,30.44246776669513,25.77348461620558,0.4483483052458515,0.4884522749365222,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2351071062160347,28.262329101835714,23.378423370444523,0.5305335432482903,0.5604889448230551,2.0,0.120455285050564,29.488358597476147,23.96470702781707,0.3506909278750142,0.3911526251370224,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2178408209618081,28.687902457017564,23.52504965153421,0.5159089193644186,0.5521273536358059,1.0,0.1798665549489696,28.026204501598816,22.80908538624003,0.4632329155066408,0.4757471607198238,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2647024011520362,27.005178076432475,22.04009860769432,0.5729442398863196,0.5829923505382136,0.0,0.0226424347988271,34.18475371143363,28.808925135872528,0.2316333631987692,0.3179957604071877,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2368482262325015,28.72495465199768,23.63212793532273,0.5130877528190557,0.5236571165172363,4.0,0.1188761855375051,27.262847366345227,22.336340408303297,0.3532589411645062,0.3470229541192414,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2670546621322733,26.723497929782983,22.083145212911425,0.5430053486074501,0.5622659375087209,0.0,0.1029645489264032,33.83770408172671,27.464716970978337,0.3412024942723615,0.3188236962102468,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2650057866121196,27.92082196582148,23.06625880540664,0.5457415064723317,0.5807909701739646,1.0,0.1067453178664631,28.33463816554852,24.03051480560212,0.3378591042440288,0.2994075451144224,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2692955076824538,27.51214822050057,22.58863395431184,0.5443421562178463,0.564747933205678,2.0,0.0885588310897163,30.38403084680797,24.992243430180576,0.3655192649204598,0.3538937870456969,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.259582643311628,27.59349296470198,22.69991986877993,0.5335297018602876,0.5394955668288953,3.0,0.1077738649461007,30.67631236964434,25.84762075457305,0.3339128159677144,0.3946722107513573,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3486436987867239,26.5959002968866,21.69305064708779,0.6047921989589965,0.6121766154753766,0.0,-0.0223792935806719,29.035034770755257,23.09129772999816,0.2748624369712565,0.3390059981330958,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3487009547354316,25.58232986943707,20.26961934659743,0.5986879201128386,0.6111091998460655,1.0,-0.0192251995939578,34.06188311466794,27.463061955360043,0.2377067897316066,0.2445567472076302,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3303078614311974,26.21358152802956,21.04354365948813,0.5877021503012149,0.5750238650896556,4.0,-0.0669573018595979,33.73638497103743,27.08312580813129,0.1637362300221586,0.2155260634268352,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3218640384688966,26.99540004226522,21.60534729672944,0.5782871565069019,0.5894874564967798,3.0,0.074669000632498,28.26904439611854,23.350600091021235,0.3334085673723028,0.3579116400838361,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3302901025899202,26.495105356731543,21.003626894443475,0.5838988047012801,0.6049175377364532,2.0,0.0030941939896691,30.929989951006664,25.679782383467188,0.2549778705111221,0.2810109047267743,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2011647562045099,28.59658471144952,23.40259446807877,0.4820637097557861,0.5217820446950516,2.0,0.1877777665620393,29.55391484968317,24.36467428166417,0.4820692817101592,0.522709264052999,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2340540694567782,27.840175276420783,22.9734177835771,0.5300967535728724,0.5513310619764001,3.0,0.0019082061934128,32.37688734809639,25.659194204376053,0.3018018234647892,0.3383133138237312,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2738512255325286,27.35773292127096,22.55828236186095,0.5769941879771496,0.5866132765625764,4.0,0.0212359695147009,31.52542910842145,25.95504279036029,0.2769123164180661,0.3053494402286003,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2304936915158713,28.22484792824321,23.194204509148864,0.5279755766291814,0.5472229504179684,0.0,0.1523379971869445,29.54447111913529,24.711966421264048,0.4009729831142947,0.4341068186589211,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2190851084364532,28.43264992943757,23.332713583500283,0.5138129882612478,0.5340872998313055,1.0,0.1533669151253183,29.525621675004835,24.665346240459424,0.4194656946057075,0.4147359039852594,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2882825564526217,26.758343426305863,22.00389526166513,0.5753543895223809,0.5885860939208747,3.0,0.0417416341579282,33.08197707404931,26.30290816465136,0.2357519164228884,0.2095171126446534,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2389951875256223,28.168002533101,23.006486599261457,0.5144963241873484,0.5514007967180045,0.0,0.1538372070412649,28.94145974399101,23.10634165537276,0.4477506660356832,0.4286081625049469,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2299581071590627,28.67427456507816,23.53112295099116,0.506254726857048,0.5276888689863944,1.0,0.2488984498996004,25.6217372275318,22.1071855148045,0.5378226918354772,0.5445519616656904,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2340496510451586,27.5479390611375,22.588165413967253,0.5091119557531381,0.4967992392381475,4.0,0.1149886713939313,32.47514423773341,26.4878850956082,0.3787664866590665,0.4368866827660667,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2336158862190318,28.387672578795428,23.45124674575222,0.4952032236966067,0.4945649432305536,2.0,0.0485413513701035,30.279593903779663,24.342967927255128,0.2589498442822023,0.2881851337171317,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3527565144434091,25.71641344105348,20.658886075843345,0.599503685344503,0.5900610154461461,4.0,-0.02814292123982,33.37710665559949,26.527992764378524,0.217179616257159,0.28753594599227,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3142706119899902,26.95456879629608,21.411249578853475,0.5697964513509161,0.5574915664551233,0.0,-0.0494444714409345,31.2051954483661,24.435248809692947,0.1902988800084314,0.2120062353950915,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3154040075065926,26.972434380673697,21.859066208746807,0.5683418812485397,0.551628045411977,3.0,0.0354432399695422,29.71027469108075,24.04287518168117,0.3131878077762922,0.3219143579662984,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4054493137007939,25.028147891016296,19.73315815868087,0.6596111132670285,0.6510801612647739,1.0,-0.2098462894534678,33.99779152043996,28.27736875166052,0.1239781851849941,0.1787230470328624,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3310325000590826,25.90251748153001,20.90982255025365,0.5844826403495927,0.5873195028528511,2.0,-0.022460478470605,34.43119525263264,26.891275803420125,0.1897742808030514,0.1903212603665854,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2999845661557025,17.10204379028106,13.7155857385399,0.5571118407230141,0.5504391433802511,0.0,0.1099191733336291,18.16074889797982,14.579457831325303,0.3583806249003408,0.3509489768901198,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2534816165137024,16.941735789126106,13.569928258967629,0.5184310190028663,0.5141998472997239,3.0,0.2118343094557825,19.441654484857413,15.541178707224336,0.4684437472831244,0.4743884075534839,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3052938305340431,16.899018629880512,13.56877251624884,0.5649417753348849,0.5567696262112255,4.0,0.1226435186308653,18.512419503970445,15.024758909853247,0.3550234828406006,0.3475075483845394,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2864342074854992,16.63374143963431,13.314298480786416,0.5441609985250648,0.5369020115456031,1.0,0.0821504490428758,20.25619276342284,16.27177856301531,0.3015876696714161,0.2921747138979143,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2707294345785727,17.09023240072345,13.804600840336134,0.536114630679545,0.5242300604870427,2.0,0.1695181044482836,18.403153010658603,14.501720430107524,0.4140215911432832,0.4242374732570309,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3296300522217886,16.09913461485621,12.92733483907397,0.5828029887828505,0.5710104563473878,1.0,0.1029434476437359,19.65888330316025,15.896848484848483,0.3246706852269158,0.2984630638028605,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3528994012275563,16.632690945861967,13.360396648044691,0.5998249525908104,0.5905459755389091,4.0,0.0623911396028836,17.974507333569825,14.247862714508582,0.3034692772802709,0.305092614232904,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3086332064658506,16.4346904043962,13.225760755508915,0.570288980080834,0.5539886322953844,0.0,0.1863374656636602,19.276185292442367,15.188361904761903,0.4378833534661613,0.4576711013460164,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3279550526687901,16.555228388606317,13.250628385698809,0.5811587918756895,0.5729401809666623,2.0,0.0797995847169025,18.57425765274153,15.109213675213674,0.3181506249731668,0.3084584395976966,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3528376100585315,16.368237844225696,13.136006825938567,0.6041614928049919,0.5925603257663776,3.0,0.1361364650789582,17.848218594124603,14.106389301634474,0.3828223760006276,0.3835231312684103,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4362087208046981,14.882737408679423,11.81418220564731,0.6640755254602532,0.6553004160656218,3.0,0.1238021494563829,19.72687797907829,15.695415162454871,0.4013673583662848,0.400562739416577,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4317752595417349,14.747927457851816,11.71633867276888,0.659442126721869,0.6472724236704486,2.0,0.0167966031098479,20.9820954280194,16.754875549048315,0.2527320754132051,0.2519412572565597,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4562558645108662,15.112559323333874,11.997853549468976,0.6775792604099307,0.665822141581327,1.0,0.0931185422111576,18.042649317451232,14.354984423676012,0.3728438915423187,0.3695114534686159,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4610552598721096,15.059160045430335,11.82648619957537,0.681238751629456,0.6753234636175518,0.0,-0.0044774846359825,18.844192564783643,15.181864716636197,0.2983872546029907,0.2940840038505826,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4506718789323535,15.01016560841657,11.823798126951091,0.6742851788565257,0.668210089643328,4.0,0.0616831273153873,19.10196873178928,15.079332023575638,0.3559163126745062,0.3654858498710598,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3097763406018397,17.127291155695392,13.767972315750091,0.5639867686304314,0.5544875027394299,2.0,0.0790553505577429,18.00654656959859,14.22060606060606,0.2932391783709525,0.298380922743405,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3132511333797797,17.06382907754301,13.673192622171516,0.5674858951337748,0.559503745561115,3.0,0.092024613916404,17.959200315578926,14.258869223205505,0.3200615066653773,0.3214314402536169,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2841838587953238,16.708173907503006,13.393185689948892,0.5493399702339019,0.5342849852998697,4.0,0.0171808915896514,19.711314853834544,15.824537313432836,0.231369358628,0.2290130704107669,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2863174614849231,16.92829879420726,13.54386040654794,0.5464095767012791,0.539866487753647,0.0,0.1282279919225604,19.00147502317956,15.112226066897348,0.3728357384348542,0.3699133909726652,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2784319726666454,17.132828357544756,13.785318275154006,0.541815090620535,0.5329970077723951,1.0,0.1093217633700127,17.659706612374702,13.845327812284332,0.3533405604850729,0.346801995125606,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3553380978031688,16.55365330085551,13.33929490766648,0.6025836199948442,0.5906026566975426,2.0,0.0426369786478657,18.35852362668504,14.43332298136646,0.2972060195745967,0.3107236669309646,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3338744666977288,16.10056082397705,12.892525195968645,0.5871181327202881,0.5801049204804792,0.0,0.0639005474918067,19.90855756555671,15.92106976744186,0.2737305075407013,0.2598031424168359,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3357269804490728,16.791309492189896,13.398321971683272,0.587960997221602,0.5802456705490804,3.0,0.1711267861109887,16.46181352066998,13.310209923664122,0.4198169194279035,0.4224242708652796,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3385385817762486,16.33364921792413,13.141675155631017,0.5901522347699507,0.5769270938561505,1.0,0.1080241158025143,18.999986326881576,15.190301204819278,0.3475438901959806,0.3601127706305352,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3316987412369758,15.979907749228907,12.844951403887688,0.587984511830147,0.5756607632801358,4.0,-0.017174280746701,20.69958497493888,16.521813471502593,0.1696592333031936,0.1589626100043784,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4589689365659549,14.800903220865012,11.629373942470387,0.6793898705058318,0.6676854061081651,3.0,0.0398981397811035,19.162378890462463,15.372401215805471,0.2965743928202672,0.2869291208623028,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4622964296208139,15.04584314961941,11.98213133640553,0.6820316321629126,0.6677009305476068,4.0,0.0725062515333273,18.249994090863336,14.563654676258995,0.3463161710080112,0.3352122342905047,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4492337150316439,14.96492078134591,11.94992533026996,0.6732628304900776,0.6609423463131809,0.0,0.1078138505686404,18.971440992537527,15.107884057971011,0.3833572068102795,0.3997163729325613,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4593089936376673,14.848834640017278,11.688522299838798,0.681011249530435,0.6780475992304584,1.0,0.0791465655213922,19.141008241240275,15.199298245614036,0.3447811413482239,0.3378129880769506,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4535130715820136,14.458679252297694,11.53596109839817,0.6785218863688436,0.6695304267262513,2.0,0.0118785585636256,20.59042326683614,16.53572474377745,0.2779089769379249,0.2778247516750548,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2684025145440574,17.293059708705098,13.903001107419712,0.5278689158504545,0.5244518429255633,3.0,0.0906007940414269,18.98866847874162,15.128725333333332,0.3181323361222314,0.3196975202625621,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2432199868943162,17.445040853991916,14.061583986074847,0.5043930910532567,0.4957290318164616,4.0,0.2053003988579819,18.0882760913032,14.47984496124031,0.4552314552368108,0.477572857184756,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2633582669976578,17.23337287106646,13.805054986727342,0.5249107999368499,0.5229767367473485,0.0,0.1277756154805122,18.753756084516247,15.205973254086182,0.3639537614790579,0.3493039694610608,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.236016103386032,17.356313988166374,14.035146489773355,0.500004100360266,0.4965849361700374,1.0,0.1213642395254913,19.00828312893684,15.061211146838158,0.3811283048422904,0.3641060179719017,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2757077389732905,17.580101316419984,14.127095691102406,0.5339062143363675,0.5295828002005536,2.0,0.0865764839408856,17.69756650834968,14.204906832298136,0.3163480845951215,0.3164302213059903,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3096664034247002,16.306646491386196,13.094924487594392,0.5642680382534713,0.5544317787160432,4.0,-0.0313863384237567,20.705623224193303,16.264488734835357,0.1286122798146455,0.1166479455095097,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3040844744939653,16.689699897510963,13.399220103986137,0.5596468262199702,0.5440728824725011,3.0,0.1333666161492993,19.02549419669753,15.490371428571429,0.3780998394521631,0.3780617854348696,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3236137762388634,16.81596722576656,13.658038223721192,0.5779092857490049,0.5657992027272108,1.0,0.1344314608436972,17.812780739365532,14.257576687116565,0.3758433847937499,0.3721203305643134,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2721490588639018,17.16191950141969,13.808928376161836,0.5345594458614414,0.5204500643027618,0.0,-0.1336349638736393,18.71612532042802,14.67606312292359,0.2187092946655096,0.2233796968286945,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2987107188662635,16.870776786665008,13.56391061452514,0.5528784970062742,0.536173006680613,2.0,0.0998557198980351,18.95727215478804,15.161653666146645,0.3300362038746441,0.3337227625500629,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4212789077874808,15.275431531353062,12.254929424538544,0.6508908322503658,0.6278753043869909,0.0,-0.0067441727600725,19.63033072951357,15.66264855687606,0.2424460783187694,0.2492740913446926,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3979888504864962,15.373962651803456,12.209608465608463,0.6327964864813962,0.6154957103662035,4.0,0.0027206195886508,20.448788276065027,16.579593345656193,0.2586718478583067,0.2523692269070118,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4060059414412131,15.784777659726878,12.606286043829297,0.6389290664430616,0.6260907401150497,3.0,0.0334014633405405,18.10274904811409,14.557991391678623,0.2940287589070881,0.2744441155596784,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4383977451533115,15.431592015300849,12.260723981900451,0.6641374588170416,0.6535488935762529,2.0,0.0247440993772457,18.61534129484009,14.981447963800909,0.2899744958916878,0.2937492083935222,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4310676518194477,15.601137436222556,12.400543293718169,0.6579612823776358,0.6499602719250284,1.0,-0.0008060008377197,18.577375863557897,14.845,0.2833255353769618,0.2837196635408945,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2745920425642167,17.346705224617917,13.88277454404346,0.5302275519985533,0.5268563233354461,0.0,0.077808243521768,18.79375202296003,15.039841047218324,0.2829761109681502,0.2700339349515657,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2688405143333302,16.543814173192327,13.34341049382716,0.5306330217411289,0.5240314712974358,1.0,-0.0009410917189436,20.8808960477418,16.743944997629207,0.136897444284927,0.1256768262673435,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2738071019952509,17.55402983252091,14.179678670360111,0.5325953022686242,0.5246625781854728,2.0,0.0340983060266096,18.439460755592787,14.728232161874336,0.2490006277748378,0.2578149063077484,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2656668849654428,17.336497574670773,13.916465909090912,0.5239292297226723,0.5219311262064283,3.0,0.084350860102315,19.0496464231186,15.395062096373572,0.3056631044157388,0.3121165241814372,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.231390331571417,17.518562595829817,14.122487667371388,0.495880100426177,0.4905851565845227,4.0,0.057458460899383,17.52730259981493,14.153927025355596,0.2541413182070693,0.241939956739267,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3186149235919704,16.210070977106703,13.100108283703303,0.5711424954621998,0.5591969268446839,1.0,-0.0410363763544971,20.97924443152823,16.852568493150688,0.1220069927296484,0.1111901521296506,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3046544563920691,16.723295972423916,13.403631609529342,0.5590970922829699,0.5484954031971276,0.0,0.1477531497123098,18.76252031179991,15.265859154929576,0.4050591490948647,0.4025068060145884,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3148003314490925,16.95821611004061,13.653350083752091,0.5687407365167229,0.5562763228480959,3.0,0.1473402985976849,17.489541937612316,14.15334375,0.3869089183980765,0.3880354777660837,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3013466092167722,16.875429140606833,13.667459231983166,0.5598172423790636,0.5467466012988154,2.0,0.1801476234224642,17.840307457795657,14.242226415094338,0.4298444473404103,0.443194687381418,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3024911914071055,16.730921473494533,13.397668746454904,0.5590885935665377,0.5407405626782958,4.0,0.161236962186575,18.68934139386744,15.076407185628744,0.4030005045346753,0.4080763374656595,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4291748094011143,15.43585169042858,12.241422787738577,0.6573036513142033,0.6468645883473536,4.0,-0.0045649125407563,19.15144903133964,15.321481481481484,0.2483692417511224,0.2466594373834807,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3800626329019025,15.738590641337597,12.60372935535429,0.6187944501563476,0.6063326846058755,3.0,-0.022381136390611,18.307459784320507,14.499025270758125,0.2043913492123171,0.1934466774822816,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4001700152762054,15.481862479575629,12.344233892799137,0.6338938754572756,0.622221376359224,2.0,0.0518859288568833,19.93705449109326,15.913801369863014,0.3131256853728742,0.2961521483629321,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3986652423278606,15.54588300051914,12.322407301768395,0.632226838051205,0.6120939969299348,1.0,-0.0975011772327789,19.97490686898887,16.102566371681416,0.2200804823216682,0.2123917672124349,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.383793636032239,15.698909870381115,12.578132464712269,0.6217341114460351,0.609603562143981,0.0,-0.0740146485341464,18.734475252542182,15.10516129032258,0.1873930837885632,0.1785281230186984,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.161184628778084,18.42098255188453,14.788988334289538,0.4078633217814118,0.3943380032762494,0.0,-0.2049598420195379,21.7339074120451,17.13416666666667,0.1021462710218314,0.09381813691113,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1321682398616224,18.25861577794232,14.661287094547964,0.3714641547813186,0.357825745066449,1.0,-0.0947798196920344,21.80299135586969,17.482992651970605,-0.0408534964267489,-0.0500885254600697,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1454852790831813,18.62730313039408,15.001516129032256,0.3859183173146289,0.3756762540861854,4.0,-0.0658546110730389,20.198485577258285,16.184506713368357,0.0967752765006734,0.0909137259477155,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1053438269858166,18.697383429060224,15.026262306610407,0.3357211128676624,0.3215460418398388,3.0,0.1668051674952453,19.549874403699256,15.497719626168225,0.4415765435802415,0.420921015403156,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1392275001569964,18.68310130388256,15.036348104644956,0.3818685478237831,0.3755319407587258,2.0,-0.0366119669728617,20.007092975615578,15.878231780167264,0.1337789505851074,0.1097574495688673,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.088313464318684,19.029915864746084,15.15879543094496,0.3285212097289637,0.3170740624577242,0.0,0.0963546413391202,19.582162301340464,15.994495049504954,0.3732344525006484,0.3655102407306891,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0549290586315908,19.24722262004466,15.47228981206726,0.2944458249522008,0.2750528936541836,1.0,0.146533192542225,19.96780960791387,15.950220048899755,0.4196707445288563,0.4091842558830281,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1463163390679099,19.080350883060447,15.290237131289762,0.3892242461742586,0.3684375895098699,2.0,-0.0883294550469908,19.39571508910316,15.7002849002849,0.0862931019742906,0.0690679267807407,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1011913073288957,19.463719343395447,15.701185840707966,0.3395105708796232,0.3047400744973112,4.0,-0.0127524852515867,18.54857038467432,14.986032608695652,0.1617779307172472,0.16002523522342,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1125491906356518,18.960940551934847,15.304144286466562,0.363820715704414,0.3514658003305859,3.0,-0.013965409448871,20.335645826120533,16.240921052631577,0.2017301621443794,0.2080049848757523,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0938878465154123,18.824828373037995,14.979867256637167,0.3463601685021322,0.327436088675136,3.0,-0.1175101105710576,21.79121702996117,17.647030497592297,0.074900933336475,0.0651191425998326,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0820820696785404,19.63679484180636,15.65872197309417,0.3524161313090963,0.3487610626606884,2.0,-0.0849222885481506,19.93081086253971,15.96642967542504,0.1715004159479713,0.1783019135488221,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0710265968057269,19.2457640441958,15.281051401869158,0.3293814446388191,0.3162393643133525,1.0,0.0444013388850954,20.08812072242084,16.142420027816414,0.3005267395182398,0.3134858649324791,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0652052529724986,18.93908310625787,15.125200433369448,0.3187121712974258,0.3070567375457509,0.0,-0.0847778938171799,21.23949702432131,16.954188034188036,0.0606593210005902,0.0390377357792099,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},-0.0188854230792061,20.228738902179725,16.172992084432718,0.2158210312024004,0.2033202995123212,4.0,-0.084102884969021,18.49657265549485,14.65410447761194,0.0499697981177479,0.0754280780981612,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1398840214391344,18.412601341523704,14.744372955288986,0.3806957056633809,0.3706741517605343,3.0,-0.0799412940440318,20.796081414443588,16.64509212730318,0.068937143346009,0.0630550236124973,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1375621759423254,18.63619370929424,15.007343100018089,0.382391877397111,0.3675390379663664,4.0,-0.0512164873151741,20.86744189441848,16.418163265306124,0.2044279522733428,0.220824774285841,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.164957140227742,17.968112094862807,14.333427331887204,0.4117325269962999,0.4020225342079196,0.0,-0.0687513030585247,22.184818394067143,17.73854628052243,0.1394658810085028,0.1136972089519753,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.146596639794852,18.55477901688276,14.796394948335246,0.3854819606343426,0.3696795357979355,2.0,0.074430650298966,19.418359952411343,15.871040154813738,0.2954764655021509,0.2891652181833521,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1483132718367225,18.55046015181218,14.92303191489362,0.3918953987839839,0.383307166630413,1.0,-0.059475296966527,20.34176372594456,16.269667271627345,0.0970174532344781,0.0888608474291968,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1432711528105016,18.51477233221016,14.858082579185522,0.3859042523063065,0.3767054182086211,0.0,-0.0179493483140458,20.00431094188017,16.06867269984917,0.1546498382471374,0.1507433372779947,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1308409943685159,18.96066605091719,15.2295873374788,0.3776448159143426,0.3590396482468195,2.0,-0.0063406473794083,19.59198537505977,15.630090634441084,0.1422236445497215,0.1354412427688468,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1185900945587367,18.57738833214301,14.913183783783785,0.3622246263437112,0.3506608772347175,4.0,-0.061402913621305,21.117122328141367,17.15655765920826,0.0962681892511878,0.1100445375076683,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1154670289639381,19.18507342718336,15.409160427807487,0.3667543598889624,0.3489062295329961,1.0,-0.0466181742575346,19.4566745440665,15.475222816399285,0.1401488957713832,0.1347495086293914,1.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0900178792085139,19.22644390505779,15.440252764612955,0.3295564310175151,0.3192225432340579,3.0,0.0206304747424224,19.669615255152152,15.87187969924812,0.3876938796900016,0.3832025006724743,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0043913877618757,20.28948385775376,16.126783754116357,0.2743862712025163,0.2585035797870726,4.0,-0.1646122964011578,19.805871365791816,15.75149425287356,0.1328604015259561,0.1312099884188581,4.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0648347880176817,19.17465791863551,15.262486659551762,0.3363585925062122,0.3283029867717419,0.0,-0.1212134034417613,22.038332151538693,17.65806104129264,0.0910102504326379,0.0810476439419033,0.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0699197185249468,19.684396594566383,15.599435870143694,0.3435047084929131,0.3376707790306499,3.0,-0.1443034828174543,20.091487977012424,16.22460144927536,0.1501567826049092,0.1497442239686861,3.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0862480889461059,18.66661501189519,14.779896013864818,0.349020463108694,0.322929729891422,2.0,-0.1788851079071003,22.619949930473823,18.058857142857143,0.0819237860948444,0.0808134848573307,2.0
nucleobase,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0147116595028731,20.073326044766127,15.984994861253856,0.2043702412044568,0.1937725086619664,1.0,-0.0818259619657328,18.24336535240808,14.458309278350516,0.0698770652251816,0.0727812187716388,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2870547422146883,16.927563426692448,13.52243359040274,0.5454142611501966,0.5401036371367092,1.0,0.1601418305401368,18.80304619057269,15.213456790123455,0.4015444178875577,0.3861666742211015,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2853794156841166,17.132453628568417,13.70320822622108,0.5441784428914453,0.5416583591394257,2.0,0.1861679386237953,17.711490828320542,14.22257887517147,0.4315924147435176,0.4145857710533833,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2796506603621298,17.09015883158752,13.687828620394171,0.5404354678068564,0.5308667181563688,3.0,0.1852419609557373,18.172661403783724,14.590096021947874,0.4387302092375145,0.4258980349539687,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.282509346641097,17.051643673834917,13.68161439588689,0.5441321614422261,0.536138492487497,4.0,0.2050895211470843,17.959907967274177,14.408847736625514,0.4601871788839425,0.4574631160036216,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2862222753178679,17.18485552955133,13.713292202227937,0.5458923846613274,0.5411518150407101,0.0,0.1943485743393781,17.350193999619055,13.98625514403292,0.4423245442083098,0.4230519594537511,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3443522841962971,16.174744913219254,12.86308997429306,0.5944531230387796,0.5891394937615672,0.0,0.2074703380598526,18.5100874288998,15.011152263374486,0.4559688696310203,0.4260803983160854,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3294480096455878,16.59956296850918,13.352714652956298,0.5807218484925283,0.5686770203061513,2.0,0.206534021528066,17.47689929157162,13.728333333333332,0.4572167789950656,0.4536398569238247,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3535305208493222,16.35759163390799,13.047686375321335,0.6045040803413206,0.5950398283901626,4.0,0.1212628799935127,18.105553294011884,14.731275720164607,0.3738354067795439,0.3657161877236942,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3474973503435962,16.37707847206594,13.174688946015426,0.5995670028272322,0.5912105351954418,3.0,0.1338832408625699,18.2242368127559,14.574814814814816,0.380272445981676,0.3773434572149066,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.319073274762029,16.2714843682916,13.019470437017995,0.574236220888594,0.5639761399646637,1.0,0.2392773069464135,18.891904715671423,15.22312757201646,0.5053747748766979,0.5040727748200046,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4408206489930906,14.987764881527829,11.867681233933162,0.6665214428183581,0.6559724341178812,4.0,0.1808866106544491,18.55467469632437,14.86127572016461,0.4422259007352188,0.4546085294132556,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4461039790842528,14.933844910291096,11.95015938303342,0.6713066147800909,0.6594922830511118,0.0,0.1287893927156361,18.99453269833148,15.015102880658436,0.4070448345502946,0.3900688523459631,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4309277836756421,15.171393240354377,12.0533676092545,0.6585830920255957,0.6452082319775442,3.0,0.1877102120782794,18.26520429849728,14.449835390946502,0.4512109450966488,0.4518289241816772,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.440780510242323,15.071812196254882,12.051352185089977,0.666070204076247,0.6539361871940068,1.0,0.141988499724656,18.595084442725685,14.694156378600823,0.4206777245487456,0.4135884346540534,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4585523091505643,14.9155990049375,11.952401028277636,0.6808072209573869,0.6699138982404261,2.0,0.098752332472609,18.62319897111384,14.606460905349794,0.3813632643804245,0.3797669472317116,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2926087997824912,16.958323431168406,13.616,0.5514811245905173,0.541458691768939,4.0,0.1584919445901581,18.32790065660224,14.642071330589848,0.4072394318449894,0.407377213190121,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2753206463676143,17.02631592871874,13.634210796915168,0.5357984854343237,0.5327610970680922,1.0,0.177168593460461,18.64829569497945,14.915349794238685,0.4361849604575459,0.432751427042729,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2953119496024888,16.885843021092864,13.519931448157667,0.5556349674491539,0.545910045220377,2.0,0.1726855027712512,18.40246897760948,14.735651577503427,0.419272168068683,0.4129149322671888,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2759355253660034,17.270506066703927,13.875640102827765,0.5350690555836894,0.5299075020141853,0.0,0.212877277229314,17.309404917054,13.757873799725653,0.4615622928397637,0.4570748241444604,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.285519810013174,16.85998099440437,13.602183376178234,0.5445070685084886,0.5408400603799369,3.0,0.2062037811912741,18.587988385204703,14.713347050754455,0.4657257340868944,0.4486037058283619,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3268363488190684,16.365255056341955,13.149892030848328,0.581597831045761,0.5745462090004105,0.0,0.2144498348653711,18.498873272328748,14.711111111111112,0.4738816840999378,0.4595439986601711,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3342000712692569,16.509142782838985,13.160488431876608,0.5842763885843981,0.5734715247131594,1.0,0.1683476917895473,18.037485327914546,14.516748971193415,0.4139986543251324,0.4080105199381694,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3365392277431668,16.245525772016567,13.001269922879178,0.5888831489017601,0.5768396244096899,2.0,0.1523238541949904,19.23527480198344,15.52304526748971,0.3973248638303632,0.3925737704197893,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3472008441314492,16.1025423019509,12.822498714652957,0.6005235997327889,0.597412726068506,3.0,0.1492951389338707,19.34438003903589,15.822016460905347,0.3920158840651907,0.3779420660138264,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3406139187161513,16.451522775878352,13.099269922879175,0.5909443675353504,0.5859253161012158,4.0,0.1367404452936683,18.23019632435952,14.536049382716053,0.3981073819460746,0.3870174117144769,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4219345035724873,15.3666790922407,12.109706940874034,0.6511863708662904,0.6453980260479535,0.0,0.2402496059784689,17.316461779464962,13.839670781893004,0.4978596357853346,0.4820995710816989,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4481789372225883,15.009313893298316,11.9386529562982,0.6725229756833261,0.6608557132186018,3.0,0.1294018229577614,18.559587696747226,15.026460905349795,0.3950699686052444,0.3854183632472857,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.438693807627456,15.064191996723183,11.956730077120822,0.6646089494567092,0.6533605085402141,4.0,0.127595832639608,18.83534268752173,14.780452674897118,0.3987166716941825,0.4128153295853324,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4523566165756197,14.76812746744155,11.74770179948586,0.6759256223443244,0.6637890652873282,2.0,0.1152234634917387,19.62197348946836,15.559506172839509,0.3822694604325174,0.3824590764257148,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4384472664515436,15.039176432354802,11.9427557840617,0.6657694684352302,0.6556464626466066,1.0,0.1329755694041633,19.01254959165942,15.243621399176956,0.4052742340464169,0.4097731127556928,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2591502351106501,17.34374647991143,13.971989717223648,0.5194974333521096,0.5140358386626,4.0,0.1489495896978657,18.54958338380808,14.835020576131686,0.3871708094215511,0.3954135892175816,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2656157584330686,17.305415423560486,13.987886889460157,0.5249366637945296,0.5177139826596636,3.0,0.1298863674480576,18.59562635964064,14.795871056241426,0.3646048811293745,0.3814304226656078,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2662879976016157,17.099648675548632,13.74826735218509,0.5262122749487382,0.5223177787903369,2.0,0.135676594567878,19.363895794923422,15.628943758573389,0.3718794608868274,0.3702050725884089,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2692194291768639,17.20148610785609,13.85974293059126,0.5289485401517566,0.5222231107030803,1.0,0.1271584523568955,18.87007718305296,15.13201646090535,0.3631935826492722,0.3708791509675003,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2609618773415639,17.445445528195464,14.089233933161951,0.5208878437536804,0.5187269304917556,0.0,0.1407015778992755,18.099896247495344,14.431028806584363,0.3779773614691444,0.3706219434588042,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3011084175639611,16.959875066232378,13.510221079691515,0.5562079094894429,0.5492088091969959,2.0,0.1409788873480207,18.120745284639423,14.54977366255144,0.3849347602309458,0.3886444744229404,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.309575838140953,16.624508359663277,13.404848329048844,0.5621921859061891,0.5494341327512408,3.0,0.1209229385985876,19.382797647661853,15.453230452674898,0.3588614880168,0.3622490288396867,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.29920645726007,16.791132460495707,13.492827763496145,0.5533190346092031,0.5443448106196854,0.0,0.1573452065278643,18.78524372179512,15.08030864197531,0.4001245949781828,0.4165709789714807,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2899549851721142,16.86765114857202,13.59957326478149,0.5447559328602258,0.5389298823031103,4.0,0.1817622605251996,18.638335157641084,14.79283950617284,0.4286342686379934,0.4251902949218533,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2964786134523605,17.015044883594797,13.639845758354756,0.5530883674947564,0.5442540845056271,1.0,0.1410665648288819,18.086288590515853,14.335720164609056,0.394854900392688,0.4080554374602733,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4202277301873494,15.493526224156067,12.33546529562982,0.6503555574839522,0.6412132020213096,0.0,0.0891164107325465,18.419471760007003,14.797119341563786,0.3596472656763615,0.3483503994906822,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4051240704244288,15.609825512957764,12.563619537275065,0.6372542274080752,0.6208784775159104,2.0,0.073876758758749,19.00495516931451,15.145514403292182,0.3505941525606206,0.3545357994478963,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3916505055283429,15.59560197710488,12.49120822622108,0.626760333748214,0.6106350047048827,1.0,0.1548201405687591,19.041097333250544,14.923456790123454,0.4192808300781713,0.4219218905332668,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4041980488502633,15.631701859791818,12.430334190231363,0.637613330682389,0.6236325769772194,4.0,0.0692752577062647,18.98700224682632,15.41559670781893,0.3681537630914712,0.3587821134464253,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3996505118055645,15.802927586636702,12.56693059125964,0.6339171350405486,0.6208275275696269,3.0,0.1189710318735902,17.897664514168557,14.403209876543212,0.4064986184185706,0.3948948558547522,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2625918464857584,17.05566650906824,13.753336760925448,0.5240582289001134,0.5120443298589437,4.0,0.1750881219197591,19.24403762673626,15.618820301783265,0.4270812991772518,0.436850465877383,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2421489427983691,17.46004590860328,14.047204798628965,0.5015589978650075,0.4935990119749314,3.0,0.2032690253214401,18.25342469573859,14.736213991769548,0.4609998232210334,0.4479408932307335,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2506141196749719,17.312112567946958,13.954687232219367,0.5083991716128842,0.5031244895109601,2.0,0.1812810433312622,18.732955253471832,15.003388203017831,0.4259362842111797,0.4208226646328349,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2582708684445477,17.40106072206722,13.982155955441304,0.5161330842106202,0.5099652751520012,1.0,0.1379184084848151,18.439528322475407,15.050713305898492,0.3813283080952799,0.3817941949461584,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2640859709750254,17.19114075529712,13.901888603256213,0.5237812024591169,0.5176432310823503,0.0,0.1410172482306861,19.02641165021648,15.214910836762687,0.3789431485518773,0.3559510615301455,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.289195600531464,16.979473232690115,13.666704370179948,0.5422237663922929,0.5417109360803581,4.0,0.183009781812569,18.207444318212893,14.635041152263376,0.4300575225631073,0.4171062889159287,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2905447779240132,16.883274030979344,13.5187146529563,0.544121002993634,0.5401855858070282,3.0,0.1427761414533311,18.992325567256763,15.362057613168725,0.3847849295146185,0.3785118925369355,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3153124519767718,16.61946842393244,13.254714652956295,0.5701916548459057,0.5653986564641579,2.0,0.1047075002084043,19.27007986448264,15.8290329218107,0.3464834889613668,0.3429326437020364,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3199915389352884,16.60281587756328,13.414195372750642,0.5732514954260612,0.5666289529891908,1.0,0.0916155425712519,19.23236227944286,15.347037037037037,0.3234699844560355,0.318389024530848,1.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3050998986618852,16.72476959313475,13.434529562982004,0.5607657801417116,0.5533187800343672,0.0,0.1183367662581257,19.16997353652181,15.540020576131685,0.3557431051909876,0.3447133814582156,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4225428070365407,15.126970428492053,12.100688946015424,0.6514952439576784,0.638815041403172,0.0,0.0484524772394431,20.44977698168914,16.41469135802469,0.3273384311325105,0.3253806067474474,0.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4057831571591888,15.526333586940488,12.33820051413882,0.6379702586741351,0.627983370006189,2.0,0.0649352327553157,19.47446011338489,15.635432098765431,0.3328214270758539,0.3349019456806322,2.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3943592613276586,15.546961342728292,12.356976863753212,0.6296420442405182,0.6153391938828694,3.0,0.1705896648448331,18.89909735036137,15.23551440329218,0.4256555569546979,0.420775752678302,3.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.400270268358189,15.583373764754244,12.47142416452442,0.6334410229448779,0.6152672837251049,4.0,0.062910276079717,19.492052828185905,15.278683127572016,0.3453162489001515,0.3595099353182184,4.0
random,siRNA1,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4186877648426562,15.398516544582431,12.357336760925447,0.64933771780879,0.6368830432408307,1.0,0.1110201227819316,18.744592416373504,14.96485596707819,0.3794722436995734,0.3699517760293243,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1434737431034823,18.70381547696011,14.857809768637532,0.3801365082968803,0.3711349619498354,3.0,0.1332172699752871,18.49877582672254,15.094128943758571,0.3666111460573051,0.3577807092899478,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1361094735437118,18.67890629575507,14.968610111396744,0.3714959548407018,0.3654720968210017,2.0,0.0895083737035988,19.385381788065057,15.628792866941014,0.3184220014408752,0.3054532078143769,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1505848785855351,18.489458908788777,14.822680377035134,0.3916712586719627,0.3785268678589665,4.0,0.1009465370193245,19.39477018586233,15.711796982167357,0.3286001802689672,0.3249755023318474,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.150512983363602,18.524578629228245,14.813120822622109,0.3943929426252607,0.3830605463822056,0.0,0.0500874915237429,19.80252499684249,15.98522633744856,0.2812894977752452,0.2668499512649407,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1456738879483771,18.48070221397505,14.757785775492716,0.3827904553486549,0.3717141986564513,1.0,0.105733590981127,19.59942022975369,16.041262002743483,0.3287919225364791,0.3259633034937751,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.107538455195651,18.9038030204912,15.047609254498711,0.346522880157556,0.3448091256223983,4.0,0.1384660813308621,19.059504725211784,15.363600823045266,0.3954458129021643,0.3627608630462133,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1255434547366952,18.875613381136485,15.014976863753214,0.3717149108619763,0.3552273770406698,3.0,0.0594345103331221,19.36908971582694,15.840843621399175,0.3097361086042078,0.3053365255405844,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1385592169814644,18.82053747774374,15.016205655526992,0.39053599265179,0.3817658765021987,2.0,0.0556488575158469,19.03860393285007,15.40738683127572,0.3151014029769465,0.3079087154438625,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.137918049932212,18.72970451745179,14.968210796915166,0.3855598798444739,0.3772745145163918,1.0,-0.0390885026799214,20.248787678997868,16.32724279835391,0.2328931355605454,0.2202562061287537,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1334463715091747,18.57019503256651,14.903557840616966,0.3797758317536888,0.3671920086459669,0.0,0.0536320132252238,20.324958571827448,16.214135802469134,0.2951503697542321,0.2920198425322582,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0689698008981291,19.43408689042996,15.48430848329049,0.3346496447005262,0.3210648044678057,2.0,-0.0810957171790138,20.95075020509716,16.725925925925925,0.1993346575770356,0.1968255494840526,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0382150410032836,19.777999093017304,15.82691002570694,0.3116399693837671,0.2901550816495443,3.0,0.047585844504783,19.55771343313196,15.675390946502056,0.3141591697650486,0.3096534326423255,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0629148949995636,19.629926248573163,15.654323907455014,0.3474223541069449,0.3409150237563287,4.0,-0.002180894988137,19.610756391713807,15.786913580246914,0.2887073866153705,0.2737764871561699,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0775909427599439,19.349555867975827,15.60161439588689,0.3284121897620937,0.3066170998604571,1.0,-0.0218916932038066,20.29668407307312,16.161893004115228,0.2318876264497899,0.2234916149369985,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.0161547582556519,20.357980728245607,16.193460154241645,0.3113709968718073,0.3019299376411037,0.0,-0.1696088191649929,20.04091584281841,15.99045267489712,0.2079593867278241,0.2104051034613865,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1584428310405295,18.423109004063537,14.835897172236503,0.3989708126803579,0.3781238198926366,1.0,0.0527214263354317,19.83394157981913,15.681563786008228,0.2746905138033965,0.2902615167664901,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1485187464749673,18.76976127758675,15.028054841473864,0.3881405909256537,0.3745754074935939,3.0,0.0698159292683866,18.63037551951573,14.990781893004115,0.3114519044678303,0.2700505815253716,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1364543886792028,18.641091003986567,14.910608397600685,0.3770333134980621,0.3712562466669395,4.0,0.0769335865378307,19.645342558096708,15.84013717421125,0.3112734774829303,0.2780907157386943,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1474965210374511,18.56344696468065,14.779036846615252,0.3849374229183172,0.3807886124623541,0.0,0.0750930947188825,19.508356710066742,15.937146776406038,0.3002693526032408,0.2827259634651414,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1580643740285384,18.52582721504532,14.862670094258783,0.399607906086518,0.3888848410654875,2.0,0.0502328017850978,19.44446087006949,15.520233196159124,0.2787599179903424,0.2882963950020391,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1339438982432834,18.611473595842444,14.909624678663238,0.3737046723881554,0.3673989837403353,4.0,0.0457241991156197,20.20947014493687,16.26514403292181,0.2745227498986904,0.2736463953433193,4.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.147222801784621,18.65164648376303,14.842431876606684,0.3897486529146741,0.3755182382435588,0.0,0.0026204127006496,19.889119593116742,16.282427983539094,0.2477361948379122,0.2437561418699152,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1581675143974754,18.419111009644418,14.848627249357328,0.4012326735430958,0.36797260321683,1.0,-0.0131618743975197,20.5412370600908,16.254135802469136,0.2103081469296617,0.2011493932242867,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1414301461050341,18.65350235417255,14.976334190231364,0.3810700600458131,0.3708002180544399,2.0,0.0216601208224591,19.959793768572627,16.16985596707819,0.2368010460845916,0.235327334668018,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1353144267166155,18.67693165075274,14.910349614395884,0.3753025332151122,0.362710973494377,3.0,0.0714530605698418,19.623150721499417,15.958086419753087,0.30061408175145,0.290881145480224,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0560417419295093,19.61007588973149,15.664401028277634,0.3148910466650267,0.2997859815776477,0.0,0.0434753264197045,19.531479581695947,15.83506172839506,0.3054792873189719,0.2786652728893016,0.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0858881406217155,19.24830241104241,15.452102827763497,0.3426292135331868,0.323978875340256,1.0,-0.0552291415289301,20.73469496541104,16.22008230452675,0.1901177745821096,0.1968162067487715,1.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0935157054769362,19.333365668501163,15.476421593830334,0.3608526312029037,0.3474897771887297,2.0,-0.0781536011605901,20.20894881842396,16.032798353909463,0.1991171308954211,0.1733044004368416,2.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.100342170668251,19.059620504588235,15.197480719794344,0.3556075104628343,0.3367440657623063,3.0,-0.0337031975955626,20.631499150610605,16.504032921810698,0.2247363019228346,0.2353492963674844,3.0
random,siRNA1,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0800634581762294,19.221415472088484,15.300966580976864,0.3421964488666262,0.3255478423908846,4.0,0.0647587936193608,19.86258728520913,15.69662551440329,0.3187896553353637,0.318948672178386,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2801950044399469,16.76892186347524,13.423188259109311,0.5691973156723591,0.5737495897509811,4.0,0.1664642027080876,19.70689954112035,15.460073260073262,0.4549818560899575,0.4802383647241361,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3010010417482777,16.348963633365717,12.989000191901749,0.5902022189335321,0.594626813825842,3.0,0.1595623758311426,19.3653298795776,15.68081652257445,0.4550743748234242,0.4595518941588678,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3299151614957764,16.80498082098306,13.338515639459558,0.6166278629350944,0.6250552332063349,2.0,0.1622848626306325,17.312313188494134,13.811809523809522,0.4279546725626567,0.4324503484432234,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3123351865889188,16.358845675292393,13.117856264276927,0.6042129712575968,0.6037752558133016,1.0,0.1554049921896239,19.79746258599685,15.747627965043696,0.406385871497979,0.4246482723429225,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3072979126671451,16.90235579993625,13.397101910828026,0.5921894314948238,0.6004526132566955,0.0,0.1041283907822258,17.774160257578302,14.195344302254725,0.3813492308785992,0.3661026606983859,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3089953017008474,16.23751160900456,12.986542810985462,0.5852721151489162,0.5846212704847648,4.0,0.0572086418448888,19.933696057222857,16.057020905923345,0.3797445184160269,0.3821353995401051,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3473060262847437,16.545083438795498,13.179071938495332,0.6140517715581296,0.6172376721698293,2.0,0.1483937034790009,17.623668278952522,13.918918032786888,0.3896398807368355,0.3969486349250039,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3441653181950633,16.2098099244469,12.945991972477064,0.6154397072866625,0.6157521306102814,1.0,0.0393434133147132,18.90213600908553,15.203362445414848,0.3843370484490533,0.3885427244787872,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3679400266890296,16.065536735969243,12.824658770445572,0.6376610514796756,0.6399278685502575,0.0,0.1282618599212033,18.61170370335938,14.683936170212764,0.3610334900267735,0.3746162926764715,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3295253488891255,16.160858139722542,12.861292194092826,0.6017154669137458,0.6029984243961104,3.0,0.1876795778964908,19.38268542296468,15.433009345794392,0.4446389622331805,0.4568611746847574,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4114723601202394,15.50593468000008,12.261137339055797,0.6478231493964723,0.64340244083069,3.0,0.0217308596865971,19.397393286571603,15.237848324514992,0.3031499998447339,0.2927800312698837,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4186986666614155,15.120535864768753,11.98567551622419,0.6554418332636598,0.6504025911238998,4.0,0.089661089473233,19.424413440307536,15.68779891304348,0.3785119288893206,0.3879858864180285,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3796904762757238,15.830502826064224,12.528284931506851,0.6216086166011986,0.6158371104847893,2.0,-0.157869387539234,19.40059646594206,15.2623102310231,0.3226694682126817,0.3311034096827101,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4058547526800126,15.562811664177197,12.393127413127417,0.6431718786136557,0.6342050803762188,1.0,0.092109286704664,18.941360404695924,14.89915857605178,0.3578624178189646,0.3647448291417102,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3933475272322673,15.411373328476412,12.292701754385966,0.6366737238899067,0.6299889275743373,0.0,-0.0001372583307379,21.47762014219632,16.998440366972478,0.2876603238395449,0.308618558366993,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3130915448219022,17.044960511353047,13.582737556561083,0.5965772787309043,0.6047420497636867,4.0,0.1835038322977406,17.09874754541749,13.553534439416794,0.4429795588623396,0.4449739033944989,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3049013230795211,16.749855495567772,13.330123171670516,0.5881264050258053,0.591548864464495,2.0,0.1843680927644918,18.209678912708977,14.481726275631855,0.4533636977148276,0.4670547008468723,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3097355501994802,16.790909634077515,13.406468231253577,0.592471072053631,0.5941592139316092,3.0,0.177766715150791,18.103215054835907,14.327309941520468,0.4337614144349552,0.4429285228524371,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2966894207749163,16.56613114755078,13.276990617808462,0.5858023014324656,0.5840737017950337,0.0,0.1767193165641035,19.429132660642622,15.4169099756691,0.4416144230625071,0.4555012911263992,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.302526489570376,16.770507704449887,13.358507918336196,0.5866957607462209,0.5939467223477839,1.0,0.182056300486103,18.23979084790828,14.456656920077972,0.4478379485656459,0.4726553794411778,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3507944064286952,16.289090721783438,12.8778055878929,0.6192353115584629,0.6250959542874353,2.0,0.1367038983596302,18.376971041398026,14.658022440392706,0.3939207334911643,0.395520937854477,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3484505014126003,16.293791108433265,12.970540694365395,0.6157917744413214,0.6170500315133118,1.0,0.1633004701360816,18.32123689101304,14.507789317507418,0.4050566730936193,0.4108976415615752,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3168023512710985,16.265734193168004,13.040502183406115,0.5916716005429395,0.5924364052362849,0.0,0.1432577908502041,19.451450825890944,15.658096828046746,0.393075852567317,0.3908384977085868,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3394522112700163,15.958227071951107,12.629824663939218,0.6136271073641635,0.6134743154639976,3.0,0.0177957838066487,19.95334391009297,16.21823611111111,0.3404143628725106,0.3363915843473721,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3402525353403502,16.26186022490704,12.995810234541578,0.6142162813949438,0.6134445103956857,4.0,0.1554278488027642,18.770808019200818,15.008630630630629,0.3946182627491157,0.4107932992544974,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4007194079054214,15.684129769353603,12.40062639821029,0.6392874975060011,0.638950197372397,0.0,0.1093850034939748,18.69563592093984,14.840466562986004,0.3610183574005189,0.3617145680080831,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.413520055564175,15.733421475521874,12.475317185697806,0.6497836526661681,0.6519119437402132,3.0,0.0285483224238672,18.540788630519653,14.956241032998566,0.2938904528419475,0.2975287450772566,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.410881188155701,15.627964281502871,12.361937259218491,0.6480907466626442,0.6449482004367998,2.0,0.0650180025211256,18.65422495829801,15.077947882736158,0.3425454400542203,0.3241593555261997,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4142728604144032,15.693628059158048,12.423665919282511,0.6500993068646479,0.6439275728155825,1.0,0.0026529479861761,18.697576217633653,14.812457496136012,0.3067050738031153,0.3177930569802117,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4054472325399859,15.548995409947718,12.299989445910292,0.6436005706245634,0.6412839477793562,4.0,-0.0045327698700927,19.78538117421434,15.52705223880597,0.2707802858327053,0.2643310542142518,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3146081053770638,16.62975604746591,13.245443016281063,0.6016671009796837,0.6125946358408061,1.0,0.1777860568216306,18.465495533176995,14.666748971193416,0.4314074515849299,0.4286567657285102,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3149931075459834,16.723880455910056,13.317196229648673,0.6100691770322657,0.6162360944495453,2.0,0.1856723927487216,17.944466422032946,14.303936899862826,0.4349017678560436,0.443459083950366,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3208991990807085,16.778504416489447,13.320798628963152,0.613481246702756,0.6206401124617142,4.0,0.2081838396140752,17.121946772232054,13.53949245541838,0.4652030559420621,0.4775749905853124,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3090471357651811,16.90788613725534,13.407184233076263,0.595166500307483,0.6005576600830064,3.0,0.2023374064458946,17.2608593599398,13.779314128943758,0.4565688516853159,0.4652840691647611,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.311377003948815,16.71920294010152,13.280726649528708,0.6011353911166707,0.6069406754361606,0.0,0.1916041558289229,18.09238707441053,14.383484224965706,0.4488150685143376,0.4506816155615488,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3419368055688356,16.370184192257334,12.973131105398457,0.6123669387306994,0.6140895487751015,4.0,0.1686673674908492,18.22649720630716,14.475802469135804,0.4108603429889863,0.4185309531285424,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3499137901942009,16.244342171857898,12.867994858611825,0.6203106191815304,0.6281011232389561,2.0,0.1594922827504068,18.44473934391648,14.72008230452675,0.3997696808137232,0.3931763318696277,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3396452709071813,16.18004108656656,12.841799485861184,0.610800603874342,0.6116158784780911,0.0,0.1907995647508843,18.924133839195548,15.233045267489713,0.4432477141335093,0.4534009576836543,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.329151690145724,16.338154112210614,13.022210796915166,0.5974536063856051,0.5969962535180858,1.0,0.1703198311075863,19.029823139595383,15.057860082304526,0.4179299900800559,0.4120014042699153,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3219476935941492,16.550377549107296,13.227557840616964,0.5928731013784473,0.59060748085859,3.0,0.1974714121840605,18.19031400670564,14.334012345679012,0.4465919540647554,0.4689078322424138,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4098380922378865,15.402786106602868,12.20992287917738,0.648608676778835,0.6447448929216603,1.0,0.1141151774674119,19.29462128935389,15.353456790123458,0.3586107942127807,0.3477908392271912,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4239463394477081,15.31283852025998,12.176370179948586,0.6602306740196298,0.6535653736426695,2.0,0.099033820762191,18.978541792236587,14.84962962962963,0.3596901673654834,0.3596280532078839,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3932569337456864,15.941724800484918,12.712370179948586,0.6339652509719607,0.6226153635937219,3.0,0.0811841867316858,18.01392611721217,14.471111111111112,0.3401605655513927,0.3604838293703671,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4103798539298839,15.478521507947052,12.29312082262211,0.6473962516557407,0.647058320138397,4.0,0.0918441370171541,19.13801521416076,15.18576131687243,0.3439437467394656,0.3433395481664584,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3994961465510198,15.675382202611312,12.45681233933162,0.6381516111075567,0.6289498790755426,0.0,0.0784810014573724,18.996999676470463,15.308971193415635,0.3317311843897561,0.3416298424226147,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3176244568944336,16.67945729662081,13.32467180805484,0.6070600493891416,0.614241952784425,1.0,0.1794799195132526,18.05806265594805,14.22872427983539,0.4328532168432798,0.4393574740182973,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2988235689444479,16.889085652877462,13.50031876606684,0.5859362597403821,0.588507842626078,2.0,0.1878010696679594,17.883500573866726,13.9941975308642,0.4512470165494758,0.478158194453555,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3181089264191461,16.637282311357158,13.190245072836332,0.6092583995972122,0.612256003253043,0.0,0.1894484894419164,18.117061871732886,14.291604938271607,0.4473593478620571,0.4647436077605335,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.319742639169337,16.599987098345544,13.033813196229648,0.6112543604417124,0.6249047858282787,3.0,0.187298260047057,18.20871524901364,14.877037037037038,0.4420838420232615,0.4325969032594051,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.292500994795664,16.888271499862576,13.34063410454156,0.5811337469440278,0.5909947815403231,4.0,0.2268253341107337,17.923184006196603,14.44400548696845,0.4959736983967675,0.4989461853797027,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3487264193540184,16.348739073883117,13.041460154241644,0.6196226501352904,0.6219773951733879,2.0,0.1845668297954488,17.756524350105366,14.157880658436214,0.4348052587587282,0.4430133267089879,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.338300268675324,16.521719558576113,13.01948586118252,0.6070272129710241,0.6186769476101096,3.0,0.1852970335600491,17.5225885903125,14.196687242798356,0.4366660788219526,0.4290568477455405,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3351638911050164,16.513934362331504,13.088591259640104,0.6074714647991148,0.609546878313744,1.0,0.1889023493525088,17.71594073051381,14.32942386831276,0.4371799913086041,0.4267939215038751,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.355141879305336,16.16729930881698,12.90359383033419,0.6304648601701708,0.6291770257375263,0.0,0.1734879658708564,18.31422889000219,14.335637860082306,0.4199969442572875,0.4424282380277064,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3515397431260043,16.20499202497684,12.837763496143957,0.6225502687431125,0.6293728262127462,4.0,0.121915504953157,18.92225213672849,14.932551440329217,0.3596159065364152,0.3706680131982834,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.389282382526951,15.865440969989978,12.665933161953728,0.6302905667727674,0.6297428360478169,2.0,0.1228358355774815,18.22165204618344,14.50144032921811,0.3833371475934414,0.3671007804096299,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.398849459048882,15.436770890539004,12.245727506426734,0.639863165536075,0.6344750699435718,4.0,0.1322615942360007,19.608371102260143,15.78,0.3821114049857089,0.3932395172199523,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4181815418745848,15.34220570475085,12.177861182519282,0.655186199487888,0.6517524879586383,3.0,0.0805200055365975,19.40884406613488,15.4,0.3300890252785408,0.3517476665171236,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.415257442846628,15.536118190586624,12.376884318766066,0.6514764347634543,0.6461628126286774,1.0,0.024834714127889,19.06960369764367,15.20374485596708,0.2981700297442369,0.2999449681436036,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3803455030194683,16.029744344599305,12.686704370179948,0.6214449123645334,0.6175706892225081,0.0,0.1396837478366756,17.839386511623967,14.23469135802469,0.3965199610731807,0.3906258824572483,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0191547889287047,21.50644563285946,17.416993548387097,0.1700561796817196,0.0949344040939837,4.0,-0.2937513547591361,29.538584670703983,22.33936936936937,-0.0848795050979822,-0.1222215638445995,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1008532212148354,22.04364287908972,17.58765977011494,0.3181864956045761,0.2978390065288582,3.0,0.0426165120011918,22.00567348744259,18.191333333333333,0.2402410619481529,0.2066373728029602,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1332580516612398,22.06709297700465,17.849813163481954,0.3798731050627289,0.3702310552380479,2.0,-0.0479180145288034,20.44787597709364,16.81272380952381,0.0435154140171587,0.0841795646016997,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1277093389641402,22.088365271956807,17.805301801801804,0.3685944450825367,0.3672872182906756,1.0,0.0237348418493308,20.392551043719543,16.48440909090909,0.1633054726618246,0.1766032417195208,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.073056184646819,21.91154159355688,17.745425925925925,0.2719984618540969,0.2184296432049668,0.0,0.0664508786432571,23.04323803904464,18.542875,0.3463147252956418,0.3645245332175423,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.083258899375607,22.326651911635416,17.958506410256412,0.2939338381221733,0.2986595691227441,1.0,0.1308032426738969,20.44296399266885,16.51169444444444,0.3731911754192536,0.3791749798700529,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1860501724594507,21.09762242067944,17.04970833333333,0.4419543669388663,0.4124880685718047,0.0,-0.0340616282058776,22.362569737174663,18.262875000000005,0.0643279541896702,0.1013379651362422,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1567392655230444,20.87458151923469,16.5485873015873,0.3989074026627167,0.3838978920084849,2.0,-0.0302945452876703,24.066985920928737,18.69422727272727,0.1314974856268984,0.1509044035611219,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1662020933207104,20.972903805027222,16.544791044776122,0.4232673266526209,0.4252416507062486,4.0,-0.071053763341627,23.792854798200988,18.97937931034482,0.0298970393179787,-0.0258697591436217,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0879015075142206,20.36550727632932,16.19367407407407,0.3015847704014143,0.2640005658057387,3.0,-0.1845936169274753,27.65085129078784,20.05770175438597,0.1492539146919865,0.1664533065636378,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1794722680679109,19.653924430675865,15.478900763358778,0.4240080498985005,0.365976698583536,4.0,-0.2968493398937906,28.291940102334767,21.119278688524595,0.0116845492606686,0.0687485126764037,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2906364659164072,20.06529397681329,16.067127819548872,0.543714309394403,0.581083442186472,2.0,-0.1862808648118616,23.11468153888493,18.267050847457625,-0.0205447908125433,-0.0696498520092014,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2573186729242221,20.073334601836017,15.925639751552794,0.5075278427332484,0.4807916826862937,0.0,-0.4638953238828858,25.437534466648604,22.603741935483868,0.3277436517086177,0.305241935483871,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2053904933614715,18.986409273691223,15.07493243243243,0.4549719888816759,0.4237941610533406,3.0,-0.5464283838264199,32.176198497138735,24.005045454545453,0.1687619227124559,0.2121991614834442,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2122974595468172,20.329485572049308,16.026577181208054,0.4621426361244107,0.4743702997073861,1.0,-0.2494668993752247,26.425577139634825,20.01753488372093,0.0038849894054492,-0.0367797003624884,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1089913605051103,21.492745439350685,17.45028855721393,0.3352791897393845,0.2723660109205882,0.0,0.0146297338986304,23.44035928042491,18.99306896551724,0.2277766215435674,0.1881969331320622,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0965905140721616,22.54730761570528,17.95530114942529,0.3126541843765218,0.3067386373143377,1.0,-0.2529308471492484,20.73417785970137,18.86695035460993,0.0399890929787423,0.1465078630897317,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0819072372808478,22.241882752195085,17.61688205128205,0.2872066933793125,0.2425500419244154,2.0,-0.0292225336941767,22.7917061979174,18.094043010752685,0.121271565401109,0.0617468931439887,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1283997107200105,22.14692427670941,17.93547549019608,0.3634114035959417,0.341561331905281,3.0,-0.1158706702154372,22.2650954159409,18.216511904761905,-0.0538030381339106,-0.089336978810663,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1174171151423187,21.724860429225867,17.447807228915664,0.3431410342930622,0.2957851601749318,4.0,-0.1039839073627555,23.412984664990425,19.326692307692305,0.0486736269349339,0.0933333333333333,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1162281595839218,21.8015417723788,17.697041666666664,0.3449926335551988,0.321437111792917,3.0,0.0238889759114654,22.399480182770613,17.278958333333335,0.1687480382659683,0.1074685193226226,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1436790421988387,21.265850839236755,16.881694444444445,0.3833422151984678,0.3577463515125141,0.0,0.0014845154806211,23.344264494553403,17.133666666666667,0.2021945102443088,0.2552105948762483,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1849573580403607,21.66431270679253,17.506467948717948,0.4397823465389525,0.440807514379244,1.0,-0.3508673897306456,20.78754878593861,17.28925,-0.1678260657673631,-0.1895996926505757,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1642341733740053,20.56264899433247,16.552916030534348,0.4167057022182848,0.3910980147283329,2.0,-0.0236267578536417,24.48528206400936,18.218672131147542,0.2630378881032137,0.2958036966580497,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1611446170354795,21.31012676769128,17.119652173913046,0.4040539634394954,0.3852118223317186,4.0,-0.0496713280747493,22.71009339560357,18.805666666666664,-0.005791983061162,0.0558806152305649,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2404261198361682,19.969090794510908,15.866101449275362,0.493188895159338,0.4565880022334931,3.0,-0.1947201161583589,25.48682116382969,19.29555555555556,0.0848358724036775,0.039191018666353,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2652189862608876,19.03196909072203,15.11072847682119,0.5174785718940564,0.5037923216319378,2.0,0.2140397478227316,22.68620989962308,18.046731707317075,0.5017729655821496,0.4447930705467595,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2518011826296161,20.2585643836308,16.19324285714286,0.5024562693348431,0.4530804103651209,1.0,-0.0819787950316859,22.98231375678664,17.152346153846153,0.1914788616087596,0.2001195253137539,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1754078166189328,20.697081937492367,16.310515151515155,0.4214513690975328,0.3931901993615616,0.0,-0.0802868323847207,24.5922361705207,20.042266666666663,-0.0280776031719264,-0.0262883663530194,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2461613856916394,20.433764546801942,16.34807643312102,0.4967670472465288,0.4817251434175319,4.0,0.1565155848367113,19.19373121174128,15.130457142857145,0.4225149954964602,0.2238408762680105,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.065765552897173,20.44594824269462,16.3551914893617,0.2578266298908533,0.2448994225964768,0.0,-0.3742642318866702,29.68196713982684,22.03768627450981,0.0983042193770454,0.1235294117647058,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0725712432525116,23.101049590379137,19.01518881118881,0.2735929361159213,0.2793986986584123,1.0,-0.1544187598680382,20.05341344199877,17.06073469387755,0.1275311041171195,0.0481632653061224,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0568783562191994,21.716143825745185,17.475221445221447,0.2390933019293251,0.1991925596475807,2.0,-0.0948801755593267,26.03260982314454,20.4996462585034,-0.1344436096428388,-0.2079134672479406,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1536087584283288,21.59068146796396,17.24130735930736,0.3979475230474547,0.3898334601103041,3.0,-0.1467937504216578,22.60629554502475,19.39564912280702,-0.2033479297913872,-0.2123864755443703,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1398040829716677,21.7427460386129,17.7076091954023,0.3873752046666746,0.3672288862624918,4.0,-0.080523195910573,22.32669790535479,18.536879432624115,-0.1359851133038029,-0.1599838108846956,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1299143477045914,20.14587535966464,16.52949285714286,0.3679914020293723,0.3223607387644375,4.0,-0.283288589645966,28.5638681614755,21.33165384615384,-0.0765442150544555,-0.1541975285451381,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.138291969456308,22.61495586782569,18.4089925925926,0.3777735614536121,0.3900640552757382,3.0,-0.1897252432276031,20.49940048674081,16.848315789473684,-0.1113527749984184,-0.0483575608892962,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1460231487176427,20.994190760039285,17.202263513513515,0.3912190111309355,0.3798449110254902,2.0,-0.0091881594860185,24.33362773182225,19.665454545454544,0.2087386912120994,0.2952783650458069,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1633117311944885,22.20363311168262,17.703537313432832,0.4092132119375436,0.4154197590028528,1.0,-0.191045297796863,21.537432874592696,17.137655172413794,-0.1621511658993246,-0.1687840290381125,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1284427783982697,20.844106987145057,16.738584507042255,0.3600120398283625,0.3771663460402878,0.0,-0.0010439390114933,24.865205004182048,19.3353,0.151046942781099,0.1417663167466897,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2203483899351347,21.06567541218246,17.28398319327731,0.4791187364484329,0.5163055872551237,3.0,-0.3586280177368215,24.39698625785065,21.280739726027395,-0.0269522593662744,-0.0602007208985695,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2213508643851072,20.79989975181886,17.096585714285712,0.4757702561848763,0.5078680584395027,0.0,-0.1630389542232049,23.218567984067608,18.33023076923077,0.1693221899388167,0.0864144828196806,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.27077681845305,18.56934143797243,15.171786666666668,0.5247878062260732,0.5053408624493766,1.0,-0.1142571106977821,28.55839067594671,22.124809523809525,0.0628667411442626,0.085420213456971,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2183481949550531,19.6325722599088,15.928148648648648,0.4676047382552538,0.4635928665280047,2.0,-0.2634767696948685,28.956828966897977,22.47672727272728,-0.1246593306542104,-0.1606878571895418,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2565480777437776,20.39043762084146,16.514178343949045,0.5127540910403857,0.5230173110850908,4.0,-0.1811448684161023,22.053023046415067,15.866914285714286,0.0860923999594616,0.0649996512213621,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1507518365045277,21.27891256515604,17.18077435897436,0.4058039618766564,0.410519372869217,1.0,0.0393041355268866,22.53259704322928,18.3248064516129,0.205084863868722,0.1854971733528569,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1074153016205314,22.9092549955276,18.690581740976643,0.3312120593760447,0.3165186583516647,3.0,-0.4819277746745978,19.067275930991595,16.66133333333333,-0.2523020218908388,-0.2719887955182073,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1163241693235355,22.07408995352416,17.764995495495498,0.3420296339840514,0.3028789202480978,4.0,-0.1088922799195377,22.120637820959423,18.833954545454542,-0.0481750578484187,-0.210366820666915,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1593443795251041,21.84951131519652,17.592720357941836,0.4057132341321703,0.3867766496312566,2.0,-0.1340295248356959,21.56367202074099,17.58857364341085,0.0368968623811764,-0.06674720628209,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0589863146619209,21.27152480835624,17.27137844611529,0.2469944260085743,0.1886742886117113,0.0,-0.2092940246848924,27.00825714334237,19.414610169491525,0.0743897123197967,0.0870645318084068,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1717318532527818,21.44444716528355,17.31318115942029,0.4196029984791176,0.416211933715861,1.0,-0.0108803686298519,21.796105615028605,17.51472222222222,0.1289585882486456,0.0504698192069053,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1307105601431689,20.9036311862382,16.97177027027027,0.3674096302289532,0.3316175198108313,2.0,-0.4257810482471114,28.21659711580145,20.716386363636364,-0.0416252804676841,-0.0557454456105627,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1136654928118038,22.867398659426755,18.940127118644067,0.3600901583857297,0.3842705451630206,4.0,-0.0128128416405417,20.96576995285926,16.992932432432433,0.2185559333720087,0.1505879566665076,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1579911811053814,21.08413288487925,17.334376811594204,0.4014363053628937,0.4080582392446148,0.0,-0.0429006654575203,23.82425884277216,19.72751851851852,0.1139197629811539,0.0675065276762145,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1364325074612574,19.950400215901634,16.328816901408455,0.3760283042370465,0.3214888953218068,3.0,-0.4015533654532703,30.157941691037205,22.79908,-0.1373008804613754,-0.2576416075068656,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2553547025930142,19.283989321117826,15.62771232876712,0.5069565985987617,0.5150125182132804,0.0,-0.2545665904252672,27.894416745385044,20.88913043478261,-0.0089103042002008,-0.0441634546499686,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2692569850047126,19.02498689672038,15.28152866242038,0.5198415629908945,0.5261937877749531,1.0,-0.1888232149409576,28.83631163060115,23.68028571428572,-0.0928552472048594,-0.0631696899090957,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2223262566861228,21.153703115447744,16.84118881118881,0.4748947763180716,0.4738803367378915,2.0,-0.0887215551295934,20.781959635359566,17.160122448979592,0.0909595027917357,0.1615429757008417,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.261025747194448,20.002632877021547,15.909703225806451,0.5118378036740627,0.5242797604995726,3.0,-0.0231222381158817,21.839840824585767,18.91767567567568,0.2566491457970881,0.1826911690372675,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2306594648344458,20.74123206944056,16.56281879194631,0.4809843872727036,0.5028909546458624,4.0,-0.3179879623503403,22.80629556289941,19.58981395348837,0.1253004491203821,0.1652131235367825,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.100606403363277,21.76223422545719,17.809455337690633,0.318276483082527,0.2654683563148292,2.0,0.0026072994304335,23.53987877812647,19.989452991453,0.2007466798970966,0.1713909707102033,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0986456119797456,22.17621853409708,18.28244137931034,0.3160826179617159,0.2868606429997313,3.0,0.0719338703146499,21.339329831879887,16.53855319148936,0.2831491714725753,0.2340542431659774,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1041300275443475,22.565005523499337,18.244995555555555,0.327339357758596,0.2900667950590925,4.0,-0.3180340593167119,19.6884386634718,17.22452380952381,0.062251208049298,0.1316045385196464,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1104935996084472,21.371081495515146,17.564798122065728,0.3358905638122238,0.2685710454162981,1.0,0.0726097962391214,23.02864701270041,17.14872,0.3208387247497557,0.3864073118152192,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1150679130734583,22.100276481084297,17.86499760191846,0.3413524952298887,0.3356409695386952,0.0,-0.0205195333979721,21.60519453126384,17.417899371069186,0.0601184773477795,0.1118122629630195,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0679478284487007,22.13285109281115,17.837924137931033,0.2696324443909423,0.278871731422762,0.0,-0.1431590514804597,25.14561410426977,18.6655744680851,-0.0375974616606746,-0.0072863959855914,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1008102904484078,22.542647403982148,18.42800657894737,0.3183518358266919,0.3162985998257573,1.0,-0.2054386296361439,20.84545504720393,17.649825,0.0259327577035201,-0.0249167110246011,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1166543977995119,21.363710896470536,17.31180392156863,0.3420380448887816,0.2995505891230487,2.0,-0.2381118057289633,25.619339061512065,19.41097435897436,-0.090521923646151,-0.1082202897257923,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0958554842234259,22.421557379240163,17.990950310559004,0.3138721985197356,0.296960930791209,3.0,-0.2910315002392016,23.022190937188995,18.97825806451613,0.0503140555620096,0.1316797768253373,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1199170385718217,21.12633226045899,16.739551724137932,0.346604904063162,0.3654288815863094,4.0,-0.1526382171890292,26.321074134536083,21.29095744680852,-0.0217587238614545,-0.0654040782516184,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1287251320372719,20.993304400489528,17.150206451612902,0.3677401041686299,0.3868346974964241,2.0,-0.0382143929639289,25.84861558946421,20.225783783783783,0.144728529158244,0.1107488042968555,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1594478069617243,21.469443566388943,17.44939568345324,0.404360164924391,0.4039784078514809,4.0,-0.2355457776915126,24.306508085711425,20.245698113207546,0.0060486688820419,-0.06253026802456,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1699475685747454,22.03406826973066,17.40922727272727,0.4137884449616467,0.4178950472608337,3.0,-0.250603280134769,22.500462344879345,17.62706666666667,-0.0185600703052779,-0.0351301411614213,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1528071735727146,22.00116964389272,17.579307189542483,0.3981923135624385,0.4050977738827866,0.0,-0.1419171895180944,20.8353244890523,16.378615384615387,0.1967926885338392,0.1572339851813732,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1393941941159731,21.362982656923165,17.3210447761194,0.3753230631828873,0.3867889003954095,1.0,-0.0949702985722729,24.256042487850607,18.58286206896552,0.0869429459933831,0.0303740075613904,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.110399636253833,21.553230313234334,17.405014925373134,0.3362958714001982,0.2541550962286517,1.0,0.0125932764227266,23.426163180597555,19.053563218390803,0.1735360027965528,0.1302508732875461,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0863140790784485,21.34460388534353,17.503641379310345,0.2949996741592181,0.2457628953738335,3.0,0.0132093878886769,24.984928114543152,19.446014184397168,0.209731090065278,0.1415023441173808,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0660575385380144,22.460375511408422,18.13785815602837,0.2578421338744116,0.2304311902592276,0.0,0.0121590965256621,22.34612608441097,18.02824836601307,0.1205100879288308,0.1395148887965845,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.104434577225686,21.62914799543771,17.498303747534518,0.3240054595014106,0.275063880694865,4.0,-0.1348078232314329,25.14899228683882,20.64953623188406,-0.0526530886789244,0.0484309379746875,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0969925393167506,22.25047482079317,17.83608558558559,0.3127189180364326,0.3041590701115065,2.0,0.0439399096136946,20.61835773373728,17.419939393939394,0.2373769746420525,0.1809403015008655,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1105359508086556,21.95009796333493,17.817191999999995,0.3365410920263427,0.3792191833133234,0.0,-0.0177327132177942,22.7109276094262,18.784731343283585,0.1555421364777944,0.142047496528135,0.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0974039032213763,21.72702088423252,17.412255813953486,0.3146401284440366,0.3489167761069638,1.0,-0.0256639048406308,23.736418023520343,19.899857142857144,0.1417521434704126,0.0934154310823961,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1082348416665981,21.940015052258584,17.465626666666665,0.3295287469607547,0.3444179045107018,3.0,-0.0816618830143804,23.15188312920941,19.499809523809525,-0.0672417598912089,-0.044089639029597,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1198917498103239,21.32561618648646,17.43777777777778,0.3473086809596853,0.3489531699464848,4.0,-0.0326783455576566,24.080688227837587,19.07064912280702,0.0785482756108596,0.0973325126955638,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0863782334809729,22.42757066770261,18.27920547945205,0.3026143472443269,0.2924140324933406,2.0,0.0322045646152937,21.37628382923061,18.977217391304347,0.3360086255153484,0.2897326039827441,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1566277333051556,21.81987148487448,17.34361643835616,0.4014168420902894,0.4157898695798929,4.0,-0.1613266037132332,22.13721886620889,17.082434782608694,0.0229083914606665,0.0437974228371896,4.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1408409694056226,21.76650074992652,17.180455172413794,0.3842985269408422,0.3656206145681552,3.0,-0.1107766968784502,22.945483888853097,18.708212765957448,0.0958185362650386,0.0184467706470962,3.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1657689945471051,21.621766337354813,17.058,0.4075951107106561,0.4225402154466286,2.0,-0.4520535675038035,21.760754977990107,17.833090909090913,-0.1489743364370652,-0.1886603770568659,2.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1747585259120929,21.38475739033194,16.827286713286714,0.4182727062279577,0.3821460524636346,1.0,-0.1202125541565846,22.928896448074656,18.49816326530612,0.0748428081248159,0.0876024348837335,1.0
nucleobase,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1106286034962884,21.89173798198295,17.036858974358974,0.3524328850223459,0.3550023708135715,0.0,0.0345895375527995,21.73420454030927,17.081833333333332,0.2863275403136332,0.3241295033711796,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0622158256064128,21.87635286549215,17.918978354978357,0.250003133012844,0.1816986989133717,2.0,0.0499813662599191,23.9287820864404,18.13091228070176,0.2573581566989499,0.2202647992121676,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1362631742719389,21.69651049599317,17.515181818181816,0.3739838544943549,0.3222416265938098,0.0,-0.0846768324435609,22.53317217138464,17.155105263157893,0.0050551548096961,0.0990261516577306,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0766055081461015,22.247277161541657,17.913922077922077,0.2774804963822186,0.2595881110627334,4.0,-0.0016968883413388,22.724115806626724,18.45798245614035,0.1590975928285901,0.106029106029106,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0963499261566892,21.687664332032902,17.417428571428573,0.3107690971772606,0.2988233631900953,3.0,0.0166992913591557,23.90654897232308,19.84684210526316,0.155091392765794,0.1261625998468103,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1084101537655819,21.553426153587576,17.49067965367965,0.3294586787862078,0.2995204400320035,1.0,-0.0141499103020681,24.23544602533206,19.63161403508772,0.1507473246751177,0.1248495459021774,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1816100328621795,21.77906605826177,17.954032467532468,0.4297819237815277,0.3839217065012386,0.0,-0.2850573994487837,20.71979733948848,16.095421052631583,-0.0718215195770189,-0.1104059525112156,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0900011054942944,21.878674498805346,17.474564935064933,0.3008017755398091,0.3160125188971812,1.0,0.07970464839878,22.472028344026644,18.081894736842106,0.3294423441934651,0.2147937411095306,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1039622487931555,22.059786840494446,17.773837662337662,0.3244884291263157,0.3242147165645731,2.0,0.1018426294248509,20.44924529684473,16.36884210526316,0.3586054037064396,0.3128522191037167,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1543165051574141,20.759922934665408,16.50688961038961,0.3949396475193372,0.3617282216456898,3.0,-0.1586591327704576,26.8876702338686,21.477973684210525,-0.0623381891605823,-0.0184921763869132,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1501441117748583,20.88226654722496,16.980733766233765,0.3935606301712583,0.4136992602888444,4.0,-0.0328077787285567,25.102118516697267,20.14855263157895,0.1325475933188699,0.1421380895065105,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2462437527747162,19.19603475626246,15.293597402597404,0.4977554874249619,0.5436693024562536,1.0,-0.1384817154822333,28.22726879045192,21.922947368421053,0.0691826564121528,0.1434511434511434,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2451705749061358,21.07299648870533,16.874064935064936,0.4965183542753165,0.4917490749872778,4.0,-0.5376588397364275,21.111652816195583,17.549894736842106,0.1300403943495314,0.1254035127991813,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.3201059755091719,18.937906673358363,15.447519480519478,0.574272226694122,0.558549063739967,3.0,-0.3621663555758134,27.31223834030991,22.29642105263158,0.0184319026724129,0.0749534960061275,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2273028729742002,20.1777119415162,15.807337662337662,0.4786033048513398,0.4787355341123239,2.0,-0.3025178827425878,25.44155745811834,20.538736842105266,0.0185124284205104,-0.0263705000547105,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2038528676695253,20.35340346471328,16.279805194805196,0.4528505065793468,0.4216346585360468,0.0,0.0112575886426418,23.93751650267399,18.89847368421053,0.2297852970231091,0.2227936754442697,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0429398735680894,21.481833280560465,17.088991341991346,0.2106461748322097,0.2029277893556377,4.0,0.0226928650905066,26.58437388053145,21.464315789473684,0.1981100524329056,0.2130430025166867,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0497785158777094,22.653125045160728,18.26178787878788,0.2307212671713912,0.2142142487493531,2.0,0.0858334964468179,21.33676392893412,17.94436842105263,0.3134306046957062,0.2069154174417332,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0793904338889545,22.47695126906877,18.23161471861472,0.2827133539193449,0.2719325627094245,1.0,-0.0786195604222941,21.51634508599565,17.49412280701754,0.2012925533114037,0.1948790896159317,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0888156707685912,21.853574879346745,17.892199134199135,0.301273757759363,0.2824376563827148,0.0,0.0478087625418585,22.892303479988275,18.204245614035088,0.2554774779580092,0.1206915417441733,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.08407453253043,22.178189038954898,17.840515151515152,0.2903008760864976,0.2651333002017545,3.0,0.0322901510749714,22.143040072427333,18.14631578947368,0.2035856102547043,0.1528613633876791,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1602662392621514,21.905713851508143,17.707474025974026,0.4071134632955445,0.3774382640501511,0.0,-0.1867185882505284,20.992119575287244,17.08084210526316,0.0354778976310528,0.0342488237225079,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1559665754587303,21.57407820290811,17.42488961038961,0.3969480764167382,0.3768795718623048,1.0,-0.1223806568786745,22.52397073061684,17.73178947368421,0.0557228585745093,-0.0436590436590436,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1385247188857403,21.015915288551778,16.91881818181818,0.3792143792276407,0.3477047987211734,2.0,-0.0976232536300196,25.451424300957463,20.385473684210524,0.0746864311275715,-0.0298719772403982,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1711815398451804,21.227184202087443,16.930733766233768,0.4181410823515386,0.3995666045674307,3.0,-0.1322009549569354,23.48096937947835,19.42494736842105,-0.0010075106124004,0.0342488237225079,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1159683504962076,21.66063432834998,17.321831168831167,0.3410793008014143,0.347632797065911,4.0,-0.0228244912873998,23.39916860196443,19.741315789473685,0.1910401258027481,0.0519750519750519,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2842652869162588,20.017707296356328,15.99161038961039,0.5340938128342971,0.5558744645935922,1.0,-0.3413113873462556,23.55848548657261,18.840894736842102,-0.060486146344994,-0.0213371266002844,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2676339682937599,19.3150423400365,15.618974025974026,0.522097000170054,0.4977253685397634,2.0,-0.0958110546700634,25.674532103562125,19.16126315789474,0.1939955276376323,0.2151455460713504,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2130893821834029,20.078662721936904,16.205285714285715,0.4629155553659527,0.4106748265027978,4.0,-0.1936002610106117,25.78969903091665,19.47910526315789,0.0309021708332939,0.0762665499507604,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2260176764753263,21.155875912152386,16.753246753246753,0.4775657662657765,0.4981780066606934,0.0,-0.2654990412151468,20.96153001396405,16.295631578947365,0.1076617162606208,0.1241998141597476,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2462992393842998,19.42519845759325,15.625506493506494,0.5003345554014633,0.522338723262219,3.0,-0.0978002525983847,26.92212114502437,21.75084210526316,0.1334100597148626,0.1346974504869242,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0456745645176255,21.76518038076448,17.854974025974023,0.2194698323646535,0.203615017997874,4.0,0.1535891180226937,23.972977843362777,18.75352631578947,0.4846016097342223,0.4137440505180668,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0527327428368298,22.977656656034306,18.542467532467533,0.2334580327360135,0.209744817700596,2.0,0.0387133872731287,20.363210637946565,16.73529824561403,0.2293818462057416,0.2580292174349647,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1169592757790016,21.142904739474915,17.170705627705626,0.3509640874632851,0.3241454260496255,3.0,-0.0653754868156717,25.96079551444236,20.46929824561404,-0.0107851942826653,0.0456286245759929,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0861211490402229,22.40332228467585,17.88326406926407,0.2988615584469332,0.2799289613809322,0.0,0.1645379182412922,19.707426288685607,16.851438596491228,0.4240221505157048,0.3572600941021993,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1094375320638528,22.401907704595043,18.144679653679653,0.332962368464575,0.3120929743512233,1.0,-0.189289985098346,21.47744624059257,18.28661403508772,0.025968452993791,-0.0009848443413548,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.170258648692589,21.156796296367133,16.958188311688314,0.4200986069868926,0.4233935922012495,1.0,-0.2037344838958172,24.63056106590048,20.949947368421054,-0.0329904645456317,-0.0607287449392712,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1384766637811454,19.649385534657576,15.753616883116884,0.3747235066413853,0.3580711486348381,2.0,-0.0758376055468157,29.766703164159075,23.850631578947365,0.1087320908682172,0.0294342925921873,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1193583738311721,21.0090680653385,17.191233766233765,0.3526180976204741,0.299492018847622,3.0,0.1190305178400029,24.07685817226509,19.469868421052627,0.3485734628652603,0.3908951630553731,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.110563796601309,20.854046686777263,16.77483766233766,0.3347288706568123,0.2820201090919448,4.0,0.0541391837997489,25.839379812196487,21.16481578947369,0.2399359890965849,0.1999124630703578,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.0860500467921066,21.402883053609703,17.480032467532467,0.3072076297834668,0.2733004257945117,0.0,0.1054127934837829,24.22959702404001,19.73284210526316,0.3579712681199378,0.3161177371703687,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1954528085610637,21.22934907456821,17.421896103896106,0.4513448836535443,0.442270584458197,4.0,0.0367802049695689,20.061297486506334,16.40368421052632,0.3325232435561477,0.3207134259765839,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.235805018293883,20.610946197805458,16.536129870129873,0.4873565704234729,0.5068731599969073,3.0,-0.1432563291474931,22.347391560961817,18.00836842105263,0.1637905296290543,0.1902834008097166,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2082647970370656,20.150427339737146,16.38207792207792,0.4569737631984389,0.4364308622774081,2.0,-0.1082516642983959,25.93296273085665,20.79378947368421,0.0719019244372628,-0.0193675456833351,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2454910804140684,19.88682163462208,16.10377922077922,0.4963453533056977,0.540704365503432,1.0,-0.27363252208641,26.52828874993636,21.88168421052632,0.0320032872370734,0.0763843296322486,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2107826086643558,20.75929872698892,17.20171428571429,0.4594682542511332,0.4571647079467479,0.0,0.1348432052086555,20.29732121293479,16.56347368421053,0.388404065006055,0.4093445672393041,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0671098440013591,22.16712323332819,18.21694805194805,0.2669183513721492,0.2666954720273113,1.0,0.0826769860802218,22.36270541385592,16.916491228070175,0.3197381204383452,0.227705438231754,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1453734609466833,21.49994536675498,17.288212121212123,0.3953900716270975,0.3706326851312317,3.0,-0.1699466203169062,24.137588738181098,20.043245614035087,-0.1503286783429201,-0.2538709857714665,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0356709393516959,21.722985006443928,17.76422943722944,0.1969338124362606,0.2162981387687477,4.0,0.0709352782247665,25.414950842975816,19.533350877192984,0.3274718021275216,0.2126053178684757,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1056308522356798,22.35572915642521,17.970714285714283,0.3275654278198622,0.2923029784774189,0.0,-0.0490919361645745,20.904732838025936,17.767491228070174,0.1704926793078119,0.0989275552637338,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0556324063532744,21.83159514960679,17.803930735930738,0.2413378537555967,0.2302910222418096,2.0,0.0543741586758462,24.48269292630973,19.711701754385967,0.2991069210054854,0.1983805668016194,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1103321573303602,23.056481864348665,18.875311688311687,0.3338065848561604,0.2952165498573023,4.0,-0.1626292678092711,17.202527120807144,14.290342105263155,0.2695284283445667,0.2434620855673487,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.094696911143947,22.30313738340095,18.094792207792207,0.3125405685914776,0.2680925902963956,3.0,-0.0790135774992706,21.999416401350285,17.747842105263157,0.1855988076961337,0.1985994091257249,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.0914999559670081,22.039292757850323,17.683980519480517,0.3095487053656707,0.2855880173702455,0.0,0.0107644185177173,22.76716396710981,18.926105263157893,0.1932377477730951,0.1432323011270379,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1008362288176779,21.281412515064964,17.185532467532468,0.3221018716795557,0.2980679503251586,1.0,0.0429587289831935,24.85492980381621,19.732026315789472,0.2266421634377571,0.2351460772513404,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1569521561917568,21.50901473695496,17.550694805194805,0.4030871850440433,0.3759824538365568,2.0,-0.1795368066005414,23.45764736038571,18.47494736842105,0.0629960510743494,-0.0552576868366342,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2684471652278128,17.822026247271705,14.679337662337664,0.5227606033795341,0.5011870085141744,3.0,-0.0693885162438061,31.050966183798028,24.37763157894737,0.0496239634473851,0.0016413174307911,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2420348154635065,20.83334341741747,17.097103896103896,0.4986447425318487,0.5312118025956615,4.0,-0.2916815186755177,21.864354090379017,17.674105263157898,0.0605381631791932,0.0346865083707189,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2737870937306934,19.311842512323345,15.659805194805196,0.5321645212671302,0.516442777552945,0.0,-0.0187129103259726,24.82010497242317,19.445631578947367,0.1847172762910548,0.1719006455848561,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1561324650099667,21.21875436813068,17.052857142857146,0.4090202287990403,0.4049247733188166,1.0,-0.0622221505536917,23.68914421595281,19.082526315789472,0.1362329215388776,0.0968377284166757,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2804472856266738,18.674077725101096,15.188662337662338,0.5374112788875536,0.5070661916175033,2.0,0.0017241619518059,26.88582974845965,21.99842105263158,0.1862424925989805,0.1697122223438013,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1227725366538164,21.83115212507634,17.69329437229437,0.3535001780352032,0.2921375634918227,3.0,-0.0986419262459303,23.16412947383738,19.838508771929824,0.0272760168645116,0.0691579581929167,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1323375629131167,21.638513801512328,17.446943722943725,0.3684213606235805,0.3228036827462618,2.0,-0.1675497909831873,24.1447269111505,20.611964912280705,-0.095285213692362,-0.0944304628515154,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.1038754251294713,22.280640381754463,18.382796536796537,0.3226249781165714,0.2734067660233297,0.0,-0.1528363720249448,20.75075829601533,17.653771929824558,0.2226497583507926,0.1683991683991683,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0859811929362822,22.46486570112755,18.38938095238096,0.2938069047736714,0.2488507843374128,1.0,0.0956155478473365,19.86136515157532,16.136385964912275,0.357719982075773,0.3156800525221578,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.0866324221380229,21.56416153706276,17.781952380952383,0.2978245100159897,0.2493847321656465,4.0,0.1007559924602891,23.60779462195232,18.871701754385963,0.3457892428003195,0.3510615035247188,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1934121048233844,20.43875788503589,16.504948051948052,0.4505479161249049,0.430499263176908,4.0,-0.2030931661399773,26.178098223112915,21.16047368421053,-0.0481310508777073,-0.0517590414956481,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1008794707070243,23.04679125593854,19.02262337662337,0.3183330677637504,0.2776006164604044,0.0,-0.1716106061331221,17.415227919840728,14.033605263157895,0.2102930092738281,0.2578103631368859,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1303816132083178,22.18366509305978,18.21868831168831,0.3651330027049861,0.3366824057753229,3.0,-0.0631831019203972,20.05387582436241,16.963736842105266,0.197276989474193,0.1827433388958401,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1195902653099066,20.60533972702789,16.855980519480518,0.3471051880716339,0.3015563211625794,2.0,0.0654722117886492,26.093947984562487,21.10868421052632,0.2720758771424212,0.3187438450596345,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.1342090793595719,20.913650520124936,16.81422077922078,0.3680699262684992,0.3304223607668003,1.0,0.0180352411904505,25.116701021117613,21.2175,0.1857346215697442,0.1364556548521632,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1802702165726241,21.406513931541927,17.034337662337663,0.4260558123536975,0.4071452394750575,4.0,-0.2709220678437003,23.181968955021464,18.79484210526316,0.064692264267021,-0.0513185250027355,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.2005988852172743,20.727645526323897,16.535675324675324,0.4485081984680427,0.4643251738424477,1.0,-0.2270157687836969,24.775724925397185,18.750157894736844,0.0187427002977197,0.0049244911654028,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1686714696169668,21.98158864306052,17.648207792207792,0.4135234114852898,0.4124812604981825,3.0,-0.9629855135741588,23.772071131786912,18.899368421052632,-0.4530466429291467,-0.4263281726576007,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1607365231791078,21.05679193323333,16.958740259740257,0.4076466982675324,0.4137702441340529,0.0,-0.2912520791630986,26.57370846690786,20.89757894736842,-0.0744552230356211,-0.0114898506491396,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.1523408686686674,21.267988778333617,17.302324675324677,0.3939163569996271,0.4131521964495293,2.0,-0.3006802647275828,25.60866192686003,19.23894736842105,0.0034922684895822,-0.0125848107560295,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1169866204625184,20.86618211655433,16.755982683982683,0.3425162529269946,0.3475044707567243,3.0,-0.0657461658744906,26.65805806222807,22.22901754385965,0.1059973937706554,0.0570115446495405,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1366793229349653,21.647407354101347,17.499454545454544,0.3737883231561251,0.3372867196541758,0.0,-0.1810910372792979,24.04633494219123,20.57549122807017,-0.14337382632716,-0.0958581825585365,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1101947615602906,22.03114783759229,17.915151515151514,0.3324275378115188,0.2370495657561172,1.0,-0.0281469478137934,22.059002200769804,18.39833333333333,0.1601867583920015,0.092137659491196,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.0995561642646331,21.60635188291424,17.51241991341991,0.3177643660217147,0.3146091782474192,2.0,0.0456615668630044,23.721698271108185,20.510947368421053,0.222058166055219,0.0093013076683511,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1317838385323535,21.2366460424266,17.182887445887445,0.371707540702091,0.3322988509743664,4.0,-0.0827717548076565,25.10831801875614,21.17884210526316,0.0088431607612309,-0.060732067716881,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1649179155563677,21.62734179377889,17.616246753246752,0.4068622314085156,0.3555501704757241,1.0,-0.3174857007419234,23.172621853226527,19.786236842105264,-0.0953071076998199,-0.1015483943085866,1.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1517410767708888,21.928982073780983,17.887675324675325,0.3937710743315366,0.3444900534388234,4.0,-0.163063556621624,21.1404625080113,17.174315789473685,0.0873006677182314,0.0449720976036765,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1275566671732502,21.52279024345209,17.69542207792208,0.358015693059047,0.31926811699606,3.0,0.0235105762118432,22.825458317298622,18.630868421052632,0.2733385993054473,0.2316572745164632,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1516494722294323,21.333689784579583,17.111071428571428,0.3924939353299932,0.389753514623504,2.0,-0.1432740402763279,24.25656252005782,19.573815789473688,-0.0134067278224386,-0.0675165509573253,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.1685539857300666,21.306818288318613,17.06964935064935,0.4172547523849699,0.4049433687348058,0.0,-0.041318802778385,22.26264091358814,18.92681578947369,0.1789762378101819,0.1530802057117846,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1787420078290456,20.67086684640531,16.424740259740258,0.4249883146834466,0.431046960534604,4.0,-0.2085570110578336,26.49674345829572,22.242,0.0418123046518184,0.079006401606465,4.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1084875898082509,22.40805310770934,17.516116883116883,0.3403068341866676,0.3388302596139305,2.0,-0.131053474732294,20.749042856808703,17.170684210526314,0.2012278691220394,0.2332986817520546,2.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2432916216080859,19.48590726186959,15.757194805194803,0.4965888877031865,0.4960803596383759,0.0,-0.3667689047332765,29.773922139666915,24.39684210526316,-0.1419876133615786,-0.0913866701325284,0.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2153192532899525,19.47253241956908,16.053727272727272,0.4649935079671783,0.4436507317945157,3.0,-0.3025333245887791,30.06293595635313,21.806,0.0474239652345859,0.0334847076060641,3.0
random,immune_modulation_TLR8,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1821767544471858,21.74475534557612,17.189584415584417,0.4290086606041659,0.4465889499657555,1.0,-0.3001951941089615,20.65825192584259,17.510526315789477,-0.0093749506442458,-0.054057011625476,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.261964150509633,19.77119495469376,15.951311688311687,0.5748974206854482,0.5073305689001464,3.0,-0.1710798907752908,23.51199783114349,20.193649122807017,0.1064219638254873,0.0370937739358792,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.1391556903859838,20.3033621875118,16.099583333333335,0.4151471524031396,0.3995848396134577,4.0,0.1116454887464415,23.95486910316982,17.783819444444443,0.4621754797649476,0.4655883630047763,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2688982692167662,20.23136923410785,16.534640625,0.5827950044782315,0.5278659584244186,2.0,0.0145137293260707,21.470242618660983,17.933135416666666,0.2134997953882667,0.2882326007326007,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2551185625124397,19.72063741091087,15.791225950782998,0.5524699833777345,0.4958538870434535,1.0,0.0052405296191023,22.9262613864019,19.760418604651164,0.2567015526256504,0.1162790697674418,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2290141129108748,20.11324230501721,16.76728540305011,0.5370454546631165,0.459808377575586,0.0,0.1899305565924426,21.301166250591248,16.855470085470085,0.4978038053935875,0.3176113360323887,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2914448085310062,19.873852426240862,15.742113333333334,0.5670480730979433,0.519887603595618,4.0,-0.0991921443656689,20.71025961243088,17.768214285714286,0.1575336374261995,0.1166031926099992,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2741966373857032,20.24460234355348,16.162909722222224,0.54628131165177,0.4520615387097734,3.0,0.0732664590025601,19.8147612253256,15.479500000000002,0.3238358974133309,0.3340208423795049,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2470792146094678,20.21661951454521,16.218897260273973,0.5240001610841867,0.471393811794253,2.0,0.0426821539727358,21.857422687081364,18.10304347826087,0.2884065739554309,0.296577243293247,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2161672220218053,20.50787270476877,16.133208333333332,0.4844035007273971,0.4819090928274806,1.0,0.1265708323781138,21.309251733890925,17.779541666666667,0.377183922584735,0.3307642205818498,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2404373492835315,19.87147204289919,15.868848275862067,0.5169684525449768,0.4504540144898817,0.0,0.1103530717614358,22.158925644131024,18.170638297872344,0.3488905402035546,0.3172987974098057,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4208237323606897,18.06194441688155,14.536785185185186,0.6660352152838149,0.6010630709107782,4.0,-0.1680151848638811,22.91657150193957,18.57298245614035,0.0641326441739598,0.054705729841846,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3147564409528262,18.87081522511081,14.708698630136984,0.5650321941908277,0.5312437339019329,3.0,-0.0180724402187983,24.08621296960964,20.34221739130435,0.3084189460659879,0.1490595127967931,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3106639086966249,18.82632193871813,14.802688311688309,0.5606203649854622,0.5278256040908478,0.0,-0.0131331092455631,24.355366532806865,20.188,0.2443220298114612,0.2084473137104716,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2964771167220189,18.55746862582981,14.886778523489934,0.5485889785783786,0.5437643241108023,1.0,0.1244328392817122,24.39266023422467,19.774418604651164,0.3773610530326114,0.2909996979764422,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3318078233291255,18.784125259670528,15.233068702290074,0.5790466510031396,0.5141722395235765,2.0,0.175099933794242,20.56438483732749,15.715508196721313,0.4709553344752157,0.3974616604970914,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2049829363930224,19.96918144014039,15.88988817204301,0.4964843951287169,0.4836248297066035,2.0,0.2164978634442319,22.77531112975313,17.779621621621622,0.5483263482137778,0.6180654338549074,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1571955204046252,21.52496175486408,17.649232613908868,0.4115774430123661,0.4197381914711567,4.0,0.1672568228661238,20.14637142248357,15.384,0.4205672725299548,0.3476858571198193,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2261494098292242,20.70394875261572,16.562268398268397,0.5141432421611418,0.4615765007608274,3.0,0.0322255238310522,20.77074043031186,17.584473684210533,0.2261630985115975,0.2900755006018163,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.1985746571132453,20.303621457896508,15.87608796296296,0.4952304813447752,0.5208474416203781,1.0,0.1199297018949083,22.4681984910937,17.60631944444445,0.404134515919107,0.3843899261832392,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2055711024683818,19.629772966862703,16.204043572984748,0.4856955850452874,0.4333907128887729,0.0,0.1141539159974605,24.79627428245216,19.587470085470084,0.4084385123933839,0.2619433198380567,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2397443438349734,20.03572402004636,15.89929104477612,0.5162230839041915,0.4862728961707753,3.0,0.0732745286277045,22.271310354277578,18.77141379310345,0.417943966714611,0.3768245228616808,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.20037031616115,20.837725001172505,16.729619047619046,0.4574234025604065,0.4575671685915503,4.0,0.2086450566251231,19.854336491893484,16.446644444444445,0.5321100952731704,0.5292490118577075,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2925111562479133,20.24379864257701,16.285631578947367,0.5806964437372768,0.5247747604177838,2.0,-0.0386059196860462,20.509825649004,16.840796610169495,0.2172772303137408,0.1923172460352288,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2616239301987236,19.447975758880727,15.30991304347826,0.5225200049625263,0.4677844889935952,1.0,0.1038448830709845,23.781756060530533,19.8313870967742,0.3516551903177284,0.1282258064516129,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1851860101801529,20.83395813981176,16.23758571428571,0.442260457528956,0.4298834488640092,0.0,0.1453135140969373,21.17193189015916,18.000346153846152,0.5108937254204783,0.4715273627593272,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.347922978895957,19.019296009060696,15.325061224489794,0.5998936407040646,0.5203704613208527,4.0,0.015594440561056,21.03607780510003,17.054933333333334,0.2920454315685886,0.297760210803689,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3182967622577956,19.054564820890388,15.448418918918918,0.566324540403543,0.4924811090718582,0.0,0.2730151293710184,19.62238579924841,15.797954545454544,0.5270592725167461,0.4514446793516561,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4083606769730389,17.222034712210153,14.2217,0.6487775773272084,0.6021611184551482,1.0,-0.0204566003271162,25.007951827676425,20.29561538461538,0.2189303643465559,0.1244370451287701,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3739981089081859,18.35599592204347,15.20624427480916,0.6234700310693391,0.5594039387769071,2.0,-0.1356133500650329,24.30606579895132,18.29331147540984,0.1393646567961061,0.1168164992067688,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2706387352306958,19.40701620969906,15.566377358490566,0.5245593404450827,0.4815600703679757,3.0,0.2982527161552841,19.33663797357783,14.522969696969696,0.5882338601272994,0.5484625668449198,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2706861898213943,20.108511111174423,16.099285714285713,0.5714623379771577,0.5071087789401669,0.0,-0.0790413971445416,20.96492270548078,18.66575438596492,0.2515793612678776,0.2808841229893861,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2138340746765656,20.957348384384733,16.98074025974026,0.5035260879434724,0.4497699547139649,4.0,0.1359847400798783,18.70749552689747,15.35477192982456,0.4736223813601808,0.4212945238017871,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2448824333880123,21.170858120502377,17.26444155844156,0.537332020363942,0.4918364865848355,1.0,-0.037305642630669,16.395153496550087,13.778105263157894,0.3564061906222383,0.3625123098807309,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2061785912503119,19.753528527802352,16.251696969696965,0.5010624778279955,0.4653494544383758,2.0,0.1900740234876512,23.60807926083706,17.742701754385966,0.6173073298716252,0.5084801400590874,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2278514912912533,19.40628041309981,15.652887445887446,0.5484206870371156,0.5439559311203798,3.0,0.1186773113051699,24.892641537244582,19.351666666666663,0.4052166810142447,0.4382317540212277,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2752846776969047,19.37157102124577,15.063844155844158,0.5529480651645418,0.5646427374474503,2.0,0.1263393171743596,22.718391841598763,18.15318421052632,0.3969431976557132,0.3169010236181754,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2554012370828731,19.80809293481545,15.86707792207792,0.5187666318522932,0.4665188069362642,1.0,0.153845765009212,21.66678526114642,16.920394736842102,0.3925667609120316,0.4202866834445782,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2425624292725539,20.473113716134296,16.36464935064935,0.5063872017104071,0.4943644860352145,3.0,0.1151041707886044,19.564815950685823,16.44602631578947,0.3702972726065611,0.3474121895174527,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.283014755855147,19.55627594119882,15.292233766233766,0.5468903810191019,0.4779590066444865,0.0,0.0553421773361815,21.9849260319788,17.976947368421055,0.3110945180736249,0.1618338986760039,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.2850943313062813,20.083781744863806,15.876084415584415,0.5620385310434317,0.5277380974874641,4.0,-0.0430603033171181,19.65095235605644,17.075499999999998,0.4256462018311365,0.3058321479374111,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3285296869264396,19.44585081106593,15.609012987012983,0.5801206761367688,0.5448102338916809,1.0,0.1691184035953102,18.15507773831361,14.556052631578943,0.4286765569279839,0.3657949447423131,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.2820642228394293,19.92176684452944,16.154870129870133,0.5337485030634403,0.4867024597334574,2.0,0.1355188996237816,19.732699287170387,15.344894736842106,0.403201099321975,0.4629609366451471,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3659155833160896,19.240840312939863,15.864623376623378,0.6118210482594009,0.5494316832970053,3.0,-0.2179016962992883,18.177465873408963,13.42542105263158,0.3872893610470272,0.4962249699091804,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3003530076069161,19.467109693485103,15.914116883116886,0.555459941634099,0.5276551771160354,4.0,0.1438539419984792,20.578975827413355,15.927368421052632,0.3824651942297041,0.2913885545464493,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.3499539681501611,18.343339409042308,14.500051948051947,0.5996547876230374,0.5240617463255656,0.0,0.1658520196157439,22.18126531913576,19.44936842105263,0.4101517121528706,0.4172228909071014,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.225877199055126,20.722155293239023,16.57356277056277,0.5086906113121588,0.468843002974233,0.0,-0.0257009786877784,21.217726883006844,17.22950877192983,0.1783473750816829,0.063354852828537,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3187248198248319,18.907050886625264,15.733012987012987,0.618136315142764,0.5494267546286625,4.0,-0.1015146493917038,24.74878282150859,18.27222807017544,0.033316495045466,-0.0086442718021665,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2211355767584356,20.664744040019905,16.72856277056277,0.4925577507615462,0.4651280467368945,2.0,0.1309724374384905,20.164531793045644,15.982350877192983,0.3749913275829631,0.2287996498522814,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.262507915185054,20.0809649358104,15.941727272727272,0.566912431033194,0.544073772270089,3.0,-0.0174876853586183,21.975787059334028,18.56864912280702,0.1590297439428035,0.1403873509136667,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2585631209086024,19.90779521610875,15.882112554112553,0.5627579105736644,0.5114328617147814,1.0,0.1333973230509308,21.31708707649572,17.875754385964914,0.3896566490917548,0.3653572600941022,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2588453421058544,20.309245402320794,16.107928571428573,0.5262895843878318,0.448374237185815,2.0,0.0945680114626763,19.83772701326016,16.79952631578947,0.3193054956326471,0.3202757413283729,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3273586366570518,18.36615013158294,14.83446103896104,0.5981108008309323,0.5139661959250156,3.0,0.0028101307249663,25.600573877202542,20.41005263157896,0.1889711719025153,0.220921326184484,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2800389776470282,19.127671415496994,15.145051948051949,0.5493837254823278,0.4918221045927958,4.0,0.1208062387781466,23.55416675843598,20.012,0.3723545231298181,0.3246525878104825,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2837207312981236,18.50760303261843,14.751181818181816,0.5601611851379945,0.4733938081122573,1.0,0.1809777697133624,24.71876758499607,19.92265789473684,0.4449284562500234,0.4128460444249918,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3190920595428381,17.948140362556394,14.576448051948052,0.5988594488242682,0.5245090428771401,0.0,0.1055426037927347,26.215554969180133,21.04892105263158,0.3259786925564912,0.3301236459131196,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3187004978506949,18.816450423644053,14.870155844155846,0.5671357117162917,0.5254861307352118,4.0,-0.1703527468768115,25.758978837229595,21.78810526315789,0.079815033850347,-0.0222124958967064,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3919215196221126,18.19831073650348,14.721064935064934,0.633177492320865,0.5883376363290356,3.0,-0.2166022634205255,24.05049973219728,19.765421052631577,0.1240894571169336,0.1894080315132946,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2346173973100245,20.32689936812985,16.21685714285714,0.4846250287678951,0.4526585223208953,2.0,0.1201570568216751,20.882549393163057,17.964157894736843,0.3962961741879581,0.2579056789583105,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3076222197625151,18.610132313534816,14.829194805194804,0.5651002597732455,0.5418961922715848,0.0,0.1715237404210553,22.570411061247512,17.73236842105263,0.5371330775332992,0.4493927125506073,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3066310583705747,18.98117476692282,14.94696103896104,0.5621262428529111,0.5396182584066609,1.0,-0.0039830707516674,23.43769911017179,18.327473684210524,0.2854259761768787,0.2191705875916402,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3257245822930636,0.8536724355779349,0.6725579196217495,0.5863773562188477,0.6079961472856632,0.0,-0.2688727636883918,0.7828737464190787,0.6545228758169934,-0.1676968662291517,-0.1328068434115176,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.275682059644296,0.7940692811776713,0.6248344988344989,0.5433866844042436,0.5298093155683236,1.0,0.0223051339614299,1.077789524213054,0.9004353741496598,0.5185192665881463,0.5515244293158731,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2994325416237566,0.89208215673164,0.7091846153846155,0.5519640364528273,0.5727284650382285,2.0,-0.3060430005094632,0.8375150092272995,0.7173870967741935,0.3425264548032355,0.3208502295475246,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4052609673841011,0.8065858220125153,0.6318750000000001,0.6429447945298141,0.6528488250531628,3.0,-0.5702073406693748,1.0387558441249338,0.887861111111111,0.1137518204152197,0.2129848275897847,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3693200485747376,0.8404102616492166,0.6695612903225807,0.6150349844116767,0.6138377107442554,4.0,-0.4109451968416251,0.8347216255687835,0.6776936936936938,0.2181311523721007,0.2594261341451008,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4122726964478577,0.7728083916592637,0.5997299270072993,0.6473648500777902,0.6349888105844557,0.0,0.1093549951978301,0.9240589217734392,0.7668545454545453,0.3575386795650149,0.3482213732998777,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3405693711671415,0.7840571931429527,0.6113245033112583,0.5844925175709368,0.5712400954598864,3.0,0.1606018799294214,0.9474288312289754,0.7576829268292684,0.5031289218279692,0.4967764437742094,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3380586893432677,0.7911261624660582,0.6338888888888891,0.5948966825707104,0.5658616865008239,4.0,0.3644458124479972,0.812225933264056,0.6162333333333333,0.7185354907768033,0.7161290322580645,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4137201474599026,0.7570170285118781,0.596,0.6468294079403587,0.6215479749725767,1.0,-0.0423662532442945,1.0424386862708743,0.7928048780487805,0.5323988190651862,0.4855587133264182,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.2864329409019208,0.7586834140320142,0.6007803030303032,0.5436105756331935,0.5041771032873764,2.0,0.1217293854696777,1.047952344654406,0.8782500000000001,0.5393060592296187,0.5436066307363617,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.503925388960948,0.709326689333806,0.5625408805031447,0.7147168454739758,0.6845753252998354,4.0,0.0002894918006742,0.8593521167752254,0.7204848484848485,0.2488117092679013,0.2414110383889999,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5350504786972362,0.7166147440277968,0.5608888888888889,0.7369342817369298,0.7129853230236058,3.0,-0.2288733400193532,0.7257753555106887,0.5645333333333333,0.2761452617199869,0.239897621487445,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5094408947593516,0.7278141840377162,0.5859054054054054,0.7175055512656541,0.6936928015806234,2.0,-0.2179240149569168,0.9396886331507512,0.7625454545454547,0.2563779058970184,0.2614180998026501,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4339983363839681,0.6838573280081326,0.5389014084507042,0.6645858185844391,0.6152222754240098,1.0,-0.1788734274607784,1.1694866224117315,0.9521200000000002,0.2425845837415797,0.2544127188946833,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4161387531630331,0.7021332614846821,0.5643376623376624,0.6488215464439915,0.5894259854121731,0.0,-0.998887938857582,1.241477600111636,1.0540526315789474,-0.086852048278893,-0.1122728375666738,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4007400471617846,0.8130457394793954,0.6354320987654323,0.6408976651952868,0.6503817486808636,4.0,-0.5534507450599822,1.049220770915663,0.8776491228070176,0.1656832284563537,0.2166218276072339,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4360747213012571,0.7668135247619706,0.6067512437810945,0.6650282497343314,0.6525877391402014,2.0,-0.1595290421436681,1.025017301040792,0.8632988505747126,0.1944550171617146,0.2329251802033095,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3575112236506474,0.8358229666270356,0.663694623655914,0.6047357532542397,0.6064207428890056,0.0,-0.3094087421541307,0.8822584042625449,0.7171171171171172,0.2568386156022982,0.2658880720891629,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2946958846222357,0.8234721214557387,0.6481333333333333,0.554303938052555,0.5396816086940621,3.0,0.0772005992147276,0.9182981325895532,0.7291587301587301,0.4242857921892158,0.4372669814978388,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3659493427352657,0.8292559774825119,0.6554238095238095,0.6120457265985002,0.6236899742370248,1.0,-0.2609767557923503,0.8969895663001225,0.7434743589743588,0.1943526523750978,0.2184177952717353,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4162307772971504,0.7465914914278515,0.5965072463768116,0.6471816909522328,0.6037025876932289,0.0,-0.2596073611568996,1.1816163600010887,0.9182222222222222,0.1208075452008762,0.1360196716239726,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4105458191357677,0.7733774078073604,0.6066770186335404,0.6451955318663126,0.6294679543694117,1.0,-0.1089273265838037,1.0198321019310148,0.8159677419354839,0.3085335995241254,0.2156111379071725,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4161727617403186,0.7377313115220201,0.5867039999999999,0.6472937266679594,0.622705536360306,2.0,0.0290462280641947,1.0470910664753743,0.8312238805970149,0.2243030778581745,0.2849274619442321,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.437052844965585,0.7309826312183192,0.578507142857143,0.6721554384790469,0.6687106034619613,3.0,0.1008810523215296,0.9770356067836404,0.8083846153846154,0.3698159853665532,0.2621512584113807,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3141146858796007,0.7377527969407771,0.6116136363636364,0.5858926770470221,0.5427537134952996,4.0,-0.0879641009476868,1.1799008927306844,0.9821833333333332,0.2073699516105215,0.1826101456298531,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4121852232461243,0.6850197519824233,0.5402121212121213,0.6467850185370302,0.6103575898149457,4.0,0.2150518783287026,1.0092924254149536,0.8383999999999999,0.5216488029627796,0.5197793494922972,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4021377187104332,0.7310456490583843,0.5977553956834533,0.6410311912188611,0.5813304196796305,3.0,0.2015312254341189,0.976303038324428,0.7383773584905662,0.4829425695702701,0.5225316056900613,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4944198863276113,0.7332773613188632,0.5840119760479043,0.7085605754776738,0.6923603672254227,2.0,-0.263125499307149,0.7120134830184047,0.59968,0.0905405965720315,0.0833172999838182,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.507788111213603,0.6957250230459644,0.5600897435897435,0.720239446989595,0.6753824293294732,1.0,0.1345184829635011,0.8609762546732117,0.6567222222222224,0.4362736850445091,0.4409322097594412,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4525333205439444,0.6792635415684471,0.5372328767123288,0.679209336068074,0.6307649592093717,0.0,0.1105213127747534,1.0521193931257538,0.8291739130434783,0.3926670153862711,0.3708249809011008,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3106710652177049,0.8543201990732335,0.6799491094147583,0.5800083416281968,0.5776825758670037,2.0,0.2632183104938265,0.807972514816843,0.6641967213114752,0.5142626143548696,0.4744155919476077,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4016057379083497,0.7879500401819806,0.6172320675105485,0.6466605775459505,0.6463464542796857,1.0,-0.1581903900532268,0.878062707126922,0.7228627450980392,0.0087296392691641,-0.0359162467896425,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3984460354403744,0.7887485432951775,0.6322486772486772,0.6315642349279684,0.5870434173301339,0.0,-0.4010879958816102,1.1433483139460905,0.9128585858585858,-0.0620148365993568,0.0208363781339164,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2877507642546975,0.8062191406075598,0.6377379310344827,0.5448602766554616,0.5364304700914413,3.0,0.3168346508789943,0.9269487452709227,0.7645531914893616,0.6128740408189656,0.6099803440813244,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3593227251741944,0.8238514524392577,0.6524313725490196,0.6060790369940425,0.5861865138547404,4.0,0.0595262480154777,0.9207365624062066,0.7273333333333333,0.4251474248724308,0.4256433609307402,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3862495999458912,0.7742681039369977,0.6053935483870968,0.6290988517183262,0.6296907720974091,1.0,0.2897258475066603,0.8898264483078193,0.7037027027027027,0.5488656435213565,0.5217545939537641,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4204116924203713,0.8063547740186907,0.6369999999999999,0.6522194136671329,0.6667016719998882,0.0,-0.5307496208352427,0.9904792245875844,0.8569433962264152,0.1367093416189848,0.0947139229026844,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4241965856095901,0.7338705784905306,0.5858831168831169,0.65718022827668,0.6340513905936962,3.0,-0.1141490275757484,1.164927352602773,0.9192631578947368,0.3483655969714789,0.3174255710783976,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3289418417460661,0.8093836626306052,0.64798,0.5888143674924853,0.5852142515656572,4.0,0.4472189559968599,0.7772650464165697,0.636238095238095,0.732618732855151,0.6855093605640654,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4183703421422228,0.7945987136300179,0.6280578512396694,0.651765214258744,0.6317434086209152,2.0,0.0747562993214651,0.8842553165170863,0.6687605633802817,0.3887754929278306,0.3698421094055567,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4817596331869774,0.7383777473906745,0.5998992805755395,0.6986665482676618,0.6763222310022268,3.0,0.1465949802406853,0.7203757929156615,0.5849056603773585,0.4083540550105647,0.3978585694775701,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.515508752259908,0.7122624133383324,0.5559636363636363,0.720665846106429,0.7087057143517493,4.0,-0.0240266080394817,0.8524033126445528,0.6474074074074074,0.2723662452940483,0.3880323659924087,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.551707607506558,0.6491623418157788,0.5197777777777777,0.7461055056806617,0.7245128611270503,1.0,-0.0365589627827867,1.080061081325468,0.8831212121212122,0.2846983031564532,0.3047595198602766,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5223139608472778,0.7215487450957806,0.5668591549295775,0.7252922106139739,0.7216207380165389,0.0,-0.8851573353219089,1.1132469267866856,0.9547200000000002,0.1698278421070677,0.1503819001031844,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5309053668013399,0.6948959250612041,0.5411066666666666,0.7316223324213138,0.7219075204732521,2.0,-0.1941776160288637,0.9688763742456664,0.816047619047619,0.2189977497703665,0.2836528776181657,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3251011719153472,0.7797428310854214,0.6217042253521128,0.5758840346483431,0.5488824228198896,2.0,-0.0037129958301638,1.0536587050210646,0.7923600000000001,0.4136147774515045,0.4632582510205627,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2911275620038538,0.8070196235253184,0.6370821917808219,0.5575836267361105,0.5529122210941352,1.0,0.2150969399321726,0.9720078576649054,0.8119275362318841,0.5980939935574648,0.5531980519990332,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2578885310874399,0.8044656230175026,0.6358741258741258,0.5271826206568104,0.5207408642175908,0.0,0.0426796214193626,1.0639256405912414,0.8662176870748298,0.4898347984370206,0.4440759266930107,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2764276550995023,0.8253174733402694,0.6516367816091955,0.5476930515380719,0.5468688494856655,4.0,0.3988955570248587,0.8485154160930239,0.7161276595744682,0.6957860972846911,0.6330914455217448,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3371111018189566,0.8255988012434715,0.6406855791962175,0.5904470458096187,0.5976442764946674,3.0,-0.0897754442383684,0.8189706967765388,0.7118823529411764,0.1835118960356241,0.1666251849106875,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2214080627575462,0.685922527903636,0.5671428571428571,0.4915360531695866,0.4791407310612324,2.0,-0.6723457044153864,1.3051761172231495,1.0637878787878787,0.2333107667844208,0.229488517795313,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4281841986003079,0.7859325350725306,0.6136855345911949,0.6604573428899407,0.6594588262922485,1.0,-0.1790523496640386,0.7932176895596209,0.6629090909090909,0.0914870868965237,0.0908026768548824,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3531750299659275,0.8212511384664453,0.6376216216216216,0.5987319565403875,0.610537149291017,0.0,0.0158038930876599,0.8111564275773201,0.6641590909090911,0.3432911873998455,0.1253920711854085,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3980192532156443,0.779554004453747,0.6073630573248407,0.6383661416549351,0.6380119581113947,3.0,-0.3892936714599266,0.9500564193772916,0.8157142857142858,-0.1407538419658222,-0.1643202357466357,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4118831184473726,0.7877739558753867,0.610638888888889,0.6456832962633828,0.6624237616425545,4.0,-0.1560498226844691,0.9671537386406914,0.8390208333333332,0.3812995894723299,0.4069922111156777,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.473612866544464,0.7395200866918286,0.5983586206896552,0.6913130434761601,0.6668881022912541,1.0,0.1697561074149931,0.7269098688605132,0.6142978723404254,0.4523055094348598,0.4354036577815735,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4982108977460237,0.7319430453400193,0.5936351351351352,0.7114890366691327,0.6875895440102354,0.0,0.1030219769185544,0.7204812154512994,0.572590909090909,0.4438624025773417,0.4614462937878383,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5118159120546375,0.68199915407121,0.5429102564102565,0.7184685361538056,0.7051454195281095,3.0,-0.007720930374351,1.106476439474023,0.8663888888888889,0.2914367194568198,0.3212745420238394,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4830962929928694,0.7349524235860883,0.5803896103896103,0.6984478998672679,0.6676897142650218,2.0,0.273454630707298,0.7804290318050774,0.6504210526315789,0.5832867834919016,0.5662070474939811,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4629243773177162,0.7439296375031416,0.6000972222222223,0.6837925037325088,0.65906119850278,4.0,-0.0406496325466616,0.8178942983866151,0.7089583333333334,0.3166526034203211,0.3244211641940981,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3918037512779714,0.8044455222639991,0.6363128205128205,0.6291415568036488,0.6247313005564807,4.0,-0.0505364061982356,0.9585709008951872,0.8159247311827956,0.1749046157292791,0.1709903286473215,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3680563395757666,0.7904134949238573,0.6265492957746479,0.6068751943061937,0.5534541439879886,2.0,-0.4849716655202649,1.2101547596163982,0.95896,0.4502050792812258,0.4083485449998839,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3826925900697566,0.7690975877060107,0.6116315789473683,0.6385663690843427,0.6202518776994673,1.0,0.2035856095413141,0.9365658961214516,0.7516499999999999,0.4783616319040544,0.47895453526983,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3956274919648613,0.8127109154943981,0.6472412280701755,0.6347737045720534,0.6261691747573295,0.0,-0.718331977540416,0.9059898147575636,0.78205,0.1310483295939852,0.1885676741130091,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4003428455555923,0.7745276464239835,0.6050900900900902,0.6365243310975703,0.6338773540115663,3.0,0.1157106936176416,0.9246605000777532,0.7796212121212122,0.3425155689776857,0.2974906604638048,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4159616539763013,0.7668326485034469,0.6041216216216216,0.6480557100806796,0.6486209086388535,0.0,0.215597317116268,0.8522992032251244,0.6703863636363635,0.4667896970040852,0.2753965463311467,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3850091619483147,0.797009890668105,0.6330822784810127,0.6223153116152823,0.6214201499907154,1.0,-0.3534503196554313,0.8326328899411581,0.7174117647058823,-0.221576083981829,-0.2239205203329294,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.39564612683144,0.8343011473153833,0.664404411764706,0.6333301951156494,0.6278853402935235,2.0,-0.1602458339357138,0.7837029662351127,0.6538392857142856,0.2923028952651859,0.3321368756267011,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4259485907404156,0.7719113299799086,0.5973716216216216,0.6562884350041411,0.6621177626131881,3.0,-0.0105288052906729,0.8882633081161547,0.7490227272727271,0.2403704546283126,0.1714779185505823,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.438152834941748,0.7736291932000942,0.6013285714285714,0.6642213758320765,0.6647083395061232,4.0,-0.297198750146777,1.042281696383173,0.899480769230769,-0.0500866633892362,0.0068962572466762,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4575847541692086,0.709199827084611,0.5507236842105263,0.6770373500062085,0.6950306802578875,4.0,0.2213111338238828,0.9204089851799578,0.72995,0.5025993803804778,0.4625023974694398,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.488275090557799,0.7396395731874087,0.5877396449704142,0.7004350188760238,0.6994043919238833,3.0,-2.0175654114140347,1.2126479111934096,1.0458260869565217,0.0648355209708854,-0.0366155368629391,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4461753713282961,0.7216185343316156,0.5780484848484849,0.6699585142353583,0.6530185470180351,2.0,0.3415214399676953,0.8817800179183014,0.7037037037037038,0.6232854771127361,0.604399024809266,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4185480491566877,0.667629274736248,0.5365757575757576,0.6483679522415837,0.6144313946918899,1.0,-0.0517423463157924,1.0527977963502773,0.8177333333333334,0.3691459860618914,0.342654626030476,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4894656576401972,0.7243544075190732,0.5609358974358974,0.7007202392251646,0.7122856571949471,0.0,0.0715256322288089,0.8612992124304616,0.7000555555555557,0.3201131322910331,0.1598635089225502,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3743288565563417,0.7800758548624226,0.6155090090090091,0.6147381451288004,0.6136413908880922,1.0,0.2217526677171145,0.8963221541613285,0.7099545454545456,0.4953939797913133,0.2991293329849147,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3724323747265715,0.8039387272670369,0.6386897880539499,0.6172002494205981,0.5969458236853048,0.0,0.3800353345108831,0.6900402395250169,0.5876140350877194,0.6194622336310365,0.6859649122807018,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3906086155987978,0.7733374765120777,0.6159738562091503,0.6283834101285175,0.6298447326046749,2.0,0.1784470144136629,0.941463763027562,0.7190598290598291,0.4559708985330205,0.4719044340949913,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2735765842113974,0.7567972265026095,0.6103063063063063,0.5326894474480073,0.5374470500496197,3.0,0.0587344586346338,1.0723666218775982,0.817378787878788,0.5254236623894982,0.5291132115218619,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3485187756334388,0.8357163470331382,0.6629,0.5989460672942442,0.5955624999918278,4.0,-0.1359763378794871,0.7444099596554227,0.6202820512820513,0.0910609316907749,0.1085610589239965,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3708514237547168,0.7737943225065089,0.6169133858267718,0.6251290766532538,0.6075980331913649,3.0,0.3228384250846141,0.8538064273502605,0.6820615384615385,0.5895782581816907,0.590605567469709,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4493013371624005,0.7717062484097084,0.600548872180451,0.673179178303986,0.686791947914199,0.0,-0.1089343079580091,0.9542481377894204,0.8095423728813558,0.128205493987994,0.1215323454969535,0.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4421485595833696,0.7791451691635343,0.6139194630872482,0.6673627949421586,0.6709208062039477,4.0,-0.1114168027256767,0.8631337173077461,0.6969302325581396,0.3139991937750182,0.3269252617118249,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.425737555463695,0.7784266959830632,0.615828025477707,0.6601199351766414,0.660832890831094,1.0,-0.2260304101355035,0.827531233765314,0.7066857142857141,-0.1088888523055703,-0.0909345699148908,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4316828569368544,0.7674206213491676,0.607661870503597,0.6670164663758299,0.6544497412931272,2.0,0.0672879310143013,0.8621047631474433,0.6906981132075471,0.4759589200726801,0.459516129032258,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5203965054350324,0.7203429521762533,0.565703125,0.7302821326457223,0.7382064269021823,3.0,-0.3478448122512858,0.92526658320724,0.741625,0.1308823122513619,0.1137714269739607,3.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5128139729132166,0.6944976061873791,0.5303625000000001,0.7185526696213078,0.7236396825700268,4.0,-0.1321489357360055,0.8327396802122499,0.7291875,0.2665986542866904,0.2744954128440366,4.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5005271530707756,0.6835659790840924,0.5356119402985074,0.7076257384107061,0.7007626582153635,2.0,-0.4733246192395244,1.303539319936568,1.028137931034483,-0.0108148502782146,-0.1068977291528492,2.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4503077887356935,0.7553672367383049,0.5946623376623377,0.6724520889099348,0.6690561490013998,1.0,-0.2797590787636836,0.9175060590650356,0.7516315789473683,-0.0044678070625843,0.0289045841554335,1.0
nucleobase,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5132848053254188,0.7135400900599065,0.557680981595092,0.7180587652428159,0.7292582016167382,0.0,-0.2747854301124182,0.8791935960357904,0.7131724137931033,-0.09097288901579,-0.0896756715457922,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3381351812166462,0.8348151051222419,0.6440779220779221,0.5896011279308591,0.584810074938159,3.0,0.3008078489207167,0.7507178864455274,0.6178771929824562,0.5665353478407665,0.5660666419809467,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3440630981765356,0.8075064088219984,0.630090909090909,0.5923929389314092,0.5760200774664103,2.0,0.2709612947517648,0.8670586023349522,0.7259649122807017,0.5572677904432597,0.5288098566464076,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3732313787621911,0.7556115629441056,0.5948961038961038,0.6162688386510684,0.6089632747121997,1.0,0.172990983406466,1.0242519678122428,0.8051228070175437,0.4794966830057645,0.4205515455254034,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3634026997845839,0.8115757764874707,0.6440995670995671,0.6066921772505591,0.5668152456991329,0.0,-0.0811613857281792,0.9237930643444962,0.7122631578947369,0.3837046774995509,0.4446147350041669,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3224234580081981,0.8088085245824438,0.6458398268398269,0.5759001864502125,0.5536784847725406,4.0,0.2906750574618263,0.8831235169549221,0.6939122807017545,0.6355079997756465,0.589046343279226,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3792931397158005,0.7942401988734225,0.619844155844156,0.621587340336204,0.602977889961069,3.0,0.2304438513982067,0.8495797103336017,0.6741578947368423,0.5242156294568885,0.540898397701879,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4037671980763435,0.7590105401112689,0.6188571428571429,0.6525782548248444,0.6128762762789504,4.0,0.1533525585406017,0.974417329268598,0.711236842105263,0.403910351844696,0.4414888217443899,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3673749697674918,0.7526250338371967,0.6045454545454545,0.6121416501811618,0.6070118312309924,2.0,0.3451499475012115,0.9681832960430802,0.7323157894736841,0.6260902660638492,0.5782908414487362,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.403284059079083,0.801139517171651,0.6342402597402598,0.6400539897793902,0.6220482533087246,1.0,0.1519356349790148,0.7775346836061567,0.5949736842105262,0.4800222054994666,0.4719789955476028,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.384123684031822,0.7768198281806055,0.608448051948052,0.633186629116445,0.6225491165557989,0.0,0.2501879572110544,0.908878791640963,0.7690263157894737,0.5093028600224002,0.4716310123599228,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4351499227187685,0.7599123838764776,0.6104025974025975,0.6611760921313157,0.6422103287287649,3.0,0.339784971514573,0.7819652031563606,0.6368947368421052,0.5961659644609323,0.6443775736618477,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4996943190024125,0.7061681856990633,0.5753506493506494,0.7100057987902697,0.6746899072473252,4.0,0.0312523817883985,0.9998230369736228,0.7721052631578948,0.2858436558873664,0.2801335015409286,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5141247297533035,0.68612101844212,0.5395454545454546,0.7178399731665914,0.7000035324580302,0.0,-0.0177168235577029,1.0777233313552086,0.904,0.2082998157401831,0.1573734612479181,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5202039075684664,0.6836698147383834,0.5407272727272728,0.7235401217253681,0.7081574294654972,1.0,0.0851033270012124,1.014514195381996,0.8257368421052632,0.3975643560112473,0.3411951406369705,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5000524986405819,0.7204316887684898,0.5707272727272727,0.7147237290989583,0.6882059809084435,2.0,0.228886276149227,0.8068163555474984,0.6577894736842105,0.562637260782973,0.5429275038954527,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3802504829342763,0.7871014683639724,0.6156363636363636,0.6295922952736279,0.6229671552779653,1.0,0.1039698035279187,0.9526979664115371,0.7861578947368422,0.3710246074076968,0.3155130001472667,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2919904624823033,0.8399434753881013,0.6636666666666666,0.5459992466325767,0.5157168900857515,0.0,0.3094894906257914,0.8291477763871284,0.6308771929824563,0.6019477975691245,0.708251262721939,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3643023006008897,0.7822937137325434,0.6074588744588745,0.6180647670985925,0.6032895324465718,4.0,0.2789722533909038,0.9188612326745976,0.7667017543859649,0.5426122145734918,0.5610329931251332,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3730646640641171,0.7568630025424712,0.6123463203463203,0.6264689560208365,0.617887608628256,2.0,0.0492947222834,1.023902961639335,0.8348596491228072,0.4968723033105809,0.3807934342226224,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3008797723123675,0.7941868467021771,0.6287489177489177,0.5529771947202138,0.5386980605527492,3.0,0.3016374523452195,0.9757751274833792,0.7497543859649122,0.5838346054074309,0.5998686802348028,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4081233416584963,0.8012693055396544,0.6290454545454545,0.6442106278285373,0.6451206671908319,2.0,0.0883750422866798,0.7780690505144265,0.6025,0.4096611366651974,0.3445709467732933,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4069331927628197,0.7614840261475759,0.6163636363636364,0.6462624659010734,0.6136025712050739,0.0,0.2087348222792809,0.930287589941949,0.7026842105263157,0.4596765121407331,0.5118467859920117,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4361005816828287,0.7594886052854524,0.5844220779220779,0.673325598508556,0.6646863507642494,4.0,0.1250894794394177,0.9005689429758454,0.7480526315789475,0.3836481788361398,0.3657455545831309,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4344620996533721,0.7851734525882487,0.6172467532467533,0.6702839588060834,0.6625398015422952,3.0,0.044780630625442,0.7616271708443845,0.5953684210526317,0.3449560902508774,0.2719115877010614,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4113016081233986,0.7667038787317679,0.6020844155844156,0.6538914424040138,0.637608714164447,1.0,0.1943320890235844,0.906137537486504,0.7304473684210526,0.4545274038666521,0.4752681111840665,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4881375030036996,0.7195791518965485,0.5717012987012987,0.7026909843363495,0.667989018192876,4.0,0.344483144449456,0.7866647115646237,0.6374210526315789,0.5913767545278384,0.5314363956694858,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.520689060362962,0.6948360733519588,0.5543506493506494,0.7317825095555566,0.7136301462900384,2.0,0.0011919153547296,0.9937864326323892,0.7885789473684212,0.2440554113982233,0.1351025993814707,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4837244887247499,0.7510391415950252,0.6093766233766233,0.706155900008121,0.6780161851213116,1.0,0.1857641496419037,0.7153521767927357,0.5463684210526315,0.5296808546497105,0.4829775617335034,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5254918200994874,0.6982119091865092,0.5671298701298702,0.736483490669244,0.7285579797681931,0.0,0.2719927752261724,0.8094605090981732,0.664,0.5392155022059564,0.4685892524898763,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5193073119622318,0.6792134488442563,0.5344155844155843,0.7267788337769386,0.7054385963492471,3.0,0.0733254019415038,1.0434558472993276,0.8742631578947369,0.309164545161689,0.3272030651340997,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.2913455209939706,0.8443876423897324,0.6775541125541126,0.5568555538712088,0.5440930513777102,4.0,0.4425739817255875,0.7444413659707667,0.5422280701754385,0.6840375304719017,0.6853797329831472,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3877840313721193,0.797584746952591,0.6183419913419914,0.6399972590355711,0.6385375701208111,3.0,0.2102375525536713,0.8072930292574805,0.6414736842105263,0.473589057011893,0.4305099609932182,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4072018667264774,0.7808308151608528,0.6186406926406928,0.6562300793227847,0.6310012303114496,1.0,0.0933440194795746,0.9059867806892248,0.7326666666666666,0.4188086860307104,0.4761123146551671,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3740931734635759,0.7838804021331857,0.6180952380952381,0.6185796653712887,0.6070551938527461,2.0,0.2191757410671705,0.9216598172392296,0.7116842105263159,0.4886541861351341,0.4703693633829179,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3287236050672951,0.812144070557676,0.6328917748917748,0.5878084106319459,0.5978902702133431,0.0,0.2624572657276283,0.8843187353725998,0.6928771929824561,0.5705846789524821,0.4843245616484961,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4143070612941194,0.7483112719585746,0.6043441558441559,0.6510645920659255,0.6253443030601891,2.0,0.2436262031686717,0.949980055192296,0.7434736842105264,0.4966545550815091,0.5504486791550298,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4477959851941715,0.7548322854918034,0.5916623376623378,0.6888724615947707,0.6882011307615342,3.0,0.12114071758981,0.8827362215532483,0.6740789473684211,0.3988995352006005,0.3386584965532334,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3787401036869068,0.7762295274084716,0.5976818181818181,0.6218984757373729,0.6249680650110931,4.0,0.267305920834703,0.8838603872843981,0.7552368421052631,0.6000165978709395,0.5981287966494984,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3798846946054781,0.7993868957463021,0.6306038961038961,0.6200497144958774,0.628308508674887,0.0,0.2938342894825053,0.7894517584674625,0.6401315789473685,0.5508465313568669,0.549603283996554,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3710051704114855,0.7854545958092817,0.6255974025974025,0.6130124951318223,0.6119539577064315,1.0,0.1877673127903313,0.9360240381528672,0.7377368421052629,0.4894167331035268,0.5930951477936848,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5378674023455439,0.6604857913077923,0.5270779220779221,0.7395956986098166,0.7176824895516825,4.0,0.1278954782780703,1.0260437048247637,0.7909473684210526,0.3742525131342885,0.3449162765540878,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4895523955770712,0.7244802525698243,0.5868831168831169,0.7052613322419317,0.689305785041069,3.0,0.1370912435265936,0.8495601338649499,0.6656842105263157,0.4688631300554335,0.3175350433892389,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4649743311077033,0.7002838200125923,0.5449220779220779,0.6896882176480286,0.661772135678606,2.0,0.387002969545722,0.8857831503667725,0.7296842105263158,0.6633706538797589,0.7016363034416053,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5444828713032963,0.6657703086621571,0.5363766233766234,0.7416960389687299,0.7252877519772327,1.0,0.2391682705506059,0.92146005425029,0.7251578947368421,0.5214690173696823,0.523804315274588,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4754653244197113,0.708894603196807,0.5653636363636364,0.6917879354646354,0.6736403942406266,0.0,0.2571927287686583,0.9210332298708422,0.6903684210526315,0.5177103398787739,0.4999179273925475,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3319278547919572,0.8147663711385243,0.6373203463203463,0.5877413492020067,0.5947814918946656,0.0,0.2510107754616429,0.8675668199824742,0.6944912280701752,0.5598813438126304,0.5226526623547559,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3472397823156109,0.8223768757873277,0.6585757575757576,0.5956157248561951,0.5888617438904691,1.0,0.3407255371730889,0.7509675007179092,0.5969473684210526,0.5993320425766838,0.5799956261474469,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3510786874902324,0.7615658529244522,0.6013290043290044,0.597769040206253,0.5958829504596924,2.0,0.2334555737630977,1.0405138631537807,0.8733333333333334,0.5155909224062493,0.5611251092070487,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3951052737938372,0.8100805742619291,0.6497792207792208,0.6375461001644431,0.6428779732705493,3.0,-0.2653230424456567,0.8820346361766099,0.6755087719298246,0.2451390654034556,0.2875280576089939,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3485165637129268,0.8364395821595094,0.6569350649350649,0.6017293149002925,0.6074542870659881,4.0,0.1849622665000239,0.7321302491731821,0.5974561403508772,0.4846797950462865,0.4140723319651851,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3881485177006862,0.796208119859293,0.6321493506493506,0.6276265496921716,0.6315030257797555,0.0,0.320205920126694,0.7623727849011235,0.6219473684210526,0.6257129758873621,0.5493242881779147,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4230202153999529,0.7538442560221987,0.6077727272727272,0.6591362017480878,0.6448623776143813,2.0,0.1654883551808513,0.9471247486332962,0.7023947368421052,0.4243628943755348,0.4454053197555777,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3986410616556143,0.7494044388626298,0.585051948051948,0.6573111323623766,0.6682529515048329,3.0,0.1623297259735913,0.9822003225840492,0.8626315789473683,0.5455594635684993,0.4255854698278153,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3784145707836945,0.7956703291736299,0.6185974025974027,0.6239234662890468,0.6182932701447125,4.0,0.2368613947182606,0.8466367207026311,0.6629999999999999,0.4880828081752119,0.5449472022163377,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4078329104194957,0.7581581363675125,0.5999805194805196,0.6477739177968904,0.6383710553520173,1.0,0.2203568419997672,0.936508071732995,0.7567894736842107,0.4699848086593005,0.3893417962822749,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.497565272432499,0.7099490927423701,0.5627402597402598,0.7098330567648694,0.6999789694948498,0.0,0.2539129631868797,0.8672162360103736,0.7397894736842104,0.5186805909246838,0.4838868530523384,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.599085116768288,0.6434545564635984,0.5057922077922078,0.77561573040658,0.75673568641494,2.0,-0.1456589845471305,1.008421956378015,0.8414210526315788,0.2020388542667992,0.1444438367320413,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4592992709497757,0.7271278313452754,0.5711038961038961,0.6782793594830481,0.6652216524272204,1.0,0.3094996369221054,0.8589541988892502,0.6830526315789474,0.5710239175350672,0.5258262233280155,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4978024009822221,0.6935998509564094,0.5458831168831169,0.7077788446138988,0.6967126185758855,4.0,0.2493725251386831,0.9445667901491306,0.7718421052631579,0.5083131546724969,0.4775662099070675,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4681522535459379,0.7251205721504833,0.5656883116883117,0.6866582240285337,0.665279428768098,3.0,0.3808694306711806,0.8127855935316716,0.647578947368421,0.6193372047178808,0.5999452813359436,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3854572741561569,0.816585355082763,0.6630216450216451,0.6326566269089959,0.6042950760555762,0.0,0.2392700526034406,0.7171699089912885,0.5533333333333333,0.5078843282590364,0.5088362430333274,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3590782904679279,0.8103272689650045,0.6464199134199134,0.6060825321759868,0.577063299320731,1.0,0.3715445240391188,0.7509381423041791,0.586140350877193,0.6635426487122088,0.6630190960298776,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3343500314335987,0.7849445821929069,0.6262164502164502,0.5838515377637219,0.5678812859230767,2.0,0.2975933297266105,0.9453860314908464,0.7922280701754385,0.5766097602948251,0.5764622211396921,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.3991962870448077,0.790487076543202,0.621090909090909,0.6354056117333923,0.6078870949811703,3.0,0.2013172258033303,0.8220750026253812,0.6671754385964913,0.4853893498782957,0.5284010195536631,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4423453978521584,0.7377800522401006,0.6084242424242423,0.6690489684333958,0.6391606152908206,4.0,-0.0666612842805993,1.091948491812654,0.8377543859649124,0.2333654519733392,0.3061894603173093,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3918753598676874,0.7676416828486798,0.6104025974025975,0.6289505521746285,0.6322453501937931,1.0,0.3893606114913924,0.8318677779551266,0.6380000000000002,0.6554695978109573,0.5490260450864521,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4380395723778045,0.7469873127801739,0.5950194805194806,0.6672993524670587,0.6524291114807482,0.0,0.2719123777428807,0.8741164712228903,0.6912894736842105,0.5217297349363004,0.5583889813096085,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3647876538754521,0.8112288978305227,0.649051948051948,0.6103935619413277,0.5932662727327226,2.0,0.4747600339604135,0.6742437869276411,0.5048947368421053,0.702868256362482,0.6878248984305738,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.3879841288858693,0.7927338321097621,0.6284090909090909,0.6286279949871666,0.6112857687122494,3.0,0.3969870876698155,0.7378199930235444,0.5949736842105263,0.644065955580393,0.6758413142813061,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4313430166570836,0.774818411906023,0.6144155844155844,0.6638197880275758,0.664940446314883,4.0,0.1976146646210155,0.7981000959515634,0.6422368421052633,0.4980834097212499,0.4781657027652893,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.444977149218412,0.7393621153821297,0.5677012987012987,0.6675364319505288,0.6593159423790164,4.0,0.3570575886761485,0.8316852896694948,0.64,0.5987141433057942,0.6138440575185637,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4851762748045776,0.7195885548781945,0.5635064935064935,0.6966158538816731,0.7059977968114987,3.0,0.1852631852294267,0.8990372043118362,0.6868947368421053,0.4777666334187663,0.4256553391149297,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4278981012356756,0.7508465525355668,0.5872467532467532,0.6548349358074811,0.6490378177773185,2.0,0.3582416822431936,0.8096155682921695,0.6047894736842104,0.6454228900717494,0.703835422621583,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4324826302665754,0.767102390768063,0.6053506493506493,0.6585658234862879,0.6542978538313238,1.0,0.3103417099597905,0.7606223213852414,0.6078947368421052,0.5865869416362351,0.6027906985768656,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4252017782687277,0.7732954778762746,0.5992077922077922,0.6525242648389412,0.6662882220304162,0.0,0.2369748574827385,0.7680459141977056,0.6142105263157894,0.5475219116920175,0.4843245616484961,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4069919121758186,0.7680510801766128,0.6133549783549784,0.6494114749151529,0.6257412893131689,1.0,0.1948134140987646,0.9091797923055936,0.7225087719298248,0.4433126119912186,0.4227402082655825,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4109921264924555,0.7933800379136625,0.6296017316017315,0.6514837661758507,0.6428609571749281,4.0,-0.0036074595215178,0.8577582096365097,0.672982456140351,0.33241934921243,0.3096541230065325,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3779671699148689,0.8011979396679315,0.6336493506493506,0.623910362656534,0.5825492352784155,3.0,0.2784912747120118,0.7975955679782074,0.6363859649122808,0.5381139251871141,0.5633209315706804,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3915801814615454,0.8116941024901659,0.6651818181818183,0.6297809947378417,0.5981738424827077,0.0,0.0717886733647644,0.7588427477346499,0.5412982456140351,0.4515722534051785,0.4325507741418897,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3581186929831869,0.7866410572542938,0.6127662337662338,0.6050135582281931,0.6010268631216119,2.0,0.2782019504241332,0.89730626115936,0.7467719298245614,0.5923324573526668,0.5176998421055208,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4216802895809425,0.7741403275590588,0.6238181818181817,0.6596021759343073,0.6583852310505426,3.0,0.1889024373458511,0.8280087718833596,0.6115789473684211,0.4779727392652577,0.3905548890633863,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3879283948078423,0.7667024728133995,0.6137337662337662,0.6258045092307208,0.5993188189090711,1.0,0.3305510246068641,0.8885905605004625,0.710342105263158,0.606599348090646,0.5644252347453554,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.459877099753167,0.7313633151186206,0.5901428571428572,0.6882982278259615,0.6937902731205264,0.0,0.2099048555165306,0.9134148478158904,0.7176315789473683,0.4865979329456692,0.4227864751161165,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4227035173173561,0.7834646703013415,0.6113831168831169,0.6571662162058405,0.6563736603489247,4.0,0.2358806055747859,0.7460310950200684,0.618342105263158,0.5043816761547408,0.4773212241099729,4.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4570528612983648,0.7428088320954194,0.5921948051948053,0.6795778652050966,0.6562719494880963,2.0,0.1632861227682833,0.8870824443973032,0.6685263157894736,0.4558409253300985,0.4762790704804864,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4962040415890634,0.7405685074898299,0.5833506493506493,0.7052354368064631,0.7133895836837851,1.0,-0.4053557008225736,0.9331137460984564,0.697263157894737,0.2667565199453052,0.300071159243121,1.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4386733226075094,0.756719440538111,0.602,0.6631811716934038,0.6470080351841967,0.0,0.2272509559985575,0.8519748575484706,0.6384736842105263,0.4931353234394467,0.5224101203224057,0.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4444015859537895,0.7323384711754779,0.5716623376623376,0.6669119670632437,0.6615322940800392,2.0,0.3220077710799623,0.8866388334900698,0.6929473684210525,0.56859755543254,0.5821842854016196,2.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4442753372211001,0.7794538880757241,0.601038961038961,0.6713341062371715,0.656149701568503,3.0,0.4500194683771757,0.5937485734054884,0.4945789473684209,0.7124917151182403,0.7234321987523256,3.0
random,immune_modulation_TLR7,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5175317552228971,0.6964084672422882,0.5286623376623377,0.7202050114110761,0.7187811656013917,4.0,0.1788640473705708,0.9059965725507376,0.7351052631578947,0.4889232277965205,0.4192665597097276,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.2639902892656726,0.8224136493879394,0.6695061728395061,0.5896289869147442,0.5867804175518261,0.0,0.2042919341360839,0.957059939134178,0.7816608187134502,0.5665807206985181,0.5808093104129947,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3699311023416947,0.8345954193943759,0.6721911111111111,0.681330622513304,0.6804888590128945,3.0,0.049995456600399,0.7142370851171296,0.5987142857142858,0.4478435806397579,0.3543288124015262,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4232414655517944,0.7503947630877255,0.6054178403755869,0.71461574730036,0.700477605003054,4.0,0.1624037925648375,0.938006102799384,0.7918133333333333,0.4568019122092848,0.417124884026959,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3024363648004219,0.8237663701076448,0.6599634146341464,0.6151496925351685,0.6058341288544459,1.0,0.402973332402788,0.8213923815354293,0.6911190476190475,0.7656463818791548,0.7793594598067055,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4054265428266307,0.7692321450554467,0.6340094562647756,0.706025673447798,0.6910122284594444,2.0,0.2130643886585074,0.8995326697597713,0.6768888888888889,0.5583500698014731,0.593849708505205,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4730933487833211,0.704677245657858,0.5663630136986301,0.7135705163444584,0.6867133396243266,4.0,-0.1261281771133273,1.150011880846001,0.9004130434782608,0.2356745133335705,0.2225922851602015,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.3570886052735751,0.8003996023799194,0.6373221476510067,0.6333376588461133,0.6456519732224151,3.0,0.2009537886328979,0.8516779880617071,0.6428837209302326,0.5515954089515442,0.553377912917965,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.431126366667712,0.7653224231605952,0.605512658227848,0.6984338428344814,0.692210563552777,2.0,-0.2923079152091226,0.934987779095975,0.7923235294117648,0.2025576704733166,0.1667048671684718,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.5285701171607257,0.6708936348116363,0.5410538461538463,0.7524379859723963,0.7155657104944677,1.0,-0.1343826328113075,1.1042002579593158,0.8574032258064516,0.1979678636147767,0.2270912831659901,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4421353122559178,0.7491283082504774,0.6010148148148148,0.697292394234968,0.6938754361767163,0.0,0.1409835946108706,0.9265052049162176,0.7228771929824561,0.4215727963979682,0.4018734005137538,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.457386935092631,0.7680433581510877,0.599025,0.693517618606694,0.6957823320057203,2.0,0.06387964717,0.723901581708453,0.5686249999999999,0.4506361672265382,0.3797561598258646,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4719781557588036,0.7250013969924648,0.5797179487179486,0.7054756807414737,0.6827872568938836,1.0,0.2288792712807669,0.8884857905447898,0.6949444444444446,0.4965575583533396,0.5413475781851468,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4658033009636553,0.7564651272344314,0.594360902255639,0.7044394576227591,0.7061857973922943,0.0,0.13820826612319,0.8441249807053737,0.6653559322033898,0.418494365894501,0.3774731864881049,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4361758532905907,0.7002918585251184,0.5425766871165644,0.6786627824144188,0.6505212464438361,3.0,-0.6273463941022213,1.089765049021561,0.911310344827586,0.6290878603611139,0.6292965429055205,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4626472094902635,0.7645010915093051,0.5990135135135135,0.6891355149294658,0.685727428496882,4.0,-0.4098407318932013,1.008868177712034,0.8273181818181818,0.3732720600083974,0.3920490677630753,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.404979076574484,0.800094941456272,0.6506666666666666,0.6984875349150431,0.6942023091461506,1.0,0.1189396775416045,0.8235807335600792,0.6261777777777778,0.3558280548223576,0.3428656192534257,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2760500415353858,0.7903114968847803,0.6329059829059829,0.6179669764111078,0.5838667770275244,3.0,-0.3010903619160432,1.064427853037014,0.8847962962962964,0.5822211702654263,0.5552838203114944,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2410480443155521,0.8448581537254984,0.681248120300752,0.5705830561670433,0.5714821346670896,4.0,0.2418806667789905,0.914978031699892,0.756090395480226,0.6071801482209866,0.5847179008198502,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3985457935379626,0.7896856769338231,0.6484683544303798,0.6924400026362977,0.6921608871974281,2.0,-0.1575232664562982,0.8934026897279145,0.7390196078431374,0.3548914205013174,0.3401329370458463,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3569042374202957,0.812670682027413,0.6684411027568922,0.6664280771882418,0.6427025592688308,0.0,0.2540191103128131,0.829709326725324,0.6826214689265537,0.5557806933789514,0.4971138010816898,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.4246431572616592,0.7226396556344143,0.5794444444444444,0.7013425795480499,0.6690055253931214,2.0,0.2230474788008125,1.0149060585553265,0.8583076923076922,0.5132404339689025,0.5272322359472764,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.4643835859828855,0.7280333408948696,0.5861958041958042,0.71589225045638,0.6963946034782608,3.0,-0.0567626499468201,1.027486501227185,0.7665918367346941,0.548447488480606,0.4871265024221715,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3830486994084242,0.7826477579262673,0.6185909090909091,0.6597807486108037,0.6429955619662571,4.0,0.2419389982696407,0.871948528780286,0.6864473684210527,0.512569408451998,0.4915736514442135,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.4068150518038801,0.7659018529001365,0.5941586206896551,0.6826513286570648,0.685541189755393,1.0,0.1133924463607621,0.9513557738883168,0.794659574468085,0.4026858257432604,0.3985890694206803,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.4691527906207144,0.7357918778431847,0.5872708333333334,0.7352027614418915,0.7256451510478713,0.0,0.1618979273061628,0.8877325751598845,0.6990416666666666,0.4645316825608419,0.4782325487449751,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.5059611560025173,0.698856671327407,0.5515,0.7209255308649645,0.711873787337472,0.0,-0.0443284924640368,1.0422872513303203,0.8086428571428572,0.1912882676457061,0.2081930518769472,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.5084529500544204,0.7049805711037735,0.5478169014084506,0.7356830836029509,0.7323757413614328,1.0,-0.0051587923172502,0.9220232968857132,0.747,0.3675087003242242,0.3509606184368897,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3642556934074505,0.7353311627552032,0.5755810810810811,0.6102204923751215,0.5924610691708179,2.0,-0.0506595236068982,1.051856843007554,0.8886818181818182,0.4587244508500082,0.4984493950920411,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4733141851156389,0.7070602391721527,0.5649610389610389,0.697685441517448,0.6845832148453282,3.0,0.0592756698929604,1.068610952789205,0.8394210526315788,0.2778319102433003,0.3105712428314064,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4055184904553239,0.7353339571728131,0.5647571428571428,0.6618760145193383,0.6721825017498699,4.0,0.0800916046892831,0.968460832773006,0.7755,0.4805976817214353,0.4702617377835741,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3784680931424996,0.7892972196898334,0.6351168831168831,0.67654371121761,0.6659837450681105,4.0,0.2619412991248783,0.8636147275613233,0.7019122807017544,0.5481452658005025,0.511299596492553,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3756548335548417,0.8172958774070448,0.658082251082251,0.6874352463338241,0.6519124343563801,3.0,0.3086940243513624,0.7136744798280898,0.5968245614035087,0.5797418700377879,0.5470861906819933,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3509773135859729,0.8098047169865582,0.6518831168831168,0.6660473104668347,0.6284006086138822,2.0,0.2798177044324038,0.8392890823445102,0.7056315789473683,0.5653464454032439,0.5448076752829757,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3676420861262194,0.7263978095904321,0.5921298701298702,0.6709448204198574,0.6552222702470427,1.0,0.1831963607179781,1.1755721961258243,1.0177894736842108,0.5399525902539297,0.4850905516917721,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3553873120880488,0.8022073389832673,0.645,0.669212280399606,0.6290051894983723,0.0,0.3667384003388839,0.8048419262909887,0.6751578947368421,0.7189565990507737,0.6842479629435261,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4019627677780704,0.7698365233783552,0.6187662337662339,0.6717296599245213,0.6565537415152333,0.0,0.2949815329812215,0.8629328204626239,0.7208421052631578,0.6037601043511274,0.5837938401253336,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.436491953183559,0.7447828281042476,0.5862792207792208,0.7127419625977756,0.72222692330015,1.0,0.2084221280692137,0.9254489379982588,0.7908947368421051,0.4664320411714874,0.4253898826127041,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4144325953213215,0.7454901638623976,0.6035584415584415,0.6885754644947053,0.6891957949486229,2.0,0.1945908104238457,0.984494045850857,0.7867894736842106,0.4555534943610657,0.4582216204011813,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4375580732949784,0.7869696234999723,0.63337012987013,0.7106998724628966,0.6910415567224986,3.0,0.3022425688394694,0.6476449847839397,0.5178684210526316,0.5510700725361366,0.5749151938101476,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.396380277555057,0.7988042443422674,0.6434155844155844,0.6667974446371681,0.6572623710492724,4.0,0.142062310932483,0.8152503651607503,0.6493684210526315,0.437154933274967,0.4066108618261944,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5262849727181846,0.7015965836816527,0.5436623376623377,0.746963794588962,0.7281990622207185,0.0,0.1324493559547005,0.8184754119703291,0.6691052631578946,0.4556179659115371,0.45537620312618,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4434508775761804,0.7246895618393859,0.5635324675324676,0.6749803636704541,0.688926769261599,1.0,0.2181644656426395,0.9827881390797252,0.7264736842105263,0.4732673809452892,0.5274388583700297,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4778506457077976,0.7135110188539305,0.5663116883116882,0.7139457784879979,0.6892358476573228,2.0,0.1200761086184751,0.9784949237423124,0.727,0.3913559587755227,0.5251436396370897,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4301952007221109,0.728165405071442,0.5894415584415584,0.6737901680876106,0.6706623924230037,3.0,0.1821277550437651,1.0071596329856505,0.7725263157894737,0.4443944964197554,0.4770190442220228,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.41488339421498,0.7884218496382586,0.6132597402597402,0.6534478657525744,0.6488793747766562,4.0,0.1179190055850896,0.8098430647191369,0.6482631578947368,0.5360882814976514,0.5228218163805948,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3557655001831714,0.841897348697064,0.6898181818181818,0.6640799655721408,0.648490793233377,4.0,0.2253954217979201,0.6536937333920398,0.5008596491228071,0.6494618461068915,0.5872824919065776,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.339779198423624,0.8231033820178225,0.6622813852813852,0.6476065477152446,0.6281224745906363,0.0,0.3185748655190608,0.7861243149760039,0.6164912280701754,0.6130825863614968,0.5713504083237397,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3639238001194984,0.8097242542775707,0.6708744588744587,0.6651048791587616,0.6266451005788591,1.0,0.2180411651937437,0.8364114589452794,0.634157894736842,0.480774053892902,0.4927234927234927,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3918289348480614,0.7882772382410926,0.6351861471861472,0.6857921763987636,0.6716771272419008,2.0,0.1340910654606302,0.8987797315515929,0.7025263157894738,0.3882616479813974,0.3600941414288505,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3547765705160564,0.7938859619837856,0.6490389610389611,0.6740792313184092,0.656812715973834,3.0,0.260913285285931,0.8748017051834164,0.6745789473684211,0.5915106638300863,0.5728197833460991,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3728599176250585,0.8080173426195912,0.6443766233766234,0.6354944034734027,0.6345831262533951,2.0,0.2692075933784494,0.7894589753015735,0.6342105263157894,0.5321180035229578,0.5657383605338285,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3705826468140896,0.78157227482762,0.6265324675324675,0.6424308720502436,0.662774239838183,0.0,0.4022655196628016,0.825639194168596,0.6964473684210525,0.712565122661015,0.6291311008973517,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3603996816079005,0.8016296591254658,0.6346818181818181,0.6426710554585467,0.6453242602086408,1.0,0.3634129775808105,0.7941485509982573,0.6567105263157896,0.6729909460347596,0.6690379934820926,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.4256109704850858,0.7588544040153595,0.6187077922077923,0.691985436276966,0.686084491192335,4.0,0.1818249911852759,0.9089268831690304,0.7148157894736843,0.4683786470366063,0.4595348899127204,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.4258918263352739,0.7670694739865992,0.6169155844155844,0.6832518323022772,0.6592915339687399,3.0,0.1233438200061352,0.8668722816145289,0.7225000000000001,0.4317721795523239,0.3929079590129066,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4659903023075754,0.7061424196882077,0.5503506493506493,0.695695042496144,0.6844243749655855,4.0,0.0437108524931404,1.081797821367648,0.8004210526315789,0.3554419032118113,0.3839798659793431,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4886354197008103,0.7207457897944972,0.5635844155844156,0.7153051045712235,0.6950339931209147,0.0,0.0404942361139031,0.9153841873914558,0.729157894736842,0.3281028624801299,0.3333698230241213,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4193616867508192,0.780882866983296,0.6146363636363636,0.6545664066754081,0.6545712343010058,1.0,0.2840682249194168,0.765047986111088,0.5899473684210527,0.540127333970674,0.6065215012583433,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.452233212853399,0.745914709096659,0.5834675324675326,0.6883491179964325,0.6787937837423174,2.0,0.3696449311165656,0.7753928715581268,0.6137894736842104,0.6159965087069657,0.6127496662589478,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.5199430461633419,0.702269530526915,0.5475324675324675,0.7306703164538744,0.7242378392215373,3.0,-0.0377838830988199,0.9697343097874528,0.7907368421052633,0.2085363163049535,0.2769601142187853,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6527194661245519,0.1244617742145166,0.0947573251024953,0.8081130012404796,0.8198020243979959,0.0,-0.0599089322311185,0.1716163756944477,0.1357273394493667,0.5674531036865578,0.5999988061708398,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.632893211010539,0.120494881392857,0.091766879251182,0.7956135070489149,0.8097346369947346,1.0,-0.102367567551286,0.2806736984175987,0.2183105069407873,0.7316319572143583,0.7873988566185033,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6534266545166296,0.1346596037198353,0.1056784826626179,0.8097707451279044,0.7848167249703456,2.0,0.3647052683856503,0.1589822477968524,0.1223136077157835,0.6784798407884016,0.7052041799839632,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6308422659602562,0.1271450638735034,0.09683643006043,0.7943133045475301,0.8035668138135598,3.0,-0.3528321549162128,0.1666423491278423,0.1364906091612023,0.5904420487275074,0.5664025674570213,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6499645762265398,0.1247474309897921,0.0948379673145555,0.8062934714050699,0.8145610978686474,4.0,-0.0790903426101492,0.1977432936884786,0.1518308641406367,0.3590389261232626,0.4603702400594497,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6479191165407139,0.1255897157421237,0.0950641308389878,0.8054398392596517,0.8241276777447231,1.0,-1.472780331222463,0.2660750537685317,0.2038012508782129,0.5092174218689276,0.5105011970610389,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.635942957368802,0.1284633425471746,0.0994453795003675,0.799531007603292,0.7984660234187805,2.0,0.1928473586567474,0.1697013485401928,0.1191128511928078,0.6110451269105726,0.7371726344758102,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6123670843017264,0.1228972374917307,0.0948399464610028,0.7844765868049878,0.7993388206111942,0.0,0.1380544467939082,0.2814203215609799,0.2300783389117697,0.5231595004354257,0.5388559607315331,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6729852770968139,0.1200783669922932,0.0910106143046307,0.822434326125844,0.8237342725272436,4.0,-0.2606102869682107,0.2052723041510214,0.169226472710326,0.3927288517122203,0.3862364070613889,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6123670843017264,0.1228972374917307,0.0948399464610028,0.7844765868049878,0.7993388206111942,3.0,0.1380544467939082,0.2814203215609799,0.2300783389117697,0.5231595004354257,0.5388559607315331,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6185564608482397,0.1285527209375933,0.0973137812855781,0.788661755582973,0.7948083246343783,1.0,0.3007399202486147,0.1522544267768682,0.1178318178939012,0.5633328151984365,0.5368183467959305,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6426721642542825,0.1265220672567575,0.0964761509337479,0.8024607302448045,0.81451882944878,0.0,-1.7346403939676098,0.2798088857522615,0.2199071053496978,0.5466381661226576,0.5286500930260295,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6832928986322022,0.1181214146543152,0.0844258781282481,0.8315034985424588,0.8381850232195744,3.0,-0.9054007719702624,0.2297519874080301,0.1842510930210859,0.2038041143400618,0.2866729166056344,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6854858985123642,0.1178428084633026,0.0865616379492321,0.8293480868606455,0.8328651740694507,4.0,-0.3641619410227412,0.1991971599208498,0.1616816971788964,0.2430500301877115,0.2531762504957326,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6338584457078145,0.1278841295281081,0.0984299212533277,0.7983170494706768,0.8047272504831048,2.0,-0.2315187656192141,0.2017313756834623,0.1531486508945947,0.3665407996418982,0.5195978445869731,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2268372864168125,0.1845589835448685,0.1387667114238628,0.5074693549419795,0.3976762341284085,1.0,-0.9950237536901134,0.2350932413673647,0.2015303125914047,-0.2102063436269139,-0.2017332814898806,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2976183412801513,0.1700863106053709,0.1334367207766916,0.5634080436521688,0.5427263049457399,2.0,0.0202114448203593,0.1866084502924304,0.1502436731908019,0.2170171056803169,0.1516201244402031,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2429579335516426,0.1731378622680918,0.1351454009127696,0.5040162297687649,0.5075007154833951,0.0,-0.1824190616575363,0.3016253433295025,0.2390806863146879,0.7112459937067968,0.691889913881105,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3050801252484042,0.1764658259215747,0.1365593313573509,0.5682422378434875,0.5552006956827793,4.0,-3.648185085686979,0.37580496153355,0.3401229016873136,0.1310537397100991,0.1522496143014656,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3078677023500328,0.1760870479210483,0.1376160127741304,0.5620128429047248,0.5476720148402299,3.0,-1.5159570879729305,0.2683879446962207,0.2207152803684705,0.2771324414778001,0.2605160066936189,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3046555123160004,0.1761147681778872,0.1381676299125334,0.5635702063429125,0.548489556742074,3.0,-0.1060453436140911,0.1753117059357437,0.1532808844665664,0.1442634616974803,0.1353329904901916,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2589853047244912,0.1806812760880459,0.1389557202058446,0.5233504178261043,0.4135595792617394,4.0,-1.018109163017895,0.2364495193587885,0.2030429070633097,-0.2102063436269139,-0.2017332814898806,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2454819146545164,0.1727456887855548,0.1345848241685415,0.5155689415481044,0.540478572497091,2.0,-0.14026049979206,0.2854568989948089,0.2282974219066156,-0.6480535223512799,-0.6648233157830666,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2107238730632058,0.1753663570812036,0.1375694292095386,0.4817928025016242,0.4983311608803454,1.0,0.2551351283971718,0.2616099662370915,0.2077610511877051,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3046555123160004,0.1761147681778872,0.1381676299125334,0.5635702063429125,0.548489556742074,0.0,-0.1060453436140911,0.1753117059357437,0.1532808844665664,0.1442634616974803,0.1353329904901916,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2378710116390613,0.1827901155883855,0.1463556525275765,0.5131422251563043,0.4866811887790659,4.0,-1.8519779746440448,0.276225091456575,0.2507992085146654,0.4288917738665929,0.4736654667156709,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0028910707656597,0.2102848584165459,0.1530497036993406,0.4302835803410678,0.1807674148717561,3.0,0.1915284781470894,0.1643888272282428,0.1338834734744229,0.5110779907685682,0.4630031309029934,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2646665286235919,0.1794467867179056,0.1455867885797724,0.5182107274893524,0.4987665656326023,0.0,-0.8031856194303215,0.1923905065501574,0.1784314951931552,0.3217886573463498,0.3400241386066066,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0133659173230802,0.2095422704509638,0.1503780570433228,0.4741600525065753,0.379263934327936,1.0,-1.3241458391386032,0.2642513820683501,0.2283015712167176,-0.3718867523068354,-0.3448602539303295,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.0028910707656597,0.2102848584165459,0.1530497036993406,0.4302835803410678,0.1807674148717561,2.0,0.1915284781470894,0.1643888272282428,0.1338834734744229,0.5110779907685682,0.4630031309029934,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6059058031810363,0.1332159868186163,0.1039992128490226,0.7800355741181187,0.7577086253069523,0.0,0.4437842995681619,0.1383595739986531,0.1010665577573305,0.6759695151064652,0.7124948804881305,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6682685682289751,0.1215029717010236,0.0901089484763628,0.8210656818465436,0.8213575977999928,2.0,-0.3952004878805728,0.2047405610020966,0.1672681699266119,0.443299354125641,0.4704274197241984,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6211447532836261,0.1223438272479027,0.0936077499405982,0.7883718250553042,0.8065029040863452,3.0,-0.0363746522732011,0.2541531094476258,0.1882367804701829,0.6576041107502011,0.6950188254256927,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6277772585607098,0.1213315769536178,0.0920193985374732,0.7939412036220419,0.8097606934864012,4.0,-0.0510289435161792,0.2740601187400806,0.2165210061494137,0.6990059679592753,0.7444972679379023,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.598817427470929,0.1257821383316407,0.0955841518476445,0.7766124035586136,0.795933933368797,1.0,0.142245629340022,0.2687810827493362,0.1886297510240686,0.6684942983876534,0.7996828421825937,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6061661183709394,0.130623910047237,0.1012142770590665,0.7795952044783931,0.7871840508377043,2.0,-0.0085134106788287,0.1828484990317472,0.1399144508179253,0.2970267107707993,0.2576183416963603,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6245588112767131,0.1282225698114868,0.0975317743354523,0.7926840447503646,0.8050129835673152,1.0,-0.4763854924368416,0.1740857829253352,0.1406231129339194,0.5925599082162661,0.5351846191813633,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6882175813503797,0.1171994435507758,0.0879315976355802,0.8334472921919392,0.8374356060746644,3.0,-0.5931882100037471,0.2100872277756968,0.170781483875482,0.2877561762352205,0.3773609668576873,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5984666104248404,0.1322815020919465,0.1043729904626768,0.7752459519613848,0.7634543842485342,4.0,0.452654124091255,0.1381534568636973,0.1025307073597032,0.6954109212612869,0.7480598670079772,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.609553206106167,0.1233424944941287,0.0930303546113946,0.784762522862978,0.7991227171684037,0.0,0.1031187713903099,0.2870668246581002,0.2356385630132198,0.5308244178582356,0.5274032223108776,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.622156582898082,0.1286321263085831,0.0966784482722389,0.7992714843012931,0.8056528151960173,4.0,-0.7686788418270609,0.1905407677394493,0.1493471945269523,0.5987966252174192,0.576608435162525,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6298781967338432,0.1276879862568466,0.0952344478113075,0.8023590351323442,0.8108461221422355,3.0,-0.7487427956571862,0.2279078242851724,0.1875938485254029,0.5943843580949315,0.616669929436391,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.4611559966110771,0.1480540474332221,0.1105547309587842,0.7049246260389215,0.6972641713489706,2.0,0.413104723595677,0.1407200364149111,0.1090063837470635,0.6724917965794963,0.6317275746021063,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6125379925749712,0.1308135688174766,0.0999630829896757,0.7828988391463001,0.784888313315874,1.0,-0.273915930367606,0.207023680762366,0.1507147365420722,0.6906747924084445,0.7604551448672007,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.639182025847481,0.1260190406291064,0.094616032933112,0.801042199380182,0.7958209846998391,0.0,-0.549598201303285,0.2279185607896939,0.185041276990864,0.5947950110230831,0.5861407476974192,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2817047147361857,0.1778808561429202,0.1399556319345102,0.5419044032931327,0.5397403530035703,1.0,-1.3589161770354798,0.264699133943805,0.221175689897882,0.5395923639956726,0.5413319619607666,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2267189261196034,0.1844848798024132,0.1411644681185513,0.4977332437421349,0.3886145793919249,2.0,-0.317284182415394,0.2101405577097919,0.1773588932925579,0.4385789844074164,0.3890232410669264,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.310234572884827,0.1758101555004163,0.136746873560998,0.5729155930596372,0.5794316649406962,3.0,-3.4622297099746664,0.3682110053289281,0.3318388061958974,0.1310537397100992,0.1522496143014656,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2034486928535802,0.1847235128085106,0.1411941556701428,0.4973902602306161,0.464940479945959,0.0,-3.262501011863942,0.2085217318674283,0.191850104817825,-0.1015416439471208,-0.0608998457205862,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3077905021824794,0.1736829001376095,0.1320880478512706,0.5822303025844473,0.5775851635911011,4.0,-0.1202381861065204,0.1976450843750505,0.1688836863124682,-0.2194068023927397,-0.2812465311133518,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2585060244203184,0.1816550190882915,0.1400008922616646,0.5197974794748946,0.4372524873895716,4.0,-0.7426798410546138,0.228820211622073,0.1980562356450587,-0.3718867523068355,-0.3448602539303295,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2417876661697465,0.1731680684980308,0.1349722511748072,0.5114822602427828,0.5157716687892338,0.0,-0.1046283974663153,0.2809613658415199,0.2224952625653917,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2453102133146795,0.1825438724981801,0.1405696938500806,0.507907232832158,0.4307961038699512,2.0,-0.385883584247896,0.2007768114830063,0.1747923673230674,-0.2893338356572703,-0.2853236860070973,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2948696082801134,0.1740560483414917,0.1333491975633764,0.5838439949846795,0.5636803311883238,1.0,-0.106354685646659,0.1955570918502756,0.1617897891359362,-0.1038886752127822,-0.1191738259714367,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2585060244203184,0.1816550190882915,0.1400008922616646,0.5197974794748946,0.4372524873895716,3.0,-0.7426798410546138,0.228820211622073,0.1980562356450587,-0.3718867523068355,-0.3448602539303295,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2420903925606368,0.1733924922867,0.138663485922371,0.4930530714666599,0.5309633574723692,4.0,-0.5732878902389409,0.3155556409533079,0.2503190706809425,-0.5978140497528717,-0.5785485343455693,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0150215314130085,0.2093663861992226,0.1510263383685451,0.4695463159484394,0.3695972882047277,3.0,-0.4667052209236308,0.2099215373182583,0.179647842557378,0.3718867523068355,0.3448602539303295,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3845491511035583,0.1670287331022742,0.1311214977588032,0.6293761939131493,0.6402256340625125,2.0,-0.2760272599765361,0.2133720027080981,0.1546824440831307,0.1045248101421831,0.1237244302154669,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0221222164235479,0.2074600015957873,0.1480288064222818,0.4799704747238713,0.3886145793919249,1.0,-0.5691440853975342,0.229351483781676,0.1910089288748341,0.3914871643927254,0.3890232410669264,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.00560015518695,0.2107151147368074,0.1531263067907929,0.3718455264577925,0.2455747091366622,0.0,-0.165583233753809,0.1841288427098088,0.1591807736110961,-0.2893338356572703,-0.2853236860070973,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6288989428471288,0.1287332287488401,0.0979716733138776,0.7952575599012571,0.8169229907501573,4.0,-0.1892787575366024,0.2068553928870159,0.1613965352244157,0.4913241632410973,0.5832019028735548,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6142432990780462,0.1235176811630142,0.0947938082401789,0.7877326724558087,0.8062104979755111,0.0,-0.1004993726615237,0.2804357671096643,0.2197469004829138,0.6425154832720482,0.6789059195333834,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6492575515708805,0.1249360448115247,0.0939163603487775,0.8081489534870687,0.818833783209737,3.0,-0.130504188971241,0.184298443413555,0.1432883536056753,0.5190736172301307,0.4980736389781514,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6091927193188063,0.1148808023076655,0.0851523972138188,0.7840095271030554,0.7812575056595645,2.0,-0.560214266886941,0.2255272046681206,0.1752311120218991,0.4667576671748778,0.501622743362284,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6142432990780462,0.1235176811630142,0.0947938082401789,0.7877326724558087,0.8062104979755111,1.0,-0.1004993726615237,0.2804357671096643,0.2197469004829138,0.6425154832720482,0.6789059195333834,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5993575650593643,0.1317481771310653,0.1028222351616812,0.7754484707590479,0.7717802534979447,4.0,0.0372716884519177,0.178649758160263,0.1384978064738905,0.3271654545984581,0.3410855951106673,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6015255261639441,0.1337035463563773,0.1040337708655968,0.776938085459951,0.7627971208076366,0.0,0.4565981226663447,0.1388740781874181,0.102107080811548,0.7256340450108684,0.7474445983903719,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6204625613523399,0.129468925359359,0.1010391945303979,0.7890505125373002,0.8003281360163069,1.0,-0.2666466416746054,0.2064321708087167,0.1462158704963034,0.7000466089828195,0.7528451801307824,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6219545814512017,0.1129895103566663,0.0848395749282814,0.7889800637218848,0.793166780911168,2.0,-0.483336965824704,0.2199007570375888,0.1698215210541064,0.4227153138418041,0.4685943836763187,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5892083021982475,0.127187985819779,0.098701581823536,0.7684942584105594,0.7717255178964363,3.0,-0.1190419982921864,0.2690038381895508,0.1973208051792422,0.7979760093103601,0.8379160640159532,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.605826895858656,0.1310635053176843,0.1002030645705635,0.7800246944701568,0.7645002860674395,0.0,0.1606311733705759,0.1710831544131338,0.1368911685082794,0.5738326952235044,0.7172169803723454,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5859255736931506,0.1280475428701342,0.0990577469751147,0.770593909335608,0.791045525897513,2.0,-0.1850937528624132,0.3019662964503237,0.2385076963506441,0.2285526546476088,0.240969310802343,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5779172090220953,0.1352274829814143,0.1045249746851174,0.7632376634947703,0.7741847597121447,1.0,0.0077217756758002,0.1813707676917106,0.1441768363584394,0.324586672690111,0.309414333864064,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5312632443640417,0.1321587491877341,0.1032856808030808,0.7294879853772878,0.707220992705043,4.0,0.3862673636096697,0.1744687853512101,0.1236208144256133,0.637947729745221,0.6956958841263273,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6741164873220953,0.1199538571968623,0.0901697530149557,0.8230782314655563,0.8290501475780226,3.0,-0.3033390264505533,0.1947057949877783,0.1580051880091019,0.3888716130505979,0.2835616060089993,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2040549994585244,0.1862429383742632,0.1458715990051172,0.5793878814269221,0.5833841780936064,1.0,-0.8225321976224009,0.2520974402389438,0.2252533405362399,-0.126575915314239,-0.145127622001261,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.5933738353726914,0.2491670655845241,0.2007714508541029,0.325806317154634,0.4492885345088395,2.0,0.0751761187356991,0.2915043608476468,0.2434645131498316,0.8029545359545912,0.820456254846787,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.3875943498723655,0.2451869792484649,0.1984442773988563,0.3268450431308165,0.5009672462999868,0.0,-0.3534020676403551,0.2118185441016316,0.1675595235195749,-0.2488588477933074,-0.1284462865225478,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.1190270488904559,0.1893084695681588,0.1498922408364208,0.5040325463480355,0.5066935824720938,4.0,-0.9002443040899726,0.2532097074574516,0.2278465393902353,0.1750863781314603,0.1945183744772146,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},-0.3875943498723655,0.2451869792484649,0.1984442773988563,0.3268450431308165,0.5009672462999868,3.0,-0.3534020676403551,0.2118185441016316,0.1675595235195749,-0.2488588477933074,-0.1284462865225478,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.5879598173678291,0.2647907303017675,0.220119537951461,0.3692442404925191,0.318484094734433,1.0,-0.3982819840569596,0.2016729071227588,0.1750617136840185,,,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.217580442722144,0.1846537509457598,0.1451097218778278,0.5441584341390484,0.5080159560843498,2.0,-1.805892377593236,0.3127997057362489,0.2809937222013529,-0.126575915314239,-0.145127622001261,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.6044374412118125,0.2501924721813872,0.2013755289324743,0.3106180425865847,0.0105007606984101,3.0,-0.1123561471766232,0.2841510665736791,0.2147990283641665,0.6061414744136959,0.3936257167626465,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.5187309696206495,0.2452293625575461,0.1985724865520904,0.3834900682195591,0.4783695588846566,4.0,-0.1730666937847118,0.3004301192988151,0.2465906174203629,-0.7112459937067969,-0.691889913881105,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},-0.7523680539641271,0.2636539283449695,0.2127065930191002,0.3837083009121222,0.503307049764516,0.0,-0.5306266264081596,0.3112479360218056,0.2475525741715466,-0.5978140497528717,-0.5785485343455693,0.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.7470397154719008,0.2765953709126555,0.2243478778259669,0.1920758445819512,-0.0907997951742521,1.0,-1.2483277002105768,0.2148291579135075,0.199318515997035,-0.3217886573463498,-0.3400241386066066,1.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.6538859476363701,0.2712978593361287,0.2238990113038317,0.1536773471764444,0.1303196220212014,2.0,-0.640635787749174,0.2220197808238508,0.1921943052537437,-0.3718867523068355,-0.3448602539303295,2.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1974243880350699,0.1818133458117534,0.1392798660174868,0.5613080676347426,0.5253965657336067,3.0,-0.1765980261977324,0.2044933468563141,0.1772956608923141,,,3.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.6005916521700521,0.2671997460983678,0.2162376485108687,0.3248486396242653,0.0981420839448972,4.0,-0.1838403318112369,0.1813723231548867,0.1604720731001662,0.1442634616974803,0.1353329904901916,4.0
nucleobase,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},-0.4619266457701412,0.2404557580928826,0.1999667285847746,0.4583851070792294,0.4912396217770964,0.0,-0.6429768450962303,0.342652752663961,0.2718066673745222,-0.64805352235128,-0.6648233157830666,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6683935524749134,0.1208386505022904,0.0918791570823482,0.8185306869260867,0.8313011045871992,1.0,0.4679024474496643,0.1453942762913296,0.1073889833492426,0.6994718226156126,0.6846534525490285,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6312325834545576,0.1279089484313527,0.096150294531143,0.7953414140697872,0.809836100636599,4.0,0.6106916899947292,0.1252746364137696,0.0995331069302654,0.7830921068818336,0.7785825639447017,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.646909585324247,0.1264755308838245,0.0976766523480027,0.8058828593449394,0.8146441053259884,2.0,0.5439721624448908,0.1294429130777319,0.0969994154728859,0.7511348520165311,0.7753631882248692,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6254566742230705,0.1276796451569657,0.0980245352422176,0.7919331983958824,0.8084695111369292,3.0,0.679753857501759,0.1189837269194847,0.0910229965443149,0.8251171438720384,0.839061333517116,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6481964260257704,0.1248885084217938,0.0953837086623912,0.805869955960761,0.8109913655975185,0.0,0.5448685160321104,0.1358512380854064,0.1055212663946032,0.7593783479517517,0.8003436175669586,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6323898932437011,0.1285198065720745,0.0973744131936226,0.795567633278365,0.8056843739223969,4.0,0.6424030619286489,0.1172767599109763,0.0895058694444688,0.8027569890771816,0.7753634116901053,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6288346712538322,0.1288040494350615,0.0983687058187639,0.7936121291469831,0.8026236396698316,3.0,0.6149564241240892,0.123300343981176,0.092752182137554,0.7873556613694936,0.7912439789680616,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6172477301425616,0.129370976613634,0.0974649511891628,0.7860830255473071,0.7800935384931451,2.0,0.5390189877909524,0.1411462896654029,0.1103746398954702,0.7373162079639932,0.7644130815052433,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6475169672292153,0.1260832651072259,0.0949537766931291,0.8055356354047484,0.8131565401224895,1.0,0.5698845324322974,0.1276156977916221,0.0951931338442588,0.7711053103930993,0.7670445515900578,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6286359058999191,0.1275137151681922,0.0982481326173685,0.7945652725336909,0.8130113582409896,0.0,0.5582960024235086,0.1380247662356497,0.1093619375169552,0.7508246522583482,0.7731011300599299,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5961852924243318,0.1351088947831933,0.1017778417392209,0.7737370513561125,0.7796049869894904,4.0,0.5280827875183272,0.1298647632043094,0.1011632925933161,0.7313844483222668,0.7688610598156111,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6432192258225211,0.1241861531918495,0.0932551364313142,0.8031151014307616,0.8158925382809908,3.0,0.5084975982564349,0.1452796540907766,0.1098165569073294,0.7278504180672873,0.7538501948248478,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5638247081991143,0.1360004324838753,0.1011573963211482,0.7576030571503054,0.7796445223004903,2.0,0.5617457144351417,0.1446000468348497,0.1092403378307978,0.7511870291972147,0.7609028476067553,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6063690693116774,0.1304293463811124,0.096674462232033,0.7826578935483435,0.7827752971923486,1.0,0.5450806892804265,0.1437356566983689,0.1126663853491316,0.744160933317825,0.7346015763760799,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5886732142952789,0.1350830074662214,0.103815868281059,0.771781187590628,0.7858072376948797,0.0,0.5865031041599108,0.1294674183295271,0.0978661267474692,0.7717264336712593,0.7894041009894456,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2937199550273898,0.1757224121788222,0.1410578421070756,0.5424216490196923,0.5411555347984773,1.0,0.3728357718776742,0.165030469499431,0.1297800872785569,0.624383657358758,0.6082198329786794,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3233463299222843,0.1748479544176951,0.1397039761852101,0.572624707512846,0.5760685322927004,2.0,0.2088169266971001,0.1723673948875454,0.14074368471125,0.4859094156073283,0.4649005747936537,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2398023995836347,0.1784710961274055,0.1372935433155662,0.5159983666301861,0.5197782663189907,4.0,0.4194386091387824,0.1716167529269901,0.13161163701219,0.6492466943069469,0.6635319911916638,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2537026728361609,0.1756673332273169,0.1463959816905187,0.5085473822402492,0.5191678252366682,0.0,0.3222039109293583,0.1881078114701563,0.1545853560846329,0.603300354434577,0.590291734617658,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2676269471817566,0.1770531085928396,0.1433112916280662,0.5246549204403776,0.5328358202755086,3.0,0.3787342107244146,0.170979679818131,0.1387495970566616,0.664219601651822,0.6543593832068229,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2455325814121791,0.187068336034386,0.1388806647835811,0.5259509296567921,0.5689779031282971,3.0,0.1510879636247042,0.1643493416519076,0.128719756403477,0.5194551167777248,0.5010494868233453,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3029492165300389,0.1719754903886231,0.1384588272568399,0.5516609569163228,0.5546768624671453,2.0,0.3492731582023188,0.1777380236993383,0.1354630935805474,0.6018243467585432,0.5831831001546249,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2944662113697959,0.1715270552822277,0.1362038725234047,0.5552582678099061,0.5566195110478944,0.0,0.2136882930056627,0.2005420366766108,0.1587281761215391,0.4635195051252981,0.4531000205653123,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2391349409881152,0.1834976404222504,0.1399378629514549,0.5405066246490275,0.5518682474754776,4.0,0.2236940003811821,0.1784814614441696,0.1326354938400992,0.5236388690953135,0.5284731221792774,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3169710243564277,0.173527963061116,0.1378089416429791,0.5630116897256014,0.5625534605323571,1.0,0.2352056572928064,0.1774089192215307,0.142132272656549,0.4930233712144394,0.4833079000382518,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.0942104326322338,0.1953104760875265,0.1463072599418871,0.5102930815049619,0.4930782628351229,4.0,0.115494169966554,0.2099650903749961,0.148915837564204,0.5037248968384734,0.4695343990040777,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2143277427989859,0.1881929366740864,0.1441650089340721,0.5486953915111217,0.5596622184221011,2.0,-0.1257413754829413,0.206737520518691,0.1619110258235248,0.3553337255162943,0.3754913414226064,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2661818701712245,0.180423949504162,0.1452479792647067,0.5295371959412937,0.5073639845912484,1.0,0.3120202180136064,0.1676395490378736,0.135529787988221,0.5833150595492396,0.5704602903900479,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3130965835741683,0.1748024096566366,0.1430830864359605,0.5600152884584085,0.5635794915757227,0.0,0.0677631304967717,0.1924075134878834,0.1572706446119411,0.362806286010758,0.5127919608011945,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2345555149894411,0.1824296027836037,0.1422501722691157,0.5383077027167672,0.5273769290780012,3.0,0.3081936261842789,0.1751508257794931,0.1430993112923909,0.6170448196265088,0.6143736573633215,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6378928029182612,0.1275414674140532,0.0968572405852726,0.7994373704224458,0.8115995815217895,0.0,0.5817713706500316,0.126200175256093,0.0955992428840386,0.7656087657745384,0.7791053977368868,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6320561629941426,0.1277124627307361,0.0972515546316559,0.7969222317988899,0.8051200337402554,1.0,0.6210219978943443,0.1244823062736375,0.0970751376437667,0.7897495688222709,0.811462216980081,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6111297991957783,0.1267157901917678,0.0976884441557843,0.7818875245559769,0.7920313208475793,4.0,0.6355313807872858,0.1389678324971311,0.1045886857565038,0.8112786818767705,0.8442601648842246,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6312595380350604,0.1274325936916444,0.0964480511231865,0.7983053546534574,0.8128441459153112,2.0,0.6122345737014743,0.1277871514432287,0.0968290286004826,0.7832797718610487,0.7970759475323366,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6298393571986302,0.1275111524125548,0.0966557460470042,0.7951946421520784,0.8049074418118516,3.0,0.6263909020156134,0.1257235689621501,0.0975671897925694,0.7934166819112358,0.815812788628114,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6160102345809848,0.1279750769617207,0.0967900406102056,0.785338872863904,0.7924570925715657,0.0,0.5999774876615491,0.1378076472951236,0.0990717126880809,0.7752667868665204,0.8167688994276231,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6513495388302388,0.1243173166334779,0.0971065763421096,0.8105214636119978,0.8187699140228585,4.0,0.5675661027763507,0.1330902299766437,0.1000705020673603,0.7543017235250014,0.7922376538463843,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6273377066101082,0.1282006659197118,0.0991857858119659,0.794123218168621,0.8013326222429195,3.0,0.5918355929077159,0.1306715120432478,0.1017313646353635,0.7695208932486176,0.7694313353129538,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6507079556696669,0.1247892165982448,0.0959460990449194,0.8084051068880977,0.8173183182003629,2.0,0.5275801632729713,0.1358736187680292,0.1056016333421599,0.7280746267504334,0.7495390317598087,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6509469405736494,0.1243434162406625,0.0944576789535782,0.8082108700823232,0.8133906687901296,1.0,0.5356697059277029,0.1379019779086277,0.1052019387512254,0.7324454327840096,0.7371154099955266,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6335073558193403,0.1271383149561608,0.0957144484033708,0.7987657400014516,0.811157717034983,3.0,0.6187196679219811,0.126067820915952,0.0935748639463801,0.7903431230906857,0.8002168270922055,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.579839395286275,0.1337543139856722,0.1013164571687919,0.7634632355842841,0.7855797115934959,4.0,0.6555007867482094,0.1285437076587338,0.0955388004823482,0.8127880620978536,0.8344392193844541,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.596711858614118,0.1297568461050968,0.1015001501901259,0.7765873844927949,0.7962170569536204,0.0,0.4623942979240716,0.1661402388734794,0.1270646121883265,0.6841362145629111,0.7042671954553692,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6085772008314245,0.1309012939335732,0.0983216158265546,0.7831215824798717,0.7961139065417933,2.0,0.4724958303654707,0.1504826175115494,0.1149741759447163,0.7058907189544783,0.7201388923336122,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6081822068539038,0.1316279236241663,0.0993365207581323,0.783023264844882,0.7880817566279492,1.0,0.6057189647000141,0.1277897870933853,0.099733958841601,0.784344327504934,0.7709970213732873,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3032350333029727,0.1767823847662674,0.135996302174026,0.5594856734019751,0.5644116403076218,2.0,0.2642082164745127,0.1664931511877594,0.1343123955412451,0.5346273758602467,0.5187536548968764,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.298554037727595,0.1780793878750814,0.1434329558048746,0.5556000563414714,0.5496757997703883,0.0,0.3037938390622783,0.1612572848829361,0.1284825746778954,0.5691355640849958,0.6029093497009098,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2345542235264436,0.1782838179787803,0.134328092212636,0.5270894727849167,0.5464414544494475,4.0,0.2854619980983827,0.1929932049252929,0.143538872515809,0.559550414255906,0.5705798667365822,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2928324502620586,0.176894816215335,0.1460798682876418,0.5450263815279884,0.5623201604817734,3.0,0.1000038325284026,0.1898405144066693,0.1602999533563175,0.3850332555256522,0.416518851909484,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3050472444412718,0.1725638066145807,0.1367351524333081,0.5525643134955319,0.558468670505272,1.0,0.3115818407367149,0.1796702201855653,0.1466970303624752,0.5611137083275255,0.5350810266872464,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3164944162126788,0.1744266476807355,0.1394935706250248,0.5656968681312728,0.5658999187763357,1.0,0.2176039554244875,0.177378121261326,0.1408720553864357,0.4779391185693844,0.4979932407458305,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2942348496267702,0.1737760125518286,0.1413322572712821,0.54642782480171,0.5458488106764,0.0,0.3250781413459206,0.178427282319815,0.1358619235842565,0.5716639526879411,0.5668136601628062,0.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2262276382567198,0.1843861180975798,0.1403527938169694,0.5441213486202269,0.5115468953443045,2.0,0.0500931474607477,0.2008126787821073,0.1416861571790371,0.4002238348126575,0.4218930031099551,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2568705497545597,0.1850756448318149,0.1361561070602842,0.5500604039824233,0.5640108788580728,3.0,-0.1362058113410502,0.1961961841972631,0.1525233522364252,0.3678938406782647,0.3628688010081787,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2026012422411666,0.1865334861737196,0.1408920588300916,0.5262016815871052,0.5335599359113338,4.0,0.1798088201776883,0.1891646493987941,0.1430750473054324,0.498419761849604,0.5193221550355274,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2477968057287414,0.1811452217764344,0.1444547776367918,0.5145156710483458,0.5001297779527004,4.0,0.2016721938146969,0.186732146271505,0.1438154091681925,0.4872272742990429,0.4484382862483775,4.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2226718961270385,0.1822513315706061,0.1538131902676293,0.4737345461927565,0.5164392761371503,3.0,0.186336017531661,0.1949585443820722,0.1582056074435133,0.4319581624533034,0.5088701096759308,3.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2118927832228861,0.1832747148067842,0.1464937916443569,0.5022824529650605,0.506914980928993,2.0,0.3534369575314129,0.1729136373212227,0.1387087653724912,0.6021809790351076,0.6022909608786067,2.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.288556935666608,0.1748859054054792,0.139916880145881,0.5404212639999069,0.5184609628886253,1.0,0.244100554221335,0.186698725577979,0.1538282954694329,0.499404999953948,0.4248312460139087,1.0
random,cytotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.165309677906733,0.1927758134642565,0.1451159080400465,0.4612516249464831,0.5090683974530409,0.0,0.1675864864262222,0.182851982556647,0.1371503854512594,0.4686644518870579,0.4770345925269345,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5999365449666403,0.1307773400093432,0.1030517679387796,0.7784341788097918,0.7989840825296246,4.0,0.6513725464833429,0.1284433145212492,0.0987544392432074,0.8153859946841884,0.8362615606427787,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6062440087895214,0.1323310511113384,0.1037719727022452,0.7828840439500313,0.7982465326597327,3.0,0.6135221860251159,0.1240164235909737,0.0981460885940762,0.7917256674884461,0.799617024006915,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6342949642488864,0.1270016482103505,0.0968628577298031,0.7971149146262979,0.8097168265933158,2.0,0.5714721421090253,0.1339537852590307,0.1069750288788837,0.7564044954724469,0.75218533152271,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6132812415557297,0.1313195419710915,0.0990575921475756,0.7856728244163232,0.8105589619034718,1.0,0.6307173172029127,0.1213957638217891,0.0964449470871065,0.797957114273532,0.7970685070345361,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.6006676408766507,0.131048657908966,0.100931946590102,0.7767303120256419,0.7956351685576678,0.0,0.6756337921833345,0.1224136435990429,0.0972705905873258,0.8329286114291032,0.8165592707049945,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6387043283445855,0.1235134056005983,0.095078630165189,0.7992098248566937,0.8186910508850038,3.0,0.5452312032534876,0.1474944900553195,0.1127481807307533,0.7484672943986821,0.731008283938427,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6380202292671147,0.126397677508945,0.0976032235566962,0.8023701843979889,0.8160201356134608,4.0,0.61399476653223,0.1268617299274106,0.0942400512320163,0.7841186579681165,0.789944670486983,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6106175406959482,0.1285307675685105,0.0983511694366092,0.7826645532858405,0.7984954073561118,1.0,0.6337140332001989,0.1333771604477047,0.1017102487331475,0.8054276958657236,0.8108486000871864,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6324807428652687,0.1253086995346535,0.0970723673378236,0.7959235195048266,0.8072553042539348,2.0,0.6018096234782575,0.137361671671599,0.1077189658039345,0.777842372781433,0.7929438518136519,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6081073277399391,0.1304226208352753,0.0985953941419204,0.7800888141125505,0.8028909474863766,0.0,0.6178273865695578,0.1296652476415678,0.0983451061079304,0.7888559803066382,0.7990556835418611,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6483709705094214,0.1245877219885722,0.0948166335346941,0.8061216110992511,0.8138265808201052,1.0,0.5749217041544412,0.1330606975823625,0.1033289318406204,0.76072609951054,0.7553942162611339,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.614306244685316,0.1291480489129458,0.0979072924512398,0.784104252086918,0.780435470048572,0.0,0.6025919313826142,0.1341492879427536,0.1028627105223183,0.7763483983422232,0.761449195363959,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6297566626304909,0.129060797172516,0.098303009516879,0.7945182207170461,0.7982297778145212,2.0,0.6165641577802299,0.1205115729533126,0.0901591264897566,0.7870583311213541,0.8044487680585676,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6062611604184778,0.131146796445466,0.0987469370864768,0.788878058690752,0.7870740899007183,3.0,0.4803105954061017,0.1502430900583728,0.1142182184308475,0.7065864658808061,0.7001057216565867,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6278887491016585,0.1283495014238934,0.0963972019689959,0.7974830554126948,0.8090931740793651,4.0,0.5008547842062396,0.1434229205097188,0.1113153836324003,0.7122155901600544,0.764079295059817,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.282651776191427,0.1758147228746572,0.1394465974860763,0.536511597946314,0.5433176272187704,3.0,0.3981764627529031,0.1663027595267225,0.1288963487945184,0.6330811657278249,0.6197140894174611,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3344398215152256,0.1725294672481688,0.1352299468915788,0.5849500744753257,0.5736865453347267,4.0,0.0713229962155563,0.1912528825570959,0.146914831660068,0.4234890046041135,0.4667584890177963,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2916376518094618,0.1749983333043805,0.1357812356461277,0.5618566311853083,0.5691239559804103,2.0,0.173200537430563,0.1933825859533174,0.14831545305509,0.4986197144054821,0.4863829369555948,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3166779703712666,0.1732034564587537,0.1398050617216412,0.5633734051409627,0.5650474816462017,1.0,0.2373814773916057,0.1803670951784254,0.1425884119072691,0.5117640053894448,0.5302048123315637,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.2886655750550332,0.174002910055369,0.1355280444934533,0.5468904771760911,0.5473263808749924,0.0,0.2925131275078346,0.1817431192803865,0.1417400270705379,0.5616003727103989,0.5701947217556601,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2481239789442687,0.1823288525285412,0.1460337617152853,0.5479611559259664,0.5310565886824402,0.0,0.2289267677894595,0.1784613721673385,0.1459802332662818,0.5004389327508276,0.4990570676193937,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2843451737558057,0.1755948647799058,0.1373440279172304,0.538765066917368,0.564618683564374,4.0,0.2450965565342356,0.1863080644138856,0.147921246401832,0.5085795527290461,0.5193226254347779,4.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3320029119738248,0.1736170303996279,0.131747966769952,0.5849842745722801,0.5750986345114272,3.0,0.0004897378009012,0.1940678145835533,0.1516003577661848,0.4070504962758038,0.501306411347869,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2902413313449919,0.1737202020582859,0.1426483214907779,0.538785500674934,0.526590521440194,2.0,0.2704026846429121,0.1875747210319355,0.1526326657580996,0.5220297647609092,0.5238209642426686,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.2896814744259072,0.172940495286988,0.1383011472825017,0.5581780561806238,0.5570380771292951,1.0,0.1923271040575234,0.1995620725029201,0.1567255775683579,0.4999050366499449,0.5087571422171658,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.1700219508510085,0.1928507907422664,0.1520269020779989,0.5158546479040211,0.5075116847068882,3.0,0.0565532862681371,0.1918438646160013,0.1510191788159778,0.4712977528861733,0.4266760686810038,3.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2085555983694077,0.1844567396337337,0.1509229095839997,0.4772551010193779,0.5176952180490091,2.0,0.180840839722558,0.1947515452216431,0.1568102794014077,0.4910921692542934,0.5650783260649409,2.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2391702989589289,0.1813611465572981,0.1397051005447112,0.526547205108736,0.541836013642975,1.0,0.2768880400410204,0.1811651696091007,0.1411186361637043,0.5604091615667297,0.5806035142822148,1.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2292190705156835,0.1794732358314748,0.1419152127391586,0.5019141614725653,0.51764180919669,0.0,0.2533280382999471,0.1953305236522993,0.1589973148100916,0.5093251154289149,0.5234786131567358,0.0
random,cytotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.2915438112662959,0.1803023702051773,0.1419779985379608,0.5528030957810177,0.5606832980613833,4.0,0.1841619330957723,0.1646445475420361,0.1334530836468333,0.5768498505551688,0.5576637088156794,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7421339370335475,0.1067038569669287,0.0864104793398355,0.8841420462814744,0.8893741943324407,3.0,0.0272748635428616,0.1682074577502072,0.1392905602366915,0.6084305258697666,0.5750487106605849,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.737599970941893,0.1072557061379913,0.0863372035996231,0.8823341082406789,0.8932011811771052,4.0,0.2897769881014477,0.1378438556455295,0.113256915157184,0.5624604011816045,0.6049908424908425,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7305893108142689,0.103285523756579,0.0822324872392943,0.8791504667065677,0.8971907492344224,1.0,-0.1108023501574584,0.2923482598093648,0.2184206067553801,0.7553401695882809,0.7728479853479853,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7354490422100058,0.1022885587888474,0.0820845448925407,0.8811165583973617,0.8961714577756014,2.0,-0.1884989070413776,0.2914324430334041,0.2238285251358664,0.6718613703510251,0.6820970695970695,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7421339370335475,0.1067038569669287,0.0864104793398355,0.8841420462814744,0.8893741943324407,0.0,0.0272748635428616,0.1682074577502072,0.1392905602366915,0.6084305258697666,0.5750487106605849,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7421847062095939,0.0980134673064605,0.0774549724416576,0.882313194573371,0.8851250355002166,3.0,-0.2841880917492603,0.2523727427336699,0.2179916383650234,0.2941694554106882,0.4054500043945742,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7879526751311203,0.0846218539514186,0.064841849326872,0.9190150626917384,0.920999006072075,2.0,-0.3634945375729113,0.2108305374140209,0.1667999449679091,0.4572132133657992,0.4562313559654676,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.817582565983779,0.0888994988809327,0.0681831866858071,0.9176986173205228,0.92788823665069,1.0,-0.2492565122230541,0.2035056034535902,0.1793324493498943,0.6571411148512867,0.732067281606077,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.8170606837728984,0.0897700007636079,0.0686132260463306,0.9178278308000684,0.9302005978797692,0.0,-0.0083370498341559,0.1730609679686923,0.1414171694858681,0.729624591827613,0.7751373626373625,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.822370437226133,0.0884621239068149,0.0666339879787414,0.9200013251321564,0.9344864778058932,4.0,-0.9793031300509488,0.2341651516984971,0.188863585900387,0.4464926489120957,0.4690344573984544,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7552053723042531,0.0997906148775001,0.0781063673101554,0.8859616210458109,0.8747097256714077,4.0,-0.9538554201387848,0.2567567346109979,0.2219529181054463,0.496704273607443,0.5573843494565377,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7984897706937357,0.0892731664418031,0.0714546208772508,0.9155786743453616,0.933769579668236,1.0,0.2089709227518186,0.2377577748363489,0.1819279751168088,0.7544483798509976,0.7576007326007325,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.8118404624964908,0.0918112654231289,0.072725056337993,0.9214367102831272,0.9397286704397568,2.0,0.1576093743181018,0.155298818763214,0.1177826838365797,0.622965633580575,0.634981684981685,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7680226984833617,0.0993853476503335,0.0767297901799159,0.8906323933968928,0.8834422451511507,3.0,-0.91840937403834,0.254648108558655,0.2171263086573385,0.4173967213647266,0.4715964023086163,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.7941670366469176,0.0833726489413656,0.0679475337124129,0.9163558473892393,0.938603357653462,0.0,-0.0207143085973244,0.1824143147196235,0.1416385216779621,0.5699915989414903,0.5696349761610513,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},-0.5355374497457048,0.2602024170690117,0.2206324997475334,0.3269957996358681,0.265966765239994,0.0,-0.1513613725948293,0.1961759486370113,0.1720277599630267,0.5110779907685681,0.4630031309029934,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},-0.5130876617133704,0.258185461738604,0.2167794327711023,0.3844493571674466,0.3449229946836764,4.0,-1.3646151389907972,0.2559448181576403,0.2192128454362661,,,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},-0.3214566709190434,0.2416972611407174,0.1950775902220417,0.4248212126827843,0.5473397044509533,3.0,-1.0784743260004426,0.2728452317429859,0.2197315174456823,0.267068612358615,0.1063480006692062,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},-0.3214566709190434,0.2416972611407174,0.1950775902220417,0.4248212126827843,0.5473397044509533,2.0,-1.0784743260004426,0.2728452317429859,0.2197315174456823,0.267068612358615,0.1063480006692062,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},-0.9227770238306096,0.2548182911348314,0.2131282022678073,0.2095565347661928,0.1964374974100221,1.0,-0.4024569277802743,0.2138216027754785,0.1823730934043622,0.3297783038182016,0.2307042007025248,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.013513267093695,0.205873300480444,0.1637922987185293,0.577558675400266,0.5657808736450776,0.0,-0.1094696727459616,0.1958321978590122,0.1670263875620033,-0.0534105321581818,-0.0758903571148785,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},-0.871732336090709,0.2874781853267227,0.2434312053534628,0.3866408137744572,0.3302418466570389,4.0,-0.3972740407428028,0.2016002066566588,0.1750000546298234,0.2893338356572704,0.2853236860070973,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},-0.6908518179749044,0.2691336961675811,0.2215716181301567,0.3213703023007812,0.4446073096138317,3.0,-10.77832852491828,0.3466258180598729,0.3137925296834593,-0.1015416439471208,-0.0608998457205862,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},-0.9016420191934718,0.289564623652741,0.2465829219565312,0.3378320485581074,0.2619770561606379,2.0,-0.2484415688154899,0.204279150995964,0.1797742908188663,0.5110779907685682,0.4630031309029934,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},-0.7452870985460307,0.2631207037495517,0.2146756182509924,0.3736263675146826,0.5077051009588561,1.0,-0.2156166915469481,0.277376826836664,0.2333274122233118,-0.5978140497528716,-0.5785485343455693,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},-0.9637780375475296,0.2788548767464488,0.230484001874525,0.3297745627793361,0.4695463905898474,1.0,0.4969641371557648,0.1967349830453287,0.1659279317922994,0.7112459937067968,0.691889913881105,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},-0.053759031216001,0.2174269274038051,0.1751188163563178,0.6101389531173188,0.5440517528066418,3.0,-0.0069152998499104,0.1890414726956094,0.1517770099646583,0.0285859068839853,0.0465129436900251,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},-0.9421225324823616,0.2752651036883316,0.2268967274699763,0.3182772530644547,0.4956126805760706,2.0,0.1837115340036615,0.2434160389400348,0.2076183596819372,0.5472947002234888,0.5749277110779006,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},-0.9648790362494736,0.2791833360267761,0.2315503914364359,0.3653803736952866,0.5002059488960475,0.0,-0.1443887621307995,0.2691278490530235,0.2306524243306171,0.5978140497528717,0.5785485343455693,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},-0.9421225324823616,0.2752651036883316,0.2268967274699763,0.3182772530644547,0.4956126805760706,4.0,0.1837115340036615,0.2434160389400348,0.2076183596819372,0.5472947002234888,0.5749277110779006,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.697755138832832,0.1146945752827131,0.0866750548777623,0.8513841997062509,0.8654941864364287,0.0,0.643716000758261,0.1254775997137376,0.0938910572502036,0.8206349350258291,0.8408688834385428,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7202796801873839,0.1116171286033563,0.0846593006731834,0.8596919634339986,0.8686820766426712,1.0,0.6246190305838011,0.1224692796994383,0.0946496038436773,0.8002959261045872,0.8010500851058127,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7215029466672364,0.1120856057519393,0.0870418347119138,0.8631534657306794,0.8718863721485476,2.0,0.6901838650729297,0.1082126634429154,0.0860789078407531,0.8447305986539335,0.8584730542934877,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7175826974763764,0.1136026770381339,0.0886204683895461,0.8618872246470055,0.871514776635139,3.0,0.6908337295242168,0.1032354593566817,0.0792076041809497,0.8416216939620403,0.8592001393858978,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.7073508108268389,0.113190056058235,0.0861675009458528,0.8565397330535132,0.8702334608269303,4.0,0.6649285098254264,0.1202826612146775,0.0965672898197052,0.8302504284256198,0.8396358543417367,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7696849405934022,0.1019936545019055,0.0777578344293528,0.8892098928528223,0.8993720587825619,2.0,0.7421803515349294,0.0982637823059783,0.0722867232128375,0.8696778990504573,0.8880791551070188,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7710263836719722,0.100508948526806,0.0767728550446123,0.890722634252453,0.9008193363798356,1.0,0.6650955738922436,0.1181854293884374,0.0894773652569923,0.8222942315454902,0.8624938013482905,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7791104316611922,0.0999612338316918,0.0763209610941235,0.8948800744819162,0.9027537688338516,3.0,0.7316582271428547,0.1000472259717497,0.0736939732499685,0.8638511712124126,0.866243147976894,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7644522064565378,0.1021139089011008,0.0781703806242911,0.8866015743403666,0.8950899144551326,4.0,0.7174394406544458,0.107748859807583,0.0843261171659172,0.8552033328505613,0.8607179713990859,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.7712701120076905,0.0999479139192862,0.0782741964200568,0.8891509376379143,0.8974133795020426,0.0,0.70030833140582,0.1139555874243408,0.0844718965585575,0.8477085868879184,0.8720296731132643,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.8463647288966945,0.0822885421270159,0.0618807213326421,0.9245743524813697,0.930109451206615,0.0,0.6880169601474252,0.1144279140248114,0.0827140920641149,0.8346871630666409,0.8493124522536286,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.8504180150253864,0.0791646341335099,0.0594579167126271,0.927114570242676,0.931983318183366,4.0,0.7038099158648352,0.121449396910996,0.0930379952540954,0.8520729821496222,0.8629360835243187,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.8527546912076599,0.0811874188499861,0.0609296832348595,0.9285125601114724,0.9342629841755926,3.0,0.7645662163285735,0.0960989325642233,0.0737917872600888,0.8821655687547332,0.8853215927519332,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.8355164882427784,0.0851050768624237,0.0633860256633743,0.9203116956695344,0.9293311280758648,2.0,0.7816589914607716,0.0959468579638405,0.0764275709285511,0.8951029477512169,0.916318201921917,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.8334396701709911,0.0852669471671414,0.0647698717996135,0.9205139989688842,0.9282538983222228,1.0,0.8186391712825025,0.0887940151732016,0.0685883076770062,0.911849584149617,0.9239978287965904,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.29623818247997,0.1741161604419794,0.1433965007963028,0.5473284227783832,0.5632669039601561,3.0,0.2573744287796181,0.1848407148015848,0.1494838173122763,0.5127226190500864,0.5170837001892621,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2995421107023536,0.1736390881174357,0.1363363297505563,0.5651392385378675,0.5592554019131941,2.0,0.2577167650258861,0.1838309320101702,0.144193109929947,0.5240187478870751,0.5292459200945919,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2306021055298972,0.1836876121193657,0.1376129232091322,0.5312604642941039,0.5327091179001374,4.0,0.3357181267922692,0.1683058006694876,0.1295494352062507,0.6098819945431355,0.6200116183446843,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2915463938678841,0.1767032560659867,0.1375932756849963,0.5600833316232233,0.5493101788968275,1.0,0.243417872439524,0.1775264712556948,0.1384564385800766,0.5526123943094192,0.565347184893073,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2806791993260336,0.1755084541143644,0.1362179346427535,0.5335498333803143,0.5461511824606523,0.0,0.3518626812187831,0.1731476492723734,0.1367242189745867,0.5978120290424151,0.6014471401274873,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2435930582980209,0.1788467483540254,0.1446110167382703,0.5144163172314322,0.5394643496602507,3.0,0.318885347665117,0.1828957561812323,0.1480501669507979,0.5720403439168831,0.6233769845707441,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2423997280149048,0.1837255005572534,0.1389741070166553,0.5287220473585971,0.5074495197647967,1.0,0.144610988869135,0.18498061857144,0.1414792481535682,0.4793614140279401,0.4302616367183811,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2970661161807335,0.1741058485853854,0.1408093398888849,0.5518238613235293,0.5467112209883278,4.0,0.2849190178140439,0.1804278646714822,0.1442023367349028,0.5340721780430254,0.577598452532773,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2717996998244819,0.179344862980994,0.1379235554698341,0.5524195059713085,0.5419522514656169,0.0,0.2143063576093398,0.1808214811719172,0.1417906086725895,0.5246237333863439,0.5722765269948623,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3146858544326333,0.1729977788346376,0.1404623635026357,0.564647546317874,0.5531583579482977,2.0,0.2511026821492034,0.1805601971513621,0.1464245385908518,0.5031828137716104,0.5528520209422713,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.2185437312269951,0.1851550261282087,0.1479845463353533,0.5237528410642812,0.5375545029116068,1.0,0.3473836231720864,0.1670737117283693,0.130304119461544,0.6359244374562338,0.6147197355330123,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.1372754598867903,0.190549737635781,0.1515129606988284,0.4724425926562187,0.5003086654220857,2.0,0.1689093042880319,0.2034449108979978,0.1658572994228171,0.470423218846306,0.5106807434364395,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.0462190011910021,0.1989930900528051,0.152501765491874,0.4463118726033511,0.4704262865785398,3.0,0.2956356319078539,0.1916497728678626,0.1514975083009638,0.6048160119387329,0.583228687457734,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.202073468019891,0.1855518443996306,0.1486239987653411,0.4918764232670158,0.4791694508757099,4.0,0.298865673938515,0.1789308581013438,0.1416857946336437,0.5706781286232246,0.5567696474111592,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.150087724085043,0.1935582138930983,0.1549336955909054,0.488776876042733,0.4876066631468301,0.0,0.1364897097432542,0.1903513681674877,0.1497392771566475,0.4888727546414538,0.4815381883232188,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5136921402532183,1.535270597965304,1.1925663118770062,0.7203688458550612,0.7250886370392735,2.0,0.1329538449917296,1.6107844166062724,1.3139367816091954,0.4458009304841945,0.4155837633377572,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5029236372708679,1.568435000813344,1.2166569598136283,0.7130558961147501,0.7145420925300712,4.0,0.1699751074178763,1.843394949074019,1.4747222222222225,0.4484274007590875,0.4313585678036426,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4747019385919381,1.507215695704052,1.136011025792479,0.693284264007351,0.7001386451320657,1.0,0.1672296548468635,2.0768206447457263,1.6801971326164873,0.5072933642707029,0.5089268915962865,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5034544165183183,1.544294110279118,1.1880770628862232,0.7128409766489627,0.7173820711976252,0.0,0.2278355516724782,1.7993283352629033,1.4156992813709233,0.4818703113640471,0.4782497329842948,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4712199766046067,1.4947330117801163,1.1303596544102872,0.6905063175339693,0.6937683868420358,3.0,0.241431173202957,2.0162960773322194,1.6484147386461012,0.5737768883290315,0.5728532095975256,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5721460206665089,1.4318255279257646,1.0934959349593496,0.7580869540878675,0.7598742489034641,1.0,0.2392785597504368,1.644714779286157,1.2352601156069365,0.5137035986190177,0.5245953536392403,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5457790143312456,1.3845698147156336,1.0230599889928451,0.7406588351240531,0.7336044695445494,2.0,0.059337867924686,2.095459761699858,1.7040322580645162,0.4649465598187871,0.4449336135669212,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.531241905716213,1.4515587185233176,1.0805402087170044,0.7304600683020581,0.7349836868873617,3.0,0.2584535129952306,1.9436396652967471,1.5372524752475247,0.5558412151258896,0.5634998691772728,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5799405897596537,1.4494808497398073,1.093622001170275,0.7634327412478481,0.7655978347913872,4.0,0.0675116035606442,1.9441692200124847,1.4918956043956042,0.3888171678882476,0.3647778826586104,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6040545263421269,1.3717569652519253,1.011672278338945,0.7780614766235221,0.7808721434252304,0.0,0.1541387672027124,1.9792280089596503,1.5505343511450382,0.4377633923922308,0.4245162898787659,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6040081479871124,1.2653624940621997,0.915625,0.7779413218462445,0.7670000945655374,2.0,-0.3649656317361651,2.342027895728779,1.8956970740103272,0.3285387997389804,0.3113322720419021,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.640114615943747,1.3151663005633047,0.9870779976717112,0.8003344808125835,0.7996293443722626,0.0,-0.408718392769654,1.9188545493708395,1.5788595271210015,0.2686383466051696,0.2301144469337416,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6052476016661217,1.3071088726223166,0.9730142566191446,0.778376211305608,0.7784767329149026,1.0,0.4210118438906657,1.911598071813392,1.4752642706131078,0.6619848437537103,0.6623251037180673,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6575817644132473,1.2750752167263413,0.9387157695939564,0.8115664577915987,0.8125683610705632,3.0,0.2276980783713529,1.767487634803976,1.329153605015674,0.4951672236900232,0.506957473070822,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6572346498046422,1.26425767058267,0.9201271186440676,0.8111877659710416,0.8107373613509723,4.0,-0.0583064995702089,2.256050355339787,1.805828779599272,0.282685863957848,0.2258017963437443,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4891716364602865,1.6067499330570958,1.2481565086531228,0.7024595879137329,0.7121651234569694,0.0,-0.1239464691885525,1.941348866610032,1.558295739348371,0.1094210446979069,0.0497672040863069,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4443764687164329,1.531926809250835,1.1706591337099812,0.6681746927942711,0.6781511390175755,1.0,0.223335402985336,2.061852172879665,1.630784607696152,0.5650164011117499,0.5669599894273852,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4509071358388437,1.6543223141527907,1.301907356948229,0.6737715532907405,0.6792474727900809,2.0,-0.3391560399971669,1.920179024507156,1.6110741971207083,0.0574069024573477,0.0386447982713357,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4883082153397096,1.5870628328072642,1.2426229508196722,0.701514787187638,0.7043852296481006,3.0,-0.0045936881830705,1.893351046366781,1.548229548229548,0.301772006831619,0.2950687471595056,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4967207530429791,1.539404292723639,1.1779359430604983,0.7072533063783685,0.7085698350523439,4.0,0.1816610748776629,1.979569406578358,1.5940425531914897,0.4326496473667854,0.4720604604557001,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5643257346096592,1.4220798368697674,1.0814895947426069,0.7516224396108312,0.7527469373511294,2.0,0.1553491121945281,2.040506339395428,1.6219312602291325,0.4175332243529622,0.430656055001434,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5250167569146211,1.4963971263247684,1.1398365122615803,0.7249824414097618,0.7271151851627721,3.0,0.0580464079356563,2.09372579571471,1.6488372093023254,0.3231744711811241,0.3366213886820574,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5355424375279525,1.487881642074368,1.1146849315068492,0.7326138184199547,0.7400093809248379,4.0,0.0591817152138139,2.0570419462488974,1.6544117647058822,0.3163635620466673,0.3104259546027746,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5336953497848953,1.5013237705348783,1.141638608305275,0.7311498740099857,0.7365231385350429,1.0,-0.0131207971248472,1.8341668241823847,1.5009160305343512,0.3352045272402177,0.3404326745181389,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5226567600723,1.5290254964167371,1.1564763658686312,0.723837852451862,0.7300848144904547,0.0,0.073696254219199,1.9307151242710845,1.5441831683168314,0.3414496858103684,0.3490369664241528,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6237885630146014,1.357342590743031,1.02501532801962,0.7898537312710902,0.7929270394532452,0.0,-0.3269501120251157,2.064036855038644,1.650124069478908,0.2807763212770139,0.2396481417314928,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.627001232080224,1.3489768087641467,1.0089537223340042,0.7918869055977908,0.7913365441424232,4.0,-0.3342530635815239,2.16240400742184,1.73184855233853,-0.0061743464883089,-0.0010060469463064,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6676746000323011,1.2648421297059247,0.92425068119891,0.8172295802651619,0.8236504064207061,3.0,-0.1376875334881229,2.249916941988565,1.773089700996678,0.2250422769295987,0.1867470126350174,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.62527028307379,1.340236515742149,1.0029239766081872,0.7908339312694098,0.7940139815742068,2.0,-0.2911185585103715,2.1625803528813674,1.7381017881705638,0.2515016200820335,0.2241220682195421,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6423329510859697,1.320990459011148,0.9636133922931144,0.8019639206942544,0.8104201772665124,1.0,-0.0396943668854279,2.108564002957165,1.664871194379391,0.302798218021849,0.2594570774779223,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5250909836187382,1.5394389079125903,1.1934408004446917,0.7287635969897923,0.7331682463814131,2.0,0.0546157743241486,1.8845131359758736,1.4886102403343784,0.3676566727703637,0.3081041497883203,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5057478097727779,1.5527229839419872,1.2094919573180445,0.7163178209605776,0.7159048298119682,3.0,0.215573076609801,1.698407066432395,1.3536821705426356,0.5233478165290206,0.5663101399383831,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5421526008164939,1.4483053243372292,1.085875706214689,0.7402445752872893,0.7392742902589285,4.0,-0.1344951677704795,2.254255738429064,1.8429931972789115,0.2279367560257286,0.1879607577026693,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5177014249224523,1.5472766817521324,1.1900841566044638,0.7236564409429429,0.7208046264888595,1.0,0.24107592150989,1.7476891440337556,1.3789701897018969,0.5104660756394934,0.5483237538848841,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4563100967328575,1.52124676536481,1.1622222222222225,0.6801161808301117,0.6884320849336013,0.0,0.2100427832169547,2.0443720402370213,1.709151973131822,0.5888130932761141,0.560501748260155,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6098068288710519,1.3551897795712984,0.9895667046750284,0.7825512357301965,0.7851396537109534,4.0,-0.0115463617497919,2.1751659703424635,1.727818448023426,0.3565244084790444,0.3429244665496123,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4911072357477847,1.4147570809874976,1.0437710437710437,0.7039283708352604,0.7056644653081495,3.0,-0.3225128846400433,2.3919808776585088,2.009312977099237,0.3157196341583434,0.2979611818997427,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5815665729490913,1.408257875498106,1.0465365853658537,0.7648716317612274,0.7636405059093843,2.0,0.0457349262551132,2.0537921062035163,1.621963824289406,0.3811759910793159,0.3583046819966105,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5095843180855701,1.4607933922969425,1.1019123997532387,0.7162092306821477,0.7187823941183973,1.0,0.2593094624197893,1.9753133283350364,1.5759803921568627,0.5600701659195746,0.5567388860285918,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5635409269762213,1.4520543822233416,1.09,0.7526341170405633,0.7551027529856731,0.0,0.1987309783734753,1.7865665754400697,1.4492505353319056,0.5037395153010684,0.4821836838487112,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6465269626663237,1.279664008792837,0.9252152521525216,0.8048413507078203,0.8098306833327283,4.0,0.2008900593820244,1.9776681706852528,1.553390875462392,0.489358717333847,0.4419188579140275,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6113292690636825,1.273528439696889,0.917593984962406,0.7832268863489218,0.7812432041600874,3.0,-0.1417433257662295,2.202302374018231,1.7963800904977376,0.3249507625691178,0.3039230185692341,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.618262493130623,1.2639801466956355,0.908695652173913,0.7869730469944731,0.7828534555712795,2.0,-0.0993998456138307,2.229923537627706,1.828312159709619,0.4418354608716229,0.4320721699485979,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6336133851248797,1.3217006264591749,0.9772507260406584,0.7964352493356639,0.7957401648937898,1.0,0.0880534153447718,1.809588120103712,1.381132075471698,0.4352356628037442,0.4308852969262688,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.655416896012619,1.2951202554721917,0.95592221567472,0.8097983287194481,0.8110369306223021,0.0,0.1952470400214054,1.803195361993124,1.3591891891891892,0.4902108064043438,0.5122761894462345,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4723149342149187,1.5942380569033137,1.2186827956989248,0.6906305196827706,0.696208198296629,1.0,-0.1528675329032649,2.216239924178049,1.9053715967623253,0.0867171364875115,-0.0246660282259684,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3787560070821837,1.563870322953994,1.1706741573033703,0.6176759604269557,0.635841917774247,2.0,-0.3704172804416152,2.423005472905865,2.043429731100964,0.1714842363127217,0.1662178017224563,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4997415251681033,1.5186522599211405,1.1392664509169363,0.7081123422364236,0.71413803955717,3.0,0.0541963502535748,2.1408013226430667,1.745340194396798,0.3312507936867571,0.3146080390146366,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4288523522952714,1.5540539674668092,1.1738313674093488,0.6551929534334546,0.6797871944834879,0.0,0.1189901642398612,2.1183037165249337,1.7419685327478962,0.4337222818442338,0.4249316952366841,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.484973370925487,1.5996595350321652,1.2353985507246377,0.69899744082998,0.7069802301983691,4.0,-0.0452646582423701,2.0105991247632606,1.670575097710776,0.2084849869930617,0.1182516883964839,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5387527757928381,1.4946045285055218,1.1339325842696628,0.7347557023828495,0.7439296016055669,3.0,0.0822246065808297,1.976305610490908,1.5698630136986302,0.3443958674946238,0.3196672112986808,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5192678850756046,1.549239009783178,1.1857311320754718,0.7217743200889636,0.7298201996298067,4.0,-0.1063855183894826,2.055879295122493,1.7020242914979755,0.1718866324964477,0.0678038212295349,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5292344893138843,1.5022975466702384,1.1446977205153617,0.7282147033291884,0.7346654756560871,2.0,0.1002013011721685,1.820291355944169,1.420525059665871,0.356782865762894,0.363439603870348,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5288697433651397,1.479968483773544,1.111863425925926,0.7277196359387123,0.7256814776517679,1.0,0.1685043711001914,1.9980879435558776,1.5627644569816643,0.4845938249131038,0.493829275005238,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5369763706099167,1.5163349649157978,1.143390452876377,0.7331983582083887,0.7437228692345595,0.0,0.0380632194802509,1.9516541504040967,1.5687422166874223,0.3599169334992059,0.3505365863154476,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6274065023065254,1.3285955482241334,0.9722400857449088,0.7920973457778144,0.7966868597406374,4.0,0.0291598448154366,2.132313314232348,1.687215411558669,0.337789819489617,0.3508127012598876,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6093583240018823,1.374631199943095,1.0318611987381705,0.7809744372217814,0.7805661247892333,3.0,-0.2585875911579616,2.327968911376707,1.9121495327102804,0.1505200554127936,0.1293333474345067,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5476202770614645,1.3653751257116689,1.006843718079673,0.7401754557894611,0.7484409704788119,2.0,-0.1201228042587436,2.297334390704581,1.8425887265135696,0.3626875173309978,0.3408668801352195,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6046490586630606,1.3910350609429414,1.0379828326180256,0.7776338112273218,0.783673518465151,1.0,-0.326244727376239,1.935522621541564,1.5556719022687608,0.1901189868514548,0.2020101241173634,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5590526520145549,1.3610878309626335,0.9856844305120168,0.7477864680259232,0.7468339123445912,0.0,-0.0985996289606814,2.216848399418378,1.834034416826004,0.3262385768124085,0.3118272547916642,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4130922535952732,1.5713435461831828,1.2311856120132705,0.6446388215739015,0.6442561229459661,4.0,0.0979596497067771,2.0036477677237525,1.6513888888888888,0.4329538568173385,0.4032467221695253,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4329018144743417,1.5093368736829722,1.1623271889400923,0.6604437417304273,0.6585551199660071,3.0,0.02455284396206,2.1611726679470955,1.8081787922016168,0.3623563578831322,0.3417694913281131,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4926631186424823,1.567145654215618,1.2173361522198731,0.7022581367724463,0.708047119657803,2.0,0.1491421134710923,1.908051506238424,1.5513149847094805,0.4027983371627857,0.3160695985455035,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4775452370623307,1.5629754462946757,1.2277139979859013,0.6921881370493083,0.6872224553434626,0.0,0.1099304221163026,2.04924455337978,1.6423699914748506,0.3720203442474454,0.3521086678357866,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4801008865287953,1.5815262683518791,1.2425508521165474,0.6946808462894634,0.6974732715804612,1.0,0.0989518882779185,1.963201562236084,1.6229773462783172,0.3738710489730344,0.3700548075503203,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4669659194080942,1.5552964767503192,1.2089019430637145,0.6839386834281618,0.6818513504688509,0.0,0.2729814338257366,1.9027236117884128,1.545535714285714,0.5248208283393565,0.5301320679372856,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5279098794947077,1.527849188926971,1.182532751091703,0.7275751027478684,0.7351139184944194,1.0,0.0266524936312975,1.9733536683118431,1.5292565947242207,0.3309116967635007,0.3185931566238413,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5068319349900279,1.553504454548721,1.2274499743458185,0.7131970820011941,0.7025916200450886,2.0,0.0691329479768786,1.929765763412581,1.5797131147540984,0.3832770074068847,0.3886575723782346,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4480707442237731,1.6423222906585242,1.3103324808184145,0.6699562683528306,0.6598639103746351,3.0,-0.263379672477434,1.998863785137764,1.6690871369294606,0.3607149502287879,0.2508159156311769,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5526103875562314,1.476610487255677,1.1255932203389831,0.7436893372805716,0.7464744454925764,4.0,0.0214954579737212,2.052062260322498,1.6433283358320838,0.306513766594865,0.2701062316183563,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5141365322023834,1.550571256871957,1.2032034169781098,0.7170551279282629,0.7110943704785572,0.0,-0.3145749520427299,2.0532969509533507,1.6943262411347515,0.3549123256543498,0.2518147036204534,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5411846047513368,1.4950298175123935,1.1465753424657534,0.7360283724837533,0.737203849246352,1.0,-0.2019303551853539,1.959994041403128,1.603795620437956,0.338125525229102,0.2829788652922291,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5695571048914192,1.4385232847545122,1.0745119305856834,0.7549463844370816,0.7534485261878019,2.0,0.0766226514306235,2.023587717709503,1.6468802698145024,0.365754115601668,0.3214102767582308,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5460600089642731,1.516174798908789,1.1569589209074187,0.7395499901310896,0.7388628717322766,3.0,-0.2990394465751491,2.222867841147097,1.846650124069479,0.2060553560637751,0.1576262336312614,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5645184025341645,1.444304343825769,1.0908700322234155,0.7514976703531624,0.7391961907110185,4.0,0.1142499266937754,2.0004347353599874,1.594086956521739,0.4213730324967791,0.4282000792920525,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4027132054258896,1.62623799748801,1.281057268722467,0.6351441681996939,0.6289773034811348,1.0,-0.0163447831607828,2.132954206784011,1.7610305958132044,0.2917274237550376,0.2922190233323374,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.362061426451145,1.759991282408717,1.4325620179278715,0.6021733139212762,0.6017337102402089,0.0,-0.2741092808051943,1.935581498123775,1.645505171042164,0.1051615847094909,0.1018604617105341,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4003129799602876,1.6794602143117818,1.344616977225673,0.6327274115835928,0.631151227747525,2.0,0.1665758811835189,1.995713778914385,1.6205940594059407,0.4514018014390907,0.4979105279535963,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4137087340064294,1.69934662402962,1.360098349139445,0.6437607730190028,0.6446251560835812,3.0,-0.3317986661633323,2.1387011164421823,1.7586889301175015,-0.0223954612750099,0.0264484819165281,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4078327421707908,1.669836498654531,1.3320420586607638,0.6386373967933827,0.6364922766764287,4.0,0.093423041294915,2.0647900679467046,1.664021164021164,0.3458315359851972,0.3612921381714203,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.425001281385485,1.6644740636048392,1.316986155484558,0.651947484700292,0.6553882466491284,4.0,0.0644820284177161,2.0185543632393,1.6694096601073347,0.3552501343661955,0.3700669522197805,4.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.3383921554756706,1.698961995299442,1.3467532467532468,0.5838426411743314,0.5865221229448868,3.0,0.3790312390366558,1.865371144743069,1.5584040747028862,0.619396712779003,0.6322261333282916,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4161732815032135,1.687985497320546,1.3463185378590077,0.6451352225399047,0.6431284456929317,2.0,-0.6508361828305311,2.26167469230062,1.9107279693486587,-0.0423331076109111,-0.0301011009294258,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.387841827240053,1.7116267962358969,1.3561651583710406,0.6242774345091251,0.6205825669632177,1.0,-0.0685772772539663,2.0200156876065054,1.6509715994020926,0.2002130697733682,0.1474321551924042,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4451944312257828,1.6377962312387344,1.286167446697868,0.6673291662423597,0.6618395471254205,0.0,-0.049307436730978,2.1053572577782083,1.7961089494163425,0.2354510036873502,0.243049475766976,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3337242994273321,1.6774834610261924,1.3075029308323562,0.5855627039161072,0.5763141888552994,3.0,0.1738906742406768,2.13801498384259,1.7239398084815325,0.473629551246723,0.4875564011458282,3.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4489850276221673,1.6429341658348111,1.234282178217822,0.6797728938122222,0.6911884918916519,2.0,-0.4004685881449894,2.476619046224469,1.964677222898904,0.1392316116451764,0.1370835507398816,2.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4385872896490257,1.6176276908018874,1.2534059945504088,0.6638161975005705,0.6379527104902086,1.0,-0.0124420744264714,2.1412884623678723,1.779401993355482,0.3534316513707316,0.3616894923150673,1.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.3583882700641729,1.6737658820693158,1.3129533678756478,0.6041246651789094,0.5961824028504856,0.0,0.0849366531103381,2.0697501969348937,1.671005917159763,0.3733565392808474,0.3621225908021186,0.0
nucleobase,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4062446376272799,1.7196952759034845,1.3230112119594233,0.642533102942241,0.6375212737331165,4.0,-0.2063623684059687,1.9924502894748388,1.6067375886524822,0.1127924937976826,0.0990912896010143,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5318035696989782,1.4854109142071037,1.1375726495726497,0.7338433173260135,0.737547031602357,1.0,0.4034189766748809,1.689400057134443,1.2817248459958934,0.6381210702432307,0.6468576646764955,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5120416224107501,1.5173345951055996,1.163897435897436,0.7195706095178939,0.7236906126121959,4.0,0.4437701323769497,1.6269967461696238,1.2528405201916497,0.6715417616519204,0.6705010700817583,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5113405663882262,1.5243198473912871,1.1675897435897438,0.7194028050550928,0.7225432784398242,0.0,0.4635207449366696,1.5722148253317445,1.2095824777549622,0.6855437452333791,0.6907094423064777,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5216091652642161,1.503633585722918,1.14817094017094,0.7273496309001484,0.7285340018088657,2.0,0.4173657703951919,1.6536438515229546,1.254346338124572,0.6603468420503842,0.672099323720512,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5221114555029742,1.500462986477565,1.1647521367521367,0.7264768114969427,0.728799004305608,3.0,0.4305552809730099,1.6434689499251312,1.2417522245037644,0.6570057114796817,0.6597124876843158,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5640187406837058,1.4486510082106538,1.1036410256410258,0.7531054845210048,0.7542192775069576,4.0,0.4885154904005873,1.4943699956095993,1.1281314168377825,0.6995705536134142,0.7066293602318805,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5646576929138472,1.420077643236634,1.0765641025641026,0.7536117575182086,0.7548859387851194,2.0,0.4553337248950404,1.6649977955353503,1.258110882956879,0.6817888060884854,0.68317994936522,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.562328508943573,1.4413988931696768,1.083076923076923,0.7527455703517998,0.7556369703055669,3.0,0.4466301057146956,1.6029682426231395,1.1919917864476386,0.6705661548216973,0.67828086284148,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.554042579230452,1.4539654000750446,1.1074358974358975,0.7468054778571538,0.7486852782193492,0.0,0.4945255062614651,1.5365165006855117,1.1603696098562626,0.7034871398669178,0.7056137816438778,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5501457457702679,1.441035952148528,1.0968205128205128,0.7443694664805685,0.7462901214206025,1.0,0.4618675123384177,1.6619611877938243,1.23305954825462,0.6825758446139457,0.6877198201965586,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6512109843531987,1.2869044552425315,0.9481025641025642,0.80731554966358,0.8064778967072511,3.0,0.4460000181895901,1.6026159313474406,1.1835728952772075,0.6768244458607396,0.6799139385739923,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6412638152850916,1.2984092831871876,0.9571282051282052,0.8011601967315645,0.8023877546106254,4.0,0.453404874645738,1.6256920813384337,1.20041067761807,0.681234743738347,0.6786561348583849,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6321608383107915,1.3107836763378793,0.9583589743589744,0.7956768358073905,0.7968323486353389,1.0,0.5087034778758048,1.559655624601511,1.1572895277207391,0.7146089583540206,0.7099660224354684,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6463516959280962,1.2827534487407977,0.9403076923076924,0.8044064316841395,0.8083911673218703,2.0,0.4574156100996966,1.6438548375386994,1.2032854209445585,0.6810060616472028,0.6717503896727246,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.654222877011452,1.2798397335564105,0.9368205128205128,0.8093055238014781,0.8100348016128849,0.0,0.4386134782311035,1.621011928228138,1.2032854209445585,0.6725677073799672,0.6834535925668425,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4680122490349762,1.587073854237231,1.2114529914529912,0.6870659620427289,0.6976357104247104,4.0,0.4161203019548667,1.6539225286506034,1.2881587953456537,0.6466846201643206,0.6437143065464902,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4612272647760321,1.5900452429550156,1.226222222222222,0.6821304476771504,0.688758594020459,3.0,0.424368972848149,1.6728864094979132,1.265571526351814,0.663531795142983,0.6725222906195703,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4713593842089534,1.567376089605748,1.2037948717948717,0.6892463453004603,0.6993170111721072,2.0,0.3896048635386651,1.7530209250541895,1.3342915811088294,0.628273416558909,0.6455236746702913,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4783992386764335,1.5638428816235213,1.204205128205128,0.6951054483644917,0.7036285588028305,1.0,0.3950814135680188,1.717874517760983,1.322655715263518,0.6307713013832384,0.6376478334752195,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4698013365427371,1.5867435160589078,1.219863247863248,0.6882558986001202,0.6967276221568449,0.0,0.3785263978369231,1.6981475862633135,1.316084873374401,0.6179149195593303,0.6303485746992046,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5097583100896678,1.5177919184434694,1.1517948717948718,0.7150940202480933,0.719216112997395,4.0,0.4290101510879907,1.660805573811729,1.253388090349076,0.6596188915512637,0.67819757072829,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5142179575157497,1.509285787961839,1.145897435897436,0.7183909359513401,0.7266325974695471,3.0,0.4582378099905781,1.6256289258368448,1.250513347022587,0.6782698128965953,0.6771612767376747,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5178048951416507,1.5027427915102096,1.142871794871795,0.7211063869093961,0.7252126985397375,2.0,0.4376690829161743,1.6591603725028448,1.259958932238193,0.6664066343611876,0.6722434332592968,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5234171153048166,1.4966475357123488,1.1284615384615384,0.7252750478657753,0.729823069692467,1.0,0.393593787513691,1.7082178472174918,1.270431211498973,0.6354677529416239,0.644423810926437,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.520494242080693,1.5157717844596863,1.142923076923077,0.7231051409064748,0.7321548836080362,0.0,0.3871247321167261,1.6544445769853464,1.257700205338809,0.6264738004714901,0.6208697007233202,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6170284470252125,1.3377286528732009,0.9996923076923075,0.7856716813386841,0.7846642297032906,3.0,0.3875662668010636,1.7327619760683863,1.2628336755646816,0.6419539818896,0.6593869172866765,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6194223104455451,1.3388628929632214,0.9836923076923076,0.7872909005305937,0.7898541781114368,1.0,0.3526733221331575,1.7596900977860863,1.2944558521560574,0.616472760862592,0.62576389864129,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6066113799492705,1.3671381300609924,1.0165128205128204,0.7791328245662938,0.7829118631742856,0.0,0.4692308592022399,1.564965508604311,1.1745379876796715,0.6932966254667409,0.6912552274527526,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6124397867527582,1.3724916514621623,1.0045128205128204,0.7827887025268275,0.7851275624510945,2.0,0.4402543423690209,1.527596923732273,1.13305954825462,0.6796174426421007,0.691715055687153,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5956945646166987,1.3801226255439991,1.0246153846153847,0.7719169537947687,0.7781508586324731,4.0,0.4757560603148348,1.5833580098224769,1.193018480492813,0.6994165006832391,0.6880293198417488,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5130653296702976,1.5312665372093806,1.176991452991453,0.7224604337151921,0.7217016771327978,3.0,0.4023300969209512,1.6166259159255056,1.2457221081451062,0.6451136598755607,0.6643781454347721,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5127804725647738,1.5134963577991276,1.169982905982906,0.7216539234433317,0.7264705327829107,1.0,0.4017788076819188,1.6983813474777056,1.3028062970568102,0.6374090345902482,0.6403840030937434,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5130229752128797,1.5276147543169505,1.1669743589743589,0.7212697173215541,0.7256229878668644,0.0,0.4250172020589789,1.5925419380101866,1.252703627652293,0.6519343507020516,0.6485084202130591,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5091439472728894,1.5289070263285127,1.1787692307692308,0.7180587099490221,0.7175929148343094,2.0,0.4125127848799195,1.6387810921365704,1.271321013004791,0.6428294740235098,0.6694393513033761,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5073333471431039,1.5315061577124365,1.177196581196581,0.7171383635589493,0.718654592084904,4.0,0.3990705022807564,1.6608550283066053,1.2930869267624914,0.6352217051565897,0.6460282629429375,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5514222713496837,1.4518988451025976,1.098051282051282,0.7462279057598633,0.7495461870969006,3.0,0.4371512982107635,1.6475107226081505,1.2402464065708418,0.6687664148513836,0.673929927040906,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5547136775399079,1.4573140027338318,1.1118974358974358,0.747448861833113,0.7517307142729127,4.0,0.3931331348858927,1.6486569731739444,1.255030800821355,0.6299894510819026,0.6340501294860316,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5421285087521339,1.4727507840075564,1.1222564102564103,0.7390027793871379,0.7413532008017649,1.0,0.4358979692212343,1.6249277349276696,1.235112936344969,0.6634043508721517,0.6596462415008317,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5459547226638808,1.4714914812825726,1.1156410256410256,0.7418262502682818,0.7442649978427871,2.0,0.4423598437754392,1.594272345653336,1.1915811088295687,0.6685436766940565,0.6715512958850022,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5377456182475907,1.4833486026295628,1.1313333333333333,0.7364067790175096,0.7401873805984263,0.0,0.4832895751053427,1.5408603159751446,1.1704312114989732,0.6988433687052161,0.6987726243863429,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6267544039176681,1.331226540662446,0.9783589743589745,0.7926379212061581,0.7900189216336488,3.0,0.4285360287517761,1.6285693700357011,1.1774127310061602,0.6640873180526261,0.6803073824399715,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6480633858810309,1.294691330404912,0.9517948717948718,0.8059085622360943,0.806037464892336,2.0,0.4009052918632075,1.6558526653302563,1.1909650924024642,0.6449262109448188,0.6567963480039004,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6401576052937494,1.3012498922387208,0.9466666666666668,0.8010060638344003,0.801098706020237,1.0,0.4269323249509796,1.660681931131316,1.2488706365503082,0.6608422289958439,0.664614688690791,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6315845296393272,1.3219333161350055,0.9656410256410256,0.7954596393521428,0.7951416491293637,0.0,0.4031864480715401,1.664017058829002,1.2303901437371665,0.6513206606011581,0.6534780855116882,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6394341537003772,1.3074539752648646,0.949025641025641,0.800935342214503,0.804544399613866,4.0,0.4112319650853808,1.6578603761155657,1.251334702258727,0.6535560410585027,0.6410806674376835,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4582766368391786,1.606004402998367,1.245128205128205,0.6803039189969085,0.6916779953959491,4.0,0.3727201526327349,1.6967954389315252,1.293497604380561,0.616624196790394,0.6243934241657991,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4636399509022255,1.5842932762544897,1.226803418803419,0.683915157572146,0.6930656242444738,3.0,0.3859597103322335,1.7373118138609662,1.3488021902806298,0.6220021210311346,0.6381389330473398,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4460238248607968,1.6174342173001806,1.2545299145299147,0.671026593829616,0.6793802991020602,2.0,0.450870064602222,1.612304387886139,1.2494182067077344,0.6758585230927701,0.6822670830781112,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4558111235599824,1.6115508978298811,1.2483418803418802,0.6783722693714291,0.687660363844797,0.0,0.424199212390681,1.6134247432824105,1.239835728952772,0.6513383821094507,0.6663060899340553,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.44905237914862,1.609102313841558,1.2453333333333334,0.6732873482637477,0.6822669873278739,1.0,0.4136564509995671,1.683195249180225,1.3185489390828198,0.6433993716880759,0.6643413627643567,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5265640300102244,1.4926675484703251,1.141076923076923,0.7269564847667701,0.7331940272744284,1.0,0.3321345127684457,1.7921400374294696,1.3505133470225872,0.590480667122399,0.599345789237971,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5168604921592234,1.506645109897977,1.139179487179487,0.7203312494633973,0.7268797766973348,0.0,0.3542696315626058,1.766840356680788,1.3359342915811083,0.6005386824092547,0.6077185545048788,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4959570657730764,1.5351856147693903,1.1786153846153846,0.7064979534370422,0.7159999379648613,3.0,0.4486439047539099,1.6474047787758388,1.2523613963039013,0.6729829718647365,0.6870369547866436,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5010898333545573,1.5313493295883762,1.1763589743589742,0.7099189408738003,0.7162815379674966,2.0,0.4491363367917835,1.6305225224137698,1.2340862422997947,0.6721983603171546,0.6922250097925757,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5103779721932008,1.5096527024621529,1.142,0.7160938184643839,0.7268638946160715,4.0,0.3717606736046434,1.7703988575995335,1.3533880903490758,0.6145882347673557,0.6162688084243011,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.585339099129128,1.393567640708828,1.0375384615384615,0.7652351742993989,0.7674055396465964,1.0,0.4150352922105358,1.6912870085765683,1.2492813141683778,0.649950540100074,0.649301175774166,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6019021985819208,1.368952434977479,1.0062564102564102,0.7759528906908938,0.7792373770932395,0.0,0.3421489653716215,1.775604706549848,1.3392197125256673,0.6054550736827808,0.6060104609429735,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5990648484877936,1.373948082473764,1.0117948717948717,0.7740690885559951,0.7764454518201849,3.0,0.3400002110959044,1.7787243658335194,1.3281314168377822,0.6008666800653291,0.6178170302470842,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5994620369238293,1.3628928509156262,1.0213333333333332,0.7744331574769951,0.778832402550833,2.0,0.4118734898084,1.722778902178267,1.2562628336755646,0.6508762716171548,0.6620561304418987,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6070082942904433,1.3643895977172262,1.0048205128205128,0.7796390630604482,0.7842350823738136,4.0,0.3806828039686609,1.7038186366547086,1.3117043121149896,0.6333635431029485,0.6448063940682921,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4371729200760919,1.6258902448563644,1.2753504273504277,0.6628730202342896,0.6640503859148503,0.0,0.4790666095773732,1.5811287292334817,1.2528405201916497,0.6985532457793258,0.7038428190969688,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4533904865617686,1.6084995042805126,1.2644444444444447,0.6760300210431913,0.6784879489526141,1.0,0.3666200573554907,1.7252985999400376,1.3813826146475017,0.6077600607408535,0.6141165105507757,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4702152908415798,1.5831448380825988,1.2491623931623932,0.6896788719831626,0.6893054232825894,2.0,0.340506691775531,1.760369363684935,1.4078028747433264,0.5837500349758116,0.6028124122926306,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4570683289141243,1.6120861181778263,1.2671794871794873,0.6773126042352344,0.6788495576200936,3.0,0.3778045483535655,1.6666967827532315,1.3418206707734426,0.6183338704721486,0.5991254116802384,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4592436082761578,1.6045796282752014,1.2611623931623932,0.6805875166106665,0.6811610022971432,4.0,0.357758575771444,1.7154316976185957,1.3512662559890487,0.5986457073094351,0.5985208652893573,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4852046384830207,1.5611895530373052,1.2226666666666668,0.6972887302191253,0.6936774384290547,4.0,0.4420598675634621,1.6187746018204552,1.238398357289528,0.6653695935413266,0.668430250027367,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4969172329206661,1.5544427643668028,1.204974358974359,0.7064034033143505,0.7053380450827651,2.0,0.3190777585818946,1.7352961034748833,1.350718685831622,0.5716093112801245,0.5622796748995218,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4877476007426934,1.5538108653012457,1.208717948717949,0.6991107495059532,0.699955256819436,3.0,0.4244137886641119,1.658993287177312,1.2856262833675562,0.6524006658739432,0.6445679933016214,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5098043914781991,1.5173289621855834,1.1745641025641025,0.7148604071966276,0.714986900266918,0.0,0.3410731212623891,1.7857524196573598,1.4028747433264888,0.5885120854204177,0.5834834923312542,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4808465675153349,1.561171486498652,1.209179487179487,0.6943014460989139,0.6939930163892873,1.0,0.4390080934049428,1.6505863558975502,1.2628336755646816,0.6641056350049142,0.6659567847942502,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.540816075317063,1.475759691368031,1.107179487179487,0.7359981459853522,0.7311923468060662,0.0,0.3173128645393162,1.7835893487830663,1.3441478439425052,0.5875183870135056,0.5865453048895682,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5358575719220855,1.4803880295208816,1.1185641025641024,0.7323647330798455,0.7275921763064968,1.0,0.3421399729625545,1.7671657373677458,1.375359342915811,0.5937443185979754,0.5956447273035651,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5375426528055303,1.4704543166776376,1.0956923076923075,0.7334049996345909,0.729262619810007,2.0,0.2671559916239201,1.898275452085863,1.4521560574948666,0.5488499157528612,0.5501723318777125,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5334520789938016,1.4734365899540385,1.1157948717948716,0.7306354784434396,0.7282272389270046,4.0,0.3861257692579755,1.753190110821335,1.3462012320328542,0.6265707721368414,0.6214977212891778,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5296867064674095,1.481731488876512,1.113641025641026,0.7282261138010502,0.7247072514128517,3.0,0.3772697965043504,1.755998811934507,1.3618069815195073,0.6198526252671314,0.6185365066283043,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4062897356858669,1.674021379298239,1.3306666666666669,0.6396442510557931,0.6470348938710375,3.0,0.3052821612739492,1.815458250892776,1.4394250513347022,0.5543140125241146,0.5653326194056824,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4216308561103615,1.6430462986785064,1.3056410256410256,0.6499041938911617,0.6512750478774817,0.0,0.258802711634119,1.9141201128782928,1.499383983572895,0.5173042041209711,0.5389232425754454,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4200003196220059,1.6684735504658108,1.3290940170940173,0.6495169296787093,0.6501393856398312,4.0,0.2859437644603577,1.7795425304312078,1.405475701574264,0.5407395819620595,0.5600821927955938,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3932810256738545,1.7062225650821294,1.3613333333333335,0.6277323530401309,0.6332442153695677,2.0,0.3186076555746875,1.732069248957741,1.4039698836413417,0.5719295772382049,0.5748649723993446,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.412033512989831,1.6682843431419745,1.326871794871795,0.643563223604152,0.6436853183662153,1.0,0.280894307725636,1.837016398776172,1.459958932238193,0.5373254815746866,0.5501726089415839,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4096119967132291,1.6835463180822217,1.322871794871795,0.6410506058134109,0.6426745953893925,0.0,0.3234413865186974,1.7232019763610713,1.3587268993839834,0.5749046519229009,0.5782494271697797,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4355782046660484,1.6364987641694708,1.3064102564102564,0.660678453493328,0.6581566630663978,2.0,0.2977603111190062,1.8074850077906843,1.3956878850102667,0.5511181079509592,0.5596699105449955,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4217425984728489,1.6495966873054853,1.2993846153846156,0.6495664331303153,0.6540476413030896,1.0,0.3133372216944257,1.817556407277226,1.470841889117043,0.5625468459218119,0.5612476340877801,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.424188625731028,1.6562329824960291,1.3103589743589743,0.6514971030662076,0.6573514630974956,3.0,0.3154792704586993,1.7700276683181848,1.3965092402464063,0.5712741701207675,0.5696366638552413,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4194377538964844,1.660074141069053,1.3048205128205128,0.6482302958330226,0.6496246942972548,4.0,0.3089963448978369,1.7914237853296366,1.3790554414784395,0.5678552248663699,0.5758372713528769,4.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4560067158470612,1.604257156954902,1.2384615384615385,0.6759973228015919,0.6740212804990466,1.0,0.2762252862533925,1.8464461675586403,1.4369609856262833,0.552637046209473,0.5611941119414119,1.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4474294099154776,1.613507089604855,1.2332307692307694,0.6700013882227642,0.6688736831213953,0.0,0.3145858578030773,1.81155315847918,1.3950718685831625,0.5787260978595721,0.5825755936662567,0.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.42525746824146,1.6432550561270698,1.2727179487179487,0.6536553814234729,0.6476995621626781,2.0,0.3114795950405727,1.8244517614832865,1.4209445585215603,0.5737812169035883,0.5873820416461191,2.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4618474560737493,1.59575076776435,1.2240000000000002,0.680930058205911,0.6837153446434612,3.0,0.17833617035001,1.9664746597068048,1.524024640657084,0.4777231634480139,0.4637873571713347,3.0
random,acute_neurotox_moe_cleaned,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4289767607824645,1.63707055437449,1.2527179487179487,0.6580996004988016,0.6573076817764514,4.0,0.2907254321972884,1.8567817867741208,1.4484599589322382,0.5583258907178561,0.544997704445728,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4033225411993947,1.7352754474586942,1.480271317829457,0.6839937602349505,0.6945031145719607,0.0,-0.2486615536954008,1.875931712308663,1.6022315202231523,0.3432619894235496,0.2572468507808283,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3682329740944553,1.6430893872931993,1.3260600285850404,0.6423355265364233,0.6525099234350694,1.0,-0.4583378775702056,2.457860500110068,2.1140039447731755,0.3183372096296991,0.3111379157469438,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3823160528355636,1.7487867363352905,1.4778767242884585,0.6664981861067137,0.6734090703353438,2.0,-0.0765565314373344,1.8027919798354224,1.5210858585858584,0.4272390752331177,0.3127263689805688,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4087840322525899,1.694081957468073,1.3990371845949534,0.6830620558006203,0.6921890804408488,4.0,0.1589873987925303,1.7676273941378609,1.5177933177933178,0.5089051226842826,0.5041394026579178,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4596348085417562,1.6166485829365227,1.34053716427233,0.7145343964668898,0.733194951215522,3.0,0.2066140183100886,1.870246055562376,1.581658692185008,0.4699611932502782,0.4531316047097435,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4366955970871584,1.658906269305551,1.372957600827301,0.6975021995091747,0.6974557914125957,2.0,0.15367515404274,1.8475925983676007,1.5447316103379722,0.4322527782693885,0.4119700540923751,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4272443258028879,1.688872193997028,1.4114192495921696,0.6830707821250495,0.6866317186795031,4.0,-0.1944204721461349,1.8937275446531177,1.6152173913043475,0.4324764084586334,0.3296638365793106,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.513207478664619,1.5402573498810712,1.2449570815450643,0.7447478112615895,0.7538629198806726,0.0,0.0888854135152923,1.9674444582592607,1.619022687609075,0.3290757450572136,0.3250801558791723,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4839885827773039,1.544947350192105,1.226933625891388,0.723702667032686,0.7279262247802095,1.0,0.0648534883480114,2.1333897420609635,1.747068403908795,0.3874328820669602,0.3879345681763995,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.480484440820598,1.5932753837183078,1.3013853904282118,0.7163939271670905,0.731258295914639,3.0,-0.0601209418991801,1.9161731837702551,1.675029446407538,0.3588407817701524,0.3368744689255555,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5981066540942866,1.4065569318027629,1.1052252252252253,0.7818776572118191,0.7891906771258982,1.0,-0.366816112102309,2.098222786098661,1.7904145077720208,0.2486762430697643,0.2328346873190406,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5454517613681353,1.4905557449884257,1.1687530325084912,0.748992506576421,0.7484231438725703,2.0,-0.0678198453528851,1.980624229990518,1.679255319148936,0.3429577080273617,0.2635353959337274,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5464470271095061,1.5032121603808952,1.1966887417218544,0.7478654753104776,0.7516045977261944,4.0,-0.4227028467380205,2.0249641972143606,1.7184,0.317554212471963,0.1990686780759895,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5493076895468287,1.4849571159386297,1.1677286742034945,0.7524856547624768,0.7488854302820591,3.0,0.0086234535848807,1.9978603626162763,1.6460285132382892,0.3364621485382842,0.3104361299522106,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5626873928285996,1.432648837086583,1.089515331355094,0.761016319835828,0.7638337766685427,0.0,-0.0180103548427832,2.1635312500353483,1.739759036144578,0.3532146311707426,0.3406882466040368,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3496719762801034,1.7515810314375138,1.4067450178845171,0.6115584719326359,0.6275667533041552,3.0,0.072320607663476,2.0972027224994867,1.7222222222222223,0.3102662885118534,0.3516876514790152,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2991929446102161,1.7577169213426949,1.3905571293673278,0.5633900721696086,0.5886955248701573,2.0,0.1059964190309251,2.184181345069165,1.7918650793650792,0.4377392353284101,0.4437358479656674,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3222365472471051,1.8079475349314733,1.4570624450307827,0.5848609369849003,0.6006567426561067,1.0,0.1090329304972348,1.9047404233545324,1.6289052890528906,0.3600666860579729,0.3515274700354712,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2830207105634708,1.7516580059867632,1.3958471150312384,0.5522597928168496,0.5607543767588327,0.0,-0.3006885763083686,2.482328483396746,2.123916532905297,0.2541126259317827,0.248523415235118,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2936750342970191,1.6993849588158638,1.3244732576985412,0.550000021912525,0.5639669339541048,4.0,-0.5031309221600471,2.5326716098823354,2.0784982935153584,0.2664065523095119,0.2499879130306348,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3609152565954651,1.7829726586284016,1.461529745042493,0.6126522649659946,0.620661635572613,4.0,-0.2276116678826838,1.874440392681049,1.6438988095238096,0.1724915284560423,0.1217793293335996,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3522538819262195,1.5980968487896754,1.2121729237770194,0.5961631754944532,0.6090102901634096,3.0,-0.595034066629698,2.6220740758985555,2.149779086892489,0.274294751095083,0.2630822301918187,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.409399903617331,1.706268170417311,1.3820552947313511,0.6560144990881962,0.6712094810638004,2.0,-0.3130070871529351,2.1951520010451,1.8746153846153848,-0.0709178992777281,-0.1388951754313288,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3873572957199411,1.703557100926325,1.3623300970873786,0.6374988968273638,0.6406850642806182,1.0,-0.2166184137479725,2.3494736698245715,2.0575596816976125,0.0739154564308514,0.0112555931929249,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.459745643798259,1.622061460179992,1.276347135564379,0.6862703430640523,0.6979682582575669,0.0,0.0065913848069469,2.068382157091498,1.7066765578635017,0.2664179793649249,0.2583680890609554,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4683011541677431,1.5044395555148369,1.129904185577408,0.6901355753225471,0.6967503716766336,0.0,-0.5251315660263771,2.632916006262874,2.2180616740088106,0.1190147270504985,0.1402243392004756,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.5068198876531664,1.5501684496280468,1.2179047619047618,0.7144439343854605,0.7170883404276014,1.0,-0.434740113221183,2.193007237210903,1.8329466357308584,0.2177025103875316,0.1985463463582829,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4831675664265096,1.5762259320847307,1.2129921259842518,0.7047182068487838,0.7088986574772232,2.0,-0.2376701966717094,2.2819095317542963,1.9871604938271603,0.1314046035095547,0.0709996385887172,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.465861457828132,1.5309223593769383,1.160880503144654,0.6847750763933962,0.6953267111794952,4.0,0.0526151598657237,2.224060763781362,1.8018890200708384,0.3617098335887849,0.383024741611702,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.5033212766214614,1.5340589865878582,1.1805570726379029,0.7134402809343303,0.7208684663180659,3.0,0.0154731668088595,2.0397210706870244,1.672937293729373,0.3202217535238628,0.319759254258642,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4016483072801519,1.685200200302538,1.3812649572649571,0.6875918470870777,0.6962294119499196,3.0,0.2982000130627839,1.803307732222461,1.4941820670773445,0.5677718061778639,0.5863548203169895,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3832596332567258,1.7072628499286333,1.402222222222222,0.670415852762174,0.6877882606657029,0.0,0.3229266056633517,1.7755867173238646,1.4614647501711155,0.5866447259456822,0.5921964034821036,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3932463298318818,1.6867697005791935,1.382153846153846,0.6740691890235357,0.6812147510126214,1.0,0.2708295119043157,1.8856301828306647,1.5374401095140315,0.5502094443235834,0.5597204657748688,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3844780048091785,1.7022224453817,1.3793846153846154,0.6694670298300213,0.6804333186033477,2.0,0.2818906206636054,1.856105844810912,1.504996577686516,0.569781650941807,0.5743002028351283,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3807230648767039,1.7121839238743568,1.3907008547008546,0.6627147265043007,0.6717058492851581,4.0,0.2949352484012517,1.820099708189824,1.5082819986310745,0.572892272515199,0.5812841888289845,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.43712228493762,1.640154776936522,1.3266153846153843,0.694508256461125,0.6985334427248643,0.0,0.3382587712305512,1.7248396646016586,1.3901437371663243,0.5930175596582301,0.613312912679048,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4406112566422075,1.635337336798804,1.3173333333333337,0.6985995390857127,0.7111029980531396,1.0,0.2893594866693343,1.790191161370906,1.4634496919917863,0.5460835655372361,0.5556246338528475,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4407367008956016,1.6225336312740593,1.314153846153846,0.6978364214458042,0.7071833391737246,2.0,0.3108704602043823,1.8147071988778625,1.450718685831622,0.5741842881237491,0.5896921405410299,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4478337487537388,1.619149824397407,1.306717948717949,0.7042544576239467,0.708656681376215,3.0,0.3216049901190261,1.7738923431749003,1.4410677618069814,0.5982228995865048,0.6092641218329746,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4466766631105615,1.6150462405065555,1.295948717948718,0.7044010422908678,0.7169544685198036,4.0,0.3281047264269806,1.7918764899501696,1.420328542094456,0.6020969245763746,0.5972134159692207,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5388103457269855,1.4696798883971212,1.1364102564102565,0.7474781760526773,0.7555968949014245,0.0,0.3092480301207826,1.8398509001281207,1.426283367556468,0.5608838819432491,0.5580148163711647,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5506710609303811,1.4735201181054631,1.1256410256410256,0.7559161634233655,0.7591304745156738,1.0,0.2583150134363321,1.7869708691144506,1.379876796714579,0.5204468221264837,0.5360192159301201,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.537738036983793,1.4745499095986667,1.1317948717948718,0.747352216546797,0.7546256883314666,3.0,0.3378618197129722,1.7839807367216272,1.4102669404517454,0.5837485912033744,0.5657260139929594,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5197888915254978,1.5076556772106957,1.152,0.735367943093563,0.7485754944106937,4.0,0.3163270744263469,1.7918593007246493,1.4131416837782342,0.5729731149416711,0.5755432458688606,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5137159952507447,1.5076828885106086,1.1794871794871795,0.7310961815638014,0.7373737744046368,2.0,0.3600701524071302,1.7767838882729332,1.4160164271047226,0.6054281734941866,0.5998532654240586,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3178986437471879,1.8044054982955475,1.4556923076923074,0.5891384814555004,0.6018274081776225,4.0,0.2295048855483995,1.8701980871657475,1.5006160164271047,0.4893468492572969,0.5010554007574237,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3368909536176608,1.770131419461629,1.4198974358974357,0.6115306962885163,0.6229419795676878,0.0,0.2191211368645224,1.922329372596309,1.5274469541409992,0.4809009336897417,0.5091603519590455,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3281879322401251,1.7936475434074304,1.4386324786324785,0.601950032177396,0.6121132708252682,1.0,0.2250358411420098,1.859269591314641,1.499794661190965,0.4808904354480603,0.5023280048049941,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.321057552640521,1.7854479833992647,1.4294700854700852,0.595498967693975,0.6124163850837051,2.0,0.2067486901968868,1.962158547296155,1.569199178644764,0.4727589577437039,0.4790279394419762,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3145462588932974,1.7961040458697664,1.4322393162393163,0.5848860636195151,0.5996136295109662,3.0,0.1982841818977602,1.9624887466598624,1.5804243668720055,0.4714574948516459,0.4938589508977523,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3681022496714008,1.7296953933702182,1.3836923076923076,0.6255837402295576,0.6348104589628214,4.0,0.2543828169337863,1.871092094548894,1.475154004106776,0.5147047653182457,0.541454166810259,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3633663732951019,1.7379327537077656,1.377948717948718,0.6204746867029967,0.631892985325844,3.0,0.2121032595010661,1.915124070481808,1.5205338809034907,0.4735195494669579,0.4829933199851418,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3679008204814044,1.7234238432810844,1.3692820512820512,0.6273431224019285,0.6386220759696368,2.0,0.2487046025950839,1.906231001857732,1.5125256673511291,0.5132019322499999,0.526698437714427,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.359547538851464,1.74077937157838,1.374923076923077,0.6160901611606266,0.6257809161569842,1.0,0.2765046097529933,1.8448385181665312,1.4848049281314166,0.5393777457680644,0.5585055876902055,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3655249510466047,1.7319975128779443,1.3802051282051282,0.6260658580261732,0.6354400830385103,0.0,0.2293119125140426,1.9075824062279216,1.504517453798768,0.4907357722769324,0.5074769685330838,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4671091965781717,1.5919541289616197,1.212717948717949,0.6930386845223585,0.70423915362132,2.0,0.2806636838318392,1.8109636446880784,1.3745379876796715,0.538851888740571,0.5486004713070988,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.5046556473230299,1.5286930902252958,1.1776410256410257,0.717146488824028,0.721018009233295,3.0,0.1644364869624937,1.995168702629108,1.5297741273100616,0.4543501300191125,0.4934045171956736,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4813424701982013,1.5719333188702245,1.2030769230769232,0.7006158525286617,0.712538006204004,0.0,0.2269510571522353,1.8802332853643977,1.4431211498973306,0.4975295071551052,0.521483721387473,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4970884065643197,1.541893607690199,1.1866666666666668,0.7131733706472281,0.7239332805536227,4.0,0.1174570252674809,2.0407149369274404,1.5232032854209443,0.4272840797683727,0.4649954209371571,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4860729802402616,1.5769168230019828,1.2119999999999995,0.7086656351792691,0.72575638356871,1.0,0.2543489917470576,1.7820229374187788,1.3679671457905545,0.526553498962193,0.5335827240635185,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5210755864722324,26.232668340177234,19.412597523943003,0.7238726381115252,0.668462632611028,3.0,0.2412555910301983,33.76860447932806,25.882993299832496,0.5370155231038117,0.5608391349235712,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5561402827194029,26.76341588345928,19.719622807017544,0.7464865036481914,0.6981214820141625,2.0,0.1756393118410876,30.43682315149785,21.563062117235347,0.4487389880279503,0.3713752316442471,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4332136158509135,28.78895324496373,21.17170403587444,0.659308301095872,0.6741251800811835,1.0,-0.1759691084093342,37.70965191517542,26.44350704225352,0.1872842672129102,0.1432742279850999,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5157159806582932,28.176773445921537,20.41269967491873,0.719307585552038,0.6682016117175477,4.0,0.2690119602952048,28.3511036237681,22.304069105691056,0.5594020176730142,0.4986088785686084,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5324111003659053,28.39677401089424,20.75846525237747,0.731028215702634,0.6901012219313483,0.0,0.199139928071463,26.227117348619224,20.30486608442504,0.5164145136546836,0.4231663458969709,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6209997919544036,24.663134077352165,17.884352348993293,0.788923804598229,0.7572144009635892,0.0,-0.0914427483022906,34.57843083061264,23.54215223880597,0.3062490144845842,0.283102262859528,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6086870538951867,23.53029389567064,16.770904851921866,0.781868058723703,0.736649164468727,1.0,0.1290317632672296,37.91970192698108,28.7695924369748,0.4048677485737676,0.3886331246496908,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6023843343484157,27.64503883923869,20.18939126984127,0.7768354615568376,0.7616539408832627,2.0,-0.2708439566855392,25.24814941148013,19.60154336283186,0.2087173828043363,0.1561464287941852,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4797838570524035,26.49017467781134,19.12159781696053,0.6940550972548216,0.7080250109193353,3.0,0.0153926664593116,36.23159618457375,25.926839116719247,0.2979838331148239,0.2359593467679247,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.514728230360854,25.61786702829589,18.24343239113827,0.7189580710677138,0.7211370893160076,4.0,0.0582272280636042,38.16537868280541,27.883695736434102,0.3277734310827025,0.2911358164084449,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6124084344238261,21.824104247670693,15.252588832487309,0.7829672445757588,0.7817233024671095,4.0,-0.1551925301393653,44.83448932977695,32.0697533632287,0.1614107740504249,0.0900194909826818,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6525020476493956,21.241830256660272,14.487716750539178,0.8093303944778543,0.7713853040347358,3.0,0.1234143795162301,33.136418831088385,26.46275115207373,0.4493778690507926,0.4631627850037051,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6773854779582306,21.96567576829511,14.96987491770902,0.8234969217880852,0.7898658371988125,2.0,0.018614855293553,37.17871281581065,28.868614379084967,0.3715762442465519,0.4215291852098522,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6907262186361822,21.76947853716049,15.09474864130435,0.831839092749836,0.8032294084359368,1.0,-0.0048697378118656,37.8615464936328,25.73073087818697,0.3480909921175992,0.3727527673524082,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.7228859461909127,20.84937495873761,14.241834146341462,0.8509504168231573,0.8289316830009794,0.0,-0.0528539106460579,37.035578561632754,26.23199487179487,0.3413259354435752,0.3749960298563124,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3455466197181109,27.2821521241216,19.863876016260164,0.596278412604859,0.5949703654570832,0.0,0.26555737984573,42.24242027883911,32.05646523716699,0.5934638611896471,0.5888942525162694,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4965854665932083,28.320106469315764,20.76201327643433,0.7094011287718063,0.6881122407550609,1.0,0.0281819200430695,34.51812114961958,25.235626093874306,0.3283628802554157,0.3163846511739123,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4467839138977658,29.77059890111641,21.82123278850916,0.6735861329743391,0.6551391098548718,4.0,0.2654014893111848,29.0178855407064,22.26906750173973,0.5496767600063404,0.4946062758448798,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3760525129469345,29.23073065239736,21.57481134751773,0.6187359074883645,0.6310833364523837,3.0,-0.0847589211270678,37.28152230564526,26.298172307692305,0.1842679577951167,0.2458917305654038,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5241770512078832,28.036652989788458,20.769122079160702,0.7274411003872848,0.7114376276114284,2.0,0.0339264744577586,30.966190555199244,21.57464637002342,0.2480772649228504,0.2574878703792673,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4344648224199954,28.7011480510623,20.904270270270267,0.6616600446937838,0.6839986569188065,1.0,-0.1865689012120515,37.78465905137055,26.52561651917404,0.0998721027320782,0.1348984174916757,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4630653827604127,25.263520661741666,17.777119967793883,0.6828477368199559,0.6644587218132505,4.0,0.1931537981284908,40.79334148150179,30.98456775300171,0.4758578075677978,0.5160983860489561,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5114233974266971,28.2798913259406,19.961913447782543,0.715973841876671,0.6998872704412835,3.0,0.0338504016667776,31.91826758543981,25.14428337236534,0.4353678675195457,0.4437347273491929,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5335954629369453,26.880197707977267,19.21425903614458,0.7330634858228442,0.7242744043241865,2.0,0.242860030568031,31.54087764853539,21.86387311178248,0.5058595163237177,0.5323224496890342,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4840541657236876,24.84488419237309,17.848992872416254,0.6992447213101838,0.6916744550684732,0.0,-0.0533969505679925,47.06350098156936,35.49594549763033,0.2197656747499357,0.1859292386220796,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6015176170915687,25.50325092918224,16.8898,0.7759635060652503,0.7860336377255865,1.0,0.0595659909481578,32.109075060508665,23.895816091954025,0.4407263123268068,0.4835243391975222,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6596321348813377,23.338064842591702,15.462146268656715,0.8127017714636293,0.8238207621160099,2.0,0.0889350090854981,33.80400139518653,25.028498969072164,0.3613937713146897,0.3554171387579412,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5833550695113585,22.899497489085125,15.79698206278027,0.7655811266968988,0.7574733478835075,3.0,0.1369019489901136,41.95257778689044,31.47341273100616,0.4326760037114252,0.4325033114371132,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.579966918183523,24.899521748607,17.200888489208634,0.7626700359088877,0.7782052768244816,4.0,-0.3269876073901157,40.02849948321796,28.77927349228611,0.1345026280543595,0.1350643044338127,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6440237604053909,25.340729429062304,17.122082505729562,0.8029163223945689,0.8119016881059036,0.0,-0.1744201828194613,29.814249826046645,21.386298449612408,0.2434250345031451,0.2457587060427158,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5811069746755075,24.84722890299313,18.23838933333333,0.762603593360522,0.688675481005827,0.0,0.1449906036843261,36.621515870372576,26.758797037037034,0.4191562802299708,0.4588512663629064,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5640199594005395,26.933125896028194,19.82971136471707,0.7513517932654212,0.7119198309581009,1.0,0.013525042521613,31.44107908773501,22.787300236406622,0.3847121658980088,0.3721134414283182,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5157614929922053,26.353069577542453,18.959049013084943,0.7190788702304776,0.6407973685798962,2.0,0.1834710138421883,32.95813420212947,25.74659420289856,0.5073102677035506,0.4776679858075553,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4424716559187858,25.683142804308456,18.66635893375561,0.6671672773581019,0.6447728286334176,3.0,0.2228401070232795,41.039022637937,30.208731909845785,0.5576048272716047,0.5681849234783598,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5186487957668497,28.28705543693321,20.777456447688564,0.7207975834371894,0.6815494319265519,4.0,0.2518825209142284,27.149448860970576,20.92313553113553,0.5879663685130827,0.5162299152873433,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5743039689065539,26.89861508914709,19.36789108236896,0.7587778453609499,0.7261289385683468,2.0,-0.0173145013741147,27.30770189063432,21.00603651685393,0.3988817914149621,0.3455799629455396,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5711492410862382,25.17988571389749,17.91595841330774,0.7566655376540512,0.6935110962852676,1.0,0.1250207174519551,32.477394417484525,26.025698473282443,0.505322914266187,0.4488635957697957,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5194597034429407,24.56962955921076,17.853093819806404,0.7219686545041724,0.7181423444506124,0.0,0.0536676628627594,40.87646831298832,29.073282157676346,0.3564507524524551,0.3731591330630602,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6023585866207322,26.081828989958268,18.84513410237924,0.7773815926182095,0.749344052423735,3.0,0.0066720291261778,29.59971422895959,21.803221461187213,0.3664806342209482,0.3248430265843389,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.6100995727741002,24.92276502934236,17.976221059972104,0.7815466560632909,0.7405883549849599,4.0,0.0316649913670342,34.27470350272178,24.483289002557544,0.3611166220675424,0.3611156355931443,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6886980771679598,22.3578188349776,15.807976372480889,0.8302694428607935,0.8018974163748412,3.0,-0.0775356791333961,35.361861731373935,24.146989637305698,0.2380620241800201,0.2284080073061065,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.644299975594762,23.08041128266011,16.483892441860466,0.8042824215758846,0.7672225596796894,4.0,0.2618056945789806,31.92496577050101,24.402601336302894,0.5752527157402458,0.5887722649735825,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6799218700401852,21.41658783341571,14.856269601100411,0.8257394946346063,0.7821189409869556,1.0,-0.0152197996424843,36.87327470750308,28.046474393531003,0.3690620460044903,0.4001683236436131,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.573031183598994,22.049428246355426,15.633610294117648,0.758998269940133,0.7493596396529637,0.0,0.3050786224482984,42.1949183793601,31.64649032258065,0.6047635145058372,0.6182933412728903,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6665573392107766,24.127400542650843,17.129338733431517,0.8170407136600881,0.7976623717713818,2.0,-0.077814203184465,27.9669164851502,19.975935760171303,0.28342433843215,0.2344565466808917,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4896738730458413,27.19185310923577,19.30828386500231,0.7026159498863516,0.6637350956145721,2.0,0.0134902212667523,36.70571493171983,30.685326370757178,0.3203264088013465,0.3128049298063018,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4305108475962425,27.32070958965909,19.902791180285348,0.6616244232509987,0.6376901752359125,1.0,-0.0444746652130609,39.72391735987049,34.09452296819788,0.2602849015575812,0.2533619276901697,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4944714478916127,28.911507852965823,20.90136440231701,0.7041540357678788,0.6718726610068123,4.0,0.208777874109179,30.59304896759672,23.75012641621944,0.4744519040248295,0.4815094076407147,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4884656377782438,28.52569802806344,20.87846347846776,0.7008649392890482,0.6672588549452929,3.0,0.262873536125717,30.349717966959822,23.02810534591195,0.5395509134909519,0.5736583169302265,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.5450879031659617,25.49851491638548,18.378141995981245,0.7402807477673823,0.6982422194966685,0.0,-0.0053779324068112,42.27917375508083,33.26497389558233,0.2211931170501452,0.2542068288975659,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4675888433756503,26.77203552630084,19.304474900398404,0.687256640974361,0.7037134025687822,3.0,-0.0417753109288323,37.24014365425399,26.235894736842106,0.2965199006051584,0.3197866456043517,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5644201800899596,25.80939346530993,18.31630211267605,0.7531355721147939,0.7416743418941275,4.0,0.0747145448171145,36.396254421452646,27.93271604938272,0.3366759638633672,0.4035763314943323,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.541327774823857,29.344362161447545,21.45142462509866,0.7368784186816046,0.741812703315406,2.0,-0.1880649665158682,27.184483758809453,19.551021505376347,0.1466683636231297,0.1620597050264595,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5400066404181771,29.260977051603568,21.01444554455445,0.7366825346796245,0.7452074830799955,1.0,-0.2295945256317533,26.69674620129442,19.949302734375,0.2154669271435342,0.2087517519204262,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5470925156709237,26.343188235396937,18.771162500000003,0.7428779403550568,0.7332471658068925,0.0,0.1149680093638592,34.949585681917064,26.66452207792208,0.4007725535883014,0.4505426736019625,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6081653802805544,22.18753579405817,15.686747747747749,0.7813666160977737,0.7905351283939228,0.0,0.0204530108199868,39.92719058272964,28.6610060851927,0.3028463641460099,0.3427843131802437,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5662247894131408,24.175054004074404,17.059434969853577,0.7535176611916674,0.7716151914156442,4.0,0.0077605344168846,35.73688660640819,25.31493674698795,0.3331635132223909,0.3189071799102676,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6222328158670993,24.35199369250904,16.70755,0.7902281827642941,0.8069741807071965,1.0,0.1902814030907722,32.883631900894834,23.844408602150537,0.467368661684403,0.4871373205135527,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5629340068847771,24.433505510989523,17.194044105173877,0.7510564534407456,0.7671505008173949,2.0,-0.0376560976027053,36.56028844645411,25.608554179566564,0.292748991811081,0.3386701132100996,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6273595436182682,25.337858122390184,17.59006162876009,0.7951155213425938,0.8077767254784797,3.0,-0.1945584939046445,31.070597052156707,21.722380952380952,0.194734344160312,0.1833671864846974,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5338480994037893,28.071401523290653,20.71283454633673,0.7324153148578523,0.6890797083299144,2.0,0.2072510503080903,27.5132251904854,21.05561566888396,0.5145944928092754,0.4419685702055755,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5627476939663466,27.9376152972895,20.58649619722004,0.7513053948404456,0.7190045396016373,1.0,-0.0534109600817698,30.45492207273692,22.76714801444044,0.2980245701040206,0.2724657460859761,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5478627657491634,28.51013548669161,21.138591463414635,0.7414864766730094,0.707566340230384,4.0,-0.0669979491950909,28.39063989746106,21.25920857699805,0.2495995136211031,0.2142581917161597,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4551986016443022,28.174752627689653,20.99525376732972,0.6754599313712208,0.6792368641414204,0.0,-0.0938271266373012,37.3755160202621,25.79317014371813,0.2315506165543197,0.2349005931670163,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4021641752867659,26.86461566040932,19.63686972010178,0.6371434710833981,0.6072459074646663,3.0,0.2457147739316364,40.77381600872919,29.7854291262136,0.6158366820208586,0.6078420957067494,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5534449691211296,26.93166490511182,19.87457522743177,0.7450011931369549,0.6970781703231977,0.0,0.2672730097139766,28.473750536168563,21.66351515151516,0.5416450029509235,0.4985241797162515,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5736610248723666,28.27405055058881,21.048686258278146,0.7585399282941958,0.7320438474738683,1.0,0.0423053570368791,26.61058740846701,19.64778606158833,0.3109423671242259,0.2172274972532462,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.4608641794387909,26.7262383213009,19.666000850340133,0.6796121742353073,0.6826248944403285,2.0,-0.0641206391456654,37.85099386740572,26.86176733436056,0.2609285517999288,0.2338954028029704,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.570424827306246,28.776422644630404,21.554862776025235,0.7569369490009283,0.7386543279983935,4.0,-0.1882988123734137,25.059707080250067,19.711773788150804,0.3287653898479995,0.253676028112043,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5555904287228037,25.02292622716592,18.663554763447827,0.7461745565314206,0.6713738583636033,3.0,0.1183805827951312,39.0695886798604,29.561684397163123,0.3980463468704255,0.4402779097771266,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6214245003961196,24.13953985420161,17.859555555555552,0.7898004023815736,0.7536768972258849,4.0,0.1926920287190764,33.23394445685752,22.65200621118012,0.4737838053838656,0.4550115123591483,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6514150613343057,25.7059356185008,18.926503215434085,0.8078515952704851,0.7878863393662197,3.0,-0.1910479398374414,27.31569791578656,20.25065404475044,0.2024469735939102,0.1790302203341796,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6449745621864105,23.82666266496029,17.413757303370787,0.8037980497565509,0.7586625665372856,2.0,0.1811611701348014,32.296494139931234,23.745942857142857,0.4595265677673715,0.4647758682872579,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6616248669724365,23.14345073811376,16.829568598679383,0.8156240058013172,0.7736219244757307,1.0,0.0680158191161907,34.491007668289804,25.762398268398268,0.3782222954585206,0.346734745311006,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.5465529128009046,24.044405500073577,17.554108661417324,0.7400040929904426,0.741196955450175,0.0,-0.0581460346356794,39.90063042397489,28.57327927927928,0.2640015445959007,0.2635200696799154,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4675072721822724,29.088838447744862,21.44550407105848,0.686382069341402,0.6581996584623959,4.0,0.2383991188887494,31.263125353628663,23.06793248945148,0.4923148127694619,0.5072173661390318,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.3658793849563049,28.593877674957906,20.80142685671418,0.6067992686004471,0.5947789945372589,2.0,0.0378621679996293,41.73337952100096,30.2919674796748,0.4195149744525318,0.440255607791439,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4082345281923559,28.23115263227051,20.414149789029537,0.6421718871102053,0.6064437695618822,0.0,0.0607574052272683,39.82054530448429,33.164729251700685,0.3602942909139766,0.3766682023726623,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4638682769653751,29.129978991629898,21.643911017936176,0.6891613065403803,0.6686355110049031,3.0,-0.0019850109681385,35.079784292767144,26.34582910321489,0.2693141794579659,0.1864881216424704,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4291140753074715,28.630043612507794,21.16716074681239,0.6597038130278494,0.6378097369184293,1.0,0.2667323738009313,34.67667686803385,25.44719667590028,0.5385940520876137,0.5678309538376057,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4843416800796888,28.850747442618086,20.715074773413896,0.7028993142896591,0.6843436769483776,3.0,0.2559267511879601,29.926672195761675,22.864417165668662,0.5218682452100638,0.576731730477989,3.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4933215642104993,29.129883590441978,21.49890802919708,0.7097321944984865,0.6952895857087522,0.0,-0.2134436228760916,34.04371198333689,25.36194285714286,0.1450549954206808,0.06852508621534,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4430770447219972,26.346527906088177,19.30583421650265,0.6677301296052937,0.6705061749719824,4.0,-0.0019691356563786,41.07042007731819,29.20960515873016,0.312143587453726,0.3285059463439428,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4507197330786286,29.604391374254885,21.442527441197434,0.6841718263239278,0.6582307103769252,2.0,0.2775521816153898,29.17088009670112,21.899791469194312,0.5392463291666449,0.5038258901470047,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5289846156473803,26.887022235019465,19.609939929328625,0.7301339828646676,0.7053241094006951,1.0,0.0199213364401618,36.854561580160656,26.797075609756096,0.3366733988500943,0.371564308675677,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5171861445845819,28.905716468663524,21.1501646884273,0.7337660615736666,0.7426501347836519,1.0,-0.1223935252265708,29.711518966481627,21.015295597484283,0.2293693487115566,0.1715036932220236,1.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5062883797794993,29.51411702997408,21.261927018633543,0.7192964776273569,0.7282580371566358,0.0,0.0909141809409495,28.39869865707353,21.510506517690875,0.4690035053699304,0.4568749448771961,0.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4393587965965521,29.550686958133053,20.84551212553495,0.6914275289018361,0.7073637022481667,2.0,0.4104755085943142,27.91437498916036,20.856174940898345,0.6508975574662682,0.5984043854421612,2.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4894787439112219,30.14383152054433,21.321793958171963,0.7194493233269428,0.7364156484189308,4.0,0.1161868987695193,27.405968564918,20.957127340823973,0.4573491447153682,0.4365819452699538,4.0
nucleobase,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.4490034423586386,27.84947754822325,19.497169526424155,0.7068118908419555,0.6792819480706398,3.0,-0.2797346129824429,41.78697877836962,30.917353260869564,0.2499797520572277,0.328659878604089,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.532477275568741,26.656328104994053,19.559714611872145,0.7305815534446721,0.6861157976674828,0.0,0.3156384994750861,31.67396536540617,22.77016073059361,0.5752583068797523,0.5159187935065487,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4958903341450821,27.241735066295288,19.80718538812785,0.7053419005941046,0.669409658223392,1.0,0.4462138393393537,30.322780257424128,22.33756347031964,0.6680358538605984,0.6122036592473569,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4867164336360295,27.68587500600437,20.07860547945205,0.6982609305621729,0.6603081900147669,2.0,0.4998416410677193,28.14195227844026,21.127561643835616,0.7086688442324852,0.636144179815262,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5218397832536867,26.90413754310865,19.946149315068496,0.7236651004953398,0.6681814547424714,3.0,0.3910559243198256,30.23767361141968,21.364739726027395,0.626598058235527,0.5941298384899761,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5089617800896972,27.28892426237364,19.96756392694064,0.7140018642504049,0.6691020539786763,4.0,0.3443590941990805,31.284975061311943,22.06468310502284,0.5947328681834382,0.5807274010239518,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5941523380406192,24.684496715064444,17.747996575342462,0.7724277566980305,0.7354357884649543,1.0,0.3371333768138087,32.040813671281946,23.16987397260274,0.5955978404424254,0.540547434116283,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5307107418452487,26.56418330707567,19.14540342465753,0.7297502706867711,0.6943462047788873,4.0,0.574944562938558,25.55599938716372,18.752879452054795,0.7632484367403233,0.7009564807526751,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.598383777838906,24.760709772507656,17.7879698630137,0.7748101172057341,0.7423073804929705,3.0,0.3765850553482689,30.096745003041143,21.916978082191783,0.6209700355883494,0.5603396709508371,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5796463326708017,25.35817468649552,18.20104589041096,0.7624955876139736,0.7243921466407491,0.0,0.4362753804145566,28.49597926903671,20.96669315068493,0.6652666836001839,0.6101239162436809,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5671090032390895,25.76426781368612,18.67635342465753,0.7538313733819292,0.7152025167941718,2.0,0.4235893908383007,28.63524263407469,20.58317808219178,0.6587899982174619,0.6175074264814271,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.666261961703991,22.411246780829327,15.607902739726027,0.8172306192305351,0.7931685654163171,3.0,0.459729552306895,28.832360819432004,20.48454794520548,0.6853583434194692,0.6462984268907522,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6709649519981653,22.77652705110217,15.862931506849316,0.8201109515188999,0.7960981133707652,4.0,0.4460252648305314,26.345325927054684,18.91389589041096,0.673234515224516,0.6249823004441132,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6592230817537488,22.72232746417147,15.96813287671233,0.812539501164363,0.7797299202676969,2.0,0.4250977255521699,29.345654942053724,19.94835068493151,0.6567059324713492,0.6420863349844078,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6459210632703638,22.76088301944056,16.003572602739727,0.8048371435896058,0.7806362462903619,1.0,0.5329599831965564,28.223796689736155,19.69180821917808,0.7328703440220374,0.7087668277960829,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6745479623186226,22.30297581557531,15.368484931506847,0.8222641582316608,0.8004024744527135,0.0,0.422518711303511,28.86383355717737,20.827194520547945,0.6683548638401718,0.5832247423883785,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4548576336085878,28.58108849884825,20.98036164383561,0.678937821037904,0.6502912981922248,4.0,0.4193878701568676,30.127644233716047,22.65435616438356,0.6493524177674926,0.5904570478729124,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4552083896828821,28.548663006548864,21.203178538812782,0.6800401433342904,0.643185875464745,0.0,0.368123084341001,31.48829426673205,22.79031598173516,0.6219117009469595,0.6077960736370148,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4460683533544913,28.81535751621901,20.992038812785392,0.672108611822984,0.6505213370278816,1.0,0.3270768788029768,32.40152231280992,24.431978082191776,0.5958525467774581,0.5537641296060593,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.452094841072181,28.57195092355049,21.28934383561644,0.6792639627621662,0.6369939436740756,2.0,0.3712912401753566,31.5647534120974,22.92667579908676,0.6464048315893678,0.6340604635040847,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4292065419607086,29.02105840066266,21.467629223744296,0.6612386945170405,0.6288676132493549,3.0,0.4559360940095273,30.01969153663886,21.546982648401823,0.6779857645006002,0.6548078252464301,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5174401362789842,27.31468968133577,19.56990136986301,0.7231109292639847,0.7036160035167461,4.0,0.3266362066915912,30.41797941372337,21.910298630136985,0.5905776431387825,0.5241778079605082,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4919041366426551,27.612145575864616,19.76122465753425,0.7038940718473952,0.6929368543439587,3.0,0.3985818101576367,30.551656324357342,22.61784383561644,0.6351772998183222,0.5748175724001717,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.498823520375163,27.26729170203192,19.39275958904109,0.7092419044237606,0.6916561292333891,2.0,0.4423274969273888,30.05999535426827,21.824906849315067,0.6668428171830225,0.6252943396525082,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5264691160041163,26.94306514986487,19.412230136986302,0.7288628271372287,0.7116262599779352,1.0,0.3196529866981815,31.14956559836948,22.251405479452053,0.580560371404928,0.5670621916667179,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5154551289103797,27.514084060339936,19.84987671232877,0.7212576063238744,0.6913610085634264,0.0,0.3037727338044121,30.20184243885412,21.2045698630137,0.5821222955264718,0.595725391988827,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5946125637588455,24.610465396900864,16.871391780821916,0.7721351808406233,0.7737096899729112,4.0,0.4982219821156356,28.183433261792604,19.917939726027395,0.7064828698644825,0.6665471937986366,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6091209997466864,24.0758776286926,16.350508219178085,0.7810937891606006,0.7837541310094094,2.0,0.4290887031931349,30.4437542305366,21.31828493150685,0.6610904262903844,0.6327722860735804,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6236799016141152,23.903470431820804,16.60560821917808,0.7900868572075253,0.7919891754417503,0.0,0.3324410328506291,31.33700703125161,21.22616438356164,0.5945589328857783,0.5575176604688419,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.609923560423173,24.02946428381464,16.45935753424658,0.7824732378348687,0.7788829753465862,1.0,0.3840756916343063,31.666147396328896,21.764027397260275,0.6202594780846991,0.6270246298079021,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2, 3], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5987481752673911,24.521366047223346,16.80108219178082,0.7751951061471676,0.7705408203479306,3.0,0.4060974265232506,30.439734028143373,20.88848767123288,0.6388455590448503,0.6423315333548031,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4896510160554553,27.322560026446684,20.085353424657534,0.7000995582316722,0.6485502143728713,1.0,0.4774049837589394,29.84140477867435,21.50976803652968,0.6947522617905235,0.6548343203393097,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4898171610976743,27.06174310859888,19.94705890410959,0.7002082009875146,0.6587643511249149,2.0,0.4650736717441504,31.18112016713513,21.997110502283107,0.6820789779276879,0.6549543744696756,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4931716370782188,27.67298182277201,20.12823698630137,0.70259318585679,0.6555412737233176,3.0,0.4479014984429608,28.926319487940685,21.227521461187216,0.6703842408550857,0.6286999230911196,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5090445956971854,27.383248432916297,20.1537401826484,0.7137943497190775,0.6627507886182781,4.0,0.4039467549002706,29.23046464448905,20.650370776255706,0.640916810026085,0.6247292619431277,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5067477126719723,27.332826951891374,20.080357534246577,0.7126382303006271,0.6742196662923998,0.0,0.4290429428200044,29.14575708783066,21.130155251141552,0.6587025380531997,0.5781382891682915,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5423106630397223,25.91047370476811,18.748882191780822,0.7370516801184666,0.6984568953661205,2.0,0.4694212706078743,29.835977904683585,21.15272876712329,0.6883790931752332,0.6434543799479978,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5506861571725297,26.274306599116628,18.9946,0.7428541936089293,0.7026366207934861,4.0,0.476498647106614,27.0837626760096,20.29956712328768,0.695362777748844,0.6586999961069742,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.558392207362223,25.947262453764186,18.96497328767123,0.7480804141722026,0.7103423856607597,3.0,0.4440537499509885,28.410642698655813,20.390682191780822,0.6699952599421078,0.614718921950011,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5477425413259049,25.837450881848188,18.71937739726027,0.7405929498955219,0.694065873882702,1.0,0.4383840799620454,30.467409571405653,21.9032191780822,0.663426921252287,0.6343335726848698,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5631304530625921,25.925429283324466,18.817386301369865,0.7511313291923597,0.70598889374364,0.0,0.4021040907812027,28.98827883165742,21.225172602739725,0.6392719223630899,0.5659492088139391,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6505079079024282,23.188985716061968,16.48602602739726,0.8070808573065452,0.7840276931728023,1.0,0.4581924140219962,27.59137773995784,19.73940821917808,0.6802730323028102,0.6298778834790153,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6590656812984392,22.767478304304724,16.10582602739726,0.8124460454968541,0.7834513490714011,3.0,0.4304267581169313,28.99197035515131,20.69201095890412,0.6645469032796585,0.6191125872824315,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6570898149605131,22.886108463133294,16.278786301369863,0.811781410745258,0.7789471398640011,4.0,0.406897330416293,29.162896356712046,20.89714520547945,0.6598032427737544,0.5925322111939373,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6532258664211068,22.70990746408706,16.064223287671233,0.8084807613260199,0.7800449752690088,0.0,0.468189567174886,29.244905625443483,20.184706849315067,0.6874558497890079,0.6637764738199087,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6623202368758647,23.227821969259548,16.265942465753422,0.814656480334238,0.7845975824778233,2.0,0.4040227081316057,26.273536994109147,19.289517808219177,0.6554055206859727,0.6195879588589449,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4646279641483337,28.61200229004713,20.95782694063927,0.6840784824464838,0.6717784667105277,2.0,0.3376552611829543,30.91568992158923,22.836268493150683,0.6071158781847299,0.5598410986374525,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4721005529750877,28.27249986334748,20.7302100456621,0.6903735311180847,0.652150165492507,0.0,0.3521359351363071,31.10871534096181,22.817176255707764,0.6113870478159226,0.6290407017212348,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4528632620905699,28.4868514486354,20.61508538812785,0.6764584036122809,0.6510787119469991,1.0,0.4213461515901971,30.68067719983519,23.19926392694064,0.6508496885098165,0.6447961754156551,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4567334639672821,28.27250631506631,20.724392237442924,0.6794275684344748,0.6590199900437289,4.0,0.413427063143617,31.30117453447629,23.062414611872143,0.6431665198835114,0.5707010915346493,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4787468650713159,28.344909950360822,20.70417214611872,0.6955344596530844,0.6709663235575207,3.0,0.3017414732654568,31.19527747350568,23.228586301369862,0.5767382867800936,0.5205371423168013,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5244353859721119,26.86697130991524,19.382485616438355,0.726534911721615,0.7192063233744842,0.0,0.3856609147566182,30.235102234604504,21.535750684931504,0.6288817705615037,0.5814364133235351,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5237822975282391,26.503284355660263,19.214705479452057,0.7253921385067502,0.7016337005170397,1.0,0.4131023484188969,31.205085754448195,22.301704109589043,0.6492448142111474,0.6158476754844163,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5193035466313822,27.08812324349537,19.3709,0.722938945958922,0.7128888926756785,2.0,0.3572122903413022,30.566484143382784,22.67066849315069,0.6152491158919874,0.5859568482103027,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.5147722774513853,26.991101384669985,19.60744520547945,0.7198220838880136,0.699950348348027,3.0,0.4124258668302157,30.21300146902196,21.639964383561644,0.6448981001628333,0.6361844495569029,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4946686006424106,27.08362805804092,19.55455342465753,0.7056157337780851,0.6826908637818321,4.0,0.4814316816198716,30.11502641384944,21.767161643835617,0.6960378724017813,0.6833600332491206,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6107388704954919,24.37286176259633,16.84900821917808,0.7821117134774287,0.7872640954842763,0.0,0.3961992656220527,29.64261674785601,21.559402739726025,0.6405161157437894,0.6369382306172697,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6121935968221974,24.015543260535043,16.945301369863014,0.7843493660815302,0.785889969454723,1.0,0.4222427378863312,30.49895749720699,21.538312328767123,0.6656130659543309,0.6530273280210717,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.607775122451767,24.808334383803967,17.275882191780823,0.7810207202241797,0.7820569727584324,2.0,0.4367989437816921,26.87996149561006,19.879205479452057,0.6713875885840748,0.6380930711883146,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.6109228469530862,23.9861495787402,16.888272602739725,0.7828361669967181,0.7769302909201183,3.0,0.4530798738446964,29.970429224327283,20.74339178082192,0.676675150834066,0.6665547811767643,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1, 2], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.612796302253555,24.03841760827008,16.680765753424655,0.7835936592975292,0.7877785239031428,4.0,0.4415119441025618,29.79401346046202,21.27614794520548,0.6649157513309597,0.6037882854719987,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4921259474876543,27.775698867100715,20.30226803652968,0.7017908366071912,0.6596212267784195,3.0,0.4285079316752892,29.10700805964905,21.917422831050228,0.6577104879180475,0.6097192170385324,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.5124441379370223,27.566267001597232,20.124750228310504,0.7161677042945958,0.6732235316011445,2.0,0.3356238944344136,29.666513058203726,22.177934246575344,0.5963825745325328,0.5473387073770208,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4976960285900497,27.52089773573569,20.454163470319635,0.7066044375652406,0.6532125255354575,1.0,0.4444018655097224,29.10178899968247,21.12838904109589,0.6672221260499243,0.6372978949739934,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4843428734864827,28.01928706782243,20.261400456621004,0.6960660811782416,0.6554785213114639,0.0,0.4102230404613056,29.433637100631813,22.6627799086758,0.6435657711302702,0.598113290105502,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 15},0.4909292143814614,27.614943759971016,20.29734520547945,0.7016082908269436,0.6541219402872144,4.0,0.472218874743725,28.72009153540655,20.897804566210045,0.689536528736667,0.6338780195497667,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5468897993809225,26.21825471468776,19.23705958904109,0.7401768892476521,0.6983608933519345,1.0,0.3912433851355539,30.101000400432696,22.305556164383564,0.6347479671448502,0.561606890943118,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5413415437656457,26.87138850602589,19.699284246575345,0.7363093606226635,0.6888352853402292,4.0,0.3965960617065628,27.470861554825387,20.614832876712324,0.6403439802640715,0.5694090692681076,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5381371298897368,26.843830661505105,19.54268904109589,0.7337936371145888,0.6883216886525481,0.0,0.314117301375249,29.87573361355241,22.12601095890411,0.5888899731414203,0.5016981276739981,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.5460464084604377,26.41780994517364,19.19002808219178,0.7390126387967528,0.6998948771828101,3.0,0.365638767508781,29.67584786075698,21.833504109589043,0.613640647108461,0.5746053342301921,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 10},0.539770751090791,26.430492994705013,19.56986917808219,0.7354606564062817,0.6884670918460873,2.0,0.4054606005593665,29.73203551643723,21.695709589041098,0.6450195456511949,0.6049986872195813,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6078891689851618,24.43391497853101,17.707361643835615,0.7800369128646926,0.7404727556661347,4.0,0.4181315409756813,29.08270784099004,21.90750684931507,0.6662848523087823,0.6115485543050236,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6080916018060909,24.33618152998276,17.74005890410959,0.7807285318875103,0.7450896083544952,0.0,0.4189826521882507,29.6581644065698,21.88082191780822,0.6600836361886835,0.6273356148993224,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6346959913902033,23.58698100206512,17.410757534246574,0.797745783008552,0.7549214050511146,3.0,0.3257880084453887,31.283987766863422,22.693879452054794,0.5902262935278986,0.555268295513677,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6027449094307467,24.645412430536293,18.041716438356165,0.776640900122325,0.7285687685443066,2.0,0.4280579031997322,28.716716371985168,20.878246575342462,0.6635545082626033,0.5906081364783762,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': True}",NearestNeighborsModel,{'n_neighbors': 5},0.6136988420570796,24.093795269367416,17.621597260273973,0.7839365353420489,0.7406250436263241,1.0,0.4061233952667712,30.31363654569768,21.94460821917808,0.6488937655473177,0.5882855100308395,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4467657835399731,28.565567299295733,20.86333150684932,0.6702384525822213,0.6609921343565932,4.0,0.3452573967196882,32.94989658972647,24.276546118721463,0.5960064671005723,0.5252598122296028,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4662382310353805,28.674220365510603,20.743385844748857,0.6833328884729772,0.6611056182645957,0.0,0.3009440479253314,31.22104058308133,22.89242922374429,0.5649839038445041,0.5180200565471262,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4404323437028211,29.378407308459305,21.657903196347032,0.6672374020493737,0.6587841712950552,1.0,0.3942282701696982,28.97756611290365,21.26468493150685,0.6332541430195844,0.5367762969375,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4454155577623603,28.43125573330525,20.81121506849315,0.6692658824436563,0.6454475909889451,2.0,0.3795279549215733,32.65694614433463,24.47400730593608,0.6210911940247548,0.5814003011927726,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 15},0.4457319209050399,28.6643707281176,20.959491324200915,0.6683074871361993,0.6399462392107585,3.0,0.3654412881249667,32.138894405813126,23.338177168949777,0.6113229500868318,0.59794587473209,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4894607685315116,27.80488597034652,20.34627191780822,0.700297589016887,0.6817624268193272,4.0,0.3353766408833991,31.59418888266361,22.313186301369864,0.5924240696371599,0.5667469728059789,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4502964920969953,28.622885332693016,20.839765753424658,0.6714046575905145,0.6558208408097481,3.0,0.4686568894058583,29.138301573137777,21.111279452054795,0.6857221482468657,0.6488069244884205,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4695404743968849,27.98603126611707,20.331643150684933,0.6859892657492174,0.6708519586719561,2.0,0.4336844296125438,30.57526774031228,21.596816438356164,0.6586261639752471,0.6394772318413396,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4813984423195321,28.1167466109722,20.197930821917808,0.6945361530886659,0.684167435774389,0.0,0.3787583570895627,30.070282975284726,22.66914520547945,0.6155941122043267,0.5095911569442555,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 10},0.4983254143323983,28.08400569740085,20.421770547945204,0.7063204909752608,0.6926003582336137,1.0,0.2518386576253687,30.76146260328255,22.37899452054795,0.5642681188558674,0.5155007781845534,1.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5246322238168949,26.47635329320957,18.868916438356163,0.725227587477885,0.7191037776899858,0.0,0.3698822014286821,32.29415996706033,23.54866849315068,0.6101808943506912,0.606258144471389,0.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5521421899865699,26.39692421652854,19.08906301369863,0.7446966985437151,0.7333941141251096,4.0,0.2671590223406583,31.27550561395002,21.865726027397265,0.5696799311554015,0.5574530108811462,4.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5349050702856286,26.261620050602204,18.77889589041096,0.7319818580857484,0.723062512499343,3.0,0.41144915184735,30.947775710809577,22.779523287671232,0.6491705405684397,0.6035817910704177,3.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5227994673231458,26.4461237757378,19.323306849315067,0.7260888384710322,0.7132065498477552,2.0,0.4366274564873739,30.919842552010124,21.74540821917808,0.6736203956800462,0.6905614795499161,2.0
random,acute_neurotox_lna,KMersCounts,"{'k': [1], 'modification_abundance': False}",NearestNeighborsModel,{'n_neighbors': 5},0.5465887052966119,25.779572894375857,18.66606164383561,0.7397921260162156,0.7345033167950599,1.0,0.2289105765965787,35.9572601142805,24.361167123287675,0.5173332066255811,0.5139031830017067,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4611212336468003,28.935209695272057,21.720483171278985,0.6955588165333932,0.6545036202644634,0.0,0.1321482210284752,33.10198375856464,26.63905737704918,0.4726817165688367,0.4452474608464019,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4359739275785879,29.55580132026516,22.48083145009416,0.6745205393626692,0.6361478271997907,2.0,0.259152529175614,30.79529142785624,24.06510187449063,0.5661645162878594,0.5283647378623466,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4370271882163846,26.177577818952667,19.81021650264951,0.6815038492165753,0.6491689695226919,3.0,0.0401317627095515,44.473395345422695,33.5691164021164,0.3719509673751121,0.3547491677476943,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3887932184182243,27.60443335356721,20.90123582242751,0.64373586805765,0.6032456939269082,4.0,0.1108500557682379,42.76763943328408,32.19904182509506,0.3952826562029566,0.3728529592519718,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.3779217932647685,27.817658479189195,21.10730739109153,0.6325194199192834,0.6068104190251659,1.0,0.0524840329932776,44.237803804882105,32.93813678905688,0.3844724189328748,0.3555163784995002,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.5370120163534406,29.414393730185093,22.63736152055857,0.7405863835378237,0.7313651599841652,1.0,-0.3106722603810745,27.658964992547265,20.491048507462686,0.0973850367521844,0.0924999914771535,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.5043928659565216,29.39483523808693,22.338068493150683,0.7259522958753173,0.7003057274252842,4.0,0.1152349127677089,28.24839953899472,22.14865166340509,0.4465645919223099,0.4056694085183376,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.515767370520408,27.868245771589823,21.13117105263158,0.7280784176547693,0.6901264398849696,3.0,0.1333241048071457,31.71417767760035,24.38940944881889,0.3897794074505461,0.3969674476450799,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4953108788981143,28.47982473989919,21.556202908587256,0.7160375453823504,0.6812497475190211,2.0,0.2100584737609081,29.93018430388572,22.884296587926507,0.4724401795189845,0.4565879416119074,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.5329385261271146,26.93062434630912,20.31839400584796,0.7392917751630288,0.695627807576086,0.0,0.0991042029736917,35.27042300320405,26.89131947483589,0.3666774557441481,0.3834858898058615,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5399776106748934,24.990050467936086,18.11733774834437,0.7458185732212088,0.6906389297257284,0.0,-0.1900035293163382,42.247736089382485,34.66416738197425,0.331166503310919,0.3660915514048012,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.4966026822861221,27.02417423872685,20.62112036199095,0.7107664325532106,0.711304208498251,3.0,-0.1772779172707586,38.04114292848673,27.096319444444443,0.0818611527953186,0.0686413792327342,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5643196208485857,25.52505579470823,18.862340636042404,0.7598217448100748,0.7257649361231813,4.0,0.0019353571517021,37.89419396688627,29.566473170731708,0.3168432876631234,0.3472472799950388,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5342021457214363,25.408836561724737,18.56818628719276,0.7416546278460995,0.6967887801386126,1.0,-0.4003726248933708,42.89941541254789,35.312222222222225,0.342316663774213,0.3739729372931817,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5729636075402351,26.95659682511838,20.066479584261323,0.763348046134074,0.7353525660173547,2.0,-0.0303373244758013,31.17899316411665,23.94402510460252,0.399768172375085,0.3478544466003133,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2681601529889975,30.85425551227088,22.885032698188663,0.5646255754191153,0.4957306574127856,3.0,-0.3420454233878447,46.44839716003539,41.451957516339874,0.1803959359724414,0.2104265953464432,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2788197161107446,31.04548897403225,23.428913740788904,0.5743193384830523,0.5176210127688764,2.0,-0.4306085167674087,48.03477466226754,43.22647154471545,0.1918784145400919,0.1846580939417421,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3580413173561328,33.91057836400563,27.128053830227746,0.6386611776389263,0.6119684347772122,1.0,-0.1717203735504102,30.60175971098148,22.6831756672874,0.1029679926882862,0.0784239867965718,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.2773503958615481,35.00222912482506,27.20424344844477,0.5837427598422069,0.5543190319808566,0.0,0.0253165645557644,30.25990099525009,24.134047413793105,0.3973214302210445,0.348746350210496,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3501440171170012,33.558756413666,26.1663463522476,0.6260379320201163,0.5948646538191239,4.0,-0.3134689111344491,33.62793143226484,26.77756267806268,0.1564518778320096,0.1137961415526776,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.1752531361117129,31.09437892263349,23.974603137254903,0.506853496688205,0.4838476301080397,4.0,0.2068973782843777,42.36982617002555,33.564645454545456,0.4838275201590659,0.4685699295555678,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.2231118343472866,32.09343271575916,25.569280629139072,0.5362035276158206,0.5405895491490751,3.0,0.0058219245578692,37.19654770338563,26.59373419773096,0.2551718839283058,0.2469300271240761,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3446007306514195,31.213371150805195,23.99856798959011,0.6245961901147388,0.5824139813082939,0.0,-0.0364176513807754,40.14638709767702,32.44728819444444,0.3129411111125438,0.3284944384465151,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3581945099385432,32.43612177855699,25.390684604904628,0.6367271505217201,0.606886708320131,1.0,-0.1581160232028999,32.05872551632539,23.15570868347339,0.0623131727942491,0.036755875279764,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3348150916155206,30.162882189200168,22.60364285714285,0.6210132519284268,0.5737387911715311,2.0,-0.1870006790554843,44.92170679469975,39.69117302052786,0.1326029578975825,0.1459452185093066,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3825694138007404,29.024044230563785,21.446013012361743,0.6453504918140227,0.6167607739906086,0.0,-0.3563148392851694,46.53966196189846,39.92922222222222,0.2253017761352022,0.229432490528348,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3378849244196611,28.73730607766439,22.11293849658314,0.6243714015563845,0.6195191420934546,1.0,0.1490911444185481,39.096502404131,28.092086614173223,0.4035111420265313,0.3263015340215431,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3778639383477473,30.767865911044268,22.91330285714286,0.6483097683319865,0.6288520253827861,2.0,-0.1565163953467785,39.455974254440335,31.48319529411765,0.2839209519894883,0.2639370596665572,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.3631196909072751,28.905977108543503,22.32004488330341,0.6492903675407935,0.6462406510638227,3.0,-0.0359422581359012,39.514793441872726,29.395997187060484,0.2418552774184903,0.1817403406784166,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4167081213523218,29.257843367934253,21.785671287128714,0.6726433913611065,0.6573511307116242,4.0,-0.1701116730072245,43.258942799931454,35.09609677419355,0.2230454496364436,0.2420992001257929,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4577861610907423,28.493649015805627,21.381243378995435,0.6813107721727294,0.6525710672974997,4.0,0.4227276609007494,30.09316998859131,22.908363470319635,0.6555838668845304,0.5927639392096167,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4789236075609111,27.88171685882047,21.39824748858448,0.6976720541766825,0.6578563634354048,0.0,0.3380626548783604,32.449088817445954,23.59806757990868,0.5819849922942386,0.5469045309412911,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4822939848816274,28.20004141701677,21.450286757990867,0.7009458341964506,0.6733341555966262,3.0,0.3890278934731933,29.3961970195496,21.78061187214612,0.6287122282748694,0.5825908172305551,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4692040664084667,28.386533809868595,21.56053333333333,0.6895513015373627,0.6580840408185525,2.0,0.3483161550040307,31.09315504058863,23.97904840182648,0.5993241901096668,0.5736528377307675,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 15},0.4731563832895459,28.49532995992701,21.36345114155251,0.6942293034527028,0.6565593937738086,1.0,0.3544255047119866,30.00355374399502,23.68751598173516,0.5974249093396271,0.5541164976727898,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.5094247897724506,27.445282078551003,20.64976438356165,0.7174139336112789,0.6712450279178512,1.0,0.3126746107426753,31.114711333369367,24.125994520547945,0.5695574772549793,0.556159142214737,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.499439296265466,27.202966719705863,20.552509589041097,0.7098372660170926,0.6788838096358845,0.0,0.4196847512689881,30.90556418036806,23.357958904109587,0.6536720801517889,0.6099065028727095,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.51732035759482,27.244165223524693,20.72904315068493,0.7250581804549912,0.692996932968798,3.0,0.3374204376881684,30.54693060145099,22.85151506849315,0.5920471454632751,0.5640615662266527,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.5032576961154649,27.36810324168009,20.69730068493151,0.7128729388407624,0.6784684624321408,4.0,0.364649404699406,31.151276793903826,23.824383561643835,0.6039970253579141,0.5665142846970808,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 10},0.4972414453192383,27.84765443066482,20.86475547945205,0.7094636915333439,0.6772053212314028,2.0,0.3689642421436205,29.59191034063565,22.252358904109585,0.6112740755621155,0.5453560983986736,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5687831502743068,25.6063165281484,18.89913561643836,0.7564438177491354,0.7127237306008797,2.0,0.3587313898234721,30.7787948549531,22.8892,0.6096413200101884,0.5875251692941743,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5713698056068577,25.39502577266896,18.770208219178084,0.7576269718772374,0.7287700335087519,4.0,0.4028529888110983,30.33630172708454,22.543298630136988,0.6366037551005455,0.5892495628978517,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5430020913383097,25.786701780420245,19.20053424657534,0.7386757003780972,0.7050242638031132,3.0,0.4018451954815522,32.21696787685151,24.30430684931507,0.6447194140235863,0.6162737419480867,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5494675770577986,25.96915785084668,19.18342876712329,0.7435684370080631,0.7019726863933807,1.0,0.4552268500905007,29.19798533564044,22.32825205479452,0.6803864768692225,0.6350310332771647,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",NearestNeighborsModel,{'n_neighbors': 5},0.5611321357988827,25.57888978751118,18.936780821917807,0.7504076268739971,0.7172520187700433,0.0,0.3917875451749041,31.1538164789722,23.004372602739725,0.6278939458732555,0.5855172972575433,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3217355135595607,32.43516317917901,24.96657488584475,0.6009397112747361,0.5759131403578589,0.0,0.2154666450812078,32.5266191739296,25.804555251141554,0.4869870393539287,0.4044440373541418,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3261466049538009,32.286510485259384,25.06078493150685,0.6050529809412828,0.5692506192081844,1.0,0.1935049826585696,33.2605663282894,26.24887488584475,0.4893175893736624,0.4326522317380024,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.307116037379215,31.95378040099588,24.940594063926945,0.591686789716851,0.5502839332550932,2.0,0.2037061625798039,36.41236360250255,28.01572602739726,0.5221862352485682,0.45601757248655,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3367471856734879,31.58077186637628,24.48477442922374,0.6116513574966262,0.569072346211063,3.0,0.1936602746958058,35.272153248694515,26.686500456621005,0.4704724890452398,0.4550316502653371,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 15},0.3130868249692353,32.25232874718883,24.90871552511416,0.5917013634516466,0.561616807870543,4.0,0.2506615647796744,33.550374645820064,26.310615525114155,0.5530624355296805,0.4783157880000576,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3568585835531113,31.133569827009683,23.847692465753425,0.6254542838878105,0.5800975003446429,4.0,0.1921918249095826,35.10315260224412,27.47989315068493,0.5037070974026636,0.441004333447436,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3297848541957746,31.80382155226133,24.441419863013696,0.6052783768679425,0.574839577383138,3.0,0.2824201450560384,33.05405748661981,26.44967123287671,0.5993106055365968,0.5079143332519853,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3595365788542295,30.86239918079151,23.52358219178082,0.6240689623279325,0.5928871954444862,2.0,0.2264211109876263,35.205789343768565,27.7466602739726,0.5163265940514608,0.4404642097706081,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3663015412429978,31.32223912968644,24.095738356164382,0.6290637004260323,0.5736365146762084,0.0,0.0670301776292963,35.24648216831144,27.65422739726028,0.4782726765416404,0.4736050648742581,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 10},0.3667422487559485,31.305106141821096,24.175286301369862,0.6338595684312454,0.6022307096592191,1.0,0.1849701801122089,33.405567273439225,26.40448767123288,0.4889674883237601,0.4105882271400008,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4640032864505726,28.68626053954167,21.606306849315068,0.6986423817662022,0.6754797512105989,2.0,0.094205780842647,35.84384582228178,27.0808,0.4307310959784957,0.369240765533161,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4421346138309867,29.09002044768232,21.871694520547944,0.6803304023019606,0.6422497957755003,3.0,0.1183218775334626,36.147980630007496,28.120186301369863,0.4740063252499764,0.4433321963803867,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4392871495481978,29.16643379532346,22.1046698630137,0.67923259514082,0.6451951777372529,1.0,0.1987988960500517,34.53081705693015,26.06796712328767,0.4885889250881379,0.4368289739152063,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4287029383937386,29.33565974153697,22.11235342465753,0.676450557577514,0.647412021710818,0.0,0.1659086496608672,35.74713600973692,27.28014794520548,0.4832770310633681,0.4069861298894829,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},NearestNeighborsModel,{'n_neighbors': 5},0.4372097985697057,28.72362776416389,21.28542191780822,0.6768057440806101,0.6586395754044405,4.0,0.1715153537608532,37.36491765205974,29.339167123287663,0.4994542398075136,0.3952246406872083,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0362956740642265,0.265216489269408,0.2285502292633209,0.2158169293511893,0.1997496259114725,0.0,0.0157877431753719,0.2721329828661249,0.2379107294393622,0.1926710064731338,0.1779602318172247,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0374938529545072,0.27580762190391,0.228988171654439,0.1617207904653759,0.1513503587509598,3.0,0.0082781213724146,0.2706918066158955,0.2261031162677823,0.2030625739221747,0.186257752021952,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0179010313419689,0.2739271770728527,0.2275505610024042,0.1992346703530001,0.1904992614566332,4.0,-0.045250514517362,0.2746268132965174,0.2263053780230109,0.1520467414756209,0.130837393213181,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0092196571160961,0.2689865302945058,0.2351117572830874,0.2264060680721551,0.2163993611284831,1.0,-0.0114012901763804,0.2756348215641834,0.2404759199158919,0.1843297063711936,0.1646922522802024,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0848790669750261,0.2851847923466423,0.2324419836086497,0.2117673019044709,0.1974120065725886,2.0,-0.1454245687395414,0.2778003014366216,0.2219755501393467,0.2115472050050307,0.1924721459776357,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0105590374839811,0.2705930326601861,0.2247330067714385,0.3098799082294151,0.2998534516227742,1.0,0.0264354076769098,0.2632987404127661,0.2174454952048523,0.2886046066073069,0.2736900812688532,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0831277368330494,0.2820992137426044,0.2451861610880145,0.3152825515058032,0.3004378953732229,2.0,-0.1502670591742068,0.2905259944203683,0.2539227701193841,0.2597218223462657,0.2549638257160006,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0114307312596636,0.267594344757976,0.2337630798309536,0.2992959638589746,0.2849120397695762,0.0,0.0344655643394063,0.2735577130137674,0.240531181179349,0.3279128068020241,0.3296356232647674,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.029677677202629,0.2672539410348707,0.222408088130031,0.2881331992026968,0.2750341482809851,4.0,-0.0427766490260543,0.2750345024529261,0.2278507506115661,0.3139131325420037,0.3025229430798918,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0542907147573287,0.2625820212581636,0.2203199237933444,0.3033610310412189,0.2915870731454982,3.0,0.0277714180764936,0.2711553609221954,0.2260727780462835,0.2635903805207092,0.2532981715398632,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0399801004490082,0.2656920677988638,0.2254816533174426,0.2356920877533684,0.2289239052794934,3.0,0.0388717703260419,0.2651007773477311,0.223630719381525,0.2244930285170585,0.2280456256670045,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0113118807556301,0.2714732508925496,0.2284211558029317,0.2083658688855902,0.1984593862290199,4.0,0.0094175690916575,0.2614237197036693,0.2209731065922076,0.1835302514526929,0.1732564588931178,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0302229796018997,0.2661204671900997,0.2281577100178106,0.2026124049532718,0.1903136102900623,2.0,0.0463789558806899,0.2675484682730619,0.2275230593678286,0.2379017134597743,0.2227932762873382,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0168507937323004,0.2699059236902015,0.2345042696493344,0.1996064198749397,0.1963988810662234,0.0,0.0009914990187045,0.2660841196844638,0.2294240272365262,0.1925934552455467,0.1683685446438303,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0612956047183779,0.2796507965242801,0.2442006375983057,0.1866731370066664,0.1765497225139858,1.0,-0.0363351853651949,0.2738590214238856,0.2374420451995966,0.1894152057533513,0.1828278135942019,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0986174524727068,0.25811789606049,0.2243656819775172,0.3252676912739083,0.312439642886232,3.0,0.0577110534657312,0.2597042871809641,0.2251329958438873,0.2700697698965978,0.2534592117830998,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0864456685718042,0.2597121794281617,0.2253147842175128,0.3228052368828656,0.3102473483756109,2.0,0.0593407303979851,0.2599244577874736,0.2285465208191396,0.2943021276504614,0.2710588186797608,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0645638931001474,0.2629801774602354,0.2236104570155477,0.2885788318119199,0.2759866348622136,1.0,0.0775746355687647,0.2566570795376909,0.2146203047692623,0.3068308143404061,0.299754174016151,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0759039445521545,0.2598580023904193,0.2235109283550217,0.2938262736514024,0.2758926962873641,4.0,0.0471555653407396,0.2672936669861476,0.2293206373078133,0.2334789609236398,0.243406399993901,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0436292112962471,0.2665212370150859,0.2232853182707682,0.3096970793951384,0.29871188082812,0.0,0.0295401217346612,0.2603701066856961,0.2178231662923417,0.2420489741638906,0.2227252381127533,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.03038289014986,0.2687002844034476,0.2238452126095752,0.3122817466094578,0.2978828701287971,1.0,0.0192018003348629,0.2608474623017848,0.2171352288881531,0.2643287233526122,0.2692298083928071,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0123496247320369,0.2711542345543367,0.2363681717049919,0.3158016954551621,0.3010091114907429,2.0,-0.0120575478037885,0.2787159471560689,0.2475945280137879,0.3028313131312301,0.2928807585659732,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0099249993894432,0.2689680142940648,0.2345540996935755,0.3097097719218895,0.2928563471943385,4.0,-0.0497884425301835,0.2801998137096332,0.2482766074399509,0.299129001287902,0.3025969449704386,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0662350485635401,0.2621497238528525,0.2298364986824327,0.332168646236148,0.317204750882081,3.0,0.0226842334420712,0.2668082510193202,0.2344121272530397,0.2190069653483356,0.2159345474041995,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0733206018837651,0.2602255469742155,0.2222386923943491,0.3195704642618195,0.3109693355861374,0.0,0.0624500171221523,0.2651209619373351,0.2244869330014719,0.285738138937599,0.2614257708121142,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.030981206302912,0.2677834418334192,0.2257703537752132,0.2352936017172222,0.2231178866656884,1.0,-0.007852764058674,0.2679075315297518,0.2274889521647597,0.1619196562231633,0.1388737109955677,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0245802679689149,0.2665397482884586,0.2257403255365634,0.2050375302821636,0.2020481351376781,2.0,0.0308104464219545,0.2712519750879727,0.2323280507890159,0.2126125561143239,0.1999821087045629,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0761509783483336,0.2792629284524652,0.2446590277821977,0.2095305807720431,0.1967163288493078,4.0,0.003393198632586,0.2766962927291621,0.2420153622767505,0.2347629774907923,0.208319535741424,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0137261420640125,0.2707885086728111,0.2254266104382929,0.2348848460708668,0.2213388896328396,3.0,0.0098307331416297,0.2627182503474655,0.2221576409281977,0.1972397397102192,0.1924564204992355,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0498255883311513,0.2803065569772663,0.2327012587537859,0.1678941763155348,0.1519088303143192,0.0,-0.0266249443822015,0.2631893952784928,0.2179250568669775,0.1660364386976455,0.1484765828378701,0.0
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random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.062261960497946,0.2614786069437864,0.228554426198263,0.295228820692852,0.2801641212061181,0.0,0.0574823206999748,0.2668359715683087,0.2338781067568932,0.2701142511764661,0.256875664550989,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0919965243535538,0.259316583825446,0.2261649162744188,0.3211719374667494,0.3088340329248807,1.0,0.0645152932376889,0.2576770963709834,0.2216203511188097,0.2582886470141345,0.2310177458495266,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0117852621292322,0.2719856227515702,0.2365332864843135,0.3253311521481459,0.3092264030823028,3.0,-0.1192528846899376,0.2885302748052825,0.2538404602513593,0.2661418207785031,0.2558595327912742,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0052595910724053,0.2698026931475462,0.2274227327510062,0.165252024876458,0.1580552406357122,1.0,-0.0022862624082742,0.2787971347087513,0.2381559390607087,0.1762235121726378,0.1520973524626717,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0228506957569648,0.2671399114760151,0.2271569227464128,0.1998553762333855,0.180416770642318,3.0,0.0306096669880198,0.2696360480551551,0.2270641184828775,0.2220356645000277,0.2161917910746672,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0163948936599467,0.2709552422916445,0.2305791806896743,0.1874317399645227,0.1735674504023818,4.0,-0.0040298864123811,0.2623208590107034,0.2251506027571685,0.1421406115139148,0.1456891246874537,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0130135111891024,0.2700965938344902,0.230282726514762,0.1719051031808623,0.1657683777962112,2.0,-0.0025146638671764,0.2679415200574854,0.2252954212158842,0.1765128924102602,0.168894870894788,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0287536457305619,0.2740447071855126,0.2257240759012836,0.2130422484136218,0.2010868686985422,0.0,-0.0584613564785012,0.2822413407816143,0.2344316236777683,0.1526509433260098,0.1557959587293261,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0284403995719699,0.2719292433564838,0.2232634383746512,0.2117502263238214,0.2051241122871425,2.0,-0.0189789813639604,0.2845672550093686,0.2351783063466591,0.2392692505349897,0.2071587948350033,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.03988954217358,0.2645164941871694,0.2297265760108938,0.2181961242098073,0.2111906165521369,1.0,0.0041280027160541,0.2746858695810529,0.2377231297560055,0.1444630734162659,0.1337557117446778,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0064600365464715,0.2687982180291866,0.2264071119992887,0.1936333331596225,0.1785018956800863,3.0,0.0274631043442228,0.2725556123253516,0.2285610233716037,0.2229110943319818,0.2194400629358986,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0491175753757495,0.2781868375047096,0.2413316727335633,0.2133840722845271,0.2006592561799725,4.0,-0.0678565266333419,0.2775758870724228,0.2403384021420003,0.1893166936245502,0.186743829719317,4.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0230405215484087,0.2667191514551848,0.2297636766854051,0.2089676579952395,0.1917342790403911,0.0,0.038843774658525,0.2698700516335258,0.2338179070534913,0.2305353729957144,0.2042168900323235,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0705972592672922,0.2620505770078042,0.228447954177628,0.3074445710207764,0.2928840292285382,3.0,0.0357351296563761,0.2629534715082559,0.229303382654934,0.2579698801969155,0.2419731785602571,3.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.1271051255642832,0.2847837998891441,0.2485635676474588,0.310021983791256,0.2945917987283051,0.0,-0.1174257375281278,0.2979293967774996,0.2610656360271947,0.3391568180544484,0.3230224054275705,0.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0033300485156049,0.2675571765744378,0.2342488509822066,0.3010570863670511,0.2899738649838072,1.0,0.0402867270308676,0.2755330582731383,0.2413254144261865,0.2903174613153381,0.2472551100235591,1.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0526968159334219,0.265512426705406,0.2323855348266911,0.3050970928664585,0.2897366910036038,2.0,0.0217041700279483,0.2608485222487737,0.2265995476069048,0.2743298278914301,0.259391812054019,2.0
random,openASO,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.071275887167245,0.263066245673063,0.230278542558441,0.3254672634846183,0.3122755239001538,4.0,-0.0058173756341997,0.2637703025276713,0.2293138877723528,0.2231813659780445,0.2230997724049155,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0198513478512882,0.2756913742805233,0.2391814075586933,0.0949872901768944,0.0843024187406825,2.0,-0.0159764647128051,0.2649775791897403,0.2321677747894735,0.1119942030446202,0.1265199136524488,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0311950651936838,0.2762814129965598,0.2366688519649633,0.0357242192933771,0.0358920349730946,1.0,-0.0200140539565736,0.2693684890051872,0.2316979415977702,0.0538293869908721,0.0435865362350112,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0228119192236613,0.2743871101468821,0.2345221851954099,0.0701634280158598,0.0605091592397295,4.0,0.0016729280697707,0.2696366476755936,0.2316505466306301,0.132888591061497,0.1051585461023552,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0116310909092258,0.2706077845044886,0.233826464003018,0.0930149402541864,0.0818546959847,0.0,0.0066721847351481,0.27754204284661,0.2391104468634671,0.1308732014390716,0.1133026207932975,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0190144252296209,0.274830398918908,0.2386344385082369,0.070836159996424,0.0689135096050657,3.0,-0.0341337650052102,0.2705410325452702,0.2338483629568153,0.0420565246115897,0.0290943237838835,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.00154661208255,0.2726823695506206,0.228380347872953,0.2678701681427804,0.2585444202953139,4.0,0.0079082242709543,0.2638800384994293,0.2194228155289769,0.2428562933134047,0.2462200100568798,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.035387880886611,0.2668169546123797,0.2344081007790847,0.2516122819717285,0.2389082226809994,0.0,0.0549274309201263,0.2608850197762577,0.2286181662637559,0.305877792379514,0.309058176117811,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0246513364901715,0.267220575234423,0.2352592399576456,0.2359141771007058,0.2323226315550559,2.0,0.0339234568409617,0.268139553845728,0.2346701034133696,0.2813136768058076,0.2508626201973982,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0114342114574435,0.2717155201913075,0.2266184215308073,0.2437821325342762,0.2400059193523229,1.0,-0.0293444739748309,0.2779691839288707,0.2353155884413462,0.2979717097917947,0.2858688855220186,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.042922037616573,0.2646137787044496,0.2321574035622905,0.2566837075912943,0.247669824842469,3.0,0.0443045339935972,0.2670520291200747,0.2327037805669448,0.2679906532459997,0.264410075732306,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0707845227189234,0.2798942495638903,0.244147091506579,0.066269132527411,0.0549024362898664,0.0,-0.06724525831863,0.2821544671364421,0.2438136448533943,0.0528155460520391,0.0534144002529397,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0303204093434923,0.27535523412873,0.2382455934978681,0.0245003938394978,0.0136924376641829,4.0,-0.026836255611041,0.2736182765844389,0.2376750106823719,0.0359355598244417,0.0104396047460062,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0179680704579558,0.2739402586852386,0.2328070003192137,0.0847924666833804,0.0842051825159953,2.0,-0.025896306048182,0.2724468984324458,0.2323588643232575,0.0898047151975901,0.0805579783853858,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0187886753670016,0.2739238608656756,0.2376667477939122,0.0585014720371999,0.0527732928017389,3.0,-0.0324144775695967,0.2735767545718761,0.2357362950915265,0.0255152055796131,0.0193144692931804,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0163791379277316,0.2723648050874461,0.2351755491368346,0.0789533673838235,0.0748183317883723,1.0,-0.0118366572379791,0.2758962383675922,0.2389589407986692,0.0856939722050164,0.0805981130928049,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0195121157367312,0.2694904667440389,0.2290442481112533,0.2659912334394609,0.262094571259179,4.0,0.0293458500339141,0.2614215705972065,0.222570651211702,0.2036466036551068,0.1893155192360916,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0470779527240586,0.2634753851269666,0.2282974595568196,0.2642854852543527,0.251311873608503,1.0,0.0422594890094913,0.269531441573479,0.23539580282043,0.2520771162133696,0.2585022584821458,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0107864882771979,0.2690669478270741,0.2366690238517376,0.2549521500581606,0.2480509175201808,2.0,0.0001226883767283,0.2727764191698889,0.2428566201050263,0.2806595679107001,0.2786526532318873,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0407846990924727,0.2671093529506542,0.2329890834222925,0.2471212646217217,0.2375427354665103,0.0,0.0486530035631761,0.2574488803862038,0.2238805214492866,0.2824119754986123,0.2721267501858322,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0408391218969058,0.2674426854783023,0.2344595622186346,0.2544836657064989,0.2459957592854831,3.0,0.036906399566389,0.2577380061165225,0.2251181801810593,0.2450208600276449,0.2416299436494846,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0138869456393646,0.2731336375947794,0.233099468714587,0.0966636039190611,0.0962339048663137,4.0,-0.0222058963656701,0.2726027156660597,0.2339138494519626,0.0599343050769743,0.0765780126838201,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0081007745348224,0.2723825898351496,0.2370235665283885,0.1057960687440646,0.094456038315408,3.0,-0.0049639719448852,0.2706283280082197,0.2338689190774317,0.1042746206663656,0.0933353929772116,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0363553303198596,0.2754777561975139,0.2403497636973077,0.0301660983908478,0.0391084179170621,1.0,-0.0022804517147227,0.2729264295884267,0.2378964690966984,0.1005695582542415,0.086890381036756,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0249218610858257,0.274816003415253,0.2395591053925395,0.086798000250429,0.0863393840760488,2.0,-0.0454046463177997,0.2753013510504434,0.2387726176349098,0.0538286232257682,0.0568636460907376,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0636315999460499,0.2788775103120657,0.2323242681957745,0.0937968006461772,0.087263749874569,0.0,-0.0703643222676801,0.2829375581516071,0.2383775866824342,0.0581413203006337,0.0573612595539967,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.1878647948882454,0.297110579408496,0.2602100263449834,0.2618787502102732,0.254859199677677,3.0,-0.2630447795834141,0.2972187200136259,0.2587982602695675,0.1732920340735607,0.1457171347592541,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0492176971575309,0.2635281988225801,0.2267319628165119,0.2601851406786751,0.254571349852625,2.0,0.0432244196261376,0.2680600527016279,0.2301577222133841,0.238259005017951,0.2216857016366483,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0611423700693433,0.260999099628927,0.2264941326081657,0.273887884612855,0.2600314476901092,0.0,0.0453593341237174,0.2711060218507441,0.2350537669353778,0.229247277204172,0.2393548257207828,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0084525827589263,0.270607388102019,0.2382861665756471,0.2459456376213069,0.2354084604794384,4.0,0.0174345757090517,0.2741662237847003,0.2416219348736736,0.23958124937375,0.2336728587533547,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0872324751872253,0.2834722850294958,0.2311785341002087,0.2564784507284541,0.2514704608259661,1.0,-0.0622911146737716,0.2756245244719524,0.2232696331401005,0.2710105304778289,0.2486905649614122,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0407529003883853,0.2765535057742969,0.2361313517704363,0.0694044413075053,0.0518983314876243,4.0,-0.0301177467898365,0.2747792664870281,0.2349428439719598,0.08270523202405,0.0767647154509127,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.020935406536902,0.2721491636209294,0.2333011265209938,0.0912321626283759,0.0894553423334777,0.0,-0.0172265324622249,0.2799333060587302,0.2423704563671975,0.0999250022190271,0.0975660305343859,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.052249570740509,0.2760679666877025,0.238450586773724,0.0562569906134247,0.0561777053111627,2.0,-0.0474908011887196,0.2848399140615694,0.2501179001535601,0.0813250392789092,0.0856977871912404,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0521605624906162,0.278756267487325,0.2353731360392842,0.0387837154032702,0.0368138476498581,3.0,-0.0543711278704897,0.2752512005762031,0.2308295471954833,0.0401694324260751,0.0315702267205809,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0362492428513538,0.277738743399717,0.236155525365983,0.0653588998090655,0.0604556075270399,1.0,-0.0520803041155868,0.2703654612544705,0.2282230731136049,0.0499726926601472,0.0380334845269667,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0179744068338237,0.2675463158423516,0.2354608621486114,0.243229625332487,0.235071716300571,1.0,0.0329948966382525,0.270422852773475,0.2378440726809489,0.2706367488501203,0.2589185807797892,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0480493806282792,0.2658899445951418,0.2324265197914121,0.265469775945459,0.2577101955477544,2.0,0.040204321027641,0.2593639523827838,0.2244014465869844,0.244223724605852,0.2497509028753542,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.044556630092605,0.2641222645143283,0.2299362634279902,0.2523316970175204,0.2456228580441437,0.0,0.0462228257732538,0.2676575910552806,0.2318510210544556,0.2683628455808321,0.2599606628541178,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0485131956798654,0.2640070286570481,0.2295404796400834,0.2614604872763222,0.2606338921302299,4.0,0.0463023122435699,0.2659625787617358,0.2312078929008425,0.2616337458893044,0.238531961540873,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0477118608095146,0.2669618915507273,0.23271718364598,0.2585785256076913,0.2533409613407033,3.0,0.0540159240824813,0.2534322457803797,0.2195724975635938,0.282569683709278,0.2773768568740338,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.021149986296908,0.2725800196636684,0.2366027722462264,0.0623522311887996,0.0677379672561625,3.0,0.0010723697024718,0.2756771713313238,0.2412505144048529,0.1019108782232836,0.0950118834522815,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0336595347485195,0.2769394056583386,0.2419448445788285,0.1030383433525314,0.0992043246902057,4.0,-0.0823065248857854,0.276182403655972,0.2398462283092996,0.0345343847767661,0.0374978344566282,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0607626689472458,0.2788825942246233,0.234900713909628,0.0676651217425152,0.0637154813910823,1.0,-0.0678254941360572,0.2810540127245107,0.2350547958213045,0.0610596099784434,0.0574468651059789,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0423640581848956,0.2754143762175353,0.2349307312351642,0.0350563884890371,0.0327262021853395,2.0,-0.0391711738975861,0.2811832722717276,0.239164797143863,0.015744571993606,0.0020130220856575,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0323239032690776,0.2766075682587747,0.2383316199720876,0.0474303778408919,0.0405224239032196,0.0,-0.0180487546761751,0.268244923856842,0.2311668180443746,0.0944934183793571,0.1044495810890375,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0246371426100102,0.2736602770202713,0.237967439873536,0.0957267302870522,0.0936053197631411,3.0,-0.0098015987497142,0.2750439763293688,0.2404506770226046,0.1315747211621453,0.1430610737879151,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0128427648635975,0.273901761955002,0.2379242426394959,0.0992403259013799,0.0931547897808382,0.0,-0.0376645327921587,0.2711866143268421,0.2354066259354886,0.0589553291439111,0.0603208248094436,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0435062588877321,0.2768199888833828,0.241154809669731,0.0912169220499938,0.0906929206316623,4.0,-0.0290284808981247,0.2748156142997314,0.2406968355544692,0.1345111716086102,0.1410601984012843,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0016792881596333,0.2702009317687223,0.2343071354383555,0.1291620538683043,0.1286399678580797,2.0,0.0005230215574137,0.2730320107514436,0.2379452607942664,0.1123375227738948,0.1211131614115766,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.081335925897148,0.2816801709108861,0.2468519403552978,0.0679499003752595,0.0592439877981365,1.0,-0.1226571567593379,0.2877632244548517,0.2517882573421653,-0.0155946171259338,-0.0231864018688898,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0514682896375013,0.2786105093810008,0.2309792967011699,0.2476398971120806,0.23568933219548,4.0,-0.0091229226007962,0.2689639576009338,0.2212478398301107,0.2769192571572687,0.2527314742211714,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0034513484625577,0.2710389939086283,0.2283750173718888,0.2300465338333115,0.2190316659410607,2.0,-0.0122633639862508,0.2742394551979993,0.228708201408996,0.2901529724750868,0.2819664472241978,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0322146500992448,0.265424878596218,0.2332601047864321,0.2502162219200646,0.249736790928554,1.0,0.0613993602135214,0.2672029614627494,0.2352046803135396,0.3255341816629021,0.2894860673718429,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0295409094810019,0.2730293352433961,0.240674951145802,0.2270030867574793,0.2234155571011188,0.0,-0.0079363745891323,0.2797550859714888,0.2475517060537167,0.3076310398673473,0.2822892852521221,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0040657208182833,0.2714428812295197,0.2292704284758432,0.2508661729889165,0.2403698688427466,3.0,0.0013386244267027,0.2669183086200181,0.222822713251309,0.2461223805700952,0.2350483472212655,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0367276180962372,0.2664587706166712,0.2276097879574269,0.2730421785176831,0.2646925934935845,4.0,0.033298923875521,0.2644095173102205,0.2288798024953173,0.214912489548143,0.2155170144651033,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.026614291052581,0.2688273441244415,0.237072964240019,0.2489019207669272,0.2426984542740914,1.0,0.0156485475097459,0.2626509824591075,0.2295691469563242,0.2957231828287573,0.2892887557509139,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0008110477090841,0.2734430119507537,0.2414963805085361,0.2533625042416546,0.243690440949448,3.0,-0.0191495109590305,0.2640184026668182,0.2312844168103259,0.2270751866988319,0.223713609185124,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0371654371509632,0.2666076938777926,0.2289168296870009,0.2513575339522578,0.2443173477493104,2.0,0.0358631123095246,0.2634259753834239,0.2250550333465761,0.2416028478139303,0.2411645640959603,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0476956071052787,0.2773574802849723,0.2286293713264441,0.2538819869797659,0.2440592414748003,0.0,-0.0548676287752716,0.2785739555841325,0.2312057595271283,0.2340396435229721,0.2250937789059914,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0470031290836977,0.2646776335924179,0.2320448278497484,0.2394420907593598,0.2305756475986568,2.0,0.0500421782067287,0.2637274440057102,0.2296612417179605,0.2556130254930894,0.2471471793072689,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0251668137468373,0.2675131300477452,0.2274301648634914,0.2661432456281833,0.263330116680529,1.0,0.0283736559327353,0.2673970269492642,0.23086185059584,0.255737622983729,0.2442991669644405,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0175381325965954,0.2702701034223527,0.2384630320179542,0.2528831450366559,0.2459440545432286,4.0,0.0231472431322754,0.2612477350049262,0.228588067637685,0.2661031461037539,0.2578497026483294,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0460464094546938,0.263195920149254,0.2301096303605378,0.2519034869059994,0.2477816462522036,0.0,0.0566988143484832,0.2691640874369108,0.2368801762807704,0.2920234950859,0.2797896530732318,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0169120632515609,0.2679480825057437,0.2362020768353216,0.2342036593990026,0.2240390273772541,3.0,0.0242373177858198,0.2707878746239391,0.2371039150590481,0.2681343457520081,0.2650644672568397,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0483242274937838,0.276749612424621,0.2362029160957525,0.0591105338080042,0.0588127854983205,2.0,-0.0263637638531146,0.2774752021731852,0.2359040076988737,0.0984344882541043,0.0952830438911739,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0113604675227854,0.2718275421086766,0.235878705336468,0.0711240050559852,0.062431452024878,3.0,-0.0126913361042633,0.275541315199833,0.237609575971618,0.0644996299328352,0.0457033028411209,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0289364769053102,0.2752757390740564,0.2391854638289582,0.0929553029188897,0.0904402073371664,4.0,-0.0278667629299509,0.2733230953689472,0.2386244903074201,0.0894327503793497,0.0836115976108581,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0392865727167803,0.2780497202368622,0.235963028223893,0.0674282578271709,0.0655393441061628,0.0,-0.048849774497069,0.2701696982172549,0.2301071803374668,0.0267030326532412,0.0233007291271875,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0221258635663379,0.2740202204862684,0.233395788883942,0.1047981861014865,0.1000367627985406,1.0,-0.0034234626821634,0.2713966586336143,0.2308170859191728,0.1450474325366719,0.1353756741695473,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0410947754172354,0.264597624625147,0.2268093852294744,0.2453656561829645,0.2317402858924106,0.0,0.0168503403121563,0.2717006332035072,0.2327584470172062,0.1953130906558867,0.2058632058146925,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0082655124553336,0.2717473675911215,0.2271518247434408,0.2588798335179599,0.2482985404390983,4.0,-0.0337453323497822,0.277084000266772,0.2328686854692981,0.1939061855398424,0.1845725657054745,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0518292598181784,0.2636617801607731,0.2295775421463008,0.2663566924467649,0.2566674114033208,2.0,0.0416684915851864,0.2663037964008433,0.2318035780743259,0.2285792034071854,0.2210435345520801,2.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0435321397293203,0.267120505212822,0.2343597946971112,0.2498495422592647,0.2371965755182252,3.0,0.0414217607359059,0.2569233806198764,0.2233475832713534,0.2297437424346196,0.2299739344748365,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0098052383334996,0.2715686326058398,0.2391037518709317,0.2493521469628766,0.2458793286829468,1.0,0.0022131025690335,0.2738114666225671,0.2433832307422862,0.2897705117034158,0.2535365884114846,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0395191871203748,0.2659265752952117,0.2333436670466301,0.2603023428663768,0.2521942235218899,3.0,0.0170098715110699,0.2673007929836112,0.2365764886735345,0.2203361325984858,0.203119847937702,3.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0342926353794422,0.2639186473703539,0.224392793643821,0.2475615188012448,0.2398621145800485,1.0,0.0268823017640147,0.2762597250949314,0.233218675525597,0.3104824551822511,0.307653623690893,1.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0397454346331892,0.2653132359841192,0.2308697046992954,0.2519168101468581,0.2431771390894168,4.0,0.0401599505895882,0.266106306980249,0.2293778162691599,0.2911282889945801,0.2859286402040066,4.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0387221477792165,0.2647322663022374,0.2253938435480184,0.2593334772744444,0.2433218701350266,0.0,0.0259119128358086,0.2713125522060517,0.2304360412148868,0.2574011484365746,0.2578543956803646,0.0
random,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0239986051798207,0.2683841678188208,0.2262869579226245,0.2717354854298355,0.2660879963689406,2.0,0.0162512137955334,0.2659120306983206,0.2252376346484474,0.1983611362933708,0.1839541026230069,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.03108480061336,0.2665007614947968,0.2342355669637489,0.2489738132329207,0.2385321846956267,4.0,0.0345356307155367,0.2674009234625069,0.235345901958168,0.2616501200208143,0.2414137132948208,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0265106788780765,0.2675735155888322,0.235226091831418,0.2307682220623578,0.222118593963309,3.0,0.0518250494608079,0.2632449168353861,0.2309628976397502,0.3103619377530349,0.2885663285584212,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0309126545723787,0.2673991207764004,0.228153982282789,0.2380124254735831,0.2359911969181164,2.0,0.0429867063049205,0.2627464618084483,0.2244321782814572,0.2740258565728119,0.2334545572859671,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0439855811523596,0.2654176561298152,0.2271677916143618,0.2615723990027799,0.2557239660457424,1.0,0.0294332193697958,0.2652954753732104,0.2274540403370967,0.2177123008468023,0.2020491515518853,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.049004357184469,0.2648909901732058,0.2320138446418898,0.2519607560173635,0.2441955827406559,0.0,0.0418384713185873,0.2628484522893277,0.2286189719081839,0.2243282620820724,0.2133643910273014,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0486624737872239,0.2626860585447136,0.2283162118070462,0.2581048260015275,0.2502907639790857,0.0,0.0363499521495194,0.2724041702673204,0.2384004757989702,0.2142634490926449,0.2053562432707831,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0399949583307035,0.2752152893727005,0.2290078081783111,0.2581942290556582,0.2526907964513535,3.0,-0.0435566411039569,0.2815267243374217,0.2300640469987679,0.2201609182725313,0.2066799036318584,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0364366479433673,0.2639580441119523,0.2248660551987681,0.2612234824504927,0.2511508493216372,2.0,0.0086626959951034,0.2780698680892751,0.2393141266269147,0.1891798539505149,0.1861607065025197,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0270985709995916,0.2674804499617917,0.2350771414102817,0.2487784259714856,0.2397147634158265,4.0,0.0288627145174851,0.2664173626810477,0.2309510060649393,0.2445532027269772,0.2188245808709205,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0282579711116534,0.267601996205455,0.2355976540438476,0.2408930972055005,0.2348148747010716,1.0,0.0322553711569933,0.2648341847924864,0.2315469925757259,0.2701624659367411,0.2386819897563671,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0637232154763751,0.2802510867996718,0.2297884972641469,0.2515115826034299,0.2387115245213604,1.0,-0.0941284167313718,0.2803613833190516,0.2310146975700202,0.2505307954614625,0.2551044088086124,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0427430108754256,0.2661047051715745,0.233073833728895,0.2591945549078287,0.2433023447166981,0.0,0.0275505072883592,0.26310302692722,0.2316322616360071,0.2397143379872459,0.2659500993446841,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0519346281436223,0.2621476580229316,0.2269049635659921,0.2538083888677122,0.2485241668505585,3.0,0.050428149900633,0.2709819233518191,0.2326149346426015,0.251535115065826,0.2321829033217361,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0456640721615106,0.2649545855023046,0.2324509535129745,0.2464992371311967,0.2415623592798575,2.0,0.056336034854428,0.2623765499191425,0.2255157112435002,0.2655415621911808,0.2435609231943533,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0416267517343273,0.2657069927246756,0.2286777873398663,0.2527865184273448,0.2472532533452884,4.0,0.0277825091712489,0.2655467544055851,0.2265958503628021,0.2286117982405195,0.2245228279497759,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0269948425247312,0.2748401590770631,0.2389097446201328,0.1188063103431018,0.1144295372854981,1.0,-0.0301905718421662,0.2743199051140887,0.2423068722556619,0.1193734054702745,0.1072543992902364,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0270815864190905,0.2724731991424488,0.2329930358038128,0.0584633233087596,0.0510910783063774,0.0,-0.0377277112257652,0.2847581040236547,0.2422427804939582,0.022381994363998,0.0230651223493258,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0148632004675071,0.2725544548631969,0.2346699997953087,0.0654577747575547,0.0662505506224239,3.0,-0.0189284184299913,0.2754270796148746,0.2383852712638542,0.0566125604814753,0.0459746727206416,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0166448085006227,0.2729230208460375,0.2322514014326319,0.0981878904698892,0.0918796107608835,4.0,-0.0249031421169119,0.2753694745393401,0.236965780017321,0.0708746275064049,0.0617716412505281,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0323322483993515,0.2752027128748869,0.2397762270546385,0.0865559351697867,0.0859609365364073,2.0,-0.0281930243786723,0.2754113157960522,0.240554408100255,0.0771206008708199,0.0855338519848698,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0140604302699114,0.2748614388143136,0.2425390206994586,0.2554522470011739,0.2495963044084767,0.0,-0.0364066107584575,0.2677397616551936,0.2360388764578973,0.2688026302262254,0.255126560369973,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0431087014363724,0.2653539848447118,0.231805039242562,0.2541325934323635,0.2423821862637341,1.0,0.0372923901812887,0.264973935381994,0.2311900614320164,0.22504655297543,0.2123058104092887,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0425868613762634,0.2657405737638917,0.2280500314670491,0.2587203442710089,0.2494209371260181,3.0,0.0128874506199642,0.2661724380531469,0.2268312417881568,0.2210067304733858,0.2194023459498498,3.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0545728069340831,0.2758162850120854,0.2273806534328235,0.2449858039883737,0.2277942320866965,2.0,-0.0979215027156668,0.2935837905104976,0.2382648618843245,0.2309417389890175,0.2343993716725272,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.027760326513909,0.2689051644130829,0.2283150749570529,0.2552495541540759,0.241730756039474,4.0,0.0312082561322929,0.2597330094625169,0.2213312214841623,0.215153112700191,0.2127731980612928,4.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0414479357963156,0.2648918574080817,0.2302245400021229,0.2344839710166786,0.2328028696513661,2.0,0.0667669375346748,0.263602251189536,0.2298760942485936,0.3304652696793211,0.3097823935687596,2.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0451760631999118,0.2646538412280061,0.2311536038306451,0.251719311359927,0.2427663728167657,1.0,0.0374712739988513,0.2666110189850993,0.2336897097371728,0.2304232844686394,0.2188837389831342,1.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0040073569790339,0.2714776880342429,0.227633495280553,0.2595620321543139,0.2514163276670616,0.0,-0.0153135751593835,0.2689975738449863,0.22541381487761,0.219239005186871,0.210475960760042,0.0
random,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0307807220353596,0.2673015718697007,0.2287737702645649,0.2352145279045393,0.2288536461126142,3.0,0.0295580755004905,0.2647905343423705,0.22881510354064,0.2663542654417247,0.2515309543870553,3.0
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random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3164879562334224,23.512268084823543,19.17337676973599,0.5951361506888478,0.5928031234645685,1.0,0.2507868831626074,24.77569707641455,20.240750797657743,0.5336439428220316,0.5268291046435118,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3557088526962245,22.84656680695822,18.416745578198373,0.605328680239605,0.6002567592113245,2.0,0.2607669258952331,24.531161297327056,19.8632660970882,0.5242476957303486,0.5188722178970862,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.288738208405255,24.020173471847293,19.80435599403895,0.5459641534804018,0.5449115505067684,4.0,0.2389545978927973,24.82450451797887,20.49154692880068,0.5002813248986124,0.4981950419550769,4.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2893201558693919,24.01179032926257,19.645065998506844,0.5600973459400671,0.5571148918627178,0.0,0.205815506652975,25.35249267288569,20.64159030516569,0.4885352326378502,0.481705546800287,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2776084689076598,24.19188694067145,19.83022185331276,0.542733230554983,0.5397974974239566,3.0,0.2188740225969528,25.21404089496969,20.778132370297698,0.4858812867236707,0.4783615757887027,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2156201284095912,25.24903670277412,20.680133892662283,0.4985647224412739,0.4957290545492467,4.0,0.1970820057071601,25.400235322176883,20.74801319596233,0.4779608930661758,0.4710895520260917,4.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3462308187588553,23.010761108498446,18.53184597423836,0.591642796925266,0.59007179681515,0.0,0.2475405991248724,24.76347011361476,20.022211942489385,0.5139367200177059,0.5074592859678382,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2958766195452342,23.907168929667627,19.50781230907205,0.5457337946598145,0.5441681657130442,2.0,0.2453857851893408,24.68513473668801,20.155800086700847,0.4978276601143538,0.4956751063893013,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3381521341848325,23.13227164675417,18.841172988357737,0.5958951749090965,0.5930642845186418,3.0,0.2334672397506931,25.07437695969948,20.42641642475295,0.5127043916720277,0.5057216103308322,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2657763628045341,24.44376229528516,19.84645682132929,0.5363830362618247,0.5371988229761426,1.0,0.198243943884808,25.31421842355965,20.47712037500037,0.4886249558500936,0.487030250827228,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3577816779705889,22.81748920675028,18.37403102899131,0.6045351851556909,0.6004447030761574,0.0,0.2677934322128044,24.381317141422542,19.582030069030008,0.5293603554857182,0.5232078543360412,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4029484655633435,21.9788540069246,17.380087754681785,0.6382723334447966,0.6345522959342539,2.0,0.2451332082969358,24.852549808679417,19.768709022396138,0.5242775428836219,0.5203119442575366,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3489206306015995,22.944080783732208,18.371047014428267,0.6041767377590951,0.6004536711831747,3.0,0.2427357571123564,24.924385422525454,20.0981595392958,0.5244496054707855,0.5187014201864328,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.36228554435625,22.73063139825531,18.17712629301824,0.6164301660512796,0.614093118639311,1.0,0.2339558747914445,24.967446786214605,19.896936270793297,0.5141919463671043,0.512947690127208,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.334996119484689,23.23111236174956,18.601417011571545,0.6103157209098438,0.6072425843640423,4.0,0.2328853305156261,24.901707873315377,19.934288718650954,0.5239430905627543,0.5191124707726759,4.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3071746081877261,23.727821714176432,18.840217070286467,0.578578315187533,0.576540480131969,1.0,0.2187032182910605,25.06448025481357,19.89632451979828,0.5188953621497431,0.513997662510941,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3185462929601987,23.511661326815045,19.32687256007167,0.5799407293710699,0.5828949131283178,2.0,0.2382054541739041,24.835111833440543,20.600213852803176,0.4980999967777513,0.4927805045644947,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.308392289309787,23.69968457799899,18.84213968433644,0.5931006255099773,0.591411151480633,3.0,0.175848173173388,25.774251522858297,20.46853319138776,0.4975220046813279,0.4934601635211326,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3447336688298416,23.03698978577974,18.65185868901053,0.5996595189276188,0.5959758859416967,0.0,0.2508242978103968,24.706468943731107,20.027492630098106,0.5201931848462454,0.5159897290717883,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3469030768914473,23.07420968473704,18.55964349356245,0.6055487015326138,0.6027476831614303,4.0,0.2384392428595853,24.585967073316706,19.75599038083172,0.5174391612754753,0.5132942717860793,4.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2824463550077942,24.166571726022063,19.789855990390752,0.5989126910191671,0.5993947489345609,0.0,0.1766008815696222,25.64890999080552,21.02370486489235,0.4984302264991777,0.4934876715181205,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3908501658445182,22.21835517196703,17.988297874027943,0.626578767243199,0.6213439398132047,3.0,0.295558705310637,23.93063596545064,19.37146184216,0.5454124981809465,0.5386003388707188,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2860265961556818,24.12680207166498,19.59432941989553,0.5660597160460141,0.5631867294580042,2.0,0.2035219052823484,25.130773223757423,20.38505224956207,0.4951047001217508,0.4882843895385727,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0310397937261677,28.07790472831324,23.74171635638036,0.2663375339678485,0.2754738687945459,4.0,0.0183433561798511,28.02387767448453,23.669199803240875,0.2512385907756564,0.2589034416551203,4.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4050141267075365,22.01048094748184,17.575804881385753,0.6493178801387076,0.6464795250857801,1.0,0.266437018028732,24.189277614245096,19.44367605363625,0.5472391290440812,0.5401631869909874,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0017347057090897,28.49027238019882,24.21939179237326,0.2564282580217319,0.2595622769981228,1.0,-0.001888842716426,28.5480296266361,24.243110632590888,0.2532678941415932,0.2547927499266575,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",4.327608095544555e-06,28.489137480311364,24.23217191547881,0.2510022712376166,0.2696218000943298,0.0,-2.5485644846945377e-05,28.426787356340384,24.16061217833176,0.2325472868402904,0.2509159430677218,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.001527991519272,28.501464237023,24.229389424021186,0.2377964795575831,0.2449560309066598,2.0,-0.0027131780246254,28.501364232032035,24.209182016944133,0.2383651898536138,0.2439702356547699,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2440022814603832,24.76726377121044,20.344494623516084,0.5020014893870869,0.4934504403735549,3.0,0.2214163128646655,25.096952190351427,20.596845808955045,0.4802954975639025,0.4740599853101904,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-3.206598607907729e-05,28.40250867598888,24.1160854423546,0.2718337846762718,0.2687780645470615,4.0,0.0001283991673836,28.764691106662017,24.60719811977313,0.2931179039154487,0.2931836805013765,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2418876928823596,24.76675732460968,20.53516160030844,0.4939073824034654,0.4860133248848957,0.0,0.2169506591104737,25.311826384741536,21.01009615535808,0.4707342157625839,0.4617677408417709,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2476325955712083,24.64476193210336,20.47626615681584,0.498533931221089,0.4895793755196659,2.0,0.2446485997682678,24.964951102929355,20.82555879888976,0.4958213799616189,0.4892488448355384,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2440444980572671,24.808609961885743,20.64361408773572,0.4945957301656711,0.4859262890797767,3.0,0.2210662613116422,24.930942951792,20.72848986318069,0.4706947883339446,0.4629521145387988,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2429450037119135,24.71894077820558,20.525424543104425,0.493027511402487,0.485367403378023,1.0,0.2308445537639757,25.205731246370444,20.98469778625369,0.4804842429057913,0.4746145480366821,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2222411266083545,25.070472251941723,20.86830447365659,0.474357616800397,0.468798833078599,4.0,0.2153871183127053,25.39078559429357,21.189058033104985,0.4653703596563259,0.4583846784456288,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2352351545202581,24.891488915633484,20.76057263676138,0.4961331641529277,0.4884683097926346,1.0,0.2135718305991063,25.300504024512875,21.14120960817632,0.4715832516042484,0.4639626620933852,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2845524921612761,24.14323038558956,19.76653009247645,0.5454481359323748,0.5377350111872812,0.0,0.2324139436615807,24.713260733979656,20.28242791644117,0.4941144753646277,0.4883702405614262,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2707368422491448,24.30756284568632,20.144139686690384,0.5204266972506038,0.5082719544866298,4.0,0.2452110317576528,24.78291444829747,20.625799805490228,0.4953895859782561,0.4901475588559503,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2507623790228459,24.64359130804749,20.49664322996055,0.5171173467041278,0.5065287037605627,3.0,0.2365603857477847,24.90322732217579,20.56904217889212,0.5053000982962302,0.4959109750610698,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2859046501245986,24.04897959515308,19.80785152802717,0.5358956772427168,0.5252691782916311,2.0,0.2576085392345224,24.587484769777763,20.27988807729488,0.510912875823886,0.5051591670400727,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0070401033712383,28.65239386575311,24.35376065053613,0.0072255331725551,0.0067617500944678,1.0,-0.0071012736932971,28.26361081115958,23.92680453127216,0.0105213727636512,0.0106376350002678,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1010878345853012,27.033901023355163,22.755406767796654,0.3195751834256525,0.3048277017228033,0.0,0.1028509376887329,26.829807819997296,22.56425536768627,0.323014847773899,0.3051332993146046,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.048458166403218,27.79812142908851,23.43844482150164,0.2263899154708114,0.2063525793800095,4.0,0.0440665854286955,27.76114297497441,23.458326719908413,0.2194721583452931,0.1984177093474193,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.083679093723069,27.21797672193568,22.87663393020452,0.2924592152155395,0.2587889697988084,2.0,0.101954100476604,27.148718290962083,22.951776153091394,0.3197220021383468,0.2872670089335282,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0496073741643886,27.70775388180641,23.37736784194868,0.2249900380788215,0.216932794075715,3.0,0.0585012924316791,27.84209708965749,23.55251545189733,0.2420986194992281,0.2344856174308223,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.0048493065628604e-05,28.506891779230035,24.2476670592541,0.2463232754061091,0.2587054364759759,4.0,-8.95470598223369e-05,28.35491214245779,24.099847466652704,0.257082460836752,0.2702256069523981,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.25029795381171e-05,28.52737343257756,24.28009901801565,0.0596436535341258,0.1020007984029675,3.0,-0.0003052431389169,28.27855855424876,23.96456669458131,0.0746854995063417,0.1084750545583795,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0579779564504691,27.74693421753121,23.53556395319044,0.2457247216213422,0.2299348871642033,1.0,0.0612667745031939,27.15358968805576,22.849131542981706,0.2518934339966359,0.2360789086606804,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1188094249722876,26.72817738625431,22.5672356412828,0.3482835859130257,0.309879920223438,0.0,0.1135216542484798,26.82521048496673,22.58671928907808,0.3400319914162576,0.3036285440001012,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.604793077454204e-05,28.480314504112062,24.219486494529725,0.2540893919866131,0.2672474216091876,2.0,-2.886044067818005e-05,28.462873544553503,24.210537682380973,0.2700766733193309,0.2747570854309775,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1976627693700191,25.528742616004845,21.073863376296952,0.4637144724872038,0.4548612059617243,1.0,0.1794469241498467,25.709290315227275,21.293969847537067,0.4440658170228668,0.4344367649519726,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1678510274265564,26.013071131708426,21.71355271522033,0.4172201359558675,0.4110477521509909,3.0,0.1688826057716713,25.8154539713563,21.476134081622288,0.416564344935019,0.4121626494296053,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1879273024039123,25.61339060355891,21.37543832988876,0.4374401169269937,0.4296172048806783,2.0,0.1864233042525764,25.87313213420102,21.590772043999834,0.4342728352332792,0.423352572347049,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2106906707958746,25.314391390556,21.160233804180464,0.4597349208733399,0.4528800723706407,4.0,0.1911073263062301,25.550211216968577,21.347053054785544,0.4391218841109977,0.4247527332642484,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.214142734933052,25.24766924972971,21.133084133374624,0.4662293421976208,0.4581365905696552,0.0,0.2052348767447512,25.371910585496604,21.23785665011304,0.4550874517772839,0.4468962386799611,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2447325690518336,24.72169601369324,20.36778556409053,0.5030105455045313,0.4913216659166254,0.0,0.2362333015203075,24.99207764498337,20.64568995393073,0.4953734776707718,0.4838758481375249,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2192050996873534,25.216350064331195,21.00891917047563,0.469110020213368,0.4616186443681685,3.0,0.2174909739570996,24.971194295161983,20.80461231729015,0.4672674834495619,0.4617027866262818,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2191116181163879,25.127434447128145,20.79279868300724,0.4763471223931642,0.4653094624972558,2.0,0.2019182261291109,25.58718533170709,21.179661287199583,0.4614441804100022,0.4531375392503685,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2161924728405719,25.23246280941942,21.112960238823995,0.4685752687366737,0.4591729862272535,4.0,0.1996046547920129,25.384284492811183,21.27965386792584,0.4518179455581965,0.4419257745316435,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1424225307209767,26.375699939240413,22.08623805849556,0.4025024338939404,0.3924363825455086,1.0,0.1477340590551508,26.26619772564845,22.018192658526985,0.4023005995624729,0.3867041073723872,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0095076024744074,28.595718007627404,24.306172490560268,-0.0096979943502301,-0.0100929998576505,0.0,-0.0080048858428753,28.65324073867169,24.343453692172844,-0.0021770227671621,-0.0006632665565957,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0623898196506871,27.590190005184144,23.31890621585622,0.2590002339527602,0.2531919614757575,1.0,0.0663064256902407,27.45187365288788,23.20102558604373,0.266641444532692,0.2590667753853942,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.04490575667965,27.85317309572389,23.5204655557606,0.2278538404696938,0.2217186914885001,4.0,0.0569543140673434,27.56136002458926,23.27281814771452,0.2538830289765746,0.2523044519392715,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0742433967519923,27.45159963678378,23.12456374979823,0.2742078390453267,0.2411839070047926,2.0,0.0642507243232826,27.33117966456255,23.078554694370126,0.256865347117459,0.2233681832939691,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0528124792561339,27.719804992676035,23.39193931469447,0.2313163378322636,0.2081166253563482,3.0,0.0603216276251141,27.578250617240467,23.19934790116519,0.2458051869364179,0.2249651226836133,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0017284935735923,28.453165814249807,24.190854565027387,0.2286392362796495,0.2481524559034408,2.0,-0.0011482181687958,28.68417545293883,24.35877553807872,0.2286949727545647,0.2422365174559164,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0066303305322906,28.38981112697409,24.13955696132964,0.0825526843884814,0.1759838770958703,3.0,0.0076982410475624,28.326236572251823,24.04950967180408,0.0912945473489993,0.1890624288951292,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003052888581476,28.477524194757407,24.225515870100296,-0.044476293042593,-0.0158238024284397,4.0,-0.0002462360070167,28.49431078736792,24.17778003429691,-0.0340743255553042,-0.0053558535222689,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.9638430076992535e-05,28.49534282024696,24.244603865674915,0.1465255153837545,0.150875585066189,0.0,-4.945413527446263e-05,28.405596409469787,24.116722242497826,0.1338763938932556,0.1344998753930906,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.525654016613757e-05,28.478175661422377,24.222134791828807,0.2533368657195897,0.2556902065805544,1.0,-0.0006148713542151,28.4709042536772,24.201358193972663,0.2747161813067516,0.278542367011503,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1772335784121302,25.873655014961123,21.542093406059127,0.4257476370559618,0.4204532000484927,0.0,0.1742513558742409,25.701268970300088,21.34110241621671,0.4245498007574526,0.4219449025359039,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2008216151485793,25.53145441744116,21.367279582935844,0.4609446692897878,0.451584609791487,1.0,0.1933538872605443,25.27434129237254,21.00841361896656,0.4514369758675305,0.4452515145924942,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1866507812667148,25.634909463160067,21.34290037998965,0.4346982908175758,0.4262764432341032,2.0,0.1842673095689659,25.907235922433724,21.63211902656094,0.4327774090401386,0.4278894831745887,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1914165819164429,25.590654284232453,21.25520895441614,0.4579952804989672,0.4534464206568083,3.0,0.1915102827956523,25.668893734892407,21.376283987229,0.4577967323782581,0.4513297094346163,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2178449896682838,25.17460806121048,20.88100646560596,0.4673683553325386,0.457753501835777,4.0,0.1989134887924053,25.52743224844861,21.26200955152694,0.4484234198223439,0.4393272239537388,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1855361717191371,25.66707685530484,21.443216407764208,0.4337325005642009,0.42746696176105,2.0,0.1817797558658076,25.88757675813685,21.613514716477503,0.4287504849626578,0.4239506719020131,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2268824209825733,25.02809233873336,20.78530709445358,0.4797715085658638,0.4732700022565232,4.0,0.2164280956236567,25.247252094858943,21.001779326192587,0.4665677344829371,0.4634610500352099,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.236025607857792,24.871502463286625,20.7330452886391,0.488052255998336,0.4801671497777204,0.0,0.2308957398937943,25.042098848245224,20.92424038449638,0.4815445770754381,0.4741370265730217,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2331249823313073,24.938147767460155,20.77183464433463,0.4833595805582759,0.4713352034294185,3.0,0.2254770030086718,25.05721158055556,20.80029425697428,0.4755167293945066,0.4657918412102614,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2466722395584031,24.724165030874502,20.54435587783443,0.4971948686696883,0.4877726426004173,1.0,0.2229589981048465,25.0666182230474,20.80826891049433,0.4746419023296693,0.4608174216991709,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2346542300363414,24.87963321263093,20.45593907061265,0.4960877479528547,0.4893631358077813,1.0,0.224799246871573,25.204642619197493,20.803605410266663,0.4857773589107316,0.4784456776768011,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1630911308613143,26.06324272531608,21.731464448833293,0.4240071425392872,0.4145269239979424,3.0,0.1548072671078667,26.129246259655112,21.82841310702191,0.415446467117498,0.4066586683894889,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2112239924664267,25.329291190917505,21.085479876185605,0.4617808754117128,0.4567365125436949,0.0,0.1950050714468857,25.39388549210772,21.000920722910784,0.4455061994625491,0.4399106870953634,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.239669518838016,24.78126310493498,20.491767703862063,0.4919522989699887,0.485020089283028,4.0,0.2416256847359996,24.98905608993867,20.749770838281407,0.492477583739991,0.4845613685513219,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2310899536780098,24.966593776613365,20.68526582994373,0.4813316756952313,0.4733518844286676,2.0,0.2295953807760994,25.00896459639324,20.737211932029048,0.4798306528418735,0.4705526440795825,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3433160047780962,23.06396218943475,19.01969437587223,0.5892881517216464,0.580367844616446,4.0,0.2939398403680331,23.978001441836387,19.841756852074194,0.5426903046016487,0.5301764332955753,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2870252135202467,24.088349268750854,19.89341831862274,0.5375079756021619,0.5257045012957218,3.0,0.2484988261036647,24.50607243419003,20.34841936691136,0.5022244231046342,0.4931741509446875,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.251467051504026,24.62961197739916,20.445268165544903,0.5051150565852172,0.4949904522212467,2.0,0.2412242192256986,24.833984126011494,20.510906814470093,0.4933856156834982,0.4902405896674995,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3818110909217216,22.403761019179743,18.17741230799092,0.6182455681692325,0.6103679286728868,1.0,0.2852223135218533,24.0154017567432,19.54196346508769,0.5394046938431764,0.5277684854876593,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3107624475386162,23.60506716912749,19.463683071670616,0.5623905650031404,0.5548826150212623,0.0,0.2716077633195213,24.452644368898085,20.2995690841758,0.5235028390981507,0.5166235734463356,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2538292281053939,24.616245800343965,20.35658080684767,0.5056436920988828,0.4975354716672981,4.0,0.232291771318392,24.877634899465967,20.488695438363624,0.4844961315386714,0.4789896086750427,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2234006327924713,25.03290304154711,20.81922464943321,0.4729149308176332,0.4679352769664059,1.0,0.2007443931179953,25.704406269326668,21.30496057255144,0.4491837747706116,0.4411356852573043,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2339820891138264,24.93001550979659,20.71365021820319,0.4864086365297805,0.4783408198727234,0.0,0.2376331658952707,24.83796834663726,20.611161134586112,0.4900223129890237,0.4871138710078413,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2454419636242087,24.780335199438,20.56181913798236,0.4956682050021624,0.4857621244631843,2.0,0.2283258219797294,24.83651305925479,20.61916754478552,0.4778433821300244,0.46895218950141,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.223887412746373,25.12658441170999,20.886159480677613,0.476656406977577,0.4699661818477273,3.0,0.189978419027917,25.46762129217344,21.14849118203199,0.4424367241845607,0.4316051056713246,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3062479456418762,23.73752805250469,19.591989929258105,0.5735323724007146,0.5647955358875947,4.0,0.251787276577328,24.55368978756597,20.2428528784484,0.5239192448897716,0.5176366950346937,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2823054151603733,24.09561758228758,19.82512398778756,0.5472414405871464,0.5388122679758856,3.0,0.2678365938814254,24.483075896008323,20.12555147644259,0.533943601731516,0.5236084486272142,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2585988367444675,24.53952922867659,20.35949352180887,0.5181286514900695,0.5094629049594327,2.0,0.2252040795353017,24.98178323390833,20.71672256874008,0.4896819324569831,0.4877820796373935,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2594118083121619,24.52790962077685,20.24392708709536,0.5102040673617878,0.5007243314293118,0.0,0.2081283665039861,25.24989069454546,20.879178592475395,0.4622251608142935,0.4540405518418439,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2588317379293127,24.492925509886373,20.29234785923087,0.5175020970040913,0.5090790238676568,1.0,0.2379139802665455,24.951156960917004,20.707324817852907,0.4936407260252287,0.4839474344138827,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2728711385651448,24.264040054019965,20.00869080175692,0.5236254874008295,0.5170894745335727,2.0,0.2715270053029068,24.37830930241704,20.11209542291786,0.5214075280585022,0.5143491425092702,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2347735862328754,24.9198254110889,20.65715468059072,0.4879587509211241,0.4797288253299713,4.0,0.2139955694275326,25.203281469176574,20.93365642512525,0.4682214411436456,0.4628111209197591,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2678438373348165,24.35950321098852,20.17239012254729,0.5183989491794398,0.5075709101964097,3.0,0.2507632045667196,24.676773094555173,20.419849184166008,0.5013649478522871,0.494595383858373,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.220638742244297,25.08409055112423,20.85806773467872,0.4705824546362469,0.4637589537030251,0.0,0.2333061309441481,25.15374092396431,20.942611486756626,0.4842958993196732,0.4778141235924654,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.222383040233018,25.0984491418678,20.87924777420885,0.4806575148891436,0.4717767052799097,1.0,0.213788580409691,25.30210965044967,21.09969657591657,0.4715252570513799,0.4615836140688291,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2722314673350345,24.317097230293506,20.008875400129664,0.5272441752171628,0.5190499738290323,2.0,0.2333897788184659,24.82890324427285,20.26924332195272,0.4935850590256296,0.4850094301923199,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3186292424988626,23.47176642567211,19.34125088591698,0.5698718084060337,0.5596900318747646,3.0,0.2616281360170207,24.61057624338,20.293633263372623,0.5133416163782348,0.5087434704957307,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3557200386810661,22.864919093209394,18.73486061324258,0.6005565345234158,0.5911122576556178,1.0,0.2850317887138143,24.04706529574292,19.74616755053068,0.5386304114552249,0.5279159485284957,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2524447780399846,24.64931745582798,20.3686494518641,0.5097107242269467,0.5039432549857427,0.0,0.2052313673960537,25.27114499516644,20.87051098557201,0.4655780398937883,0.457929996312597,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2658942357511157,24.38012589495345,20.303826314555963,0.5186300940317743,0.5087020306687468,4.0,0.2590046415916108,24.588122664873545,20.431989216380213,0.5125498803421167,0.5016182604136392,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1774281898064833,25.806875657025724,21.48144331811615,0.4388259420654516,0.4313288861075708,3.0,0.157593676081288,26.21851027289373,21.877346744179714,0.4195784046466526,0.4186927446051731,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2455143338752048,24.809384394511248,20.507861032527668,0.4967914672068164,0.4893351661916621,4.0,0.2238324808561472,24.783525468743665,20.36432294964838,0.4763790161695795,0.4702717647912527,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2305664245038349,24.97750899032322,20.725716642111102,0.4823621535151349,0.4739890281584548,1.0,0.2197305851851559,25.15566609045374,20.896382801466107,0.4734040507088713,0.4635426140392451,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2335479619078314,24.89368023973214,20.51329946461931,0.490013196401364,0.4827673118687328,0.0,0.2186855668922063,25.31763324464093,20.84403623110061,0.4741536480102515,0.4730588121009378,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2319703842151242,24.95790200682364,20.735572645285263,0.502817396984868,0.4951112901389062,2.0,0.2242424195435963,25.07468556942861,20.80174961562609,0.4931803726405394,0.4872226584120379,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3037430287937185,23.719653236127176,19.48690096530874,0.5567379089598028,0.5495860030548839,4.0,0.2795661882180222,24.33878881551932,20.076380552264368,0.5352969002597034,0.524875576467254,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2541217930904257,24.630306152341,20.33169988562473,0.5276784376072218,0.5186409652428896,1.0,0.2135994258496698,25.10173800703024,20.63970731801582,0.4861047272576446,0.480504605009625,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2849690327414876,24.06543738383468,19.75133513977033,0.5426679324919998,0.5325839130245017,0.0,0.2475000896245147,24.750977685192147,20.380007371347745,0.512384238490394,0.5010690376549599,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3128705783580852,23.629552334899188,19.40401161966676,0.5622745602928245,0.5512028419010119,2.0,0.2764332968113639,24.11829062539862,19.8879308656382,0.5284004969105004,0.5151788152738386,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3128900436472427,23.61632381614633,19.332808734567426,0.5621207298478419,0.551068154460853,3.0,0.2543883164657271,24.54108388428562,19.9810937139212,0.513480204625918,0.5061823118008448,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1509648546813987,26.20149409520221,22.03581523108244,0.4063961371782356,0.3972908031519743,2.0,0.1547731317321192,26.32724783986369,22.16262392081612,0.4068811974132222,0.3975017788022768,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2214078512070767,25.160260066568725,20.87582355053644,0.4706660261284635,0.4663813492855976,4.0,0.2029747106687554,25.285938727347222,20.93620196794522,0.451536776633316,0.4506194926533655,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2046240209217923,25.432811402124337,21.10665754141526,0.4568253467365638,0.4520197860457273,0.0,0.2120550886921387,25.13287267595556,20.87710296531759,0.4645887607052303,0.4554174403063898,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2048762297425795,25.408487662173336,21.017426177953325,0.4686512338091879,0.4627521413514051,1.0,0.2094588722925778,25.25319157297159,20.839757281266213,0.4713816670118105,0.4629826985744972,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1566981695868315,26.20375214261319,21.95751234961328,0.3961834487206266,0.3866941379575932,3.0,0.1625588973870908,25.845137409250302,21.654789117861544,0.4032570295236584,0.3864253815411629,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.307127718100204,23.71165686749051,19.617870922548867,0.5581779467912229,0.547854365718561,3.0,0.2695322951975815,24.30561613211785,20.141221460339665,0.5230826118926337,0.5098637443405306,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.270389621158696,24.40253997583748,20.08155995667686,0.5252843566696129,0.516839472011237,1.0,0.229319156812178,24.673682725509725,20.26776893030368,0.4917848625579718,0.4800180652693466,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2564934296634965,24.56118711891037,20.40863228260425,0.5175894404818528,0.5069498437185642,0.0,0.2371252927608272,24.84525657278184,20.619381489938444,0.4984634067979981,0.4903590795211088,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2514862691282803,24.657878221602846,20.622905201344604,0.5047517394063261,0.4970098931507746,2.0,0.21718923821031,25.105670331701106,20.913128926857283,0.4677304151481277,0.4599546030774268,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3309903399121834,23.27400927044528,19.1427157518329,0.5774435799939025,0.5666578987203125,4.0,0.276616846174291,24.29441429147783,19.950174759255344,0.5289459526929012,0.5175614965809319,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2093476869661278,25.302158436864264,21.095992379021723,0.4606030683697021,0.4513305905889426,3.0,0.2056529643210415,25.452125130178405,21.216757160269847,0.4544946532274166,0.4484308825556107,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2447878309650336,24.71201668864806,20.49950996508372,0.4963377034304736,0.4875848512857251,0.0,0.2390378416026908,24.98091786889843,20.68863282055475,0.4910163128380828,0.4789231055369577,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2053385891875424,25.34458793230226,21.00798937736803,0.4566487030138664,0.4512726021296953,1.0,0.1957678475800338,25.69540398303356,21.38970059491505,0.4460746289110353,0.4401645050626956,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2146208905772268,25.207462099161944,20.9079670658512,0.4642381380502547,0.4591103417186869,2.0,0.2028379541424364,25.53952433864831,21.184158602347537,0.4517551784964639,0.4452585126297586,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1700890407385018,25.912620337879453,21.6557287116858,0.4155819197810046,0.4130336729829263,4.0,0.1510487384630213,26.357026263499428,22.06005974160654,0.3929150524235723,0.393492610889542,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2782814211667751,24.172223471212085,19.96338228678717,0.530053614858532,0.5203160517804384,4.0,0.2733899669556092,24.351662348693647,20.1333724080951,0.5265225715650759,0.5191756265475865,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3042523439771236,23.726472963749064,19.55487546885764,0.5533024519619973,0.5426435297723228,2.0,0.2721028554748688,24.402891905135665,20.15460138250572,0.5229517427073297,0.5138521442394299,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2721143089115313,24.294257477908744,20.099781548800056,0.5259707056890679,0.5151182433473703,1.0,0.2449506511785165,24.748450869888025,20.559118907209,0.4983512746472476,0.4875298361063006,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3056847078941118,23.753766456599383,19.572299003723508,0.556115586010671,0.5453064600385376,3.0,0.2649842010483163,24.309194431653555,20.02790040268374,0.5198485866682501,0.5095267431022603,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2634396968721435,24.45876160565941,20.297494454055084,0.5202172414234918,0.5095919626111983,0.0,0.2448374237207585,24.66830406096204,20.51304996379924,0.5008524056034549,0.4919800701483792,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1826170842612581,25.742133260841207,21.49353328377073,0.4280339339717007,0.4207204258461847,3.0,0.1454316072087224,26.33822416627544,21.962909192394232,0.3869255602517304,0.3791586540015292,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1776323344900982,25.811713767530016,21.71827112481472,0.4271079688524946,0.4151449023335095,1.0,0.1633143811539371,26.09626815187892,21.954987532195315,0.4074764832328932,0.400220420993966,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2043239027639244,25.434771520938256,21.187434918415263,0.4528663838031462,0.4454024193280944,2.0,0.1917799634494543,25.463487989646268,21.217952296254524,0.4405473256162932,0.4367409872143426,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.194062780534691,25.56787285843653,21.156524355911703,0.4585693792478792,0.450601203271472,0.0,0.1966400815555079,25.49770447458728,21.11847030938784,0.4580171547996954,0.4525215555096432,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.179633669796733,25.77540758405932,21.5208078007517,0.4242509047615102,0.4182364226558867,4.0,0.1711708309454035,25.990116957614102,21.712623156112627,0.4143841447218782,0.4114963448722937,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3568401611327536,22.82796850616357,18.592879196599306,0.5983918664300505,0.5885751408477642,1.0,0.3114087899293928,23.66984847419606,19.32025610371891,0.5590306450285282,0.5491327020538154,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1834522610370901,25.75128504430444,21.60225764538197,0.4293005732249967,0.4266259459571731,4.0,0.1594263317403552,26.03141215174733,21.70842468030757,0.4002631864956113,0.4009490318927697,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2330745715069135,24.928977315833773,20.772215621867563,0.4866915718669912,0.4770545202680939,3.0,0.2253313436679949,25.10094082549998,20.90293639179693,0.4797265513218596,0.4692822750527905,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2655694537554676,24.414477745209144,20.037892922840264,0.5252901793266819,0.516358486112874,2.0,0.2488619754861407,24.629256584635822,20.240044978369266,0.5124932240940863,0.5036477349606014,2.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1550246423017415,26.13798309530092,21.865343019734496,0.3952104948719855,0.3949892445662504,0.0,0.1640179103714083,26.186199504570467,21.871827593161807,0.4061153788675635,0.4105470277176976,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1773856639875181,25.811095880250136,21.526066551619262,0.4293096934678733,0.4207420757631117,0.0,0.1661242098497694,26.071017823058625,21.78813171426523,0.4165682255021276,0.4119500945256967,0.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1906091272344096,25.70679279726744,21.32213259153514,0.4511254755171475,0.4438763987810593,3.0,0.1690305729647588,25.60108241323631,21.181806092715107,0.4331751244561586,0.4247526291134113,3.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2114376596799622,25.246757685225244,21.082785786562308,0.4606071970953727,0.452978784480535,4.0,0.2139931239205583,25.40607579648005,21.209499559293096,0.4632552322924899,0.4592087505850338,4.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2081768540763918,25.39244140923464,21.15197182888356,0.4709795549670444,0.4629053536804773,1.0,0.2058147259311751,25.165741509068383,21.010983430110247,0.4696122884248864,0.46049024731361,1.0
random,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2046456844103097,25.47064705018317,21.188284450548107,0.4550183698959195,0.4472295243493824,2.0,0.1827336617967675,25.43938076254769,21.203725254417208,0.4311199814520593,0.4246785074102843,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1485125804827962,26.299102787396617,21.9166108191894,0.4278213891542473,0.4167321166408376,2.0,0.1213937845641581,26.603136381735588,22.30143235616044,0.3950787382862475,0.382819029535033,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0034491602994159,28.446411164698365,24.17544101844563,0.1910086918748982,0.1754785900602039,1.0,-0.0023523151827999,28.824324559173828,24.588289508709817,0.197375615122161,0.1873786537077864,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001091721661108,28.41804421935209,24.14696293193273,0.2628364720238123,0.2513436105437424,4.0,-0.0003172741426773,28.720268454008217,24.494741367139547,0.2412104447229286,0.2341436920347748,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1421400182133757,26.389276596408934,22.079276714391693,0.3836220317588012,0.3713355724538213,0.0,0.1318168789517253,26.47430255368089,22.17061233668388,0.37388812896972,0.3618486085985811,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004986874355965,28.464934100479287,24.21578584880192,0.2032700117485256,0.1903385127052236,3.0,-0.0006031477595502,28.560628353319565,24.273066431089045,0.2242184855579063,0.2038785059675388,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0106919767527824,28.643507576638285,24.335552758580288,-0.0079279348538527,-0.0092507937390686,1.0,-0.0119636838144854,28.58540884541813,24.21220533549134,-0.0189252824916529,-0.0198242628897057,1.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0099229345800502,28.58834892736153,24.30105757604351,-0.0119479320587709,-0.0112189967608869,2.0,-0.010937233289799,28.74446042206784,24.461374529426152,-0.0122977187084725,-0.0114940572840978,2.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0087970425101198,28.60762829191725,24.316691457223904,-0.0037414617926344,-0.0050746074308596,3.0,-0.007966823285008,28.566144787433885,24.216846070376366,0.0014328441870006,0.0006349309159216,3.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0117926395945744,28.58684070448696,24.267091049008137,0.0008068860388608,0.0033595406006385,0.0,-0.0142608193036195,28.90397524827481,24.62119551843156,0.0023625949813958,-0.0006004267982921,0.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0099421932658647,28.579292988568906,24.27748163761455,-0.0151034059363699,-0.0145990516506366,4.0,-0.0076318792082483,28.73190634745686,24.424088211294368,0.003995057699631,0.0043507725424918,4.0
random,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1038687308890448,26.96717817626581,22.53208006603959,0.3245783533286317,0.3130389364161968,4.0,0.0930531791987198,27.07834185723883,22.675581248107868,0.309196832709616,0.2996675241949232,4.0
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random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001966084279934,24.625541786707817,20.493702913184467,0.00172935963569,-0.0232928493808808,2.0,-0.004226617566134,23.925087001639856,19.972717160388253,-0.0537591589450499,-0.0362209035184976,2.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1100893938566915,23.38815809405537,18.948497160499087,0.3435391829496096,0.2887654080790092,2.0,-0.0789757344947066,23.782428547133787,20.049132322869905,0.1625862160500139,0.1523152369174065,2.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0239846815049191,24.84571046159304,20.764887948784946,0.0256960858378326,0.0302443454726163,3.0,-0.0238815384910029,24.46358033832028,20.40227915558367,0.0475932044192519,0.0618954378133784,3.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0444162152806401,24.37376588065501,20.5569449064817,0.2343342682064056,0.2191704421933657,0.0,-0.1456694240599316,23.847581500112696,20.10041794919177,0.0526514789398167,0.0189358751498927,0.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.018644492875609,24.269361889213272,19.7376293932702,0.0740574468143215,0.0341199722289948,1.0,-0.0166794766966664,26.38431281677093,22.06675132203497,0.0512335860853385,0.0499421090347671,1.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0208759207031198,24.10293141129329,19.285618126188755,0.1927704084883909,0.1499353571407662,4.0,-0.040435316748248,25.4696964394812,20.144545619395554,0.1033654146385738,0.0542820333320834,4.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002325389715025,24.19260268747948,20.125586403250367,0.0417471663793427,0.0629301561627481,0.0,-0.0007225730449438,25.653761729943,21.84350181368833,0.0242276731834325,0.0999829963941216,0.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0019348945124384,24.34017130589976,20.58313316219109,0.0719995343511785,0.1086064062376822,4.0,-0.018966203882748,25.30639414085832,21.17039659531736,0.1168923766316682,0.0943248305010797,4.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0016527027861741,24.72942474385009,20.836743432457453,0.2087043273754351,0.2016916891635063,1.0,-0.0007375720435041,23.58360307682516,19.48607226629942,0.0931358725637195,0.1058797277754086,1.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-6.723750951564966e-07,24.230334969178863,20.22001576047955,0.0344302682600098,0.0718145572842608,3.0,-0.0074271268107051,25.512699663784343,20.609749601585435,0.1079836342381937,0.0697018114566677,3.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005489924138963,23.906332655778808,19.8519362665602,-0.0033801110912981,0.029721115822867,2.0,-0.0546683682686339,26.746065697727897,21.804939192461045,0.1055867803749876,0.104276409420311,2.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0204198450486772,24.92918979215015,21.39707582668168,0.1301449172527312,0.1323027645757122,4.0,-0.0601063332636062,24.379268469006885,21.129479753694483,0.1067951550870506,0.1460402687032945,4.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0280897802737876,24.650039708658674,20.904766028538223,0.2495517005753156,0.2443303281552049,1.0,-0.0960181582830825,23.29937497926934,19.428718655412368,0.1345214724624638,0.1585611981671766,1.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0035535136985342,24.689155795722588,20.277379197049733,0.0906098035662731,0.0758152504170328,0.0,0.002503956135856,23.8086884572164,20.069591095645123,0.1098005005110259,0.1078446290262583,0.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0474499698774584,23.78291645555088,19.7287457166099,0.2218017559079385,0.226426794686195,2.0,-0.0361854525784171,25.355889780857925,21.12231527591937,0.056849414274629,0.1592399655014692,2.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0635408174238837,23.389620952982177,19.41813013302722,0.2908448656090926,0.2680654851703391,3.0,-0.0870529951401548,26.81647669502964,22.92040749902884,0.056430790382108,0.0961514925080347,3.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0430915695539264,23.55561292429792,19.904290946561115,0.3264047247709987,0.3437742375619679,1.0,0.0073369476040247,25.84653268013355,21.90217334389028,0.0915215031902259,0.1185958827057176,1.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004596032855519,24.30851877620743,20.259940026233348,0.1518971578359821,0.2162695970254809,4.0,-0.0008573042475481,25.19870639971098,21.14435043840777,0.151195660533615,0.143629405532256,4.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.227666630964634e-05,24.322651572322584,20.19635166430933,0.0525098998890884,0.1460831120554005,0.0,-0.0052017280069509,25.163539824558487,20.64962334648681,0.1814830698387469,0.2055012292106762,0.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002193140713555,24.43114281815197,20.37961835288476,0.0474143107446498,0.0442542073919506,2.0,-0.0001969566625341,24.724424656311005,20.749539777218303,-0.1297734528653908,0.0039933463194498,2.0
random,siRNAmod,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.728566431357663e-06,24.77035053893592,20.748449252210044,0.2464319012303882,0.2616887098839656,3.0,-0.0016180146334383,23.325223360639367,19.196765609656907,0.2267664889368002,0.2137063194728234,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0054824010822349,24.849094956167978,20.75772954389084,0.0543819282862492,0.0650353721657641,4.0,-0.0240296820069128,23.48693267151449,19.695067887279865,0.0537057842529171,0.0363935969981331,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0144108382897381,24.72401621274249,20.82546879098436,0.0123240919159794,0.0035968947241136,1.0,-0.0405849183591227,24.728164742892723,19.9598823631666,-0.0868275657193882,-0.0449732239493854,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.026153279538696,24.18281492389521,19.92014094518236,-0.0279318726855112,-0.0270612672697723,3.0,-0.0472424985214843,27.35173820425218,22.829130875392515,-0.103279262211936,-0.082912286807986,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.023783034232885,24.908664012416104,20.748650373138343,-0.0167318487084556,0.0025601920944392,0.0,-0.0171495992392287,24.15040326685697,20.35497034399549,-9.190964655064748e-05,0.0198231334625648,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0227518997443423,24.725153468294383,20.931020344505622,-0.0086243009400169,-0.0120395464921784,2.0,-0.0273205997341072,24.92086155328245,20.77077550645691,0.0021727579416346,-0.0169376252369544,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001347235208475,24.73326145307664,20.60511108797772,-0.4390714642628075,-0.4377788562727105,2.0,-0.0021213997429001,23.478384087334447,19.464062628140105,-0.3612314770550833,-0.3462576414143721,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.7943004889220404e-05,24.5891757582034,20.59238871550757,-0.395183580781987,-0.3973102107463032,3.0,-0.0170359175868963,24.115023203564785,20.147174271220003,-0.5131444660337339,-0.5020582597413736,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.3569080069664174e-05,24.33421830686082,20.23837339543114,0.4180587895133325,0.4146761312269461,1.0,-2.3050232514476576e-05,25.091270067984205,20.94520371747939,0.3890455255973493,0.4516646089483966,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003290912446309,24.439299306060533,20.28614764841464,-0.2973181830802407,-0.2739155115883933,4.0,-0.0020743992316187,24.681119962836448,20.897355490837302,-0.3200118115152964,-0.3362737326999797,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",9.3026328895629e-06,24.13932671594384,19.93799393330724,0.4208163796630088,0.4018646104446811,0.0,-0.0255192507743478,25.901437755323244,21.40623673496984,0.4179614726646625,0.4335474524469966,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3066969920787206,19.923616656234383,15.38368594356148,0.560702397365143,0.4204648506140718,3.0,0.1573022315901514,24.33817306462105,18.909149412292145,0.4343464646505266,0.430643163450661,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2505810564337075,20.87693629587966,16.2058179256985,0.5442778635447072,0.4399430005087734,4.0,0.2544351482583036,22.38175022443587,18.418102387380863,0.5492934224798289,0.4833423200848571,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2232212718576963,21.34362512098852,16.936057360520376,0.4761347701016814,0.3803493018338749,1.0,0.0966529941883742,24.24884340628028,18.696015151218816,0.3371155562050282,0.3236594830812083,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0199105169735658,24.63037446102228,20.31605755241121,-0.0034129057650696,-0.0003774782068543,0.0,-0.0085507021488209,24.9267670763044,20.5535369409382,0.0448906471111961,0.0713222644584467,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2481000166604272,21.006013204112392,16.685353930239508,0.5001147493994227,0.4330586678639748,2.0,0.2230165200373998,22.482421415856827,18.253781114441253,0.4730110552264679,0.3637814765632067,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001784119346011,24.62070242836888,20.53051721283884,-0.4412130425817373,-0.410714251639675,4.0,-0.0127508996886833,23.99785239968124,19.199604198814097,-0.4364452863677893,-0.4262103638911205,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-3.397897672319239e-05,24.6823053721118,20.637432452115146,0.4035769039008475,0.3888160018377715,3.0,-0.0058670003894349,23.690822904281813,19.174317901779933,0.2653936283769389,0.3439005062034191,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004925409723792,24.67580415992635,20.45375066857036,0.4328180637186351,0.4161668206577976,2.0,-0.0036895469448128,23.772219335303888,19.414190812927583,0.3302467380922209,0.3863332823071578,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-9.082155623296728e-05,24.001875870422595,19.946386776548444,0.4494037324608452,0.4243464985573527,1.0,-0.0011918044506258,26.337993120213003,22.232677347594205,0.3797351613910015,0.4243005701434015,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.567791554019543e-05,24.373917471302825,20.2743737605912,0.3953391059269948,0.3909025938926435,0.0,-0.0092920774936207,24.98775190208757,21.56368876083121,0.4777260187110021,0.4774434242158649,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0332172432779602,25.25210488385401,21.23702198396373,-0.0636023026694166,-0.043893810038774,0.0,-0.0059598734878769,23.074493445616845,18.80676171402905,0.0564251106773896,0.0716357718627634,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0113754120604778,24.41240107202745,20.52980064812442,0.0235259430189502,0.016811858186334,4.0,-0.063867618725202,26.11134206260205,22.00051261353888,-0.1680995879057278,-0.1378510128229195,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0050088954548956,24.818203692040296,20.89658080382124,0.0753349355773616,0.0589352227539709,1.0,-0.0287398398402614,23.69888128511657,20.156246878270945,-0.0244416471908428,-0.0125457907209929,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.006471360546814,24.47343204651707,20.358822044393577,0.0466415061944757,0.0375893323528491,3.0,-0.0237770713390987,24.985351771707546,20.82391047356537,0.0121252408686617,0.0186385540336029,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0331981317780389,24.81868052322424,20.56228274069542,-0.0591532750454091,-0.0554225127919251,2.0,-0.0255449354920105,25.070503950251364,20.89120508520643,-0.0305377727372422,-0.0605945917548049,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003093848251136,23.83106802781836,19.81669244750472,-0.4006139201960604,-0.4341941989490422,2.0,-0.01546512980209,26.971764049421907,22.33500511548796,-0.3494166222249008,-0.294902033150052,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",4.57318291384734e-05,24.66084401849504,20.60783036833624,0.4326524906604146,0.431008269490036,4.0,-0.0142527044346028,23.80317323264921,19.982897979567724,0.4298518215212396,0.3646951892734554,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.373889658040639e-05,24.45107142430596,20.476853196325383,0.3601561573727804,0.3763644894766697,0.0,-0.0053831466254679,24.64701318524907,20.39288821057061,0.3288959455547436,0.2906451052130356,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0041664095118296,24.588881211598743,20.72435143063548,-0.3609899147125917,-0.3804179391837668,3.0,-0.0039360370575125,24.33142085403568,20.61924943365445,-0.3554923453756514,-0.3711152998338132,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004382963280602,24.59557295690032,20.6490422379675,0.4169839888613322,0.4328108150997071,1.0,-0.0008402665646713,24.07988408875901,19.870210081490367,0.4982383716383635,0.4355465699389211,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0362811786385599,24.48871110050236,20.34061194911148,-0.0572005279776133,-0.0630409956267542,4.0,0.0075800187848031,26.0437199189634,21.699686311331902,0.0918156894952378,0.0992368126359126,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.30196813041795,20.784621899881987,16.340639714800623,0.5511861930897487,0.4370450655096366,0.0,0.2375564769093898,19.946783010641624,15.531362022484204,0.4952873426977942,0.400790105300979,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.023801714607657,24.390882900195503,20.27813256487045,-0.0126869327017839,-0.0181273398739806,2.0,-0.0364448246205177,26.090368988204887,21.711622665152365,-0.0007064509895741,-0.0040311215935928,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2695608959623349,20.71168970224025,16.247011053647547,0.5197736016869182,0.4246756729722319,3.0,0.1213350723955517,23.76874636940886,18.05930177256548,0.3757684612509664,0.3605742146769862,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0176162350052426,24.78038570887271,20.738418624709787,0.0014716062144768,-0.0176960141848495,1.0,-0.0299931531550774,24.51625408357007,20.595240665667625,-0.0311376694825736,-0.0517173948432068,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-9.908574942030236e-05,24.35550665105629,20.294141233880328,0.4100125691298982,0.4282252866312823,3.0,-0.006629598644384,25.04735640956357,21.36376879781649,0.4744192159341593,0.3780626570900615,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",6.687855570441936e-05,24.771420426544747,20.657635722094657,0.4507030659516794,0.4735246332200167,1.0,-0.0046494269186629,23.312764745998965,19.49674457613276,0.3614461581303769,0.3778209398073223,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-3.913152898005201e-05,24.07779137293803,19.97364680182507,0.4272383558978235,0.3928481520005756,2.0,-0.0005631762609681,26.071756816629897,21.749536964880168,0.2758988771804163,0.2510595552674932,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.3897301145426866e-06,24.668164706522884,20.492782931577405,0.4081934893864321,0.4270991098861826,0.0,-0.0054337686065701,23.767810814162534,19.52131827338624,0.5693329137940172,0.5457965918619077,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0024911601568093,24.460093770643898,20.57840282955117,0.4313917368567191,0.4257761312802543,4.0,-0.0038506326511129,24.763198482985544,20.9352822639929,0.4372297987343453,0.4001350283175975,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0350384771936878,24.74114592981286,20.68382368040479,-0.0648451719407286,-0.0923410910668071,0.0,-0.0084094702043999,25.238646399803248,21.57251730481564,0.0565455418511998,0.0351097582084622,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0133959414364428,24.68258649945253,20.7351393051778,0.0243762294729779,0.0259026106102824,3.0,0.0206650588831401,24.105016583636115,20.391116800887808,0.1500454779295904,0.1474106569550513,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1671849046514323,22.383538895223133,17.79479082785362,0.411528173579636,0.3831121144177651,1.0,0.1464770678999903,22.45643550666627,17.845921688185214,0.3986305114502,0.4088498995221208,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0174056978444034,25.32963117174159,21.44377920313644,0.0106424987193436,0.012284790223124,4.0,-0.1501006584565978,22.62443635803412,19.49833849153466,0.0474529613824139,0.0111806840767988,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1242819152919543,22.62422890439657,17.75392813249068,0.3605227006419602,0.3056700621317519,2.0,0.2141557640650977,22.759340548699168,18.838921804691548,0.4773783374504489,0.4260484482766871,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.146050170399484e-05,24.20909447823749,20.05150915981324,-0.2096908737580056,-0.224815196243059,0.0,-0.0016005634334292,25.58239739804539,21.42182612550852,-0.2673711435465238,-0.2789602562423596,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.0838818766512048e-05,24.71143431516008,20.64234626538825,-0.4104239182261761,-0.40388279394304,1.0,-0.0002795890766089,23.56868872691132,19.441616269106365,-0.4756353621652082,-0.4609557387610999,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001407491635154,24.67052542731964,20.502257200929417,0.4546806997477346,0.4286076039717126,4.0,-0.014535995643125,23.80734882722144,19.152641941302388,0.3108470892319602,0.3227712440714297,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001272978622361,24.45922073675356,20.315358621056088,0.4248139828120839,0.4190255874242215,3.0,-0.0016529228498369,24.59812974019332,20.69614105646123,0.4787560318399761,0.4648114623114442,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002063915267755,24.65506663747907,20.673358360269507,0.3758108967746986,0.282691994528929,2.0,-0.0435672136568567,23.970416350870213,20.50453009589601,0.2774625851841798,0.2207547463145244,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.324226846739127,20.377454011276296,15.863792234701885,0.56962779924939,0.4667649554336484,4.0,0.0630838392349572,22.267418201622583,18.093184726356803,0.3767753762544433,0.3290340784397278,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0187415285410532,24.489290769252257,20.52914365847249,-0.0113352698042178,-0.0088391449614497,1.0,-0.0188894704082109,25.51940849494288,20.9774948145408,0.0039391467339476,0.0237530492836617,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0195084100981106,24.671399620823983,20.558185232913857,-0.0054550803544582,-0.0001796946396381,0.0,-0.0222381926383818,24.96173897811697,21.188482637352703,-0.0288341735062194,-0.0293980723874799,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0067657004213874,24.66350700103124,20.433815279243408,0.0411925423421919,0.0216001423154072,3.0,-0.0011293026462071,24.12264698344732,20.23930108507694,0.0571101514408164,0.0291568414896886,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0285318222442603,24.623165387657565,20.838628733611305,-0.0324413878307704,-0.0276219258187399,2.0,-0.011341101905971,25.44175972962816,20.92302853494718,0.0165462483158356,-0.0107001777384363,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.227032368651294e-05,24.63780191301145,20.56973297749669,0.4082444739146916,0.425345472647459,0.0,-0.00046547052,23.87229553958945,19.589433511976377,0.4370472717410146,0.4006950214061746,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001324860975631,25.176558918848265,21.25070955155638,0.4436820885919361,0.4458564067152969,3.0,-0.0363223164755319,21.64151630250312,18.03214379579323,0.4084145816479708,0.4478249659027087,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",3.512003265415675e-05,24.49974039212594,20.378259292686607,0.4106163164220819,0.441649371901427,2.0,-0.0045751883693534,24.444225978105468,20.117787629016856,0.4689934167828019,0.4553450695465404,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0011523736099676,24.8871818411852,20.924177429787708,0.4276487160686765,0.4161098019437432,4.0,-0.000847716382041,22.88489864271994,19.02973739455418,0.4368942719720633,0.3747310863974875,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-4.535007099160104e-05,24.97761994223061,20.69115794158179,0.4137390002142717,0.4034916295283702,1.0,-0.0066044047519981,22.410360168567337,19.285692404225387,0.4896381423309998,0.5017031288782409,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0128073474653622,24.73928089820908,20.47249941697134,0.019449548484436,0.0331418935095183,1.0,-0.0289591279086716,24.40746450615162,20.19971173534077,-0.0369517396139546,0.0155952307686509,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0165809710804738,24.78788155403528,20.57588920572244,0.0052810912082349,-0.0102001565698925,3.0,-0.0431889830315319,24.550069417000284,20.409872680158244,-0.0977157322557573,-0.0915136751334848,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0141207047487432,24.79292230948702,20.79108153855505,0.0155976977527421,0.0375403076844207,2.0,0.0218069783935483,23.684312527239467,19.403878654353527,0.1576481425369617,0.1271964431279686,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1718378323084051,22.214688206473937,17.541002632750626,0.4172269038343716,0.3732289338890717,4.0,0.0206888966982891,24.464114814481253,19.06501097958391,0.2382561152888158,0.2388650437293998,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1920018115330154,22.277394792272005,17.793023153678117,0.445568097096649,0.3106473684618673,0.0,0.0773211698512471,22.34449805412728,17.727223529288782,0.2982772492734111,0.195937943751321,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001148678878288,24.745767684830383,20.590216591785104,0.4270449382062039,0.408110769998258,3.0,-0.0093129010043631,23.47133684547901,20.230818001762938,0.3919736902835995,0.3997529486733486,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006664443729993,24.39311150790666,20.341548755530155,0.4308789984165713,0.4028622000478137,0.0,-0.0125445298525375,24.859229994819422,20.515560013576103,0.3390220203826024,0.3537463025425982,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.2621829373802314e-05,24.672947536997885,20.69785653316613,0.4118694315845902,0.4114982628579121,1.0,1.7106114717724274e-05,23.729383636392537,19.27174452639417,0.4544460537842443,0.3962612331482869,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.3712410662392038e-05,24.03376702230629,19.94014548393649,0.4222466723214361,0.3934002620508138,2.0,-0.0024410139178814,26.22950661893447,21.980436692211505,0.4488332769917398,0.4557664493184237,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0009436738771939,24.349167001385453,20.18842633060844,0.4213680360737356,0.4255723222527027,4.0,8.690235298036698e-08,25.0673408391752,20.61876196339644,0.3780484568649645,0.4294483587928036,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0090162871053087,24.54872544351163,20.482383575859807,0.0380491687608482,0.0499695218895497,4.0,-0.0247565608780035,24.97082712543866,20.996484034417083,-0.0417675717465041,-0.0493065183455869,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0119972284618461,24.49969329652428,20.502891846123475,0.0221483532948097,0.0020757810528796,2.0,-0.0342983517690764,25.40538691646181,21.6720367161872,-0.0476398246668165,-0.0421699552887578,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1530357917186466,22.45666605873912,17.90335244633278,0.3922096594773353,0.3141587468719828,1.0,0.1650573071418112,22.6875953689441,17.875248857361175,0.4114601953042155,0.3736982068034695,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0265279683630714,24.5139753643266,20.45419091700194,-0.0389664419742049,-0.0390264096615654,0.0,-0.0111515726980668,25.692676435937816,20.91454569442496,0.0326063608914845,-0.0030240495434831,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0390579367854566,24.55899722744776,20.54087623238892,-0.0828884496336173,-0.0721124478013866,3.0,0.0297171154525403,25.437730466384743,21.041356228991766,0.2161854245338701,0.2027538996431086,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004291882169888,24.3740500627256,20.261488713666427,0.3401785750455715,0.3496128820322875,3.0,-0.0024394057854093,24.9382768446706,20.7097020860535,0.3558451835583751,0.3339845112948323,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.303403185081713e-05,24.429823191683887,20.28781347185455,0.4470842881944785,0.4364823268188747,2.0,-7.401527952710651e-05,24.713459553931887,20.83772492803921,0.3953846641231198,0.4258560235541962,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0021906304140226,24.599870736253447,20.79772264780092,0.3876369570253889,0.3978808664993384,1.0,-0.0178042892187417,24.293548721041464,20.49987963428813,0.3740895828356293,0.329274499235611,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.428176582584655e-05,24.17401176506633,20.06784685959829,0.4336093810195377,0.4603670797130409,0.0,-1.0311998497769537e-05,25.70157086477468,21.639627834762656,0.4077620700547131,0.4136854415592861,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.7900437879081466e-05,24.203744517643173,20.025943994653456,0.3739194574900316,0.3954288211317801,4.0,-0.0020547288858996,25.59199252494458,21.90689898074661,0.4969137392011056,0.4943527739873077,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0537755702075051,25.008100367713897,20.6573339209018,-0.0479265451315087,-0.032962728850874,0.0,-0.0107128229021127,25.10136094617801,20.84478610971356,0.0653635653772307,0.0753364751084745,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1808194053585584,22.304088861890985,17.646974998348014,0.4329608839309143,0.3374755328426477,3.0,0.1630580032609546,21.72402905058862,17.045870994019904,0.4622417400768385,0.3555768441076364,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2689758282864675,20.67894992522247,16.38342780783157,0.5290039571109406,0.4904597165075784,1.0,0.0450707082933931,25.0656827543908,20.05805114999002,0.2857961473061466,0.2611763448520125,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0125141047950236,24.55956210392131,20.20257011224416,0.0550810712088055,0.0708409561345763,2.0,-0.0317235618684017,25.184001216480247,21.29219621268425,0.0106616254542478,-0.0358693893494832,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0168258143750443,24.67376811076928,20.39429010102243,0.0461549691322656,0.0390742949904045,4.0,-0.0145405718132662,24.735582886296623,20.70242447742441,0.0494286493902668,0.059846241391337,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0001049102771568,24.894426392294083,20.76094692492945,0.429398771478376,0.4274360334042295,2.0,-0.0024957902083631,22.778573227978267,19.04906573975284,0.354713941063586,0.3919710008236163,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0012721502584218,24.2914482187552,20.29569635879895,0.0689627996097855,-0.024110544886615,3.0,-0.0004295845669035,25.32078977876909,21.51490895814,0.1587123004577733,0.0427065086125627,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005876639785378,24.321932137722687,20.39020548859904,-0.4077005895248005,-0.4278111302070454,4.0,-0.00056005511353,25.174529923545688,20.92158628937948,-0.3730339977587945,-0.4869428950978299,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",2.290418506600833e-05,24.668209725302944,20.47404888352744,0.4103628804262565,0.3990801137681006,0.0,-0.0030345012392187,23.75101296272464,20.22928461485805,0.5137400820577942,0.508197406025734,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.5972468965674835e-05,24.728434536798257,20.68022407825985,0.4126440734768098,0.4060074720992813,1.0,-0.0160867663298085,23.536439748678585,19.807831096333032,0.427490309673834,0.4047559952123581,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3075984076283214,20.47052508291411,16.11726117829646,0.5969662022317691,0.4930041273486719,3.0,0.1416081187300122,22.25333012651113,17.244515819753733,0.4773097951609665,0.3844566154833113,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2621383668195757,21.215856919737725,16.642195484873017,0.5663991271183588,0.4483654460475504,4.0,0.0476917262563738,23.045267652777085,18.164417566120296,0.4302795139030984,0.3375359250997055,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0348327993317634,24.96344536132236,20.632119622769107,-0.0040383883965955,-0.009507109563537,2.0,-0.0200675466650903,24.47803011947293,20.87757684444196,0.0490665766275248,0.0332439378981619,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3325465348013646,19.81050473641794,15.71608974705222,0.5776237151259971,0.4449019351639624,0.0,0.0415567640602202,24.882337238581783,18.80179654621946,0.2952649430315987,0.2931791839975459,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.205291457929012,21.74128317723705,17.110231840906064,0.4536765578098236,0.3473977015113057,1.0,0.2872340367595036,20.976129497785475,16.70912539276629,0.5455679827807064,0.454640047171733,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-2.4161542033551697e-05,24.618942652021644,20.427941873723807,0.4372607732303064,0.440594293834419,1.0,-0.0032950534839626,23.96946339026534,20.62929363861927,0.3922994219174576,0.3996040914193582,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",3.936216973376983e-05,24.72345268536507,20.61610657032528,0.4505244346696096,0.4528831003620974,3.0,-0.0002170431547707,23.5152031178278,19.57110619054973,0.3809287284886936,0.36479640999298,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0770384226468029,23.50782628898235,19.72021848210947,0.3758124412631061,0.3914192940297633,2.0,0.1247110067718888,22.940415506865904,19.197351180440155,0.4590321432258802,0.4124873413966257,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.000148693700141,24.03165776956869,19.82863731258172,0.39542812995718,0.3875799453222252,4.0,-0.0264059449960163,26.301551433673268,21.7777303065516,0.5257939677683834,0.5417871078949341,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.00180079337853,24.50076957260437,20.615765067486723,0.4236173149614976,0.4480901263447654,0.0,0.0001462015891612,24.492245644238043,20.26729692743628,0.4074724474957489,0.4009836433338747,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2895736179526005,20.858538284883124,16.706688999249586,0.5404920252669242,0.4608808218436978,4.0,0.0620979876643771,22.66480421303244,17.66311897910102,0.3616069274094767,0.3207379002349979,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0290432764477077,24.73860217965049,20.6381564389904,0.0127312613206664,0.0142520177223238,3.0,-0.059367422061469,25.60942612398103,20.509798997910643,-0.0543781337312359,-0.0647733929480364,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.066981265228657,25.38633598915465,21.380773824266164,-0.071399108975021,-0.072895808490382,2.0,-0.0905187064295942,25.090168246710604,21.288455933628818,-0.0835206731005552,-0.1030914413735828,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0594708853707,25.30443871780908,21.3469848038014,-0.056803212464828,-0.0703097001794979,1.0,-0.0067579366905119,24.17694412716016,19.866224949452096,0.0867911553551028,0.0589698764771821,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.263048663821911,20.920274016708856,16.365033957163494,0.5180741656359831,0.4324406075410983,0.0,0.1838718703420031,22.496179170341293,16.65910185713794,0.4415347953484468,0.3817645336117512,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",9.12576342260163e-06,24.15371740504997,20.25912588723763,0.4084804568730229,0.4428611767461002,2.0,-0.0125383744378031,25.818896564151743,21.48961605598913,0.4274067695872352,0.3784271468080113,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001137001696853,24.75777244339349,20.613002437034584,-0.4191445501828225,-0.3691171309091159,1.0,-7.41289064167816e-05,23.375782745438578,19.59904956290735,-0.3617428119572672,-0.3206071346567057,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.114195063653625e-05,24.03713489449821,20.05625912732001,0.444706577220717,0.4344887157628389,3.0,-0.0014940998340258,26.21447201769273,21.645124100321564,0.3648119106635976,0.3912952291402825,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0014695238875488,24.32837324622128,20.404683308667057,0.4033716249019833,0.3674349677494384,4.0,1.0047609314334238e-05,25.16469622669052,21.00203729197465,0.5539643881542294,0.5496229818607458,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000168024290009,24.478205136876525,20.400465604923973,0.3605656078196776,0.3095579972056305,0.0,-0.00094704861334,24.523681601774555,20.42990852819622,0.4445325667131974,0.3387446145547119,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2048741463334067,22.153282374006448,17.98016425750144,0.4728469498158664,0.3866822171407809,4.0,0.1366171106739986,21.372205013219467,16.688698368388646,0.3725754750964348,0.3188727466982228,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0367186819528844,24.56122559389771,20.342663133058995,-0.0022977204620555,0.0064618715927897,3.0,-0.0265641449190878,26.24100356964028,21.62814431880719,0.0245391883193914,0.0097313630061083,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3175496669139671,20.23637739030508,15.890627960331182,0.570717088053069,0.5047122992064258,2.0,0.117316970492432,22.94915668713807,17.674971335395266,0.4405883461507445,0.4156256526639023,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0177572969631834,24.226836805136724,20.30865651679761,0.0564514550644645,0.0314106353725098,0.0,-0.0063669458255288,26.375534057141262,21.655820800612645,0.0671517973794951,0.045619500125996,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3391833438415592,20.24255040725388,15.973643159235802,0.5831419339801627,0.483668655558055,1.0,0.1573946224972456,20.81106727228253,16.76127665082394,0.4305403712575385,0.3089513275034379,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-2.683876430653598e-06,24.6720412821491,20.5651427802304,0.3927643531938059,0.4137468323587176,2.0,-0.0082754142133458,23.75796950234636,20.14519657704053,0.4703341707348895,0.3719595207208586,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001194402275033,24.40028670455304,20.259266444434804,0.4345633812722695,0.4256994757249605,1.0,-0.0004041801328638,24.84360076823092,20.473229879305507,0.389027479855931,0.4268699975030133,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000358732063318,24.57578907616577,20.725734032244723,0.4327628077722022,0.4528771875186808,0.0,-0.0002791948783877,24.150528525746143,19.473329984549004,0.3819007623195469,0.372792288127299,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.214875826200284e-05,24.160315784951,20.12648569616733,0.3568165200140826,0.3456014918659817,3.0,-0.022501685135075,25.788164593926144,20.87671804101428,0.3621871077216812,0.3804111625678117,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-8.547170361117296e-05,24.72391858638473,20.77661922297202,-0.40173582031157,-0.4030280080239138,4.0,-0.0305560483984346,23.61448821611713,19.75931643406989,-0.4728789193727336,-0.4192475948803905,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0355588154114452,24.788321466987394,20.62384251155801,-0.00449510402545,-0.0051499759565732,1.0,-0.0448062817061822,25.50701435942154,21.033599636014657,-0.0050633572141283,-0.0067506159956102,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2525794396188275,21.24327376019749,16.468449304123556,0.5113919167658363,0.4313996810710868,3.0,0.1215772609844032,22.458485557203872,18.13511101864978,0.3596649466556578,0.2324643483682813,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0382534096166691,25.25602847837148,21.020629880920914,-0.0080025845451578,0.0024911661834924,4.0,-0.0781659409186572,24.13083700109427,19.616437990810333,-0.1003529661360427,-0.0834882754824977,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1699955417813747,22.30089462198088,17.48909471023181,0.422863507262183,0.3583522794180794,0.0,0.2222856673006846,21.575371441486872,16.68338901161489,0.4767050628265115,0.4370982458316099,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0308360945197729,24.189971946875385,20.084899187114285,0.014249411695002,-0.004304147450468,2.0,-0.0613682049462132,27.54850544637833,23.07500021497189,-0.0651455542641247,-0.053065470096726,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001289755044038,24.33030771642258,20.19638672967916,0.4526567419037077,0.443622158663929,4.0,-0.0047746349518635,25.140638515340846,20.57939378938622,0.3806334080796354,0.4070433836168637,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0009114809146175,24.17499690002812,20.196176635489973,-0.2452110438078605,-0.3200326342435504,1.0,-0.0018665461275295,25.765207553271512,21.91932435852388,-0.4295578217418374,-0.4940917527028375,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3150578406187482,20.20034149634253,15.892982245831451,0.5655868285339333,0.4319424418087065,2.0,0.0753361944725203,23.84995658923186,18.593191331895017,0.3462662356035545,0.3209478148015825,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.397728077885297e-05,24.37667248492149,20.29093913601121,0.3801362773952743,0.3771976304316358,0.0,-0.0026616461452051,24.93959691802299,21.12035897607961,0.4892445726384282,0.4940808221303601,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002553477912359,24.40163779458908,20.32007282666924,0.4472336160111962,0.4250996675304003,3.0,-0.0006651274800058,24.84762548246142,21.07726958216883,0.3183664604016539,0.3954729838794725,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2264808673889514,21.26026572729446,16.914470342473223,0.4819525532219622,0.3927399135135289,1.0,0.1821665940062049,23.238067936921016,17.86879501679984,0.4287325664301395,0.384551982761089,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4073721028186621,19.0251098986222,15.372011371118637,0.639599034563487,0.5761473964532822,4.0,0.2518807337436496,20.3199001045032,15.592888171159103,0.5228515137073538,0.4921434313443638,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0049925789877522,24.433514810297225,20.32572724271412,0.0811318756215035,0.0762359464921945,0.0,-0.0589521455613921,25.58822970030312,21.17779700769245,-0.0886036167475119,-0.0726176319785947,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2179172487730767,22.12776473658558,17.485658172418262,0.4849611776484607,0.4296971429570224,3.0,-0.0202648470789676,22.39814853855684,18.20560943266305,0.3144414069391412,0.1987126840450294,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2833575294007175,20.68337140039758,16.168897671187217,0.5340488414831741,0.4184344535790604,2.0,0.2552864701531018,21.19772331732556,16.618624209830774,0.5129797264671063,0.4622709927581429,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-8.91992872209535e-06,24.300694234280662,20.1810321299235,0.4456973088478178,0.4644531422746384,2.0,-0.0069330371880127,25.2093561666575,21.069662335643454,0.3692934423709403,0.3739776281445984,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0022216941899748,24.6325740964221,20.70215452209977,0.4412604238067809,0.424634929003959,3.0,-0.0081549032650363,24.090962801095987,20.573981759930184,0.4438075418212226,0.4796387335911702,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0001218945812286,24.59610929062592,20.540702296905938,0.4120877413851735,0.4285360902703666,4.0,-0.0101665801712644,24.071976689610903,20.31236159182385,0.4452112211345997,0.4381873159216535,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-4.413331500296991e-05,24.507377039237497,20.568387330740936,0.4247532369191436,0.421713467766897,0.0,-0.0014744204593866,24.41796527484036,19.989960556451784,0.4903275877392001,0.4311223304185421,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0013081906031111,24.50211359727569,20.58434930218153,0.4016967988725779,0.3813458392539858,1.0,-0.0081903503332858,24.564135560941825,20.766063323468792,0.5249107354451374,0.4997606341969354,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0360258936586845,25.026074454090285,20.877973786241093,0.0104896158094875,0.0239123479353505,4.0,-0.0058541013560082,24.066434566025748,19.67200168082727,0.0844185863734001,0.0795861004460202,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0491875095409337,25.02332789385465,20.78101563761057,-0.0385231767665181,-0.0333872746001518,1.0,-0.0383310343597389,25.12304236751831,20.98946921248462,-0.0099168098555353,0.0011234232473855,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2453830153779932,21.43421725303396,17.076273329133176,0.5032454735075383,0.4247438944069814,2.0,0.242216677592859,20.63170279447292,16.709861540399203,0.5004234590468066,0.4713309301977693,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2033054000109602,21.8520742356908,17.198230092965538,0.4578337712533628,0.3757435622750906,3.0,0.1453350598247159,22.592806105710693,17.870130507748428,0.3951605204241929,0.4074542119607812,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0337889438417242,24.933493814606457,20.801073024949424,0.0022533162497188,-0.0037628470402457,0.0,-0.0602827477809688,25.04145002893472,21.17376988194924,-0.0547674111911003,-0.0497770696635063,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0010779224280625,24.25370452716424,20.356915579551508,0.4214446195998014,0.4101426642950811,4.0,5.738791224396689e-05,25.443411623105657,21.14138207367112,0.4402275768916049,0.4449237318102926,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.488704087290962e-05,23.706610620821728,19.63142267757868,0.4241026364343076,0.3892414777802302,2.0,-0.0001464976803451,27.395540035280533,23.312481737505667,0.4252421212147206,0.4090053906609936,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000572276826585,24.69209748031215,20.5998199750832,0.4319157224697357,0.435823337676673,1.0,-0.0043384158245975,23.71353505001424,20.295888649956296,0.4023466867991562,0.3729081791406019,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.573446291215703e-05,24.582847770085383,20.61818822960551,0.3850764937629872,0.3824177405597921,0.0,-0.002628343585902,24.11963238761517,19.865236163903337,0.4621075868345025,0.4026991292851973,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002119165702532,23.99776012236752,20.000852088402784,0.423060924254146,0.4004786020303016,3.0,-0.0064665126611531,26.35553530445792,21.82695961546503,0.351729281547044,0.3292753637658788,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2496447603152949,21.143910555460835,16.612628403839658,0.5060112056714092,0.4307553217616917,2.0,0.1076120396308656,23.423236612637755,18.11035090831103,0.3449586860784454,0.3466838430046071,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0174928277502102,24.570910442083683,20.56328368257885,0.0533920313562392,0.04308962791852,1.0,-0.0439486730618852,25.52550142558735,21.19713012779615,-0.0410684688715197,-0.0308258942806902,1.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2465269680277407,21.57907527176276,16.988042715160642,0.5105454528288165,0.4097290417329984,0.0,0.1023122567111149,21.33022956951384,17.441951900292494,0.4249921381798578,0.3284449938235065,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2991118515954306,20.526451647023443,16.237142206932887,0.5477571720857013,0.4433471773781124,3.0,0.1287455543112159,22.73983443796545,17.902144225737008,0.3976512731835996,0.3657853044896398,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3796557683046185,19.37489134171903,15.345074942512618,0.6238070295599534,0.5234403663973719,4.0,0.1010529396785834,22.771293779021686,17.324996813779382,0.4455622524328465,0.4426565276344703,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.9342799449216805e-05,24.53577919710129,20.410649833784287,0.4418094927981495,0.4358122687003053,0.0,-0.0062119614639191,24.31309233781505,20.748974186175435,0.4135520350405036,0.4066421252341792,0.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.074107427500586e-05,24.546155315653674,20.435221105948624,0.4273143724375904,0.4496981036567096,4.0,-0.0044422765617484,24.263044019669668,20.586424970258005,0.4789540899034978,0.4512887041822419,4.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-9.294245061752804e-05,24.465540996750672,20.404217719296124,0.414808268061177,0.4455331543119393,3.0,-0.0010075889897382,24.570622354191244,20.389932177633213,0.4100317835914767,0.400725831564597,3.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",5.4277437687377805e-05,24.708032321158527,20.658172491404635,0.4311756873948797,0.4195970998064249,2.0,1.0197482013696302e-05,23.578040624963208,19.350268271430423,0.4986126274963916,0.4667826101973567,2.0
random,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-4.416848854971178e-05,24.8006589821284,20.67112643134167,0.4122383577582419,0.4198889373164948,1.0,-0.0021061085117555,23.201592548509865,19.589325146754145,0.3760386706245711,0.3134638845594872,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.02390526613311,24.75355947174804,20.78454282082802,-0.0203866725463747,-0.019844728184944,3.0,-0.0034191896781521,24.6262698648732,20.531107604306044,0.0652115272433893,0.0513126232447879,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0230618703314964,24.9111704977124,20.80391929773588,-0.0170829505736039,-0.0072418058824487,4.0,-0.0354313647922299,24.32353994912742,20.53448162352841,-0.0666111430653181,-0.0581641095937317,4.0
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random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000403137735607,24.333734504646973,20.285548834262144,0.0417291759113786,0.0700424984962234,1.0,-0.0004310848472532,25.10206039121929,21.05620166083067,0.1055440489333991,0.1031019305101844,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001314407977099,24.516097829145025,20.56324093905362,0.0737537985433424,0.0752584126339993,2.0,-0.0142702479328049,24.43795560762432,20.44792112740364,-0.1192338420687069,-0.0847174916610311,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0188405319435318,24.831316857613214,20.744888427356056,0.0656510019897898,0.0456550360256177,4.0,-0.0095655365541007,24.03026751702963,19.92955120276351,0.0641006007565026,0.0679498766200512,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0071629346298429,24.783734668461733,20.58046400632412,0.0656260985367466,0.0632364494213718,2.0,-0.0652975018958124,24.23812821937073,20.05788559297172,-0.0243143473184888,-0.0247254678290978,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0256059784381679,25.01295655977219,20.75830419871433,0.0138305692368752,0.0048288108824004,1.0,-0.0610084758892801,24.30234817977848,20.40021976196964,-0.0568610691737335,-0.0741549345770253,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0391276727393481,25.239023851860463,21.4412291059678,-0.0126749717500044,-0.0074567157961502,3.0,-0.0608756852315179,24.062511678595254,19.71433458191256,-0.031936979396575,-0.0503882576045408,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0374316007664907,24.27624171059541,20.16520125691228,0.0067440882453698,0.0193719393706861,0.0,0.0131170742771353,26.66635808943901,22.221536899798487,0.1292292813297939,0.1813435320569014,0.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004216674376757,24.93715904110317,20.8897869801587,0.1479049903537792,0.184757278832174,3.0,-0.0059008119615024,22.65669464285064,19.0942628200805,-0.0376637062231854,0.0451642120931551,3.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-9.794214842617777e-05,24.01886952856329,19.9049906522052,0.0484366462495334,0.0702535636516654,2.0,-0.0256967577099767,26.32117746519225,21.7088097419528,0.175650691715637,0.184969573950271,2.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.44596295449584e-05,24.551772136839265,20.54374990268844,-0.0909129756852729,-0.0981538937449656,1.0,-0.0116002056838291,24.265416216752527,20.328034016308862,-0.0640596212120038,-0.1269672737130075,1.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.95972159014957e-06,25.0848249763216,20.92873539717073,0.1512786661542151,0.2223619987324088,4.0,-0.0142616177333125,21.96673353030944,18.769201967861115,0.1777174188102486,0.2494858636358621,4.0
random,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0009502403216872,24.551825182277064,20.42399135873337,0.0430141001218835,0.0672920993154095,0.0,-0.0042961116930053,24.235451383315446,20.505695684443523,-0.0658795688527752,-0.0168046127205535,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.191214295291657,0.1367706815142416,0.1086971260217591,0.4495132170302509,0.4512924280251537,1.0,0.1916256604630468,0.1367038099601775,0.1088701260647042,0.4501771842848561,0.4525190848645469,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0007773128511925,0.1522278152416215,0.1213922699100781,0.2489955982795705,0.2522158400316607,2.0,-0.0011882297759302,0.1517839178977565,0.1208964575457152,0.2452562576605252,0.2481213008089685,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1586968723873416,0.1395190876044023,0.1117367406349745,0.4205639658214218,0.4198346241237911,4.0,0.1567629706856492,0.1395155111177203,0.1117767236892157,0.416718851451986,0.4163452134245665,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1338794547136054,0.1414650041354954,0.1124468475232568,0.4013886875926851,0.3912842895356911,3.0,0.1339771736047952,0.1417760182043464,0.1126930278617681,0.402392159575705,0.3937945660835377,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0022311199113091,0.1522800408124003,0.1221157463235429,0.2495668352703146,0.2555157359420676,0.0,-0.0025984262027276,0.152126231475781,0.1217952206275075,0.2462805437961619,0.2537870322129696,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0014603419956338,0.1521767578235028,0.1212771603388827,,,0.0,-0.0013614560103971,0.1522120110803801,0.1211622481751187,,,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.00083123076332,0.1521920057612347,0.1213282742568189,,,1.0,-0.0010247481227592,0.1519334963215266,0.1211586362842721,,,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1464032946029947,0.140599084590812,0.1120681767236002,0.4078620387968757,0.4026012333578389,2.0,0.1480788266456074,0.1399723440988851,0.1115965642048362,0.4099595353988416,0.4040789686508764,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0012923844380903,0.1521911170207762,0.1212636972150003,,,3.0,-0.0013766220114928,0.1521046840191818,0.1212546986425947,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0037499483627292,0.1525279380770354,0.1213353476273401,,,4.0,-0.0033888028988442,0.151654401667585,0.1205977873481461,,,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-8.662939072801024e-05,0.1520247125839087,0.1214091343978038,-0.1322676876376006,-0.1128533684153718,2.0,-0.0002686327348144,0.1523163316421263,0.1214305972772973,-0.1368803987316831,-0.1179639432042842,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2298541963100989,0.1334304619417858,0.1083778685601183,0.5053970763027001,0.4803510951987295,4.0,0.2301973418752019,0.1335345992656652,0.1083650396413826,0.5072024375109039,0.4805068376475709,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2137204824039528,0.134746476168777,0.109456950893907,0.519563801724906,0.5014615055483259,0.0,0.2218858411601506,0.1345477736884503,0.109335795473724,0.5268143355497175,0.5086050081597532,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1501658809108337,0.1401447581765668,0.1095475531229494,0.4912599221487788,0.4785075642044101,3.0,0.1449691863590939,0.1408086408566275,0.1103309018045273,0.4846832555560716,0.4719633165589741,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2568242567301367,0.1311054522901983,0.1045494193887609,0.5351331959740548,0.5345787892505396,1.0,0.253017227631613,0.1314117316601366,0.1050083780558037,0.5306979985103648,0.5288272460343214,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0007311405123293,0.1523529182486095,0.1215116366252289,,,1.0,-0.0007745248585306,0.1512378779812173,0.120485939378283,,,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0003517003155071,0.1521032002675857,0.1213217663439122,,,3.0,-0.000292053644918,0.1520878626857187,0.1215097533981381,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.004499479095066,0.1523689571393851,0.1211234397784591,-0.1303253131551706,-0.1365775181633814,4.0,-0.004266340989339,0.152586534544985,0.1214091019623432,-0.1232858414583152,-0.1302421433202424,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0003709404616956,0.1518842071693633,0.1212062471693956,,,2.0,-0.0005109472749476,0.1529827023583084,0.1219229843695142,,,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0001687072946843,0.1519163288333662,0.12152579814458,0.2087587690175106,0.2182448602031682,0.0,-0.0002601193339901,0.1527749329717557,0.1220477277110086,0.2144117938686667,0.2234824502073733,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003414078392209,0.152137643614792,0.1213519943081088,0.2304610117585884,0.2344042704682204,3.0,-0.0005152307648528,0.1519630280661401,0.1213060970483193,0.2309475881748905,0.234116306927654,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1835251329348742,0.1375452954323165,0.1098709284017939,0.4468252178223899,0.44831589961609,1.0,0.185463735220237,0.1367182790786404,0.1094982340485024,0.4497869126056096,0.4506164593603777,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1699361725490679,0.1385601934363962,0.1089335538893472,0.4493902784200708,0.4514725517841557,0.0,0.1705312686300875,0.1384676633820541,0.1088186776400769,0.4516006384468644,0.4525687851839219,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1526279503082915,0.1399757088381011,0.1101449338229388,0.4378490235091369,0.4393909810885621,2.0,0.1542889857571471,0.1399031017752358,0.110043567717535,0.4414444602608998,0.441340491693054,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1913566168033573,0.1366644208177475,0.1078266141321545,0.4535379799294929,0.4567120548677549,4.0,0.1908472275680454,0.1371447025694774,0.1083925949531251,0.4522489821046888,0.4560447432585094,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0019878922989837,0.1520594455413498,0.1210688581679982,,,0.0,-0.0022786645275545,0.1529089585431861,0.1218564464111554,,,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0686889268578353,0.1467986634525132,0.1173443609251599,0.2929847804301712,0.3133724056106576,3.0,0.0694032779560503,0.146541510753959,0.1169677039761503,0.295178470381421,0.3143273568248954,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.132008967276898,0.1415160988104173,0.1128607432627867,0.3868458392928556,0.3990788049709287,1.0,0.1321278357503007,0.1423320234233145,0.1135812389066348,0.3872823954715446,0.3998145954000612,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2272781642155655,0.1337167988064752,0.1061332012477711,0.5284434523066586,0.5120802099532579,4.0,0.227730528971774,0.1334951837792236,0.1059450448364203,0.5277667171893055,0.5129305721687166,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1047900976674338,0.1439605364096809,0.115319617508374,0.3666376859352989,0.3688081310945076,2.0,0.1061458919365161,0.1434760758476994,0.1149773792522751,0.3669951278530238,0.3702126783229302,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2370857753772766,0.1327475255878887,0.1076708111594794,0.5054014116239052,0.4763703781837958,2.0,0.2431079308976628,0.1326291175801621,0.1075746769206267,0.5134355780882803,0.4871956651810596,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.398489308101547,0.1180140444455219,0.094322477718301,0.6601133094431558,0.6506991891285975,0.0,0.3946227987954489,0.118042871504682,0.0943708935546187,0.6577610845081929,0.6480494629876177,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3265734111588905,0.1247114917791168,0.0992169249029225,0.6084439099621356,0.5990826868247913,1.0,0.3269091478140918,0.1251027671608794,0.0994853373679941,0.6084959378229835,0.600615561971832,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002003442069089,0.1522022234044672,0.1214453263167522,,,3.0,-0.0002956845672297,0.1516447844380486,0.121139603288276,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3366624452052938,0.1238868022138482,0.0972935721418764,0.5911929906574409,0.5859054762650752,4.0,0.3407799666643061,0.1233566908924304,0.0964976358333445,0.5950922008864721,0.5908046127855556,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0005779603493061,0.1520645438503663,0.1212797634850023,0.2040215536727995,0.2107044007908603,2.0,-0.0005728939900451,0.1523326181812458,0.1215032253571836,0.2095683687021483,0.2181428419042645,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0010264292598296,0.1521890390527669,0.1213084196516843,,,1.0,-0.0009937810317453,0.1520030585354574,0.1211755781571608,,,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-3.421799134528669e-05,0.1521364982406616,0.1215183831822908,,,0.0,-6.056774503271356e-06,0.1518356088926935,0.121210732846696,,,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0002061684413661,0.1519374503360964,0.1212470705474516,,,4.0,-0.0007058366571635,0.152727647787972,0.121862185567022,,,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.001655763732705,0.152110337930861,0.1211334097501745,,,3.0,-0.0014309112133108,0.1525414420393624,0.1216926060791224,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0910751908678833,0.1449674429808755,0.1163729055239548,0.3189446594887821,0.3196899325614245,3.0,0.0899585550053824,0.1451388604500008,0.1167685008173947,0.3171035943829609,0.3173502836824242,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004268351761631,0.1522579240155536,0.1214230659676583,0.2574963504146627,0.2601061816729698,0.0,-0.0002281139975783,0.1514837968496155,0.1210529726642437,0.2467332033079022,0.2485848423035646,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0702521784080493,0.1466949061535719,0.1164104581969634,0.3132406125631608,0.3113496781032515,2.0,0.0765023645506455,0.1459025769659887,0.1156542277716442,0.3242421699999892,0.3235093757411363,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1568834544121604,0.139514746860562,0.1117680006575228,0.4499458167047576,0.4490087958146099,1.0,0.1579262018586055,0.140031350512894,0.1122859097307027,0.4505709443519874,0.4486028142490099,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.077634738132798,0.1460379869293843,0.1160131416487292,0.2966880293093169,0.2963662428007457,4.0,0.0769525705115308,0.1461617932874301,0.1162880553758176,0.2955740471813021,0.2970509743422604,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0004784837806051,0.1521285615636466,0.1213207996411117,,,1.0,-0.0006468911130617,0.1520513214496905,0.1213822823057152,,,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0023527096893247,0.1522884139476236,0.1212476919842409,,,3.0,-0.0022749683060889,0.1521059262186141,0.1210906128424166,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0834649731039092,0.1456740740452899,0.1151891972114857,0.355990340761401,0.3537848149225143,2.0,0.0838395114758741,0.1452200383167505,0.1149276397061927,0.354219478082395,0.3504961637180616,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2162772507123854,0.1346370425998099,0.1052842024392904,0.5413256156814837,0.5517561664959935,0.0,0.2181825230866538,0.1344263005044043,0.1050988183671407,0.5412247926479912,0.5508393452882854,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0025775820797571,0.1523757089913098,0.1212900124137316,,,4.0,-0.002600650660419,0.1518491728919767,0.1208853859823876,,,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1809418136537941,0.1378310260272181,0.1120244498308967,0.5017737373587319,0.478657748794813,0.0,0.1765058628899171,0.1371929821546311,0.1113906727195254,0.4968458701593602,0.4732666023955205,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3659352630368435,0.1211178538620116,0.0968403083673149,0.6243184682031442,0.6116351440825705,2.0,0.3628269675203386,0.1212948761483395,0.0972165482286845,0.6220839819510625,0.6074651435809362,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3122681564808379,0.1261737143548663,0.0992416639192334,0.5785711669630316,0.5615191853943085,1.0,0.3151543325907169,0.1256135857704238,0.0988128404130338,0.5808987040108633,0.5643930689851223,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2499156746678908,0.1316298529865113,0.1062280373895578,0.5106457218784166,0.4834708897821724,4.0,0.2521646255172978,0.1318134675545055,0.1062186015751457,0.5124308827047852,0.4836352657144556,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2382585630003684,0.1327000249777783,0.1074319923918999,0.5044882608089598,0.4755700213599675,3.0,0.2407335398951884,0.1326177853306748,0.1072482134292826,0.5068488796147314,0.4762250578815861,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0025406931014675,0.1521883642932111,0.1211472148574631,,,3.0,-0.0034868200242266,0.1526504073297745,0.1214387150860094,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0007389994190678,0.1521421957738532,0.1213231162915484,,,2.0,-0.0006546902607063,0.1520772167019778,0.1212491448856475,,,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0087151732427039,0.1527273987944471,0.1227667207773111,0.1513700652604268,0.1442016549806674,0.0,-0.0078408804428704,0.1527006494247993,0.1228662600859045,0.1510896680385071,0.1438121402671346,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002681098562382,0.1520501711311551,0.1216400657322003,,,1.0,-0.0005344601188523,0.1522902600338014,0.1218074328836774,,,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0004159699527039,0.1521803864656566,0.1214061250921469,-0.123382020054111,-0.1355274848153759,4.0,-0.0007091682551343,0.1518278059733318,0.121069965119086,-0.1280415695114952,-0.1400709263007354,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1454076671521393,0.1408056026617304,0.1113559622679207,0.4383513483622559,0.433879717281895,3.0,0.1450486497394572,0.1397226192023554,0.1107786197006982,0.4376626903819883,0.4325831487119462,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0075864204466118,0.1527150072359684,0.1227667581245873,0.2641189611084225,0.268655602288358,2.0,-0.0082591619101284,0.1524402388211986,0.1224391746858151,0.2669907940402761,0.2687448297546285,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0008794113751542,0.1522885422192123,0.1214307183588168,0.2645416300827277,0.2675258972403243,4.0,-0.0011175266603302,0.1515675978849873,0.1206842733756004,0.2663069651810833,0.2692004637536849,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1516014135440709,0.1400317285365608,0.112220385489582,0.4443111778428303,0.4133214386267105,0.0,0.155897780869556,0.139881388633894,0.112106677422979,0.4510342817823922,0.4173757222413266,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0198756984035948,0.1535811744939872,0.1252934969589847,0.3267912097820699,0.3132627804204082,1.0,-0.0209406047055535,0.1536460641512102,0.1253108169205616,0.3282703455258811,0.3139356142524769,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-9.50644493344921e-05,0.1521926017082902,0.12166005488319,,,2.0,-0.0001837240496396,0.1516424466919393,0.121352942841017,,,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0004000249920919,0.1521180335214792,0.1213335306197137,,,4.0,-0.0006800201116363,0.1520706276624973,0.1213734790435622,,,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0062401480796365,0.1524211225681719,0.1210481197762848,,,0.0,-0.006581684683822,0.1530804547661219,0.1217052058025839,,,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0084901329867479,0.1527243705390712,0.1211542036961141,,,3.0,-0.0081849509259646,0.1526719093371804,0.1213652480046912,,,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.143100382661348,0.1408456521094225,0.1111408368485938,0.4494109074102076,0.4389470157782359,1.0,0.1418606865396535,0.1405856153567717,0.1109033264609421,0.4474173923576878,0.4370403780148873,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3430432176408505,0.1230729532902041,0.0968516796567064,0.5860843206741637,0.587827158251436,2.0,0.3464593689498529,0.1236855735155855,0.0971548661385439,0.5890620294588269,0.5915668926121269,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2472946817689045,0.1318230523865165,0.1040489617704192,0.5109493260348059,0.5031569396340794,0.0,0.2472836636455699,0.13239542834948,0.1044364037314719,0.510690466229048,0.5027923518087631,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0026922471827237,0.1523319306891346,0.1221289489399518,0.001973811873563,0.0077176528419372,3.0,-0.0026876690270807,0.1520662769165738,0.1220176751074373,0.0042086446719567,0.0104646327024861,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2367842806285925,0.1327561200106483,0.1070991372991209,0.4969661141013131,0.4650012026033305,1.0,0.2393939672621079,0.1330200481308198,0.1072282643735364,0.5002981265855713,0.4677099769367797,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2464346592733521,0.1320315576441074,0.1057348064184542,0.5106675566865788,0.4906860566348079,4.0,0.2456072608573092,0.1320106674493666,0.1056964973533882,0.5091743291693025,0.488959193463907,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0008847550588235,0.1520790547969058,0.121290722639238,0.1594728400462376,0.1573674697274515,2.0,-0.0009095625950519,0.1523933644818746,0.1212994499143605,0.1595679571475794,0.1593457380085948,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0017239155030239,0.1521716867751927,0.1212805802392879,0.0485880242232895,0.0282506180851354,4.0,-0.0017617724369267,0.1523428359425659,0.1210746726177928,0.0517442378734578,0.0319783983489864,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0038232574213028,0.1524523672488022,0.1212574021003208,,,0.0,-0.0048244207984249,0.152086267794407,0.1208906161420853,,,0.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-1.5327352123062354e-06,0.1521495620357041,0.1216057006287388,0.1660611123065901,0.1802942155613774,1.0,1.7145626696191133e-08,0.1517733943804848,0.1211224699537801,0.1636355922092344,0.1774369992844141,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0034241072801923,0.1523169329747707,0.1222056034185573,0.2167034764899533,0.2233567608673711,3.0,-0.0039132019423591,0.1524407274254316,0.12226631282411,0.21811689911099,0.2260915618578742,3.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0912537332602823,0.1447784749370402,0.1152181902871942,0.338525052525941,0.3494443901155972,1.0,0.0927157558699661,0.1456143204666819,0.1157019669986375,0.3428950693960788,0.3527903424640861,1.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0006888595163245,0.1520461694830036,0.1216937505282255,0.2576914305836854,0.2634841568445502,4.0,-0.000475541564423,0.1524310147044356,0.1220277506573031,0.2563112093403933,0.2617082036114405,4.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003386794039739,0.1519541947752846,0.1212254950174686,0.2624555815734933,0.2652307925275877,2.0,-0.0003303419728981,0.1526816096581131,0.1218943555500925,0.2629712197110211,0.2667981733681011,2.0
random,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1594322177345396,0.1392052959413269,0.1116236602262291,0.4202279119776729,0.417937514294651,3.0,0.1615828671891034,0.1401229408003084,0.1122684778533382,0.4233839886172976,0.4198067294132482,3.0
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random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1655197876160997,21.97899757668148,16.52815268426192,0.4867853120036485,0.5075835166580795,1.0,-0.0314605960711582,25.81171075153032,19.35105288868219,0.1587834406274978,0.1598256203890006,1.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0328171254052132,23.224214569424863,18.34530009969076,0.2023934012428271,0.1994203419941367,0.0,0.0165624598146967,27.08991986933216,21.730655203805835,0.1295922370424226,0.1322602280348759,0.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0607396735620898,23.30516108340721,17.44053486071135,0.454903515507826,0.4653551701249962,2.0,-0.0028026335180864,25.04062609744988,19.66315847907268,0.1804153664364187,0.2570087189805499,2.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0075416591212289,24.48488265841153,19.81798417958042,0.0971741943713881,0.1281540805834913,3.0,-0.0309203958059391,23.85182549179333,18.24751044904681,0.0072972216069457,-0.0141515761234071,3.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0741211827014559,23.056730942360616,17.883996501989532,0.403275532796736,0.4075607485636257,4.0,-0.1005805206110344,27.38138491050492,21.10334935470366,-0.0189539398065161,-0.0300804828973843,4.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0008809804669533,23.96905629366905,18.964647143983004,0.1875443396698933,0.1823692855990706,3.0,-0.0014480638805416,26.13675735093097,21.691984813851366,0.3761931527286157,0.4170055081091225,3.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0010012478670302,23.91074008302092,19.30959410068445,0.0001744446726363,-0.0186121552038106,1.0,-0.0055050454408773,26.388469533957142,20.205749333341355,-0.0277568093272972,0.0538237715490427,1.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002036241199112,24.48929178484694,19.55275824724164,0.1423767488331175,0.2269117281959218,4.0,-0.000144272783237,24.07396848642966,19.565099242304413,-0.065802454667238,0.145575881574481,4.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.000732330155037,25.23049554772127,20.17253661841677,0.1242307927815702,0.1316826349180493,2.0,-0.0022894106212736,20.82890423666622,16.858887660066838,0.083540087463755,0.0262579855463706,2.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0188528666375584,24.713711336427632,19.60122113733124,-0.0495825046599167,-0.1012590507433809,0.0,-0.0039463984952043,24.074025122693435,18.314555975685657,-0.1227658151867945,0.1023159886262358,0.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0086761291403794,24.91504792675533,19.99231700053968,0.0358253392442295,0.0487333716679224,0.0,-0.0571463387670523,23.325320246542763,18.67785410706426,-0.1077042773355433,-0.1046948356807511,0.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0213207574795434,23.65200353700798,18.57849288083796,0.1591461445659002,0.1531474707679869,1.0,-0.0084326980662694,26.34346283919401,21.746355865908345,0.0339638545938451,0.0363514419852448,1.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0133451984840993,24.98250788151845,19.97327305121171,0.0485107050030502,0.0565661466749062,2.0,-0.0038940673583931,22.60982402606297,17.710867545974082,0.1966633192452809,0.1734756327662638,2.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0494105226496559,25.39712624624929,20.21063179096423,-0.1275078771826968,-0.1050678222505001,4.0,-0.0331735930531946,23.15781158901197,17.80520112158547,-0.0298421035867364,-0.0631120053655264,4.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0157174125916477,24.406875277343403,19.66059341537743,0.0104331723439163,0.0009317966335057,3.0,-0.0343932454455278,25.570771509173177,20.525461812623792,-0.0706980731036631,-0.0486590263181613,3.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001477760101811,24.82428036559085,19.99775513712565,0.0750788066752105,0.0903906689605163,3.0,-5.464041291425304e-05,22.647365365050835,17.85725065634284,-0.2337174353423231,-0.1973421652800089,3.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002716925924464,23.741686540352013,19.18695058722245,-0.0373608842746613,-0.0512193927136876,2.0,-0.0144627247290982,26.98721722174327,20.717764316612566,-0.3359878114123959,-0.3464737250011607,2.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003541022921575,24.586494496327337,19.60494536175644,-0.0924963231777856,-0.063394881053183,0.0,-0.0004638515688115,23.66853683118225,19.402193100620327,0.1216974344293691,0.0604205799708879,0.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0170497936053704,24.685896721216924,19.329063857229134,0.1801760326198451,0.214148452940576,1.0,-0.0234190887347212,24.38439408826629,19.339416147151464,0.1351081335332638,0.1355980516316234,1.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0054477437066786,24.26180865598299,19.36113523837976,0.0253362299257124,0.0228328368730333,4.0,-0.0013292300178338,25.12587360513777,19.885534880732145,-0.3521301969435613,-0.2161287402463947,4.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0408236654629226,24.317278488811457,18.955615557754246,-0.0091015858526468,0.0201698358340044,2.0,0.0257832700690094,26.15523530318958,21.77047364570725,0.1831712932899806,0.0982562038900067,2.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0031736099353436,23.97203305710684,19.002461620933133,0.1192014446521098,0.1289454452805865,3.0,-0.0432229267268196,26.42959548217093,20.91171112920197,-0.0164159739188013,0.0057344064386317,3.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0313997793694762,24.507300176459463,19.33365925705224,-0.0090694307862256,-0.0339930904475501,0.0,-0.0646625168039338,26.180212564496024,20.297821816457827,-0.0684116346234818,-0.1298457411133467,0.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0827172030055871,24.81761714329061,19.196747166148405,0.0244331072962505,-0.0096409237983195,1.0,-0.1031836092729345,27.844337868520626,22.1418283274476,-0.0239146462678937,-0.009926307229618,1.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2567603196693515,20.70064200303592,15.866487474073445,0.5305513848483001,0.5168743359814861,4.0,-0.0769042478248738,26.771244050461696,21.45707798326519,0.053659884889487,0.099664654594232,4.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005110530635825,23.63918191484913,18.77598846970943,-0.1751260546156787,-0.1674107932647014,4.0,-0.0544394385718081,27.5177435751948,22.061285439074886,-0.0337808172128398,-0.0253028715376377,4.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.806918041712962e-05,24.619699787936216,19.86955883146587,0.017205280840895,0.0734285912387403,3.0,-0.000658678045321,23.53052789009438,18.68735941497373,-0.0628249173232478,0.0819597914231816,3.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0116620954716784,24.952082328807936,19.56175330392938,-0.0961335944736626,-0.0914485495655239,2.0,-0.0006005930789474,22.536343749965184,18.770656087096302,0.144439833276838,0.129831475097121,2.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0009096473149337,24.332029489822816,19.229549375835216,0.2374063132229782,0.2958834120479953,0.0,-0.0006067638658961,24.71287527425073,20.74420671704789,-0.02202428225141,0.0544274719562702,0.0
random,siRNA3,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0053050058090051,24.524173213739346,19.481240154065585,-0.0165024060737543,0.0222330596970361,1.0,-0.0053012097257816,24.24797318337628,19.187653870918385,-0.0027269638854446,-0.0035217763768169,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0086803880540229,23.05094049287432,18.4556497304816,0.0125916802650841,0.0013042564325739,0.0,-0.0485163546390994,30.04738459390403,24.0677585677026,-0.1348532746520503,-0.1444332662642521,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0065527767175412,24.78398148196423,19.53503272555167,0.0561696832229546,0.0538124867487964,3.0,-0.0111164220872037,22.910562556865848,18.88953997115014,0.0334477443569865,3.353482172168255e-05,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0178823765469819,25.067387136378887,19.70227479472913,-0.0160305915184919,-0.008604154959809,4.0,-0.121411885388635,23.69863232351488,18.70938276908767,-0.2293577841525167,-0.1976525821596244,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0157965767379051,24.62468735107052,19.26727502602025,0.0136037558800844,0.0215941009870891,1.0,0.0109476823999714,24.0748305032679,19.793968204981848,0.1088981791636329,0.1117706237424547,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0100285504729396,24.55046640673599,19.762414568449323,0.0004467805145258,0.0073851725289143,2.0,-0.0821716576960467,24.64340359956552,20.33803468086349,0.0105432702840806,-0.0676732702343553,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0023889712783615,24.467929164608545,19.41751909972074,-0.1799270368713354,-0.1902493316843486,1.0,-0.0077687198114995,24.34682926420625,19.60296526841714,-0.1018044597563429,-0.0794614262590953,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.003342720941359,24.933596482899347,19.808887954444216,-0.0214050694343162,-0.0342418511446288,0.0,-0.0481539471138134,22.658173169825016,17.74883169469699,0.1290202389769728,0.1410029859995096,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0047650638112339,24.93098530899905,19.66213264599181,0.0769725245997409,0.0443721010906359,2.0,-0.0094955604657869,22.26725471530868,18.81461245254732,0.2346854610895465,0.2417691582083884,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.2839670662012637e-05,23.879515929322697,18.951357750072816,0.1886786241831348,0.1935904535915128,3.0,-0.0377405986024663,26.51913005995496,21.60345421374684,0.0112790666653861,-0.0557442214261937,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0035212952390635,24.598992753391364,19.589499313622188,0.1215001710585231,0.0816128932875784,4.0,-0.0464038121669945,24.10773354298741,18.61094427834095,0.1257323050932121,0.168362983977121,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0008124893587454,24.536189146263144,19.66326435289885,0.0564771442644585,0.0655764771412582,4.0,-0.0011123704148583,23.82630045589024,18.85012405825333,0.0612717701062447,0.0644198524480214,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0039487819393704,24.125857201068,19.143693825169613,0.0369232660670939,0.0453021697645655,0.0,-0.0189995674640779,25.91545374506453,21.274669544058792,-0.0717306887445189,-0.1409456740442655,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0262526254404678,25.20069630289385,20.13382574088113,-0.0830792372086619,-0.0708183493153552,2.0,0.0129878700182137,22.240848313438143,17.583797444088354,0.1154192693067845,0.1128101945003353,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0143801836139856,24.838939368307656,19.882517780504728,-0.0263491969010591,-0.0108443531165463,3.0,0.018282921175406,23.01480865824746,18.455890689903576,0.151669049888289,0.1487449487960402,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0110678351861466,24.02831294477036,18.75306820357473,0.0616023618565543,0.0801827306569724,1.0,-0.0866858138674215,27.33110245735086,21.89625290131905,-0.2100874798493089,-0.2452045606975184,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0045784801868353,23.85564170972065,18.7689289732816,0.1209611662408909,0.1136575180475715,3.0,-0.008747338935344,26.55418007075711,22.47180828255667,0.0515114093972897,0.0653967403711313,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0066530835410767,23.789278971488606,18.650856319494416,0.142625380865641,0.1886694765408436,0.0,-0.0697766802196875,27.537434032875268,22.14034095011966,0.2033657631672684,0.2050843488932976,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-6.501957720672635e-05,24.4942449260068,19.56478097373561,0.0836216992263945,0.089060683814007,4.0,-0.0002032787286605,24.047254453514228,19.58425652302487,0.1119607109958755,0.1214598320005755,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0019040815425366,24.574989094954297,19.31081029095566,-0.1858758635866277,-0.1905829931242017,2.0,-0.0160906366317743,23.71630864821956,20.586364698813,-0.096665858840506,-0.1491309709035195,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0031869733754352,24.93958598135451,19.93820229192366,0.159968799624421,0.1739193488793195,1.0,-0.0149729387596586,22.16699243134926,17.88353550655741,-0.0896015246809526,-0.025270183100509,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0114610122085044,24.275710479390263,19.37758929175661,0.143231930538481,0.1407449089405588,4.0,-0.0292434551135201,24.567812250794645,19.578509562317755,-0.062313051817193,0.059758551307847,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0074751843866702,24.430995067733,19.073979539837755,0.0377641782291949,0.0485096759770846,3.0,-0.1685964639495099,25.603702131187568,20.3576557557012,0.0376986584977775,0.0674379610999329,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0249049512489194,23.97842863454488,18.86403466368558,-0.0227805268682612,-0.0175424022601615,0.0,-0.0045997407875393,27.016230542698818,22.124551524847327,0.023170836763326,0.0470828896972423,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0143808617398819,24.42065810610726,19.778275596752504,-0.0198453907545135,-0.0543326999533877,2.0,-0.0210110802115359,25.28602869544104,18.885796811815723,-0.095194077444293,-0.0768947015425888,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0008004558227039,24.635256541714064,19.22590303976494,0.1222566749516309,0.1180429523257232,1.0,0.0027795743981596,23.438628034718555,18.94883552013988,0.0770178900163181,0.0761234071093226,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0030689515555217,24.31804988613607,19.19109620639734,-0.1421982222795845,-0.1285012906587609,0.0,-0.0040333177926858,24.94497971397452,20.507909881161968,0.1765775065237443,0.249589188241895,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0014432790886846,24.72646236186485,19.779470427396006,0.1052581423414237,0.1482048882326485,4.0,-2.87256851434492e-05,23.133264007475614,18.425609504807166,-0.034431540202373,0.0301483102453734,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003875987691035,24.130017174711824,19.37532873428077,0.1342933763687319,0.1655748051595095,3.0,-0.0129163615970042,25.48070699735637,20.607407581168168,0.1640644472065991,0.1517166213867103,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.165977386683117e-05,24.6077726668062,19.68951001083642,0.1547566714295525,0.138222645766875,1.0,-7.356209907194433e-05,23.5749352434902,19.120549602239908,-0.0172717466076962,-0.0511878725144585,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0058501035924118,25.177367513055664,20.168363802190417,-0.0220057020084491,-0.0074225174145594,2.0,-0.0247765409230762,21.11210117198825,16.812221380959095,-0.0571683653106528,0.0528513221288601,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0120764993452875,23.76444884628036,18.852331447132848,-0.0013526324015123,-0.0043650601313548,2.0,-0.0629190941699606,27.662460028600663,21.615717358656337,0.1256646612511512,0.12676162610796,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0116328276502712,24.527280648673205,19.4208584953442,0.058238149350168,0.0846768351269902,4.0,-0.0378089941361809,24.93868071192548,18.487965541356044,-0.1259455538292382,-0.1060026827632461,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0128090114002843,24.81182153557633,19.87543678845857,0.0194284207274593,0.0131693094361385,0.0,-0.0062266244282069,22.89296959368001,18.38500480974224,0.1165332272460183,0.1126770009848533,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0054931622235094,24.582861495697017,19.67161124032004,0.0357191313142958,0.0382918022729524,1.0,-0.004102589267297,23.970957657892125,18.756210615131216,0.0145950191282681,0.0054996646545942,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0481889151554009,24.39261212050036,19.291548499391787,-0.1378501102223982,-0.1732802645422394,3.0,-0.1277057029514687,27.690237868170307,20.9244428134972,-0.0343466598884332,-0.0485915492957746,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000947920070687,24.835636362211453,19.90764490013792,0.1670389855250659,0.1333032842102999,2.0,-0.0032086509975748,22.60495162075408,18.11490178497744,-0.1036703340573312,-0.0991951710261569,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004990962285169,24.244311390520284,19.444460188480846,0.3269631531642044,0.3318091501275858,3.0,-0.0001250732782498,25.062134328948776,19.88577204959493,0.1792564468277635,0.2263600466213572,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0019434118475152,25.028809187427147,19.880908607349063,0.1966718720295009,0.248502837254694,1.0,-0.0486100001899643,21.71578240471572,18.475335252788703,0.0537995224315036,0.0516105233152802,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-6.917746122603319e-06,24.26540590769041,19.521348439534503,-0.0526995367034838,-0.0536382727142897,0.0,-0.0009548325175214,24.958518914815706,19.814791777704805,-0.183130127775922,-0.1889897799030883,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0013410627066252,23.78531222532071,18.700951791328297,0.2616752660425481,0.2887572851042864,4.0,-0.0892952741677488,27.221725099846683,22.14500310333682,0.4211320819278705,0.4295774647887323,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0370705263310087,24.83168030625565,19.380220135605125,-0.0714992036686288,-0.0737604799623126,4.0,-0.1164695459133284,25.689379306810213,20.416805989440057,-0.1707777851328174,-0.1561381299361539,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0198245319650323,24.501046125388765,19.46733119924445,-0.0530195655680203,-0.052432048477311,3.0,-0.0129473299286853,25.09736751727622,20.77869120853048,-0.0109097310296869,-0.0054996646545942,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0063383297905807,24.248830608515444,19.290196217319423,0.0180869732320167,0.0295033587454295,2.0,-0.0154316899039359,25.43230374940733,20.924842368112483,0.0192727895346682,-0.0071932192593009,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0192777368473988,24.052313621698783,19.15046974958453,-0.0186008100727254,-0.0085266530806657,1.0,-0.0211376093008861,26.828154708568885,21.244868995773963,-0.0821053391087243,-0.0141851106639839,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0203806595265532,24.8715273105981,19.889049856085528,-0.0466313617187219,-0.0330921460518936,0.0,0.0066409512233326,23.42741395597744,18.756845870756763,0.088770279270834,0.0539570757880617,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0015807025963427,24.99810212095568,19.733654207463854,0.0130958688531924,0.0331649238501123,1.0,-0.0040696904112826,21.891862885833152,18.74120276437679,0.1772233809428777,0.1215776219649232,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002851093172713,24.0938635578803,19.259783755653785,-0.0316725701212557,0.0518315043750622,4.0,-0.0064008727927253,25.66709065964867,20.533440611933315,0.2766043358128283,0.286497589855585,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0004501073991296,24.78756603269625,20.043179915043343,0.0899996209069913,0.0903829057719351,0.0,-0.0005007742504752,22.814409951294177,18.013894990732968,0.1043642547650214,0.0725439917368395,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001761117589007,24.29449237764065,19.38716839920847,0.0635319308746319,0.0375485999052331,3.0,-0.0124341560660894,24.850635518655736,20.2623395484602,0.1214377072008694,0.1263164981640413,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006974864507309,24.495471105899952,19.705102108604027,0.0627110019018315,0.0379816917651187,2.0,-0.0658966934854066,24.34538692613398,20.477327614367848,0.1508450511461918,0.1648570022187715,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0160629725817933,25.00981990423146,19.869087266353137,-0.0154226521415505,0.0248187143173062,0.0,0.0119016119013212,22.54231952649035,18.01624498179261,0.1148371859754222,0.1267113238753775,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0185671183154105,24.4730759435025,19.146119890179552,-0.0033952444313753,-0.0026108466123097,1.0,-0.0511538448520882,25.55482169018033,20.75489268558126,-0.0336257085565697,-0.0088867277562458,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0136065412576222,23.930623105048987,19.06902617605109,-0.0147856744712915,0.0050096711172175,2.0,-0.0390645038150747,27.31818630679547,21.546162509112285,-0.1625460129662009,-0.0925058057192613,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0172913762119417,24.09555112645992,19.10282722553454,-0.0339554919963819,-0.0215251557941112,4.0,-0.0029660018972885,26.19629374780913,21.69386900136168,0.0914028379119279,0.090710932260228,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0147614413699728,24.21075658785157,19.241011338083368,0.0124169759172682,0.0101287201235428,3.0,-0.0115102732349898,25.979883356099155,20.298974001172564,-0.0094192136866743,0.0045606975184439,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005839191655854,24.757424012881685,19.88515355856377,0.139231113353975,0.1383599953524616,0.0,-0.0119449446567807,23.0388652417288,17.90131200870998,0.0352239591444952,0.0164825030623951,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-5.120867824892628e-05,23.65912320966925,18.994332096568325,0.2726493549456896,0.2568210377428843,1.0,-0.0034728086317794,27.194991829867075,21.90811604029696,0.0500123011005306,0.1486568072722063,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001053310348109,23.914926730216788,19.23887881630345,0.1211884635587442,0.1049869708705627,2.0,-0.0026266722095982,26.27913688083593,20.99220048071633,-0.0014715697179696,0.0121402161637062,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-9.55786686818172e-06,24.29747034394341,19.430518346418417,0.060636256845687,0.0331248184985008,3.0,-0.0240115729044936,24.879322936452848,20.745218621912137,-0.0982867334145568,-0.2050176962218448,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.000204507741301,24.59406024768725,19.77288276163737,0.0459409527761467,0.0226160580998777,4.0,-0.0244474486496517,23.73808880020185,19.61423021773217,0.3505239568052286,0.3352783366867873,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0033249665400987,23.94232368614709,19.12185284316749,0.0574332995288038,0.0525416937091146,2.0,-0.0016264698103374,26.34328138300137,20.63608824394118,0.057402682638043,0.0319919517102615,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0082329935949447,24.55899950648191,19.584883306670605,0.0985459107666609,0.0916841232739854,3.0,-0.0142527720870386,23.24655774413057,18.62070093074315,0.0578420849378606,0.02605677493282,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0138162287192904,24.861850168443056,19.73792094555236,-0.0130715671139719,0.0113992856395874,1.0,-0.0741736518308806,23.859513230016443,19.126517351177377,-0.1253942854508369,-0.0753856472166331,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0399007209114028,25.216618468933323,19.60529901015968,-0.0208022501515335,0.0058002087536048,4.0,0.0077510610408378,22.365854266855848,18.29748255769971,0.1034942226058286,0.1095238095238095,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0259055416373203,25.061792926890643,19.98279000640333,-0.0785710233003679,-0.0424261816553321,0.0,-0.0809250954479656,23.24082235914977,18.774985070027093,-0.2060400040701819,-0.17419663143328,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.042347545116456e-06,25.471805936332995,20.81916410747328,0.1540564571268301,0.2222205518740514,1.0,-0.0038185496126896,19.54697730860763,14.798882317341551,-0.2295002597309192,-0.1584944585689293,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0185616271132105,24.44637164353991,19.31124893188477,-0.0440387334628953,-0.0696465090282209,3.0,-0.0736478592873193,25.83196412459069,19.355070214070064,0.095254551124585,0.133524489905225,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0076346397977846,23.98860410432079,18.928866534852148,0.228224966716201,0.2120374245541422,0.0,-0.0960423502936196,27.01725058696028,20.953026490547288,-0.029329819812845,-0.0088201017910538,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0029579188893302,24.768148829351382,19.77765767201206,0.2129626759011618,0.2073426528949305,4.0,-0.0015957323095918,23.061135544343497,18.20766278978805,0.2250353070771564,0.1958309940779398,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001622423962166,24.419054668026817,19.70323692241468,-0.085273759343731,-0.067884483720879,2.0,-0.0047676563812892,24.348174603228923,19.11472479376995,-0.1945170463072963,-0.1687500524524131,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0248284989770313,24.658803014938503,19.76268814997088,-0.0713384895801945,-0.0986854536270005,3.0,-0.0338028799779406,24.98934205145598,19.324235627080352,-0.0894675753451512,-0.1075126384397142,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0124559747491286,24.765284017987227,19.68763528710081,-0.0205108943494421,-0.0151567991438416,1.0,-0.0338741105026447,23.831250651435365,18.77675360451282,0.0111322376388999,0.1020120724346076,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0012985121391433,24.74939765473361,19.78121159336023,0.0473963594260346,0.0107779984513275,2.0,-0.0119082468471294,23.15662727903571,18.58029249594245,-0.0217343217438983,-0.0371565824676242,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0360666112091507,24.419382161534063,19.101139941834568,-0.011869978514232,-0.0175719547507009,4.0,-0.0911367342590514,26.8674562131261,21.22607560493577,0.1088755642609351,0.0497317236753856,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0006745714169478,24.269574746901785,19.4404940999349,0.0622134808258069,0.0424414740121474,0.0,-0.015000461363307,25.1477268922172,19.490458713585223,-0.0335152814546539,-0.0614860956267049,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.001173840076502,24.01205168554697,19.37878832525956,0.2637300896557251,0.2304672986195256,4.0,-0.0003966727773623,25.976960355948744,20.039744309976065,-0.1313393958202035,-0.1595640327031557,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0088068659446594,24.778169724525284,19.56640801787795,0.0473453296554447,0.0557142333223528,2.0,-0.0111225228321785,23.43927535226453,18.65298378528004,-0.1303340962502071,-0.0811053262602177,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0041637832517622,24.02950071384607,19.00762387780976,0.2053227205803191,0.1934271389044297,1.0,-0.0098964511542956,26.153231835718334,21.094084838007536,-0.0156797873072079,-0.0269116944316502,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0006388727574995,24.36434244606392,19.606365533126027,0.1137375440135617,0.0886605903718498,3.0,-0.0038779824868095,24.63107648124912,19.107937349131408,-0.0130521086726661,-0.0832355209882598,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.001476176162698,24.33349862389467,19.562201417086417,0.1154260342322891,0.1907588718042071,0.0,-0.0049046825218854,24.80977522816477,19.143456975372747,0.0010028835837845,0.132363051042266,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0246468520911222,25.075633436092463,19.72795816736054,0.0195314893985424,0.0248451519476962,1.0,-0.0560680454110416,23.2133732021556,18.867025410826777,-0.1487598910272865,-0.1516431924882628,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0282059116532156,25.203146307139946,20.266106279607406,-0.0075356989093836,-0.0196371954084103,3.0,-0.1824056349654097,22.80013981696475,18.55225348244251,-0.0692532436932056,-0.0019785378940308,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0284092459814131,24.80903496197738,19.383269589340475,-0.014470962578652,0.0436560386974376,2.0,-0.0331339975628299,24.561149772884608,19.47943583313848,-0.0081235145519579,-0.0321596244131455,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0175031183311564,24.263630260338086,19.143531791820863,-8.179743857675108e-05,-0.0022163549682608,4.0,-0.0266192483203728,25.91914696078377,20.709416910090912,0.0297059924662346,0.0352448021462106,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0276967332766358,24.701815557946404,19.6537071688468,-0.0221519478401303,-0.0106644763170666,0.0,-0.0219964290231056,24.497671050599767,19.72920659239863,0.0337496322441569,0.0492622401073105,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0044337129810814,24.75519460939244,19.75408211477179,-0.1108637470204673,-0.0960839389520748,1.0,-0.0025706219345023,23.07194304969472,18.381530594086986,-0.0988682159526721,-0.0596859923384693,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004132641558027,24.51673261667476,19.56975245746813,0.0384282728659699,0.0117468449103362,0.0,-0.005122226484296,24.007083070296577,19.28563486448476,0.1144717712458414,0.1029129409640402,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.007128865053489,24.507251153982367,19.59338918317828,0.0495981890805038,0.0793865730509204,2.0,-0.0030170290653381,24.3697568417262,18.68626625598316,-0.1337837994968572,-0.000612668307167,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0081322412735764,25.35931011900832,20.061628246642,0.1215430806372227,0.1759841067921345,3.0,-0.0129457460079813,20.35262917167595,17.024046046297318,0.2353088631768721,0.3326457425623927,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0011790781135629,23.821554175746563,19.093880709999485,0.1123800295132061,0.0848869754227092,4.0,-0.0381648985101816,26.88257858104678,20.77950289229272,0.0670122296194173,0.0480778102993394,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0220126021166326,24.676910330344256,19.52039216854698,0.0371565286258498,0.0337909115744479,2.0,-0.0298896011797427,24.74008036918784,19.132774548597737,-0.0362986683368181,-0.0308520359839479,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0348868491116192,24.647343806059872,19.752415341025905,-0.0322866381117034,-0.0565996118333094,1.0,0.002431448495536,25.06961608908248,18.895401364178724,0.1256659867006959,0.1467471495640509,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0233522397986063,24.809542299724544,19.66922372650681,-0.0348082865091299,-0.034527549764,3.0,-0.0197097819097096,24.097499097396057,19.3855178424674,0.036858609761975,0.0357648873661744,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.050144147114046,25.82038582442759,20.051226127222968,0.0278899318969129,0.0605279101639195,0.0,0.0139277028649734,20.563804868745272,16.120451447392853,0.1485570211810772,0.1384149766562447,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0513116620223805,24.68450467692546,19.82222722558808,-0.095138866576268,-0.1150208287111284,4.0,-0.0430225494698279,25.99005648636384,19.67137086465325,-0.1009147688904785,-0.0664654594232058,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0005578241051991,25.08489419201341,20.27397044988264,0.2039720763867923,0.2117936151062865,4.0,-0.0400871177760466,21.47138969750624,17.11127480090504,0.0825173220913459,0.2134994424910919,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003763624890027,24.84421009512845,19.92528720199853,-0.1087767569003799,-0.1000506592507077,0.0,-0.0079314663940364,22.556050125053247,18.2946330991933,-0.1065106680179423,-0.0845755294354365,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.275893230445746e-05,23.767308525084736,18.996689114754663,0.2275383791726416,0.2044568714569831,2.0,-0.009839488333116,26.846712537415875,21.646553974420254,0.008672093015638,0.0355139716906012,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0023932844707652,23.342555510510103,18.622142604894805,0.1745952788866753,0.1726359222910201,1.0,-0.0057385459268757,28.428597259876515,22.811883510535868,-0.0577147569632443,0.0333551343747293,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0027397868442207,24.448376152501663,19.5004113807009,0.1955250706647986,0.1856769783446558,3.0,-0.0001829600615661,24.350918173899466,19.39583916677556,0.0351260681322103,0.0032864400816169,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0405780887603381,25.13314233036957,20.02566628332305,-0.0851676201094638,-0.0914596863719734,2.0,-0.0413662347405698,23.840901612004004,18.655424340476458,-0.0002741311073613,0.0744466800804828,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0229524525358988,24.28643723564971,19.44406653367428,-0.026091477363512,-0.0476401039258592,0.0,-0.0885129682214269,26.41412814349139,20.33935305528238,0.0742020066803712,0.0772971160295104,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0176284791860632,25.115867696897187,20.21457934463233,-0.0065966836049057,-0.019777942019426,1.0,-0.0456252319285732,22.76710351676603,17.92008015807246,-0.0247026955673359,-0.0040241448692152,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0260774445934379,25.584074974692527,20.15411480927049,0.04518501912148,0.0541484281528987,3.0,-0.0853354628362688,20.443568742533703,17.061914230131766,-0.1011769315445345,-0.0903420523138833,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0145990712876507,24.607118830400072,19.32585583174856,0.0116792340853573,0.0265135703432087,4.0,-0.0757073800517482,25.2076461987332,21.55017940467512,-0.1714839419785925,-0.1824614352783366,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0013119999105724,25.11746041826405,20.071190990782625,-0.1207110550242436,-0.1056500429429628,1.0,-3.2169518165092725e-05,21.363190561078923,17.291979870863365,0.0095278810353981,0.0362904583335518,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0023939970624555,24.814234761791724,19.764492301003973,0.0640169796734683,0.053937186071461,2.0,-0.0008013756073512,22.819749843995183,18.332416751485475,0.1527356051865837,0.1055697327503469,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-7.639360868205713e-05,24.17038059587157,19.13970552464536,-0.0261246958735105,-0.0320144972487447,3.0,-0.0036356408015709,25.325197409496266,21.517690923986304,0.3002253337372441,0.2658159929279253,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-3.6506597698160448e-06,24.98883243909744,20.10329352770353,-0.1669706801831355,-0.1799462388830237,4.0,-0.0492801946028025,22.015001477845004,17.023303826560436,-0.0971131688940158,-0.0774054363096561,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0010200078619357,24.34411213915423,19.39839375599644,0.1066600887022562,0.0902308774704877,0.0,-0.0092592057301237,24.64853423207049,20.298925822083376,0.1043209353547365,0.082097373394345,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0085856328902789,24.290854997348617,19.14377926234195,0.0561248688100366,0.0469848530521479,4.0,-0.0277510313620563,25.55760650710365,20.63246940935161,0.053825324299875,0.0507214178540448,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0331013706684435,25.292034047648485,20.12814028395268,-0.0609495522664915,-0.0666230705070773,0.0,0.0048264844068066,22.323882185370792,18.090417807135783,0.1016731407116725,0.1447015425888665,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0173104818114997,24.72203318498992,19.818269059566028,0.049792457716426,0.0189366007479833,1.0,0.0078885377707227,23.84682880494992,18.196936353226786,0.1161053954167904,0.0225687458081824,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0516307730315712,25.517264895024816,20.541798015929103,-0.1220752518937623,-0.1211032368463913,3.0,-0.0144193871655957,22.43341754673332,17.87571850199095,0.0432024716158228,0.0823608316566062,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0346052919925703,24.220749069490825,18.85030426614326,-0.032706476561852,-0.0345804160686414,2.0,-0.1167243835437816,27.87400961100725,22.19506412989657,-0.1781762855300802,-0.1094567404426559,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0025415694480099,24.211902550011544,19.21622887166341,0.1114578046106291,0.0528758033356796,1.0,-0.0131269159464975,25.40282292530115,20.339396411734565,0.0186174643075275,0.0053493422639118,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-5.7817049524011566e-05,24.32405218519592,19.49328659004077,0.0904993879192462,0.0897631288924397,4.0,-0.0027460899826037,24.72426878390588,20.060808382705897,0.2191808545611211,0.1616391958282332,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0027454251919307,24.355851545682704,19.38816924620512,0.0978128597102787,0.1012445344040251,3.0,-0.0007252630440142,24.679823839947584,19.94052510651065,0.0342211946304714,0.0415000377404334,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0037495723712581,24.04827342369232,19.128369493451032,0.1807341416009243,0.1605592189586151,2.0,-0.0109984335976447,26.07202110883901,20.621365107146783,0.0154602458281424,0.026861167002012,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0008781102212875,24.36228125451914,19.75060515875565,0.0023959595266623,0.0137301781992707,0.0,-0.0034707765649348,24.650783452790986,19.590178867393817,-0.1408335664721248,-0.0870316186511056,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0066635066281018,24.72467342145413,19.759357316401967,0.0972887491314611,0.098281372589961,4.0,-0.0356970415842725,22.933941313837824,18.870296800640265,-0.0255192308397641,0.0212947903247628,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0108980073139324,23.87777268424231,18.93130700362356,0.0442910846511745,0.0268697076943808,0.0,-0.1047087344948722,27.50259796290788,21.532974258207943,0.0435562449246839,-0.0078470824949698,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0217415276357371,24.87449590075734,19.18024811085484,0.0489295255810274,0.090804989767128,2.0,-0.0126109269677212,23.714021110660287,19.324001415413868,0.1056590381244447,0.1316230717639168,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0281318314744842,25.90386233967785,20.43947460402104,-0.0299231001702084,-0.0113938396441311,1.0,-0.05705973791681,19.637589335982696,15.786909497758035,-0.0587575023466605,-0.0762910798122065,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0210614313870405,23.80197560692512,18.62653824602093,0.0027605485878625,0.0079966076882765,3.0,-0.0221492937116682,27.766933759332208,23.077364504102256,0.0146245557668118,-0.0269953051643192,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0012678918503099,25.14864115888824,20.06112610184519,0.1146247998839953,0.0966919362054152,1.0,-0.0046007202099918,21.17858181148128,17.473638875182246,0.1613628694983685,0.1106686229652089,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0026538017238857,24.8550971984712,19.6075330655282,0.0228435010834595,-0.0439297725299114,0.0,-0.0468593007027717,22.94393212784282,18.60220079663773,-0.3413462193514068,-0.2588901931465858,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002365604037972,23.758719684032,18.92365325927734,0.0478995170752887,0.0200773919019241,3.0,-0.0143816476781015,26.9227130899172,21.784556721432104,0.1351521747627125,0.1262591211284315,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0028936786650477,24.880706517693444,19.70927191269189,0.1671362669146217,0.1728333124258085,4.0,-0.0170782959700614,22.41925125985796,18.85286359330298,0.2824914292885888,0.207700048190692,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002876714052804,24.78363311152185,19.974469098007468,0.0490674946559875,0.1137298691276965,2.0,-0.0023295010258688,22.85433579395552,17.75371959632551,0.2516554095448475,0.317490128237036,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0401177832509604,24.917757021349523,19.31613960988897,-0.0790519122203524,-0.0536691742244177,4.0,-0.1261529707238762,25.16423166854241,20.77363007451447,-0.1217747772766608,-0.1380281690140845,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0185892536543943,24.639469434477423,19.6270868316115,-0.0032319542995302,0.0164716783681279,3.0,-0.0643362694874669,25.1389138417404,20.279746738487564,-0.1641475354574554,-0.2367873910127431,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0368225928489815,24.31149552083737,19.59720787771125,-0.0621074974804266,-0.0716195500081745,0.0,-0.072199414685226,27.03305189614672,20.34174392485282,-0.024277433832265,-0.0729711602951039,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0487229263407593,24.7907531051518,19.75175476716694,-0.0921780017781395,-0.1039289169876863,1.0,-0.0291053027583199,25.53280892309158,20.16706092297192,-0.0485797217899436,-0.0105299340206083,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.041335403426266,25.26201711833388,20.00311133936832,-0.0651297090084434,-0.0620371956724378,2.0,0.0372014030703332,22.452028791431115,18.18896385300328,0.2001364718224235,0.164319248826291,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0039548332103003,24.668193107669744,19.20203860634252,0.0861716920756422,0.0509181307990644,3.0,-0.0487409054339773,23.862519323886943,20.13961932544977,0.2538781571796105,0.2282010868807356,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002845742555122,23.65052639105468,18.90972005422492,0.1714877552549648,0.1613948274206829,1.0,-0.0207587880056645,27.24130260864246,22.65807849722849,0.2289907596073931,0.2474844904928488,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.087170535875927e-05,23.79545974742675,19.018097720497533,0.1070963182286664,0.1101572290186843,2.0,-0.0241819388449633,26.791986262079018,21.405213236204325,0.2183246694629849,0.1856046951955677,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0022963304272645,24.682713279552384,19.982689757765385,0.1463475371972055,0.1788278763578878,4.0,-0.0001910556820428,23.33889512128097,17.557457305478376,0.0014072821841331,0.0685942393039949,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0023143086548389,24.08067289823919,19.09579273799428,0.0958736238034363,0.1010021612967521,0.0,-0.0472346154209097,26.063830519142872,20.642142346879123,-0.0014720738103568,0.054557653718054,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0291941681063312,25.416066679147463,20.05927459690027,0.0460411101467077,0.0459322784458437,2.0,-0.0093531509293021,21.496091706025183,16.517834345857864,0.0436680574228789,0.0505030181086519,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0702124864544806,25.350287998421223,19.79104134435821,-0.0818514846271934,-0.0829246950407983,0.0,-0.0261842279038067,24.268708314737008,18.57941450951804,0.1936483117924141,0.1167682492348986,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0582114495947978,24.51439770690054,19.55613532056306,-0.1407304820091785,-0.1588837200141025,3.0,-0.0502721705070388,27.034780586454094,21.2696681815134,-0.0469844642846842,-0.0114017437961099,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0123582223236522,24.26718454306168,19.20683869532535,0.0423940735005865,0.0412510029129517,4.0,-0.0441257476651002,25.97505481417209,20.296559061399645,-0.003946495348459,0.0018611826055533,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0282351944517575,23.7234350737857,18.754966246487804,-0.0333749972112776,-0.008970135963349,1.0,-0.069968554670508,28.361749747877983,22.97432166730854,0.0990712514326816,0.0972501676727028,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005460923543796,24.594487542852963,19.721712653979925,0.0055536589944895,0.0417433338734328,2.0,-0.0046459291260945,23.692243273904392,18.654870356170225,-0.0076586662296358,0.0476194468447892,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0016079625222387,24.6114732072222,19.55160696839449,0.1062639650974755,0.0808313626922632,4.0,-0.0008553636503352,23.64778678574415,19.265262590865017,0.1477492549077528,0.1149138107085545,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002876110176737,24.801911694306803,19.78974923224198,0.172644839943502,0.1729888205504469,1.0,-0.0917376882012719,22.84616752939813,19.519871985207143,-0.0079885502108639,0.009524528202448,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.969081682444255e-05,24.15548362427461,19.33294918930321,0.0526339588375971,0.0242365174750474,3.0,-0.0133075719471902,25.43322163628937,20.240833417865588,0.1609579156962842,0.0853582873852579,3.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.888047917697477e-05,24.38427151734364,19.478536049826104,0.12557896096486,0.101620075841454,0.0,-0.0402738807315259,24.60175114008497,19.49597484749807,0.1692458858218677,0.1100715142102954,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0251433988175422,24.123603357299583,18.69665564928557,0.0321192346874252,0.0178614750750199,2.0,-0.0259964555853777,26.87668121064064,21.953659547617736,0.1307193778218875,0.0595908786049631,2.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0089844495475293,24.68101795822192,19.62157440988641,0.0412856713593359,0.029407194533638,1.0,-0.0088617432136786,23.820668181964592,19.689881462849364,0.0433421878884591,0.0049966465459423,1.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0336350159887779,25.382366091518698,20.00055155703896,-0.0428287330032628,0.0122432163817997,0.0,-0.0191377200982165,22.075804835071747,17.499085532174984,0.1880572114358252,0.203252850435949,0.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0301466513432284,25.15806524094816,19.90542661325556,-0.0382909573015314,-0.0437602340507655,4.0,0.0100242815506724,22.66934983589332,18.595951179182023,0.1106519404900007,0.0482230736357795,4.0
random,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0398908013049219,25.15288934439567,19.848227505332545,-0.0711342012802368,-0.0219468533853842,3.0,-0.0342458038220345,23.67421669248,19.01427964761224,-0.049056389325477,-0.0710932260228034,3.0
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random,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0008652475556096,24.415953410637226,19.481424641391687,0.2079363916077429,0.2259478796788091,1.0,-0.0289899992825348,24.3638883428914,20.21041028734664,0.1182669044957195,0.0958600915643064,1.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-9.67417147150762e-05,24.655891724045336,19.749641523930062,0.0850074150936096,0.1488418127028091,4.0,1.7647967856637692e-05,23.371621033911072,19.096663738841738,0.3557812997553332,0.3746908456917149,4.0
random,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0016908877040429,24.649781895136623,19.74453012834516,0.203050423711528,0.2349777269011765,3.0,-0.0624312544473377,23.401902834577147,19.20121635329556,0.0844055809810563,0.0955087737250542,3.0
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random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2239199561914691,28.15305861589326,23.5199614421603,0.5180986894071095,0.3804955571649114,0.0,0.09304083227306,31.35589234975897,26.300616221046784,0.336492514916503,0.2665980942043174,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0145225485329432,32.26499524252661,28.11422584713491,0.1030855665180225,0.0900231184113509,3.0,-0.1109659902266484,34.110286374047455,30.66546409248143,0.0589451963459767,0.0455928966667378,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.785170951752796e-05,32.78440081719132,28.309627187162903,0.3047410161855178,0.291451212126013,4.0,-0.0729439901080206,29.78106984342321,25.885900630165523,0.2767031907418711,0.2285514874533597,4.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001407883799904,31.92839511590393,27.403237977736257,0.3075995870776999,0.3481187366760698,3.0,-0.0026885241087313,33.07415862296594,28.13208646462488,0.4455788400836071,0.3873011041818771,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0042288032021606,31.88872800128671,27.699784896110373,0.1174137433269604,0.0617070388117291,2.0,-0.0158438884139331,33.6984569504716,28.902096975351427,0.0186301285131966,0.0868743801458393,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0039282066250749,32.14133568368904,27.70117362254526,0.3535466672580601,0.3634274901586348,1.0,-0.0166051765858656,32.6928777666248,28.857885711457847,0.2580343069072293,0.2555626692978921,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2834813442194281,27.70398741982255,23.363127215852664,0.5817971854374097,0.4844851485423304,0.0,0.2097906677868906,26.385015105009565,21.59509376308052,0.5268902863624884,0.4939967675990129,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3749369555641915,24.84100132730729,20.65315596803883,0.6934134224048358,0.5759444481526089,4.0,0.1166305901197709,31.028164726094808,24.535276730070887,0.3938558428461309,0.4190718079888798,4.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3140939501105662,27.07248363633062,22.59072563404015,0.6006974047639005,0.4798082134327354,0.0,-0.6294273723606663,37.87906859818663,32.36827356156301,-0.0056745120949904,0.0282430730727474,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1243875304512747,30.62804001335377,26.066823815032755,0.4129518798847624,0.2695001481254804,1.0,0.0411725895731188,29.11013527772336,25.68227117137996,0.2673381306667821,0.1565281277617818,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4913947275818829,22.98861481017534,18.730048104342707,0.7119948096908113,0.5432145183884227,2.0,-0.3081379518438982,35.220197650652786,29.35213188968532,0.137566462730679,0.2614532062080941,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4103265646386854,24.675349921178515,20.34666740194064,0.6844668895305659,0.5567482610012167,3.0,0.3300905649282445,26.32129441040336,21.982950262695955,0.5943029324703517,0.5546273169291346,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0067697729395199,32.34009459949219,27.89748111692528,0.1952901201778195,0.1938044893039671,3.0,-0.0240684323367144,32.17891493273561,28.71726366020613,-0.0472501769255183,-0.0067699477330621,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3875087180473683,25.21731405782897,21.060193477441512,0.6951677389899887,0.6267299132957576,4.0,0.00802088324024,31.71716887839909,26.446703431474464,0.3488774479193929,0.3340225230190222,4.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.392612366652891e-05,31.18581883536649,26.694770244733043,0.1809660251173246,0.2735119553233447,1.0,-0.0253565081831925,35.91787460376868,30.275774067876,0.3745863892081342,0.3244223332403496,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3275704090612706,26.37625330139851,21.92994732885591,0.6114227926346603,0.6420527801570587,2.0,0.0012111250690327,32.11219315798204,26.7668568828874,0.1473835743390187,0.2900683243637195,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.002153522158218,31.82908756337964,27.495965908882017,0.1888865980696862,0.2082813254566143,0.0,-0.0160143655999989,33.76771625801443,29.31696421725828,0.1300768960361482,0.1609615283771039,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3264264414323545,25.79699074522974,21.463063480621127,0.65811751831011,0.5840440618145473,3.0,0.0440396845409306,33.67574274087703,27.485927613811207,0.3266208719432176,0.4592884135029729,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2094627292146526,27.88384998758732,23.462340843813887,0.4829355635717346,0.3616277306283855,4.0,0.1213148278932203,32.35597013654264,26.733929775528736,0.3649282368796371,0.3222031560226012,4.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0006027544985747,32.19145021029034,27.689533491848643,0.0948442477584495,0.0868000424100666,2.0,-0.0050059008505112,31.89255269959778,28.02455835795117,0.1644626279035116,0.1203486511436862,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3735077685488238,25.650785057616005,21.58576395327042,0.6675046449984676,0.5122796250853872,0.0,0.0052537914207683,30.96665662524713,24.833950141130064,0.4048742367330903,0.3337618927425392,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2957280705070099,26.45894993001379,22.20361338215484,0.5946951400410504,0.4226790410019804,1.0,0.0684865121140606,33.19644427482175,26.956996190808763,0.2986695746471642,0.2632976492664491,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.652191951828641e-05,32.04284203069493,27.360758778120392,0.1994134840051156,0.2478271808073212,4.0,-7.110094787199372e-05,32.62347613157489,28.37864267840305,0.210530777952866,0.1635319801814023,4.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0025941510350744,32.52658926385245,28.218062439751705,0.2584478716132878,0.2373707622921546,1.0,-0.0175548518698891,30.64763743006253,25.233680674576025,0.0927798938506888,0.0993434141638817,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.001424204044931,31.98875957358917,27.515742424743934,0.3274800101670231,0.3254873994708242,2.0,-0.0700814102510098,33.39490047646615,29.88544771516638,0.3124761845589336,0.3524389289805941,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0004104065845409,31.59089519261917,26.95737766979659,0.3636529137038465,0.3374198596890954,3.0,-0.0728123267867855,34.469662790273745,29.14862515970448,0.2604034665714859,0.2593321479026668,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005911991046179,32.31607948896104,27.711066323828213,0.321277221657478,0.3104505479772008,0.0,-0.0025808598136509,31.5208808446884,27.13067937082508,0.382210699734662,0.3495282177423121,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3209771852431856,26.838895238816,22.748635371778573,0.6089706764283274,0.5119343185255476,2.0,0.0196023729790212,30.121874675895512,24.47494954706135,0.2739455107394513,0.1887739041086434,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0194383496848564,32.78754012799982,28.191719692818896,0.0120399614609159,-0.0552860088502719,4.0,-0.068844966109832,31.57138279217364,27.233559342635264,-0.0774495992385761,-0.0631615405907035,4.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2881648059371353,27.077547390587675,22.6804382159546,0.6095405461820722,0.4954145187478386,3.0,0.0148315433733376,32.132643005062256,27.871128148916803,0.2450151481215722,0.2136312592236598,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1786890646149423,28.92866768778113,24.348667490241898,0.5756940435613107,0.488440654186171,1.0,-0.1457186041877265,35.434197681072135,30.25918706998356,0.1981692446266612,0.2640463884041413,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4103240523816007,25.258547187922883,20.83594717740988,0.6492252852551686,0.4456434191984994,0.0,-0.2254814292485931,32.02990661343203,26.95792424817721,-0.0165640487706456,0.0196786347847881,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004202548085467,32.64812203134709,28.146907940740306,0.1173483855263408,0.0846703889929189,1.0,-0.0032795934995468,30.16137469602556,25.78864538799444,-0.0175184935075887,0.0644098215349468,1.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2798413573805535,27.22798097393781,23.36447675274454,0.6209339123258866,0.6528864532774062,3.0,0.0330874787575677,31.8959598418278,26.29736147047896,0.2038290803948845,0.4166163764951776,3.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0014195601386833,31.46008165075672,27.310732909788094,0.2405138628780453,0.3774268711490288,2.0,0.0003861371878064,34.75389406845404,29.5293936356918,0.2533511776483317,0.2732563328022625,2.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5513516061061592,21.34378601909953,17.473661021896234,0.7663943234938682,0.6615061411678663,0.0,0.0635585395354307,32.18614231167066,26.70741100075516,0.3448363436129541,0.46810207786579,0.0
random,siRNA2,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4285861069520179,24.573945949236425,20.46433092504528,0.7247423104099591,0.6591640245743212,4.0,0.0201639619107066,30.38944984634979,25.47335048222013,0.408636874541347,0.4261520805530445,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0329357935878207,32.936071796120025,28.48157856972113,-0.1021214811347482,-0.1304140098665447,0.0,0.0040021567981337,30.97352568638484,26.42645073527025,0.1846789405371559,0.1646524175451907,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0267403364540146,31.929884231976136,27.474158390100303,-0.0298751430587438,-0.0420733230772981,1.0,0.005404775301484,34.49947638060523,30.81461477263273,0.0831296366748495,0.1303756883315386,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0162574867956433,32.64343974020908,28.4630795732002,-0.0229997479963769,-0.0126214396188501,2.0,0.0055899725221025,31.15268479943523,25.696651307627768,0.1000122273454561,0.1072075145096507,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0338234457163924,33.178031506480686,28.616453084929496,-0.1148611367028575,-0.1056721875384881,3.0,-0.0824592087374509,30.30714920796143,27.03593956794393,0.2142767830028702,0.1456684652020383,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0174102408452474,32.49385238969233,27.991144695558432,-0.0323539289031874,-0.0266007259852332,4.0,0.0068631517166435,31.81011784597601,27.37300220442319,0.1046440574162519,0.1087699232377693,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0008871837310751,32.902979624527774,28.494788210828908,0.2583124417312372,0.2363432936717296,0.0,-0.0159860360385988,29.14943978215039,24.85757054347656,0.2707585529178569,0.3019558314311384,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004747030831628,32.61314061158777,28.08292341450163,0.2433825402780896,0.2357191954798061,2.0,-0.0129944895256386,30.250441928612453,25.3244157210962,0.2673450552370809,0.2103694078269284,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001052899744478,31.628913154118244,27.055361014543024,-0.2711402194174568,-0.2823738105379755,4.0,-0.0097644296704275,34.233580183710686,29.277083038880324,-0.197707624767769,-0.136600264489179,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0012771379561078,31.66775593235275,27.15978459385139,0.2623088446068302,0.2426607335755846,3.0,-0.0027259934397629,34.096754163124736,29.53732961385085,0.2032064547347061,0.2096356859805892,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0021065895498915,32.871507250221704,28.2487243938846,0.2552327100127728,0.2368393537473535,1.0,-0.0334981037020236,29.53629914515964,26.47140463539863,0.2865041106811284,0.2939308861970625,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.009009779889498,32.405478412676764,28.006564777750057,0.0972596769944549,0.109686116011396,1.0,-0.016340669552318,30.69276068167908,26.13597088354155,0.0269618430656922,-0.0282758947549074,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0161969736773917,32.082457862327075,27.613479277019763,0.0129916238451361,0.0030537616110221,2.0,-0.039253288414742,34.00384903143305,30.67912309345577,-0.0038936526637767,-0.023121205298947,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0063357257274931,31.58951673240269,26.887973130105745,0.0251729087944087,0.0255487860125788,0.0,0.0192396822435519,34.22418375692171,29.46468859816792,0.1648158517047486,0.1727959699255717,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0008378007618081,32.69442767777097,28.14040771885857,0.0499207877917366,0.0353211546853236,3.0,-0.0308563439901452,30.286491022564384,26.93471700759608,0.0158334054683839,0.0045132037608194,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2977947816326981,26.642560986719666,21.7001362278605,0.5553145975225825,0.4914398671856096,4.0,0.023034556645106,32.50002381517506,26.301054892741288,0.283732704739681,0.2456930254882441,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0015915935408099,32.46305807319068,28.026621912275623,0.3837528854751307,0.3798680171079721,1.0,-0.0286022688178784,31.24716587947549,27.227517078537947,0.506245689149333,0.4919366277001539,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000422189845453,31.856061618092543,27.282927595686267,0.2596479779139545,0.2510324463155144,4.0,-0.010103765670071,33.355215205594625,28.55071886394951,0.4078434238100329,0.3861299887650208,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0005922786262384,31.633851376062367,27.16484494088903,-0.2859821930810202,-0.2506416678393484,3.0,-0.0005304315642575,34.217851021360744,29.44276081848591,-0.2333798099496024,-0.2255938198774462,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0007234088650234,31.82263269010993,27.58069133335221,0.1166184668623217,0.1020588448815513,2.0,-0.0035198058143832,33.572869294504976,28.230965704075697,0.2259081295121533,0.1666640456486963,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002103025733235,31.61548460545804,27.24324764990037,0.2198401177405211,0.2236244071724788,0.0,-0.0033887078121168,34.27009476130735,28.779966950438567,0.2543278813974878,0.1281261326391399,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0011546144839276,31.55013752702635,27.36598898248956,0.0688001448734558,0.0424111918257994,2.0,0.0176235854038463,34.26724414153009,29.24257214436196,0.1811448097102465,0.1529895782708567,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0148294093398664,32.4885597753812,27.981209703756857,-0.0180670469123092,-0.0034737298492246,1.0,-0.0616344886423636,32.30310395086651,28.62653247089714,0.0551280157064202,-0.012751889180003,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0067314899618216,31.83517105333842,27.110045776789093,0.0222102734454673,0.032719343435279,0.0,-0.0141831232525952,34.02076147215022,30.4193990564196,0.0101225513340351,-0.0677878939028716,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.000410283309896,32.79357168349851,28.51772154701129,0.0629131416351046,0.0564357262644177,3.0,-0.1031530073578907,30.04908535647824,25.79089979746521,0.1365124521961362,0.0412772544852135,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0110426287650045,31.67904288564856,27.34681629255481,0.0091369021539276,0.0093484553258863,4.0,0.0222327549806055,34.22664011879369,29.414324231538096,0.1833565400266098,0.1864780336675786,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0011712550761742,32.74494380605987,28.285994974963348,0.2045998252351318,0.143413212380123,1.0,-0.0370439892031431,30.013549285120817,26.116146258306745,0.0512315418053443,0.0776320912664047,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004109723138741,32.52098919986449,28.00883909678533,0.2359426242247822,0.2183041513381519,2.0,-0.0086299605942727,30.747035865941648,26.51124950965029,0.4578034865308652,0.4633977393439588,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0019274177034909,31.789832846836227,27.436782285040493,-0.2493280551669985,-0.2295371135228678,4.0,-0.0296863085388687,33.61190063863225,28.004403240194048,-0.4367948376573077,-0.4839466392642397,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.679470956192589e-05,31.749210542394696,26.9964816687977,0.1449785776174722,0.1346111975097858,3.0,-0.001270578998306,33.76628952270962,29.752951143696283,0.1953284557505111,0.1389747004063442,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002771822785911,32.48451443429519,27.891297271449243,0.1342508137262988,0.1454843605522958,0.0,-0.001781365646396,30.80744518760717,26.299068221248863,0.1386318252263373,0.0822174780395831,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0125624036508171,32.50872064426341,28.22709955806982,0.0168819788360202,0.0248365453799359,0.0,-0.0517315707123089,32.32299995126849,27.778371543060832,-0.1445864950407049,-0.0812212042066917,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2382043400470197,27.38829203629534,22.624387574286903,0.5044120387823943,0.4673856340921216,1.0,0.1509327968236766,32.27543740491034,26.40519214907513,0.3966059861256352,0.4214022958220904,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1943518941363099,28.4590548632618,23.217872146530443,0.4445735296813194,0.423730566974212,2.0,0.1675071352608501,30.60333611883328,26.22634822755575,0.4405516820775883,0.434662595118527,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0049424827457007,32.31936066893382,27.927575870504423,0.0362959065078522,0.0111988507436952,3.0,0.0229684775696894,31.3709331042338,26.72679230343096,0.2564428763778706,0.2889468466115797,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1839810109862284,29.249654042399467,24.427922547713447,0.4402595274861811,0.4094272732066004,4.0,0.0349244385933583,30.692776996278635,26.487700904015576,0.2493259963912558,0.2116614804075638,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-2.8531075293658503e-05,31.626011824532785,27.245480936918483,0.2887199516194337,0.2544724336704239,0.0,-0.0073226039619667,34.242807214479264,28.50733574056469,0.210742707303397,0.2248811361673992,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0005150915167126,32.16700353811718,27.562332312834737,0.2959215383633428,0.2723281553676866,1.0,-0.0098892311541678,32.12205992747612,27.48814336153785,0.2875047046518941,0.2810997761433935,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0013118641471763,31.686729182591865,27.129240991800582,0.304813407605537,0.3044234500670281,2.0,-0.0042751916424306,34.01963036137594,29.6059262445162,0.1850910618787214,0.1566208152684636,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.13561628646886e-05,32.160490301179244,27.457664455025256,-0.2498182345090561,-0.2212259322720086,3.0,-5.189925824033992e-05,32.15726477472774,28.107326185308462,-0.2620576470005116,-0.2904920339818216,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002627096717369,31.84137058895521,27.015678058097507,0.3271370450562172,0.2962030186186097,4.0,-6.952856717568068e-05,33.418259300231966,30.00337674025833,0.2875006412165461,0.2946504478924003,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0142268759948134,32.34341310053132,27.67024426733763,-0.0174459477785744,-0.0129370258004979,2.0,-0.0178855359119793,32.61789497070536,28.608634009193885,-0.039412806272034,-0.0357886893171684,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0186351123829349,31.65662210954491,26.987733326264127,-0.0257580188832023,0.0058555693204259,3.0,0.0273930221959729,34.50394329788854,30.37751522886645,0.2362412020842954,0.2881851337171317,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0240948632292801,32.04864959224767,27.382164578392217,-0.0638520416072404,-0.0434683026005915,1.0,-0.0021351438695078,34.09568083342241,29.94743119124016,0.0776238048713293,0.1017438353474429,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0124747988708453,33.00855206152771,28.6124321608196,0.0499960160209343,0.0177716446833922,4.0,-0.0178637427245031,29.658475915565987,25.60858558180997,0.0453975388397274,0.0314858156556609,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0142508100418462,32.35094838183585,27.65226558888484,0.1239616103931699,0.1230650330582515,0.0,-0.0146778820521997,30.56953547740554,26.11674836688094,-0.0227294857739954,0.0031276238482641,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003883479979411,32.191072027960416,27.657070816295512,0.2893489050450478,0.2884638183839029,2.0,-0.0102375766852813,32.13215341012318,27.97904864922754,0.1190286147827539,0.0675857942835861,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0018457651242271,32.43622024027721,28.02772883527189,-0.1082408561172781,-0.1008950002729122,1.0,-0.0539002282941971,31.52645127589569,27.605621319378848,-0.2968345849061174,-0.2977932721000869,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0030807653979443,31.746013672492268,27.30819326646581,0.2678640841116757,0.2626129612581618,4.0,-0.0054960877697149,34.04961167151899,29.983694452195547,0.1972279285688859,0.1568018304582079,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0065282477063803,32.49814036506297,28.222596738347743,-0.0037284631157107,0.0101007078786605,0.0,-0.0388232077321377,31.63341768186608,27.61142457299381,0.2266117542613895,0.195498668949087,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003196577406554,32.185934561068976,27.582797346998923,0.263569816846913,0.2467383191728026,3.0,-7.722636778284553e-06,32.06699453249296,27.777597184340408,0.234090837980765,0.2306743636967784,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1436725559734348,29.796802702292297,25.04166661113252,0.4024905036842934,0.3621835922250705,2.0,-0.0578813288904938,32.6758707660763,28.048637603520373,0.1143441895570886,0.0955089790250755,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0289730322011487,32.20307864704811,27.542408662019213,-0.0810581805962994,-0.0777165667287321,0.0,-0.0030090404235298,33.786902324207176,29.402413450144227,0.028355179217944,-0.0011545344375665,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2222174032852429,28.035806998739407,23.199317385610843,0.4751345955653308,0.4547011294570659,1.0,0.0108379052992391,33.42652975784295,27.95325109769149,0.2249694941303847,0.2525608734383478,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0163663337613078,32.130156677545195,27.669700389068584,-0.0271854939819494,-0.0459331271310341,3.0,0.0319090394644796,32.7361292664484,28.47936623639694,0.2141129941167664,0.2173840034543489,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0127812344574635,31.88566130522529,27.38041460783459,-0.0043800981246327,-0.0223507499600133,4.0,-0.0158313629333033,34.150910747634285,28.71593989227973,-0.0177410688526807,-0.0394414387260294,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",1.2745223088028723e-05,31.56716544661411,27.199373994020604,0.2469434587597324,0.2328023589547788,3.0,-0.0017195931857467,34.452205222279105,28.821200815527227,0.3564132172037414,0.3361320725198507,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.3913328265123823e-05,32.00466258608102,27.357933095261835,0.3037932384415703,0.2676059546397963,2.0,-0.0246688043701084,32.84576349479625,27.69709958927108,0.1817326214911785,0.1757424054592331,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0034851341255746,32.232130383510444,27.53067655784924,0.4122861097072487,0.4064344711670682,4.0,-0.0044174028621513,31.917664550885245,28.50455747557955,0.3164105106368453,0.3864311436443808,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003035793632808,31.32690366348051,27.03685279332438,-0.1490853027643389,-0.1008599980644168,0.0,-0.0543992355831159,35.42347286915497,28.87721448655035,-0.1259858882918495,-0.1251981065803606,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0015046889196399,32.24238567911393,27.72618935498259,-0.2389409352331886,-0.2226307539105075,1.0,-0.0046280065388557,31.84500907480588,27.25537238461049,-0.2797930556936685,-0.2632244590821821,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0236195275429811,31.54908713110287,27.126670946928805,-0.0486896896835462,-0.0331367854141702,0.0,-0.0034668762384049,35.81921719734455,31.9000027338477,0.0322457087696896,0.0347214571266507,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0072876267271551,32.100364615857295,27.61945193165156,0.0147680243313703,0.016775129854739,1.0,-0.0075052281065846,32.95154878153108,28.166661768830203,0.025755495790697,-0.0170028758287558,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0053815003995791,31.875840750391227,27.78354233450832,0.047198992335176,0.0359875283643764,2.0,-0.0007905997328505,33.60585786379479,27.898297830743097,0.0456394770815577,0.020077244394759,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0068386263058421,31.74036668804814,27.29308738158675,0.0275193510730112,0.0510975795414601,4.0,-0.0015124553917944,34.22286995960603,29.052139858595364,0.0443777261440795,0.0028442933133027,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0045033181509235,32.3246802070524,27.764822482830056,0.072418213597975,0.0572322495241916,3.0,-0.072218778930428,31.732811690618608,27.43773975480777,-0.0159084241261848,-0.0892774678826283,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001287923127326,32.70288038913943,28.10852761237028,0.1430837243192426,0.1231139293989713,4.0,-0.0269416216536706,29.98892141141905,26.230697243834506,-0.0138331740077297,0.0368202234625639,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0013296358028895,31.57737326825708,27.152090811405746,0.1937618895784734,0.1716254264799488,1.0,-0.0045793805727527,34.42776390805219,29.499718689450685,0.0060912444275704,-0.0235752261864138,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0014936029444296,32.83443085594597,28.411918322863222,0.239843443350266,0.2223143286122144,0.0,-0.0596629872876626,29.763925090032224,25.949270409338794,0.2500591130369636,0.2027941944014571,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0058978334680805,31.47523759992947,27.262109605581024,0.2860424625609776,0.2734201232454668,3.0,-0.0017477272695931,35.14580929554692,30.43340613323525,0.259357445768538,0.272626132285051,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-9.707934033142962e-05,32.60746019310381,27.88840363827776,0.1706451071078035,0.1465833125203868,2.0,-0.0005066437938101,30.27570949649951,26.27348857666188,0.0845993276736979,0.0418468681038872,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0212310470292067,32.83752779375188,28.24554793041409,-0.0404857309061744,-0.0211377026454649,1.0,-0.0275103923037092,31.17794109210777,26.90095494178168,-0.0650859085032798,-0.0608302766223777,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0948700323252633,29.09430843120382,24.36335962216386,0.361647430550905,0.338592594419676,2.0,0.1808177890393295,33.765098897395895,29.35982286555935,0.4459068024443418,0.4498635604300158,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.003087923254863,31.9831447135562,27.30549227157539,0.0356228374409076,0.0491908220076432,4.0,-0.0101459061342332,32.96534923234883,28.07725534906689,0.0646466212243214,0.0484369507043995,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.002838644733218,31.14363880397457,26.98883787638622,0.0969466870728943,0.1306012583222425,0.0,-0.0564039692954281,36.30558994248734,30.16040768887789,-0.1535112920358509,-0.1214500115714329,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1646064101854302,29.756162264945733,25.033981438380795,0.4092191111613733,0.3265501067516459,3.0,-0.0575758503122521,31.244877032288905,26.303395812194463,0.1500756121031959,0.1589210748671651,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-8.970829488297305e-05,32.50410315852637,27.87297364087233,0.3064362613693411,0.2967651677260272,4.0,-0.0056695384469465,30.76380066827923,26.787751430839943,0.3304241459337176,0.3322400701133586,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0173308496751132,32.191009030377046,28.3121920105972,0.2152910717014297,0.1842136441843712,2.0,-0.0457232098884143,33.772233322265755,28.792259594775835,0.0315961639340756,0.015130919584208,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",3.449773588393157e-05,32.414376272078286,27.84424309765118,0.3602674243217398,0.3836707503949694,1.0,-0.0684493642071832,31.379657366324487,27.789669436700407,0.1725986897316811,0.1500771402813804,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0009013574024157,32.11386437404496,27.440892321846235,0.2918649278202138,0.2818563568808127,3.0,-0.0146631565676567,32.5264988006162,29.154310815613137,0.4919922870725537,0.4361132685645021,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004762304741146,32.323208118412325,27.71006249854484,0.1938251450494585,0.1970740768246384,0.0,-0.0181329629771165,31.641823078052138,27.95331250819154,0.0715425892867792,0.1113286277294492,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.030425202591551,32.15040884647203,27.77628165816989,0.065220669477216,0.0555449664885851,1.0,-0.0791882153592229,35.104869247976666,31.84547633360912,0.128857753967775,0.0915936797499285,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0381865478761123,33.316894657620615,28.688119956715067,-0.0757422700497488,-0.0855082992866965,2.0,-0.1134137696466361,30.663159279916744,27.650354465584986,-0.0395312903735731,-0.0182315310879094,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0272696642950565,33.4759641873294,28.657831694126426,-0.0214032276380735,-0.0294176056623071,3.0,-0.0138058053940626,28.46145849098017,24.66596545946324,0.0892488623677174,0.1643279213841326,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0399895750298029,33.2868874629319,28.77513317352055,-0.0575930954065516,-0.0687349440119346,4.0,-0.0410923437137091,30.26523769085937,26.074602242054407,-0.0484215010813549,-0.10372407505235,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0287444218081418,32.45454220722627,27.882931618618244,-0.0327719694130654,-0.0199917178370023,0.0,-0.0261607946401203,33.10994552446208,29.563580863360897,0.0549874126542698,0.0562138562261873,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0068986603399703,33.10018131255514,28.89734856804831,0.2612186234234667,0.2537555950656908,2.0,-0.1431147242856865,29.62570126400846,25.890524152009345,0.0357118905276481,0.0543680912984356,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0014085784874733,32.07886147135076,27.5495198196758,0.2431780276060335,0.2019834741798189,1.0,-0.0007487293745178,32.528477525906546,28.13558948918561,0.3925359821941315,0.3786115612180259,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004143321001037,30.99548177372116,26.39626684306793,0.2445336777360596,0.2084453444029603,0.0,-0.0568228711256884,36.585853007745214,31.46230188280861,0.2059302813063672,0.2082944035723708,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0016571541212633,31.37820184826946,27.079989461822898,0.2280357490344742,0.2027617233885706,3.0,-0.0019252768855004,35.17693053221363,29.986588664996862,0.3058033294541221,0.2698720068940151,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0008661867275785,32.65331611370785,28.119572768849626,0.2845616886294124,0.2765105778514822,4.0,-0.0002586344944353,30.13668951347346,25.89552766426923,0.1616068981848556,0.1589523180131263,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0337616268697982,33.49318968235588,29.047014364883445,-0.0350376390280006,-0.0274206531707342,2.0,-0.0367062284539128,28.993508598496906,25.077595314976232,0.1899743234646585,0.1361656574388485,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1295290472526865,29.63648789181432,24.8156055706016,0.372803582444236,0.3616924065452738,4.0,0.2022276721023581,29.603180467419623,24.14241725350353,0.4851601678495182,0.5087478093641703,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0150625966575039,32.3521889770254,27.8430295285973,0.023249851414212,0.0081559252460437,1.0,0.0128842344738975,32.051594167144685,27.67596194067729,0.1171041550888113,0.116371574663323,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.000399795878986,31.39811067872245,26.92388895460191,0.0878015620513667,0.1024635789115931,0.0,0.017452163368692,34.45835919623232,29.610171089672765,0.1722860163105885,0.1813754814704802,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.033849907461724,33.12371431705249,28.73530241949628,-0.0376957201533634,-0.0904882462217069,3.0,-0.0340198280854282,30.765029264328817,26.127493778420863,-0.0516406947049643,0.0386553035045109,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.001205668925031,31.66082330080341,27.07129478684598,0.0803899614292604,0.0984078789487905,3.0,-0.0090735950575282,34.27211422979276,30.63077527367778,-0.1592463711721691,-0.1656870874780943,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0032152443073301,31.84549963815904,27.500685095841337,0.2534662025391894,0.2737717593867774,1.0,-5.940590920250344e-05,33.56594385270415,28.871572969058786,0.1482385430333656,0.1880143621243509,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-4.1862038529627554e-05,32.09470485739275,27.524336545008616,0.2624273391980259,0.2667248145217691,0.0,-0.0057968701901667,32.42414106711513,27.882742001658404,0.3174365570626114,0.3460599862161401,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.584931674369905e-05,32.278343726387774,27.81166944017401,0.3026062268909023,0.2987450054900324,4.0,-0.062543887529727,31.821169860471294,27.525349369208463,0.1722441156854365,0.191003983188234,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0005682487555245,31.752317944293925,27.45031850149481,0.3249133281981524,0.3232853672167858,2.0,-0.0069538111829245,33.753901991857816,27.997161331916374,0.291153872120904,0.3451585651937244,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0457984211805868,32.53558113875087,28.26838972361617,-0.0786652551301441,-0.0570941517897302,1.0,-0.0573191526540508,34.38118060010355,28.52782092869185,-0.1452389048025935,-0.109957232454,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0179467450784609,32.9603911897346,28.55723536987282,0.0213986253259636,0.0175094975948315,0.0,0.0001525801250777,29.73830787113325,25.79045861491632,0.2028041109497134,0.2037205153349809,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0071289767187097,32.48366577108535,27.813370475827902,0.0536174517559259,0.0502877474502915,2.0,0.0287613340582224,30.84013988784728,27.28525610415159,0.1995125388672236,0.192570280285515,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0464913192697078,32.88422664148715,28.371482687810254,-0.0839471620240239,-0.1133217363118912,3.0,0.0101034280433613,32.01685922386032,27.610767705695302,0.132022267933098,0.1031138818104078,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0271694751843586,31.7485660510124,27.415567869828763,0.1781227070155853,0.1741910221644644,4.0,-0.0483774834560553,32.69432245994649,27.776298712512705,-0.0294852637341114,-0.0266056538505813,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001684116530147,32.19023151035784,27.76417432709609,-0.2535064446137304,-0.2332789959629768,2.0,-0.0073006256632266,32.036040763867746,26.539377543713027,-0.1776608199994669,-0.1855694448919869,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0050220751538099,32.07975272236437,27.814264944362684,0.2217205199490394,0.2082546451733268,1.0,-0.0017980802738493,32.815692548658326,28.08627236390888,0.2499108322815615,0.1813248526231335,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000456646320212,32.31583315786413,27.80845523872105,0.2629418481380025,0.2468235134828288,3.0,-0.0008595629184386,31.55846060768682,27.05785905110456,0.1883993515172143,0.1861781963709246,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.00148795819885,31.49036191969288,27.056610480101405,0.2825552497758435,0.2645560058472215,4.0,-0.0025607711619783,34.76003793536644,30.015645107788828,0.1293498723988083,0.1655654857748807,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.006163591897172,32.16708441808837,27.825261481412,0.1593866818087694,0.1720858833597045,0.0,-0.0104388288178698,32.68330164960984,28.571534467879072,0.0699086481997181,0.0438788543597139,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0346300956593058,31.3917353115758,27.054782075616284,0.4137599594258974,0.4135782604751811,3.0,-0.0794367169906276,34.27380690648465,29.50978002499124,0.2654476601489591,0.2739790725636767,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0365858522363904,32.903812604320535,28.3035094438307,-0.0685390889593551,-0.0637164717761093,4.0,-0.0589508581131805,32.421401859274525,27.85133414167343,-0.1252851495079879,-0.0497470666132554,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0241075408808113,33.239358304867274,29.04670087183522,0.0378845834101999,0.0729799011197831,0.0,-0.1324833942477155,30.7777692678099,26.3690040393492,-0.0172692754080275,0.0063707637657385,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0328799420027865,32.809611211442274,28.176145056967023,-0.0374703100109935,-0.0126201262907417,1.0,-0.0419976511836677,32.135088867105424,28.377772754279896,0.0452859266456247,0.0199838366566825,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0146153062611986,32.77498310852938,28.39558245094307,0.0667446371438738,0.0655486177366883,2.0,0.0155861530832385,30.28301767094916,26.08484499952377,0.1370464995143535,0.1718522874098007,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000179758095653,32.57342913034374,27.94675149789072,0.3041575793300661,0.3008987998806658,1.0,-0.0012997464039516,30.42193406616352,26.065006552237566,0.1258679133803193,0.0976999732493039,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0105757587158099,31.46124060976693,27.3500115026602,0.1545154428469095,0.1872461849709958,3.0,-0.0061121997442625,35.139772658891346,29.91868252909705,0.0715696647938386,0.1232929917570965,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1861673311523141,29.14240626097138,24.8797579280427,0.4749954507376788,0.4970883159270662,4.0,-0.0631150935757802,32.3384766061921,27.837772587044714,0.2279080572943725,0.3648051554583735,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0039524706452729,32.455819204629066,28.18528471482365,0.2418904797103831,0.2174299412343635,2.0,-0.0311961442091686,31.52492925553559,27.1583311641941,0.1552974042585602,0.186182104598617,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",6.838433113776077e-06,32.71873783375739,28.118341867654355,0.3504051637772188,0.3519261583949812,0.0,-0.0029053098121036,29.789741195298863,25.445277624649005,0.3989899703831062,0.3644688646495388,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0123222909480412,31.386891116553866,27.216066718450424,0.1364797556743488,0.1057393794038261,0.0,-0.0039288423506838,34.46176241090397,29.559499736815987,0.0660922427884008,0.0223545771811606,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0110921102141814,32.532265290655204,27.920814777510312,0.0278939648220349,0.0299891751318189,4.0,-0.0269906236473711,31.768370262116584,27.205086377104788,-0.0299335767207991,0.015029150469849,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0029128149226966,32.85422165674376,28.37683546047827,0.0650297983341014,0.0855696887442356,2.0,-0.0873323364040188,29.74824908976837,25.48194187368601,0.1047352785625173,0.0676094770896887,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0191275356163247,30.81492648944051,26.448623276081587,0.0393906771213802,0.0196828255099257,3.0,0.0069303819256981,36.77895113696134,31.1458842083472,0.2458470840143032,0.2524782353688876,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0281656573565007,32.751312740468244,28.44750150880351,-0.0283868820912031,-0.0392970109494088,1.0,-0.0874775587966263,32.66167332189634,29.13364571389956,-0.0239133807363499,-0.0313811923030526,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0013084993002108,32.613230285938776,28.249541890608736,-0.352730717998952,-0.341001981239544,1.0,-0.016520557272138,30.493902988702608,26.00979209721377,-0.4209450834624953,-0.4447732249057076,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.471082091647929e-06,31.13989679210384,26.595519370663915,0.1848260844051371,0.1692042910365398,4.0,-0.024068275360082,36.06275954043706,30.75277595207652,0.343576391033343,0.2922942124831953,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0028205349498986,31.99829639084,27.92826715424728,-0.2770649210288521,-0.2438985482595635,0.0,-0.0006961291913729,32.98090497896907,27.157724400227217,-0.089245539420429,0.0065754258549576,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006860864979936,32.80134631049689,28.431885459212232,-0.0357930553734923,-0.0327059649914174,3.0,-7.555909165679608e-06,29.4570024084704,24.49993456363126,-0.0328061391018813,-0.0073818041540409,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002680780438601,31.88856860626157,27.293184900535213,0.256257153463358,0.2466932200340389,2.0,-0.0055364412864027,33.2299728758444,28.55014048461032,0.2945523067281856,0.2637025841403102,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1821616363346857,28.183725071075948,23.59058563319609,0.4358282518667863,0.4416162527297848,4.0,0.2041602580388439,31.63458592439677,27.21253530604493,0.4558609030120737,0.4188133307503338,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0343791574343719,32.788368339379595,28.327173314289382,-0.0521704640654975,-0.0413846992843056,1.0,-0.0018954791880638,31.84809285077963,27.51191259369149,0.0710567249672818,0.0463786064607886,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0885854046102145,30.81880467708768,26.23855279881651,0.3362165149686879,0.318453952191237,2.0,0.0663451448223257,30.5758815988498,26.034951344212885,0.2879659989803546,0.256049117130881,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0231067488705383,32.63734743339031,28.589410833917803,0.1140288068958835,0.1360450882350161,3.0,-0.0150118605052869,31.652294372272937,26.60013550893581,0.0428112057978752,0.0137171763847098,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0312183002342025,32.35646688456496,27.77624753798333,-0.0387321530449803,-0.0263836036932704,0.0,-0.0167217320906976,33.51971817716239,28.40449061240913,0.0218339402483163,-0.0186935507860636,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.001591146566386,32.13601795548672,27.89714060490325,0.1281872687763651,0.1258583097364168,1.0,-0.0002110918290314,32.31885917726636,26.838701011390647,0.2863330926262974,0.288112835040613,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0024998741325272,30.887387800372988,26.64164659451941,0.2880479647141824,0.2652148274628462,2.0,-0.0133890919699173,36.86996041916692,31.52030631800724,0.1745686730261746,0.1734475936801511,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001985419453343,31.897460231239386,27.36490300433801,0.2827679647425429,0.2850947135049005,4.0,-0.0054385573410147,33.25150218150381,28.95241411439889,0.3115608403577606,0.2559888331774353,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0049115215018984,31.57975413003883,27.456206068676423,0.450849786755884,0.4652620166011205,3.0,-0.0065005681725198,34.5122510760993,28.8419982091104,0.2288867483718382,0.2570768829345168,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0014332036747366,32.39100019032979,28.14671977944741,0.3158509266857768,0.345559683053096,0.0,-0.01047450657443,31.411645583731328,26.348169203422103,0.3404677276439916,0.2110000751548277,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0062644771117794,31.83963425108404,27.26109836348191,0.0498494561006409,0.0439400941198471,2.0,-0.0182437331484659,34.06107041833396,30.00319048610296,0.0221980957996648,-0.0233729704883856,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0112271755893713,32.37330782271204,27.62244044411498,0.0394883340683428,0.036884598611528,4.0,-0.023049690213722,32.36715305046384,28.51242724634676,0.013652886295139,0.0413515882332506,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0090615642735827,31.748883655475648,27.46753082492877,0.054784756980193,0.0685410956543685,0.0,-0.0242612722619803,34.71376782643758,29.819344510639805,-0.0300938418254302,-0.0457176442497563,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0070946450371179,32.14705387285868,27.931413434747864,0.1156350901266254,0.1284679929148845,1.0,-0.1157951076273344,33.20800108883378,28.210886808860845,-0.1136921835497982,-0.1241269291947656,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0293297370202334,32.55466048523047,27.95670452795576,-0.0414601434838324,-0.0392526315203925,3.0,-0.0711567259616037,33.4973033443388,28.686738541071968,-0.142195632275317,-0.1856594110524238,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001529747056048,31.5247516571475,27.0612344052904,0.2033751233145636,0.1691226127407245,1.0,-0.0192304410827102,34.63555551712786,29.118211536984777,0.445610153451328,0.4748720739824193,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0023484699854146,31.99117404809356,27.492445578743222,0.266197769257635,0.2412583336481154,4.0,-0.0112320393206104,33.11473897461127,29.25739142430568,0.2056984090110393,0.2156558156387438,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0015925206292757,32.36847828233757,28.027036964256144,0.2907162818273541,0.2625546835531532,2.0,-0.0509995146031674,31.764767842093992,27.511365677338,0.3109012291919985,0.2925141934280611,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0009466487524338,31.85654828487265,27.567155979190016,0.2739984682191291,0.2614894002065502,3.0,-0.0057870388322489,33.35957568088651,27.69156581902133,0.2093605132901864,0.1884299082122904,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.00094564137431,33.07461168329241,28.81160897356031,0.2969459404288156,0.2944970737241141,0.0,-0.0698300490325503,28.606807328152488,24.202807185474303,0.0751514322262106,-0.0187133643671614,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0116755226081779,32.29323813369131,27.6782858573136,0.0265674540941013,0.0356317061078956,1.0,-0.0083190570509732,32.39753620998911,28.25125883089703,0.1140282832441093,0.0682438391926698,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0415522620449255,33.12581352621118,28.85480059624686,-0.0487936710187647,-0.0495304303883089,2.0,-0.0251468194674677,31.28565596854397,26.398634463659924,-0.0210273627681572,0.0192378333656088,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1632388202956651,30.08796037222137,25.729330596145388,0.4278675156024296,0.3329267135558327,3.0,-0.0798583155278045,29.598027547204115,26.130901795323734,0.3783205360371113,0.2882572746212677,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0256516741015508,32.355044351335735,28.12005137478065,-0.0082252928016717,-0.0077024560003331,4.0,-0.0257943626110024,33.39161020864072,27.742090329213667,0.0331558107951196,0.0171072033979426,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0229394020761404,32.82312894344236,27.81796004526384,-0.0355263034848316,-0.0396288098084556,0.0,0.0262534721012035,30.519304106004025,27.036129069438463,0.1792061912613908,0.1485376624244435,0.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004312462172415,32.064353839395764,27.68067552541819,0.3156044025314034,0.2946202091191254,3.0,-0.0020323099197574,32.542406047342055,27.202382203611062,0.1367751794988144,0.0914124080363542,3.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-7.332011611804745e-05,32.36494843138948,27.77916916468113,0.2836304516316357,0.2764680127656612,2.0,-0.01324390352361,31.317802517226006,26.355573293547,0.1358638483010963,0.0773594311748052,2.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0011611268968085,32.610609495529225,28.06925917613851,0.2766546073651643,0.2591513653881973,4.0,-0.0005568311274408,30.34957690694744,26.21886685384068,0.3165293657865783,0.3068364901756031,4.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005905806800321,31.96402484445465,27.42478410881168,0.2331859399983535,0.2258559434059982,1.0,-0.004803920602614,33.02413337014327,28.86584329760584,0.2525946044782706,0.2147085372293785,1.0
random,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001061743362946,32.21328611617022,27.547957503276567,0.2052344884207077,0.1882879038631619,0.0,-0.0207607399442137,31.96877212683028,27.14379301761811,0.2384632459855524,0.2902816133882843,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0063914552914454,32.5905150374491,28.16102947703619,0.0298000527435409,0.0317062993447497,1.0,-0.0279443750471637,31.16184519678356,27.04713149928705,-0.0054216758062647,-0.0133082841103072,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.019008143715828,32.27298977403006,28.02224779704608,-0.0112053356327125,0.017869137504736,0.0,-0.0641254802919444,33.71555450749579,29.43434789187876,-0.0929054777002418,-0.0747185853592575,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0044833929656404,31.80042849963696,27.30356585551744,0.035715270675832,0.0058050827220355,4.0,0.0217872971296477,33.43502416724532,28.876459493545564,0.1769583842871938,0.167089989625798,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0105746223060458,32.667769522323454,28.17880959523205,0.0027596196397438,0.0098122072645578,3.0,-0.048815468187082,31.064368878411056,27.18474349228801,0.1478887992054632,0.0902808025336097,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0161320081707616,32.04029359614287,27.429650922714657,-0.0215443522842329,-0.029756663724913,2.0,-0.0164656297262111,33.843430013144946,29.87837101958434,0.0039914820433854,-0.0093824776457747,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003250482468624,32.458931034483804,28.13165768046792,0.2760765442425382,0.2669649453360764,3.0,-0.0367567598062827,31.13167013224929,26.42623971584719,0.1911088380716012,0.1728109994703942,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006941246001317,32.11824279817507,27.80740860157057,-0.0702893501894411,-0.0384573050876753,2.0,-0.0147363794897839,32.48695233326028,27.59654169927485,0.1076082498978992,0.0797026983314275,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.360242942733848e-05,32.84749816867546,28.368637341895774,0.2472344181420642,0.2472331067060803,4.0,-0.0012061765929549,29.21488960147562,24.4877502578892,0.302332310820103,0.32422219724961,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0036405497831983,32.5245590686392,28.107775784041127,0.2352247587746846,0.2367077133608292,0.0,-0.0219879196770123,31.13426833300373,27.23543776599928,0.3880172426216013,0.3718890736555912,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0030858687262846,32.92308919945326,28.467015977152684,0.2634268849458111,0.2539085390229828,1.0,-0.0002881749014196,29.02122151801268,24.860272314614736,0.2449483450320236,0.1965109509714464,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.023346622561384,31.86726499647107,27.20216652671889,-0.0466890205337905,-0.0467371912283229,1.0,0.0026616499000857,34.45686568385482,30.405334386580428,0.0851548320235872,0.08933604247506,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0051179517880047,32.54063146667091,28.22477423301521,0.0901542456767162,0.0943564983694687,2.0,-0.0655371579621166,31.01065704700548,26.62378723521382,-0.1544929200818195,-0.1185891887343467,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0227269531352642,32.58492924633662,28.299740373950964,-0.0371342055825288,0.0050876087690672,3.0,-0.0746367950802935,32.77700514176643,28.458703145240463,-0.0810479276686805,-0.091153349761844,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2421010554164315,28.6027723636296,23.617784206905288,0.5154317099449484,0.5112397371319174,4.0,0.1817735541669914,26.38540939157656,21.703561916632328,0.4680109065961049,0.4810822726747294,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1481901170365739,30.113416519947545,25.21143189418255,0.400770401970635,0.3903439247247181,0.0,0.1224933875189961,28.27582291475986,23.832796245450933,0.361562769947831,0.2947717530759081,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0008274089467827,31.99586079979621,27.44401597893972,0.1538470575172651,0.1812082321031857,4.0,-0.0005785118066325,32.83592237109777,28.40590940741635,0.0434656629113884,0.1156619686090132,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002956097098167,31.84994535112991,27.38701960581636,0.3313197842525267,0.3031236471088594,3.0,-0.0006917559028645,33.38349047754292,28.41797650965616,0.2189743570986651,0.2761107095206658,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.765748957222485e-06,31.90303042003317,27.249376731293427,0.3971255193157744,0.4104042910204963,1.0,-0.0003457428052915,33.17745308870559,28.593524318215312,0.490072691286143,0.514407460142146,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001601956563428,32.41267324847165,27.995708960730585,0.4999683092210955,0.5036191824506252,2.0,-0.0001567828782116,31.108106011916853,25.99315903981537,0.4128209836150911,0.3775064155232978,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0017441599465308,31.678677085278565,26.96617338665915,0.2318046852229724,0.2760368401586048,0.0,-0.0058299616426213,34.054785589198765,30.314851021940903,0.2660145301351881,0.2830393644737525,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0281737919827513,31.747712720328128,27.473900446501688,-0.0209895153244821,-0.0256535134615656,0.0,-0.0027029986477631,35.15874145596916,30.74077795353312,0.030431626951632,0.0509472581648588,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-9.232032746697703e-05,31.949227074301728,27.58267730883942,0.0644017248170693,0.0691828470659324,1.0,-0.026632584905706,33.43117955496044,28.80580666551192,-0.0370050805929434,-0.0571575506391581,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0167210035711369,32.28834590572421,27.87099487391029,-0.0125864094885415,0.0095273067389584,4.0,-0.0061565036358697,32.776658795678216,28.284831589561136,0.0162498998346475,0.0535162338770351,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0207853038620295,33.12215187664084,28.693398161640907,-0.0531778627677083,-0.0215077166946243,2.0,0.0212611072556175,29.180538847345137,24.408800314542155,0.1807533816989067,0.2107693682523279,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0093489331246621,31.774689370572744,27.36679811263637,0.0164680949278431,0.0015914251277061,3.0,-0.0121930897799249,34.42290922084445,29.900106114064165,-0.0310909653142777,-0.1231187422869408,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0009962947050057,32.55616984319086,28.10506644425894,0.2464702097376397,0.2369029869353091,0.0,-0.0065497289125913,30.639712708586828,26.290968955819828,0.3700615916162761,0.3299711368390489,0.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0016539527365366,32.12894908790053,27.67695400567032,-0.3106996557954619,-0.3382973614801595,4.0,-0.0111300210467444,32.51039826256877,28.3332921113292,-0.3280229205949422,-0.3447390859265004,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.003526651396021,32.69100075274903,28.16001705781361,0.1981265946688911,0.1633058208181409,3.0,-0.0083252415183514,30.27720374070121,26.691462001170265,0.0391879559039627,0.0258713882515758,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",6.258747431320266e-06,32.3217387844563,27.565537821136363,0.3117077147767794,0.3117934988999676,2.0,-0.0031757412110975,31.49490619847916,27.68182055360016,0.1852609380673075,0.1052057094878253,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0008991169528145,31.91669085727392,27.72955676106524,0.2895188864430491,0.278909115583436,1.0,-0.000803699325641,33.14463345388625,27.255272907378306,0.3163418479069034,0.2457152153150222,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0078493890016351,32.86107980947493,28.610751298774566,0.1382191425952955,0.1228718479008294,2.0,-0.1244802399909896,29.593720792503564,25.83778563377648,-0.0122865332662975,0.0629289897495948,2.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1322680407136752,30.52415300485285,25.88250101962436,0.3980403642526623,0.3618321604609533,1.0,-0.0429088357692071,30.00588104267933,26.208265333950315,0.2511737133522632,0.1725082698457352,1.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.011880656925556,32.503088853359195,28.06885203347225,0.0083120870253419,-0.0268115381566509,3.0,0.0113471981543253,31.309856793548125,26.24922059041208,0.1101015837401397,-0.0107156163615334,3.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0010797225927855,31.57598559329172,27.18121676046345,0.0741972943773241,0.0457722989024326,4.0,-0.0322577895188507,34.50059732751577,29.69114313914721,-0.0817768148201692,-0.1029828503899704,4.0
random,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0182672524897631,32.969461195194185,28.68358099021497,-0.0326325731166159,-0.0175144941805122,0.0,-0.0144262926165583,30.20493458763508,24.88892795865478,-0.0048777376183385,-0.00109151973228,0.0
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random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4867545396616252,14.443029254133668,11.304633407788902,0.7215067902778429,0.7206488984382102,4.0,0.2766592171217892,17.057113437017332,13.611378438188217,0.5419204666819406,0.5584434689996951,4.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5033689892263085,14.280863637944996,11.148179176742437,0.7464032254755855,0.7414059564429458,3.0,0.1917929611014047,17.648847177800647,13.849448346110528,0.5431510228017496,0.5701362503868856,3.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5718141607794942,13.286992332216604,10.1943305953548,0.7754923751041579,0.7875904965145503,2.0,0.1329949222523135,18.098941923836225,13.996692991845402,0.5031643723555395,0.5545800917415046,2.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6294505737127225,12.236893440153771,8.960340890173434,0.7939680382622467,0.8029781030999842,0.0,0.2164055741879871,17.970550821739828,14.38851842841003,0.5289568509522825,0.542682290841511,0.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6296865452884244,12.18774258704032,9.09468934164562,0.7958683028759201,0.7969155498229024,1.0,0.2159244448045782,18.235824686254816,14.445686330913029,0.5144028533996249,0.506581164180437,1.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2674653458878834,17.432951948581085,13.877274541585184,0.6283981869997642,0.6384735136322338,4.0,0.0054584775130396,19.1364706042802,15.453094703768503,0.5549041083939046,0.56769412016461,4.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3569706789394019,16.155548433866674,12.804816741158849,0.609805265865999,0.595736329417461,1.0,0.1905808606704687,18.10645714742533,14.532305726102347,0.4713459481347667,0.47839534310121,1.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4379972495272917,15.287111589119515,11.945397193732177,0.6901087301228712,0.6951377673617074,2.0,0.1550210784832872,17.554113342668405,14.06228261955481,0.5313662381496489,0.5246219393954896,2.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4259816153278669,15.2520094441789,11.999164147070564,0.6657313073330613,0.6736562860742155,3.0,0.1574435461773458,18.41392818361079,14.315884633319367,0.5097569464123894,0.5098515317191314,3.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4409359678330385,15.10664088448776,11.740883768272887,0.67346591665531,0.6762980877753372,0.0,0.176096983381839,18.045257027676133,14.429775181523077,0.4898065395814432,0.4862112096737184,0.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",6.2904610690806e-05,20.13697604893392,16.412240157335766,0.3215587821520648,0.3226358094241434,0.0,-0.0014093333395748,20.167304644183822,16.141413163550105,0.329222533242041,0.3411273966459051,0.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001667579681399,20.21124720942731,16.429641503969012,0.3004559531643208,0.3226597475836197,2.0,-0.0014909874830653,19.86502872968602,16.08933484426742,0.3510254184088811,0.3777280361506511,2.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0003447964419354,20.419054078265045,16.55149763720201,0.3454300905444118,0.3658186759232089,3.0,8.95182441651432e-06,18.97685408244911,15.61056400189184,0.2192889629864844,0.2290934765620959,3.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003345682914357,20.096729129194333,16.250328649211973,0.3195592993581765,0.3228281133536484,4.0,-0.003468140097848,20.3613596127372,16.927726993639286,0.360752019482087,0.3592760284467738,4.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006181329242735,20.03525407298443,16.28061062535774,-0.2981676001329968,-0.3303802395164545,1.0,-5.699677520643043e-05,20.588578455557546,16.65214277353797,-0.3574690457350749,-0.3603150746687575,1.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4360559546076731,15.182217379678823,11.957853234102302,0.6805181722105624,0.6791340143281557,4.0,0.0817923810235602,18.961660507775026,15.14249733583427,0.4593658694912781,0.4587248216272342,4.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4428650823703032,15.056763999378626,11.734465365373078,0.6782307192729595,0.6751801145527965,2.0,0.0837026454373716,19.16503095729437,15.161327024546178,0.4400439575190682,0.459099504324797,2.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3598510601507539,16.09463275691151,12.669263692625384,0.6081046635002109,0.5856640833996527,1.0,0.1222641337205844,18.89813708806269,14.93737141409038,0.4339473323363607,0.4497294165142172,1.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2878332614925241,16.88977376090847,13.369518261985483,0.5547176943902863,0.5574459673151274,0.0,0.1924516035922304,18.556400919009143,14.925140438158325,0.4783370475162511,0.4678713306113785,0.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4922586585491261,14.28180613434436,11.041997288211148,0.7113029336312454,0.7186440889779541,3.0,0.1681724421153038,18.72390054856308,14.919851333712357,0.4986818711781972,0.502152748826838,3.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5363703575821698,13.61028609775053,10.404491169005247,0.7375696028154126,0.746395112949476,2.0,0.218410965364343,18.328296685066952,14.575329501933032,0.5202619597466741,0.5341649833204377,2.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6013861272056039,12.753535370092136,9.614173927012937,0.7776107322820707,0.7730995072195455,0.0,0.156056361627493,18.28759422323096,14.447837247181331,0.4515414726027239,0.4753519221033023,0.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.516730309589188,14.035674646768705,10.918965820469404,0.7293951389937341,0.7327224292884427,4.0,0.1632906509739391,18.24647993952682,14.496217905052404,0.4755482605679944,0.4745785515579467,4.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6005871849991253,12.649107850226612,9.528592999612764,0.7776424742590671,0.7914153064145943,3.0,0.2004513844724639,18.46196753443369,14.531595093526958,0.5047529826285326,0.5252891691689999,3.0
random,siRNA1,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6043077529946428,12.639061757510708,9.37734520801848,0.7832223517678731,0.7881296583708901,1.0,0.1442056067741627,18.79882581473473,14.69801333392108,0.5050270569691563,0.5359840156476693,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0409412660763945,20.666637702415084,16.789369396611782,-0.0218858594196125,-0.0344239381321146,0.0,-0.0445983741747411,20.115872527651582,16.411409412588114,-0.0154231156812589,-0.0086503085523722,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0173733550996082,20.20586563272377,16.36825046451049,0.0448679826170489,0.0338660725367306,4.0,-0.0585561406675692,21.1574123712136,17.449291246516225,-0.0865465963933529,-0.087727284441446,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0424415091587184,20.528838853720107,16.654275390311195,-0.0046517422330043,-0.0152426096614243,1.0,-0.0561674241091643,20.844283175797973,17.070805771753133,-0.0224899281851493,-0.0324220333807056,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0400089316749914,20.46934481855033,16.58531862352072,-0.0203284894657333,-0.0321585287173714,2.0,-0.0286747800121729,20.68038628907846,16.91399800178936,0.0119547072433213,0.0221816780909314,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0295200974478906,20.55507183418676,16.59530089037584,0.0068222655099593,0.0078190893047356,3.0,-0.0378899500603338,20.037860111392508,16.399571110289774,-0.0122911205509148,-0.0289740034632856,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0011476309304032,20.4294616350506,16.57375619216566,-0.1280608680340678,-0.1307907687556868,3.0,-0.0004219586350582,19.004686815109523,15.655411934558256,-0.0770109362317349,-0.0686334337609668,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.6458735424172986e-05,20.097938105095125,16.323766566573195,0.2948429374089466,0.2986271054996219,2.0,-0.0029701830873143,20.323401652580127,16.506593024485394,0.2548689317082876,0.2413382496784435,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-8.126989692325282e-07,19.975272795392705,16.245329038330706,0.2947466267131994,0.2980695886036221,0.0,-0.0002570321090924,20.799713059371868,16.846929181259846,0.3790790049288164,0.3929167043012677,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.7627345838544528e-06,20.13224508159458,16.323387060484112,0.2729977210865933,0.2745264316620345,4.0,-0.0001676252977678,20.184657500981643,16.526524265116628,0.3068251102363177,0.3022001351913245,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-6.167524853184503e-05,20.11040013927293,16.335621166866666,0.3048250926835788,0.31059387151637,1.0,-8.796055995019536e-05,20.27521825468716,16.45283477218063,0.2986442931829844,0.2924570887713445,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3037425084464549,16.745037341230827,13.133686512454313,0.553947451672415,0.5580955609567783,4.0,0.3267990876586741,16.764075905196528,13.534289293328431,0.5721727836070379,0.5834729075711542,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2869815896639663,16.892134834627374,13.373734781613386,0.552677398053431,0.5581179325491566,0.0,0.2359577430582062,18.07865860471616,14.188810048672396,0.5008822012823634,0.4898538902743485,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0408500594931453,20.66476980800564,16.774761089727015,-0.0292414238128765,-0.0279675372120996,3.0,-0.0188075312154571,19.821006359457485,16.137991064566155,0.0552706854007597,0.066490654951992,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4102344745548533,15.6122651222925,12.49462966212883,0.6406735735420865,0.6430724261994913,1.0,0.3502693218259488,15.619517005245084,12.275364353823564,0.5972732429948507,0.6026219589977101,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3247224535615808,16.56704429907704,13.271968421249587,0.6155198504974038,0.6213887518477919,2.0,0.3313175235709138,16.400713854958877,13.011841211201231,0.6082717135310541,0.623913602654098,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003264602630506,20.216566338134907,16.409086544556608,0.2804842179640368,0.2843001375063816,3.0,-0.0001869079818039,19.859937239888232,16.13629823849525,0.3492510617197353,0.3556967305540497,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000414719585408,20.209845262705084,16.300809033548312,0.3322540479202561,0.3342132825030305,0.0,-0.0072604837231495,19.928565164236545,16.54977633629316,0.28572280788968,0.2953555101837434,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0006047312084287,20.318322903453456,16.512092003515875,-0.1609184233012949,-0.1518709743373381,4.0,-0.0015618646032511,19.463781191666868,15.7113615185145,-0.1836294505241825,-0.172002522493406,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001354784126876,20.066446045706016,16.35161939606262,0.3428923365287915,0.3428904710722373,2.0,-0.0015205206726747,20.461297191975227,16.488777559382434,0.261879969239,0.2927721175397869,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",6.253551284141068e-06,20.174408375068264,16.42146890988387,0.3350034647207964,0.3295989557307694,1.0,-0.0037178166759215,20.02101023437232,16.173727599092963,0.3839786311573878,0.4056654394472667,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0230594537962396,20.39787739842656,16.645965264719983,0.0222611845224433,0.0179979114298372,1.0,-0.0229760868310777,20.27547252103372,16.272257342554415,0.0278766019403122,0.0325946533965597,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0230198750101109,20.23153227611928,16.360666452128353,0.0327121658045483,0.044219478268583,4.0,-0.0245767375605561,20.93321487666723,17.12442974514431,0.0167162674338473,0.0196959262111428,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0329125779294254,20.585384620918504,16.64369662483431,0.0005367777382655,0.0114550313335106,2.0,-0.0436864617644319,20.1074593324482,16.3618623207626,-0.026197329564538,-0.0146565285778187,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2835733789318519,17.21765103282542,13.622362011514776,0.5353708659745091,0.5481557325587523,0.0,0.1984043180128692,17.295121528688192,13.82660496872639,0.4517885148128984,0.4509995376086074,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2861461774776013,17.308909029347138,13.720801781112552,0.5374175896110819,0.5474800284542428,3.0,0.1846696221452473,16.880053466554862,13.510668843273272,0.4404472743169809,0.4563068248850535,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003501194723876,20.26056944019569,16.396126985917668,0.3134975716484215,0.3180235060804556,4.0,-0.0007031656383855,19.6690535907206,16.272831430945377,0.2574760003107558,0.2586107699631785,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.8599957302134484e-05,20.3046576934436,16.479175452695713,0.005995005529784,0.0077951982775994,1.0,-1.35855326877099e-06,19.48206460136408,15.915968200306834,-0.004691796112176,-0.0245825792395403,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.461018245433991e-05,20.14982904470807,16.31413121005257,-0.2733517892318362,-0.2718387309094087,2.0,-0.008910061706683,20.14133439813449,16.512371785356184,-0.2661339895479958,-0.2828079216631859,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002665753051602,20.01706054694299,16.28752617529548,0.2970155620562352,0.3005508315944057,0.0,-0.0019979905402534,20.66240178783416,16.757414314678176,0.2815381431091912,0.2857629868240071,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001031418023995,20.120886038694376,16.360819659000192,0.2963595967582667,0.2998581217726981,3.0,-0.0002285294691033,20.23645107574315,16.343398256655092,0.3470182960232771,0.352606009065698,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.03805017584244,20.374252840335952,16.522767832150496,-0.0029899971051974,2.7344246421636468e-05,4.0,-0.036286097059504,21.06737619937767,17.110836484304674,-0.0206904761003714,-0.0359220887707958,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3265214315561235,16.417271765786364,13.033597419169997,0.5749576731785122,0.5841552191297286,0.0,0.3440441069949148,16.752225095008775,13.157350673597046,0.5888367350142529,0.5940930042439413,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3794034820536905,15.937218591264472,12.570800586298375,0.6259624676131262,0.6346012004095343,1.0,0.3334923002897975,16.108455223123208,12.867492540775505,0.5845984877071188,0.5751584806038356,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4028065274409087,15.438187475009112,12.227696619107364,0.6370232252305625,0.6418021255991576,2.0,0.2878802026800474,17.54399761250825,13.777898669144744,0.5510431564966708,0.5653094160138913,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0299249992190986,20.783079164666663,16.846269154291225,0.0022359558739196,-0.0025759402915162,3.0,-0.0553202681402278,19.23307590357431,15.472402023189844,-0.025829324570329,-0.0197464944088719,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.395388847560718,15.571349862140242,12.293787548781054,0.6326508255221676,0.6401768487194412,3.0,0.3337795634684296,16.816714680130037,13.172847744663065,0.5790616299805647,0.5968645974448676,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-5.711152105503104e-05,20.1181850709718,16.29783905264651,0.3111401241546356,0.322756951041166,4.0,-0.0053492970053827,20.243064738507,16.60683651519901,0.3282259885789285,0.3109297531711129,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002820663789597,20.144044829293627,16.347678913028197,0.357065629928058,0.3675075275749582,1.0,-0.0022816449019293,20.13788064580552,16.417509661388006,0.3920561870184184,0.4052270944857542,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3112283008711626,16.8404813909413,13.365493978387592,0.5623004693601572,0.5724151467648325,0.0,0.269787728283728,16.679144143403892,13.07037823837971,0.5323030600630534,0.5485187574715379,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",3.072296191941604e-05,20.041653674672013,16.34125840370943,0.3200761887516465,0.3257107446009441,2.0,5.406336803981393e-05,20.540508538141047,16.46878013767823,0.2927975668430047,0.2981905114528452,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0355033423928106,20.52118657373813,16.611938942563565,-0.0080525780816223,-0.0024055653347326,1.0,-0.046361862023518,20.503268649122784,16.784108338532626,-0.0432807738579262,-0.0404508955754905,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0610753516097084,20.535318171527624,16.72125498872183,-0.0641658754357178,-0.0617658465156047,0.0,-0.0288977889931065,21.2442502304867,17.292342431653186,0.0352011117187065,0.0174118402690656,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0549831332178836,20.58628967161038,16.61017125264538,-0.0603377368917824,-0.0580162757626496,4.0,-0.0148968893509011,20.68950286978061,16.854871999481574,0.0413899048835697,0.0402961492613894,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0350157311065424,20.5928658287331,16.770765370268442,-0.0037953004855425,0.0032082929021233,3.0,-0.0162974383841307,19.90205173581853,15.994376079732008,0.0533861057142135,0.0339959069476995,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0377982234220297,20.357756152166385,16.44991505522348,-0.0044353963932926,-0.006151480837621,2.0,-0.0296491150985835,21.0725500573433,17.222102712309407,-4.2017307180669886e-05,0.0142947632207012,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.422561155008168e-05,20.16233583406249,16.312134196225045,-0.2722147314632853,-0.2744423284536914,4.0,-0.0019187635618751,20.07700625947108,16.53307449278027,-0.2776061421533201,-0.2875097406229112,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003001659313157,20.113395703988243,16.345655235153238,0.2820355267674156,0.2825875014152292,3.0,-0.0012102575833787,20.26221727872048,16.46331637033219,0.2803716288719745,0.2760627238138313,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0014748158270645,20.13112400569725,16.292167318388245,0.2919600841696944,0.2945401648865144,1.0,-0.0003416857165059,20.2255434890495,16.760608845777472,0.3177374612526222,0.3247802618088049,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002758778619915,20.40775181865095,16.640754312157323,0.2892984173821326,0.2895946920849364,2.0,-0.0012838514190494,19.06740794883237,15.3365523412885,0.3119619719078044,0.32474301414382,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",7.107477970946796e-06,20.231670989356083,16.42539345474047,0.311803552097633,0.3170506529028059,0.0,-0.0015853664460612,19.7862304691255,16.148998687492966,0.2570160568400169,0.2453019001573796,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3223196668298204,16.651517158048513,13.243300143440464,0.5831899759767825,0.5917526602627655,3.0,0.2846548137350387,16.745626060288377,13.302560694816185,0.561732513484684,0.5691332255044231,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1867364671815411,18.28603050665704,14.480971623202525,0.4404868538461869,0.4508866656935636,4.0,0.187559620499275,17.655263119027182,14.152757446854205,0.4471298700406399,0.4663158454376477,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2600672458352833,17.43270748890146,13.877197053021822,0.5137769418297535,0.5201824769116434,2.0,0.2633402344542113,16.850912793100427,13.489715932524254,0.5189184179010724,0.5124340482133012,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1639309580190536,18.318222734451297,14.473120772256337,0.4110519904446715,0.4215116389070874,0.0,0.2451289108757592,17.867922272757973,14.326000142980504,0.4977143040607956,0.4941884916271267,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3373872625521537,16.369156169704507,12.899390025004015,0.5826475322771167,0.5876452956250734,1.0,0.3346840752944874,16.500801365124175,12.980604545373485,0.5815386342065338,0.601736092824919,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002538473688984,20.12335917747273,16.33321448475659,0.3209604467143742,0.3211580924547059,1.0,-0.0001716584533069,20.23220240647161,16.55502382443275,0.301324346763287,0.3210856442267942,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.9891351028311632e-05,20.04627612775985,16.25836744450665,0.3192275203729683,0.3215307110190763,0.0,-0.0096483703143328,20.53312121638368,16.839808978171014,0.321436565827348,0.3219633893473193,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-5.50834274637424e-07,20.1206592213039,16.338896161939918,0.3560720501012805,0.353894999183087,2.0,-0.0012420550730842,20.2396646065182,16.53125214439361,0.2389587742881148,0.2592182636278726,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.178885687213587e-05,19.955362134693427,16.23813459381653,0.3136640831251261,0.314198219093211,4.0,-0.0002533161764712,20.875931069883737,16.858027297282906,0.3528888707185768,0.3791711639141259,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003535989563054,20.25318745588805,16.409039371755252,0.3204070018241186,0.3246105279205341,3.0,-0.0042216968895261,19.735199101055624,16.120397358961064,0.2086638159914715,0.2223631527555514,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0373815434329762,20.343157173634136,16.490929718409834,-0.0100664099429639,-0.0075614804309792,4.0,-0.0457859504326241,21.27798547567413,17.2982197891047,-0.0420354140364628,-0.0347150680345014,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0391137691299667,20.828793782816795,16.892997399651296,-0.0225487991736798,-0.026875572530618,0.0,-0.01734944119265,19.05896317123778,15.647160841702435,0.0543512927569127,0.0359156382079692,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0466152869994664,20.624793850348578,16.733414946019188,-0.0389407378152441,-0.0375034831895307,1.0,-0.0371182331639488,20.43849740541272,16.525626930582177,-0.0176044842984921,-0.0113065743606703,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2422738697680324,17.451034765857145,13.735472983627515,0.4934267711294602,0.5009626847241839,2.0,0.2028928092745513,18.314405498826584,14.623641520370672,0.451696563799143,0.4605963160362146,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0263267652158427,20.57483501389937,16.747606308650234,0.0157521148394203,0.0135726563766521,3.0,-0.0481684647768665,19.92532111305278,16.142003495016215,-0.0213592292775779,-0.0408267654569595,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0004640676445522,20.12255577746523,16.37012162078622,-0.3089405430452199,-0.315523004383326,3.0,-0.0023501125909628,20.22763251705283,16.36705427444521,-0.2958402125989404,-0.2902150433176576,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000153597635045,20.201741508405963,16.464409255000803,0.3014034496647805,0.3076854611989604,2.0,-0.0015604535013074,19.921189361659074,16.0306375731166,0.2995861102613009,0.2817764212320179,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0004322756104935,20.22865219841644,16.40306615442114,0.3191027235320051,0.3233297425094401,0.0,-0.0004621486357332,19.80259019366346,16.25523039892377,0.2564842774822816,0.2655183715999488,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.689644389357703e-05,19.88817267774936,16.23138748443525,-0.2821890156224328,-0.2868689507417784,4.0,-0.0007450426207513,21.1327482501404,16.912479055271227,-0.3584922995366866,-0.3655635316289579,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.338767392146451e-06,20.14162838338287,16.36441894923507,0.309493180274208,0.3110402024343985,1.0,-0.000230342094494,20.14679987791652,16.365591917312685,0.3069334278006054,0.3178823522575491,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.21998384261028,17.731883016696905,14.043189834555502,0.4760543207015332,0.4873483356661753,4.0,0.2492832567373092,17.643567133247355,13.977686328652464,0.5018298040130804,0.5073938346232446,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0316849078415222,20.37559238632552,16.611804291006838,0.0010354406615719,-0.0132076009236908,1.0,-0.0321771435096749,20.78876030766365,16.916616100735137,-0.0025868634974837,-0.0066102883112394,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2770047784680816,17.300903550173498,13.650437619324515,0.529140620279622,0.5284157921946246,3.0,0.2528610246454703,16.559122076299023,13.397904222590444,0.5229169791591931,0.5252334849820803,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.301153667172977,16.687477683757916,13.32337584821608,0.5736620344970527,0.5873223666182473,2.0,0.3327941089546105,16.984013383019146,13.42410375650037,0.5818291601106407,0.5965090674796987,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0430549277166991,20.621265484665663,16.59469906333786,-0.0271846050385815,-0.0171504086420711,0.0,-0.0373174231786876,20.22637595697826,16.671352877832735,0.0295178640003025,0.0261767874791037,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0009653133470912,20.03616893680033,16.32634974462514,0.3893586623181492,0.3896500085052018,1.0,-0.003077062885898,20.62811024609746,16.445020335005143,0.3828192505428821,0.3925563843407575,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",3.1844834494920704e-06,20.233660650072466,16.4416379843273,0.2853326003010928,0.2741419806726677,2.0,-0.0014815948121253,19.77889966307862,16.02804506717886,0.2996853363307729,0.2975713011243813,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001796202822195,20.117940585665245,16.362786006976524,0.2018462101798609,0.1995166989598027,3.0,-5.374114283474008e-05,20.246043859478142,16.34343492798354,0.1643518288527816,0.1624161302640185,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001385797614368,19.988176359322445,16.221730018753014,-0.3095505664418698,-0.3085881539793866,0.0,-0.0007234650538991,20.76031024362445,16.904254530290515,-0.303872633507032,-0.3140550206441079,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001393820766733,19.97726646173115,16.194772454190684,-0.2492550022485252,-0.2529198866242315,4.0,-0.0008900174606567,20.803613498544024,17.09766545550813,-0.3095213394787134,-0.3123301461871125,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1776565746542778,18.14807868616488,14.40425735944341,0.4576995995132865,0.4700488982875354,0.0,0.2008516920755679,18.464321956070847,14.469286735754444,0.4764603362039288,0.4815602899958489,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0400320660493533,20.497981098194675,16.611698664098903,0.047191717483391,0.0478237633451278,2.0,-0.053241045584927,20.83141555207206,17.309999147266026,0.0214658676310416,0.0154965380090786,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3317398491228683,16.314579132849126,12.87585933616658,0.5821898545313443,0.5871150439297012,1.0,0.3340799504118662,17.02753091018503,13.351441613342535,0.5806976224472893,0.591809800018638,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0737825900385673,20.60940637667391,16.678824445631328,-0.0184097322664703,-0.0169750275665467,4.0,-0.0734304903250953,21.8906305415671,17.865596052256144,-0.0256151648696282,-0.0378517260634047,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0590971586288704,20.625171837096616,16.85825936246347,0.0123977339590631,0.0133055064446609,3.0,-0.0466240268159974,20.999244640555894,16.650566320851016,0.0339121670280794,0.0430143435337681,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005180676722364,20.07525910256037,16.245391388331708,0.2825179086928724,0.2804031761697354,3.0,-0.0002050371472119,20.4328239946718,16.787413219561792,0.2641174131720647,0.272669254306014,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.420064903601137e-05,20.15244237377641,16.38723838355057,-0.2833506860053463,-0.2926714637381726,2.0,-0.0095171883174371,20.12731902542668,16.3546207632057,-0.2482075369315428,-0.2529105229384146,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.3354927448361307e-05,19.963321595497376,16.103756951574802,0.2960291963842767,0.2978004068758961,4.0,-0.0012285462354864,20.84775277077754,17.38422390973126,0.2429707291485649,0.2301704391310784,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001231676437911,20.217251037698443,16.434220850927357,0.3073836036669903,0.305209145376603,0.0,1.2959911363186194e-05,19.846233350336423,16.054588330429766,0.3037425790726525,0.3235574408492169,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006763931861535,19.99011157114097,16.2145097943382,0.2912797632393086,0.2932403964142312,1.0,4.2973232571963393e-05,20.75945220621957,17.03905893961589,0.312020700182784,0.3215648378154239,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3030030470784052,16.908999084864952,13.400261800417864,0.5774743625416046,0.5803817734371461,3.0,0.1032361723629556,18.64864587567573,14.74257226323885,0.4202302150308962,0.4160931568849977,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.268373500088123,17.35482043252278,13.924821196411443,0.590790551609136,0.605865181657196,4.0,0.1558974164803179,17.950680803270476,14.344724429880152,0.5102707233496633,0.5181957070985276,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2994741119957269,17.092714497657468,13.5272677890807,0.5512000972573935,0.5577399136526549,2.0,0.228050015474802,16.64964463804917,13.396548132248869,0.497369151888052,0.5055209974232937,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0686103744427311,20.77036306604049,16.78089882583422,-0.0084770020171984,-0.0029877114259886,1.0,-0.0846729214750405,21.18341311479261,17.168783628989637,-0.058096064999299,-0.0523242494414414,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2379079457322683,17.639689026983298,14.126462296434418,0.500298765261515,0.5122447368681194,0.0,0.2298281585042375,17.45216980645297,13.649014073438604,0.4923719066265875,0.5190695375618771,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0007401729521248,20.173402752571047,16.45493239297352,0.3580546266756345,0.3544566221343106,1.0,-5.9057448255517286e-05,20.04756412215165,16.093927174634896,0.3017889566663878,0.3223111300297549,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0006535035877803,20.26991953727876,16.56435871506718,0.2280960888457862,0.2275342926491735,4.0,-0.0044929456467039,19.68420413800564,15.704788675818424,0.2607437031265595,0.2568439564271144,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.520945967192766e-05,20.205314079986767,16.435240219626145,0.3120153321055359,0.3164498926089145,2.0,-0.0012017614832544,19.88900375876213,16.08393979798619,0.2889421863699117,0.2936992871800983,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001375856159531,20.346016302596524,16.513826650898988,0.2986589412039263,0.2975350854152321,0.0,1.2366648852402127e-05,19.31223147840636,15.737318140979657,0.2423124797977521,0.2552910797811317,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",7.45518069624751e-05,20.068854128929424,16.276935380871926,0.3098300545412155,0.3110874991402546,3.0,-0.0002578263698933,20.434608936169685,16.671413930257163,0.3640061924549309,0.363084920319431,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0623962576338819,20.783403561379547,16.85867906271339,-0.0023348129921821,-0.0146482003543075,2.0,-0.0675239961316764,20.65438195012226,16.640195761786565,0.0236215958027588,0.0317221372067016,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0726873497793885,20.773395945074483,16.901989644106987,-0.0137168882915687,-0.0182753429448075,0.0,-0.0651986000301159,21.114407874454656,16.70962715619876,0.0096058919498669,-0.0124375757987445,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.254257226389996,17.264917086272874,13.684080737979368,0.5231147749441553,0.5401264820870234,1.0,0.207594353210892,18.43599656990663,14.710898148964462,0.4801224415701502,0.4878662103133744,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0489662826837955,20.67955329682936,16.69922683284338,0.0287470546094971,0.0246949534027307,4.0,-0.0178188701581687,20.11915808653752,16.586023763962732,0.0982816664019305,0.0817836643693889,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2619845530576119,17.37867826328405,13.571037942057712,0.5558546609625182,0.5611849579569723,3.0,0.26440683758342,16.96240848700108,13.880492903470014,0.5649861530363358,0.5753925784212072,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002655892415444,20.051340416171485,16.26231702240696,0.2818607031270851,0.288511324229574,1.0,-0.0034110466442702,20.50411353200348,16.77698765821418,0.3368049766014253,0.3260400883146553,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.7460429457892843e-05,19.95685049739253,16.22337109720186,0.3141187968775217,0.3210164039348752,4.0,-7.680486745176296e-05,20.872097208034543,16.952005127329887,0.2668814957279808,0.259036073985337,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",2.7016202127860826e-05,20.283382342162444,16.490984482164556,0.2872280677142956,0.284670417598817,3.0,-0.0015874723905586,19.57265707325583,15.888241115617165,0.3128525890899766,0.3375213334421716,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.1363242224726733e-05,20.22332113851553,16.48217408403333,-0.2823992731301196,-0.2923849826974754,2.0,-1.1560809685784434e-05,19.817790638571765,15.89702896306544,-0.2815125720737418,-0.2760880684539187,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.293639498415992e-05,20.096921705237268,16.3448847196525,-0.2510548855880137,-0.2572095366350977,0.0,-0.0001754470432575,20.32888085822762,16.418563230538073,-0.2692521653671711,-0.2910113992276995,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3842823008282596,15.905480373492408,12.440426848149237,0.627641701155234,0.6355313852545517,3.0,0.2731419342583517,16.722577779153305,13.34717009273576,0.5647734945243319,0.5677001523735031,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2173760738249927,17.778360424205342,14.147416491667837,0.5005905855228842,0.5007258436350008,0.0,0.2025403661520856,18.11352036264398,14.349500103546267,0.4979877031521171,0.5004561672958094,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0516603657702559,20.78830694569781,16.923930647587717,0.0241424672565649,0.0160733504205126,1.0,-0.0772027064419316,20.355746761119512,16.865667859615122,-0.0116371622624907,-0.022976366060738,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0661323992387687,20.810514821793777,16.884222662761466,0.0034919926248025,-0.0038173345535801,2.0,-0.0943139371147843,21.00011780330652,16.949299769146453,-0.0399924942749913,-0.0347834754569655,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2457838474650093,17.489565845946863,13.97581150162802,0.5041175738425703,0.5104272316434617,4.0,0.1539187535359923,18.536633597090383,14.750914089375565,0.4204794915229534,0.4473885419901984,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-5.129334916875728e-05,20.00645289744624,16.289868537490964,0.1761304888512216,0.1667099427823271,3.0,-0.0035708132024501,20.681141939684903,16.6843638855734,0.218821895506838,0.2298022768518224,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3328254649798122,16.43864114819004,12.973698666923152,0.5781937444791814,0.5853519077376883,2.0,0.2424680477258468,17.57740241937709,14.016468876968196,0.4946282504573508,0.5010104835881088,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002469775613405,20.157391112082355,16.36273667833186,0.3028326504607781,0.3025619181195099,1.0,-0.0080790468682456,20.1326104658677,16.499918079768676,0.3073014324111597,0.3275124468853456,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",1.9152130583899307e-05,20.293309470776023,16.50874273775782,0.4783222528312467,0.4882281656375213,4.0,-0.0012136572110461,19.53607404372326,15.850629861462751,0.4202206152733564,0.44594409850889,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001405232984437,20.265788938473023,16.512393368130173,0.3273589924113818,0.3281311575208848,0.0,-0.0043802827438685,19.63945374637592,15.764715726875965,0.2719748776882745,0.2879976443192852,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0590391855259719,20.71727256202645,16.798183073225243,0.0073907341412056,0.0033010371417505,0.0,-0.0360850964968739,20.54879521585307,16.712522104836296,0.0570385706284423,0.0440537978362826,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0664869504603198,20.61640672625112,16.672192721722364,-0.00800114522079,-0.0164766141946878,2.0,-0.0725282711051544,21.553427335477803,17.39800269044476,-0.008574641296757,-0.0058574523174923,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0638805136180296,20.823294707332096,16.918196780246454,0.0103443425124847,0.0171205875377273,4.0,-0.0782449264437834,20.72475416892724,16.582161392400295,-0.0259187229711357,-0.0287716924490087,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1681616232129429,18.48985672717044,14.67431600340228,0.4341999196816568,0.4396446755108934,3.0,0.1552008678575009,18.02758503373198,14.44509929452904,0.423140087184769,0.4197068100315147,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1905606998257122,18.1994927542206,14.487162539916053,0.4482104539319336,0.4627986852152426,1.0,0.1632059671143624,18.099335687482203,14.23029043252576,0.4191356210108518,0.4428202631407676,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.38523147827663e-05,20.00920623683317,16.225826255974855,-0.2866499574681092,-0.2916748649279742,1.0,-5.850944922514145e-05,20.669555154897928,16.90829936525949,-0.2757197335221367,-0.2916504366883449,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003528340983809,20.34905161622913,16.59278738615139,0.1642767133766594,0.1534720837103262,2.0,-0.0053430871007102,19.3399796819252,15.38586951361762,0.204690120692998,0.1874138385811167,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002519417027762,20.1397790946369,16.381998692686576,0.3088268989516315,0.3130124265099497,4.0,-0.0024653704455981,20.181495961030457,16.38690764815719,0.2548045476832878,0.2623988884564468,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002232784765248,20.120162224865965,16.315719788852878,0.3174325499689002,0.3247271222448251,0.0,-0.0001368920999258,20.236845588747613,16.59411134131161,0.2753590245754109,0.2629652583881297,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",2.6296132413561324e-05,20.129492667894983,16.375234149844605,0.3073829026609063,0.3108637593279374,3.0,-0.0005920007449493,20.192788829774702,16.317245847599988,0.3248582203375553,0.3283284176417946,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0951699994064867,20.98404870488952,17.019199952270192,-0.0583373843674702,-0.0572176424918158,2.0,-0.0477338034928545,20.987396127430905,17.052917471049742,0.0252047533265311,0.0091438300683143,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2424731203084396,17.381472343778487,13.724079483934418,0.5052356313641495,0.5177110440244814,3.0,0.2300788286497508,18.2649045421194,14.761069843307936,0.491276685388156,0.5073349630450624,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2385921365180016,17.580315319992174,14.04677798979693,0.4944411112816612,0.5023139935339256,4.0,0.1629785886910657,18.4115330159805,14.522101712324982,0.425120096069967,0.4384873611272817,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3073982200657044,16.766553480901905,13.31451300731355,0.5581785421344687,0.5694959525083846,1.0,0.2305875402122902,17.580487366411518,13.906422355243697,0.4918707202237744,0.5154694036567711,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2814777006207802,17.212894931848016,13.62791011329788,0.5439134663781049,0.5501377406025358,0.0,0.2174955113032354,17.19767867140346,13.811365636189777,0.4955358374976133,0.506312614699232,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001001100704898,20.24107034732029,16.508062370712164,0.3233281487648316,0.3256594199675085,3.0,0.000157401823593,19.743062422034807,15.827576845271109,0.3047442178454734,0.3086270662907618,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0007640637198178,20.07161873032617,16.32102119269285,0.3025235669860699,0.3077455344467569,0.0,-0.0003021198040702,20.44124398122717,16.607093443693937,0.3128177000559474,0.3106485651247512,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001295319326721,20.20041086975888,16.42841418504102,0.2768911054113255,0.2836543097537934,2.0,-0.0006323916921275,19.910430022685937,16.091839304480533,0.2733435552304316,0.2613627189721705,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.549032209670955e-05,20.17122419511483,16.326763443738454,0.3508802426561295,0.354424042718419,4.0,-0.0009575882889851,20.0279979586378,16.516734458389596,0.3338716203716034,0.3369762983298593,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002561241476326,19.93902408167047,16.184391187653137,0.3099879074789133,0.3149732615234141,1.0,-0.0013908551785057,20.95891223660718,17.028963643140752,0.2815206263657158,0.2744497580195243,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0547536788558762,20.656580990446976,16.751180308128692,0.0211816698418788,0.0179456627530931,1.0,-0.0475799377613967,20.72327977106117,16.820258397231868,0.045667960084121,0.0340591394608548,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0521728046309899,20.519745565990355,16.596496004237004,0.0250454378292004,0.0181795671441357,4.0,-0.0371363427307134,21.04302985584465,17.247290750197426,0.0538469196909668,0.0635146769996936,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3788402792364073,15.694320213034043,12.490150961986238,0.6264632171431717,0.6325605063386014,2.0,0.3402273144244866,17.083795653291492,13.331484735747914,0.5938648579831538,0.6042762896143357,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2484383824113543,17.639070495171886,13.960970151455053,0.5323813128170607,0.5403163877958396,3.0,0.1749478841334416,17.525510893949747,14.013995125852984,0.4891990336960171,0.4928929141233019,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0665255915422653,20.829521423077672,16.875046301206773,-0.0077737461652475,-0.0039898235572462,0.0,-0.05354816792554,20.554052151212083,16.62660617121944,0.0222338709650543,0.0235508120375265,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000129103080467,20.05771249004503,16.29956778793531,0.2733023213176582,0.2750513875623815,2.0,-0.0012054309552613,20.492632262831624,16.684016189261232,0.2937030129634466,0.2980337998139685,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",9.784189841655078e-06,20.15070921121905,16.34510765409102,0.2942408753000222,0.2964306174920573,3.0,-0.0021190291110082,20.11542168350353,16.412515635549287,0.3303872323313017,0.3388940356342823,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001116360906274,20.05919476987665,16.2133536715863,0.3087208216952466,0.3074440047391353,0.0,-0.0030788064144493,20.493256657575472,16.918176121966823,0.3322882040973118,0.3400090169986292,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.874179035134873e-06,20.05242695904237,16.270406972693905,0.2961782764542902,0.2994558194327933,1.0,-6.134175017669108e-05,20.5001908178952,16.737608306005658,0.2746582115203959,0.2726327201641822,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.002632495685553e-05,20.0624645250128,16.228703235145705,0.308739892684423,0.3197287427443973,4.0,-0.0136983737358991,20.47844959820728,16.85873984819577,0.3835176986502221,0.3653039762734594,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2398286608400121,17.430681010714892,13.86951893941296,0.4995020934449026,0.5110827347632584,4.0,0.224769667579238,18.251089675634653,14.61864905337738,0.4795157201684421,0.4816766966733445,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3075513187603583,16.772437806248963,13.3394683557427,0.5816494898442137,0.5884551893617911,3.0,0.252430742900976,17.365772546279526,13.779864804146223,0.5397056326328835,0.5473442412932238,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0596948581675276,20.754630898976373,16.86171842795718,0.0106183782903713,0.0071779423643928,2.0,-0.1081704871517741,21.11643759651289,16.874666135497545,-0.0788533399137695,-0.0588113045500547,2.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2299139734138682,17.525395003006814,13.961387422458678,0.5059785069120811,0.5009418971771287,0.0,0.2759819352688469,17.68850857007481,13.62454351417322,0.5422527872792609,0.5486805062233221,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2895651780938966,17.06784457441186,13.426006387744891,0.5496829150866573,0.5544892607368835,1.0,0.2886643639898353,16.622600558318783,12.950675699838394,0.5549870189765533,0.5842559037727552,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",1.3254463387069038e-05,19.86748032223774,16.18461276566768,0.2906651595718312,0.2884102628302729,0.0,-0.0001405589140477,21.20814883896876,17.078722736374342,0.3131484837393969,0.3166783016158461,0.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001397658885946,20.024515628530075,16.161164444087404,0.3065817389856169,0.3106271519540967,3.0,-0.0016661074713824,20.625268013093702,17.12765485033577,0.3215553322693684,0.3187694778890855,3.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.8278982060703228e-05,20.110173389322995,16.317785056930582,0.0486892353910432,0.0515842514893781,4.0,-0.0092817080568841,20.28399056123035,16.606029959470646,0.1283655752963227,0.1388645932035075,4.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-8.079316517362045e-05,20.146442956458216,16.343379523662183,0.3387397980684967,0.3415664481837228,1.0,1.8292755641247105e-05,20.13054398503645,16.47701973306789,0.285042381535929,0.2988522470643462,1.0
random,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-9.869220698544012e-05,20.297875443199,16.488740898073488,0.3454559841968431,0.3451326485445091,2.0,-0.0021377386244703,19.50413008475177,15.85241433602792,0.2677186229343228,0.2793658217585947,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0414791034459791,20.747802355654667,16.734955779323236,-0.0313648485277606,-0.0321425584666282,1.0,-0.0325447870277215,19.684741906352773,16.0230728055224,0.0045850418678016,0.0209446855138728,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0296862313119199,20.218574676846828,16.32476216607964,0.0093165419678577,0.003327253096525,4.0,-0.0617829373860412,21.629957868783823,17.658360981254418,-0.091520274819271,-0.0916700338968554,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0220114173716001,20.45048733926096,16.61602444528614,0.02657136007635,0.0224493924830532,3.0,-0.0378983695429679,20.15916272953004,16.267768481533224,-0.0179184555774772,-0.0113459901328693,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0500956462090478,20.45713082300404,16.665848620495638,-0.0306358070937945,-0.0238441833177427,2.0,-0.0432616065729116,21.28148152071571,17.164744034127438,0.0002282786385085,-0.0207519337922168,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.03934568600783,20.705506641955505,16.770852593664646,-0.0173751175348997,-0.0095875904968117,0.0,-0.059674362413145,20.02359016044192,16.041410722457822,-0.0573263685152547,-0.0428154831302106,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.330570551256628e-05,20.040321423180096,16.321717552832283,0.2937599082570192,0.2984943468319448,1.0,-0.0001943266777737,20.54996288845012,16.55875683066286,0.3282054135471736,0.3342305116225906,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",3.2440094154928545e-05,20.069460106094336,16.313011615037304,0.2847357760253923,0.2864977394596567,0.0,-0.0017736308215285,20.436959389841487,16.538789681642633,0.324975061396765,0.3433285730449661,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004081354405263,20.277081755385165,16.491250007845135,-0.1534941570834925,-0.1515003781030946,4.0,-0.0134865968777631,19.673862220434668,15.786612987125851,-0.1957737566315574,-0.2183845896282588,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.634713248217401e-05,20.113015594755467,16.393392432048575,0.2871466499439877,0.2904035535228677,3.0,-0.0082531170622326,20.27093166862728,16.298727661886335,0.3007284227418653,0.2938839539006253,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006124860489815,20.19765376816432,16.397662709684788,-0.2733624140568068,-0.276238057876661,2.0,-0.0001366191731686,19.94660918996531,16.315567117070955,-0.3007599356393248,-0.3090766107108272,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3330865606735449,16.501806760143793,13.087044378050187,0.5818487821160506,0.5905492388217106,3.0,0.2633400621520959,17.061798490858607,13.415392405506024,0.527497536923498,0.5355464573949523,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2574399626931144,17.417733632193066,13.690234024714687,0.5125606674447482,0.5211443512460912,0.0,0.198941245242244,17.771521681485474,14.145383263419196,0.4619536044651615,0.4618194292575155,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0248988305671633,20.61681060026755,16.847563378890563,0.0238616349316339,0.0104016036798471,4.0,-0.0809462549943571,19.76009540715872,16.08043084949132,-0.0591871808855872,-0.0663728939035304,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2845620186229514,17.092709779650853,13.60292917697779,0.5549911687934126,0.5572573578240911,1.0,0.2879799656514745,16.74957793312779,13.283596137717918,0.5545294765773836,0.5508885256352326,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2592970213244894,17.159838397842964,13.676966548811809,0.5095234212412254,0.5031394323622933,2.0,0.2369407275258876,18.28553542816808,14.417214067875111,0.4872812167431074,0.5078488473738724,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0005328557715831,20.379575742818915,16.606985599154985,0.3356489654002711,0.3369479122382698,1.0,-0.0005386892249772,19.194119621081946,15.484102602358218,0.3640151874085783,0.3619739276935627,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000172567641677,20.071329860572728,16.358328536555824,0.3066625375065215,0.309385010856087,2.0,-0.0001097751875001,20.43417079375457,16.445053979693125,0.3315916656064945,0.3355943348316909,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",8.601061069624105e-05,20.171409233461027,16.435139604190933,0.3051497399391479,0.3106749157863289,3.0,-0.0004567951714595,20.026487916030707,16.11332777046863,0.3315524764803207,0.3402146817662432,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003832234060021,20.19378732343883,16.46471831961585,0.3140415928204315,0.3171067096295757,0.0,-0.0039660965033776,19.93405274287206,15.975831792384016,0.2790643209118997,0.2909286529772083,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3768952652555235,15.99085933378943,12.746633201148024,0.6240497811976343,0.6293809285166516,4.0,0.3118075010465364,16.32157291934149,13.040865081033589,0.5860391060321485,0.588047007619594,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0136105028718256,20.23708623658201,16.450615157100412,0.0605959224743864,0.0550010051149329,1.0,-0.0585420759377437,20.861991223839464,16.871827080809037,-0.0323917946751596,-0.0389787680894329,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0276878938519855,20.277133486532826,16.39679494548886,0.0271488818655302,0.0349073070784664,2.0,-0.026413003875026,20.92744246474461,17.212180984559865,0.0157027221685315,0.0238333822489972,2.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0214705500401564,20.30358054526416,16.496867924864308,0.027388770646081,0.016767017379472,3.0,-0.0205413186387903,20.55590497471788,16.50064142957146,0.0341592788898504,0.0277119009781767,3.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0366243117803213,20.77055265391052,16.87825670963081,-0.012828168955945,-0.0096273167474443,4.0,-0.0293529300559944,19.354377273664188,15.86517350153668,0.0229976055821139,0.0028319489208332,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0492897150077402,20.36121404594628,16.43804730765924,-0.0368939968510832,-0.0288272555603332,0.0,-0.0663141521400836,21.812228650700465,17.88628217595104,-0.0903226676344533,-0.0697267453668093,0.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.221526727308465e-05,20.032660938315832,16.246160787469623,-0.3069844200245637,-0.3144034751186936,4.0,-0.001422659862873,20.582884729603936,16.81055848549423,-0.2610107086613314,-0.2569579267056022,4.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.7033807389553743e-05,20.0311221428591,16.28701763868945,0.3100704457496864,0.3191871036201388,1.0,-0.0037668057880198,20.5980304820808,16.738394193296077,0.2815301987625493,0.2737109894679008,1.0
random,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.848725931752337e-05,20.00612679065621,16.264598770729986,0.3156505719361167,0.320462287501041,0.0,-0.0022791584658243,20.68633452276364,16.729199878080394,0.2844483839089607,0.2881955101815018,0.0
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random,immune_modulation_TLR8,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0665140819316172,24.402276237795032,18.354218393301032,0.0248221425118479,0.0106656327421268,3.0,-0.2134612801565221,22.54885924124388,18.050071475380346,-0.0365644910138549,-0.0915855126381442,3.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.045611072529311,24.01034227393834,18.61002085698115,-0.0390432276600335,0.0155656727391479,4.0,-0.0044772173884259,20.62615735512726,16.135251219900027,0.1804285877185576,0.0827359792269627,4.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0763923117534954,24.559915120611112,18.221216491104723,-0.1893513608180607,-0.0233115610218953,3.0,-0.1709923449643593,22.092730126731382,17.70079775760048,0.2126007644348024,0.3233926133432531,3.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0654876847430085,24.031678630313685,18.27528344587846,-0.0734944810185864,0.0861702542133505,2.0,-0.0406183717615242,22.63458833766689,17.33033935145328,-0.2414581381147484,-0.3286636830405241,2.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0584065670409408,23.79734893389241,18.36641234459815,-0.1104323590980408,-0.0662865284623552,1.0,-0.1313518999984053,24.177684082519374,16.966261078683953,0.0672640679918753,0.0321803870239352,1.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0562787770534733,23.41359012857134,17.611040280825133,-0.1235596401072919,0.0570582168262946,0.0,-0.0748277534481307,25.102548897332632,20.022306510523748,-0.0282936784299346,-0.0855907655311127,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0127511663261519,23.104345290008325,17.954686324875077,0.0417577394442013,0.0281558015688025,2.0,-0.0670835722945206,24.23998990485929,19.84232860364412,-0.2423745027466892,-0.2570303096618886,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0051660779013789,23.62071789093459,18.28569028383725,0.1092276817243625,0.0798822376492013,1.0,-0.0808131824577229,21.089126477236874,17.66039340772127,-0.0333657748184166,-0.0607287449392712,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0277482348497273,24.159301044736992,19.084553257335312,-0.0562460404155555,-0.0047594443426783,4.0,-0.0697618042284591,19.61198089884011,16.015574011551706,0.0341972913036652,-0.0156472261735419,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0499780638722806,23.959899628736725,18.696067510827792,-0.1429619742455317,-0.1128056594227754,3.0,-0.0590178538934662,22.42713717241457,19.25984500684236,-0.1625909973333145,-0.1316336579494474,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0341026869600344,24.16781438477829,18.706300551179165,-0.0051100560332877,0.0292302498256584,0.0,0.0378470713041068,19.3219243182952,15.797241560283464,0.2148937567291323,0.294014662435715,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.335294914554645e-05,22.22911455519929,17.88578749619521,0.0645488032122917,0.0719711988053553,3.0,-0.0013260555623908,26.24314258254665,21.125721246819744,0.2527430825464393,0.2041710150422872,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0209173788707504,23.567165631352907,18.464425229159268,0.2932747888474044,0.3045748959085697,0.0,-0.0286176562035507,22.35558125630862,16.78953515705309,0.1256372179910042,0.0653617926398823,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.009710849992399,23.11191391914984,17.718781472738687,0.0243088517264596,0.0090638535775069,1.0,-0.0277219068095402,23.65985508283344,20.080143854241623,-0.0903135214768859,-0.0634695475019772,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0346500001667999,21.885889979111703,16.993220934186663,0.1792267192247386,0.1252446409205619,4.0,-0.0404972427585261,29.069727878159973,22.58081683108681,0.1284063700173561,-0.0318245515801067,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0015471284352506,24.087171305530795,19.529804089038404,0.1493279506339507,0.1466376742581154,2.0,-4.007353134061198e-05,18.507843308205107,14.056987674110813,0.2693998605079111,0.1204924776837116,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1347003842942564,21.24648274542812,15.241335681073076,0.4642670560174426,0.4686257565508292,4.0,-0.0298070320741934,24.363448160602392,18.472819842288366,0.2493145906052102,0.3025495130758289,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0354644008581002,23.52282388242793,19.069626103190632,-0.094657683064567,-0.0980754397393397,3.0,-0.0340590039243351,23.052957396192355,16.885474102622585,-0.1264362313472449,-0.057446110077689,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0317644414052473,22.86713435480512,18.06879849124265,-0.0672602875805246,-0.086686945371564,1.0,-0.0013875613157765,24.955961147667573,18.699170391685083,0.3706029143161107,0.1837181310865521,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0434482054480529,23.042841050078,18.55878037291688,-0.0902520198631513,-0.1446351018226505,0.0,-0.0264276285619859,25.38495518780013,19.646621908890573,-0.0974856188675975,-0.0176168070904913,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0096016731203585,23.760949973445666,18.73464316430029,0.1178528436373922,0.0796900195259889,2.0,-0.0350045807961787,19.71481011292928,16.530416625173462,-0.0816514190116319,-0.0093007987744829,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001936178199704,22.43413149482684,18.069032945509083,0.1653724342329365,0.1416867992584023,0.0,-0.0448578610962544,25.68546912927228,19.53601066990901,-0.0603110351820985,-0.0642372514242549,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-3.237931044841602e-05,21.891314182735112,17.50237402482466,0.1391308585182813,0.1060685218225608,2.0,-0.0496753911585423,27.5226564028763,21.8100365729081,0.1670711446680927,0.1810920231972863,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0050124205115038,23.71618648187345,18.77456538212764,0.2905006822145057,0.2786680820256585,1.0,-0.0301906348925136,20.33355593550432,17.22928153991699,0.0630281775111475,0.0454246959691603,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0171367934367034,23.56257090036621,18.015101304487747,0.2995933622888774,0.2752587282885412,3.0,-0.0075408434193977,21.935290003913483,18.78234799836812,0.1246464164632614,0.1606654301376921,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004716800121549,23.44076236852701,18.888184649975265,0.2967180033091362,0.2744293333019974,4.0,-0.0005067034918651,21.568867305615207,16.88629423041093,0.0356341323553677,0.0590938939848342,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0152899322556525,23.41992217361723,18.11529548843185,0.0489929140745817,0.0918309007630814,4.0,0.0023942791749856,22.359463415404303,18.28082629956697,0.145331364434283,0.0550388445125287,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0132143912339087,22.2783927516556,17.233179311380756,0.1336305693478919,0.1696381045010865,1.0,-0.0797328878393068,26.329686386339503,21.41970144974558,-0.2348845931030124,-0.0902724586935113,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0486532980120499,24.412819685436222,19.253227660934648,-0.1384517884712263,-0.101224854583977,3.0,-0.2551780179731222,20.25553261605456,17.399895296598736,-0.2356266532655739,-0.2535288324762009,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0731318477038351,23.9243797432559,18.18078384201248,-0.0121305704610774,0.0208712566783702,0.0,-0.0306528442362086,23.298570308851644,18.03021739357396,0.061342223679353,0.0390633548528285,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.021970928942363,22.34487771939836,17.78053702020026,-0.0452027366072448,-0.0637572728686055,2.0,-0.048503788898115,26.91087501483205,21.06029791581004,0.094122253575423,0.0408140934456724,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0037520881175261,22.801690171365863,17.860995945125428,0.0982390446340545,0.0601148001694356,3.0,-0.0157620460533114,24.467707248946542,20.0434916646857,0.047236039660234,-0.0365786987347256,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.003046600365357,22.974396277027083,17.99447478851715,0.3347640998908187,0.3530149629535601,1.0,-0.0008119285714558,23.628929985993665,19.970512309827303,0.2486008638729917,0.2431604304338918,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002790958323732,23.392277263197823,18.49484841284814,0.2017891603038332,0.2123744268825954,4.0,-0.0071654874851909,21.805076564257227,18.34185619555021,-0.1111018888191274,-0.1868125880164357,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0012915342661847,23.09641054160861,18.0298171303489,0.142092762009274,0.1386148886959456,2.0,-0.0293246559533182,23.22437726277485,19.585224215858865,0.1425097582838753,0.0351981640933063,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0049923154640445,23.20556700633133,18.311671788599583,0.2321565101287849,0.2109393340098914,0.0,-0.1714962705903555,22.565098606230663,20.07470872979416,0.3598770953025641,0.3846322449051311,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0321646741417334,24.306323721263208,19.116513266625343,-0.0361371753018981,-0.0407928902411813,0.0,0.0352089146381379,18.27831606435243,15.276827364469826,0.2908936226486664,0.2351460772513404,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0101111491681831,23.90173446376741,18.819023332471968,0.1233069757602622,0.1135760808760915,2.0,-0.0158959630504489,20.08390473372868,15.297704347309317,0.0423265349880549,0.1635846372688478,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0443083886418556,23.20399223746313,17.894330194646663,-0.0266147914841007,-0.0296508776729692,1.0,-0.1069680159931272,25.68545814604486,19.819942775525547,-0.2027196734163448,-0.1874384505963453,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0169451220731887,23.742469897178893,19.2158556177709,0.1545997230334713,0.1311469753989428,4.0,-0.0409934165079832,19.53984180733833,14.142173686780426,-0.0663156920859088,-0.0066746908852172,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0747975323706717,22.549684305525275,17.226006972077606,-0.0469957510671581,-0.0367908773608418,3.0,-0.1943300636756526,29.768254630968983,22.49694056059185,-0.1563018848166767,-0.2736623262939052,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0069583230927279,23.47168697930286,18.70205566307167,0.2073447513955751,0.2184278641627907,1.0,-0.0081700469364518,21.84831344631405,16.44644176282381,0.3538576507530132,0.2186354437807716,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0015254901912471,23.123933711716,18.144638631250952,0.2265467914448946,0.1909315621311091,2.0,-0.0174821769765547,23.077360552512552,19.217821566933075,0.2720497887214859,0.2544459678606989,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0042551380783517,22.64055270851925,18.060876954314,0.149208421734257,0.1795086881383264,0.0,-0.0053453700144143,24.835432675261124,19.979399036608243,-0.1290476828277137,-0.2456217295296284,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002561188823482,22.34496314900908,17.868982317045138,0.2621135812871271,0.2676092551366491,4.0,-0.1254170817528328,26.23166401642636,19.7704940314042,-0.0325599269361899,0.0226501805449173,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000222756609979,22.97858494718873,18.19040248226809,0.2795782135496379,0.2471318848531523,3.0,-0.0877488494989349,23.752665583073032,18.78222687570672,0.0467719818769956,0.1430212837945287,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0205551986979499,22.9571993972664,18.156516145978653,0.0073230228164265,-0.0100117630823353,2.0,-0.0391616988422462,24.84669096900069,19.87680539984452,-0.1200965057225041,-0.2620636831163146,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0242116909626184,22.117154428075345,17.313608298363626,0.0621266120139243,0.0701744009820041,3.0,-0.2310711280483424,29.4398183891596,21.22384168524491,-0.0937836866117493,-0.0300908195645037,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0024979698653018,23.51280589969836,18.152294441322223,0.1076584812742408,0.1288221803104826,4.0,0.0470833935082873,20.520212401538696,17.244471206665036,0.2774964056335425,0.2318634423897582,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0513787744100449,23.99017112827192,18.676624888630656,-0.1066655164315273,-0.1017259351930612,0.0,-0.0911001954732808,22.331270607373902,18.143893557096785,-0.288968605532625,-0.2933581354633986,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0011144967619045,23.862372434464632,18.946124998811005,0.1071752894309152,0.0675490073668036,1.0,-0.1192209271601598,20.175972356262736,16.626234829551294,-0.2712300348841957,-0.2314257577415472,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0015875233311342,21.98110639388972,17.165667205414216,0.2505306912669459,0.2056304951434409,2.0,-0.0423292035923645,27.365566298764755,22.80441902562192,0.2516115410347855,0.2680176548638164,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0013106883692453,22.939692884000728,18.24040399526621,0.3054606701007054,0.281967533800979,0.0,-0.0326895208957276,23.86611351680703,18.67547103881836,-0.1310149207713379,-0.1116340182155626,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0009378180219099,22.024672813761725,17.911128277468993,0.0651924698777095,0.0641272409047927,4.0,-0.0177762060892923,27.069032780390508,20.22815639295077,0.2459590791191847,0.2374829033366524,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0384020669866502,22.208665626677423,17.375121423300207,0.2683900518933705,0.2716370431763115,1.0,-0.0433537721424586,28.233800899476563,21.010227368003445,0.2541144598973216,0.2556829209632831,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0270439908799582,23.34751854112228,17.86941178953493,0.1376986316628077,0.1702021339572772,3.0,-0.1892916083163651,24.64020515123524,18.98131864045796,-0.0567894689700304,-0.0444324085464405,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0479850069892768,24.67018529352829,19.41382045993557,-0.1134625194357852,-0.1124443162993704,1.0,-0.0915781639927999,19.110860375907635,15.104540850990697,-0.2262313543576409,-0.2064777327935222,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0866105115401421,24.22313183312237,18.296846783130203,0.0950279516328046,0.0739939377510535,0.0,-0.0449845741236465,22.80544617812741,17.33746178877981,0.0533134138554026,0.050661998030419,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0208077790102725,24.007277754569184,18.65963422304624,0.0269278772065789,0.0591029171130644,4.0,0.0102182996635366,19.951120654825377,15.873413419221576,0.2150173790618583,0.2500273552905132,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.087993999897143,24.935666991758584,18.53020992229511,0.1217458957531713,0.1120596959508957,2.0,-0.0278676075282664,18.966011183483264,16.181427648443925,-0.0100012750372733,-0.0707954918481234,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-3.454874487807125e-05,23.06451846149141,18.401694517259475,0.0621397395221191,0.0245069490023239,3.0,-0.0566609315866211,23.719292474997104,18.590660520854755,-0.1337945252498368,-0.1554874712769449,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0056408914350614,24.051934681879693,19.23662304370434,0.0760917557046066,0.0674001862091919,4.0,-0.1102061479707212,18.61998335704401,15.683595042981604,0.1192875154344408,0.1521536973360169,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0038672485399087,23.46184977313358,18.53853220357523,0.2127405843451024,0.1648090767980332,1.0,-0.0031199638513894,21.5469681607121,17.95166523582057,0.122964158712396,0.2169940365451802,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0406606270600256,22.740981830080813,17.236096610527536,-0.0009097545441884,-0.0265356223596856,2.0,-0.1937055242567005,27.668369388608745,21.541565909134714,0.2042631906605831,0.1627894444623721,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.4259861495522514e-05,21.128226199651216,17.14618103027344,0.2419971186790681,0.2274015453098538,3.0,-0.1191489302113315,30.059892610599142,22.65836905228464,0.037953278827437,0.092898566582777,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0006633273626881,22.59029311448628,18.111706710419096,0.2741704367083814,0.249549431162968,0.0,-0.0011938371754436,24.99275426421928,19.925892767655217,0.1879015336810345,0.1754213186253504,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.157394090204358,25.43660678694965,19.27016806763488,-0.1292534905910959,-0.1202135428350237,1.0,0.0087519525379445,19.581422427869256,14.640857515837018,0.112998602580863,0.3541963015647226,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0307222385945689,23.018480464447897,17.968865293032167,-0.055867617552919,-0.0804408202294766,0.0,0.0030082594527724,24.608509919616303,21.10236128556101,0.0856191319211886,0.0154283838494364,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0050064784470005,23.783789172033487,18.78448094751928,0.0872517406241451,0.1167240445982448,3.0,-0.1768417972806164,19.621131156535284,16.479158766897104,0.1241893421547843,0.1373235583761899,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0121262752232067,23.85411413059525,18.834081887579583,0.0096381548841761,-0.0440491289405277,2.0,-0.0375260763161224,20.510754059336342,17.707422931068823,-0.0843898368149399,-0.050661998030419,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0185584173531612,23.442126217374973,18.431159282535702,-0.0014709439370174,-0.019187280109817,4.0,-0.0651005061826894,22.745254493463083,18.96483691165321,-0.1395581042446555,-0.124193018929861,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0016794056186848,22.2749891019827,17.879938095885436,0.2069552918585049,0.2291710156459727,0.0,-0.000309061154601,26.14062548475387,20.71326302377801,0.2676296681842499,0.3054020146099853,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0144828254113815,23.983490072256068,18.93568562297078,0.0920108690993898,0.0773008487774175,2.0,-0.0297630160156738,19.32226820835,15.745902770193,0.1173141745388124,0.0737049894099768,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0034259285926057,23.19905078551892,18.42396162949599,0.2194364409582369,0.2471836550987095,1.0,-0.0023930970698216,22.765241361499683,18.09739673413728,0.310143819446093,0.2605317868475763,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002562221208739,22.87425779633848,18.07328933121322,0.2321851906513639,0.238681880219389,3.0,-0.0623538713100824,24.10349748032218,19.39363682797081,0.158946094301332,0.1063631888663213,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000159974640622,23.24330232145403,18.532380451351017,0.1748397229610246,0.1649967511719706,4.0,-0.0102645890229722,22.394055055979265,19.000588202225533,0.0836320999036229,0.0793433663221534,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0235277985874695,23.192837516910245,18.206337032565827,0.022107285893019,-0.0104931294399205,1.0,-0.0698506163236716,24.453307419602016,18.88244828475149,-0.084046810783513,-0.1268191268191268,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0735156938738732,23.21978524142314,17.960498667134868,-0.0664225274879516,-0.0742684217098872,0.0,-0.1472759630850624,27.30654406389842,20.531319471660414,-0.257443795505271,-0.3197461294932006,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0209718497846194,22.6610565122022,17.711386190637363,0.032620386315788,0.0263009602668046,3.0,-0.0003307823350691,25.31385821242787,20.0247954037315,0.0440426187212565,0.0618229565597986,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0351921185144497,23.72188759485587,18.467105283861034,-0.0417684901556443,-0.0549316681002549,2.0,-0.1168356346276873,22.86494167815196,17.5836760832134,0.126844423426368,0.1471714629609366,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0159341698750343,22.59800647391912,18.1503633613091,0.1407444047940727,0.1273157560542306,4.0,-0.0507563110927251,24.84778840806883,19.03303623801784,-0.1273841711230035,-0.0622606412080096,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001302310649273,23.02499650347604,18.191171556943424,0.2499973374402093,0.2624729331563847,2.0,-0.0127480956645777,23.345184423187064,19.5127604675293,0.2300471674374785,0.182962193193919,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001897730515754,23.625342821161222,18.75812577681108,0.2547097015071125,0.2525345788684178,0.0,-0.0533573857028921,20.882808277837764,16.825382875141344,-0.0940567670295826,0.0014225529375125,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002251397846482,23.58137859768142,19.09647869258732,0.3341905479843409,0.3343946507112705,3.0,-0.0349193738882733,20.93144110372621,16.95202105471963,0.1317065699618694,0.0107238606058636,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0135905965553713,23.29444996054759,18.056154470072165,0.2291755495523119,0.1931081280308781,4.0,-0.0391004227719449,23.211864178959285,18.544673132645457,0.1452219368671398,0.1926339479984124,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002704038828529,23.04552598429096,18.418318410105524,0.2908319369404309,0.291180635923687,1.0,-0.029822036420527,23.333418543546188,18.29925332320364,0.148975899932273,0.0907151065536835,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0817200336647825,23.319191523775423,17.95754029112977,0.059723278744089,-0.0095106898741588,4.0,-0.151785206977228,27.1729981494468,20.12939894826789,0.1132800803130608,0.0119269066637487,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0665198551671581,23.877108518062,18.02711881761428,0.0872920366321653,0.0712882218031992,2.0,-0.0195372413747463,22.761581087447176,18.344893630178355,0.0507522561125688,-0.0208994419520735,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0897703063540746,24.62971949281705,18.577042045097848,-0.0594283966921084,-0.0853054173476982,1.0,-0.1368731466828985,22.21305602715641,18.294839397229644,-0.2805654923715759,-0.1933471933471933,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0821315997227722,23.89221339518997,18.4732510227352,0.0202269040103118,-0.0087253884818894,0.0,-0.0966001802034366,24.538960989327403,16.32150326779014,0.1572905074370065,0.2077907867381551,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0575549587256409,24.17650031196369,18.60613621897512,0.1073058401509299,0.083711676574674,3.0,-0.1112040754393273,22.260933553833983,16.913365068937605,-0.1284170079940756,-0.0353430353430353,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0567028139251839,24.040685694769987,18.44213163598792,0.3278821521768039,0.355046673790257,0.0,-0.0525752451978454,22.334387899024115,16.653935322008635,0.5130851683052422,0.5466699161336559,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0667297416084709,23.52573940195163,18.112468162635704,0.0140081489442593,0.0088050679942202,4.0,-0.0423740220096779,24.74503182051312,17.989986504002623,-0.0206001814839384,0.0747781851299604,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0491819679338285,24.195873269093788,18.652810358815376,0.0031775454017014,0.0159881340072929,3.0,-0.0626051082790963,21.36003539544201,15.800190803126284,-0.2532570680975269,-0.1905885026132837,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0585172468213011,22.653858755211164,17.417824629746473,0.0928249126734697,0.1016933356126401,2.0,-0.0196171947295313,27.16911623478026,20.80964071173417,0.4827438354990832,0.5608014083995265,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0427971036582313,24.15061303013796,18.342999523212384,-0.0276471947822312,-0.0729000008747247,1.0,-0.1353141908685582,21.79673996479482,17.055752728110864,-0.2361001610413429,-0.1544372161192844,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1130022569786668,23.940837774975112,17.78047266179865,-0.0910169191376407,-0.0737886376275642,2.0,-0.1986275432438045,26.626962238549577,21.58095575031481,-0.1315710677829762,-0.1642411642411642,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0821987989419146,24.25810625115069,18.25250161505365,0.0170593525964126,0.0141567710010639,3.0,-0.1055355978187331,23.10990309071809,18.494875532451427,-0.2119505976008021,-0.1705875916402232,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0634006316633166,23.99022393892773,18.050486737536147,0.0556426272593971,0.1239083005304916,0.0,-0.1428635848200592,23.796119559477457,18.77333555924265,-0.107929600601898,-0.1211292263923842,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0856687757028,23.75714542509856,17.927409707601967,-0.081039829730891,-0.0287817888936585,4.0,-0.1017310953383126,25.263166833763705,19.24358358684339,0.048129065024256,-0.0110515373673268,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.048089894756961,23.448876899371307,17.86219659384195,0.128306700524544,0.0834504575030531,1.0,-0.064063358703867,24.22780110881017,19.199023794876904,-0.0926287332246766,-0.13053944632892,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0557560268459869,23.17653070770286,17.60926941215218,0.1142240304546293,0.1285583082585003,3.0,-0.0453730587517522,25.63876471200005,20.029227604113125,0.0027818199305979,0.0384131332125184,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0528253167139203,22.82342511943192,17.21898653897372,0.2591349217512069,0.2455340348318183,4.0,-0.1931351226072952,27.963483052886364,21.63528467278731,0.1691156325987878,0.2035456348366511,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.048527173495694,22.64977726629736,17.60607500447855,0.2321682540728638,0.1929207148851659,0.0,-0.0473472638430756,27.21607709482748,20.04476994163112,0.0985267374606392,0.1525664915612689,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0501882882722273,24.195170089493125,18.56957905459714,0.4165680657309789,0.4053464347208997,1.0,-0.0011484271136257,20.37618917879655,16.188903190211246,0.4459916775347438,0.4074885655412242,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0416138519452675,24.26096620810656,18.73283629380263,0.2594007028129099,0.2601952429381427,2.0,-0.0204855458798558,20.1399641320479,15.51945981075889,0.2028641125446101,0.1027101273020239,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0883996045121222,24.803324999213025,19.40118263839128,0.0299042757901987,-0.0135094617983582,0.0,-0.0298289215557958,19.28255884870855,14.602782733314912,-0.0290725255978177,-0.0883028777765619,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.1275794268599066,23.06340539243131,17.342936241843486,-0.2212830923122439,-0.1948400155091312,1.0,-0.5021616765520776,31.25630592069604,24.11037423786364,-0.2035031276581065,-0.1073421599737389,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0903852930734381,22.22722445564895,16.957915421523055,-0.031911848016794,-0.0019336814617179,4.0,-0.1407029524798664,30.624439300541013,23.06171809547826,0.2063750605471335,0.1497975708502024,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0730262079561687,23.487260431757903,17.72120094497482,0.054342214460646,0.099452179248889,3.0,-0.0815149307332581,25.431863973636723,18.60348125658537,0.2516271956408007,0.2771638034795929,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.1060750397351519,23.943779176239065,17.82018390804142,-0.0944348346436383,-0.0700807562553108,2.0,-0.2234862491739437,26.522138436663184,20.22151412963868,-0.0186425419110825,0.1108436371594266,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0360937827074507,24.062558729897603,18.61208486185445,0.247655695300116,0.2713544669856876,0.0,-0.0180034180176436,20.76529690989589,16.04708789624666,0.3721065778640445,0.3820422538984664,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0595643215044914,23.62788980299897,17.95427919957545,0.1986811263828216,0.2111930965336403,3.0,-0.0315096939190902,23.90076254448452,18.63104379754317,0.3109787438461514,0.3728239061413927,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0583360610255925,22.570091972026045,17.191456062019647,-0.0034613066552977,-0.0187027996568241,1.0,-0.0887840429677975,28.267747922353248,21.722537637007868,-0.064556778364043,0.0049277281231354,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0630136099250477,22.94558873317091,17.608637296998655,0.2942444748924823,0.2593911588759429,2.0,-0.0290690724296431,26.501145275882006,20.031794052124024,0.4031777896228521,0.4396083391789501,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0431174512108865,22.7438099603457,17.777269088943285,0.2956740992617127,0.3098142337131487,4.0,-0.0584749319966355,26.80431137596737,19.35620791786595,0.2338188956003068,0.0749219968587704,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0824080903129338,23.66305097077554,17.826099198576692,0.0177394817115304,0.0279438920688287,4.0,-0.1377880432382636,25.938651593212327,20.20342270299008,-0.0665324851421816,-0.1171900645584856,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1111078941377203,23.44381963985062,17.34174446403206,-0.0159987452524409,-0.0077593628220987,1.0,-0.1950291670302311,28.42279939404001,22.54399675068103,-0.1113592134646959,-0.0784549731918153,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0475406365635489,22.549415400075024,17.40723455652014,0.130337295750852,0.0608164499149804,2.0,-0.098632457665635,28.189551381492425,20.375602734214382,-0.1124190817302924,-0.0841448736185578,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0685798482473674,22.70519954858876,17.253556595839466,0.0178913830807065,0.0118682174427021,3.0,-0.259951336303188,29.308016741991143,22.14686910127338,0.0269008501611147,0.0736404420614946,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0934172918780211,24.07806000667611,18.630491553963004,-0.1160931145140711,-0.134365396795294,0.0,-0.0747111450304247,24.030686152182625,18.80972493623433,-0.1436949542012073,-0.050661998030419,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0576082391191705,24.16627743014428,18.43174294508897,0.3560867541917113,0.3096700645871382,2.0,-0.017215531659207,21.30624873894257,16.697624652260227,-0.1461299014244339,-0.0196014058953298,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0555997389364004,23.84831387901898,18.47483527740875,0.2844037021225676,0.268699936207083,3.0,-0.0174147001979612,21.450396447092743,16.664835365696955,-0.1445951520342185,-0.2752092798341545,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0556551116983667,25.177998953424847,19.25987217395337,0.3313641909376136,0.3319249768627104,4.0,-0.0137172228247619,15.74565951920995,13.34528759605006,0.2024890502785906,0.1765446352962723,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0495083116234229,23.301218956405688,17.560440487551997,0.241256875347192,0.2317443942328137,0.0,-0.2229004135750174,26.25848432012729,20.24624267176577,0.1589207091969783,0.1808830773621699,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.062412054702829,22.91552739092584,17.420878565404323,0.0985626481070395,0.0550762664509723,1.0,-0.0215762530219185,26.458783492601537,20.79269053810521,0.2647894952828635,0.299146250804133,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1131218230442432,24.99131835682288,18.775650890399884,-0.1004743803699604,-0.0548100492210161,1.0,0.0755743867521453,18.871912165210585,15.43210953160336,0.3333995966621221,0.2156691104059525,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0507139630682744,23.87354251581956,18.08190548983487,0.0936943620286585,0.0554376326633286,0.0,-0.0518240308760429,22.758145328846947,17.84741419340435,0.1444631220212332,0.1633657949447423,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0931396568787217,24.5088814478248,19.05412113437405,-0.065656770621178,-0.1059089001101488,3.0,-0.0979456702349927,21.45550099728004,17.311329984162988,-0.1301166044567421,-0.0090819564503775,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0222595668970579,21.99311418774882,16.782369215333617,0.1759011891540926,0.1464486117192569,2.0,-0.1169323938093906,29.230170722447248,22.458695803190533,-0.1266764866361486,-0.1985994091257249,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0692458251153942,23.722909488308,18.375752376209604,0.0187283363041916,0.0359020149190711,4.0,-0.0511499880644696,24.21164451817849,17.76061796489515,0.0686318663763556,0.021118284276179,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0449527319573801,23.70197107368646,17.960258797979975,0.2280546435554351,0.2141968044694898,4.0,-0.1512135408552537,24.00350121502011,18.60681671142578,0.0060459539088673,0.0176235577489918,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0724371779912447,22.931344930849487,17.74071137366357,0.0129309454363061,0.020638460575895,2.0,-0.1024165895006077,27.75152436880261,19.5381539676064,-0.1473214864919693,-0.2130807857461652,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0468260466453183,24.24458139979872,18.353752297735834,0.1750819662921654,0.1721831313291988,1.0,-0.122300524401228,21.504073183444948,17.012131223176656,-0.0408012466685924,-0.1309393671110435,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0372609079501047,23.49360320560235,18.072334185513583,0.1821334201075831,0.168658072555019,0.0,-0.0300449237691871,23.454633352671785,18.20579234876131,-0.1155373111415263,-0.1231768421178667,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0412246058759979,23.388007867105063,18.052034545502107,0.2652254118037437,0.23848717924949,3.0,-0.0444983134783203,24.21996460355468,18.255008733649003,-0.2407556588869384,-0.2754580581836746,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0834354751517369,23.640019176522017,17.772185778927494,0.0116390292066686,-0.0080255041815614,3.0,-0.053547441138368,25.1442186993646,20.07340773331492,0.1225827359764544,0.1272568114673377,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1333529461318938,24.04831450877565,18.38137631403936,-0.1557636171704058,-0.104006262686205,1.0,-0.1313080758894176,26.39187960889216,19.196785720022103,0.1604716664669011,0.1438888280993544,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1028917013938,23.955899755910465,18.07070613018878,-0.0550057609731586,-0.0825732235446764,0.0,0.0554871431752237,23.38932737581729,18.65727667557566,0.345078407966083,0.2946711894080315,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1021510813319062,24.220965846926443,17.733374880505846,0.0176453945968327,0.0394473979931005,4.0,-0.2205912436250359,25.49843951952593,21.01096156070107,-0.3393240191976051,-0.3537779728444618,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0882791927789479,24.4656323685042,18.79853323403891,0.0068658059224724,-0.0330845176517207,2.0,-0.0129052081110156,21.022392460476688,16.578454196327613,0.0253831654107462,0.1016522595469963,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0530601274535371,23.827326627925466,18.357409033837257,0.2342684511490431,0.2325347564926437,1.0,-0.0895777563915229,23.440916270460388,16.997296660573856,-0.0726815107987993,-0.113841615272991,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0428458720690019,23.42945545082592,18.0334172335538,0.3591640080914461,0.331031646502977,3.0,-0.0014867288356372,23.375553426504748,18.421634975232585,0.2994938088799459,0.359735113990151,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.051471670310035,23.84022905122269,18.054336555778203,0.3615485238929659,0.3492404090071068,4.0,-0.0100344285816103,22.30737161933631,18.248111905549703,0.2078005235094367,0.1960698688850762,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0408493477904099,23.034745475796047,17.800646303845692,0.1525850926341244,0.137348062823965,2.0,-0.0132873736102909,25.115421166295377,19.3228725794742,0.1411076925344525,0.1086908990298222,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0856957878776341,23.22091413187309,17.357905369548053,0.2191583726584887,0.2446030418784158,0.0,-0.0901631046530411,27.16008782089082,21.158470760144684,-0.0396539846767989,-0.0251792684777038,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.06703732448077,23.475567391325068,17.356850043953237,0.0744711160167307,0.0333293082530766,0.0,-0.1441749422834299,26.132370397789565,21.27516181544254,-0.2402883620990522,-0.1815297078454973,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0622530341203633,24.9794715266513,19.06917140415737,0.0801930154498234,0.0493129844986617,4.0,-0.10564827163305,17.252684206915173,14.725100081594364,-0.1781738317669973,-0.282197176934019,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0598837834831298,23.746890592892413,18.190288643775048,0.017996643208025,-0.0114279424364569,3.0,-0.0513513446923459,23.635198324687483,18.228931780363386,0.1667435931763649,0.1099682678630047,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1311867658199212,23.26065823533863,17.965942489822186,-0.0836237959425406,-0.1040375630049179,1.0,-0.0393687603166892,27.962470965947947,20.25705161646793,0.1017807465990189,0.1344786081628186,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0835448940960106,23.87550812922701,18.096084579864108,-0.0205163051878041,-0.0444763165094539,2.0,-0.1184740175004246,24.851894678774183,18.456699885318155,0.0502286357983145,0.1185031185031185,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0555589051848754,23.019297124495417,17.541601797326823,0.1280250223702412,0.0753655819568119,3.0,-0.1077633819275734,26.807007996601783,20.303477285284742,0.3290603501135352,0.285198203448385,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0439376797842774,22.19823089607403,17.22040944087041,0.0730855247966618,0.0608884527046519,4.0,-0.0460962921941432,28.49459324457649,21.619276267603823,-0.2626635455943332,-0.2106762099457292,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0430420475420874,22.41420562304735,17.23975019182478,0.3022248257877066,0.2748401003837105,1.0,-0.0419276151500989,27.727973551165,21.545251814189708,0.2902987210947201,0.2795905099360738,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0439564150132696,24.34385940727539,18.291078551651594,0.2366583239792029,0.1949674148626261,0.0,-0.0019198275171299,19.41932533754894,17.34390620181435,0.1802609828580782,0.1940217214926718,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.04923686773953,23.136246008724893,17.929288503473458,0.1633841407461931,0.1663302345734421,2.0,-0.0486508686188891,25.56022305910063,18.73234386644865,0.0818637820536382,0.0620621749747323,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0342005767206383,24.035810947369228,18.36024677821568,0.1107032939463019,0.1385709673895564,1.0,-0.0375169044855214,21.02448864190486,17.161879621806907,0.0527681558400551,0.0184921763869132,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1022395927794344,23.87562182349832,18.184105160205394,-0.041564231715891,-0.0047134473717131,0.0,-0.088753838521802,25.428072267137,18.345766633686264,-0.132287182547057,-0.0657621183936973,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0507792610734669,23.744534480032733,18.22247881406313,0.1051064008573288,0.1038994750154165,2.0,-0.0394875587328378,23.15755569473265,17.041465646844163,0.2167851457138905,0.2688477951635846,2.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1409066272847996,24.86411327990695,18.669265731217024,-0.2044144872959623,-0.1742383356873022,3.0,-0.0662072899665227,22.9172825266402,17.69674728795102,0.2284731240203713,0.3097713097713098,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.094062689497989,25.2657867537297,19.65480950888101,-0.0040833907211244,-0.0504711389890992,4.0,-0.038250383209506,15.90431173714446,13.2156007786801,0.0682083878074161,0.1336032388663967,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.057413502497581,23.211102379363773,17.55779633658273,0.3358531315828077,0.3754080612549584,0.0,-0.0490149612179866,25.62352312161393,20.237125404759457,0.5938864540486921,0.6034143138542349,0.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0505065755645417,23.352860451973577,17.681140220939344,0.0849297045734207,0.1313362410186548,3.0,-0.0805561392119056,25.12985476363832,19.73794472945364,-0.1893595574730011,-0.2220519476225387,3.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0403644378641452,22.40993516808585,17.306137406980838,0.0230666362126404,0.0080775271782057,1.0,-0.2326450140396618,28.9704113381946,21.258669554057875,0.001206134016631,0.0105078814772033,1.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0504269323471198,23.91235288042782,18.29022884319355,0.0664818584121128,0.0989172055092856,4.0,-0.0313654027523504,22.32440318932382,17.27644615574887,0.1630329269202081,0.2236086112277026,4.0
random,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.058150095549845,24.048792050430123,18.256226830420555,0.1586635652357171,0.1736892046378539,2.0,-0.007073819564054,21.61613692595425,17.419141656975995,0.1554281246094321,0.0625957543691206,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0224120559826901,21.569624456587725,16.94219195378291,0.014757614099777,-0.0657943483036179,0.0,-0.0919632536568202,29.685787988131125,23.31827307851691,0.1613371328090023,0.1550497866287339,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0009326767964468,24.03008990603612,19.345445600237163,0.0587501154268086,0.0181177753974392,3.0,-0.0330502431368078,18.67681791972999,14.60840610704924,0.094354932878898,0.1322901849217638,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0152138752071505,22.723657468582623,17.885577523367747,0.1572683182725669,0.1380174277623748,4.0,-0.0100951361628824,23.803971036499338,19.62067685177452,0.002930402328331,0.0651055914213808,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0137587938864347,22.74223940196425,18.554418698595715,0.0168661066247332,0.0200038115015614,1.0,0.0137958922323312,24.52503485942336,18.687644030922343,0.1511230588936535,0.0471605208447313,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0481580165745425,24.402043975439728,19.522414585460314,-0.1217148709138533,-0.1243995242196315,2.0,0.0103047505934116,19.48060573586671,15.607777661775287,0.1085427222659422,0.0611664295874822,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0009078273832368,23.17506086224825,18.385231773079216,0.2020138792327587,0.1912238995798285,0.0,-0.001268424035977,22.73205548305302,18.751071423982324,0.0614245481438216,0.0180564676064771,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0091967882983667,22.68933048465986,18.14919075210373,0.1847622826641951,0.1805835537687986,4.0,-0.0201584955355891,25.188168395342487,18.39845219662315,0.4417852386795332,0.5252958179262363,4.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003342975010449,24.04821529276283,19.55514504767084,0.204944062068068,0.1813154541952283,2.0,-0.2431883288360017,18.849665810852127,15.912174413580644,0.0352888991449625,0.0585435247360925,2.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0018578361410939,21.844997897699937,17.2764152804288,0.2488037432002581,0.262638733858796,3.0,-0.1880779165103345,28.317015511872576,21.72594687612433,0.054211583986847,-0.0055804792646897,3.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0114829779214278,24.02620908416402,18.763492308777646,0.1128733981875359,0.0954252078876213,1.0,-0.0051657427850824,19.460934392069763,15.959718539589332,-0.0184236918525802,0.0390975946795865,1.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0789416790128874,24.10090541650779,18.74417723123129,-0.1416433430128443,-0.1184622221568663,0.0,-0.0675781778856636,23.304764431160866,17.627781452379725,-0.1901858942385803,-0.1384177699967173,0.0
random,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0104113200313453,22.92922860915416,17.89632039156827,0.0247968362023477,0.0384534503946737,1.0,-0.0758626071703185,24.82518900324285,21.00546558982447,-0.2703032425839988,-0.2999234051865631,1.0
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random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.6170018446255795,0.630964086510261,0.4828751955249092,0.7898307651812719,0.8001823693901886,2.0,0.4355925555436742,0.6814880975484942,0.5181784538846267,0.6963940201444327,0.6740355767974388,2.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0608286149589187,0.9703286006347775,0.7822561915199477,0.2553822370297604,0.2760758221753631,3.0,0.1752824026601004,0.9127588964333652,0.7301707691895334,0.4349409100469241,0.4602505888598225,3.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.7175111477409399,0.5491529282309839,0.4115195155143738,0.8815044282962081,0.8662102577346465,4.0,0.0628993649388679,0.8210018828430253,0.6735631472186039,0.6851975848628686,0.6522952354240139,4.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6906419052385313,0.54955288611958,0.4103377488061979,0.8383320966747789,0.82792760228379,1.0,0.2525157489686647,0.912950994747952,0.7172344359598661,0.5646099851237437,0.5137885782570308,1.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1443387194228961,0.924373556551993,0.7604114913940431,0.4210005759675623,0.4841802963189164,2.0,0.0879530791631925,0.9671809704093378,0.8056988674715945,0.311940364929437,0.3260929041374872,2.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0090489931490639,0.9523255385037844,0.8112367902483258,0.4686879758310244,0.4766326661369794,3.0,-0.0137070731221029,1.146504036046625,0.922625157456649,0.2444447252021604,0.3208404009835948,3.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1043108225185522,0.9636432354158264,0.803995397307656,0.4680659841890169,0.5397452595841071,0.0,-0.0566757582305619,0.920455289311656,0.6904926426787125,0.3504966127777453,0.3213699529489003,0.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.016332939822927,0.9802954614374444,0.831175169046823,0.1947061189314757,0.1867412130277558,3.0,0.0409402624177702,1.0321224728796916,0.8347510014082257,0.2217995422138843,0.1592077907867381,3.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5458988982791291,0.6607702785932875,0.5055855899662166,0.7540039628441115,0.7899162430762325,2.0,0.5775792459082641,0.7050443756260677,0.5642337259493376,0.7710219928676787,0.7447332521686264,2.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3745346067190377,0.8089154031808862,0.634351807151522,0.6339197424700448,0.6334426437288226,4.0,0.3385028768636513,0.718627886870068,0.5839156477702291,0.6106141070874842,0.6674692292397433,4.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5324971566309213,0.6739883069435627,0.5297825909280157,0.7613948943727372,0.7884718387979966,0.0,0.4707403375634643,0.7751166251768352,0.6376474767609646,0.7180998262738632,0.7190544114473005,0.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6721170969744958,0.5843083415881458,0.4444145255119769,0.8361077790068026,0.8408235090371768,1.0,0.198505690931213,0.8220357280821129,0.658464035799629,0.5677630020252105,0.5662070508843189,1.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3217031723700511,0.8450668710566505,0.6593663820663055,0.5869341011583428,0.5823077218279642,0.0,0.0136014450789335,0.8362331459793856,0.6720566225051882,0.5081822023372496,0.5528678056391056,0.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.7170148199188526,0.5383282412866597,0.4183969147793658,0.8485840486369631,0.8547990808132719,4.0,0.4729647461955172,0.6862974957414288,0.5540726708738428,0.6986298849071866,0.6583857817849313,4.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.683724674008672,0.5620385875982389,0.425933813770096,0.8337137730523942,0.8409063469705568,3.0,0.5833190475897558,0.6429905690521176,0.5208080438563699,0.7688523969422547,0.7815714645179369,3.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0801398328912715,0.983570599222471,0.8212256840297154,0.5851963475265841,0.5607531302991876,2.0,0.0460030115737254,0.8781302071049066,0.7420972357298199,0.3357046110397681,0.362004817225614,2.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5339422736293802,0.693554034500179,0.5718238622801646,0.8540905715008186,0.8612572654930635,1.0,0.1033713162368908,0.8646064035770058,0.7090258467824835,0.5729580413026614,0.3804104018424902,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4356073054762657,0.7604367989685196,0.6052010589605802,0.7154919688899629,0.6822652473757256,3.0,0.4724785084067879,0.6935270809698951,0.5583742202583113,0.7907468925875347,0.7412312001378556,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.550850520555085,0.6770155978971721,0.5306030790991598,0.7604156847742016,0.7291851335981273,0.0,0.4410016237196015,0.716476938281464,0.5837888560797039,0.7570701065712141,0.7651564939665941,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5298052037543796,0.6867779529974052,0.5479942158290318,0.742832989515954,0.7376903879317755,4.0,0.4745193708572474,0.711762609791407,0.5734347472065373,0.7151870824689007,0.6874247729528912,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4298987858133345,0.7636095790247863,0.6202893657343729,0.703045960952049,0.6841860122964541,2.0,0.6503713675116474,0.5696756383044631,0.4317579010913247,0.8411386582612956,0.7964321083869111,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4043277515931626,0.7606489833534993,0.6153890116609536,0.7435376091661428,0.7377804797949727,1.0,0.2503775090004139,0.923272621234176,0.672907295227051,0.6650423703536972,0.6749835890712175,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.7546801922312549,0.497581115831022,0.3998576323397748,0.8747285468853762,0.8685305245529781,0.0,0.2712713454454293,0.823573205554978,0.6219570526323821,0.5863832594601812,0.568379597702134,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.037423807939919,1.015376209824106,0.8332305413716798,0.6180346591084473,0.5917683179568833,2.0,0.0135419348607572,0.8494627537245117,0.7398746746464779,0.492176722283923,0.4888110747591125,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4093653272098996,0.7226063393442417,0.5992754125285458,0.7302045353106337,0.7391232920250945,3.0,0.4008990067705342,0.938083611352387,0.8019615884831078,0.7152527380968576,0.7248153312436169,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0305357684503991,0.9990209735490015,0.8354437700494542,0.5078871388631446,0.5197818178649899,1.0,-0.261149953350555,0.9896765680663484,0.858416425303409,0.699263067727961,0.5879069846656666,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6653093038930924,0.5857527503256914,0.4580827898328954,0.8354884802903919,0.8172513822964089,4.0,0.5257307286957618,0.645339603788502,0.4755830776691437,0.7283979788635844,0.7010286756793482,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.53840485069541,0.6663715012355634,0.5231261693192767,0.7400040207579821,0.7226769542275455,1.0,0.3647318607282018,0.862870538140937,0.6926566541822333,0.6083641973466458,0.6220106400426011,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5298335630728037,0.6813800655866842,0.5475769875111518,0.7286560318918551,0.7201721821209756,3.0,0.5774007749728998,0.6728912564655622,0.5391720764260544,0.7609198242005482,0.7851827580392324,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0431321412084133,1.019333410113013,0.8436999567452964,0.0456337510941075,0.0463914646589166,2.0,-0.1006905065612753,1.067034045296636,0.8748791970704731,-0.0970419904356041,-0.0776975272763561,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0670905252114559,1.048487020690695,0.8687178956688225,-0.0236931500349319,-0.0249463990999927,0.0,0.0281715383348283,0.9320844010412151,0.8268832223038924,0.1805297825322256,0.2086889922760719,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5433758493148546,0.6719990508345576,0.5362844110464121,0.7389879995315665,0.7256405270723817,4.0,0.6334160951434615,0.6094125998756885,0.4999504729321128,0.8310184930597511,0.8221322684924416,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5396652711322234,0.6604076229335415,0.5266275137895113,0.747278298391848,0.7465056584074918,4.0,0.4867504719288615,0.7911533456814992,0.6111167595261023,0.719475133820525,0.6932589229517125,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0243480098906756,0.9380552867357363,0.7701389817138771,0.4454485126098541,0.4351991356055809,0.0,-0.1310953037106774,1.2047520271220624,1.0290193399630096,0.605019706696077,0.5786046589589314,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5858433270650951,0.6324681196401352,0.5099176840503494,0.7676459709607497,0.7253528652948277,2.0,0.6839006489923601,0.6039397949757829,0.476246477302752,0.8499631104704394,0.8224350316013561,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6586562577522241,0.6037748826963978,0.4673783791529668,0.8181258141306629,0.7986320931027316,1.0,0.4184884508140003,0.6561073780329196,0.5390162726452477,0.6969673231674774,0.5776367344188211,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4997790904798632,0.689513936736633,0.5549970189936749,0.7127357419173918,0.6776240077765646,3.0,0.4741566185803719,0.7808773771468942,0.641419208802675,0.7423320490233396,0.7317393456266366,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.561553352743708,0.6482939224231017,0.5099931677904995,0.7684754700459702,0.7489713023585419,0.0,0.6533575112399668,0.6255318067950866,0.5097136976844386,0.8128335066791406,0.8139191345552449,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0064992405081948,0.9995187193989354,0.814946759025772,0.1268462646697501,0.1281626008849265,4.0,0.0001310204967032,0.9868202581588756,0.8289993538354573,0.2377370836607197,0.1860566970259377,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0606367791293029,1.0375857757346627,0.8640311242078806,0.0312438419090466,0.0088751903820812,3.0,0.0012015817707938,0.9756810227763024,0.791366920094741,0.1380190810501183,0.1882352966539364,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0310439019406514,1.0425526343304603,0.8360961028507778,0.0971925433060142,0.0824358627809641,2.0,-0.1711314575444886,0.9367500078432728,0.7583936150450454,-0.0886875077350676,-0.1064726160153607,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0164350065933346,1.0148405813067911,0.8401805318795241,0.1557153884778309,0.1314230183572016,1.0,-0.1164297811920676,0.9556562337350528,0.7819478008621616,-0.1620642899139041,-0.1156898199058647,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5793322205296951,0.643995247551686,0.482863860362536,0.766715822302998,0.749993634094265,2.0,0.609487921124968,0.645824589697143,0.5448367180322347,0.7843951110897951,0.715950762040728,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6576860876669609,0.5986839430979625,0.472692962993275,0.825421992414942,0.8028768239917895,0.0,0.6846299240309298,0.5059201787414846,0.3810910093784332,0.8282435735740887,0.8242762854409341,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0277110676136561,0.9909464810750768,0.8303101389129441,0.5532733350808552,0.5202845574675056,4.0,0.0249309753842792,0.9775694296367166,0.8067364383998669,0.4934907305230865,0.4533216700479024,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0139372241673509,1.011032286846853,0.8505138846806116,0.602745855451299,0.5680602772906582,1.0,-0.0456790026091611,0.9499181588660583,0.8014969326320447,0.3948132730163173,0.4043775704280786,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0146403336497036,1.008213457988982,0.8444710763708339,0.5666402654596246,0.5853088319392858,3.0,-0.0367340726839371,0.9484909644598702,0.8045016783162168,0.3877249115120798,0.4479947481674069,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0437813293812447,1.0170338723982488,0.844109903063093,0.0254461360737823,-0.0542501867205517,4.0,-0.1038521280762452,1.0678982896247582,0.8923355605727747,-0.0381791098636531,-0.0425671609763364,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2940299358209035,0.8357699850004277,0.674021471135028,0.730247105247886,0.7274162631309355,3.0,-0.0570769524078311,1.029041530284696,0.9031004703672308,0.6484776839566628,0.6837008271983289,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1180388531132929,1.0782251456534522,0.8896558830335543,-0.0652429351785495,-0.0590718062410546,1.0,-0.0936999138018144,0.937606887011808,0.8084075797231576,0.009731396354147,-0.0302134675927229,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5717763387096036,0.6637960297494002,0.5285387151891535,0.7728860848625863,0.7385102963207987,0.0,0.1677506136456825,0.8399220469472308,0.7107183591315621,0.636882503984227,0.6032284623002894,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0475947334580055,1.0342346518805308,0.84803733237378,0.0169092656006574,0.075388125012633,2.0,0.0324444380258958,0.9441064074676416,0.7299671326185527,0.299600473964003,0.2688625051898677,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6153975358153697,0.6056702386889465,0.4764862965918207,0.7857893291624318,0.7514688009493334,1.0,0.6379707332758024,0.6493803190110737,0.4889917826652526,0.802444083152206,0.7714363989032548,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.695208612383494,0.5524044084327108,0.433543457040539,0.8384683359570266,0.8224321181458263,3.0,0.5633274274019602,0.6608097901743254,0.5408056574118765,0.7517000292643425,0.7104788057426487,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5812034709555046,0.6210304399086122,0.4785667750432894,0.7896664398153008,0.7690576279867272,0.0,0.4222102853583701,0.8756488351334567,0.6834816068097166,0.6883193216299788,0.6915458369512933,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5279516812956331,0.6955516923697747,0.5536449256191007,0.7877777988525484,0.7720112512099248,4.0,0.441544617994333,0.7137230605118595,0.5467545669329793,0.6792723195085993,0.6100897388249088,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0618852824084601,0.9786748905654086,0.8093660466701954,0.5261739625635624,0.5291936389309305,2.0,-0.0182329844593815,0.9409636179566728,0.8334446711289256,0.5213255734001462,0.5190413688334604,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4975895029251479,0.7065198533297499,0.5635263795357246,0.7478473427246461,0.7308961808721736,4.0,0.442444387310594,0.7242594541156621,0.602341917439511,0.6664994124025417,0.5414751619202958,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5545105664794214,0.6806715559332328,0.5337179031929413,0.7473643811489958,0.7473073988634173,0.0,0.3678629064315345,0.6862147281889504,0.5728560632153561,0.6581527843810538,0.6145006922743332,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0606744614701171,1.0297634893219942,0.8564235819469799,-0.0084851882794785,-0.0130828054771578,3.0,-0.0944892898552902,1.0553904569472476,0.9039700213231538,-0.065289142111262,-0.1107463346530596,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2655743423043097,0.8610764765696861,0.7006950992423218,0.5730436074802527,0.5303771371350013,1.0,0.4326274957242065,0.7132917526570346,0.591125051096866,0.665947058019192,0.65068943265523,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0763886511414086,1.0460725508395126,0.8275102608234851,0.0496750633771845,0.053563257892644,2.0,-0.2627526177167856,1.070205656799796,0.9018818490128768,0.0773944907377909,0.0699316014894566,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0373781991213115,0.9607528984235436,0.8104993657941941,0.5940140182959985,0.5766277894481749,4.0,0.0186743420738491,1.0761557207985024,0.8570328142768459,0.515393348455329,0.5013951968986464,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6372598783849666,0.5954607468248944,0.460144035738784,0.8115055146279477,0.8036575222683292,1.0,0.7018230916452501,0.5742309688050989,0.4638259548889962,0.8384678049184302,0.7287950267621879,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0196790656975396,0.992894573234434,0.8175800710529475,0.4851850163835248,0.5031532308652021,0.0,0.0166877957046411,0.9883295895436126,0.8836300370567723,0.5716852918189408,0.5740548238608248,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0180377238918867,0.9506087106783686,0.8026435638402963,0.5293543658197628,0.5169054547759031,2.0,0.0054424315572323,1.14919111141293,0.938152833988792,0.6249699657392699,0.6576931534238031,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5164846964580103,0.6769075309402777,0.553803124675503,0.7815276134102749,0.751795550809854,3.0,0.7277568770753503,0.546855575202568,0.4315190194782456,0.8881017216656071,0.882455969482433,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0467821471201121,1.0430509632513385,0.874075682318056,0.0171175248384294,0.0191057321401787,1.0,0.1190475519993015,0.8699324016717401,0.7354376013655411,0.3721285005620252,0.3508618378328606,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.543551935147489,0.6921713936484053,0.5255629615814654,0.7674641867852614,0.7625897158699146,2.0,0.2167725052761554,0.7943755453344539,0.6504075601853823,0.5696067942884002,0.5567653343125957,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0449151301125116,0.9828235929015962,0.7973032603016148,0.2265127164722775,0.26386872874497,3.0,-0.1536280209911786,1.0408014108874826,0.8749503167052018,-0.1480818768350958,-0.0757401659175576,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0240776938226049,1.009208004954775,0.8070244643904946,0.177306645065185,0.2120288338581342,0.0,-0.1639817121524729,0.9847981039467886,0.8387814698721232,-0.2290195256921417,-0.1897466764343633,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5845940915612196,0.6305777407605205,0.4914071853129895,0.7682800770754603,0.7613513241190707,4.0,0.4138189295359884,0.8355462856700052,0.6801601775068985,0.6602449280520284,0.6370800196399903,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0660736551410628,1.0024549834675776,0.8318004428566278,0.6254772999458846,0.6377490211533109,1.0,-0.033567199594902,0.8311182718878062,0.7354636322824578,0.3355540197405723,0.314090291509766,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6356757014199079,0.6134945487888185,0.4739112157790691,0.7985467213912661,0.7934002839503864,3.0,0.5052611183012448,0.659419197282584,0.5455289250925967,0.7173364388659298,0.5964873894139069,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.522707913325709,0.7005549086514515,0.5669695114470147,0.7829103204238421,0.7587976197203604,2.0,0.3988928276004611,0.7345524671662311,0.5541311294154116,0.6937387501954575,0.5826539066195103,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6114454786752456,0.6360924986134727,0.5201565955676042,0.7864534646849761,0.7589574415176029,0.0,0.5173521289020142,0.6214527299738272,0.4872739096064316,0.7584045433648589,0.7429009148286579,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5483540152682145,0.6875164239179243,0.5277581547142624,0.7763434798022699,0.7499388005705253,4.0,0.5606112722434147,0.6042948195399996,0.4608645466754312,0.7706160593265406,0.7321076865898904,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0729984431137433,1.0250866811594406,0.8479672545891304,0.0284543050200003,0.0152629490774388,1.0,-0.0554113210499063,1.0798004533447425,0.8958355568584643,0.0120765340189042,0.0311884440475513,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0050490962533114,0.9730119400214536,0.8029204193647806,0.1002435251213594,0.1131043524989836,0.0,0.0205516711176236,1.1087813190223068,0.9480404456038224,0.1676837001796391,0.1555129979914207,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2237850278915941,0.8427554675172443,0.6754451478301704,0.6436508625665183,0.6371102756836996,4.0,0.2166740070481979,1.0295693312002376,0.7619832154951596,0.596488952491175,0.5782763415810466,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0254694165484079,1.043040072958522,0.8723665821087826,0.0545166581122879,0.0088193374877994,3.0,-0.1426525100025679,0.938882688731966,0.7562350323325708,-0.1510001670045433,-0.1069161748577463,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4977354216355864,0.6818401299587808,0.5445675212067445,0.7138835726255501,0.6803595770310036,2.0,0.5071884016697006,0.806517762963216,0.6496397560521177,0.7287007191252695,0.6972697936792176,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0126871050700025,1.0075312307886586,0.8330491002194295,0.4758819323967838,0.4889835963416608,0.0,0.0047671590499983,1.0023978655748311,0.8146478068201165,0.6344060906534508,0.6805274398761856,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3738126035842024,0.7853277930809438,0.6214749133277248,0.7526511173978847,0.7265422139562528,4.0,0.5570630036876068,0.6696969348021335,0.5473179524195823,0.7723956436549626,0.7047171012647135,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6664304842028905,0.5808913885622571,0.4501326638692385,0.81672635560025,0.8046639858633082,1.0,0.5373818767132807,0.6712460399928116,0.5346215360415609,0.7383685972417551,0.6649157404663939,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0057847260214033,1.0089891422400543,0.8364943006441191,0.2978962796036472,0.3014643670222718,3.0,0.0090798736688344,0.9555740216330418,0.7912032139928717,0.2149241802599283,0.2207024838603785,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5389414482768049,0.7068306041368617,0.576239049032137,0.7828648897702726,0.7273596542119695,2.0,0.5333231704657335,0.5638401122010743,0.4676650512845893,0.8419167538260164,0.8534063042484863,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0700876699471533,1.075168012409794,0.8896328312081175,-0.0263805068685127,-0.0234711547791707,2.0,-0.1003168381175219,0.8393680137984187,0.6829146844462345,0.0254260476900115,0.0022979701298279,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.42779212898891,0.7435847688186898,0.5906549965716027,0.6987518324487432,0.6708726417820151,4.0,0.1793380226119281,0.958218654902701,0.6739925572746679,0.4952401164504215,0.6088526572553621,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0172498962354636,1.0204649194332995,0.8506831548121069,0.0728742529778082,0.0761058414248428,3.0,-0.0282595529058091,0.9748430510532786,0.854191187808388,0.0723880816750253,0.023094183538446,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0714676452571738,1.065411107663691,0.8816048392072902,-0.0934013925724009,-0.0624087141867969,0.0,-0.1736090140182307,0.930055678986762,0.7980837372729652,-0.0448466835728501,-0.0815232260343718,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3902309544852802,0.7935568079082198,0.6379008156912668,0.7370038204946211,0.7064270461153929,1.0,0.2287310128988671,0.7839776086510193,0.6359866986776652,0.5244646504746875,0.531925371480646,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.066298564115736,0.9209837402131816,0.7834964529879682,0.5611276048613814,0.5291299026471113,3.0,0.0647329723702532,1.1354209286367822,0.9126556562122546,0.5589443024783058,0.6677244634385728,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5249356887253253,0.6884599450005636,0.5614501337726395,0.7300427643389983,0.6992552486504098,2.0,0.6200009145050791,0.6223186817504297,0.4724061077519468,0.802387402450294,0.7816142376176826,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5819694470809813,0.6506622600660856,0.5302166992812962,0.8206700801061262,0.8112949951459316,1.0,0.4956102125673917,0.6990449656192127,0.538017755621358,0.7927268950691315,0.7527081737608053,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6525923908086357,0.5841506086269485,0.4597465554150668,0.8089528760502184,0.7726694712921931,4.0,0.467929207237353,0.7617319607987383,0.5899197206999127,0.7061897014941027,0.6752379910274647,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4966541790050173,0.6962776805923377,0.5645225301036587,0.7435064688830426,0.7156260251864911,0.0,0.6365327620250345,0.6519284460533554,0.5027809825696443,0.821146070999617,0.8256087662542422,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.344674569760347,0.798024221714242,0.6356887295958285,0.611852588389276,0.5776018365906741,4.0,0.3461538354576067,0.8491632697267983,0.7014157256327177,0.6506850204196287,0.7145280534032274,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5223100411561952,0.6857839839186302,0.5437018608505075,0.7296584573227978,0.7372467072838729,3.0,0.3837335634994938,0.816965925285966,0.6569944968976473,0.634735763845291,0.6400393947315983,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0279730272867968,1.0416478014294015,0.8696467665573219,0.0597158294945768,0.0748052486351353,2.0,-0.3868960757398934,0.9315506627749924,0.78364135579059,-0.0062672558739004,-0.0055817009107781,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5982071127736006,0.636537113401457,0.4941747513993993,0.7753144772311831,0.7627714566236594,0.0,0.3435236260492865,0.8035746453559952,0.6386915758408999,0.607045861541056,0.5505882427127641,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.032171174672921,0.91360386211482,0.7715593448552217,0.1839713949713276,0.1505390477612391,1.0,-0.0393436336293178,1.2709977966389625,1.0314108940174704,0.0271619170158828,0.0442134068884827,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0043656489251873,1.0085740581983689,0.8422351995691075,0.4200452360533818,0.4142843414521334,1.0,-0.0572125981980384,1.008921820302693,0.8802907070360686,0.2382085761212764,0.2661559543385892,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5059192881469693,0.7000341776778825,0.5508571494399727,0.7247676728472279,0.7163377739208632,2.0,0.5425405639976595,0.691879203270822,0.550698319234346,0.7818627680944912,0.760888601623245,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0108681244560584,0.9687003758751092,0.8122945968206826,0.4477641726266183,0.4087215042847957,0.0,-0.0092088953738105,1.1048988286522383,0.9092641157852976,0.545787043932843,0.5452456505088084,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6482229637962706,0.6150940962465906,0.4924851730891636,0.809596253397406,0.7780308829023559,3.0,0.5327729626738718,0.5647947521093294,0.4457995533943176,0.7372523495930604,0.7650470608295852,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0084568887328875,1.001426530986315,0.8616752377423375,0.6131399159312256,0.6007406413757681,4.0,0.0160759434174234,1.002385235400282,0.7697955711264359,0.4591944794197966,0.5067031532021662,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4832276668783435,0.7209048966102148,0.5781099852648648,0.7000525241619907,0.6869225560728173,1.0,0.4343683351351339,0.7401180077331241,0.6076790276326632,0.665918935226856,0.6376668893511648,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.538701766453028,0.6836321416731322,0.5447377293760126,0.7403594173608332,0.7243405232811633,0.0,0.5280508660120293,0.6752332143713982,0.5539566715140092,0.7308326068693256,0.7279890658965031,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0183615479038525,1.0335082972327927,0.8504310462691568,0.1106272674656133,0.0873715426855647,2.0,-0.3294628334516039,1.037686585766006,0.8489332657111317,-0.3173569726830384,-0.2366203405706337,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0399588011558431,1.0106452796644898,0.8311748228754315,0.0535481707793539,0.0405695143299105,3.0,-0.1536234857609382,1.120902584058176,0.9260252426799976,-0.2891426232001728,-0.1540734258475107,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0440887727999603,0.9713675420079364,0.7876853997366768,0.2178989674057573,0.2037454625654187,4.0,-0.0496225146115214,1.0536129516961197,0.9298543587483856,0.1137904970599474,-0.0117080643396432,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0091565875786248,0.9697924797164102,0.8116144985966869,0.2004399021426381,0.1995332374918169,3.0,-0.1512861322241097,1.105760397109651,0.9073976431394878,0.2384920428896191,0.2799146472428497,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6424358505474501,0.612446036885236,0.4842260701935013,0.8097124817166619,0.7865905658029527,4.0,0.2414432983576772,0.7662066737083617,0.6608976241161949,0.5653296260845455,0.5603764302308967,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5627142627274773,0.6648846632405109,0.5284587700026376,0.7629072041264444,0.747482597590446,1.0,0.4122352984333971,0.7493954510397268,0.5439295721054077,0.6642026830842622,0.6303348691715649,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5956293590401219,0.6411525015534248,0.493802910145227,0.7772284647152607,0.7803396606152325,2.0,0.3964486625224006,0.7575535455670126,0.6225365332553261,0.6466668111752685,0.5933019732809461,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5407357212932761,0.6656464901491558,0.533673806685906,0.7377874571370011,0.7066134578583935,0.0,0.5740951395795322,0.7005247492992475,0.4961242739777816,0.7984434748984409,0.8214051263891955,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5667923044840821,0.6722693671865304,0.5448605221432525,0.759100060218761,0.7553342683168269,2.0,0.6443759403278533,0.5429795820827227,0.4305836041036405,0.8052291932912489,0.7771454009181648,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0917249970291869,0.9952843522151634,0.8098164420623285,0.0418485830804154,0.0857929593783598,0.0,-0.0604507531161109,1.1848354576868545,0.9311599677487424,0.239495838972083,0.1802363766537443,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4155696525294449,0.7986254433551605,0.6526017768661696,0.6689312450577682,0.6607169854093045,3.0,0.2236229552678725,0.7103801218829565,0.5494441787820115,0.5566026255188276,0.5295179742017788,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.1228987088110671,1.0854866163725003,0.878328051040699,-0.0235488091796997,0.0224509947482374,4.0,-0.4797600023433961,1.0736744859351053,0.8590878193001998,-0.1755141975485054,-0.251682442790678,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.135049611247073,0.9283031777974164,0.7063659120999374,0.540816711795413,0.5262762724963483,1.0,0.2864348287825492,0.8554328913948229,0.6724424850313288,0.647176566877312,0.629424961274774,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5788585430205084,0.6507765079993498,0.5226661793287698,0.767223897262824,0.7491871507366051,4.0,0.5514680562098428,0.6684176630079971,0.5501547419397455,0.7493418855384192,0.7600963299089044,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6816331069787934,0.5754549016333274,0.4517905836445944,0.8313868822692797,0.8181391021390921,0.0,0.5044057892849356,0.6169337834030386,0.4806916613327829,0.7319111441330735,0.6938440585964867,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5801200801469718,0.6512663024438277,0.5233341037452995,0.7890741520088788,0.757469041242083,2.0,0.5225968917933357,0.679132165595106,0.5649242822747481,0.7330036200158423,0.7048588354746614,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5783006214958712,0.6423723414152457,0.5090031302130068,0.7758303641632849,0.7455858028570728,3.0,0.6664633799270754,0.6078981921738322,0.4511285443055002,0.8325999021470767,0.7956883391920917,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0211297713203765,1.0192458547909216,0.8570151929731492,0.5487432972313688,0.5320806396353037,1.0,-0.088267425902855,0.8826341369235475,0.7460800941366899,0.7313559419596002,0.6878966992382739,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0501413450999603,1.0301446292854082,0.8385149560036597,0.0109778499379097,0.0178030135139656,2.0,-0.0450286038835023,1.0107024849275044,0.8713831313032852,0.0302121717297615,0.0119282119339757,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0578398430745521,1.0249744627459236,0.8255590164816226,0.0459058208935134,0.0508607822625112,4.0,-0.1148193643233639,1.075812877484169,0.8791716948308442,-0.0514776821455164,-0.0524156043898846,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1710622773678618,1.103988230343087,0.9005877951522927,-0.1380662683107283,-0.098696327261187,3.0,0.0075936945147453,0.8957794208737221,0.762939942134054,0.232856827482406,0.0803239225645709,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4979909404247631,0.6824017194126957,0.5346350306969185,0.7174245739682275,0.7347712978487557,0.0,0.4142007105446579,0.8698322710374942,0.6521965183709797,0.64842729023634,0.7029275060512988,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1470952501392606,1.0862123233556904,0.9052442196127656,-0.1119877689598588,-0.1271814098992151,1.0,-0.1996231926824367,1.0357951234836742,0.8405344344440259,-0.0571986419933526,-0.0822937190307321,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5787007404128669,0.6368012935956411,0.5023521582182351,0.7833469838895394,0.7739857415061147,3.0,0.5507601862328375,0.72553519905506,0.6028065321319983,0.7699601720684834,0.7501641541963676,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6075446763256787,0.6183824522284084,0.4839919053424488,0.7855188955419056,0.747764755326974,4.0,0.5074223053936889,0.7398146571028025,0.6009698561618202,0.721619912172416,0.6956283864436262,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0087948377048755,0.9743956266980934,0.8155795750679908,0.6208090722840206,0.6029791703277296,0.0,0.0228196485067304,1.0749525916020188,0.9269568900058144,0.4901268920411499,0.4828190004834973,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5850596182918231,0.6674009451901417,0.5227944238929005,0.7666417013710961,0.7520555184348711,1.0,0.5201114144893577,0.58845836704443,0.4521421419319353,0.7894575006677742,0.768237318750487,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0077029079596364,1.038560168327595,0.8713325461474334,0.2224794900440493,0.2048225334323091,2.0,-0.1209068694542936,0.8936054153224131,0.7771946169200696,0.2685022524634239,0.2292498772375958,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1084695328368716,1.0745615927738583,0.8735992533820017,-0.0501188308130646,-0.0411753930354319,0.0,-0.3179498411818215,1.045008270738324,0.8666373621790033,-0.2215913702820655,-0.2439264623929545,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1543566761292902,1.0833331903481394,0.8786807105757974,-0.0366577288783805,-0.0526286822061736,2.0,-0.1088083685280414,0.9876430343373144,0.83221009342294,-0.0294008613979267,-0.0848292515086729,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1476502167906173,1.0794488194724925,0.8790413897068469,0.0006729907075631,-0.002916225469586,1.0,-0.1554836398770573,1.0519802543779924,0.8104158997535705,0.0785350463622772,0.0790280252764669,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0307798873774867,1.030532577201734,0.8600086241883116,0.060821034325104,0.00159366215472,3.0,-0.1381112158995554,0.9634231871975556,0.7966405651443882,0.1962927079103662,0.229043555759737,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0830522186563007,0.9932440156900372,0.8374449619070276,-0.0187799780631684,-0.0224116742716468,4.0,5.110945940245415e-05,1.1649704661287632,0.8923928267077396,0.1579367984610775,0.1759588556553957,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0063597759130334,0.9920771132969236,0.815157236062087,0.4973768307690923,0.4678975656751378,3.0,-0.0699184647475767,1.045696689571947,0.8852373446916278,0.5947520367169857,0.562315351789036,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5160041171658423,0.7005202199957845,0.557631824759694,0.7371406027807629,0.7346926040436499,1.0,0.6258760321715479,0.592023737810131,0.4870905204823141,0.7926429524081842,0.7739782251558547,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6571108213429715,0.5938522527181852,0.4629990472731651,0.8218722564320007,0.8138437746127984,2.0,0.5644114514494603,0.625848384314937,0.5069004129736048,0.7671186119001125,0.7669493947388295,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0274981009056708,0.9327373964613688,0.7857814421591821,0.5753366090552237,0.550618536090834,4.0,-0.4632899888892421,1.2506476668832152,0.9689606116947376,0.7080453782042504,0.7087596443283573,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0118917767611859,1.0003016736733166,0.8320567853110176,0.5597540284433022,0.5465698097348962,0.0,0.0094551415928644,0.976447774746958,0.8268816912801642,0.5003445313886727,0.5208732294276641,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1403545012166753,1.0697952755427536,0.9199871411261622,-0.0304302991709955,-0.0718215297543585,0.0,-0.2147444164006962,1.1047658368385074,0.8539975070953368,-0.1716202907635619,-0.1176406222846236,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0008802307449261,0.9994823352871616,0.8309692850360622,0.1361726422141382,0.0813825204434724,1.0,-0.0240274993638445,1.0117696089006372,0.8164659571647647,0.1604819698263163,0.1955356165882481,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5695334703398438,0.6589422983103072,0.5099450921083425,0.7605338611928603,0.7575651286735615,3.0,0.4978063214409504,0.7031366799707033,0.5626752311932414,0.7180772768977671,0.6499234006961674,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5469248606013442,0.6740145055712261,0.5377559067831411,0.742254772047579,0.7272470380587615,2.0,0.411974499374857,0.7380497977427243,0.6043991378106568,0.6753512036816947,0.7017947076384107,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5184106208569101,0.6694605245810374,0.5171595848535563,0.7277943701816484,0.7366350924728636,4.0,0.3849348217583492,0.8949131779431825,0.632776395270699,0.6268691164837692,0.6504349738903435,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0036817829445003,0.9453260511790512,0.8025876886194402,0.364653590089737,0.3698193745637294,1.0,0.0063706519251057,1.1900294784301968,0.9861073411138432,0.2667141449249764,0.2510396162985364,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0154341579011051,0.9825827538939964,0.8188914075455109,0.342942743730493,0.3868787928747292,0.0,0.0200104679382414,1.0379555037691723,0.8747067672327946,0.4253759451874704,0.4746949725330267,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5945183597614552,0.6462196935291211,0.5119629573512388,0.7727477396878122,0.7534407500341003,4.0,0.4702236681461574,0.6731226258942018,0.5419016106505142,0.6998663935182436,0.6498878381451465,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0163744044277353,0.9548069045467952,0.776718657419279,0.4500525494966644,0.4541138086017136,3.0,-0.1210351801700071,1.169098242940304,1.0320761627899977,0.3241755467398552,0.3475262884387568,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0142532234804424,1.0052737493024504,0.8373153663610484,0.2205524096007718,0.1691562806179924,2.0,-0.0116540778344846,1.022917248692448,0.8954261516269885,0.107490353408527,0.1079010730908269,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.095872202391809,1.0793861483396257,0.9005137564919212,-0.0490319405973621,-0.0577980551222349,3.0,-0.0771754227174219,0.8840995309428066,0.739111323231145,0.0971967588063742,0.1369458259365811,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1074518372037507,1.0173508948582766,0.8514798304941747,-0.0512427695969275,-0.0336197825187293,1.0,0.0194761506232928,1.1203807920580575,0.903984457191668,0.1749212675723109,0.251915081394608,1.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1444244958300569,1.038927693717668,0.8767735368245609,-0.0440969044509611,-0.0313689345467477,2.0,-0.0250878822415474,1.1161019030514412,0.8699728017104299,0.1624554556817017,0.1246511644702521,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0223708759104829,0.937410452238569,0.7813715522320239,0.1905431970963387,0.2302156856383817,0.0,-0.0663644223777535,1.2061303287842686,0.991380340425592,0.170121869584369,0.1974281832347101,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0527089007468446,1.0268148282427438,0.8602693244389125,0.0533534750143278,0.039890481916148,4.0,-0.2112257062692493,1.0896516974910009,0.8821990615443182,-0.1995423693459172,-0.2555403591203148,4.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0085957896856487,0.9966108336614512,0.828877071405386,0.241662431742138,0.2406421331708447,3.0,-0.0070668599301233,1.007444612579805,0.8697793902848897,0.0373180977570616,0.025064303461157,3.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0111643926788396,1.0081748293000476,0.8414596760118163,0.5375895695151738,0.5320995863250096,0.0,-0.0090867219890808,0.9461907334158812,0.8029722494828073,0.6877777979936783,0.7114953230543429,0.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0069441419890857,0.9684004667246572,0.8106259941125845,0.2998074053404618,0.3034697706515278,2.0,0.0010645646212898,1.1145694720736965,0.9466258847086054,0.3639468125283657,0.3051162831809156,2.0
random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0040780987969422,0.9984964574029418,0.8357025627037149,0.2596453883650105,0.2032321637114307,1.0,-0.0490203202140664,1.0096497489515877,0.8546505107377703,0.4485305016762559,0.4556449576803358,1.0
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random,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6219541613033817,0.6317272892888485,0.4924141017183081,0.7909178210508016,0.7828108498647691,0.0,0.4260895118348484,0.6722552827746557,0.549157612574728,0.6900702260611168,0.6233652614772222,0.0
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random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6374370614090397,0.5878127992354245,0.4643145416464124,0.8310733217146964,0.809331701115531,1.0,0.6517166115088767,0.6410321397168385,0.4891774477456745,0.8137224306420276,0.7630931167300746,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0561681239338927,0.9263637207030482,0.7743665606944592,0.5690064161117108,0.5545031564989513,3.0,0.0017313865237981,1.1646290858638115,0.9597088151229056,0.5233767323861964,0.496853631865623,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6158887780093676,0.6349866630504277,0.5103018011675253,0.8308322599783249,0.8056241029380776,2.0,0.5030334250466646,0.6295748310771485,0.5003118098409554,0.798236753140181,0.7794495826078259,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6991771700917613,0.5736089670314655,0.4692956520984699,0.8735539646180989,0.8512315164524962,0.0,0.0692475010615756,0.7432428425583141,0.5553420635901001,0.6238554237012006,0.5917820220052117,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5816690124343233,0.6567378230004547,0.5115037902609095,0.7660374053265367,0.7590662131451946,1.0,0.408840301625348,0.7270723222321576,0.5995724770269897,0.6665178832438065,0.6541534577200177,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5150371569962573,0.7083038711975479,0.55824881491723,0.7209098332641715,0.702579260246377,4.0,0.3627868384714766,0.7455670389917696,0.628415594602886,0.6278121231910267,0.574961701845035,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0473968725877895,1.0107059441214226,0.8532031157109643,0.0237381083703706,-0.010128782590315,0.0,-0.0624641047248382,1.091273455420705,0.9119265093301474,-0.029143380299468,-0.1126005363615685,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4438159095143879,0.7401018011054722,0.5914333064796089,0.7324265534263938,0.6945645402362787,2.0,0.2205453196936667,0.8859340706170066,0.677285199416311,0.711545306491066,0.6982164350585404,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4820924202728405,0.7081339824893356,0.5680602299392997,0.7346788204888665,0.6911273639086928,3.0,0.4486779340562844,0.7920486928936149,0.5659668294379586,0.6930526039574869,0.6965468437851685,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0347047462925272,0.9985380650997588,0.839140655963452,0.4678035280681255,0.4824618694979945,4.0,0.0116991599777364,0.9330810636623048,0.784334756951583,0.4462069653863274,0.4093669645564898,4.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.7488564218567153,0.4779524490161502,0.3775066258535757,0.8659170300281126,0.8359661624378003,2.0,0.5783893648578831,0.748433599836636,0.6014828983106112,0.7923258274405394,0.7684394880768627,2.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6045529090256228,0.58361383559857,0.4685099242105111,0.8007519749777615,0.798822989817628,3.0,0.5885546180459161,0.797103303392458,0.5797261053637454,0.8068540205079816,0.8135704623984672,3.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6716820547541669,0.5769934501832998,0.45256518896524,0.8211919249030615,0.8119642960271761,0.0,0.5174835536556903,0.6808474984136416,0.5291162068592875,0.766201921919202,0.7086183406013015,0.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5929553698191535,0.6318045077332294,0.5018918142380653,0.7922629372802563,0.7728990005293883,1.0,0.3318087308435834,0.853491141709766,0.7026915815002039,0.6868686844546934,0.6577665928759852,1.0
random,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4180787630401816,0.784656629798247,0.6196553893367965,0.6658885299227386,0.6355442525489893,2.0,0.6067119691670113,0.5487007883863304,0.4248165744856784,0.781523711032907,0.7363755789332397,2.0
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random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0668906679189188,0.2026427379459423,0.1587652600430881,0.3950768560979185,0.4017120323070908,4.0,0.0206946980227845,0.2033716506404848,0.1602949879335632,0.3582522889733239,0.3551726910860038,4.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1306297370082683,0.1939704756749553,0.1585903396179028,0.4167872998038608,0.4262790200980398,1.0,0.2094385680886284,0.1884596787429401,0.1542750586723765,0.4655640250792816,0.4433007652821893,1.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1357651923028935,0.1964702932124004,0.1545746979097085,0.4270494347607901,0.4395355339821853,2.0,0.1460406635985887,0.1823826534554942,0.154803598572847,0.3965054177275569,0.4142910752817873,2.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0488177549480474,0.2048667222326024,0.1719638201558885,0.472428941239247,0.4720659534316482,0.0,-0.1192223301240453,0.2162851013237339,0.1822906119087058,0.3286377616283738,0.3552933134976478,0.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2900543953750394,0.1778750546873944,0.1408278629098937,0.5643318766231915,0.5754157922603461,1.0,0.1352530376518427,0.1853177541925159,0.1482395543108744,0.4536209283619641,0.4583907172518117,1.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2694835413469568,0.1787302207712383,0.1415547007853336,0.5316747645728394,0.5322023564970164,2.0,0.3563118995728437,0.1660677800242458,0.1365342528413348,0.611963192279976,0.6004192806088754,2.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0821768561582499,0.1971513457957637,0.1494984946215531,0.5543607816451233,0.5563925416342795,3.0,-0.0304727642954352,0.2213497650757529,0.1771764893873728,0.5352434727189754,0.5429768859998203,3.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2780453597898598,0.1778454200173822,0.145251721225613,0.5527767576686796,0.5229687322139217,4.0,0.1805429247397207,0.1872393281424328,0.1549193083165564,0.4262614147253374,0.4879526889828099,4.0
random,cytotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1180728432543617,0.198114092823797,0.152152920738662,0.536312795256876,0.5470232247015383,0.0,0.2395660376792154,0.1730165556493942,0.1373689345986084,0.559130027635564,0.5870199078583663,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.208435432856889,0.1826070195073839,0.1407287341067486,0.557320029128116,0.5870936206083581,3.0,0.1833267589113201,0.2013906472286815,0.1464826803212291,0.5474451100467577,0.6122257515446369,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1500343997635266,0.1935874949366424,0.1476029974623974,0.5545024824760412,0.5740749319799134,2.0,0.1788544575433041,0.1855121914213666,0.1396675768268091,0.5882256449551285,0.6295484701057456,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1374791840230921,0.1960557305733676,0.162962001429291,0.5599562232754232,0.5898071500280129,4.0,0.2094870850399109,0.1778398639105218,0.1437261403466083,0.5861512182961364,0.6289688124053449,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3083086539511948,0.1774468342740754,0.1374755912809345,0.5757178375074514,0.5964811148174937,0.0,0.2949682385120726,0.1596755896594251,0.1292522320785862,0.5572726663640069,0.5547357699060486,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2658368415529859,0.1786402428967416,0.1343730208710483,0.6372912915959458,0.6504824602584197,1.0,-0.0242262767769851,0.2119036088234062,0.1567792161087619,0.46311826050703,0.4973697613016497,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2193186478915056,0.1854366643474205,0.1368274087715811,0.6881785650438024,0.7372871309194501,1.0,0.2880814960135621,0.1731420860199623,0.1310400855063597,0.7822293440501447,0.8209661855172691,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3795468575893724,0.1651000234946823,0.1374170318656992,0.7074540732989903,0.7552931338146243,2.0,0.4375794789930554,0.1540317896544614,0.1265639033086961,0.7231773833924912,0.7278992936887673,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1641912937583935,0.1867039387680027,0.1584366861703918,0.7240627415011943,0.7565924025922438,0.0,0.2440076467059589,0.1961424272093619,0.165556112144102,0.6803855863207287,0.694761636712101,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4298547848146344,0.1588520285181507,0.11961217242013,0.7075598789610598,0.7443129842271815,4.0,0.4214491987057007,0.1544640118126726,0.118964386073633,0.7398361353608949,0.7748917748917749,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3108077239065496,0.1744581403538256,0.1275770800602312,0.7270172722989138,0.7624840203095548,3.0,0.2063328632751717,0.1815619397080059,0.1336000190342283,0.61539930935516,0.6445525578652513,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3035101984486258,0.1747573609258397,0.1371680036452561,0.5543036684126181,0.5845282547753352,3.0,0.3833186448087823,0.1609489494588455,0.1332801431947079,0.6200102294292242,0.6174024633776956,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2871200576329151,0.1739128097088534,0.1376187139317813,0.5634202739046603,0.5856305051903686,1.0,0.2346744777303701,0.1928739278482397,0.1512957961212432,0.5104259356646851,0.5568299089970916,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2851439352221215,0.1784985284430494,0.1449358714802602,0.5343505403021808,0.5620931305129289,0.0,0.2198203722395663,0.1765366751558679,0.1441441376232581,0.4858839486496321,0.4814241486068111,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1622231507816308,0.1949686227122873,0.1605097893921623,0.5065608840519835,0.5341941644595176,4.0,0.0932458851635206,0.1826162892483319,0.1441632159993098,0.4384417421077295,0.4496702987415061,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3070221836518353,0.1716386531697441,0.1334019562286754,0.5874336672623084,0.6081817046860346,2.0,0.3003037177738543,0.1837917475606309,0.1397046814093767,0.6015894918036069,0.6251189471003712,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3977926072902966,0.1641614011940582,0.1366825203056026,0.7092503063860587,0.7491601312011261,2.0,0.3187106903027633,0.1626569024638419,0.1353917848986463,0.7111721263369969,0.7209199469261388,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3801156604654839,0.1638204782609607,0.123164063913365,0.7071048259156267,0.7447170292169102,3.0,0.3754970631187589,0.1678637023295747,0.1235266634230002,0.705687144600553,0.7308981008671411,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4268107373327092,0.1611866395909152,0.1322776050475494,0.7134337573591752,0.7594107092557877,1.0,0.3942155110245539,0.1496309176023387,0.1250632918099259,0.6915182231302541,0.7070048114939755,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3133745266052508,0.1750933922500999,0.1285165876100217,0.703255044010235,0.7480391023928007,0.0,0.2521726206986129,0.1715783462885481,0.1300480766393623,0.7500845498836566,0.7725027810167127,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4658838192654758,0.1516324894144397,0.1170727670082278,0.7180757431767146,0.7513065944145632,4.0,0.4297001079250232,0.1615988295691848,0.1244527982896212,0.7154984493807917,0.7188593140605524,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2898274444955752,0.1737413649675402,0.1374871572242619,0.5446968592584038,0.5705160653281732,3.0,0.3111406236900428,0.1815341273887059,0.1449304123240698,0.5840462949588588,0.5679338721134387,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2350298950513865,0.1821762153744811,0.1449783516017647,0.5441860169013093,0.5713035197106064,2.0,0.3188007014433923,0.1722378273265259,0.1377849617372725,0.5759448085795927,0.6091632825378955,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3840366141151637,0.1656464984774495,0.1307938621969884,0.6223512907321745,0.6519388691073764,4.0,0.291496664802281,0.1678694971771314,0.1335284558352933,0.5477207738135375,0.5329567233592001,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.063846910998083,0.2023673798875256,0.1687876479822333,0.571503045843045,0.6061702498661267,0.0,0.1751200434522313,0.188166879026971,0.1610592057550373,0.6751315575423089,0.6608600377950223,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3622213330543817,0.1689078133014085,0.1338023146295761,0.6048590258903086,0.6411592459340136,1.0,0.3272561985706209,0.1627088478166176,0.1302013996754991,0.5749216448344708,0.5744273786069451,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0738948797141756,0.2029750199280078,0.1742758346444009,0.7017936478366861,0.7385141751074857,2.0,0.0476970262729933,0.1959133962650513,0.1668896794624911,0.7523075014409457,0.7805710801066837,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4253663646383769,0.1579799060013935,0.1292206835018144,0.6959768406878217,0.7426412429232799,3.0,0.4902184393294715,0.1501190028883987,0.1207110052341302,0.7549388157133353,0.7879390990846098,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4433067751948666,0.1572600019444138,0.1272074449898053,0.7062706292311629,0.7388578093869269,0.0,0.5034142447873504,0.1419528613572537,0.1187158007315354,0.7503749736117239,0.7714138286893705,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2295813750243593,0.1807768299018738,0.1339019396036189,0.6845111453246691,0.7225076583859457,4.0,0.2733695592477032,0.1880145253533279,0.1389891480927769,0.7483390397526368,0.7713066087679089,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.469371555723157,0.1537885325142799,0.1183700142055178,0.713880410959999,0.7579328393859261,1.0,0.4280432847360146,0.1507975161413254,0.1200342096679019,0.6645816271053442,0.6970970206264323,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2884543708634937,0.1778160533070598,0.1421687570852251,0.5385982914803513,0.5600134750448567,1.0,0.302602039247495,0.1676056209598237,0.141623598843732,0.5678880712274058,0.5875618189859675,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3138158765083947,0.1749794875424314,0.1405093476288954,0.570726544682121,0.6080326640865292,0.0,0.3053510112741819,0.1657332121531648,0.1364500741781324,0.5756089984364842,0.5731842976425019,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3162289987103283,0.171530861045053,0.1384651433286168,0.5632632672690447,0.5885269691776406,2.0,0.2090874894797837,0.1908377253334139,0.1502950271707957,0.473434862448465,0.4771219492581721,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3081389362042677,0.1757371756290696,0.1420350692167864,0.577896428317819,0.6019020345666887,3.0,0.3147357752354528,0.1634825495508695,0.1380637609112608,0.6213800517464918,0.6558240521088817,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2977649750640977,0.1757920837915031,0.1403191145930817,0.5532957869755591,0.5900345027182241,4.0,0.2756777823010904,0.1741929252650467,0.1437319871765269,0.5557562075033917,0.5465200434240681,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4603075715707285,0.1533605608455693,0.1272564747910364,0.7284612215432396,0.7648855910912001,3.0,0.3611260786427511,0.1671706467715491,0.1302008079051091,0.6235315479016358,0.6668375484164957,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.30914490424005,0.1733052911062474,0.1277794385734731,0.6878976152887075,0.724390605025387,1.0,0.3861927213369155,0.1647516018915434,0.1239879273191859,0.7493485370151944,0.7799947730288287,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0172978945740487,0.2091674626355787,0.1555750837355478,0.711863775617963,0.7490806841525839,2.0,0.0099610393819122,0.1994519918075042,0.1524736417116158,0.7011835128007324,0.7236741586586787,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3954776852970936,0.1622730080019251,0.1190102619541554,0.7246691518106818,0.765319970408554,0.0,0.2885368374180583,0.176950747030805,0.1354789339625415,0.6550015533615715,0.6794861485263961,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4609441328494574,0.152877254648767,0.1212537504643194,0.7117129421760999,0.750887485439007,4.0,0.4564411977874222,0.1562015703307889,0.1192619024238445,0.6992986424410335,0.7525364212670713,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2391516326842839,0.1837788554228837,0.1402187004124361,0.5791561856488784,0.6152789055704763,4.0,0.1448036445139054,0.1865555426594885,0.1433684936781233,0.5425665432979238,0.5595539651267205,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.3403101566813304,0.2444905106833563,0.2104016736242405,0.5663385355473027,0.5907750627064206,2.0,-0.6292016942338077,0.2548609198098379,0.2240439615026722,0.5223409780093806,0.555379089434817,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2625535702737137,0.1771647340411997,0.1372957044069128,0.5344823517021264,0.5620356603752171,0.0,0.1724994558050009,0.1977331325216338,0.1542614649350082,0.5357912467121193,0.54585326953748,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.246434520610851,0.1803844027397593,0.1471066826448209,0.5294467144786976,0.5579173110991655,1.0,0.2797113867903651,0.1793717916650708,0.1475809463837271,0.5613793530375991,0.5726548992802862,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0596736464765209,0.20333303347875,0.1692590864859534,0.6153609246035283,0.6354263159578168,3.0,-0.1453349022137722,0.2203964880695058,0.1812269403316636,0.5530166963945071,0.5893175451998981,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3409031946346047,0.1664477350625139,0.1223219052645163,0.721062703348203,0.7597775585818807,3.0,0.3065290351869784,0.1865782724037092,0.1420139859416951,0.6863554214601948,0.7259458807446423,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4497016441824252,0.1545476303643926,0.1237838995574821,0.701211298930248,0.738605332857339,4.0,0.474817160801857,0.1531873153781086,0.1213977359427095,0.7233254533838009,0.7663309342875906,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4351079297701897,0.1557761037248929,0.1171382169687592,0.7097939144920559,0.7500561804128977,2.0,0.3629463075624354,0.1714583122712817,0.1307486720199056,0.676399026372597,0.7112634527495207,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3252647484750537,0.1732163881086401,0.1266309517163336,0.7161386053061755,0.7566729330096298,1.0,0.2315032739088265,0.1759419853102378,0.133008904835366,0.7048218392218969,0.7241834532856204,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4249010256047107,0.1610857300137655,0.1225239225496152,0.7145081621570533,0.7506617835965577,0.0,0.3349254900166573,0.1584833406732189,0.1245480700123976,0.6208931061887786,0.6327181590339485,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0782223455752484,0.2144846440239804,0.1639505309924461,0.5609271197295412,0.5790552817326474,2.0,-0.0331095240091205,0.2218698315415536,0.1679464046123256,0.561261782914352,0.5858127940171283,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.4100035654469034,0.2531769698198357,0.217550905871992,0.611510684102801,0.6286317876927237,1.0,-0.933894080621839,0.2634822788636323,0.2296357464227076,0.5507018170177159,0.55622009569378,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2970629103417884,0.1746025492809661,0.1404081130010127,0.5471332144681091,0.5665178668157933,3.0,0.3498384862219869,0.1706597058059775,0.1356097587508387,0.5952838885169587,0.6286303995282323,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2185528150181388,0.1856094336225102,0.1413172815622723,0.5766233822236261,0.5949598070158967,4.0,0.1918619495080973,0.1841323254389943,0.137742104155624,0.5594688314796895,0.5764310508892551,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1532853535839096,0.2268574545822249,0.1732536806292373,0.5432548542007658,0.5759365207764351,0.0,-0.1952778965298884,0.2179680001983271,0.167642867348275,0.4860853899748244,0.5158718989988339,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.46787456606699,0.1531983537470734,0.1211950027008823,0.7226019872325677,0.7546002936445457,0.0,0.3787710598863645,0.1611011133181554,0.1258106107860342,0.6528421747206157,0.671622237411711,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1471349763354564,0.1926410176455057,0.1422033676271895,0.7168506630643408,0.7594481628643861,1.0,0.0879975629516878,0.2009053754280998,0.1465748080908109,0.6816122610029884,0.7434260785653973,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3515157329186851,0.1687448153779705,0.1409060964319665,0.7250234827013375,0.758407509706469,3.0,0.304851829282975,0.1719280524503082,0.1440685979249628,0.651517560548331,0.6751437417072091,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3958038734164154,0.1612816116377423,0.121163558812217,0.7122536641902255,0.7418605466988719,4.0,0.409957315130978,0.1649244206915732,0.1220015344594687,0.6953192325697952,0.7499095331912669,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4669087159309867,0.1521297081000056,0.1181543649169401,0.7223342290430438,0.7460749030900776,2.0,0.4459545046903824,0.157262737048574,0.1217311670849842,0.688755969135341,0.7402630908822858,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2446529536288805,0.1785602312208302,0.1474557159507454,0.578622160008903,0.5908188101721112,2.0,0.2507564339385553,0.1922934775211068,0.1622710923979392,0.5972921569247529,0.6765443019312988,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0735156613665659,0.1978257730439779,0.1500380325537129,0.5372252109623442,0.5600069748317942,3.0,0.2503349566501532,0.1922990101705637,0.1508427097320721,0.6315275471199915,0.6328220283328643,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3633308685175062,0.1670625831667049,0.1325193710936341,0.6031129955557321,0.6373437240442882,1.0,0.299431096154095,0.1734673732266431,0.1341683220191424,0.5563655061483899,0.6151977537426453,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2567863359047233,0.182732299671461,0.1401571834804758,0.5728529262372346,0.5999677568796502,0.0,0.1445922978744065,0.1815932987207826,0.1461860346967885,0.4944985456555303,0.4869560264297106,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3612789248361422,0.1678690547823626,0.1311799843446812,0.6029428273309725,0.6315870115425213,4.0,0.3309180353062393,0.1672336185002225,0.1304317731367641,0.5782453850794325,0.5929060619463096,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4364485283670093,0.1580094309187724,0.1251770639574542,0.7170821262920997,0.751782451281935,4.0,0.3694962193353123,0.1597386703431118,0.1235777611675772,0.6906582010336091,0.7267701338908767,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3914914454949842,0.1616472195158554,0.1202307542333885,0.7219273506272758,0.759538649957336,1.0,0.2410362886139954,0.1868863306603776,0.139568276020367,0.6399649884482712,0.6713374344953292,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2472418949811179,0.1797420690972044,0.1329235858680881,0.7069276666523563,0.7433470319304911,3.0,0.2813000410143591,0.1830739441131111,0.1332418708113605,0.7232281209878758,0.7611140149839839,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4531775333766629,0.1556886475319995,0.1267018456952716,0.7154297796111373,0.7530848669881006,2.0,0.3613648425757469,0.161025092334491,0.1333659201528474,0.679006145823221,0.7448601450149437,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3059781552129007,0.1756830700972494,0.1306100904386744,0.6963116972036165,0.7275201316695559,0.0,0.349918010927421,0.1617562366262644,0.1233901533382675,0.7077619009148362,0.7181523327034163,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0561290315328419,0.2165699942904996,0.1811355269152897,0.5720681387047817,0.5967325595672304,2.0,-0.0632855516107913,0.2078247026520847,0.1802844034197465,0.5864957227097745,0.5951442778068164,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3082225578196463,0.1740136939232241,0.138138421146329,0.563518812881594,0.5854019659533286,4.0,0.2921814321734628,0.17478663392545,0.141745769548312,0.5466991688386114,0.5742296918767507,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2623757955883062,0.1808138959607955,0.1470115894105743,0.5224905846152891,0.5538809367322914,0.0,0.3122223077592069,0.1677612700180443,0.1363438173123861,0.5710917167000835,0.5903562381890555,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.2224347154917212,0.2286681172706185,0.1733700764729958,0.5196936498926196,0.5310055004183868,3.0,-0.1843573384411156,0.2360989460947497,0.1769574614130619,0.4362400993798728,0.4368039081661372,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2028544042622456,0.1890101567907309,0.143611307800948,0.5964722079723654,0.6152663178562917,1.0,0.1584981642063166,0.181080884753978,0.1387743885766336,0.5836730121777949,0.6093140605524506,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3899325726866018,0.1630439494260436,0.1347395023559809,0.69871573000193,0.7323344844557208,3.0,0.3942371644332945,0.1630866620150963,0.1374292938628629,0.7513758291857571,0.7672456542425582,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4500307948469013,0.1540814053262632,0.1183261720439746,0.7164846826274014,0.7446642020885289,1.0,0.4205055009777564,0.1626124790809121,0.1319938530649864,0.6878357290005719,0.7435534022221328,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4869651210604273,0.1499737639155929,0.1194894499774009,0.7175996679325518,0.7563725818949463,0.0,0.4642335249370313,0.151242369719352,0.1190115722709083,0.7072184561515804,0.7287034430997278,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4575184678618085,0.1557273494279472,0.127368320927252,0.7120223235385661,0.7422556152038952,2.0,0.4648175619259928,0.1451982700676163,0.1145781945616925,0.7135362261777364,0.7468571160521625,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4213806278556923,0.1607577434788031,0.1274213679263643,0.6946487046613044,0.7323138488586969,4.0,0.4930798271513147,0.1416317733583408,0.1099272704548796,0.7566043277814165,0.807282243040757,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3247449574174034,0.17036528260098,0.1314946855496616,0.604512350861724,0.6462050105293135,2.0,0.2997641322738147,0.180099960946432,0.135829535818979,0.5909683310438562,0.609551954753193,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3452793484786391,0.1696141105531836,0.1384495806206541,0.5969294513813515,0.6168864185786408,4.0,0.3673818425901209,0.1636273669663481,0.127753550852138,0.6266260555299052,0.6767017811909453,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2597246252616462,0.1785203129093459,0.1369647075822948,0.5745621744115879,0.6038136646859934,1.0,0.2892815027086198,0.1810040173340672,0.1360176653006285,0.6068801975494713,0.6428571428571428,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3133028040223206,0.1738006476268616,0.1343838738548115,0.6008098860997388,0.623941832379109,0.0,0.3214096774164822,0.1692017411087541,0.1300598230026516,0.5907158083524486,0.652399715867208,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.272121748818533,0.1783712654075739,0.1342791169279197,0.6242455639779191,0.6553696402905906,3.0,0.152268630344995,0.1917205143613536,0.1443667390942492,0.6188797101817638,0.6746713039282698,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.439993455567547,0.156489910269055,0.1268325342386879,0.7047739371856424,0.744479255550202,2.0,0.4567428037786617,0.1530813664116455,0.1215380117874922,0.7327797870902528,0.7610235481752509,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4542802898461865,0.1548081601324082,0.1242373230690625,0.7072066454043001,0.7432800694181485,3.0,0.4596418083307134,0.151298159643297,0.1192306815133062,0.7204633350015548,0.7469073753903475,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4456930598406756,0.1537469886570863,0.1258933538761699,0.7125164395607528,0.7449756448366127,4.0,0.4360634234214269,0.163533581257439,0.1320823519807724,0.6973139023206965,0.7336121051291328,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4309704819222881,0.1589076521271808,0.1247125265423816,0.6999320452431412,0.7376737904186861,1.0,0.5022579687406176,0.1414741880239075,0.1127344854384485,0.7637243371095357,0.8009931245225362,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4661005480016723,0.1533412414749761,0.1231500304459898,0.7104536170337221,0.7443770061669482,0.0,0.3946155052206289,0.1590334091654224,0.1293607435190401,0.6578073423454447,0.7268706525672469,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2644429687936753,0.1781926051267048,0.1470276695704416,0.5900172901954153,0.6183654234063387,2.0,0.2152213982658382,0.1889400774139939,0.161861610753043,0.5482445864273051,0.5682186750298205,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2428281601460555,0.1823159207610887,0.14081847232974,0.57660816493923,0.5969621821731143,3.0,0.1836001811750641,0.1866111883760195,0.144124507362462,0.4890151362530657,0.4994639003926929,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0064638905546605,0.2132818612546374,0.1816670261211642,0.582753533604794,0.6190241116633427,0.0,-0.1717692227009344,0.2094941693343879,0.176898882152255,0.6374509455413131,0.6603105356975325,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2951801349714928,0.178719283960278,0.1349013438317653,0.5895925071606574,0.6196454494897334,4.0,0.2296955184726953,0.1688287512470898,0.1270658271274683,0.5174404045127196,0.5482556659027247,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1978465885401285,0.1873824783149249,0.141468733533911,0.5799694450576756,0.6105592349971473,1.0,0.2562378330275208,0.1791417373532975,0.1371073853149098,0.634574991724141,0.6457922882071488,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4492440914486122,0.1532617492224105,0.1255897641681741,0.7131674589892352,0.7488820149422359,3.0,0.4406126194170012,0.1623213203072266,0.1285454550793128,0.6951394660619599,0.7348384329808477,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4106772866802616,0.1609894613234661,0.1348799787671641,0.7166727868129424,0.7539679157737472,0.0,0.4037902784556656,0.1577458079103543,0.1264697641920526,0.692726355036281,0.7452890247007893,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.406779696319974,0.1623417373443579,0.1341221064152477,0.7095581689066393,0.7498956354680515,2.0,0.4091364242956715,0.1547033031182133,0.1249296205886087,0.709460306330555,0.7260665031562863,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4454251906432803,0.1550235453967268,0.1234063883321026,0.7130929793542335,0.7512198217290773,1.0,0.4066952683989179,0.1616043121842176,0.1312457519508155,0.689884407149927,0.7200554863093562,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4343332654358808,0.1580334807174724,0.1199854425828574,0.7105316836833044,0.7448871697143724,4.0,0.422081164444836,0.1551891799174897,0.116851514317892,0.7071690121194807,0.7501038692989157,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.329058717496589,0.1742720815398531,0.1347021398052666,0.6001360928418493,0.6334002614530144,0.0,0.3382872903075752,0.1568222241600458,0.1211526614847806,0.5966146293983791,0.6200327020760457,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0716498644859464,0.2036625336468429,0.1695196860795708,0.5712747213883611,0.608064700850909,1.0,0.1471884875373238,0.1835881715117738,0.1547501803099357,0.6444138107838748,0.6517329419806199,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1833320793449651,0.1857978895601025,0.1395436116338979,0.6117733461967128,0.6459651217139102,3.0,0.1968988965439613,0.1988473239256454,0.1461131363225167,0.5821167143258711,0.613703376087277,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3778633747429872,0.1612612146262952,0.1255280823534911,0.63564852103224,0.6676800636401813,2.0,0.2938777122173514,0.1898604408961856,0.1451497218227875,0.585407121336784,0.6373252650342434,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3826123788074863,0.1645886676716072,0.1282624007246995,0.6188136236090032,0.6486515153234785,4.0,0.3039576562214511,0.1696501723120459,0.135067670554983,0.5806460151650047,0.5697834157586479,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3861710116081865,0.1617189470965176,0.1212155729093328,0.7243699301863566,0.7539283470164538,3.0,0.2965490418101775,0.1834260865197284,0.1338147905117557,0.6684571439342584,0.7153445110101456,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4507300012054799,0.1559364740935685,0.1211538616645369,0.7110452572500906,0.7494066234075768,4.0,0.4596403179940923,0.1487232444325902,0.1187770485135882,0.7324225842581846,0.7587250211089219,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4882219758218808,0.1501292496985223,0.1198767600995411,0.7181448947222979,0.7554496129722795,1.0,0.472395124376569,0.1464982522615548,0.1188259274550719,0.738551354342727,0.7905023253320466,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4520522340345024,0.1547897401668974,0.1241642466436789,0.7027593686427376,0.7400498246490144,2.0,0.470038968947543,0.1515976721017865,0.1246542048471102,0.7193971431470054,0.7606817846755927,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2708750433617004,0.1783621032100044,0.1503704784563096,0.711040339368413,0.7547427308530036,0.0,0.2681525797726786,0.178655691215019,0.1461594899796869,0.6800489270224537,0.712546741184512,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2277635977625114,0.1823657570252472,0.1380881004034493,0.5959582233339764,0.6220857120157987,4.0,0.1912248645275793,0.1928133853165624,0.1477674572449231,0.5882737211899922,0.6288615924838834,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3607000547224034,0.1667816449692926,0.1374427021912198,0.6190004027123706,0.6426556362522042,1.0,0.3367724895633953,0.1713477410198838,0.1325410652038799,0.5939767135595625,0.629149746022811,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3088669490455175,0.1760570116963371,0.1392163012152585,0.5585069958590558,0.5885250603849158,2.0,0.3295882285955609,0.1610570428538201,0.1281514432365225,0.5772018016005844,0.58018709876295,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3640133725633554,0.1651234103278222,0.1357316141582134,0.6168095316339074,0.6352430202672518,3.0,0.2437753578463837,0.1875277912463422,0.1500440624631396,0.4948758444274395,0.5277364534330478,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3324268583222198,0.1728177858381317,0.1414336447662377,0.6029500567581705,0.6264175881320555,0.0,0.1030994208724342,0.1791268546262592,0.153068156036863,0.5691112864728334,0.6090125045233404,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4558396096855535,0.1559702651219636,0.1260994235325941,0.7108701771261201,0.7540984875139162,3.0,0.4353029398308642,0.1491106769665716,0.1239504245554122,0.7140045568298994,0.7439052175894281,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4478828534681348,0.1529508781583881,0.1177396965813097,0.7142200184273586,0.7441806584612656,1.0,0.4136472707480875,0.169230993762349,0.1295426449613899,0.6935302314070457,0.7678387144331416,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2669716204905545,0.1809908114366009,0.1332368749329301,0.7130400998953651,0.7443698868859749,0.0,0.2456797263979032,0.1726637959102321,0.1297678436593536,0.7136628630138117,0.7409399166365109,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4420065011971971,0.1570611402180514,0.1223143856917101,0.7033800979638085,0.7383318596077793,2.0,0.4718385473117709,0.1479778680149437,0.1151160994828322,0.7214220047644732,0.7551901143232412,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4400667600333942,0.1596512071716943,0.1221180907781735,0.7132140607681636,0.7552403582752356,4.0,0.4472447859554571,0.1395172946046436,0.1112923686998824,0.6780102411178428,0.7080904131987722,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.319383057349286,0.1710834201366158,0.1308931357458485,0.6263354873936887,0.6426760139042653,2.0,0.2439443464338515,0.1870274418251783,0.1377945809200235,0.578935278368506,0.6057657512765872,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1010241560769769,0.2013036967841612,0.1517141809022205,0.5801691560063611,0.6117773542894701,3.0,0.2735325806948374,0.1636629568700649,0.1217760335715855,0.6413269372047254,0.664669695629448,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3461023522023541,0.1679523700505172,0.1367711992756816,0.609968289693406,0.6303493916110109,0.0,0.4020468056878181,0.1652104383780061,0.1322883882981339,0.6477858030456639,0.6852157130794901,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.168048419832027,0.1904429108791629,0.1433029046579268,0.5704769373955668,0.5973704058712401,1.0,0.181502914718399,0.1893104171748411,0.1420481653135588,0.5844299493179298,0.6367422567112968,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.255214091527026,0.1826934895775435,0.1498093262967095,0.6364351308156457,0.6750574443432155,4.0,0.1589538228254742,0.1811564215212674,0.152416515121635,0.5626790242411392,0.5681617144465441,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4103555879656581,0.1583552257716272,0.1301231540562645,0.7110372311200112,0.7456604371238519,3.0,0.3906442172494544,0.1709806587816103,0.1416369877597861,0.7082673748911998,0.7593415356573251,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1434699267618187,0.1956931641708908,0.143664865075212,0.6959572430868244,0.7418264979637825,4.0,0.057810276116721,0.19267706258502,0.1447225753860146,0.7323052136703695,0.7694604157452454,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4468247578901638,0.1541624993134789,0.1198826910608502,0.7209303002239661,0.7607887544250459,1.0,0.4243835956281421,0.1632189748007886,0.1236678142776499,0.6972823793943247,0.714905579456663,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4470275699501801,0.1567611837909348,0.1210382143941653,0.7120120723114962,0.7590236370446112,0.0,0.4007485435819862,0.1547381717855702,0.1176473706397186,0.686996549756743,0.7054936807258788,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2674281389120827,0.1799141165086996,0.1513518785606903,0.6959880065203498,0.7275100366385026,2.0,0.2999797980889357,0.1699456327249505,0.1440513151050264,0.7620623166727384,0.7810334660179861,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3380704481266662,0.1674399611475346,0.1286298440772213,0.6173195414834771,0.6444632113735158,1.0,0.3448039795528983,0.1764813142642746,0.1318606086545227,0.599411186247162,0.6460167799177087,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1279988108960411,0.1962985873642419,0.1477154817082281,0.5168856125173371,0.5443263973652471,4.0,0.1638153866909194,0.1860223684281368,0.1424664745657541,0.5428890680000842,0.5543303445780225,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1136035089721052,0.1956879502630938,0.1474130293611386,0.6158272912262892,0.6496386191071185,2.0,-0.1338654721730505,0.223754430180189,0.1729714950138102,0.5507118965177278,0.5535731038827014,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1300603232337581,0.1980388713466365,0.1665276245423483,0.5961244091980067,0.6268399472141428,3.0,-0.1284201223882723,0.2069306315439298,0.175606028592416,0.4840919812077824,0.5095258198973369,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3046858937857409,0.1773291602912771,0.142270973752526,0.561077059651452,0.5854158433923272,0.0,0.3140897085804112,0.1558658719850121,0.1248024384571501,0.5725376848264667,0.5835410719311648,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2458148728962622,0.1811262658808234,0.1331492850634167,0.6992341215072835,0.7391465013892916,3.0,0.3381460338933039,0.1704627298879632,0.1260021646051245,0.7521758810727807,0.7582927908005307,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4023927873683226,0.1599578512634149,0.133248702419021,0.7031394806091131,0.746936439265827,1.0,0.4538866568220334,0.1585793826462043,0.1292085119074583,0.7348071740887465,0.7699362041467304,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4554037920240638,0.1524245732687551,0.1218540711493164,0.7002432415939217,0.7391511959876147,4.0,0.4278131392684212,0.1646819036329633,0.1232199582951892,0.6887091412279989,0.7316385884497337,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4600026048129804,0.1544343382296877,0.12323152064759,0.7081989298527002,0.7368374812602986,0.0,0.436147473554499,0.1531515215848576,0.1217714319105737,0.7127554709937667,0.720330237358101,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4283814349536753,0.1607028231591057,0.131987929708962,0.7163859057242079,0.7610719264052069,2.0,0.3769373166355457,0.152971929445643,0.1259674964658592,0.6877825978993604,0.7099098012410705,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3276289154148022,0.1692999751414959,0.1339761126240491,0.5786166852435107,0.6013353810724115,0.0,0.2907732004120351,0.184142390477305,0.1468626243645459,0.5450497388210885,0.5674413305992253,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3265668667977827,0.1749188796168092,0.1417182559426659,0.584509605019212,0.6221385391441799,2.0,0.3451216294004168,0.1539184103664298,0.1280488078214012,0.6209548580925239,0.6438154209052042,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1085334950666507,0.1948012571408903,0.1460919156380938,0.6043194418825422,0.6306933354244073,3.0,-0.0285964815025656,0.2205910001556549,0.1746308900090439,0.5868993390575373,0.5909526490021845,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2935572836921689,0.1760079417030781,0.1395091278249068,0.5565641796165387,0.5782864509765281,1.0,0.3978104609030933,0.1607074956205805,0.1225615575693414,0.6521468761375484,0.6765409513087531,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2353111805290618,0.1848066719524539,0.1399638901264188,0.6095168223641803,0.6359775959323112,4.0,0.3504412029862563,0.1595880201744124,0.1235905603318189,0.6779454057476514,0.7023809523809523,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3378742620146254,0.1705769474947694,0.1258280297069137,0.6912064234143545,0.7369694459032665,1.0,0.4139287502484688,0.1578640184798081,0.1188670506901719,0.7725593417412677,0.7964898878211571,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4560297487405453,0.1566185809810655,0.1178885611344091,0.7118884870139145,0.751284927037688,0.0,0.4370954839691775,0.144546711041188,0.1108703106736071,0.6742850176065149,0.7058387948480827,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3053271476341739,0.1744190861172437,0.1280715465074968,0.698537268824089,0.7320896946860244,4.0,0.3590918520715396,0.1659999405150782,0.1270766008882829,0.7636426108326222,0.7850609143178802,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4628458724335883,0.1556836210976978,0.1160187771198768,0.7154627607976769,0.7610297266092929,3.0,0.4927650613790706,0.1373500970614295,0.10947045323009,0.7186950908478993,0.7251919906718668,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4606952582114897,0.1551142566761175,0.1257784182881489,0.7162430084942975,0.7564645650686804,2.0,0.4400251490956132,0.1492004405374471,0.1219312612999127,0.7081208486004178,0.7139406001635102,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3011537254741139,0.1759936034565166,0.1387063879269236,0.5520056711334982,0.5774414748673906,1.0,0.35393377226774,0.1627470439987395,0.1311481478938519,0.6043477033993248,0.618411000763942,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3370821840578487,0.1731279722878745,0.1392352509374313,0.5955385491413402,0.6179993995041266,3.0,0.2438910310337138,0.1678927499980283,0.1379635643299479,0.566235626096702,0.5633736748287832,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.195554595349927,0.1819626859202761,0.1502990122040426,0.4911108783480284,0.5223148703207495,0.0,0.2271940297855341,0.2021929769825432,0.1627269019940461,0.4818849690234598,0.5371081446932839,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3066739651469297,0.1751889341781268,0.1425711988261397,0.5739925986813831,0.61080092942729,2.0,0.3582717373783142,0.1615882643294588,0.1313825212187699,0.6017553762013996,0.6039262594990148,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1940346592747901,0.1852592460880558,0.1419557133592405,0.569631689520105,0.6063712921701323,4.0,0.0435209586564419,0.2132877272678069,0.163485783265668,0.55169366202045,0.548798466755123,4.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.458548278389069,0.1537690341856482,0.1220294409943841,0.7206587350767886,0.7604597714194918,1.0,0.4594188146349591,0.1535732757262707,0.1160133315220463,0.7019666092815153,0.7359642421561925,1.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4294096591009926,0.1587357717102717,0.1312025856900823,0.7136253313490194,0.7492559835493022,0.0,0.4322047017541591,0.1536699603764571,0.1264648473763044,0.7084307117424058,0.7526369399434414,0.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4600385260899304,0.1532371839356022,0.1198733882513925,0.7158751123798297,0.7564765337149544,3.0,0.4315430645646206,0.1586306213739089,0.1245503119227957,0.691397972591504,0.7163496977738463,3.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4613276464267132,0.1527483318112321,0.1205673129182379,0.7023933459501828,0.7378055487056838,2.0,0.437154754915298,0.1589807185939985,0.1258748900459306,0.6863824473264968,0.714074625065337,2.0
random,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4419503621507623,0.1567155118739448,0.1293956028540615,0.7216096907614902,0.7573476138543273,4.0,0.4009221690254358,0.1590427410527334,0.1269789057068863,0.6738010469409609,0.7002566576869982,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0754905806926227,0.2035107685316199,0.1655383439812624,0.3194445555096133,0.3215969579002867,1.0,-0.0251880920519489,0.1997362116798769,0.1641691899547741,0.1981551061537681,0.1801763767708039,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0501276153497469,0.2139038250856778,0.1815723047932075,0.1292145042156459,0.128246366329309,4.0,0.0527565141737994,0.2041765422344224,0.1668941380609308,0.269598793250967,0.2668167745567126,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0202224457403513,0.2069272821366966,0.1721920475620776,0.222286606608912,0.2395007630012,2.0,0.0046994667984356,0.2028115576282578,0.1707256687684616,0.2302838725448168,0.2344229557851848,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0319018670846839,0.2084626195874235,0.1710439261644071,0.2404736491118288,0.2500750619841746,3.0,0.0060237347086181,0.1961888263252505,0.1534562025073109,0.221120231588034,0.263998900995805,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.023202730557831,0.2107505727445641,0.1749083393315592,0.2507993839502727,0.2562806794100165,0.0,0.1228020200964702,0.1979396064785828,0.1639630018650032,0.3774740670343975,0.3807882004476431,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1578342911371471,0.1943003525832267,0.1621008235248815,0.4493176686799723,0.4972717350111931,0.0,0.0783359626911983,0.1887506559490917,0.1494128314343328,0.323249088647717,0.3916155040356065,0.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1728527925878615,0.1885727179176162,0.1544782394153277,0.4485463780998762,0.463360329830372,4.0,0.1635589748178514,0.1969113767329444,0.1610042440030873,0.4264374274359862,0.4247581808193226,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1198526392005465,0.1917977658418585,0.157139444938729,0.4267416943981211,0.4605954459720892,3.0,0.1514755100518778,0.2074433028867224,0.1735589993160689,0.4677087616799765,0.4328240334617949,3.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0635408834319473,0.2162310521443789,0.1694273407095902,0.4151051591090984,0.4561525741800988,1.0,-0.0600397063412654,0.212126577778737,0.1677704130158273,0.424084876917389,0.4459237793946964,1.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0560473331871025,0.2116061807987803,0.1660392720869497,0.4421519544638302,0.4327263828346958,2.0,-0.0128920364860365,0.2217184327867622,0.1708805250643972,0.3831104970663401,0.4293535713674301,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0538422427712799,0.2167522605495831,0.1791598192244163,0.2760457967951736,0.274556566814452,4.0,-0.1556861066145047,0.214421236974289,0.1764087541847025,0.2168053191523016,0.1988560974629086,4.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1763716194711102,0.22510703128606,0.1793596708132709,0.2641162080379971,0.2600462856441247,2.0,-0.1315875557156682,0.2277310509259781,0.1842303987990661,0.2234356176542785,0.2136055379089435,2.0
random,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0216377352259892,0.2043322340084584,0.1725875266072282,0.2942009781170032,0.2831628489092539,0.0,-0.1145038819369237,0.2303011297238293,0.1928647485481998,0.1404381211352748,0.159466178816024,0.0
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random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6069581861771858,1.3497409544581602,0.9920843448957952,0.7976653080329119,0.7930767155677446,4.0,0.4257530775719336,1.7089753547702506,1.2702438440326853,0.6819292889800788,0.687818519031661,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6258954207410106,1.3335320454511486,1.0127987809111485,0.7931851191596875,0.7871713459616915,2.0,0.5492408574662782,1.4431455942168454,1.1257128977012156,0.7427543080319229,0.7298202224500747,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.605206094811632,1.3619557863041185,1.012042824041385,0.7834793562781985,0.7797431460277902,3.0,0.44927254716059,1.6328030367042246,1.2456000954738875,0.6808819163699438,0.6928295366139012,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.654997926251762,1.282310374113431,1.0004509846522258,0.816448788887775,0.8029393656377446,1.0,0.4146579151597872,1.633432584191475,1.278821288193031,0.6687577679588194,0.6905058471426969,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.519064581144089,1.5056787003791117,1.0944557181344583,0.7770576935738799,0.7818161797405705,0.0,0.3488503892166293,1.7614029687452295,1.32499133133056,0.6730385181364168,0.6709433876178404,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5848646185359787,1.4086714316327562,1.13426015213514,0.8061579794968945,0.8007343950590323,1.0,0.3821497476059442,1.669970612413983,1.3356039547332748,0.6746580302109508,0.6764740116080623,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6662752389329373,1.2711495662561776,0.9725032276602892,0.8168897602472907,0.8060177175999896,2.0,0.419519720575596,1.5687340833537562,1.1700987713966036,0.6677403108008744,0.6843276950071083,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6067104425886519,1.373965685403811,1.0101676472410177,0.8075572800364689,0.79286844673885,0.0,0.3746006042587918,1.665109662401455,1.2144545592535938,0.6500623424309242,0.6649544033174951,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.7012085268819472,1.1837753803656106,0.9077040721839056,0.8405664363684369,0.8167725819586764,4.0,0.4943983192411162,1.56385461733564,1.155672083186173,0.7080340716917809,0.7228405991825545,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6415759175755626,1.291668458323324,1.0206423767484152,0.826558440593787,0.8148567788344082,3.0,0.4088360241022767,1.7199173092331914,1.3117407488137545,0.6943848641838715,0.709557567701699,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5833602510270903,1.4002932013325582,1.0825856041144102,0.7699846742671331,0.7586192644060001,1.0,0.4413403138228308,1.6378803142479683,1.2529436450841736,0.6711445092218773,0.6869203048631409,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.6293106787749924,1.310047848168514,1.005175628481576,0.7975837122885799,0.7808297778759223,0.0,0.3775864134640103,1.7813675400195197,1.3332874459162876,0.6355607871963641,0.6423287717655558,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.6572471372701423,1.2787085549213113,0.9610051881273588,0.8107510389066983,0.8001558397704971,3.0,0.4478797032609616,1.5840991788750476,1.1775245921537127,0.680872214915702,0.6958421265346771,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.454376029673708,1.62557576369458,1.1719855226480809,0.795071160082208,0.7903477651889305,2.0,0.2038420234629885,1.841899362431924,1.3572282204920811,0.6657729801111266,0.6810324207450654,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.62784147086187,1.3199712084795223,1.0513524510004582,0.8046265112587145,0.7938026877297517,4.0,0.4862430429958444,1.5880114221254082,1.2488483610033254,0.7018300815796794,0.7023097166198933,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6477691191125536,1.2971404826578754,0.992746727149456,0.8124815899277882,0.8051511292620233,1.0,0.5297461863008355,1.45847372141947,1.1118665075032863,0.7282134125756918,0.7223931540805872,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6456715437821408,1.2983854511975614,0.9701981253348864,0.8043750912058432,0.7987807527883581,3.0,0.5295942241253186,1.471258517234394,1.1330170472605765,0.7294496709827119,0.7294113276397398,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6327493189275186,1.3056106508071028,0.9382949035175336,0.8057523961085987,0.7944351210117668,0.0,0.4588014586664399,1.6525489463624214,1.214305002984325,0.6965552049664923,0.708557705707882,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6288324415936338,1.3228358225643089,1.020462034245332,0.8060728006157356,0.8028354258568139,2.0,0.4825651351003486,1.570469680282164,1.1969173516336162,0.720659256235372,0.7292031411125344,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6177137316266972,1.3437869607448278,1.005445963797661,0.788583545437339,0.7830722467465644,4.0,0.4550923502004729,1.6071335367812982,1.1972504508905342,0.6843726634087435,0.6878188478881412,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6182239238602512,1.3575112464268182,1.034304890361352,0.7983062154516596,0.7963866873633682,0.0,0.4395479190555673,1.5469259911552762,1.1579385687744348,0.6686769851381176,0.7031153071392059,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6436993624450962,1.301685765184581,0.9625619649480528,0.8031666736203266,0.8009077570356339,1.0,0.5247681509947606,1.4785912270567676,1.130510700199403,0.7261169964139579,0.7249055237593818,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5501104528008862,1.447568613929663,1.0494046359490126,0.783430900044767,0.7665833998577618,2.0,0.3360998818169483,1.8196289715568457,1.3296363815910028,0.6569776848615443,0.6711216932232962,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5892893540188224,1.3832830927823896,1.0478812446349706,0.7692326077221314,0.7620233647695456,3.0,0.5203037746525656,1.5482021180514849,1.1782076701338289,0.7243295363572592,0.7145570279129364,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5923070311571508,1.3824996855073384,1.0701822596444532,0.7716960413164053,0.7714493343030683,4.0,0.5331464332608309,1.509737376970239,1.1677064313352474,0.7342318967415009,0.7436992852675611,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5863511300161186,1.4042256373637256,1.116248050744717,0.7906211816690698,0.7860507836056385,2.0,0.4239465494602615,1.620781706196191,1.2724416363043465,0.69458829512001,0.6962921285021573,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5753830638590562,1.411626339867852,1.0356492533630286,0.8111855008242812,0.8044274831877968,4.0,0.4545045184441731,1.6284290487244355,1.146385421016439,0.7262075856108132,0.7271073156170411,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6617507629944168,1.275411927312038,0.9212325707937662,0.8177842900347294,0.8039750606997255,1.0,0.4095179985658004,1.6105555859411622,1.1597842765815205,0.6625959015959617,0.6931978753203654,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6515404124805427,1.2923109544963756,0.998321385100866,0.817556468797875,0.8093899405924544,0.0,0.4555910491755659,1.558815404806529,1.1943216630137188,0.6928743659902034,0.7058796757540926,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5339318272953426,1.4801454771580729,1.0892916683776257,0.7893580382999319,0.7901589447524925,3.0,0.4419781201070109,1.639636446667362,1.1861659417950092,0.7081273121559213,0.715864292102178,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3533592542306126,1.7595527644061977,1.360196897586187,0.703137113646239,0.7068129233189241,0.0,0.3753423217573391,1.6734338532181918,1.2977087497711182,0.697190773742802,0.7036855498123515,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4956818622391868,1.5529293350066868,1.234460395650986,0.7091175786079349,0.7134136099003078,2.0,0.4787585999287738,1.5321687932668533,1.2212491320633545,0.6968997152668452,0.7053623097621546,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4885121384158509,1.560109738604527,1.1850120946115408,0.7310917712662237,0.7295093804413377,3.0,0.4620883137411613,1.5708711983767605,1.180335255909627,0.710444293270323,0.7183130580432562,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4011015583832334,1.6860643077494546,1.3753344702873471,0.6720223152040051,0.6908592666690256,1.0,0.2987690652525925,1.798147291223569,1.4905245487694867,0.6264925354249242,0.6566318785189299,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5173081457192596,1.5128725528297498,1.17741280779147,0.7256744943439437,0.7324147211404968,4.0,0.5037215298450429,1.5219215470485543,1.1795102368229406,0.7215353330873664,0.7130411305006314,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5112200582070758,1.5342894199241723,1.2204029618776762,0.7510615014850547,0.7497105777245676,2.0,0.3827394710030953,1.6416570677674274,1.287835048331862,0.6831765931123259,0.6929409406099238,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5189513808715764,1.504812236966481,1.1583638789867745,0.7330321877958897,0.7372148329333442,1.0,0.4765713896142293,1.5860064490364223,1.203595932075865,0.7010686474292824,0.7253831505124438,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5372730579753967,1.4774866591258566,1.1633921968019925,0.7606364590970647,0.7619922818874079,3.0,0.4702328772735371,1.5885583707726465,1.2629664931331572,0.7078349149365781,0.7160680502888895,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.490181793539477,1.5471551931963372,1.152340102310364,0.744710395945434,0.7446988996592424,0.0,0.4441494149195124,1.6422634543070849,1.2328530564690028,0.7246529431246262,0.7386904991063333,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5647072458091466,1.4269296981154496,1.0909541418957405,0.7617686513721054,0.760843600636912,4.0,0.5002615872776747,1.5687071924473892,1.1642329722214528,0.7266876359980174,0.7311319752319175,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5410485482212712,1.483268621486737,1.117818570255469,0.7387274849666001,0.7398928434976301,4.0,0.4746750821977411,1.528304806025765,1.1493459783601565,0.6927102025796462,0.7019787888383463,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4715121082386927,1.5815176788248575,1.269046289756512,0.7143497497785148,0.7250420381909145,3.0,0.4190436411808382,1.6530846756110578,1.311154226349854,0.6716033928810243,0.6756098757906076,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4882886786674578,1.5622025844025196,1.232822774492013,0.713360719884886,0.7164374087998099,0.0,0.4825645857640225,1.533319789985897,1.2205728227291754,0.7044461068140957,0.6963114604257499,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5080957421967845,1.5248386525861868,1.2208803793940788,0.7249243315028162,0.7292651470498185,2.0,0.4871913275152961,1.557068410495822,1.2621661200660454,0.7082062580581412,0.7121269975401768,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5242940498898478,1.5067200409541832,1.154072539877051,0.7241275248263084,0.7244038681958314,1.0,0.5220559714853369,1.473726736525212,1.145593587699245,0.7245340406043635,0.7295340123216927,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4350615585508959,1.6271769284057536,1.2566130976035044,0.7426202107059603,0.7463071147606373,2.0,0.3347771821881795,1.798359103537517,1.3837355260853894,0.668044175040324,0.6600907185679399,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.542454436210513,1.459420676948419,1.142880923835895,0.740109934266066,0.7407309321174107,1.0,0.4942193911477806,1.5917209288776746,1.2338231600346752,0.7060343206356922,0.718969874397104,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4809539526776707,1.5656874380088293,1.2309977098000355,0.7217904605471904,0.7202411815359597,3.0,0.5086851323302771,1.5250782840374555,1.2043694708748764,0.7417328852655797,0.7511376719860926,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5356862823169363,1.479159486432338,1.1323739452564563,0.7367080783032252,0.7406037245239897,0.0,0.5489970721213182,1.468263648249104,1.112218771539093,0.7449983738146926,0.7514973336804848,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4789869837744434,1.5654186990810282,1.1918425659415048,0.726801278542305,0.7315429595402632,4.0,0.4686940952190412,1.6005198500485154,1.2269881005404666,0.7285183821643789,0.7160883304849479,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4895066997046147,1.5475881749992997,1.2266232503377474,0.7181039944204161,0.7304992982188103,0.0,0.4867101298989531,1.5808529779960427,1.2468467521532849,0.7137764191475743,0.7003154265715904,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5141636338667408,1.5107941566683207,1.1563996822816822,0.7218053016173308,0.7170963524301741,4.0,0.4607125680427539,1.6156356635679905,1.2081930648489594,0.6885466664059618,0.6988318675390262,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3823379346840021,1.6959793885517396,1.2516410355993477,0.7127588401731554,0.7155518182752719,1.0,0.4351533960764621,1.6811384345609817,1.252384055862911,0.7483717807449853,0.7585737320806647,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.51439257755529,1.528351368128442,1.203971311419438,0.7379609890532832,0.7445473425626151,3.0,0.42130040082,1.593760262634547,1.2341921680761805,0.6881315617152355,0.6972116187762621,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5250025552095707,1.5072986405422326,1.127712616947217,0.7274640486172067,0.7288767415366433,2.0,0.4292341672611627,1.6015132851448908,1.204376567438153,0.666501792249099,0.6871340534665653,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.579114047346649,1.411654574254212,1.057656054481482,0.763392972080579,0.7576206851362901,3.0,0.4712349295466301,1.5756820554942694,1.158987576206974,0.6990385094581144,0.7267876100221093,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5513055402146857,1.4694851690858124,1.15653342797206,0.7486054943068614,0.7502532677058814,0.0,0.5575001889483914,1.3925560109538166,1.1007512318892156,0.7507456497678262,0.7541416252501673,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5475584503568103,1.4555209464221894,1.099873160647276,0.7545534186031468,0.750605644114258,4.0,0.5040412411813439,1.557568479319399,1.1746625585100965,0.7314113006914285,0.7397379984004517,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4884819382142656,1.5575322338725863,1.1372565279270594,0.7318052878960086,0.7293568960256861,2.0,0.5089667849998345,1.5133923884499074,1.1039946740168076,0.7448787819058507,0.7501308576373245,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5583301726652691,1.4515296275801697,1.1277323187314547,0.7504923500850038,0.7511227875591765,1.0,0.5322139618642617,1.4591689765042546,1.1092864292113442,0.7312060236218185,0.7236055104711183,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4841846771825149,1.556232511752352,1.2053871232175677,0.7169172983462883,0.7268114301572788,1.0,0.5146537934086998,1.5347269678074509,1.2032057184657154,0.7357639100507237,0.7377067557623079,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5121323164279835,1.5195980622602172,1.122072629538866,0.7246563642826209,0.7297056858182177,0.0,0.4756522052690913,1.569306459946317,1.1670889405407454,0.7066990817548013,0.7098056310305509,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5065046301160385,1.5072049335818931,1.1268151475833013,0.7523648119889047,0.7467456836137526,3.0,0.4055311776128033,1.7578873950604748,1.295621799767874,0.6942213869215507,0.7096829129972414,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.465196371127976,1.6026291307038234,1.2157456460604683,0.7271405927660104,0.726881541862945,2.0,0.4680303610628645,1.5295867184808194,1.171981631191084,0.7233839686149095,0.7251911849113899,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5082238788617679,1.535576496152968,1.1871853973468145,0.7132315344103383,0.7121851138545742,4.0,0.5215957102341406,1.4599440253500875,1.1292602629754578,0.722237529320053,0.7389427155566741,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5371526709831838,1.478224222283573,1.1634374853624747,0.7512972179252286,0.7591567511718571,1.0,0.5059355028292399,1.5312266203046736,1.2403131446799214,0.7282842975048266,0.7202516906081242,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5450946016757514,1.4635604704739715,1.123085206021101,0.7465595715533236,0.7506738158663695,0.0,0.483876145021848,1.5736787592264037,1.170428114811253,0.7050789596670438,0.7122606354228872,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.515603952329061,1.515088928786499,1.11618483270017,0.7368771386904464,0.738768390101138,3.0,0.4502837940603589,1.6030957973422413,1.1792218699110424,0.6907274149633107,0.6921280425587222,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.503800651128741,1.5330843908303204,1.2031405138510924,0.7378608430345561,0.7388547041797728,4.0,0.4958808513746072,1.5348277432071458,1.229401130267482,0.7300234126118365,0.740496554806448,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5561093954194494,1.4540358281504016,1.133836207066018,0.7495924547764689,0.7513080396973189,2.0,0.5051298118853351,1.5012794303398185,1.1680285686462566,0.7116802525292862,0.708253779850662,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4818047639882512,1.561916420199643,1.287264978152055,0.7255667395138699,0.7323006480126877,2.0,0.421752543000389,1.6646236622832924,1.3451167227551188,0.6714598674972453,0.6719137976949326,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5149015201925613,1.5179353451806334,1.2056305087147614,0.7296821332864996,0.7339339769694072,0.0,0.482995804239905,1.5472777597715084,1.2303311438806492,0.7109204201547109,0.7300449907761766,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4793573404183138,1.5709872896474653,1.2161838211463047,0.7117591111059794,0.7118944423480602,3.0,0.4582327656808762,1.591250653035804,1.240220248515601,0.7055203850536658,0.725125223249089,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4867770517325736,1.548581407731569,1.262054547254856,0.7220527629110853,0.7253909961058371,4.0,0.4183635860357824,1.6958741817156364,1.3637572572216603,0.6689922966243842,0.6800638425995307,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4807360362516244,1.5530133590341926,1.241946257612644,0.7106232003468929,0.7173236616310003,1.0,0.51293624329162,1.568922332302548,1.2336593641453946,0.7263639128801478,0.7409884417860187,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5468345403816435,1.449941449038318,1.1182489841144818,0.7645434765107969,0.7649864044883486,0.0,0.4507649062466854,1.6693369023423728,1.289207549524748,0.6978073592525019,0.6925472808025538,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5772064097140657,1.4221869561182146,1.091267701196365,0.761826045418627,0.7659585829413418,4.0,0.5191915326874156,1.4688853497023746,1.1173857467620034,0.7219858887012366,0.7115892335561469,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5320451286796197,1.4876255095094642,1.16116892379828,0.7302771673104671,0.7318451796575726,1.0,0.5399219460710282,1.4726420959658637,1.1640339741594248,0.738822991927168,0.7471861801101778,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4914013371462882,1.550877728145537,1.195472976061014,0.735197747607276,0.7369170580724141,2.0,0.4418326920352177,1.6211944425164757,1.290569221459375,0.7057604569996081,0.692865803381481,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5183321153664686,1.503056871217989,1.1965519724442408,0.7321898213479232,0.7408763442018627,3.0,0.4995625269545608,1.5609466319841556,1.2130443660630337,0.7137932123926716,0.7081905912842216,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4971990587256515,1.544081619822088,1.180363363854778,0.7087160152803567,0.7184450514942807,2.0,0.5095885578158175,1.5129478883066605,1.1594279678710555,0.7159344513908623,0.708000081457134,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5171717532462015,1.5199523876152026,1.1995595258627183,0.7238614915263417,0.7298173540331243,4.0,0.4548626095807905,1.56406218130135,1.2188650947025914,0.6841705001318594,0.6900568978232302,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5149867493252954,1.5179514028731107,1.2219179704174017,0.7243105724059393,0.7337768873804027,1.0,0.4779613874025495,1.550041669638985,1.2381992205151298,0.7050641542182761,0.6966695281257249,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5068891921892538,1.5350638840861337,1.2367959268887838,0.7189300385671394,0.72210065854252,0.0,0.4548621110859434,1.568351140448056,1.2859034917682592,0.6839759712895009,0.690580769557108,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5240099427602856,1.51685622864542,1.1996555580428014,0.7262104020353403,0.7262541567349038,3.0,0.4554499744024026,1.5258923566573233,1.1797372884818906,0.6858293428505071,0.6939929171200593,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5095455292754901,1.5194724070169392,1.2089931665504208,0.7329522932474574,0.7420124258505185,3.0,0.4621485246709554,1.6055124904773337,1.287915989129328,0.6970977628911568,0.6958536611096391,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4620816050814108,1.5930184772363936,1.2740636885013337,0.732630239349789,0.7418743227123482,2.0,0.3849543461076127,1.7099892916956188,1.354504109591674,0.6776778934927574,0.681979762054344,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5140259318034474,1.5228432745807727,1.170675209195186,0.7374957353007122,0.7380264112884575,1.0,0.4998686161193028,1.507917770925551,1.2044390069141035,0.7190481989417866,0.727471854999725,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.532097019309533,1.4826803349857811,1.1119370558361212,0.7347485687325632,0.7379440757497959,4.0,0.4774610660873846,1.5904230419177174,1.1729196470146674,0.6988401734631547,0.713887049294077,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5280501729545479,1.499878892936385,1.1844551236583636,0.7301046566522525,0.7305690535593646,0.0,0.5339337126105728,1.4589634026981395,1.198198268912901,0.7362666684904167,0.736584846678363,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4759448904953803,1.5657063017865458,1.2499887849657962,0.7177962089878436,0.727746923437637,0.0,0.4366496857118807,1.6645837829541297,1.335638306897279,0.6924882739284274,0.7033909082582325,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5329081475780149,1.4878934595071045,1.1350997727383405,0.7301017270407135,0.7340997093901669,3.0,0.4551091465926593,1.5921703509822505,1.2075697542827966,0.6761497212884239,0.6947849075176123,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4520969106328514,1.5978797223029793,1.1929634241312026,0.7047731568081096,0.7180516313508329,1.0,0.4130353691258608,1.7048208163173195,1.2903994987570553,0.7047828442508022,0.698038231018861,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4698251493903871,1.595015916964491,1.24908839237327,0.6926807341440163,0.7043505396128161,4.0,0.4111138152210036,1.604146906798281,1.238499386790658,0.6803819342277702,0.6998747393802043,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4942955952884191,1.5458311094541104,1.2558171432751877,0.717938278146957,0.7271891309120491,2.0,0.4522438005924603,1.609962232745482,1.3094083650890562,0.6881207909458626,0.6891133287346876,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5875122739330254,1.3936575679711318,1.061525005274094,0.7670803613890994,0.76520975721197,2.0,0.5691348022791793,1.4381483481529955,1.1114402488333,0.7556036973497128,0.7427476520358838,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5198023241247833,1.513809220035068,1.1704594276807248,0.7266679484238716,0.7258190194141025,0.0,0.4773463861665321,1.540188010360534,1.2162550255748037,0.6931974254236926,0.6925033373360142,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4521952956348839,1.6052386329102697,1.2558046031408967,0.7225476604992251,0.7401010816144971,4.0,0.4590929891366453,1.613133157350224,1.263350541013995,0.7108586056204738,0.7169317221374824,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5308502716920352,1.4914311061983965,1.105093455982323,0.7443280451293962,0.7468055246426789,1.0,0.5437122225754156,1.459664051645864,1.0821544159303211,0.7519504340234671,0.753785468298599,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5117246733422405,1.5078878629148498,1.2077199279345,0.7284663492487671,0.7362812667147144,3.0,0.5356864330841014,1.5242697644745435,1.2212202102251857,0.749260123202159,0.7526268195297948,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4834142070156025,1.570947885660099,1.2138952608502065,0.7012529716059696,0.7124440227585273,1.0,0.4599465079717979,1.559411818981271,1.1938059837681678,0.6926324697058497,0.7017197935780689,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5106670099906594,1.519368506825998,1.1871016841400892,0.7210034652803531,0.7252066018053965,0.0,0.5043685966688031,1.536631324694083,1.18973513182398,0.7110870470972414,0.7151492037161055,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4422254207190691,1.6175242336881783,1.201419226569243,0.7202821427846817,0.7236932737326208,4.0,0.3654087286512718,1.7580790753544049,1.2995521900773783,0.6697263119817725,0.6813301561029425,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4962221349880743,1.5503943342575233,1.2206320504137338,0.7066155815967183,0.7122965014263444,2.0,0.4788922817008065,1.5391310290406874,1.224003955324083,0.6954632809070799,0.7112381866182851,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5068350343906123,1.5229301949579472,1.1518097886767906,0.7186798944781734,0.7183076177609036,3.0,0.5261325606392134,1.506921707798334,1.128218459420564,0.7403036490488204,0.7477757146287628,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5396092206303098,1.4870675632210413,1.167094540208196,0.7384985089387217,0.7379646306349138,1.0,0.4767233388155488,1.5210682063313643,1.17799863034909,0.6930971670624008,0.708459404366265,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.536739292123325,1.4859204627308544,1.1357407780564748,0.7379641618857129,0.7411320627954863,4.0,0.4465132304124037,1.5901097244360776,1.2076842250489843,0.6787304379897324,0.682930199317238,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5138260828389067,1.5232233487437865,1.1608965677557848,0.7284515005199936,0.7340066291143661,0.0,0.503730625496102,1.500647508227574,1.1329050869652255,0.7206368403875876,0.713598470434504,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4774253103333672,1.557578934707511,1.1784864988980386,0.7300309006363604,0.7392947803742967,3.0,0.5124473631654158,1.570191386502648,1.1774599331237945,0.7630485342093646,0.742743339501928,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5165676969824871,1.506344696707434,1.1619880964745504,0.7303832339205754,0.7356741049882488,2.0,0.5695701986394819,1.4446819883101223,1.109058426849896,0.7632651579465822,0.7626887343957531,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4648336768522242,1.5843822992451757,1.2217236382342302,0.711394780291569,0.7117035052138241,2.0,0.5061795775707876,1.5510596837042978,1.233018012721191,0.7411543605606723,0.7398283669164878,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5192601635275871,1.5001726013537804,1.163384235891012,0.7216482498229019,0.7249527571841102,1.0,0.4841769985492595,1.5913721131271972,1.242061520595815,0.6963238346074692,0.7089876369891249,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4970679328295194,1.545987970632054,1.1462223435155092,0.7169890217415467,0.7178406523260836,0.0,0.4914704910197819,1.533102684104544,1.1273778157587904,0.711539335828303,0.722832810761372,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4683543846868427,1.584695194077408,1.262851150818169,0.7027356528057291,0.7116005236277456,3.0,0.4652933242298016,1.5921495296483668,1.2675079640146398,0.6933788224737415,0.7009626143814136,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2929918493721934,1.8331977489439144,1.347380920535861,0.7023491694392927,0.7100960855181828,4.0,0.247819329456647,1.86394188482364,1.3990606330717614,0.6949907328588154,0.6943745772330925,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5306637744341531,1.4790338587844438,1.1633578898356511,0.7442341150894991,0.7455432576882418,3.0,0.4713033393191135,1.6222686253273768,1.2779678614232577,0.7024979839302773,0.7043402501325041,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5337619755770724,1.4801726334227137,1.1825135397299742,0.7508509587889407,0.7553145000442337,2.0,0.5044988948835657,1.5473774803425016,1.2304094401350747,0.7366352260768778,0.7354491057001276,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4135584959155003,1.6643252684945322,1.3751053043817862,0.7243817097419701,0.7377208053652214,1.0,0.3718481439192685,1.7252534326300684,1.418407047186544,0.6798111186855146,0.6817933247777126,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4419366073868513,1.621120458647323,1.1948000671084111,0.7361740816412489,0.7322513593642158,4.0,0.4517332789999814,1.6219581307837854,1.1740507528614217,0.7373314620062621,0.752083408035156,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.585604634326321,1.400752947480094,1.0629808540527637,0.7679438473172138,0.7659398853753339,0.0,0.5006830190269174,1.5310848071933685,1.1816331218828655,0.7099455379843995,0.7186723721876211,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4677902748769029,1.591423612126308,1.2973775759874246,0.7069117831816614,0.7127422356163252,1.0,0.5038163471054714,1.5103749980521397,1.241544906363595,0.7383478177911622,0.736309114959854,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4964402098566243,1.562379622692771,1.1682129577929392,0.7263859505254376,0.7281545222624172,0.0,0.4423577549729146,1.5369300611040015,1.1862419613883726,0.6747306543691238,0.6745937618079059,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5253719173071394,1.5033298247527442,1.1809373967005656,0.7271047761915679,0.7335765565366116,3.0,0.4805349746360365,1.5431591123635926,1.2017735032636283,0.6941670123372228,0.6956449995512017,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5182662212865989,1.5169289111667466,1.1980433008953546,0.725320621250141,0.7268717580900755,2.0,0.4514479857350996,1.5717058335928358,1.2321151281406748,0.6933203995536085,0.6871034985612116,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5234921351644268,1.5161312657494757,1.2030427324924713,0.727198478382484,0.7281900977765801,4.0,0.4508939643394096,1.542508895434994,1.240438807120803,0.6809621239866717,0.6997781769682996,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4652835000464783,1.6028173920962685,1.2748070280139263,0.7301938215099419,0.7426980021409703,4.0,0.4116849248877773,1.6061496794544052,1.2822832561861073,0.7149720919826372,0.7101508103590058,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5238595540407558,1.502577923198475,1.228616078602962,0.7419465666692839,0.7413393486263915,0.0,0.507268589617386,1.5164702257015594,1.215607358322496,0.7236673947836975,0.723830553251675,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4876402711223401,1.5504105120909193,1.212445755386964,0.7191856541990964,0.7297324383066103,1.0,0.4385110622989593,1.650829868677291,1.2918742000444714,0.6919232766388344,0.7041955228224472,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5490853033254905,1.4483583305413843,1.0973819710581731,0.7414297817152619,0.74215343919394,3.0,0.4755707745776673,1.6220159265847671,1.254373019052482,0.6913819880511206,0.6894755629108591,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5001196818077361,1.537336029610196,1.2135288990308075,0.7232503129893072,0.7239615733701996,2.0,0.4860714608255707,1.5576050351929929,1.222459692668621,0.707963147057646,0.7142441419940349,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5022055827927345,1.5315487135635444,1.2210328413393252,0.7163779089737166,0.7214628380028791,2.0,0.5066956227134645,1.5339068589818006,1.233391155727835,0.7156217927851427,0.7119246174667203,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5073509084932318,1.5281433999230418,1.2105713382439736,0.7202394590231276,0.7210444062487958,0.0,0.4843855061408947,1.5518052814298604,1.2097590664818547,0.6997814783340907,0.7189332799372145,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5228577334618368,1.497030526474754,1.2179884158953642,0.7343034544653009,0.7395591099903079,3.0,0.4630705463774975,1.611837064490142,1.3023645900480556,0.6885973300272776,0.6816991147781396,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4885808507578545,1.5647984070717331,1.2634543878451372,0.7147080913577187,0.7200608172342614,4.0,0.4038615577636331,1.6348481159653956,1.345569494262613,0.6517716066186183,0.6705614300944372,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5126676881189319,1.5214941982561534,1.1713118536311846,0.7282090410992568,0.7341246060874417,1.0,0.5009583308104474,1.5200823379468693,1.1624758507008426,0.716428921445565,0.7142088184821271,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5806488111590342,1.4136536259034878,1.076146364380152,0.763869258874829,0.7597143547677017,1.0,0.468981366149102,1.556868412862345,1.1757064130945127,0.6867484219523622,0.6880631176358614,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5746908791623644,1.4144058979482177,1.110921055170206,0.7654428658117178,0.7653525342147844,0.0,0.4935708834718715,1.5571691740900582,1.2123171488851985,0.703141233440431,0.7002647085487193,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.535214696190603,1.4924020530444588,1.1014051391738346,0.7447804244224104,0.7444832288217612,2.0,0.4995055113166617,1.48737941607357,1.101795587497448,0.7152300199832187,0.715061315360332,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5132240155805162,1.524846933281724,1.1479160895829017,0.7375291542648597,0.7385445373104915,4.0,0.5179661567653238,1.4733337025229347,1.1313997690606044,0.7358636030215426,0.7222015419477016,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5076690739544539,1.5282669649158946,1.1455292342240229,0.7488940465449097,0.7524103589090977,3.0,0.522193224959986,1.4918895252659825,1.1244151273424865,0.7460080269706189,0.7501792664440902,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4930920418881412,1.5470569761246484,1.2565941037810766,0.7169342434672406,0.7226643925093216,0.0,0.4880815384438398,1.5590744550977027,1.2729923442403883,0.7090566275755479,0.7175411179507198,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5026973479374115,1.529438994752513,1.180184832375783,0.715472671398128,0.7160172719428923,4.0,0.5132102105346863,1.5299352077635893,1.1776522922595425,0.729743720279762,0.7374768139248347,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5114915406625795,1.5161409129719374,1.1801240166945337,0.7192740514484094,0.721846316587229,1.0,0.5175415476328785,1.522982611378876,1.197552359125575,0.7242741127093698,0.727801900151708,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5250264036726227,1.510728642115439,1.136027300170599,0.7253417565188344,0.7302659240637158,2.0,0.4894702800517512,1.5011991215612634,1.169317355727513,0.7033001924498419,0.7109319144514161,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4824897383174065,1.5686699999490847,1.2239610896584314,0.7138868182414946,0.7246471655789992,3.0,0.463689149318359,1.5714601631677323,1.2412996439137007,0.7060190355797268,0.7108678885129145,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4506545674248536,1.600482362515769,1.3106355069080988,0.725607550883135,0.7378819487544186,2.0,0.4442106394457882,1.6642618726255312,1.358039120445506,0.7233644162497705,0.7118715618674937,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5431885581648321,1.473119452857377,1.135312300494466,0.7421033316120594,0.7437920893988225,1.0,0.4988461237477642,1.5191439335936947,1.1562127235519568,0.7067206016385563,0.7061252161473605,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5318030954185571,1.48000689247034,1.1326893338026145,0.7324543000964374,0.7329396277074821,0.0,0.5029318908281835,1.5636327686429472,1.1696124214686652,0.7185472924731934,0.7186649979526798,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5612615316465704,1.441877598777659,1.1290711007592005,0.7542426167226439,0.753348226390195,3.0,0.4351257933444762,1.6256762047548647,1.2694461058664617,0.6653649797230542,0.6683321292307575,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.529574485362599,1.4909587745255497,1.1424396584928036,0.7446797570232098,0.7473431925205699,4.0,0.4653983424424841,1.5904264188805848,1.2393114609028035,0.6957921225486275,0.6933718998890822,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.522301450304977,1.4964283013408548,1.154721567386236,0.7238479025990555,0.7306118586820363,2.0,0.5315343319501262,1.512442347459951,1.1936093776408407,0.7293866243639283,0.7233319643209309,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4882215813479306,1.5470468475539003,1.2391900697121254,0.7117513326551199,0.7132931284609589,3.0,0.5277761830536792,1.5256510422094758,1.2590355308883243,0.7445449253136445,0.7472577686644081,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5355692658224057,1.496975210667233,1.1627427975489544,0.7358425521210359,0.7385900757917332,4.0,0.4739325741427961,1.5099586863179832,1.1949702488751872,0.6900367564198243,0.6854310329431457,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.49989943659671,1.5328991078952248,1.2247248309468612,0.7183255721895769,0.7213964013723781,1.0,0.4154905681403864,1.6795293607083304,1.3491390711289413,0.6675171049222959,0.6954033006726082,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.504151779010704,1.5340935890211524,1.1985042365755023,0.7173998727324935,0.7215934590716385,0.0,0.4693555079379476,1.569225134939737,1.2449870776897582,0.6978537386794386,0.7139470288400658,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5698700575785279,1.4258515286526774,1.1024084261823923,0.7637305245999666,0.7625628321707801,4.0,0.5323553960733074,1.4867223550067348,1.106070468450841,0.733385944510844,0.7473841604672767,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5172818612744645,1.506053495986011,1.1993379526413404,0.7287485288380855,0.7288689179575819,3.0,0.5604854283399601,1.4583826544773884,1.159103650760357,0.7599534245927884,0.7626744412409481,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5392602104169762,1.473381394165115,1.1612292907482538,0.7405830918398196,0.7438409133771567,0.0,0.5013607352113097,1.5443381765853677,1.1989913537516976,0.7096188446105716,0.7146994590850894,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5542885922694095,1.4428581451553697,1.1424123335495973,0.7513250012603224,0.746341419257708,1.0,0.5898052114450325,1.424490438889347,1.160853888097485,0.7727396459737244,0.7730163705102185,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.550785063388977,1.4606553328909322,1.1059310479729605,0.7456864761563078,0.7466154712690347,2.0,0.5130831858693721,1.4995542876823575,1.121585640084817,0.7204649135803057,0.718455241192244,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5081031617948695,1.532460535960266,1.1707217928958245,0.7290083744903707,0.7313154061334195,0.0,0.4419765173519097,1.590815620575781,1.209144710989581,0.677921361132858,0.6815356931417051,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4869064490192524,1.5614028577410586,1.2187819149364263,0.7022273929353131,0.7112818204230936,3.0,0.5146272522915649,1.4988319384725537,1.1853712625663873,0.725720119798976,0.725275255396677,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4992034640900881,1.536708765849674,1.1665898054379684,0.7160752573489586,0.7209841263506631,2.0,0.4777939995124959,1.5737571986605765,1.232080275334372,0.6971362704580399,0.7051906620951176,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4843258201083515,1.5560842917252615,1.196850468371159,0.7157302594616513,0.7196789779058691,1.0,0.484931416108569,1.5778000224882625,1.234526274920856,0.7014498996133118,0.6976795946275194,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4886749074899184,1.5489622466878863,1.1736982443728126,0.7075374767289053,0.7126291152039327,4.0,0.507983735757902,1.5470695908320635,1.2076557651315136,0.7189925882887617,0.7119064588905818,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5404847835241315,1.4693405050402002,1.127803989526553,0.7370045086228292,0.736830727248963,0.0,0.4890261033909274,1.57130614896631,1.1878353209221388,0.7062092142638587,0.7178069444886473,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5309613953386826,1.492727191967336,1.154239235252906,0.7351610788817622,0.7437820347451403,2.0,0.4949660148876452,1.528643800496906,1.2215181952629246,0.7167186170042574,0.7225561255501495,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5494956544621044,1.4715039892344393,1.1089807812334636,0.7493715327503407,0.7475942440942195,3.0,0.525475341277315,1.4439141630588166,1.0888116848664606,0.7295215606924446,0.7328466223723329,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5364701342857631,1.4804244278112229,1.1536551346840005,0.7359372100035377,0.7370339579514993,1.0,0.507865061200423,1.524461050970596,1.18948213719367,0.713464030160737,0.7191373989584781,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5066926493304542,1.5220014093374137,1.2114559203233477,0.7360500185359777,0.7375163007782748,4.0,0.4622683730106113,1.614887967280609,1.3031553630344188,0.7159722352918839,0.7273304159668696,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5089123232935098,1.5286641042274984,1.217498123959089,0.7156645425730186,0.7254540148837673,2.0,0.4754762247541194,1.5490366468349204,1.2316860262403988,0.6936536044423156,0.6954227267230668,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4307001258869296,1.6330201985397408,1.333708990827585,0.692619992341956,0.7045034195265562,3.0,0.4435990387020103,1.6507002807343338,1.3800474012412085,0.7004027072998726,0.7169130822560712,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4821151918726138,1.559594249235096,1.245060127599117,0.7007263178244516,0.7030465853585662,4.0,0.5374066061787134,1.49624374793448,1.170705599155759,0.7381780919771574,0.7464413282136388,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.420351927495179,1.6555312005043397,1.3491878292728694,0.7101606663027906,0.7235817250486979,0.0,0.3573547600505024,1.7392076146469255,1.4416264202560487,0.6730959673419854,0.6856269282655706,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4095934153819701,1.678531653007007,1.2332947640025462,0.7270962931008479,0.7303168992124414,1.0,0.3857915608866327,1.6692994752056975,1.201637750732458,0.7007806426765455,0.7064287539385189,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5494135391954468,1.4542449631655965,1.1192443423851943,0.7439343244813371,0.7455296948360443,2.0,0.5146810394534945,1.53582882647217,1.203235448079922,0.7197558810250778,0.7144430365121963,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5554788603766861,1.4583418191535944,1.1165307480402482,0.7453997616058787,0.7455715881987216,1.0,0.5209910545967937,1.4670098438106944,1.1624900442863637,0.7237374858021802,0.7149537888049353,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4736640020312433,1.5684705457304249,1.1920241542504384,0.7193363970109474,0.7216321306580468,0.0,0.5290729696532417,1.5240616777416276,1.162171398191971,0.7773881707703914,0.7701901897175691,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5500512882913154,1.4679916372020805,1.1386731252609157,0.7477066192591664,0.7451025638851076,4.0,0.5337429635721691,1.4438670257065032,1.140181257249883,0.7384940882206432,0.7356452018457746,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4875348895371469,1.55793157764291,1.1479076572908804,0.7613746835640126,0.762949265804506,3.0,0.4577029683162461,1.594800920537396,1.156239539813212,0.7289020992311552,0.7441786789670226,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4884552399155834,1.563695966118881,1.1553753515237415,0.7196536713796612,0.7253740758052789,0.0,0.4704338912957806,1.5462598264855452,1.1612875310577897,0.7105589082064749,0.7284908623828014,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4775208339998286,1.5630646545718727,1.1967647592341288,0.6967628943545658,0.7028822278167682,2.0,0.5664305579387912,1.46202501610642,1.146396806536269,0.7570064036561919,0.7487540735013754,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4329214075884081,1.6421430250144755,1.2300616361239018,0.7203498911896509,0.7215739525430819,1.0,0.3584619118930207,1.7203748120156688,1.2667495983995083,0.6800456248918829,0.6965414782803906,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5023545522869315,1.535408157370646,1.171226753879052,0.7174636075650828,0.7187856506655799,4.0,0.533725699219038,1.4780803940217653,1.153170439175634,0.7361476915329274,0.7266938238096169,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4637734949980097,1.5908143459778703,1.2007011683858355,0.6995831533634089,0.7039597936908613,3.0,0.4331070164847406,1.6417288274965094,1.2381833976237926,0.6771397378359689,0.6978002139761781,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4928350675912789,1.542271117080003,1.1715055449039509,0.735155764445793,0.7353336210948102,4.0,0.4712622650390563,1.6012494501915575,1.2141461494460977,0.721619589328151,0.7284634153564776,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5172558640314819,1.5189573142494106,1.1827363385871434,0.7217972282064831,0.725892486143845,0.0,0.5770616100654775,1.3814848415990515,1.0936715643875898,0.7624747426284744,0.7556634933101241,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5117998440942111,1.5129698509233065,1.1597240185088071,0.7290646006771946,0.7260280622833349,3.0,0.5089631091445156,1.5395737472032984,1.2103360111096555,0.7417199382862405,0.744170230377554,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5328918849129605,1.4854300814203163,1.1472011362092618,0.7305484185210465,0.7354799581216707,2.0,0.5934559977709246,1.3881628808338446,1.065452675876309,0.7713405552425194,0.7615093599167241,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4801394496483796,1.5800326305186356,1.2150629269465425,0.7268979715703572,0.7345985031441563,1.0,0.5337509869443682,1.4237238547234274,1.1216097336407804,0.7468912577808748,0.7314630291705294,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4732030940700689,1.5705250740209409,1.2442601816317973,0.6909212892127901,0.6966241406177875,3.0,0.3650388299177116,1.7644716604919772,1.3457877305804826,0.6147150276989841,0.6308592203481452,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4673016678406058,1.5896629917388612,1.239977807266972,0.684015794198499,0.6880600751931086,4.0,0.4049421125507131,1.6643061446758045,1.2652717599132743,0.6466673988957541,0.6624986236967383,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4598249679325034,1.5863233239243677,1.2508429174010571,0.6843201684706421,0.6931406930328311,1.0,0.3989393175417141,1.7258457614474707,1.3922829318952266,0.6332536389202075,0.6399865003986486,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4918354465246376,1.548711882323348,1.2592142373629105,0.7082504611563929,0.7128557597859945,2.0,0.3951988327044841,1.6926176383660725,1.3496364588243026,0.6338845553049142,0.6378634728343686,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4348340851222564,1.6288113567564837,1.2328194322179142,0.6906078269121119,0.697391112833632,0.0,0.4003083634782249,1.7063886085678008,1.2710463411635595,0.6595956148313343,0.6626425028747748,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5198623273936482,1.4909667977857477,1.1911076595233037,0.7277331624555116,0.7345081097114089,0.0,0.4776248653317128,1.6308382607623,1.298576119009719,0.6916046143915666,0.7004276036504626,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4775498111976984,1.5742539876046646,1.2428996102320842,0.707012060044754,0.7136265619190226,4.0,0.4438245584307919,1.6096525451705623,1.2545378750354603,0.6824564345184716,0.7023530478323827,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4410231230693477,1.634262122895149,1.2217096929576916,0.6787175181460481,0.6864222378870611,2.0,0.4680148035820465,1.5507323258997592,1.1643820341668825,0.7000730745660413,0.6938123708207561,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.504069865010442,1.5295433437280217,1.1887003281406867,0.7152783614094447,0.7165845406178989,1.0,0.4547109084064631,1.6120004891346498,1.2256878111090748,0.6764076338007277,0.6880051893972423,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5174103299631697,1.5003039478064912,1.1873650660575965,0.7211870339017284,0.7198363014675204,3.0,0.4664540422324637,1.6297743297771172,1.273448945682886,0.6837300861618656,0.696992841099685,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4593472565534665,1.600953517177476,1.2186355596169447,0.6797719217172127,0.6871157566508582,1.0,0.4619008071884685,1.5856129109361474,1.2104150264904483,0.6822664468990461,0.7044732739684832,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4247931112095638,1.6538119167647891,1.3404083124414468,0.6567214938419594,0.6650392828369299,3.0,0.4077571073495231,1.639396509644592,1.333847818800556,0.6572013293239373,0.6587088051309162,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4390884983845655,1.627200336886313,1.315927128020005,0.6700184878918336,0.6805097377351578,4.0,0.4434873730163725,1.6218554004521928,1.334326314240755,0.6816853607771712,0.6804454476424447,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4003795777063609,1.670690754946475,1.2793737541196435,0.6624733004281582,0.6719485536598566,2.0,0.3665447702956158,1.78169793209213,1.3605380113670713,0.6368358157377249,0.6592412864059443,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4613688310279867,1.588802097473857,1.2786846006375092,0.6871257976906668,0.6938115803030216,0.0,0.4599510162091577,1.6248064756990332,1.3008866693204924,0.6832924596860521,0.6969364833723602,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.463731617111938,1.596446978562272,1.248554832453911,0.6833492349375179,0.693619697257479,2.0,0.4799800213855382,1.5503661294247797,1.2298875952281012,0.693477098922392,0.6907895451389875,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4812366437227114,1.5689252575628423,1.264756979575524,0.7188683873259926,0.7192603161837324,3.0,0.3856658683190043,1.6909131836844429,1.34134164678977,0.6505364845958033,0.6672574730104117,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.467039313370518,1.5901414870135415,1.2151367674118434,0.7038268613342819,0.7058201422241364,4.0,0.3810667311715288,1.6973999170522398,1.2374953924997631,0.6421615220047845,0.6474274525518328,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4668699034048541,1.58757099999963,1.2207056335760995,0.6842775441592694,0.6973422886579702,0.0,0.498051491615792,1.5399951153254563,1.226596114816607,0.7118734724221267,0.6988762462232321,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4221851890531432,1.6586207793232737,1.3106433901878505,0.672565870812841,0.6779353466340913,1.0,0.4834711151562324,1.539752487417852,1.2349774496021702,0.7201562093468163,0.727813668973511,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3942570088106208,1.693574920207186,1.2277710421775014,0.6786122717137689,0.6944386724617074,1.0,0.441858241122615,1.6183386903282242,1.230272432739485,0.6974841716991149,0.6975321946253895,1.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4530116420565808,1.6008912676999412,1.2340528357095826,0.6936741537729713,0.7015910984962401,0.0,0.372499084565288,1.750763018242645,1.3351428513654204,0.6433738989153073,0.659864078298349,0.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4474457689775916,1.609524856229134,1.2687427014513657,0.6773109992837212,0.6868779351277365,2.0,0.4567068034116127,1.6282450988064616,1.2909926778849146,0.6889024111507792,0.6962962349908548,2.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4693393747910055,1.590997602640048,1.2214160145453823,0.6887584873381525,0.6861120814095456,4.0,0.3528708746106681,1.715541186955512,1.291341210728859,0.6172205647934204,0.6365652684874581,4.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4516888680914094,1.60657905066925,1.2202152694675783,0.6896522696841494,0.6982872928855183,3.0,0.4251438849967834,1.6618979462232326,1.2679656535708317,0.6776707429640947,0.6795982675899934,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4680527849782658,1.593101507533402,1.1379758706383216,0.7373991037253695,0.7387792291044362,3.0,0.3590924979035472,1.7077429520989431,1.2346924099711667,0.6661842566932011,0.6975079093928584,3.0
random,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4544367986326583,1.5975625830359756,1.2162146453674023,0.6902140467923203,0.6982612789265631,2.0,0.4506307504832862,1.6433629470029216,1.260736235419338,0.6985173181139632,0.6900466919941801,2.0
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random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.7186682722536101,20.66278338645327,13.086469657919176,0.8477679232119053,0.8646865717447753,2.0,0.3010115458436461,32.26162149957799,22.378838322639467,0.5895765659286671,0.5793003430375603,2.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4413905376674738,29.179827507100235,20.786705266142544,0.6669228584940262,0.6579574187753158,4.0,0.3349621437032201,31.18395961080269,21.877424145110663,0.5902780494310029,0.6280589398983968,4.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5776406394747542,25.409906826443468,17.969755525288516,0.7629215041867436,0.7800207424360978,3.0,0.3347810517542491,30.993502270178475,21.788919708670004,0.5911322066714348,0.5947828484440207,3.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5008317177704358,28.03625268611608,19.685327250265097,0.7087360596398555,0.7321866743428419,1.0,0.44480745897823,26.425344644357068,19.8057762774376,0.6724197724044314,0.6770953554105267,1.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001395668303767,39.50212131795684,30.404587039372693,0.4816838585891879,0.4762242793814119,0.0,-0.0007647518832658,36.32509901592167,28.48717520852285,0.4625231387050673,0.4669907909991465,0.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5499542692948933,25.69347811121988,18.427219087662763,0.7480573312108153,0.7642503906995687,1.0,0.3817565039624945,32.28835238310601,23.570089338799043,0.6201460537083728,0.6288275154616731,1.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5576662792205541,25.608975214059303,18.45464680648013,0.75095694825083,0.7539686238574449,2.0,0.3950814788449648,31.37800454449909,23.434127109083416,0.6292516694860196,0.6197178059767745,2.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5137867551716397,27.309851112268674,19.38734930732316,0.7204545192124232,0.7375406072727286,3.0,0.2368716086131053,32.834934278061624,24.54554633000125,0.5484431473474785,0.5297701822315447,3.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4758326569590001,28.34889383696128,20.11061844313226,0.6918787813924197,0.6986860180679356,0.0,0.1245775821351949,35.31827556849479,25.65397020870365,0.4604339218012194,0.4397704769099902,0.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4297593192703567,29.087721196539288,20.92986570255887,0.6632186621661292,0.6398993471593205,4.0,0.2929413966139444,33.88864424134917,24.28594990649941,0.5516133323906962,0.560021900360852,4.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5486671953874214,25.79729338070692,18.386470356585228,0.7422674467496879,0.7617223060430923,3.0,0.3180075922550188,33.64627064125055,24.435502897497724,0.5700553247249684,0.6000920798803185,3.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5490457299010947,26.268883648031103,17.95799417101847,0.7435060312719334,0.7790944326315767,1.0,0.3570344671316826,30.41130094652143,22.18509288054949,0.6239731927615795,0.5994164852935888,1.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6766070835806013,22.26424617276573,15.282698240427122,0.8251003186372874,0.8328167315431707,4.0,0.4305554273907257,28.48318540511467,20.33889841565694,0.6681891243106411,0.6603223392959477,4.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5175042952091922,27.31024715157923,19.093483682367083,0.7349494008113082,0.7519045983701118,0.0,0.3040546119819978,30.903745551424663,22.20808713869199,0.585147035267834,0.570682718156556,0.0
random,acute_neurotox_lna,RNAFMEmbeddings,{'flatten': False},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.482172060816504,28.05349388049221,19.96258725910154,0.6960529979552291,0.6973207330971793,2.0,0.3042055236771804,32.069755343025285,23.07586890556061,0.5951179591830948,0.5979070765612173,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3255742964568111,32.027753403957654,24.01223505001852,0.5710025097446771,0.5704730551138314,3.0,0.2849922071983125,32.47319913645016,23.96755561765906,0.534474314046062,0.5248515807819302,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2538176640441221,33.73419546426412,25.334417239045443,0.5056791958104301,0.5088206777151393,2.0,0.2575913668545766,32.875561586977966,24.73941691861087,0.5150449548329106,0.5043565728809064,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0125675173460744,39.013874437040215,30.16840010039447,-0.0294458740567393,-0.0274318987823446,1.0,-0.0134845196424799,39.55759850829315,30.57994784504094,-0.0204935815827517,-0.0060966697382668,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3163563856525796,32.00847430561119,23.63694565506504,0.5710362691354585,0.586686683324891,0.0,0.2492568937615017,34.26909003692965,26.015145502377862,0.5129834832472979,0.5126430310494772,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3070513807611524,32.421332801228544,24.621002191674226,0.5677168685813572,0.5747319737688751,4.0,0.3126359801995082,32.021707344859124,25.207823352552435,0.5735301107308515,0.5650399690547577,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0010531430701647,38.34686716408198,29.78018093380863,0.5056097262699348,0.5384197258359705,0.0,-0.0004940962757327,40.85753425155815,30.94621527852097,0.4356720950064641,0.4879395007923993,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006929262179988,38.67314861391341,29.539841385828304,-0.5168126910517478,-0.5159981348999796,2.0,-0.0004110522332407,39.77196126895585,32.15010016328995,-0.5503998506643182,-0.5495544426761729,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0015192449058307,38.61699221492175,29.825082646618142,0.4467121710395545,0.4446598540213374,1.0,0.001797172278518,39.78050737297103,30.827051129066778,0.5139886246587202,0.5176647927156534,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.0264312304886223e-05,38.86438614882174,29.997335344706496,0.4889450227668116,0.4932789812069061,4.0,-0.00631979553414,38.97931059831588,30.1211119627234,0.5802232747281497,0.5886096754813652,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0009445860354249,39.39751796344865,30.317088612491137,-0.2726792194015242,-0.2986949211173615,3.0,-0.0092563413004016,36.94431753726747,28.898545923520444,-0.2877066756464156,-0.311261029904285,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3443752179010347,31.753117897489435,23.68159620116508,0.5870139168805348,0.5932728974899375,1.0,0.301224650408639,31.35485947990553,23.65046674007259,0.5496265968488616,0.5742608763251287,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3579382057569744,31.55296186373541,23.47461261180329,0.6010970133645895,0.6052710975317906,4.0,0.3190804385931707,30.3522871030232,22.972716867244408,0.5765925781838768,0.566924249214067,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3487753805687782,31.43619198394228,23.181905632286856,0.5921263523726097,0.5904915764290117,3.0,0.34907808637428,31.04245647606276,23.696796647006515,0.5933880796771455,0.5813650881046494,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3315516320003742,31.57449017861361,23.60569734821581,0.5779348547540161,0.5871694684946438,2.0,0.3339007964440873,32.56744881247328,24.30856971761625,0.5854132564046675,0.5937601510635792,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3037082416102795,32.10199616859983,24.73117984191686,0.574299357400543,0.5754547081569297,0.0,0.3100173452700728,33.626068921717895,25.485961873511748,0.5932274853434949,0.5755491427516428,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001387349801966,38.999391294160176,29.987496615893217,0.5540854897397116,0.5513379752283819,0.0,-0.0125613902779047,38.522559523655,30.17276321536548,0.5395900823148192,0.5225712336076545,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3694235204196165,30.90804650580865,22.909576198003062,0.6081660312528929,0.6287148991140175,4.0,0.3010610683346326,32.36595765427535,23.15540087472576,0.5607180575699837,0.5724906522571463,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4627816356904053,29.210519841078224,21.224655047413417,0.6827007971661392,0.6861611527123546,3.0,0.2679832903025874,29.71107525818981,21.80551489300924,0.5365744763253435,0.5038562558510752,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001311707994775,39.38082339291768,30.27521763130083,-0.3329124653097133,-0.3564199035907345,2.0,-0.005174767109465,36.87830152366084,29.00818806478422,-0.4221560097758843,-0.4069831535811213,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3852679599762443,30.74333606774385,22.851554816729404,0.6228520669169881,0.6358509990270174,1.0,0.4143082752171272,28.678418278682337,21.62784655751268,0.6486901125445566,0.6733601750147027,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0094471976680854,39.00748167520511,30.397761686560223,-0.0172599141722748,-0.0249006501329689,0.0,-0.0077262618404192,39.26671270221623,29.740343304777795,-0.0064163484938058,0.0221493478468982,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2913582085878651,32.93743954627291,24.01263476928293,0.5658695699315416,0.5667338876389502,1.0,0.323960274420916,30.79437832621625,22.277605724073435,0.5729639481905229,0.6016213439314835,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3149884901722938,32.355893806664064,23.878958878229746,0.5771165746907054,0.577557975529026,2.0,0.2409165438839194,33.13133121962362,22.924414529042703,0.5302151144813037,0.5792503100938018,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0027973497843705,38.89631502895975,30.145652614854782,0.0251428773993997,0.013578878718654,4.0,-0.0179267118952068,39.3451512416898,30.11625907960656,-0.0626134661256357,-0.0347282084304955,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0110505812424441,38.91130957421861,30.22874410153742,-0.0190188965160549,-0.0228328681292464,3.0,-0.0101223566521335,39.814784678763054,30.465342265926,-0.0175489534958626,0.0020803131730811,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",5.736596393468574e-07,39.24079195106258,30.288748372430675,0.1506115625482392,0.1806772749056001,2.0,-3.1917321217767025e-05,37.41865133933856,29.01226145454302,0.0630427199358221,0.1569969906614536,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0008411733637341,39.31161651615612,30.19043511921086,0.4746594786160953,0.4850027234203456,4.0,-0.0001815203907844,37.189054877489376,29.55820529007585,0.5266002024253156,0.5172861373453189,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.434636958317029e-06,38.42210047741278,29.631528157795948,0.48224303093666,0.445109415687823,1.0,-0.0023309180163908,40.69012176352172,31.589602957947616,0.5454381405645257,0.5185929998620332,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.7947502912729618e-06,39.60252320621766,30.513063941223983,-0.459365974762604,-0.4414906826504317,0.0,-0.0067023445855307,35.88538853230629,28.05981698357569,-0.5365223602220635,-0.510511857261353,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.1965348447606772e-06,38.91655556240198,29.949941046727844,0.5034869947620482,0.5048422345362445,3.0,-0.0137454031897887,38.81267342328894,30.31025331220235,0.4630404233001823,0.4607337361880421,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0110591268780309,39.18198625605121,30.36230230733793,-0.0236321234800397,-0.0277696091198717,3.0,-0.0132567427899561,38.69965486129254,29.947064097783333,-0.0085684858335447,-0.0105025709333162,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0042886111983113,39.09449017352806,30.11370727309135,0.0155456511131614,0.0235426609714062,0.0,9.594977390126048e-05,38.35703503358613,29.93828538784916,0.0505983985221564,0.0363040453439282,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3502363267886397,31.210313091913505,23.80983304535853,0.59981912793056,0.583107622988376,4.0,0.272663201756865,33.68373436360044,24.56769611865527,0.5245345423795997,0.5574148424408965,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3534906817948279,30.625292773016724,22.930529911537697,0.5962495112432817,0.5955211788763946,2.0,0.3321661594408828,34.14899256699716,24.524413714056145,0.5904871005883326,0.5981325050576439,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3297265342390499,31.84119268579345,23.01711510330357,0.5959453589429525,0.5984070445337194,1.0,0.3113170381372871,32.20712502698512,23.540965140982845,0.5787733446596766,0.6076631400912024,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.00057573395989,38.95701874871852,29.928761857124226,0.4228224777161188,0.4067357311315741,3.0,0.000703412111233,38.52691899927083,30.361038453402585,0.4490033109029409,0.4433793821767455,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.300535595677893e-05,38.55916196243224,29.989243435271803,0.5357009496332461,0.5361603645652175,4.0,0.0001666175525362,40.15124059975078,30.143843647159937,0.507944527796513,0.5283899053560921,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",8.675608968222726e-06,38.74319575612751,30.03146287745645,0.5454651233609561,0.5452687318964842,0.0,-0.0058691476089016,39.4256871964223,30.04587616175822,0.5569880667198703,0.5590460067889116,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4340594990969461,29.16530930838076,21.338813130992733,0.6637223748223495,0.6590895432343418,1.0,0.3652196481661177,31.31467843592896,23.127406917310743,0.6100533771044571,0.5866784559331252,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001985943624072,38.64804003385339,29.90227761370515,0.4837610988215326,0.4904342774159856,2.0,8.30093078579841e-05,39.81869091005311,30.49943428603917,0.4780552861065489,0.4897566173648247,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2828927889121604,32.988506093899936,24.644199271737715,0.5325762766337607,0.5435863018429965,1.0,0.2991816111101336,32.30266490245098,24.08813104394364,0.5513681033996959,0.5264009854293414,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0079053748090176,39.13797898799219,30.396337364614823,0.00528983582665,-0.0107897929269083,0.0,0.0030638366613289,38.40417776140841,29.518482370454965,0.0732619257734541,0.0827293174447789,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2679122983776112,32.30491353257737,24.97594643809697,0.5207518400136664,0.5060377719920999,3.0,0.2027542279689328,38.45240333647672,28.36996034178016,0.4532689137055865,0.4735948387100802,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3217615343064283,31.93634461775148,23.888618653362748,0.5696406783317695,0.57440397147041,2.0,0.2636882814057609,33.72003778272594,24.67364054703386,0.5143060858561547,0.5327530437282254,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0099160063769772,39.05931765244643,30.05947457342278,-0.0162228060447781,-0.0170459985923424,4.0,-0.0105815648070226,39.1425608523498,30.908761062831097,-0.0202428216471602,-0.0116682752284858,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",2.928542337077289e-05,38.69577772950309,29.890374381705502,0.5588904064276977,0.5625728913943241,2.0,-0.0006070032230851,39.62090357664128,30.607049701011345,0.4416419375933955,0.4531783754750628,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005569033632859,37.938882659630266,29.5089986276496,0.5313955562053081,0.5192469428954084,1.0,-0.0002720085586893,42.493918017340846,32.248014540162806,0.5807127030510668,0.5953089349290751,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",3.616803416761627e-07,38.98456733042471,30.114763539980533,0.4672099224338395,0.4753567399913555,4.0,-0.0060202597040677,38.506488423077045,29.79285603060788,0.3987287853189693,0.3873731479585736,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.4206688275160175e-05,38.47180565691894,29.508730245093776,0.434105287110615,0.3974950329852341,3.0,-0.0077472987858446,40.54181115537112,32.073766852391906,0.4483356518315426,0.4523709936300103,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3521291041585022,30.99033349261936,22.73596596950374,0.6005080369412696,0.6000066340804326,0.0,0.3469235926624587,32.59482973930119,24.30608564162581,0.6027988431891086,0.587820701057315,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3272788659190628,31.655488042928628,24.03392566902997,0.5723706012160807,0.5752671675849194,3.0,0.2757418385259792,34.03401518618446,24.73161756081777,0.5259094652432533,0.571424972416952,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3251756971343502,31.62588988561589,23.62520688213714,0.5709874275025266,0.5740304867805255,2.0,0.3111643259064961,33.414178472005204,25.37216332506153,0.5643339662276278,0.5772780282613401,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3131694780692029,32.73808141738446,23.93154491414109,0.5779018405422827,0.6001651917105303,0.0,0.2210237135397499,32.03703304370965,24.3831038512661,0.5146288800655603,0.4983465294930536,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3309061363012688,31.71719703654721,23.37101229642189,0.577039985159846,0.5926831282659903,4.0,0.2796803709616347,33.364902380075264,25.21978158611141,0.5304032555640836,0.5131513762425435,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3713188782604383,31.373869268929187,23.018710236212986,0.61743065674176,0.6259258176077794,1.0,0.3311924518764793,29.39646351834221,21.514954198027315,0.5878094332055557,0.5959219828496316,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4445231378860271,28.96546322000017,21.65313872112313,0.6698894133593856,0.6630755591775886,4.0,0.3793328359652853,30.69295073392811,22.896139068760284,0.6172231808666024,0.5950476545745698,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.392936772052236,30.50228500282416,22.853135917406377,0.6270394086106278,0.6274156080361492,2.0,0.30413931343293,31.43555984783988,23.98419805056428,0.5658349831953129,0.5730838917638832,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3122103273728281,31.80530443292936,24.14112713753688,0.565929962986714,0.5801090491159794,1.0,0.2337156250079278,35.84089056864392,27.239784754713924,0.498530934629351,0.5012567106218914,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4000719370655233,29.75338289954304,22.427952556022227,0.6330592258333843,0.6379760633404064,3.0,0.2740160361352315,34.66499489618638,25.091778444891105,0.5308077456530332,0.5682119277131764,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3818631321323025,30.4572018040552,22.50454480930877,0.6211942416699368,0.6329278573399977,0.0,0.2604027279032919,33.92956483577809,24.135606258851208,0.5109471842970861,0.5210975027992372,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1924592778877524,35.35136977776743,25.66309521416441,0.5335120632214108,0.5430013978242432,1.0,0.1433680858107162,34.20099021005631,24.976637190100263,0.4829690751377311,0.4770505363004583,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2880471294727719,33.27724887202155,24.280966580443184,0.5480606521112942,0.5468071930923966,3.0,0.2317514866477382,32.059387630146155,24.560380294224988,0.4967654576493618,0.4693578925644108,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0107714379860059,39.1009967615774,30.211076826121708,-0.0204178052020534,-0.0266005313990715,0.0,-0.0130197902558739,39.040976010899314,30.154339518089817,-0.0108181190530338,-0.0204355326719701,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3098133044902824,32.65521826393642,24.151429796950456,0.5726265378070226,0.5863956368779187,2.0,0.3050269965380641,30.96154065202488,23.5081472928818,0.5590901936310264,0.5525258314667192,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2876791506609499,32.37683252731634,24.60092155022817,0.5381880522620024,0.5412457065862948,4.0,0.239846705521083,35.59829719250177,25.925488333401614,0.5016129732559299,0.5132809677249022,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.69320992756883e-05,38.48200646611044,29.745400958440072,0.5048364473961755,0.5073677052738659,0.0,-0.0009836077593186,40.445866638151735,31.179150918202858,0.4618681412486953,0.4605501294277432,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-6.803761351625859e-05,38.99148093861946,30.135638412475583,-0.5311724826765342,-0.5214997441999779,4.0,-0.0005615681313502,38.44781712519008,29.62561557801129,-0.5288631176980564,-0.5248637699736847,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.182897558768772e-06,39.49875512070773,30.336919773676623,0.5176352937701871,0.5248430411760989,3.0,-0.0036490859613542,36.34070050166553,28.758774273598032,0.544076257290862,0.5583940560956487,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.3817374141810177e-06,38.440250834092375,29.49040426374462,0.3865742391870834,0.3563244648178053,1.0,-0.0087695296271079,40.63493638331554,32.145866947539865,0.3999702909232774,0.4246855638813888,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",2.1513513028814657e-06,38.526469131718265,30.022169305357213,0.4741899769521199,0.4544241866154627,2.0,-0.0220218354651879,40.36194040194958,30.26278670303136,0.4202503052883422,0.3840807605114228,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2929129011755679,32.65497334015797,24.19106013742212,0.5414746458791022,0.5477908647915114,1.0,0.3514599896848313,31.460549357716783,23.831455154941505,0.5990215359562125,0.6002344302602752,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3943653501314552,30.57252879457935,22.31549055335946,0.6315563650938177,0.6222096829194365,4.0,0.4112423968741343,28.347945514046,21.51647554815632,0.6434574663060378,0.6476019217598415,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0097450132488554,38.90088388998902,30.021837331484445,-0.0165380749076137,-0.0126948424728653,2.0,-0.0165594016884123,39.79541404206738,31.057059466636343,-0.0165619389934462,-0.0163814831897852,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3751866518832923,30.519243515501483,22.746988613370345,0.612835491959262,0.6033177046810331,3.0,0.3402724371683606,32.4544260897012,23.70380470876824,0.5851672184067078,0.5943953391244011,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3327685358162759,32.062437121100785,24.01260015125797,0.5797380524963409,0.5871307174477876,0.0,0.2859641965134836,31.51923405579833,23.87670926885736,0.5380081191075207,0.5217342048625081,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.406922083724592,29.81933093566472,21.85630708220397,0.6433067752521952,0.6333221941486435,3.0,0.3680877412555846,31.414212350332253,22.44161199658537,0.6153387864611465,0.6190303524450378,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0008238712969654,39.43692762185403,30.32116202712385,0.5140165798851619,0.5254075376984099,4.0,-0.0033316240971945,36.50804972192719,28.778084138635084,0.4186266749649189,0.400557864977539,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3464253004304889,31.004673358129327,22.545416142952767,0.6165195788722129,0.6232258546938276,1.0,0.2878414831446625,34.54120280616016,24.88167419599507,0.5798583431201905,0.5944436277221841,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.543918904114207e-05,38.69206822679695,29.85956432551553,0.4529520468670154,0.4512073022580461,2.0,4.746893731166768e-05,39.63972023435711,30.664206509524828,0.3914946151973913,0.393595953466854,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001774912128567,38.74024925609716,29.81027554822948,-0.384729388897296,-0.3870468515961221,0.0,-0.0027158533275912,39.48586969571291,30.881259933262665,-0.413161785174786,-0.4316205772290271,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3577749810024202,30.893229324988887,22.9635503976639,0.6018597330642418,0.6098921977090908,1.0,0.3973077513221187,31.1974321689488,23.412192539685392,0.6381845628071751,0.6335300177176524,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3478531252706158,31.62047871826437,23.27265376328768,0.5908219828103991,0.5969030727641204,3.0,0.3392710407060941,30.701566803868896,23.56852952847415,0.582834592464115,0.5526267175735372,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3504229560131896,31.71083599432209,24.21889648715764,0.6010184434228755,0.5994558916532972,2.0,0.292720718361699,31.080126341376808,23.81997193375679,0.5579584145758257,0.5247813181896474,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3473359282934641,31.72640466071097,23.303116729971485,0.596991364353298,0.5852879828802093,4.0,0.3077818232640661,30.94663383062732,23.20257935840136,0.5550401022257423,0.5430741030228501,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3533543753708781,31.50607678677503,23.293304966822067,0.601004423331874,0.593919844392869,0.0,0.3338778428003575,30.691729862426897,22.877340036784133,0.5848092409996012,0.5882027044041751,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0001142811626576,38.4256063490648,29.88305457368616,0.56604582818315,0.5579721887966145,1.0,4.634611586729065e-05,40.64968054588946,30.62822122777651,0.4728769616855885,0.4883936220796509,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001158275530628,38.948039175168574,30.10835025536524,0.4754678046889084,0.4862671235378498,4.0,-0.0049875872935378,38.67370853812058,29.67381805879776,0.5560927839182634,0.5621010125964744,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3669638053919254,31.054724478622447,22.073537993617258,0.6473182711327676,0.644654352932647,2.0,0.3463586971140124,30.83365452214796,21.871920179693664,0.6079234284432674,0.6190811253021105,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002631575960521,38.04488663283717,29.458358826833223,-0.4003459517211361,-0.4056830697262811,0.0,-0.0010860699682551,42.07293002124936,32.30840453558099,-0.357536994447948,-0.3902845453034158,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004865312019672,39.49248384864547,30.39978125846549,0.5426820930213863,0.5449351517207661,3.0,0.000213193628208,36.37781652481963,28.713028416045724,0.4784354132706495,0.4442293370805671,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1821199217790546,34.85286214573472,26.87722025544676,0.4727413417103971,0.4542334973464193,4.0,0.1682094794785145,36.68263484344851,28.29160794067383,0.4756105139377198,0.4686967790008504,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3383611687943411,31.30930397620109,23.892374515895973,0.5900016676991836,0.5862820041985434,0.0,0.3774822847275966,31.800119195103257,23.277459178036203,0.6151549493917033,0.605681151114063,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3125922827493784,32.15714673374778,24.394429811549514,0.5655676009414559,0.5558972610070259,2.0,0.3567169774904738,31.49690637865878,23.37345634136461,0.6015865939099709,0.6073263916308355,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3482335808447131,31.17211568260853,22.65023824571257,0.597038566388371,0.5924844198936573,1.0,0.2921993272432567,33.56393474642427,24.21118731751507,0.5536364650812335,0.563355233569532,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3458647331316492,30.99314410062761,22.81968965617353,0.5885279006337998,0.5741598763036723,3.0,0.3136462543194618,33.81552816377666,25.84074348351727,0.5625928902314165,0.5495450727162035,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-8.017053152009623e-06,39.0918791929823,30.17020157351559,0.5241701930382574,0.5349006022672778,2.0,9.120570402587624e-06,38.037240045885504,29.454656723231484,0.4372845991701183,0.4162609244093541,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4773625016927467,27.66914805124237,20.190856868343,0.6915162560051897,0.686944703428046,1.0,0.3990036933123086,31.87585738866932,23.154477090159507,0.6319781754674005,0.6317475942966092,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4792035930088857,28.091830464690528,20.257557436748726,0.6947156658581425,0.6986859545640225,4.0,0.3755664987230891,30.58098307278051,22.16089961692732,0.6157351028334255,0.6213814481465545,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.529084320280094,27.01223055774555,19.9842058385186,0.7282617206793588,0.7058908605353104,0.0,0.2864897201492589,31.16772740814703,22.90729872507265,0.5592389632322468,0.5583523539566233,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",1.995716048563967e-05,38.67012156849208,30.02983593645488,0.5036326822462325,0.4949844286187514,3.0,-0.0017119245095351,39.7368655212096,29.986997331175083,0.5536478482501034,0.5517768242145554,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3574060869489071,30.69081023837093,22.737861951486707,0.6094935127376966,0.5991788194720076,0.0,0.381104694786851,32.40012552197653,23.525515435205744,0.6238225765967644,0.6336875994945096,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3421934725651495,31.568787830937595,23.68074360535243,0.5881496651468675,0.5684482116877237,4.0,0.3152723379291758,32.04163440035297,24.693975163603486,0.5669551456895501,0.5545627745934658,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3329327025325644,32.05083346844266,23.50860999546312,0.5855341215591991,0.5986874710491106,1.0,0.2710783484620891,31.93298291499424,24.013379363595625,0.5249813499981436,0.5054072256270138,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3643667998640745,30.776601328717025,23.207024639071665,0.605802050396082,0.6052881417295705,2.0,0.348869768794514,32.26490203133867,24.14135515892342,0.5951227210859638,0.5688410719270157,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0222264764567179,39.71794207535921,30.452271746073684,-0.0359058791013525,-0.0243070261354775,3.0,-0.0031519001446747,37.29455930871274,30.127481536029133,0.0524915858562593,0.0073809662909107,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001993008847231,38.85556823521962,29.848405767884973,0.0422979496170897,0.0076489882403703,3.0,-0.0009204334183192,39.02259153318828,30.714283905447346,0.1081254062300762,0.089860034470224,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006306595681098,39.72399154213732,30.74078531469058,0.5374566016843404,0.5359533186546988,0.0,-0.0041365992217707,35.31232511005694,27.23069492329636,0.5586551315641317,0.5509690779893872,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001371799445384,38.6122517689634,29.88324162104358,-0.2371210145423336,-0.2730440569169416,1.0,-0.0012277070763999,39.94916085328025,30.621073753461445,-0.2577718005112667,-0.3033740746875515,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004793929206032,38.78930205869698,30.135968793372587,0.5063266147013306,0.4900680924028946,2.0,-0.0011335857550249,39.31319238385598,29.76278472398732,0.455892710101774,0.438064232614453,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",4.111989174870878e-05,38.66731007708086,29.894745663577563,0.531755004022793,0.5361224276945743,4.0,-0.0050106363047897,39.76513327624573,30.681439861976934,0.5367644322637042,0.5464805069233174,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3463862557135119,31.247779694910967,22.56915689580163,0.6038191838521821,0.6103775260924663,2.0,0.2753224165645798,33.87887482553891,24.08954462200321,0.5589808338338653,0.5557573226438779,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3692787891701087,30.8727121839722,22.380886565345605,0.6191885926062756,0.6120502799466041,1.0,0.3670989055771331,30.96055416271368,23.021166619300843,0.6161916203299388,0.5889298021296624,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3507334710241157,31.28649262793,22.93156185888428,0.5926161267735994,0.5837464699933951,3.0,0.3409091229757872,31.730630047631013,23.952453169888017,0.5844040882425523,0.5878659181035536,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.36694768681281,30.36157083812234,22.466941054285385,0.6085150481464298,0.6006235293495759,0.0,0.3603822263698192,33.30864105612837,23.92840463233321,0.6106906711558082,0.6108490983251628,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.358308733435157,31.17971378117222,23.010915405560844,0.6044911031100009,0.6024557156845182,4.0,0.3637215304666175,30.663476046101216,23.21142717060977,0.6035176817225985,0.6001321702597632,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4679569314398198,28.12658781949762,20.812546797028144,0.6906732577789226,0.6708782543627372,4.0,0.341638495922958,32.505871562299816,24.173275861410247,0.5883742855636424,0.5915306599027375,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4399011705556319,29.097042918568885,21.06529947394949,0.678934627611772,0.6743523773652267,3.0,0.3803654253539934,30.61162119106174,21.885644084081253,0.6245497811914548,0.6313068646702692,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.405967255995144,29.487895867750137,21.31028548659282,0.6543323666871463,0.6303572975430852,1.0,0.3892069837729918,32.239668757716395,22.98930816565148,0.63390980883349,0.6177953854166507,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",2.4352898507662424e-05,38.523150064806735,29.73906381403257,0.5450309411117781,0.5439427458439176,2.0,-0.0009931529552658,40.29907240761089,31.15367988565524,0.5109823988948354,0.5258615701482012,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.000164091220655,39.16594774619084,30.09685691979813,0.5320776044997289,0.5380200899488919,0.0,-0.002017728267283,37.72983712562872,29.71176867048708,0.5183707155471978,0.5320261206524527,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3276451990857078,32.33756626384444,23.742668436682383,0.5808393441551245,0.5914008464825976,1.0,0.3170817486161775,30.22928735740496,22.36931548314552,0.57182276997147,0.560869488324386,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3085877045173891,31.650670819766603,23.01346480702048,0.5712189301524913,0.5599034750928404,2.0,0.2886774612582917,35.233643009411445,25.196298924194625,0.5724130158101912,0.5616252206948014,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0146406798390448,39.63214003559942,30.56270037026601,-0.0070889740781898,-0.0059207864675179,3.0,-0.0208339979820937,37.16306022531469,29.39353816912925,0.0328376058584864,0.0112948861418982,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0152538490373244,39.24208103040249,30.326618997129675,-0.0068910664900308,-0.0159291202452429,4.0,-0.0066309793942416,38.7570543360538,30.591353648146537,0.0339068350601687,0.0198380573498049,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3462575407683471,30.967923593443228,23.127980756629004,0.5891862609839176,0.5868315495980323,0.0,0.2435425012272083,35.7486064916118,26.012597998632145,0.4951219731797193,0.5137936739288753,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.338760945163614e-06,38.54500734090853,30.00842470811818,0.516710024887596,0.5130300121050189,0.0,-0.0061089699694414,40.24134861328912,30.22527417159408,0.518128153368277,0.5267990867431208,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",5.253258952497841e-05,38.915155459022856,30.161380275360525,0.527624016063203,0.5119672606084011,2.0,-0.0013540761921218,38.76466760521367,29.579545590753423,0.4727202391034782,0.475338780139292,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001205735937273,38.54810332444909,29.590216010838336,0.4903626759806287,0.4915085894804205,1.0,-0.0048274261010272,40.19377781212696,31.815383532380405,0.4917893697688594,0.4622109606641518,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.00020386846119,38.25978178344904,29.496142370563668,0.3505017260458795,0.340832977309625,3.0,-0.0061118796479318,41.35368055912181,32.12882319829235,0.4478694768814583,0.4876889555716737,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-6.043589600568389e-05,39.13786008238338,30.218465415536546,-0.4464838104450539,-0.4675709405372295,4.0,-0.0033696449183129,37.87598067706193,29.236956346903764,-0.4939496245686178,-0.477389350145555,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3498976796666296,31.64684427418578,23.49074782526901,0.5916985969374355,0.5931678943947978,3.0,0.3108672391607097,30.962507290749304,23.233384054288475,0.5637032109858198,0.5570436341671594,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3618500080928458,31.071152486867515,23.28323487059058,0.6027054885500929,0.5970027440661941,1.0,0.3369551579866195,31.61050546156485,23.82128514940445,0.5866074257565992,0.5752307754877066,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2999979376621461,32.75244981295669,25.134531589534188,0.5535927129012619,0.5415700837594748,2.0,0.328662808098303,30.96711512237614,23.11436267659436,0.5857332699212627,0.6072567001730039,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3596998565513692,30.99644096293829,22.904260373642185,0.6010108140961914,0.6051556134099068,4.0,0.3633166080733981,31.48607357448414,23.403196682786287,0.6037768335794452,0.6022454704270706,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2723919147554339,32.95766271190123,23.58748506868376,0.5580864835756085,0.5631570120744396,0.0,0.3843555650197945,31.06966664300548,22.772905562456337,0.6314759579706772,0.6522629522405271,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3778605959947162,30.639305941242537,23.35611358570726,0.6305585790409125,0.6401856331227165,2.0,0.3444087982771671,31.511200217453315,24.27193677494624,0.6115503870270131,0.6408775955095504,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4621928579206429,28.404111430146497,21.55923441951569,0.6952139413459476,0.6886106859044129,4.0,0.3937740986593614,30.739135942471968,23.12801787036739,0.6487654156237159,0.6407513344581599,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4057173139330424,30.221150058886007,22.292526377111265,0.6370916202130843,0.6390588706855452,3.0,0.370064186057371,29.792457932553315,21.7338565143853,0.609241070534619,0.5829510846119556,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4284119909062649,29.48223276713486,22.123076828027425,0.6546634478131705,0.6525317597126788,1.0,0.3392525294924782,31.22606439289549,22.722480871540228,0.5872801695499715,0.5982057322801514,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.490943485000674e-05,39.02349271529644,29.912081153033533,0.5229101207682545,0.5277106570361815,0.0,-0.0004971552947881,38.31889821519007,30.47873595146284,0.4969911065766982,0.4962289435957585,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2775090591526495,32.86291922375399,24.078427774782053,0.5468322966127116,0.5560249746413073,3.0,0.3139601295893512,32.92689918168652,24.23906848463293,0.575950536774174,0.5971071154335472,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3302857968046201,31.97028275212941,24.024699765414407,0.5767146656010915,0.5833126639821019,1.0,0.3354478929577821,31.082810159699942,23.437707976667845,0.5810195478589436,0.5844027674387855,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0193156821490438,39.145149648489735,30.265031451290604,-0.026433421490202,-0.0181002360231472,0.0,-0.0306661297255697,39.91509835267912,30.94277723213091,-0.0641962578288678,-0.0697785542008855,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3236244387931084,31.499491970870515,23.061434946246344,0.5803171450120486,0.5479892895952286,2.0,0.2583436954800314,35.39527606638839,24.87469924048855,0.5231209006791897,0.5706666467912027,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0173329304799905,39.08481649537044,30.24383891714436,-0.018521601493516,-0.0258977936221496,4.0,-0.0095604120393675,39.54914650968948,30.838693234378347,0.0238321140374327,-0.0037190271541296,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001163038744151,38.76388907225922,29.82579295861231,-0.4754813857350178,-0.4760890482697004,2.0,-0.0020401433296506,39.38472549133241,30.936007416607584,-0.4716856793860676,-0.4761036112306527,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.581141667829968e-05,38.70368679179877,30.00090204756228,0.4809402861377136,0.4889889232746803,3.0,-1.86719444319472e-05,39.59372257805303,30.140746395163337,0.5064817845795055,0.5058480881345866,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.429342049380949e-05,39.64420104514716,30.58644758146104,0.4136694573477747,0.4125815746959494,0.0,-0.0024371884168989,35.70497129243118,27.76260280034313,0.2959744684847488,0.2653910729383781,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.509910055365388e-05,38.39034903416085,29.81344297926393,0.1936982259064311,0.1885384304080737,1.0,-0.0025806379119563,40.82491978429319,30.85338827514649,0.192970282279489,0.1850183589103541,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001604174085931,38.881980228348745,30.09085880289992,-0.3541716395533806,-0.3376317696142532,4.0,-0.0011271200714,38.91495454845915,29.8739043625087,-0.4232865417404051,-0.393903269601505,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4069332388312632,29.679171560553915,22.28696568678993,0.6421059291286779,0.6316217372852261,4.0,0.3632565172818673,32.10238161195738,24.042572171877502,0.6080367843448073,0.6134699615195947,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3953889037144705,30.37979658893533,22.12047365777133,0.632982625247597,0.6350461801991812,1.0,0.2902098909437625,32.11862841037996,24.90554145802537,0.549073891091282,0.5350008531065907,1.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3507219191984213,31.58196076141068,23.50801603443982,0.5927288803321067,0.5924239918902667,2.0,0.2841007555940458,31.718334340866583,24.307508989098952,0.5351634152717566,0.5053920581153887,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3271953493720775,31.827060267441272,24.535149327696185,0.5796428101167945,0.5655061212160326,3.0,0.3111531748174513,32.52824392248371,24.454141913949623,0.5714296173320264,0.5924756761845302,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3328388303558256,31.8488121977256,24.003072539460167,0.5791409675837189,0.5751739945155538,0.0,0.2932795411228379,32.2973170916316,23.69473488768486,0.5415807897826377,0.5491626860634203,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.555480340420523e-05,39.216379119965126,30.273661464847933,0.5032707665492059,0.4920621241622782,0.0,-0.0001104882796298,37.52391898118563,29.01851806306186,0.509273515513367,0.5007955591634473,0.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3797636955148918,30.868676421251607,22.344493138086307,0.6235946240302568,0.6278244191067591,3.0,0.3913337698056055,29.283706672507943,21.814586989553007,0.6268610820934654,0.620474505200392,3.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3736680036808711,31.198046526684667,23.07457874340553,0.6135654201924412,0.6144584444568734,4.0,0.3739699645815609,28.997146657257787,22.7897239076536,0.6179166189142689,0.5816352545825826,4.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",1.1023136171739443e-05,38.77763381967285,29.969279191944697,0.5062754382940643,0.5099802869103082,2.0,5.70536264321575e-05,39.297847900056034,30.25639594634592,0.4924054286934803,0.4994677473796852,2.0
random,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4057610077481932,29.54701962060557,21.997376293136647,0.6373309008872909,0.6254593139011093,1.0,0.3246826970368165,33.68063846413079,24.31037197998778,0.5721291626330083,0.5968346993053454,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2753858683690925,32.71309072587862,24.48602848745372,0.5262925813303228,0.531589843879834,0.0,0.3076851244480544,33.7556715416575,25.0197484485156,0.5590068773718545,0.507701320159912,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2966376142509458,32.28508990329504,23.698679306605094,0.5617365022493565,0.5703365789206756,1.0,0.2907772334775532,34.00919576010198,24.65558672191672,0.5677470961171832,0.5697691731345129,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3318949094915203,32.00031686866914,23.918767554583614,0.5775372901056065,0.5828335163389146,2.0,0.3300388899797846,30.870353500565848,22.90430144323062,0.5770236903009263,0.6036476413527788,2.0
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random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",8.717057629870073e-05,38.69455252427004,29.901919838474225,0.5157778755304048,0.5068720727086425,1.0,0.0001025177840956,39.6190696064292,30.55856851029069,0.5212100161078062,0.4982490000866796,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.5148552617305631e-05,39.091950773867616,29.912012305586305,0.4963791010777495,0.4861282718402703,2.0,-0.0069810010381559,38.07320310644331,30.45608454330653,0.4242413072010446,0.4238660917854243,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",2.208438694029091e-06,39.07154215839898,30.19902172182684,0.4492848585319269,0.4415290088087097,4.0,-0.009954914133704,38.15546533786478,29.310599381538285,0.5062591549687588,0.5107284129956479,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",7.899072366090998e-06,38.36569419134358,29.59394934782263,0.472233534124244,0.4559608190222913,3.0,-0.000205144077082,40.88863838213739,31.80461089042768,0.4976606707840255,0.4983843010282889,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.315017495896345,32.08965652488425,23.651806710605754,0.5657473230017365,0.538858650867964,1.0,0.299111473567483,32.887576786720395,24.00002684830966,0.5663123102871588,0.5769276595673619,1.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.363712750521852,30.7310687501276,22.417663566638343,0.6131196131141085,0.6045745607896276,4.0,0.3706119510746349,31.95433046880282,23.300507878404773,0.6167380917576168,0.6179121020936549,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3294628707989978,32.041471717968115,23.32101253503805,0.5774608774034992,0.5706816093114949,2.0,0.3402228173184486,30.70894749675283,23.58059856409569,0.5875283239491845,0.5528095338888427,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3488502849329606,31.167803067654727,23.26127750029058,0.5917999847771669,0.5848511962379701,0.0,0.290514705641428,33.46907089433929,25.07758704961489,0.5413105383879676,0.5471493024117856,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3678749633803483,31.183007208097035,22.906170493450063,0.6106055107030799,0.6069853541101059,3.0,0.3882770223536774,29.242722161455927,23.14562662339864,0.6240257991176874,0.5982103224995997,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",4.741851086109694e-05,38.73531214666877,30.05668041427821,0.4900558102400986,0.489535002384853,4.0,1.3562710873937789e-05,39.458211340569605,29.90099839218349,0.4673270204476287,0.4815543329279574,4.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.618958573501033e-05,38.92145531851762,29.96551156062296,0.0480536970941063,0.070441163961721,0.0,-0.0069164444108589,38.73882618405232,30.340002246177363,0.1370325877174107,0.1145515064362706,0.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.388006138112151,30.371800479727003,22.05981557292317,0.6381203560728044,0.6386638884466865,3.0,0.3830787568838825,30.698448243111024,22.630726048031896,0.6235708000020098,0.5892693359779695,3.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3592732634357422,31.45003999392694,23.35913622943669,0.6055666491288436,0.6181197036807712,2.0,0.357178424634346,29.775853175118897,23.03315739080351,0.6075307900941559,0.5689547952445165,2.0
random,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3870456549882554,30.49071368316242,22.344880864850463,0.6236789114803902,0.6284141604344898,1.0,0.2973433295684889,32.35668206579165,23.78919978000693,0.5545036675808539,0.5504569028880547,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.045337183176634,0.2728547070908404,0.2405096523899881,0.3023069334008144,0.2876097760900448,0.0,-0.0871095349512958,0.2922068754495149,0.2567992916397806,0.0257743277547153,0.0182334294294533,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0314013661406905,0.2640352343964904,0.2253345013500095,0.291000359065615,0.2874198229265757,4.0,-0.017017917882798,0.2808352620404518,0.2389425555873646,0.1895847083820803,0.1768377310854587,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0748841044476014,0.2854270922327685,0.2337259093196494,0.3183814795252084,0.3107388078251553,1.0,-0.0616176536992891,0.262302972350262,0.2153592941564672,0.0832070332708273,0.0791364736458296,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0059587276271148,0.2741035687630491,0.2352549905506565,0.2087186942842454,0.1921521223531007,3.0,-0.0195006028795323,0.2458121170837162,0.2178613229123029,0.225973092530119,0.2152450388940388,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0125730090240534,0.2747678036584463,0.2415436294171102,0.2569072417251342,0.2436175664585196,2.0,-0.1503719004968626,0.2607287307538245,0.2326964502066708,0.1117321649756933,0.1066044437372888,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0467408636760809,0.2703948455129261,0.2356004931994166,0.2572137482810117,0.2463496946923166,2.0,-0.0221322684598832,0.2460002700893145,0.2170376601933382,0.0849785425722894,0.060471664832468,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0340923722689407,0.2541952857990556,0.2129552679731277,0.2595626422256598,0.2579163452224228,3.0,-0.0871254674157577,0.3073989443276535,0.2637621401684659,0.1047740301644249,0.098173672977249,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0322954987272978,0.2696120586843951,0.2371528509183013,0.2851945599424001,0.2715755707169347,4.0,-0.1101315044972199,0.2745002886360487,0.241410474812693,0.1254862877203584,0.1281021077575182,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0589121340578306,0.2659910083652246,0.2333203266346358,0.3007060382542872,0.2902609207256402,1.0,-0.0055823781651034,0.2627494102506414,0.2308682061684642,0.1106031964316867,0.1091281395488596,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0637698846767849,0.2680198764127785,0.2340950088349177,0.2856292527351,0.2765917814198432,0.0,-0.0659998126657028,0.2506388827969991,0.221457845124031,0.2090664595959634,0.2148789752992822,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0252530967276169,0.2523247639007333,0.2199960972359924,0.2076960912814393,0.2212257791407406,2.0,-0.0470190224417632,0.3035815950516424,0.2612001264695974,0.0835645179330239,0.0748117431799178,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0386605673487012,0.265417005912588,0.2324025590395523,0.2457176731011117,0.2334268401681933,1.0,0.0363758654844094,0.2670122546274649,0.2313007872003137,0.3225916175026069,0.3154935967075711,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0309040551823285,0.2712640802436757,0.2355362565883203,0.2878731469753108,0.2818038418393055,3.0,-0.0002572649395813,0.2532302730429924,0.2219144662991862,0.0831580717603518,0.0883247876248949,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0246689940110225,0.272948397989218,0.2388043899764008,0.233729559521988,0.2198511314147326,4.0,-0.0469105064741663,0.2582889714953047,0.2302184542908767,0.1614519132513621,0.157276565574919,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0604264965775885,0.2626076798198389,0.22955838542589,0.3142512991124753,0.3036710621402032,0.0,-0.0080486231087411,0.2716582514782877,0.2373464764871826,0.0443295938465325,0.0491416579175844,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.06775538676378,0.2654576371002802,0.2297038990675112,0.2957047102196437,0.2920487645890844,0.0,-0.0029205678644668,0.2597121397447955,0.2267312796728544,0.0584109592685919,0.0623847929410779,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0483802527661556,0.2694197192285666,0.2321554389221574,0.2744617548302148,0.2622188720773497,2.0,0.000489320322413,0.2507282770169132,0.2197238243813231,0.0608236368270118,0.0344082504197525,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0458456218027215,0.2700795990932456,0.2283233322093361,0.3150374506679388,0.3163484182918945,3.0,-0.0239829671598081,0.258808686330939,0.2217776794020902,0.0610038233059916,0.0611834223232477,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.025424012416981,0.2723226444663186,0.2392928912595587,0.2467702298819927,0.2372076948452742,1.0,-0.0681389395228588,0.257888472183614,0.2294067999711533,0.1910207048419565,0.2133550046804277,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0806378375898204,0.2792993120088559,0.2458016638305682,0.2588069300126538,0.2435193104785685,4.0,-0.0115130644999159,0.2800806055087375,0.247386507948891,0.2809472644652902,0.2698391007180198,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0284602300038174,0.2660700685659903,0.221790880387155,0.2845373353240724,0.2737581393584625,0.0,-0.1101199945972792,0.2859711881210985,0.2430612483065179,0.1695204888048039,0.1769708662275453,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0314347848178846,0.2813298727935434,0.2387990723464475,0.1931484003420013,0.1785638431173131,3.0,-0.0318192360226812,0.2355872391529578,0.2071226824875716,0.0833935600377909,0.0724746689109419,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0322413023757626,0.2741118532734852,0.2296045944489337,0.236859239235273,0.2267459313868463,4.0,0.0173985799042272,0.2723047598229876,0.2300951623966661,0.3295666213140947,0.3067321521529121,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0282028451574865,0.2746179125220506,0.2420511095178335,0.240353643814495,0.2213811762892831,1.0,-0.0270860924285318,0.275160051784416,0.2435535532775779,0.3487996265405036,0.3397875315955178,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0517849746132137,0.2835631413681423,0.2380435704275244,0.2579613699345303,0.2385504846891518,2.0,0.0416375397186982,0.2323157470550854,0.1997459134880507,0.2662819184937262,0.2939355006856585,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0058285002674586,0.2692493480243344,0.2283836529975338,0.2330973290062656,0.2287401092016998,3.0,0.0309212131934145,0.2696938190552304,0.227878877454196,0.3355722928317987,0.3236811527944357,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0359587794628695,0.2690040867654427,0.2370358280864255,0.300390124604025,0.2931881367124139,0.0,-0.0578385805532164,0.2691536902677313,0.2361378830865481,0.0173717049887356,0.0088857561033196,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0717902662097839,0.257442189652911,0.219906403660619,0.3037217867784859,0.2991859189549941,4.0,-0.0141251414731571,0.2849531315132182,0.2501746468424939,0.1196314536583671,0.1205299856530574,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0474254465304635,0.2641767566509998,0.2311267918811813,0.2455781611765127,0.2349018712007351,1.0,0.0473322927465426,0.2655500937990325,0.2304748440031854,0.3290267755502961,0.3171868473612642,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0133489653101711,0.2731434545852791,0.235340120759707,0.2112678710051082,0.1947945859783675,2.0,-0.0409945321224951,0.2473214495487139,0.2197111754820817,0.1474756295907863,0.1374035240849475,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0340408986391065,0.2610241216117259,0.226575054315299,0.2505576679302722,0.2451794648451998,4.0,0.0504610771862528,0.2807780003705078,0.2449964061513677,0.2711321414148963,0.2711545330950844,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0186262285508524,0.2589187207019714,0.2258342747882364,0.2237781453955302,0.2230862156071346,0.0,0.0089066943305791,0.2878033226774003,0.2490567058432016,0.2491698711222467,0.2438506628716734,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0331519314504291,0.2787733900728338,0.2309036599833947,0.294333649583188,0.2870109785147813,1.0,-0.1010453045701238,0.2730217110575078,0.2243339191920767,0.118575530208291,0.1206684194190704,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0192436877910924,0.2603095062150481,0.2197694901968619,0.2182403020934917,0.240612888519921,2.0,-0.2089728332805365,0.3270101116508763,0.2716969579190951,0.1318877013728571,0.1255574516532295,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.091526728459897,0.278390986931551,0.2252004125087378,0.2646594930384775,0.2562875258077808,3.0,-0.24048652884548,0.311971427765334,0.2563582315115314,0.2075965536399862,0.198214147219057,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.031051124677301,0.2639717933636591,0.2315025720989805,0.2418769233836333,0.2353746290787411,4.0,0.0128516592634783,0.2794310986067438,0.2472370206867149,0.3272463691643821,0.2955987092909729,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0327378180022019,0.2534814117196244,0.2214457848864113,0.2375111572012689,0.2332540238163276,0.0,-0.0327768215535755,0.301130798098987,0.2616051053515329,0.1047195676907513,0.0961579877013244,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.042866368784603,0.2667097741540869,0.2310664292568369,0.238926263314424,0.2241822662859613,2.0,0.009588432121006,0.2637950727285173,0.2305246175552435,0.146964595808616,0.1356990622546917,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0520215126052019,0.2623721732800506,0.2295050493000959,0.2811174692163548,0.2689159025003944,1.0,0.0205463156458212,0.271974877576106,0.2381434153522109,0.1650096425905528,0.1552887549172872,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0458607490218961,0.2662529923157787,0.2324894327054502,0.244491664481283,0.2289971864096968,3.0,0.043297426718329,0.260190715630903,0.2252685943205572,0.3177930787956953,0.3095744573319993,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0268982851371605,0.272774173035175,0.2389946827326377,0.2494690850279356,0.2349038847800672,3.0,-0.0559798545856597,0.2537173913680247,0.2258881742771646,0.1004102334668638,0.089971316166774,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0401657605029605,0.2713243982713143,0.232405048319389,0.312690975772777,0.3089760604332023,0.0,-0.0046722472764857,0.2537253976806318,0.2180154085229909,0.0656057481853082,0.078802780357258,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0896836439141466,0.289004914795718,0.2370679456088502,0.2808891892798346,0.2718413689538072,2.0,-0.079708595267715,0.2609128130417981,0.215755405453259,0.0326317439336254,0.0455890333468751,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.044735678785109,0.2669796913730234,0.2323624660498962,0.263067971570245,0.2468044419733095,4.0,0.0148477736791757,0.2593741566043733,0.2278831610947976,0.229797922415061,0.2397787521360535,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0207890827236307,0.2698059283674092,0.2296914462867561,0.2934909483690563,0.2998246485029534,1.0,-0.026621164268157,0.2688354007384904,0.2292416210769357,0.0425647424604506,0.0455823879442155,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0186141261420897,0.2629149527235929,0.2260757531823082,0.1945488941239196,0.1922958696098535,0.0,0.0326101363202202,0.2790620460408469,0.2365766972892637,0.3309414878731453,0.3186777649402568,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0300944537989769,0.2685122738006214,0.2273299518278512,0.2791462783025367,0.2663797455436488,1.0,-0.0163593697240376,0.2681036220436221,0.2242254355532717,0.2531158826368147,0.2471604197905378,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0190559095566656,0.2717423460027961,0.2392317668830884,0.2629280292700577,0.2481030899608904,4.0,-0.0952865904106166,0.2692132423541856,0.2373222722091356,0.0911214007615612,0.0647555193004171,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0251220153146998,0.271234009068135,0.2386692760911518,0.2576833320313169,0.2420828061948789,2.0,-0.118800179370148,0.2645372493627544,0.2347593683186699,0.1587186468422856,0.1506115618409031,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0063088795779411,0.2614063533768738,0.2302241707191132,0.2361743743935122,0.2324200472159635,3.0,0.0339766346416199,0.283743532058223,0.2481251051194916,0.2193060840525413,0.2083935695252749,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0032078282686733,0.2777094379006789,0.2357392308655812,0.274206153649421,0.2649046440303167,4.0,0.0224907350109228,0.2366008141571224,0.2028837569773766,0.1897271308045122,0.176052850884032,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0220127644517652,0.2727647817094114,0.2339021634770255,0.2944950511996434,0.2971862563290053,1.0,0.0118492213045755,0.2527800506327156,0.2178246425713604,0.1182474731341544,0.1254096566841166,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0632373376195434,0.2745044301665783,0.229093242471516,0.182937624377473,0.191599419789363,0.0,-0.0315278828290932,0.2895033170286333,0.2368325655584534,0.3861306631686468,0.3704598346130192,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0474785269326388,0.2678828911882708,0.2349229840320933,0.3237075544892402,0.3143341126646632,3.0,-0.0268774378963359,0.2627893389840883,0.2318220649312754,0.0952615463951071,0.0840097557991223,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0279126035705893,0.2656356465462631,0.2269365191691855,0.294899592036402,0.2852581470468433,2.0,-0.0365390890789918,0.2791465995437943,0.2382287120428618,0.1359078004512905,0.1307846901867951,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0176738292946972,0.2581902545406516,0.2281307969744324,0.2670521395633392,0.2635313880936973,3.0,0.0103896427833325,0.2840664067568655,0.2470027962804167,0.1302916550717581,0.1117241136339184,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0486208473620184,0.2607697085299038,0.2266284687293597,0.2527479664157188,0.2600228977061199,0.0,0.0077766633424259,0.2768602693898992,0.2373145056376612,0.2071967495373551,0.1777837096517116,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.1149993899146457,0.2795085487103035,0.2283535386922037,0.1985627043644423,0.1937363788428711,4.0,-0.0887454324090359,0.2993037788261878,0.2435671409320738,0.3094341048036031,0.2916728783020063,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0464629620496209,0.2691474580157349,0.2354739693350633,0.2489769769291682,0.2354932975182546,1.0,-0.0021323520364129,0.2530094172075843,0.2232745339990866,0.1599036160853008,0.1663345162144218,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0698087981057969,0.2622763675587866,0.2281596579317843,0.3111197216353596,0.3086996172650751,2.0,-0.014054134168032,0.2695705769997279,0.2341918266991265,-0.0191708464134728,-0.0150194941531236,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0055619040698184,0.2637786642437225,0.2248424990977326,0.1899215781474428,0.1914218440368573,1.0,-0.0214320046776168,0.2945167323150472,0.2467744061810012,0.320087694419349,0.3013737018501608,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0134087098488487,0.2573238691237762,0.2184759244249668,0.2259436897054847,0.2457806109280226,2.0,-0.1365020858106223,0.3056296678420794,0.2574336544596031,0.2257717101633658,0.2044336288921508,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0208410654709265,0.2760125139405065,0.2379630873620595,0.2555423383337083,0.24365141725455,3.0,0.0098934562618033,0.2432370269270343,0.2123463526195949,0.1774765082521887,0.183262774426048,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0465853883299997,0.2710882733672579,0.2358040628428376,0.2566461852255319,0.2373101251676679,4.0,-0.0331093450872288,0.2462372322150571,0.2175499123112294,0.1083468881229586,0.1007636388949222,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0362898258805313,0.2812912536705839,0.2306409149676147,0.284619629174073,0.2723758861367306,0.0,-0.1510465920368537,0.275689845542753,0.2276495940689583,0.1799039602404297,0.1753376779860552,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0346235428313744,0.2716914797114581,0.2367182811616849,0.2063369291589405,0.1890138162124705,1.0,-0.2767041496465259,0.2606260881919626,0.2339910120216768,0.089400474900537,0.0843128739908238,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0609173916218933,0.2546799860051434,0.2214217684789987,0.2844243864589766,0.2813734682868333,0.0,0.0196229153614518,0.2858864468034473,0.2481104119743299,0.1452406922014562,0.1365844245048022,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0118382523570141,0.2646723015966562,0.2245345152761562,0.1853351156757852,0.192857098214401,2.0,-0.0104470006932397,0.2939956297424237,0.2449079584486084,0.3619492213347668,0.3431988628547118,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0166291730897747,0.2571075764871979,0.2276226902759566,0.2140321199923903,0.2336279100272853,4.0,0.0050922937915196,0.2952834397866647,0.2571732997685148,0.1011131984812975,0.0826485517611665,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0359167377363967,0.2665455217308963,0.2348454618980959,0.3026604681885216,0.297931698499344,3.0,-0.0657368041405417,0.2777953096093969,0.2440680802807196,-0.0375927692911123,-0.0372389513510161,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0158790992880132,0.2602478538558393,0.2295771002404746,0.2529646883947585,0.2691645511511535,2.0,0.0088017473250882,0.2890583339806668,0.2492392086430101,0.1890458359978182,0.1547248440405778,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0379876047056081,0.2559425524417915,0.2228979686753791,0.2352105621509013,0.2325426724448312,3.0,0.039099743535667,0.2858275318944883,0.2477328483472987,0.2512572226309031,0.244957277136615,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0132235955113124,0.2726447421168171,0.2314312842864761,0.2507740236259844,0.2382980620472297,1.0,0.0191800150558195,0.2579584782452901,0.2229337433889245,0.2988335571810511,0.2973471372733741,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.017479825114764,0.2799481923574684,0.2345789608952252,0.2812975723057904,0.273290294135498,4.0,0.0348464054901319,0.2354325013409116,0.2008796601119476,0.2092985861716777,0.2105540228271431,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0279703229819985,0.2699901075025289,0.2368955537444598,0.2513197117019207,0.2361003763367454,0.0,-0.0521933199571116,0.2670246652831267,0.2359677643917914,0.1673323122050825,0.1565822130409143,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0405640757936971,0.2659116254558167,0.222866621557044,0.2858058747349378,0.2722655116292094,1.0,-0.0892809298859191,0.2807314522640448,0.2376892871199843,0.155726707189893,0.1662420198279383,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.053870309600269,0.2654123407597757,0.2313577244359445,0.2668825990923444,0.2524100386852224,0.0,0.0042825992268018,0.2634831311731628,0.2311039395253302,0.1831252716522475,0.1836974018033499,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0454624639231493,0.2764662443666456,0.2305258315299966,0.2205907678872384,0.2090055333799204,2.0,-0.0057422102287729,0.2727198601387079,0.2268165392004801,0.3076570684166376,0.3002590120512133,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0078666947744603,0.2727022520483315,0.2224759366517364,0.2935479864405758,0.2846643698417458,3.0,-0.2147752095464028,0.2947720105519485,0.2451766698988782,0.149382939395806,0.1514781895147778,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0603137881805591,0.2756289668370528,0.2297680794035698,0.195275655310672,0.1869128952871664,4.0,0.0441969566206991,0.2743894257701712,0.2282181989647853,0.382905916316655,0.3717069927624947,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0070166222584371,0.2620762979222851,0.2247452063417701,0.2546711990152458,0.2574938796608819,4.0,-0.0552665671170844,0.2994265413774984,0.2509193626694057,0.1575617086673771,0.1479178444271621,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0326249693020423,0.270402314639766,0.2381288419859084,0.2149110500779177,0.2112182324319675,3.0,-0.0020141346381596,0.284231133507706,0.2526749518644242,0.3766947160508632,0.3711618703041632,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0099007046289755,0.2610549726736798,0.2216993306724475,0.2435414003881851,0.2728073485589647,2.0,-0.060785721958176,0.2968756015314839,0.2481052945994455,0.2377366358585526,0.2000283770521338,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.026856770279117,0.2708396234724019,0.2368485068406997,0.2425854743580655,0.229078732141764,0.0,-0.0114302896509186,0.2615055289164197,0.2312201099541678,0.2007240314812172,0.2064274932174292,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.033896285307861,0.2811765275329006,0.2364060750841074,0.263595346076278,0.2530193287594043,1.0,0.0028853389565519,0.2444962759920858,0.2081043039430891,0.0922187392564246,0.0759346941616171,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0878956864685186,0.257136002147845,0.2218603461366316,0.3020793648279867,0.2916632021085536,4.0,-0.0103130426382977,0.2737202914555156,0.2367804412013047,0.1788704960933629,0.1886355463644271,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0172022226992618,0.2746179743440761,0.2414739375762902,0.2411024842325228,0.2197190363697983,1.0,-0.4298566503983108,0.2734710599794192,0.2442686869584425,0.2001216679351027,0.1943238926364507,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0467994293759644,0.2688067643065802,0.2360438543884315,0.2817827433136691,0.2578757272193642,3.0,-0.000488274671901,0.2553379286168841,0.2245358024275382,0.1942570021514868,0.1981842277669584,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0529166254018113,0.2700127436706168,0.2373923205089197,0.2905075611091073,0.2826528801185134,0.0,-0.2016818786324761,0.2623015124713138,0.2321024454793622,0.1583136495888679,0.1568190050657373,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0952218457939755,0.2550117390690754,0.2181598023224137,0.3283365687413503,0.3254861722623117,2.0,-0.0453698928432471,0.2833850955836094,0.2453810751742557,-0.0100700040678388,-0.0134229000911344,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1018048985414672,0.2770296476351484,0.2260680054693924,0.2376812456925295,0.2574447637887167,3.0,-0.2090109251747134,0.314191530375985,0.2533233547869182,0.1256550388070987,0.0978739252829983,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0436877919779368,0.2662969701109541,0.2312727128045707,0.3001300024838475,0.3006333219829035,1.0,-0.0027285616589065,0.2667423285504737,0.2295621024711726,0.0139355057730783,0.0183864633646704,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0032806642512503,0.2722011025797354,0.2289984978606131,0.2853480670302779,0.2692233647731804,2.0,-0.029629269436763,0.2695239934731795,0.2305463265956683,0.113486337782964,0.1145368420793353,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0152125806001348,0.2699274182988849,0.2327811598962032,0.2241299937750498,0.2096889817798645,4.0,0.0274971455625748,0.262624815258476,0.228971048874687,0.2791396554862002,0.2818765649882799,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0137608671456418,0.2754698839971686,0.237568681948851,0.2208801641419173,0.202179754747402,0.0,-0.0871892175798469,0.2421515307081954,0.2156311563761269,0.1747645349776062,0.1624635014687802,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0330608569635682,0.2560362450600639,0.2172520892463862,0.2595895784623688,0.2512982326304253,1.0,-0.0974975114179774,0.3087656445106484,0.262465475166225,0.1342659043762979,0.1191065681406587,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0516707515883462,0.2627648461980101,0.2294328678629688,0.2627675671727749,0.2529525231018836,3.0,0.0470230459775541,0.268239130004644,0.2325024175464659,0.2843113752477797,0.2868358671740951,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0441399261831662,0.27194740360075,0.2391913940275063,0.2825311979246946,0.2783359907327543,4.0,-0.1476014653349386,0.258357406816006,0.2290980630921602,0.1874176911267145,0.1904132088460005,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0352658678952273,0.2666477074555541,0.2318188078003161,0.2223098260174343,0.2033923388590824,2.0,0.0411851613539218,0.2618935224719053,0.2289513990619744,0.3008074153810823,0.307999349562527,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0460054364279909,0.2606913653233304,0.2292203258900049,0.2967905385020633,0.2931922641571439,0.0,-0.0155076027518081,0.2868269007929939,0.2524413392918999,0.1921537359936567,0.1870256846828596,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0305444948032592,0.2672760755321617,0.2317558433778202,0.2444264957390795,0.2287947860870193,3.0,0.0046860180608722,0.2690114467563549,0.2341130051360559,0.0909526620592896,0.1036824171568518,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0506450272835411,0.2688488930863992,0.2356484917924606,0.3060625217622628,0.3021908762572662,0.0,-0.0020682605436508,0.2585686914020086,0.2277653336674643,0.0707424701805725,0.0754006575702566,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0395309985962999,0.2798443494157111,0.2463003365107652,0.2947083701039241,0.2856616711520037,1.0,-0.0119632907315658,0.2635860433475571,0.233374404777605,0.1761782394626304,0.1666093744740772,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0208057180883506,0.273292161869677,0.2394673478773266,0.2146683563940977,0.1973083314238289,4.0,-0.1185093529609704,0.2548405888464922,0.226293577676905,0.1360643517199987,0.1204118522147235,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0201299269170677,0.2739334453656445,0.2375393682027772,0.2211974842697491,0.2079520319554568,2.0,-0.0638549098096858,0.2486339558868902,0.2223392124266263,0.1957055880724581,0.1970728464813877,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0735629754622427,0.2586894033581226,0.225908004805114,0.297670119741841,0.309208185164018,1.0,-0.0046116118818961,0.2762024335517464,0.2404727315802005,0.052302004817024,0.0638898883929723,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0117064434676458,0.2567253868618899,0.2178809006583169,0.2304267201304053,0.2426715354488315,3.0,-0.0918480410927593,0.3109821712457082,0.2631666743179847,0.1189309456088798,0.1085572473208122,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0218127166694338,0.2723911140145408,0.2311886324579109,0.26383675450432,0.2541010463340992,4.0,0.002806480255226,0.2535706422234896,0.2141982408593077,0.193254144369732,0.2000112223777034,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0415435849159493,0.2605036548086092,0.2187759689250931,0.2727911222378824,0.2649202779907404,0.0,-0.1208117737025069,0.292382377443953,0.2474206646067508,0.1575335498511446,0.1402176391623087,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0524775098872786,0.2660490782896747,0.2333184346327738,0.2957636475090661,0.2880268171116096,2.0,0.0284656811690887,0.2608626815710594,0.2286491413560024,0.2030983151848305,0.1904917477665534,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.018106386711386,0.274842098545607,0.2387502460045522,0.1976167336659634,0.178128616110789,1.0,-0.256294319867129,0.2482855990526324,0.2237545189409482,0.1385773030576588,0.1299420552689314,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0113731423154926,0.2677547359175228,0.2345861337413708,0.2334722979538241,0.218845843198637,0.0,-0.0100947086301164,0.2765034701264722,0.2464341193132943,0.3245644397100009,0.3341817609264121,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0204782056471511,0.2743116559386619,0.2380782575351823,0.2114417509877869,0.1970033268237941,4.0,-0.1286906654207218,0.2472714641645416,0.2203714809283404,0.1033628148294557,0.0787572270853588,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0161079247089002,0.2615839837214271,0.2271035559106339,0.2139416252698076,0.2284426703769603,3.0,0.0113831447074638,0.2881770503268893,0.245460588349183,0.3690970040708207,0.3500539126811325,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0332343413910249,0.2673151625646775,0.2282998113966486,0.2606789960776974,0.2449125076906673,2.0,-0.0078363596395802,0.2693575220806825,0.230698755667023,0.064230880855477,0.0584891771752201,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0729525130613275,0.2657146474425347,0.2243762593916532,0.2997568934543271,0.2924892513870195,4.0,-0.1177728922297618,0.2720048290779001,0.223157798322815,0.2193989940830319,0.216851079581182,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0761631915522098,0.2652979351157042,0.228780156875394,0.3298756812421992,0.3244986332923444,3.0,-0.0105031716347085,0.2569239815219627,0.2238306120623382,0.0710583385879144,0.0768076137343913,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.062498014736244,0.2679018784642427,0.2298689907235573,0.2897985221882816,0.2799932647875044,2.0,-0.0078276697610311,0.2579523918986137,0.2216027518130626,0.1953642517131201,0.1912895457816195,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0673443501139414,0.2658825186813823,0.2298535093152028,0.3033588762665775,0.2967698764831576,1.0,0.0018485705124562,0.2526916522981465,0.2212234715228909,0.1795477236124135,0.1953198057388769,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0383953642683322,0.2710095181493967,0.2384013637673046,0.3006497165705754,0.2918037845952821,0.0,0.0282057844560765,0.2527680574157802,0.2226589088303198,0.2192576074786466,0.2165673723106645,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0323928445016424,0.2635881761305831,0.2295699339379316,0.295048885906971,0.2754650078178381,3.0,0.0084656838027323,0.2785608666410896,0.2417917834033041,0.1219789766845614,0.1251179671962883,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.031497694019685,0.2742044441492916,0.2374168544494526,0.2762202491948794,0.2680282449073213,2.0,-0.0329523629945154,0.2392805311787645,0.2096562265450584,0.1667064941530788,0.1564884439386728,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0109758700026311,0.270070449286689,0.2272749243485819,0.3132998452244855,0.3025170094975146,4.0,-0.0421533610160116,0.2741008907837714,0.2297661031962312,0.0315971401588095,0.0293903894631198,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0659317703824806,0.282075076579211,0.2361566666103936,0.2145191447606942,0.1999443981358385,1.0,0.0150448428636944,0.2549757085175011,0.21620717643102,0.3094237271150148,0.3088499161697614,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0066433976904647,0.2749648555713259,0.2316417265317197,0.296725183061705,0.2864121753823792,0.0,-0.0432266247113541,0.2633264487934721,0.2234464001236526,0.1349435283992365,0.1492062411035779,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0303986082153284,0.2722613377282517,0.2299670964019691,0.2718293719860698,0.2622634407905168,3.0,-0.0229150086233758,0.2567992355566624,0.219110365538712,0.1863348667458597,0.1878438994914632,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.061555141769969,0.2679179955330777,0.2337375861725267,0.2772221584944973,0.2619884138192453,0.0,0.0155881256903701,0.252240506663515,0.2225833978537776,0.1577384742514983,0.1583233338820509,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0168962921506168,0.2709352236947757,0.2298100524210632,0.1853335179798882,0.1716121167567826,2.0,0.0386189760634458,0.2721546448322916,0.228885763833185,0.3714409016225617,0.3647141644381595,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0763610917042624,0.2513375305932122,0.2174232284147974,0.2827239063977239,0.2824700582893182,1.0,-0.0216261848080376,0.2948471056496539,0.2580512958011994,0.11545327869118,0.1087441808958242,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0440357098637312,0.2687261917113965,0.2337961950076846,0.2385944350920391,0.2214226733118529,4.0,-0.0010560893674724,0.2492207488539046,0.2208249878607733,0.2229618029710398,0.2255916850181422,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0047454015751389,0.2623639627714343,0.2242551716758332,0.2324578275932783,0.2325404418177576,3.0,-0.0552202567457935,0.2961127198523318,0.2488311673400498,0.2211001348633967,0.2105830642856466,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0009463074429836,0.2626018742236766,0.2248823257032077,0.1757034736354218,0.1726963544175589,0.0,0.0351250138319259,0.2853863281921699,0.2428878072872556,0.3813529520104454,0.3771619425346802,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0396828102639374,0.2700613371494677,0.2324712311179892,0.2816694861325646,0.270307614400011,2.0,0.0092387232157419,0.252163169965826,0.2197362803125484,0.096843508882863,0.0763269630375094,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0154147727515683,0.2540669143750613,0.2220508201769592,0.2059108443843533,0.2250791111188306,1.0,-0.0720524914693703,0.3079904783410366,0.2634436227349792,0.1203216394125949,0.1100974695389298,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0411051739321099,0.2701362754705217,0.232241494761519,0.273793077719998,0.2610403214508097,4.0,0.0100040477422542,0.2515803632303404,0.2189976892629599,0.101570203332248,0.086262129341373,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0793450069927236,0.2592251971676619,0.2223300689907397,0.3255328525238676,0.3161856566125551,0.0,-0.0374750854045304,0.2771611367309473,0.2379630307146074,-0.0335824296714285,-0.0259294675435501,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0283560860104659,0.2579420697979807,0.2215482380082827,0.2142184394878432,0.2142266468692356,4.0,-0.0213734623799826,0.2915858161737168,0.2481424792846193,0.223239664040791,0.2147580324073165,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0340033225279674,0.2745959663600714,0.2416276085480324,0.2569003530456977,0.2442180731247847,3.0,-0.0353067525147692,0.2491063986229635,0.2201495726309477,0.1811023945751528,0.1861038399803511,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0513808442183333,0.2668179358157937,0.2299015294032428,0.2621015082810309,0.2510320671675809,1.0,0.0215716022781671,0.2596801734439928,0.2246856145188212,0.2471033718044458,0.226251401152941,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0257697512552275,0.2588010404495273,0.2272678744831024,0.245448405271549,0.2474051416429792,2.0,0.011056229430806,0.2826473311367131,0.2458342540938488,0.1926148434043133,0.1705734688238821,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0023484390552398,0.2668415408524642,0.2232555319433098,0.267506060843239,0.2615562894839865,2.0,-0.0990060178882998,0.2939484663797594,0.2445012650558771,0.0775353276017057,0.041399867187934,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0503065571271375,0.2690079367249584,0.2383740321642929,0.2401646531113568,0.2289167007077594,4.0,0.004305557419556,0.2884443357187461,0.251090064626366,0.1499026033873846,0.1399934186400143,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0529173701111754,0.2678065646762671,0.2311978083615556,0.2932705741214955,0.2865893687636201,0.0,0.011515840879366,0.2526743731635653,0.2206977160244294,0.1774613879123331,0.1906673775686017,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0690082074634522,0.2601991038331229,0.2222356477778861,0.2913076997430377,0.2815367334192517,3.0,-0.0176134223531374,0.2759022799394213,0.2353223807002624,0.2351383982653586,0.2348642919388443,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0265283253293925,0.272985600044387,0.2296956257000461,0.3095825221721481,0.3036951859226867,1.0,-0.0210414813125636,0.2569232871763668,0.2187283692884673,0.0515173109791101,0.0625847476327059,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0301501719793751,0.2725459057342372,0.2257227566634794,0.3065490381818766,0.2998898625312874,2.0,-0.1360447365527217,0.2740514618575455,0.2273228510335925,0.1341575189501154,0.1344414433167564,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0308241953292437,0.2648670640869085,0.230163120360467,0.21483416630141,0.2058667253994664,3.0,0.0418425121071169,0.2717115900744513,0.2378188201546396,0.3060747220462504,0.3064094612883097,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0564238135524447,0.2680341263348963,0.2354308047890662,0.2964584573246749,0.2846643845204317,0.0,-0.0324113043029914,0.2622480500462297,0.2296896682266249,0.0481979561662468,0.0473048575468687,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0945918516108619,0.2908251548306784,0.2537321079160021,0.1776562614978545,0.1590846985372565,4.0,-0.9233989428774796,0.3084898701753443,0.2762355062247532,0.0555375681328976,0.0549383475844794,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0661439498272489,0.2743952647737703,0.2417167659450674,0.2058225690034193,0.2006138594284279,1.0,0.0117899518541235,0.2891431590009388,0.2559543247010298,0.3215088288365397,0.3253254042678654,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0024058313903205,0.2777528637972583,0.2368961977263927,0.1810392035195549,0.1693476199308212,4.0,0.0134478128636079,0.2492547795378222,0.2175477137383382,0.1967519367487786,0.1853337464512976,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0261316194852563,0.2810819671825307,0.2335995752166299,0.2909830524791328,0.2871457824887036,3.0,-0.060459067463769,0.2561142569874676,0.2146502019042399,0.0488750512340596,0.0546935119879373,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0186213055374403,0.2709291295238413,0.22626781652511,0.2962984322104167,0.2879541425362222,1.0,-0.0968630375406307,0.2763625728970582,0.2346777961638522,0.1114872426421685,0.1118284079094429,1.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0269922523173018,0.2728997351233153,0.2400572523620095,0.2759390491464232,0.263750192695417,2.0,-0.0153564036490398,0.2546248315791328,0.2249084873379126,0.1103471606569492,0.1215621502390556,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0039077368830391,0.2648136102566242,0.2270838887467065,0.1689709372906135,0.159299050552345,0.0,0.0228396453670542,0.2868258698055658,0.2466244720270388,0.3676558246112719,0.3641680167928512,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0385759319199153,0.2574150301961802,0.2234014653203001,0.2720998626062936,0.2661561110446889,4.0,-0.0018570001837356,0.2898706543500213,0.2480123602904363,0.1292884863339337,0.12020273684591,4.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0359761433497811,0.2702119084485496,0.2333221287493159,0.2377947718881955,0.2214549335452826,2.0,0.0289611288970981,0.2459832336557759,0.2154418530516002,0.2367583471748316,0.257141837549389,2.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0507292651531625,0.2705837868058887,0.2325074125903728,0.2818252485765364,0.2728175868677173,0.0,0.0023465245630691,0.2417594079447852,0.2106145908663869,0.1251775742241666,0.1214163041559684,0.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0609465553030837,0.2673443071052045,0.2289475871547132,0.3119487054200894,0.314552312754348,3.0,-0.004325663224135,0.2543253839887164,0.2200282754769889,0.0745350621765131,0.075160265251851,3.0
nucleobase,openASO,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0570191551141626,0.2608724565165976,0.2226129909790168,0.3118740034679715,0.3053851689930147,1.0,-0.0464275107589331,0.2822103583273917,0.2417500628786295,-0.035413458970076,-0.0278848557842758,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.194671815204833,0.2948641782028807,0.2370915499578507,0.2202676013109152,0.215693638150378,3.0,-0.1806592279521934,0.2986030538848424,0.2368059164111085,0.3625601644194303,0.3438669742381939,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0027623063029604,0.2771252329549997,0.2322916174221781,0.2815035050845254,0.2690905409661037,0.0,-0.0534445648471426,0.2621935000978111,0.2226978975364453,0.1740777441580696,0.1676881180237074,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0275836154080413,0.262169750459049,0.2189664232333782,0.2755123209232413,0.2688112183662943,2.0,-0.1335495196878957,0.2961350911259632,0.2522393371881857,0.0944149502884112,0.0855705013445158,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.03791351954969,0.260724693686856,0.2287988827186314,0.277071459988197,0.2678998966123307,1.0,0.0095320272496871,0.285723084714009,0.2520642857356827,0.1752282225766321,0.1587627894254923,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0513101324486503,0.2620116520003916,0.2267054693104928,0.2871515926740358,0.2780251949234824,4.0,-0.0007315815606885,0.2751936050084221,0.2384074599139553,0.1687757233428402,0.15546461631536,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.113345574644956,0.2815463768561418,0.2471415684684997,0.2965394811151196,0.2873962850362695,1.0,-0.2752289222687212,0.3220653771276392,0.2808100037146917,0.1326132999604946,0.1346466395920095,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0637333541439192,0.2611580821185325,0.2288410696934514,0.300653603286775,0.2903354094097795,0.0,-0.0291990697267459,0.2761767073627847,0.242515516868079,-0.0452454611937466,-0.0405369299207851,0.0
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nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0634977118015577,0.2696600727755516,0.2345249197182176,0.2621352041377499,0.25896908184939,2.0,-0.0314439296973911,0.2410836983511309,0.2116682063093121,0.1455884156166237,0.1466554833243138,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0563483256742589,0.2687622661473238,0.2302672426497949,0.2654918719115759,0.2531970405809679,1.0,0.0147476584025724,0.2526285386710244,0.2206679642064747,0.1360896230248487,0.1404803926178375,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.1059966912819292,0.2768962932734976,0.2203758510308831,0.263117422544486,0.2501747970558982,4.0,-0.3115381750347412,0.3240876810631893,0.2663323628233972,0.0853227549121521,0.0758178008673728,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0493798086907775,0.2598790848475433,0.219422688112252,0.2777250439480083,0.2676898494183981,0.0,-0.0834226052764586,0.2882106896024374,0.2468443772183594,0.092083660460803,0.0848298681444618,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.090255423937158,0.2889731191375331,0.2535051447212975,0.2519491251385742,0.2406084727750878,1.0,-0.3851235280106628,0.2888535828411138,0.2558288161139915,0.0225144262613954,0.000139190215031,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0094580624397565,0.2707182679729138,0.2393670879088061,0.2265411313625548,0.2164396613366318,4.0,0.0009524152030542,0.2677335478708515,0.2337020554365935,0.3349193803505288,0.323765816363409,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0446348366304948,0.2632208149766379,0.2267867055450342,0.2853822020278726,0.2796865596286074,0.0,-0.0122901116367681,0.2764917739870136,0.2378105986713173,0.1061993470203036,0.0964166529121615,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0273932108552406,0.2632821972062033,0.2206109490274507,0.2740745576010427,0.2668319550326135,2.0,-0.1402417190164511,0.2940199233561409,0.2492542101694465,0.1142763661434823,0.103414028577686,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0133053638879168,0.2719874463072856,0.2344065802485114,0.2184643946169722,0.1957888861110613,3.0,0.0247715459307008,0.2507015541076188,0.2202065337623328,0.3158788337173104,0.3159805263324398,3.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0467601768275975,0.2695740615983104,0.2367234163905008,0.3005069610378544,0.2918049855306213,0.0,-0.1100270720073381,0.2670658879740281,0.2362986662463938,0.0466276492262865,0.0545225543562854,0.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0081671988884888,0.2542592010152347,0.2143709531087518,0.2000258143179298,0.2130835295057829,1.0,-0.20148326740772,0.3175067242466914,0.2668549153879097,0.1087127690741302,0.0940720360761139,1.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0608553653532647,0.263341031124622,0.2295740653330983,0.2676433364981813,0.2525020174680339,4.0,-0.0074915307644987,0.2698950103302684,0.2363788820024039,0.029093681161056,0.0248770594656905,4.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0631835933350403,0.2629471752578723,0.2283814383827093,0.2918696998802118,0.2821363968464746,2.0,0.0113282369770276,0.2674448526016388,0.2312401538954326,0.1355554870157272,0.1333332165968761,2.0
nucleobase,openASO,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0705393068325157,0.260074485855734,0.2262987785829197,0.2861244466509139,0.2746272578872461,3.0,0.0142513990738873,0.2698237619077843,0.2346343183414954,0.1598866100579902,0.1540506951949119,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0137210136275809,28.82716232589117,24.433835919972605,0.2302130678564147,0.2264492472639211,4.0,-0.0541507979379149,28.495083225418764,24.10575807741317,0.311347351740555,0.3120209111594592,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.049620218612717,29.314749566993832,24.688550672585524,-0.0132474829531828,0.0740836860895078,0.0,-0.1720649080567582,30.07182084113853,25.295124747538928,0.1066832734342287,0.1037059185692531,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.068167935684822,27.78318356314002,23.119592850860563,0.3058753587942643,0.3033274755420401,2.0,0.0412765519433389,26.91722601882212,22.544233473816245,0.2633693014445406,0.2734510256393052,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0295942375434099,28.95282832227685,24.46781288144048,0.269510023349636,0.2663935878794314,3.0,-0.0322117964081092,28.789890734943853,24.42794462319998,0.1791967307167685,0.1429038328772805,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0413030057906811,29.189127036853247,24.661656922317672,0.1469064115793423,0.1615687938091707,1.0,-0.0690815824482691,29.01782176391788,24.457073119713865,0.1109329045072762,0.1415879465908499,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.2615700008877797e-05,28.602247595795244,24.28784064183823,0.2699018306932326,0.2913372494181108,2.0,-0.0043572258272757,28.10929140169668,23.994101092918235,0.2741919248275418,0.2762236968886067,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1056781198660942,27.03539362257982,22.88572924203044,0.3354838477940585,0.3240110021369147,4.0,0.0324955262876931,27.50457166958933,23.231225451273662,0.2127977900852769,0.218316229526993,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0024775965982235,28.841303169130505,24.50733423765701,0.2383302865208591,0.2446322420241542,0.0,-0.0472729002883303,27.81698815555781,23.5532447819063,0.3223575661404363,0.3216308350643113,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-3.6446259496170086e-05,28.445382078912576,24.120410412885736,0.2200500986913627,0.2156431827582935,1.0,-0.0179693458913696,28.693686584806603,24.610894407466823,0.4174088822194726,0.4145073452281886,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.1934942967538618e-05,28.23212163744581,23.956813258646857,-0.2366107659953406,-0.2328156394371638,3.0,-0.0148688213357606,29.35089695560941,25.175088763603647,-0.2731165959162882,-0.3029003807919938,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2590036436952537,24.692134646671,20.05812951175878,0.5282217694870357,0.514252640119333,4.0,0.1006750474559015,26.1399973346156,21.44465358022194,0.4361645554492477,0.4388113755241861,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2205384515283815,25.161947556936408,20.376835724934907,0.5089074913749234,0.5018381487158496,0.0,0.0887293780768498,27.12975942641713,22.118668797120066,0.391666086774016,0.381938497969077,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2045174413549767,25.458684229109974,20.869195412061902,0.4703663835706569,0.4662548925989161,1.0,0.173924122561718,25.52065489170378,21.164088575451867,0.4269149188285811,0.4186607183492401,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1878720577098211,25.76512212651724,21.1919502748784,0.4610102922771517,0.4481762267054808,2.0,-0.0252397795730034,28.468001937369447,23.28551805923703,0.3043114371410385,0.2787261991857106,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2398661132229798,24.672280393192075,20.129424504082184,0.504689224206285,0.4995655043339002,3.0,-0.0112939415349169,29.082645793073763,23.55850131045977,0.3050018161162671,0.3005736709230469,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2938545782933551,24.023916771988347,19.840541012347582,0.5462091042473582,0.5351326067826635,0.0,0.0685975107248452,26.941994988099115,22.240185453178103,0.3258464410436895,0.3204722152222063,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2831058775267869,24.017033752320923,19.780259349101915,0.5359357297940033,0.5261051422366771,1.0,0.1388310110822723,26.28691479509629,21.546774361965785,0.4380168888869069,0.4285914895228229,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2816621112470093,24.18521978869832,19.813160273878943,0.5407249795690137,0.5333542263609224,4.0,0.0712731379959116,27.27831178389385,22.57422254495498,0.3370318881560705,0.3219996263294619,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2494260769070719,24.825541671267803,20.78771419689925,0.5072572763700084,0.4955672232273403,2.0,0.1040225291217759,26.027426223846938,21.62776346449274,0.3422222496736941,0.3412212296804825,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2457637654002528,24.519920791058126,20.31985005057833,0.500718263758306,0.4922383373803187,3.0,-0.0011075128569337,28.97254365083376,23.79444926518415,0.226932584541221,0.2285486349103112,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1534214698339436,26.14452179415077,21.66283346290967,0.4084778392981396,0.4087879125710832,2.0,0.0846670266750567,27.316669725659825,22.54019116031349,0.3479635489253594,0.3466006250623511,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0646474333239361,29.178484518284115,24.27002826882697,0.2901444461155694,0.3045266555275076,0.0,-0.2066426857345755,31.839186414772307,26.428670443185258,0.2975397497135844,0.2644757291784183,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0746977436927441,27.37196441145789,22.96028783913218,0.2853286352764363,0.2721660664546432,3.0,0.0999103038835145,26.93812114765269,22.439317298787703,0.4454715831724319,0.4319276597491392,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.161775777816692,26.04372605406889,21.450838795525502,0.4369974327101096,0.4358888779467043,4.0,0.0761255494202336,27.317630015596595,22.52615193296223,0.3577731373978298,0.3470484716384692,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0370288901525701,27.819794676907456,23.336024372806747,0.2444311902414417,0.1754070256541662,1.0,-0.0119187484643663,28.470645652231216,23.79446439615134,0.1711993044896859,0.1431914557354134,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2758246727523056,24.31147403398745,20.179285352048424,0.5298914843200981,0.519086687381279,0.0,0.1568818285304223,25.88055300165185,21.72433636662722,0.4168860722272449,0.3977042333860539,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1979712266117809,25.39999488028547,21.06077189798728,0.4543739933363254,0.4463134396036864,2.0,0.1460228571697599,26.59805383719243,22.09138230896174,0.40434613723439,0.400593843533129,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2274190785791857,25.26913799590708,21.152985620360727,0.4840615529144064,0.4761335695661398,4.0,0.136001061552441,25.639260708208813,21.43163827824113,0.3722653447905459,0.3694571608186744,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2066601521338202,25.134057551774887,21.06806936036528,0.4666774785422434,0.4607522704755527,3.0,0.0665310896182123,28.07225509391289,23.404777012584383,0.3255726034774995,0.3207991724521795,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1681282416210181,25.72971594980492,21.44407207584449,0.4138354598626045,0.4111142575933599,1.0,0.1003799683280701,27.67934853066121,23.06312830231472,0.3307158158076759,0.3280521430247871,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2330030476871862,24.75948011279285,20.203089447882675,0.5018539398838607,0.4885293924140144,3.0,0.2467676019066649,25.33587538008722,20.545893224543864,0.527091593008733,0.5268475857803271,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2689913669827334,24.25696274974777,19.68317305917573,0.5296189530299694,0.5198875719879575,2.0,-0.0043956694371183,28.70527285877427,22.961296670548823,0.3448760539004312,0.3281596270335014,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2147659386864986,25.105821035527555,20.426141091894127,0.4857826245769645,0.477276125459062,1.0,0.2033391281921954,25.43094162307581,20.645944527125355,0.4816692802608095,0.4740830536801509,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.223446063280519,25.35022258253697,20.670616705495483,0.4981375280612752,0.48935784052009,0.0,0.0920375470106724,26.355443168994523,21.68906450036082,0.349921317004001,0.3483788297897446,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2108938116418491,25.083304001392257,20.53916043690356,0.4759777105004905,0.4621018542066105,4.0,0.17620985081245,26.582996763422887,21.372859646361533,0.4834616534237477,0.470277681389204,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2459622388535437,24.60339533991728,20.18823785078539,0.5242769449665066,0.5099166064291988,4.0,0.2141451295592821,25.301725893516178,20.64831282331702,0.5040643724672573,0.4958550697295374,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2606268601343946,24.44697683091814,20.243455282167528,0.5107960275174505,0.4971660489266012,0.0,0.2013888914004005,25.463824167772163,20.72055419320307,0.4818815717340898,0.486105993439746,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2396399559517054,24.53633374006874,20.37879192057872,0.4896876881799524,0.4833752072994073,2.0,0.0894829125324085,27.79723699969964,23.094751145106844,0.3181203429689627,0.3119727233667397,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2680052758504774,24.25024842867284,20.062891868671947,0.5183538275888945,0.5081571859434684,3.0,0.1670972308648958,25.98434165466912,21.683775762528345,0.4105826572327169,0.4065352795506641,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2837054101013686,24.11676945508036,19.827035476526486,0.53601445032667,0.5279557031149861,1.0,0.0667760091050769,27.273394681308258,22.642313798094616,0.3601214584004105,0.3300770992082688,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1143080012695316,26.530976688298804,22.177531966009,0.3579494976546041,0.3566633305678253,3.0,-0.0505003310482408,29.771858905647,24.710876035686542,0.1525859449934986,0.1444834182090257,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0335420556690662,28.734089758173365,24.2346777454966,0.202662992943706,0.200157404557078,4.0,-0.0684482436201239,30.128915694255284,25.64287509342132,0.3494443479021444,0.3479448217070569,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0296966358934875,28.035752168184104,23.56949536096957,0.2226209008948632,0.18094877390517,1.0,0.0024437486168339,28.41968023221217,23.99046155889244,0.2735862043444562,0.3895283946785719,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0036203942669355,28.622730302869687,23.983900035830427,0.2126308222308877,0.2051165444694503,0.0,-0.0202288797545733,28.48406763758756,23.747519220607646,0.2431180444067743,0.2510439049551576,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1094566746062384,30.230943713434648,25.26964828843808,0.1496214438129409,0.2204092294627559,2.0,-0.1237295592725513,29.485893336315165,24.51578403946424,0.1038549036197581,0.1569714490222429,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0619348105347646,27.46194968322758,23.12341784932596,0.2534047174731703,0.2135433822725047,4.0,0.0978308692923297,27.35112896077572,23.259030622640385,0.3490914433287219,0.3109734199417809,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-6.898334288951702e-05,28.180928795688416,23.862101311470617,0.2291130889878403,0.2532148787159043,2.0,-0.0316715901938589,29.56565875576064,25.43114657033308,0.361189657845195,0.3592237358290869,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005102262753211,28.46534982502724,24.302473562065654,0.2899733524646943,0.2989943121299634,1.0,-0.0109024669568165,28.608359662937044,24.11270810079417,0.1427473881000081,0.1568604949932238,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.172623363963111,25.5993338123954,21.53835468972973,0.4176478628545058,0.4105574295648777,0.0,0.0372628301874191,27.934784469501324,23.41237543465912,0.316407390028929,0.3037597460592258,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0898144493823732,26.79281096196596,22.517300714904536,0.3061265647237623,0.2939896666626632,3.0,-0.1517422627009121,30.810547785865943,25.78021959839632,0.1810414227438698,0.2006750888039478,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1779177329555704,25.79161415890411,21.19328083833128,0.4468329041569862,0.4320341991524192,2.0,0.2150264916068961,25.22915323256253,20.948746515708308,0.4747099732475683,0.4797883144769155,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2252594007150133,24.89533934060365,20.36238039733308,0.4871848430252507,0.4809576750680255,3.0,0.0986391002081019,27.50860020132072,22.4261365646382,0.3969252549439335,0.3882279509085958,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.217528567797426,24.96366876370518,20.51176996360552,0.4764904478531556,0.4695474525014512,4.0,0.1444192854716742,26.88723881844797,22.25933580551107,0.3999251055714464,0.3939688796354259,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1195315980678616,26.60964222771448,22.20670420084025,0.3609255896639258,0.3413881725373159,0.0,0.0395605572343487,27.67843345879928,23.320983314722685,0.2978636747072107,0.2717782740071158,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2310314813591804,24.86626060193135,20.48887145248492,0.485701648661104,0.4756994669487134,1.0,0.1109188435514079,26.88175104567141,22.084700899387222,0.3579149745210851,0.3568082961103308,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.231687757631082,24.91026521372257,20.66475999335461,0.490264153426892,0.4841658244514728,3.0,0.0323151912574332,28.04006031929929,23.417014606620462,0.2675562055425982,0.269488494874824,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2116205222781766,24.96022403366485,20.81004236070532,0.4623005949174227,0.4576909571289074,0.0,0.1315083976902732,27.10343307659006,22.66224540162425,0.3626605792878159,0.3337543568858218,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2445895980577638,24.882678855302675,20.6825821879766,0.4969244553125707,0.48706516056323,1.0,0.1157530554056898,26.19421099764536,21.672337209200407,0.3728686444769729,0.363427158313982,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2324524506151776,24.989631672326905,20.78725305618147,0.4977846512169798,0.4935377029783967,2.0,0.0464095132337364,27.66538198499582,23.0866277385764,0.3086689319530772,0.3054065732673113,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2409772082738823,24.991881710468643,20.63760066219445,0.503238977979896,0.4972832670075753,4.0,0.0730860487430299,26.67174563844833,22.005039791329622,0.3600447942338708,0.3516657693404972,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0069560123080032,28.566092983807668,23.7798040777783,0.2920174081751185,0.2900794701238873,1.0,-0.01906478742054,28.7683425410056,23.924889894758017,0.3263923130381209,0.3345444759513262,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0519359255367799,27.90258250611519,23.30934451235696,0.2815173613986611,0.2555705611332654,2.0,-0.0888360988945935,29.212993427244204,24.28953846300102,0.1096992309582095,0.0961641251207299,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0083715196862375,28.632186244649706,24.092529588023567,0.1494130307229801,0.1860112329086055,4.0,-0.047055822717374,28.228002651914515,23.665369225155768,0.0725535489916287,0.1008325928845495,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0691917263831243,27.541254382307656,23.295754768964663,0.3111392383357056,0.3122037158306975,0.0,-0.0049116037354295,28.33433418739073,23.656812248044204,0.1075682363863741,0.1116865969281871,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0172070603130807,28.36957680051217,23.802120285815164,0.1817044403369419,0.1119786773506681,3.0,-0.0776090160610596,28.53882646223752,23.999019866837035,0.1834626518130618,0.1368247957717699,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.850946575072015e-06,28.57169818248473,24.321788673257693,0.2720179786516292,0.2725492583830184,1.0,-8.884672880915545e-05,28.168167330389515,23.88488010283618,0.1784661063913286,0.1868483083987577,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1518262797175263,26.01660588458681,21.87575450686188,0.3898606697995756,0.3754523676999664,0.0,-0.0332185489324852,28.79053675383096,24.196017765603752,0.2712289029882846,0.2623661282166712,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1281341719501871,26.648796484794964,22.398837998924137,0.3616344862384322,0.3579457908796595,4.0,-0.0036373704029875,28.365654775915708,23.956202229255613,0.1606746874694164,0.1553110636790959,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006938463581094,28.796931151505003,24.518830849947307,0.2580497869519532,0.2608313169739575,2.0,-0.0168964358351149,27.317296053409525,23.1524750892956,0.3254062087889683,0.3230232073835786,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003664546082191,28.55128025065906,24.28612464758151,0.2570426910728063,0.2836788240825074,3.0,-0.0278151495507281,28.29989652833888,24.01961431872468,0.2676482529337473,0.2354287102104074,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2023393647796185,25.374682290743475,20.93393492633852,0.4659348254438681,0.4560307335376218,1.0,0.0487795013300449,27.43308806858125,22.5185526228652,0.4143891164138367,0.4072942436791388,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.137468194741627,26.472110775386646,21.93973134449857,0.4019494949140154,0.3968521659924149,2.0,0.1467120450275496,25.87421936309815,21.42215354841348,0.3942811384757912,0.3840399229935737,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1766375155922269,25.58735323077468,21.16036442186009,0.4481943709736514,0.4369193415051038,3.0,0.2206609036371409,25.990123174310494,21.74657110486212,0.4895923148100496,0.4854143898355391,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1999692629288161,25.497121462742765,20.98777755221362,0.4678529220972088,0.4639830027561712,4.0,0.1971846599681996,25.239905078505487,20.80898286993159,0.4560875398087416,0.4439744740620261,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1493716553740707,26.0675820807376,21.422006593269405,0.4226193305371244,0.4197205586230907,0.0,-0.0444702150969051,29.593467052860664,24.18438815118344,0.2079268805610767,0.2052606645738681,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2427561002480098,24.85838327640176,20.48900250989953,0.499134057290458,0.4925464457121108,1.0,0.1135076379041646,26.5282799460226,21.908587144254344,0.3545460443472047,0.3561371389725131,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2709131994590064,24.29373727952347,20.16095738110682,0.5222174167454826,0.5166557364155732,3.0,0.057879380119206,27.705849401139822,22.88014228609252,0.2952597045122256,0.2896069703842166,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2442365007177396,24.96658502551981,20.64003371009225,0.4980489998934518,0.4865924201808559,2.0,0.0693101788817043,26.47734086334992,21.89584711629617,0.3462434250069442,0.3470035047658422,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.242518980876947,24.643145325761843,20.26836030036964,0.496932410720782,0.4902553887498068,4.0,0.0529110271192343,28.12439053492307,23.4084208238492,0.2949279466226255,0.2902897834721532,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2457533358201877,24.7340420016427,20.55456116759591,0.4962608747933793,0.4791572775402458,0.0,0.1813872220062,25.667198210060075,21.17013675328364,0.4495115054499926,0.4533623151451238,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2388503818556708,24.8538708004191,20.395628581882978,0.4995568927989026,0.4852739468094824,3.0,0.2211263854105081,24.90790893919741,20.293248542006904,0.4889022062421242,0.4960422692442066,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.147650346265573,26.04356247922287,21.61314606822216,0.3977653075322009,0.3848381069331556,1.0,0.0498414191276446,28.32083888321732,23.6793979421679,0.2960534241991276,0.3000260863852799,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2756710749085055,24.184909958967232,19.65229490052053,0.5374297887921515,0.5296721585585237,2.0,0.0659825202831153,27.422922131826905,22.007894464583583,0.3667284831009572,0.3669911894104302,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.235180900558236,24.710141067973392,20.22017644193625,0.4963296392081775,0.4870370527553126,0.0,0.173536334334681,26.39892487730914,21.141080579728232,0.4861924124616014,0.4812867983304875,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2325994490354207,24.69997761830323,20.431065862127447,0.4870217280862783,0.4780220436716283,4.0,0.1991426194108319,26.1612647482616,21.678424038722213,0.4588498492111291,0.457395021926136,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2728288934038362,24.138099408294263,20.137317654270625,0.5415632692233928,0.5357214772182465,3.0,0.091044357442635,27.586175231083708,22.858302709538886,0.4038377009001317,0.4090873438687978,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2697127643660353,24.34948921057719,20.17090565932693,0.5232783806326158,0.5154509733981495,2.0,0.1417734767944825,26.32364552934282,22.042539394889182,0.3800927074227692,0.3720252720186133,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2664432269246684,24.32882766676642,19.887277050475205,0.5267764146439973,0.5123066891723408,0.0,0.2009148906139038,25.424017167754457,21.02658886140444,0.4535454455328091,0.4422800625316543,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4005956772814402,22.281000498858923,17.999523080115292,0.6344735561933923,0.6264522687593025,4.0,0.0196385763920911,27.405893895027965,22.60826564675863,0.269989635831233,0.2644109141366423,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3553945201431623,23.08228892851932,18.98802737531645,0.60495059871652,0.5940201680680226,1.0,0.132291701305681,25.85098132507224,21.493262322570697,0.3819629092885206,0.3756407794543101,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2427219228303976,24.73200062474788,20.356209200753025,0.5058628598960517,0.4971603721065014,4.0,0.1196180105803741,26.635387158907854,21.86571152561304,0.3909987918684102,0.3883964538606565,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2068922205699183,25.39072049432033,20.712193181402952,0.4920793460267939,0.4776195623223738,1.0,0.1484714229373501,26.08215490340682,21.28210581622816,0.4831373251382578,0.4858683736103707,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2318911514701676,24.872925620732232,20.3862998038524,0.4909861142585742,0.4865918950034457,2.0,0.0614509596315663,27.500557481145567,23.03063428165884,0.2988410225326806,0.2844760555864228,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2220788352227785,25.00098252697164,20.496310876831664,0.4823241755345892,0.4713416330073927,3.0,0.1454990596629954,26.5126421922143,21.8855816281213,0.4180000979788993,0.4026160654179697,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2550967195371731,24.605055003661214,20.03825519554598,0.5190805915306455,0.5075153005927276,0.0,0.2176255246332449,25.03248013731174,20.42706583883646,0.484598596250318,0.4878718481363355,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2778257717655717,24.1942296567186,20.12172860611268,0.5325571222134082,0.5243890129275429,2.0,0.2038054886706134,25.36597046988693,21.416627084261098,0.4688072675302674,0.4603458318756636,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2829354804528777,23.761889203100782,19.65365374947558,0.5393782741731705,0.5304917036868152,3.0,0.1627543541531781,27.204543474245604,22.246252850730308,0.412763689597356,0.4140571960589197,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2926078329937593,24.030481590760388,19.722010235352126,0.5429283613634814,0.5295787056337666,1.0,0.1445541650916967,25.867434742575675,21.40046090482404,0.4063225690349857,0.385224271308855,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3217920097996326,23.74416500833904,19.41822397090684,0.5701183526020859,0.5632807608858132,0.0,-0.0078036309151954,27.55306551103392,22.71066494761657,0.264296028289245,0.2616297083451213,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2978764235854575,24.00009877747132,19.802946822621514,0.5459470886774795,0.5338830044309487,4.0,0.1648276540579725,25.45773711743494,21.0884355547418,0.415961953367122,0.4175151576449343,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2554803020575398,24.923121324752334,20.07809188569032,0.5297575714142362,0.5268349218185263,1.0,0.0045901798781605,27.281902979834825,22.412201082915946,0.2947736481953589,0.2858014252412453,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2198162164085292,25.150580145321257,20.728733837737312,0.4816118696881599,0.4742912530775993,0.0,-0.1156455106871092,29.58825444077202,23.931376272150665,0.2737268513281533,0.2670071596328671,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.219683965745047,25.141257640781166,20.732591766954275,0.4938354174981648,0.4878621532275517,4.0,0.0009262412451833,28.488225780331582,23.784342156801245,0.2330813356437364,0.2330719665251345,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2429490233233197,25.00945556867344,20.5587338862844,0.5028469412786951,0.4943444877735284,3.0,0.1495198800772216,25.264059867054463,20.99630010751336,0.4045642179697263,0.4081452647114224,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2519354182437713,24.502030133573072,20.17450531511946,0.5112027565020627,0.5041566949286196,2.0,0.1184124763477784,27.01668079500504,22.35719460233525,0.3767676247552127,0.3598599844047128,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3157875343042956,23.67343655587484,19.52075739245964,0.5620119391754879,0.5554279314601215,2.0,0.1009097810317294,26.60486254707641,21.79826782861972,0.3579345701930529,0.3505226901513221,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3661848241496158,22.768251027251804,18.57114635064175,0.6059670309497249,0.5973267328153523,0.0,0.1440798307934528,25.849933605873463,21.123268791927217,0.4146250410132617,0.3964747089149444,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3317035123772343,23.269301876302755,19.00307566280181,0.5782906700473296,0.5681995124676559,1.0,0.1937567085441083,25.51918138893761,21.175610951485083,0.4553820283741834,0.4459009565953009,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3154704521286781,23.49810297237607,19.395659401864307,0.5674283521911845,0.5617546179165391,3.0,0.105914150554949,27.107452399265203,22.430279855605825,0.3704844299602753,0.35998404215938,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2675571194517985,24.336053514701486,19.98390299738624,0.5299312611692781,0.5196065277558367,4.0,0.1871240327422515,25.32861049990134,20.857444381852908,0.4649901200608174,0.4580084024648537,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3301946619887266,23.573724670011163,19.09197555587817,0.5830293033441081,0.5710608279195563,0.0,0.1152996104714093,25.72456911173345,21.07401277016237,0.3872660643213323,0.3779934457561245,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2034756130801051,25.32403843294388,20.76421886193912,0.4688089905947261,0.4613130755613818,1.0,0.0854371950819662,27.51987400975013,22.62856359880629,0.3619876387246021,0.3572582117113248,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.217752570268901,25.14969769508393,20.57846594000737,0.481922313260739,0.4776737440240445,4.0,0.1740522860893596,25.98960380795567,21.60618834723865,0.4308177984043525,0.4222851427133446,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2566027092590774,24.832253860325007,20.18409232850496,0.5217329280617546,0.5089015903707819,2.0,0.071181047452133,26.48553781677234,21.981630700977263,0.3418008947191039,0.3501067799341745,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2046497250445399,25.27661962119231,20.756091236243776,0.4711279972737304,0.4660141012456734,3.0,0.1578460100004074,26.45198395406701,21.610668292828336,0.4504223835632983,0.4591030321061866,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.27425613068181,24.030047632381915,19.94871995120063,0.5283787772254516,0.5200806895739815,4.0,0.1128225548632028,27.47660279098082,22.83776895490525,0.3548896766775267,0.347401751967144,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3026370138086728,23.72231552443831,19.53397343097885,0.5522061592637297,0.5419868822773606,2.0,0.1684539912124284,26.059241654372823,21.44560946929354,0.4278384056597918,0.4199204609908973,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3299582908508504,23.341306664632125,19.250396707865782,0.5760551268706207,0.5640343847888776,3.0,0.1929998199605498,25.26544935611678,20.806850994850944,0.4508708604219702,0.4391431432102182,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3085948843028127,23.76861868139081,19.34142334013353,0.5605059783490051,0.548590194397025,1.0,0.1419257697761464,26.14217368922677,21.62214596010969,0.4024715633662576,0.3929286358133222,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2529208468226489,24.637419712897923,20.626723107968445,0.5218866733052102,0.5126998110533968,0.0,0.1446012810764704,26.250755856046307,21.679994203146176,0.4002296767403157,0.3978587632611667,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1994268761958593,25.705657599296977,21.39577881112016,0.4589362121300261,0.4465696713156487,4.0,0.1496413062772148,25.09594403174852,20.588652143894,0.4225793572950621,0.4324352917539563,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1300572564888669,26.594978236416537,22.28383358221776,0.368505238589615,0.3728956680108724,1.0,0.0574695066296951,27.556730065725738,23.22122945015851,0.261037868723883,0.2091976832031562,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1809491168004383,25.560493124675588,21.07596093502373,0.4426638560618906,0.432640443537124,3.0,0.1649678707892169,26.511429074421724,21.456884042152204,0.4621279001220367,0.455756195357007,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.26583917169041,24.65852247772662,20.195158893687225,0.5266897909797118,0.5250288840466801,0.0,-0.0182295534550911,27.929813390058573,23.1490508219355,0.2423865715196161,0.2413912854852865,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2253953137532041,24.68254029198219,20.24557174467728,0.4832653993432378,0.4747483164195117,2.0,0.1344615158428945,27.663939115791543,22.24888407485136,0.4103028237403012,0.4286775681442455,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2169245636735911,25.25677085410616,21.08153766948765,0.4752031356717661,0.4671245751663286,2.0,-0.071080327040361,28.902966379364955,23.810209189875096,0.2686903082782167,0.2697168493508062,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3345521006998336,22.89959946321376,18.74802809940244,0.5786537287102695,0.5703114808722964,3.0,0.1914949711672749,26.704478356988574,21.480051709730063,0.4582916514703735,0.4618360689113545,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2134111461358834,24.91418407140173,20.68697002554789,0.464916385709773,0.4629993173624155,1.0,0.0289955156497951,28.07371852440322,23.52583314184709,0.3145261283181346,0.3135031747538311,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2679251130904926,24.62442930040198,20.393579932066427,0.5312427108141985,0.5202966870107598,4.0,0.2035544245879074,24.240216253965464,20.06136963271397,0.4595302884092473,0.4590447507962258,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2176553883765412,25.316316378719986,21.121593505348613,0.4680953299732038,0.4603203429805271,0.0,0.0672767109038491,26.67623466244798,22.195121886176743,0.332899256597053,0.3208214789904426,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2721080443250392,24.49772411824688,20.096067283451315,0.5272498227897996,0.5166904271509398,3.0,0.0586970166667056,26.68130769234161,21.94930915079181,0.3534845221839504,0.3606020050570347,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2397057071909253,25.032115822808485,20.469892763703555,0.5027980160845282,0.4926057722181524,2.0,0.1481329320230733,25.40969611887839,21.05990886360889,0.4221600837901244,0.4244684800499123,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2015368397557797,25.57089360366428,21.120172155042848,0.4530926719445011,0.4476540043719522,1.0,0.0010539157659018,28.11482982407928,23.35940551208793,0.2224829510274833,0.2238875159656876,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2232018922502704,24.992694109169275,20.312712370754387,0.4977778211250724,0.4887493343641168,0.0,0.1663556503569944,26.29916335435598,21.40481724116795,0.427479241277675,0.4107334693825504,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2248204848181866,25.35455568457141,20.8439975284762,0.49989704789074,0.4869408448968355,4.0,-0.0550579099952841,28.125626139281668,23.27231813065038,0.3171912627806816,0.3259162015777037,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2661957537385474,24.60458734469775,20.537787411601105,0.5194547352905579,0.511948903521143,0.0,0.1136441565588483,25.859314354471973,21.508576082228345,0.3474444736789841,0.3496511802924412,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2961917762840681,23.897563082787585,19.62684290129431,0.5447962052665692,0.5354232903446449,1.0,0.0419892098163561,27.8028897859653,22.970284162155234,0.30113958309459,0.2839463030744407,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2933846795427013,24.11323011435037,19.6827949619496,0.5503116590052599,0.5390567908057855,4.0,0.1563877738637317,25.107389060758862,20.71589222545195,0.4142807352023392,0.4079629578257084,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2449307124107329,24.64126015873744,20.486312071007703,0.4952961360257338,0.4835205634517883,2.0,0.130545028573183,26.853381538847508,22.1822980558948,0.3890198799557379,0.3768753443684627,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3073924333752486,23.485028919739605,19.42689031889249,0.5599927770003741,0.5528174106475416,3.0,0.218126429021066,25.923565027370497,21.12399166938955,0.4722432416966139,0.4743490577024333,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2205265750293628,25.21795288650257,20.72184102798777,0.4844158632756995,0.4719447371748584,2.0,0.1725112579722626,25.637532092276885,21.086674528300545,0.4488373703029776,0.4486261104309436,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1991687407543164,25.14934170009693,20.77614348758157,0.455037202083037,0.4527907019544413,0.0,0.0364652700202426,27.928843223717607,23.247305333833697,0.2960500443156201,0.2889752889801996,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2037931403842479,25.152944922901675,21.044990468698444,0.4538380469177862,0.4469618331609494,1.0,0.2545027355061541,25.5086436341304,21.340982993501395,0.5063239397795251,0.5007517426316895,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1901614637637144,25.44559139570048,20.733592565252568,0.4900093527183453,0.4781047073471805,3.0,0.2011009674791779,26.01050906249887,21.16079081262667,0.4976011314644626,0.4955184765927738,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1976876051515589,25.536106297762565,21.12763323205666,0.4678745409367044,0.4586936396690648,4.0,0.1635291993886686,25.786128102619568,21.4190478034364,0.4215787145553308,0.4091507606946313,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3849056854669718,22.24097575937958,18.07112055669105,0.6206463286962292,0.6131388383044498,0.0,0.1153470173941872,26.855715178627776,21.940141608806083,0.3827646788110185,0.3748330279054035,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1431784775998215,26.097818585966213,21.91338099109316,0.3790721766647916,0.3578839891306067,4.0,-0.0097377093930535,28.87469557650816,24.098981746658456,0.252727834836352,0.2321980322112085,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3520571490731623,22.91063185582206,18.73031814852935,0.5934353503968196,0.5827469032116271,1.0,0.1824327418707705,25.78409517956928,21.485818875945444,0.4452577208484313,0.4338210126779771,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2956342314191753,23.636615059746497,19.51089138185404,0.5454880049863939,0.537370216856563,3.0,0.1594033542314631,27.049269871952,21.837400636518417,0.440885269854149,0.4424042811314675,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3075350741215847,23.674064329404903,19.418209407136544,0.5714887312498815,0.5559972247577345,2.0,0.2210785022599268,25.10418708339386,20.42517860301,0.5177340644853969,0.5149779169740084,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2244204981583288,25.139461925017333,20.6715553525716,0.4802638265367416,0.4707335202694176,1.0,0.09100244502335,26.83396621748353,22.13992155137373,0.3616332409792998,0.3458181486854608,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2110731188592229,25.37549740595265,20.997690071139672,0.4726744680675567,0.4593501702771763,3.0,-0.0433126079363044,28.43709142060284,22.99188863582605,0.3172711638188984,0.3141416231553894,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2214801655963434,24.935427815246044,20.511354167788124,0.4843201474626535,0.4755353947294061,2.0,0.0582663923953371,28.236652055395467,23.079289742629395,0.332633217941207,0.3151914682471119,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2388595634143404,25.10689002159691,20.526557870188253,0.5077629128869667,0.5017803967450345,4.0,-0.0109548325140167,27.400685209352204,22.43213942661116,0.3506921780877532,0.3521275022251705,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1885982161626518,25.62542285990847,20.80524250759284,0.4793171426504552,0.4707551559536181,0.0,0.0357723751164829,28.03215272464065,22.84835564762974,0.3457570771794134,0.3566109896991739,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2580065995254297,24.41843841337208,20.291226488109853,0.5111553490392877,0.5036333851038087,2.0,0.1900113236472673,25.86691893255978,21.69273043213357,0.4391022949650447,0.4275795781372912,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2035207566108482,25.214132803182068,21.067638605689886,0.4544374639737055,0.4437120733799402,4.0,0.2233537793643565,25.84411994049141,21.5725694613349,0.4781648006940882,0.4858050093596814,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2578116735748895,24.60162164678601,20.446335941895185,0.5087107808320128,0.4957740724189223,0.0,0.0874291821315572,26.721958462078963,22.030507172170505,0.3603003781035682,0.3481653943332447,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2498221923038699,24.84413440547776,20.580669307434167,0.506923716121096,0.4995691404736492,3.0,0.0649464176374973,26.4353542892128,21.77836495280517,0.3706109473254936,0.3654043945875259,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2459276493380491,24.79507517177181,20.41480539940876,0.514164352354103,0.5017186682938886,1.0,0.1735842762547518,25.63344158119065,21.05991656050707,0.437455560978477,0.4381994634350275,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0203226825706841,29.0760813714786,24.655432031826507,0.1616077347479778,0.158934873655819,4.0,-0.0318520973563329,28.091930244100247,23.718893726557173,0.064547591397949,0.0818488659674886,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0122228315542203,28.264626394264305,24.07647851655788,0.1141002284165802,0.1106611540542039,1.0,-0.042520056389937,29.165228053896254,24.655649208853383,0.0514171784868766,0.0457669201647816,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0279108292094367,28.63497631941905,24.16538052826425,0.1580502808089226,0.1487913511973088,3.0,-0.0448405352687077,29.93484247674176,25.56155026510283,0.1632671933771807,0.1529016685860747,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0355647758803225,28.951171797557546,24.4697279545946,0.1785454234121921,0.1627765236700453,2.0,-0.0309930715099131,29.00333642354152,24.569793902696063,0.0954562404950969,0.0880155597599109,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0411684028158898,29.46021707900882,24.86774879841438,0.1805688295810936,0.1755329050955485,0.0,-0.0881962931533573,28.6878152618567,24.18743838450789,0.0662888952288874,0.071270324318134,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.025667481461937e-05,28.23120571737913,23.914433355100098,0.1575640078633858,0.1575010494837903,2.0,-0.0227063066134121,29.40023682893537,25.28591255813339,0.0910814052391614,0.0862535515390938,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",5.261096996500569e-06,28.700117175531208,24.38957840963405,0.1704518704405847,0.1643844253484078,0.0,-0.0105487164016495,27.7079217323236,23.60308269157264,0.08944915752724,0.0870598758297818,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0015023459540171,28.3842187243766,24.10306092790229,0.1485878938353474,0.1366819492549943,1.0,-0.0303664773806726,29.06715060992643,24.83611201149332,0.1739527836902228,0.1791067950135862,1.0
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nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",6.129848708480434e-05,28.180317603729968,23.896255016334266,0.2097646354329795,0.2040472588180324,2.0,-0.0003345303603787,29.46062645017164,25.31092387071266,0.309516919394776,0.3013459001521396,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.0604832969662858e-05,28.49519354896153,24.175563367773616,0.1446299368298494,0.1412403152881184,3.0,-0.0190386403265934,28.458107826482912,24.38335790647272,0.035251134716523,0.0277930616042488,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1237491243929063,26.58862688928963,22.207406595141787,0.3564401781096094,0.3486994856400434,2.0,0.0193328946914246,28.409341880788105,23.67860898519254,0.2507082228543815,0.222213618808342,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1292885983489283,26.44304531222589,22.0237355276034,0.3650425310294903,0.3499179140321149,1.0,-0.0033115627664985,28.857628440137283,23.99789613495546,0.2116308530261938,0.2364362919519859,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.147605971937648,26.665720185598538,22.217493959577663,0.3872215666265784,0.3831704882012535,0.0,-0.0432877109700262,27.815787672073697,23.13746074121191,0.1739103605490135,0.1564451448804536,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1451157808289872,26.175551619558863,21.88035445453328,0.3838298461062982,0.3732437580890393,4.0,0.0043968503009368,28.8367660094756,23.849680574155872,0.1801727508566145,0.1774690097631866,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1215622550366553,27.006950615468888,22.428055608074224,0.363762318756132,0.3583585767074006,3.0,-0.0095337792439826,27.18769557082473,22.50627566569865,0.2200818986936974,0.2044217474379235,3.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005337587027487,28.83166653702955,24.53930433507591,0.1887940755284936,0.181086048105133,2.0,-0.0159426891767415,27.405884598075783,23.259410995863167,0.0586757532611958,0.0428351838668836,2.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1743362799681597,25.468277467431097,21.2197464089458,0.417993584802569,0.4053434909781841,0.0,-0.0567775941100674,29.715685596061824,24.831479533142502,0.2016068795184038,0.1864764559722749,0.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1431091055124528,25.94916412067682,21.71443046871408,0.3873047089059945,0.380672985518433,4.0,-0.1059099093378852,30.220128716177523,25.4089305684018,0.1631728242542576,0.151443063194727,4.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0918881277056173,27.0985924588694,22.83055777436112,0.3058456974751313,0.2979533774050354,1.0,0.0784931091278439,26.90353043474268,22.682784799096343,0.3184313915958573,0.2833444125719039,1.0
nucleobase,asoptimizer_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0926956279002561,26.87596860296942,22.603617423437065,0.3080356697850078,0.2996341139879214,3.0,0.1080286947620059,27.705339031029688,23.1921488960302,0.3330907929631806,0.3339899240097481,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0050295725060192,25.299820618938345,20.786776946717826,0.3034680522943392,0.328223404191433,3.0,-0.0109381886963322,23.048836946736927,18.51085548400879,0.4289052012030855,0.3853215343598312,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006505864735919,24.057654413458984,19.91329387255308,0.4184196388415261,0.4403123547699193,4.0,-0.0253432885800364,26.132643422825712,20.8515341025501,0.3453372794893825,0.3870844111333388,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0025948417469645,25.086588798252496,20.57325190788092,0.2493042750212779,0.1658442777131653,1.0,-0.0163725457597487,22.75529060402389,18.53676183343478,0.2256300611597694,0.1796313339440594,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0013776663903366,24.30932961819816,19.668132686906432,0.2986211481040408,0.3542897710612113,0.0,-0.0707964195380512,25.28315752768677,20.28799145296685,0.2468829131822416,0.2973851631487859,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0013995758166009,25.43250094014825,21.011776442394908,0.354221668968571,0.3641193025731437,2.0,-0.0151840031685228,22.14151279066681,17.90061861527834,0.4060507434203703,0.3911574096930967,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",3.782680073738387e-05,24.87295039425707,20.664075463169304,0.3530102512841843,0.3299328516213037,1.0,-0.030309943233254,24.118397919339227,20.860728464346103,0.5782456102671165,0.4950582333308063,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-6.238490734666868e-06,23.07495004918154,19.087747056770564,0.4279560231787493,0.419964017322384,0.0,-0.0042546589916203,32.521947913801085,29.42543644740664,0.416161502545874,0.5461628667161359,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.046785392506578e-06,22.961743654769887,19.08291653030732,-0.2748368449626956,-0.3262760910992957,2.0,-0.0057747523931739,31.794243384418408,28.223980639962587,-0.2207582449219056,-0.249421458752757,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.971925785130949e-05,23.85751261144804,19.79725939299907,-0.4652822601138187,-0.4344865562793608,4.0,-0.0484013981913575,30.03143350223292,24.97907659439813,-0.173251563411662,-0.2480473494446757,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004348659942494,25.48729239161122,21.29524339167018,0.3952709401184659,0.4033837243537629,3.0,-0.0001496177926076,23.25203638763914,19.371784320244423,0.5129204710140558,0.4716079374618142,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.003355881927209,25.32082939358794,20.61354372677388,0.3258039170613802,0.4230183672986977,0.0,-0.0434793326143054,23.23801953576556,18.548684087918883,0.5309323070199483,0.4844512740669767,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0028303251250416,25.260962737042657,20.730430332269886,0.4024919711691442,0.4343429346003732,4.0,-0.0497164112923873,22.68304516233689,17.735352683579624,0.5916835011039481,0.5017345266574587,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.003011760429963,25.08749789126725,20.52041621880243,0.4116331060607077,0.4356842092358087,3.0,-0.0207474362141757,21.887840461152283,17.816351924001438,0.4240844229388026,0.3133804018769693,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3697786692881813,20.447492776751503,15.384126206792516,0.6234964311241545,0.4730092106250579,1.0,-0.0434337834501872,21.79503201333753,16.018941631993734,0.3988531933495186,0.4337335803650003,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.002924013424375,24.95219478348441,20.48490863609572,0.4256037268076068,0.4458847173190018,2.0,-0.0015451922301976,22.488965171305075,18.494014482613068,0.4330651650839209,0.3838367676056257,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.7897162937430267e-05,23.414195703803937,19.3278287525561,0.4102519278227718,0.3680654500682887,0.0,-2.1852791972643004e-05,28.915187552146083,25.0743488876908,0.4007318785185235,0.4904581040766308,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-5.2398897315786286e-05,24.46532755952505,20.490625612426303,-0.4043350717535633,-0.4574620475036756,3.0,-0.0138924277731609,24.694244331157016,20.106121483627632,-0.014771664922474,0.0772819467994548,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",3.417171686059817e-05,25.78719554116524,21.613579343632463,0.359913455924596,0.4226806665612643,1.0,-0.0189346230521805,21.46909013680473,17.274181849161785,0.6333613074352138,0.5463754253029072,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4705713458731825,17.108550154791256,13.511764663267932,0.6965019872160827,0.6124162874135313,4.0,-0.3198672519980126,30.724705176930403,24.23864356194773,0.1548125151305465,0.1520828891780033,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2686777695182497,20.62389457951929,15.63240168450046,0.5185447358201626,0.4493608558041804,2.0,0.1729899030926006,23.25587884774948,18.612116820995624,0.4167137748072351,0.474442922630968,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0004895846595227,23.794816363853144,19.693246783805403,0.2506316438810128,0.1718492903882165,3.0,-0.0348592656077653,29.19217099588264,25.82041336923276,0.2638384878891622,0.1285291732130923,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002063306027948,25.216045893233662,20.810527685464148,-0.0003071175554629,0.0599379097090141,2.0,-0.0472762965386182,22.574920721142885,18.17070393691828,-0.0732383373740142,0.0174880571277747,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.001797311257744,24.688590534456388,20.412986884435885,0.3791695148845632,0.4228760514989836,0.0,-0.0078570101088313,23.79261062236835,19.0277769180824,0.4204885790539457,0.3441806491694961,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0025945907274236,25.043803756431952,20.479980986376685,0.37667762264249,0.3356067924187185,1.0,-0.0327214326341334,22.45135916076936,18.143357459079013,0.1965680543140921,0.3101449969664736,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003021126740481,22.83657205470793,18.93926955755825,0.3816972598039797,0.4228469132867578,4.0,9.169471015457732e-05,30.182033690663527,25.80398142636477,0.3537124251581247,0.3406578785146533,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",4.570945106241453e-05,25.41431265528692,21.215796701153177,0.4075194656557268,0.4061565683019881,2.0,-0.0227946921257273,21.53625228367979,17.366350274336966,0.4897437041404703,0.4508660892004803,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-9.279723094945956e-05,27.05797720367893,22.64902188714345,0.3240224603433406,0.3486867511579912,1.0,-0.0244156102800046,21.327622928202302,17.29424266234494,0.5669152721544428,0.5202961000103047,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001785894614498,24.00494412463313,19.84876152209541,0.3099152944954859,0.3060799495458003,0.0,-0.0401924115403424,26.258234595142763,21.629908795925,0.3853575034592011,0.4473278682228714,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.2165288944053785e-05,24.60125436812853,20.343363521999784,0.363838760108562,0.33745897647369,4.0,-0.0050788830601791,24.2373753435419,20.74158420493887,0.5729211015852049,0.5109939005777556,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.863244486430496e-05,25.261886070812363,20.981916009144246,-0.3939531256156385,-0.3972092548241564,3.0,-0.0031802063397314,22.62862565898164,18.793881706569504,-0.5400853989724063,-0.4992884818836898,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.00363236862231,25.419641935579985,20.829867254921496,0.4269912114813916,0.3728278533864841,2.0,-0.0514411617010355,22.1691700139658,17.429532461727366,0.4418569846854265,0.4221820830648538,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0043937556109414,24.01181108150077,19.82375101089477,0.497206493912987,0.5058970153082473,1.0,-0.0056370676774897,25.64156473308098,21.32407174128824,0.2322242531704925,0.2067757248687176,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0060778262049567,23.91373537672884,19.448106339347483,0.4026771792664434,0.4285225736134057,0.0,1.23178605626606e-06,26.564651240587825,22.30848187091304,0.4722154261671139,0.3624810769599082,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3884726793960229,19.207523481954528,14.74355829513151,0.6429873826988486,0.5476179886793148,4.0,-0.2723437859966866,27.101826851963693,20.95399632111401,0.3750461381923944,0.3668981687360606,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.006409437806857,23.22719153567373,18.673233304118305,0.3973577070794988,0.404931808357731,3.0,-0.1167905295643525,29.466204075285702,23.69575905871035,0.3809552646237396,0.4044359892867842,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",6.186630783722169e-05,22.26981961599987,18.48672610149292,0.45762621412814,0.4204764479188971,4.0,-0.0142852323512092,28.776723759054924,25.15837200031413,0.3671895596626536,0.357646238670781,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0012441447736584,24.90062088438612,20.96366353352865,0.3690993722425867,0.4416027777310138,3.0,0.000234512903137,23.95491605921746,19.88219212145289,0.5378036443209017,0.4840279284445368,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0003770260292659,24.9088851763469,20.8079281948722,0.4121393623105621,0.4358314620279233,0.0,-0.0090621755409703,22.404347117239368,17.748200393772724,0.3864654853445535,0.2534259938058226,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3479842250723726,19.264493890528964,14.718691549277889,0.6042529984108096,0.5462747596513182,1.0,-0.2788253656093857,32.832971433017,27.76073104338399,0.2267336629827953,0.2363152429078899,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",2.5274336912683992e-05,24.903852450684955,20.80608325044552,0.4365711218946489,0.4708252659512805,2.0,-0.0028838231214516,23.28950486103408,18.98598672332125,0.3916500694956975,0.3752346912606754,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0018402603345806,24.78317773573842,20.352618710070768,-0.2163486046991982,-0.1515695792774616,0.0,-0.0379046275869294,23.483642270161617,18.877932286008576,-0.2208514617090297,-0.0316131318908086,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0009098725285552,23.080641292731727,19.092808390252383,-0.2643204568035339,-0.1982829949698376,3.0,-0.031274099523582,27.746477022262564,24.22409162013227,-0.2867086007749665,-0.0913433213322731,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1597044622279995,22.01511136721461,16.37093915720609,0.4258963607232264,0.398779646021734,4.0,-0.0246067851317894,27.49025128271257,22.98378262519836,0.2167458107796726,0.4998252971721976,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0009332373552815,23.88173850465884,19.701638960675496,0.3508195902818602,0.3533177310994322,1.0,-0.0484805805745167,25.810152131598645,22.615304521011986,0.5621024573214253,0.5332205307936182,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0031321400061041,23.055761266020443,18.87114272029022,0.4050485581231674,0.3973444674913349,2.0,-0.0471309499829761,29.73563793025287,26.869229527064736,0.3878077264219302,0.1784528979139107,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.7286681439410145e-05,24.50700351639227,20.363398824113137,0.1789493378324114,0.1229361932116945,3.0,-0.0298250692056305,24.50645452608888,19.61856051948743,0.0822555353723928,0.0249277627346793,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.235286237757151e-05,23.961981319716628,19.952794938485336,0.4865904221932464,0.4705665294758283,0.0,-0.0515438550899269,27.527239368594927,23.9524249792099,0.1956953951722118,0.0807362500412191,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",6.256614524025039e-06,25.115433012399468,20.967812533447265,0.4706928044348708,0.4522367348035124,1.0,-0.0013324849304063,23.033419027186472,18.99763100265611,0.3200235443094137,0.3241935074553052,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001520227678675,24.263118724423503,20.16076587456406,0.3931738527064409,0.3788889262836633,2.0,-0.0256049353755913,25.3880578411326,22.21921586316041,0.5867792135838216,0.577209169625982,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",4.956202944894628e-05,22.099938794492328,18.305973966736723,0.4441994235953753,0.4145524623410838,4.0,-0.0386069959056185,30.99543784915994,28.13173455796484,0.3644402281763802,0.3417860802873282,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0004572864556877,25.53650222079056,21.12109040850959,0.3999474007114837,0.4027092675220467,4.0,-0.0134813486837073,21.481695118140035,17.225037007234533,0.2610008984327093,0.2225287506305999,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.003543430650605,23.92690433465734,19.71554868089609,0.4868328309669715,0.4576701776774158,3.0,-0.0291969218180041,26.930965028921563,23.01844565823952,0.2832099498449333,0.3988383406885218,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0018499200726422,24.43251046751686,20.046324934925103,0.284503933681143,0.2840314740219058,0.0,-0.0129389405982576,24.56068004531272,21.090767519698183,0.4891528046899364,0.4503027885911691,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0035461759367712,25.510596764594272,20.9520019336547,0.4288268366365515,0.4113465993732219,1.0,-0.0206371277047157,20.42909928840963,16.416408723400487,0.4050604837431655,0.4042180808867662,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2248254649200676,22.10972362349893,16.839465381802405,0.4868713790089201,0.4558035227023728,2.0,0.1164097788065647,20.85115311215262,15.622784427496104,0.4300993941208082,0.4363986154458539,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.00197144954501,24.89691317379158,20.923358142464533,0.4128295403344138,0.4046888603622791,0.0,-0.0247537941372233,23.832660069580783,20.514888167381287,0.4905437383615321,0.468852146374053,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-8.468878436085348e-06,23.57673456805006,19.59776979251024,0.4333435936611853,0.4340028938918158,3.0,-0.0732436370626035,31.888525582274585,29.173447549754176,0.2979645151421982,0.1337293615462862,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",4.2718374854366914e-05,25.125245814144865,20.95900213964395,0.4796157695635896,0.4760988966937349,1.0,-0.0012795831338328,23.203476125684137,19.042205547976803,0.3621460583334099,0.3499212869607982,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0001215344451955,25.28375090145252,21.02720774295062,0.4255095280577656,0.412381011820965,2.0,-0.0068238671517932,21.99713942626622,18.210354511872,0.4600124814700905,0.4682419728507818,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.657427394818889e-05,23.618817876631613,19.72309814281195,-0.3605763495494506,-0.3997496069723686,4.0,-0.1546990912315153,27.78994080849464,24.90850431568127,-0.274075754613774,-0.2429324802891353,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.000519458361369,24.81262057307151,20.49548566216888,0.3543101129250959,0.4229720016176871,3.0,-0.001975477517919,24.079022834221817,19.88364659314277,0.5274185317022273,0.4793009300576162,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.000537555372188,24.358947547311907,20.21550627949726,-0.2241575685517114,-0.314760546080461,4.0,-0.0195582843351314,24.85626648326044,21.22082933967496,-0.3726043404640834,-0.4147652859256003,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0052986664470699,24.70054011285658,20.274839918492205,0.4399471532363695,0.4559504475765818,0.0,-0.0001901915031194,22.821742736232977,18.180617999795043,0.4124206388955065,0.1237977987830602,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.111815076973311,23.69587681899504,18.92287643049952,0.3534565111926372,0.3476571677559587,2.0,0.0447693239501484,22.236017950098205,17.673963088218166,0.2238436829502813,0.3201118557100375,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1148774161467138,23.594141879021485,18.358976444866816,0.4160403114187199,0.4340895163117853,1.0,-0.0902337646465467,24.15210628839793,18.39093898614248,0.3104307992410007,0.3055801095725511,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.17444613048734e-05,23.989265616049323,20.047453005564005,0.4440615956714172,0.4185724180491665,0.0,-0.0923403421608675,26.95393679139528,23.48328610705091,0.3051277193906428,0.2955733268693255,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.5325621664815685e-05,24.079343491844703,19.85031193357847,-0.4130494653907836,-0.4062976097471379,3.0,-0.0204423685641348,26.060550623645817,21.642033061575383,-0.4261328450235924,-0.5137334567711989,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001932492164227,24.39582514604432,20.15167984135418,-0.3557445151211441,-0.3523125746569738,1.0,-0.0225468641154837,24.945963631688382,20.37592611312866,-0.1854113261128259,-0.151657308407399,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0004577070677971,23.83170830607581,19.88461143932123,0.3376015151425033,0.352328315137634,4.0,-0.096898512677783,26.944361043763703,24.10228025608153,0.3072992742103525,0.1433432458221353,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.530994364904117e-05,25.504121996444184,21.335132708159808,0.4350741731707175,0.461759465982992,2.0,-0.0321016914751139,21.34663519749429,17.08373121929984,0.4221041437858688,0.4328047099848596,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0043289560732673,25.33774855375979,20.74013914474333,0.4056127204415323,0.3925964349162865,1.0,-0.0442542071181919,22.040611033737942,17.43254763166481,0.469343038878469,0.4591875491133637,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2671073433752529,21.191991002598176,16.27445570426219,0.5203899523302231,0.4362702717943596,3.0,-0.4700123179349591,27.281943683819684,22.31620122680664,0.0610251308125503,0.0353245963022494,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2339823759168133,21.278377405911403,16.357196668411667,0.5324112562458041,0.495796382980212,4.0,0.060847137679042,24.17037435146697,18.202567542874085,0.3459892861108403,0.3122154532262662,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0028648039979799,25.93737376030732,21.35745792571656,0.3568405972019207,0.3527956676667478,0.0,-0.0242769802596818,20.2106103425222,16.160149977296964,0.5435422813822475,0.4898631729305278,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0032786872989627,25.241882121426183,20.611311151105173,0.4340480031507645,0.4184236953598843,2.0,-0.0244527844064703,22.376706164635216,18.166618636676244,0.4528384022766395,0.4704507779836065,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.070350207387776e-05,26.01051855275705,21.651873276886143,0.4006647791145923,0.4234288870875827,3.0,-0.012440906104898,21.53377952049296,17.772521282266254,0.5848163974426416,0.5434658220697395,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.677105352133502e-05,23.7253537547006,19.67203708901697,0.468299372301084,0.4437183964498624,4.0,-0.0145516429334999,28.924059119955224,24.04741624041301,0.2853803412145668,0.423672181449431,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",9.158953024945848e-05,24.479460408829887,20.595283089614497,0.513432335847983,0.5365364229371369,1.0,-0.0014471698121139,24.520314060556693,19.66565206132697,0.2421718706889203,0.1152399006075795,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",3.3381737376103615e-05,25.468233798457803,21.229480174569524,0.3883258366014507,0.4078347462303749,0.0,-0.0041435763153603,22.96577600282394,19.486030940116272,0.606597114998263,0.5227765352413152,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",5.376880348506585e-05,24.029619923756528,19.920672785563937,0.384301464214716,0.4156038408638494,2.0,7.541603649263706e-05,25.450505518181647,21.41602128675768,0.5279642582100232,0.519950511868784,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0010558224412013,22.276689353328784,18.56144471960053,0.3248711100885048,0.3657264746122832,0.0,-0.0261763340351321,29.483611985927503,26.30219492398776,0.2132625866709498,0.2735537143025006,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001735079867846,25.046168253470583,21.063264541625976,0.3773788268443113,0.4317092087112796,2.0,-0.0057023630856736,22.47811036691857,18.078719102795,0.4711675374973754,0.3451941996076381,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-8.890620916002234e-05,23.76586572598591,19.9647156909426,0.0348046404063013,0.1766392119051862,1.0,-0.0286787912484771,26.82290549154344,22.80580181784473,0.2086722762045536,0.2195862811117432,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.326077227212713,20.54916498098963,15.745798787693518,0.6202308054396053,0.5370069713466683,4.0,0.1591595407076695,20.52036749671137,15.685725889349705,0.4356261069890211,0.2141090664097329,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3030371924934694,19.67911301001363,15.07238677585248,0.5569766585374554,0.4762949022146416,3.0,-0.1484188488416908,31.08959450121224,24.70498375055444,0.1156931198932192,0.0105818411511848,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001396937282731,24.08845476505927,20.10369450482879,0.4211861266158985,0.4081273722263892,0.0,-0.1894725341643639,28.22754737309969,25.79553820149282,0.6286913520118598,0.4306954137122536,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002908016308367,23.792883301498488,19.81629388631185,-0.3623197444763536,-0.3645908807341256,4.0,-0.0170678540709667,25.531695319219207,21.94478846644856,-0.4909075685036712,-0.4783599802657868,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001388910966013,24.43943101268073,20.53733377030967,0.5122688606344582,0.5137954845361119,3.0,-0.0007656682863619,24.63777872492299,19.961304762176656,0.1777108358325027,0.179219778508203,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000287739055059,23.89027600773033,19.857488398533995,0.415871508113563,0.3949803377122718,2.0,-0.0198404631518747,28.420607772815263,24.167433984929865,0.3927346457789843,0.4840359146603037,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-8.046303530506727e-05,23.77211848432029,19.836486551525127,0.3791901455331868,0.4034851098156716,1.0,-0.004136811304455,27.560874948720127,22.77726705515607,0.4589565455703309,0.4381679847388504,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0019677588967774,22.821713266184588,18.897170232443447,0.4546451833459977,0.4202639503120312,1.0,0.0002387579221373,31.013031270541365,27.409355225563047,0.3462293046699939,0.3822594360846544,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3981215276974591,18.599869487232525,14.129681041582256,0.6319854497630889,0.5532999172816426,2.0,-0.1103147085393712,26.98050557951961,21.941285847201204,0.1766014126901918,0.179332131468079,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3919707020899887,17.26601914087888,13.195116172178889,0.6278939328942633,0.5077268855675645,0.0,-0.2424837587955601,34.58051921645761,28.40105332257796,0.1238888863689187,0.2787746313553044,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3306936543687725,19.33131716517768,14.977327326250393,0.5784271908502627,0.5244356762866055,4.0,-0.3549486552976602,32.95076790016107,26.22372830572881,0.1592948226820523,0.2181452809926958,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1284440907060778,24.643492922085944,19.31125020590905,0.4124345882941617,0.5401281181987355,3.0,-0.1412491441729297,23.602220207423297,17.54596235560076,0.2167345366177781,0.3049090515338308,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",5.847967504335472e-05,23.61092015169922,19.70927623155382,0.4394055305467694,0.4507674899083682,4.0,-0.134181819216963,27.95939861873526,25.049545638956484,0.3447967167142325,0.3946588572187092,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3602652532741502,19.209003159258387,14.737875520421603,0.6005269743709275,0.4664513534880046,3.0,-0.4093746909019136,32.241358306506555,27.266718860467275,0.2011289383508924,0.3358325523121164,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003899958142574,25.0036098371171,20.947845706909373,0.3579364703300277,0.3426837718365981,2.0,-0.0056799972415184,23.331286087488003,19.67120563589412,0.3756830082490319,0.4134063726984215,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004405397517315,24.080274780641385,19.89846232557432,0.391089992380669,0.4341170001180822,1.0,-0.0269692535238779,25.89094048033399,21.637929503028072,0.3915277820242701,0.4154113552250866,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.743641461765982e-05,24.79175323676792,20.689941875970185,0.4482730261899699,0.432719784730934,0.0,-0.000703880398593,21.966882596326386,17.664093657558404,0.2058721263336393,0.1244945740681466,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0016635403393288,23.807564018156526,19.895534507704944,0.3167102702701601,0.404610171041805,3.0,-0.0502107244901226,26.215375467296667,21.092335075591187,0.3777525708347292,0.3913646957753988,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0001410566024543,25.46511712846604,21.189361518147084,0.3281910574323017,0.3681105231370095,4.0,-0.0119028703252785,22.71052756639226,18.505588648833765,0.559019770227813,0.496076763669142,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0008703267307608,25.210214049305,21.02167704750835,0.4408351217419982,0.4444706968205687,0.0,-0.0041987575909017,22.00700412739417,17.884237540811988,0.3579285518557781,0.3313158987127214,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006933891457099,23.92508513948796,19.85542422496767,-0.2187675082850958,-0.289214785579457,1.0,-0.098660572869218,28.45319993274736,25.18530768258231,-0.1228789525183236,0.0310449680270164,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0056934028888171,25.236712759334416,21.44676196540999,0.1957786015882301,0.2378980223452528,2.0,-0.0042244739433334,22.806813468785325,19.06870576966484,0.0504732262935284,0.0492038155161703,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0021655562597606,23.71933921199841,19.866499864558023,-0.0589963991128231,-0.0569258730213966,2.0,-0.0529697368087875,26.14055254384452,22.933567149590186,-0.1251145831205641,-0.0632475612546669,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002677269221416,23.95348766431563,19.973780361362945,0.3550512868013381,0.3563076395778297,1.0,-0.1219024816904787,26.203323043730908,23.428163346000343,0.5580649882480954,0.4768982873122986,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.5272975205204986e-05,24.54328591517936,20.485695245683345,-0.3693551174216156,-0.3883123778879362,0.0,-0.0135200793402834,23.84502280310691,18.85607097468964,-0.4298055702545192,-0.4415822294134282,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.542368248101504e-05,23.9637989644644,19.751841023623864,0.4173487052155311,0.4081027320576449,3.0,-0.0666171006913478,26.676296609324567,21.9307396108454,0.4103391730219746,0.4548958757231177,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.3829988768017145e-05,22.96820808271997,18.971670272989044,0.4015840085513583,0.3917637452064909,4.0,8.003322993999085e-06,30.90317893426751,27.515771108390457,0.4922786159562636,0.5171024526743725,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.278809210606963,21.954546408633345,17.45184399693317,0.5909790556115314,0.469408976653406,4.0,0.1103928882457013,20.670782994179724,15.41448731320245,0.4754761791297903,0.397995679389493,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0032029069297806,24.05542110127202,19.978942824957294,0.391920593871309,0.408505821973633,3.0,0.003538455220305,25.550898246433423,21.30022242983356,0.4884657302594001,0.4305598559780392,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2018520315259601,22.812127071770835,18.25142058414552,0.4533032089478814,0.4230660569172206,0.0,0.2385127114283957,17.865565556916685,13.485125111598595,0.5002998450160194,0.4744219593497369,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0021202708339487,23.49987292197801,19.5815294856444,0.4782296277512714,0.4455478349858421,1.0,-0.1370340337989175,28.150767968539736,25.11298007861988,0.1694635646870441,0.110792903210837,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2177375341976694,21.67888560585076,17.27372390997036,0.4704621482100446,0.4232784580796009,2.0,0.1403774237857608,22.521253106384947,17.81493663136552,0.3902647994812733,0.4832244217314924,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0002741907760677,24.380751710279643,20.347390548339003,0.3868121219215139,0.3755727093044397,4.0,-0.0819058908970116,25.03614961469812,21.993513052133416,0.516399373132503,0.5015707063149126,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000589858270193,23.80737975821697,19.658771137318308,0.4564945189028915,0.4830445838286699,1.0,-0.0215131967260504,29.360605398453483,24.33055805793176,0.3398654043021743,0.2766766264168365,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.5566828466040405e-05,23.075057673722736,19.126872583671403,-0.3219720244571978,-0.2698140955766859,2.0,-0.005179812581918,32.536924628283224,29.484072093305915,0.0617232931387756,0.1137179062536716,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0010391283448825,26.85931940013336,22.55589597651526,0.3121564639674211,0.2521085372499649,3.0,-0.011536372788359,21.368121333174265,17.585315686005814,0.4624882315531127,0.4320002511928589,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",4.10084466923033e-05,25.56826484049134,21.42330108525563,0.4491916412308216,0.4311880285565149,0.0,-0.0115737360192984,21.51042248413922,17.295501720952053,0.288476236932166,0.3008807779993144,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.359238964575389,18.608698583919303,14.574138952472866,0.6005908213816717,0.528448721793129,3.0,0.1934484568628759,25.29988654259028,21.43943612134015,0.506544838285639,0.4285693125304884,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1894112919547483,23.596129507820887,18.839540461700604,0.4386874822937077,0.3950280726784924,0.0,0.0895986801812762,20.3909872920741,15.637041997101347,0.381164252216407,0.3717684805859058,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0005305895561906,25.312976992188783,21.304646876857188,0.4651049221246961,0.4639816812035824,2.0,-7.470984682989013e-05,22.18881376037369,17.89919487270913,0.3098298047763089,0.2754596399396736,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3501113917143369,19.722903979428818,15.13987351286835,0.6011632061053693,0.4773415789293746,4.0,0.050740585344545,23.404444187785234,18.12896987365771,0.2737470648443916,0.3986413650205684,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0005790569449461,24.99271549489041,20.972959005277453,0.3408004715913847,0.3581307987861837,1.0,-0.0046185225185886,22.28178829422517,18.16654385238044,0.207842006039404,0.2708255669957267,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002748959487559,25.14484662504232,20.94768592268188,0.4049329456595909,0.3965219906652019,4.0,-0.0057183153917872,21.305439269019256,17.921138579586902,0.6116686865337715,0.5647348650023988,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",3.808469189237052e-05,24.11807923860847,19.95013099795856,0.4252052866224427,0.4153334755593693,2.0,-0.0175959159854663,25.55097652743193,20.99053857947598,0.3790087324302535,0.3626900844634856,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.5033528117491812e-05,25.087430046873,20.84715667308905,0.3821597119417304,0.4114010476988436,0.0,-0.0029429326245142,23.114217383761087,19.18303854305416,0.5330699172503652,0.4711201222120537,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0009439522158969,24.97978798750245,21.16684554197608,0.4583486186203502,0.4572950598918819,1.0,-2.945875384430252e-05,23.485801186507285,19.16629732049581,0.3771455675450736,0.3402702889063503,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.225524344441801,20.25107126808919,15.554662857361247,0.507116892674202,0.4215684082200319,3.0,0.0429221913763007,29.865212885705446,25.01673448779915,0.2415463482947198,0.4719913345263702,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3205699001951054,19.45303407373785,15.299355244937871,0.5769021376284508,0.4807796908047885,1.0,-0.357556743175111,32.061328572600765,25.11142167675304,0.1571448675026668,0.2375028801062858,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2374739891434033,20.71033775935699,15.918710306302865,0.52367710140791,0.4086822996173947,0.0,0.0401082031047068,25.14423356539773,19.21475290666308,0.3453258616660015,0.3928011244194179,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0029972306998617,25.15262597569024,21.061920769531604,0.4080770970818012,0.4122902377154788,2.0,-0.0071510947489414,22.04914389089934,17.742667509566907,0.4832024043553599,0.36991362199127,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2604467081367517,22.175889050721644,17.837323460619583,0.5515420071315698,0.463742680922497,3.0,0.1093449014128273,20.858289903568927,15.92795546068464,0.3798387800808843,0.3958714943526424,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.242205635101134,21.10172059448923,16.13975263661855,0.4992852302035382,0.3955958299736585,4.0,0.1788840666610447,22.55121801777973,17.664481082631582,0.4303220222522179,0.4813417104867326,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001066142167789,25.345559149651265,21.169375510186505,-0.4257679579017333,-0.4294204883985885,2.0,-0.0027869400247362,22.14621383530755,18.25490029727712,-0.2839428791393542,-0.2797821131852895,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.652648760607782e-05,26.2805115997833,22.106058632527603,0.4279391050005923,0.4525791019270885,3.0,-0.0034942698248758,20.140007179466608,16.604804361277612,0.4747427290831037,0.4486376221173241,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2892665077383196,19.45023382872969,15.078780527880236,0.5393965980635789,0.4572417467755288,4.0,0.0366148722363974,31.498193037770424,26.7408721329736,0.2358796897122469,0.488004534696017,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0016698127418992,25.14471472182553,21.193227416992187,0.4432163499710396,0.4408639376154664,0.0,-0.030139357842843,20.087397142824848,17.302058329347705,0.4731398209867529,0.4627924215116332,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0011925907283656,25.31381280790648,21.37517916820823,0.4205674707334266,0.4849347425836352,1.0,-0.00054878957446,21.864797371027628,18.01301745456932,0.5492116681700365,0.3994157782104972,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2566104787500018,21.213453355652053,16.408596424227177,0.513505462250331,0.4705089874058171,4.0,0.042230878281528,22.886567752948448,18.241369984196684,0.414922389247793,0.3512464608437867,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0001066178796182,23.85114274179401,19.850358833981893,0.2995825069222808,0.210113474227408,3.0,-0.026854502895562,28.347833912199103,23.026507072448734,0.1597890872648792,0.2298303289338528,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3563887913932774,19.604375761974204,14.893168414266489,0.598319816363034,0.5655871065016446,2.0,0.0735693902154277,23.653054742581347,18.14475282682623,0.3218361781829013,0.2369452294128642,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0001238084066728,23.612676058367622,19.56025657888415,0.2891223918257327,0.1919765250913115,0.0,-0.0740100533550025,31.160879829318898,25.84353076528996,0.3391800071717945,0.2973795180725075,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2920958852197204,19.365447501383468,14.968988169510736,0.5433934678794192,0.4661197811236172,1.0,0.0789309366678273,29.485527738397312,24.64703075932521,0.3605600592957899,0.5472171660601359,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001904180149709,24.67226499835593,20.62700559779576,0.356665015143613,0.4071310622786477,0.0,-0.0082419707078429,23.85487641515466,19.3737075636122,0.5294159571143215,0.4657065728571539,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000105614806412,23.81591348337293,19.78943010325141,-0.4140380018627227,-0.426566058425883,3.0,-0.0186129502689498,27.582380174407312,22.8098479396845,-0.4958279505172012,-0.461666132300733,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0042494123514829,26.050889833590684,21.834681045773472,0.3104743079020735,0.3073237546743374,2.0,-0.0124261891023265,22.359032537325128,18.485100462953945,0.6192231285057874,0.5521329694127589,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0011595175213527,24.21508994125553,20.18006022341517,0.3413516879478397,0.3334632723143261,4.0,-0.0509024437486587,25.379214095523164,20.488524094334352,0.4302985841159087,0.4432459245002172,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001038410567244,25.13375813174228,20.900966963687186,-0.3560492191591948,-0.3319117919401562,1.0,-0.0155236273671088,22.05143122386977,18.19747876881355,-0.35003083337129,-0.3924355173436902,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2889408348938084,19.8933040684738,15.134275875314673,0.584042767894575,0.4643399039493915,4.0,-0.2304964593594711,29.31212781392933,24.88907446621349,0.2063888069532037,0.3295263570554166,4.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.005001828382716,25.227241313034806,21.281793936074497,0.4133677192785252,0.3981709020186895,1.0,0.0021619850686261,22.116631330270952,18.24399717040513,0.2814499813669249,0.2019445113052702,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.000427217889199,24.00302516924747,19.868224078554096,0.3310047961958917,0.324675133626111,2.0,-0.0362228776293638,25.68471808632026,21.214701364494044,0.3731029509032009,0.3898194648017664,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2623526748438405,20.44784705610399,15.847098362416103,0.5187032998014933,0.4492575230679986,3.0,0.0811054062285666,27.4666511790029,21.530904045468287,0.2988130088575228,0.3723012400404062,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3810238001464142,18.637650656447462,14.41434904457642,0.6222000145320411,0.4526869382233565,0.0,-0.4461555628565916,35.222136329795696,27.558714762905183,0.1707182832976424,0.2685554469747748,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003037693463554,23.055488096479333,19.26892727493146,0.4231771194811812,0.4361726190185089,3.0,-0.0185513400152173,26.630508258949707,22.93021345697055,0.4184150988180244,0.4386461484063544,3.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.792375547093883e-06,23.074898752501603,19.142870927272945,0.4049582450020416,0.4294116007248807,2.0,-0.0055491885834104,32.5429022927111,29.50835109579152,0.4273982139736101,0.5616667726305719,2.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003258511637871,25.89995201275912,21.569193337487608,0.3710415721131979,0.4119898359128808,1.0,-0.0316680103892006,21.70783245486907,17.701044070720673,0.6099633523092031,0.5593330933161352,1.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-8.311483378720119e-05,24.019808767861505,20.048378297193384,0.343505947888867,0.3776814187249985,0.0,-0.0118174023594299,26.128349599307228,22.276856832122803,0.4458632535061951,0.3029957149105647,0.0
nucleobase,siRNAmod,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.4766058817672343e-05,24.081563067596043,20.07931418380869,0.4005815201033678,0.3642871801601977,4.0,-0.0661398423678982,25.52499991010473,22.42511797587077,0.5517099801716572,0.513637761569178,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006815200584679,25.01968272987365,20.639429381459884,0.0206269393813619,0.0470071606048294,2.0,-0.0017734182198407,23.95862411554964,19.81142465557371,0.0084238304706645,-0.0301806813910625,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0019813489040327,24.16740853165449,19.88069870098078,-0.0428051017569349,-0.0407539047254307,4.0,-0.0036993101501634,25.90407928227698,22.029166830591407,-0.1485268724538775,-0.1918210966599454,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.000404885170457,24.042702134944488,19.588303368225617,-0.012364467553239,-0.0309532326387044,3.0,-0.075942336353612,25.6943612664703,20.50183598518372,0.0224377915443551,0.0273236983872453,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0007637120060179,24.27168032086483,20.13311641264615,-0.0263964375723923,-0.0650752199290558,0.0,-0.0505049080002251,25.38755137986789,21.96178371623411,-0.0852035452877476,-0.0018623858580516,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0012556321520358,26.64734303478781,21.98395820063084,0.1814100183833131,0.2147009624366668,1.0,-0.0454114584377671,21.74465312299214,17.330490649046013,0.0496003590263093,0.0297617370667107,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001445994702511,23.48156063035348,19.23729425766889,0.0357756693389617,0.0634154731620099,1.0,-0.0505934009674577,27.770584502241345,22.91934935433524,-0.0412769502461498,-0.0671573459803174,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.7661940375779395e-05,25.01611115910777,20.869296657649613,0.0564336007760598,0.0014500261287439,4.0,-0.0002070915649405,23.056254097586525,19.108678224351674,-0.0162544778745679,-0.040936413274163,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.990324984044392e-05,23.962139592198696,20.033961739440063,0.0578004642220096,0.0193238808634898,3.0,-0.0442728566884149,25.53796444737857,22.011018984211027,0.1588623179560789,0.2053257813670786,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-8.675757636966708e-06,23.74357990194508,19.997817993164062,0.090586203314936,0.1111782971013726,0.0,-0.0158361574177094,26.145189725711063,21.929355557032995,-0.0704087523895052,-0.1488437778598186,0.0
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nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003940296803968,24.72695194549628,20.6270158306388,-0.0392195098643562,-0.058866756691575,3.0,-0.004155922235252,23.718783593047384,19.62047977534604,-0.0187070253239582,-0.0057100454480445,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.187602632959141e-05,23.78903022135953,19.861395169935925,0.0484369969050692,0.0005979832090899,1.0,-0.0870166203927924,26.4479166177115,23.32627299742265,0.0274061536407622,0.0618869528135788,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0023588270741572,24.85858829394392,20.549610080141008,0.0352768634848656,0.0285424449701676,0.0,-0.0225641739623181,23.234854695661767,18.22195436509275,0.0228632534296235,0.0189407755571266,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0013006751736528,23.806518841162767,19.48685457871787,-0.0122157076904049,-0.0319616604696471,3.0,-0.0649869594695191,29.279808421194787,24.39983180965389,0.3698497587871434,0.1709376809863261,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.000508049320026,24.29437909769329,20.301923294067382,0.1090344928619982,0.1256549817288504,1.0,-0.00113472747153,25.50495455919096,20.10317104313649,0.030233070078595,-0.0203523676657383,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",2.352381668679904e-06,24.44428199470346,20.2993560321348,0.1026570079221352,0.1539642670050531,2.0,-0.0362312577566417,24.74194815293524,19.78857568419805,0.1120663525844947,0.1458805965107584,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.000681224767415,24.28457439417883,19.724718263671875,0.1918131227784099,0.2300191269690103,4.0,-0.0570072314875964,25.276664132260887,20.49335379093252,0.0338811237275076,-0.0190071287469166,4.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-5.168743020256272e-07,25.156702647775308,21.0215471007172,0.0641951072973794,0.0660052684755877,1.0,-0.0003322445019637,20.78290774787655,17.118526275634764,0.0632248169503149,0.0410032725750016,1.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004565756968162,23.858699636905648,20.01632853253157,0.1134716508621894,0.1661521770462173,2.0,-0.0002011182287111,26.87140728580496,22.180327682073603,0.1655590436159151,0.1779480459263411,2.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",3.562954319025202e-06,25.0726054594723,21.04704540139377,0.0424465079504816,0.0863106259172937,3.0,-0.0174008494274515,22.33689285829423,18.604451614379883,0.2652628923478889,0.201458628201028,3.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0014187449980678,25.381973380963952,21.1329804128914,0.2353182725786363,0.2793663969683543,0.0,-0.0189231535221208,23.337285961927144,19.07719408493042,-0.0405989370228481,-0.0463844043142048,0.0
nucleobase,siRNAmod,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003520045604223,23.95570876849695,19.88531556740785,0.1265728863835751,0.1361412582522871,4.0,-0.0405433665344654,26.28277871867226,21.417824258199552,0.0445616192110909,0.0521838428963253,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.194775626706309,0.1380342654681662,0.109827965237288,0.4606850907855253,0.4500960225524844,0.0,0.0450510798491249,0.1433884933072856,0.114928938802095,0.2520336402268866,0.225095461252392,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1833889303992439,0.135342833719989,0.1054431392159558,0.5274748441572967,0.5142113882349405,3.0,-0.1251033433153792,0.1704687963085995,0.1281660221990074,0.4067200857686675,0.4051233170406955,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2387897569456898,0.1347743967047089,0.1074220848477523,0.5391694225590573,0.5170094052772892,2.0,0.0484051915540645,0.1378621878083591,0.1096568085857753,0.2372102645960892,0.2466002651367122,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002945879309144,0.1528832775894978,0.1216947006950216,,,4.0,-0.0218520573179226,0.1503224255717107,0.1197538559500703,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2259464839976087,0.1354910718466285,0.107994162926638,0.5451019475578867,0.5302672458336692,1.0,0.0435047259622943,0.1401924230904729,0.1152939260026033,0.2309827365792854,0.2280044069577064,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2333789893774915,0.1277218156872064,0.1036979809242048,0.495211388917657,0.4747916832005562,4.0,0.1199435239656107,0.1459224114889092,0.1149330221770834,0.372934832318055,0.3837360700812324,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0201394463992843,0.1557631696488889,0.1232565057246201,,,3.0,-0.0173420978164411,0.1465464039775079,0.1158364285426656,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1349400893109278,0.1413262577384859,0.114778311860159,0.3822483180453356,0.3335982777226497,0.0,-0.0416110679636387,0.1418569662919962,0.1159152637048423,0.3671132961929531,0.3667079924834173,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3050921309742418,0.1298015842990607,0.1026404116058294,0.5727124047305828,0.5390865494163607,1.0,0.1620497327500487,0.1270092067103118,0.1004573384143045,0.4264597530365996,0.4435453023729391,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2102197326783924,0.1351400555933081,0.1081658920263403,0.4901807968718203,0.4613904399924467,2.0,0.1997689863429708,0.1348556176814208,0.1064603577995388,0.4668412327159457,0.4703281052976121,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0011758662854357,0.1517223230389483,0.1211681748817733,0.110642096867054,0.1249428981083382,4.0,-0.1630585618868023,0.1575815436230443,0.1302086517142472,-0.0228373286615168,-0.0215717406128806,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0007168093315603,0.1504288551427515,0.1195877573492881,0.1836874491607669,0.1798851361551471,3.0,-0.0169218506224226,0.1573364064839358,0.1281551910566515,0.0041135080474678,0.0625086883237786,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0010352168852376,0.1558930056618471,0.1234604403501752,-0.1667904983604463,-0.1524449031445954,1.0,-0.0390930785268501,0.142223620564793,0.1146675483119147,-0.0128670565585641,-0.0027691658088236,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0004421274878125,0.1465449454285543,0.118143106538684,0.1214730716749735,0.1145838181049086,0.0,-0.2222474565723391,0.1717941285430179,0.1384719362683674,0.2992454963952875,0.2795003591760186,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0001260711030499,0.1525713281809096,0.1219445986508526,-0.0449350791028476,-0.0269231036722786,2.0,-0.0004079607064713,0.1506185551977851,0.1197286069819892,-0.0189779953668621,-0.0297668039570735,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1910680517459186,0.1393654967603732,0.1087708029046722,0.4599749702462434,0.4792924939471277,3.0,0.0496914345386678,0.1380111458216404,0.1116119954873891,0.2550652267033225,0.2650274773845106,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.119771349692673,0.1443533385628874,0.1136538829245591,0.4507494496525288,0.4264245216476775,1.0,-0.0538270945198438,0.1506994277098146,0.1174509214548129,0.3538615608131781,0.345583720307327,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2529426364727464,0.131297863115044,0.1056078111710447,0.5251637646544605,0.5088805921733097,0.0,0.1871780335153647,0.1351718785427482,0.1031060600167417,0.4843873605506588,0.4919276029089807,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1593419774985359,0.1390051339068203,0.1105691759024437,0.4066652039963946,0.3903561965224118,4.0,0.1912375620645859,0.1355309844578697,0.1090629127186358,0.5012034902706414,0.5135845518565938,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000568359774079,0.1507130734992285,0.1205582905848899,0.1159964461420412,0.1171926253018062,2.0,-0.3479109123285877,0.1600931249449571,0.1312829487941671,0.232576753393461,0.2418749858783028,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001334535980452,0.1464450194184535,0.1181824951907982,,,3.0,-0.1100670722408223,0.1701450242166844,0.1360269820779582,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1436756052290849,0.1419677183337683,0.1137021715314872,0.4205186563296189,0.395651132442163,0.0,-0.0480415409928258,0.1515305694614505,0.12056554441825,0.0528271110416758,0.0762141485240257,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001165341301381,0.1511277817992595,0.1213610457408952,,,2.0,-0.0042656285193567,0.1549636683442167,0.1211960426435865,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1599058121095398,0.1432692337279801,0.112781709172497,0.4466745911239648,0.4375399592243325,1.0,0.0467098363244661,0.1339698874027929,0.106782933048919,0.2705995696753009,0.2520274647639682,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1815354471012994,0.1413204610004691,0.1117857660980962,0.476462708199413,0.4597131572863735,4.0,0.126470613259488,0.1283644411966993,0.1042900992627743,0.3752883273553248,0.3465355021682427,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2212310181328269,0.1368792917858212,0.1079059801301018,0.5073592119083183,0.4850989395326312,1.0,0.0409517902181176,0.1375137506527634,0.1105807153474284,0.2591125181987109,0.267470019182836,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3646347913131842,0.1224261143997999,0.0953984514506733,0.6609782613064128,0.653225642662414,3.0,0.2481298246754103,0.127019032956438,0.0959044565617016,0.5177524531660949,0.5223529466824464,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0028091629107516,0.1499785364708245,0.1198164270195519,-0.002514734748659,-0.0028375412487266,2.0,-0.007920041570699,0.1607163396046823,0.1276037595784958,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2822833068027283,0.1325117710004345,0.103559975308928,0.5957525002296123,0.5823760200539484,4.0,0.0346787848874458,0.1359590714053128,0.1069166113413878,0.344304608112246,0.3479794833510433,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2424432026980399,0.1310848999580715,0.1055296968361352,0.5221695999097555,0.4928210385346307,0.0,0.1549004544974731,0.1432943017280325,0.1170169646610001,0.5018806578720123,0.4447975688456806,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0005914680360363,0.1514201029596564,0.1202952754900607,0.0541995091990905,0.0466324635760839,4.0,-0.1540887279113749,0.1578253927011494,0.123856392331772,0.0184894501874465,-0.0048695233962317,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0019608008455314,0.1499537549350032,0.1192964182100324,0.1560393369336158,0.1584942561626622,0.0,-0.041613474646089,0.1593761067796429,0.1297976765623939,0.1129623295214863,0.1114129963710128,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-7.895829709925195e-05,0.1508661266013716,0.1204940035123679,0.1149649483487119,0.1032332704171166,3.0,-0.0226681376504027,0.1560757732430511,0.1263927653070087,0.1220420595723401,0.112074278848694,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0013933141492359,0.1559709518713866,0.1235375154389794,-0.0033827534841909,0.0114423140696693,1.0,-0.0341170705457651,0.1362897879755279,0.1139312245791722,0.035860178889082,0.0368014075529663,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0026159703009556,0.1522587669959089,0.1209048747507862,,,2.0,-0.0159341439484557,0.1529990217502949,0.1220823289444359,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1792447415701973,0.1403360561893274,0.1087039709690138,0.4825761950582342,0.4868163413976293,2.0,0.0037300848296608,0.1411301335504405,0.114022981768293,0.1774718725160073,0.1752031985250947,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1382836256163883,0.1435950800316974,0.1143042162391936,0.3984756296732546,0.379398757998414,0.0,0.016444755103946,0.1366673956912388,0.1117729790185695,0.1756350696004188,0.1767615155361596,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2106730184647164,0.1344894097487396,0.1080892150751006,0.4769012342558157,0.4730673366951545,3.0,0.0445773343868014,0.150761757949758,0.120747042953783,0.3351391369855161,0.3432093671403141,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1482788090462369,0.1393005498490087,0.1107608940535586,0.4076755461543717,0.4099853159295122,1.0,0.1597991005721579,0.1426889696205742,0.1146570687958611,0.4568022548762551,0.395440776984371,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0021825542534557,0.1481328985448009,0.118524896093101,0.1989899157628097,0.1803589872219363,4.0,-0.0249502028111381,0.1639855931244623,0.1311724420560709,0.3556876237776063,0.3569091508382412,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0012592334528556,0.1537316094448426,0.1224895594255901,,,3.0,-0.1367856886668683,0.1475788781798371,0.1209489798644124,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0005232898632709,0.1561137228290044,0.1241797578890768,,,4.0,-0.0408412784170695,0.1405216478279096,0.1132315726116742,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0007718244471495,0.150226151517887,0.1192574550380261,,,2.0,-0.0267360291007259,0.1577506015523409,0.1292269298929168,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1550597862234551,0.1412609332561832,0.1135487226428129,0.4103168180754359,0.3867525215689503,1.0,0.0137890889580423,0.1451710084099238,0.1145182356874891,0.1702892645363515,0.1822909583663173,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-8.62757381370205e-05,0.1529343703919414,0.1208073927034598,-0.0062296805444659,-0.0067922906052223,0.0,-0.077250668181416,0.1506791307026441,0.1224398118852035,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.2359698439227331,0.1687748129780105,0.1307409891841124,0.2254363457574293,0.2356435795333877,1.0,-0.334582592275696,0.1686914130699725,0.1309785176455694,0.1004482513575281,0.1087368538414567,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0057205943567995,0.1533428675394354,0.1230445944712881,,,4.0,-0.0013002373581501,0.1486846523942246,0.1189249139370119,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3750724410130204,0.1188532668504116,0.0959489603432025,0.6159992265745167,0.5859352508089075,2.0,0.1354101072387777,0.1446304970903281,0.114182150674531,0.4798237957722785,0.4969484527963162,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2926383476622546,0.1291510555868254,0.1017820643907535,0.5824398818400782,0.5686946152991359,0.0,0.1450661917587913,0.1352642767333737,0.1048285590426056,0.51068831272512,0.4929934126852941,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3652570879269736,0.1214038155813316,0.0974264671813856,0.6081588767985857,0.5636552227772923,3.0,0.1247028433210762,0.1308518329733592,0.1057660328188066,0.4960932154737408,0.4915310201162851,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0024111675389733,0.1545293295438073,0.1222328013579395,0.1984805408875692,0.2177864932313493,0.0,-0.1176308156533083,0.150115833887356,0.1190931930859639,0.1957943336768426,0.1613041471761178,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0004779764361833,0.149587127062117,0.1189909113401045,-0.0580984797324284,-0.0562612007677355,2.0,-0.0266486137417127,0.1609632023688312,0.1315761449394824,-0.2861395775375601,-0.2617032610492455,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.005455559284895,0.1499108338705708,0.1202467043084497,-0.0287797991240106,-0.0363491320835424,1.0,-0.0069328595877402,0.1599254025549497,0.1277580953900626,-0.0195636929354949,-0.040933225441501,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0006034241238537,0.150391607962508,0.119713370937042,0.2161047935892296,0.2058775680991964,3.0,-0.0058861421578335,0.1581432936736344,0.1265572494374997,0.2372414169997043,0.239290186937543,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0044916094291866,0.1485831435059562,0.118992061681096,,,4.0,-0.0310640591152371,0.1633228914331118,0.1269989549134125,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2101455015150566,0.134323158947595,0.1056794755270753,0.5042071730551518,0.5065623493042102,0.0,0.0806554703500401,0.148172625589846,0.116618407915183,0.3158414278367433,0.317070307389953,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0824950775896707,0.1459067075444134,0.1167050573315136,0.2975499010684914,0.2916747264490845,2.0,0.1058924226314279,0.1398857866117331,0.1119706170103685,0.3707761747488924,0.3517203287357587,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2023166378551826,0.1354862499850613,0.1086482314053773,0.4645677613835145,0.4624882438841376,3.0,0.1334371479026688,0.1421647697732856,0.1128234329949288,0.3995259437380046,0.430658442297291,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.15472628003032,0.1335100623151741,0.1076410800591211,0.4031524974974183,0.3757263363328094,1.0,0.1306287060111998,0.1538823345039457,0.1196989375359086,0.4087991067213029,0.4287264256311704,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0365191108688418,0.14633169896484,0.1192426999534781,0.360568909973975,0.3548882900739638,4.0,0.0410438264718255,0.1578010358124771,0.128411121080102,0.2897127978557671,0.2941149692161705,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0019691690358594,0.1538381907969928,0.1211036605099686,,,4.0,-0.0601333006516286,0.1492274806942426,0.1214765717586554,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.002593513975003,0.1477975852437362,0.1184890094656281,,,0.0,-0.0407975878150137,0.165464891095798,0.1285846122424811,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0054844461864675,0.15142204079851,0.1204025831421427,,,3.0,-0.0049478478904865,0.1545122045913404,0.1238782541594495,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0026277551023141,0.1537664089815527,0.1218147287929712,0.1102064898044021,0.101983309266052,1.0,-0.0070433773213982,0.1474991689435518,0.1202010179108034,-0.0214687173694742,-0.0231778355721036,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003927300682269,0.1520633060111229,0.1215488379682353,,,2.0,-0.1520400399722965,0.1540812684149712,0.1255740837131504,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1546007255580951,0.1357596202717741,0.1096514372047902,0.3989655791841968,0.3950823629997867,1.0,0.2405463508441737,0.1371158016975859,0.1093219649483572,0.5944456842188152,0.556072505425992,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005887092771315,0.1489702807007882,0.1194181090822009,,,3.0,-0.0124122456676745,0.1610456242889233,0.1281666838579677,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0047325457544089,0.148912423263764,0.1191871132525227,0.0018439916082744,0.0185023837915715,2.0,-0.1122355516453208,0.1661047228783248,0.1278533776134993,-0.0230744054940435,0.0127485988148151,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1414550364860068,0.1421250437785047,0.1122248356155264,0.4603919970771047,0.4234652857890467,4.0,0.1590070099806813,0.1351010019426068,0.1064950521231805,0.4329201552073506,0.4221121593198244,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2274527496383188,0.1321427983386597,0.1050839954459616,0.5044093979584803,0.4933539257027353,0.0,0.1210950210940242,0.146552492942806,0.1140464289481971,0.3498245249170942,0.3615272936926779,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.003455624309427,0.152774806374301,0.1204598325223982,0.079741779379179,0.0977690763678718,4.0,-0.105151144021546,0.1540706513397406,0.1242105324016497,0.0603156693098126,0.0744135607831424,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0025592677491901,0.1556735880038035,0.1233624219716177,,,0.0,-0.0076121505751218,0.1428132550115862,0.1152258636493932,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-7.480351069011348e-06,0.1462677988072592,0.1171823625604616,-0.0400675700650438,-0.0184067232024868,3.0,-0.0868909138986033,0.1686362089651837,0.1321008814235715,0.1574913613502021,0.1523988820417083,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0001524935491401,0.1567012213856634,0.1243080980265822,0.1181020223338572,0.1175864555169513,2.0,-0.0059511710861728,0.1375683593752437,0.1123423965050707,0.2390609527806923,0.2141321217377511,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0001802964191852,0.1485255504829487,0.1193183041787571,,,1.0,-0.1007515792778621,0.1644528392205782,0.1321711009057309,,,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0026167134634227,0.1501433164158961,0.119719008087185,0.1828599363291403,0.1920202872307312,0.0,-0.0008771117722838,0.157437904107836,0.1250782732784601,0.3870517720752191,0.3798383955587561,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0468042400066556,0.1539155843850257,0.1185964771081372,0.4676196085706516,0.4564425093290516,3.0,-0.0862473088629995,0.1383031805443598,0.1117479417425326,0.2211487817941945,0.2288131714490379,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0018615885884285,0.1484586730450111,0.1196233243917437,0.2564839471728125,0.2675031780589475,4.0,-0.046039110288748,0.1609159687126397,0.1253285022010633,0.2416928087110486,0.2350568874966643,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1967941214391807,0.1307044549858766,0.1054760486087965,0.4680665880499243,0.4352371514305558,1.0,-0.0429922079081566,0.168513140306747,0.1317210452475667,0.1527889903128687,0.1643986109104372,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0011859492206982,0.1453614351262863,0.1163641527683804,0.169048401789177,0.1688935729308505,2.0,-0.0205326122498377,0.1732018272146902,0.1396014602649641,0.3236100385082249,0.3349769009170013,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1535130983879037,0.1437041754138936,0.1130207220715315,0.4588559314054585,0.4665882350139315,2.0,0.0999724211400807,0.1311095256875017,0.10572270087568,0.3968334145081891,0.3896102348279001,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006834980531205,0.1509423493571843,0.1210082639314288,,,3.0,-0.0140108510074987,0.1551812887691384,0.1233129486865726,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1564866999145188,0.1388802140353256,0.1103449588871471,0.454845265095582,0.4617303448355888,1.0,-0.0036055437481632,0.1525401160997287,0.1191223215591593,0.2150921960748025,0.2751202756888003,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0004996441615321,0.1524754837014396,0.1208142584789003,,,4.0,-0.0739884345462804,0.1518293719150828,0.1222369898499497,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0031919491264822,0.1487269155623648,0.1195224683133588,0.0540039312447079,0.0571406264738644,0.0,-0.0407352167784298,0.160687611382596,0.1262575749907001,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0164067513646948,0.1518633226784456,0.1228121051695297,,,4.0,-0.642748449659925,0.1739497434579757,0.143782384285795,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2960484700546514,0.1297599303754762,0.1029468890120111,0.5652597770337626,0.5527342902553576,1.0,0.4056289172448718,0.1119875187600624,0.0904585297387,0.6643107613430044,0.6127422243400986,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1951150997921943,0.1379716485287115,0.1092270251935109,0.4778591096572245,0.4678508596144777,0.0,0.151575085588661,0.1355932423124803,0.1060948141625239,0.4923049076425613,0.466874983380413,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0088216944525021,0.1537363802590171,0.1220104849724695,,,2.0,-0.1433272719760756,0.1462602330620955,0.1199160547000167,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0105459628805495,0.1563766354236773,0.1238038637051713,0.1239652869613974,0.1212455929456002,3.0,-0.012480676573539,0.1420736812977742,0.1135825458676553,0.0665021788784887,0.0332325170371234,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0007044524470636,0.1559468035774762,0.1237842465111694,,,3.0,-0.022454800172958,0.1364507736073917,0.1131346395554622,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0019485022962644,0.1551143101004728,0.1236272226061272,0.0485048266304387,0.0601837257429304,4.0,-0.1151756496332332,0.1427965127618739,0.1167226042954865,0.1962104228918634,0.2040044801515768,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0001395960444221,0.1469760557054572,0.1176589243963362,,,2.0,-0.0072864809325956,0.16663786565086,0.13370700120491,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0050797004397256,0.148964471189693,0.1192889291956486,0.1876579603884845,0.1802301983400365,1.0,-0.0687277037801559,0.1654292088024236,0.1274980790447535,0.3089388739139874,0.2745099786605112,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-3.647404991924397e-05,0.1485737295448439,0.1190723394751422,0.0934458164111279,0.0762375987329812,0.0,-0.001944732441347,0.1620013214532722,0.1281372658946431,0.1277188631389313,0.1237279715422489,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1574028736458151,0.1371591972301235,0.1107491258147364,0.4198305363671958,0.4106044536767342,0.0,0.05584042656568,0.1505352754624751,0.1192176853300931,0.2376401569510743,0.2549111008798172,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0034743064479212,0.14690413053699,0.1182310227790588,0.2401077450877574,0.2293728901140029,4.0,-0.000286262626481,0.1697220153902777,0.1351774756243958,0.4325505893745704,0.4311158643387137,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2357960847619098,0.1326571631050647,0.1063670798367718,0.4987834624729397,0.4675338074751157,2.0,0.1255909684366677,0.143210264555876,0.1133057520933187,0.3718177503103134,0.3872288704340248,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0631922124940483,0.1483175774352028,0.1168527438090056,0.2845315851575287,0.2911611724883785,3.0,-0.0809088502394526,0.1483495156237043,0.1183547558960457,0.295355239352063,0.2847883128386394,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1488582548802082,0.1395836113930352,0.1124752380025444,0.4266728980460561,0.4009507624170259,1.0,0.1139524679492813,0.1450928551979906,0.1132831153868407,0.4441001442286817,0.3959221317429717,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001513238224317,0.1561772302588221,0.1241056624518617,,,3.0,-0.0507968971834849,0.1409618770191726,0.1134009951358507,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0004435812847951,0.1549663905842031,0.1234197226814855,0.0939166054676536,0.09472324735987,4.0,-0.083917269001418,0.1448522279096834,0.1151629927327558,0.0819889663367282,0.0828935809189342,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0018668050476229,0.1501078993253556,0.1200677825025302,,,2.0,-0.04729621440109,0.1593447371104759,0.1241457748807193,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0036549178636586,0.1497170636678599,0.1195257400484198,,,1.0,-0.0009806298314967,0.1582601031469995,0.1257611111013183,,,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.000621877792877,0.1517843299722517,0.1208709646782868,,,0.0,-0.0091658520383779,0.1535244082500667,0.1223733088858059,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3382219542823486,0.1281079320125697,0.1025342906142685,0.6123109228011013,0.6044350007028657,4.0,-0.1607134079909138,0.1445070848659191,0.1166737979815354,0.2780611448241898,0.258339132993132,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2230584666382816,0.1283490967642695,0.1050705898293469,0.5205201554873135,0.4894475248030391,3.0,0.1121959611958958,0.1507816598100045,0.1180449690822631,0.4037819051292094,0.4107419997388633,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0191620210192184,0.1535625843173978,0.1218555714975741,-0.1176958333926339,-0.1017339562257975,1.0,-0.0126999291962428,0.1491541249733975,0.1187565874090256,-0.0209333820353424,-0.031469045666877,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0011881550955674,0.1495193763977623,0.1205865036055202,,,0.0,-0.0376412885076333,0.1609967122569897,0.1281049993317503,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0095127124510356,0.1504583945288417,0.1201263612593354,,,2.0,-0.0588419387462859,0.1567706104494613,0.1259243056306582,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0024833610459087,0.1503776634225508,0.1193970829353893,,,1.0,-0.0419339582740194,0.1572380176913552,0.1285075226568328,,,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0029869551505772,0.1500198306314285,0.1189753702198734,0.0396902869385841,0.0486393485910805,0.0,-0.0028362964272898,0.1600731042973636,0.1290433930812778,-0.0044646016120664,-0.0040702596318906,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0027400699539839,0.148738250618157,0.1189500841786659,-0.0196922832202785,-0.0208607724561465,3.0,-0.1982916022905494,0.1667764285515973,0.1284263678891166,-0.0121924897908021,-0.0119609739164317,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.001086518190138,0.1520399517375225,0.1214841300232234,-0.1399488348831005,-0.1516473855883412,4.0,-0.1782553363090475,0.1535826934968974,0.1250641142109412,-0.3527202405892715,-0.3674306986560219,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.000381541379963,0.1546151337384922,0.1234602241540479,,,2.0,-0.0493328506057797,0.145199819547583,0.1176787808851368,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1732849203680994,0.1327942179813064,0.1068822242718649,0.4400169030003249,0.4316967621799247,2.0,0.0560041017852336,0.1606414348977594,0.1211425599551933,0.4170971537192735,0.4312640536356226,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0036697456202774,0.1486473591129577,0.1198196952117054,0.2742977446571705,0.2820522612225925,3.0,-0.0126092230567105,0.1603967342757971,0.1260190863577796,0.0364448159901194,0.0490057428057631,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1646266482431782,0.1392040306313566,0.1127845382152163,0.4490936164430243,0.4325056306638989,4.0,-0.0886373431305773,0.1492644350636094,0.1222225680000956,0.5323148172123608,0.5164510302840432,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1751059663056847,0.1378100338426465,0.1104982266136577,0.4519937212163241,0.4436464401774271,1.0,0.041862810747018,0.1464540277807204,0.1203760752722959,0.2310005920940561,0.2468011166233724,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2219309249791335,0.1340491504599927,0.1070925803101429,0.4799845945855665,0.4706722323558259,0.0,0.0002501021678558,0.1516375884373779,0.1206198439606191,0.2714615830733942,0.2864626085386921,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1258107744425702,0.1457852813353393,0.1154348237447072,0.4479777979205851,0.433587373320115,1.0,0.113384410245416,0.1323515802230173,0.1049593827170299,0.4160709908835717,0.4314766843221191,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0005309355204685,0.152939425442526,0.1214287956126685,-0.0614733033715152,-0.0346870851451786,2.0,-0.0548938369299683,0.1499866462401699,0.1234407681591556,-0.1352565564109918,-0.1312392067021647,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0004806071185365,0.1529313399392402,0.1221457389441019,-0.0732329287091055,-0.0730914063000185,3.0,-0.0212291482818856,0.1501505641661004,0.1192932040432901,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1504968331314303,0.1363067127242618,0.1090600709572422,0.4169720778898655,0.4175310681660459,4.0,0.1262081852195958,0.1504118118386439,0.1160775983168862,0.4978448005666481,0.5061066773794173,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-4.4101327365542176e-06,0.1479659397951393,0.1191753328198166,,,0.0,-0.1758021844352035,0.1674587219596614,0.1351129149089205,,,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0018759560284991,0.1523099745196487,0.1217744584945406,0.0332106367635069,0.0294374776393158,2.0,-0.0070902858115617,0.1522794369035397,0.1197101977353666,0.0460811860326661,0.0017015128898463,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1371066492181736,0.1381486103517337,0.1083823732537448,0.4207347698348658,0.3975283065743275,1.0,0.1734467454324311,0.1429392523237385,0.1152972596402656,0.434969341313955,0.4171493765936349,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0045360033112553,0.1451784326759948,0.1166731682080928,,,3.0,-0.0791171923645095,0.172326743007501,0.1378821975334035,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2329403474066332,0.1366595458529445,0.1109085335227834,0.4984008103013156,0.4553544517847353,0.0,0.1611119653982669,0.1272949390820683,0.1011609750016404,0.4431043300136909,0.4526268724223327,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0016693940198009,0.1493817081888311,0.1202574724851668,-0.0573059868298733,-0.0554437957344729,4.0,-0.0943523714141996,0.1628881279431761,0.1314476484466049,-0.1609030601786084,-0.1900472777890388,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0016181156081482,0.1491238262075237,0.1198925216443767,0.0692542820713191,0.0775986926778741,4.0,-0.1397469359020069,0.1621704868281724,0.1296203187039784,0.2525808389668758,0.2308505824524344,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0010129126210847,0.1542406589528642,0.1228473303554822,,,3.0,-0.001633164210844,0.1458526206066929,0.1166236918963864,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0036833877033288,0.1550387464773777,0.1226772136769661,0.2630496478246494,0.2790599510264755,2.0,-0.1122073461315023,0.1485237007531062,0.1177279887322373,-0.0164753875180908,-0.0092734825425994,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002431716503332,0.1490870972084437,0.119876689727054,,,1.0,-0.0197940065972839,0.1599086733544379,0.1276683379695465,,,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0046876536604465,0.150299461570343,0.118608893267136,0.0227474736527042,0.0249985880117017,0.0,-0.1611161693046381,0.163824749553135,0.1302554456814297,0.0023415721544494,0.0031987246285985,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.005969161505662,0.1528870597803253,0.1230678092577822,0.2068431230628364,0.1981688882532244,2.0,-0.1030211873458375,0.1548124052078486,0.1251913284798692,0.2515690284292476,0.2720774928567216,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.283526688214629,0.132185704115451,0.1039733423314404,0.5573688690649036,0.5523814620069346,0.0,0.2407018680107264,0.119742741157573,0.0971171598092459,0.4968394812197584,0.4799994045483258,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004120341028561,0.150472919374529,0.1201821041867486,0.2039591026227461,0.2009967961909786,3.0,-0.0105448622002277,0.156791508561102,0.1258325263694263,0.3136817599403684,0.3153032280903515,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1231056174680976,0.1411026397689573,0.1150182240148298,0.402512510991155,0.3823623774151873,4.0,0.1127967598964555,0.1466650479978298,0.1127890001281514,0.4004772589878897,0.4109057774462422,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2060228534874573,0.1328301979497605,0.1055955141590127,0.4802401592926607,0.4701842598588573,1.0,0.0885736706074211,0.1516044771586087,0.1195738487314062,0.3027121355101089,0.3053796901093955,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0854439954521439,0.144669955358229,0.1153817702651445,0.3080478392946364,0.3354891157462959,4.0,-0.0643461070669355,0.1530625702033087,0.1227587828729538,-0.1289900365049326,-0.0344077431091477,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2521793448058971,0.1308845679473123,0.1047073035116049,0.5370014823538156,0.5009077190940827,3.0,-0.0118253411891391,0.1540153216541063,0.1241501305816711,0.2127136453334319,0.2101305112018427,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2198305541731287,0.1337272365540906,0.1075235745631455,0.5188315888389683,0.5141118878457109,0.0,0.1106055520702109,0.1452140849150788,0.1150547958833938,0.3423888511428836,0.3425371319743174,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0004598386213146,0.1500372115354943,0.1201377915928732,0.1365896234695625,0.1408605656415492,1.0,-0.003911630368399,0.1576457984291227,0.1252742380749679,0.1355735438354149,0.1416617425876146,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0004258477577474,0.149670382800779,0.1190458527346813,,,2.0,-0.0271803671851194,0.1604904914156291,0.1312271620860682,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0534743953884928,0.16155467946764,0.1309782251382503,0.1031094476743089,0.0926548271751269,4.0,-0.1401085093257696,0.1401817008614314,0.1156639932308925,0.0886642399894319,0.0758742240268615,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1973566665291339,0.1348829453210957,0.1099617872471033,0.4784182349979501,0.4504671947500826,3.0,0.2252321957156953,0.1376383574693149,0.1106552515065639,0.5111974622023282,0.4335265123228961,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2768181375987584,0.1301186484896311,0.1044358483886935,0.555245318261124,0.5285445803478334,0.0,0.2266205211389297,0.1304088953838628,0.1050822603033577,0.4865265885483975,0.4681352112580896,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2651056161929147,0.1295753103262113,0.1048220429146898,0.5551326694424366,0.5338416605826494,1.0,-0.116636617345015,0.1533653382604473,0.1222978127821722,0.3789934745826609,0.3794963755296725,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.436665132860522,0.1161962388064678,0.0916682904728622,0.6685160777041549,0.6584248573332744,2.0,0.099598088663307,0.1351628568691494,0.1051189665695853,0.4153636646651359,0.4119093172179671,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-5.197214346042145e-05,0.1469604222661157,0.1179791407129949,,,4.0,-0.0241725994715733,0.1672358472766623,0.133959114272122,,,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1741998947269909,0.1381523480973813,0.1106164341703567,0.4648626795349345,0.4598745795920824,0.0,-0.0006970634386416,0.1520717710920137,0.1226002591628285,0.1982566857851946,0.210391054408056,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0007817356130592,0.1492270268464754,0.119065051318191,,,2.0,-0.0436972030638973,0.1605565596347263,0.1263988098731399,,,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002768207502414,0.1514592048546942,0.1205483486781941,,,3.0,-0.0507585256083276,0.1554633624044933,0.1281512236831659,,,3.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0008639815830173,0.155890740096393,0.1232604110304569,0.223904296122007,0.2382902982488338,1.0,-0.0106863234063208,0.1370752485993594,0.1148464320688861,0.153568719182272,0.1765802923616304,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1853475140528587,0.1385064061009202,0.1093980370835409,0.4672205256799495,0.4666199105630373,4.0,0.0377801936051779,0.1441401542521288,0.1116721470165062,0.3604409694936492,0.3525778638462557,4.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0106116393765929,0.1547845551510634,0.1257938786451099,0.3052670086930871,0.2995173917825157,1.0,-0.0432950094582385,0.1495562674371529,0.1227918040157918,0.2626776922896786,0.2642718206963645,1.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2344619317801154,0.1331713754898446,0.107543969366217,0.5021779495009805,0.4823429759524044,2.0,-0.0223469548813288,0.1533419547479754,0.1244427051338067,0.3263556672890751,0.3264363428103333,2.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1632920789286674,0.142660805792806,0.111454890518836,0.4435621894410325,0.4532723403832188,0.0,-0.0317606488857178,0.139608328741117,0.111116433744635,0.305083694918385,0.3041379351973627,0.0
nucleobase,sherwood,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1975849176959354,0.1348019850225663,0.1064327983361774,0.4751257873829165,0.4464789453076744,3.0,-0.0396763989079829,0.1601613939077465,0.1239972638331591,0.26387921164118,0.2518006515783274,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1724885487961548,0.1350932172967698,0.1091852621304902,0.4317468133228974,0.4186325863734045,3.0,0.1500337867353718,0.149351724723082,0.1140039464310361,0.4816596820851142,0.5077218494674436,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-1.872227272992077e-05,0.1447660109214079,0.1165805987713408,,,2.0,-0.0854526280242831,0.1742945626195628,0.1407316431396232,,,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006305821701291,0.1532693301176081,0.1224183382784621,,,1.0,-0.0012053337343218,0.1478350512180072,0.1178169546931327,,,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2216853862184939,0.1338953351594899,0.1069669243244874,0.4919993410003636,0.487462263994115,4.0,0.0648847847308515,0.1476253500556126,0.1170623407227242,0.2766030647103596,0.294402382289247,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001802338254353,0.1504499125091868,0.1203850944664236,-0.1546714685894649,-0.0479537312201353,0.0,-0.0029100125241598,0.1579133159848378,0.1265247219128187,-0.0971665768838871,-0.0449073486866366,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0511542334610909,0.1459567124586329,0.1166967158686127,0.2604305902077088,0.2467932130703022,3.0,0.0099017190167421,0.1583302646714809,0.1249407414822812,0.1269685727263268,0.212022594359553,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0014008748130931,0.1558347188535145,0.1239258245300644,,,2.0,-0.0116315503656201,0.1411093889900206,0.1147063655230748,,,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1675383862097973,0.1382420398754787,0.1097110445107968,0.4128436169283926,0.4170676948587221,1.0,0.0905322255792638,0.1465157538104429,0.1137301091035197,0.341398666743361,0.334674980962901,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0045029413696688,0.152365715461126,0.1212370742760339,-0.0800759378777572,-0.0690557066050185,4.0,-0.0028169400945394,0.1516139276480863,0.1212940353567055,-0.1449658737361749,-0.118503206331622,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3533482630616955,0.1235870873852608,0.0956577930265808,0.6490408309707616,0.6464982549137329,0.0,0.0655446894328899,0.1373729662351737,0.1059076450128829,0.4203463826724064,0.4159178015195693,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-2.5365829533496864e-05,0.1531200406591776,0.1219873212945358,0.3126695479925022,0.3103505713276436,2.0,-0.0334246082597606,0.1495587979920283,0.1188791339605509,0.0416696702569535,0.0575197327693962,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.001101102911643,0.1537093309375215,0.1226148378424727,0.2296939147030697,0.2273260321757038,0.0,-0.0007668361028363,0.1463947351970885,0.1185184107443759,0.3440232755031054,0.3369659416827739,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.000437946000054,0.151834815236654,0.1216547585065189,0.1949640699843428,0.1865609253310078,3.0,-0.0040822080431452,0.1530519932180915,0.1202195652482084,0.2259462373826464,0.256556668466508,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0040542861298888,0.15272691957509,0.1215131205481504,0.0944686566374324,0.1020965862836509,4.0,-0.1089656904498577,0.1502080167025221,0.1225651994899225,0.228829594374342,0.2439975286719739,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0009298632617495,0.1499788448105777,0.1195847455584868,0.2235681434874196,0.2094003563169897,1.0,-0.0105204761183657,0.1598310940563741,0.1288904425056156,0.0681438545905064,0.0765506707837769,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0041002067424491,0.1496245002232638,0.1208920309422577,0.1770282293711312,0.1575080121011934,2.0,-0.1592788805813141,0.1654610089842743,0.133429529901476,0.3484799593370449,0.3543234086347329,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2127264793541137,0.1336398007727793,0.1075475479422837,0.4731378381710904,0.4485137660387304,3.0,0.1052458938746415,0.1480103475870615,0.1163939743807159,0.3329535519387199,0.3134951284498741,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.002559419841023,0.149344044113072,0.118782956999814,0.2418751840264619,0.2413834412391176,1.0,-0.0010963475612033,0.1635054360476259,0.1311361986557324,0.3136174330421387,0.3316388956285291,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0306085181259297,0.1481664738178476,0.1196791853412124,0.2304691753931362,0.2195099006697004,4.0,0.0402458671050438,0.1530369732971762,0.1234110160744923,0.4339359415906579,0.3849119790929824,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-6.247769265055325e-05,0.1465323409869869,0.1180485266058178,0.20572536913957,0.2052795802454349,0.0,-0.0129435288671935,0.1663857172194005,0.132323333678921,0.2838308331089189,0.2993067883188917,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0100222424195446,0.1526033520222406,0.1197225896323747,0.3749697127302922,0.3821497727044766,2.0,-0.1642379150690176,0.1618352042319813,0.1218509232695813,0.288323648524761,0.3253793754493545,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002948189968936,0.1559936857569145,0.1242629351411986,,,1.0,-0.0005845563164297,0.1404091269835763,0.1130682935313497,,,1.0
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nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.259161851812501,0.1324513120362646,0.1056883779296688,0.5219681066653168,0.4901914319857659,0.0,0.0988535847702356,0.135760612993831,0.1090115172398509,0.3418513478701269,0.3349313578098942,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0917030920553341,0.1430959116253359,0.1149925519693891,0.3154162203158469,0.2800346246401254,1.0,-0.1075860138807645,0.1642408100259252,0.1272861446173702,0.1161039250543571,0.1672847123130359,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.27354402371624,0.1300316990038636,0.1042115848929137,0.5356501828347098,0.5132959913177766,3.0,0.1628981530708431,0.1377828124022792,0.1109059839201699,0.4124174367740207,0.3752732588696567,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0028744048977178,0.1454145041837106,0.1167159656953939,-0.0338958694093975,-0.0327727872670814,2.0,-0.0824451051986705,0.1727710730101533,0.1389911273927226,-0.0672972782134671,-0.0640578401017962,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0006270373242884,0.1489240158269528,0.1196990007133315,0.0495439940712126,0.0372908575188883,3.0,-0.0094189502325467,0.1611629997571513,0.1266596417156973,0.2033990685161769,0.2008929866269872,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0001481419169813,0.1555108168652526,0.1239660090637084,,,0.0,-0.0515359047446646,0.1416705148009432,0.1158662087297924,,,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002031525204428,0.1495068182168361,0.1193125620077337,0.0714717848682513,0.0755702079764745,4.0,-0.0207836802508318,0.1593040246288286,0.1294070052238597,-0.1260889729634682,-0.1208448703107803,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0018651932188635,0.153007540218934,0.1214247312804544,0.2651546172936046,0.2803043739891646,1.0,-0.101178484923861,0.150318973154494,0.1206392062089846,0.1961767728827448,0.1903948457492288,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0120424343992724,0.149158362472549,0.1185600519089652,0.1394854705910335,0.1308591478012562,4.0,-2.7994731080838164e-05,0.1621306709520645,0.1287836058331666,0.4412096293157179,0.4399954323773982,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3210931474187387,0.1300428023768565,0.1016593823406719,0.5975719702650986,0.5941999755869933,2.0,0.0770555430915893,0.1286156858029579,0.1044741993497278,0.3062547500918339,0.3203205716719149,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0672259728096302,0.1460997699814027,0.1166002527621291,0.2842473491560682,0.2783928716587711,0.0,0.0555159925557847,0.1505737738683078,0.1167158933743111,0.4272255832327609,0.3520943176207751,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0019684038173037,0.1531572075079938,0.1244535681730093,0.2652165451516387,0.2796907140179676,1.0,0.0440543388693657,0.1458433622067786,0.1179572947557459,0.3669616790368916,0.3382364744076728,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.141587040909335,0.1400974929728645,0.1111731967869701,0.4083696524595309,0.3958767046028446,3.0,0.0657916476955613,0.1494479170509122,0.1151522168986537,0.3942070664256142,0.3885154535715209,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0002715268128719,0.1519077645292368,0.1208240145363356,,,3.0,-0.1113036409893892,0.1539375350043219,0.1269405177277633,,,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0008548422157179,0.1577301406766727,0.1256397317032229,,,1.0,-0.0031050765493336,0.1343462714188727,0.110733414821131,,,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-3.308617084307741e-06,0.1559452686927103,0.1242516799797249,,,0.0,-0.0294914556322296,0.1413044416867998,0.1156560646803959,,,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.085585454733029,0.1456469934274083,0.1173760036999845,0.3579481465199859,0.3608827380585384,4.0,-0.0784602237683034,0.1489275568194154,0.120253032359687,0.3572449415100994,0.4016405109528134,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.002456337881912,0.152243758531332,0.1217021528210548,,,2.0,-0.000703680606291,0.152165116199299,0.1232508001319598,,,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2618633945850183,0.1353995483578922,0.1081341120791724,0.5272894083604605,0.503041561374217,4.0,0.1692866462804338,0.119685244059526,0.0969029473038332,0.4153043572104034,0.4134383759056431,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1947102730072537,0.1351437673201529,0.1065840293697016,0.4752194652096697,0.4699010767548136,0.0,0.0119091110978851,0.1554552019539655,0.1212697045429404,0.2841602405142317,0.3070916539235757,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.312348202888674,0.1253819016862263,0.1015937178234988,0.6121405456483449,0.5766366964646151,1.0,0.2836758391910199,0.1279196027457148,0.1033639351451918,0.5827408316787428,0.5786728908149924,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3012400571695677,0.1317784179373666,0.1061345595505662,0.5555114897508802,0.518722239695857,3.0,-0.0090640487759887,0.1337969162626765,0.108206100562495,0.3351029398752042,0.3178594931555806,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1519121403280623,0.1419439796263052,0.1150628339520573,0.404975377413361,0.353728928469543,2.0,-0.0213934909648167,0.1469781623683984,0.1174645403844346,0.1357462401088602,0.1283550842263796,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-9.247783806065613e-05,0.1524938310594468,0.1218683986704906,0.1424932422337045,0.1237585211705606,2.0,-0.0050951092310687,0.1507774930047454,0.1212618573994711,0.2790436850434125,0.2914090787861207,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0010797975194172,0.1516186225149713,0.1207315553130162,,,0.0,-0.0378548642947653,0.1538236365220797,0.125029295297094,,,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0013284698490845,0.1518473571780945,0.1214587784236391,,,1.0,-0.0065205838791424,0.1528375143784794,0.1213262360491311,,,1.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-3.369820455434436e-05,0.148065102180342,0.1182955486071076,,,4.0,-0.0774322239568114,0.1638048871373912,0.1286553094606437,,,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0060449495723911,0.1523811962572674,0.1203849958645166,,,3.0,-0.1527858436336238,0.1580379123196745,0.1252362507933376,,,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1600086180893577,0.1383193441550829,0.1089136070787123,0.4958973302923644,0.4883335489193466,2.0,-0.047093700319357,0.1556363661217268,0.1220072923690584,0.2010350098949946,0.2264941695633687,2.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0007220494093249,0.1451762660812318,0.1177163703683686,0.196489982720947,0.1802223000602709,4.0,-0.0970766767143391,0.1731931701589765,0.1383714541103253,0.3400733328112255,0.3195267803152253,4.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.195434355449148,0.1384403776864325,0.1098121789410922,0.4521268199879837,0.4578462669440755,3.0,0.1029012073796337,0.1336042498103505,0.1103281268770042,0.3580984302582845,0.3641783100608913,3.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2059135753011489,0.1414048341747463,0.1117734646082658,0.4609819616835982,0.4687881449822919,0.0,0.1165618464407793,0.1223692639785374,0.0993845950020584,0.3549748713857215,0.3393441719812801,0.0
nucleobase,sherwood,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2137696842706987,0.133434336132743,0.1062746613106192,0.4765374456174799,0.4633910073315272,1.0,0.0873889364507248,0.1500272851601812,0.1183169730785269,0.3475268244807963,0.3390570544929302,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0012418015979376,24.387744652079984,19.69017905893252,0.0527696104422497,-0.0007880414750775,1.0,-0.0001765487439431,24.470583306851346,19.122286641646404,-0.1150285827076523,-0.1124627813097365,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-7.835434031355781e-05,23.068318263331207,18.28680562509073,0.0660655778664161,0.0666867332225427,2.0,-0.2766619620246882,30.794939937859592,24.70811004130046,0.345036265867789,0.3168264565685651,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001741580771135,22.546170621651083,17.81088890486497,-0.0455290736035021,-0.02485696046177,0.0,-0.0082578549239746,28.858343870107856,24.21762206554413,0.1396321100641049,0.1475264178977007,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.000419968954556,24.39834549310078,19.19006189373956,-0.0393211579297391,-0.0208541012008408,3.0,-0.1281852122428568,24.89233872516623,20.07396102333069,0.1678730913319241,0.1721472400094937,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0007382624356675,24.75470366099563,19.911731785060645,0.1553754435059975,0.2210838945358024,4.0,-0.0418684348061892,23.15265116459164,19.404428532191684,-0.0745303115482385,0.0797347425510586,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0029420549017049,24.901087389467243,19.89750048319499,0.0574564884856927,0.0664794135874052,4.0,-0.0015183709579493,23.193081793674125,18.5989158821106,-0.1062438347213911,-0.1099554563184095,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0025545808074678,24.62260446133156,19.62648272363376,0.2038329828359181,0.206057402323853,0.0,-0.0062706684731457,23.96794183814168,18.983099547710616,0.037050055526813,0.0328340950048012,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005140846833284,24.41374386023762,19.336918143818814,0.011171274625619,-0.0209749410039249,1.0,-0.1670355589762027,24.595787852314857,21.64839005330404,0.3004159018812411,0.1615963417095534,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.099082554638201e-06,25.678986952846586,20.779036561205867,0.0723374204138776,0.050383281225464,2.0,-0.0615646133418603,20.33442426809664,16.840334428575304,0.0989732197799091,0.0404555993380466,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-3.091484198458616e-05,24.186365739244103,19.210866627548683,-0.030239479629271,-0.0248542672556603,3.0,-0.0066717552688397,25.05099632195453,20.42507202811863,-0.1271404712052396,-0.1158997004519753,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.002013737857355,23.28646330304518,18.81448045385165,0.1105284275409275,0.0999018904083473,2.0,-0.0237234233470891,27.22945910229145,22.597645010854688,0.1380382167494624,0.1075877433545753,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0020902873381709,23.693370756230504,18.944945234060288,-0.1557355947729272,-0.16325446392186,3.0,-0.001641573234997,26.15312837241828,21.49167154541016,0.1948020359489874,0.1045986564416661,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0020717161502981,25.396088641245807,20.424903847588435,0.1383522124774505,0.1333265354349128,1.0,-0.0506054252710688,21.38505077396817,18.30258024171341,-0.0992037948579746,-0.0669698457174235,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0039937182419387,25.32836368086128,20.5265915748789,0.0587851751121428,0.0377945658269646,4.0,-0.0124249701004031,20.902372403341708,16.792752503986602,-0.0171575465413473,0.0439579833978431,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.00344405186892,23.79986712886656,19.23999371359925,-0.0423397677009355,0.0672590747362647,0.0,-0.0959501524489492,26.451350996643207,20.50841942702668,0.3926284314056038,0.3068197032583162,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0129186960028981,24.94637297831272,19.81241659773157,0.0765765268707332,0.1247153114402586,1.0,-0.0144824478825031,22.520455148195364,17.976901306977147,0.0015765743089081,-0.1151214458132771,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0025474762611663,25.53566766247808,20.429549189822776,0.1805834202079528,0.1838765242661625,2.0,-0.0047347083447182,19.37993405372032,15.882916384802924,0.112759991901699,0.0424950358158613,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.856155136703564e-06,23.65512618424511,19.155272367140828,0.1759779056026548,0.1511450932571733,4.0,-0.0851933849594486,26.955976086602764,20.26778491792225,0.0561225028513672,0.0224469959481825,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0005499363186676,25.33555521831332,20.482763927433044,0.1272314407565153,0.1206402156119845,3.0,-0.00952923982161,20.254077733574395,15.48368330165318,0.1681170316215038,0.1400614135670838,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0035535623832292,25.617731180691777,20.73706591954307,0.0358963995443858,0.0579163711032975,0.0,-0.0198418008886958,21.18300841104533,16.743941684136026,-0.0839268510510489,-0.070271236796521,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0007956770489263,24.907408087446345,19.72785491143073,0.1661466969768061,0.1453437559917392,1.0,-0.0095880099768779,22.23422903392165,18.96823294503348,-0.0843671132563658,-0.1274965225884023,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0015394563784889,23.75990590833233,19.275579550531177,-0.138603314818613,-0.1220454635962995,4.0,-0.0320034571525669,26.968053921441456,20.857088470458987,0.0691794453487577,0.0420297186090673,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.003016942365225,23.80881562616001,18.916214632586243,0.0991091476434929,0.1035759779472294,3.0,-0.0037816581277141,26.301113883828897,22.20037746567324,0.2312225966230256,0.1754648364779515,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002684192500057,24.74720246722855,20.03432086112804,-0.0656780627469964,-0.0371936678202996,0.0,-0.0274845285364639,23.400859264057427,18.001804082234703,0.0990995566006225,0.0850016464335402,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",2.283492419663524e-05,24.94495861365049,20.02328983250786,0.0975226378961038,0.0576563419874206,2.0,-0.0341602566166701,22.663469183034145,18.8293792851766,-0.2029040795769162,-0.1712092985582375,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001142985253721,23.305117569448587,18.59631464491796,0.1430699730012074,0.105325401158609,4.0,-0.1693072611898973,28.321579788472405,21.9258564572218,0.0511135682459501,0.0248477625618798,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0033138583489149,24.422028898923013,19.38107508626017,0.1589815075474607,0.152504639173284,3.0,-0.0916108578622001,24.339995877842185,20.64674074881417,0.1566744745621237,0.100450549004458,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.2518351859558408e-06,25.67204164081724,21.001033609243542,0.1226427585887042,0.0935829803866766,2.0,-0.281456286469413,21.242653376052665,17.51682687918345,0.1662438374923758,0.1444636620357993,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002702948360076,24.32581303513847,19.54669815701677,0.0526891940855257,-0.0088152235884169,0.0,-0.0307281329894391,24.78120488041881,19.18320190429688,-0.1444398782655337,-0.159720025142272,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0026810157512757,23.50960038856504,18.44093027534632,0.1136812162602529,0.0538968093056649,1.0,-0.300853324584621,28.042628712384108,21.664310634652367,-0.0842464339556203,-0.0647934429928992,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0087200297454956,24.475863385375224,20.15236041386922,0.1581724447882094,0.1245302359508462,4.0,-0.0160422578027754,24.7366394563544,19.354225908167223,-0.0711558365342023,-0.06722272060469,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-8.399434218953061e-05,24.93997292826804,20.32661703388343,-0.0352756857078372,-0.0372382285496612,0.0,-0.0003058629390078,22.729786769593225,17.543505434186272,-0.0567186292045904,-0.0415052903087075,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0005651086590203,24.524439782635085,19.683819776868063,0.0605216011313001,0.0605658854975477,1.0,-0.1427619051039144,24.72950809907996,18.526856800959656,0.0223920356064395,-0.0230718347579806,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0003947184015913,24.83601813958311,19.900743221964674,0.0100072863106463,-0.0281915425208273,2.0,-0.0774618746354425,23.472824806540483,19.943243014427928,0.1382173554260488,0.1187985855179719,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0002257320502423,24.01995955844583,19.35880027564796,0.0154428757367495,-0.0067483481660768,3.0,-0.0035195041260733,26.220728719865,20.80119482167562,-0.2345907952382345,-0.2079217549763725,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003429618727892,25.66068136665569,20.900147769105203,0.2783714381313086,0.3082234200192014,0.0,-0.1076587888144491,21.08884944502889,17.094116094608122,0.1692469491918246,0.1769687298242728,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001839805069063,24.46794619430118,19.59574815586636,0.0745490051324791,0.048888593731364,4.0,-0.0593015294138346,24.38544009202321,18.88932566994115,0.1913600072761627,0.1577000909576439,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0006650764226592,25.72971593737747,20.44155703139031,0.128627213814218,0.1517923660182819,2.0,-0.003762000715634,20.32650962710625,17.203708520186574,-0.0345602445360438,0.0083994204648862,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0022451293366749,25.07600653566226,20.037602566859515,0.0007398655099723,0.0173139526967296,3.0,-0.0304581174420741,22.843639596405584,17.760394550245636,-0.1598365178330781,-0.139986355680911,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-2.8247685360582864e-05,24.190315677060003,19.29356067707012,0.1694103129949422,0.1882201543898003,1.0,-0.0101810541306961,25.744608803318783,21.757039915720625,0.1259200902246901,0.1382043217351139,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003446914043181,24.849405204613344,19.68237633962033,0.109811736096747,0.1386112167571748,3.0,-0.0131637296412918,23.016751564501764,19.90687930836397,0.1636799989412519,0.1302161964104952,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-4.162540936558656e-05,23.4425566193312,18.691817764513424,-0.12305655876922,-0.0534203405374955,4.0,-0.2965934289556831,27.8217442445004,21.145309906005856,-0.0562544191802508,-0.0609953453962578,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-2.279170763985761e-05,24.37595647827981,19.796397668665108,0.150610482549239,0.1580824320671243,0.0,-0.0435746618011321,24.64643663812344,19.83611314193062,-0.1959780059943009,-0.0816636355253742,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-9.401476160331156e-05,23.29708454181296,18.3752451222153,0.3082063783714205,0.2651059342984032,2.0,-0.009267192030496,27.26905836689716,23.413831536544,-0.3304968359088752,-0.2692045228283731,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-5.788343411472496e-06,24.98998769334591,20.2876304798473,0.0930186618171121,0.0897934153828631,1.0,3.432919425616632e-06,22.30343036223597,17.287074814784674,0.0540373093473949,0.0454062966067497,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.224286775054373e-05,24.27377345536867,19.6638004204444,-0.1608142990035342,-0.1367561929437557,3.0,-0.0323777605477431,24.92683666203914,18.87456796623679,-0.1947678996912291,-0.2155617997510859,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.983495576673988e-07,24.13812806025368,19.249542307015805,0.1146642659586116,0.1642119618417509,2.0,-0.0109707268498084,26.27879780243665,22.45908038472021,-0.4489859719169812,-0.4076452938354264,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.5501967893793989e-06,22.611924494130683,17.982345102508436,0.1866667026074588,0.2004340377167542,0.0,-0.255106877701051,30.71177516244562,24.27298162286932,0.093573867637638,0.1223631072630918,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.337921504300347e-05,24.582150133547746,19.783178992377387,0.1681264652345491,0.1441175201964879,1.0,-0.0138441171131504,23.89767260594636,18.629146345271625,-0.0428679833538371,-0.0747603593023438,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0026489332356516,24.6692704445734,19.94033062152009,-0.0833474129932781,-0.1487644463125245,4.0,-0.0061041099773173,23.75105540270033,17.96440075267445,-0.1295931656106701,-0.1132456092617805,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0021527513792463,23.30337455831372,18.522977728750195,0.1159026833951435,0.13298335444379,2.0,-0.0169668080579623,26.98872036990929,22.21602843633973,0.0132360707363393,0.0441827415927841,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0017416718297602,24.567548696284256,20.01490218415277,0.1113643292107681,0.0787354851387483,0.0,-0.2104433163802781,24.623243879226187,20.449185600803325,-0.1697882734864658,-0.1141578927375713,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.000291218063066,24.58089012178345,19.83186473648861,-0.0666755014256135,-0.0278605530489486,1.0,-0.0396437104685132,24.063037988129683,18.635925336565293,0.165809384047356,0.1179053222236261,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0004059813126828,24.143914767517195,19.127756285935305,-0.0832394854643367,-0.1582843416942228,4.0,-0.0120356957887095,25.258171809561844,21.59851494778408,-0.1098965523772613,-0.0916767394779464,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0005301601549032,22.699667568648568,17.770390122287957,-0.1912772497990218,-0.1678854278328378,3.0,-0.0759107498718905,28.79704848960948,23.605039258684428,-0.0654480609720204,-0.1173177768220309,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-6.51058392138193e-05,25.66389017221797,20.49515133049652,0.1621004673731396,0.1312235989204014,2.0,-0.0654225118928677,20.618140719399484,17.736092254963328,-0.0081980993232137,-0.0378438129956927,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001285215641844,24.090401683991097,19.1285078125,0.0318807322776794,0.039020921887385,1.0,-2.2310712485484885e-05,25.13217954680209,20.634868880937685,-0.1999471484012313,-0.166093104322505,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0020946863163777,22.732948340305462,18.14636514081918,0.2765933868785891,0.2851930222038544,3.0,-0.0602803914199105,28.83397061582894,22.623647355541745,0.2935466567231359,0.3171855129083467,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001439520958974,23.978474741923545,19.16709478060405,0.2686043921695371,0.2185737323994105,4.0,-0.1351405612817515,25.846638669020585,19.692660718457457,0.029297965994596,0.0662295699606368,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002075765965439,25.394994058264533,20.656438020501007,0.0486212803397,0.0301981608609105,0.0,-0.0103188487612946,21.868311669180702,17.240291499546597,0.1431195748790625,0.1744032947429787,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-2.6958053311876284e-06,24.875989321129847,20.07127426838188,0.2236405110476104,0.1917875325419037,0.0,-0.0156307872548691,23.406653915530587,18.9494694978157,-0.0136933613000533,-0.0056849372038895,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.003073054421554,24.8090187933106,20.10501893545835,0.1665413445884094,0.1166297926173166,4.0,-0.0009451894471992,23.35763668128624,18.83670436940295,-0.1014061818413138,-0.0444470132693859,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-2.996879890182491e-05,24.52759006077467,19.94460124080754,0.0245962641310274,0.0545034728172394,2.0,-0.0953195061991978,24.217267917740344,19.492921011788503,-0.0481185216079575,-0.1031903567113705,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0023078884878882,24.1963317278698,19.746569859981538,0.2583327622770796,0.218493546905557,1.0,-0.0021835070207381,24.948288611514315,19.45753969421387,-0.0412240719936961,-0.0849405326321628,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0024930623448877,24.90240015417009,20.19680605022309,0.1083290449852015,0.069423990492025,3.0,-0.0020552157602593,22.526279857656483,18.114099066747382,-0.0020416667965881,-0.0585676269831144,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0030768491042427,23.96503795504496,18.820904475031675,-0.0400063271136114,-0.0890233600910938,1.0,-0.2045807397746735,26.64299328226359,20.65324867641803,-0.2502415030487127,-0.187640628498481,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-9.776217580115264e-05,23.97137481353272,19.12962792336941,-0.2508412218124726,-0.2735790484977264,0.0,-0.0418234758273559,25.59466810329225,21.45350429992676,0.1743591756116748,0.1058000714480718,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0036614086822583,24.032038260662915,19.021926863203166,-0.1371434635046511,-0.1209760299342377,2.0,-0.0104582753425421,25.43752011532943,20.325763784986027,-0.0327603113222379,-0.0817610794503,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002721962997251,24.063231636015328,19.233871108322408,0.1696785022726015,0.1629142561200426,3.0,-0.0502847812438413,25.879989114094723,21.700073069102736,0.0300804792496717,-0.0403463963604437,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0012206302344983,24.703138723133947,19.75319902373523,-0.1046995949820777,-0.125688693460979,4.0,-0.0037976528276706,23.14193521170173,18.6874214725218,-0.4518208285006843,-0.3994336126662241,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0058004046970685,24.94682564041183,20.2041172037968,0.1714235755098221,0.1760609920655507,4.0,-0.4160796184290822,23.471547200991257,20.74559533888294,0.1183517884773773,0.0742895277007731,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0023080836267086,25.07718485037112,20.183020963564022,0.1230185702117719,0.2101649976010161,1.0,-0.3891706324516708,23.42595209735121,20.71692333359316,-0.1455236754876636,-0.0404481410547903,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0011911720273669,23.783819035509755,18.883833746384305,0.1454180693868214,0.0880364107304126,3.0,-0.1264102702527392,26.28766031974849,20.97379828996556,-0.0440291946830325,-0.0455866280222357,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0022258057844941,22.74556417814342,18.34283496645544,0.2278157453495996,0.2261602622502765,0.0,-0.0020567456419544,29.086458356600385,23.878639745375693,0.0404882225509379,0.0451935996226216,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0041350965337734,24.96285332695438,20.42295593367316,0.120612285031794,0.0981607734501652,2.0,-0.1825666851075054,22.89956291962321,18.813583269261603,0.1386145244004728,0.1312967046188801,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.1809306427367225e-05,24.481268859816552,19.6000725873546,0.1771429169350619,0.1569197978017019,0.0,-0.0140701794209012,24.19981525273638,19.98529902020623,-0.1303206559547373,-0.116037053690388,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002141305337215,24.90162111729293,19.90328643798828,0.1353450209006298,0.170431698140465,2.0,-0.0135641322469521,22.7410775276742,18.143550368518365,0.0202624440317656,0.0884448145706053,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.1032887741624364e-05,25.17657229387758,20.33356932726773,0.182049806551802,0.1859513969139717,3.0,-0.0691064282707629,22.201296139640817,18.251790628847868,0.2196096759599801,0.1807371901134869,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001103265925781,22.28374303613373,17.566530922629614,0.0417884947781927,0.0875983037064317,4.0,-0.0777865465219871,30.83086767891804,25.63216986008632,0.0602131027459683,0.1539947172112493,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001518659905059,22.769964744859926,18.28864945850445,0.0372558465935833,0.0327398117607796,1.0,-0.0378976862003135,28.705154990568087,22.67056728075909,-0.1786349820527236,-0.1983795401784706,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003721832239806,23.209894415976745,18.615413740636704,-0.0151923071383943,0.0112065148812139,2.0,-0.0102134166906773,27.690025540818343,22.732332059024426,0.2970908646423894,0.2586323571369915,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-1.869662983211562e-05,24.893219001047,19.951486353630564,0.1231336128868123,0.1846206999590796,4.0,-0.0576733068155843,22.815849065011705,19.110088469342493,-0.0798324723037633,-0.0084784962914636,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001227594904718,23.67165798247978,18.85442429269557,0.0237805138870663,0.0796307538851782,0.0,-0.0455993875658808,26.646475089068723,21.387434976512,0.1039426657623472,0.1387166296849032,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006420053877695,23.325802171980943,18.27145071423008,-0.2712782359779935,-0.2376158826631978,1.0,-0.0115019222401311,27.01631306974089,23.22605882586855,0.3507773532499341,0.2849880641690064,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0071376256342565,25.349604774161488,20.44917418181007,-0.0977750467522677,-0.0794333938887851,3.0,-0.0162790396715768,21.76188224727102,16.156867273504083,-0.174894953414187,-0.1216241205322156,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0010138725748618,25.35682156506281,20.471839641117963,0.1933426190707917,0.1629363957228383,1.0,-0.001982287446423,21.63607592766224,16.83772129580849,-0.035532628096299,-0.0998306177355896,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002221468974858,23.86665875469905,19.00896090198864,0.1135065120195683,0.0578230126611715,2.0,-0.1512344927541735,26.65817815013032,20.6230822301794,0.0101765400584219,0.0545564472225505,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0027015661570348,24.131166539607467,19.3555608109554,0.1053771828784963,0.0725300756948507,3.0,-0.0184975138530265,25.04728663471875,20.22069346255348,0.2146900246218295,0.154278729735178,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001051997338366,25.560023328202885,20.55440795840198,0.155755610362952,0.1287229709051106,0.0,-0.1935931767571603,21.22899944655255,18.15443558388568,-0.0256404539906259,-0.0450752458234618,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004469096874566,25.21599510945359,20.42607567334697,-0.0243872271219251,-0.0520434675751391,4.0,-0.1257884068885379,21.63135706227836,17.615550395686455,-0.2936156674304291,-0.2072734682822078,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0005110942963917,24.648597278283937,19.802816713998144,0.0612808482596178,0.10858373277274,2.0,1.078119403541411e-05,23.730716979496258,18.86082758050216,0.1997646568981262,0.1682046759692408,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0039737760300819,25.19638508843257,20.4133206111701,-0.0227143261321388,0.000785059894445,4.0,-0.0046759648572176,22.386490433429696,16.873633995834666,0.1182172921675658,0.0940786432686206,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",2.235813575945933e-06,22.76782210753949,18.167802821568085,0.1650688214423835,0.1640651598319592,0.0,-0.0140687046182261,29.177985073385628,23.96754489760801,0.0794863537294862,0.0989153421120106,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0003509786415647,24.62667394660654,19.686739646829,0.0713170208404544,0.0307160510277527,1.0,-0.1141650919566394,23.77398630041513,18.666674891604657,-0.2358647112891538,-0.1366861816721236,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0019779530375121,22.55683419861685,17.943208823033064,-0.1191703236608522,-0.1236430182542775,3.0,-0.0343497702773476,28.63690137838564,22.851644410632908,-0.0559306078285851,-0.0674376292650012,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-4.296236592993274e-05,23.93149276648146,18.823480112287733,0.0787860297055703,0.0655188593113735,2.0,-0.0953466041631769,26.578631782356123,22.01906076319077,0.143399783014972,0.1010660126579728,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0068558296413876,25.2805384107154,20.18068231508713,-0.0385832666641103,-0.0310695308763423,4.0,-0.0013849180608136,22.068927491168264,17.5716899295729,-0.1949030883728005,-0.1867254980578936,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0008549456747388,25.169789112425903,20.09564449759944,0.1392938040821844,0.077833873887052,0.0,-0.000599737567887,22.13873880174944,17.886863943120485,-0.0875366610273752,-0.1176220432150394,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",6.232673857020643e-07,25.403623451659435,20.47965223971796,0.1511433917028447,0.1313248278926757,3.0,-0.0192651119133944,21.07204646536609,16.521161237694745,0.1030972926343691,0.0917355109899522,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.033622233803655e-06,24.374257926414177,19.803633882310653,0.1455524261957304,0.1141760920194546,1.0,-5.946136925039092e-05,24.50051628120627,18.902629288074586,0.0021586147814077,0.0297293600237991,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-3.2481360695557626e-05,25.096906750140164,20.19202404900076,0.0924220916732037,0.039827834722048,2.0,-0.0018430932591766,22.928750784502576,18.299505823901576,0.1343756970529842,0.1468006429102366,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0021596006249859,22.28315339498504,17.486426344056063,-0.0795543285709983,-0.0327708054162483,1.0,-0.101526148338191,31.23364328694813,25.770789165496826,7.209599382532877e-05,-0.0032584743796224,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006847605664277,22.99836877506905,18.341747059577067,-0.1865836538182156,-0.1802541618373914,3.0,-0.0097676035470097,27.565284240558352,22.846784004285503,0.0180917821551813,0.0586923811964976,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-2.5195699449476194e-05,24.67326111742489,20.06243677069671,-0.0535020384473336,-0.0270355093910688,4.0,-0.0290391235020952,23.561551073919723,17.605849923854922,0.0848974758666188,0.1020123855857032,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.005253427363796,23.790774587445604,18.94323424468169,0.0255820300205123,0.0692937508846294,0.0,-0.0654383580104485,26.62153163035785,20.404898568379508,0.1753473829362848,0.207056162654166,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0034209829184927,24.53413748930014,19.30939003537736,0.0896214926789067,0.0251337354744606,0.0,-0.0001028036322425,24.105758226824523,20.006062955751528,-0.0820897607312969,-0.0446213803423432,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000678165450487,24.389301265113296,19.40176579735496,0.1402488722459319,0.1586882705050395,4.0,-0.0023971378141434,24.49699139125655,19.816898782149607,0.0026321127428983,-0.0061400300082618,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.005240061631146,22.82496200991457,17.865516475250367,0.1083804375831074,0.057048662242157,3.0,-0.0563278129320248,28.775815586525937,23.290303749005822,-0.0607153330413758,-0.105856192752677,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.151391442855143e-05,23.825280779834973,19.123514096305826,0.1143017458452689,0.1013951117352676,1.0,-0.0207115003247249,26.241012664306048,20.662141919304343,-0.0056101529375011,-0.0024917673970271,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000380031629888,23.63186467354977,18.880229058231865,0.1786962171248418,0.1467642796402258,2.0,-0.0333089929550862,27.31858404717704,21.64025563008077,-0.0167797141500629,-0.0463128898321072,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-2.376497789047249e-05,24.6908376349404,20.076041098458425,0.2136049877805867,0.1941069189481003,0.0,-0.0145388153792322,23.378574345089387,17.416468708640654,-0.0984333919606299,-0.0426253263925871,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0007455547235022,23.551915091692774,18.63659894407008,0.0610596502671289,0.0087269962104781,1.0,-0.0414657226895645,27.606453766988103,22.405981604003905,-0.0675723775134477,-0.0626613654645749,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0005482749771905,23.341625511602263,18.505422937250646,-0.1064686632179409,-0.0931141545646042,3.0,-0.0001828565198083,28.05319697023068,23.44171420084636,-0.1233356813926478,-0.0565007112375533,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.001908284162112,24.98569809800585,19.90015032843824,0.1000765376080503,0.0713481393593153,2.0,-0.0775599247982128,23.12022051200701,17.865293964763264,0.189625871265565,0.1900332860911675,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0007165502077191,25.602649582615246,21.029591956244573,0.1737211885422726,0.1927278508081457,4.0,-0.2190346316597298,20.91170075363637,16.987412205186,0.0900089119246253,0.1021279406018278,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-4.700349990782726e-06,22.916358302885907,18.18846378311573,0.2128920242346955,0.1913400519681378,4.0,-0.0180001840880059,27.98266497978513,22.81535627885298,0.0716328122490295,0.0569822417511745,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001462909708023,25.89507992204365,20.95806123906916,0.0820990365994946,0.0498982804202549,3.0,-0.0705796758752119,19.618124171115827,16.27977559296981,0.0822752418322205,0.0696119612101605,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",5.018050454941303e-06,25.52670164008629,20.44990888306139,0.0923976539919856,0.0763981333513289,2.0,-0.1466959046112765,21.606395583424884,18.61859834459093,0.0418154945275111,0.0267910152405215,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0002037353315599,25.36866036937218,20.75293067027905,0.3142362164335143,0.3279039985661879,1.0,-0.084545628215102,21.23390326299753,16.71070578996525,0.0371845591791298,0.1553375159205622,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0006815465591984,24.473199589018915,19.4600858561198,0.1545622482397845,0.1409198768835844,0.0,-0.0567810059128708,24.40791714729093,19.32098056202204,-0.0055703252801446,-0.0108651911468812,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0070829607343474,23.51239840366505,18.2713430497453,-0.0152461338407584,-0.0365082637720382,0.0,-4.6623637574461085e-05,26.77564703219646,22.6086715273513,-0.442076400411774,-0.3926845468539796,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0055565559950179,24.61956106665055,19.10335651454641,-0.1167915699926478,-0.1376928260983398,4.0,-0.0488818029266744,24.341158603165457,20.15740198655562,-0.2640524818127321,-0.2656181892656611,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0005234604716677,25.13443713655712,20.099811496284065,0.097773065003592,0.0352332700871952,1.0,-0.0038747015527267,22.484428621718603,18.33546553368662,-0.0980088114641832,-0.0338849354109531,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0018310396336174,25.833874599413853,20.57820917084461,-0.0466772564439335,-0.0523671118710434,2.0,-0.0812810049156216,20.473298729636515,17.553952865600582,-0.0541746866298084,-0.1355865114797064,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0055271102895773,24.733967132606484,19.47733309948306,-0.1138471361260874,-0.0900475758662289,3.0,-0.0054572882205043,23.757628118011965,19.26830548158626,-0.225346248004909,-0.23247748048444,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0079812822001879,23.18719851129148,18.081085106380403,0.0088841497946899,-0.00177185539615,3.0,-0.0005231247744816,27.2988782945826,22.70954720570491,-0.122815275693125,-0.0213840482361512,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.377937974304636e-05,25.10116179833085,20.04497469878615,0.0247652523903239,-0.0113474953071933,1.0,-0.0767915908481475,21.498054702284644,18.5071884370186,0.0008199062446941,-0.0228141664953235,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001665915223212,25.13217709502645,20.029894351754137,0.1659485799542546,0.1425288526273703,2.0,-0.1194147035480439,21.73868457377468,18.885586103959515,-0.1895583443416356,-0.2001840545137168,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002099185166106,25.379748505478016,20.388585915769585,0.1112616397102063,0.0738661582101602,0.0,-0.0060008154233153,21.7141214648575,17.243054317898217,0.2394083279988995,0.2158364174121552,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0031921378014867,25.7108611564806,20.49841406940964,0.1342695143380096,0.1157763012862386,4.0,-0.1081904082999913,20.15098551460272,17.24971479646452,-0.1249931928606962,-0.138888344813141,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",7.879509509312044e-05,22.30240549708679,17.73442835241332,0.1438539844448523,0.1533253878674764,1.0,-0.061714450371672,29.975309068688404,24.40093659294976,0.204551784444012,0.2030711736905444,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0008866422372517,25.55304899690404,20.473768127565464,0.1274210028696294,0.1500743618784016,3.0,-0.0057554566237905,21.61422722707396,17.6190338231867,0.1282647139692461,0.0784982011955963,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-1.230601061541492e-05,24.512454561480656,19.4602902360396,0.0107857781718353,-0.034209368478496,2.0,-0.0162750843695986,24.20511620824839,19.569472568845285,-0.2287434918841024,-0.2366585759771951,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0058371454303585,24.31881575848093,19.08362217575757,0.1454614081650029,0.1275064208856169,4.0,-0.1437004585320442,25.73500114987805,20.04878725572066,0.0410580580993228,0.0331268409307256,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.005793122297937,24.4559341764589,19.258917196266445,0.07428070289514,0.0523905679972825,0.0,-0.0321709847128057,24.75083243142739,19.673788321583544,0.038421130960003,-0.0029883326817172,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",5.88506732013272e-07,25.316124333674523,20.30644966533166,0.0545632946095244,0.04009435184793,2.0,-0.0014140573702132,21.667553642445696,17.51204286291244,-0.0164648800142328,-0.0510384342625218,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-4.820324611687354e-06,25.126092478807497,20.281761664783257,0.2467872646631937,0.2283263382139015,3.0,-0.0537999741782704,22.026544387292432,18.05741235097249,0.0910688004808004,0.0162119196565238,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0006485285852535,24.105323948503628,19.402909703892984,0.3141231620867003,0.3334658802554552,1.0,-0.0051671637301227,25.13461308078195,20.110081227620444,-0.1768607706679473,-0.0970757125719885,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0007783273203851,23.90026027747022,19.1555441038636,0.1283162860433314,0.1152941811115018,4.0,-0.060679365326322,26.07504851651333,20.056690725226154,-0.0100955580577956,-0.0119641010564028,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0015717470043792,23.552609690092574,18.391975758870444,0.2717487507549858,0.254842094488992,0.0,-0.0059343066867589,27.853805153966828,24.03467879800236,-0.1074583452657101,-0.1604763904263846,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0002268354455026,22.826256579496444,17.96424868217439,0.0320111179387054,0.0525577833165884,3.0,-0.0686254794877072,28.709132358526155,23.44410315236738,-0.0429607206224733,-0.002737927381588,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0010915615253908,24.0356482037452,19.35512596923828,-0.1108674261980037,-0.1363771552284545,4.0,-0.0174404301784349,25.26640969151539,20.36065221246684,0.2335314807581745,0.179823058787877,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0012065499392699,25.549452174184065,20.71372010725258,-0.0791953304204715,-0.0532945749152848,2.0,-0.0352361480356162,20.117574040831137,15.964146936928357,-0.1542400949090089,-0.0900522420548541,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0006005740516881,25.44786945534761,20.262131920007,0.0059776732463492,0.0297249745508836,0.0,-0.0531306292425959,21.544408305819434,17.124288217644946,0.1932385255849422,0.1587513779373938,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003241684412038,23.495313285529097,18.74876066627916,0.0291914113976933,0.0054239437488898,1.0,4.334266113348306e-06,27.365757943928468,22.37385776568063,0.2635157556629174,0.2048832142704617,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",2.5025376118037457e-06,25.09326370983511,20.353943347213857,0.1263921810355525,0.1267865509953382,2.0,-0.1308141282515227,22.575679200715616,18.54774924214681,0.3387651760920325,0.2889025191277622,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.5610802832763966e-05,23.859959826173267,18.824666276063542,0.1341215910177868,0.1060194778722894,4.0,-0.389446441541464,27.18396990999848,21.180527779715405,0.092369060759069,0.0801572992659235,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.6531836143363066e-06,24.37612294418146,19.22238996505737,0.1194223372120343,0.1019542497597257,0.0,-0.0037215364501304,24.50881475855153,20.62011610485259,0.0238159400511496,0.0289712720499667,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001462670048009,24.93068765870128,20.01288135051728,0.1067439049280126,0.1162232468364748,3.0,-0.0192883737453433,22.050152061697947,18.05856218674604,0.3150892120042916,0.2321706352051398,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0071296441108172,25.06273071054449,19.477053149013447,0.1305336061557495,0.0862666507662259,1.0,-0.0027809853355387,22.834101293810203,19.25486316956196,0.0444265630005212,0.0021246437725125,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-2.197262181824477e-05,24.857077432423115,19.63669642999822,0.0052834676061715,-0.0436348156454045,0.0,-0.0277547579604646,22.88839439204673,19.00466580237872,-0.1901239225774432,-0.2248708466286582,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",8.252465747704552e-05,25.07579520253987,20.43407769366788,0.113439238567657,0.0648835284670833,3.0,-0.010706921484838,22.999932484261784,18.16847868308043,0.0114760280296573,0.034407828680184,3.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0013075726423532,22.42914927913268,17.8790283903899,0.1468905223071498,0.1746071156995235,1.0,-0.0476443451274808,29.820555059451607,24.573719072563712,0.1479965779724615,0.1690284355718248,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0007169365639438,25.599336723333543,20.96911412915748,0.2015968622571297,0.168452373808139,2.0,-0.0074387466629115,21.68333503653142,16.677935987389606,0.1667944006413126,0.179879546356065,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002844330897959,24.274138424002,19.435981906077902,-0.0452670700163684,-0.0230933920272581,4.0,-0.000803894810065,25.182933575894864,20.754078031053734,-0.0728412101590422,-0.045339366515837,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.277841312237072e-06,24.505550374104928,19.73466954284441,0.2062821861408751,0.1774542247771716,4.0,-0.1017967681122626,24.350591642117983,20.26669588286301,0.0942411758945378,0.0830743714598777,4.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0016676245014217,25.892041497230807,20.622064192304727,0.1166726616631892,0.1144287551040989,0.0,-9.056281701669278e-06,20.68725713654044,16.991947839019492,0.1628532648364894,0.1717343256167311,0.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0023582543722606,23.73415848927153,18.88759833104107,0.2107861791846393,0.2293346624927738,1.0,-0.010968871371632,25.937163508834903,21.285189259847005,0.2889359584678958,0.3189457209496052,1.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0029182923936639,23.71395747390584,18.56177506356869,0.0081204294702446,-0.040215965803565,2.0,-0.1651873519077946,27.246410671385306,21.54197315761021,0.1521970523240964,0.1180052009265458,2.0
nucleobase,siRNA3,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.0090348380620284e-05,25.85769101929294,21.00441619698328,0.0999931495931353,0.0805098120479611,3.0,-0.0144181470603275,19.8295950861764,15.958604252592046,0.1348982694065842,0.1602294779351847,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-3.170808381547374e-05,25.053834164879856,20.30340076952425,-0.0178538152646584,-0.0184770560492916,1.0,-0.0876798159185283,22.11822429566489,18.041189115449985,-0.129020489949326,-0.0496513104274601,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0012935059887753,24.79301481807748,19.913184397453005,0.1325824816326314,0.2432314779703533,0.0,-0.0957867508339025,23.47651695665052,20.113822695575184,0.0290672620121157,0.0351515667892364,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0007226050163469,23.995519767425726,19.513512899901464,-0.0816768224952581,-0.1160453502353107,3.0,-0.0211999589316584,25.7975642682999,19.71314500253412,-0.1400517533160835,-0.1163446035097009,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001863727289428,23.672241073702352,19.07208932090404,-0.0617377624385519,-0.102466303785377,4.0,-0.0429279250977632,26.968036319427533,21.02283129010882,-0.2010547068931026,-0.2075544864211163,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",3.714437760582445e-05,24.60633922442408,19.95650337852508,0.3036511789048602,0.3480013138327303,2.0,-9.557889692857202e-05,23.90151496394976,18.68387015333453,-0.1102095883051026,-0.0770778933752669,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.2239781583e-05,25.44328066343985,20.7257905624852,0.1593268689767818,0.217709998074996,0.0,-0.0195147636818775,21.183491744492915,16.710353479800016,0.232554418392664,0.2543437613858425,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0028609043010277,23.96368506963102,19.10456785970659,-0.0535375464070518,-0.0483619118262898,1.0,-0.0349593418362621,25.70450953023978,21.201702019084586,-0.3934759260342633,-0.325330615774255,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005533354155569,25.632199179763248,20.9586119596226,0.1053110295728721,0.1482199548875752,3.0,-0.0368827639910989,21.08029645696803,16.546331945681104,0.221387284511329,0.1654782037184922,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002797931512257,23.598121711819463,18.87578442955705,0.254229357526602,0.2738456297219446,2.0,-0.001831763332349,27.0435062087536,22.094079267284545,-0.204822613679041,-0.1874250661623217,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0008135661076464,24.510683838779613,19.524602071747527,-0.0149465241827771,-0.0772005768452339,4.0,-0.0201353551098355,24.26362063375154,19.248880913917056,-0.4671694870775364,-0.4605686666960371,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0023891903801709,23.095959229450987,18.53476559720518,-0.0946838793016634,-0.0820267027197339,1.0,-0.0065820627065527,28.07425558807394,23.03737568471624,0.0626102789506156,0.0716085496496719,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0002356329524293,25.226396151218008,20.496766329523343,0.0392972096575557,0.0652160461940927,2.0,-0.0631622704578169,21.80799626654415,17.44286157954823,0.1275527723521337,0.2748554748107665,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.002111148191245,24.641916637224305,19.868382555891102,0.0175089649718249,0.0085428181897985,0.0,-0.0255510830472354,23.782286810810632,18.793316969438035,-0.2738159173336602,-0.2275140619522314,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0003338213433348,24.206868324202745,19.44478087675487,-0.0222008349698801,-0.0209415615905491,4.0,-0.0080061298783595,25.207627734954578,20.7251739687533,0.2339154414611913,0.2136557842027044,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0025071642267748,24.69458179345909,20.071463257176283,0.0629330998096838,0.1319114713931824,3.0,-0.0010504177446515,23.595120877193946,18.79147751731435,0.375749321456969,0.3497956449863394,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0027556792425773,25.393875204209355,20.863969578388307,-0.0951859606322062,-0.1628568362215222,2.0,-0.0228974890569846,22.433334836978656,17.87142602485523,-0.2061347059032826,-0.1648312481642609,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001457058165721,24.48903522790842,19.536799544411146,0.0668157474144616,0.0923295423150477,3.0,-0.0348532231592326,24.32475499110116,19.21955924907484,0.1165465556470534,0.0717680579597344,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004116053276237,23.9897254046554,19.3617425939605,0.1827011744965664,0.1642852644540904,4.0,-0.0776929217911763,25.78035350888109,19.44179618386661,-0.0800334783208289,-0.040622340592419,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002915760678219,24.01665181854213,19.358063085673088,0.120584269371945,0.1622461296053584,0.0,-0.0522454446087652,25.94348724664085,19.709594732356987,0.2815112931944723,0.2194672175431835,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001175099437575,25.39710096466309,20.2654051352761,0.1413934403395254,0.1652916016361434,1.0,-0.0664121839090314,20.781770352861248,17.927611752733775,-0.0801568819574558,-0.0784841869369273,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0008875031327473,22.647777910700977,17.85907554335267,-0.0215208686642849,0.0240387510535723,4.0,-0.0589019205643328,28.85159083182737,23.926936007560567,-0.1185227413940954,-0.1946875801822506,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",7.405610312427591e-06,25.12035465185014,20.089421407875896,0.1148608807726955,0.0806838217809755,0.0,-0.0022830718491835,22.90278129985744,18.755206538054907,-0.1395184337917345,-0.0761557115434428,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003862444277169,23.65253551814469,18.91512054200192,-0.0102178913527521,-0.0694633953906125,1.0,-0.0737068477394147,26.47822324209081,20.499408952985497,0.1164141785031695,0.1100118964094749,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006600372080067,24.191943776672563,19.09378100002513,0.0382321563381743,0.0831873581684145,3.0,-0.0614609979056814,25.156673663564703,20.78262813386463,0.0255215873186132,0.0550279442762693,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0006402283623392,24.83302822658305,20.026782020056626,-0.076063961634735,-0.0675460387752955,2.0,-0.1239362819896041,22.78805509836275,18.665039204636667,0.0701986244451592,0.0955826205031248,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001028168297503,23.41342563483112,18.36760994580933,0.3706533574638672,0.3330435382338512,2.0,-0.012538200817342,26.83527084274075,23.105819190439554,-0.3370845859344037,-0.3205415236108377,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.359053263154223e-06,24.516390235099124,19.47154948758003,0.1679450076386556,0.2034533861223333,4.0,-0.0080136840633979,24.10051609648594,20.28585548909505,0.1745746449838705,0.1338223560633197,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-2.1396900022896403e-05,26.00211450305203,21.28713518172044,0.0718283396947954,0.1406488630171113,1.0,-0.0365377930777854,19.50654796520885,15.488349533081054,0.1184282011894095,0.1070960970280225,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0009231101964017,24.96515510933684,19.90127438418516,0.1555952299697727,0.2469054312416689,0.0,-0.0461519934303471,21.97657162496568,18.54889127458845,0.0241711865378268,0.0120738077489193,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002787277770324,24.432960555320207,19.19841232045492,0.0583449348209326,0.1512318973530159,3.0,-0.0053764745827868,24.392265448234465,20.12775533610377,0.3712951894369127,0.3831747144963492,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0019666432202327,25.654285430724183,20.758648679945207,0.0144098030758203,0.0037595572178939,3.0,-0.0711913351510029,20.44698230989649,17.356859769599385,-0.0064436457660916,-0.0294736444872683,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0007432102133939,24.688655796230567,19.774270684984,0.1822160585004865,0.2073802203168465,4.0,-0.0115636388499156,23.70631853404223,19.27778095832237,-0.1217968425117769,-0.0296705670856204,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0004196359880612,24.689811896049584,20.03064218867292,0.0072549356199329,-0.0439077115574652,2.0,-0.001231449235955,23.338721194636147,18.3386555033366,0.0413858306542824,0.0768152947961804,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0023904414023174,23.32743435128292,18.9231878391843,-0.2474805540454967,-0.2467492688487539,0.0,-0.0003510148301966,27.63441994278806,22.331620154885687,0.1279402338839263,0.085021766011175,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-3.901795243721473e-05,23.41868696956221,18.477816132694844,0.3194725872490176,0.2823103493519054,1.0,-0.032532821884581,26.70989278477667,22.97867991937656,-0.3747830262790635,-0.346343183792784,1.0
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nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0067971633739776,23.397545718579988,18.175736557491245,-0.2195487893378119,-0.1839494959448138,3.0,-0.0106622315251165,26.70867707529636,22.81922370177049,0.2020052893893166,0.1511733357538167,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0001125393737098,25.05542599345512,20.038429668991142,-0.1092106122866862,-0.1306241846680757,0.0,-0.1087000396132751,22.274559137908792,19.22826231558112,0.0617970508693821,0.0601638286781258,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002238265573757,24.91375719403311,20.034393541149623,0.061283526822909,0.1063125280143583,4.0,-0.0049823039002498,22.875017416913348,18.68028510369195,-0.0123783495701587,0.0111374066247113,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0003366011053469,24.39572846269872,19.368326233611707,0.0481992515406274,-0.0401262075996767,1.0,-0.0002572815341999,24.434328762015845,20.11349063752827,-0.2240351187785982,-0.1975804617318611,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.4130641878384864e-05,25.00784924143549,20.310196686339893,0.1098912670692138,0.1192337311434533,4.0,-0.0519801769004741,22.22367714519016,17.699707504663714,-0.2021662875806176,-0.2080556436427308,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0004298593039995,24.27556893645796,19.62307385771917,0.329605344271293,0.3529175373613334,0.0,-0.0138983530746692,24.82777211278409,19.861079157212203,0.0936334857652233,0.1106312292358804,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.000192952317221,24.180621105026788,19.51094437592221,0.113386560007391,0.1269697391337001,1.0,-0.0006290437733755,25.15305269091777,19.672687973394627,0.0292077372106873,0.0326325358356867,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005221319385191,24.332451789618723,19.3454161306528,0.129418175601845,0.2300364835728727,2.0,-0.0522803521819796,24.703917362656064,20.93768439970821,-0.0390777939716486,0.0201145052257801,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0014944762953372,25.43406797755153,20.427213268656978,0.1703495954077123,0.2457059672284129,3.0,-0.095623378804218,21.776107359794537,18.13339017997668,-0.0342637215690197,0.0511971444292273,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0006606709941969,24.42018634483868,19.572373901264434,0.0627319386752539,0.105679897862834,1.0,-0.0212229777623575,24.32457496126803,19.75480783494853,0.3480948068393105,0.2680674479090563,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-3.178571226158944e-05,25.2482966523944,20.68732472405067,0.0691954948392377,0.1338775288657555,0.0,-0.0161918086156813,21.988670380229404,16.95394872347514,0.3333545271768237,0.2712443790313282,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.000207290246704,25.24360594534556,20.30067860031128,0.0506205749915646,0.0507405373137619,2.0,-0.0093967175656173,21.085201439877576,16.61960492585835,-0.1117207879699518,-0.1665572965062578,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",2.6799820661560503e-06,23.49117630219857,18.7660179794536,0.1848673979132068,0.2061560888054307,4.0,-0.0008363045310739,27.15343391618182,22.22120488121396,0.0301894032691398,-0.0453691750974306,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003155210502241,25.3961102069447,20.502095088230742,-0.107827487284688,-0.1592081470608657,3.0,-0.0022415417751642,21.40276268124241,17.052429041761034,-0.2871352111314481,-0.2361105090525525,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.001446092192967,25.00535506953026,19.99820041154204,-0.0166183010661868,-0.0312519144830357,3.0,-0.0189514468600604,22.215833692650545,17.41442250162761,-0.133151917607876,-0.1104582522880531,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0008918601858767,22.349012278418524,17.461171484672175,-0.1584582505379748,-0.1474590018183663,4.0,-0.1156176607455292,30.306428140982288,25.006783541561514,-0.0528111449212893,-0.1164389741486542,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003190421253549,23.214144637521084,18.641206170284388,0.2025530983133554,0.215473810543989,2.0,-0.0031021556648787,27.571569990770097,22.029129369984503,0.02541587084784,0.0576654070610053,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0008793422461608,23.42497854570944,18.79036388516426,0.2969784757108167,0.3053229077478071,1.0,-0.0001925784423437,26.76051661537276,21.483016766357423,-0.1871404018085687,-0.1117991923067048,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.005250240844663,23.79331548784852,18.771290478764747,0.1303630078876532,0.1285868674314758,0.0,-0.0003703414152036,25.76879684062347,21.060941299575944,-0.32618864906359,-0.2622447288508562,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0050504291380191,25.81776903836527,20.7208144731664,-0.1145033962647432,-0.1010321586183914,1.0,-7.5912994921267796e-06,19.67751022556641,15.598886406638409,-0.0345979425908712,-0.0114913682654431,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.001083060232988,24.62728129098469,19.938852087492435,0.1640961724684895,0.166763414905934,4.0,-7.608551602467095e-05,23.71875622526079,18.88437615069221,-0.2020946061466632,-0.2161921838612076,4.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0001025928423059,24.991575635338634,20.07839169942145,0.1169783719789366,0.1400807559896986,2.0,-0.2028517761212027,22.994228318502536,19.78234449678309,0.2460497662981287,0.1527382168019519,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0010270426074383,25.06403643901858,20.05707268373809,0.2078191849828533,0.2141720113305877,0.0,-0.0391057520459807,22.31793617491447,19.12939267600455,0.0510418410455508,0.0130933075022584,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0016520358816694,23.822165559832687,19.21403771875604,0.1244803733976384,0.1317929653520524,3.0,-0.1094723243240549,26.62209821824212,20.5751670356646,0.1230343218178616,0.1150054764512596,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.6091544597696128e-05,22.682679210277502,18.049070223207828,0.240010609848654,0.2395831777402225,2.0,-0.0010668611981865,29.16511912003785,24.28263179690339,0.0724481505016932,0.0832586442756734,2.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.768354126181372e-05,24.902990864522778,19.78680156034582,0.2252739418111843,0.2100268946620059,3.0,-0.0005074940608951,22.715853676035987,18.98420227414086,0.1230003016590695,0.2272966600996915,3.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005443260975841,24.58193077848341,19.246774516157668,0.1212693056428162,0.1319859482701382,0.0,-0.0301435676510304,23.967905257505755,20.16001598405249,-0.0879242919906433,-0.0318333239554604,0.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001224978863147,24.563310251801912,19.556654404688924,0.1600594112567804,0.2024150529105257,1.0,-8.912446097641968e-05,23.868504313110897,19.63309890188821,0.0535914535728284,0.0505771145910546,1.0
nucleobase,siRNA3,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.4228288186822766e-06,25.166975970378203,20.374355559068565,0.1187028845628589,0.1498444123017863,4.0,-0.0826673389914627,21.940795096050323,17.941844391595748,0.0216443696462597,0.0173949141914746,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",7.341495070123383e-05,32.699407323394766,28.09466449763972,0.4478942035092437,0.4540210313499072,4.0,-0.0090757427968957,30.75997537354501,26.45101881617955,0.2718450243891194,0.3118188826638813,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003293497288601,31.99814415708325,27.11739523395193,0.2058551445218722,0.2132585351172658,0.0,-0.0471137967878867,33.08270976150738,28.16856713889097,0.3355439396743159,0.3443172775708293,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003160871716492,32.22900482040956,27.871902788381504,0.3077371707811743,0.3082097041243593,2.0,-0.0150436238562998,32.09980401525149,27.510573598599155,-0.1516812159763516,-0.1823022292379548,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0013663765054512,33.199878592355816,28.850306279117888,0.2738767085063056,0.2619686564282896,1.0,-0.085843511749847,29.484539507186508,25.66250217983616,0.0418228497397739,0.0069125004409359,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001282628065801,32.17919178533153,27.701273770814083,0.2575912171733772,0.2282973701288514,3.0,-0.0893880350262508,32.624023199417216,28.912428669698755,0.1660556023051628,0.1812284258366776,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.578716942018943e-05,32.35165609725858,27.576610787805112,-0.2531082701163469,-0.218980780592741,0.0,-0.0159805310580403,31.69468106148176,27.0092434491691,-0.19473255034492,-0.140567561425385,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001833451357022,33.175192426595444,28.80380191409264,0.2521517984306615,0.2480947418191612,1.0,-0.1547349466892644,30.22273254446708,26.51677133608672,0.096693975267267,0.0681830061038701,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0050848534849128,30.609476825147844,26.10212887092347,0.0502622863586559,0.0295434915175458,2.0,-0.3515967652455662,39.15227095691677,33.61015671820036,0.0366669386961873,0.0260125792705766,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006674554443264,32.01032098489724,27.62425493570576,-0.3224316970535639,-0.3193164906307042,3.0,-0.0195913960073887,32.75529458084196,28.36168734863006,0.0014292621076659,0.0157453884914565,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0017285400740605,31.87840459921813,27.596840786834,0.2771993305500676,0.2461628099486849,4.0,-0.0378262356752341,33.041809983252456,27.12571207746671,0.1645734995955533,0.1847811857407812,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0001091433202371,32.56630627844383,28.068327170524466,0.2547944766735032,0.2463136859747059,4.0,-0.5074583546510891,31.94959327606044,28.88732259892366,0.1226073414197927,0.1166811335954985,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0002435305254075,30.55373152374176,25.41358369676686,0.0261307049052056,0.0231448419596985,3.0,-0.2896701677414501,37.59287421130719,31.51840661132537,-0.0100188905681358,-0.0514696766740648,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1724683993292729,29.51094478236584,24.7364963452688,0.4231408145368284,0.4142356848119757,0.0,0.0617662312896382,30.28521485784819,24.99920471725845,0.2560057116904385,0.3682311658842032,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.000516691186122,33.083418722090464,28.577100810271435,0.0079277763656452,-0.0117734265616814,1.0,-0.0178848984633539,30.103929544079072,25.68868304647089,0.1624744956989229,0.2287620624090842,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0002047664559803,32.42749290883681,27.26979106168908,0.287516380343799,0.2238681270366382,2.0,-0.0860807433773773,31.92398534768346,27.01861213948724,0.2473300225585193,0.2712824851352192,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.7801045013587924e-05,31.72661383989458,27.175208035077343,0.3246986004601253,0.2758771713766395,1.0,-0.0670918668968381,33.539505124816074,27.63344722124852,0.2804617662229312,0.2917226372018794,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0007015441587401,32.36340750023917,27.89900589024819,-0.2765857829294409,-0.2554218565794954,4.0,-0.0653177101765996,32.136187787001006,28.347043569159823,0.0085879072270799,0.0188825337987799,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001489094156637,31.73856022971861,27.07405857493492,0.3136124702265112,0.3040028840585354,2.0,-0.0202349780892023,33.5865797016198,28.748194575805805,0.2927395347091717,0.2659562554745808,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-6.563546345050852e-05,32.644483124436334,28.052607652463447,0.2816794839919735,0.2295016905983848,0.0,-0.0112144744481954,30.92732349134119,26.84009715950093,0.3233238595150195,0.3886983631563744,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3752444204581694,25.72156340215643,20.541312670682576,0.6129934594847701,0.5204607182569794,3.0,-0.0605488902611865,31.37884360138561,24.61776434624624,0.3112750370548804,0.3898866451503255,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0005892689975253,33.48976206001822,29.115756367807883,0.3298941232747053,0.3442936543585667,2.0,-0.1966053436174477,29.1125030362913,25.669497321913862,0.0350994391241912,0.0686668973453513,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-9.449582129450462e-06,32.569471439784,27.866218225260585,0.4238624215302096,0.4199477461150557,1.0,-0.0055214795480962,31.193722232194908,26.44980022365668,0.2208403481522871,0.2226867945262338,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002107235732027,32.81242243439766,28.26751358350589,0.3209271153911147,0.3133051340702816,4.0,-0.1478560611347352,30.13938237831401,26.494145714194048,0.1540636436659232,0.1136548243255705,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0014650347498292,32.531070107626604,27.69104922544677,-0.1913400821914305,-0.1649116068588917,3.0,-0.0181987923845066,31.19539700112215,26.08871730749956,-0.2010673598735665,-0.1790711142302158,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0010007392368294,31.316604105539582,26.503140782258946,0.3015340341528537,0.3254733299287625,0.0,-0.1766615295924616,36.44235056128805,29.915484772975145,0.2803283320782231,0.268648359636731,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0007887188093165,33.28287358429227,29.0072736476044,0.1641357008337567,0.1713750408392613,2.0,-0.2835813577128243,29.568415758189925,25.94944668030136,0.1106250159385414,0.213160108716044,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0035696982608199,32.17904005571026,28.025105381317243,0.253091404203024,0.2371172039031977,1.0,-0.389638820146519,34.3483384109836,30.76548616577073,-0.0783262749906678,-0.0056368783656071,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0052371837840536,32.46974947742347,28.075130412768623,-0.212346743060201,-0.2354932339816032,0.0,-0.0019450882903755,31.2340980294862,26.74081631977355,0.1127556045632612,0.0076464168141612,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002371569780614,33.80835460928496,29.40671120417325,0.3118198022475128,0.3184010704533664,3.0,-0.044202796770433,27.57203600351856,23.707791295272,0.0472235430750947,0.0491542277758404,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0025154573955643,30.95106176986016,26.51981997623319,0.2308802725095752,0.211797124858299,4.0,-0.0544650274867828,35.02618846334651,29.557083599637515,0.1973381623594397,0.1972429283842209,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0050339395668221,32.24111450528451,27.503360095035884,0.3940240834688775,0.4371907772458698,3.0,-0.0137376462662197,31.441986942529667,27.092087503587333,0.5111790168660044,0.5727909836841959,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0013948854832066,30.478694837245648,25.06277360487415,0.1159714483323127,0.1256212972275052,2.0,-0.3191109253709971,37.42317825625776,30.91253637707624,0.2725919345787618,0.2850681862864559,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0010206413672144,31.70622488400865,27.266463932330748,0.2288635906908493,0.2380600239801552,4.0,0.0001290952994548,34.380451235860846,29.69331184791664,0.4892155902861492,0.477490245773786,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2412094280868316,27.969392524097213,22.738195144778107,0.5402822284602415,0.5620338405321457,1.0,-0.1837224311442384,34.59953327163085,27.78297161443743,0.268243172100093,0.3904785756899308,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2684317346785849,26.120090280166725,20.77830554185053,0.5289741310201308,0.5206961466294293,0.0,-0.1422839383740246,37.12498688243993,29.98059792221602,0.1973154295130713,0.3165065826805062,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0050017287493631,32.69632726270153,28.19705568353841,0.4182833519289922,0.4069036011852306,2.0,-0.0016857807763499,30.87129189288685,26.9353273298098,0.3107497805237518,0.3312396755111484,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0007653848187021,33.14064596802863,28.63368265925026,0.4304088902099935,0.4211341038730957,3.0,-0.0014845393039806,29.286284179811688,25.074689943447865,0.3261175746103529,0.3302766149850214,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0032366627505016,32.61117415847105,28.03716302112512,0.2235686376931785,0.242146337631592,1.0,-0.0163155833313222,30.608144162672986,26.252771495894084,0.0507285858593538,0.0105918982071659,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0006030543862052,32.73880422191776,28.5789801677986,0.4096635244576411,0.3994513132966502,4.0,-0.020785259458669,30.52666705485252,25.46815662168468,0.2618197433876554,0.2416359257310654,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0013586345655247,31.531453591423773,27.024543577912205,0.1120260426486456,0.0977600939353877,0.0,-0.0002949490798473,33.17932648867065,28.61353840259203,0.1522170710215264,0.169794066933283,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-1.3747466868663238e-05,32.028751507012934,27.31641899842008,-0.0357120478338634,-0.0223405572826408,0.0,-0.0392744731326544,32.767209151448945,27.697240830336327,0.0042814221166673,-0.0084173177914248,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0018316585524051,32.45081014821284,27.91643565447863,0.4836760575889328,0.5258052802168627,3.0,-0.0774073377354229,31.48214891497533,27.51233005069664,0.2234634573605466,0.2906488983224403,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-8.168851703937996e-05,30.65240298411338,26.09895215259445,-0.1027247669761171,-0.1062864933995306,2.0,-0.0356487562821883,37.20387929940269,31.71593084332064,-0.3684940854298654,-0.3773728877836015,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0032954290279807,32.11836172727674,27.372771107695392,0.3559643785217382,0.3485759729609302,4.0,-0.0118489409519806,32.33598299503937,27.779384832850905,0.1349013279597049,0.1839303347938423,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0005943882882246,32.08252043344642,27.75059220889161,0.3335810444905002,0.3022297461099383,1.0,-0.0011345713590209,32.452019333471306,27.45060168363017,0.0101375371886598,-0.0093570072421191,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002415985059722,32.48327463060684,27.884955331816126,0.1996561886066479,0.1715801435441412,0.0,-0.0625970232578805,31.410893959626964,27.879312664336634,0.2953910556765098,0.2164491771569735,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001498138121496,31.828427960976427,27.543407142919527,0.2752470063925641,0.2764538318692998,4.0,-0.0138174375798063,33.61121593344896,28.4030929921696,-0.0224066048368591,-0.070247838926019,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0009931408028658,33.34408827744317,28.93207723614881,-0.1002372387888967,-0.0912435022480943,1.0,-0.2704481719187814,30.46423734202439,27.21816494738195,-0.048367028783824,-0.1103887772789006,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0008947559355096,32.679999937115554,28.32697762250925,0.2418163677116631,0.249943412787788,2.0,-0.0594091994668013,30.88404845211087,26.7220141911109,0.2247512719610978,0.1440463080660205,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0027493377225549,32.2072266821975,27.89045891697576,0.3053294437044823,0.2991086879767051,3.0,-0.2669932044419605,33.66677748825929,30.31719304799952,0.1265271187750762,0.1821729690251653,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0013695183974273,32.11660103303835,27.427210290084965,0.2931342077162104,0.2886100071859379,3.0,-0.0001091013515976,32.34535729098051,27.47203501054964,0.2487318003539773,0.2704363559549218,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1933812977646415,28.40307248426409,24.22311070156404,0.4616806271560424,0.483314906941007,0.0,0.0619214880989993,32.133523058808805,27.399044320066825,0.359539974094376,0.4319722161390095,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0001192988467237,32.08178086825862,27.557613517118657,0.3728176560512261,0.3628555233734154,2.0,-0.0046197648531596,32.46300139026556,27.02030613660652,0.0465408377243938,0.0476747616795283,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1531752725569607,28.39021518320262,22.359050812098133,0.4330340353647808,0.4724745863343581,4.0,-0.3766225835125949,39.65828875673679,32.111658138439935,0.2931991018225643,0.4327844828539961,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0036945762611122,31.368398432184545,26.298125354016594,0.3066479488242171,0.3151093861902433,1.0,-0.097026740056975,35.63561961243777,29.813786396450563,0.242965826449148,0.2051202051644375,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002222536989882,31.72125990320634,27.135113048232707,0.2496908049682743,0.2162790292618671,3.0,9.304927663311702e-05,33.064568119527365,28.62117719449475,0.3898188122374993,0.4175871247263905,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002220753036854,32.262184259419385,27.74745255703069,0.3446959399494419,0.3564805379942662,1.0,-0.0241741223460141,31.92865866539585,27.82152584952402,0.1409047288408541,0.1398705888291763,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0002946430598189,32.41383567583948,27.596774468461646,-0.2218001257109243,-0.2429975176166955,4.0,-0.0388084918404927,31.32327922977272,26.855900819044628,-0.4133596795167075,-0.3603929063588049,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0026428024713187,32.62335414365032,27.94434469880229,0.3123174454578711,0.3352440610806719,0.0,-0.0061343160023101,30.78875132053125,26.76167827686552,0.3761844765013546,0.3086367744647764,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0015777067476878,32.103124357414764,27.749979962590988,0.2552566942360444,0.2470091443823716,2.0,-0.1519238659843829,33.33298031776224,29.77625998987361,-0.0278443243711188,-0.128338091821068,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0001609495245398,33.348752222363736,28.90407482191053,0.3208576001783532,0.3211990655426744,0.0,-0.1102906045478702,29.06798836653289,25.167520398185594,0.0162165995342017,-0.0041111834450809,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-2.319224960367628e-05,32.539908217141665,28.024948367796625,0.2351170308139094,0.2102387995362636,2.0,-0.0115538329690361,31.273545057700165,26.84965020384004,0.3010397431404706,0.2927702205573772,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-2.8211161531954687e-05,31.075742751813365,26.499413259341587,-0.1252188205776369,-0.1117152347158628,1.0,-0.0305241301899104,35.55011494050332,30.19639742507785,-0.0892784483067156,-0.0958965954585411,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-2.209271020725545e-05,32.64499123831498,28.097287800804978,0.2975777706864854,0.2982575545262976,3.0,-0.0083848697141097,30.733684422370253,26.286237674571765,0.1727530019799469,0.1455801723439829,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003159255954214,30.960383944218115,26.3940033125439,-0.2214567220534214,-0.1825827188839924,4.0,-0.0245363544905028,35.15446199712058,29.58930907194257,-0.2830461514689302,-0.2718046575090374,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003023677354139,32.02058754102159,27.01379659064803,-0.0403280649089447,-0.0029712645760987,3.0,-0.0747339388944166,33.02711193060269,28.147342160527057,-0.1163762317797439,-0.102699333580541,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0025037050469149,31.679591966860063,27.062920413372275,-0.2126585390426676,-0.1642569292857034,4.0,-0.0568381768004198,34.177999997504635,29.54845925668897,-0.1712812226295552,-0.1295188384180632,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0010086943121068,32.483946045059575,28.001315113117133,0.2369342969735949,0.217097031640099,2.0,-0.1839282261167101,32.26773487463636,29.032514342676603,0.1879443164952144,0.1869430382085518,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0019684361894514,31.3335394719069,26.622044748589087,0.27692451954107,0.2649992705268422,1.0,-0.1046757262595621,34.94355321796538,29.945918681155984,0.2466732732382659,0.2407201306220795,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0050801748876687,32.65286549144029,28.406501545727306,0.2460907856988195,0.2332608374218529,0.0,-0.1297546917212908,31.707398788061777,27.92978458409279,-0.0161016551807033,-0.0489769755222037,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1982235652980246,29.000113174006504,24.76815340369827,0.4523137347721346,0.4495766069311487,2.0,-0.0054426816001091,31.48751462684316,25.919555987753395,0.2303389320538894,0.3268544977206998,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0009710020124598,31.77139683276508,26.889509704231354,0.1921590587411947,0.2047398164409015,1.0,-0.0140997646769285,33.76107979243232,29.044151424002965,0.4479305605238965,0.4348411866918622,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0042758289693565,32.54954694961395,27.2331116732866,0.3128923477636724,0.3827607730561218,0.0,-0.0183667839759291,31.30539531489498,26.84063585655404,0.5283703029820703,0.5524653004868538,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2245921989681236,27.975922603283585,22.827578035657783,0.4740818581137186,0.4809076890974711,4.0,0.1486004641691281,30.72907833404583,24.49198742647265,0.4085430587607083,0.4053235192493373,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0012009025442136,32.46424537241327,27.71548694352701,0.0150235344366809,0.0243346524427425,3.0,-0.0468350178519798,31.29620729883976,27.556912866788103,-0.002741722404265,-0.0096899035655422,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.670943637566147e-05,31.782251499435617,27.22548803028878,-0.2650876813483064,-0.2510510095706744,0.0,-0.0174477900646847,33.44701753403451,28.05970478110088,0.0733321454856112,0.061232004392769,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003601504869714,31.844701096874893,27.34564494418769,0.4204393501475388,0.4226648118121496,4.0,-0.0840357739532728,33.56672533942869,30.00109110337784,0.3427386142249443,0.2996275104446187,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.582832721031991e-07,31.82802429134054,27.045304655275743,0.1668510038336551,0.1905384118587011,1.0,-0.0450206813391922,33.35438863839342,28.30725590844231,-0.0331671119766601,0.0275573186171911,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001024532253599,32.32308268749249,27.68209087558277,0.3187697957253464,0.2977840040960277,2.0,-0.0048764379204631,31.417159959167588,26.89489366865243,0.0204273360602942,0.0690341917478901,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0012867449896889,32.7721289048944,28.48316769123476,0.3264616306868291,0.3467621278411683,3.0,-0.0819216622547827,30.3814161322382,26.149205165440986,0.1364440119239021,0.144407765148734,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0001421011422119,31.77476219747494,27.682466350600528,0.3119498180577533,0.3021900947886823,0.0,-0.0167789249718672,33.39912917893107,27.915223808004267,0.1480375842179012,0.1339092042408922,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002571066875349,31.3440690464952,26.79089845003362,0.2355521824897578,0.2294541361406098,4.0,-0.0535542908079476,35.51873813837589,30.111948064608143,0.3878513384104287,0.3671872148318301,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0009792647463657,31.21834186023137,26.87308687021193,0.3020132184410596,0.2909826286402357,3.0,-0.005412794284995,35.56774017466008,30.35039962014261,0.2720649980281536,0.2772203432918669,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0005983394647834,31.5856874014022,27.08422271445584,0.3331685085847846,0.295207540024595,2.0,-0.0136473152651208,33.699283925420886,28.63493348088964,0.2177615480903019,0.2406153266934432,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-1.5497852589252403e-05,30.505599586142715,25.71492803240097,-0.0540346656741503,-0.0425236700675536,1.0,-0.2526985323656785,39.52409152162914,33.691654152971616,-0.197096796673729,-0.1477048228637339,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.3847247357685646e-05,33.077811889197385,28.757216648408374,0.1746138027249672,0.201333310382465,1.0,-0.3504105082840916,31.431990526704748,27.92084455751202,0.1294053877275798,0.1091757119994173,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004232865204061,33.03194963653084,28.74168209526983,-0.2400927168836996,-0.2332474397398645,4.0,-0.3610637397631799,29.784247358810266,26.12620795472907,0.0607586619801347,0.0821159457932137,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0023637523034032,33.26859682999635,28.97481518301912,0.2969113606377173,0.3029274525207742,2.0,-0.1734949448367253,30.14688869426722,26.5453921552929,-0.022031710341796,0.0093477633002065,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0029440220213743,32.42306290449354,28.138600192865205,-0.2552464293491043,-0.2537198300704538,3.0,-0.0071108048075152,31.478031131176667,26.79904102659824,0.0036458362696279,0.0491578354459666,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.5860272484876674e-05,32.06824126287528,27.416670768582648,-0.2316412318123594,-0.1910001403912744,0.0,-0.0192310555218273,32.46776040782641,28.55446200635211,-0.3046681136102235,-0.2957387927702216,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1662761045479942,28.13736596163676,24.0619937613726,0.4553463049234031,0.5101262575096926,2.0,0.0774404814323584,34.569165561360506,30.02607297907117,0.2806289659010048,0.4492955373664538,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0032472592388315,30.939708459715515,26.37511227538737,0.1110811979056313,0.1197813608275029,1.0,-0.0521544109581344,34.77913874128625,29.672762678273063,0.1552960053891786,0.1311645552341727,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-4.691063536022e-05,33.44817347420675,28.851235054529106,0.4296013219762202,0.4327206814364353,4.0,-0.005125914463949,28.90902156275117,24.95832047925115,0.1568738382480823,0.1574046827703181,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1587829282176692,28.693354588062256,24.33595160480898,0.4615222322524057,0.497719302160294,0.0,-0.0787674379741436,33.28846787449457,27.0779458643076,0.2519655242365231,0.2588363331242633,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0011985885594123,32.14094452366929,27.547380690146497,0.3848107723535161,0.3681672193896882,3.0,-0.044169883456343,32.364791315900874,26.71113796199538,0.3034693648405956,0.3089423869763506,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.078290656448161e-05,32.49305914020657,28.07697140423797,0.260836278509472,0.2581826544832289,4.0,-0.0746694513038825,31.73757332529384,27.73872871161528,0.2401354622424111,0.2048490460053497,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0080401469214728,33.347506554870144,29.241266342773336,0.1956310566203908,0.2131750056374066,0.0,-0.203840135731864,29.76238353207249,25.918541674698755,0.0429779058522877,-0.0258635600979294,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-2.912303588686882e-05,32.59005091299156,28.087042289745664,0.3321573955783437,0.3133121974969806,3.0,-0.0029746276919322,30.993260668017392,25.99402486461513,0.0682899608831703,0.1085541241993713,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-5.593190411601334e-05,32.23427803172901,27.766068409976537,0.2654177378963669,0.2454199363800223,2.0,-0.0564330068108105,32.25429210212754,28.2498511420958,0.1916035122520805,0.1889585436597156,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0009287330093465,32.01007668014763,27.43467869280901,0.2758585412679138,0.2365657650193998,1.0,-0.0831859029491071,32.76114885443788,27.18030138868335,0.1459764845074849,0.1336340597008258,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-6.51100442932151e-05,32.807815603637366,28.144310850553964,-0.2203124313016946,-0.2020199116715757,2.0,-0.099686291190093,30.59714467838838,27.35576783974429,-0.1005339141808992,-0.1697759191382972,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0010485019322135,30.540318411529213,25.907277516753567,0.2114776876349731,0.2241406853642622,1.0,-0.2059495643300226,37.83293820588115,32.01141021962933,0.3484520796169809,0.3610453010246012,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0009862537007898,32.317835773196165,27.95501431759684,-0.1987599400066959,-0.1879814536885888,0.0,-0.4633051499389191,33.22650447119201,30.091124068505287,-0.0623465256689412,-0.0023876763397721,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0042378546877415,32.28776662814936,28.00048323874724,0.3847093451950653,0.3687211214674807,3.0,-0.0127965407872945,32.21468795027656,27.873945488993733,0.4365627802994165,0.442594223262028,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0071380782634704,30.475442891324445,26.21111361191207,0.1661331203225885,0.200787921430209,4.0,-0.3482224460152745,39.713486816478,33.422651403740794,0.163867692168898,0.1718404583720193,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0009673975145714,32.962085350320066,28.49836233373,0.1881693621831707,0.1830535349646829,4.0,-0.0163668960865537,29.14451817021949,25.10514012605721,0.0269139899603358,0.0370797906388874,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",2.2922107969503003e-06,32.356172743185354,28.07304976462929,0.3184222061576911,0.3023363445737519,0.0,-0.0150784947946185,31.647697210932503,26.6301205581339,0.1072816767031965,0.0733344793947795,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003639140355593,32.691974742231835,28.22210768944518,0.2453291106894798,0.2174515224482829,1.0,-0.184464138610688,31.72118649253061,28.345249587966155,0.149490782510046,0.1700552371261108,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005649353831091,32.68930310919413,28.25454985578514,0.357611936017655,0.368742488851482,2.0,-0.002965235310739,30.96347623148648,26.443236459168496,0.1606814526580723,0.1597277157381718,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0011757201600139,31.4632479790274,27.031501893716968,-0.1768469793164218,-0.1648540213761599,3.0,-5.738625783813234e-05,34.60368180783251,30.02809850228087,-0.4109252856871089,-0.43677149252292,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2200929648852772,28.99159134085791,24.338633519864704,0.4834505739591596,0.526152638074884,2.0,0.0970026350488973,28.39757678421517,23.532974489535533,0.3317626710370034,0.3828184204687727,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2670443269247321,27.319553412785066,23.33698326572472,0.5360123265810176,0.538051914583345,4.0,-0.0220399965534912,32.84981588956097,27.97761243399271,0.1830736741666037,0.3128193284087041,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0004671945807007,31.22651759992221,26.68208114851092,0.3864858589259803,0.3811358101303126,0.0,-0.0928073357474974,35.359022043040426,29.454475280837684,0.3968191242512215,0.4092549445262525,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0076465138747214,31.857182915173485,27.694833222700726,0.1363336621167844,0.0904705173766859,1.0,-0.0104915308477344,33.424260084160025,28.050599664353506,-0.1015077855627926,-0.1637377983020089,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.001512397261987,32.027109467864825,27.076105082094188,0.3882382175223552,0.3679116169026882,3.0,-0.0088693212901287,32.4248609944246,28.581563149556253,0.4022206197438064,0.4251660429792934,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0027511896367116,31.36191756854343,27.06694069266813,0.2240997614564466,0.2340720742128782,4.0,-0.002141627122371,34.29227882598453,29.68603044528321,0.3800164795861652,0.4312740081664847,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-2.3772675934452536e-05,31.914436084447043,27.016283865070413,-0.2044884486701202,-0.1737738007950144,2.0,-0.0739984263873694,33.264895922047764,28.28054261681153,-0.2895548716947579,-0.2648399682380383,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.002007599845458,31.03770474045232,26.42923927935932,-0.2648581298190426,-0.2664059049434227,1.0,-0.1038195101019665,35.97593001556362,30.75332135078323,-0.2289118263603373,-0.2401952852195894,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-1.8469241970020533e-05,32.274176182157255,27.928837597811903,-0.306812075491031,-0.2984543350801873,0.0,-0.0502098674667805,32.07461539331586,27.63860431274998,-0.0584532274056853,-0.0140224959468323,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.409613406328397e-05,31.13726342815256,26.326826472636565,0.2257063158225938,0.2253621281355399,3.0,-0.1273840679976245,36.54397383862403,31.44492729190685,0.3819853925137347,0.3687663565236321,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.002330559854714,33.31006875004148,28.840513921947903,0.3127794967247237,0.3160223377671419,2.0,-0.0132181641849258,29.630540591093222,25.69029434315928,0.2103455125317308,0.1969641911933708,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0028789548155361,31.39243561849588,26.978755649839787,0.2060676305862047,0.2093547057433213,3.0,-0.0055018683822933,34.137646268047405,29.364256286728896,0.3900040013573911,0.4062382289803732,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0057980984277494,31.130802761030587,26.56204188835393,0.2726791426357106,0.2369707839124122,1.0,-0.0719378382708961,34.960128589081414,30.10498171378129,0.2217310038580717,0.24848992991721,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003982890675475,31.90109096158224,27.287425823020985,0.3201967511937756,0.3050852898193533,0.0,-0.021845883035009,33.09956989949663,28.196154899639428,0.218446661789119,0.2354771528775918,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.000406355664527,32.819496061001715,28.349665292976365,0.3398763343966147,0.3503801148353357,4.0,-0.0009597966789667,30.235268490741177,25.721408325189778,0.1491583777719312,0.1669898594300888,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.326023771336843e-05,32.190473855538464,27.48751250348795,0.2901709394399507,0.2705934170482327,3.0,-0.0105018015250113,32.02315924927289,27.581511258230403,0.0989719589756811,0.0883125032132206,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0011528854844173,32.784811384311986,28.573624139505423,-0.2279374403015784,-0.207575788395057,4.0,-0.1708839809092242,30.344452803155928,26.05925930999062,0.0669838307881024,0.1715978506518627,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.5976542644468022e-05,32.93019334496673,28.4268284064776,0.2411965534637535,0.2345788379865347,0.0,-0.1238338261475289,30.9628587003594,27.317273198374057,-0.0625351628615212,-0.0687366568025508,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0032580464275049,31.702779701338248,27.51641267929275,-0.2904791108046753,-0.2736002715604139,1.0,-6.397409525238373e-05,33.5875228809091,28.47953952572292,0.0371022797297731,0.1068651010543318,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.146279933052831e-05,31.836635061324618,27.228219605316543,0.2425139260663233,0.1913267148069629,2.0,-0.0004098796782676,33.00069257153284,28.57078113271849,0.2873111465278516,0.3375537675720544,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-6.571132742738683e-05,33.30718423475999,28.7994416652234,0.3474595392885721,0.3390400221879697,0.0,-0.1340116386874947,30.060727143312327,26.43794155288563,0.2527931928531656,0.1781579130346995,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0155758300341926,31.444457422404767,27.140221611505684,0.3458340506927089,0.3558852629133215,4.0,-0.0036642365433348,34.80032225879252,30.58060098341696,0.4666966105404895,0.4993720867180977,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2383569016560566,28.48046893433194,23.546929198350025,0.5155270927349473,0.534712263502809,3.0,0.0022840645440185,30.44189143030396,25.106655536515845,0.3442768959059438,0.382366828142487,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0015477429324102,32.52303241386402,28.209279131714503,0.3597448374440768,0.3937457372293543,1.0,-0.0412712019310297,31.742021643178862,27.73037359820816,0.0042762330004275,0.0021512518407088,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1729238608132827,28.859159551691214,24.453807770280665,0.4828888082435939,0.5032178043275962,2.0,-0.0076054417660043,32.20106287464393,27.48824717835212,0.1849490388067401,0.200641704304566,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0033056415382439,33.04663868515603,28.81648751023529,-0.230034299999679,-0.2212603318030063,4.0,-0.5188029564319425,31.113336394000747,27.708017083113,0.0663782639806359,0.1201120772975373,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0011297324476249,31.677764096954967,27.17918245038745,0.3529424446447108,0.3310742572481852,2.0,-0.0109927057080205,33.85634448574172,28.971231720131435,0.2161927415561268,0.2061038854132368,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",1.6962183587598822e-05,32.84050899212211,28.52734734282163,0.2564053154637433,0.2556825739838087,3.0,-0.3487020023718798,31.37022802361331,27.73185555808192,0.0719484862364614,-0.041700085152595,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0054854103927761,32.882953384119965,28.37338071304224,0.2765461087977052,0.2617610593607062,1.0,-0.0684578874076258,30.461195118846195,27.447453844060533,0.1791184902014292,0.152423512225918,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004981172301123,32.43087488855149,27.8251729772178,0.0408578131323398,0.103634319912922,0.0,-0.0319058491937911,31.1869743258662,26.18627683783321,0.1164394044820119,0.1271860665298943,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0014172446141114,32.221235418313164,27.97916153004872,0.3901132485359141,0.3922303146400496,2.0,-0.2149500200405931,32.73617214235778,28.31397948773417,0.0173642096884666,-0.0175668887043782,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0007026505793112,32.55366228748902,27.788633963351,0.0857597859411049,0.0848095693172278,3.0,-0.001840887526358,30.954081213674723,27.018708421972857,-0.0596705011051841,-0.0480768233897911,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003509339885177,32.59616478134885,28.15964118144388,0.3967690354046195,0.407892112327996,1.0,-0.0138766171730582,31.06637344651336,26.69192819181196,0.4114639118922877,0.4209678127694599,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0002458046045763,31.30577842597469,26.71460740366533,-0.0862259899057555,-0.0413252120701219,0.0,-0.0893213525015643,34.65281562517888,28.757637934052955,-0.2376181363259958,-0.2422562508032167,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0019176505626381,32.27004035113325,27.77406013393178,0.1805650160678195,0.1878014760091418,4.0,-0.0067644531357637,31.806268553450227,27.10965638415661,0.0416275213388677,0.0260520275699412,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0074119266149763,31.5175547287649,27.018140471451343,-0.213967227636396,-0.1977180412471149,3.0,-0.1045452434489089,34.37499883160292,29.35910920841766,-0.3518037703057659,-0.3332921884356308,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.5098614004616095e-06,31.515079988005105,26.98010425977473,0.2801045130640306,0.2477821835955053,0.0,-0.0256149720710379,34.15374045255589,28.63647973292247,0.2802389609959349,0.2647494936406857,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003396003089308,32.58001692623543,28.27482159150009,0.3062163744108324,0.3114086840975859,2.0,-0.1256133309208129,31.09459009027065,26.856841585759817,-0.0017353098287495,-0.088361532208383,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000100459595445,31.541381700586346,26.670207648061496,0.2930313076997303,0.2259890378503879,1.0,-0.0967946516866724,34.146978658200695,28.86205483409948,0.1182980400065933,0.1250694080181876,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002579905091808,32.51275274901028,28.134703833605776,0.2372317029043047,0.2198337847765727,4.0,-0.3991641658692799,32.71045506545498,29.433352985381934,0.1648468884265271,0.2097421752403377,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.000514643027508,31.44381646882812,27.19001697055849,0.3591995388073318,0.3646025624008007,4.0,-0.0150908766210151,33.98355844993294,28.24681104662043,-0.0028791422479011,0.0176669034587372,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2496244668561599,28.06594262034269,23.24268636164126,0.505344728515829,0.4851676953949975,3.0,-0.0358217866377039,31.45185167131997,25.32745810996057,0.2028371729970582,0.2764998460526092,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",2.337274180730376e-05,30.363046957059733,25.39295495121416,0.1539289481210165,0.1498828801723614,0.0,-0.3516023786233901,38.45811531396728,32.023972909394814,0.0339172515054053,0.0479290688686094,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1098595984730765,29.88558231105065,25.65310965664418,0.3893905229972573,0.4131401284962659,2.0,0.1057744541007473,31.27683115772734,26.223481295128547,0.3332610533447477,0.3180113727884061,2.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2512868029506809,27.54372689961872,23.34631016267856,0.5129000720151629,0.4880273507886529,1.0,-0.0569412844653467,34.01121539393399,28.018801270278647,0.1604550753369087,0.2833716412287799,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",5.322550477260268e-05,32.74795395642864,27.919742029048194,0.3091844584635577,0.2982875862880841,3.0,-0.033183286071577,30.036497039182404,26.99706306316077,0.2417567249103598,0.2299315556670944,3.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0030394875690731,32.561091705281804,27.885962192268725,0.2585592191326901,0.2025430599356981,4.0,-0.0106968089999623,31.1737926747728,26.90369573896308,0.1010372446312289,0.1255109099044299,4.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0008831289014936,32.47027128298807,28.01369538917659,0.3204342413570026,0.3093738832182248,1.0,-0.0002051846004198,30.887189179881084,26.28746032075085,0.0633857348020335,0.0752952867047584,1.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0031927202359911,32.66826371701978,28.213472835866856,0.2657393510592378,0.2698259479031128,0.0,-0.0018416561470175,30.615752704799363,26.458466673252648,0.1837629585429212,0.1517759690204887,0.0
nucleobase,siRNA2,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0004571698858539,32.995232314310826,28.457475346291087,0.3636900036917642,0.3727641478899531,2.0,-0.0081855023926544,30.39809134365048,26.2507561764587,0.1571822285711245,0.1434713592477927,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0023276868544297,31.81958858484184,27.12150584509037,0.2486048881816242,0.2232241201728748,3.0,-0.0250716699370314,33.92992044348711,27.89540329153796,0.3889890671476961,0.4007249774335712,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",2.770676238550429e-06,32.38148094110343,27.923261706041707,0.3013987116146182,0.3023559291850864,2.0,-0.070571906527288,31.52761350697488,27.29744258766425,0.2445675113905804,0.2567161326563557,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0007408015996224,32.211105215421114,27.253935448453323,-0.167095013728841,-0.1650556345762762,4.0,-0.0080772692378781,32.118038036245935,27.74298615847209,-0.3211592596139707,-0.2343727911263677,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003205322825432,32.32333106075697,27.87042236197333,0.2357050790487268,0.224632464795161,0.0,-0.2269862277177139,32.39669539673523,28.804810196847534,0.184895838853712,0.1801230964789764,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0029285656540674,31.91868709099394,27.780936235431373,0.2774559125607163,0.2611726999844644,1.0,-0.0360401522979245,33.07626921629957,28.681192295794883,0.3648050856111995,0.3929362684667988,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0010993909118621,31.68978893302563,27.14469263970881,0.2731934226991852,0.2273769258521623,4.0,-0.0653900146522339,33.60686081634735,28.080401571055468,0.1109673086896868,0.1225557754518953,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0007052660931625,31.797944835960944,27.113597077021364,0.1098407755449249,0.0558977685088548,3.0,-0.0408350968053174,33.42225388496988,28.58264072612915,0.2454857199815495,0.2411885664321204,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002051375404428,32.67510191510312,28.09036222463665,-0.2796409640724087,-0.2804244378676722,1.0,-0.0017381916766281,30.33253634703526,25.75527747164881,-0.1115940946475158,-0.1047381725029991,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005633434560201,32.76469962251722,28.275724143126965,0.2763721614957547,0.2672661980329233,0.0,-0.1574928993105167,30.59199782091176,27.255108497332458,0.387959494702162,0.4881044424754684,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001323180012375,32.921525689564085,28.264526620707617,-0.2324315259154187,-0.202320420562006,2.0,-0.1522885716714037,30.2623117591328,27.29901660224332,-0.2934084547619033,-0.3078922256033976,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1945597818615645,28.81077403300016,23.09786380010065,0.4597233454385213,0.4503053404102497,2.0,-0.164332337019718,34.24078482458052,26.503644974684264,0.2031564916956313,0.347470874151402,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2568696258568534,27.5507746748706,21.709136133694788,0.5175032668958164,0.4526983523011942,3.0,-0.2625534467102057,35.44766560931171,27.93654148492878,0.1543052798089865,0.1297493429005873,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1715567947656264,29.524891838174245,24.17602369301044,0.4413524505855568,0.4152183382099098,4.0,-0.0817921643590433,31.69897013234993,26.99099062128688,0.1905066543213502,0.2702555459783189,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2840610064735223,26.449864915091755,21.155292123110407,0.5346864574948239,0.5564401969416947,0.0,-0.2249503361161213,36.52269198350074,29.27848070609291,0.1372491833991991,0.1777598385933084,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1963001971752662,28.69264641452083,24.164378916105523,0.4499202961005796,0.4513209812021604,1.0,0.0227690654309941,32.089007854844446,26.65653766863732,0.2941401650574784,0.3272271010303356,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004298060094254,32.452935963047175,27.84128797192263,0.320193650964246,0.308838287103614,3.0,-0.0102686884486431,31.42812368982768,26.64635908376737,0.2256038100758838,0.2195999729339764,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0020347671395537,32.26211976394551,27.74452160824367,0.4572192648899681,0.4307190972482994,0.0,-0.0261610325125325,31.85472243842475,26.95741080815373,0.196108799661887,0.2079618030315606,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.908883279306167e-05,32.55187916152435,28.18787281073804,0.3251623539017473,0.3076217569195925,2.0,-0.121985505082357,31.919619004146902,28.071166748701643,-0.0658757995196412,-0.1457250512265698,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004308508684223,32.344048409505234,27.927904919655948,0.3275137880820344,0.3174034591520185,1.0,4.3681454016675225e-05,31.379493027471234,26.381236866450315,0.3059023844364862,0.3607935067625646,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0047969585176339,33.14046581110188,28.98008336671883,0.3723673908983498,0.3864500554764272,4.0,-0.149725609654052,30.852444107020304,26.95793382063325,0.0443592010331936,0.0399604102921482,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",1.0436735837893174e-05,31.512848726328848,26.96011140382041,0.2428256106631323,0.2596652291935097,2.0,-0.0205925955587997,34.210607649406114,28.83974770712294,0.4163065425371615,0.3171001743360309,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001269422650309,31.409277234906128,26.68307450546816,0.2808965688624073,0.2017007212743884,0.0,-0.0784477971826747,34.33239566686836,28.38721054614592,0.1260157365498851,0.1160879657468406,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0007302293385094,32.689853811907206,27.94593517472578,0.3270178672928751,0.2911247482021848,1.0,-0.0146758681200549,30.975663117974094,25.82428464676545,0.1881999492630212,0.1841844537813228,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0041926888634444,32.97504281046346,27.95827677499664,0.2848933712806696,0.2846007691593684,4.0,-0.0062297807621667,29.63396962522103,25.03193459909996,0.2580389842808673,0.220441843649975,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002177617351994,30.150669324855308,25.70693443973038,-0.1194657322874918,-0.0435383530398233,3.0,-0.0986075293499613,36.899994070699016,30.74211466283385,-2.184103062040713e-05,0.0052859096457259,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",5.830774611248479e-06,32.15558569234029,27.640235109282514,0.3020724699415497,0.2834098891508502,3.0,-0.0063637722139857,32.196070933789706,26.90419916802106,0.0881173167848748,0.0684217688034113,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.65387840989073e-05,32.408083963966725,28.08442730214363,0.2845732282343289,0.2706574157251415,1.0,-0.1906983933964321,32.31342729450485,28.498532983624106,0.2598562278518033,0.3431033428798734,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0103261998327688,32.087007893172746,27.90124026761285,0.2208041846813201,0.1440991994688716,2.0,-0.0251110939546974,32.935558245869814,28.807102808612743,0.0781829335308564,0.1000427655775754,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.012614411924575,31.377995148588383,27.30116855971181,0.3297807822735458,0.2873277485482529,4.0,-0.0015205098305011,34.11023031015364,29.16158389655678,0.3355780449064263,0.3644809102854109,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0007475567432224,32.66057426743407,28.284432241494795,0.262277734849161,0.2481648824432336,0.0,-0.4448901869482222,32.26662116848901,29.08518316887951,0.0886631600842644,0.0919769356052699,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.000351380330996,31.99887791679909,27.432465564533093,0.2212645397763364,0.2257004301897429,4.0,-0.0088223300358525,32.83623669478427,27.28361122930263,0.5273214393740262,0.515433729627901,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0039293376336877,31.123037473155826,25.98397154434704,-0.1038476683849946,-0.0714854609850085,2.0,-0.1299354935498029,36.78202863818966,31.039957330018456,-0.2759702144109045,-0.2526140591067506,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0002153284561777,32.35808140392714,27.73411437973203,0.2911469777303374,0.29098116098865,3.0,-0.0453919256002428,31.580236660741264,27.82004710838262,0.0591543300509292,0.0417395200512529,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1896762138821482,29.166042509586912,24.37950926243821,0.4370464757192425,0.5259766211909886,1.0,-0.2071189940461277,32.31394975163494,27.345602123738143,0.2150455683191257,0.2157261613678391,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0011165882067427,30.78315290557142,25.66025940817165,0.0737638928110632,0.0552471580053016,0.0,-0.2418632698081975,36.907803587522416,30.54848005823004,0.2881835159470344,0.2660236430310814,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0021119097267421,31.2093222830886,26.7201945234244,0.3569223143621096,0.359537169525852,1.0,-0.0014078322716657,34.14697488458689,29.621654427742868,0.2142054628999074,0.1705075329244764,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004177076163744,32.50846956847651,28.08302666648146,-0.0674521390500471,-0.0562027543929908,4.0,-0.1826672626951537,31.84987984850962,28.338636319420488,0.073506637566098,0.0142792229091306,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2010082180899368,28.647134963002145,24.44329846753153,0.4636680233564354,0.4490797637323979,3.0,-0.1836079824716561,33.87502131542412,28.93786058792812,0.2778339706401039,0.2733657289033956,3.0
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nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0006478247637624,31.50831121972195,26.95992457407406,-0.1746052969720635,-0.1853094899141294,4.0,-0.0149714006448433,34.61967802688433,28.86282805493593,-0.380983738768694,-0.3660786108807048,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0021353359571605,32.327554394534815,27.919210084135354,0.3620747052700422,0.4092583987867244,1.0,-0.0092155217441194,31.904657855645272,27.656398744841635,0.1716286134730882,0.2279865038786109,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0009512684062711,31.610413557728496,27.04805892865,0.136427049453781,0.1091434141624374,4.0,-0.0891580805198177,34.23362436373303,28.62117026460552,-0.0297734966462675,0.0010215939468438,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0006139875229602,32.202932208571,27.873045361049865,0.3106448352619551,0.3034377467639991,3.0,-0.2217140255444363,33.26108955400579,29.71276138373557,0.1229950794934043,0.1440269736861746,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0045959651622029,33.17501713079968,29.106873155932394,0.3059417078450843,0.3017059264863565,0.0,-0.1028762010692299,29.756613896913,25.38956684726741,0.0949280771772752,0.1101426664071325,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0515074323214236,31.406156630983105,27.350676720048835,0.4296115044769617,0.4054286685039796,2.0,0.0398846547669746,30.39978027861097,26.018094246493785,0.2624664477623337,0.2655790676530468,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0030447451649808,31.825962734692045,27.320894099160817,0.1053897372888127,0.1266470417474323,1.0,-0.0354451352852505,33.239404467212225,28.271322383304778,0.1023007966536454,0.1523968887588777,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0006948025887665,31.186271788008384,26.97256577627251,-0.0659540638632559,-0.0357106121729519,3.0,-0.0218989702758662,34.247800750628,28.40789548618401,-0.2327661071237195,-0.2465150296184788,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0006442744000414,32.55172558013013,27.94278062602762,0.1659329918413804,0.1427527412788127,2.0,-0.000133719501725,30.61660066455504,26.44918142873521,-0.0787116541624644,-0.0878042107238029,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0047244386688221,32.46481504116284,28.23140104472533,0.235894346897761,0.2217348680794575,4.0,-0.0459417434226441,31.77682596328295,27.52371400216808,0.1186112796841278,0.1336128464559806,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0002765502922008,33.337281072635044,28.873185806186484,0.4053267292185745,0.4136437073908132,0.0,-0.0278199581998197,29.1681071671703,25.159314289797454,0.1970543248437637,0.1447680463911661,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0051992795864976,31.457898918156573,27.34671044201481,0.2487897682468259,0.2270069607543943,1.0,-6.115061510492126e-06,34.57653878570447,29.359303170829328,-0.1553710556981141,-0.1870278933499348,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-6.70702394596212e-05,32.25952116892574,27.44914198161997,0.2759528887388399,0.2511442585247817,3.0,-0.0699632796058136,31.912198968670463,27.045660270671533,0.126086416749415,0.117143354472267,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.002518691090436,30.65818727571377,25.97519177021057,-0.1446128401422878,-0.1358197185782304,2.0,-0.2777630587236315,37.48283366985016,31.779958912139723,-0.0815109948895008,-0.0846251558119555,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0014890809753504,32.883357901087265,28.49569626065615,0.2671210482377708,0.2711931560437396,0.0,-0.1562216786732326,31.57368721407384,28.0553733493622,0.3462145841913485,0.323467600279637,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.411252459446402e-05,33.25596094027971,28.810681335724908,0.3526157492228938,0.353791949684746,4.0,-0.051801419511978,29.337581587523594,25.330680642100443,0.0657175126546655,0.0737063286789451,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0025568913976441,32.292134447282336,27.985485466949648,0.2741565517876622,0.2303943133220677,2.0,1.696786448657228e-05,31.87560117889809,27.01624716886656,0.2668005736059765,0.3047064365172005,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002284712847633,32.34239709308727,27.7696804130239,0.2980315752681136,0.2721692198104291,1.0,-0.0002647396436408,31.54712048672896,27.066980046497186,0.3070909593079192,0.3082254459609648,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-4.938937865905935e-05,32.436267538468215,27.96602687198327,-0.262863734114091,-0.2580609152257544,0.0,-0.180314438828312,31.69649400904522,28.072165061601275,-0.2434684922884113,-0.2941314798944632,0.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",7.02375801030497e-05,31.881870198922737,27.62606060745291,0.2649077511497729,0.2531268749952529,4.0,-0.2772389627504339,33.87315111662477,29.766844228662794,0.1645464468365767,0.2094580260086177,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",2.5355062804877093e-05,31.212397459062675,26.769930113681248,0.2115117939802388,0.1795879117710269,3.0,-0.1174523810686596,35.17128303420321,31.48958448851145,0.1740111687260611,0.1307376711469417,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0005565642199758,32.736012929404325,28.177701918417576,0.3212655626468021,0.2610998119776813,4.0,-0.0183904331682518,31.1274652726302,27.145294735725905,0.2066604926682436,0.2201574684306359,4.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001557281050303,33.31911737887366,28.98394995356565,0.3609881048988391,0.3839677012300539,3.0,-0.4183472558191776,30.72459957470189,27.353525913643605,0.173620840109622,0.1208729728556272,3.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.716081754778777e-05,32.32790234371975,27.96307198585242,0.3251124955176085,0.3058910410599365,1.0,-0.1552086644224179,31.763633397376484,27.49631367453048,0.1364055736993537,0.1708112549706908,1.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0045684786601749,32.75438827653616,28.41862486617804,-0.2240340018491049,-0.2315617038514241,2.0,-0.2511813830767979,32.64039407190394,29.303093498396944,-0.1004248417868485,-0.0816015029084854,2.0
nucleobase,siRNA2,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0014923344711039,31.798971854065243,27.08610199363837,0.2310661725625869,0.2717405551007649,0.0,-0.060690348401597,33.6551171429023,29.15776247280393,0.1238768717623153,0.1010514226591564,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0060164234161819,20.17195114518284,16.319865491231283,0.3140271260752451,0.3244340871151263,3.0,-0.0135126261524414,20.087964369392022,16.442507245385706,0.2921854947538242,0.2897358160630423,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0082936780815121,20.060611603925928,16.213673572335654,0.3205202124981796,0.3297356986413674,0.0,-0.0849461608581847,20.364119014754152,16.795724214496037,0.1776124150977346,0.1754770414424836,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0131005333451814,20.273573231809326,16.389590516382334,0.2833256837578323,0.2928789011970629,1.0,-0.0434576480562574,20.507928326531648,16.503517197829026,0.468210789424686,0.459961068067876,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0117580643900481,20.533852825421512,16.530435071056246,0.3178697816650835,0.3111501635937078,4.0,-0.0630093412000678,19.86903046626778,16.16463267929054,0.3565477957156633,0.3472783331762989,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0096633362456435,20.13557760465907,16.22675907636778,0.3393459041352836,0.319977324841649,2.0,-0.0460446608923617,20.8048300716768,16.933493760199035,0.3577840856495825,0.3491315824740977,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002103632020682,19.87370804257252,16.071212462883224,-0.3860131397909242,-0.3771327343567365,4.0,-0.056342286159134,21.16228958986155,17.595187200258856,-0.122729585803993,-0.1275965175701788,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003932061901537,20.042009247570185,16.214132455801863,0.1951506681353171,0.2100741061863643,0.0,-0.4716015872883277,21.452288065933963,17.220251547164768,0.2393429101189795,0.2237054770491186,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",4.4331738612291005e-06,20.00992435266517,16.25678997754917,0.3181298120983981,0.3242185134625988,1.0,-0.1027414565678328,20.75545347949768,17.018285545206957,0.1616593716861801,0.1621408071028762,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",4.138479630988456e-06,19.831519255135444,16.11454888787763,0.2436225037556958,0.2585456558997921,3.0,-0.0101146507160494,21.13939787078356,17.122073281993035,0.4323076631643703,0.4170537727251356,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0010348902865304,19.62022822111728,15.857706179915915,0.3127244120673492,0.293899043822842,2.0,-0.159373661462213,22.064140108744706,18.455783978964806,-0.072461934196751,-0.0469032648530188,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0060317874196775,20.66541773703095,16.68440718161331,0.4341481382812573,0.4402013512770504,2.0,-0.1252121757618325,19.62736902392129,15.8245962178519,0.3914373714457753,0.3865437910285269,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0193517513639096,20.00794550846156,16.166142594670674,0.3324928937048758,0.3228037348836681,0.0,-0.05537471434614,22.04381891417511,17.743958795152114,0.4260725003863297,0.4202074261001731,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0078800295947829,20.0926212863065,16.297556098591198,0.3253444797007517,0.3342406955961426,3.0,-0.0049629879206005,20.316497184378896,16.457001569267533,0.34200235074031,0.3486375819044404,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2700685850530899,17.19976393850011,13.63887126747219,0.5371499768379965,0.548105321808035,1.0,0.2033106372045092,17.78080548707754,14.044945765714743,0.5015275494647383,0.5104970540128725,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0238285555204011,20.637048927083992,16.585061239313198,0.3145603172830921,0.3081951614950186,4.0,-0.0628544372518282,20.055743138017668,16.28833243965594,0.4009524861874103,0.3919565290118212,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001139540327828,19.733439703363228,16.044410074410962,0.2877711976896957,0.2816157544265544,4.0,-0.0155850648678796,21.73874415933322,17.61755305926005,0.400701849327396,0.3544830634932179,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",7.434543184980935e-05,19.77583521490295,16.077947819495293,0.2390509243585111,0.2566792127486311,3.0,-0.0255071782430131,21.358668583732136,17.240344144257023,0.4044859573629137,0.4027820008707061,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001847376879331,20.156235705251653,16.355745243143154,-0.3076204749912328,-0.319086737501774,1.0,-0.0341527726808494,20.240414770138862,16.59853170077458,-0.2622487978235742,-0.2630214248298223,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-5.892767511306296e-05,19.702743972268348,16.005780876392777,-0.2837723074767619,-0.2783463104164418,2.0,-0.0036213258258221,21.7752396069518,17.704110101318356,-0.4042979345897952,-0.3478065452003555,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",1.1935673013274697e-06,19.97270358372544,16.244894105179597,0.3565063476423965,0.3464493790714527,0.0,-0.0080323666939223,20.65052629878985,16.773188202699544,0.2563574895433675,0.2717933459773523,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0043133382158626,20.222683523439624,16.362636157941054,0.2997181493609715,0.3110404365613192,1.0,-0.0412852313317793,19.905521524882584,16.370019021803333,0.1751789364921222,0.1826656853840866,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0075005294005701,20.205981019006664,16.35386146714952,0.3047713688373293,0.3095697210112538,2.0,-0.0098384571392391,20.018383789337385,16.33848076773521,0.137089234494964,0.1362476964600166,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.005087137185227,20.348716391347548,16.47699041902822,0.3275096289661945,0.3345786164804161,3.0,-0.0093685359803339,19.770104209051624,16.018815751284407,0.0835211223010731,0.0917223978426525,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.014172361624976,20.24205868901341,16.297583658529387,0.3702664014214422,0.3621023190594841,0.0,-0.0010689496519868,20.210514686499035,16.56512503912741,0.1911726993583786,0.1960641059826208,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.012557726347361,20.53796308515833,16.57043073574252,0.2703456956439811,0.2527940649991615,4.0,-0.2827834354176133,20.77436190054866,16.62840491502805,0.1642170214434356,0.1500757424585067,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0026592206103892,20.11418925890528,16.330202950791296,-0.3280096682541953,-0.3182357675477478,3.0,-0.0558652127717262,20.60379177462632,16.956502237988918,-0.0879601471309664,-0.1047984989690273,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",3.969424176819558e-05,20.35572975993608,16.500582649521892,0.3364932085574316,0.3432060195037897,4.0,-0.0508900831392731,19.701034994384543,16.21442811552778,0.2220259109799359,0.2122043736017144,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0014862023169786,19.953586656000606,16.163483052846548,0.3430267018724408,0.3325898569494556,2.0,-0.0326446853096471,20.74233563969001,17.048959256039225,0.0870752130305721,0.0995197903115246,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.220078496164348e-05,19.560566068055746,15.829268354177474,0.3263959988988879,0.313416372082369,1.0,-0.1468870371903685,22.03121298015096,18.33768463373557,0.0331377233860602,0.0428064461424623,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-7.230321829476694e-05,20.003508461326856,16.25650371473581,0.2677076180559635,0.2822812668482014,0.0,-0.1229542023655152,20.94247243748203,16.75149488193322,0.3577984407184621,0.3425173345935565,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.017128162026492,19.95781778171349,16.06767063788272,0.4835696168514409,0.491057363477529,1.0,-0.3330196338691349,23.00258264980884,18.60618093919384,0.4512795487402266,0.451459085889364,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3333768302997866,16.3449371546999,12.709915498701552,0.6159343252562965,0.6284887046991368,2.0,0.3501362478539599,15.82507465483848,12.6558918517019,0.5964596765953223,0.5872559545668414,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.424480086222922,15.689575863050278,12.430900689023836,0.670012874903223,0.6758665794537642,3.0,0.280435763361842,15.740470600420371,12.455559374352513,0.5876589286869216,0.6018515892392542,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2846556940385303,17.175563330760287,13.62917104632284,0.5525493924742912,0.5637507669819035,4.0,0.1997959118690518,17.06318623826748,13.488814475443016,0.5126120186867469,0.5237052550361192,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0171953181866653,20.618077853135468,16.628235435926335,0.3672201898292179,0.3624218557217082,0.0,-0.028448716673554,19.64656902527865,15.909349311097325,0.2752444178755235,0.2918081224199079,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",3.676803243646276e-06,20.303981373927613,16.499752954578558,0.3296073581666291,0.3263670065079065,2.0,-0.0227060440400563,19.726038031574564,15.906820549483408,0.2054311040481335,0.199865783840873,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002750609199264,19.818350268595463,16.08085663586128,0.3381865203811739,0.3298117110132026,0.0,-0.1071631060039721,21.476523076428645,17.736628280483416,0.0414164549302167,0.0682187414673442,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",2.007617480137558e-05,19.680603680902504,16.00182661096891,0.3173969086914139,0.3390462234674435,1.0,-0.0065579090670908,21.877116012969427,17.735284933484035,0.4923357227774668,0.4979953684402657,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0012702152441457,20.04920470532018,16.18976774267472,0.3669962082086851,0.3475164711329221,4.0,-0.0280485121518514,20.620505807300287,16.876112510797732,0.3389728026521662,0.3438955005041715,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004717649237824,20.170725141209363,16.452683123005787,0.3201944802702015,0.3248977799321013,3.0,-0.1841808322334255,20.21561259250837,15.95076677631046,0.3882995493759363,0.3820898511084988,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.006157929388435,19.65859359391488,15.8979630046059,0.2670202257674349,0.2460112401306838,2.0,-0.1498731620481477,21.444305868036007,17.75581489551652,-0.0521676019782348,-0.032317031716407,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0007236170959485,19.90792904471598,16.110211149640957,-0.3315619000330011,-0.3215189592129549,4.0,-0.0461870328283759,20.86484305135174,17.2285028288168,-0.0725195781138234,-0.0685413932033368,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0195849250976769,20.23556979688367,16.28277018151809,0.4506505456393087,0.4505282199750585,1.0,-0.0753114974316737,21.06796474540357,17.105827393612618,0.3942358076238716,0.4003995471027596,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0125348113713144,20.32888277079059,16.44154480943838,-0.2893428552332265,-0.2774067285434246,0.0,-0.002847011848847,19.75776291382969,16.085493740746983,-0.1429914531552154,-0.1431930625197666,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0060835906338672,20.44857473473914,16.599520279818744,0.3564483341533254,0.3584200052817061,3.0,-0.0081207406263983,19.119391953609256,15.476127176055629,0.3347958832112462,0.3295140491409952,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-6.612443784415056e-05,19.92639284364624,16.173242310691784,-0.2694152906802857,-0.2718673123625244,0.0,-0.1537742502727919,21.070828633417428,17.35140954926258,-0.1665838944824854,-0.1683057736149541,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",4.5168033604436886e-06,20.311226921047023,16.552795944887546,0.3233107984800308,0.330237778522587,4.0,-0.0298413583798384,19.726045506881736,15.97616846827197,0.2112781000035886,0.219968543555379,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006582163232127,20.434884302474,16.490396722524874,0.308493939417018,0.301378106764365,2.0,-0.0449695975311594,19.61324520530552,16.038398065962674,0.2097942408078798,0.1862074207918671,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-7.797541573895117e-05,19.98362069899727,16.14795657845839,0.2839519433356241,0.2749940088596756,3.0,-0.064672410879697,20.6837608784116,16.87340010277476,0.2169325596340699,0.2055444011288826,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0005263857719961,19.335364252850137,15.655003239016771,0.3267672147029175,0.3135791627293,1.0,-0.1674963094259396,22.37338616929549,18.608958080406683,-0.0582827576767584,-0.0237465566087817,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0191957081450568,20.728341994455764,16.66743382859504,0.3063490133870776,0.3004021845761044,0.0,-0.1709961476104651,20.215869699241733,16.33080557396719,0.2892287039050809,0.2683089978023781,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.257227476497521,17.024385370168904,13.453720926834364,0.5668474514816267,0.5700967505036405,3.0,0.1476583820536057,19.741728489775923,15.337313356627854,0.4854019407757198,0.4916312974348794,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.178459091852286,18.35260807974417,14.487678810677876,0.4822604563699107,0.5049104434135478,2.0,0.15605816415348,18.19170218994296,14.40901504620757,0.4958641126135259,0.5123395977583173,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0135118647915697,19.578315582788505,15.82175153103492,0.3226731651275296,0.3075407847706026,4.0,-0.1000410113364509,21.73141327851178,17.96593891946893,-0.0017459105858809,0.0155352787021109,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3532362834830206,15.89868446284694,12.425361617110829,0.6136969419853506,0.6162037094394268,1.0,0.1662971715660143,19.63551164042544,15.71589993086728,0.5695248632038223,0.6322871275560727,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",8.364360776780266e-06,20.127781778439847,16.355787668255324,0.2965608448475588,0.297997792717063,2.0,-0.0441460154294703,20.289916266654647,16.577274250278812,0.3225147241057453,0.3217588176562679,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001427102724482,20.498752432899806,16.61974301601612,-0.2920991189862605,-0.2895972847934381,1.0,-0.04975204579715,19.3132887555982,15.640106359101502,-0.3529851061001805,-0.3446088618645624,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0003338771439911,19.801918578183948,16.1196534532342,0.3912825347795639,0.3947393492566018,3.0,-0.0349168398398072,21.650185036731045,17.32315177591438,0.4690322664553393,0.4792946979942205,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.8928191661604643e-05,20.24216446533405,16.342453625789858,0.345217859676444,0.3479781672668453,0.0,-0.0003183788974345,19.870712291273605,16.400904850886416,0.3634742002509169,0.366125535519862,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-5.385420252834727e-05,20.41238975001932,16.594634809406525,0.1389448620343169,0.1379046175428327,4.0,-5.923148641517884e-05,19.441794035129053,15.771513293403723,0.0306840389286804,0.0291002329229169,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0287312441304652,19.84388917099812,16.014555719072725,0.3580712375960994,0.3568605665210156,3.0,-0.0062270059396964,21.557647230798587,17.589878565335823,0.0972260994265591,0.1167597585717333,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0102276360631319,19.88387996235035,16.12032967862216,-0.1934803413983511,-0.2104188509613303,4.0,-0.038166004062289,21.77334790832195,17.456268084379055,-0.4922721943499607,-0.4919956655216095,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0100290605015287,20.4067667302245,16.43314895324183,0.2957613396416813,0.2862767652899978,0.0,-0.1549709252869713,20.593060977913822,16.64914357369406,0.2283351056084414,0.2127477982158818,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0013713261133205,20.57950823925636,16.628911891957113,0.3090513746867897,0.3013708666454536,2.0,-0.045449540915857,19.28878129843548,15.714833620946292,0.3174164520916716,0.3091331847669217,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0144956073212567,19.87102846327175,16.08496856412524,0.3091321510576086,0.312149942528897,1.0,-0.1087278682463526,20.72247102692877,17.01139943140025,0.2074609044481585,0.2121877007093863,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002009867680639,19.860436823554902,16.014751234666107,0.2958675948644528,0.2937760511544173,1.0,-0.1306612860973452,21.254240550257265,17.766186316353934,0.0533949250485521,0.0598507036365017,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.594604994008101e-05,20.109827623470206,16.324815641906675,0.3083014371101464,0.3146725803461023,4.0,-0.0161823390033633,20.266734027452024,16.562718457939212,0.2956311204118069,0.3034605183199178,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.339889769688909e-05,19.572075094684983,15.864789207018422,0.3101516000345651,0.3285000782205154,0.0,-0.1019478595568514,21.79579641922807,18.020557228537168,0.214056517760433,0.2075279646677051,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003056948713919,20.606250080138533,16.7953951795562,0.3209486244233414,0.3209773356665282,3.0,-3.862774660112756e-05,18.81156954146946,15.214876379243355,0.2244657221174016,0.1961821746510732,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",9.992680563786216e-06,20.54306563421225,16.667042855655446,0.2636446427580451,0.2511485574976417,2.0,-0.0582983547279174,19.282353022865266,15.582368193397905,0.2103171733324981,0.1765180113902552,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2652892754995309,16.996515691944268,13.4479133742501,0.5222884947421123,0.5290911667844256,2.0,0.2343534736217291,18.25311655508667,14.62603608957531,0.4954407735739902,0.4681080316812929,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0170979664899439,20.56295516790058,16.566625768331008,0.3055087854838401,0.2932886632711013,3.0,-0.2205600844290376,20.723844907068862,16.64596870135544,0.2311285875439732,0.2130130465798826,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0060640931623876,20.6175365467851,16.653551455722766,0.4687811630193499,0.4852688745533993,0.0,-0.244157293400858,20.070104512165287,16.06091058968399,0.3149527056808504,0.336298313238936,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0228495225974019,19.78415406308776,15.979638668561476,0.4450646575124535,0.4443183822184993,4.0,-0.0105223718263387,21.496569142326024,17.55800398096366,0.2160750449510964,0.2240628906609291,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3563257981344215,16.47023120662806,13.006109869433011,0.6057305403738992,0.6026225956791244,1.0,0.1884339012980591,16.313667856252604,13.087757740598736,0.4754633242239756,0.4697417423795496,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.2012356762246554e-05,19.47287311883884,15.778019943867834,0.3927309717669054,0.4017625653206703,3.0,-0.1759089527232706,22.386906533812947,18.62714821208608,0.2628332617405177,0.2495063944871413,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0007365260236855,19.997655547092272,16.171744716508826,-0.1424974831898683,-0.1311828272444573,4.0,-0.0072102464038588,20.50903026461464,16.867625462887062,-0.0164834309662508,-0.0303987842162393,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-5.280080778669039e-05,20.05155786918404,16.270143180799835,0.3049540780239875,0.3134431988371875,1.0,-0.1488259901915229,20.813004110207405,17.152250993722838,0.1489545454652925,0.1532915877864051,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001835937281065,20.20757147612724,16.32299869878469,0.2989767998304837,0.3108815070911763,2.0,-0.0063947250357965,20.02570120026157,16.416437729729545,0.3127744561969658,0.3176984194423735,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-7.880907491664146e-05,20.14341705441981,16.401019259103812,0.2919931732791437,0.2913770320145292,0.0,-0.0233337899768877,20.22705708563186,16.42704979292401,0.2735595190175662,0.2675659531201126,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0017725972242963,20.022536473949383,16.169795891345036,0.5003178320519267,0.5063845989384715,3.0,0.0004871983593355,20.523650151833348,16.8726536065041,0.3706867161645656,0.3558564137270412,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3142199168061642,16.663918513878876,13.20445723636701,0.5651198572812981,0.5773094467186398,2.0,0.261330718061337,17.334196796814517,13.826169498891392,0.520375609707225,0.5369143031347906,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0002299373036185,19.69636349509176,15.966146162281866,0.3592694302768224,0.3502123247495067,1.0,-0.0464341623691531,21.578792576914594,17.811032300713503,0.1226046696267332,0.1361180005217236,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0042000740802756,19.95132884437104,16.14115798085584,0.2773671951128498,0.2941824346255572,0.0,-0.0296784700620564,21.176059047286564,17.185607163202192,0.431237491572867,0.4250037903842851,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.449864570162123,15.23357020733176,12.020889827539303,0.6741970920841194,0.6840685582871462,4.0,0.3659621287194347,15.020378463230411,11.820890589755797,0.6216259179646304,0.6309140860103951,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001960737150845,19.75982314625863,16.063804441070555,0.2731047216907065,0.2723158888433589,3.0,-0.0184659434750444,21.83652511901959,17.71378512991,0.4230482064024339,0.3832368521551727,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.1776255534612368e-05,19.709794087773965,16.02147413700185,0.2012235212253504,0.222428327424588,2.0,3.15997922534228e-05,21.55360604307864,17.531740288985404,0.4552920458018237,0.4041656441605745,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000151236604053,19.85214449103231,16.14313078440416,0.2667162617188361,0.2843451162136101,4.0,-0.112658709251747,21.432739317064595,17.19840836584321,0.3443272986236338,0.3562207389669626,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",2.26516375587682e-05,20.01424177791127,16.16220286119934,0.3150164851033865,0.3297647791962254,0.0,-0.0765987219121391,20.67991878765129,17.206812494451352,0.1811022629561533,0.1907223570603652,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0004717791987554,20.559199042763595,16.718838720770755,0.3315124110016152,0.3359314812576631,1.0,-0.0273836026373579,19.02325686677696,15.556571994574306,0.1575609091778362,0.1526003173394714,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0003127250629939,20.4929685222276,16.5929456874057,0.311271426472673,0.3093469917861833,1.0,-0.0219362899953134,19.261481723228748,15.660027559003757,0.394691895871583,0.3789535652185394,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3423996709635991,16.4570916995946,12.902093230341524,0.6094031755078678,0.6282438500114153,2.0,0.3241571558599873,16.21618989788883,12.844429023091385,0.5979145037117353,0.5955828981756004,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.001184855172403,20.519833595318097,16.646680789523653,0.3429559145639934,0.3448490007432518,0.0,-0.1073995469748043,19.378660129974847,15.59191805998246,0.3290596934377677,0.3108106150369345,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.002975171802467,20.26234619936664,16.384241325402687,0.3702233854264041,0.3830460776571451,3.0,-0.0201907372643148,19.679919463971466,16.195983841922306,0.297460075116319,0.3030077163196836,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3673918556588117,15.868103559075958,12.475092560633954,0.6098995013721762,0.6236395747244667,4.0,0.3292214114740289,16.858761155556362,13.342432897668694,0.574209405397149,0.5915216658934807,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-6.59610541611233e-05,20.250648962883,16.433222797876617,0.3173117018900313,0.3195023337918523,2.0,-0.0255828961990445,19.90868269056704,16.29716838121062,0.2520237240268168,0.2338602502826947,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001355046082276,20.0647466489203,16.242226838424568,0.2874012410435211,0.2846232758783575,1.0,-0.0114455126745725,20.38234857264431,16.606200152503117,0.3735509717029269,0.363551032265955,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003819591934366,20.27516977816952,16.47714464679454,0.3446669522138809,0.3504448440580688,0.0,-0.0605901326946904,20.044299247694667,16.41346296383139,0.2421320568342043,0.2335442244636567,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-3.255780116706575e-05,19.953337937593872,16.307946384787176,-0.2760112799172693,-0.2913071158791516,4.0,-0.0463303433945962,20.86252419952713,16.494391886393228,-0.3288598141651278,-0.3155796500817105,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4408559459265789,14.993927427133928,11.76517840647711,0.6684088161021611,0.6786563142777633,3.0,0.4038811900655684,15.643357217191667,12.455997342867583,0.6399985701301291,0.6427866712026028,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.284313072862125,17.036751813515533,13.504153929923929,0.5488093600608595,0.5540129674248186,4.0,0.2677113157078943,17.246340634371983,13.626490254967408,0.5399261004699325,0.5534442547653614,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002029165527199,20.658065450995743,16.832048238175734,0.1838059706599443,0.178443384094484,1.0,-0.0006933518922056,18.683065780899607,15.059476400952825,0.172809349464806,0.1542026865787223,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.001295710580569,19.69992031133369,15.953572637539835,0.3153892242174688,0.3071520770893797,0.0,-0.0942214978221354,21.418978850200265,17.692239934317072,0.0265062841362815,0.051294536375532,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2903424133225286,16.80083590510741,13.29259479476236,0.5792588774785093,0.5891019898195443,3.0,-0.606198680785762,22.517201543988904,17.88865391723633,0.4329721753476715,0.4703620707704504,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003659198978502,20.526931763927767,16.671674602929578,0.3442452494567102,0.3432626958961998,2.0,-0.0007563950179179,19.01554147093942,15.431945071858204,0.2391265758373101,0.2130126573285464,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.573064418218365e-05,20.1901640336561,16.41114689540548,0.3322632255706238,0.3156126459241426,0.0,-0.0071171381327421,20.031097514933883,16.311714934058134,0.1943295147870326,0.1870033280462881,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.278176984568894e-05,20.6498876818342,16.833508767551244,0.3133867529599229,0.3113041158610062,3.0,-0.0053912528213737,18.765818514462868,15.085289806599752,0.2631936573827405,0.2499368353109571,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-6.736377313543152e-05,19.979224915563268,16.185345938470626,0.2909709359088754,0.2943812071525024,2.0,-0.0062980580086249,20.56883559984035,16.75929819598137,0.3973530533276323,0.3957719908431582,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0007212435835852,20.12079187175354,16.254363979687934,0.1000625192748617,0.0997436578766601,1.0,-0.3750386542092379,21.206793302910164,17.056476377952755,0.2257637136204359,0.2376452125075473,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",1.829318107249289e-05,19.64291822573573,15.95462170529768,0.3349999378413577,0.3277135411913116,4.0,-0.1137110883739518,21.87769801930843,18.024455749306213,-0.0022561737206015,0.0339266097950976,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0010618308476526,19.881085671977576,16.119573920028945,0.2756095046196145,0.2996055088192994,3.0,0.000778441559197,21.147660986329534,17.194090508084848,0.4713656659698516,0.4553100297539689,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3240713803558473,16.74053720075229,13.357550777549363,0.5939131159293067,0.6033773972567563,0.0,0.2321417353207174,17.05931676835294,13.57212546020508,0.5097042300720785,0.5057519018491774,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4196039890289383,15.530048793521445,12.224868633450264,0.6506387216921994,0.6619303329450792,2.0,0.3138026769504584,16.04808070883266,12.71524112905775,0.572059426772814,0.569527236752043,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0001170695457768,20.38711270747388,16.57398495354451,0.3773853918283714,0.3764077638657592,1.0,-0.0012950126109372,19.43006108432679,15.733485742894617,0.3738855460052057,0.3734281248011102,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3920759196702745,15.581910809733865,12.32854169681262,0.6332244476748382,0.6415732798875894,4.0,0.365484517074219,16.321366397326308,12.866562965686995,0.6139831630199734,0.6254275560941981,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001401740694459,19.61219311237368,15.904717858721853,0.3299350203599551,0.3440560295699777,0.0,-0.1052603687074824,21.74467031578855,17.954979236847766,0.1947913254878306,0.1875413192418496,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0004948201036683,20.30677214991482,16.53576863606771,0.3125542198071637,0.3239480555682911,4.0,-0.1383828339257875,19.95966879405353,15.788637022214516,0.380012900126297,0.3622780595598645,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.041378121219743e-05,20.03559817593053,16.20491829461403,0.2474412870742121,0.2622705031553135,3.0,-0.4457697498881134,21.34488976886659,17.171924019574227,0.309837604775348,0.2966714014689143,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001205572420297,20.16958015042396,16.42066135716719,0.3071747014678372,0.3035763994623521,1.0,-0.0001486112016422,20.07373156464708,16.18141596758807,0.1513644444907911,0.1466602885439664,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-6.378139131069105e-06,20.13215023255153,16.3391620020848,0.2003673611401226,0.1948622895711635,2.0,-0.0270688576150093,20.2499576392656,16.59366655380796,0.029432187151869,0.0365028662431477,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.003449010840554,20.69870169990669,16.912495265928637,0.3611165372902776,0.3558274744876444,2.0,-0.0140373788664678,18.741157244863285,14.826472865243444,0.2626045357875323,0.2358916196705035,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0002249415257409,20.08980846052492,16.346569628401774,0.3553104908188516,0.3419146643989785,0.0,-0.0008029107068234,20.298243379260043,16.38676568108636,0.2117640533229247,0.2327250991961994,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0018023882367097,19.99603577641017,16.156187872426006,0.1188426817024041,0.1233570901663108,4.0,-0.5150756652339055,21.94593601624024,17.64988448564396,0.1151190318881544,0.1221860925743856,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3373767731671987,16.497093423318873,13.08597828086913,0.5936300933021184,0.6050169394426078,3.0,0.2632489783247298,16.972543417584347,13.393220777467514,0.5288784774161519,0.5461859953607229,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",3.562243137245069e-06,20.168028277773445,16.453743044607,0.3722656765819179,0.3780224783456611,1.0,-0.0052348987597963,20.11283563093772,16.23974679978834,0.3544140153698656,0.3444626555075309,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001228273351909,20.2702889832222,16.468059321570557,0.2579628118231239,0.2601246350433506,0.0,-0.090123201404515,19.93686279838825,16.02854212710732,0.3188069265283743,0.2806337282564898,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-4.7805755174712417e-05,20.09818409008603,16.257406415843,0.3140146156539913,0.3265571284885564,1.0,-0.0760831222251634,20.50092738481372,16.99643834000927,0.1999336504278046,0.2055574024259678,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.302158847905972e-05,20.47625413451493,16.684842606724523,0.3187677667972125,0.3136201479804983,3.0,-0.0139380970620419,19.174639257127964,15.360926637432089,0.2207596277442354,0.185482029434963,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.888130573668434e-05,20.057215546063613,16.293123552668447,0.2665592450486016,0.2723580184233978,4.0,-0.1410848993935567,20.72615000921162,16.605663024331918,0.2860901670690028,0.2855788585397215,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002493925226301,19.838334008668507,16.004762742637816,0.2224519177493532,0.2272922921263986,2.0,-0.0559841555986726,21.17139556151467,17.688906433421717,-0.0212234442642323,-0.0100913271365616,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3228105336460244,16.430329034982492,13.124903591340106,0.5714003821402378,0.5777049439377039,4.0,0.2664241417498597,17.329286651057906,13.584630936209704,0.5178347822333835,0.508292501718265,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",9.146197862652804e-05,19.64903840260165,15.870775291781378,0.3138523033805751,0.328760554354578,0.0,-0.1230787762189422,21.584136657443647,17.97201690673828,0.186090316863055,0.1728983610111013,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3085998996080991,16.592138628479567,13.21152354179246,0.5572678442891525,0.5621408863566351,2.0,0.2533674136572195,17.08292248986673,13.471791794890493,0.5088150431549564,0.5160037676958741,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3216540030715147,16.41850016412761,13.058326207276096,0.5786821588515421,0.5886646247851559,3.0,0.2715647461841071,17.18584455471432,13.515744717189245,0.5339645384314559,0.538508163541324,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3870257910352928,15.324377926468626,12.033943733336434,0.6291834606838649,0.6440399509988821,1.0,0.2995244842922518,17.4284872724046,13.90395678701787,0.5622847734440104,0.5390868750369251,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001261683463305,20.21439063722083,16.424046672823177,0.3547801234967557,0.3500221321664402,4.0,-0.0182917920005247,20.01608649781694,16.144554140560352,0.2121751664968568,0.2045939070637424,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-3.919742336599974e-05,20.102839107536767,16.321333392107928,0.3503966222238549,0.358850756317943,1.0,-0.0180031805618361,20.281449276462908,16.569304483176687,0.3525034136476112,0.3525154207828692,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0001263296653331,20.15826904329753,16.359598331914118,0.352167319198349,0.3442704224249959,3.0,-0.0347375077903155,20.17405868247364,16.547110811869302,0.1001473355851463,0.1145668331998591,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-1.2296608943751508e-05,19.95127001073134,16.153731682800792,0.3679919147615917,0.3640210354665595,2.0,-0.0545109618256085,20.89569763346937,17.294222379850858,0.0976732652250153,0.1296758689583671,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-9.816636017156988e-05,20.09530488185928,16.269076680222604,-0.3196934946322176,-0.2973956255252232,0.0,-0.0103639871671628,20.3228396486191,16.602147921319844,-0.2772079392036919,-0.2764351416972297,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0060815169153021,19.844076420289817,16.073699341949997,-0.3480891385136228,-0.3373542260205084,3.0,-0.0846187884625839,21.1584606052918,17.401547730057327,-0.0281623372392757,-0.0530509214410633,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0004945662210542,19.72154135656221,15.956076617610782,0.3413786486561959,0.3635486098804225,1.0,-0.112649687890787,21.736879281437783,18.0966987449398,0.2243852470630679,0.2294450465295446,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4039924529914971,16.03258226142701,12.527079027662428,0.6384373681724205,0.6534219370158457,4.0,0.3002218953882796,15.332024144056025,12.433215790489555,0.5707374326381884,0.570953950181628,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0003094957396683,20.675857379780386,16.78808455772508,0.2899247480523221,0.281622730006545,0.0,-0.0909840450198802,18.97010103125704,15.253309596981014,0.2505649200892044,0.2376410490152181,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3336280237608038,16.281801551924413,12.845793389113544,0.5939019597712617,0.60610422197648,2.0,0.3648022579428511,16.530746523733658,12.903269147053615,0.6174452266043642,0.6469660720890967,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-9.759883578430715e-06,19.80313369925002,16.077238946947556,-0.3217601578862956,-0.3065118848931594,4.0,-0.1121298478068182,21.461200488375344,17.677592128587808,-0.0260766510340892,-0.0529262344222204,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001425303347897,20.212743619082847,16.499764781659678,0.2574597389314776,0.267056929943456,1.0,-0.1761903411727099,20.105316392509344,15.801758096882242,0.3535893795765328,0.3478072261871994,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000268197275284,20.04141279422068,16.269197775799295,-0.3306814161246692,-0.3173102889267399,0.0,-0.0581980251675648,20.541764647950814,16.833162292893565,-0.0454734462681982,-0.0589601997166284,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001559083155797,20.357442719570187,16.456273715271543,0.0078554315300725,0.0174458211980571,3.0,-0.0314105774561719,19.65456878019619,16.064308697141858,0.1080524832165577,0.0966177054178102,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.8045116496233646e-05,20.648369265769585,16.84436913697803,0.3487327831169149,0.3476064789536889,2.0,-0.0080119680642634,18.738536413867045,15.022348993263652,0.278538454255488,0.252857487260053,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0033810947867898,20.15365162227919,16.400984928468002,0.2530607458501774,0.2462290668642701,2.0,-0.0144531073993248,20.109422823919445,16.2124988656295,0.134550303099089,0.1153821634721522,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3090730442913226,17.216533027568047,13.682483419066228,0.5619463336536861,0.5632645284184266,3.0,0.266990964245168,15.778050832492092,12.542574187132256,0.5348978544740473,0.5347744603286376,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1727057503558369,18.30834891543305,14.558365513070283,0.4759349803364806,0.4869868994252031,4.0,0.0704572311687918,19.301913587791702,15.30070818469182,0.4241073088162366,0.4503502960587031,4.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3265345888145788,16.532727234115004,13.141836829738448,0.6127595376497375,0.6287880589402387,0.0,0.0706030307313489,18.28916490551872,14.087580535167785,0.5460439650051481,0.5674979293392551,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0003756881142686,20.57615182442237,16.66875705936232,0.3211202454793254,0.3283312168421403,1.0,-0.0261690192770693,19.11195605045957,15.516681482385705,0.3791788456429641,0.3850805184914669,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.087400528886899e-05,20.020404156108043,16.29888776271289,0.2783437902206718,0.2858365457922361,0.0,-0.0013547645305047,20.56423158469264,16.56500364915911,0.4804508480046999,0.4668735175638681,0.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",4.15179135249133e-06,20.3320257585375,16.54320513264057,0.2972288817534274,0.2926418319769412,2.0,-0.0412606223758069,19.616229239872325,15.97349716777533,0.2324658713745389,0.2263680216619769,2.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",2.3285639780157297e-05,20.53415674690312,16.721683496513474,0.3180842194514842,0.3185662637063539,3.0,-0.0068087478262146,19.131374030418463,15.519944213778215,0.1338345732702028,0.1367947562555654,3.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-9.520107483385054e-05,20.460821753927977,16.649586163219222,0.2717687884254908,0.2775632387983127,1.0,-0.1172984985232457,19.215465128282432,15.3618902680699,0.3703083330108443,0.3522563451230889,1.0
nucleobase,siRNA1,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",3.773819962027414e-05,20.12612018214797,16.33990871699944,0.3969764438378548,0.3996228293983309,4.0,-0.0319245077726872,20.252923240699225,16.5703692483902,0.3710670630150374,0.3549544394531176,4.0
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nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0093275466127868,20.16743622727587,16.361694384891745,0.3507227294786143,0.3332609031282735,0.0,-0.002318587383659,20.36140229774422,16.374539682027457,0.1940424423203264,0.2020774137478095,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3213125934655235,16.447568588239317,13.020955048968297,0.5801715205241837,0.5944452376131307,1.0,0.1961063678777432,18.13109766461268,14.507225313291444,0.5051114496011717,0.5112291218251976,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0145550741857578,20.885364288386743,16.934051507708084,0.3354682945932006,0.3325988912246963,2.0,-0.0523325920916679,18.800710820208867,15.027245922088625,0.2524951523529912,0.2322960168358168,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001257910471998,20.12080980164037,16.36316925806601,0.3011066192226761,0.3093682022160204,0.0,-0.0234719097940694,20.23398363934018,16.458217828082027,0.301521170576263,0.3003034122673064,0.0
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nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-9.25659837625048e-06,20.124609691030784,16.38420095328825,0.2601735502528938,0.2652405535787258,3.0,-0.0058949157149024,20.22959930302896,16.241855317204852,0.4263295410742331,0.4035062657542657,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.939815778344126e-05,20.69620995311329,16.876287348600492,0.2808426879121998,0.2562866805244251,2.0,-0.0144150577303052,18.472958994377542,14.808899306016444,-0.0244788312928845,-0.0442484702175776,2.0
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nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0214893090707002,20.50164011521584,16.483605732484296,0.328176673553687,0.3220543560609882,3.0,-0.1946716967909678,20.993278333986687,16.93393198800691,0.3012388336145973,0.279153088312929,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2949521778971593,16.96417816738119,13.422553149537544,0.5441073927002629,0.5528238073541369,4.0,0.1569441953806087,17.46929815793615,13.945018631177351,0.4838200891295796,0.4838196962633229,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001752453941827,20.239553705292384,16.406877613511195,-0.3075481011922105,-0.3027959147305924,0.0,-0.0094282019705638,19.934803638743592,16.22525042655934,-0.2798941640469609,-0.2651579223355907,0.0
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nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2999281545327894,17.10292066671075,13.599089164988769,0.5556398226085761,0.5676041468460208,2.0,0.1792756792773385,17.005747848195707,13.44313883623739,0.4765036923783659,0.4781156540437836,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",9.592712070383148e-05,19.72547753718041,15.983043414402996,0.5016756450615492,0.5113798566862937,3.0,-0.0071016326553872,21.384641814850173,17.583876587325072,0.4030077451009329,0.3811018228882678,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0023227487776147,20.41575722863368,16.57124796389731,0.3682421973179903,0.3699953922267909,1.0,-0.0074980888499642,19.50480357097113,15.745932466012462,0.3180588304319266,0.29209925821036,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.236595785427527,17.838782006047758,14.11316872375098,0.505544017090296,0.5273720737218222,0.0,0.1093174000188599,17.98452094596043,14.264277324504684,0.4416950729385445,0.4775166031506233,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0113703115018373,19.971169982212185,16.22214057740409,0.3180517002301742,0.3243935865924197,2.0,-0.0384314668213443,20.65406247397815,16.723456728989913,0.1667337672108936,0.159584372100476,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3021297565448161,16.870570985668568,13.421440599821253,0.5535952985649644,0.574574360240764,3.0,0.2118177022614548,17.42615608073522,14.053814445931254,0.4750193840440356,0.4884682236829872,3.0
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nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0001274261957607,20.261580417965856,16.45386376994458,0.330409489697214,0.3324856746576944,2.0,-0.0098099946158631,19.851803618084723,16.214729503579495,0.1468566161583958,0.1264695265015765,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2199424947798532,18.048709485361,14.315699356206109,0.5412094389059383,0.5541150347815198,0.0,0.0884208251049094,18.565260424196705,14.998420688848151,0.4876855861747096,0.50058057718879,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-2.946368589107351e-07,19.87780709332568,16.09461833483552,0.3692510991116015,0.379114066791227,3.0,-0.0250866474430302,20.89288998390733,17.22127098341929,0.3333974526883346,0.3303511810851472,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0013010432263729,20.46468591586467,16.665410904267066,0.3409778424309754,0.3372576952040848,2.0,-0.001280535670838,19.26378441310673,15.51950311804826,0.3326040010217401,0.3298851114219721,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0014512554172563,19.87264779041861,16.123127363319497,0.2021607427311342,0.210275230379118,4.0,-0.0001354533075732,21.16304280066857,17.194183529994284,0.4235466120109504,0.3633599734230426,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2416531361922095,17.672951794996134,13.96423627596434,0.5059532084330141,0.5269649488591408,3.0,0.1828219073458969,17.419359572956456,13.89441809409906,0.457957178215016,0.463141176881526,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0001753050849087,19.7674887102586,16.010298212695528,0.4280895776843996,0.4241673915387573,0.0,-0.0324278126465222,21.26056353267956,17.522985511426103,0.2154673727381305,0.209370182500404,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2944071519584824,16.82884094553123,13.336990694737697,0.5792028962968375,0.5900806123314062,1.0,0.2233130798226419,17.962974469425035,14.3863245138365,0.5013040749679716,0.5040982079003361,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.338234790005798,16.747325819506653,13.275097931076807,0.5848173785899331,0.592087235552834,2.0,0.2387285640715069,16.389304568818744,13.17798911937769,0.5111564294843566,0.5217696659876967,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001523068028383,20.358442886845,16.612618403001264,-0.3085264960573609,-0.3094145185382679,4.0,-0.0942303737532614,19.76665184134851,16.001169787433927,-0.265087921351027,-0.2608381390898631,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",4.087996857238263e-05,20.21940235490848,16.426278639997484,0.322245892720246,0.3281299594040568,0.0,-0.0629599604210828,20.149050801210684,16.50739515593558,0.2080494790436193,0.1948363409261075,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-9.626800380058144e-05,20.14818596526858,16.429778532512447,-0.2500941019868212,-0.2653203613351416,3.0,-0.178882798955037,20.390001580543817,16.087760660319987,-0.3434194197210729,-0.334365067973103,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",3.891014803170112e-05,20.55331607479205,16.756345591333236,0.3174171796570644,0.3204739688075026,1.0,-0.0152572705755686,18.897673070774964,15.288940989343743,0.1133365879598757,0.1023261153716605,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3792690803521451,15.814004729195936,12.563697069253273,0.6192484303433915,0.6288191346816521,4.0,0.3739142098562223,15.404604623209702,12.16606552838559,0.6122866909251479,0.6047103327774395,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0023007597685643,20.16883603707458,16.314269177817103,0.4942460643241996,0.5060101137185267,1.0,-0.0025340624227463,19.93975970193097,16.344231561081248,0.4701290100575703,0.4733310423424246,1.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2850982968955687,16.989100710561704,13.46478952397061,0.5484957763835259,0.5532874590216665,2.0,0.2443647691866571,16.8236945186015,13.461613108855692,0.4959923857046729,0.5008004145158967,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0070423262194914,20.11886082843769,16.28429054474244,0.3405950285612205,0.3481540313872611,0.0,-0.0446470523067923,20.184257690149234,16.542201703612566,0.2574942391519383,0.2693439135899753,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2243216059617696,17.594238562738084,13.95684853415038,0.5498024950233016,0.5622423209537898,3.0,-0.6457876028221508,22.8336400594912,18.17206749864804,0.3541957786272669,0.3728989329408528,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0019066586508922,20.202662380664627,16.411929913543947,0.4513775953316968,0.4600932932778723,3.0,-0.0502415691562441,19.96804254670985,16.326747385660806,0.4755903503534064,0.4689077430998199,3.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.118643697927695e-06,20.01884268996724,16.273370727782787,0.3595073753917986,0.3624232413207929,0.0,-0.0399488640599356,20.586276260497407,16.813465489750413,0.37073262567494,0.3893714063347191,0.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001191444273656,19.68206424995689,15.935394130097391,-0.2648188202917587,-0.2752643042001523,2.0,-0.0884242548248344,21.50571950717264,17.79812554177784,-0.1088110183491866,-0.0826240520626819,2.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",8.16164286472354e-05,20.21944241920032,16.402729582910666,0.3271349059756564,0.3301563736708741,4.0,-0.0151286221600603,20.00231221413109,16.38343283498389,0.3338791004261517,0.3309597359126839,4.0
nucleobase,siRNA1,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0001494013909181,19.977187816041177,16.281647152280502,0.3450480658555372,0.3379180222472639,1.0,-0.0678835449983261,20.865491947010675,16.930047079550253,0.0900715853202193,0.1212561941198576,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001008935309614,22.67993005982165,18.23404553616432,0.094074073422905,0.0993040818924332,1.0,-0.0188428597816094,24.7481415015826,19.26036910185943,0.161092322310986,0.2074442863916548,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0014465646296901,22.888167305693223,18.906020643319657,-0.0461067450256893,-0.0390231737501628,0.0,-0.0005449642276889,23.521185786875165,18.12188717809216,-0.0874955539172453,-0.0077211763294806,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0301163572772822,23.16718651817642,17.832673992753836,0.1625094981230433,0.1044843079031172,2.0,-0.0650674863939517,24.5687591699962,18.95919005669488,-0.0945022419327909,-0.1097605170560483,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0093943388965127,23.069143432127625,18.020372609032524,0.0895927903066263,0.1029391078617113,3.0,-0.009386713254377,23.52891973972061,18.810480136871337,-0.0794690918135136,-0.0783281316207482,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0114062237535301,23.44673108023076,18.610226037085475,-0.1866450971634299,-0.1820328907635775,4.0,-0.0022315860220429,22.36020813671527,17.134033695143096,-0.1608952304424871,-0.1068367346938775,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0056562678337599,23.672172775324228,18.592347903660364,0.1822211548770724,0.1768067869886583,3.0,-0.0042073044314561,21.464414522661286,17.9738802249615,-0.2291857942081462,-0.233235867377179,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001191452988171,22.377044302596094,17.94563840124342,0.1560114156547158,0.1388518790592571,2.0,-0.0280267980542692,25.17873058631352,19.65692179044088,0.3177407609768654,0.3309176807608749,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0017453880962479,22.855826563493647,18.31069600002021,-0.0625339245848833,-0.043394493323806,1.0,-0.0007516503838291,24.13557156401541,18.953193224225725,-0.0510015225095567,-0.1499300212346691,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0060824241347678,22.637608551538367,17.635214928648523,0.1773395156127036,0.1503308480981363,4.0,-0.0203548068769141,24.38616691613963,19.518074322716664,0.0698024913083374,0.0974311811788678,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0174330098578476,22.76795299606253,17.669785032336343,0.1866750068041875,0.1500702049310628,0.0,-0.0651623204050031,25.36384415804351,19.68680977045104,0.5793143126492533,0.5579556542028268,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0017613186085678,21.9848856269242,17.811964560673154,0.1069459465033017,0.1053637433624437,4.0,-0.0828705653719417,26.24679701360032,20.21389843230552,0.0621239306352427,0.0776525008525551,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0003920326254394,21.43324956592913,17.26781697038291,0.1021188201991451,0.0686413067054501,3.0,-0.1788839391623575,27.28625308034691,20.50838377775969,0.1235855655494935,0.0835143891747665,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-2.115470437225042e-05,23.728565581308853,19.28600166884045,0.0653983421521521,0.0486036539361735,2.0,-0.0414505517371499,20.7768299576514,17.056389170801918,0.0597701032045371,0.1454243430987617,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0018357445673145,23.16242725063387,18.752560472990336,0.2271362633404008,0.1701083317925544,1.0,-0.021282588783533,23.09217068580136,19.316329312082065,0.3384894325887886,0.3340151957919345,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0004943407051778,23.29640630132012,18.924918983299413,0.0430546399042398,0.0516006841262737,0.0,-0.0299420335797147,22.587184317128653,18.63543223166953,-0.1198961668838235,-0.0939843870808553,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0395659964577028,23.711379480076733,17.99223534553673,0.1563213983120575,0.238413713966573,3.0,-0.0033353215029767,21.649159383270487,18.738478245326448,0.1646528369303006,0.1293804774942039,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000735260657839,23.31007655623838,18.565085003911232,0.2481804791766281,0.2542376883839525,1.0,-0.0436514531888172,22.329694089316323,19.120951192220048,0.2018019892578206,0.167364021187067,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0007086608476261,21.71684272445612,17.473492599597076,0.1680553867875872,0.1486867666790105,4.0,-0.0558516107103606,26.61817706659918,20.22431556269807,0.2076070846556247,0.1952910820835349,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0594193577666819,23.73932168626809,18.026238015174865,0.2452738023427265,0.2006966460357276,2.0,-0.0272285038615436,23.3937995402486,18.39804473400116,0.4218694726208948,0.4459521876854191,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0023735980205681,22.596732525301302,17.897389947043525,0.1639975653280269,0.1496910083839524,0.0,-0.1751633416785256,25.31920007525116,18.873450581232703,0.245106555077479,0.2597790462714914,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",3.4926083892772297e-06,24.0160305857302,19.70257324570876,0.0917918649152351,0.0949411772760887,0.0,-0.0841535603860497,21.21827081042514,17.360250239218438,0.086124036222925,0.0629556414600211,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0004232115445836,23.496393639865406,19.45187023789136,0.077600596265096,0.0457429789486991,2.0,-3.68537467214658e-05,22.088711442749705,16.847400683698982,0.2896508536935158,0.289058414592882,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0014603983658585,22.26966071901002,17.970879500055887,-0.0710642136436572,-0.0403579708862495,4.0,-0.0028251698683168,27.721093528749343,21.80670205336351,-0.1347396998901642,-0.0926495726495726,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0023792106860411,23.13043098792438,18.58301266504713,-0.2055955705273887,-0.1951221990717513,3.0,-0.0007277071958209,23.0371407567498,18.14826108475805,-0.0743086537294322,-0.0157280951113238,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0003102351251849,22.569024925856947,18.320423957100747,-0.1387787584047493,-0.1363299061455078,1.0,-0.0424456210142141,24.390112806961632,18.55644147005948,-0.2158411128524577,-0.2182257658622748,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0378787964764786,23.6773925697862,18.333212262377327,-0.0828419258956765,-0.1103093754682969,1.0,-0.0710995546055688,20.9174364512899,17.211317642211913,0.3115958038330452,0.2823401290524241,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0025652957597259,22.30268195600718,17.93522466517206,0.0748990286405586,0.0655131885407587,0.0,-0.0262180170533683,25.037896414937027,18.98008571230132,-0.0750524516504252,-0.0800658720735571,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0006192513789933,22.745813650336245,18.064738519370152,0.0985616957892181,0.0564057566496066,2.0,-0.0538552824346001,24.388324472607348,19.03517813110352,0.4155181390270233,0.4543627921698067,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0160607901335398,22.786087286592085,18.05769953247848,0.1671646819505131,0.1958667341732676,4.0,-0.0120927781482147,25.23424510537954,18.651597808837888,0.3804326100836213,0.3650882743477555,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0015469071072882,21.967121968312192,17.514957566229285,0.1867548287548929,0.2347320714946814,3.0,-0.0420843993828183,26.860947840177825,20.87874066020167,0.2536717497056763,0.1344722830455852,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0058879573624113,24.07384647586325,19.63244454239354,0.2935998397182986,0.3031409835811539,0.0,-0.0637937826901986,21.356358459256963,18.21168710072835,0.2928744774543611,0.3341483745484857,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0002199280522278,23.51054648481168,19.090381128647746,0.3920740055169795,0.4052683743683088,3.0,-0.0017789309257785,21.993723515394745,16.987366406576974,0.3606074482343919,0.3820232399179767,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0008983812451428,23.415398318534496,18.80313105527816,-0.0375824673618576,-0.0564678168087022,2.0,-0.0529074888199185,21.872517647927204,19.19214157104492,-0.0368250005156785,-0.0414888572783309,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0013452698652867,22.26760839265359,18.21874844522187,0.0668093626508602,0.0604323716523539,1.0,-0.0448545436339713,24.833105031743965,18.814288218180334,-0.0796830985258954,-0.0882467352042234,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0004402443263153,23.323470627546403,18.58910002696363,0.0412083645593122,0.0570497135116346,4.0,-0.0036852973943415,21.947305392646506,17.923077809950883,-0.2306089450431442,-0.2449197860962567,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0006636494324072,23.42476910249229,18.719428662861866,0.3646093988766209,0.385864315481555,4.0,-0.0339811087130383,22.12940123656508,17.128078457376233,0.0753711709341627,0.0406413814369411,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0013474830923985,23.771118399959786,18.889834428010165,0.3462239342555846,0.3463641341902909,2.0,-0.0198305788750625,18.907797235053525,16.554184504191078,0.2807619073883933,0.2066970754808347,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-7.566087429000667e-05,23.337016040075824,18.49356600665406,0.1937084307876459,0.1973955820358365,3.0,-0.0020208183581267,22.166902157494427,18.578467974995466,0.0229209892661814,-0.0093634373143188,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003763315062303,22.80838977214421,18.299505150154843,0.2012857862228032,0.2031363725431453,1.0,-0.0575724533710164,24.15830887335246,18.286276198677395,0.2363582146676598,0.264886367266462,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0021760599004077,22.640711684717388,17.751619059244796,0.1372906164075962,0.1080160776283198,0.0,-0.0041445296471982,23.92244703730012,19.478722777435745,0.1057175785679984,0.0711584486288984,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.010038306734375,22.57769672129436,17.5698186360983,0.2729301668194474,0.2767184674553127,0.0,-0.1036385334997589,25.183609509475453,19.335695055945447,0.021047408388623,-0.0350974604901614,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0099861696513161,24.12575694706603,19.21265849043684,-0.1014896447485767,-0.0857405887702434,3.0,-0.0063322487651773,21.13645646057723,17.013742326377095,-0.0994188395236473,-0.0354223184369767,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0127608782980015,23.03728093534062,18.10896447438207,0.1277248647104062,0.1356135696258062,4.0,-0.0218695999110623,23.882615093953863,18.351067446444898,0.3706315996580639,0.3661067909367158,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.001198927718172,23.757640375374272,18.918025189505684,0.009002477622729,0.0288241653572053,1.0,-0.0652969785358623,20.94583374323784,18.10378389676412,-0.0989893130209032,-0.0548198002605297,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0027774608196162,21.82812193844161,17.447730174693024,-0.0419138974092311,-0.0229679756484113,2.0,-0.0818339037767428,26.01947781971453,19.58638221619621,-0.0819174322256249,-0.0457469278033794,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0207946261295155,22.94871345085425,17.931961097957203,0.1179339580567337,0.0772997608819437,4.0,-0.2860829359750019,26.42053542760794,18.856306656346177,0.1215200797681537,0.0534146591278608,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0017437798793149,23.96966123971584,18.99308513693613,-0.1169620502336862,-0.1092548853919849,0.0,-0.1663371311499266,20.097448294533425,18.14343940734864,0.0555495136901224,0.0249791841202221,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0084111202087859,22.47298090359084,17.981103647938973,0.2570326103967904,0.2647051001305318,3.0,-0.0065611508408061,25.08395006489904,19.00992791623485,0.1906289877141989,0.0770940097394415,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.000784065954567,22.370087848844808,17.784201333787706,0.2525053506331681,0.243095377276974,2.0,-0.0954950384597355,25.516601161237173,19.47114540100097,0.2360049770143772,0.2082892291797042,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0118694109235362,23.601549620831737,18.22993424910533,0.14862440162152,0.1328323433200192,1.0,-0.0010467598838379,20.99836339423742,18.35876186146456,-0.1221218064664484,-0.1326190328923845,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0057730222561234,23.863668389113133,18.87533486582067,0.1558669454948859,0.1260438215449592,2.0,-0.0393329329995735,20.989503074897367,17.785002108487216,0.0812808891500233,0.0543290043290043,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0038962883974191,23.957315780166745,18.776127904821323,0.1007551325944401,0.0904727645211781,3.0,-0.0026790960425988,20.885812513258195,17.697933231822233,0.2823819615404687,0.2904553558485425,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-8.287422183061999e-05,23.13958062107571,18.578284186415782,0.1959772806091099,0.1815601341066726,0.0,-0.004682148154218,22.98508236950806,19.002838280311,0.1101417411193102,0.1987325174825174,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0011176197077167,22.59312509951473,18.353046796958864,0.2784552448707932,0.2682449970994988,4.0,-0.0057190998118661,24.081094311331057,19.057375288165986,0.1660233138349637,0.2076442047273575,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0101011817881002,23.55077909876085,18.351947963548746,-0.0371689531189529,-0.0042867484621396,1.0,-0.0011420773751065,20.956863839861644,17.854624751921623,0.025810095783286,0.0923387096774193,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0055419771756208,22.44650987448772,17.580257427331173,0.3718459679546208,0.3436754425696836,2.0,-0.0444757334748602,24.899257145313747,19.471284467061363,0.022355905102374,-0.0095862624690877,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.007632542919,23.61063906818316,18.57759435225506,0.2821611150041502,0.2601612443841563,0.0,-0.0373761448467182,21.881527370788056,16.921483859592016,0.1303205754856921,0.1878212879136062,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-4.397408457079699e-05,22.312682715801888,18.011252621558402,0.2686727742023112,0.2490835703375149,3.0,-0.0007985779621124,26.034091141629503,20.99454928836307,0.3788218002691557,0.3697469036191134,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0029877313215702,22.650335362295063,17.903376675506134,0.1374720557184181,0.0847580643777383,4.0,-0.0007695330178987,24.11120351505557,19.54855501635321,0.1040140317329064,0.0252488745365588,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0117138806715053,22.95526694744116,17.879091499023442,0.2613989911319943,0.2644520191278375,1.0,-0.0050231099816209,23.594561213937485,18.860809597186183,0.0997190478938561,0.0636741861169685,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0039124269143395,23.51484606862945,19.105572757866547,0.015618438197059,0.0099305753905618,4.0,-0.0756010079779245,22.703353203568646,19.37106867555713,-0.0179026320062454,-0.0186678653652081,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0249407281049103,22.277095610431505,17.681281806835226,-0.103414834824737,-0.0935212541049875,3.0,-0.0569419150961403,26.23467845351406,19.179391290170177,-0.0418331315842987,-0.0663642601204543,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-6.406006203296677e-05,22.351253365315145,17.846387009253867,0.1049602665920905,0.0814315078086154,1.0,-0.0105013024334863,26.03244772003868,21.155439309014216,0.2474938660132702,0.2391248391248391,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0460056145517286,23.838466622102697,18.14612218347396,0.0861371292313351,0.073978434640893,0.0,-0.0020678760355834,21.54468763873052,17.854095198108304,-0.0018238862777107,0.0012096774193548,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0001593265750725,21.597608903539665,17.49545959039783,-0.0383069526747834,-0.0443612257483045,2.0,-0.1795086042467903,27.22387239377812,20.082973728553924,-0.0115514120111515,-0.1091402714932126,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0263457401647799,23.929053023901645,18.479179232562032,-0.0925352569471582,-0.0714248438109285,1.0,-0.0591893686176687,20.44775292932102,16.117617156982423,0.1013156556926545,0.0880125847729833,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0029399308748239,22.67195127125808,17.800165948440778,0.3679606218713677,0.3422059732505317,3.0,-0.0453203157728203,24.37729287268339,19.13286446670006,0.2952675337036236,0.3259548709112098,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0032362884095482,23.463482370729704,18.560767106579195,0.2115119721212071,0.2198950222418981,0.0,-0.0233521315522022,21.73260874495869,17.17958453616581,0.3265083167111509,0.2999407252850661,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0001678569305163,23.884148337314794,19.132038008574465,0.2242375352827315,0.2224019167746341,2.0,-0.1128260115429129,19.142210191250623,17.02688092912946,0.2196954574438999,0.1909364754627514,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0153448112275458,23.16543929108856,18.04829402274826,0.0328673377352466,0.0478941862336535,4.0,-0.0174841639574396,23.56147288495729,18.534653873019742,0.0090816108437556,-0.0067206959209787,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0083281372389194,22.34017939027821,17.864865969489603,0.4827907583305247,0.5263996545965943,0.0,0.0084443838437486,24.46418859603038,20.31063346317836,0.5213615691579736,0.6291866028708134,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0020101383251791,22.40545253517576,17.796048583984373,0.1578025562979022,0.1458534182196475,1.0,-0.0251414487911401,24.99071007485073,19.53728872335182,0.0834705227531395,0.0665228697698006,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0011040140977172,23.419868820689626,18.87455811644629,0.1731768886595666,0.1432107923102564,4.0,-0.0069292938806273,22.15036566082893,17.78000952090857,-0.0709094281655936,0.0101596516690856,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0048046519498083,22.45327337484922,18.36435533905029,0.1126782140170161,0.1085851048360676,2.0,-0.006400047252139,24.702837125058508,19.602446529681863,0.0052844027333912,0.0057202621088354,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0002343447580757,23.20356305945269,18.477589641571043,0.1560925434112224,0.1615197220197503,3.0,-0.0405672329801125,22.449262741461222,19.576082282066345,0.0580458356379147,0.0183284457478005,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0046011380199786,23.029796804390227,18.13348871503557,0.0784638066596901,0.1227348720252996,4.0,-0.0386741420940417,23.64654462025693,18.39582201444186,-0.0635583059051561,-0.1291382956392699,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0152729016878265,22.855407708497182,17.822350348930854,0.0771798118940619,0.0374171204387574,1.0,-0.2942124928594507,26.19835758368364,19.18587180689761,0.115356475928381,0.1074751038114534,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-7.410472449587147e-05,21.348644271162907,17.08193125328651,-0.0685926144670663,-0.034909271746128,2.0,-0.1320040078362943,26.88958613849848,20.392229065433625,-0.0527994773509279,-0.0677496544695594,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",7.881156500078035e-06,23.25740470821279,18.82746159028725,0.2127596970225613,0.2121820873976026,3.0,-0.2038083024833592,21.90423617757538,18.45698228255562,0.1440775263929786,0.099827035417213,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0150399883674494,23.81251368422146,18.517671918945315,0.1927655260511191,0.192803509808267,0.0,-0.0073990246560025,21.73813911820186,18.09922266718167,0.3865250581426979,0.3381626618837756,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.3455053380364514,27.308816975978147,19.383473029897992,0.1082378966816113,0.1140701334651818,1.0,-0.3484001070820861,25.88293736206033,19.05330036111074,-0.0337985786985004,-0.0237105370744517,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0373978804237491,23.615635261466444,18.19631920846952,0.0263012232626405,0.0120647039878556,3.0,-0.0542818401081706,23.31343025554889,17.754489681667753,-0.2836002969741662,-0.2142292490118577,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0482788196637042,23.452215114168784,18.13870873444272,-0.0081047178944135,-0.0317280116117942,4.0,-0.0044679025090206,23.36488402037904,18.032695828524503,-0.1030617132724385,-0.1092352092352092,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0521878338024179,22.623464932421072,17.234782044051528,0.1029067791163528,0.0975759821063482,2.0,-0.1023332762246629,27.96916331103237,21.54616084048622,-0.0050477035331329,0.0911478279899332,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0544918533845466,23.9635459676093,18.15539959561293,0.165425860796166,0.1521210443857818,0.0,-0.0029182592376528,21.079929724457592,17.856461020333423,-0.0684404095280871,-0.0865546218487395,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0407467344570191,24.04240156829256,18.50950806311405,0.0406634014519792,0.0635661819042613,3.0,-0.0970383562172298,20.71384165530947,15.524842529296873,-0.1693470336412577,-0.0516820441861027,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0503248276859971,23.53047342668477,18.10643924766863,0.2382760979931061,0.2418298931507271,2.0,-0.0257912016088694,23.67456503259535,18.04918967285156,0.2388028867639854,0.1779808977881163,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0660619715298878,23.849173779930734,18.18120492515324,0.219597757280914,0.2049104887369149,0.0,-0.0430273923325592,21.4246277267567,17.730956074107777,-0.10486080722056,-0.096083161060988,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0391433422310631,21.88011169786673,17.20199045123476,0.1581171995837421,0.1505024058408572,1.0,-0.2196066725838461,28.15183124085185,20.09037479146321,0.2664272054716392,0.1959059182963976,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0309972396822262,23.00648893063458,17.682758108985347,0.1669723797666245,0.2101190531436802,4.0,-0.4203985629583322,26.99604647867968,19.59900789958675,0.2354590858988112,0.2524048179517666,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0386851208066838,22.5111626188145,17.272356888834633,0.1298744179615209,0.0782401304239531,4.0,-0.0484003827637422,26.905059159614503,21.02346915108817,-0.3376448358796222,-0.3084839154039381,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0369035340577308,22.858529006125444,17.758645862627635,0.3754055856969995,0.3734216160918084,0.0,-0.0016230624563589,25.651971624674967,19.78856779659496,0.4290082272869646,0.4411000763941939,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0484893742701633,23.12599947294376,18.042029019708504,0.2668930853335075,0.2683502887711679,1.0,-0.0361904313275296,25.012319769005945,18.23980575561524,0.4055762232232285,0.4111625038544557,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0931447159222267,24.613102405376026,18.540069965503832,0.0391582264216179,0.1074655184818809,2.0,-0.1244982910599887,23.258559248497274,17.229684207313937,-0.0202945067732599,-0.0553539019963702,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0163357753684711,23.846447397844543,18.67526770000809,0.0275041548510764,0.0184590317702384,3.0,-0.0311826922205022,19.815532629566373,15.202579987624594,0.0963803120978497,0.1167487684729063,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0702642165038887,24.83978177992684,18.879728481408325,0.208061619237444,0.1922902324238763,0.0,-0.0392107667455048,21.19655008110904,16.34687275441488,0.403763492377332,0.405186451483344,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0400345294436672,23.07936626202233,17.693820063437187,0.3292090112208544,0.315480770659134,3.0,-0.203380844070147,26.53448010861544,19.740334332440355,0.1053089361711957,0.0943966876449021,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0045573694312119,22.36443177938253,17.947138259152332,0.0727345523744327,0.063427928909139,1.0,-0.0118699317439534,27.298824984180005,21.494693445058967,0.2274476048471947,0.1052361642813953,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0507678048108986,24.54165242738608,18.658143026483884,0.3349059620162808,0.3426927504420767,2.0,-0.0001472821852839,17.73380686057495,15.386380106608073,-0.1291761516841491,-0.1103309991453801,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0377677779105178,23.683851538706907,18.440686540391702,0.3998048874720643,0.3980556370138086,4.0,-0.1218903958949231,23.82233558064661,17.253322700366642,0.4572298700984004,0.4636530276259404,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0568907473318875,22.91636383172273,17.64471214736717,-0.0411157442472149,0.0141899188789078,4.0,-0.2079797442020259,26.90147043798822,19.337896332917385,-0.2863226295394761,-0.3170252911818612,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0543904999902438,23.97394718058016,18.034347335460573,0.0245489428737755,0.0593155670366006,2.0,-0.04061247468223,22.95262234524281,18.198727446056548,-0.0469598738834116,-0.0498997923878145,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0300421855516062,23.133504816531826,17.9470482865425,0.0108818464938629,0.0148555607613784,3.0,-0.1119396223110271,24.99185678083421,18.54471764937692,0.0576236182272535,0.0872648781991982,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0578985149436177,23.968392011743337,18.340879129682264,0.0747714340451647,0.0222749219345044,0.0,-0.0280282646807272,22.71195617318517,17.40811551607572,0.1944241603820376,0.234696491078289,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0632934834003164,24.67889804825325,18.61280436235316,-0.1570755889810947,-0.1574447124043157,1.0,-0.009150284694932,20.66411776721636,16.824220720018662,-0.0492781777830517,-0.018729279890634,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0390411130589454,24.16939001850295,18.34545350197034,0.0317389981331414,-0.0089051125055285,3.0,-0.0163808807420147,20.1707767284392,17.038327929178877,-0.0756731747764828,-0.0469967214399874,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0418784379570715,24.538136690973605,18.691871423936423,0.0973365694223122,0.1117490258649112,4.0,-0.0005719458205799,20.417684100774785,16.857512861348816,-0.1220310353157336,-0.1456499697695778,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0784445999444631,24.80978690330095,19.12570991088868,0.3252011412199462,0.3301660989303409,2.0,-0.0048469618282727,20.503590629562897,16.23111589574102,0.3258691963950269,0.3097153310006042,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0582968646714403,23.63574865988191,17.760673686133494,0.2489710937678178,0.2257407935154751,1.0,-0.0004580060134791,22.969655713416827,19.11969632784525,0.0847984796516913,0.1019355492988926,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0576294829214483,22.3990677096962,17.270861299302844,0.1767417232258641,0.2122669789254286,0.0,-0.2359692379476614,28.70961672154463,20.698729101816813,0.1136272167425951,0.1052032158069925,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0477055052178234,22.924371914385844,17.57182990809849,0.2961814742044973,0.2404739022479649,1.0,-0.0286968257062403,25.162747995504727,19.48876740382268,0.3492484148337418,0.382318413781566,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0415755962057893,23.549383713548306,17.86168823897473,0.1499969240806452,0.1479602334012352,2.0,-0.371831167174931,25.43079401753464,19.35746105851798,0.0440951664475929,-0.0374384236453201,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0406176084767824,23.82884195018492,18.03994236611032,0.3326112626383521,0.3608061472570531,0.0,-0.000177890262722,21.75429783133195,18.388775319186127,-0.0034118372898782,0.0641296687808315,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0323262116029223,23.25731428433633,17.97996561167191,-0.1263824591185491,-0.1308807806661957,4.0,-0.1562633476250188,25.00709754204227,18.44471129353841,-0.0716855601135839,-0.0805006587615283,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.059917026844293,24.01288264030356,18.292978906631472,0.04014368080442,0.0199569673421855,3.0,-0.0668198930877288,23.315501514572528,17.677929494380955,0.16959083958926,0.1482388763704764,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0976356423853916,25.28735623018633,18.873755101149644,0.2519995752753811,0.3078668138344915,2.0,-0.0139335359173446,20.799378755499376,16.687756221605383,0.1752771670171933,0.2258559592625373,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0679034695541314,24.681232515697147,18.7724459579364,0.1922492900244826,0.1984578533390851,4.0,-3.2029317442727745e-07,19.47039175773435,15.868145528157552,-0.0250213019908644,0.0617564748378258,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0593376859307155,24.221024362756847,18.425294625418523,0.1711943644244696,0.1875367212435513,3.0,-0.0045599517812502,20.19616240598055,16.779082713880037,0.1699885253732237,0.1472923770190285,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0523680213256796,23.60122835846229,17.89069810019599,0.0532929864736276,0.052986461717163,1.0,-0.0591238760988235,23.96240155012239,18.6808211739858,0.2425518943027738,0.1714130689079398,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0514430443510705,24.19874927264616,18.55766126751077,0.14455006734315,0.1406567413918718,0.0,-0.1492602638232365,22.77027685509972,16.64147088882771,0.3781115724706348,0.3341911301645471,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0241681910653512,21.48920471686744,16.767045084979085,0.034236947783309,0.0012984236600049,2.0,-0.3907955570285391,30.698014290500016,22.54906395305287,0.0056885694666796,0.069208542000057,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.005579099588953,23.03299364347671,18.1102002126728,0.1769734915733586,0.1866343387710343,1.0,-0.0208678131157502,23.546946820643686,20.344341772460936,0.2323990644435099,0.1976923076923076,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.2839260583225291,25.317463588910368,18.595846952328014,-0.0278427290804581,-0.0756236060000034,0.0,-0.5749739671380225,29.847560322029768,20.81080741989781,0.2337693656390121,0.261554842018263,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0573446995814062,23.873511249857305,18.55089294539557,0.1434541492720359,0.1289608240504067,4.0,-0.0547365518255416,23.261278917142512,16.699249744415283,0.3486906724501598,0.3207859528415596,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0382353459359161,23.166442295349874,17.91399516275484,0.0899974577272789,0.0679477156191179,3.0,-0.0100486834700297,24.18176426758725,18.73687443940536,0.013913666920964,-0.0053657333270917,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0318064078660458,23.24500265515089,17.860449139671605,0.2192207898102912,0.2643637007576817,0.0,-0.1159303185264624,24.638540405191268,18.65559394142845,0.2049799792387808,0.1238076450629388,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0644319068791876,24.564351469679423,18.58734722690728,0.2734960564458695,0.2704518421256952,1.0,-0.003712892888688,21.094355366576178,17.038505446637267,0.0467848549578846,0.0384294911142168,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.05262369911819,23.357441139935457,17.869110869316206,-0.0167563761663652,-0.048626778984579,2.0,-0.2880315153234818,26.325202716224712,18.917897494772205,-0.0937748206667361,-0.0661524346875164,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0052269210147561,23.15183841708227,18.16158632823399,0.1164230492808125,0.0706277390368288,3.0,-0.1549741694306039,23.66556222656565,18.386257394154867,0.1094488325594943,0.0065632473810736,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0403247411420346,21.672140937266143,16.70816289738246,0.2296778544442937,0.2001046273284832,4.0,-0.3878211611887883,30.08248820090115,22.058745252169096,0.3075089294500914,0.3656787018233765,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.03779404193859,23.881470113950897,18.4484280318734,-0.1452482979798895,-0.1286566206173383,2.0,-0.0417621674273858,21.66410446409003,16.398885710745148,-0.3222841954455546,-0.3288770053475936,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0392693932308123,24.43960450403525,18.78744300353221,0.1698197886718097,0.1487076186803391,4.0,-0.0042813400494485,17.95671474855452,15.247614440917964,0.0623039026777176,0.0442728442728442,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0449560848796231,24.35922763026067,18.965310213065443,0.1975352983632578,0.1861496360925926,1.0,-0.1032071544902812,16.75249765804586,13.62646244812012,0.2022968628569468,0.1274749721913236,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0358825621261476,24.14241593736971,18.326818148456045,0.017304652425413,0.0342219957253326,0.0,-0.087785542307317,20.62383190046833,17.002615791769593,-0.2405310246240994,-0.1920550038197097,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0398324058186878,23.162284604940453,17.96721808397133,0.1093186128362472,0.0749297691897933,3.0,-0.0204624220706139,24.060807334339007,18.396251283239145,-0.2045646020474601,-0.2500297465811655,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.054389809616284,23.951522186137414,18.14895038012392,0.2994936893731811,0.260599177182451,0.0,-0.0094337303871232,21.62295698944807,17.785968401508946,0.0644955838208815,0.0223971017258917,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0335695806298512,23.052897870310066,17.69350569479806,0.1564386527009257,0.1487086300172991,3.0,-0.2904578619205935,26.20249099973412,19.174585726811337,0.0597116853816621,0.0768508251323161,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0476979598031543,22.968488064336466,17.723195272096444,0.2652658554384551,0.2619523678519928,1.0,-0.0230826377554613,25.06259028442095,19.14593137512207,-0.0003660230898667,-0.1883991925630879,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0553915882456703,23.75079757109176,18.48449266756498,0.3793096294628358,0.4150887235914737,2.0,-0.0012379200802135,22.68247666495862,17.331232848628876,0.4121910796437285,0.4337762205072642,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0595491974126716,24.329558498794373,18.593988229751584,0.2856760999781524,0.2707475380176142,4.0,-0.0399932476153495,20.37883474189212,15.559241924285889,0.2843611417238354,0.2656522238135904,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0689479480920554,23.71054087295483,17.955158322652178,-0.0742715930783075,-0.0712906152312559,3.0,-0.0149885382420806,22.501788116973632,18.71958424038357,0.5101755247619535,0.5188570000505572,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0540457479601161,24.07132424151743,18.30716743469238,0.1481134155879308,0.1507685053682076,1.0,-0.0503222379302508,22.04281565936186,17.20052216780813,-0.2034507479192066,-0.215012583433636,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0383879138559006,24.24075288260607,18.28222631253694,0.1927881288338025,0.2264136114025225,2.0,-0.0058055390527931,20.00685365381676,17.451137977600098,-0.0456731694975174,-0.0166987194705023,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0451375090749404,23.46756529434666,18.01928954760233,0.1382352475405532,0.1352408779083259,4.0,-0.0075073908416689,23.39425682155468,18.35730634689332,0.0269260443567989,0.0595977963147262,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0221955094796633,21.48761437930501,16.53237073340783,-0.0133378144160609,0.017412785855137,0.0,-0.3975062072187962,28.956800803083382,21.489397583007808,0.2252093404275448,0.2368139409160156,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0547732753729812,23.1699125989161,17.65009383301635,0.1317759213488813,0.1253843933835675,1.0,-0.0253703850228499,24.801998046227737,19.374050750732422,0.1000401108129201,0.0763826088952515,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0478305113630488,23.520085340513297,17.997121638083943,0.148301552501444,0.1342229051279805,3.0,-0.1380530047405725,24.736965951325875,18.38583522542317,-0.1312043807777995,-0.1212362072755693,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.3638084222582831,26.014397631309865,19.09670687866211,0.0092350580114729,-0.0059322837214277,4.0,-0.4116022582138376,28.71725267782277,19.961139774074805,0.0785063581600794,0.0369666599525808,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0331854985257555,23.173205864516778,18.021110011100767,0.0273923009426801,0.0175203877692194,0.0,-0.0401172404976888,24.898845512453686,18.497994837760928,0.0948844034283323,0.1946432666203826,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0566995075492275,23.478660024616136,17.933716708305187,-0.1376225948951236,-0.1461453489239006,2.0,-0.0740986446297637,24.445944928793867,18.43654557567531,-0.2747721054933318,-0.1983724134583589,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0524369593869475,23.73021194698737,17.997492671684928,0.1367203768923311,0.1343974895592203,0.0,-0.0001295352592536,22.446714055507133,18.47311172840207,-0.127067646793389,-0.0807188432636291,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0020822389081891,23.72543098924143,18.96679929526456,0.2783295391958681,0.2506463541170093,3.0,-0.0027533561399897,18.51986465883556,15.02505230830266,0.3505894444321175,0.269059829059829,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0221359990125147,21.82324891054919,16.91167880354256,0.177241966953994,0.1662182455881143,2.0,-0.2675224604762636,28.952951611344684,21.71368195229388,0.0565609855243641,0.0172294172062904,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0397221768336368,23.172167222582328,18.11009496588456,0.2140414158026906,0.2216364626414288,1.0,-0.0315516880845025,24.22243401561396,18.065612456758146,0.0613765322232112,0.0702523415086902,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0436723854682392,22.850798212728943,17.506785886507508,-0.0530574291404703,-0.0398627077230879,4.0,-0.1265377992703369,26.19965499816548,19.69724351172353,-0.2019620397745872,-0.2917647058823529,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0643779777056521,23.836411517534216,17.984531091543342,0.1640524220376866,0.1158607764167628,3.0,-0.0137051333770217,21.8209669543018,18.60218241373698,-0.0607553292721146,-0.2307345885491985,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0793466351395599,23.8051607563402,18.093460601593232,0.07836477615545,0.0954050990681346,4.0,-0.0367044646742107,23.91375220507578,18.07293171162508,0.0720945020136768,-0.0037761845534752,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0542609128047164,22.59394657037526,17.516693383697277,0.0151286341273527,0.0172218744728814,0.0,-0.1618233876966588,26.939568380065985,19.42823942798679,0.3181821925294287,0.3180370101349476,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0353059349717661,22.853474238786266,17.594261277688513,0.1054750344508245,0.1367665425701783,1.0,-0.1252226174384645,26.2237136992764,19.749670996232467,0.3522860023716263,0.3131740395669442,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0367443689087809,23.34004889315364,17.506959018572,0.2724661114188847,0.2516863078398636,2.0,-0.0373476537194792,23.93209357107377,19.729349335315177,0.1371173948724219,0.1964653476964951,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0252681386903519,23.362045112600573,18.121471353825303,-0.0668134233045323,-0.0587187498585062,3.0,-0.0320588161565671,23.455837940023493,18.111966829521712,0.0525569556627682,0.0027939288760467,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-3.929547034497993e-05,23.72717634423073,19.32284441094649,0.1824946847365184,0.1891909901611151,4.0,-0.0257280521558638,20.497063495377493,16.54823798370361,0.177346587905587,0.1281425891181988,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.000502670914168,21.643075840515426,17.371081980191747,0.1361516218108088,0.1179708775153321,2.0,-0.1557382182514386,29.002520579731154,21.79789824591743,0.2242284898741063,0.2453182320544198,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0025839241617235,22.381042769111485,17.8486846903882,0.0795784652209712,0.0837937678004191,1.0,-0.2088997076022678,26.560192629106947,19.31920039641551,0.1440347511895898,0.142914979757085,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0001801197639783,23.338224183624856,18.573589285873783,0.2127591729227943,0.2055745431915347,0.0,-0.0291648844977578,21.48565412012433,18.94354391915457,0.177946423770662,-0.0738916256157635,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0086855319080061,23.26738629701872,18.24555408763885,0.3143489717808212,0.3118998121624092,1.0,-0.0348135278822432,22.268534760669176,19.121074500083925,0.0091000641957061,-0.0408315901323978,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0091864112951878,23.093439683120067,18.20443030883789,0.117590323684281,0.1127348267965361,0.0,-0.0564711502897528,23.73298122181913,18.011883786329577,-0.1274448867641615,-0.0914878776662678,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0008174649277992,22.67065221059577,18.12578587048674,0.1459447209869957,0.1451149079254601,2.0,-0.0012834803578753,24.327754515471867,19.825353221064027,0.1888378365134902,0.0625481925566324,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0032522706991662,23.59912771952538,18.917606966306835,-0.107594804981556,-0.0786044885663438,4.0,-0.015302034501154,21.652075669868832,17.555208498396965,0.0547921979921192,0.0012095311060913,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0163451689413289,22.985698909576097,17.94431306174949,0.0818492864070239,0.0941547559451589,3.0,-0.0001148617136066,23.615470500685813,18.915129568534983,0.1265218367675542,0.0865659296389308,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0032176990935885,22.99677097773898,18.08626566886901,-0.1255745368346248,-0.121441538878634,4.0,-5.539434435952728e-05,23.287134463677926,19.12252151489258,-0.1079026662048088,-0.1193681318681318,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0232591723877086,22.967362744076723,17.428505056991057,0.0593945322400686,0.07844629897595,1.0,-0.1703733952101367,25.553377412977223,20.25022572496202,0.0896678230395862,0.0519121183456296,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-3.735923245207218e-05,22.368160301278863,18.006072960723216,0.0891317679060871,0.1127869189427809,2.0,-0.0091898348048788,24.857702340136854,19.766637489750696,0.0598794572780108,0.0537816481212707,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.016931710301415,23.74368995484852,18.371774601848585,-0.1825613174282018,-0.1584484625461838,3.0,-0.0025858740603519,20.183760815885687,17.053217484046673,0.1522033101494934,0.225615763546798,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0161798979998577,23.89158447814404,18.499590290210865,0.0980902677279845,0.0695104335515094,0.0,-8.42128976903389e-05,19.19268107524672,16.49779505411784,0.1346124481935456,0.0941045606229143,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0601532500593435,23.155193488017723,17.753052758526948,0.1501116600181569,0.1142834974968541,1.0,-0.1787793231535266,27.87085725364433,20.003311267721248,0.1697725516272067,0.1037073539089428,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0024308282642386,22.33567585795843,17.688916946411133,0.3216206745367007,0.2702250281437053,0.0,-0.08082828746184,25.493315253227173,19.49179540487436,0.1363621737245566,0.1680754787547262,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0083929026317861,23.498587970146737,18.566724149343127,0.2765699023498409,0.2620446726488369,3.0,-0.0425766655028378,22.31474931164597,16.86966494473544,0.1953767613602412,0.1372286452878718,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0164694676077279,22.595063608347328,17.632234249350464,0.1014196897758835,0.1715038204039704,2.0,-0.303825515429085,27.98455856679164,20.59471896870931,-0.0316378816725076,-0.0351579892994345,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0153417896108563,23.25065858399536,18.351536756791408,0.0451746836808759,0.0490311920195997,4.0,-0.0494939772321436,23.55945288606492,17.135902057994496,0.0495415881579421,0.0038442253587267,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.000161005542884,23.2934603902938,18.61659191259601,0.0299753447944715,0.0268413462853635,3.0,-0.0017885181079611,22.309259926568004,18.498971114047738,0.2332974625620094,0.2186650558743582,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0038773581145132,23.833403293323,18.601181260825943,0.0752749469047656,0.05875400348965,0.0,-0.0146497099587263,21.08341920120881,18.33329630903765,-0.1371067777232838,-0.1565380524326118,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0125071703898131,23.801036059759333,18.669763737777988,-0.0069406126660212,-0.0044308265264921,4.0,-0.031394700253871,19.021864357206752,16.15167946124899,0.1591984263986662,0.1660303005573099,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0002580298461518,23.65594564219145,19.38039696533204,0.0050123811346241,-0.0059385743120842,1.0,-0.0074135988614971,21.96796921728785,17.320485648539528,-0.1360632406436014,-0.084764194714438,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0068164530478951,22.976271635702204,17.970443617502852,-0.0220393806763181,0.0507439172411239,2.0,-0.1098955483295596,24.306726113254843,18.64204900105794,-0.0866080203834314,-0.1062801933932824,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.000370792233628,22.32687994699064,17.9474234506819,0.0937298828822967,0.1039081632905909,0.0,-0.0235022897050036,25.323275116409462,19.614230213165285,0.1345596169678091,0.1302424100324572,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0028774658468293,22.40752043879725,17.707704562180336,0.3129496870528032,0.2768504285516788,1.0,-0.0326762316080226,25.06759552248612,19.618648143264483,0.0864140298556074,0.0971637067546784,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-7.072838683885863e-05,22.922236794286587,18.44855995223908,0.137491149420113,0.12762051020505,2.0,-0.0549811225616188,24.20968915414392,20.8090106262207,0.0362730250374859,0.0916796157650031,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0092329100179615,23.136054757883148,18.299500971476235,0.1721769191877146,0.1868058547668469,4.0,-0.093203222342769,22.87116457012765,19.381596102033345,-0.0135346080863015,-0.0161309944667673,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0426899888843232,23.156221555966173,17.43839539093225,0.3309784429010822,0.3102363260354224,3.0,-0.1938208468114264,26.00729666454778,20.21227709282769,-0.1071253011589356,-0.218865625818639,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0029584921297025,21.51105446683488,17.58506133167456,0.1514937686400707,0.1299527481525432,2.0,-0.1709599442844547,27.183804750513257,20.14880064721201,-0.0375673913997054,-0.0693680852685518,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0001695052788865,22.799655455969653,18.20483488443736,-0.1579366353942095,-0.1195273840198111,3.0,-0.0089727592885897,24.03488115703425,19.300616482821376,0.2086323125227804,0.15630725863284,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0019691946761681,23.6153001926226,18.96125482378215,0.2342265463266902,0.1981609243792028,4.0,8.87860203468982e-07,21.723605625417704,17.178491083318537,0.0778959591447022,0.1156732585289419,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0014557238081458,23.384928145539885,18.986627486848484,0.1526249193269108,0.1526643098000819,0.0,-0.0105228352965995,22.28947624714791,17.59413123945756,0.2181748389658946,0.0865816483122147,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0028565722933948,22.651458065383306,18.39273016106592,0.3699227309581246,0.333276456271126,1.0,-0.0007869446936714,24.42454774839393,19.815215175462804,0.0577964435658997,0.001418439716312,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0323259452989925,23.252378462562312,18.054918245913377,0.1314346422212862,0.1655379499889544,4.0,-0.0440593964606343,24.015339443088266,18.20015716815817,-0.2986127748475367,-0.3090363765498713,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0008235411679808,24.021198781522035,19.093106899404884,0.4566209154704559,0.4775898612311506,2.0,-0.0060725635082574,20.789647773759665,17.44775239847474,0.2585178536573335,0.1711279953243717,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0015799388440118,23.227670274412528,18.847087634051288,0.1991296714966148,0.1975858276210218,1.0,-0.002411420596309,22.72219543437065,17.76447877047355,0.1355845065267835,0.1719360225013867,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0266218503549544,23.62727420593844,18.69616876722891,0.1018528338472704,0.0833982414319841,0.0,-0.3082728928014053,20.58000639017453,16.74621345520019,-0.0950161969214882,-0.1303484107579462,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.000587468209855,23.179207515293164,18.4215349624941,0.2270166660260264,0.2372030042300811,3.0,-0.056810012097866,22.97980071681317,17.904185673913293,0.2055256976478927,0.1428571428571428,3.0
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nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0562241080998362,23.506658701460097,17.799115230705162,-0.0323416355317141,0.0018878702435559,1.0,-0.0007540236114726,23.369703845065512,19.492490090762864,0.2945248332106195,0.333231474407945,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0384709325025667,23.583939319977905,18.522755129945043,0.06751174318075,0.067668234498745,4.0,-7.476424627017586e-05,22.46812941397644,16.56363356370192,-0.2512062535152549,-0.2923076923076923,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0644913966932816,24.626746717191377,18.554564752197265,0.117085081406142,0.1600626547649787,1.0,-0.0381488031845143,20.27594576305336,16.42271187191918,-0.1296016185154266,-0.1753717748684108,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0522529935819777,23.56298357911644,17.99386936329029,0.1770825774763915,0.2100629135666768,0.0,-0.0335038517310295,23.69947216314532,18.31672982466848,0.0991196962681882,0.0871523953344571,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0382507759700636,23.522431266684496,17.862379745483402,0.1299229662877772,0.1278558382247036,2.0,-0.1629069132676173,24.420397596999944,19.217275524139403,0.0927805494572664,0.0836083664575482,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0819151586756405,24.30312989132783,18.47032435904304,0.1702471839424366,0.2092425701809191,3.0,-0.000654138596299,21.6919770229326,17.089948445446087,0.1957125767734403,0.2068743074038291,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0482274314509043,22.493662153784623,17.38779818196935,0.2000750482964931,0.2188085480992631,4.0,-0.2863799804925924,27.460724677599053,19.70385099675105,-0.0072747593281056,0.041329268458013,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0343235509788488,22.539190122154967,17.33806304034065,0.1203477057476229,0.1006382135733387,4.0,-0.0520394780066648,26.98246100173837,21.06968173296024,-0.0385855773844389,-0.0761133603238866,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0402104953212802,22.180102893972617,17.22659015293539,0.0287653708445128,0.0498553193497088,3.0,-0.3013644608329624,28.38714389268962,20.36337164861505,0.1889874872847866,0.2463203463203463,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0412085611535613,22.958863784694824,17.708983123567368,-0.1128585452031948,-0.1064254990424391,0.0,-0.026823570495208,25.05216443759792,19.26225350379944,-0.1030063470126734,-0.1402051783097215,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0414957984006798,23.386074104178032,17.873406582423616,-0.0514890273947381,-0.0202511217824498,2.0,-0.060200865073464,24.18376813907925,18.67217796032245,-0.0657746188133018,-0.0144293368350655,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0319761882314206,21.63190048889176,16.84004763609611,-0.0649298186724415,-0.0448716204575822,1.0,-0.4700950872017559,31.125055116906545,22.54070541381836,0.1502431719869777,0.1472420433714469,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0597110159451022,24.79022682119766,19.0549191495798,0.1025056046013251,0.1083830462647276,4.0,-0.0110703246199004,19.338410601753388,15.8108525501598,-0.0947475414375765,-0.1331384239926452,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0487419009032474,24.14792066149392,18.34018370762768,0.097205902366156,0.0829110689814019,2.0,-0.0079118800937265,20.402670741872942,17.379153765301375,0.1370073730348296,0.1821821170984591,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0572053532614289,23.236205355197587,17.549588933557896,0.056646487568359,0.0619520279810311,1.0,-0.1552609940271485,25.96673393895677,19.69250356557418,-0.1003317412283378,-0.1316998640194264,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.064189230983048,24.410687007746105,18.446859237898643,0.2230352467004693,0.2105291833460445,3.0,-0.0545829352929829,22.23067669235505,17.25964228136786,0.2634430407653838,0.1603300701384,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0524090483756884,24.635885396561623,18.71543678987111,0.1053294392328966,0.1019290620962789,0.0,-0.0070049020451716,20.062445817957464,16.384571853338507,-0.103663686041816,-0.0719154295370831,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0185226125688677,22.20813812589262,17.174607308029284,-0.0766847698809914,-0.0193587675803715,3.0,-0.1053804438112737,26.71956383771032,20.653725502163752,-0.2381014641204345,-0.2276018099547511,3.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0287932402432633,23.24016556500849,18.18255001196125,0.0940468157373545,0.0793075238941763,0.0,-0.0512762757202633,24.19950211540063,17.8240183630655,0.0689053289343278,0.0848686197523406,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0368457582208507,23.57153376503112,17.89415694001433,0.0712711509238209,0.0720609121883848,2.0,-0.0944941447982112,23.71714373197868,18.882237492611534,0.0252382604504153,-0.0351241930189298,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0419895645805619,24.365156573151843,18.333591507576607,-0.0462899372913964,-0.0447720169805555,4.0,-0.017763613575972,20.26861762015553,17.30762687336315,-0.0119333906288655,0.0954931463998894,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0419937761216695,24.076884938385167,18.190126242441675,0.1628693858106461,0.1718588827773163,1.0,-0.003175935206312,20.76168756259116,17.956944122314454,-0.1868450287076925,-0.1533765032377428,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0374857811298499,23.04579352946743,17.801176104008757,-0.0057254898472313,-0.0148243550973463,4.0,-0.1389055416777551,25.94943521868872,19.14543101240949,0.2658228085835305,0.3448035556249573,4.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0446230215872562,21.933586067874987,16.90564492727964,0.1085930420428298,0.042073218776215,0.0,-0.2815192071566943,28.50461550156383,20.82408439511158,0.1493863866060334,0.1088134969180041,0.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.042326510912575,21.46878876813708,16.61927774199357,0.0558690983756585,0.0838102373774858,1.0,-0.5075725878221888,31.14770737234327,22.6182737642176,0.2446943716349527,0.2773881173933677,1.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0334996615899019,22.19854036650916,17.15327230978332,0.1475428010319848,0.1278320763663492,2.0,-0.3161839657687264,29.110080970470577,21.34680145263672,0.0211372514462781,-0.0663721826274368,2.0
nucleobase,immune_modulation_TLR8,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0456435609607597,23.377630211479588,17.70017858224322,0.1198064000066898,0.1227777902317308,3.0,-0.0079803685611397,23.49258674252373,18.952479429699125,0.0937389738925429,0.1050585058581507,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0046579630723904,1.0165990252905572,0.8575189209637577,0.4280185918175247,0.3780778551369888,4.0,0.0144496899945095,0.9391105318032698,0.773253087790116,0.6453962988836542,0.6326209667188104,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4440661763322818,0.6887644577376753,0.5479282297406879,0.6892628133552718,0.6778361859763257,1.0,0.02772216493269,0.8951505639423082,0.7550300330500448,0.5739881633750776,0.4998487776183618,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0140950438377815,1.0065637452212326,0.8552485403647789,0.5617843339095283,0.5261376817035978,3.0,0.0026910282241709,1.0035133863646013,0.8293874566785753,0.578226482033283,0.514998116949276,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0212356124647732,1.0365532544560008,0.876636850904016,0.595699916717089,0.6000200387364468,2.0,-0.2252358395460405,0.9431922951750916,0.7868614946092879,0.3740104918065266,0.3315445893630466,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.6277459090029303,0.6021296911928521,0.4823676191676747,0.8402166906680012,0.8164039178491339,0.0,0.4035558243963731,0.7788612625925145,0.6099267820308082,0.7248568110489801,0.7039063354852828,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0513539916686408,0.936187970069161,0.7873235468371161,0.5287975199729489,0.5238037599774366,3.0,0.0011934754607798,1.1142399280153197,0.9257608450219984,0.1718100589693005,0.1813923916374172,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0828704226077867,0.9424818518292828,0.7972993439844209,0.6009105411907846,0.5563640714352885,4.0,-0.0268783876655773,1.0381435651413982,0.8326332861444227,0.5742311459642246,0.591722191231533,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4802763917347961,0.6968363168269518,0.5529204764668371,0.7541330114500919,0.726120870416006,1.0,0.4495497918922907,0.8099620174830863,0.6153261934280396,0.8252189048750489,0.8346819720553273,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.405083878267757,0.6850110927943637,0.5552513219799314,0.7102810719091717,0.6849183567364066,0.0,-0.096232493863682,1.114223260898548,0.8908421165668048,0.7794310122013184,0.7506670381887346,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0094022018100833,0.9908908942701108,0.8228260051751439,0.4324021097064278,0.4601985455812261,2.0,-0.0499706870289318,1.0252963275266145,0.8907263371523689,0.3730728782467352,0.3993275874768749,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1612007560813573,0.8888870747458604,0.6859125227928161,0.5894798837873045,0.5897293760474133,1.0,-0.4626100413388803,1.2983276207660936,1.0026275534813225,0.6132505473336102,0.5937800178666464,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.584849912750211,0.6718242167756833,0.5248445988028017,0.7783295516215145,0.7626044795458855,0.0,0.2630933335037844,0.7077655104336235,0.5631518202760946,0.6261175147827462,0.6042251421104649,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5729779227032662,0.6720670860543461,0.5245947161316872,0.7761864167420285,0.7858500981992568,2.0,0.2604246776045057,0.7015680331286624,0.5531356852129101,0.5625276255245335,0.4664522126409672,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0264139195585628,0.9182468106842838,0.7589542425246466,0.3876950312444293,0.324957969298381,3.0,-0.6102249662098536,1.2209184198824117,1.030113034354316,0.0841269774230657,0.0457195560049073,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0330560939121787,0.8952622956215534,0.7341053757667542,0.3241855257922744,0.2711913829603731,4.0,-0.9850417936351274,1.3250472109277749,1.1534502925191608,0.2768093314015657,0.2751104090423129,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5281774010602562,0.707640782227235,0.5706120041030609,0.7493298273777278,0.7334235178492082,2.0,-0.2260117395978951,0.7227395132358666,0.560810860824585,0.4145982299106241,0.4404693291711803,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6793808972812349,0.5719682983262667,0.4624754948264,0.8402545220494579,0.8236211781429789,0.0,0.3129699821679952,0.7028055509529438,0.5875147321612336,0.5982326149728958,0.5623772908124469,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3948661545203076,0.8048124630550797,0.667969649212701,0.74140552470574,0.7273323683735168,3.0,-0.4124955601550066,1.079483366176653,0.8672616166334886,0.3429349339569686,0.3145333493054292,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0191253529450315,0.9543164192397932,0.7999002139688396,0.3152636764181926,0.2807722345682059,4.0,-0.0108341912244493,1.088219852281069,0.9167968712212904,-0.0781066627321029,-0.1345107061975807,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4841208968171788,0.6861824128962267,0.5564744354927376,0.7434823220024092,0.7251866897622714,1.0,0.5304387108945319,0.7691388791127248,0.6650760583255603,0.7969247718645338,0.7836679343988695,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0217836345454631,1.0068915851677709,0.8479159834962454,0.5968116898595419,0.5466268967699002,4.0,0.0085685679529224,0.9054784944850552,0.7564651633847145,0.3076500341991554,0.2619743994025558,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.6670746670269914,0.5903250602204871,0.461051814701106,0.8169285418067561,0.8035764697730625,1.0,-0.0564971885137421,0.7071973472761447,0.5667056766423312,0.3334417336475096,0.3859599700032799,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3471076213909867,0.7177332582790323,0.5966692497941102,0.5988756183389294,0.6007943372830649,3.0,0.1909327778742785,0.9975673096176624,0.7964981276194254,0.7396778150634135,0.7587297470007621,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5708280349654078,0.6632904538036642,0.5175292575685946,0.7837454492178575,0.7730220577981505,2.0,0.264472195483546,0.7269072649579702,0.5340987758532815,0.5324336161829923,0.5612336227095875,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0082074746158002,0.9549125322578969,0.7965365600585937,0.6067431460064965,0.5864592801485308,0.0,0.0019670707140583,1.0954664922721558,0.924051441728023,0.6380078921711045,0.6631230972640364,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6151595769208494,0.6297224421095796,0.4797601908100538,0.7863685982357653,0.7637390282909451,0.0,0.1805636610877732,0.882085694166813,0.688075464544162,0.4582977265109047,0.4508837263322148,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6466051155476353,0.6022460182824193,0.4711306998779723,0.8224420650912757,0.8112959762559602,2.0,0.3377517490410668,0.7146667221126407,0.5466337851115636,0.6598897038423251,0.584753549325177,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5805412633851117,0.6677821632079913,0.513420221353668,0.7961375953255361,0.7767403450392251,4.0,-0.1225066512276065,0.8267297761896808,0.685617360090598,0.5508063641260832,0.5303705312192948,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6376158733070127,0.5992401289370328,0.4887656181762959,0.8494910943114076,0.8265145855319471,1.0,0.6847720873899765,0.5732403073487647,0.449927019210572,0.839179971892164,0.8226655116382384,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5375452287059965,0.6732179242774207,0.5460830376466115,0.7746314669179428,0.7451636135601394,3.0,0.5955451749592999,0.6385038464793963,0.4775104704357329,0.8001683117978845,0.7746849809851284,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.085215623447874,1.0591200601903137,0.8815381424897795,0.4783266747638484,0.5005523863810237,2.0,-0.2516818607578344,1.0333629160049085,0.901636821474348,0.4639454924825916,0.4251593565880048,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3807423942828142,0.730716975632853,0.5937557270887087,0.6794758185247,0.6538103191825911,3.0,0.4951515447135849,0.7470706942486831,0.5741381512947802,0.8128601942501397,0.8525925356322844,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3865379886185566,0.7921758161178714,0.6564642361121449,0.7201684224212206,0.7244024672017618,4.0,-0.9430841550002969,1.0079850030305697,0.8407485445686009,0.3512723199908927,0.3815796716935959,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.6446581120773276,0.60305788019453,0.4680582634210586,0.8227952789967398,0.8196639666001697,1.0,0.478303737397074,0.6592638118419997,0.5501563794910909,0.7158640222399397,0.6726556308985943,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5550155583781974,0.6547993405975328,0.5060204880095239,0.7574906611560417,0.7183990248611655,0.0,0.4124294692452119,0.7302279797101285,0.5954779515595272,0.6481285896449349,0.6197720421708152,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0746611653323194,1.0017359247327435,0.830585790525937,0.5709741868110313,0.5831312257180941,3.0,-0.257719570274471,0.8584125035057338,0.7534395786360197,0.3997956895503735,0.4293051574475758,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6916692447238169,0.5615068464463918,0.4405342991440384,0.8318354871775842,0.8196613367758991,4.0,0.2449773982945365,0.7977164284240881,0.581654143835369,0.6377495241814553,0.6139185196182739,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0133843454433755,0.9905372476632356,0.8287780751122368,0.4472452272383691,0.4000556074281757,1.0,0.0337261274996177,1.0155841376941976,0.8649201960312692,0.6529821128232768,0.5942371920614277,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0294637425442914,0.9476011031383323,0.7770402504946734,0.5176479204451934,0.5281345301057206,0.0,-0.1488011711078989,1.1385168190853348,0.9673899529197,0.695926095614086,0.7133443748041922,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0431156415192861,0.9204258099743456,0.7528999355219412,0.553858891358882,0.5064166020366478,2.0,-0.0640435145905689,1.1297650767379557,0.9778374133286654,0.6178300266506931,0.6265772137296592,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.2083433692203515,1.1770942702952354,0.9618502610124,0.5546704961979333,0.6258885434551771,1.0,-1.953029162512335,1.2751296992030732,1.1180583243736857,0.1723798321847081,0.2065544042947266,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5815265749785781,0.639079717273411,0.4943734822341865,0.7654889849961661,0.7445569423355528,4.0,0.5675694287517832,0.6817575169303364,0.5042531716598655,0.7734931209985565,0.797048284275747,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5824844363911137,0.6246872408608569,0.4867571581422892,0.7807010128275043,0.743203612075302,3.0,0.6657609554531025,0.640989065713369,0.498573662501115,0.876319876484313,0.8724438324199051,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4172023477286957,0.7688359777049403,0.6442978723232563,0.7244040570970165,0.6883811766627085,2.0,0.2780614321315666,0.8184097202025444,0.6319998148948914,0.5640768421006348,0.5880901149675908,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0084929528929283,0.9543323190657024,0.7890542076693641,0.5306037816322517,0.4657126555439794,0.0,-0.1342903934691153,1.1148928798446422,0.952717161377271,0.6455876600676612,0.60708373114792,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4258666180950352,0.6913074540858531,0.5339879953408543,0.6868323589649572,0.6564927423685677,2.0,-0.5733656696370446,1.076577954793206,0.9292541611895844,0.511250818660995,0.5532467532467532,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3924204871134545,0.7529405942521867,0.6180448232534278,0.7549215510130141,0.7167104865011328,1.0,0.2518525770766631,0.930105713236125,0.702806905879349,0.7915860075364272,0.8066158103572241,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0159630992804614,1.0042458894437705,0.8322028068874193,0.4220570427078524,0.4640709647288905,3.0,-0.4416284089163154,1.0293909729977764,0.9038452086625276,0.1741508969483053,0.13323167886673,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.016345468282076,0.9880469410105974,0.798087129430706,0.4865389696259721,0.4890091575498749,0.0,-0.5837493778732317,1.1925626566233862,0.9767998887168036,0.2438601351239809,0.2764050920441764,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5430536590830202,0.6797660487344067,0.5365276525445181,0.7580422929027625,0.7557254857128152,4.0,0.4490633021429159,0.7348098112174491,0.5797275542176287,0.6828150324556942,0.5989637990431663,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0196603604626494,0.9745434348968002,0.8136630804538726,0.5141877783778865,0.4837592303223456,1.0,0.0019822697743937,1.071755900188865,0.9017063730955124,0.629857858624536,0.6578682091602068,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5321246224916498,0.6307828385107453,0.5011646495616601,0.7451346374827803,0.7202786488246863,3.0,0.5222874751254215,0.7412827834184039,0.5830549424627552,0.7282264789779127,0.7117525549317608,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5988802667435629,0.6265429090755733,0.4995860163942515,0.7846810945862821,0.7514414062558172,2.0,0.5676634401443961,0.6801298415848166,0.5294934115319881,0.758486215904838,0.72117730199421,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4354037195060013,0.7780608326565331,0.6443675685436167,0.7494797099186579,0.7555098428111005,4.0,-0.7356973615320952,0.9246191494498874,0.7365169070748722,0.3476472478624384,0.3491345197137302,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4534837180087828,0.729325160812125,0.5806922333581107,0.6737362242083524,0.6861137586703029,0.0,0.4372337091555874,0.7474135900720091,0.5829949001262063,0.7213428587241307,0.7312028193119354,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.562731423391204,0.6671373498930313,0.5144215569957611,0.7816829086724044,0.7626082331100981,0.0,0.3560684533925791,0.748061926368432,0.6194376174823657,0.6323752275422426,0.6341810521770762,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5950142497614315,0.6150567613567621,0.4746071470183814,0.7764163649726115,0.7225883932326741,1.0,0.5956115420873072,0.6528058945953849,0.5069208515522091,0.7805489796956284,0.7876911509848831,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5902557857900238,0.6765116166275924,0.5295734297027883,0.7773921696599835,0.7734426107122787,3.0,0.3316625056379961,0.6471189456814876,0.4973218967801049,0.6308131004758442,0.5649648366823768,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.540096829440615,0.6701458007498626,0.5316376064287736,0.7369141993063932,0.6997079528621544,2.0,0.4729645933416346,0.7339207762944597,0.5586483609399131,0.6911261898019829,0.7258174150421969,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3486267359729934,0.763929793805479,0.6007497473385023,0.5968265221514892,0.5891602787460747,4.0,-0.1283319867818966,1.1090415612780036,0.8838368618929828,0.5655444495983071,0.5925431809963551,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0022348918262057,1.0393810367129206,0.8658843290272044,0.5711291563216105,0.55719585316578,1.0,-0.4744661804453363,1.008169646442581,0.8673458995490239,0.1703481783063938,0.1006583404274514,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0154327317320309,1.0416223455377276,0.872176787942872,0.5506323480776019,0.5580003196657348,0.0,-0.4867512911159231,0.9291906685733656,0.7994599946878723,0.2908371070557327,0.3239957347477846,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0217919149902486,1.000603095940514,0.8406817352268058,0.5422119781908761,0.5371832505080512,2.0,-0.2021127048258069,1.0209142015861488,0.8663030857086181,0.6048651981806908,0.5526233681323872,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4773000917633277,0.7377444795164789,0.6086735589607902,0.7464660839536119,0.7440932302647166,3.0,-0.3420329265339796,0.924842843142023,0.7462754182462338,0.4360438262548767,0.4394167560219734,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0028294825020213,1.0002840930848764,0.8445406670203576,0.4999420239041243,0.505121104182583,4.0,-0.0835946615797806,1.034844481741048,0.8673574839868854,-0.0868493649537422,-0.1454458464294525,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0154283048398782,1.0300215044155303,0.869914799863642,0.5341335883936946,0.5521238400863895,2.0,-0.1341342152486822,1.0259134521622968,0.8602779990870778,0.358983814850143,0.3514576956376289,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4619583753053363,0.7664030090997384,0.5903962680901567,0.813256570393967,0.7832946755769571,3.0,0.0324634066337116,0.7894277790180441,0.6113403261744458,0.577532261825036,0.577350120913911,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5589440398643577,0.6735750899601045,0.5694284761609055,0.7479658356193161,0.7459892232420273,1.0,0.3346489101744516,0.7916267529712246,0.5917340606542734,0.6616429629833256,0.7234321591958256,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6028681986337531,0.6356488657557823,0.5076535469454687,0.8023715971488181,0.7815678786018795,4.0,0.3286623764048622,0.8025640518371668,0.637772232727571,0.6796494879579358,0.6313081540028083,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.581518259186774,0.6339048335960341,0.4981486785250741,0.765811064009844,0.7193845116779362,0.0,0.4081879410808925,0.7405500542288781,0.5828608496622606,0.6754310365737966,0.6578335346522735,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6474692575251602,0.6363268155303363,0.4668297481003092,0.8217146383859855,0.8117396795144423,2.0,0.0257110520384766,0.7774713644496856,0.6418671614959321,0.4721286282790787,0.421399128109789,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0350844080202006,1.0163077403806011,0.8463254827648015,0.5551110707571418,0.5320348477272089,0.0,-0.7415297714015874,1.1814236919823329,1.0197834293465866,0.514650453679914,0.2974555443636043,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0267056926095717,0.9510348281380152,0.7891084707503351,0.5385834968989569,0.4439893379103359,1.0,-0.1070090469924203,1.0957512825591444,0.9372241352879724,0.5271830592165172,0.5003209125021577,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4143520028345615,0.7747029681078916,0.6092983164389929,0.7346823065582868,0.7198068890145293,3.0,-0.6362505325208301,0.95446057179801,0.7812953875462213,0.2492732794715211,0.3274624995871906,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2571415911287492,0.8625900538011891,0.7103915415410921,0.677123110543417,0.666548513356736,4.0,-0.0030389361767186,0.939737581453219,0.803299530836252,0.6838294571373176,0.6325348657788263,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1438574894894672,0.9000808991109268,0.7190894418762576,0.6242907174036427,0.6042626588940945,3.0,0.0206804693731698,1.0408331584339998,0.8435038627596461,0.4744684585090464,0.4204428338271043,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5619269187487628,0.6627077287498522,0.5202592211559012,0.7717684972682689,0.7744726940606784,4.0,0.133331792012741,0.9351498507056756,0.7483569546721199,0.4760241212217914,0.4463316664830563,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.564182927222928,0.6913250716127981,0.5329408699995393,0.7838723200786362,0.7657248653154037,0.0,-0.2713780474796252,0.8057783552211064,0.6665445924486432,0.4805690083710266,0.4905422879774804,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0078756067493329,1.040946645567245,0.8664925173599355,0.4105539155927247,0.4177071779313118,1.0,-0.4025999625738752,0.9596025049854758,0.8324942106767133,0.3226534119259551,0.2522278760670534,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5623681807654343,0.6601223851912883,0.534601023061709,0.7657516473244366,0.7410856881706349,2.0,0.0759953880380308,1.0026000854416732,0.7983251145482063,0.5354368145238965,0.5411764705882353,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0293360831534708,1.0295862716790014,0.8501152620858294,0.5972718482092338,0.5966524627061881,0.0,-0.8164860073756643,0.9806157502518744,0.85471184136211,0.1159628493727115,0.027861005628326,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0091795471318704,0.964870819081418,0.8160089533277552,0.4517132722242357,0.4675239078758629,3.0,-0.0232579108821482,1.0801143365434709,0.8843277873633043,-0.1913230581326953,-0.1398330722701468,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.011545459374417,1.0376781657400036,0.8680331230767167,0.4860985644383018,0.4969132988303528,1.0,-0.9025872441208792,0.977348145123334,0.8462294157813577,0.2377337638053483,0.2298112925952169,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0101775453890737,1.0086574958640706,0.8382413116432506,0.3949904659289037,0.3830153041617363,4.0,-0.0538060015046415,0.9170434362317418,0.821262794577557,-0.1555525112605303,-0.0326086956521739,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0354296281380042,0.8353821751278047,0.7087742092734889,0.1587551487110826,0.193803363112954,2.0,-0.6413233709270931,1.3204702952843268,1.1111217681432173,0.2576324425636797,0.2972206809214295,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0420570959719623,0.9973185567237652,0.8404370584832618,0.4905928901683108,0.4803145116805838,1.0,-0.0717014667124373,1.0602167854318936,0.8949942023937519,0.5263060151808642,0.5176953401017319,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0070807734399589,0.977916574455898,0.8344726628226202,0.5111765084173154,0.4372659084170205,2.0,-0.0138198429269602,1.0667454716916274,0.8526903102614664,0.6914394611671011,0.680527170623779,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0056194682475092,1.0001000922649057,0.8355162051064627,0.3932412063355328,0.3592981202710928,3.0,-0.0720197445265888,1.0146618855512848,0.8147608646979699,0.5536407848280098,0.5517535839482193,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0200371381623806,1.0270839050326186,0.863876853395802,0.5041473985316103,0.4864407802276831,0.0,-0.1302318431690381,0.9407096404692492,0.7933046427227202,0.5371756952862651,0.4821535741359945,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0387622584667683,0.9238041978846492,0.7745200489351414,0.4823453192313928,0.4918512153225818,4.0,-0.3123601828364484,1.191923801986401,0.9791064566235208,0.2667725677151845,0.2352363718115714,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5549051810399948,0.6984486661513685,0.5355248086255296,0.7620371230301015,0.7500809829589957,2.0,0.1871216747357053,0.8041928763643525,0.6367465991488958,0.6733345784817342,0.6790682767936668,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5290915795256053,0.658823406935499,0.5164936207135518,0.7303286551444754,0.7047385213302424,3.0,0.607461817897156,0.7111954095338485,0.5915746462912786,0.8068952741954595,0.7770979432593306,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.436934787736994,0.7316528743849755,0.5799105535234724,0.6766429743847702,0.668782491643011,4.0,0.3111888566652651,0.8728632255627639,0.7243826471675526,0.6910104446625412,0.6797699463883144,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0390598530597683,0.9500344547801188,0.7644917828497225,0.3699437161468747,0.3463234379000061,1.0,-0.2117741280189657,1.2368597066001523,1.0308705903833564,0.5950469755961754,0.6054910182440788,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0019704459270376,0.8901324747829692,0.715884949798584,0.2921690507300947,0.3478441209441079,0.0,-0.7936741407262016,1.3331148765226195,1.103995858163976,0.276730538912373,0.3226939394251188,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0031750273048438,0.920850556110454,0.7498406052082143,0.0678600422172741,0.0752678160351111,0.0,-0.2469734372968182,1.2127518523341607,1.0400078951143752,0.5480077025684723,0.4580401395261265,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6489929692710666,0.5820052115450634,0.4633119928353541,0.8057120232947903,0.7961151576244102,2.0,0.6312670613034371,0.6447982824320406,0.48909809589386,0.8216341875598713,0.8362816286890806,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.004896734942418,1.0391709414930608,0.8795129636248702,-0.0241552281407253,-0.0148082024377916,3.0,-0.2951628326363269,0.8574330941078625,0.7116758361007227,0.0593413658225897,0.116702907173589,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0263892109893973,0.9331734215823986,0.7771065906524659,0.4983512765818884,0.4648610405090461,1.0,-0.0093056984380848,1.1735300076950257,1.000246817952111,0.5816848235110691,0.5664735241821588,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6084703959449651,0.6290509677768491,0.4924682240177402,0.7877059221781137,0.7703333307899046,4.0,0.5512338969263246,0.6630521926083666,0.5711923933928867,0.7773619110660281,0.7560734737899676,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0049538371073367,1.004327439253505,0.8312397133399699,0.2895308816028699,0.3024144067093736,4.0,-0.7534541437025613,1.0881340663691603,0.960517272137581,0.361159531942636,0.3597571558485464,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0160944535928524,0.991375658079377,0.8443351640876816,0.4694938069108557,0.437321480771192,2.0,0.0045163481150779,1.077850242219779,0.8508951575180579,0.4942540068200064,0.5742793965857326,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0284086066045117,1.0385409153228515,0.8526336847282039,0.4377038216518367,0.4448747669001755,0.0,-0.0245641460676613,0.8019371748350331,0.691390402487346,0.2170499210280009,0.2786369261073543,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0215435636890852,0.9330876960705768,0.7787373432692359,0.4321189858971666,0.3837386275549621,3.0,-0.0544023005736831,1.1424985527152416,0.9780185769285474,0.6155693174659114,0.6121639873383096,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0224163731830169,0.936310699171071,0.7831698130254877,0.4644928308580812,0.4915341985618048,1.0,-0.1063638095322803,1.1701916174824536,1.002600773313771,0.6289537539032124,0.6162385522064001,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0747373622042451,0.9939955775738236,0.7953335837430732,0.1923033172886098,0.2238528111453865,3.0,-0.2615422116003989,1.1938384373806532,0.9758509106106228,-0.3716977835661452,-0.4318187284664977,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0112903556185801,0.9727962214484492,0.8091531397691414,0.5304336940289621,0.5202650050630091,4.0,-0.0276032236906609,1.092633647072848,0.8797994659686911,0.2725428634176006,0.2509036661627837,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5804877392899224,0.6127526703416698,0.4742417929433796,0.7653745987517769,0.7207990096295388,2.0,0.527519053927322,0.7325355965066989,0.5908533138814179,0.7450344332903893,0.732083386121602,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5528577305620581,0.6115780991855502,0.4693575759534236,0.766368010515134,0.7292076009353561,1.0,0.5157930771282232,0.7679899744625348,0.6490457998489847,0.8054695420290477,0.7865397885118367,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0076693874738708,1.0184073078854496,0.8534436458682422,0.4171323785521352,0.4326298802762841,0.0,-0.4257163873480434,0.9248720410333298,0.7963279490317068,0.0596874169243956,0.0016135539836403,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.1305375241483335,1.0616255908946814,0.8716537874290742,0.6207431540614344,0.6265821711017932,0.0,-2.4349477879183987,1.3710761728689185,1.2581046904050386,0.2915420135268755,0.1546092216506241,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0032568531857025,1.058559929319296,0.8858266793920639,0.5608060436558282,0.5594394222706771,2.0,-0.6453517677376281,0.9564004622566552,0.8117336248884013,0.4177294722158406,0.3529811087190014,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0294700391025284,1.026610034989095,0.8555214861503938,0.482750479660967,0.4665851618744748,3.0,-0.6587762561165782,1.106228384559607,0.943835565104629,0.32655959932071,0.4012701610065761,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0059730819701611,1.043544741077301,0.8752342904189537,-0.0335800500487974,-0.0414219468618829,1.0,-0.5581619762308212,0.8800033737951499,0.7513415626769373,-0.1791519547908082,-0.1359969937752781,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4901167754559613,0.7065896496428596,0.5731264666834873,0.7253950007194456,0.686611236146206,4.0,0.2260015004352715,0.8770506612502026,0.7042529380732568,0.5631707530256621,0.6000523023201504,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6786691225733794,0.5885928549828466,0.4552947251263418,0.8240539877001102,0.8175779643139381,0.0,0.363197469535267,0.6506890743292358,0.5140782822966576,0.6765614151132144,0.7009148679824327,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001099929720789,1.016894060729537,0.8482409529919391,0.3035665775613243,0.2590702071862045,3.0,-0.6275480991394455,1.0587257299684465,0.9134539462109,0.0129314870852784,0.0225521710584897,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0152737937575948,1.062206021797794,0.8999968175327077,0.5673986069563788,0.5687783202811835,2.0,-0.0605340253497721,0.805928459616944,0.668785435983113,0.1884477902158663,0.2039204977591924,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0396242629623817,0.8796850042634583,0.7244265328706615,0.3699713361980319,0.2833089861035106,4.0,-0.5488134958846063,1.2787292148771998,1.0616018877896396,0.5779872937730277,0.5584096991230322,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.7021983806244436,0.5599768001335798,0.4398334441184998,0.8382595310189208,0.848690974866749,1.0,0.1950258772195383,0.6876604413657221,0.509626276618556,0.5688159497760856,0.5276958505482766,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.02939750153842,1.024561487122872,0.8652216601698366,0.4921783159787631,0.4810423369368575,0.0,-0.0827359884454181,0.8983073080509302,0.7523191338000089,0.3195924480999447,0.3622290082421345,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0422353644026807,1.0025932399137862,0.8469267090365418,0.5710732838708386,0.5730150172143409,4.0,0.0196396154432778,0.954259915885964,0.7856422383626303,0.501766442043714,0.483703927398044,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5674758725952842,0.6746766695493943,0.513754242340117,0.7688349791965536,0.7537902248106588,3.0,0.3590936854254662,0.7595982543889679,0.5777130073406657,0.6331772757063314,0.6412439917819122,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0318882490276801,0.9769293700195671,0.8258721125753302,0.370603722990768,0.338933181388162,1.0,0.0037999137495844,1.1178266894890878,0.9333229229450224,0.4357922625289132,0.4682208363891976,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0477070851988359,1.0641661783680132,0.8858898865092885,0.4918060036206246,0.4667748762912909,2.0,-0.9976485104781015,1.0852780157638366,0.9238523438512064,0.2016753320258326,0.14863382445248,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4925481583124422,0.6682710239596018,0.5430502303753024,0.7311034989746764,0.711691162457571,1.0,0.5020497456133772,0.7386698400808094,0.5468538720791155,0.7180279470599477,0.736346619816558,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.023395462025902,0.8724594816404702,0.7280651777504134,0.4771948590058286,0.41929356242403,0.0,-0.5520813513012595,1.266715669207514,1.054761896393516,0.3381702320038772,0.391139651757114,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.035555407095007,0.9341760953913266,0.7848923068718622,0.404387072068101,0.4305443823846153,2.0,-0.017031655323511,1.1703131396888131,0.997083490504775,-0.1961472374986827,-0.2039568079514122,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0112144606127047,1.0147667111233067,0.8592128183364867,0.5165947845020705,0.522405772859519,3.0,0.0052620553412795,0.9300237991377742,0.7470588039216541,0.4428567261781138,0.4585207884607448,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4092078681058884,0.697579051925543,0.5609407791418907,0.7083143213123113,0.7022552320483213,4.0,0.2698036909862863,0.7460119073545866,0.6265864633189306,0.6324066480890362,0.5965634866590954,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.1096752810686474,1.120082347890172,0.9154355644616554,0.3711643651770578,0.3674188611754871,2.0,-1.1687618459632398,1.1425998284276764,0.9896203736525316,-0.0007627772129335,-0.0395799414006718,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5179919355149518,0.6985214408004,0.5745984817734847,0.7302055165844012,0.7390846917673007,4.0,-0.3746443657652833,0.8616156483968679,0.678762242186303,0.5079954814738854,0.4749621040280712,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.015420340368767,0.9804059469400248,0.814367584473378,0.4229858257558176,0.4011383622653243,3.0,-0.0796962880978207,1.0772917475213066,0.9448566480116412,0.1861911392955322,0.2268113921604373,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0340925428898937,1.028611857366608,0.8533166133414068,0.4876116722273375,0.502985061694382,1.0,-0.7557660382525504,1.1526595232429673,0.986752792934202,0.3749843950803296,0.3209886515107841,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.562466288498086,0.6460059489501345,0.501109435865956,0.7613889303879924,0.7335996370270541,0.0,0.3362025472727111,0.759467649578693,0.615914493509241,0.6374259631261656,0.5125377993197795,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0343759034735744,1.012175608868979,0.8529059125769953,-0.0207115587866646,0.0167506596129755,0.0,0.0071263900002513,1.0316908092209989,0.8687741981014129,0.5588776426206914,0.585483870967742,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0437899609206682,0.9709328899361916,0.8128311281266556,0.4712012658176118,0.4486479698037741,2.0,-0.1818703941887958,1.044980783634755,0.8414452567467324,0.5598898716562007,0.5746533079344659,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0244427529663003,1.0208056689911846,0.8608421984413601,0.5341281064119869,0.5561356319516921,4.0,-0.0343655372583566,0.8888886871353114,0.744017658001039,0.2167779676623041,0.2488130003385454,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4548484070431907,0.6766585482446006,0.5148502178257015,0.6784687477621844,0.6734860619909342,3.0,-0.0276008932076197,0.9890659168691524,0.8148354070451524,0.6174766015105899,0.5187771819975686,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0096653116230925,0.9354711708811904,0.7792872912206767,0.29040791805483,0.2909159683038269,1.0,-0.7225853065899324,1.3275841279169789,1.1120815175374352,0.5141115006022556,0.5803293423602868,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4281791128634649,0.7516732517130563,0.6138396567017286,0.7043608444839271,0.7126016265148621,1.0,0.3371681168314718,0.823817659160398,0.6792497591314645,0.719396443103381,0.6956454883446578,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0169147677837269,1.0445362211811344,0.8603023103396098,0.5853076952617313,0.5886861561908449,0.0,-0.053050530890657,0.8127967356952116,0.6966114019212268,0.0662940813495138,0.0679930310141389,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0018510875004902,0.9394639580683856,0.7804510343943212,0.2064702595952839,0.1777043078751413,4.0,-0.5034371703489253,1.2025733977470312,1.026630177846769,-0.0108371534652408,-0.0456545425772551,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0326775159639507,0.9493228811257468,0.7750553857258388,0.2781264246656728,0.2060794522001341,3.0,-0.4087712561703382,1.2772689768456045,1.0366795602211587,0.5652453176992618,0.552336643397877,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0041768921905771,1.0225905879219035,0.8537430539131166,0.4954642545266812,0.4796502263005136,2.0,-1.6194170852253476,1.040852792229728,0.9148654407262804,0.2149273700420063,0.158005683002535,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5501501862633893,0.6562924358919502,0.5303777548888835,0.7454260568257423,0.7438564611974834,2.0,0.6014488864419976,0.7038168167169747,0.4975654668467386,0.8832100012251907,0.9211822660098522,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6695367437359938,0.5620010741795961,0.4424758855274746,0.8194672407152378,0.7737490620589408,0.0,0.6119966306797985,0.6573947902364465,0.5390565470548776,0.7829819992055304,0.7741894186506314,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6849672681210247,0.5527296239219374,0.4386751599217716,0.8411876410749775,0.813793987760214,4.0,0.6387615612248817,0.6401442869596243,0.4826336355209351,0.8602702196172656,0.8485246600892627,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0213344030738723,0.9580799835281768,0.8035346661822896,0.3656666642131909,0.3945965149502771,3.0,-0.0268051142891998,1.0995235909807437,0.931835027885437,-0.1657127626022897,-0.1822460205943252,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6080663660254305,0.6510761903767268,0.5023381835796215,0.8046811494343227,0.7933671859399252,1.0,-0.037786488090082,0.8187457034369211,0.6788581486752159,0.5183822885767212,0.5215559255854587,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0137645616370367,1.05324659861088,0.8794495115746984,0.5855953712210751,0.5884945722937568,4.0,-0.5938042100024135,0.9885185860418796,0.8474388965295285,0.2564257519972223,0.3045796682519711,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0225633896619164,0.965695039358394,0.8044934971192305,0.2898993486243992,0.2385505813709055,2.0,0.0093153302130657,1.099990300183496,0.950284353835242,0.4398977758720395,0.4186547278904278,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.6292782882961176,0.6155034983217402,0.4623839462642938,0.7950212041491715,0.7731044014075387,1.0,0.1410096150429501,0.8060370301922303,0.6414401062965394,0.4755555207674861,0.4619411249276451,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0165736374251548,0.9157882201626644,0.7526054165703909,0.430721555028684,0.3526540630433126,0.0,-0.2679760643204167,1.2038080634109336,1.02652680176955,0.6344273619282235,0.642817503253821,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0055528460583927,1.048107136696921,0.8863970615661224,0.3595261861511026,0.3296734781152649,3.0,-0.0406468547693625,0.7877409930915502,0.6597098233149602,0.3942007555473568,0.3463427091444581,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.618034496658088,0.6266561171892818,0.4943905499721395,0.7968327730579572,0.7776987195246006,4.0,0.0612122556236015,0.7362847283865608,0.5962893652408681,0.4123312026424097,0.4140862216917875,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0390432405892503,0.9694923838953008,0.8200128145292986,0.5949474005452473,0.5256219660136311,2.0,-0.0432046517327955,1.0320104311482294,0.8252438115340013,0.1075609611192614,0.102739501792156,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0010494801892255,1.036564340268875,0.864836579366447,0.3235759041755544,0.2730357702756557,0.0,-0.8501851682697708,0.9469932983474552,0.832230881421994,0.0555690964207391,-0.0592195178158766,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0049147326314309,0.9784887342462616,0.8052266846679327,0.2282471676339294,0.2735356716572372,1.0,-0.1844088592632906,1.1015952385758894,0.8901202608255239,0.4044821862065481,0.3565098623033989,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6393078506288117,0.61365083062304,0.4761616502337986,0.8043480410343915,0.7862764571868667,3.0,0.2957368430041083,0.7157579919664793,0.5915148535945958,0.5992839477926568,0.6076782232663637,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.6314722908548347,0.5962396779520912,0.4694110490524605,0.7975826123585232,0.750388993350747,4.0,0.5151120089121326,0.7111255280006233,0.5906100508959397,0.7642374921689132,0.7684100174969705,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0170587985863438,1.0356724014913457,0.8653932930518841,0.5220078500553306,0.5415047773158856,2.0,-0.7437810339178357,0.9469824019210008,0.8219572450759562,0.447893303107341,0.4304961287027642,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.6293852635977616,0.6222841266948721,0.5013351721091559,0.797803776753645,0.7693024916773129,1.0,0.2426256678524735,0.7394863615173204,0.6275479561783547,0.6044596975924919,0.6107083591782273,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0357457493891294,0.9467019115408024,0.8021947633681757,0.5674671972096353,0.5360572743761934,0.0,-0.1231339724446838,1.1081935454610397,0.9003224589373615,0.4853027500151811,0.4676310304590793,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.6497600936614774,0.586256899021405,0.4661387027030023,0.8134107440425601,0.7743366771541765,3.0,0.5769127273517086,0.6738480681846702,0.5001574781883595,0.8014967758625515,0.7985500274484136,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5901957617699782,0.651539588220217,0.5145208975045306,0.8189334364119875,0.7758423462548437,2.0,0.3830596742487014,0.700828547413341,0.5460867470502854,0.6368992442772266,0.6258854497407642,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.547278215076217,0.6254837574679536,0.482615892223165,0.74075027782376,0.6898430789509806,1.0,-0.0128653934877607,0.9135823522665776,0.7858051065837637,0.6468838252995324,0.6072274446631597,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.681434923315819,0.5946361771345063,0.4667375338661087,0.828255684841454,0.8069846401818209,0.0,0.2253290879528319,0.6847615156594404,0.5244888142177037,0.5817987453632811,0.6253858961461146,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0320595454504212,0.984199875335646,0.8211879310979472,0.5587112919738492,0.5716506045201054,4.0,-0.1160413786545424,1.0245011849475985,0.8851441857689304,0.2858356797292448,0.200383039635673,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0597076431283615,0.9989801172379328,0.8327600414370312,0.6395408353737394,0.6459280716695217,3.0,-1.0902798238475055,0.9416433977165404,0.8384152781168621,0.0832921129102331,0.0300433976903781,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.6453245621235009,0.6202104157345577,0.4631146561670646,0.8139891297431103,0.7884172607618868,4.0,-0.0288587874982766,0.7923712007096084,0.6354443120956421,0.4866286206019915,0.5585661909337789,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0529812815740525,1.0046935388921203,0.8471861303965251,0.543740653001711,0.5269225267381814,2.0,0.0407139323872691,0.8618235317793392,0.7008104378836496,0.5713849133178402,0.4168591859737688,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4979859147630159,0.7147885372197686,0.58674275895321,0.7535759391880094,0.7370482356796635,1.0,0.4453143724831795,0.6779664691185956,0.5420697281095715,0.675793363305102,0.5231990231990232,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5076804162845359,0.6499425694302616,0.5251041411366957,0.7396028198259315,0.6836869163089095,0.0,0.4477553819878425,0.7559865939303855,0.5698144856919635,0.6819514735658296,0.6732776341493787,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4627698206585746,0.7065239744387779,0.5780526928674607,0.6806657983465922,0.6684187892199382,3.0,0.4194142009228262,0.7877642640237792,0.613907796432232,0.649840477461084,0.6645796619167498,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4704466809070758,0.6825813449060271,0.5495800982152715,0.6992282154526197,0.6584216170369437,3.0,0.2555605889796291,0.8432784280024084,0.6825648085560116,0.6726974927411593,0.6636815797838148,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0239172929646177,0.7897785243133489,0.65742147731781,0.2316028911886915,0.2227715135063931,4.0,-1.0579825802160854,1.4629364408997212,1.2338779304873555,0.2487518679796593,0.2327742527042327,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5802413121328176,0.6228435607474494,0.4747716446505248,0.788201213900294,0.7856199109632743,0.0,0.1244598045137663,0.976127508105814,0.7933072635775708,0.4800636631593171,0.4414475181864962,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.085000686581045,1.0026825594123667,0.8353612029097461,0.5772451658767553,0.5666453580694393,2.0,-0.0249778350582139,0.8610301628583473,0.7348552985269516,0.6424411470362875,0.5262448121908144,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.6152358983426558,0.5931421818818914,0.478584552313152,0.8199486473501392,0.8009452361938242,1.0,0.4132585654627826,0.8317848883380891,0.6505249509811402,0.6726817613573832,0.6405253283302065,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5531038790358951,0.6079726794349245,0.4606991401454747,0.7508974511309474,0.721911126976764,4.0,0.0421385227225191,0.9097316588837292,0.7558555495461753,0.6265352470214917,0.5768330455167855,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0104344750333491,0.9554279474648036,0.8002708654279833,0.4628699773792482,0.4543289592983668,2.0,-0.0509191093979248,1.134912091583601,0.971951564989592,0.7055112644268551,0.7247756664102907,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5031054620559668,0.6726887318795517,0.5300899402702911,0.7376993257941792,0.7179388885381731,3.0,0.2288682060415667,0.8108300815827093,0.6608843165285445,0.6326532792371706,0.5745282314880424,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0235251187842125,1.005743321336636,0.8405819117558466,0.6189239673646618,0.5998297907765101,1.0,-0.0454899161209447,0.9401885748336508,0.8050167010959828,0.2278250152981949,0.1494774855878548,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0635925835795114,0.9574030401451508,0.8140695736272548,0.5315581548401631,0.413816455080392,0.0,-0.0570800810112628,1.0496966746594552,0.865535096016483,0.5093462876087849,0.5327669703420047,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5484036617212225,0.6125766741205162,0.4866390952565312,0.7778866748668343,0.7553092755067073,3.0,0.1997543535385743,0.7658390510029721,0.6598181929955114,0.6032719188524217,0.5871754650973445,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6856844890445803,0.5685859552582699,0.450675532023112,0.8516471234891504,0.8295353736143399,2.0,0.5678450854833059,0.5835219957036267,0.4621178128605797,0.8027671440347105,0.7709388605929723,2.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4942544402684617,0.684532966887681,0.5456991009516259,0.7221583507662528,0.7001707344486524,1.0,0.5198346413452382,0.712737108731289,0.6146308248976001,0.7535220319265798,0.7578337164047342,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0238543561996513,1.0166419917715743,0.8426345772147178,0.4252548001725305,0.4369855682913198,2.0,-0.5100656621857393,1.1228197452937667,0.9921136105060576,0.1978648513282372,0.1079842372851654,2.0
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nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0077478542232554,0.9888458136939432,0.8316708709047987,0.5287561002998865,0.569270440562209,0.0,-0.0907930499328586,1.0218963186485943,0.8493327206059507,0.5524780450304476,0.5482105855311307,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.6923330103913229,0.5794884104313068,0.4571930891846957,0.8357653173545592,0.8177783183838926,1.0,0.2887812645880998,0.6709660520938054,0.533031877020131,0.5800194591674708,0.5330166981083442,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0358505740132811,0.9228692279018704,0.7630444559298063,0.4805642145196836,0.4540632779830421,3.0,-0.3028697928793493,1.1683543242192045,0.9603213222956254,0.37950145022353,0.4183069593582032,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0259365117420369,0.9312111911897394,0.7683818315966375,0.5355741449155398,0.5087495368134681,2.0,-0.0060467640802193,1.1444936395738063,0.9986381037691806,0.6665104973212832,0.6530588687130987,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0016202243458809,0.9414685463118868,0.7733368455001285,0.523993472987763,0.5037891506392396,4.0,-0.3524794062539178,1.255336265721913,1.0022323891749747,0.3982089303153103,0.4311239241216439,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.038512282928063,0.9753323387604356,0.8147728960137618,0.6015135653567378,0.5782664195512192,0.0,0.0073531967457233,1.0257293395956997,0.8802526731491088,0.611733343779717,0.5990243013509204,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.045476844971779,1.0226626813812283,0.853813632414645,0.5802415886768277,0.5858213359012701,4.0,-0.8196020104453843,0.907311699605878,0.7926854038238527,0.2659082039563504,0.2279867115567043,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0049939517583221,0.93039321681259,0.7727123953274319,0.0937938930124921,0.0887267750071952,2.0,-0.2677624018156617,1.1908079267995006,1.012375728900616,-0.289507446738137,-0.333674864604252,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.50865461256437,0.7128177575245394,0.5534328589823423,0.7255922690898664,0.7229019041621181,3.0,0.4712750540129478,0.6881357901002243,0.5680009849126949,0.6983380840851032,0.6244477390481418,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5283481774457148,0.6857813243718598,0.5451015541857521,0.7540335790854384,0.7514974302074313,1.0,0.1759557836323925,0.7585503651965165,0.6207929782534755,0.5684177365261063,0.5417469318084569,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0402763983003262,0.9830596584429152,0.8186288275216755,0.4446480995719269,0.4606467998277089,0.0,-0.0483534093878053,1.0020118346592155,0.859126616001129,-0.1813885914978439,-0.2218886356823426,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0134487322569689,0.9150345310454284,0.744330537789533,0.2005211948452899,0.1970657659351242,1.0,-0.6017048000886764,1.3289107580088435,1.1389065012402004,0.4006375521356227,0.3466517344349026,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.632313350969643,0.6136256198359897,0.4670352271795273,0.7986190731143348,0.7784932474972205,0.0,0.2039085700096277,0.7118946418848613,0.6140725168585778,0.6421518164930065,0.6117884547039,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0222176279191532,0.9987046515898752,0.8182648237143889,0.5484300131431133,0.563880532761131,2.0,-0.0185164525660059,0.9231976292493158,0.8061182883206536,0.3700935756494865,0.3255387589037893,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0143803740617667,0.9692213447535816,0.8080117569240273,0.4140167287506711,0.3713572596417888,4.0,0.0243035362089814,1.0560709987944072,0.8793832588195801,0.6067142163570929,0.5544594783720938,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1196313818744716,0.93704331176913,0.7751697069406509,0.5482934533105448,0.5323312828919903,3.0,-0.029006933063516,1.0246436417344065,0.7930387039695468,0.348394432490611,0.3312426322132641,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0511401919504153,1.0635913582207075,0.8958763371032922,0.547822595386394,0.5388558366779959,4.0,-0.1955998366287892,0.9477994966355072,0.7957263202667236,0.4287462513250869,0.4310702659650205,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0141466299274028,0.9502106079249196,0.8026923332947952,0.0729294561877684,0.0288261024904592,0.0,-0.145130648911081,1.098603207094922,0.8993383973644626,0.1906891734299632,0.1713235204926629,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0061074432251471,1.0429043522122297,0.8706543428719449,0.4085831233943938,0.4253903191068474,3.0,-0.6588160901372837,0.8991508380639337,0.7892944575415716,0.2257190861523396,0.2553696161318994,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.592739255473739,0.6494887309289828,0.5121791599323223,0.7723887485081437,0.7559620976815978,2.0,0.3238313936454609,0.6827927495384024,0.550224014081453,0.5838201458042501,0.5190697744358259,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4454080040794277,0.6997711587801756,0.5510455106695493,0.7061753831326203,0.676791558823364,1.0,0.5173529670033221,0.7705228322556018,0.6036104036867619,0.7964256958243102,0.7831397288580081,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.079750774825278,1.014196801644304,0.8511885345609564,0.6391195884869403,0.6203241182102527,0.0,0.0439611306171151,0.7382388434723345,0.6133756561279297,0.4405568281863595,0.4495120436816363,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0334446095074822,1.0599836681249544,0.8717815681405969,0.514306346100891,0.5213682891103081,1.0,0.0088983237038651,0.8230454825866725,0.6734795269099149,0.1560161361640465,0.1636536640924712,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0095683169452266,0.7845216558336153,0.660129905147407,0.143403061483479,0.1345099249854597,2.0,-1.1213053923047909,1.4716163366218344,1.248374131312136,0.1344752769173841,0.0880280295438376,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0444344428314127,0.9813372238352144,0.7956074650391289,0.304499733312483,0.3429994876833779,4.0,-0.3245036042273801,1.2050545819053773,0.970372822549608,0.4672569213686633,0.4952446307674583,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0747659857842976,0.9700173866429472,0.8000176590601603,0.5735168969004546,0.5804673114736404,3.0,-0.2459010352032029,0.9666271995371988,0.8541206498373123,0.145579530852955,0.1549558331401599,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5208524603482185,0.6965548483795528,0.5434588010383375,0.7458402034484634,0.7156136840397606,0.0,0.3808418540386765,0.7692342776037102,0.6023029750188192,0.6872618259796246,0.7246328518565152,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4768282454405258,0.6626187050898619,0.5198376805615272,0.6980029427923732,0.6621059655264939,4.0,0.1859542970562523,0.7896350566606914,0.6727916330610003,0.5452241935051667,0.482386722942186,4.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.48939548119102,0.700663157291033,0.5647269166445901,0.7219657235823482,0.7072719907062816,3.0,0.2931360113277411,0.8655404513872259,0.724827031434751,0.6358924891986987,0.6295282312038498,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.501203093054766,0.7190436479319856,0.5775698725548055,0.7310942604449568,0.7276611229121758,2.0,0.3197901676975692,0.7669881698904285,0.6402091344197592,0.7346932053925979,0.6965773752499257,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0245486731431243,0.9800977143568042,0.8257999526129829,0.437330469602376,0.3340191230967716,1.0,0.0156509162215759,1.066408810472442,0.8962346937717538,0.5268680247558042,0.5386912300031146,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5276152429643475,0.6885493410057857,0.5616249561309814,0.7372570736101608,0.7515690593357213,2.0,0.2858723543186585,0.8089953783958186,0.6315609516968598,0.6216578708393867,0.5496147045144533,2.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6198524728900154,0.6396087710820673,0.4993720601252374,0.7991369617791477,0.7857291000219175,1.0,0.416817713000574,0.6327252278803572,0.5010319715592919,0.6738138153990657,0.6229794387751132,1.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.6777035181958149,0.5830837431328768,0.4675383485780728,0.848636574618353,0.8500824406153425,0.0,0.019383743210896,0.8977756136828104,0.6457155229607408,0.5179969516306364,0.4843861643755588,0.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0422761955444609,1.0139978380569972,0.8449897313585469,0.5888637755877055,0.5840766383345987,3.0,-0.6493769217900338,0.8680197965580699,0.7618384808760422,0.3534085293278201,0.2832413860663637,3.0
nucleobase,immune_modulation_TLR7,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0598452084331988,0.9416594382744946,0.778955701523357,0.5476332390292054,0.5033645188995827,4.0,-0.080949644660426,1.110631117084409,0.9037198808789254,0.3320937276054292,0.3999131486491741,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0611436162204819,0.2164562379074629,0.1915330859224385,0.6934032581371258,0.7246248898649733,0.0,0.1749497483370469,0.1549138966667997,0.1239727064496008,0.540510082057259,0.5290701646512265,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4838781402812099,0.1517301524244241,0.1190305119053716,0.7129743336420393,0.7552701395786503,3.0,0.2074736188670628,0.1483991159624595,0.1255191811363568,0.5903225966544159,0.6157967032967031,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.3136279498844199,0.2408347843180504,0.2148116828155319,0.698149097026403,0.7267581456516737,2.0,-0.0633250884717822,0.1758665354475846,0.1407846050928272,0.5359301516127508,0.5300045412713149,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2169817386442448,0.1784738953956619,0.1449321632959267,0.6147425608256533,0.6550985784965844,1.0,0.0884694426851627,0.1753724009774684,0.1573705685132699,0.794735592481119,0.8276858172443091,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3241407177732558,0.1704050825279914,0.1384575230974913,0.6394526022951847,0.6650854834542297,4.0,0.0265032901029051,0.183439823763833,0.1657583604662071,0.7753057552632928,0.8101756364808249,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3787264717307407,0.1664704647456689,0.1384734511152527,0.7177553059105156,0.7501865450913604,2.0,-0.2919590087480295,0.1894736481909955,0.1665606552295082,0.5876058353925229,0.6219780219780219,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4538328315962394,0.1470600941544703,0.1141535942494737,0.7273468232085141,0.756981339988059,0.0,-0.0311035511917801,0.2816652431860342,0.2116279261852531,0.7739141478282523,0.7982600732600732,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3368177385817158,0.1717948098423196,0.141784458157609,0.6834704779895665,0.7205547767134405,3.0,0.2291108846387227,0.1521883946899706,0.1250676442147727,0.5845366898580915,0.5876661281442277,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5070607046964224,0.1385889220556166,0.1099896268698688,0.7444297788426724,0.7755453967660016,4.0,0.0496542106352891,0.2954992382223756,0.2534070228529778,0.2862657223239623,0.254029304029304,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2095301600778873,0.1793211062871856,0.1426488430977622,0.6219812161140337,0.6443541576359096,1.0,0.2776842700665912,0.1561130354093615,0.1328491650683128,0.753385786516346,0.7943753112823368,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1977474379187954,0.1879090268951666,0.1604311733449658,0.670232149633546,0.688392576877988,4.0,0.3008470875067127,0.1530933151743262,0.1286063069447527,0.6629089866045814,0.6524990478422641,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3789557096519169,0.1662474050309125,0.1215100944711091,0.6874348128430632,0.7148702902356346,1.0,-0.1027363357033266,0.1820209688747801,0.145342132527208,0.6088725912405021,0.6075286642634099,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3572433027743168,0.1663717146570516,0.1345626090384028,0.6619192421452335,0.6842612164115295,2.0,0.0841042447057945,0.1790512716598974,0.1544427771535701,0.5900472353913576,0.6206300310655108,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.0070453988970666,0.2103627178733432,0.1799980326439927,0.6986929109957318,0.7297369521613644,3.0,-0.5464352138668169,0.2053743472016581,0.176935912288936,0.6717680610432473,0.668543956043956,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1866546633332551,0.1796218120832221,0.1540788216047394,0.7386704711244171,0.7743885351808085,0.0,0.1355090868151574,0.2339117642429093,0.1852519495565587,0.4932179303866192,0.5193223443223443,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.1995840062396299,0.2270229360177091,0.1899771211857006,0.6270464969802054,0.658727741631024,0.0,-1.325139645338326,0.2834985885832667,0.260339577353094,0.7864179829058557,0.822667945976035,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3363037238877374,0.1604106168535637,0.125833540614786,0.69671032878262,0.7193690076779846,4.0,0.2526226776942937,0.1950863993447774,0.1445500881443852,0.6395552402663287,0.7358894059775992,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4731487056721679,0.1529755128984389,0.1239168573412171,0.7301017867524267,0.7802838649183618,3.0,0.357896462898806,0.1523393608217869,0.1165528670625096,0.6162662200131761,0.7054801953336951,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0935212387463664,0.1998280818767214,0.1506400457755113,0.7501064621310958,0.7894539772899236,1.0,0.0939937196401173,0.1640445740071234,0.1399649996172851,0.3456609689681442,0.4500457875457875,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4077488067935654,0.1623478571072318,0.1272481749527298,0.6917846772190033,0.7095677498600254,2.0,0.238170633421618,0.1512914669906188,0.1218494066788293,0.6121603964505616,0.6128490851146772,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.3422957041823939,0.2418590738372226,0.1935869400348689,0.641528033964118,0.669483640005381,1.0,-1.675309196324385,0.305434311297907,0.2760856561081279,0.7300676659980998,0.7481158263264289,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4129490919575787,0.1513389534781937,0.1142084545622443,0.7455430410709619,0.7797531920251333,4.0,-0.1189054852837665,0.2849863521716017,0.214761621021862,0.8456459768415203,0.8974498100922409,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4834493508619648,0.1511129629496329,0.1179169377184368,0.7187736322110121,0.7599034554951297,2.0,0.2806095654780086,0.1605189705033662,0.1150159798130494,0.5612451596995348,0.6270482908301682,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0280931584326804,0.2058365000103179,0.1643342757218391,0.6477040230468489,0.6668463005314008,0.0,-0.3551930281168136,0.2191230072525509,0.1974262103718358,0.7801516875694811,0.8206547937426123,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3841470795036472,0.1661006597419007,0.138006138340256,0.7159746604611601,0.752948289048492,3.0,0.0304450287586816,0.1666086742131114,0.1397312472621034,0.5852465758978661,0.6148809523809523,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0827541080480739,0.1943684034450577,0.1554339904121873,0.6357435314720924,0.6596857268587355,4.0,0.3307045071651591,0.1542318526273472,0.1182347923403349,0.7155225563061718,0.7441912038229318,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4666667756982221,0.1532770109693875,0.127222355767091,0.7471376958479714,0.7872848059298229,1.0,-1.2512728286139394,0.2585891692106115,0.2249918201385507,0.3384178438948785,0.3772893772893773,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2566161176450517,0.180969884489955,0.1549575189275699,0.6969770338185213,0.7300705515214908,2.0,0.2924702672273557,0.1400033591390891,0.1134082262936137,0.543210862088867,0.5370389906321209,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3781519987660927,0.1657010057619044,0.1163986995304528,0.7145704912600429,0.7387107799947047,3.0,-0.0455131028323889,0.1743873256999132,0.1388498151271457,0.5648099100691171,0.5806854305567277,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5127109347401148,0.1378815564950107,0.1144836034800657,0.7425583880156132,0.7713112223318542,0.0,0.163828824947074,0.2463627011248151,0.1736954663435684,0.852052964894463,0.907419967444384,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4188800728204748,0.1601828096925694,0.121031993931536,0.6890893440593164,0.7195439216316043,0.0,0.0112660256874894,0.1695859647398372,0.1361045868888582,0.5199550807412416,0.5267834536971173,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4693474285701861,0.1437927314141253,0.116836069032243,0.7465922004214657,0.7804816192554156,4.0,0.0883829898955586,0.2894154744979525,0.2471835049172547,0.3877970246221673,0.4842032967032967,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4379973559106065,0.1591224875825855,0.1182254233294101,0.761245320078334,0.7973946577779105,3.0,0.1963038653957752,0.1665893948504719,0.1377306825389743,0.4722229027473386,0.4668663756481996,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3997802069665994,0.1626352315093635,0.1225072709876327,0.7025740515392627,0.7291840459376994,1.0,0.0692364557093366,0.1779479605206856,0.1457473726683816,0.5590363364218081,0.5851649124499155,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.2425942445835804,0.2305743046220783,0.1902222077494015,0.6072238578998597,0.6596493474364037,2.0,-1.6316702996460264,0.3030294832747511,0.2787557731103612,0.8113065307210106,0.8622869520835594,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.2384190916753705,0.2335670214222725,0.1860725501640869,0.7433970390435151,0.7833236461036015,1.0,0.1374342842287993,0.1600635195646983,0.1266763441491198,0.4098805634016005,0.4854853479853479,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5024653379371994,0.1392334126972255,0.1096960629479919,0.7480057888438852,0.780410770640334,2.0,0.1048601576790263,0.286788004508231,0.2433208415122387,0.3994998355571609,0.4901098901098901,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3511522945055879,0.1669651335455754,0.1340541417501632,0.6367269254519135,0.6532425577665932,3.0,0.3172897881618871,0.1536188748670883,0.1336937654969536,0.7788704284049812,0.8233395833943691,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4533685301871946,0.1548665950386736,0.117549018708989,0.717500123322855,0.7529681384220179,4.0,0.252352538827307,0.1551165082273623,0.1217559607247501,0.6287860183963176,0.6185410746198693,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3989168867859073,0.1635538802122097,0.1173080401032189,0.6932242158198867,0.7129418964492032,0.0,-0.0505849195674954,0.1776647055559314,0.140750402927927,0.5981188585981497,0.5954515952722553,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2933208736026689,0.1622716105288584,0.1365904849017779,0.6674756716348883,0.6711634942462956,0.0,0.0866066834264854,0.2128418588198747,0.1872811944358446,0.6825371938464264,0.7773338850965342,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4146029694985922,0.1607916491560579,0.1257644031642921,0.7105867514438189,0.7503386104310519,4.0,0.3457437885625467,0.1483623038968039,0.1020517342188027,0.7582985330941294,0.8079896907216495,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.1127057817468144,0.2412847784446602,0.2085662405131766,0.5585779228817066,0.540961990177237,3.0,0.0310765161526204,0.1963386258743563,0.1690886682380966,0.7119631710726887,0.7420397455783653,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4144842809272606,0.1621613998500409,0.1340274593128458,0.7168525104348014,0.7566542063090976,2.0,0.3865447099279655,0.1434325539634123,0.1157899673889186,0.6574310296180312,0.7185554385643654,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2463921409328907,0.1799397496969521,0.1459736262219657,0.6178043100666011,0.6379274172711489,1.0,0.269820718194261,0.1588697212261329,0.1357187043966843,0.7949944680706016,0.848475448978994,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4408799506047975,0.1487047781498857,0.1127308243356388,0.7354240485651777,0.7626409193165126,3.0,-0.0705866028849746,0.2765982358241191,0.2159361844224555,0.6030796013885195,0.5654304029304029,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.428297820273552,0.1595065465946479,0.1184206642516701,0.6990854195260654,0.7281891414459263,1.0,0.0715882972128643,0.1670151555279726,0.1325339289408388,0.6039599037328289,0.594988928139405,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4207651695422532,0.1584139693494537,0.1323143310095005,0.7404125266984468,0.7794363700265826,0.0,-0.245554382902978,0.2032038387421746,0.1660260764514525,0.3698105907224626,0.4066332067281605,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3959766510164834,0.1534117628256157,0.1157816496271681,0.7444241223998198,0.7738892244071417,4.0,0.046632498516925,0.2959686489305266,0.2396444067465563,0.4789490357171198,0.4759615384615384,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4265815165720636,0.1602760750890606,0.1198553325287142,0.7136306111544759,0.7588223722042313,2.0,0.3331856891268766,0.1381700280351221,0.1146946935856396,0.5855730770091037,0.6154761904761905,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3475826062060592,0.1694551813824104,0.139654978061934,0.6795819360459239,0.7070644897471103,1.0,0.3703293338252328,0.1452870390451303,0.1174423219699924,0.659124637924285,0.6614284563325814,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5050271397295536,0.1389643939852957,0.1121880715959778,0.744365630484573,0.7751446024318895,2.0,0.1479426644419511,0.2486919747074082,0.1759312197375249,0.8475187684214935,0.9047883884970156,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.048888726052242,0.1792180723383665,0.1249187936197161,0.7098578094231154,0.7259437974991211,3.0,-2.764820980386257,0.3503313314214141,0.3131645662834634,0.499954716736698,0.5334798194744182,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0705543918580617,0.2366704963018586,0.2054622297180996,0.6461628866675919,0.6470777279521677,4.0,0.1927500302882434,0.179211149218554,0.152530858509387,0.6885983348001943,0.6929383397173849,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4429884580297687,0.1576260035380342,0.1287262925019373,0.7116252870467297,0.7479777535348646,0.0,0.1828383569123627,0.150687919397752,0.1298493747792306,0.5789004849652114,0.627106227106227,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4411392792281937,0.1565893523359339,0.1245120081388155,0.7142875777554692,0.7371816191088324,3.0,0.3581059668553852,0.1437279587853052,0.1139830921228291,0.6342715890163053,0.633254108926845,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4306107309243528,0.1585779762057455,0.1296442847065296,0.7073472889425572,0.7443590895013447,2.0,0.4158152922292802,0.1401924849135372,0.1115318609148405,0.7446165799459232,0.7737791644058601,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3556399123424459,0.1684055511773249,0.1390237009762543,0.6830038145074694,0.7127566692362061,1.0,0.3639243675137348,0.1460240943071272,0.1175781975647453,0.6476116112304217,0.6522221896698209,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.504445794094718,0.1473123310476124,0.1143384519215716,0.7325383252807505,0.7746425240266227,4.0,-1.1384216520485144,0.2095125738017594,0.1780790396751734,0.2438314914518088,0.2902014652014651,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2286270927574297,0.1860265210824626,0.1432338589904328,0.6587897932436344,0.6938547910364194,0.0,0.3109231922002304,0.1563847638209785,0.1119349837940782,0.7501244733190988,0.8080991363546854,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.259145804596147,0.1808628605482639,0.1254400778764808,0.6822042614707131,0.714404684916167,0.0,-0.7472369772262875,0.2254374606054011,0.1861235509612122,0.5242094979624203,0.5184971406066013,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3023668168418222,0.1752288666560752,0.1447251942060769,0.6441154309415799,0.654495208271497,4.0,0.3416613186641928,0.1485575842859693,0.1221159905161354,0.6669674309855911,0.6691068760437113,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.089516589337109,0.1968954289011665,0.1599180061608652,0.6164174062328814,0.6356975765897155,2.0,-0.622626322644763,0.2341957821837698,0.2141063491422333,0.7858316393095172,0.8127435326516861,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3944555219511433,0.1502119343762817,0.1248675262147422,0.682492530484675,0.7013516240414941,1.0,0.1699684795356474,0.2028969043214573,0.1719699751055137,0.5370486796076095,0.6661504262736941,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5044497459703783,0.1473948531108747,0.1162669334813082,0.7497815532014704,0.7915762372369317,3.0,-0.9961949061247992,0.2310955133943303,0.2059295894085611,0.4097833032469894,0.3961996336996337,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4308122763292785,0.1500376152746233,0.1265454210926975,0.7264036394290113,0.7458293552638458,4.0,0.1312196445947961,0.2491687076723459,0.200463846657269,0.5571770151146864,0.5982600732600732,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4323366731173278,0.1574381973942982,0.126914986325876,0.6876814181840742,0.7149209934764248,1.0,-0.3763348705950493,0.1602101026377875,0.147713509686934,0.6508116764192092,0.7092948717948717,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0454275790391822,0.2109825764893701,0.1712183675496212,0.603546439944977,0.6153614242366652,2.0,-0.7051030217007714,0.2400739968326911,0.2186945052296023,0.7715526905375132,0.8015842439867578,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3738524002154711,0.1655891506772795,0.1386472994839981,0.727494876617828,0.7545905087618415,3.0,-2.3923667347012785,0.2638850693408095,0.233260019121097,0.2682512945273978,0.2707417582417581,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2628273514184656,0.1927584349014891,0.1449249683827229,0.6258922217638353,0.6171478027008468,0.0,-0.128845770981032,0.2089902398714301,0.1597267697133064,0.7356895794423387,0.7537065757246407,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3870497769123174,0.1638347875319208,0.12080458889457,0.7339689584862457,0.7714074937199239,0.0,-0.555640589951726,0.1786973259262077,0.1493444346949855,0.2182785124331829,0.2934981684981685,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4983547947334711,0.1482985142087305,0.1146169997062279,0.7457257048249146,0.7909830692445475,4.0,-0.544075882556359,0.2032471021546343,0.1793367863122201,0.4603737750161152,0.5730311355311355,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1098367511929709,0.1990345257968921,0.1744065813581329,0.6968211085402869,0.7277580414845549,2.0,0.314682944415955,0.1434932094481819,0.1164436388680851,0.6053924207631183,0.5922340241692087,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4398143681138559,0.1489354313095051,0.1252685695837913,0.7268326608618441,0.7615160296711251,1.0,0.2500316767750153,0.2402169111371362,0.1852142293252696,0.7879546225523806,0.8143315018315017,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4062735787552287,0.1612451670109847,0.1342579491111655,0.7281620880873825,0.776998721973526,3.0,-1.580969544560177,0.2301732555946718,0.2063069233180597,0.2366578538739999,0.2702380952380952,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4941474423800636,0.1505584800915407,0.1162254969531969,0.7314228336982773,0.7565452770799916,2.0,0.1125167315523236,0.1642104874118923,0.1400219596779835,0.4610841533873551,0.5042582417582416,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3391061738588979,0.1859540322928726,0.1539394824411938,0.6656735468591518,0.6802701259876149,0.0,0.3971381863858004,0.1548709256085215,0.1328572435385445,0.6898898352514862,0.7042332694282476,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4951927150610383,0.1491215846025211,0.1218816019836386,0.7431566244160378,0.7800205185843485,1.0,-1.1830551421034985,0.2546411687143005,0.2215769166039744,0.3516643445877719,0.4630494505494504,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4929518118957438,0.1416110060148563,0.1113981396716152,0.7277476729353349,0.7576964016271831,4.0,-0.2066612238201886,0.2936507957333627,0.2294477402351135,0.5009402282933026,0.586080586080586,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3654017151859947,0.1678909703927825,0.1408316157313454,0.727864736343213,0.765327193450595,3.0,0.2919552261396311,0.1599705208051906,0.1283427874907611,0.6009002242222049,0.659142702116115,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4441276838001965,0.1574647290375657,0.129725989020156,0.7201876340765749,0.7608480579225261,1.0,0.2119962354522305,0.1479750843104875,0.1250735202032686,0.5991280272897017,0.6517857142857142,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3318388188455127,0.1715696080084602,0.1223532154292239,0.7064918332867394,0.7412668891792065,0.0,-0.4742935170980835,0.2020961714884075,0.1665176955677553,0.5461504123636944,0.542935108046088,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2928503926214761,0.1759742694142332,0.1487751081567096,0.7301325043000415,0.7671026149329623,2.0,-2.286329802301369,0.2597281326694109,0.2273151460568549,0.2886074894343166,0.2685897435897435,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4510337257236971,0.1551355391259181,0.1147451999814974,0.748188365350188,0.7856639547009089,3.0,-0.4741809754530097,0.1985936891792376,0.1743464246015731,0.4167777865371133,0.3634615384615384,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4455333365978338,0.1480846729135027,0.111895643770525,0.7378582028503062,0.7653236268437839,4.0,-0.1698920700105799,0.2891421474450264,0.2252898543916916,0.5585984442308274,0.5770604395604395,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2461866928753378,0.1799642755510712,0.1395682583119261,0.6450626851675776,0.6702737200169973,4.0,0.4590183059674447,0.1367469552191909,0.1082554653503989,0.7875480486833986,0.8426764421527554,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.480864483743091,0.1514905827342269,0.1197061048772738,0.7228057350667845,0.750373606370732,0.0,0.3284839691584421,0.155085869290783,0.1152707846793987,0.5789041940910471,0.671093326098752,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3102562403775487,0.1717869340190535,0.1373531408430405,0.6408348477770591,0.6722076701721794,3.0,0.2976286396288518,0.156549809330384,0.1381908927494771,0.7986960426668568,0.8427077430685331,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4902626153852879,0.1511355009738897,0.1212351048033905,0.7282465467549042,0.7714453321376656,1.0,-0.0128010598720444,0.1754215227878173,0.1483164621936459,0.4874541059749536,0.5413461538461537,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2710426809225225,0.1761775902994006,0.1406968979630114,0.627236936009391,0.6451450384042945,2.0,0.3888038644327986,0.1437341981807565,0.1174688223520576,0.7795712351818089,0.8121850555181204,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4523276394996908,0.1555244391756264,0.1259540000416878,0.7121556069710957,0.7484401696761329,0.0,0.4228548960288568,0.1393452437106219,0.1048210084900254,0.7271927560979604,0.7606890938686923,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4625200755951385,0.1545108622145427,0.1259811047338493,0.7265856635198417,0.7705900687138355,2.0,0.376803459044451,0.1500797560107219,0.1155121969220785,0.629178811807413,0.705507325013565,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1615449847822595,0.2094496486481792,0.1777944350776508,0.613377340647969,0.5986792654281444,4.0,0.2758596677497694,0.1697353790552615,0.1472361744293382,0.756375550746107,0.7855612954513547,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4736646856271036,0.1443654602160178,0.1181368392679903,0.7308229054226635,0.7613127698094104,3.0,0.1052999956469437,0.2623740250604305,0.1994201755481456,0.7858733135993234,0.8139194139194138,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4712697715985621,0.152249381602164,0.1250066679841666,0.7387855822894671,0.7701426739780605,1.0,-2.0321688800518887,0.2848175429129858,0.258867842078832,0.4454365683337508,0.5131868131868131,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.492834428546039,0.1490281810033249,0.116797933277738,0.7304043256985371,0.7754538094543694,2.0,-0.6464662375738293,0.1838399254643541,0.1564442566930344,0.2750558581972891,0.3016941391941392,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5013894485337795,0.1494768644355538,0.1160711722991971,0.7291419611694812,0.7705145260296437,0.0,0.1485093872679397,0.1608461741484795,0.1378081422709067,0.467104787978526,0.476510989010989,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4506397311678534,0.1568777956498637,0.1275235927653064,0.7169691915267007,0.7566467350481909,3.0,0.2092975727620885,0.1504589150233682,0.1300674500831165,0.5735538572578092,0.6114010989010988,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4469986598002512,0.1563537699183299,0.1286970537653194,0.7235235856428693,0.7707278380402148,1.0,0.3322685739185939,0.1546482266922197,0.1194870749550043,0.5869645553801306,0.6893651654910471,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3525757152004057,0.168212962161473,0.1373956880173496,0.658805235827763,0.6912430040550321,4.0,0.3046269812223445,0.1593366281840398,0.1362762984999428,0.7154957983822761,0.7402953153839393,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.29270590727254,0.177416335136145,0.1498259189543447,0.6859800513921153,0.7110825133789642,3.0,0.3594046554790052,0.1387322622794166,0.1134704585390048,0.5998505392349758,0.5988429805207592,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2611109956995365,0.1819628995453059,0.1530561784217192,0.7223502412017978,0.7641831017110975,0.0,-0.7046239943092032,0.2275805285629501,0.1944189441351443,0.4793164542639941,0.5102106227106227,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4985245867899939,0.1397837281657475,0.1074358180516171,0.7521838042466134,0.7864229530461376,1.0,0.0682919066483584,0.2925873006390023,0.2475409402399999,0.3487660794813434,0.3896520146520146,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3008224138577086,0.1762266725276541,0.1492035824110476,0.7326913332210079,0.7809031941921133,2.0,0.3208092621047853,0.1566770822926854,0.1247294423209884,0.6196761077147616,0.6848209441128595,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2725549855490308,0.1792413960851534,0.1504907722841117,0.6941331135549776,0.7280575062771247,4.0,0.1985155216147777,0.164209092002931,0.1428660684237157,0.7597417752536388,0.8136190992946284,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.2900047186910032,0.1770560431175251,0.1255306244600042,0.7071568128828793,0.724376733405961,1.0,0.0538676254640834,0.1658922621456982,0.1312544783502013,0.5844208619471498,0.5771493676380165,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4581680966418484,0.1546929489114293,0.1255576283343061,0.7162766117070609,0.7530637066876805,0.0,0.4292184535804988,0.138574909440484,0.1037367841949922,0.7519338406247744,0.7987655995659252,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.3598172380914212,0.1687895581439335,0.1217431595984629,0.6832885396398364,0.7258298647129544,3.0,-0.2531813716559374,0.1940405712419262,0.1560666433068377,0.5863495422635002,0.6150735042941137,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5148023215669995,0.13749634509955,0.1132061546089263,0.748868993722356,0.7857985394334326,2.0,0.1257198830237034,0.2834267514487051,0.2487309770495475,0.3799706739206022,0.4861721611721611,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5058386828193202,0.1400090006926316,0.1080302421345278,0.7462804959322192,0.7807236051077037,4.0,-0.3900892733768346,0.2966150577002113,0.2391972681281811,0.5270450374067699,0.5401098901098901,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4697521661355675,0.1534678269957272,0.118404990109227,0.7258381862414423,0.7716959799511623,2.0,0.1832943405867177,0.1718076036774651,0.1238862456121082,0.5967550828617452,0.6467444384156267,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.490429127103459,0.1494654331167736,0.1223612106999409,0.7454413445368957,0.7828217558900651,3.0,-1.8368160734376584,0.2754898686217144,0.2489101156018755,0.4306930534316743,0.4403388278388278,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3583730887996749,0.1683155763540375,0.1389898376797861,0.70721879259503,0.7373680007291697,4.0,0.2069371277914441,0.151881188508266,0.1246459707325031,0.5396344361414713,0.5084877566521587,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3303816386487344,0.1718283409898051,0.1458341250717675,0.7208694807341716,0.76245968949518,0.0,0.1598383329312931,0.1675796832414843,0.1318112421702075,0.4458785924641771,0.467853927797805,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2412183275248861,0.1767832834387026,0.1428771976556472,0.6094499201338812,0.6409831912042193,1.0,-0.1288372631185703,0.2002999282448736,0.1806070682067501,0.712689227295419,0.7281055818591228,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3952532736664653,0.1634274465027436,0.1213006611465581,0.7253108940151773,0.7720637734369983,3.0,-0.0164270936971417,0.1849216492375682,0.1336747609565355,0.7553201887841323,0.7972192078133478,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4617940149275471,0.1458970974745555,0.1143150139088645,0.7303508486132066,0.7546548915809835,1.0,-0.0942190080306151,0.2796344223356898,0.2201059933559669,0.5601387284025773,0.5837912087912087,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.515992507931998,0.1460855171172702,0.1141764455466912,0.7491517427051593,0.7983719547393868,0.0,0.2407726232051965,0.1593037003219778,0.1271086166307422,0.5309305664144318,0.5437016987569777,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4702548398452728,0.1448323386824597,0.1211319778965532,0.732565815999325,0.7623411818438145,2.0,0.2973183976980483,0.2325205864101169,0.179460592052752,0.7937007906602512,0.8194597069597069,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.327672365444946,0.1699592804447665,0.1340747941959783,0.6389475240001866,0.6634384602408249,4.0,0.3826582231498654,0.1460794800037179,0.1256148718468178,0.785905804642373,0.8276166027011982,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.491642224320585,0.1484058009202985,0.1214503051630263,0.7394587835660575,0.7812266990311226,1.0,-0.1026399433847233,0.1911909896726948,0.1514937716987335,0.3613297222640592,0.3876288659793815,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4447692823972109,0.1570415723225543,0.1181064977325226,0.7276566193552698,0.7732110349791242,4.0,0.188949655600486,0.1712117256059454,0.1235814610543539,0.608887401592109,0.6676614215952251,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3117903353923771,0.1750064164474414,0.1464169712894027,0.6853815793712811,0.7349095482185252,2.0,0.372248609056926,0.1373344273837528,0.1124519178310906,0.6265407761713373,0.6186145907430405,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4691914132912077,0.1516474498684913,0.123926448119938,0.7409412514979834,0.7781389499351646,3.0,-0.0467574599467319,0.1862831586000413,0.1492548423011419,0.2938064961009349,0.3175122083559414,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.365597719160053,0.1662725867127896,0.1336877715691337,0.6556537433109397,0.6833761026420702,0.0,0.300052924372317,0.1562296403128644,0.1370380339634089,0.7617202449202857,0.7739826560806259,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3123123955421172,0.1731146744861168,0.1398204746787437,0.6577644138163516,0.6882150757942972,0.0,-0.0888619553342309,0.1948575524221381,0.1763004797126968,0.7777393988874842,0.8181459291594645,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.229838016410714,0.1844290251571243,0.1550876642849004,0.7034492382754642,0.7409655510251083,4.0,0.2524878863050207,0.1585837776509738,0.1359464386318695,0.7266961119020636,0.7727753662506782,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.3288645776468798,0.1744213245572555,0.1415119647489024,0.6600850224829846,0.6994116727937185,3.0,0.0181870777192646,0.1871637892778661,0.1684048317055263,0.7600826791802816,0.7781754739198407,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4872269576807636,0.1512371065781234,0.1162502468690588,0.7214314679408869,0.7591499266751227,1.0,0.3169112982193707,0.137772646542073,0.1139724328767767,0.590321458661297,0.6187728937728937,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5045143102101814,0.1465148685290247,0.1124328583602925,0.7382247089615994,0.7782403393016504,2.0,-0.0413833940680294,0.1858043532291068,0.1396832881609822,0.2890399479914115,0.3038659793814433,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.357527429224836,0.1690911523615992,0.1395471209389657,0.6980618227889586,0.7271066714699282,1.0,0.3614978554299537,0.1385054170661782,0.1145121781564945,0.6233273730630076,0.6232703985467933,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2256258669592427,0.1824020946516632,0.151717823538119,0.633475552895713,0.6567897767917199,3.0,0.116600673870991,0.1747450620381305,0.1510135149975992,0.7535988525140724,0.7906465151026866,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1765176668256002,0.1805756504393263,0.1537657582355545,0.7272161952203906,0.75038041579195,2.0,0.3399521605838262,0.2253563629916645,0.1844549269489809,0.7947756392724112,0.8288461538461538,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2758532963824834,0.1563793544555186,0.1370046842267321,0.7159113306051739,0.7444018854248499,0.0,-0.1777429486245947,0.195944045772735,0.1526565771069189,0.4795121693110118,0.5094115838587947,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1067317293478746,0.1982818859842708,0.1699229493530114,0.6342952044539641,0.6666292090444942,4.0,0.228720561112695,0.1607962880770325,0.1367935506842482,0.674462050931733,0.6474866697916972,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.471512355073019,0.1538686963277274,0.1222811089657897,0.7193296398604755,0.7568990042674254,0.0,0.2928845319414426,0.1422841613836382,0.1210436006990498,0.5997689829121167,0.6167582417582417,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.453413426582389,0.1471165474788931,0.1232182396628477,0.7288978707099762,0.7533211728792292,1.0,0.1736164332986348,0.2521581178926919,0.1950564616331129,0.781300196727009,0.8244963369963368,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4600476581020603,0.1461336073341662,0.1147968469796877,0.7356298181284212,0.7645696737662026,3.0,-0.0805437044633172,0.2778815241603636,0.2184276746393813,0.5775623291683419,0.5792582417582417,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4691808211818928,0.1507955773379529,0.1161933524356156,0.7283761262591693,0.7616261889498174,2.0,-2.4052365593441323,0.1863771727636495,0.1695491402945388,0.5556507125821613,0.5972985347985347,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2015152273073613,0.2043963198113927,0.1480158303317786,0.6460140551793089,0.6427631859918856,4.0,0.0607136048901418,0.1933125377217674,0.145540712746083,0.728157171197766,0.760945108077594,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.2001788986072257,0.2286974271009642,0.1876398353179542,0.5536501192194561,0.5946797453379941,2.0,-1.9500864421039743,0.3207363643477126,0.2906364733048874,0.5638373861402377,0.6149477778103303,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4292247477522007,0.1585741186030126,0.1242712440371582,0.7037753254413012,0.7362234645115646,0.0,0.1436241727231282,0.1540275148739264,0.1239794123548446,0.530344586574552,0.5102801522330598,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3784137548936859,0.1521885967054271,0.1270674981637625,0.6791336077102335,0.701632956586171,4.0,0.1317109714815284,0.2075201559339496,0.1824854594341242,0.62179197748148,0.6937230832332346,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2352832009053561,0.1804471098423631,0.1456199548589566,0.6249699056341688,0.6492494506808566,3.0,-0.5662696777450951,0.2300928274795121,0.2104498768300443,0.7843699644180927,0.8290323880116017,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4623987926426105,0.1552113100158201,0.1247673618684154,0.7140840849129457,0.7513965087453329,1.0,-0.1736101342371792,0.1888351026239484,0.1588954781279856,0.4730342300575934,0.5415750915750915,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4843256445660201,0.142810505921619,0.1184098803226011,0.7295902596670438,0.756447395935078,0.0,0.0728144326913754,0.2574078783277169,0.2056603778892828,0.5710872652881323,0.6137820512820512,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4457183893360098,0.1549641993824111,0.1172019570413682,0.7397963640748931,0.779720924582445,4.0,0.0752860629418951,0.1750871455536519,0.1292196300548933,0.3424187936549668,0.3788659793814433,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2869919221587859,0.1713681091139951,0.1374624888900602,0.639895241959767,0.6816928477607163,3.0,0.1175720820915543,0.1770943660140346,0.1576275279926897,0.6869461525380587,0.7028423260717876,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.52584247928922,0.1441782629192814,0.1161545737129071,0.750358542314232,0.7861203435951477,2.0,-1.5032460029696155,0.2587866139233571,0.2325956011548719,0.4510908554811755,0.5396520146520145,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4595744915634074,0.1552614677013558,0.1249872553181246,0.7116851267003451,0.7422896759122964,1.0,0.0975522921591143,0.1583563463671379,0.1368196950400976,0.577897661854728,0.6459249084249084,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4296230623317693,0.159850439024741,0.1238184616607947,0.7077688049508323,0.7414396988865075,0.0,0.3012336792176173,0.1414416689176974,0.1192836158283185,0.5645684493603988,0.5762820512820512,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5212928171666776,0.1452153998861965,0.1144861914029706,0.7472286549871672,0.7849873160343486,3.0,-0.7725877340281657,0.2294563790390684,0.2001870725126153,0.3254937126752849,0.3437728937728937,3.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4692535360893317,0.1516385756341588,0.1183699999711962,0.7332027135843955,0.7703301497177706,2.0,0.0149682242443873,0.1807072933611723,0.1402824463253865,0.2981290639918718,0.3375746066196419,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3158646205423961,0.1632686575970221,0.1392765101589021,0.7437093864693451,0.781295140197716,4.0,0.0908081216941382,0.2890302589563845,0.2533225619640452,0.4142813804449641,0.492628205128205,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3875342318101296,0.1650123776542629,0.1231308301971762,0.7269612282915374,0.7639518727928831,1.0,0.1412379575127661,0.1764043461711134,0.130743227103057,0.5273579339670963,0.5941942485078675,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3218392389360029,0.1730411337418646,0.1461735268724661,0.708946402302612,0.7332292023836908,1.0,0.2976384005505867,0.142932357599577,0.1168119245231509,0.545625294207313,0.5334376218206078,1.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4653857307249417,0.1456269842806542,0.122508556636868,0.737185641205321,0.7683723528068435,4.0,-0.0241019390164425,0.2545912318464612,0.2047616107198197,0.51170181127248,0.5347985347985348,4.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4568537778875056,0.1466528226289323,0.123165616390967,0.727983644941353,0.7567393541357708,0.0,0.2057395942702014,0.2472085997955598,0.1901278211357195,0.7824724210347072,0.8039835164835165,0.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2668885069295399,0.1771051755193543,0.143422894489714,0.6125090341931164,0.6431739070048047,2.0,0.2754818109755891,0.1589987800571073,0.1374419675771012,0.8072387981124236,0.8479317121396623,2.0
nucleobase,cytotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4537792019419953,0.1557621770326113,0.1208625015140039,0.716856349430314,0.761938083839041,3.0,0.314798014420021,0.157368898256744,0.1157494239032982,0.630109308690906,0.705629408572979,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0826410307719234,0.2184858729609809,0.189103950423238,0.352045543368978,0.2357212223328218,3.0,-0.0095926494897553,0.1837016359079323,0.1529138627274098,-0.5110779907685681,-0.4630031309029934,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0697990690615784,0.2026615724505417,0.1649570033141745,0.2926380049022692,0.1413893259688392,2.0,-0.2335415659364594,0.1894205406209229,0.1651312899932442,-0.2893338356572703,-0.2853236860070973,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0151428208217555,0.2074995812075297,0.1725848129500338,0.4378321082731528,0.4464647277590981,0.0,-1.821747149060307,0.2675517984447394,0.2464647650748082,0.5048316177333951,0.5464069491041489,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0123640970568275,0.2088245035992399,0.1578063893064553,0.3585159473370045,0.0920294152491224,4.0,-0.7266912492052293,0.2241080835070133,0.1923037919306536,0.2893338356572703,0.2853236860070973,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0740880477147846,0.2014759963892891,0.1690259972959719,0.4921455433880459,0.5057695183966288,1.0,-2.0722156400263336,0.2866922085753649,0.2599147520295056,-0.4288917738665929,-0.4736654667156709,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1669415270744656,0.1801646323706167,0.1514644022326869,0.4355473650695298,0.4365361098180047,1.0,0.0785983199826052,0.2909645223002288,0.2488048602824876,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.107091743281072,0.2000028914213002,0.1602128079703294,0.4351439999548012,0.4644772834010048,3.0,0.0707519037062764,0.1631087388509938,0.1350627090516291,0.2771324414778,0.2605160066936189,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1649169154095318,0.1907669466926941,0.1574931283783013,0.4299906165593614,0.5329853840240004,2.0,-0.0640853585357901,0.1926278445056777,0.1615798033737328,0.1094912938531754,-0.0649030456415427,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1605255061917381,0.1925493179758564,0.1580076053918329,0.4527789445519938,0.519156626627969,0.0,-0.0178233401271883,0.1850486173129203,0.1416957036977942,0.1614095000244693,0.1399558104044965,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0164114358898164,0.1852682112023796,0.146101117434562,0.0208862859493604,0.0606477300213389,4.0,-2.0416685051685057,0.3148928176926266,0.2673467885630455,-0.3297783038182016,-0.2307042007025248,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1400411743683963,0.208193714523205,0.1605041349071393,0.4260270102664113,0.337919057658844,1.0,-0.055984858267476,0.2021331503422078,0.1650672825172758,0.442682698682486,0.4578832622771174,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.0320068030636446,0.2021498041032136,0.1617496345025563,0.4380946778797318,0.4451880422820681,3.0,-0.3597655060953302,0.3234551930466345,0.2447958966712683,0.7112459937067968,0.691889913881105,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.1052463795787589,0.1907833584225331,0.1551706843989789,0.41859476992632,0.4879398911590782,2.0,-0.5037917406419135,0.2252524271817877,0.1991320712778113,-0.2121352228832307,-0.3191696782170349,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",-0.4641666065060175,0.2223624168711268,0.1978360609883802,0.0470610776796998,0.0744890386249331,4.0,-0.3493487360983407,0.2097340377589468,0.1745114329599454,-0.3297783038182015,-0.2307042007025248,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.118636358733369,0.1853144829544386,0.1574080827001897,0.417731348132852,0.4847375002773018,0.0,0.0200516119508706,0.3000662422675211,0.2633048486776598,0.8029545359545911,0.820456254846787,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.09070327380678,0.192327581802519,0.1548572574353633,0.4242394774228681,0.4879398911590782,0.0,-0.6546198798047946,0.2362787968578386,0.2122547275006552,-0.128614619899956,0.0291988060811602,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0662600419679696,0.2027239497971452,0.1663363442253206,0.2834151399104349,0.1379435240448752,2.0,-0.0011898851844944,0.1832012230699581,0.1574640141324177,0.4105563208950935,0.3890232410669264,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.2128419137652704,0.186212436949819,0.1523058097112739,0.473589214355412,0.4810892484901062,1.0,-1.2168993692742158,0.2566074470234871,0.2262708615801574,-0.5395923639956727,-0.5413319619607666,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1613413591263403,0.193414210949116,0.1569806789451345,0.4563901791513053,0.4891297615148301,3.0,-0.0299979688873479,0.16917751214191,0.1389895833646302,0.1442634616974803,0.1353329904901916,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1121365802717069,0.1865004497074792,0.1573449407321983,0.4702610057172803,0.4980412959210091,4.0,0.1347351211880876,0.2436051473634112,0.1970171643326374,0.5973648060937231,0.4060560025551511,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0256197157087466,0.196018940506179,0.1655482467399108,0.4399406107492245,0.4066323481508794,4.0,0.046163556154804,0.2614814374572138,0.2226966993995166,0.7436267600256601,0.751341719013613,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0090398157229329,0.2108694316814769,0.1615831968017623,0.2459078512323196,0.1727653493578156,2.0,-0.3648256740494844,0.2154824596858182,0.1861165500295044,0.5415347028558248,0.4960937679853256,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.1173897877784688,0.2200232070377351,0.183101810845018,0.4473687823101003,0.3770198835678181,0.0,-1.6108955751451417,0.2942017908085489,0.2615131952865131,-0.2124212580463678,-0.1284462865225478,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.1565039488454679,0.1921918846064324,0.1571746986120346,0.4439036495632165,0.4020418631152649,3.0,-1.3322194040367807,0.2188004055795885,0.1993102819168582,-0.3217886573463498,-0.3400241386066066,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0134226605023224,0.2114755034439452,0.1739617009932283,0.4731444009033215,0.5730611275742783,1.0,-0.0911852632512533,0.1973134559704784,0.1481962104977178,0.1045248101421831,0.1237244302154669,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.1314652968235985,0.2243955331376621,0.1625585654702953,0.2798626584897647,0.1709762082947931,3.0,-1.2203091630130207,0.258280908185076,0.21833189465949,0.3718867523068355,0.3448602539303295,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.1556959874238594,0.1813765862062328,0.153365049791346,0.430933752196131,0.4615174574787475,2.0,0.0671239783018213,0.2927706273600978,0.2527161227930123,0.8029545359545911,0.820456254846787,2.0
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nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.2464663654269661,0.2342245262274045,0.2046476622727604,0.2307093008234811,0.1379435240448752,3.0,0.0661553665964732,0.1769324355168666,0.1470136903195853,0.4148588741752866,0.3890232410669264,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.1542024334386833,0.1815369407840358,0.1497103852906874,0.4403097628812464,0.4866308161548021,1.0,0.0259424667015715,0.2991629747129422,0.2553332093949668,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1532338554741765,0.1947937371189726,0.1601616741623885,0.4461039243410911,0.5116196907594004,3.0,-0.073929596590931,0.180637830555629,0.1531187452395492,-0.1310537397100992,-0.1522496143014656,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0329910770448745,0.1955634234516443,0.1593527160330691,0.3834445955796038,0.4135048196115192,1.0,-0.1584758893083693,0.2877279181209089,0.2255559524477015,0.64805352235128,0.6648233157830666,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0881953483564781,0.2021362239446416,0.1687971217706458,0.4397523670652553,0.4557686093601845,4.0,-0.6828259457586445,0.2261207424567795,0.1877339558479048,0.1310537397100992,0.1522496143014656,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0802725458734765,0.19100782448254,0.1617961373837615,0.3327058048646443,0.2655320513604484,0.0,-0.2006191068118552,0.2756604580458911,0.2179345774197617,0.5978140497528716,0.5785485343455693,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1628985496864815,0.1933452973180413,0.1607478738034747,0.4552929231311379,0.4871826540595974,2.0,-0.0128892418620845,0.1909000297707187,0.1587067314124869,0.082668853660075,-0.0161133334347282,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0754494315027816,0.2167017480513793,0.1698306838798143,0.4558370427993381,0.4748884862456478,4.0,-0.258130518123,0.1969518424508488,0.1500130040196194,-0.1955481612097899,-0.159235913157764,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0368337566437613,0.2137244966644094,0.1809594567003003,0.2897771330150471,0.1381601905692278,3.0,-0.3248977578845602,0.1915831417713084,0.1675232333719727,-0.2102063436269139,-0.2017332814898806,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0728096393715866,0.1903388629117304,0.1613729385227686,-0.084834944558577,-0.0667549668145255,2.0,-0.9072520769817272,0.2493508556482101,0.2103863330376875,0.3297783038182016,0.2307042007025248,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.0848449672822047,0.2025072532013591,0.1700551562291634,0.4744944089474639,0.4266659704407117,0.0,-0.6869525144443558,0.2263978155096717,0.1879833677586771,0.1310537397100992,0.1522496143014656,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1890894877163574,0.1906249364881928,0.1590598947061096,0.4626646615679224,0.4315376401022676,1.0,-0.4011972304058555,0.2063338293001642,0.171457200931386,0.1310537397100992,0.1522496143014656,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0704036869425309,0.220539786114587,0.1861947251075299,0.373137006855896,0.3848273042368596,0.0,0.1464908372455201,0.1842744399769536,0.1569428860234936,0.4757493204534082,0.4938480598312979,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.151823708675005,0.1946200727077293,0.1627880483403213,0.4689701117489738,0.5389559820126232,4.0,-0.0640567034562367,0.1956624120131303,0.1664029180220661,0.0505438100102314,-0.0161133334347282,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0826813198223568,0.188830421465802,0.1612055767006721,0.3239226456817521,0.3177325649897439,3.0,0.1842282420282175,0.2769908356095952,0.2358795852088806,0.8270846587317208,0.8424478658014432,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1473009475202177,0.1954749618145305,0.1597083429856254,0.4606317456367185,0.4315376401022676,2.0,-0.0521714179715899,0.1787985749795785,0.1515760503728919,0.1310537397100992,0.1522496143014656,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0724462063534796,0.2021376703565274,0.1690611544271232,0.4830527858226508,0.5282565526627931,1.0,-1.8537713188031693,0.2911426632524598,0.254844744627549,-0.5395923639956727,-0.5413319619607666,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1089215673765553,0.1969139705161407,0.1616039995822328,0.4369981003941972,0.44698987684194,4.0,-1.303360440426204,0.1784886650189542,0.1576617111383144,-0.1478633942130944,-0.1877745243051409,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.187283564607933,0.1908370822919918,0.1572840759140959,0.4548732783440931,0.4562318059051388,3.0,-0.1741384708135367,0.1888776027961827,0.1586469514250729,-0.1310537397100992,-0.1522496143014656,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1342877870019696,0.1837805794756658,0.1554958657428341,0.393072484951325,0.4160528792954623,2.0,0.1688604706123004,0.2456203409963468,0.1877582501729107,0.6673014026366111,0.6947148615144252,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0968459283400612,0.192869565352427,0.1595775827179741,0.4592491315208972,0.4167967228653264,1.0,-0.2183635664276246,0.2080911339988633,0.1818962145664678,0.0459382463706336,0.1203972971915836,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0009496882009848,0.2096938855055151,0.1779256790392875,0.3114688611829879,0.1233914590340914,0.0,0.1221989775109102,0.1715410970767453,0.144692487910035,0.3919241074843285,0.3890232410669264,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1330413452147852,0.1852811501386664,0.1567414186939798,0.3950270893448616,0.4484512619412705,4.0,0.0749392249470936,0.2667885896388883,0.2125600906484554,0.7112459937067968,0.691889913881105,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1855264798664605,0.1885844598044584,0.155794851741817,0.4611536652552845,0.5293481822331173,2.0,-0.5073526803075181,0.2155780991122304,0.1869906925222856,-0.1834751024329605,-0.159235913157764,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0119078436405719,0.2111398554871348,0.1608292044361928,0.195074115013326,0.1236205885127662,0.0,-1.1439206618359543,0.2437083802672524,0.2090010802403288,-0.2102063436269139,-0.2017332814898806,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1556250832202719,0.1813842020011434,0.1529430880572355,0.4268755734836866,0.4381885634921288,1.0,0.0499146451858208,0.2954587458640592,0.2538346950894067,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.0784542638350548,0.2021936346584188,0.1669740670153324,0.3801823200914419,0.345325183172666,3.0,-0.0097660536405437,0.1592656973607211,0.1328330295105539,0.3328966072536058,0.3214158524142052,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1427306900555583,0.1945794046225576,0.1594570716826659,0.4391540926376958,0.4678463394563765,0.0,-0.0055905776203868,0.1839332477070848,0.1413848038212546,0.2016977502465606,0.1399558104044965,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.078586479851564,0.202304332007108,0.1629287367148987,0.4695877731436595,0.4629428046883563,4.0,-0.0546796802390829,0.1952404892833731,0.1499394038491377,0.189316771047463,0.3443649545479059,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.2114313954735893,0.1863792004590794,0.1529389404013276,0.4812637206817797,0.5282565526627931,2.0,-0.9357497413780856,0.2397843700740309,0.2120822953350188,0.5395923639956727,0.5413319619607666,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1955060561556051,0.1872404494302388,0.1539749569755927,0.4850187863917046,0.5381158285797737,3.0,-0.1316472097151342,0.1986489892506942,0.1693911034353701,0.0561855629220514,-0.0649030456415427,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.1631210044351562,0.1805772898833623,0.1522516507077183,0.4367630837720175,0.4457305612353457,1.0,0.0364691222394034,0.2975420539309893,0.2555927266364762,0.8029545359545911,0.820456254846787,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.059532005117478,0.1871989571711698,0.1577786794731158,0.4553018456669,0.4740421712025428,1.0,-0.1244971711691735,0.2361605284685864,0.2069600769073516,0.4912000170151364,0.1443046348898792,1.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1854109149343146,0.1902160616732905,0.1568696295869529,0.4673933478568239,0.511320500244204,4.0,-0.0038768093808474,0.1904801870056005,0.1477478165995139,0.2251622707046111,0.3443649545479059,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.0822367068049271,0.2011622395231356,0.1604323830208624,0.3368191769413143,0.2149498230294188,2.0,-0.219577549212701,0.2019038704452272,0.1779810989345902,0.5110779907685681,0.4630031309029934,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",-0.0718726510111107,0.2101137019922165,0.1657610313331002,0.3365444009933984,0.4167967228653264,3.0,-1.133594278504551,0.2753728023247724,0.2487476815349287,0.1029549340439966,0.1203972971915836,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1916187373240443,0.1887060492761324,0.154464625013655,0.4727001762691018,0.4721136574402561,0.0,-0.63625779003553,0.2204561047608478,0.1960682007659672,0.5395923639956727,0.5413319619607666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.1661591069161145,0.2269143321228164,0.1614170815463232,0.3551017803820359,0.0901949794756436,2.0,-1.304788309145494,0.2589200599152819,0.2198921564549702,0.2893338356572703,0.2853236860070973,2.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1359021230982159,0.184864644313323,0.1566592753153416,0.3977832671999053,0.4226216856075804,0.0,-0.0203943350036202,0.2700365327360025,0.2132950621045376,0.64805352235128,0.6648233157830666,0.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0393988385973256,0.2069063851690002,0.1743098565117291,0.5374483132528043,0.5427263049457399,3.0,-0.0253923385625052,0.1909018597384056,0.1566945199954598,-0.0555946127997085,-0.1664107220639064,3.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2117990870516795,0.1879367505360789,0.154192748951372,0.4756710156641283,0.4386720248859247,4.0,-0.2229210368629901,0.192761373002414,0.1611327506906626,0.1310537397100992,0.1522496143014656,4.0
nucleobase,cytotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.1457284483833437,0.1942388973571861,0.1616544712482373,0.4216291754117304,0.4678463394563765,1.0,0.024388192539432,0.1811707847313375,0.1510446228466703,0.2421114285271368,0.1399558104044965,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5771606751592326,1.4047817294430318,1.052032448695256,0.7620271799387695,0.7598688082118839,3.0,0.4471549747063299,1.6407997342229232,1.2253882523788058,0.6744288976557258,0.706326494313214,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4671650005571969,1.5698046803225223,1.2475084272027015,0.7104131563651521,0.7167655345444369,2.0,0.2446564254051917,1.896292286816601,1.4335308055723868,0.6243454186741945,0.6097109119140366,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5156599660449435,1.5025421999152326,1.0869874824856884,0.7336318227617836,0.735784591201107,0.0,0.3108455367293509,1.8007628752543254,1.4589262215420604,0.5662097904619205,0.5435336777422171,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5394317678388011,1.504737625106077,1.197968921095463,0.7433577131714977,0.7423435108142782,4.0,-0.6888146800055264,2.4747320644798068,2.138833833899763,0.0913077621693443,0.0407246621414337,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4614014166295133,1.530834633555919,1.183113516097675,0.6929867335130038,0.7082470450943226,1.0,0.6762968841903778,1.3664927585815234,1.080906583999684,0.8272216960311521,0.8249753167483006,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5652601990027379,1.399176948099637,1.1253161184697449,0.7651374126885034,0.7446841517928037,2.0,0.2338535767691856,1.84129115775016,1.498596043173057,0.5172506461795956,0.4962980796773913,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5621246791266599,1.4634587587299557,1.138068240938004,0.7554091129154272,0.7556072388453637,3.0,-0.8214826996744762,2.5655977825631644,1.997971217810936,0.2419300717199473,0.1448593946780724,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5022736950266737,1.4486480638724113,1.1140703249412909,0.711149025182288,0.7162909246329818,1.0,0.441487222019429,1.6720631697840855,1.3707452373479003,0.6997882484400599,0.6994406949793754,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4673074628733255,1.5122343770047106,1.1116570260135958,0.7127064951045938,0.7202174766097836,0.0,0.2030056195332693,1.8566526908127243,1.5370844980962448,0.610227418400632,0.5735981182950166,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5835374598732481,1.4362878141337323,1.1399704514868354,0.7731495500261678,0.7700045193887092,4.0,-0.0636754543897226,2.096589888832261,1.6136416914591831,0.5278843992884117,0.5316968382126113,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4029624592648172,1.6155364244341683,1.289399579590541,0.6696237348582839,0.6831226871134871,2.0,0.5632388478884589,1.4895395732267804,1.1987981215462356,0.7626720715959485,0.7740181861476654,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2862092314476526,1.857646935174688,1.4783376687102847,0.7183853896631603,0.7331465755976558,4.0,-0.7305742923602261,2.705134032376244,2.156507635222072,0.4402767107220379,0.4180214636062564,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4925961233983971,1.5735530643592512,1.2245146361438382,0.7472284989456897,0.7580319599713283,0.0,0.3871566656105678,1.611913951994309,1.2750896899236572,0.6866523011899458,0.688931119896595,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3653616281064463,1.646951668873984,1.2984003833632138,0.6593110164842494,0.6743375039514151,3.0,0.6881920081513726,1.3952246981672602,1.0997112982467918,0.8360807686209151,0.843533069605144,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5558686949820546,1.4622240463266687,1.151518083188538,0.7553107281422258,0.7585256052583084,1.0,0.3396220112241368,1.5950137918475529,1.22886117897838,0.6032240234147417,0.6114197238549426,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5304375361544764,1.466345757678393,1.1083549059313145,0.7292640763444876,0.733101790778976,1.0,0.4505546199647114,1.644695430037347,1.3225050394961593,0.6775817347899032,0.678543701725966,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5235642884158564,1.5030383284418305,1.1051804787351256,0.7688047788695174,0.7726749329619982,3.0,0.3047980061513385,1.805657221199972,1.365341975065607,0.6566324454363358,0.6603941057328735,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5126365968463261,1.53005213677508,1.1962995308581676,0.7169077719042871,0.7241474552337179,4.0,0.3253209430534521,1.4349548463774269,1.041671286176599,0.600653764520429,0.5637062003076172,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5251745243359452,1.546027576604643,1.1737435894877943,0.7356902994351195,0.7399036492262043,0.0,0.1877728023885136,1.555677029274196,1.210304208830291,0.500467444372225,0.4714096053135745,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5155745732124745,1.5478245059025049,1.1576971173945267,0.7780796199414519,0.7847633968966035,2.0,0.2583333112090205,1.7752153207035315,1.2911525777022088,0.6219768934374743,0.601861319664194,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.420636257751611,1.5911174071590657,1.2165117842743205,0.6932068952192637,0.721321758751658,2.0,0.4992445764833836,1.5869296426187145,1.2391419441475682,0.7077747329198629,0.734531813911051,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5574099375831534,1.4254363801258545,1.0598587832905024,0.7553145995833008,0.738862491746906,1.0,0.1264357308574519,1.9642511620306016,1.6235975138228325,0.4251189667682862,0.395731475853276,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4407608372271532,1.4940885298631028,1.1615558043480492,0.6815905265890202,0.6883940345905265,0.0,0.4818626037075395,1.5799966982544411,1.2750083229021465,0.7190102688684585,0.7085942288730945,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5141320183898954,1.5247413262238418,1.1911317123877292,0.7205923382518843,0.7226481994859788,4.0,0.4115270980494525,1.3411882667221695,1.0279454750537873,0.6545148862796661,0.6358727803977987,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5360838408249322,1.506503461413943,1.1259116127542257,0.7397141269083967,0.739933936643894,3.0,-0.1000433195517587,2.106611822043587,1.6077085122616603,0.3759079301274979,0.3148851031454655,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5591240068637724,1.4466246031902872,1.084463987347595,0.756927262192068,0.7614703719891873,3.0,0.3803930820939395,1.3915031726899758,0.9824851414441352,0.6240624728193166,0.528001058728504,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5604331854598223,1.4222342623772468,1.128235043412414,0.7583833161665857,0.7486789823978325,4.0,0.1853005187614567,1.864054086650979,1.4887822164679474,0.5100111080776952,0.496753201075588,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5964115573414481,1.4140524293884662,1.0763621319129792,0.7736761398782447,0.7835125787874768,2.0,0.4510363814751446,1.4921291445055211,1.136441006073596,0.6744937433693396,0.6578584614195262,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5293130755869055,1.491498527016814,1.1668741764878867,0.733986885714238,0.738697741922266,1.0,0.4856648102253963,1.544258941798048,1.170445625598614,0.714901324931167,0.7379108698536802,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5584895706590016,1.4617976949635236,1.1681471234992102,0.7610354327163636,0.7592718351572545,0.0,-0.2130948592680632,2.237662649844467,1.7875163625599926,0.3911372323490772,0.3679704119678365,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5078922723843042,1.5410961580421674,1.2420484116449444,0.7538454499749796,0.7634840721493014,0.0,0.3588915579721948,1.613455314846793,1.2999367692046928,0.638163599520432,0.6017761243727474,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5416304739153348,1.448748681424887,1.1026182569020118,0.7478739604859873,0.7363962758155072,2.0,0.2904465822328744,1.8219475278307984,1.4497943935587974,0.5675275925383529,0.5710673445796074,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5114439067803576,1.55997720183306,1.2435789387694092,0.7277716315418408,0.7325172481388383,1.0,-0.1323020122508971,1.7769211439838262,1.3865152793697595,0.4296090113684839,0.4316460988880468,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4462480229722991,1.5224711105195885,1.1032933669337412,0.6912984138322881,0.6932319609329213,4.0,0.1701228605949819,1.7507101652946682,1.4367044206891566,0.5009487951536755,0.4934791420930898,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5326602756820277,1.5003444208470085,1.131233194789448,0.7442388261297459,0.7439568775877631,3.0,-0.2700645857451023,2.3246900320628425,1.8326119232626088,0.3702450735749106,0.3423793419537186,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4835116540689386,1.4626022715644076,1.152222335991993,0.7151362892227568,0.7147284786681172,4.0,0.4802741047656395,1.6197208300998411,1.293799380461375,0.6949434809039344,0.6911599317478718,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4999750514594739,1.555505045678052,1.2962320443379598,0.7431240219558874,0.7485528755688998,0.0,0.4401468026387289,1.5806825824641395,1.3001340352690096,0.6781735481070398,0.6673588266701788,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3364091929527595,1.6345641419630246,1.197873203269348,0.6637455767907151,0.6702573540217779,2.0,0.0613913610094506,2.03419790223431,1.677875034198952,0.7031228530847977,0.683419409266838,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5123892970357276,1.4545920609950973,1.1422229748173487,0.7200934577786777,0.7186713725449483,3.0,0.4217292909648544,1.6353877471380744,1.326750330664032,0.6567908304093041,0.661389331600984,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5505160039926535,1.475576495610799,1.1384679555266155,0.7437988655757004,0.741085880142415,1.0,0.2472660240724683,1.7609158488684873,1.4941008254885673,0.5163290255149176,0.4827362126658386,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4667612356523098,1.5226942105336236,1.0837244637270271,0.7084588356532994,0.7138946355153903,2.0,0.3828790353696244,1.5396467284349358,1.246031804550439,0.6606187996489141,0.6379410094168958,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5560942756156861,1.446271982812604,1.0699750524261045,0.7549690961478239,0.7582106493760825,4.0,0.3953721666713917,1.6861068760557862,1.2309892383689929,0.6701242484003429,0.6815862022213179,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4198552059682289,1.5835725835048962,1.1878407029521072,0.6597082941569088,0.6795643030511231,0.0,0.6069147937896993,1.4766958192697863,1.113528442620597,0.7821700981196561,0.7943847958421204,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3775585642306881,1.6344649353726393,1.3170700290451334,0.6635054772950137,0.6792311382348137,1.0,0.5281967601023523,1.6147892228520686,1.3004770628426694,0.7403516219860043,0.7549205291360641,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5303807938706657,1.5102480360931767,1.1726587713537056,0.7369017062078668,0.7471360820876529,3.0,0.4162522419468121,1.5367645502738427,1.1520072832198782,0.6594333217903328,0.6335345860082616,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5231924778995949,1.5220537948165027,1.168929584846809,0.7234546180773487,0.7305566376594785,3.0,0.1565636427167256,1.873996651061052,1.5681980252821943,0.4215647748964494,0.3717969641221211,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.583761844911896,1.413592555727624,1.0589177232727824,0.7700472638015543,0.7634031533344843,0.0,0.3281137228748397,1.695574556140753,1.2805080484424411,0.6039381321199018,0.674683845515418,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4981812885326062,1.5561937055125945,1.2798098254897945,0.724494631834115,0.7269081546244958,4.0,0.3821594998610228,1.570514263083317,1.2958919630442751,0.649992875017614,0.6574822074495594,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5634125691059255,1.442174928326916,1.0929497468775164,0.7530733568961978,0.7585616846886405,2.0,0.3170147865042917,1.5603795080486873,1.0473150994007787,0.581298743709962,0.5881768717608804,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4783115781529008,1.5929807648841472,1.2614577824975317,0.7410208175833082,0.7424113898141494,1.0,-0.4064670979321578,2.415707309802096,1.9124644399799229,0.3887971019349059,0.3781767026012387,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4477857141784798,1.5243159351016458,1.097860389132589,0.6967058257686741,0.6974412326366003,4.0,0.4118599649864723,1.6122481114009355,1.2864637341764238,0.6549645042386477,0.6382614526251639,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2474248641174448,1.9386574127896203,1.6067831884507378,0.691389332572097,0.708256844010348,1.0,-0.7210823193292322,2.2143065259080728,1.8131416603296744,0.4376463501150514,0.4102703880577814,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4740152736136332,1.5711830541936025,1.2470313092762375,0.739118251623945,0.741343252704206,3.0,0.3580051697529851,1.7475169573802656,1.4113772470271608,0.6319043001354028,0.640923645720997,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.493719879549057,1.5761958920258805,1.218321086273325,0.7330130210301824,0.7461115916776798,0.0,-0.1502867436214316,1.9976492861446729,1.4715936973448471,0.4492675405234996,0.4298387595036317,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5244438953203245,1.5204645090184912,1.1798335109136555,0.7269873173725867,0.728124705900201,2.0,0.3388000482539844,1.380077116702645,0.9694777590457472,0.6031167255749075,0.5511232198278363,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5399371808018272,1.4895651255802889,1.1453755324757846,0.7354305491598857,0.7366584229115827,4.0,0.5072819947814367,1.441183929455031,1.1112247590669455,0.7137708721702605,0.7154440176510406,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5054260595139254,1.5293768980006166,1.2067376257287252,0.7203219429394672,0.7312132835062404,3.0,0.5036101061719097,1.4969426382022737,1.1861574878330363,0.7164640826159372,0.6964758041871884,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5059719251349062,1.562767606461051,1.1813825426597568,0.7231774582680296,0.7258269423786687,0.0,0.3609328270967947,1.5361812110527353,1.2076259598710912,0.6125838009402336,0.6038299871543767,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5225144280601384,1.5480677947468244,1.2228953929618,0.7265254441457902,0.7325105676455845,2.0,0.2543558576404784,1.7056151817933178,1.3606602956308396,0.567110997328086,0.5394591161126342,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.492868936576204,1.5895745872657,1.2147333741448474,0.7065614000302645,0.7167336501640147,1.0,0.0471275414930439,1.787046529444802,1.3306210433984351,0.4476284724220134,0.4315332051337829,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5544432445846369,1.4598280198831872,1.1892640897511932,0.7648919328909055,0.7647954241952064,1.0,0.3282460523897096,1.7425457816803234,1.4161581159731664,0.5889037142537734,0.6086208644207003,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5019769591790364,1.5336222838665123,1.1532889762683696,0.7273102673313087,0.733047303796357,2.0,0.4520564196280534,1.5478987064508414,1.0645945580796894,0.684751924566118,0.6919725358415626,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5218346487708632,1.5022040040887166,1.182259528888235,0.7428240036230356,0.7417629260588889,4.0,0.4550495810269789,1.583654659552208,1.2498951236861693,0.7060253324076995,0.7181796611491099,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5075660947134245,1.508399420400265,1.1258563579101497,0.7252211558011716,0.7181134771844795,3.0,0.3179682528665786,1.731505087447042,1.3814187189432936,0.6009918431055083,0.6015346507387684,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.452792896709287,1.5057257032044211,1.1590010849813972,0.6814832938287998,0.6827339349394173,0.0,0.3533512723610243,1.6984748681573936,1.3813420743892415,0.5967763770696857,0.5880036932224596,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5789175234164474,1.4210584395243868,1.0848259884061195,0.7611541860624135,0.7663077724783739,0.0,0.4217925351798807,1.59765883460151,1.237800906340364,0.649784617630613,0.6589786017329113,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5243047139749788,1.5424459718864727,1.192864803646973,0.725998183670407,0.7388209497899095,3.0,0.1170204441069009,1.6346103743598326,1.2738745901235884,0.4397467412991122,0.4218850256004983,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5230403610449276,1.506593141845045,1.1166599019004346,0.7741468428307949,0.7771185239873097,2.0,0.3542187716345677,1.7274687265362576,1.3124178723153217,0.6300654626699862,0.6219821027031065,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5614669892321605,1.44759512149219,1.106893846748266,0.7628468571555673,0.7659353109795708,1.0,0.4309395540167904,1.4774840221485157,1.0353343582104608,0.6825058819265406,0.6419407423966037,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4969301479302018,1.4630985952201796,1.0945983511914066,0.7059561280667727,0.7048721528719522,4.0,0.2998900563790105,1.815224320707923,1.500228373381087,0.5490141977331287,0.5183433753385843,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5341239108318246,1.5102629494070363,1.1856129630872114,0.7352049239791834,0.7436659628785148,0.0,0.3913969535352251,1.528678431322794,1.1751609421157427,0.6294669047507331,0.5762587049382855,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5252716622531148,1.5141653236501045,1.168247734204181,0.7259334403759559,0.7283387917720462,4.0,-0.207760369566369,2.2737025053007422,1.86844194791988,0.1794964429409796,0.1271951904301498,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4920918376543367,1.5961506128986689,1.1958201795937569,0.7210560718307809,0.7228165209610068,2.0,0.2395904051325251,1.6240614608659156,1.1991002850394543,0.5250952049223916,0.5326053356345478,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4128064789364486,1.6527549412740072,1.272765435537197,0.7396424080481603,0.7468176045189145,3.0,0.2247223402112145,1.971211379481096,1.4837587343484868,0.6403319070541653,0.6677058223214926,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.513361320724238,1.5202224585372124,1.1590259999330028,0.7439875651025184,0.7390524510362807,1.0,0.3530355870586781,1.7253794776242093,1.3272081429190314,0.6431132992243909,0.6646034948017049,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4388754783603608,1.5594464580475742,1.170921692425644,0.6668355227848097,0.6860662147979025,1.0,0.548524375475852,1.539332989166517,1.2100345558380778,0.7452056437442032,0.748161305556961,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.558742025617551,1.4978476559242186,1.1411794037252472,0.7535502956462141,0.7593069491702655,2.0,0.2378024379241904,1.6707276893826186,1.2973045486926873,0.496606587085445,0.4825274416699588,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4592292677256285,1.6198615016382638,1.2432531010958752,0.7206929168740258,0.7249821847012844,3.0,0.1055380685190106,1.6548302787148514,1.2684704821932224,0.4054090337090608,0.4119873863471217,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4776256346680327,1.5043058246554872,1.121167254878238,0.7013426591040264,0.7093966920720263,4.0,0.5251781770374984,1.6072924383074876,1.2149183854994312,0.7342008934028728,0.7429594075506699,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5083635812223821,1.5192982731885822,1.2068420948384568,0.7554127079458862,0.7542994895698797,0.0,0.2763595489864302,1.844475248003408,1.459454129700645,0.6154439373963475,0.6202834059924867,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4598357543576048,1.6492372094801355,1.310962856805998,0.735312673435891,0.7479306479758883,2.0,-0.1046041158003936,1.8876783346074943,1.476353750656091,0.5141687679882654,0.4945806293002493,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4304300860150253,1.6486167463314216,1.3503710927332149,0.6889437673883596,0.6953382411166313,0.0,0.2998852202620008,1.4327952237736294,1.1841715593674451,0.6513929539390342,0.6059327768928058,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5160363804872684,1.540251549685575,1.1887452353877592,0.7259198599560455,0.7298264015210875,4.0,0.2214278287285772,1.6827675790204366,1.371704939182404,0.482239320959018,0.4741834344571697,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3838072928426417,1.5755176136192417,1.287317298799922,0.6738166903986055,0.6777924634540197,3.0,0.3700681280526938,1.6665540512421373,1.3659099576725513,0.6329444508964577,0.630665281381604,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5188586782221418,1.5361803067434423,1.2622628057958762,0.7496037610995435,0.7546872172131586,1.0,0.3414153744927209,1.6367534272765447,1.3721027708093931,0.6187809090532117,0.6164484057176818,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4565369104301422,1.5322871148793482,1.2278206636718392,0.6996515878947217,0.7118621522389691,1.0,0.6142244993352907,1.4332899076725345,1.156677838710263,0.7902563639430977,0.79191810195463,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5138903108714943,1.4083526407371716,1.0751918753307603,0.7178933016873315,0.7050188491615306,0.0,0.2956568195099625,1.6944534780748717,1.3644356536572952,0.5599653357565135,0.5547980147128341,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.524224993530535,1.5146823005997632,1.095317351048757,0.7450442980538152,0.7382880595478591,3.0,-0.1168683123633511,2.170868971546666,1.6873627039171308,0.3622518829613384,0.3250768086425428,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5205348876835199,1.5431384912240065,1.2540631261317945,0.7340051223672279,0.7391297639608163,2.0,-0.2583566372570587,1.9519898333317325,1.5191434163765367,0.4999262047256471,0.4866998574326172,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.6129412050716898,1.3737752668426717,1.039829809824552,0.7886580151514909,0.7942564339435941,4.0,0.4206743778343996,1.5999178082715175,1.2276046694960536,0.6508682651979211,0.6476271012285189,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.519906127205792,1.537553882250693,1.2056929537911474,0.7212320430002794,0.7240881987969756,4.0,0.1298939909688915,1.612237432326573,1.2179411373749796,0.4766273945550864,0.4525074265641626,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3934843473425441,1.6194291944433443,1.245437455210383,0.6718063363998714,0.6840363058930072,0.0,0.5513780001492987,1.5491293396281869,1.210906234635588,0.7524221450883212,0.776761133864756,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4661227752371313,1.5291991271738752,1.1234210252928187,0.7111333827592887,0.7212765569941216,3.0,0.5223989667460069,1.586034681274372,1.2014725430887572,0.7675719090085391,0.7653854277017454,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4614897198124859,1.5515872209033856,1.2161635642382247,0.7048793150001591,0.7220712533628137,2.0,0.6064082003433722,1.4459380298701068,1.1160970121983569,0.7850154865489263,0.7655541539014169,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5036625361135092,1.4699066205005673,1.1100053985400693,0.7127258836711747,0.7077121985381961,1.0,-0.4395086350411199,2.6062099131659573,1.965726001877681,0.2043502681048532,0.0814708152355357,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5382681822418538,1.5129120737537216,1.1669453297119976,0.7399737096267351,0.7415904718840431,2.0,-0.2168629970760618,1.88087070660012,1.3883906960006682,0.4915949544519659,0.4919729425629037,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4779539804884674,1.5801048423021928,1.227812638303719,0.7131452435048742,0.713010584106727,3.0,0.3968446448633511,1.3396648441125196,0.9869044429582098,0.6521763680879977,0.5773519316880081,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5300775262163611,1.4779434858172389,1.164149327616003,0.732489027765839,0.7373999978979463,4.0,0.5602856886336798,1.4701153060802732,1.1499954887798851,0.7546827035219388,0.7302087729182717,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5707702497814219,1.449856938608995,1.0821838462855866,0.7563602779369967,0.7567016641017067,1.0,0.1542803269852686,1.897617015123913,1.4788144451853698,0.4527927982539982,0.4472561384674109,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4114509664935953,1.5205873024058918,1.2358964669534138,0.6921460320333624,0.6942570035292449,0.0,0.2576104776006453,1.7986757896105996,1.4565229412423124,0.5475811070054181,0.5569797088902217,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5026570832230329,1.5752554742162517,1.2447870942168129,0.720882311587872,0.7296816593314774,1.0,0.1373195175217952,1.864576493936247,1.4446831118575365,0.5651449740332365,0.5456988560969748,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4753031729433193,1.5726162357843034,1.2850310320887914,0.7425588790319865,0.7465305593385797,0.0,0.4281631932919999,1.6503688736413296,1.321156095334007,0.6861282632788233,0.7042926786997447,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5409396840070531,1.4929928378543524,1.1921055369746,0.7661055046563559,0.7712861829901965,2.0,0.2915486866148982,1.7716085210681274,1.4311098397572837,0.6018970021176147,0.6098096244315543,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3562423710604124,1.7939791380349894,1.4422757425023325,0.6598322619162775,0.6969800678143762,3.0,-0.7650307356824071,2.190118486554861,1.6257939584293335,0.3591674419185876,0.30961621608711,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5611910071985653,1.4500173360187731,1.1166165360888591,0.749691004973218,0.7499823255990393,4.0,0.4409982586139599,1.5754532930710985,1.2070371275210483,0.6683020381360978,0.662541408503248,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5569345596629214,1.4684608127438603,1.1587931841206842,0.7508943995995567,0.7570944465170035,3.0,0.3741046854576515,1.5202727223317425,1.111378583646969,0.6163192763121386,0.6006638812172708,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5578109797473273,1.4321509834804318,1.1267239775848743,0.7557821353844649,0.7477891617160609,0.0,0.3919256119002787,1.6138876198705137,1.3021927889820464,0.62616128372992,0.6216985124400518,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5770227153073814,1.41480985766468,1.0611648954638593,0.761232601341043,0.7623202390460108,4.0,0.3822966076178073,1.6979278125824075,1.2565240529118753,0.6641832935976351,0.6942014479640821,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5143918984733813,1.5414845609040029,1.236164234386749,0.7391020416104157,0.741401107662198,1.0,0.0336372855912736,1.8933966336263148,1.4943633259486986,0.4835230450475455,0.4907862692350536,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5776709502765194,1.4338950272706457,1.0858087429735588,0.7617774109824651,0.7667105755413518,2.0,0.3182123757433412,1.430286781652517,0.996479275225764,0.5873369785026927,0.5668053471573473,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4421421793593121,1.601193413227397,1.2722442181364657,0.7070325436779823,0.7222022162060473,3.0,-0.0001449165638613,2.2388032194432377,1.6556458068080246,0.5658903549944114,0.5431448665552147,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4998865182675286,1.509489221567339,1.1537508823771985,0.7203588153920846,0.7249324819009109,2.0,0.5342399518174618,1.4960734564517275,1.1807189571042347,0.7311327722680263,0.7301641639865039,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5425152824637979,1.4633999364805468,1.0797862863494565,0.7587776811183806,0.7495075907460133,1.0,0.2635121981824637,1.8902345350692824,1.4308515392033987,0.6253722608180601,0.6428947527756045,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.5835856940486711,1.401773193901406,1.0727243869943095,0.7641524286634991,0.7633154421181707,4.0,0.3611147210644999,1.7390260850272787,1.3279416037295653,0.6217207046282025,0.6345589224931382,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3635900346883393,1.619294452413237,1.2577439221687678,0.681341883523386,0.6976280201108018,0.0,0.4568909605487583,1.5408919741852307,1.2389107673328863,0.7048123325913789,0.7163082749437732,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5076246889750256,1.490563083644859,1.1767332763569365,0.7553972182846136,0.7459646089253243,0.0,0.0783470625217918,2.0273752725886083,1.6326082181448889,0.4974034018312533,0.475122497252346,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5309878258357215,1.4305940232715313,1.119633177399568,0.7329110091027745,0.7195598356873801,4.0,0.4911373698194037,1.619278471504192,1.2663877275354134,0.7108902155954299,0.7089987809874987,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5585137567304406,1.5054598136066526,1.1719869149036897,0.7488358263315676,0.757069197064699,1.0,0.249261639559268,1.65894383964129,1.2482127351187249,0.5820521254372384,0.5698703613434057,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5737031762649459,1.4545302419387205,1.1028986283690898,0.7574926341267968,0.7630593507659663,2.0,0.3324633960905361,1.623925059874215,1.3183654155902833,0.5782079275437082,0.563550881643864,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.5271941163999534,1.5409967396592876,1.1844583096018788,0.7298368404586792,0.7355218364017496,3.0,-0.1620965862119945,1.881083016212012,1.390665026806012,0.5069711914549941,0.4939150333958703,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5196573100971402,1.50413338887787,1.2017048268922066,0.7350101793598864,0.7331762316819578,1.0,0.4719966623798565,1.5645597599142604,1.224284549813481,0.7037106865046936,0.7174587929677184,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5189073139051167,1.543064249187191,1.2159583511806669,0.7312685930609799,0.7416322377159932,3.0,0.0006978590421622,1.773326528905376,1.393026074473287,0.4023899444850748,0.374773832262102,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4800110979188425,1.6207964045749883,1.309504167103149,0.7200327605928414,0.73310437272571,2.0,0.210992602927144,1.6348716812264312,1.3875299759696578,0.5994380038534619,0.5735298326808103,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.495439085910652,1.5614359310183203,1.2542228378835345,0.7390569287502016,0.7417036216197253,4.0,-0.2567230626343095,2.298441337064665,1.850617165389698,0.2547216663877454,0.1949717727748222,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5733154162299614,1.4290922841496307,1.103256021252747,0.7598692927263073,0.7646740860551374,0.0,0.403446529806006,1.6332053742669257,1.2493045248545376,0.6496221139865547,0.6341937797014655,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4454821936971858,1.5638308415261857,1.1938453296544542,0.6703206971046164,0.6814717729407532,2.0,0.6435041146021303,1.3739626820554809,1.064323752698226,0.8064621348504819,0.8080796244313128,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5260940733781518,1.5037468744570155,1.1917834024598348,0.734520082325379,0.7387610327040037,0.0,0.3868693335820474,1.473083814331919,1.098001372479164,0.6319884549584198,0.6508032641567671,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5344207383619156,1.502450371679369,1.2074430702790837,0.7494122958342679,0.7446905364836205,1.0,-0.0268978029039663,2.06486085826549,1.6418149887712716,0.475040700452047,0.4877738143432575,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5331389713204022,1.4879522612817906,1.165652215538561,0.7395596670693857,0.7376372590495862,4.0,0.3967053764218379,1.579250373559017,1.2742535939325277,0.6612396800516975,0.6669610914442293,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5673292151818247,1.4498898161886615,1.1223127238540966,0.761899414606853,0.7714912616172732,3.0,0.3412625852207798,1.5501482323957885,1.1196083032074862,0.5946321322501911,0.5779222949629838,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.414877449543253,1.6812739000114918,1.32867187756369,0.7069197559535612,0.7228211573260519,3.0,0.3191098100995025,1.4795354557071765,1.0746772463769902,0.6176618625502885,0.5936418935437023,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.502810102212067,1.5432879172509404,1.1858937312254625,0.7142911526428126,0.7211533607434554,1.0,0.4543178204828124,1.3379985558198375,0.9516239077038032,0.6758532599368319,0.624360009551012,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5164843586728858,1.5040131428750203,1.1248265953500838,0.7253025434815084,0.7209239747791122,4.0,0.543188062427152,1.47423961420773,1.058442402992022,0.7402683110650216,0.7518345627282168,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5294368550389772,1.5198330719426252,1.1673938419176646,0.730024937267291,0.7380976197819462,0.0,0.4952598778732396,1.4333940952586863,1.103848086898787,0.7082610574862803,0.6543907344539694,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4615510210906995,1.6170539964153476,1.3009091463466786,0.7249990733532434,0.7327006421543107,2.0,0.318298812820407,1.4907360671263303,1.1674898337716932,0.6203081597163165,0.5989776207684245,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4757522603910286,1.5811856058009974,1.2676195413338849,0.7247453147170163,0.734905937600486,3.0,0.428635323303607,1.4894776900725857,1.1833456968089533,0.6894774235160119,0.6622533941265125,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4962986051312977,1.561787425526996,1.196839376344337,0.7187086025297139,0.7217402067029591,2.0,0.0102569153622686,1.776518363288031,1.2705395315655252,0.4314896752293141,0.4544917996374039,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5055725746296915,1.583984072607492,1.255137956970268,0.7214979011633134,0.7309301632036447,0.0,0.0721319345340562,1.8361338113682009,1.382673945173056,0.578514096425776,0.5593728632490134,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5292408780362783,1.49971931631673,1.1955166168915703,0.75507964702642,0.7575462509118265,4.0,0.2907717701358197,1.7973855554789315,1.4253612504595292,0.5887400609297353,0.6005397140447598,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5257584303593146,1.5226848753225777,1.165029672012423,0.7291662667474303,0.7309125622462656,1.0,-1.6197941069189246,2.9724241030265306,2.4887751292450764,0.159884637152345,0.1721502748891737,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3345189537225621,1.8027002290920424,1.489994582395739,0.7155704735047891,0.7353082750876851,1.0,-0.1185496746534435,2.051234170452438,1.7624486421429837,0.402543567752246,0.3752495063041596,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4734620302163386,1.6430562285143402,1.2993338949416942,0.7450663053882755,0.7629894116375538,4.0,-0.0051748800370969,1.9670120630102608,1.5767172559599651,0.4799680771293421,0.4860440644319178,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.5145993492247487,1.5257648917647009,1.1991323115525034,0.7319495401011049,0.7411278798287947,0.0,0.3808395929349429,1.515180390694485,1.061586568880834,0.6247149831309695,0.6020243674414438,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.498017926116308,1.5622553825800003,1.1953252285883738,0.7267207886023381,0.7303286467653004,3.0,0.0584644684022125,1.9703588836705024,1.6754907543904014,0.2938412171366757,0.2166071680626178,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4722197714201379,1.5835179281992393,1.2475062653784956,0.7050703238393665,0.7119378389087367,2.0,0.3989226922568998,1.4010600137558171,1.0736849251008067,0.6507309878188182,0.626733187097549,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5173882637646084,1.5302435817393902,1.2043128939159429,0.784565363208923,0.7929768638719003,1.0,0.2100677648596918,1.8332769271658804,1.411176420630311,0.6186043363876101,0.6049084614521623,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5131335001785626,1.4764145675476263,1.1272423731351395,0.7223222041329358,0.7208801984881901,4.0,0.1826963003509096,2.009809139591224,1.636350198879711,0.4766792636444194,0.4952361916032306,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5618068412483213,1.449625303962124,1.1375145629881331,0.749674627014877,0.7501785584329816,0.0,0.4038854065511658,1.4494811603200988,1.040425837400314,0.6376114577397854,0.5770228642620537,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5614543617078076,1.4294857542649242,1.057684734983954,0.7588087078710883,0.7473216910878571,2.0,0.1791412860708325,1.9178308147852847,1.560330943811608,0.4747223333356011,0.4460514125920672,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.5567912622618387,1.4423541867340426,1.069231504663215,0.7510237065692852,0.7451853860809267,3.0,0.3328003901091211,1.765693255183083,1.3729948250844572,0.6214194839332228,0.6211348637703816,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5127212647742132,1.5011963507223125,1.119876419673831,0.7295357409745316,0.7311337642375282,2.0,0.5072767181738564,1.548169543307682,1.1615288086034232,0.7283874160322714,0.7287274439040807,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5410996465151068,1.483420381041783,1.118844782991257,0.7380443877456009,0.7409087143734361,1.0,0.3661769333235546,1.5698097663944803,1.1284181728440137,0.6241866787942785,0.6300163017427994,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4547674388152113,1.606850603659476,1.2553683138979128,0.7340632698399405,0.7449467961765849,0.0,0.4759381081545177,1.566192846865726,1.2470946230780673,0.7338821584569531,0.7388782780822422,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.5223545768178901,1.49168718691785,1.1631313504998249,0.7378865892860065,0.734628726922409,3.0,0.2884334840935526,1.809194298918763,1.4624749326043658,0.5918567840836259,0.5810878729946529,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4773679380370886,1.4754819595819129,1.0946008962132894,0.6924977175527216,0.6938580651733338,4.0,0.5057944370785636,1.600287411507839,1.254134439817957,0.7115726316727646,0.7163463418721996,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5220335486109949,1.411181015009394,1.092603301444341,0.7249335558990201,0.724462210706831,4.0,0.3842925291351455,1.7446470221932604,1.4161651552270311,0.621836382983356,0.6287965683024956,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.514000551165659,1.4778851876551264,1.1226750363396014,0.7195837309118693,0.7333538808686189,0.0,0.5544337481999204,1.5072586852164225,1.1621738822887773,0.7533506695436974,0.756196999682485,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4954033422956728,1.529554990403354,1.207236182851503,0.705904093276815,0.7142946022469713,2.0,0.6392659509663174,1.333117148205423,1.0296761680768782,0.8073755590550744,0.7744442907288724,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5616651539810653,1.4620734984075687,1.1326004482016212,0.750147182820122,0.7549872712822686,3.0,0.3222641306851067,1.602846250197166,1.2090748085151095,0.5775564984106322,0.5614816067515063,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5029725541554639,1.571505393017023,1.243447994967828,0.7149563335002369,0.7203069745596826,1.0,-0.1726488901083442,1.813978149037348,1.3352653396856595,0.3876375908014076,0.3832100920662517,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.5118637157226662,1.5373395674678267,1.2066435477277364,0.7190397904293309,0.7248928325073097,1.0,0.2089060565655632,1.8532719035879863,1.5765575053645116,0.4593508109284109,0.3714125658479858,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4516751683664706,1.6240822055241113,1.2752462273967438,0.70025039935251,0.7091903833776999,3.0,0.3508709943790706,1.6802516152194729,1.3342782672533056,0.6232603074262366,0.6316101491203516,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4877059348976557,1.5749479841805316,1.2353234176491,0.7002675057165189,0.7060797033495946,4.0,0.4138389556734579,1.5743447200299712,1.23639235801791,0.6495801767255351,0.6509854815360043,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4295731871965809,1.6759507369515263,1.3417012127500825,0.6708589125445366,0.6837879019230215,0.0,0.0188808169924852,1.7152110578968187,1.3691563318791695,0.4034374919778122,0.3942471538990589,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.4094229164690209,1.624848193362401,1.24951575879716,0.6403461146280451,0.6627775441479683,2.0,0.5581089931860991,1.500959510575801,1.196194483165617,0.7580936545210866,0.7587980579770544,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5121773626635977,1.5292044995942484,1.2209396163391109,0.7212695947467347,0.7261870706402582,4.0,0.2790375828182786,1.509737705702131,1.1798229299485683,0.5474211751584014,0.5008546696099512,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4511995713890177,1.649346519766127,1.3364838203526266,0.6796919196462886,0.6909528394166135,2.0,0.001373441497836,1.6533034079733606,1.3850201930088035,0.386033803697011,0.3583028257033963,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5065325760285018,1.543076983809759,1.2083284999356032,0.7240906021733449,0.7312762364082114,1.0,0.3043686415521736,1.74641261886902,1.369058346559464,0.6232080013149787,0.6594935399296425,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.529677556321731,1.4880066781719534,1.1163250330655796,0.7451293428252554,0.7467376893143812,0.0,0.3469723665427127,1.766333917341072,1.3400609413062343,0.6151570975334724,0.6291122028428268,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.5190157136939622,1.5311972698189136,1.1587641449959856,0.732833689315018,0.7373297296458495,3.0,-0.2073432841866354,2.003774074065693,1.793444560848267,-0.0331020756179889,-0.0913180856598333,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4438431249075595,1.5702615981787975,1.2025778477340223,0.6684335422543408,0.6925154549123393,2.0,0.4676287361469083,1.665579728424801,1.2648355344924758,0.7031168292354133,0.7046321228391976,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4341030835761166,1.6708795657676414,1.3310890951074914,0.6809647889044286,0.6952067055509488,1.0,0.3824313771878375,1.509557971054064,1.2296005921581616,0.6499767970433683,0.6115614805301435,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3005890215068525,1.870664395952056,1.5458864819016769,0.6892140931141779,0.7218014549111738,0.0,-0.583752402963891,2.287008713347605,1.8287022811789728,0.2582952700170474,0.2451980125155727,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4684896084041166,1.5933657516083026,1.2818746487664157,0.72082229680664,0.7186644676375772,3.0,0.2983869361443909,1.7788672474295135,1.4056128839453557,0.5976181092542792,0.6220908026389013,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.440932934872713,1.5821894542400972,1.1954547139864702,0.6750277945133877,0.6850723950099887,4.0,0.3789848082508157,1.7660767003563898,1.358200375146687,0.6314622151098882,0.6397865654174723,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4672282172413809,1.6353657308924656,1.3079618030707818,0.7050594920229565,0.7263948238737457,1.0,-0.0012641462818092,1.8952237465941584,1.5548535003078927,0.3834511244568557,0.3474799932217188,1.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3906136974987652,1.6374741441475504,1.3324634672746951,0.6464499865296727,0.6707040943878125,4.0,0.2579283528357013,1.87153823971508,1.5752860907893562,0.5275265142815959,0.5897018339160786,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4997069860334778,1.5330036385327497,1.195303610938869,0.7077472622293441,0.7070778999461814,2.0,0.3805920852625857,1.7253513520560566,1.3247290116314794,0.6221074349444156,0.6510558167820912,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4535954470602948,1.6484525202741958,1.2812558727123025,0.6758227192333974,0.6875567749096704,3.0,0.0456146970635155,1.6416049776051935,1.3014453371980346,0.3565598645032494,0.3390241525129545,3.0
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nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3649666549356446,1.6708516635327608,1.3009229453774014,0.6108838485109246,0.6289810717418535,2.0,0.5338451982229295,1.550842927937014,1.2065906664075112,0.732818514524537,0.7468930263880352,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4447657519072723,1.6481463414852222,1.2893543186059384,0.6725365397000718,0.6834531773971451,3.0,0.2763375121031964,1.6927878280617892,1.2683326204617815,0.5502887360137896,0.538121206044085,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4747725921650763,1.582427150604475,1.2759219535733823,0.6992053394446162,0.7048305858789824,4.0,0.3693718274712297,1.700667446847041,1.3006594385856236,0.6088704705864876,0.6314592098243282,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3774216751378363,1.596524437978683,1.2420511985735716,0.622777927173982,0.6335092031213436,0.0,0.2689853649800948,1.781711259214699,1.4387935944494492,0.5191207485678226,0.4961443672884109,0.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5091002315163851,1.5457047965436264,1.186294290480672,0.7138061953834626,0.7189450610497539,4.0,0.1713416515921573,1.899594755339184,1.5560967365900675,0.466821553392747,0.4681073280087939,4.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5123436639477952,1.510172470141502,1.2196378471074758,0.7210781993321622,0.7070791454436812,3.0,0.3313237994395632,1.8036586139391548,1.4210523604644072,0.5804929174654352,0.6215417403920976,3.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5012591790049897,1.530420632085986,1.211053529821858,0.7132587826673699,0.715400580155959,2.0,0.3985160534873696,1.7068765109084274,1.30399229178826,0.6339285629900766,0.6691063055342297,2.0
nucleobase,acute_neurotox_moe_cleaned,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4877137268647534,1.6060447439814964,1.2410467539569685,0.6985863060493478,0.7131203525473797,1.0,-0.0365526942317788,1.7849658580701662,1.3651835675517174,0.3118466668035217,0.2979597150368447,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0022099222839522,39.74182890804938,30.6565286386812,0.4928412432165192,0.4866679931263455,3.0,-0.0029693536771238,35.05214555330214,27.27214009007176,0.4116698704656522,0.3711999848641353,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0300975767024569,41.523737828363664,32.408978673103974,-0.4209893146255365,-0.4748042395810961,0.0,-0.0126137002362443,32.908052772936514,25.02873314026863,-0.0407419960248198,-0.0335903796210281,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3764260657292229,34.12282094876589,26.292731831818102,0.6186008088798758,0.6299580061293626,2.0,0.0072466848798165,25.56121772902462,20.149314184713955,0.4363897382938121,0.3329543046532854,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3674415375872301,29.472156401489244,22.140826096299115,0.6132584815880078,0.6171949213550825,1.0,0.0948587526631266,35.70801312795463,26.377989015197755,0.3274283881273074,0.2710696434730708,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3357295872836228,32.534283762342675,24.35311714828536,0.5971094433014822,0.6139054492704908,4.0,0.2558020934546218,30.478757686799863,22.050319355002568,0.5783096544781827,0.5886543607394236,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0003011510623804,39.06535427699544,29.589897150842763,0.5150379457416132,0.4864414156527717,2.0,-0.2147657530097535,38.3084177428129,32.326149946369114,0.3756720742672995,0.4316916476332872,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",3.532842312248263e-05,41.30679731388165,32.47721590243972,0.5703754748842154,0.5838713071577193,0.0,-0.0001544296662623,29.87486589232422,22.24320227631735,0.3595290855333324,0.300302025437041,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001878052660631,41.5184610768845,32.815163280798224,-0.5516233596795702,-0.5768580597584042,4.0,-0.0832313735070273,31.085719281944115,22.993855201888703,-0.3143959576865136,-0.2841940561370166,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002610770776592,41.02079240822576,32.02645784816457,0.0676349640295098,0.0686970240914792,3.0,-0.0478609598403889,32.35459312493317,24.499625324996472,0.1412611123227704,0.1065336561808013,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002223431026464,40.7620634539097,31.818681132415293,0.358217643024111,0.3400750780084555,1.0,-0.0062994824427313,33.16464865614603,25.020247326926075,0.2064610327220319,0.2083863937637789,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3874390961070413,27.013530807949525,19.69278743617324,0.6300310816515942,0.6008367743181147,3.0,0.1686598771706579,42.12219678050483,32.20063423113072,0.4844364546274153,0.5489694179000629,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3101019938254467,30.38468547699783,22.346396554091136,0.5785820313181774,0.5845593195029899,2.0,0.1739372601210317,37.63083446180282,27.97178210716981,0.4359015106791998,0.4588279285707094,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2258084123994742,28.912006257140906,21.343433918856885,0.4866198766525257,0.4930878525110603,4.0,0.2686701912190207,42.137585491481765,33.60524065187532,0.5768660977623441,0.6510072392508098,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.355995403890521,33.31054632110535,24.962191741155465,0.6491012432176771,0.6804434495974626,0.0,0.0629704909618802,28.88971676634564,21.410307571866472,0.4226753038621737,0.4140596405209036,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.313815456906097,32.890120473814264,24.800025758506347,0.568111273065478,0.5956196362728904,1.0,0.2118695306465812,31.04375219076121,25.54120810936727,0.6306820624936802,0.5964153534536888,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4261642403081742,30.55045750214028,22.486780614823573,0.6545473150399577,0.6414131549497405,3.0,0.0063946291737017,30.49057666318724,23.584539050028468,0.4693753990658486,0.4977851343697766,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4974256453536894,28.659872044922214,20.574969081464705,0.7073224505105853,0.7077179368666033,1.0,0.1716665674568465,30.84269139011741,23.16710757628731,0.4378892696708849,0.4372948531664116,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0001901132988162,36.30562814018267,27.03649520645984,-0.2342300870109137,-0.2169695698656947,2.0,-1.3202516065677847,53.30633517745725,48.97435821319793,0.0972168886540681,0.1355975345067812,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3781974826945152,28.506675527317785,20.554714469924345,0.6285640683511835,0.6324439049233043,0.0,0.0257655981949571,37.980812921569466,26.91196771472749,0.3815047872857346,0.3900863502985362,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4875540530727964,27.86988413007089,20.54797440658489,0.7048754273953003,0.6726874518705738,4.0,0.0422088163929373,37.56091050975617,27.17164832620431,0.3580614669093273,0.3873801293020789,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3348448217562585,32.897869534949905,24.1555834041484,0.5938310942169238,0.6110775065510518,3.0,0.0346664879336094,31.18156392671656,23.9242518023311,0.4763677649929885,0.5169092415846533,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.275473184335455,33.48311307449026,25.209989719057184,0.554460066860426,0.5943907303612693,4.0,0.2883392086485274,30.76308341484594,24.0289018078043,0.5465516707081582,0.5747336133118945,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3475287678668205,31.685586450186,24.06880204759751,0.5929446335659492,0.6054079838139141,1.0,0.1419487118490933,34.41595565171823,23.90990252097941,0.4400287701745302,0.412632868588871,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3126071496029012,37.725617150805085,29.50523660823589,0.6042707328630987,0.6476649530953597,2.0,-0.6742111675658362,33.298427634610015,27.44101505520108,0.29100913615513,0.2828687014497082,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.0004202689318961,40.376622778322,31.24121963662048,0.511917722405868,0.5370820462481445,0.0,-0.0289585583896285,33.3588749822433,25.80886995523283,0.3752707606183043,0.4164227323356053,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001358387797265,34.24206587072043,26.758741010679813,0.4920032562542337,0.4711887547716248,3.0,-0.0451693865682272,50.54364616787249,40.32535830353119,0.3724115478654491,0.3789162575303382,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4931036635567656,27.35536123402211,20.09043983936022,0.704167589570026,0.6836765300607953,4.0,-0.1371906530126223,45.38183345502637,34.337342850572924,0.1899935643482176,0.1863845445254565,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",7.769424232695332e-05,35.38074177264236,28.812302371972947,0.5403993539092675,0.5402047870740533,2.0,-0.5851363406379229,49.38309245717845,36.79507071866448,0.2385098342497176,0.1843927217860299,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0001195323775304,40.19827776947746,31.10292191341752,0.5573117430391104,0.5603319076567382,1.0,-0.0016191074281877,34.065100516627574,26.4672831409868,0.3198643763207419,0.3420734109240948,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-5.722516422079771e-05,34.06346651245096,26.76661609456697,0.3472392250175253,0.330672441426768,0.0,-0.0596455995535238,49.07671389879781,38.84051169586181,0.1674245312445846,0.1336292478374583,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.26009517812142,32.13231832187714,24.086179695202105,0.5255652927883643,0.5468296216327854,1.0,-0.6391780623318515,42.72650043312155,36.36142572258573,0.3150339592263361,0.3677147615820979,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4398679349998207,31.969246511406247,24.421539303354614,0.6643663521733043,0.6931542285337601,0.0,-0.4556239697212552,30.91722070544107,23.515597423560816,0.2178471866064676,0.2710820035512106,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3268356379777362,31.077312085310364,22.840599941891785,0.5928252177432133,0.61932864758391,2.0,0.0874191921281869,32.97317390687595,23.34303701618944,0.3246939440571655,0.2808476980329115,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3690819995859496,34.867385866832606,26.61092221426808,0.6126017336058669,0.6563244068041891,3.0,-0.1795865587574709,26.57198203153731,21.11848644967484,0.3839256837095083,0.3360697078104909,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3664584852905754,33.24060923470308,25.231715248363724,0.6236027689218541,0.6397532437242083,4.0,-0.4918057771380111,33.72039184825161,24.826029636065165,0.2408842387782158,0.2242211161746184,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4233152522770391,31.08887703458657,23.390732373096903,0.6599207289599336,0.6681425205003325,1.0,0.1894337368538444,28.059786528267463,22.31817577749059,0.574182580897976,0.5761901246906725,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0003356394214852,33.97997951408095,26.32479116267533,0.4745893999179018,0.4420420444505611,4.0,-0.0093543727394098,47.88744074702496,38.20326410885057,0.5265199927712896,0.5066098472403162,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3485663541908836,29.44640488824071,21.493591330239035,0.6144228246226775,0.6224664225726833,2.0,0.1089425105782031,35.47524731129826,24.98810925768688,0.4134958259280053,0.3759203760306768,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",-0.0002409892388275,36.771651562176416,27.16169792499831,0.2567157693082917,0.2086783934927559,3.0,-0.4926034412593454,47.0968023950247,41.10597613539326,-0.0380517787321376,-0.0103731994256239,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4292227739901703,32.228252142988815,23.88557717307189,0.661938659573291,0.6724526371467595,0.0,-0.1078894156681478,26.592706444792515,19.246440134212573,0.2960927113107705,0.2737418954569778,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.002614662459947,38.5232553811864,29.159077384537827,0.48536380920167,0.4916199913736425,2.0,-0.3556021682044157,42.2624890960856,34.56269696829853,0.6292845227445432,0.6416169699993687,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.0023016487429194,37.574150053788905,28.008166651113463,0.461634293783536,0.4603169361251962,3.0,-0.4443918578181309,46.82328563812499,41.56300545449582,0.2380445414625234,0.2764236870166389,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2627469966269118,35.04047077200857,27.12421193109201,0.517882705319183,0.5452850292960729,0.0,0.2804278633541976,26.89667638174329,20.570320102006963,0.5496563087374698,0.5608261100170961,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3730736904060595,32.82076638537357,24.470790847102823,0.6499602881726897,0.6623396421906055,4.0,-0.3710898279766825,35.00393061576146,26.85383935628266,0.2407286342913942,0.2571206641696925,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2844434314555466,31.561517752501448,23.4300949629483,0.5376250841587316,0.5778261259902305,1.0,-0.0227504872008179,40.38525058575399,32.477769963976364,0.2485860591170196,0.2559324027306334,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.428540510053146e-05,40.79697402602445,32.02836584519313,0.4979449731500001,0.507314674237678,2.0,-0.0164811633017074,30.80486288895393,22.75637443779664,0.1778280431313836,0.1397161657131055,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",2.065403466056104e-05,33.15675953623068,25.4889264068962,0.4477723423428303,0.4290137818223096,4.0,-0.0039116596859736,49.75859146790775,40.70896479112389,0.5241531445137158,0.5443235947476796,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003013782008125,39.71991034331838,30.304539725287587,0.3087390675843225,0.29582666626248,1.0,-0.207650997147109,37.41732548640692,29.79675674879482,0.1968285585522927,0.1668329568579147,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006221663648742,36.130187666676775,29.352801675283786,-0.5177083444331063,-0.5339706607963244,3.0,-0.4724432887311696,47.105559037879146,34.51991148064287,-0.2566711512205851,-0.2149713210396319,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.8577690915687622e-05,37.52971250533799,28.393363515722925,0.3760443451719382,0.355037702188484,0.0,-0.1614764101664605,44.60906035816761,37.17919762218066,0.2428679569093424,0.26462163127834,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3769021999233691,27.77881732050764,20.548935242991394,0.6183243141714623,0.5722237297026642,1.0,0.2478517170402354,38.42990144345784,28.20177747484189,0.5476908996874466,0.6263008287579982,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.324371719677566,32.2548654493179,23.745442839340413,0.5921854546453748,0.5936132928678406,4.0,0.3254466461237321,29.49923265925347,22.61698005150712,0.5886512077577141,0.5990431383065088,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2888515839683029,31.29931064410181,23.93423154845977,0.5419181055451343,0.569220391798871,0.0,0.0245425568390187,35.06667117139244,24.62604752278467,0.2890725725560218,0.3428548232994842,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3569006714956463,31.95529826850242,24.82669694834285,0.6029336298850496,0.6177892639256114,3.0,0.0429151457428528,33.72502143601983,23.26374776716356,0.3966519947426263,0.4136855323459409,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3547705550055174,29.77999753066919,22.3225308728883,0.6206904404176772,0.6273716972826351,2.0,0.1079147782843266,35.34687398645889,25.193223663401184,0.3968142039437319,0.4649680682208481,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3441436712976129,31.67091215065077,23.19527843853773,0.590662988066186,0.6143939752256165,2.0,0.252292063391911,31.66445586412646,25.517741604710487,0.5623856560206021,0.539192632304102,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0032536466627577,35.67288416075219,26.351089023910564,0.2206123572348957,0.2489497138921786,4.0,-0.5973234985097666,51.20885819879709,46.46731298233514,0.2981208129423692,0.2540176362388412,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2398487248329907,29.69087512917337,21.542880247180587,0.5010744226796707,0.5108642195873901,1.0,0.2700792458141977,40.29902191095309,30.403204578838057,0.5834774980014787,0.5714425003282465,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3183768430180402,28.67849405104098,21.53996971393454,0.595219788409544,0.5672261569647339,0.0,0.2154780855044955,42.16601516922799,32.46684155038941,0.5986015705067855,0.6484231893637447,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",-0.0001946220523336,40.39140926278758,31.004703831947552,0.0980913703619879,0.0589471190955518,3.0,-0.0111133897947404,34.963584785521,27.603612612658782,-0.2402488673587149,-0.2622545335318542,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.302395177086632,31.448513680445,23.793885764440297,0.5598346385694288,0.56560910731254,0.0,0.1050613734576477,38.631878304447696,31.496885143019192,0.3843621228752789,0.4102631402312627,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2762022477204773,32.7469131234796,25.074443097292143,0.5416765190558608,0.5729645539537996,3.0,0.2216289731123997,34.6485483590728,27.559175279337563,0.5242304518395118,0.5327477048211635,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1522312657602458,32.405189267676285,24.24794315131692,0.3971382900248489,0.3411598043165271,2.0,0.1169230707006534,42.70145861756495,32.51296152829257,0.4017755735495572,0.5148244990456499,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",-0.002137324038679,34.52999736235742,26.90244213918556,0.3144929595593915,0.3138489773766352,1.0,-0.0461650317100623,48.25487655918583,38.171658351706725,-0.0370063315896521,0.021721843012835,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.1963028566322137,33.81378137046826,26.46544354053694,0.4865733728681096,0.5212251029287014,4.0,0.0232698698481018,41.36940016877461,34.32367050433227,0.376880398872736,0.4215853621363288,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0003161130838003,40.4571502478529,31.200022304733366,0.5405922567608099,0.526723668679891,4.0,-0.0365314363420221,33.73499395244345,26.42725607804971,0.6227671845531936,0.6150717932955702,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002204978815849,34.38635946138756,27.446529549334773,0.5725728428484964,0.5545062944915758,0.0,-0.3231726366497138,54.37149092812405,42.67795584333704,0.3965532118185705,0.45202279533644,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0002159974158035,35.09153632872775,27.499185751576046,0.5687425636263954,0.5321692270557791,1.0,-0.0901480548064026,47.10955124997028,36.94556469567388,0.3874332606852979,0.4547653940525809,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-8.766382218006186e-05,33.337410689217656,25.88173501629365,0.4713023118568443,0.4737729926609602,3.0,-0.0146039513565487,49.94597291477991,40.322992034452334,0.6677994074529787,0.6955316959403799,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.5638864096834126e-05,40.43324642666784,31.039540555743685,0.5015175552844093,0.4965774308521208,2.0,-0.004767041519657,34.79750156167387,27.52472130717653,0.2776276585099617,0.3179998152239385,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3585112815947996,33.16685832854522,25.35129458737669,0.6116057750466668,0.639981994397685,4.0,-0.1023056427541742,30.375314281735147,22.869829132903515,0.3995958389657928,0.4078545776149938,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3447876748557399,30.951792066748503,22.76036387386381,0.6140916791223816,0.6265048402970902,1.0,0.0754403837741019,38.448203591885,31.18940186935994,0.4294330704824634,0.4148888608473381,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3436701858661791,29.4513169156542,21.815531256145505,0.5995338410117258,0.6028126834650931,0.0,0.0977218360107075,35.79256675936432,25.209664519919333,0.3816131695384566,0.4615360271415499,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3032858907202387,29.099182493500724,21.06929143409533,0.5896293654086311,0.6025930291908561,2.0,0.0176437690551272,44.3561490528832,32.84664586931467,0.4364239431873902,0.3866348808304638,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2864455798358606,32.09134779441973,23.599527073361443,0.5593129898077612,0.5913709952042008,3.0,0.0776996021481991,34.54738480138589,25.03849669616764,0.3149445480406997,0.3278710709119644,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4461660578959271,30.83811143256225,22.84428413024466,0.6686718247263587,0.6724679946322321,1.0,-0.1288771993421626,28.752304416636782,20.389947798881888,0.2677348931472296,0.2410181717639538,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4343710374975349,26.170645207022773,19.12583760357304,0.6617410130636512,0.6241861661552061,3.0,0.1811836291455538,40.29246051590826,29.95440874523253,0.4957502029466619,0.5088572024446913,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4082433165488391,29.16872788289347,21.00144397286118,0.6391554736712117,0.6235084245878898,2.0,-0.0711952408822373,38.67432041400731,29.977374397103475,0.2898980799364865,0.2831615509383686,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2858110590481398,30.82528241569217,22.37114918412157,0.5426271518382461,0.5513597426832508,0.0,-0.1906396398542431,38.964385471832045,34.280788706669576,0.3371321226723024,0.3175328300600374,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 128, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4173958946735652,29.64012618225789,22.229654415539155,0.6464791310579625,0.656048019546172,4.0,0.1781533746369359,35.468301936784,25.428895068567257,0.4817205561996149,0.4449778006000107,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.392583052076299,26.69730370257616,18.700374144277387,0.6388017000954507,0.5960068839525908,4.0,0.1821147673684247,42.51371478102072,32.177771722013304,0.5686709697868029,0.6419815188231047,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.1068407144085035,41.468142858340165,30.631569736370267,0.5087791010070801,0.5577900607820248,3.0,-0.7183149309861698,47.60579449692944,35.80535180889912,0.2968992664664114,0.4799567729883096,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3183434335069273,29.587200771555647,21.388421137411463,0.6171992215667353,0.591907190747584,0.0,0.2146341340468908,37.50242332568949,27.130748286242795,0.5375805171476059,0.5987326594953791,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3904610264130296,32.26810481657599,23.921274140323145,0.6391245064924952,0.664703592183255,1.0,0.1402071622307381,28.186073439265893,20.73658682347317,0.4402359169159688,0.400854105361152,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3713145263646501,31.063057794044184,22.223091592442813,0.6500616909032694,0.6501536744904706,2.0,-0.0937725260259894,39.05958972754932,28.641257625515884,0.3682956407403168,0.3902901377990862,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4161039875532132,28.97035788639886,21.39032888979912,0.645381562681369,0.6545887007041349,2.0,0.1025409550665802,33.90027371894277,24.221963371163827,0.3560702884553521,0.5191269345115477,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.598330885796642e-05,35.5821861152371,28.89870978549648,-0.16717035677336,-0.1464493899508422,3.0,-0.3425059122176728,47.83918476495505,35.24071595061492,-0.0036873398687753,-0.0046929979219422,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-6.930025650486726e-05,40.31534282691673,31.301604014836304,-0.5084321087259691,-0.5167229008625156,0.0,-0.0241285585985124,33.63752765643515,25.67943293670287,-0.5678815762476281,-0.5119784381385747,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.386268320669255,29.497003464509625,20.99103197519415,0.6410071335632073,0.6347206466109007,4.0,-0.1238760427135579,42.36128157571636,29.759491545976097,0.2621353370424781,0.2326810417170093,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4999677021880157,26.926302758952502,19.51254341060637,0.7077458493748495,0.7226967107537,1.0,0.0672201498124027,33.79446926226587,24.75308956769104,0.2924655591176509,0.2927067422828595,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.434391786410743,31.9398320846364,23.67028887308206,0.6776393375819059,0.6957374105206006,4.0,-0.1165324836304937,29.095893493601324,21.084085696792247,0.3209348987446196,0.3299220857257067,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4390399104505846,30.52229813963467,22.02198755488159,0.6896270405128566,0.6750909111882202,3.0,0.265131053867826,26.94413647320523,20.03950316556678,0.5630309501436894,0.563281645834743,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3432086807366384,30.923437211540207,22.73798704872083,0.6113249441054605,0.6343142049934839,2.0,0.0966973303541529,33.63133887552962,23.86178143655292,0.3377083932450518,0.3169010002279112,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3852555450446067,29.991313394250668,21.26885260710016,0.6531833375128187,0.6551628084384695,1.0,-0.2295028349978922,44.52515365684923,32.68710371450245,0.3235137311280522,0.3380004661799287,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3670341800987848,27.82896856206355,20.50336533319237,0.6269969951622225,0.6219186908810207,0.0,-0.0323757287676997,41.796705473143305,30.170527055291835,0.2780671631036278,0.2956524743382236,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",4.3366009816914186e-05,41.28045079478241,32.340441104221775,0.5817172272269444,0.5984789957815483,2.0,-0.0001663212829028,31.362001361114668,23.68517356010923,0.2740964277729217,0.2448068904659252,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4950402943382389,30.50449608938008,22.16704792252527,0.7135998892063035,0.7249355418489758,4.0,-0.0572269983176241,26.47695601461234,19.015019559017297,0.273054260047646,0.2927623988811487,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3042033845402189,29.52334585323467,20.555830042460787,0.5942053142371372,0.5572958614002766,3.0,0.2397058457397459,39.211829998584825,28.79895722951368,0.6298961329382652,0.6841626643403873,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.459399712056985,30.24665056245649,21.954656151574326,0.6894580384795359,0.6781476427946554,1.0,0.3240878848212217,26.309619386198687,19.025751832467822,0.5770618311036768,0.5699090289198248,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4357805739317103,27.54601742996008,19.853761781515008,0.6679052649826329,0.6601017733486388,0.0,0.1202941617210764,36.82257116135787,26.713058885804408,0.4150121158567933,0.4423327645776211,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2823921803689008,30.5387732396656,22.67165022667578,0.5343652714064819,0.5311061329170467,1.0,0.0645442171961919,36.79349386907917,30.54015636895832,0.4136827191087751,0.4137922201452369,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.235184372946829,29.00343704675505,21.159080016145413,0.4857996354100444,0.4548966568360001,4.0,0.2282685671694583,45.20681629088173,36.10713840516146,0.5293936174174108,0.7016551525163542,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3873531108806316,31.756055868075148,23.528823140332864,0.6517605627080895,0.6916630116945125,0.0,-0.1590909751459928,35.60458318332203,26.49608752261292,0.3396988610795571,0.3670563453503209,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2875535551198741,32.30201676440997,23.24063994805593,0.6364958962829844,0.6177826945705857,2.0,-0.0571618924725503,41.01436107905697,28.64169270555712,0.5104741306654472,0.5523184060012482,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3701735450128107,30.94593213449565,21.948819704327864,0.6373215905926302,0.6347029452917271,3.0,-0.0776904053400568,39.53337169613156,27.20234037721813,0.4288879393937571,0.4604838432028692,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.4706368871062517,29.99173949496689,21.45714117972702,0.7132012081279697,0.709102737293459,4.0,-0.1586972895993537,32.66699266520633,22.52581319140108,0.2414268900227804,0.253544572224044,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-4.2250492963358255e-05,36.72802353239464,27.3813600122882,0.2474670114057362,0.2594194673603248,3.0,-1.0670443961818703,50.99970528959161,46.24467681779894,0.3850467506794684,0.3917275113716829,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",0.0001648560907693,38.208758785132254,31.27268434765769,0.5757939099830385,0.5970065028783977,1.0,-0.4768309834643125,42.484037300468906,30.5074928326674,-0.0218760522010127,0.0036945431617589,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",6.670149479881538e-05,40.4213184780835,31.024216886650947,0.4476646735673842,0.4337350156070382,0.0,-0.009423252465383,35.13994813815243,27.71950265905057,0.1889224761093197,0.2138105027826126,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0002987480157283,37.87700261274188,28.87122906920064,0.4801679461751607,0.476183406749379,2.0,-0.1129365194704976,43.01785168579962,34.91923107945133,0.5623735053864412,0.566504123691813,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2941266839938049,34.27708012213874,24.747040071028344,0.5888711360925886,0.6122107423634732,2.0,0.297251426227632,26.42248861672133,18.903890428184027,0.6306690818701801,0.619067535454955,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3099252317433253,30.63921987401628,22.85781742823437,0.6131532204117225,0.6311920373093219,1.0,0.0410924212119707,35.64330218078718,25.41321287670605,0.2810942888231988,0.3492598071604872,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.3650361424768443,29.132034067058864,21.060954749136016,0.6232237853222738,0.6135078676521745,0.0,0.0333940448415636,37.93301203017336,27.193237953041265,0.2969768077310392,0.3643739564543127,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.4011265139476111,30.388022354713843,22.32712773903605,0.642442687791421,0.652252417428096,3.0,0.1256088781039537,34.56903135208447,24.016931257698985,0.473489217857492,0.4383514426879812,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.327774219280643,33.0940202786636,24.264567777903828,0.6386236459336025,0.6601089588177785,4.0,-0.2600632520341461,36.22428727639309,25.128833754859457,0.3314659925863268,0.3345510002411367,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.0001905364466534,34.8251397508796,27.561141706963934,0.5551914276463005,0.5261474820424955,4.0,-0.1984073569268913,49.22078045728886,38.359151965616206,-0.0116171730474036,0.010801097718749,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3754577798389285,28.8320758121402,20.459804212424803,0.6327304080657226,0.613639548516792,1.0,0.1934758657548557,37.14142077733361,27.44115318182292,0.567522463480905,0.5808520555259896,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.3340676707169313,32.085656131605184,23.886390375446247,0.5787568919994274,0.6090219649761687,0.0,0.3005647182367389,30.58507417992971,23.539366948679245,0.5946598877856302,0.5604101909186926,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4208657300585742,30.167812643035607,22.1101958340647,0.6602087672027496,0.6543969176383094,3.0,0.2973288487289958,29.08023857916725,22.586000424437227,0.5615881827969134,0.5440670163587298,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 4, 'num_layers': 1}",0.4117446641203617,28.573154306140832,21.158205601070705,0.648003133229126,0.6420421086763509,2.0,0.2502126535764271,35.690577459436064,28.416262379881747,0.5521264152427282,0.5798602293941593,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.356937514000973,30.8258574694157,22.568097252312786,0.6067361423948252,0.6132900721721052,2.0,0.4592634078166057,28.612675478791363,21.12342482327921,0.6791942245026369,0.6661046409600152,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4152596177861586,30.52789524433551,22.687854541740965,0.6446661508423963,0.6422707308441774,1.0,0.1652980158455433,31.62661928653989,23.15951169333347,0.4689167109656167,0.5044906809992319,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2158669507207532,30.68847123346307,22.59968976568441,0.4654545251435473,0.5113171783906011,0.0,0.0430746170554313,47.45990509816397,36.60313874578596,0.3766536770426517,0.5922047809292862,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.4329049025478749,29.291312107621486,21.257236041706857,0.6779212127195672,0.6718469829353896,3.0,0.2589003916789728,33.40692794693585,24.282080461184187,0.5538770839355227,0.5260548348309081,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2701159545672528,31.75077079380199,22.89271898442161,0.5643894873393984,0.5911192983660363,4.0,0.0426297279307785,35.292436950631384,24.52339179274134,0.3699511806532154,0.366015072059596,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4462558029428065,28.16551584079967,20.9430350188724,0.6702351106473674,0.6555855783054818,4.0,0.1786691597795426,38.40832251847688,27.71685358998093,0.4610236404205312,0.4911446195066811,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",5.058713474204168e-05,37.08298750058571,27.566557945806974,0.4512193262468432,0.4048210190910373,1.0,-0.5821320653775446,47.70652496570536,42.59608395367134,0.1966179004871673,0.2035401028846098,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-3.762805050810947e-05,37.96100218306496,28.36275453082935,-0.0210294571266228,-0.0440495997135322,3.0,-0.3537714265640128,43.81021272541225,38.1163889195539,-0.3845050028306946,-0.3400613382311408,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",1.228125530849944e-05,40.00063659957471,31.16047499060219,0.4566958350345639,0.4599816782324572,2.0,-0.0456993110705377,34.38670348680552,25.92929674299937,0.0263415989451112,0.075845356772341,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-0.0006248831103077,41.898137890289895,33.23528877060648,0.5489077574992232,0.5763381894921541,0.0,-0.1917816929471996,29.583710755965004,21.921545183849734,0.2576932250852607,0.2654817098375954,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2972414208949766,36.543377849187706,27.56479787753268,0.6367165891627126,0.6597532136001264,4.0,-0.0451765251724685,25.87804572498333,18.93958235561547,0.3217122542179031,0.3180356698582282,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.2864863362557474,32.74865820555456,24.000378490905263,0.5531375317804913,0.571381747465452,3.0,0.4573590796013302,27.131222486953025,20.77133344630113,0.6811031735582858,0.6747386734637092,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3057805585050401,30.67884013964316,22.023628272951186,0.6022410021151734,0.5805991593236646,2.0,0.0070020009706254,40.59364518700527,30.31792190061141,0.4419133310483664,0.4577468067951395,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3413088650024806,32.6753474390457,25.211807386252666,0.6006291969777422,0.6219629396359725,1.0,0.2658161086702788,29.38001551362692,22.20380996322632,0.5668169835504728,0.5387204152881611,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3299961489904399,29.863986492252543,21.636861665578003,0.6039952385241896,0.6175804240649485,0.0,0.0524586896897035,35.956483152093405,25.0504510792477,0.4087223885016744,0.4649033426773032,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.5587333023964262,28.34859788087744,20.70229356843935,0.7476336557536466,0.7557609240357457,1.0,-0.2705220590152919,29.507547170718446,21.066472161369177,0.2297117579356544,0.2731011771305721,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4235751302987277,30.89928300863373,23.556534877393847,0.6619384658523559,0.6743945221947045,3.0,0.0619427119960444,28.71742030579526,20.4966029324046,0.3396074184546834,0.3330498752010545,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3493919831605566,27.59606409008409,19.76553331028737,0.5928992396491383,0.5832805840691575,4.0,0.348988390883762,38.47947881785764,29.00400997710844,0.6262669796986176,0.6218647496591612,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.382239422626904,31.911842179425864,23.341634128656143,0.6210386827110206,0.6235889535879089,0.0,0.2626130364096298,28.39056671474875,21.616410992373588,0.5486930707279684,0.5406661094288454,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.4959981714666573,28.468070557609995,21.219020723243386,0.7049014437399432,0.7057009815872348,2.0,0.1253763944558141,32.851566916438365,24.48843301827465,0.4363431992621529,0.4446842015555237,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3512568218254908,31.815103624578736,23.66380837861962,0.6208021313022106,0.6272360693142135,4.0,0.0044574943033283,35.90321336915538,27.414917995956387,0.4839372115142181,0.5087753169430397,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2693254091867595,35.57194116113488,25.89246404912517,0.5725909842814165,0.6011761829990511,1.0,0.0890187337380763,28.819271889916376,21.649136704773905,0.560411354372151,0.5337834009107679,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2674308473484765,32.36220655628814,23.770284215050392,0.5346985501392192,0.5439838433587514,3.0,0.2014054053460725,34.42583915321826,27.72082143260457,0.474513233147642,0.4719303333497661,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.3480950879557394,33.11096424572247,24.49757707819056,0.6203348468835799,0.65648113426697,0.0,-0.0608862976430106,33.02790099135891,24.24646384237189,0.3693227934388829,0.3869857828590919,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 2}",0.2527699663831114,30.931263516882144,22.83844720577469,0.5077943347739748,0.5147525302025591,2.0,0.1746944022130179,34.67475122922174,28.18804625927901,0.4600330325210952,0.4743070490180474,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-2.9385384805902248e-05,36.61235881857875,27.148944106024665,0.2644024307117908,0.1742721687729193,4.0,-1.3618924114279607,50.3657472980059,45.30594127710315,0.3668457794190171,0.431114446020032,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",0.4217190635955045,32.58269703860211,24.517952016666705,0.6753456702113075,0.7038290101883651,2.0,-0.1906247065072814,28.067195143716624,20.529499850882623,0.2790740406257993,0.3079457759680918,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.0653434666219042e-05,40.23979704069642,30.57042281712684,0.38967721826919,0.3542473667998438,1.0,-0.0861487108943015,34.3569944223665,28.361626125543108,0.1485481369759863,0.1716307169478407,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-1.4073243322476614e-05,36.466205569169546,27.206784404649017,0.1813814907438965,0.21477242597696,0.0,-1.4743133368601562,53.02480850629856,48.70224489660824,0.396624815996451,0.4398321568921049,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",-5.92893706838904e-05,39.50873004582956,30.24231419943257,0.2593476042476155,0.2535204485033981,3.0,-0.1262802716510109,37.37915376352622,29.67196987081457,0.371677505833735,0.3673562599424186,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.1495235314567421,35.07117344333821,26.9118645980154,0.4593147288829707,0.4788835960907684,3.0,0.1096140287290577,35.14288992831169,29.25032642314528,0.6005315917202727,0.6079680530901652,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3006224890273047,30.69588913198329,22.28711846231124,0.5536837508689725,0.5651141844477898,0.0,0.2006620080632249,35.51253205996506,29.546428095957733,0.4621228168386827,0.4885437975908923,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3613454466809817,31.82407343251092,23.68160125346992,0.638235705689988,0.6583394142571051,1.0,0.0189707921398358,34.5746497623416,25.93024517120813,0.3885152187185589,0.420845427480924,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.366120617855429,28.13986318986249,20.360834192714865,0.633012615471205,0.6253577506802227,2.0,0.002111861381171,42.29728474379242,30.369025734159987,0.3818346479178504,0.5145930958734423,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3790965257817905,32.9971968265946,24.653595430727883,0.6316231235460377,0.659787449268799,4.0,-0.033812654100676,30.212709702415527,23.15786595747696,0.4133152595183957,0.4084696788804161,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3117691975775428,30.588551406945143,23.195448919336503,0.5697784967901636,0.593064841753213,0.0,0.056931603149937,36.536254893904605,25.86438451288626,0.3283341065523733,0.2984453402343556,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",1.3228885744953622e-05,33.98020085445475,26.459653027583467,0.5222191561781457,0.5082451642158573,4.0,-0.0325838896089971,49.72803880518734,39.83635330565676,0.5231928425937382,0.5225665505856917,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.2959355759488883,28.214695449998413,20.29346650583444,0.5510936430476517,0.5554668373747372,2.0,0.3599987810558716,38.76166610456567,29.598055616222663,0.6599689891515206,0.6700947249977555,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",6.090908702460762e-05,39.0774454436422,30.05594773738342,0.4845969557197839,0.4887215593843228,1.0,-0.1503068551513899,38.879039015531845,30.290608412115567,0.5448716652174646,0.5330910082619917,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,"{'encode_components': ['base', 'sugar', 'phosphate']}",Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3747621470438812,27.760266286068184,20.81005714490636,0.6253236839669238,0.6019799547858676,3.0,0.2032720058983399,39.28000712880875,29.26954382789741,0.5223283102688591,0.6365056409894232,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",-0.0025046375524688,35.62513673158972,27.782511810567687,0.2665205934388795,0.2522714272718421,4.0,-0.0472788212644887,45.39886260423079,35.208093412119,0.2880018087219903,0.2094738740261544,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3221601311153317,35.388144447760766,26.412618339696667,0.5879282068339355,0.634404688307916,1.0,-0.1741862136013925,26.948995948406267,19.95269919384485,0.2756279186905271,0.2502802304053405,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.3409896979667599,32.58067741645527,24.241032735760413,0.584680710694909,0.5996503002973187,2.0,0.0459824791577246,33.59840280590559,26.00805407426068,0.379076596673303,0.375251208881875,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2930601730144074,29.61906845506285,21.39905273379762,0.5753058352219534,0.5443730719953219,0.0,0.2078981137431664,40.66307315848515,30.81254277809224,0.5576143953272843,0.4987742572967883,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 2}",0.2492407518619099,30.88372108130836,22.92649008753033,0.5050640208289263,0.4702411329219745,3.0,-0.1026584572115425,39.97991705207156,33.49767712838539,0.2542506756229157,0.2630264544384064,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.644522990784658e-05,40.18205056771465,31.14263887192196,0.4515937527711062,0.4496081974107055,1.0,-0.1070600603040348,35.5377368342617,27.208110476237977,0.5491387742232414,0.4690722583882775,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-1.0259199432871569e-05,37.44698274136731,27.807014555645583,0.4182381716421108,0.3656963499556178,4.0,-0.4394240215958083,45.40639635975848,39.86003267021589,-0.058517296066471,-0.0616783030533363,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0011947163972731,40.38208253362219,31.383935195041907,0.4897398915418484,0.4905239531155099,3.0,-0.0127533566475643,33.66545306023708,25.90597719382336,0.1871553720731793,0.208486038318017,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0, 'nhead': 4, 'num_layers': 2}",-0.0005023019844832,44.096987483895816,35.88968999482458,0.5152914743229959,0.5338905602887327,2.0,-0.2413506803351899,26.75682273964741,19.458408189639325,0.0483492129629793,0.0703498689343977,2.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 128, 'dim_feedforward': 128, 'dropout': 0.25, 'nhead': 4, 'num_layers': 1}",0.2454627691478146,31.87979388338073,23.915074774976507,0.5090796588963742,0.5159733536484119,2.0,0.0438366607523689,35.51253719894981,28.187467972818386,0.3481209893206696,0.3592107183490665,2.0
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nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 2}",7.355425828392548e-05,34.368359027268426,26.9953578615405,0.4908646932238216,0.4405101045947174,3.0,-0.0849608157379588,49.32621558896034,38.94174408080327,0.5557963923533432,0.5968466438417672,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.352302082091108,31.269941887242645,23.0599877505747,0.6207513395510021,0.6097362051854948,2.0,-0.008613344509766,38.77250904635626,27.87320177987711,0.4402735425164478,0.4892594422844518,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3951275554216353,31.081463037230844,22.334513173325927,0.6395985594232905,0.62880503451413,1.0,0.2564081314047477,30.472999253489,22.306099085786794,0.5501879221782422,0.5755623946386332,1.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.4042539662180757,26.82224015677819,19.61324109328321,0.6402185253527906,0.6063870827081848,0.0,0.1671917516082698,40.99333730251411,30.76204520337509,0.5127655293469982,0.5971662551211254,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3291992929482005,31.271713347915185,23.638477152818385,0.5824491562801989,0.6120047327672244,4.0,0.0744727987405783,40.89699953691088,29.66395236842997,0.4172672873446792,0.4236550852513883,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0.25, 'nhead': 2, 'num_layers': 1}",0.3624723698283765,30.524930821918684,22.29400211175393,0.6088828432105075,0.5718411726047864,3.0,0.1662136845077425,33.93122615926163,27.22177562286848,0.4491417901311592,0.4529116544027276,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.408138350255773,30.65882004364222,23.15013069571153,0.6504315708750373,0.6598991116938123,3.0,0.2577074518105965,29.5993206650194,23.08806955741424,0.6019728916005012,0.542949364811205,3.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.000184600813465,38.77939711022276,29.687491347955635,0.383312325809195,0.3926109987963098,0.0,-0.0864419999660732,39.59105854657829,31.385547040113767,0.5344494567323461,0.5522178961081365,0.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3225118234413037,29.818890262093337,22.003153527396066,0.5682421798936015,0.5445681202715097,2.0,-0.1416532638977092,37.14333022168544,32.3598357032642,0.2962781051821468,0.29965732585699,2.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.3908695564003295,28.4289500074398,21.28274071899119,0.6263266993675101,0.6308508730873009,4.0,0.0465961040214627,37.19482049677034,26.41534467166776,0.3634933543225691,0.2326814858934417,4.0
nucleobase,acute_neurotox_lna,OneHotEncoder,{'encode_components': ['base']},Transformer,"{'d_model': 64, 'dim_feedforward': 64, 'dropout': 0, 'nhead': 2, 'num_layers': 1}",0.0003442223180825,36.36770932985336,29.907623845672607,0.4545161922811003,0.4808413774762949,1.0,-0.5398461022620471,46.18143002035911,33.801734602539064,0.2774211207126816,0.2636366964257218,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0862904703264819,0.2884680988515391,0.2516211328576639,0.0604438604993492,0.0481491889160472,1.0,-0.5478908433269885,0.2864317351605317,0.2539133481408131,-0.0298759739361721,-0.0780620561125296,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0294549025397738,0.2785794449845996,0.2371721160411835,0.1032568741541162,0.0891772082007268,0.0,0.0333130501870896,0.2484775222275827,0.2112310943774195,0.2140762626943508,0.2183297359851893,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.010521710707223,0.2767377095673178,0.2355426699997495,0.1314343379949811,0.11133512461515,4.0,-0.0601754162716674,0.2629298846076567,0.2244072936620126,-0.004123947673009,0.030567482391076,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.036751959310193,0.2794986259535512,0.2453411537220394,0.1366120755020476,0.1287116192427547,3.0,-0.2041825140749054,0.2816560743059114,0.2456342982957016,0.1718257104892992,0.1428525332826833,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.2656849890744159,0.2968891659888754,0.2589640355812371,0.1353358986493417,0.1287626553753603,2.0,-0.1167716849196178,0.3058101438449249,0.2674377562704894,0.2172105642603824,0.2064552718616547,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.002035579611092,0.2737170324316967,0.2388498718664049,0.2723850035193578,0.2636883892589401,0.0,0.0007253139005978,0.2643796528469621,0.2308340960648675,0.2327799295563227,0.2506285833028041,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.003874661910572,0.2599025780247296,0.2235957199155467,0.177833278901058,0.2064927740861582,4.0,-0.0951955659887282,0.3094912674554045,0.2605534510502042,0.3075247645079403,0.3231716873170924,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0071179069227698,0.2624901597596809,0.2300736152914295,0.2031836402400259,0.2411812200615937,3.0,-0.0232455058068334,0.2930614591947006,0.2516428283643631,0.2350423928733824,0.2317603558083672,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.001593418257165,0.2709650636593271,0.2336452637919579,0.3058648521202125,0.3016855731048009,2.0,-0.0271411861380024,0.2743224243086649,0.2330512349142332,0.0379954103062045,0.0316223235928531,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0148010884022464,0.2776581214499487,0.2438145577935221,0.3119348366053807,0.314508914101179,1.0,-0.0520820041606324,0.2606193547142292,0.2301654893798487,0.0891466325724946,0.0899250073520078,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0019800604395958,0.2735200263392351,0.2380183693928639,0.0567065468332978,0.0618960026258006,0.0,-0.0001445749132433,0.2638672825976939,0.2316666985810304,0.0015975463211943,0.0229514290213276,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0033855830067874,0.2675650533980918,0.233482893519878,0.0455605839340176,0.050027822568403,4.0,-0.0060644005541465,0.2818879894848726,0.2442814010093598,0.0973824516438016,0.0674088831020353,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0019892043572125,0.2747704630136817,0.2348091567491445,0.0745034403106869,0.0752208333968829,3.0,-0.0103048680178385,0.263418997216816,0.2300911279665514,-0.0023480442749179,0.0112768117897026,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0051291585420858,0.2767929720132842,0.2413139971091536,0.0476176630072612,0.0331952911766191,2.0,-0.0108905881594867,0.2599492773020902,0.2299198514017565,,,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003170754179615,0.2664424072389861,0.231436345305812,0.0451510867097425,0.0515789021085776,1.0,-0.0124646963586234,0.2866597603571406,0.2478114519532705,-0.0519241335802966,-0.0355524416540149,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.1765452117113484,0.2971182644948173,0.2571805736171936,0.1916308488855627,0.1754501803428752,0.0,-0.4230153233824005,0.3056345784932323,0.2632875231500084,0.2259325568339416,0.2325629765709371,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0367893238309573,0.2563090982926028,0.2230035169186329,0.0927261824766756,0.0833439131552847,4.0,-0.0661673126072728,0.3069393880159226,0.2662402603798957,-0.0865526561503571,-0.0961825817263153,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.6588692641179186,0.3468136054136198,0.2973051236841657,0.1784064540593336,0.1717909881219102,3.0,-0.8968645321959743,0.3815305106498846,0.3264368627400234,0.2636597336377626,0.2343272927636786,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.185942704671771,0.3010983375688859,0.2448320655022744,0.135294978228047,0.1255032908022001,2.0,-0.2684878012266456,0.2759891745211728,0.2161725542843671,-0.0275652743793876,-0.0392345987618078,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0055738012550665,0.2779073064844545,0.2417653565382949,0.191048399901806,0.1831624960632642,1.0,-0.1057591506051109,0.2609793338085339,0.2293665121155967,0.0092233812416496,-0.006231374802533,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0076095149816668,0.2680212208610711,0.2301981185288929,0.2822014324716015,0.2716141622635479,4.0,-0.0259248611332278,0.2784132454236257,0.2404233734667187,0.1808588164090778,0.1659933294390737,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0034641923860556,0.2768757116957586,0.2355953103928831,0.2892272214129218,0.2849419616508538,3.0,-0.021892436164103,0.2603814354906744,0.2241588239827775,0.0857016288224137,0.0742858993973078,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0070672969887778,0.274571529914179,0.240346054625961,0.2777522654981028,0.2736922156324121,2.0,-0.060548232004298,0.256350410882171,0.2261808751891284,0.2136921117880777,0.2263319984400738,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.002194877385792,0.2761963114745083,0.2420442333301021,0.2548121036497955,0.242647122023365,1.0,-0.0411323996109942,0.2605559522828174,0.2302454034262825,0.0901445439819482,0.0858919654289534,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0072496831767849,0.2625603886901283,0.227775113864768,0.2555466756396696,0.2612859003573289,0.0,-0.0698777510955033,0.294782389759988,0.249324050362674,0.1154541831492174,0.1071829324382254,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0007156507016772,0.2754860710136744,0.2390533230677197,-0.0090559249327247,0.035809687252313,4.0,-0.1425789691112748,0.2579610486442837,0.2314457270743768,-0.0891073224069866,-0.1049864955506692,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0001480440651143,0.2754955452638892,0.2391330270494548,0.0203713025141282,0.0107007898988516,3.0,-0.1209929778251144,0.2601758623028416,0.2327252929442968,-0.1298229126177316,-0.1105209801505329,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0018722054611466,0.2769075570835098,0.2419942390796757,0.0320992496608195,0.0479448680207157,2.0,-0.4220195145538723,0.2700009078316484,0.2428277270509562,-0.0817046531429373,-0.052469556517731,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0017355702472954,0.2608009288889105,0.2255470918662896,0.0026429058231036,0.0176030725307588,1.0,-0.0738677926542612,0.3004655922338457,0.252711179935804,-0.0116216556649321,0.0054010812684945,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0030333044478518,0.2778707191421595,0.2421970634544701,-0.0297316929206962,-0.0202403680331424,0.0,-0.0918668158312057,0.2549868907356096,0.2263685723285085,-0.0416560900757001,-0.0204355848348328,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.1914711616559345,0.304275617111895,0.26456096896468,0.1063431541901591,0.0850386223590527,4.0,-0.3849429573043088,0.2839211209678661,0.2495685712465873,-0.0097685438280966,0.0182467785931343,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0470542907965236,0.2840695673082414,0.2474775315596218,0.1155278596645016,0.0994669047738711,3.0,-0.1551682631378237,0.2598029207814495,0.2300640729999271,0.0791178946045525,0.0917387652295931,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0042590112783018,0.2678264089367735,0.2291124487444967,0.123037129744695,0.1041973957444203,0.0,-0.0624918706879475,0.2851895356947071,0.2443858891404115,-0.0106698189317231,0.0044397186042275,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0423244630870855,0.2816686547909648,0.2337429699009219,0.1777108748810514,0.1659207646293758,1.0,-0.1098220606774831,0.2697389851377072,0.2248812289710517,0.0312324165021129,0.0423716926346302,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0196455494204657,0.2663359411858607,0.2222828675946686,0.1805684405710004,0.1643786968205325,2.0,-0.0786650257606533,0.2982333849750059,0.2546675632794697,-0.0571364356378438,-0.059789827860994,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0013223283451423,0.2572866126499838,0.2232852997451266,0.1994935098328869,0.2321178236736623,4.0,-0.1217625666215727,0.3151338214558754,0.2668157028732258,0.1928661591187813,0.2082573848341944,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.001115646293271,0.2767521148418772,0.2399750267610092,0.2343846941032556,0.2179945146433267,3.0,-0.1828189136589377,0.2525305710114801,0.2266299378832574,0.1995290590802055,0.2210811129693909,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0131099382033625,0.2792605636408116,0.2455615629660818,0.2371339683109271,0.2342160018533348,2.0,-0.2123850096180657,0.2632273783586445,0.2328642368184195,0.1733354071895768,0.1963505391236543,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0016734506655844,0.2764907849405166,0.2407652369039655,0.2205583440074744,0.2101203431068068,0.0,-0.2400632084470459,0.2592326664103734,0.2323802632894988,0.1403052611235229,0.1760177150941541,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0004100261641865,0.2769296418098261,0.2416129595899711,0.2601215536430215,0.2679880894225457,1.0,-0.1036683368912263,0.256626166890425,0.2282733149646605,0.176665012174561,0.2065981211281388,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0017234854093666,0.2732896723313664,0.2386714567541875,0.0587930027392486,0.0796499971237095,0.0,-0.0020477661702908,0.2640273841294253,0.2275517820631475,-0.0163220503726831,-0.0361939315996204,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0118572396191289,0.2730846809326111,0.2399803364520507,0.0817669756853938,0.0775207267532103,1.0,-0.0012820902329675,0.2684281557401941,0.2327679786998161,-0.0301415924703015,-0.0562829369376998,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0047749972201716,0.2686095059316248,0.2348808249426178,-0.0020420543333498,-0.0152369241840911,2.0,-0.0149341850561572,0.2820111481831381,0.2476459430999156,0.0249893466700381,-0.0005336469726663,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0014191406564781,0.2753513750520273,0.2397745437419611,0.0721094135000874,0.0684054143909284,3.0,-0.0534748191536122,0.2524866438946697,0.2223186579594681,0.0053990443832192,0.0064878586963312,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002019210990285,0.2774931923031724,0.2412857441102098,0.0738156832617561,0.0811146269056974,4.0,-0.0664797566054224,0.2500514222006135,0.2210644145640529,-0.0507075909463087,-0.0631760950649065,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.1099453140919402,0.2836511915368365,0.2273004913230484,0.1827889172916939,0.1682379150397628,3.0,-0.3432951747029626,0.3163498396492825,0.2591093869414823,0.065074750106068,0.0660390871311661,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0119082271129535,0.2679754195332749,0.2219144681692529,0.1916707398548054,0.1827041886811857,1.0,-0.131865092614301,0.2983702982218177,0.2544035633753757,0.1072725449962777,0.1002378002974497,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0604044417850895,0.2708267680477227,0.2251703598329111,0.127489212758052,0.1180279443259766,0.0,-0.0107285228050448,0.2953531008939387,0.252850885471873,0.1255711044627988,0.103382001205149,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0506225116533511,0.2734754868922756,0.2376624899787884,0.0844613388851376,0.0746034915160898,2.0,0.012444019525887,0.2835674953394054,0.2465740732991483,0.2950229789314041,0.2770562535647864,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0092414057348479,0.2763135403944021,0.2397661862616178,0.1970719333288501,0.1871468282621546,4.0,-0.0637472123293532,0.2575728599403031,0.2265493934788165,0.044272832576594,0.0291895053291803,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0021394776518708,0.2758534722706546,0.2378627767307847,0.2878754575260737,0.2860499499273525,4.0,-0.001814377211577,0.2523164325391803,0.2205073459934681,0.1063464639274366,0.1126797781915527,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0108933958618141,0.2752374798725354,0.2387811933325789,0.225150937415708,0.2174511000506262,3.0,0.0031814072592496,0.2526157558037988,0.2219716144200154,0.3213667298882361,0.3119794728919812,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0055212755812925,0.2650213327472703,0.2268265307390503,0.2622048133314958,0.2553198214502391,2.0,-0.0821412218308372,0.2890620816340677,0.2472182712243104,0.1243245419558306,0.1157543107237829,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0074846724699378,0.2705683125013344,0.2338358359943328,0.2593536525711261,0.2466009511810434,1.0,0.0012601008439377,0.26904021592714,0.2340125974914599,0.1003033297835977,0.0911015074091365,1.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0004090951230683,0.274834568105009,0.2405682128312267,0.2272615795959712,0.2206458568245797,0.0,-0.1595913387705345,0.2635546914530738,0.2351234099580056,0.2522409045449446,0.2730258681283551,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0010770391809851,0.269275412766192,0.2350720390217633,0.0782650027653702,0.0819734447273271,2.0,-0.0096520436093414,0.2758895724634657,0.2381157744870641,-0.0634900566840194,-0.0518088765792493,2.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0017353715928825,0.2769600453850313,0.2420167204654718,0.0301023493199017,0.0486231760393098,0.0,-0.3199194275282044,0.2600661208056499,0.233938786033292,-0.0323363719709915,-0.0856068539123147,0.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0033050868467916,0.264175087790928,0.226846764997765,-0.0240646102524269,-0.0222543087597314,3.0,-0.1285437123317119,0.2988006925858386,0.2526957452657722,-0.0633554114433897,-0.0639725357606692,3.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0043907168368138,0.2730225944106653,0.2369642618501728,-0.0607244368998707,0.0024075395524115,4.0,-0.0084604739554088,0.267344612568142,0.2322392956060828,-0.0294492337517688,-0.0175539887910617,4.0
nucleobase,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0023539162598928,0.2679372646179246,0.2336153958054195,-0.004036744866507,0.0095435323730048,1.0,-0.0216582160961498,0.284755035580671,0.2514839616005458,0.0698696437449818,0.0820198058386392,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0099630938266164,0.2734588429462652,0.2331164388533256,0.1113630164033526,0.0964328075225576,1.0,0.0003575481440425,0.2658883061065867,0.2275251836636487,0.1164197718100457,0.1281732160407498,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0959705749182957,0.2823713141160368,0.232273351004694,0.1317381532203544,0.1182925391094342,0.0,-0.0713759626373558,0.2858220886544405,0.2374757614617457,0.1356842731993828,0.1419864822169398,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.1171303057397235,0.286708274883986,0.236344127049274,0.0816741089453833,0.0662817788205814,2.0,-0.1156397786989535,0.285252999709946,0.2343043163563589,0.088943218769472,0.0915442575223632,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0165830684960291,0.2701269033777878,0.2341253487182782,0.1463175885671008,0.1366872399750802,3.0,0.0275647471941798,0.2617817658191458,0.2240106914125745,0.1733254316566716,0.1641671776269408,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0235336010351845,0.2742061878178085,0.2315665727554895,0.1350015195634929,0.1238125876775014,4.0,-0.0239556719789011,0.2742058398270968,0.2283642006682617,0.1380333405524792,0.1329006601719532,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0002089134975156,0.2700759934954758,0.2347884143225037,0.2432153466642316,0.2469871422296461,2.0,0.0006881002930791,0.2743270576615632,0.2396787176046835,0.2582068996193891,0.2596628466866132,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0054413538876012,0.2703094552189936,0.2363441729195313,0.2399178505199159,0.2449380934175914,1.0,0.0008333678609488,0.2760174357979482,0.2408851905917877,0.2636888200381986,0.2710855816096321,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0012592293020624,0.2707929431577003,0.2346862558113885,0.2404730069239972,0.2441407644578335,0.0,-0.0028455637053994,0.2711765250804736,0.2360388391402066,0.2251320172612917,0.2399936890507447,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0008836016538033,0.2705736231223407,0.2347052692750207,0.2365196243365583,0.2376810911121464,3.0,0.0009846613839916,0.2721630740783477,0.2371894228854753,0.2957626537042448,0.2980462756868654,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0009121953440444,0.2711797809012351,0.2354353533884619,0.2501363351730032,0.2481901357077905,4.0,-0.0008797892267409,0.2699114165403127,0.237328742065698,0.2796388426662046,0.2835026621820886,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.008314424818157,0.2719077783538112,0.233164586395701,0.0131157039308442,0.0159858662576135,1.0,-0.0088794372906575,0.2731866405614812,0.2349523814011108,0.0407638893261595,0.0406839636067449,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0026082804391101,0.270065574628517,0.235116787382453,-0.0043151316861162,-0.0043937708450604,2.0,-3.039916034874857e-05,0.2759950579787533,0.2424237776900191,0.0143118598216651,0.0048805665249773,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0129986412648075,0.2723945476224462,0.2387305221128143,,,3.0,-0.0118957169333966,0.2741674159066403,0.2412575415516143,,,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003333795496607,0.2685927126316715,0.2331554329056436,0.0152298054471961,0.0141898746247839,0.0,-0.0007255432699808,0.2808125677544763,0.2470296459734592,-0.0025120586513151,0.0022237416280783,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0001013921230955,0.2710538682834252,0.2359858148960745,0.0672357642182594,0.0459961774408756,4.0,-0.007403954040291,0.2712041106780241,0.2362384716202231,0.0037769717285925,0.0060301607894964,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0851871831119237,0.2815069592238224,0.2316919822210855,0.1426373171448501,0.1348814842654828,4.0,-0.1174904842671811,0.2893870209363525,0.2387285523006068,0.135387504742253,0.1076724529507012,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0075784610477802,0.2724613493275131,0.2324486546145578,0.1383843671089094,0.1263460863110688,3.0,-0.0139047460921948,0.2712086897659131,0.2349756144516913,0.1323314899677277,0.1283672844410578,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0344160304138894,0.2739826051450738,0.2302909619322374,0.1229280596390955,0.1155331733812271,2.0,-0.0120388829681699,0.2791391225776352,0.2392159208464805,0.1461612710838579,0.1259480408638611,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0376596391343704,0.2777879925471256,0.2427649843224471,0.1938410677158474,0.1829188075578894,1.0,-0.0217365812160075,0.2669844410660432,0.2307490015654917,0.1981177103164302,0.1885205733299809,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0171764959993281,0.2710370255789729,0.2290059595045591,0.1536021415814539,0.1415778580195078,0.0,0.0055281832440129,0.2792133803037539,0.2333192953307305,0.1946341116450803,0.1915146141237107,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0085502757767321,0.2722108293650791,0.2391394876832209,0.2419354043741975,0.2414724730120312,3.0,-0.0193244526437459,0.2733401218023919,0.2399311048630863,0.2578563409394001,0.2174056683059421,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0026159145887816,0.2713950500338755,0.2344132210392801,0.2438268108510654,0.2357136818196183,0.0,0.0016781661373991,0.2678556487875571,0.2283332248813356,0.2666531333336602,0.2620584008878133,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0065517549612179,0.2688077096456853,0.2322725197911757,0.251300666655538,0.2412192840358938,1.0,0.0011019723730947,0.275969541061338,0.2390281017479079,0.2229893356550171,0.2189874805741794,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0003350298069841,0.2718870578315137,0.2380024923192392,0.2528606417079669,0.2465347111459464,2.0,-0.0027747402186057,0.2680925563636008,0.2353590762157879,0.2243327241169282,0.2165614686328378,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0061200158258574,0.2714709023511005,0.2352152686262237,0.2570983755366801,0.2494213324427375,4.0,0.0042849946923332,0.2652623136829338,0.2291037272919169,0.1967729808437913,0.1780041668496933,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0006000873422491,0.2700822153715324,0.235038362845412,0.0472087466377333,0.0464364506243917,1.0,-0.0084194572060412,0.2750221006637294,0.242297713491313,0.0512583502305385,0.0421867979124326,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0049911553282433,0.2704862284264473,0.2363650802399395,-0.0139579764604008,0.0191714302672614,0.0,0.0022023819294322,0.2752729776245727,0.2389900268648591,0.0502887189385786,0.0956124570038727,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0066854565051162,0.2720348510950439,0.2382590035377923,0.0004345674809729,0.0367079486491994,3.0,-0.0064248559879855,0.2714631605692535,0.2365657194374162,-0.0182285371400252,0.0216318599560757,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.001490805982808,0.2716789513283942,0.235535017036851,0.0075085062400093,-0.0007107857046283,4.0,-0.0030580598603915,0.2695761017603389,0.2298454510464387,0.0162329271400164,0.004090958536276,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0023088746990103,0.2722382715802232,0.235449670507138,-0.0301815471018084,0.001684958517697,2.0,-0.0027523249715422,0.2676084686111009,0.2328715827885795,-0.0727477251626863,-0.0307905007391482,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0141564996577946,0.2701835060956288,0.2312575332222179,0.1572870678474016,0.1457765993990895,2.0,0.023700384355034,0.2630033722343882,0.2266298720537854,0.1588817523736408,0.1579743761122723,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.3891681267393392,0.3196352344721953,0.2481643786357257,0.1496713432039607,0.1383862091435647,3.0,-0.4147748695293249,0.3214450773807685,0.2472475739299793,0.1731755567710777,0.1665728038344927,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.01905825176245,0.2750837183024041,0.2320207016885337,0.1383627199621376,0.1276512809799903,4.0,-0.0159258323227731,0.2669918036101599,0.2259430987938591,0.1320960483153849,0.120938229455699,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.1196074434880094,0.2888785081361507,0.2380657305157021,0.0878649836449096,0.0764857165256212,1.0,-0.1310832423703112,0.279574084834181,0.2289484508659528,0.1138373920209548,0.0838730077565855,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0104568318024058,0.2678863855814731,0.2336612734597394,0.17435733274544,0.1665178280384601,0.0,-0.0056269712851477,0.2785344955218821,0.2454132556396982,0.153387977378199,0.1317930563049174,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0006526718509241,0.2690624637128312,0.2327677517887579,0.2381219003634356,0.2373971116696047,2.0,0.0012834295166337,0.2781959699002619,0.242461656438725,0.282253658147222,0.2860431074331417,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0006633067512942,0.2695643588833076,0.2343549512636543,0.2274691492919953,0.2400460291027989,1.0,0.0003218295293191,0.276187676393486,0.2402590810825757,0.2149361857294089,0.2220344773976131,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0037646618390581,0.271885793745906,0.2381464422491555,0.2264049584757665,0.2357276503310486,0.0,-0.0144646710770415,0.2712193446758324,0.2362172262717391,0.2442061404770515,0.2397978519526603,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0115658179608577,0.2711376540321384,0.2374007244301999,0.245718800419045,0.2526884947547439,3.0,-0.0050228038495407,0.2772968495460695,0.2445768676298048,0.2235779930773994,0.2394156534277751,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0064595647730483,0.2716248054548891,0.2373501712908116,0.2475425639533999,0.2516031195958249,4.0,-0.0077688223015386,0.2731599909287199,0.2416222213540236,0.2674879988962172,0.2721685432978832,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0047597598473139,0.2702560220810374,0.2355872944580865,0.0106784154456194,-0.0133959330154323,1.0,-2.0902207814366136e-05,0.2761619233905454,0.2429541215750262,-0.0646095433468512,-0.0785539280550285,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0014185979369026,0.2716418286708767,0.236682059815881,0.0658290434375367,0.055780212176286,0.0,0.0003057783355203,0.2676776873058767,0.230332182676286,0.0375938694805077,0.0398312917928428,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.002808401150123,0.2715235536541105,0.2370149115212464,0.0409771315918243,0.0382988808974711,4.0,-0.0023094506557503,0.2708606625615379,0.2369155778238535,0.1186966566742333,0.113445594579249,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.00047903932855,0.2722228231857292,0.2373813614743238,0.0542945239066172,0.0533243328333591,2.0,-0.0076793593021828,0.2671646340543409,0.2348567682428433,0.0663502185415213,0.0809796320051064,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002111228426211,0.2714545830431,0.2358982503661634,0.0368955465877212,0.0365068844441362,3.0,-0.000320582598972,0.2694522286469714,0.2355089042711136,0.0637078873766026,0.0632900046921052,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0445354601771563,0.2784709199869378,0.2424755192290323,0.1680254636213872,0.1566883090006773,4.0,-0.0569630004369321,0.2725271170339535,0.2365328941168382,0.1529382784635581,0.1500517358866576,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0669692580766285,0.2800005379272869,0.2444074933432192,0.1727464048531852,0.1585873494272707,1.0,-0.0506365489557503,0.2776104554391974,0.2409872759989155,0.1778149136038475,0.1811448322819766,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0862532795573907,0.2831341295920148,0.2458517580777073,0.1564235524893906,0.1434492877993717,3.0,-0.0969063232323772,0.2811394278885213,0.2434754670321788,0.148034020362513,0.1363979442591599,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.021826170101125,0.2737317889921642,0.2390119467578121,0.189496019020473,0.1781586724671513,2.0,-0.025519308395739,0.2753424903874649,0.2410169922451839,0.2098079466475931,0.1982517257944443,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0223726308246037,0.2682893106146209,0.2334579737789521,0.2218220819576729,0.2090417607372907,0.0,-0.0113492656107649,0.2712754402634734,0.2384061612710928,0.1552881017301303,0.1432170367253936,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0077570110744894,0.2691324652474894,0.2341185762493117,0.2512863520114538,0.2452380456602744,3.0,0.0067410867786414,0.273419626093271,0.2374528139875368,0.2355137553191886,0.2239144870457089,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0051605599184159,0.26998505817417,0.2345109213727307,0.2458837071865404,0.2375684428856223,2.0,0.0057842637473627,0.2715567711098917,0.239773207780955,0.2369531892185645,0.2433271141663244,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0039833993360532,0.2711538520816489,0.2363271071392292,0.2460810091804705,0.2401442508903255,1.0,-0.0019004082024229,0.2683565104955188,0.2366969209772241,0.2522801047325901,0.2338870233016228,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0070706583594852,0.2700411314406089,0.2353518165227743,0.2509860604516859,0.2462394644761454,0.0,0.0074843840514132,0.2700279069364678,0.234776598812674,0.2328638212982738,0.2237663037392026,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0019343531591707,0.270813212165095,0.2364706916879138,0.2443416925548807,0.2345246927057191,4.0,-0.0020043975683032,0.2710061768174303,0.2381211988090554,0.2486265661327741,0.2477245409865571,4.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0034307803197273,0.2710355046718457,0.2360914569341196,-0.0372739710288523,-0.0344975275745406,0.0,-0.004957224502416,0.2734274806544819,0.2362107365363089,-0.0813913510689237,-0.0577231628491018,0.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0009075656221304,0.2697611834461057,0.2340134109639009,0.034497480557542,0.0247522633428573,1.0,-0.0034242097457557,0.2759498438884634,0.2395227382036731,-0.0609906071364257,-0.063148899447322,1.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0075123515556041,0.2718473336285858,0.2364953121382068,-0.0630744395883047,-0.0553997715771834,2.0,-0.0063431504769413,0.2725600845130452,0.2381341346389497,-0.0233855814050426,-0.0390735364647046,2.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0047690690237667,0.2698813130927071,0.2354028142202932,0.0488535656960619,0.0608312028533274,3.0,-0.0009072410061101,0.2779726257712038,0.2462591695236732,0.0264619715070183,0.0521855926920678,3.0
random,openASO,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0069828027335425,0.2718623402992983,0.2362336130920442,-0.0638187091905479,-0.0784315850077171,4.0,-0.0049095252048694,0.2720909700555947,0.2367723845764804,-0.0494285290225606,-0.0200373605586196,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.138976353339339,26.23822957504299,21.92887289048194,0.3785050355013608,0.3719810279716179,2.0,0.0647070508168388,27.71983687682481,23.286079464226184,0.3491189710712374,0.32501300895362,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1678220741715971,26.052492867853594,21.723201917583808,0.421636184994958,0.4125537340682766,4.0,-0.0065469757141112,28.02860843560624,23.61585376308927,0.2719823861615252,0.2509122436906627,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1455394778584372,26.290791243324584,21.94468416863599,0.3855740483510085,0.3734287888177214,3.0,0.1199061941822232,26.800739998738383,22.4157042772818,0.3471857790545108,0.3600400983256243,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1638235584214448,25.77900193754646,21.58438796097177,0.4081995787050463,0.4001619229334456,0.0,0.0690694190863242,27.49384833471128,22.881146330769017,0.280640509319668,0.2676162509150688,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1089648405076098,26.85083389657977,22.591604021197643,0.3507117535149562,0.3295744893321051,1.0,0.1767355417971441,25.80603062089562,21.96365511907265,0.4600579316456901,0.4694238790180736,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0759258698742151,27.085447855496323,22.74732550551119,0.276387392488661,0.271392190978081,1.0,0.1022578230570617,27.712832396430656,23.63074806559487,0.3530732008121042,0.3651401869338479,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0902875891838701,27.45803142251588,23.057044365437807,0.3062500880736701,0.294457722022162,2.0,0.0873485599686264,26.22876684759026,22.128567144011352,0.3084723530117467,0.3168040177541235,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.066066431226356,27.54650443024492,23.19856122105128,0.2623435697652179,0.2530893233161676,0.0,0.1604515360292628,25.876656444499616,22.03115275839896,0.4320054452671766,0.4438594348150552,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.087220520725712,27.17638343120494,22.829287010975488,0.2984539426904367,0.294992797335826,4.0,0.062256284796914,27.48927344108916,23.312628917866853,0.3117874372539999,0.3091951128955307,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1120293210985966,26.98642671908636,22.677501695712373,0.3410383321997894,0.3375143822981105,3.0,-0.0870434078649795,29.171565424700184,24.09386547505886,0.1823974035501991,0.1788616974046633,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0640254669844648,27.692165335751632,23.3074872963304,0.2562787884780804,0.255804132614747,4.0,0.0259992976734723,27.496037117427164,23.07889134562301,0.2488624997396953,0.2523968231096007,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0836002858672201,26.87748934607016,22.64508251036138,0.3049598682011141,0.2916137865092654,3.0,-0.1546262855381828,30.87907300084961,25.792732054820185,0.159297832653461,0.1528892918988246,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1084697858751906,26.957548831095565,22.695696425012063,0.3301184518304741,0.3188645302590376,1.0,-0.0710520093395667,29.021115655215475,24.29026342048195,0.139605758358444,0.1150724038347608,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.087695768080163,27.08714599963602,22.8076869960972,0.2969945960984347,0.2981774897182129,0.0,-0.0336888184699819,29.03836021752272,24.2955180533516,0.112523258265347,0.1289391430649311,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0657724088193054,27.342306533643967,22.94804205911424,0.2610905412395684,0.2587531054597099,2.0,0.1139110339653467,27.317102598622885,23.14446178298261,0.3803434633371341,0.3778574833472301,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1075018243184625,26.515202017001407,22.314221045081283,0.3391982685425866,0.3324896900095487,3.0,0.049837336173276,28.981363227846767,23.75621565800645,0.3566718498007004,0.3613955092065295,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1377539778161256,26.571982793437407,22.300158955342344,0.3718463452506767,0.3490919173371573,0.0,0.0928749943999422,26.71486655927436,22.267084542651453,0.3065372725585986,0.3110002010488518,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1362120405267274,26.64172720229843,22.19302867659928,0.3817652584064873,0.3651153873693444,4.0,-0.0088764870903657,27.404738115150728,22.81502937991852,0.2669888238768395,0.244563296802154,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1430820889662752,26.580958392412924,22.170231568020952,0.3813814410810471,0.3624349908010978,2.0,0.0529665877988339,26.844355722908777,22.597366414030063,0.2964722575804636,0.2829347327442185,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1123150664291082,26.82661375446613,22.515661282530825,0.3353545576503517,0.3060672420786234,1.0,0.1564896861392843,26.086494957555075,22.162169720105805,0.405641058540689,0.4110498779699026,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.083960825265739,27.18639018673172,22.82156129900244,0.297980258621533,0.2891434767944967,4.0,0.0757856365053333,27.26836724694273,23.05715518259734,0.3076290543253863,0.3001574785809725,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1226751705860613,26.75482185346789,22.50146795214584,0.3521712323433085,0.34943251607697,3.0,-0.030083737692931,28.655794504462385,24.014229052280264,0.1177574814811152,0.1132924108195798,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1234472423577524,26.74562385634947,22.55166769637248,0.3541342718893559,0.3518684169552542,2.0,-0.0534357244900114,28.75947941118757,23.93962487227683,0.1703151112620877,0.1659388929392318,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0910899138332268,27.287558987007856,22.99810385085344,0.3032631655938125,0.2939270347921649,0.0,0.1039017776109965,26.46562711732511,22.26064328505593,0.3364523844755632,0.3389250525931954,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0952871339984877,27.209655465322992,22.87584987632394,0.311442871576499,0.3031501806920745,1.0,0.0687617178578928,26.92679577034055,22.812049794983203,0.2750927215200801,0.2781614959117325,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1357837886351364,26.66705189780372,22.32819949814909,0.3704347535413686,0.3560897847096343,4.0,0.0623206400055079,26.94808236162532,22.575598929738888,0.2821838718490079,0.2770588661240644,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1070803305063211,26.698527249664306,22.40010030027544,0.3299067178305976,0.3119812335478854,2.0,0.0787998425551204,27.721566124076244,23.31543928120617,0.3536554789054948,0.3597741120458089,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1298345185208809,26.717819651685616,22.394552964145795,0.3621415495278949,0.3499147093555467,1.0,0.0609654799846637,27.09213700711339,22.702812987340963,0.2801804695533345,0.2629636859982436,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1138066676810529,26.81313230159742,22.484845654767643,0.3380312601948102,0.3162295922929721,0.0,0.1304615608178518,26.450483870134164,22.359247157716982,0.3981704691149434,0.4112559662715398,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1629543501377992,26.323987149417583,22.031510598067992,0.4068936216730758,0.3878656836864239,3.0,0.0074994031207452,27.583491325871098,23.11967231606293,0.1736895336707,0.1791085080776581,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1716107823243673,25.98215331676873,21.61685548832328,0.422037346891748,0.413954715753139,4.0,-0.1853358839037733,30.547448466860043,24.97623401667133,0.1622940320266102,0.174823611646914,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1402202127095946,26.7014721154745,22.262968843356624,0.3963568695810043,0.3776717912125473,3.0,-0.0247375800115539,27.72132031354196,23.217676889625764,0.2643513882756184,0.2948478445525285,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1527129617204804,26.496166477531485,22.10427687792536,0.3933888918713062,0.3746776232130926,2.0,0.0701201181527189,26.63129231192605,22.44609853607076,0.2688170751606268,0.2745007279628113,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.119498618313142,26.42970442173545,22.02599242377976,0.3572809278653401,0.3460039183829677,0.0,0.1100274546628886,27.87638181117776,23.07635216325768,0.403338443638324,0.3831978872365761,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1686371714756869,26.181678699081164,21.94878993235886,0.4218912053641155,0.4135513829693548,1.0,0.0579330890155346,26.956854744491483,22.53277556517856,0.2572195468429087,0.2298834343419151,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0853739164475311,27.40856151199192,23.06546508606529,0.293035068441172,0.2837451503905816,0.0,0.1115414881318673,26.272003171967302,22.342527387623,0.3508773885271476,0.366300523287536,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1130353720571278,26.69870165975586,22.433593851397347,0.3376508277800402,0.3363049320444661,1.0,-0.0085755315097171,28.894406908097423,24.21751699058001,0.1781727892025917,0.1821471630128686,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1038716282603788,26.61521257804033,22.403320473218603,0.3267668536931117,0.3201791649409201,2.0,-0.0449033087659469,29.537755043424383,24.746102578839583,0.1077377221951813,0.1196436866298916,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1068788636439431,26.78399579336056,22.56487237673255,0.3274097789505376,0.3244682901683275,3.0,0.0082754682898925,28.71706592004254,23.880243442527764,0.2429729213122027,0.2333169799778945,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1248879092112832,26.546118723416207,22.290000546872328,0.3540908439326112,0.3477225881503226,4.0,-0.0078584028828794,28.899009960097302,24.05965949418147,0.1493838888055974,0.1757510215207446,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0371225476801048,27.861398306983265,23.48937326781148,0.1942108710141854,0.174687526878014,1.0,0.0484427706635431,27.636814061917303,23.531350613573185,0.3618532201354039,0.3401702531603335,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0515847137148197,27.83808840639338,23.536988970925595,0.2297175791717126,0.2175042190042279,4.0,0.0369558503310464,27.4473775196618,23.10902866430165,0.2222860604637519,0.2013321730437249,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0592771899201297,27.5642260933011,23.27519115037454,0.2441047581680216,0.242762292064159,3.0,0.0201042216305611,28.32941681381285,23.683537280266773,0.1581400591874932,0.1882995791753925,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0267703875904684,28.078175564963164,23.67971915456596,0.1734784894246347,0.1724146760102829,2.0,0.1044683753203095,26.917907409688475,22.78401278022845,0.4483083778438522,0.4444484555575088,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0481343136763428,27.91851781439878,23.573281474584565,0.2194580293790629,0.21109299854946,0.0,0.0413289353153171,27.453986935160827,23.216217208675506,0.2198402809006295,0.1795394103780395,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1188016497147025,26.919692301336468,22.55433965750395,0.366185377240068,0.3505175230336825,3.0,0.0822400847893533,26.273271493432063,21.845656930077027,0.3128654411793309,0.302053119866644,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1384371690921416,26.65728820186959,22.291312015127755,0.3916125052397291,0.3754018183868426,1.0,0.0565288159542781,27.028435676096777,22.63044580725794,0.2642249611163467,0.2551300399331402,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1207858468904728,26.887405025911267,22.53519240325156,0.349504881370462,0.3235495999784506,4.0,0.1292722124318597,25.75866347813221,21.78905014186313,0.3671181865523305,0.3687658710594175,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1223952122468009,26.87276098742114,22.56264674101943,0.3580364253673158,0.3338200854124072,0.0,0.064022612950356,26.707768041721263,22.524592252974266,0.347994348730379,0.3544166628263563,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1558983246306188,26.26091711501258,22.043702343855607,0.400386150583033,0.3947256227484252,2.0,-0.1504887233526788,29.947800624718585,24.477228780352885,0.1741446466467887,0.1880098563549948,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1064182101582135,27.089229068469525,22.7811167928992,0.327797519281532,0.3221166458379731,4.0,-0.0289282582738832,28.24639924854387,23.47073577476032,0.2211697632937824,0.2190198791549273,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1006489187264122,27.31066817760297,22.9872722390211,0.3195849911991774,0.3123516554269265,3.0,0.0430517292190267,26.909312111159384,22.62772989137598,0.2133538412980826,0.2249331319546768,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1226120980434182,26.7692897487332,22.485313291946472,0.3506264314249976,0.3473505776246734,0.0,-0.0268904561406704,28.55901353733959,23.98913037368501,0.1252467900683813,0.1291074830563333,0.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0873329246244588,27.384934963227195,23.11866570913861,0.2999017685574076,0.2982991816039084,2.0,0.0908654035380055,26.48953173772133,22.24345010314085,0.3167228879983002,0.2930371254726315,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0840199763808486,27.372133663720767,23.06980136957954,0.2938521457645635,0.2840319724715763,1.0,0.0973057252884944,26.51599404395896,22.2235886757041,0.3266477409395779,0.3166728027618326,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.124633432316945,26.69016769273664,22.39296636028752,0.3543622244682103,0.3337734572883248,4.0,0.0945697993802104,26.942020335282542,22.675018655398453,0.3132305159285115,0.3013618154208317,4.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.117110718169855,26.878549333002567,22.60137941161084,0.3475382857810321,0.3298379989062752,3.0,0.0895707613992602,26.41544251757329,22.111919437898685,0.3153422240440343,0.2931236649944177,3.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1405501569396983,26.439968320457258,22.195416917998497,0.376094901690928,0.3587994735511601,2.0,0.0365292211354093,27.82333063059753,23.38873005022793,0.2301182195754496,0.2215741340121025,2.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1083764994530096,26.87249143293571,22.510827945377184,0.3312406874468466,0.3136004688065351,1.0,0.059979347414464,27.5707368070132,23.331799605622308,0.2818719002525686,0.272418153998451,1.0
nucleobase,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1007971590241344,27.022290019249127,22.724941241312543,0.3218380164460221,0.3103631433131657,0.0,0.0911363634938974,27.02154656786323,22.87097918006297,0.3121924145165204,0.3004012481678114,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1402387298416814,26.42813695434266,22.00890149180562,0.3854652054962492,0.3739209941723289,0.0,0.1329139084614111,26.41976526802646,21.98734851151588,0.3784657504096344,0.3697010131099118,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1390519134848296,26.42495915527352,22.135778455859505,0.3819085097492518,0.3690771411646408,1.0,0.1227162389262415,26.663314814822744,22.252489437140333,0.362266061732171,0.3475451411895014,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1368964783903998,26.46470695441006,22.00832043214144,0.3881104694990835,0.3783359709684619,2.0,0.1424383768400984,26.32777165915912,21.879806281467072,0.3882725425680631,0.3770302680120845,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1450701641291961,26.298990149293488,21.91184125908305,0.3861850700052997,0.3728252089280195,3.0,0.147339552698535,26.41971568918113,22.08825860259371,0.3901298586665975,0.3739677295079286,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1474742370173459,26.257970325024072,22.016392511636354,0.3899418835072419,0.3752352636041378,4.0,0.1475076928960743,26.42961676739783,22.192513109773486,0.3925112408099921,0.3832397076519396,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0890720283757243,27.16661311282274,22.84993766336895,0.3058409040533802,0.3010677807099572,1.0,0.0882661781160848,27.2399400374525,22.96237106807459,0.3053256237809846,0.3004058980350504,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0926489508767767,27.10470851399733,22.83643161301504,0.3047501798764886,0.3007474507911244,2.0,0.0932682433662478,27.19651966340217,22.81467391950472,0.3057857621299006,0.3005084708169447,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0888121645829131,27.205100719974165,22.91303266135245,0.3040502070513001,0.3012692178655707,0.0,0.0834054878001246,27.17354177278129,22.82919458282828,0.2955188368578244,0.2953911530409184,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0937015336327214,27.12938256223008,22.79300900366601,0.3122230174720685,0.3078972521872747,4.0,0.0762592291826402,27.2899161908438,22.90225195364824,0.2838387726239268,0.2802095786250773,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0907900871314737,27.14056265508809,22.8357169210355,0.3038712045382598,0.3008232471749942,3.0,0.0962881969983003,27.11641722971677,22.85711697909525,0.3115413989544449,0.3026676111355662,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0703733377774502,27.47609975873961,23.073002656434795,0.2746429331260494,0.2701074034378134,4.0,0.0719477329175024,27.35434251625124,23.046321943212263,0.2769237618599418,0.2710571476184071,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0497154725506358,27.740104254216927,23.36323108875412,0.2362203507911998,0.2522451701567112,3.0,0.0483440029185626,27.857484629748104,23.554944703948383,0.2375196259633577,0.2462824148180854,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.070069614016788,27.425372335791923,23.09839599127912,0.2697491741847177,0.2682334000220952,2.0,0.0693993061422929,27.61231589695265,23.274364878105185,0.2669147254291515,0.2658363369386584,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0513710484249103,27.73196546892499,23.36906863722337,0.2296241052115114,0.2277904075317525,1.0,0.0537397796648456,27.71387374865113,23.417721408879483,0.2375971402820347,0.2358914624980249,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0527033761796291,27.680316735426068,23.25696535220026,0.2403306791238874,0.2476621733174109,0.0,0.0547051971115356,27.82812943338241,23.453806686365127,0.2460736091479783,0.2515417380049032,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1275097789875925,26.55260367796412,22.160203785882896,0.3657776145066035,0.3485697303258706,2.0,0.1182782058912125,26.926508596568365,22.57416645620508,0.350780424709106,0.3365719269484446,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1145490393844614,26.79885461563874,22.459332471652115,0.3542910829643194,0.3411835693566867,4.0,0.1355446340723837,26.46509990564131,22.17498925255728,0.3811343652697757,0.3665177254774743,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.131409911530854,26.49024541135229,22.15547575339816,0.3646763205998102,0.3486685096743721,3.0,0.1402594333863168,26.59193644700524,22.3595109833502,0.3751625339525897,0.3601475128203402,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1268403888056478,26.57382868547536,22.275685483225228,0.3597181606752066,0.3463901656308504,1.0,0.1127707613987467,26.96358560936704,22.60735409045129,0.3427590755283823,0.3288445125949213,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1323194963153541,26.46638339341761,22.161379521290822,0.3662715008253356,0.3479875868500272,0.0,0.1270868123742148,26.84287725210997,22.482522482002388,0.3592720098493978,0.3465475002722379,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0970470188900022,27.060993067194083,22.78501142234715,0.3137484589365724,0.3075049757713859,3.0,0.0870847281356617,27.20055868298737,22.879976713659143,0.2955523828431926,0.2887419259942356,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.092279269389454,27.165184976958667,22.85901901696148,0.3043559285036597,0.2980708103530788,0.0,0.1074379537154802,26.766553628941853,22.53309803516993,0.3299408207494453,0.3245084993765509,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0943742087902278,27.098864539807185,22.818801359978806,0.3079352092022989,0.302159486144924,1.0,0.0939438377409896,27.10938956682472,22.757444123096064,0.3071662832095106,0.2999762856185667,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0909888736894966,27.161178477923016,22.87495682342973,0.3029285943815546,0.2971287209158453,2.0,0.0999822593985233,26.97076014777518,22.737926861902533,0.3194343491865266,0.3131094996419235,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0874418715227848,27.20764390562554,22.91987335238089,0.297702134265947,0.2936120839587331,4.0,0.0977276269533157,27.02908378686193,22.727954519461733,0.31764875836961,0.3176981136391907,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1232264910525055,26.682086688343983,22.36959424078617,0.3520454743968284,0.3312634732122946,1.0,0.1236627021472781,26.5866341246364,22.40481225229412,0.3526335510265097,0.3364334327042435,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1217189644495746,26.66408741721776,22.361316782289304,0.3499313918007139,0.3335009132842805,0.0,0.116261213720345,26.86025601395979,22.64128794683488,0.3417035801095155,0.32117565973626,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1228410306437245,26.70745212793797,22.381560754720315,0.3568753204546618,0.3363996813624703,4.0,0.1243354904500527,26.49727246523148,22.13679996850096,0.3574013474290456,0.3431362158369752,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.12309112786183,26.6830675780669,22.37046760837368,0.3513097592454845,0.3388190294386345,3.0,0.1298782217258333,26.489798576218472,22.206381375978864,0.3629155023556951,0.3441593942947975,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1219310010976489,26.64290833189788,22.3254126248923,0.3517183026744886,0.3377135672746633,2.0,0.1208026801532703,26.865912704206465,22.557086960527343,0.35098375730696,0.333031441992571,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1398799076624243,26.399455309137124,22.13385780388177,0.3788590434850826,0.3663510238833765,2.0,0.1438134126601974,26.388080121843327,22.175107170630003,0.3824783427698949,0.3683474720375295,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1349002378995091,26.50200710095124,22.241829333243547,0.3742956801868747,0.3602102674368515,3.0,0.1398499928780728,26.34745602510995,22.05808133786008,0.380128395541466,0.3700676740750052,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1390575399123806,26.41830496187654,22.15010161086303,0.3763410751839983,0.363544578820302,0.0,0.1446698020754616,26.35296780681912,22.130572826060025,0.3851282970334446,0.3758923282560946,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1448754302396303,26.342131811398648,22.10872106388891,0.3951016389401035,0.381358962427801,4.0,0.1493745446722756,26.227716455725385,22.014279525059383,0.3987306655499331,0.3853551530605292,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1483192807578687,26.338611118285804,22.01277016790793,0.3952830162419178,0.3810753359883705,1.0,0.1289380261381323,26.332718305531422,21.94833609684679,0.3769351473295915,0.3649432496678515,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0932951692784478,27.10483231968965,22.818068387429232,0.3061877932372531,0.3017611507061864,0.0,0.0888030499437346,27.224845118828377,22.906849341326573,0.2997123457405333,0.295530202973064,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0937746175195125,27.05979752394789,22.795464008168267,0.3073532859815848,0.3015369786923746,1.0,0.0891596683707277,27.36917600153785,23.061059787142813,0.3008501053047285,0.3029843626800141,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0865780472686752,27.19578415587552,22.907030196696866,0.2998985881727455,0.2956801826667922,2.0,0.0996937344013386,27.100425485241846,22.808344618187224,0.3228380223071023,0.3178558240672677,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.089595483853653,27.10791422222831,22.79274105680645,0.3035181475706863,0.3009788698664551,3.0,0.0908084473480114,27.40336009534828,23.1355219219638,0.3063757166627808,0.3042823243441448,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0920142122952162,27.125562967572964,22.82438248585787,0.3085260135001231,0.3048903552459233,4.0,0.0851023472778007,27.26981159458597,22.9745373627922,0.3003093648902527,0.2955727763769837,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0553629772529772,27.62159909667561,23.264879291183505,0.2419311034654712,0.2427814340291711,3.0,0.0526600216409055,27.93233225332394,23.541947506745235,0.2441359148431449,0.2476872303276257,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0481248152171767,27.739031312035337,23.402598137406155,0.2292560490093885,0.2327921279933704,4.0,0.0507212721837179,27.91977048992121,23.5546571759584,0.2327254278843862,0.2363218844113262,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0504321521287078,27.702936071454754,23.31718797736185,0.2318320478768868,0.231639340775594,0.0,0.0532934592180257,27.885714636066105,23.51674898232261,0.2333846297917147,0.233767219082251,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0683674922941164,27.454978860476142,23.07024643712035,0.2725252122590374,0.2717958612586018,2.0,0.0687008471807592,27.59961801066005,23.18700986694345,0.2669332772132694,0.2629514551473436,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0736719629923781,27.44297267654215,23.082230460415435,0.2717420721946814,0.2675311707707685,1.0,0.0813120436787677,27.15080040452004,22.840985717990243,0.2867814864434976,0.2835434013627788,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1295001647476517,26.61379800194608,22.32215936751348,0.3612077615716676,0.3432564966854817,4.0,0.1250384871201975,26.4562527283178,22.16659772191104,0.3552363625299206,0.3408916136431076,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1319769813023401,26.557780415170065,22.148400653483808,0.3641712237192002,0.3486408117208019,3.0,0.108370140568399,26.77882093654505,22.32354560073987,0.3340402499679539,0.3260286404569413,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1294848716027228,26.57858075996355,22.255399021801992,0.3615734161058824,0.3473161079438962,2.0,0.1279536590754054,26.55249243153352,22.25869816165411,0.3584032989038789,0.3451835221347902,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1270563882532389,26.64302714258298,22.29221200158708,0.3580552056217993,0.3433727663907969,1.0,0.1305950330272016,26.403870562889136,22.18669320366904,0.3635662012246583,0.3416273690373212,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1289468238862289,26.58729053430526,22.29590390338493,0.3631932826195433,0.3482555858731099,0.0,0.1187504106630356,26.6902400381079,22.340762811446343,0.3528572805126106,0.3389002756478045,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0899063675494351,27.210196266516707,22.936514995846043,0.3017914803341722,0.2961109586456082,2.0,0.0852023759218915,27.059662869468845,22.72400948015248,0.2935865087318747,0.2914573087551158,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0868743179439732,27.212909121232627,22.9086652097312,0.2998514312286487,0.2974533931657241,0.0,0.0798292441533369,27.306615525136127,23.07581895694211,0.2909455134910703,0.2878580189331675,0.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0905297904961401,27.1909196797716,22.9115571312362,0.3030427158532411,0.2973378622920252,4.0,0.0855851275966931,27.085104794052985,22.7913718660791,0.2936712835639589,0.2884449591872275,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.090864282773903,27.15161212749299,22.865658228963127,0.3027728386481816,0.2976831270157236,3.0,0.095698179493903,27.0819859868243,22.79869396594034,0.3115013922144394,0.3044168507606895,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0907020908594739,27.164221010805228,22.87741353225837,0.3028567196729187,0.296478208050777,1.0,0.1016035235361247,26.952868424915845,22.67807133790752,0.3219775391411296,0.3180874314739752,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1025096158920289,26.93964458866964,22.64233145839179,0.3217312039291877,0.3128984390173057,1.0,0.1035666804254495,27.11172454503856,22.81206718810732,0.3239786254333545,0.3149638700757612,1.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1156894385704964,26.818817799906,22.526608877174336,0.3409514371717356,0.327036367624552,2.0,0.1165752437540964,26.601837502123864,22.30019402178271,0.3428818923576386,0.3308583889771829,2.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1140693899139674,26.804546566469423,22.50204026405376,0.3394365864406058,0.3261599571547482,3.0,0.1199156822741021,26.709697376720573,22.472616833695007,0.3482794536959106,0.3333063227279912,3.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.122487137515075,26.706618644845022,22.40525862757817,0.3504533260992706,0.3373782345925496,4.0,0.1161895855860765,26.645222043089127,22.360424874942662,0.3413609061398946,0.3252772333694304,4.0
random,asoptimizer_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1173447445609221,26.743320374445524,22.455218374354995,0.3436498023636493,0.326883454381153,0.0,0.1122632751519498,26.872337342150868,22.499591332019136,0.3358304311919895,0.3141279439660623,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.261563353784492,20.80939881045941,16.318948347491386,0.5134444276435292,0.4560845436614364,4.0,-0.0436500985508823,25.55144099635987,19.607894796838565,0.2381756106609799,0.29608791910801,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2403659525770703,21.097532602778447,16.420977062482358,0.4944238584753819,0.4770075112121808,1.0,0.1892027547575541,22.85020226314,17.641760592319,0.4609872461781613,0.3850008794496034,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2734357520705494,20.26526739839996,16.26443876054552,0.5351161099635005,0.5071945405731467,2.0,-0.1088949844122828,28.810941062385425,23.56767145585732,0.2147073074211561,0.2261263745918506,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2482285133401919,20.39053335957073,16.510100783966642,0.5144769721268313,0.4802299749888875,3.0,-0.1878062789844421,28.013294667645766,25.09590405566352,0.251285479837138,0.220400719494485,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2971630551064211,19.329929390314515,15.760896354427,0.564289219229854,0.5026703096368408,0.0,-0.1672370651553749,29.5144378873892,24.69178604604878,0.093964366035398,0.0477290052010865,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1830113658845995,22.4376037538105,17.89826581808237,0.4404985782264131,0.4271654880906901,4.0,0.1306039688521112,22.04766239721487,17.127737853438767,0.3621500931969864,0.4352872840809258,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1167688174303988,23.288170190352417,19.044271774434595,0.3705248627683241,0.3424635662148595,3.0,0.1359665901521456,21.982598234362428,16.95866194694273,0.4824409193968709,0.4891893070984506,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1975485954213046,22.797908559393605,18.261383505910032,0.4479762796135706,0.4554521755020363,2.0,0.1391395652617312,18.20676043437906,14.17521497427699,0.4116673654557102,0.4289986683534834,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1850918564574617,22.633683974170143,17.941235860782083,0.4356170294505921,0.4301155199349158,1.0,0.2006328881569993,19.70255605722936,16.2491089957101,0.455295780850046,0.4687913041191276,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2185667418806848,20.533858616199726,16.111016178131106,0.4788835308617306,0.4469336886433854,0.0,-0.0113152767499957,29.685257447643806,24.1617471999186,0.211208770633168,0.3025118561186488,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1133338051889811,23.990265669159573,19.43493100819792,0.3394471810966206,0.3461636891299203,0.0,0.2617645160543952,18.8648181064558,15.05418260313624,0.5478166097271948,0.5503420229287622,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1481011256870774,22.11831056249496,17.460355776049106,0.3901853153095041,0.3928180629297577,1.0,0.0476250646122758,25.291030088698434,19.81620823038035,0.295795977974446,0.2957404777779276,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1665858237671554,21.53287318605517,17.13710142295349,0.4116279109249917,0.4109296278757954,2.0,0.0643195272631371,29.47877760925538,24.56049663342928,0.2641310803904498,0.2433881107757914,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1427792339321527,23.17174600702607,18.368760018895884,0.3851605290224164,0.3823224344951234,3.0,0.1979828263606209,19.76862269751369,16.580065024239676,0.4635141310726174,0.4303964228944272,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.175775732904255,20.96133204723424,16.43516032497139,0.4207079579154146,0.4134434637073452,4.0,0.003500390312804,31.9511832170499,27.16141156681248,0.1377835385550407,0.3256015418926174,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1435802189768309,25.41457401779067,20.840616482674687,0.3819783410130764,0.4036084786319876,4.0,0.2348249404797937,18.301511498242053,14.615151469482967,0.5129456032725406,0.4571687178103678,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2572549643976819,21.824116319844155,17.415243867988586,0.510623893405378,0.4559832189235199,3.0,0.0935931860528033,21.42027745387873,16.588101269336455,0.3472771113121922,0.3403881522945362,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2729660722789693,20.903614941991467,16.61283106447001,0.525325450951732,0.4560958728063112,2.0,-0.4373828749755948,28.795726035282968,23.77241929570833,-0.0044304914037202,-0.0829977582047351,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2539132469180816,20.619871139872902,16.08614780004401,0.5045241876200874,0.4924907064526154,1.0,-0.0883958670928639,28.628512083847408,22.964144311632428,0.2446317355361582,0.2509424613229613,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2357059263863661,21.23669321605724,16.573580389766718,0.4860080046874019,0.4685745086292287,0.0,0.1366159446630178,23.18372838850537,18.402237038863333,0.3725178895037252,0.3531501573990109,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1203697999119127,23.30186203037637,19.136993700100263,0.4647518247623903,0.4833260879333195,0.0,0.1019286386754738,22.29116643487342,18.03617610325889,0.3685689993464268,0.360930135021378,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.166421192823953,22.213070509001643,18.197076335472147,0.5185682428345236,0.5196847984038521,1.0,-0.0245485278047958,25.569459863081324,19.82342449951172,0.0623675571666834,-0.0356697467362944,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0709990339178241,24.9743015879727,20.833189719627644,0.3526671827663246,0.4068985008776132,2.0,0.1345527482127189,20.106673990467755,16.1212218762319,0.6299155013093232,0.5355303583885371,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0223450417313977,24.33270428255059,20.25470791424359,0.4391143785379116,0.4116643025221944,3.0,0.0065440816960501,23.99087373427376,20.753168310268293,0.4671860064539491,0.52608921221681,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1067384069537318,23.45352106888028,19.080484198745413,0.4218596225840864,0.4246801838949205,4.0,0.0727055302121959,22.52184261815832,18.127471386944805,0.4874597948786238,0.4751920122089652,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1076697068133437,21.339389782148697,17.439439482104227,0.4503180369198474,0.4086649652774038,4.0,-0.0083811833389342,30.684554355211,27.649708411597103,0.1688104917873219,0.2201027848385795,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0619906070163968,23.09406952623912,19.09837197629867,0.3600177544961695,0.300789566643397,3.0,-0.0269323971730419,25.589878274256293,22.283222581285216,0.2501572675264579,0.1397064967463576,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1140483902863219,22.191508035095875,18.11335373166712,0.444052671480559,0.422398701809172,2.0,-0.0129452072144313,30.97977470961069,27.22948089248833,0.062936632453866,0.0915128160793013,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0821765418555184,23.53034494901048,19.216070174618043,0.3806795552026101,0.3692476401338779,1.0,0.0433598557949367,23.496378884055712,18.52381513998542,0.3889663441698797,0.3628775253723937,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1486274784326662,21.833855082508773,17.7090482431342,0.4515703227304453,0.4415315851822594,0.0,-0.0197959151239022,29.61938877342104,24.61039749279357,0.0641677307208228,0.0954566604620226,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1944695541218279,22.983086901237407,18.744202724350657,0.4480447193009915,0.4230814736439068,3.0,0.2559716096721716,18.40696159433488,14.147251947843111,0.5398922324781783,0.4525949707045663,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2788823309351157,20.155681174497403,15.798995466116155,0.5288679330398931,0.5072884001201792,0.0,-0.1525489715204826,29.543387185370023,23.520933218903487,0.201024261236983,0.2084665394526313,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2122098296781109,21.20885523780468,16.32674903642858,0.4612623658899268,0.445277087359638,1.0,0.1362570820368107,23.647009998432125,19.0797257442323,0.3860992923796192,0.4426990806500926,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2125872732986774,22.53235872882644,17.708996735522014,0.4614156248052126,0.45127456194043,2.0,0.2129365090497704,18.518438745994505,14.957035745893206,0.4714756587096915,0.4724962858227352,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2271764204732075,22.26259928760372,17.761022044209202,0.4796556646712434,0.4514842780594666,4.0,0.167740918495133,20.4692982853645,15.959193781444004,0.4183462116486056,0.4477677853509365,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1959459705021652,20.85137362844884,16.66637137420614,0.4548046677721148,0.445248851005495,4.0,0.069838516393996,28.618148117152973,23.40475166919185,0.270946576660252,0.3187777608527827,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1757179999076407,22.58325600831582,18.30840084544564,0.4490810259912631,0.4642219122946165,3.0,0.1365667693145013,19.24410064220461,15.117780369584276,0.3880093894227878,0.2036498132315431,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0997236984714334,23.90418171878857,19.57664723149052,0.3470951739750556,0.3889429400893147,2.0,0.2104015141811199,20.80021761239028,17.280101574682085,0.6242803612648903,0.5404368984992034,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.240732122788488,21.336808936067904,16.92394561548731,0.5047668006769128,0.4974944464019307,1.0,-0.2014740900142129,26.67876927405825,20.71621653362385,0.0469094230767483,-0.0851676887675931,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1086197966601801,22.4702504049775,17.965114683012725,0.4054436948167672,0.4378724008291763,0.0,0.0428669076020785,25.87543100815525,20.22494446360004,0.3382864508060992,0.3035737551166191,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.17258772378843,22.732821222970905,17.838729347081337,0.418656220170911,0.4252329287695283,0.0,0.0132375163671927,21.042698048442457,16.084303803877397,0.2699053877324365,0.2865527817313936,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1884157704268563,22.18340702369914,17.280900517950606,0.4429138773919619,0.4316169979502061,3.0,0.0059907532649781,23.87403690654796,18.90734105947066,0.2014373009467103,0.1712580815908295,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.138175035370006,22.657009801687327,17.945483402580155,0.3743230936644383,0.3424199414674821,4.0,0.136924824836672,22.65588727778184,17.70277290031558,0.3805949407020492,0.4887353525493445,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1230448619111538,23.536375539012912,18.72065605301041,0.35497743901251,0.3639810983373208,2.0,0.2371524831134339,19.66164701734961,15.609151327679266,0.5250838884628717,0.4123235621021475,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1848142035344209,21.01310074930512,16.91923945234545,0.4526656295121892,0.4656622981250726,1.0,-0.4094947515585783,31.35990531276968,28.22699010656514,-0.0924828225790729,0.0231026022099113,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2463334981040896,22.23414314808757,17.778150406135584,0.4982934619890345,0.4532570946442725,1.0,0.097102281685371,20.947573192248846,15.886771463793378,0.3547496922844101,0.3201537856735463,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.220358764772004,21.08794466059536,16.445374845833935,0.4714251677603638,0.4657301038815766,4.0,-0.11666133499477,30.57136937609807,25.51315082973904,0.1484217291280118,0.2312319925628633,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1645503813325043,22.689583656421497,17.736274215409153,0.4152472838046722,0.4113943367014459,0.0,0.181077036704879,21.253428280877504,15.87632306098938,0.4819402558692131,0.4858667571352317,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1530463509394486,21.07010575969312,16.854728060478532,0.4140108248413416,0.4105836687153285,2.0,0.1599563737384789,25.079271051183188,20.86590148529792,0.4713528146173428,0.4603485515043272,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2330504367620777,22.233196557688743,17.62320844160772,0.4845037282037663,0.4500927789088765,3.0,0.0798739187306429,20.6827614348974,15.78376254702239,0.3545829717255948,0.3563885745906113,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0346116315679188,25.191083892111703,21.068414153758727,0.3970420506012316,0.4374303790613638,0.0,0.0516970913293338,22.254126797036992,18.47432661036856,0.5027593537807543,0.4598479770842517,0.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0698029504413979,24.93400275873325,20.749900885738544,0.4314125824408452,0.4255520993712328,4.0,0.0680665623908324,19.348787022544343,15.690516894376731,0.4442732139307814,0.4221242556455399,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0943879319996423,21.996489809854744,18.16570202197768,0.4778290366919541,0.473737326145302,3.0,0.056065477346943,28.6432446043975,24.460297656732763,0.3406035366844279,0.3909806858500544,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0614426435674139,24.37943110778992,20.17200562280641,0.4303189898770156,0.453922212170227,2.0,0.0625781217558217,21.787536063611988,18.06372806454493,0.5308922110818786,0.4762642570324065,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0501725721381652,25.14487855641257,20.82678219575381,0.397299953024927,0.4210416482060315,1.0,0.0614220555673646,20.519145038344337,16.786530021283266,0.5928811215357694,0.5411299069570392,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0923085950313273,22.959328977179275,18.85758362101004,0.4097330540409181,0.3952555504660058,1.0,0.0530844455633201,24.71050013194533,19.88716351826985,0.3587183226299901,0.4481701928530107,1.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0645596817516684,24.044537805840736,19.74406822500656,0.3758079367451069,0.3744271522398557,4.0,0.0852089174839502,22.335624903540044,18.68219064962009,0.4655120192913565,0.4239559099337959,4.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0641921203350437,23.713811578798985,19.56970630672133,0.3838833791533657,0.3307348652843185,3.0,0.0291146321638989,23.96464443348457,19.4288946400518,0.2489639147084354,0.2137585587648599,3.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.064222093923307,22.236364271686394,18.534797433633297,0.4117338932889781,0.350594389081022,2.0,-0.0954053883347312,28.48889599349123,25.06804011794756,-0.0213296893988033,-0.1041307386205337,2.0
nucleobase,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0680356054821071,22.77267526303138,18.854726525652847,0.3852964673636904,0.3407461938916356,0.0,-0.0912116334263974,26.979317011935763,24.02187449027752,0.2203171380491615,0.085622636963726,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2218633289767003,21.361035145375173,16.681053237327202,0.4710924152897232,0.4633046326492638,4.0,0.1940338822653411,22.934506324306977,18.251699545844485,0.4432647603230759,0.4344461448643122,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2074280688998521,21.93019489393512,17.071368118856235,0.4595553944607428,0.4579468340113546,3.0,0.1650154029354579,21.658053579118256,16.662269173669554,0.4144169194688184,0.3407146086083825,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2038587033850161,22.1529752570198,16.898261651519903,0.4686640117664518,0.4533516644524755,2.0,0.2022965707214858,20.56060419304,16.365502290251506,0.4624575510286045,0.4149427315121127,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2185771241378145,21.868941294532483,17.1242246735917,0.4689059087542193,0.4391580500058519,1.0,0.1969942469055732,21.012523812774667,16.3845997564437,0.4487676039957166,0.3945966980227104,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2181184610590931,21.396595911960013,17.256957949462343,0.4733195217718177,0.4433697933618278,0.0,0.1956049881346275,22.95239714610924,17.959316654099943,0.4432336514325032,0.4744534914564728,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1808669005201236,21.87568497175248,17.746653508378127,0.4580722653929911,0.4613868455342552,0.0,0.1418473685995654,23.812009871434203,19.27875591804968,0.3930808378610236,0.4013106903853347,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2101716045904603,22.194105511966995,17.617254949811404,0.4629475977682994,0.4608932915504596,4.0,0.147750416108891,20.59017035623048,16.10550060335444,0.3917259020254949,0.4125361715019863,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1537787431620896,22.79060680945494,18.56777535388621,0.4181855877833036,0.421824146786197,3.0,0.2120684680605545,20.591643537705547,17.056433352054153,0.5468128341906301,0.5272044758963811,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2102239800374541,21.84234194472448,17.265171544926226,0.4644869257942692,0.4544848779133769,2.0,0.1341099134333143,22.44039700049723,17.281927558941078,0.3695170859726883,0.3759760181174293,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.196536456207187,21.549814539108404,17.264349880376137,0.4579107305409376,0.4536809142735677,1.0,0.1126330385849619,24.671741629607965,19.711068385846048,0.3369606148980474,0.4323859374973999,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1632209611424374,22.41935076349531,17.83812764149395,0.412666614508464,0.4279604306868536,0.0,0.1132895576789625,22.97723614923885,17.780942526127095,0.3371463840527843,0.3030786664887137,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1553872730395741,22.57242900188251,17.961316916725853,0.397741432112026,0.3894578656190618,2.0,0.1664825331928525,22.06284951363104,17.233836019948043,0.4136237001761677,0.4479480100487908,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1413038514980081,22.457041352616105,17.658372980543405,0.3797936738653561,0.3888117484166457,1.0,0.1669393245368287,23.171393152064045,17.91685122495198,0.4341060429009659,0.4554235086216712,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1580438919365897,22.742348754186605,17.80004905847807,0.4119143859869587,0.4151342634349156,3.0,0.0903278671630654,22.080528375832007,16.821297641985982,0.3182273861362585,0.2836226218083214,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1656856653459427,22.48192661527497,17.66826943620834,0.4225599756667616,0.4153735619656544,4.0,0.0875247297938013,22.896013085727365,18.42309888892411,0.3025252008428894,0.3409467603245583,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2070487739395534,21.697764323441007,16.892674507133396,0.4593790389716343,0.4298721583951093,0.0,0.170828155374885,22.72923067543433,17.78600524101468,0.4160607113589945,0.3945668318330002,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1968427789113664,21.84358918834108,17.138549194020673,0.4446144436292811,0.4371860182765683,1.0,0.2567638007297798,21.43476275067927,16.546788181178478,0.5136203782104916,0.5054195586285041,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2116655867319241,21.74631598125253,17.061668885141692,0.4620535964507867,0.4402184733371546,2.0,0.221547945980352,21.50744156418828,16.924685798481683,0.4791462331331351,0.4464089946366019,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2103129628339407,21.728995653334195,17.061116575367194,0.4615500369929671,0.4712927125972049,3.0,0.1315394499660576,22.79511377430456,17.259454816586405,0.3920861214472522,0.3832354712513108,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1973063794003258,22.17116710271107,17.78044847485776,0.4469326728528637,0.4350559174896974,4.0,0.2620547110665578,20.116742703466382,15.602525748258138,0.520685170887574,0.4957364092476638,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0303839173761761,24.17220531146838,20.23284477927468,0.4391742399895845,0.4345715718255723,1.0,0.0149391648102706,23.894767572178623,20.07557323308281,0.49321984153894,0.470975796236708,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1111550025162394,23.42221662384843,19.35090277700713,0.4394298961352185,0.4474136055636984,4.0,0.099166519400861,21.56289125867972,17.968125340582915,0.4672942109265433,0.4341707707775984,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1114086877978229,23.213259830494163,19.097437889582523,0.4504675416715445,0.4579253151030287,3.0,0.0954547873782111,22.752563633935363,18.708724438577725,0.3843701977539253,0.3641755343461427,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0357596745938912,24.418722636104924,20.3410854688492,0.448963283416961,0.4279102303940162,2.0,0.0227864668165976,22.59242475547657,19.393458920473552,0.4220830409251794,0.3888515337346916,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1044572402864509,23.24249842902718,18.890444717407224,0.4355264270131356,0.4473822229715823,0.0,0.1179365970214519,22.63684251815527,18.751631060858458,0.4610783053363488,0.4639769779422247,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1060955091660825,23.267186118190946,19.035612870944103,0.439125554313945,0.4409262264676104,4.0,0.0575453704406281,23.278711770822387,18.76977260863584,0.2709650285735001,0.279497761422925,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0979837675323296,23.010246216717693,18.65212378383668,0.391626074579076,0.3833561788574001,0.0,0.1076225612964355,24.00209773145165,19.39665699995684,0.4441288632517123,0.4877951857359963,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1010919051378147,23.001768357868585,18.911651296063887,0.3958755139715278,0.4102515829489013,1.0,0.113448482708132,23.884445865772346,19.64987869515604,0.448266202510485,0.4273992063032819,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0880713795598207,23.301996142056563,19.099734583873065,0.4077252525883894,0.4269338505884501,2.0,0.0800302135751422,23.672926412932814,19.210142445432545,0.4383093830823629,0.4121250505097054,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0568397424314685,23.615248826800137,19.54906117189686,0.3641813307880373,0.3173098004010239,3.0,0.0815850894091357,24.11270743105147,20.343625876916704,0.5012014985771125,0.3422687546691246,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1866487420555549,21.407607261966472,17.280839564297807,0.4419412180487332,0.433652722836054,4.0,0.2283677209877689,23.5917442153959,18.4280819158396,0.5008431744204366,0.4632799976584996,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2136608644658785,21.859828779971764,17.328372789992446,0.4636504721935377,0.4377008104291718,3.0,0.1992574700224068,21.30080962093099,16.58192404520446,0.447775268044013,0.4684009317795643,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.220070548360833,21.450538421891643,16.567787367056226,0.4707749908391686,0.4609461385335444,2.0,0.1465462366917957,23.299110026701648,18.332962749544425,0.3999105431082989,0.4190411721117154,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2274250593552952,21.78735971260592,17.165764330682183,0.4785644667328016,0.4687734456180294,1.0,0.1444645385704965,21.499549620615685,17.056380341988245,0.3877871929781351,0.2932397020452048,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2321947170511891,21.51049813813016,16.857248178428197,0.4834151524696791,0.4650335776458673,0.0,0.1424623061703204,22.40497062840081,17.538418002049564,0.3781282411252989,0.4587965624996253,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1823506676504964,21.97341575607696,17.338165561791623,0.453224140660677,0.4553296141800369,1.0,0.1466357350850352,23.254298623772144,18.87454032897949,0.4155318420321972,0.4081862764250513,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1544723740857567,22.42942430299692,17.933146022765108,0.4121975607361898,0.4179481119349047,4.0,0.2180985591886219,21.981898874201764,18.027071408435127,0.5194617606360376,0.5504414368706323,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1848627842344152,21.8770137767348,17.40127518498865,0.4507712996315717,0.4569339093307427,3.0,0.1352763960942711,23.65882339277044,18.965443743289505,0.4224463847459536,0.4740836211130003,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1622672042717908,21.80504427444522,17.350378757508334,0.4112920739184662,0.4244113046739444,2.0,0.18483366552748,24.321723939282755,19.46466921600848,0.4760485146063202,0.5187300449669656,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1741335708219371,21.96491091050437,17.44505020614498,0.4551591283269072,0.4503606400271933,0.0,0.0907094659814574,24.45280305907733,18.86660688368655,0.3565465311546958,0.3996068821941856,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1434573909010754,22.728322391792844,17.99610698164002,0.3853101822154078,0.3665248466889409,2.0,0.1716732285791171,22.00973693843212,17.367605420528854,0.4330235756678708,0.4193223827571719,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1344567389647314,22.60986136206389,18.058897761615512,0.3745317173565384,0.3883901161070031,3.0,0.1592760693812656,23.102625368765008,18.68918151181047,0.4309676126642034,0.4365274214312076,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1430813099303615,22.82427094081251,18.078134929352228,0.3815464435691012,0.3818310806188758,4.0,0.1765125941722818,21.57246845313897,17.276998104706653,0.429168144244262,0.4756306679475072,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1554359006198032,22.73626454337314,18.293243743644275,0.4009160612367329,0.3897143255790656,1.0,0.1284014912976636,21.65635998436713,17.032523600541424,0.3795426596751408,0.3307362726700085,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.15189387417869,22.59514065759184,17.85316231908877,0.3985143513352874,0.3788255191917428,0.0,0.119778761949932,22.54052165490565,17.610507031013952,0.3857628069895503,0.4065166366840291,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2058651602992153,21.5058109610294,17.026976956644663,0.4556821389176682,0.4477678748833815,3.0,0.1860185845908325,23.30200023655624,18.045525658538985,0.438428931222954,0.4558311473648244,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2008578526217234,21.93546383136751,17.355961447313796,0.4499990116924023,0.4368445278568139,2.0,0.1985081187062866,21.73446916197899,17.32170619795994,0.4461393461835022,0.3966308248688686,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.214652912050815,21.72228693872721,17.153583753443947,0.4653564538711171,0.4350301738853246,4.0,0.1975299253385163,21.784909684490568,17.378830094311116,0.4493040909673287,0.4136550266032276,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2165278244988188,21.728499335875927,17.19978420308142,0.472621910311141,0.4567471289676909,0.0,0.1188946085979273,22.72090975366086,18.254046875337213,0.3466621896008464,0.4069560554800975,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2371180934621791,21.64010332043188,16.936356734073524,0.4907698022015305,0.458321792669782,1.0,0.103206903250626,22.018344021285376,17.308957664110384,0.3296098758420829,0.3576591066038506,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.096075085709916,23.10403151348588,19.18086914209623,0.4453026634092948,0.4555660306732026,0.0,0.0883598580528466,24.07768699057656,19.641320853048924,0.394183315236356,0.4130623713759302,0.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0740054360853276,23.725141279337617,19.74192300339376,0.4378691481716016,0.4648760418582789,1.0,0.0678097346163638,22.97343934128355,18.815729762967777,0.4239728829683701,0.3996089067277571,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0758529543032295,23.578212065517352,19.397707468248267,0.442026885628026,0.4388709105015742,2.0,0.0797084595934158,23.3226701965234,19.0706586055861,0.4635880148257816,0.4700540415181754,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0760314697058537,22.956619179687543,18.993080179303803,0.4551382274749026,0.4600072993073433,3.0,0.0379245402977376,26.147885531081904,20.79693191022504,0.3615754976823447,0.4331239386877695,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0734169533187916,23.621294956326583,19.40523371420616,0.4405428806287935,0.4257735431761592,4.0,0.0829837600027026,23.24826683697936,19.57628953881027,0.4485523931547099,0.4839715756666293,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0566609494000156,22.87432110949704,18.728223401534656,0.3257616834642673,0.2713672816546775,1.0,0.0173041783867029,27.29464352262427,22.373624788568826,0.3311480372955819,0.2896454992134432,1.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0703574832053265,23.528502123416693,19.478905274782623,0.3954845102885138,0.3992576961732699,2.0,0.0743205388868498,23.842961478807062,19.56453596252104,0.4168155667758025,0.4305875187488882,2.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0544092652301382,24.15009495920604,20.02698202611329,0.400705508909,0.3541780122125904,3.0,0.027914046909124,22.58775167813783,19.04576558318585,0.3049549893164237,0.2589394737139497,3.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0429958860942852,23.449987710571296,19.51420196869485,0.3122823948341272,0.2829970904678158,4.0,0.0389017533743299,25.83627735266748,21.263400616724844,0.323124423534994,0.2700915744622808,4.0
random,siRNAmod,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0501016065630045,23.909709659006005,19.77264115914169,0.3414015897790496,0.2687032091106701,0.0,0.0353305396347999,23.873160533014644,19.89498685889481,0.2515134550899092,0.2010544179741911,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0005253707499202,0.1553956834862037,0.1233302405841518,0.2360693193739175,0.2542778824457131,0.0,-0.0091715237163958,0.1433933540014064,0.1156876998561125,0.1455648099637778,0.1302877922182627,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0008679824480195,0.1549064312990228,0.1221845946250358,0.0522480650815245,0.063075716341557,1.0,-0.0387459457607306,0.1439635473276397,0.1179167905699716,-0.0834266949118062,-0.0861911257720984,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0001455986150702,0.1457194483106269,0.1167274132310692,-0.0769752361453134,-0.08195432180154,2.0,-0.2067145071622957,0.1753304091785172,0.1362517941683853,0.0654856131121296,0.059282049085884,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0239260225587674,0.1484248638867402,0.120816081246486,0.1069303762601944,0.0855456978060415,3.0,-0.4044886756395283,0.1851874178553438,0.1517958421388452,0.2353512670839803,0.2405217338353578,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-2.933640153868211e-05,0.1519946188350589,0.1212565686890721,,,4.0,-0.0323977428910151,0.1527969477316889,0.1212356271943573,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.000963041207463,0.1525843077663738,0.1222930222310414,,,0.0,-0.0014051429356887,0.1506000233088007,0.1196655488657803,,,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0003980433271009,0.1537975211275496,0.1222669408813314,,,1.0,-0.0096064375017483,0.1468149848423028,0.1195161889469113,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0006592918345313,0.1511105835436641,0.1211306596314527,,,4.0,-0.0476883224777222,0.1554333072496114,0.1241317466213916,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-9.81779334581212e-05,0.1538506553832928,0.1230445132466188,,,3.0,-8.010359646193344e-05,0.1468559470266205,0.116891187822183,,,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002122639648309,0.1562232301794248,0.124624989738253,,,2.0,-0.0048888115399556,0.1395631672451682,0.1124017819439722,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0022761327461446,0.1477785359491268,0.1190110483043902,,,0.0,-0.0854414843207191,0.1639675417668732,0.1303849911701085,,,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0008727436027968,0.1566493895958999,0.1244041970385358,,,1.0,-0.0077748416975977,0.1391661777272591,0.1137668342619797,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-2.2996933932484254e-05,0.152933786579103,0.1223905633117682,,,2.0,-0.0198199543010224,0.1500781947777553,0.1180159418680445,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-5.016084665410148e-07,0.1479735355761716,0.1194417470995869,,,3.0,-0.0428705206613886,0.1651130368638632,0.130578011267816,,,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0044086748199811,0.151490029634362,0.1209612447755483,,,4.0,-0.007171685059722,0.1537752200431701,0.1222758246475199,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0508891866603592,0.1516997307273143,0.1196073588078143,0.2567746778242339,0.2660710402406462,0.0,0.0789277978791181,0.1362962325911445,0.1105620334380582,0.2973484964999229,0.2790965626624407,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.095586213598105,0.1466647381123579,0.1161704884502149,0.3155541877119595,0.3162563763072731,1.0,-0.086707623591707,0.1490024444404245,0.1215026078812436,0.0146546341512356,0.0342200276670755,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.087693780957306,0.1451404556424494,0.1170459590609619,0.30684267427635,0.2979743031451044,2.0,-0.0660386434664241,0.1565004743102899,0.1258081359014924,0.130268650068599,0.1672473472178461,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0555517688750077,0.1493082456146058,0.1180676039209028,0.2495946356792879,0.2749868763454681,3.0,-0.0204835264645608,0.1434507070177484,0.1147408690818394,0.1462975471199227,0.1562380804952184,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0242166864048235,0.1479051349651347,0.1192625262155916,0.1776366434046139,0.1724029730676823,4.0,-0.0581983892022595,0.1559137305548978,0.1264706289143446,0.3722184278546709,0.3622485994156872,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0005298889642177,0.1459232983585896,0.1171601057425074,0.0478538498949704,0.0543009932054278,0.0,-0.0156208919657918,0.1709354920868797,0.1341386006590545,-0.0100770917259762,-0.0107823066671348,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0064559626672935,0.1519634861984828,0.1211794726007537,,,3.0,-0.0149964496303018,0.1548361494839068,0.1212410622306278,,,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.8993490111650644e-05,0.1519220265643303,0.1210358224809496,0.2379360990723681,0.2476157510258577,2.0,-0.1103536871198742,0.1549121765541262,0.121636850379954,-0.0758488382566492,-0.0619095336206665,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0022195289606232,0.1537462229896224,0.121437342167918,,,1.0,-0.1536023311503727,0.1526123220496049,0.1212695565748857,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0005055447170299,0.1525303117878914,0.1216122808234192,0.1864165525779637,0.1781681469508681,4.0,-5.8749686469905527e-05,0.1504958132150642,0.1205130884458371,0.1284238715180397,0.1175529019782794,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0007321092938985,0.1513930250702049,0.1211932113505193,-0.0296844335439192,-0.0310549624009141,0.0,-0.0272869182758359,0.1548405517425638,0.1211467154553685,-7.480058208664182e-05,0.0070767139219801,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0017378333778217,0.1514146671757798,0.120620682941453,-0.0245910790813385,-0.018404522989605,4.0,-0.000422872011274,0.1546938801777133,0.1233915647960977,0.0110996592103701,0.0175233336546884,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0001624370873472,0.1536978837106841,0.1216632764837949,-0.0481163390502606,-0.1287033726639298,1.0,-0.0843615540872839,0.1498306670553761,0.1199469977011023,0.0166133115868735,0.0652367835267229,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0005975465135006,0.1515572249698416,0.1204958507991559,,,2.0,-0.1455161251206305,0.1573164466202842,0.1233369652966888,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-3.631694445616063e-05,0.1453754863016189,0.1173616122233129,-0.0109793781677442,-0.0096271383565454,3.0,-0.0152963986261687,0.1745952117758957,0.1354314420307557,-0.0261400062229605,-0.0240578978622372,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-4.865405689669089e-06,0.1529577313741363,0.1224187016260724,0.093857719155126,0.1131370052105452,3.0,-0.0064493581837927,0.1489688918882281,0.1189070441091942,0.2072185793085529,0.2494944747993638,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0099144096320733,0.1533429754305862,0.1238036715666326,,,4.0,-0.2413892353754796,0.1592307037771428,0.1295305660622982,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0699867582857284,0.1451510509330504,0.1175911501942089,0.375116058540763,0.3711223532574857,0.0,-0.085249885903655,0.161062450835984,0.1301785371002737,-0.1817136086444555,-0.1200013799937718,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0026813447687603,0.1533923532445692,0.1230857664436807,,,1.0,-0.1089364165128234,0.1523324252913307,0.1239795188306556,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0037777295672705,0.1506770378625818,0.1203975949197745,,,2.0,-0.0006047663490726,0.1572262487125133,0.1271978172830479,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0010993124523017,0.1484289690577376,0.119496291816396,,,4.0,-0.0109512108289098,0.1633002198485057,0.1280411427181129,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0004219149024609,0.15217167419486,0.1213199876889647,,,3.0,-0.1002543891652067,0.1530868427612615,0.1208041517707302,,,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-3.122775484576401e-05,0.1547272410771693,0.1226718126729138,,,2.0,-0.0523481217712495,0.1453504161353935,0.1171646637898289,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0010171595174433,0.1519001194646269,0.1201327916054231,,,1.0,-0.0690796302260325,0.1549629466678164,0.1245788612282214,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-9.442388216096552e-05,0.1467431831536133,0.1180136750596591,,,0.0,-0.0788286109023779,0.1681153477358589,0.1305310991729821,,,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0006641546892134,0.1556231067270096,0.1238620879620213,,,4.0,-0.0062388666819441,0.1399128459906685,0.1137047571413078,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0014564503726135,0.1556741501877945,0.123805937743775,,,3.0,-0.001626086385859,0.141297869821476,0.1136443077367084,,,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-9.081460366200388e-05,0.1516803788241046,0.1213349662602831,,,2.0,-0.0213775239167017,0.1539307778246565,0.1240276744041321,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0019227577082658,0.1464415207368645,0.1176248364780312,,,1.0,-0.0627194775671848,0.1681854156113487,0.1346564449568587,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.001068422323438,0.1518873779936409,0.1205844638828617,,,0.0,-0.0166280757740027,0.1527200541885324,0.1247956791509006,,,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1101111255029333,0.145393530064402,0.1148531805658893,0.3359658695239723,0.3395638133877145,1.0,-0.1301040436814311,0.1538485383036155,0.1284895339833706,0.0233200901613558,0.0132351890913196,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0352392176234542,0.1478882964099617,0.1197034878211373,0.2297071539448673,0.2209236560168203,2.0,0.0213399095079191,0.1521189622323944,0.1218841844152569,0.3160412945476244,0.3035344693935307,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0578897437844534,0.1424777772904254,0.1147004585060954,0.2464374326718851,0.2418810241949353,3.0,0.0411834762012042,0.1656732812507869,0.1283673691643749,0.3786631617994081,0.3766715322199595,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0892421330606655,0.1476887728875111,0.1172187141616374,0.3015053171316275,0.3197237963414559,4.0,-0.0456628297731727,0.1448649714424182,0.1184258034397749,0.0519154032976173,0.0742019697440607,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.01815905169668,0.1486885113780997,0.11784985770255,0.1989382594853757,0.2080430488408222,0.0,0.1066092767377746,0.1481022128561607,0.117117513151686,0.3823061257003347,0.3737236505428437,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0006408818527838,0.1480662464219904,0.1188202402015298,,,4.0,-0.065272208858492,0.1642596769021954,0.1331274438180831,,,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.001473352504355,0.151531108690897,0.1200133187814097,0.205566488131893,0.2191144184099205,3.0,-0.0748879832074753,0.1565926416020546,0.1250928290221674,-0.1284264667594661,-0.1041670465401467,3.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0014129352498828,0.1459624397430436,0.1170910229087191,,,2.0,-0.0510238464567047,0.1724911731431914,0.1344381048510197,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-1.845962120339273e-05,0.1508618449424605,0.1199500875001678,,,0.0,-0.0781769973622137,0.1565193224973353,0.1241597083211076,,,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.001003199729207,0.1498036409618382,0.1198902703574817,,,1.0,-0.1258437972716193,0.160459080924171,0.1298596427760188,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0024940799180006,0.1503022091918109,0.1193676549105862,0.0060259476548833,0.004268185420286,4.0,-0.0093719564829031,0.159528602177698,0.1277523654849746,0.0308344236088679,0.0263303260454414,4.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0010304591591989,0.1529501701568781,0.1222536729344021,,,0.0,-0.0001251143709977,0.1492776759926717,0.1182641159714969,,,0.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0043824039642319,0.1525666852788159,0.1214931691484501,,,1.0,-0.0061667854826079,0.1520398795087478,0.120207709030764,,,1.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0012109962744051,0.1514124382164215,0.1214117055007445,,,2.0,-0.0390342176045908,0.155693147095846,0.1204987924125906,,,2.0
nucleobase,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0012320557184926,0.1563762473643832,0.1243396649254095,0.0171531808160622,0.0154238359352889,3.0,-0.0082441096259466,0.1401587461002364,0.1125316587027563,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0030801377724938,0.1522922254292161,0.1221543700374796,,,3.0,-0.0032837835245913,0.1523881348182689,0.1222089404545838,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0109295460427327,0.1529055236306241,0.1230327017363462,0.1717354355312016,0.1837276516668431,0.0,-0.0107457299656998,0.1528795895540783,0.1229875981014478,0.1674707369228919,0.179901912029979,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0008383999629362,0.152195619278174,0.1218129482221735,,,1.0,-0.0009826971728852,0.1519182705708906,0.1217868089924364,,,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0028874922926329,0.1522129844905344,0.1211475908742302,,,4.0,-0.0032347311688534,0.1526420572979063,0.1214094729617638,,,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0001124774264613,0.1519418410393345,0.1214793787909882,,,2.0,-0.0001221843451526,0.1526464892975982,0.1220849676296506,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.000269443548009,0.152154074733385,0.1217215443228871,,,1.0,-4.8814499809868295e-05,0.1518353836966079,0.1213120391607169,,,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002293918765434,0.1519740631217526,0.1213372391304473,,,4.0,-0.0001653414864171,0.152556527400553,0.1215745371464214,,,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002655208660371,0.1519385526519662,0.1215358226990553,,,2.0,-0.0002024094182579,0.152711748705846,0.1221257153840572,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0007104667977348,0.1521457726136114,0.1213606249800833,,,3.0,-0.0010102347840015,0.1520798005151291,0.12107680020397,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0022468381519633,0.1521023310179085,0.1210877341667598,,,0.0,-0.0020707516396674,0.152801153039071,0.1217510932853162,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.000234518596015,0.1521372713302164,0.1213969290244152,,,1.0,-0.0002256399568481,0.1519109226009121,0.1213159509344655,,,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0039439324969869,0.1525322753603718,0.1213495607994948,,,0.0,-0.0031186464940107,0.1516732614355419,0.1205350700653288,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0004774868491916,0.151864388790879,0.1215549779436378,,,2.0,-0.0003392897577241,0.1530804446531534,0.1223368363239196,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003538879832514,0.1520228203944645,0.1213378902334226,,,3.0,-0.0001539546891489,0.1523968206729892,0.1214747718731524,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.00160641974362,0.1523580735421588,0.1213998974972033,,,4.0,-0.0012937802864865,0.1515233516024295,0.1206439710377522,,,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0271344260537123,0.1497263298609004,0.1178550700787612,0.2620960910138231,0.2665526277344939,1.0,0.0292715445930801,0.1509074735054402,0.1185442820775665,0.2698293551220993,0.2770496870680847,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0498433760840881,0.1482016760363294,0.1195186414143547,0.2627720732676429,0.2683415744314347,2.0,0.0519752431539168,0.1482051530753751,0.1194645334288089,0.2652871193862628,0.2714689028916438,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0521754058413171,0.1482159290555884,0.1194631026819807,0.2625736268170658,0.267760261030621,3.0,0.0497738997613541,0.1475895908559499,0.1189102628275469,0.2611280526291544,0.2673230868721468,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0532734953955836,0.1480876657462984,0.1193081785593939,0.2625110502249828,0.2674782761947643,4.0,0.0511241668087464,0.1476505703624034,0.1190114064035816,0.2623432223528691,0.2704340383772318,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0647719643916312,0.1470279358283758,0.1173289450264542,0.2619685546396257,0.2673471041713525,0.0,0.0676687642665559,0.1469935632538929,0.1171300243239071,0.2691243369299388,0.2741661472312566,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-8.66162098511758e-06,0.1520053749501016,0.1214869318909226,,,0.0,-7.808740143389059e-08,0.1523520597281076,0.1214513015122327,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0004133380154078,0.1521765947699302,0.1217949425585742,-0.0007949401012572,-0.0015438446470172,1.0,-0.0005780335613496,0.1518337668907101,0.1213719945187828,0.0028552068906047,0.0034684648335335,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0033111327669654,0.1522427641789525,0.121120046872272,,,2.0,-0.0033013363460692,0.1526572193470828,0.1214859843229685,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0008635735112318,0.1522364669127389,0.1213636580100437,0.0828885757168886,0.0734500766674488,4.0,-0.0008206004981856,0.1517501322031014,0.1210230058403165,0.0817515393236667,0.0731263440103657,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0015292732118459,0.1521076187934992,0.1211678007415917,,,3.0,-0.0020959786668026,0.1525622674982164,0.1215485302173925,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0002765273481863,0.1521922852486579,0.1217482695857513,-0.0126751452941385,-0.114608661297226,0.0,-0.0006163249203627,0.1517287708508364,0.1214037412466299,-0.0173921660120187,-0.1230625593228699,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0008957276951018,0.1520906565550885,0.1212644338421217,,,3.0,-0.0006187674092656,0.1523267278629823,0.1214284178705151,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0019363762018682,0.1522810470075777,0.1212719220669269,0.0448015196498184,0.1122921883361127,4.0,-0.0018092926277704,0.1519732860076117,0.1210704071704528,0.0440002499124021,0.1103858091604481,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0001528493051585,0.1520506217729833,0.121395685834623,-0.0976304006495307,-0.0938694684806067,2.0,-0.0001423130573077,0.1522263953622861,0.1214269421331881,-0.0951057041651143,-0.091244507814116,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0003925926157712,0.1520375128698422,0.1213380157522952,0.0052412817792457,0.0069958524792636,1.0,-0.0004118735314788,0.1523720205413541,0.121396613042847,0.0091924011201147,0.0115711453796313,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0091609205615825,0.1527525697970959,0.1228169219714559,,,0.0,-0.0100854922007425,0.1529048899577508,0.1230780076270553,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0036342363152908,0.1524864372125983,0.1223232912150192,-0.0684311706890128,-0.0784159552950751,1.0,-0.0031948667407011,0.1517709103326015,0.1218114013262453,-0.0799905200129339,-0.0908582900621603,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0205266120446769,0.1535455789000179,0.1238524668486324,,,2.0,-0.0197581457437037,0.1538948977644268,0.1240484845434104,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-9.048736322969651e-05,0.1520232342167217,0.1213721365742184,,,3.0,-0.000126970833004,0.1523154986335068,0.1216110277673622,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0092277675213912,0.1527637163351957,0.1212134377099285,0.1017325278424757,0.0968652296358888,4.0,-0.0090757866223725,0.1528054628674376,0.121176229136968,0.1015447624953786,0.0961163874130807,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-5.344260221051833e-05,0.1518085102567138,0.1211898818817174,,,3.0,-3.2961119747154655e-05,0.1531514859213313,0.122451556401714,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0001329100929221,0.151982938256066,0.1215210551791552,,,4.0,-0.0003117302588682,0.1525010824218675,0.1220223598865661,,,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002914731437797,0.1519326104373362,0.1212597844368627,,,1.0,-0.0002674118754772,0.1527484148392573,0.1218073397540268,,,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0004242790382589,0.151983420668229,0.1215948018549445,,,2.0,-0.000502452030697,0.1526040219562504,0.1221664686801494,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0046207167947465,0.1525063945247769,0.1211890005340996,,,0.0,-0.003496238173724,0.1520102559108533,0.1211490528917952,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0001809348697112,0.1521134237158659,0.121383559274865,,,3.0,-0.000199207804671,0.1519880782680064,0.1214281688354727,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003268771002638,0.1520765563954934,0.1214264079295828,,,4.0,-0.0003589184110328,0.1521920628724699,0.1210967014566832,,,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0013090175308589,0.1521243025891132,0.121193459373544,,,2.0,-0.0010255399103296,0.1523492105504282,0.1215544306575271,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0021118265744572,0.1522130260823672,0.1211666077725742,,,0.0,-0.0026679903526813,0.1523622571313641,0.1214344091519918,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002015615301298,0.1521665801837436,0.1215077843334319,,,1.0,-0.0001857230040016,0.1517803585750905,0.1209135447174359,,,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0640718280417076,0.1469528020789166,0.1168477906979576,0.2614916630161812,0.2668542258760661,2.0,0.0662431906826843,0.1476244354938369,0.1174434793592774,0.2668632257878615,0.2708385016248059,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0652103058572306,0.1470624983431151,0.1171855439541361,0.2619843155152383,0.2669100249031851,3.0,0.0653813843431653,0.1468977854392512,0.1169488070012877,0.2632272721036882,0.2676209825906769,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0650138539227709,0.1469902425011592,0.1176984753526775,0.2633106679630638,0.2684940677557071,4.0,0.0656253726965049,0.1472277764958357,0.1179132405305149,0.2641984029464328,0.2712608146686138,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.063978891591648,0.1469977230733638,0.1179443603379129,0.2631069035690173,0.2685357484134946,1.0,0.0630444720283271,0.1477247235911833,0.118331658578622,0.2593489845269727,0.2661660160760981,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0648688883779808,0.1470093822723631,0.1169883053106036,0.2636382312344738,0.2687099898091233,0.0,0.0632049487513005,0.1473889261504171,0.1171965511385429,0.2593655003193295,0.2657143354019819,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-4.153296222275671e-05,0.1521081623617125,0.1216162472650821,0.2576767936870317,0.2589248919850641,4.0,-0.0001299686966595,0.1519601091689741,0.1214004855791203,0.2629212312882839,0.2616024333876052,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0008198385200068,0.152204094752394,0.1213126367182661,,,3.0,-0.0009005928943168,0.1518726370071321,0.1212358392972054,,,3.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-7.595698750639812e-06,0.1521518387088825,0.1215161667801539,,,2.0,-5.073288115831076e-06,0.1517666019295721,0.1213239706852566,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0044502126626786,0.152532748849952,0.1212942210475982,0.1831851529801545,0.1747458701065461,1.0,-0.0047178521042174,0.1519498070366451,0.1207243877590744,0.1879872213592769,0.1806445454127018,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0002835906355274,0.1520201558790427,0.1213609058312712,,,0.0,-0.000509809952145,0.1524136731978704,0.1213673793602404,,,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0003007907930352,0.1518932265726159,0.1211601764549679,0.0076051144733417,0.0064710119240464,0.0,-0.0003754397796913,0.152915814720114,0.1221781857353376,-0.0002996168125032,-0.0022896301171361,0.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0001734735179366,0.1522302916954912,0.1217212535248388,,,4.0,-0.0001514342053661,0.151513380825364,0.121233894088024,,,4.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0011368936343538,0.1522703704229616,0.1213798644518841,,,1.0,-0.0013732545270628,0.151738780802479,0.1208310472553327,,,1.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0027474792771797,0.1524519130568274,0.1213477276212272,,,2.0,-0.0028897424968004,0.1516166563675146,0.1206296096803762,,,2.0
random,sherwood,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.702205876696894e-06,0.1521025765472621,0.1214625571406885,,,3.0,-8.998609229426968e-05,0.1519615843586417,0.1216153756922679,,,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0014093293377704,25.795326868190813,21.10256097177359,0.0673940689820552,0.0506491852795843,0.0,-0.0253819675593713,20.230705058682567,16.469117727279663,0.1527735597754172,0.098318626688552,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0058651952808878,25.474102667701104,20.394445420175227,0.1075758833578354,0.0955748999615553,4.0,-0.0539393537097259,20.61940329678401,17.154568469707783,0.0595049992363648,0.0075330766566796,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0095946430891147,25.24069791437105,20.67036501228129,0.1501770398536495,0.1201149854635918,3.0,-0.0134730351556879,21.59260426662153,16.84004788962744,-0.0323287597247409,-0.017113783533765,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0373672209837313,23.28971890570924,18.7085534848903,0.1998844886974527,0.1550951342561979,2.0,-0.1754883244661635,27.037811158291685,21.04485877027789,-0.1325266024044327,-0.1369609506728393,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.011562385716508,25.17277620992436,20.52097186501243,0.128278324689756,0.1123883884941456,1.0,-0.026793835957561,21.090904292576447,15.931731742576316,-0.0459255305895672,-0.0706756474471937,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0023709621464699,25.27294834597857,20.455077308793506,0.1063534471139872,0.0802676096688826,1.0,-0.106740387011682,21.22056179173872,17.448531288806304,0.1397243327890892,0.0904933434265396,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0003145082984665,25.417021508015694,20.70258064722132,0.0573619345315194,0.0477690924789992,3.0,-0.091633339924493,20.98078585632495,16.696558353512785,0.2335386159102256,0.1652161197061625,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0030612748752902,23.422218634893,18.6935774619679,-0.1005861584027743,-0.0909988198655791,4.0,-0.0205135497259358,26.99326219423336,22.117689097414733,0.0506062506257675,-0.0222094567374405,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0008638707629446,22.979780233123545,18.254334801835974,0.0237980443262944,0.0032630585792565,0.0,-0.0046521221801938,27.652978199497824,22.44469116062794,0.1577339117337566,0.1290200353100767,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0042388080192012,23.775479845033043,18.875714370485337,-0.0938586790557145,-0.0888751120591419,2.0,-0.0100192570754469,25.871157743708267,21.222376224811264,0.3377186558935526,0.2399564704815452,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0006704061426652,23.816969425615174,19.000037205254856,-0.0857640972891418,-0.1207885527082131,4.0,-0.0108441078104024,26.175051380876187,21.83593049482866,-0.0488986488896733,-0.0415654991653346,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0006005529003223,24.312637832494413,19.55322970358741,0.0329508412182144,0.0021917725127465,0.0,-0.0369539571776764,25.126149249320385,19.72139640242965,-0.1246411822404845,-0.1226317518437646,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.001763485608438,24.47857315385101,19.843002475193565,0.0455451817710355,0.0188888336953703,3.0,-0.0979020530222229,24.392723662273976,19.952257055985303,-0.0401491689597613,-0.1001655968348483,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0040955803691471,23.476632894084734,19.09411129318905,0.0964957918950067,0.0985143945912947,2.0,-0.0391705678683813,28.5410855272665,23.10026414774233,-0.0611015802696256,-0.058873442017151,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0074992786631686,22.2820879371492,17.979410004347898,0.0174299964350647,0.0621195655031314,1.0,-0.0048681636817189,29.81617514519787,24.82855411143785,0.0912115298543913,0.1043534977892243,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.003243403311941,25.507988995194825,20.50001297936073,-0.0784493742055185,-0.1038665723092887,0.0,-0.017254448490916,21.40705220587229,16.787761108080545,-0.1457834807353016,-0.1021975040694519,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0025551091624874,25.287957398454548,20.18195599306547,0.0754734354028741,0.0456226983524316,1.0,-0.1404169880784931,21.78336318582351,18.66400826931,0.2299714173130824,0.1444054829488107,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0033774975013087,24.08514746752537,19.17850234878647,0.0086144053498852,0.0179953712484762,2.0,-0.0584754336718085,25.923560377366385,21.47550257873535,-0.3072001731826993,-0.1779896771935963,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0107788400683517,26.120778196582528,21.60736882967223,-0.0966233239026719,-0.0766291279252802,4.0,-0.2021806619481267,21.555755817496976,17.512867997431123,-0.1133087798281497,-0.0681475566979413,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0176488297849485,24.510088913818443,19.79114807300998,0.1513626854496382,0.1404612757491123,3.0,-0.0095653806213866,23.52556828746971,17.987042689005538,0.0208963317641652,0.0116804543770835,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0008300968311902,24.82450791930218,20.028801555776955,0.0306276904274874,-0.0103682079877252,2.0,-0.0433793107909252,23.15234089021768,18.66123564317492,-0.0784924422277696,-0.0883902406931266,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0003021176034883,24.18178757248624,19.30542736606744,0.1636656520939791,0.1118660042053147,1.0,-0.0117392680722498,25.129072407550296,19.86897750692165,-0.0932123000114656,-0.0876353272242369,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0003902550927977,23.17078659921229,18.51209935757597,0.0847534696592639,0.0616901937573705,0.0,-0.0305929653706285,27.67322149095154,23.300078863328505,0.159065596742374,0.1391931007728805,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0076816095750125,23.953807091224483,18.673457569479943,0.0402421472831888,-0.0202826702592187,3.0,-0.1968405841110994,26.946494240158334,20.97540072174072,0.0846901524131971,0.0914916981216479,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0003983453736811,24.123787388500016,18.97912311858551,-0.0896703734801183,-0.0736980061246331,4.0,-0.0279979918830479,25.31344229530082,20.84913216211463,-0.0478952159103805,-0.0440084301648309,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0005700660279592,26.041861752418885,21.00471955896393,0.0138572794960633,0.0044139807512445,4.0,-0.122683813059448,20.461947435285182,17.263591006192293,0.0663827751969117,0.0595390282667652,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0001875076400645,23.14486697876233,18.359849780178813,0.0486314889716197,0.0456646959343408,0.0,-0.0883630253303227,27.928293923572365,21.99870720065369,0.0375797821664215,0.0680688703428383,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0042558166841035,25.007553981730744,20.22480725701176,0.0830820871886358,0.0971454896752475,1.0,0.0002310202320373,22.61510244654432,17.0073761957342,0.0416060786884943,-0.0252556428052886,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-1.170161248409407e-05,23.973811932696083,19.02121297547312,0.0225960490835762,-0.0014415491956331,2.0,-0.0004946117982764,25.607519680850874,21.056394409511405,-0.0046254001907306,0.1449206666098434,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0006330598484894,23.12984682391975,18.42953149892769,0.0344000341752057,0.0102454059755723,3.0,-0.0005280059614949,27.3442736831886,22.480050026166563,-0.0001618175059966,0.072371898676782,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0032307045431259,24.834804557443533,19.63463562598595,-0.0712562501294156,-0.0531728124741269,4.0,-0.0824110125284123,22.67936372675863,19.783924139840263,0.0564994991145015,0.0760226755898986,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0055809965678377,24.143037364639223,19.455838086184333,-0.1168867979859897,-0.0894927312071461,3.0,-0.0188088192031274,25.358514333946022,19.90388685317267,0.1883803437243059,0.2337879294230326,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0002878003800494,25.637848008902782,21.09794423755072,0.0607113566144462,0.0780645638096403,2.0,-0.0915470187527975,21.256866145179977,17.034364339297582,-0.1819185871959242,-0.1448032821375972,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0023830262889344,24.469584210144184,19.50160109139823,0.0604802082809711,0.0378345950593254,1.0,-0.2028000158783032,24.51644144430088,18.800591544015067,0.1887934982577934,0.1835201077850627,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.008659390782605,23.734516837441607,18.98440237685564,0.1570076627134892,0.1231617211525512,0.0,-0.0134563597864625,26.6064817916182,21.43306507685413,-0.1097919449831106,-0.1324817968653585,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0019303137899364,24.78992489010575,19.79788202151446,-0.0596775849291036,-0.0374569419227234,0.0,-0.2644577306027862,23.31041438062009,20.273432774013948,-0.1924616273407535,-0.1428732213200418,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0010335314570226,24.48394106339781,19.713918023578195,-0.103639148359212,-0.0735371948979962,4.0,-0.0703887079905014,24.17077654998604,18.48218528622487,0.0129713695855167,-0.0524604035008857,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0037617173872424,22.700043188437345,17.730945702021415,0.0986029628427111,0.0927069322634225,3.0,-0.0843615747128023,29.863984919870884,24.45467593024759,-0.0264762487596361,0.0135335847883105,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0004435820796067,25.30300033126592,20.58508973475865,0.1145324550131834,0.0912366862223447,2.0,-0.0639906701719008,20.70892869931887,15.725104611045438,0.0223972895331926,0.03526999316473,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0005736590481544,24.52141682438436,19.7898074946684,-0.1272750222985756,-0.0984712392435095,1.0,-0.0078812249084829,24.06936833921507,18.736247386024115,-0.0028043755214563,0.0144578313253012,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.000807555034586,23.40585484444308,18.586727783203123,0.0364577333640208,0.0404888604071752,4.0,-0.0110347568413007,26.807227900902543,22.341045703887943,0.1824940129013512,0.1684578178688975,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0088931681055903,24.05412636808745,19.48589188379185,0.0234803031704731,0.0041672954660778,0.0,-0.0834261930345543,26.52315261182468,21.743697396136348,-0.2290210828383227,-0.220674552053393,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0075049139959617,25.01445323629564,20.26229811369484,0.0913919467944193,0.1014559343508091,1.0,-0.0029346251621391,22.15383685115007,17.497399238239634,0.0164254530161763,-0.0032587858878223,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0094624688624451,22.431142082468472,17.935911949573864,-0.0519505534208709,-0.0592268610097206,2.0,-0.0431601873314915,30.553074187216733,25.315472704098543,-0.0987869009374029,-0.1214767550275331,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002176359227432,25.5030412597437,20.768848498853817,0.0159382741798165,-0.0227332086052206,3.0,-0.0041012324081548,21.61884862151337,16.9637019619095,0.0175355516995409,0.0205501246424408,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0209085513114135,25.24454475947553,20.28383454998193,-0.0855966256139489,-0.0681560299798449,4.0,-0.0109249615130424,22.18698581886252,16.972998502604167,-0.0369528246437438,-0.013499384775482,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0048689205641045,23.73254791693634,18.87622646160515,-0.0215664239584295,-0.0179467135159983,1.0,-0.0279556963548268,26.13874561992477,21.31851226806641,-0.1914225206678031,-0.1579420759144542,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0073090045630599,24.07787623424403,19.09351653106021,-0.0754303328701028,0.0055465742626533,2.0,0.0109852213723147,25.567013060793087,20.76780327959759,0.1952087013193302,0.2028384540873521,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0005801277281372,24.381410933970503,19.91550724983216,0.1165036840524747,0.0940167143078375,3.0,-0.018584570053044,24.636922911163907,19.74252526782808,-0.0124904083273221,-0.0142148425635314,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0011536696114939,23.43959334335713,18.70706973146925,-0.0245548901261905,-0.0432571894334005,0.0,-0.2021801737083641,27.557469402667977,20.90759768042234,0.089784334055241,0.0922197922556355,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0248255755695945,24.43007926708793,19.247312422665683,0.1649202627705183,0.1172053321367775,0.0,-0.2264516558105129,26.898014949718352,19.795104698512866,-0.1517819146659461,-0.1555427118252224,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0955809680015833,26.029018652602847,20.264313630171426,-0.1015437631182905,-0.1160769481518462,2.0,-0.0449363589467712,23.28465513677958,17.20271428250718,-0.3110174199834843,-0.2268170882846103,2.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0108269979436681,24.93945408792532,19.741616019946616,0.1176836668052719,0.1260174205386595,1.0,-0.027323603665039,22.51017090389338,17.35858634159483,0.2537533394821043,0.2143098834168999,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0417237878747083,25.85675904307381,19.926424249781792,0.1023662673467505,0.0858461339293078,4.0,-0.0012147498639676,20.719244524098688,17.310563019901878,0.0994515169195716,0.0529787423852975,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0681859207326798,23.25473672538937,17.774812643618986,0.0078930335947056,0.0044718681659645,3.0,-0.1330004064765588,30.65717209485073,24.4190508318962,-0.1905362498119579,-0.2027179331623411,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0039458439336828,24.065347906229498,18.870162483773584,-0.0194580575018676,-0.0696882046056298,4.0,-0.0947705193280248,26.48132507259194,21.50753356712452,-0.0034262536637758,0.0040536557044171,4.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.1555551607575751,25.889260842641526,19.42094483591131,0.0057336050455848,0.0401217875842617,1.0,-0.4023328362893019,29.27028383798384,22.91954650316741,-0.0689271367053764,-0.0870316587019321,1.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0677495355319461,25.63833642390402,19.743329806667145,-0.0272933957108608,0.0060254271378707,0.0,-0.1538979864091807,24.72215106591815,18.89840112407556,0.0635743539335696,0.0835698236606909,0.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.064406329098178,25.89944768870909,19.93984562754204,-0.0882547948022452,-0.1094058369801573,3.0,-0.0102198173050973,20.90213405277624,17.27943625313895,-0.2248266402340225,-0.1309585347421923,3.0
nucleobase,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.052082204693993,24.79802658743815,19.30401534039041,0.0025268553048095,0.0102240149136187,2.0,-0.2091947164636398,27.133403115065093,20.209339500427244,-0.0789620807044891,-0.0736004798597255,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0006644227373564,25.04171681122813,20.459326713695862,0.0959606696439356,0.0836523129304341,4.0,-0.0973738356286748,22.11288283193284,17.937926173680268,0.227657962279552,0.2054996646545942,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0055934203749067,23.809412418561035,18.933218090392,0.1202861319594917,0.1047236146259123,0.0,-0.0052381939307351,26.47371090707924,21.93062137657488,-0.0433648312378978,-0.0717980533061223,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0027561089277474,25.19100677374121,20.38559748224626,-0.0868666558453254,-0.0701875115097953,1.0,-0.0074745209551683,21.18296320617003,16.650123084699597,-0.2192967120767341,-0.1811871227364185,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0003606780196587,24.43352764292249,19.766397702401147,0.0757569322345524,0.0523304450218604,2.0,0.0095378722186224,24.187850637302816,19.778011081319463,0.2062238821816686,0.230281690140845,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0061978851217723,24.542123286724475,19.964369500411184,-0.0548295186727542,-0.0392736234189826,3.0,-0.0155359664958798,24.33353794457372,19.600858397148027,-0.2084736420731837,-0.2160295103957075,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0007140714438436,24.782638571831747,20.166341496517784,0.1396625211188201,0.1091690391422508,3.0,-0.0004762953314259,22.784146716661976,17.609320764675946,-0.042292520037211,-0.0204225352112676,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0035394285035887,24.189245072925942,19.0657039912709,0.1415193069668451,0.1213754517725821,2.0,-0.0600355814113691,25.81832657571245,20.599892578125004,0.1469149420699257,0.1042924211938296,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-6.304663745004824e-05,24.131058751384,19.546916150009423,-0.0049901004898407,0.0086344793658822,0.0,-0.0042975486746219,25.49440750142908,20.0749489905129,-0.0281241280527722,-0.0055164781732167,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.00636727483501,23.89077263381132,19.46169244170608,-0.0142520487003596,0.0189793699626764,1.0,-0.0107683591004845,26.77502130506255,21.761227827475103,-0.1187651331818384,-0.0687637284424034,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0079273087217575,24.29030519954004,19.983000749554552,0.0559820772884587,0.0327497654630823,4.0,-0.0146785999870873,25.40011655818644,20.02564809664874,0.1096643204249327,0.1257555814563095,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0036440084523974,23.840512861083223,18.82714669317948,-0.0453701584666826,-0.0403734601684457,2.0,-0.0081026934656973,26.793627709968536,22.47465669658822,-0.2040215184542355,-0.1810651804633015,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0006569964457706,24.96275274172251,20.304111526756955,0.0332486277244819,-0.0264499119916974,0.0,-0.0286764509429811,22.09996754087235,17.616029276243395,0.0139514037746678,0.0355113422528051,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0019057194836702,25.101673794708955,20.161746434261925,0.0433427354410411,0.0899085926462532,4.0,0.0032900707642219,21.45238238387546,16.717655818025833,0.0906182389298355,-0.0015507911966236,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0038464407274203,24.725837030645724,20.03788612499572,-0.0049123755474943,-0.0131177282541707,3.0,-0.0185829056018971,23.44091721193804,19.279709603752885,-0.0301818505536765,-0.0531553615553598,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0024649480784733,24.5922440770815,20.099662023711623,0.0628893259118909,0.0229088719719531,1.0,-0.044354471318835,24.23259893225512,19.609344248167226,-0.1100115567686968,-0.182985538132794,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0017992939427482,24.19065768208486,19.197510050991127,-0.0256824534557758,-0.0452674497131119,4.0,-0.0151225381748136,25.396634324975786,20.598206613030232,0.1075613952249976,0.0638497652582159,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0037362536355346,24.059057697285688,19.69009829497756,0.0954453186040031,0.0829151693979092,2.0,0.0054017441069476,25.451317997211127,19.380609416693023,0.11039074076503,0.1054661301140174,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0169667375223299,25.120498775771605,20.02997789242393,-0.1104316521255026,-0.0804103016027872,1.0,0.009461720830732,22.04172980727241,17.310146325339733,0.1269641377555021,0.1538938773259388,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0008909376422264,23.39069151219791,18.95069381767407,0.1010855704959235,0.0909902770443183,0.0,0.0029218748756858,27.98172469435164,22.373273710868723,0.2149869989946038,0.2297786720321931,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0046764744976807,23.88429601993465,19.11768148161236,0.1189991924356754,0.0900859897111208,3.0,-0.060241436645007,26.366213515161743,20.77210405376596,-0.0145258870657055,-0.0087190536476374,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0040649071544851,24.506371528605367,19.41472793632641,0.136745010380091,0.1172326552373872,1.0,-0.0013971054752808,24.196553211867474,19.53852277299048,-0.0811384528578235,-0.0638676034228516,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0004892370114144,24.33913741491701,19.51146256992273,0.1349391223874156,0.1091250329822655,3.0,-0.0013479640905509,24.63658033128605,19.932466796015348,0.0446491528685445,0.0498159776675594,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0023764606477654,24.235023056304254,19.420680246453536,0.1411340131745655,0.1481681827701302,0.0,-0.0179451733451776,25.07244845323682,20.10305342768279,0.1346376062680006,0.051870855237954,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0015236389832996,25.28817414964118,20.302531744706,0.1345690770147087,0.1030191514713068,2.0,-0.0110272073272279,20.36221614711912,16.623665580212222,-0.0664174815105195,-0.0341552159235336,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0009263850546588,25.08478923418509,20.22252710656953,0.0975572934930191,0.1173189664479023,4.0,-0.002888254767156,21.469723084849456,16.816365358594435,0.0497635166654462,0.0599770286492292,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0023632801983496,24.549393700813543,19.48792640123869,0.066133105020348,0.0615569590173879,0.0,-0.027896858994175,23.8770560426978,19.619578201938687,-0.108899528091652,-0.0505557960262717,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.001738099388959,24.74649798138099,20.00186139023095,-0.038002669940586,-0.0943225938615231,1.0,-0.0703628996983263,23.040988247351017,18.375541598897588,0.036660497750844,-0.0746357183455116,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0009975975116017,23.87371237863063,18.99299915675113,0.0884630579832224,0.1297412504862784,2.0,-0.0028151192234491,26.415496629052544,22.10909498187857,-0.1557545674269124,-0.3397924025693179,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0004707794728602,24.93370757698472,20.01895464766653,0.0291469541893115,0.0675577133391784,3.0,-0.0028536706121824,22.14111340076916,17.973298234536614,-0.047014688734036,-0.0477696901244159,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0011276755869753,24.405684651297264,19.56303030181349,-0.0197995721610513,-0.0252471503394129,4.0,-0.0046540367109948,24.40452544206012,19.69037240256726,0.0766117591965577,-0.0604318463112635,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0300311937861863,25.017998648425493,19.69256690256219,-0.1163109876619577,-0.0801863801345875,1.0,-0.0192643034407316,23.583557282453786,18.57729550643706,0.0664038892453615,0.0039235412474849,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0125504719704534,24.24016880437844,19.432372664066783,-0.1107054606719739,-0.0851882988557906,0.0,-0.0070764392294331,25.64925986823738,20.6175375882001,-0.0126525802508468,-0.007645875251509,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0078680807498563,24.52534063435248,19.6308751236765,0.1281890352999004,0.0794336851482741,4.0,-0.0421773413341595,24.70764013840086,18.070326099664392,0.0968034734544242,0.0986929803269117,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0004668452634863,24.741362707383846,19.752249757465563,0.0165258193017656,0.0045871868761569,3.0,0.0025896985016091,22.99315715932372,18.518009340528028,0.223338076242805,0.1656606304493628,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0119903665068945,23.61602881412847,18.66550036406935,0.1293365236762213,0.1132958877945816,2.0,-0.0144632511583726,27.02342142579268,22.3419782719142,-0.0407310923740457,-0.0626425217974513,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0012891129407442,24.88081049932542,19.919510521604305,0.0897792714424579,0.0697160494083176,0.0,-0.0184328786301839,22.259038331419067,18.21158296397034,0.0401348004242917,0.033585123954265,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0001393481236868,24.90993669023312,20.157480960779026,0.0134302065224413,-0.0132403350323447,3.0,-0.1238404310935337,22.429181096039017,18.226796670833107,-0.1280664333290355,-0.1754527162977867,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0011685682499475,23.50421196053924,18.662187837299548,-0.0954553998028066,-0.0773479037658914,4.0,-0.0314475797388502,27.881851594308447,22.839716094111058,-0.0854425914942175,-0.0595908786049631,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002741134637931,24.20391635156633,19.35195220893726,0.1337654157324851,0.1206660217086984,1.0,-0.0525132090489117,25.18883685913244,20.90221244919468,0.0352205410044074,0.0154258886653252,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0023665664655274,25.0672565312769,20.030827743262574,0.1057808090462515,0.1136203967900056,2.0,-0.0632466106557705,21.457229456446708,17.684523861307497,0.1065659892953471,0.0230551899336567,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.000391146575446,24.56102890417053,19.712854423121403,0.0239216710026423,-0.0191592627598144,4.0,0.0015899128457893,23.76124901708432,19.485099790331347,0.0512951555968449,-0.0105645015210642,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0002684105748335,24.730553399651352,20.17526033314488,0.0187530239498953,-0.0172177005739165,3.0,-0.0023611153376363,23.02913067603088,17.26294105852154,0.0254716106904067,-0.0061739641282766,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0029744246460321,24.794233537877744,20.09674032325076,0.0198512213971319,-0.0395391909054147,2.0,-0.0082912553111826,22.992792883384475,18.8970437514614,0.1086300356445648,0.0893685002537754,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0028778926725412,24.537168709573468,19.37332911012884,-0.0538505410284254,-0.063017671776092,1.0,-0.0238042322835305,24.169712247956056,20.2226967953964,-0.1711362107838804,-0.11118162076387,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0021886412302354,24.857263864932417,20.036116009093167,-0.0581650309248235,-0.0881047823642982,0.0,-0.0015614859906192,22.61179421396796,18.10915442238391,-0.0279245086688492,0.0043746113111796,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0046766376800725,24.46790736206912,19.932509036950897,0.0776244589895544,0.0552520627510425,4.0,-0.0009749221249331,23.89411774448831,18.646347336030345,0.0936897511447143,0.0912817847264199,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0235995907726542,24.366018119125545,19.58760485572146,-0.0995653575014411,-0.0898944231374118,1.0,-0.0325944977982013,25.91862034017552,21.758572821818607,-0.0048214431419301,0.0419852448021462,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0124075322968739,24.31778690313429,19.31405056923314,-0.0770921674058616,-0.0498795143873994,3.0,-0.0075633067540936,25.41222410363396,20.268773191210247,-0.0648963401619705,-0.0408118780352876,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0037311481265893,25.01308546780688,19.994554547761616,0.0441740985345877,0.0505054641657512,2.0,-0.0484784379194558,21.776396992498483,17.731088890827877,-0.0022341345652603,0.1046957134150929,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0199322592358708,25.12020851727456,20.592687898334702,-0.096566705273679,-0.0724266754170202,0.0,-0.0094532696379623,22.33731273932268,17.777220652405642,-0.1120203233174466,-0.127398787720672,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0124867887441046,24.78401966975834,19.51707905551844,0.0861011464398746,0.084084667851188,2.0,-0.0540256484694035,23.97971085487815,18.55324144390267,0.0904862876587691,-0.0073105298457411,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0313193088689214,24.24825307166872,18.730402293422767,0.0700785396329577,0.0534395504563751,0.0,-0.0480298410382447,27.004107182169875,21.671317418058155,0.157039994802034,0.1557679409792086,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0256686171274731,24.697989081186744,19.260851431863347,-0.0044515975949489,0.0516993180126378,1.0,-0.0969952061908185,25.400233294866705,19.542111904520382,0.0836090722663891,0.0751509054325955,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0332268011497507,25.35310652288277,19.93529384198105,-0.0986037277607827,-0.0837450930002263,3.0,-0.000961485266598,21.80645995230213,16.881000735860475,-0.0997741035486935,-0.0609993293091884,3.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.024012957278978,24.017440025518884,18.82815466683371,0.1231620845831991,0.0933780302371717,4.0,-0.0829192138818835,27.77694802359208,21.27353902897365,0.1005908863804024,0.0851616797622128,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.005064018796127,24.728462164427047,19.66308484582734,0.0226260184550163,0.0285204214340764,0.0,-0.0028275644781203,23.16422968433597,18.853322330528577,0.0493569909421692,0.1087322171444482,0.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0128193819284467,24.09110645539821,18.678640168307115,0.0251946251992705,0.0336785149314678,4.0,-0.0532021149804933,26.72419899219344,22.00553635503205,0.0085455723911507,-0.004674412675918,4.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0500411897340307,24.75289489346849,19.348801283986944,-0.0422385177200769,-0.0690962720831718,2.0,-0.0143776640374593,25.51138981672676,19.404266630360777,0.1736604998435759,0.1778573575640581,2.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0234553557675156,25.15006067454089,19.678182286848106,-0.0345002129347973,-0.0743551701593976,1.0,-0.0027509413559483,22.259630629703786,18.05006154020068,-0.1164722090537703,-0.1512492097652869,1.0
random,siRNA3,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.01901213893799,24.17881090596518,18.815347338760105,-0.0010388486112173,-0.0321563195706632,3.0,-0.0874173505921849,27.0332687429016,21.51249912530604,-0.3232481008450183,-0.2960753224085186,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0107126202865057,31.53638067203012,27.01685685200232,-0.1925299442168282,-0.1771546504030338,0.0,-0.0580362976579871,34.416126572747146,29.916664023400504,-0.3120961564379856,-0.2887100651309505,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.08728442563926,30.643332194662342,25.91759726197615,0.340068466765006,0.3747479740124752,3.0,-0.0457688623289742,33.119728943761174,27.38399883004864,0.1231112264436601,0.1834065200025372,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0029282847298389,33.47323595657487,28.954574086638853,0.227419428276284,0.2562818769599227,2.0,-0.3307761920000336,30.07068151570532,27.073542614349805,-0.1848310322966389,-0.1557521440970667,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0336931534817728,31.766189651527533,27.35153391044832,0.2275858712780804,0.2520785437582847,1.0,-0.2732430000204833,31.321675169205463,27.78406390420992,0.0616446210838433,0.1367135554491872,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0091694385019989,31.48268063305472,26.7457585943092,0.1752025057873064,0.22446248462948,4.0,0.0533471481807099,33.345303865764016,28.53363410288508,0.5080936396941914,0.5325025161856324,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.000148156486843,31.524235024473903,26.627291170013788,0.2213333057395421,0.1949266154032159,3.0,-0.0871176827842517,35.13727022556698,29.71405951510573,0.2461872803557216,0.1935308622969028,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0099461420067332,30.77883424276581,25.851101310934112,0.1408205423152628,0.1489197663066482,2.0,-0.0560457757192203,37.96906402528979,31.61889494840145,0.4398743545633545,0.4608078248425762,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0007712198583692,30.95551085836182,26.30618174271942,0.2232928822069895,0.19294792254737,1.0,-0.1224370924100812,35.727385031868,29.668486869029085,0.1714347020294231,0.1891802084534123,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0009234331419576,31.54936899328264,27.12010365121696,0.2759700753044634,0.2539697010669239,0.0,-0.0494033123137434,34.12962183690346,29.99981168143118,0.0588560712520041,0.009250138256766,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0005243706947208,31.598832756166537,26.779429959663112,0.2523037399279451,0.2315929619818597,4.0,-0.0486747379236858,33.632263084455616,28.164322290103947,0.2681205003551753,0.2427242608645843,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0051332455858033,31.495887681762994,26.73374253855177,,,1.0,-0.0453308846297035,34.19473365580256,27.93161846829032,,,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0010449032062223,30.68811321038472,25.46752241771413,0.0301800015961397,0.0040522089070844,2.0,-0.3020932181116311,37.56075534986993,31.302077857714835,0.0249752784876908,0.0244669384606492,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003502564675323,31.25004631359656,26.46861761951138,-0.0016473383146045,0.0209660964101683,3.0,-0.1134931335566915,34.8769324040789,28.66276539461916,-0.0702062427117689,-0.057243148090255,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0013080521143931,32.42475166305103,28.003760770774143,,,4.0,-0.0112374259726308,31.318179768530207,26.098066186045155,,,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.000635709413491,32.34987420392221,27.48042426146351,,,0.0,-0.0524102477516352,31.926856843479165,27.00261975460301,,,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.052391489930139,31.842280821524707,27.233073544380503,0.2884811334214454,0.2776371263190612,0.0,-0.0037900558943373,30.437089543640976,26.79996038141144,0.1564394168512702,0.2137778314092112,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0248944381710555,31.09527022251592,26.32715274484286,0.2567552185764066,0.2210230728813676,1.0,-0.0740999538334594,34.11119896575535,28.68944477657261,0.1051942728045695,0.1108859031993225,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0051372969793881,31.871918531549408,27.05091161668162,0.289688167619155,0.2910072279417799,4.0,-0.0031107934389482,32.93605054758214,28.004317840363235,0.002496230274416,0.0173777690040541,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0039147926183877,33.18353937222025,28.01829413543329,-0.3164674116475966,-0.3156307762210962,3.0,-0.0004691476664389,29.003102365107864,25.471451226481435,-0.0859705685435402,-0.0688984498898327,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0317569380283437,32.0878871959294,27.94698193840092,0.2430575859286655,0.254017098505493,2.0,-0.1080917447775005,31.01118972302713,26.759476854892338,0.1649425579727328,0.1818846521860481,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0039623092162464,31.64362462077146,27.16975411957364,0.2709531734809306,0.1643842899636806,0.0,-0.0256934744595052,33.20435221292085,28.266232570504744,0.084615139676126,0.110139420237492,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",7.225687971323946e-05,31.931454494378585,27.293419769193573,0.1789667902180298,0.1725972396526115,1.0,-0.0022612837161464,32.9996150235283,29.089534878597977,0.5699457407036894,0.5466685824712522,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.000335900537124,31.382710131472408,26.704652961648748,0.2593325388241755,0.249358588892973,2.0,-0.0794884951850805,35.09766774899813,29.96944061830181,0.2871498968511533,0.3233769375208777,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.016812635711126,32.67891231747383,28.48082650387184,-0.296230429084203,-0.2709625702802986,3.0,-0.0005867376665542,31.379151128220528,27.044904612179486,-0.2003041033620113,-0.195643060048227,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.005070034730062,32.684302678439806,28.32573045884203,0.2748191931598389,0.2643978440180553,4.0,-0.0020226350079615,30.682478022724528,26.441104730833462,0.1911909887774265,0.1371174512527846,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0023710777704417,31.64530038991829,27.34362866016297,0.1981000002930998,0.1631163294068993,4.0,-0.1888723860712384,34.57750641030865,30.85009290843064,0.2851724591085602,0.3250624950083604,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0023038346124566,33.122663719308605,28.763687635313,0.1637134097000344,0.1629857451682773,3.0,-0.0627320268965072,28.44468899406156,24.91745632144657,0.4149393226848137,0.4055318829829563,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0006753637488878,31.957958735401217,27.56072919228441,0.0847750646732134,0.1267024636889129,2.0,-0.0862599551366041,33.31963732375456,29.63243573795952,0.4351168369775219,0.5163585688547502,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0033197894889436,30.65586257418004,26.04803893421276,0.1442303737831953,0.2192410382317252,0.0,-0.2030730168250489,35.47534856010737,29.577750073310224,0.2360075209406068,0.2776795937474857,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.000936875414719,31.03188353466046,26.382829398241743,0.1400145392002112,0.1912461284706723,1.0,-0.1078605390482274,34.56342600857824,28.906055486932587,0.1692072295702044,0.242558057762356,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0023036931335471,32.111583431868226,27.46235959353881,-0.241114256783073,-0.2231081081136984,4.0,-0.0168982313661676,32.42993278258389,28.22321020992623,-0.2330784160916903,-0.2563423512717857,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0021277197373085,31.636118398238366,27.31773925209264,0.2878854541337801,0.2346939669887108,3.0,-0.0061141006264686,33.95896840424364,29.3232601192632,0.0681787092924921,0.0145721590207237,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0033891443993813,32.25597523206743,27.6097100745488,0.2687694711435758,0.2715769282976253,2.0,-0.0010040535830677,31.671578016911987,27.745162242028684,0.2137805311417754,0.2347529158271573,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0007265650739802,32.226830216157026,27.281160478420425,0.2109163619295235,0.1516452550569767,1.0,-0.057155177238765,32.17932580399596,27.21592579258479,0.3191328663988843,0.2408716650137496,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0002092831342508,33.02645755419846,28.47391483184609,-0.2525552275610425,-0.2509420316670783,0.0,-0.084833617215229,29.136528571984247,25.50646462336317,-0.2582355082353765,-0.2787937978616033,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0009334116379122,31.674775718808952,27.009013612054265,0.2190566215068962,0.1878399189615493,0.0,-0.0034076908975684,33.298789406041905,28.78890613421456,0.3853643702627508,0.3904817745001648,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0003900926433109,31.860812598476784,27.25379119817824,0.2808450610504684,0.2710501067227731,1.0,-0.0012555873059383,33.22139081034959,28.101487317105537,0.1687415905228147,0.2028957626053623,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0003656996326311,32.62892120846291,27.86355601873385,-0.204806002717558,-0.2130799128105365,4.0,-0.0151148301033638,30.68639380934094,26.34717136581057,-0.4227381063983327,-0.3480899015040928,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0001163326859532,30.823889587529976,26.04131581913584,0.1842774815792049,0.1597853530881315,3.0,-0.2234669448953212,38.35038064091076,33.059935852557324,0.2669225328737167,0.2347302166642786,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0011161658881322,31.50501997100512,26.28716932499582,-0.2384956014273005,-0.14020933317823,2.0,-0.1439948746894426,34.74238053255609,29.3204225823543,-0.0540552109354711,-0.0420116559142283,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-6.78488150298584e-05,30.967925827686933,26.40592271372964,,,1.0,-0.0763399197754679,34.885843446173574,28.90717694003721,,,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0006768505125056,33.75973559990547,28.89655915829237,,,3.0,-0.0122192086369796,27.22934870721556,23.895733494826,,,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0006803154125514,31.558780687998105,26.98529280907369,0.0239490693790375,0.0089431432349881,4.0,-0.0019454174256001,33.84337927854963,28.648438264802778,-0.1317719648207442,-0.1296684938633748,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0015421770915271,31.71834613324455,26.818818354975072,0.0354016181368472,0.0094551464989729,2.0,-0.0750497586694594,33.984851602627955,28.157425379792823,-0.0905542842179983,-0.094808068551185,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0007127947776826,31.214934497477632,26.67437808400328,0.0228441505139745,-0.0053919105514794,0.0,-0.0438976908154504,34.93854991845516,29.607774874499025,,,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0342064280145903,32.04095909443462,27.253394035445098,0.2781993631632342,0.2782589149501732,0.0,0.0022823650589699,30.404093872164164,25.585818348162498,0.1003560892455258,0.0875815067982944,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0037946053261903,32.40233257437671,27.89443452462399,0.3065776551838934,0.2902538392765098,4.0,-0.0109696930885505,31.46055370516248,27.24086069189644,0.0632481202966941,0.047175339376576,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0109688902071861,32.09607690437875,27.40223775993664,0.2879266551034934,0.3160564975363634,3.0,0.0003084547727343,31.535561204483205,26.72258797400767,0.1072347455136263,0.1895741658835323,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0014553708053529,32.64636902537312,27.873772926855004,0.2721685319171842,0.2408396528114016,2.0,-0.0763310196016915,30.554765532125533,26.83796294127252,-0.0810147713287443,-0.1829508715099715,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0035959430754388,32.23654591391257,27.45234525750412,0.2847481035672227,0.2674244852279397,1.0,-0.0257612667575821,31.5313496341526,27.604259792325585,-0.0249445943769397,0.0278166798209216,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0806441669810311,33.517875431594994,29.563790795595768,0.2827176337543984,0.269515640133546,3.0,-0.1319479527894589,33.82967965550247,29.84625566483092,0.0485400204520906,0.0524406948009229,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0742464940056064,33.226067398636594,29.10248734507526,-0.2763329023847872,-0.2522864880071906,1.0,-0.0903156345827571,34.045820303578616,30.805025728061924,-0.0833491842651748,-0.0782276594125992,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.5168625317343472,41.04671104947937,36.016535793658704,-0.2675582909757488,-0.2478746354289642,4.0,-1.4330310743062569,43.39074241218135,38.55209104517923,0.0273995972399589,0.077914353214084,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.2896849721430097,35.604234703246554,31.51716292675736,0.2795270324877779,0.2058912260914542,0.0,-0.0589601022211185,33.89313108942477,29.88988588043181,0.1617754177767009,0.1482239097074497,0.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0460996305874903,32.97033932450717,29.014350735132027,0.1776077834154417,0.1595542180853493,2.0,-0.0002163611601491,31.021122343236154,26.56230346333148,0.4541094012202724,0.4223922751892432,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.3691182753221496,37.447452248348206,33.304592988764234,0.0325119118865211,0.0651900722783491,4.0,-0.1281966640058884,33.776823218218986,29.52206531478714,0.3627135133083218,0.379787036560051,4.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.1274316693210766,34.44403349638219,30.41902402599653,0.0695897193816012,0.0143330119874897,3.0,-0.1130025608896201,33.11698282880038,29.35882880601886,-0.0683547331549447,-0.0831225885108635,3.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0728445793694396,32.9372701965492,28.79724976652875,-0.2588282827001831,-0.289416635175568,2.0,-0.3485343713636801,37.24222365772598,34.06953104097686,-0.1350230606815024,-0.1889416320102235,2.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.101596143299304,33.31547488500826,29.39812361076482,-0.073046508035877,-0.1568493210245173,1.0,-0.007592195786324,33.070806024639,28.86499140334485,-0.163989175238467,-0.1849007093638651,1.0
nucleobase,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.05343980170372,32.45209781190006,28.37777122816104,-0.1223943546482127,-0.0384931712862614,0.0,0.0015270350990532,33.36986641859211,29.369851333939422,0.1333867117515963,0.1946756990181807,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0015536597949744,32.45954355722163,28.08790057096648,0.2352591338161898,0.2173087145201292,3.0,0.0025304367456204,30.76464316436588,25.96180753986003,0.306748120309227,0.2804538848578963,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0433793785131984,31.937516457830952,27.309163525047747,0.2666268222067051,0.2810452409810748,0.0,0.026826123514328,29.656844384950386,26.215154088264423,0.1806625019122245,0.2397056454731518,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0003576684192967,31.93259136146058,27.47006866435189,0.2059509030787309,0.209895941820928,1.0,0.00286754203162,32.98874564180421,28.74926256237619,0.4226620792783426,0.3460444423316624,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.003250050003976,32.2143988611401,27.973554401191045,0.2946959009406418,0.3163048821336064,2.0,2.5580711070172235e-05,32.11290427945309,26.98393120033828,0.3453413998140047,0.4112027884626857,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0022368737608366,32.80126192615457,27.93227663349176,-0.2497841926375542,-0.20846092625475,4.0,-0.0068892839135892,29.522342775214995,25.80086361103151,-0.1540490789782357,-0.195110687270108,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0010629878585655,31.67360018027673,26.99129491717493,0.2400876803002321,0.2065032137947084,2.0,-0.0007043460869122,33.982408881892994,29.420721716710048,0.2831868137640526,0.2547387673055665,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0006234734382946,32.08559193245171,27.495702397659564,0.2524119019421761,0.2433278769337373,0.0,2.70108264758262e-05,32.394372985099686,27.83497111283659,0.2334277915586301,0.1892087244456962,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002734869217726,32.00838577173103,27.380695931774827,-0.255464490567269,-0.2377459891280816,1.0,-0.000880956303503,32.78910834784497,28.620028919638,-0.2204063707876252,-0.1681591555554048,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0058073292753912,32.42550764711333,27.80919779440989,0.2594584283894351,0.2460121753679112,3.0,-0.0154150574838518,30.621806747565497,26.66310739478072,0.168196366487043,0.1647969831388873,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0062291640841598,32.78233648659626,27.822367619442872,-0.2671625174599432,-0.2134274884743112,4.0,-0.0124306957029751,29.672500815513903,25.536911845832595,-0.1735983229192963,-0.1066102101469721,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-3.431044365487246e-05,31.925621049400515,27.40612389473162,,,1.0,-0.0032150294357105,33.10654183998801,27.79052758642056,-0.0420758545336634,-0.0781349874668369,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0001554226325544,32.78971903432417,28.07366403038915,,,0.0,-0.0008209580017473,29.46905743880181,25.3255241024471,0.0524123339685221,0.0862197270417286,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.001847341959122,32.00361711219431,27.198367116308926,,,2.0,-0.0002168925902197,32.88968561359415,28.19941560226292,,,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0016226405793864,32.24561566645792,27.91708852982065,,,3.0,-0.0004319790317204,31.870375954287155,26.739452153468385,0.0913417914321133,0.0740950779264855,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.000531524578802,33.17785943253258,28.594876720571666,,,4.0,-0.006474384374097,27.75342012505278,24.10537689160484,0.2174220248086284,0.2653881337247096,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.001219434879736,32.158352387199045,27.51780483171336,-0.237101844380269,-0.189976614418893,1.0,-0.0088264469991268,32.231297472447025,27.817253366295304,-0.2145530209663421,-0.2706417395461373,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0187761551661439,31.768644347660192,27.24638039117585,0.2030982638525374,0.2361778670071111,2.0,0.0422203420035103,31.6853779083457,27.37062334107641,0.4209948036698582,0.3793101924206505,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0001192950494832,32.05294968437721,27.53310293037078,0.2544090403530296,0.2635623072068905,0.0,-0.0003860510465523,32.54529824421763,27.952380927739725,0.2582646181029802,0.1652280539100658,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0006465729402618,32.68110570051633,28.103766627762244,0.2132334366285112,0.2075354647815586,4.0,0.0025066337980779,29.75567082763806,24.6235974534675,0.416480632978414,0.3735188752670265,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0019957377108013,31.59733417690268,27.07920574783939,0.2750180472458484,0.2843654585173647,3.0,-0.0015570363278361,34.2387905829136,30.289315678486613,0.1660862808645921,0.202306082321533,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0037357628865388,32.58776869059883,28.225192920876857,0.2421762085151366,0.2160179989719483,3.0,-0.0264100915725418,30.909603424175057,26.88524821228247,0.279592445385665,0.1993499522835829,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.00355704134147,32.16232415726206,28.05703194500215,0.2451940182968279,0.2176171383769256,2.0,0.0018554129626646,32.26556966932337,26.76521900195402,0.2675941603565939,0.2867416509399317,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0040788642962483,32.80183735515827,28.57414773967828,0.2554037860222656,0.2786371058828331,0.0,-0.0611939506877228,30.23654059725565,26.007434354025687,0.2152974348627412,0.1949556662756814,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0013102572202079,32.834368711713026,28.50813491447209,0.3031002053625446,0.2850180364046423,1.0,-0.160638313044257,30.264586209016343,26.68688669422132,0.0391747183303637,0.1081394049765721,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0026931041839963,32.715010143116714,28.58470970895858,0.2287564168278739,0.2114729806838489,4.0,-0.0716575790673594,30.550406622997468,25.947604076341204,0.313746832663433,0.3122277831559383,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.02140719366295,32.17363352601946,28.08595669750613,0.2099780526137539,0.1845087265284986,1.0,-0.0094569281601686,33.579102171368234,29.41095340618884,0.2866090808711434,0.2882208127015319,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0003783716503147,32.308996764637286,27.504603700175505,0.1530592946374885,0.1501563903403709,4.0,-0.0140870714662126,31.43890475922347,27.81367884490143,0.2640999862521899,0.2155501904198364,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0018150992814318,32.86293104247332,28.50076285597708,-0.1428839209746897,-0.146545272349719,3.0,-0.0011669215244636,29.276417133100885,24.23396010261729,0.0750958645864901,0.1068027103621874,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0014240641721154,32.437067859626254,27.88006202923781,-0.0776313261793273,-0.0451298139497482,0.0,-0.0008915677229028,31.11214147563065,26.912969283642795,-0.119959105974146,-0.1091618045949784,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0018677016224352,32.09260648593189,27.57025110992237,0.1639992311854355,0.2187139690322503,2.0,-0.0099168364017812,32.27039251890427,27.186675758438632,0.0886729996873356,0.1588303102240191,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0357584878436566,32.06226736750076,27.37025288866012,0.2666101546317376,0.2839895815725255,0.0,0.0212167914673724,29.761515286045466,25.65803650404497,0.1753153255315783,0.2487365591310144,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0006234175528099,31.8315378703208,27.132574803554423,0.25403812124072,0.2232632549308736,1.0,-0.0341409148460714,33.47054217172363,29.96963853602866,0.4424664718228646,0.4293324520752814,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0023811949442265,32.05146454488959,27.48030542204008,0.255907340042857,0.2544036075564913,2.0,-0.0022644572176948,32.46635809145062,29.17670910017116,0.2219529803430907,0.2151975161495722,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0028351192877877,31.673541637873534,27.460317393110905,0.2386577302842547,0.2244699600151492,3.0,0.0032804441773478,33.80972821204688,27.933337089031728,0.3047028499353688,0.3057835633319668,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0027687008684375,31.219189891201943,26.6668386551166,0.2197765244898224,0.1970645955932289,4.0,0.0043141801555485,35.461142727614394,30.622442777281485,0.367013084642923,0.3631339743051474,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0007036084362962,31.448243941785044,26.736940062944715,0.2716665438673569,0.2603913707932133,1.0,-0.1678797645340295,35.50257343243131,28.9376239573546,0.15574188180631,0.1048782184886228,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0006244117313896,32.209248039368774,27.66445271284877,0.2589184541385511,0.2303534305102449,0.0,-0.0112053159907274,31.885533083921047,27.20247494950344,0.2013359715351113,0.2094414625913916,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.001256759812406,31.794712814084704,26.930905204281483,-0.2491196169863284,-0.2377683625218771,4.0,-0.0007100438369207,33.64855570889422,29.651062656027527,-0.2458300079257239,-0.1873209507243654,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.000428053516519,31.40071902635369,26.740534357409057,-0.2429035569920197,-0.193802917818057,2.0,-0.0222200634406728,35.16957247137135,30.17976812862569,-0.2757569214681961,-0.2822836603831216,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0003171371364389,31.4811456098476,27.31379073471865,-0.2599231103796363,-0.248548532072817,3.0,-0.0004589429204087,34.77879058084502,28.681001985866978,-0.2098949733607999,-0.0997062544820973,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.00032295318354,33.037489375428784,28.43496322379012,,,0.0,-0.0080832286247989,28.40980375836072,24.69641745476541,,,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0004383918481101,31.67145668139422,26.69278811654174,,,4.0,-0.0656190951786479,34.424889662329605,29.639327628431783,0.0537379317574852,0.0700527929635711,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-4.157295481199697e-07,31.53353983249416,26.875928660574274,,,3.0,-0.0052874162312022,34.59371856866524,29.941924272080524,,,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003692594374309,31.780636574747987,27.41056430574498,,,1.0,-0.0039302913743421,33.64653199960651,28.171315950294805,-0.0310839871742335,-0.0673588082592249,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002431787209549,32.11011845020829,27.34255032877071,,,2.0,-0.003124951642798,32.35512767959925,28.4261468373774,0.0111477113583511,0.0053885915477098,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0401639021883856,31.602543778590945,27.1454780343029,0.3072492588123682,0.3319389806651245,4.0,-0.0164902922102911,31.870464768355088,27.06165300643121,-0.0412034482240571,0.0061922617383145,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.016479446915334,31.45062375410756,26.88935750121485,0.2383715397720241,0.1870935820937083,3.0,0.0064128432998585,33.64699548546694,28.647989648072883,0.2911725682227227,0.3076810282223913,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0079407660767505,32.15072039469339,27.426600827474832,-0.271724470078206,-0.2799275796414347,2.0,-0.0266942153911837,32.94146471802742,27.30218691945939,-0.1564450411905754,-0.1432816162264962,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.006497683270252,32.26247680481577,27.89668657603603,0.2849846983422427,0.2582941731547102,1.0,-0.002922559585573,31.32214572959712,26.654058864784755,0.0854113996937627,0.0934738598446977,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0021263599359483,33.087845653067646,28.645408330982285,0.2178398169773674,0.1840470258444206,0.0,-0.0495317671346082,28.117602135184804,24.3335152729605,0.3326197397548435,0.2212392837912514,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.097920246029963,34.3436354103356,30.1939536710434,0.2453739293654022,0.219409879038788,3.0,-0.1303342647422689,31.38983433388479,28.289755080119573,0.2631301316556989,0.2689706767807094,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.170637580375919,34.91479183563904,30.821236594532017,-0.2639847174305922,-0.2519515947985224,2.0,-0.124053197038251,33.54988722283283,29.8078388235932,-0.1714237029894705,-0.1854298078641118,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.1194106552533054,34.513990652794725,30.62000891121668,-0.2790710344870316,-0.275246127430571,1.0,-0.1400324631457499,32.260553702466495,28.006392649699904,-0.1274663126963385,-0.0998584428094958,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.2005780856622772,34.81119910347993,30.60869732268949,0.2592125508330674,0.2376685594697712,0.0,-0.1207402722602115,35.57861915443149,32.100094114704,0.2168502459433607,0.1487646200714533,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0832873240794416,33.46339453548392,29.374743627832324,0.2247932433571971,0.1958279688554974,4.0,-0.1671938516212658,34.5800999251564,31.15197824260691,0.3383661327127392,0.3350816458315663,4.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0294199537405195,33.35689823409013,29.28953708364645,0.1771524537011159,0.2111860500480184,0.0,-0.0701366235246763,30.015576404087906,26.34172600070288,0.231446816065291,0.2764174277237336,0.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.1488485198497708,33.728655209305074,29.924305409709355,0.0515911822887409,0.0932966165676387,1.0,-0.0239469011887383,34.634025384741314,29.974714648154027,-0.0715139587774767,-0.0400587298205352,1.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0241443980726772,33.17671130200167,28.92648252820829,0.2196537197076426,0.257185905732892,2.0,-0.1710647880218607,31.279060357999523,28.40485786421388,0.2660326662704342,0.2930609096321095,2.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0076157478117386,32.549411836245966,28.53323675213796,0.1323177558173572,0.1990707196475438,3.0,-0.0066501125214124,31.13409958753713,25.961452999877515,-0.0727507818115363,-0.0295113226631429,3.0
random,siRNA2,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.1881929608870027,34.6478123097768,30.809430414911283,0.050921374042888,0.16247718794737,4.0,-0.0721392029088145,34.52976179703718,29.76027197697857,-0.0142131432168235,0.1512045665256964,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1084451232912041,18.8116942606744,15.14389145223944,0.3326154284591452,0.3425441995501923,0.0,-0.0116513970112444,20.391064602219146,16.602962974956018,0.1739730248330882,0.1795817887013617,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0826909568109356,19.170520428745284,15.437503009183066,0.2978577258947281,0.3027609538580272,4.0,0.0883571138311777,19.4190798379602,15.747477224287294,0.3369886463507695,0.3416879713301136,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2071329006766321,18.19861662826359,14.611707817230906,0.468633797848249,0.475795781031361,1.0,0.1449213708224593,17.55639730738906,14.108081139458552,0.5068845550707413,0.5093548922386937,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0673692614638316,19.325431906578693,15.618001862441035,0.2731697354410053,0.2892879736627877,2.0,0.1562294046172725,18.85451778075977,15.197315475983704,0.4527834393228148,0.4548408364528537,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1105580057620642,18.911276315238734,15.149875134140698,0.3330832203323718,0.3456807369579342,3.0,0.0224312781249778,19.960987888461865,16.286693510988457,0.1923453229876335,0.1831774249515011,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0290751653566433,19.53524606687568,15.807235748067797,0.2555082683799495,0.275310057249622,4.0,0.0223041168317429,20.749204793955982,16.72100041166265,0.4019046102497721,0.4144783643910695,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0861053310824637,18.932093280586766,15.337801077491356,0.3404720929612229,0.3268173603136271,0.0,-0.0422313876911339,20.671309638289816,16.73580417790169,0.008810451500319,0.0263561039913401,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0706275507707774,19.515871211934577,15.85427651430834,0.3543068434420641,0.3479574132781001,3.0,-0.0339730680945626,19.784180651645663,16.06258076550489,0.0663658232037708,0.0951588971725822,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0325045597058051,19.83938743296768,15.918828329886509,0.278993308684788,0.2821944070046238,2.0,0.0444296789251147,19.612808960619265,16.04352332837654,0.3591821181982111,0.3525733079364898,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0582319196355634,19.76416004220615,15.865081112068168,0.2909215791966763,0.287522926459588,1.0,0.0109618462179779,19.04519187277524,15.52074875995539,0.2950946172570509,0.2789371839254738,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0065844676177793,19.85785920658982,16.080841813438667,,,0.0,-0.0399378934315448,22.08159434979944,17.855211751601278,,,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-5.3320998556039e-05,20.080833873026307,16.339374413983577,,,4.0,-0.0716239414348012,20.534931518036817,16.745802731721298,,,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0003882777519708,20.06373776996692,16.258783487467813,,,1.0,-0.0773315374382743,20.48642986086072,16.87397978970997,,,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-4.068172448956631e-05,20.068429555270747,16.327975758022284,-0.0289559898430407,-0.0156164415039288,2.0,-0.0224399885200752,20.43318052961075,16.4326929245552,,,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0001801248706083,20.044025419324964,16.239173155285062,-0.0112679187710165,-0.0146333362331097,3.0,-0.3926182325407825,21.0453936385102,16.911552646376066,,,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0878266664415853,19.38687333140405,15.521997105745903,0.3030739647064614,0.3019421025138877,4.0,0.0902699098041549,18.83267115407193,15.321775731125925,0.3491287155797278,0.3502324572611848,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0317150609776081,19.5410466413339,15.85565608982468,0.2083680190452699,0.2317514231919728,0.0,0.0104251236578319,18.999676263752285,15.193794723436069,0.3010173609975314,0.3006525410354215,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0293050931718824,19.738671378234777,15.960435504166329,0.2023425354921704,0.2322105245423226,1.0,-0.1098764051922842,18.83350441984092,15.04545594296714,0.295027408595655,0.2916353180524005,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.066803254544309,19.387844929643087,15.623751558856734,0.2864519138777119,0.2924828224248866,2.0,0.0915329465840512,19.37597637129041,15.89822533235522,0.3485886688235645,0.3402737739178764,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0768344899496761,19.3299062872072,15.54716751955868,0.2967498537660047,0.3043820817131529,3.0,0.087807266064785,19.10051002823143,15.293305324665782,0.3173273399065596,0.3216458540819507,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.050145116372058,19.683468980790217,16.019241871604166,0.3231676010868981,0.3268692380253105,3.0,0.0210233053548997,19.78836613381573,15.88394348786042,0.2438786407317554,0.2279814525501811,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0236299331953123,19.80056092880237,16.07680890360837,0.2458319984451202,0.2657382594009987,4.0,-0.0601722820521624,20.09687078365494,16.01272382471786,0.3426790935721536,0.3245090144154776,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0035174526398932,20.43765322765261,16.643754257708203,0.2654088011407908,0.2482655149234844,2.0,-0.1440170343730444,19.36043030260492,15.433064143643058,0.2699410349758009,0.242930637417859,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0028327089586018,19.94153069252496,16.163399770189656,0.155567940335966,0.1845984368630167,1.0,-0.4079668945311534,21.117463684721184,16.872053310579588,0.2640360163026749,0.2558731622658755,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0011103976962726,19.82505491154624,16.024228113309235,0.2983820946166311,0.2783541961123881,0.0,-0.002164560104177,20.987358930001363,17.23266693740989,0.3248091868619387,0.2987619223861361,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0054089619392818,19.64003023360727,15.957499472198649,0.1489131177025155,0.141744844762393,1.0,-0.0062332028610521,21.60785831931729,17.534351808296194,0.0807851920759666,0.0964430406420881,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0028806899976373,20.30722495389121,16.55238054164285,0.1073563769384974,0.0816814103046913,4.0,-0.0227556376719322,19.5413422260517,15.790040156178318,0.0628409528132739,0.0240401928382712,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0001408329951525,19.8953369839652,16.18322965251132,0.0256811473829605,0.0416251231787926,3.0,-0.0283204542957085,21.03344938522132,16.894724030989124,-0.0182418349508523,0.0157235798747433,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.032290881513009,19.18309871270129,15.484483788638194,0.2184495997840636,0.22763730336665,2.0,-0.1580903154470314,22.40609896660533,18.722718177292226,0.1562838387813015,0.1782971776952964,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.026531263058146,19.63133591349708,15.921648789303644,0.2055387525311153,0.2238783402280752,0.0,-0.0684466364780735,20.84518723010553,17.114979569938075,0.1726160497565155,0.1961059480762611,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1063474406187994,19.026669954353068,15.2479014377466,0.332262085479953,0.3395581172775112,0.0,0.038121585436479,19.53877426555748,15.848759811662406,0.2544213760936238,0.2565361702372276,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1054698766848964,18.91005597587633,15.084942259395824,0.3312291478672589,0.3490978011267165,1.0,0.0192027560621174,19.7964933286544,16.216128874020768,0.1648504317123973,0.1734063377938197,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.125294413671415,18.855565932639127,15.214835716931685,0.3562287913173841,0.3473406836618797,2.0,-0.0188463374228122,20.25940744754549,15.900249267170446,0.2144032675308471,0.235634003121632,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0129858508710718,19.928246714462748,16.09929973832096,0.3094032385987866,0.3249567730071919,4.0,-0.0012855236404714,19.92704432334168,16.227955174229646,0.1869416111278097,0.1864313815069329,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0999391034284951,19.01306452067063,15.311760694106464,0.3171347173510347,0.3417430528153387,3.0,0.0384853475628287,19.686549546885782,15.829440058781552,0.2322352006337884,0.247253483489391,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0533621192598173,19.14677145358679,15.4502479650931,0.3305429472617709,0.3171795344065569,0.0,-0.0389614582851074,20.89979270817035,17.18134141850086,-0.000691146414969,0.0032834218257366,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.045089704070337,19.935143175986383,16.115127389647743,0.2900411697979657,0.2808241153789222,4.0,-0.0256779768836106,19.02112724019704,15.410499586398126,0.2255667401882031,0.2086897818661598,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0682302381671787,19.993478331909408,16.26126599033852,0.3224959974005766,0.3196024203217824,3.0,0.0180735221804663,18.209289245007167,14.681655350792724,0.1759415897266109,0.1548084701431406,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0656326498264291,19.467953276676425,15.779801535234684,0.3226136599430039,0.3302078372639732,2.0,-0.0214650553105959,20.11835411700317,16.456460828405667,0.1958463255658226,0.1860910250578727,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.061871438623581,19.00309942123493,15.416840155417823,0.3416224642882574,0.3333768266637003,1.0,-0.0232826202972553,21.37205195513256,17.484004363241727,0.0733349503241988,0.0947588902491002,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-2.9694456893381016e-08,19.649245103120546,15.899029931957513,,,0.0,-0.0770339285888828,21.6235278275362,17.936149759249187,,,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.00024426229675,20.01708335630511,16.19664744642383,,,4.0,-0.4490997762532753,21.47905463710153,17.238494580145073,0.0952149493230151,0.0474994890573262,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0014106319704538,19.78537721031377,16.078063666975666,0.010126117603981,0.0134574112173781,3.0,-0.0001144936833268,21.46782853952484,17.544195766074985,-0.0273283417238125,-0.0311121331083976,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-2.104213222109408e-06,20.493479549496588,16.6859346254737,,,2.0,-0.0228708426238166,19.146902202295063,15.376737647875547,,,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0330455043024265,19.69900613148928,16.033025969088676,0.1861251851707843,0.1832732616179185,1.0,0.0114783329185832,20.38337300581649,16.438570117595916,0.1278051050660684,0.1254842250025067,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0892317916066625,18.9028178838208,15.31156212220709,0.3100228575528945,0.3054766289707516,0.0,0.0942789850054212,20.45399998829698,15.81739425311599,0.3999752431180758,0.3556162537282016,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.071623000381545,19.61275345210576,15.758578638904336,0.2718085808552085,0.2628436160680468,3.0,0.0214714934688751,18.26536254563115,14.724718511505593,0.2616565897089957,0.2478100070518607,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0659866102289552,19.219414260780432,15.466614395981535,0.2600130593674331,0.285125385627427,2.0,0.2021499535948089,18.892002374686765,15.175722326347822,0.4611951681974731,0.422363435882469,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.063917941968695,19.81765878998329,16.038310037903056,0.262777855384289,0.2738552281564704,1.0,0.1112903042872019,16.920374815099954,13.59795411157792,0.3686785331351253,0.3532168605240425,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0666162068946646,19.659411559712577,15.815024944701568,0.2724464470035175,0.2870883242884263,4.0,0.0784980164289156,17.925649928622878,14.341085391098192,0.350183933225609,0.32200995213154,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0332605093660901,20.246574442830124,16.465447677980293,0.3209675043220212,0.319765781779585,4.0,0.0125150745435601,18.73132348361745,15.100157182010603,0.2707927060572612,0.2670606510631733,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0226042149897659,19.780371260725968,16.061913275193536,0.3395405109827255,0.3262447157087081,3.0,0.0160141582556784,20.31020591973205,16.49495282677131,0.2339924252993899,0.2358406314374618,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0002854160657255,20.336809376473244,16.52416344065872,-0.1320707722849089,-0.1283871976835221,1.0,-0.124106621930397,19.704933156143536,15.750753676046536,-0.1543215216840436,-0.1480223937520369,1.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0015537263570721,20.12498552914802,16.32171723502023,0.2823529310062866,0.281722360041742,0.0,-0.0105192650668517,20.16051750401829,16.396767085994686,0.371356845941079,0.3700716696535487,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0010006708814566,20.3255290304405,16.585213860230123,0.2634911080389018,0.2767743187238163,2.0,-0.0900473350336747,19.3569178903773,15.345918511487763,0.3461804807914643,0.3216227494953375,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0116911278752976,19.91656516652207,16.128330352654842,0.1517952924737018,0.1505711708379185,0.0,-0.4144182246006695,21.19014718485297,17.01811147880915,0.1965683836683242,0.2018149113538976,0.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0184541967109549,20.040557703129224,16.318271927094795,0.1652327459185303,0.1695799434313509,2.0,-0.0567922472499147,19.84382022919456,15.825251381376871,0.1882670623021592,0.1938578074801858,2.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0006037045158888,20.26832106836429,16.506377464930218,0.041121009051707,0.0372681529016347,3.0,-0.1714127130330047,20.0304245463108,15.833154535760151,0.0629000853082451,0.0387047460048547,3.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0015428634625418,20.50241749106206,16.72135041439695,0.0395420116717788,0.0299912819303716,4.0,-0.0027995486720593,19.11415564894555,15.436704059675623,0.0133800360971796,-0.0155410264433053,4.0
nucleobase,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0028485141329037,19.703663253081714,15.92596838990208,0.0783293516041841,0.0702573099799215,1.0,-0.1632741582553496,21.96696533560073,18.445725295657205,0.1359695585534263,0.1123965442563507,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0754100297929206,19.278300075225808,15.618959725975683,0.3013185198064396,0.3068826948555514,4.0,0.0940312487380767,19.525294718503005,15.71616558027856,0.3413306070447998,0.356582531568105,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0820688164883151,19.49334620482942,15.613814188116311,0.3126735503414831,0.3190101001421607,3.0,0.0792018305283577,18.46090470005328,14.842822951642574,0.2816592045500012,0.3005014208153368,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0953480052120753,19.02345451457803,15.311189817610009,0.3120383968348625,0.320312549267754,2.0,0.1228421652858079,19.34477574600257,15.436428024543169,0.3741935018830862,0.3815454461050701,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0784039503538923,19.18291104095264,15.33100064314423,0.2947286710195182,0.3085392178349031,1.0,0.0998917013497294,19.67294782604566,15.939977490460432,0.3706048183969498,0.3603536536353763,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1566799054998195,18.533900823310432,14.736602256794516,0.4444687731259199,0.4552610135601216,0.0,0.1244466426232074,18.68886842644477,14.766554233566724,0.4176881598693825,0.4240637634517986,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0709460841233172,19.215317277818933,15.528042101234886,0.3019928921870093,0.3092181005851627,4.0,0.0681870032313991,20.20430312438365,16.212639005684558,0.2924018626845038,0.3054456145850948,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0072711838970535,20.180712569609035,16.36475468417366,0.2912490472613293,0.2972506261121056,3.0,0.009885159723862,19.572396591052662,15.938064459027576,0.3500785301709279,0.3616560013346122,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0023349737101621,20.20038115027309,16.408991036304776,0.2778756726760933,0.2859901390095671,2.0,-0.0015488623374961,19.80575379980044,16.170511680571632,0.3547478055560681,0.3683629383839058,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.000901670695708,20.08084702137865,16.290218243047324,0.2996930537700396,0.3034034306351122,1.0,0.0020304400199878,20.332307695175817,16.207932570343644,0.3023367289425089,0.3132680102482394,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0331464640716547,19.92193499553172,16.29486595957935,0.300605984282758,0.3082533490814763,0.0,0.0366907132020615,19.27284152355596,14.97935140790272,0.2998628052411796,0.2903834015885773,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0005141910227579,20.262052594284235,16.497763109378766,-0.022972912728884,-0.0265998799390318,4.0,-0.0038029539475195,19.705518898384785,15.954212424195845,0.0679110859963307,0.0563579971101664,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-2.452991031454133e-05,20.059812547319268,16.25847459729349,,,1.0,-0.0001925040547365,20.47375703993274,16.811823194213364,,,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0013805399230462,20.19802740408169,16.354546119670328,,,0.0,-0.0003270540415221,19.9551339356665,16.34307438100807,,,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0029490494875896,20.03263742307881,16.28277015823325,-0.0150112155802766,-0.0178746375129076,2.0,-3.685392899943629e-05,20.67466470243744,16.89065655680841,-0.0368640800612864,-0.0531982689128968,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0059311842737599,20.53643805182342,16.70750739953205,,,3.0,-0.0030523613852933,18.77325621036644,15.386215096932869,,,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0906368297624891,19.098374188835223,15.431760496320946,0.3133012419295768,0.3186570531940399,0.0,0.0581004295607169,19.942472433647488,16.09444474899229,0.285906015820737,0.3085960071087763,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0807093743636331,19.30416307687472,15.48197631169101,0.2965953007271907,0.3032718322310462,4.0,0.1096445229737971,19.03877774307976,15.202233318438743,0.3611755307604482,0.3725001483212252,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0914242819929787,18.94553733130041,15.169371271206971,0.3050476717891225,0.3207418941372399,2.0,0.1083478262910045,19.983438401443347,16.221862797678256,0.3346145346237986,0.3270239083604168,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.091104032841323,19.09270729693317,15.328039406430753,0.310164563596762,0.3174339038567738,1.0,0.0966006803534353,19.565353196809163,15.6275277785313,0.3145665683673018,0.318504113693322,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1046996295189706,19.16397090294929,15.388019799867449,0.3245328832659159,0.3335261493477576,3.0,0.0421640337317102,19.263152390011992,15.498142057191195,0.2256256361492674,0.2360961491869722,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0371970929940088,19.714899780622822,16.002198276863002,0.3020383005794747,0.3071387318854416,1.0,0.0299248691679978,19.95257403757208,16.09379262727965,0.3029646754374142,0.3233655196326103,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0441182113799395,19.69851191196968,15.93133251709926,0.3052565941844893,0.3113557834893284,2.0,0.0401422695316526,19.71302235778209,16.086710357666014,0.2834591805844952,0.2862840698676855,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0405728131978957,19.741140692711262,16.080299371949813,0.2928253804796457,0.3011157865513328,0.0,0.0467772143992087,19.6082101842758,15.597847807456436,0.3374328402752107,0.3432909638934664,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0426376665042265,19.655053975951294,15.961304764146975,0.3024374489665389,0.3063931594286769,3.0,0.0398240214071389,19.941264771177096,16.128870104566033,0.2934601248624809,0.2978352516216113,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0361337456177254,19.758618454429698,16.0317799036178,0.2931212999253682,0.2946244742537686,4.0,0.0453102021130947,19.73477689864901,16.04089256883158,0.3364220019528778,0.3488132317993198,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0224172513614385,20.06939583329576,16.286856850278408,0.1622072053152829,0.1769112988777644,4.0,0.0359635010510256,19.130644000764025,15.580059434553233,0.2293931930275186,0.2203611101317354,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0095963125299249,20.01431914677398,16.263418945469404,0.1678921776235723,0.1554879599022858,3.0,0.0066309654701622,20.199241498499177,16.42890855765637,0.1288679823810404,0.1212040997991158,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0086633840911668,20.070080486006685,16.266136568751,0.1574764945310458,0.1663755199087441,2.0,0.0116952511523491,19.96191598021459,16.367337434870716,0.2146727913365964,0.2349571422664144,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0054022130582309,20.080025391797,16.322320254602896,0.1536257434002089,0.1425264581067654,1.0,0.004409059667063,20.11148967325777,16.333567200962896,0.1445845770261278,0.1486187657565243,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0012562842461466,20.07761524227547,16.27827622675957,0.0552130349020081,0.0483705776225732,0.0,0.0014341845071248,20.329671149743227,16.597685737766845,0.1176394708065476,0.1034941230851543,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.080218050679423,19.172266275435643,15.368855211508,0.2947883699745761,0.3042240462896468,2.0,0.0842880819344386,19.78442426667527,15.912522619741935,0.3407157568164395,0.3434232763183828,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0672981574682914,19.37019764532968,15.771153586811762,0.3103015120408794,0.3204381349333154,0.0,0.079896858015191,19.63345747698936,15.60708596343366,0.312470625109491,0.3228183452370041,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0791505470478439,19.089274339747742,15.426714505781549,0.3159542630214404,0.3198712913802119,1.0,0.0900951900758824,20.126585004762767,16.299666699068045,0.3114360483404647,0.3264196178069703,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.093935255623703,18.83945139073312,15.213994389315802,0.3107418748762137,0.3206022736885099,3.0,0.1204218796558865,20.14938244752696,16.028690691347474,0.3617696549260794,0.3737911111214321,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0535264665979416,19.53930238337327,15.91097904783901,0.3030510141206516,0.3126905864836269,4.0,0.0290560506478807,19.98099276260628,16.095815069881485,0.3162363115256175,0.3182897152707986,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0033746185503671,20.01787518892244,16.255134539371284,0.2907658184975235,0.2967035249591104,1.0,0.0032684260447559,20.46197546700721,16.65294769035936,0.3370154988275229,0.3541871784475856,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0537447608473368,19.268534338404947,15.63415565706464,0.2919975746645475,0.2948131024761316,2.0,0.0529679109457632,20.759563544054984,16.671009087268217,0.333897402362598,0.3455813066540907,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0031127546748755,20.015382329303808,16.32679987811797,0.2969245244116416,0.3092745569710122,3.0,4.3677609992687216e-05,20.51366391772652,16.25071157447595,0.3378979939398233,0.3046844915526512,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0431601354468212,19.673728582524227,15.977253691371734,0.294806177774896,0.2949363435451987,0.0,0.0443019842627521,19.806660370569336,16.129335612230342,0.3273769745902319,0.3469198916217987,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0162480803409894,19.958254801926568,16.172012655459213,0.3088605044680526,0.3072740456553386,4.0,-0.0028047313687464,20.20834677798572,16.72207437837075,0.2584244690749009,0.2699637082925549,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0012876611219394,20.178137068288944,16.376203914534464,,,3.0,-0.0036326258647074,20.01498637147753,16.379478875305427,,,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002043238385871,20.18948164257165,16.43935344156692,-0.0332442398703327,-0.0342142738605841,2.0,-0.00064167672237,19.95693038436179,16.04477669672711,-0.0431634293515415,-0.0542961248431958,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0002685677937643,20.213751917647635,16.3688281595186,,,1.0,-0.0011954671820486,19.8582993928013,16.327318255891527,,,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-3.403322890171978e-08,20.122140218095502,16.299113320789484,,,0.0,-0.00422836793953,20.233916245126743,16.589124866375705,,,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0001885898614228,20.33805812556151,16.584398500888696,,,4.0,-0.0007747339271915,19.355747729897047,15.5448529529964,,,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0630501547613112,19.56772999996528,15.843091714657977,0.3182116454837628,0.3267798689496207,0.0,0.0557765505917916,19.26850601140036,15.217208887422036,0.2695485246772252,0.2667319379008885,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0827243663915657,19.17814273179867,15.506123369702337,0.2954355753555429,0.3029013145886052,1.0,0.1076420148921328,19.46218609572528,15.508090385782376,0.354449862969504,0.3643680307292347,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0802269533865424,19.18463832141937,15.39171956471735,0.2948631299368567,0.3068325005560673,2.0,0.1083500995999765,19.535697454613395,15.818342960812918,0.3545051079377677,0.3499028461069507,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0937531372011651,19.450136147826687,15.76730682373047,0.3172289183991545,0.321119718528769,3.0,0.0704884111151002,18.249376807488726,14.379759848951805,0.2682268884733578,0.2985545179862158,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0983975355397651,18.92720254140715,15.19663702957428,0.3211759183556882,0.3269916185387269,4.0,0.0522044529850552,20.36776656276839,16.1924999990581,0.2701503276676276,0.2838365737509212,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0290586845040202,19.54866386294865,15.853493891620392,0.2942083371310301,0.3012389095111896,4.0,0.0308030654942762,20.98392809951462,17.094420840416426,0.331623255315772,0.3348295961242077,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0274594708193303,19.814501238637625,16.115283971948305,0.3016244052608688,0.3078871983929695,3.0,0.0227634515326575,20.07887516963776,16.12655170581959,0.295012074871687,0.3023308871108255,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0138346007501559,19.983747067824865,16.266556513376898,0.3157607628192773,0.320432334721927,2.0,0.0066503408912472,20.072293090593927,16.1646642111947,0.2465283983678329,0.2558388163121082,2.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0332980908650355,19.81143946847532,16.022904262984014,0.3182540680731082,0.3244177867885075,0.0,0.0213875061640403,19.88426745920806,16.308056138278037,0.22924687342903,0.2270341176977414,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0304988093112882,19.67340284184501,15.957169019213678,0.3145101804516386,0.3224209112838365,1.0,0.0219498669682687,20.54642996290993,16.74243285881639,0.2466604014065164,0.2505035491413362,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0031249478102219,20.1903338684777,16.318297443929247,0.0881467044602647,0.0677185677562652,0.0,0.0021694368134276,19.800856690979582,16.445598938239453,0.0687229734467898,0.0695658323790338,0.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0042092375337755,20.178804967076427,16.423503842390595,0.1489499971796948,0.1336107477156412,4.0,0.0033976171472207,19.7772321802934,15.954047337284791,0.1464604703765693,0.148639657643214,4.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0029421127614986,19.928671060386097,16.219302368948576,0.0924433389221393,0.054879876726549,1.0,-0.0012230988000228,20.83023181098298,16.861598284058122,0.1236600567630501,0.0765655001228565,1.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0033149187456484,20.08528401504921,16.29391512284855,0.1213604701206562,0.114804075090219,3.0,0.0033336285287496,20.195431045839104,16.458828835820956,0.1778160228614586,0.156552015444893,3.0
random,siRNA1,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0069711322448632,19.88637660637123,16.11470735839216,0.1534882494898229,0.1477382092670503,2.0,0.0064365252284398,20.796764349616964,17.077555633670507,0.1572449424704489,0.175609828591771,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.01758673753528,24.36144806401204,19.17549378386641,-0.1525144412441232,-0.1567264886358282,3.0,-0.0247853284362342,21.133682368308875,17.59939648592019,-0.0758505318817586,-0.068209619223014,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0127549172315946,23.94731638928404,18.711146046523503,-0.0868141491908564,-0.0787106454799944,0.0,-0.004744596070112,20.989086850394248,16.842412755629596,-0.0485715035251076,-0.0404090683250044,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0030800379581844,22.76866668368751,18.131202376870547,0.2506150648559414,0.2075862587184417,1.0,-0.0807283838768126,24.079245465931645,18.292017045702256,0.1689566570710008,0.1885167464114832,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0077504153481091,22.89953941771132,18.835931677320986,0.2096536766219348,0.2207917712430466,2.0,0.0024963824221747,24.39357266707572,19.668412691313645,0.4290458358437096,0.373399014778325,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0463506777361497,23.027179544192457,17.43598584530958,0.1141969649709676,0.0991412579007662,4.0,-0.1559098072901796,25.826043346763008,19.58821452962941,0.1967318196935881,0.1898243563320926,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0055984011004932,24.29762389175514,20.157738991058128,-0.0537296011179184,-0.0399586215065401,2.0,-0.0949737639561736,20.29345494891015,16.673057547515292,0.0622214615842829,0.068905733632629,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0031551158933749,24.14481636379311,19.718262885598577,-0.0855558515693288,-0.0492107905934987,0.0,-0.2525821840917694,21.40219316702501,18.57991024017334,-0.0806025671205974,-0.1753366604684378,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0128738294573027,22.819316778824863,18.50930378556252,0.1106174922352902,0.0959729556170521,1.0,-0.0004498703015389,23.71410745024836,19.606398339271543,0.1997835810513965,0.2105202911124062,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0030680465106032,23.8457610392622,19.48346225186052,0.2275590968965227,0.2297135850329569,3.0,-0.0652461619336952,21.04407567437433,17.74157700883581,0.1310510643985875,0.1532323359385259,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0027703203000426,23.73826948187225,19.186727785550627,0.0391703533427926,0.0029305770070725,4.0,-0.0130232694756136,21.81998894313705,18.325834914176696,-0.1354686151090507,-0.1142547753871724,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0136293521120161,23.305816704114186,19.08381587028504,,,3.0,-0.0016215643761017,22.49279092725114,18.605151023864742,,,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0146119428181801,23.198864350919443,19.05027048168068,-0.0894943192671875,-0.0982028244652784,0.0,-0.0850480358499654,24.049116207782497,20.82972583007812,0.1653301491418714,0.1415346292680744,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0089223233864135,22.765004981470938,18.54148255648678,-0.4263816966869366,-0.5114113346384609,1.0,-0.0202790558937757,24.10385151452054,19.36919712232507,-0.3879044786695463,-0.4247838183784618,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0048157136975011,23.958527625997547,19.58921025217316,-0.0150519975418989,-0.0514017567601599,2.0,-0.056476970198432,18.324689595762344,15.7884455464681,0.2246994617899442,0.1852669746580197,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0053222609832437,22.50930278391936,18.5362291985316,-0.0128035645919408,0.0347605563636693,4.0,-0.0061850171579951,25.149044671254465,19.629171217011244,-0.1615985903333717,-0.0483966704236083,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0012068773920019,23.733294974117168,19.2188687559034,-0.016718577112897,-0.0372480953805534,4.0,-0.0081092170730014,21.972256967790365,17.2823978162493,-0.1802447840014396,-0.1684206842920215,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0061558674088808,23.2066808160251,18.60964025856792,0.2119029289459489,0.2275244983880836,3.0,0.0001736731782615,22.463721356953496,18.473529527452257,0.2635916359739501,0.1788865806801099,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0171497344248454,22.962139920339524,18.521828289916183,0.2387784256481436,0.2062727595140889,2.0,-0.0348289082714494,23.037678718124408,17.781416670636432,-0.2652315805844634,-0.3238675958188154,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0117083479966482,22.902746125001983,18.686508397282783,-0.0857729535969901,-0.0357264819632504,0.0,-0.0580789142279083,23.831978442577647,18.745856950933284,-0.1827621042596111,-0.1815362931642001,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0038099395426171,22.920257394578183,18.336659141161764,0.1534458396549793,0.1478001960708766,1.0,-0.0150470535646469,23.37781629518895,18.53612517712163,0.2761178965299746,0.2994570135746606,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.6795794599417446,29.43727394442525,21.04661915950286,0.1351877922692086,0.1330126457463957,0.0,-1.3773751702174053,35.95765659368237,27.90659497578939,0.0954920340007413,0.0705367492006215,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.9724424360726128,34.664084611839705,25.721515750340053,0.0130712041903326,0.0199395592022147,1.0,-1.0293715313768337,24.2519628374263,18.27241721666776,-0.0726746133288288,-0.1110755373670874,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.6542986754930902,29.3701854921452,21.16157696141137,0.0827949652421435,0.0652344939233694,2.0,-0.5851835088637607,29.947885561029167,21.21821647644043,0.0798010235753965,0.0277370678365512,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.8944402396320039,31.512272613510568,23.264689832341748,-0.067830334616368,-0.0629460500002526,3.0,-0.6607091557859339,30.404487401050737,21.25813417124193,-0.1465519677175863,-0.0892479613409846,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.8071019985514594,30.650905504131966,22.490862265465243,0.0338941143658357,0.0416925147561533,4.0,-0.7718056972828784,31.949225512751173,22.54672854933628,0.2794892061490014,0.2316520688613711,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.6321535700554552,29.0926862181348,20.96701887130737,0.5591659962802557,0.5864148588749131,4.0,-0.8741124798127553,32.90347704778455,23.78953068415324,0.559722663509897,0.5284206703711198,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.7900684632284178,31.90236867618001,22.961858694198284,-0.0546457892495987,-0.0402917339638132,3.0,-0.5044710263754577,24.407926570454737,18.190725236780505,-0.2340449548256757,-0.1307888163641961,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.5829322742710261,27.509958710099472,19.709743598763268,-0.1107916067300395,-0.0804696224192681,2.0,-0.947404924001552,34.530732515172204,25.44085545524223,0.0039894976986146,-0.0088620557084018,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.609320538010196,27.95132668640836,19.92311055031552,0.1438525535055435,0.1937380827407603,1.0,-1.2379274534407765,38.024225837914855,29.34287978036063,-0.2355036409343053,-0.1183005559848352,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.6711217585745064,30.415868446909,22.00156925056554,-0.2337801513025919,-0.1386992465370901,0.0,-0.6308557951853864,26.41510869919551,18.453371315002443,-0.2328656616385831,-0.1310531984363752,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0011260566781994,23.13930523992556,18.396260083765764,0.2073754412857834,0.2202890926821899,0.0,-0.0164521866882121,23.010425246899526,17.791642381717004,0.1712892988842933,0.0374493927125506,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0050854656320662,23.935250076296217,19.15920739746094,-0.0304829272798293,-0.0574557437706523,4.0,-0.0503113782344093,20.67994926864791,17.098001034076397,-0.0703692141746753,-0.0659978655884186,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0086970682418556,21.393739583280595,17.01463882147097,0.0475713090331944,0.0354229299139094,3.0,-0.2929797307710076,30.44111118775911,22.29186710455479,0.0533662514674144,0.1670040485829959,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0322917405785601,24.38987909466738,20.35492951230649,-0.1361366175037024,-0.1488321842560866,2.0,-0.2960408919847268,22.709556209993053,19.674110492907072,-0.1092401094049371,-0.0647869064981364,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0030318314856943,22.883151731622164,18.18756674149457,-0.0483019245652938,-0.0177520791663662,1.0,-0.0431347692578945,23.94680652497798,18.30745270320348,0.0538340400243333,0.0245386192754613,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0001066664879652,22.912027263359903,18.43756102606161,-0.0404477171400884,-0.0339295719808487,2.0,-0.0004696465448743,23.678046916036173,19.00311318746427,0.1391237771187684,0.2191828564811502,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-1.146523855455328e-05,23.16013691448013,18.46752432654885,0.0018114744184191,0.0056498724994401,4.0,-0.0356570642833768,22.97536742631394,18.16751906803676,0.097930306350612,0.0993249597747217,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0002837341157566,23.43263634811139,18.74005658502448,-0.1624932043237791,-0.1533226133669878,3.0,-0.0054691280331209,21.92482634760088,18.26351509425951,-0.1618824922770916,-0.1468574611802882,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0036803269710783,23.368589106395724,19.006877516143177,-0.1868213581704118,-0.1619861312384378,0.0,-0.0010936574619591,22.224176983867867,16.46691353691949,-0.4673890753127643,-0.5284759052901536,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0014257987320958,24.17305806112387,19.51267443414944,-0.0263094404453071,-0.0271338562844745,1.0,-0.1144479158584976,20.48082451302063,17.32630338734594,-0.1084077532402615,-0.0669999231659984,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0018279153449494,23.885985752385395,18.925685217648944,-0.0751460357358676,-0.0990773180638109,0.0,-0.0092464370239901,19.832447707054463,16.9948920384849,-0.0402943830643498,-0.0935414346693485,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0031068701372654,23.4557141363037,18.648342988190823,-0.0914624590205422,-0.1147657350237522,3.0,-0.0016754336827726,22.260695243158946,17.74410101639597,0.1022964135069122,0.1299596646135263,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0030183731035045,23.7254176536806,19.051226638793946,,,2.0,-0.0605682587491971,19.52761456977297,15.92002151489258,,,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1382049231717695,20.967466699336835,16.3770186588682,0.5980562199896535,0.6254973059347386,1.0,0.0928822729870688,23.256199800291107,18.703825066749083,0.4588559831490832,0.3994164065077185,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1069221655686706,21.66096712171544,17.44546497721068,0.6046615533878446,0.6002432773903238,4.0,0.0870141862926501,22.39779028811069,17.15876911010742,0.4866593136660232,0.5365083815232958,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0021254734509579,23.41621218761562,18.84146756612844,-0.0417837204786411,-0.0299894602901074,4.0,-0.0189537160973911,22.088085093263167,18.332736417080493,-0.0056690976447033,-0.0191951896392229,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0011125150335278,23.55243641596965,19.02907684530988,0.0686161966864248,0.0520951898109859,1.0,-0.0349998138946929,21.3044771758856,17.63162463165993,0.0165835736965471,0.0701502682661465,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-9.400039341600495e-05,23.25930290314138,18.71791781747941,0.0046679282390567,0.0051164209183704,3.0,-0.0581720098904332,22.83715334506032,17.413457037008033,-0.2056615180715003,-0.0911583276957483,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0035585528282809,24.551242419242104,20.11758745262091,0.1403951488867212,0.105333477814572,2.0,-0.2537873160333446,19.13761289562117,16.11383837429982,0.1848678007478675,0.1760638619907389,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0097851696051241,23.77641932188863,19.038475532275715,-0.17829745775268,-0.1667334785660775,0.0,-0.0623790530405576,21.010676333222456,18.250394507119825,0.1330729931310036,0.1105406221685291,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-1.717830267162031,37.93572928595977,30.173073349536303,-0.0574003537440071,-0.0447259806781856,1.0,-2.3259987679922984,41.764885797664085,34.93988224182129,-0.2100344032226715,-0.1972818527084693,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.03939397403097,40.77703021417639,33.40104346445162,-0.0658448344803121,-0.0789474445282158,3.0,-2.047807852758368,38.38947929318471,31.46830128877059,0.0705732589777862,0.0752412964063058,3.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.2809123814745327,42.931865458832576,35.80000688346328,0.0923307216514125,0.0922717684298447,2.0,-2.6080558241612586,37.45119869912016,31.84256729125976,0.0745337510012705,-0.1820728291316526,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.2886863445110897,44.50047756305604,37.12074949391683,-0.1933553462697787,-0.2201859586015111,0.0,-2.509361314732652,32.71407082519666,27.66293228417112,-0.0353624025280647,-0.0646238109984217,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.135510654422855,39.816964514905706,32.857838048732035,-0.0989443470895578,-0.0813072519394531,4.0,-1.4489984301480172,38.28696375643393,29.470863011678063,0.2025751934026022,0.2647571212696001,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-2.0286414621185527,38.57138355821525,31.53118065548639,-0.4732048545254942,-0.4123253741025014,0.0,-2.1319236216378545,44.03592428246992,36.3133787134344,-0.2933874754186044,-0.3029901441569506,0.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.8130558445720952,39.15162538611733,31.420249667401084,-0.2341177090177177,-0.2549256408345514,1.0,-2.295379738435448,40.31268709917072,33.602986861248404,-0.4500861862183546,-0.3415983779019302,1.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.979423122418289,40.54898989188441,33.093809090221626,0.433715531388101,0.4762445445864521,2.0,-1.859657980962599,36.98657034530003,29.8690851865496,0.4053554697436106,0.463544996020297,2.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.8312848032980584,37.99621012811858,30.59880559114801,0.2491589869429732,0.2908629460062893,4.0,-1.578616045683773,39.68278980822357,31.14453677510106,0.1910002852138941,0.150573757073585,4.0
nucleobase,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.794894394475473,38.61722274345471,30.979182817700885,0.314624583322957,0.3855844673482061,3.0,-2.241004171549423,41.12122021972171,34.197388758850096,0.0757903028484556,0.153384763480237,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0367370038518566,22.4868019215829,18.92760598715249,-0.0708221983212478,-0.0848224773814941,0.0,-0.0302181040124334,26.01730726686629,19.80069129943848,-0.2955275738897894,-0.2141489306701552,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0502571828217057,22.17256195794832,18.491326397982508,0.0249756528531157,0.0431406469865026,1.0,-0.0030247086557244,27.56588817843167,22.772854497809163,0.0986463948331725,0.0320621546685516,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0153218907306125,23.873735591089293,18.72851914542062,0.0455428402131992,0.0271865650922111,2.0,-0.1672042454879272,19.57920957950998,17.155923373573707,0.0244964741848971,0.208666156034577,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0023096486214508,23.066266430536984,18.379941263570416,0.2281605483902392,0.2447690427220052,3.0,0.0041469045876721,22.96346851898289,19.023938349673625,0.4166787692725384,0.3487252434620856,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0287742607630974,23.40145262628218,19.47694733755929,0.1017051879801235,0.112795894746651,4.0,-0.0323437640915411,23.466405291278026,19.43842002868652,0.1107198669955933,0.1077798446219498,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0115113486671643,22.160728463574088,18.412740895655247,-0.0868091917179598,-0.0543717552740005,4.0,-0.058497458670204,26.52522909604569,19.90108355070416,-0.0358875417612234,0.008425429478061,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0052771249153096,24.162969941691166,20.07252981111601,0.1100755532013334,0.0935970059999554,0.0,-0.0797850693599866,18.832766544969115,15.074701879400951,-0.0674483982490128,0.0068939103894837,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.001261429742688,22.80734828520092,18.10800070725478,0.0609973343861055,0.0482682254445501,1.0,-0.0292363941867126,24.12728511221488,20.46930155703896,-0.1469955112850182,-0.1104059525112156,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",5.921217682569591e-05,23.358682939682243,18.78372862679618,0.0319867115156094,0.0206479595192098,2.0,-0.0015684022124431,21.89117355916696,17.817716927779347,0.0180758420126089,0.0982655798374038,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0083604156818621,22.57121432836174,18.54933840367701,0.0307311234809439,0.0497980460969747,3.0,-0.0090235760143588,25.47432106639145,20.911206905967312,-0.0460828354552551,-0.1988291298046356,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.02305285210283,21.777387218880985,18.29879975554231,0.5772041498218856,0.6293032165891831,2.0,0.0236311020901849,26.56475155435365,20.72688184637772,0.477894485422546,0.3985476449144042,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.1760814381121944,20.784042976306665,16.523040142307032,0.5587596159678422,0.5699291063318642,1.0,0.0702161729317955,21.81619052793133,18.76162221406636,0.5473155175257187,0.6007109873335666,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0057200412938023,23.877054047812265,19.57749340503247,-0.0065976045280496,-0.0232228483057985,0.0,-0.0465133628124661,20.165955549843204,16.883972039473687,0.176797983828159,0.0107470980036526,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.02795432385809,22.321626826656964,18.142583622127383,0.5077478101056531,0.5923956531376136,3.0,0.0211294184573873,24.09566090587745,19.64578618099815,0.4762265471054954,0.5355802840507512,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0077823744118727,23.19410555241139,18.523509246033505,-0.4360409842513957,-0.5131615067192403,4.0,-0.0256184718375558,23.209920418165133,16.92196071423982,-0.346060624844354,-0.4047691269591402,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0033782324221965,23.55793519852383,19.05002703183657,0.1190156676970773,0.0921187089483107,0.0,-0.0127398463225882,20.79497101968201,16.831927128842004,0.1031497366398824,0.1112813218076375,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0050849958324985,23.95039213271575,19.0129485063429,0.1748362028010109,0.1706896934126117,1.0,-0.0128018080980885,18.9391372231311,16.099704682199572,-0.2896088267500269,-0.221796695480906,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0082822015072656,22.3278776195297,18.38205592663257,0.0330870616933368,-0.0164256136399349,2.0,-0.0212536810837324,26.44821168965941,21.95639069406609,-0.0187382452265968,0.0710143341722289,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0116697037179474,23.308284986784795,18.743952930004568,-0.1879454674160748,-0.1924546993640466,3.0,-0.0008189154013513,22.477971932292824,18.914115447998046,0.1828197976768839,0.1263814421709158,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0038407288867519,22.522366734842752,18.641518217805142,0.1454274468017976,0.1062130092454141,4.0,-0.0287799849717418,25.04082991728917,19.14195979469701,-0.0138609756528313,0.0099573257467994,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.6472454275045199,30.777222289691903,21.92677966179786,-0.1041278033466743,-0.1212454769112384,4.0,-1.042524365192662,27.1271217892467,20.797926975049467,0.1729513457344781,0.196848670532881,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.8861717147086232,32.179834441459434,23.541742067213185,0.2056880403383317,0.1952469512044857,3.0,-0.7483503159609239,28.21390192306717,20.669266018114595,-0.0890840221770507,-0.075172338330233,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.6711194047014899,29.9798785423446,21.5283759005658,0.205108642593477,0.1991857830759196,2.0,-0.9289647040529272,31.223457553437463,23.06395903938695,-0.1438640862175968,-0.2738811686180106,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.62741878069976,30.36957769362474,21.554236568104137,0.0462311457851351,0.0512927090127373,0.0,-1.1362804608248678,28.86810175043543,22.238789506209525,0.0364932360361956,0.1117190064558485,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.8472295161834422,31.067733008295324,22.935699306834827,-0.0943994651766004,-0.0995821309432906,1.0,-0.6603445859794255,30.79207985757201,21.077859581395195,-0.217060736907467,0.0180554795915051,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.7649955178003274,30.848132926384743,22.072346738344663,-0.0083471209958583,0.0947802209247802,0.0,-0.8497477375634803,30.58003378856414,23.530883090370583,0.2853567060497684,0.453013891812479,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.6731089524179212,29.40542542425869,21.382612369091483,0.4725489748331,0.4993640170732025,1.0,-0.5261275258700469,30.14661954479769,20.55572646291633,0.381643004538174,0.4652720293387989,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.5344174272530224,27.846755389830427,20.091512994146967,-0.0030282411123932,0.083569832304505,2.0,-0.7264644382103131,32.81271498738671,22.8651131439209,0.1316414487562984,0.1601315126321617,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.7238940719968083,29.681870516794184,21.401073402305705,0.0695880408147472,0.1217563415131104,3.0,-0.7509417502524833,32.825750393010395,24.05837393308941,0.1013442607015525,0.1585544639390891,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.7047173650348331,30.711572498621404,21.84823802204875,0.2273411578176093,0.2712714969071432,4.0,-0.8835491195760199,29.06268148217588,22.4886256669697,0.3426249696365586,0.3734516510915642,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0060414679101914,21.67464136083284,17.824688961474926,0.0027450341510974,0.000905232358032,4.0,-0.0401854560999774,28.068978113834383,21.8823001620644,-0.0054320479027537,-0.0130211182842761,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0058902485457223,22.74570999441677,18.24522628685097,0.1838880906852107,0.2119034045636234,0.0,-0.0130965364019193,24.031122769908382,19.572099127518506,0.2009356868155074,0.1154393259656417,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0202493440468156,22.961915199461927,18.73773738514293,-0.1204855632858166,-0.1171973894436328,3.0,-0.0086868400336177,24.47381695121394,20.86815471046849,-0.3020628122243991,-0.2675347412189517,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0294766955890373,22.306866115782668,18.82445144058822,0.0680956893117674,0.0352695902465305,2.0,0.0035189041969087,26.71798318307768,20.73464941727488,0.1366105006852496,0.1112813218076375,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0087566243499139,23.741640574622352,19.3691176714216,0.0820058243230862,0.0445764961786411,1.0,-0.0680036392495742,21.161182073788627,18.43712971335963,-0.0902017217484772,-0.0060181639129007,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0005917203614345,22.782457779490755,18.486495592191616,0.131680692386129,0.1201553858104051,2.0,0.0002959039598484,24.20334620835253,18.959437440571023,0.0696271064790265,0.0381879855564066,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0003971017944056,22.876740520449776,18.5986378320471,0.1713366845778133,0.1608446180492552,4.0,-0.0021781604172259,23.849230542854723,18.338779373168947,0.2572449510725017,0.2335175360501334,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0005428103836231,22.97464685788028,18.957321164019696,-0.1095217925041764,-0.0823135694821574,3.0,-0.0032122956503162,23.513234301117016,16.88042559573525,0.0739316620958416,0.0853531762507516,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0005067542426017,24.145460521510024,19.62632977076939,0.0910723171955359,0.0903988217159967,0.0,-0.4154138901090067,18.606292482278167,16.30030491879112,0.1187587170975023,0.0537257905678958,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0107141437916318,23.420669395446392,18.74753446108335,0.2129153109653749,0.2109827824169675,1.0,6.559954095830545e-05,22.051211573843336,16.26361977828176,0.0429788833522785,0.1270449200347727,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1584487330484104,21.55380562053764,17.318239010897553,0.6231526811311737,0.6688492175990957,1.0,-0.1832245914007197,21.623122989644592,18.892539793315688,0.0233550463917226,0.1879327952750605,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0025633960830302,23.142042617436385,18.66914228365019,-0.2216314247694984,-0.3623049885028706,0.0,-0.0062775897204949,22.99538538215721,18.97941884492573,-0.4594049051973355,-0.632502852073158,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-2.334645073043262e-06,23.05969163049519,18.458129934335687,,,2.0,-0.000778631073389,23.148806631428137,19.253248194644325,,,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0006254452849514,23.8481495898515,19.10097990060781,-0.1012568040701252,-0.1037003474738506,3.0,-0.02608545803777,19.64692947041796,16.65004594903243,0.4071908368311244,0.3628504623611246,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0089542569804099,24.19841243464814,19.08864384638799,,,4.0,-0.0034129250246992,18.19044339965109,15.14961284436678,,,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0034055522635578,24.005279728381296,19.8543788483855,-0.0232667289555098,-0.0519300228607935,0.0,-0.0541755210133041,19.272107566367342,14.85207383808337,0.0910314453563994,0.2007878323667797,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0004692884993229,23.01934078867003,18.510418830970664,-0.0032545509015825,0.0254155282799092,4.0,-0.0402615305395046,23.510359042688467,18.236328767475328,-0.204728630874992,-0.1708064339643287,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0037418972484513,24.01396247077813,19.66278320807915,-0.0781670578762508,-0.0476636013028299,3.0,0.000449515818339,19.02769960710566,14.651170943410774,0.0217611136026266,-0.0259328154064996,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0015417481603146,23.445009209818394,18.95468726220069,0.1084269081020993,0.0954158404292546,1.0,-0.0196706166180788,21.55542911281724,18.38799088729056,0.1136837649480453,0.0961812014443593,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0001536506407671,23.26673118894646,18.656898467819413,0.0407653480269814,0.0608870941243732,2.0,-0.0281334036836156,22.38503263585191,18.229681629381684,-0.3753107435112008,-0.3535397745924061,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.1411474837977944,41.59242566395007,34.33932785579137,-0.0178050392240003,-0.0086383224108443,4.0,-2.274249050304694,38.599793921379415,32.170917038164646,0.1583489785870102,0.1977240398293029,4.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-1.943638552627264,41.10071904272106,33.39984496376731,0.1532490656790967,0.1731492418878135,3.0,-2.5181876881037297,35.35749322315392,29.91534596894917,0.1437644357398899,0.0556953714848451,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.6396438028309595,45.35655103853144,38.62631253279649,0.0004781826865827,0.0012206662241836,2.0,-2.518508884061857,32.623006837162755,27.598660757165213,-0.1378407369496821,-0.179560126928548,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-2.0360627299081457,39.41918351642684,32.280591550059135,-0.0334629526536245,-0.0195398238812909,1.0,-2.2403792590783405,44.12876904013962,36.69554550170899,0.244296379344673,0.1705875916402232,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-1.7836730279855946,38.89660149029488,31.159950063631133,-0.1079075633689991,-0.0989856722530282,0.0,-1.9908016580168,38.20723309723216,31.17203649219714,-0.0250380818867593,0.0670751723383302,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.720029308133491,37.53761155626742,29.88249662275438,0.2015803674749428,0.314487616323049,1.0,-2.465429068786636,43.72374959494666,36.88324892546001,0.0943040255288465,0.2802877055166651,1.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-2.037222020700654,39.526815776640206,32.376783774735095,0.1267777340142177,0.1301678427101491,0.0,-2.327080640323374,44.259986373726406,37.02079436653538,0.118123925469724,0.2563444561464973,0.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.961296144838501,39.95276208992017,32.51576639893767,-0.1854718855734559,-0.1384419106533551,2.0,-1.6436783454733748,36.110496522701936,28.467731437683103,-0.1315648227196772,-0.2695480414819658,2.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.8740740705265595,39.935309119758784,32.264204751547275,0.1624643843193244,0.2348134169446781,3.0,-2.640715661775249,39.99242320334305,34.081993653146846,0.2759402519830696,0.3020196867902461,3.0
random,immune_modulation_TLR8,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-1.9573297338686395,40.16351662558756,32.6618343467217,-0.1661740996039747,-0.2696445285357701,4.0,-2.306763427106832,39.83689896708331,33.24704795034308,-0.3306955077666514,-0.4213394513544113,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.2104774250927823,1.0884283526874037,0.8708547890186309,0.1042727637630906,0.117209791413822,4.0,-0.200079794738258,1.1435912851624743,0.8787609211965038,-0.197546339870344,-0.1326379593117183,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1035401655925749,0.9371246598390064,0.7756434319624259,0.5889993109053812,0.5645179597747448,3.0,0.0712974330691137,0.9920934233729484,0.7981464579187592,0.6471256706442524,0.6637748051327917,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2511621229751196,0.8800737727831809,0.7183205089830372,0.5881009334163017,0.5914147363305715,2.0,-0.7646933183924662,1.0071353935304808,0.8486553165187007,0.071625511784261,0.0119664448138139,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0112495274367284,1.057596093630916,0.8889455603867126,0.1342673954115304,0.1311147406745694,1.0,-0.1126867137041252,0.8362808304346135,0.7098289784845315,-0.0960000451036935,-0.0393556323699762,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.4825288331226041,1.2628745058343709,0.9961845343112944,0.2211674929385168,0.1745942713943346,0.0,-0.0623051544445458,0.7798044738329852,0.6611355603658237,-0.069840091444395,-0.0640396197029935,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.009891553094439,1.0727806874599355,0.9000586176663637,0.39557430377297,0.4188802718445448,0.0,-0.2454906084471684,0.8417007089490678,0.7200348185002804,0.0530126103645211,0.1536946943162134,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0003985570486403,0.9909073064558234,0.8354097843170165,0.3957947432481513,0.3931203713558809,1.0,-0.0117095465343819,1.0273319067936229,0.8572663258061266,0.365140024592408,0.4356022254237698,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0169985127118985,1.0335441649071204,0.8490939632143293,-0.1481164884775326,-0.1356969085234525,4.0,-1.5057732631641847,1.106393997355393,0.982922360713665,0.0933746981165565,0.137298013461581,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0165081084892118,1.0219729891164029,0.8470302256831417,0.3660794478451393,0.3550335695819225,2.0,-0.6626962065115807,0.8777292433267417,0.7696178846359254,0.2373613978079286,0.1710980097360192,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0182995922574531,1.0007460560740995,0.8082594075972034,0.2990503175648854,0.2352300424266531,3.0,-0.0602385734301424,1.0701711542487646,0.945877614150176,-0.0040753232383172,0.0154119740265053,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0154522878770408,1.0312944723845192,0.8707519641592482,0.5558894895709762,0.5364004609363311,1.0,-0.1224508530585817,1.0136285275858796,0.8472931472348494,0.3275935230362328,0.3380897815846499,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0197953984739028,0.9754871616982744,0.8143375468999148,0.5548662267896658,0.5648995765866996,0.0,0.0288762190075724,1.004205818342079,0.8514466275274754,0.4863619275643348,0.4033887715928906,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0195500439180817,1.0267691020908465,0.8522703509792207,0.2505828607498739,0.2956802681741288,4.0,-1.060433891320581,1.0993946431686086,0.967864161826469,0.2850889303904137,0.4371572975506214,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0114286585020695,0.9174243064952916,0.760405248466291,0.2483815998122496,0.0771079456255264,2.0,-1.318684399221481,1.2890667729717094,1.106912311553955,-0.077096584446129,-0.1435492116764568,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0234993444284044,0.972657680871891,0.8233941904703775,0.3695911159345373,0.3208672873520076,3.0,0.0093262752954469,1.123234503715288,0.9360182336660532,0.5065162856321419,0.3626177097761387,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1632423720450035,0.9420862523698266,0.7757955071833227,0.4910142430655738,0.4784191280277389,2.0,-0.6234321280466673,0.9268979080074242,0.7997436618804932,-0.1494136301588433,-0.2042134090443287,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.8635343003512208,1.4129462784361844,1.1908520012047454,-0.4220483053393659,-0.4057297907918255,1.0,-1.7882593049609947,1.4172924551268573,1.228439685790265,-0.2815472885493464,-0.3116100128375267,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2012533364509501,0.8132233067048525,0.6509746343050248,0.4875081056755271,0.4299269937904971,4.0,-0.4201244954004339,1.047094607317746,0.8773657850424449,0.3099860278749689,0.3378595798231123,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0667846553645566,0.9685898270534944,0.8112132017953055,0.4067891514740138,0.4109819223654771,0.0,-0.0784103277039083,1.0136459702012923,0.8616989570193822,0.2783028173959468,0.3103630021887762,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2890388517143613,0.8530381823019161,0.6790008065734112,0.5758734308325989,0.5687975539222927,3.0,-0.4630364867834444,0.888918838589712,0.7571890991210937,0.251961382088249,0.1312585567135867,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0035594320753332,0.9699849850804372,0.8218900334588414,0.3940848973359993,0.4022139208014894,0.0,-0.0482924602914689,1.0919640791936014,0.8718846601120969,0.491418016407738,0.4931918709239081,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0072711804306191,0.9892545640666072,0.8271266061220414,-0.4361410773334769,-0.4063426861838271,4.0,-0.3039283411976905,1.087761149538767,0.8857031546698677,0.0627586983072246,-0.0060508532261813,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0015325624019251,1.050398502329767,0.8854699843270438,-0.0201134380438984,0.0144273558949529,3.0,-0.2581373668675844,0.8958425945063794,0.7596295424608085,0.128161485697158,0.2094611933884126,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0007884982151356,0.9329536858420138,0.7695969727771734,0.0477918192684747,0.0027752670367869,1.0,-0.4782003611355672,1.297269545014736,1.0964247461465688,-0.2244963432943013,-0.3043830362795383,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0115567959122387,0.9779977170443852,0.8270356914770864,0.5816013868053507,0.536236517958925,2.0,-0.0079557645513952,1.0431415021670214,0.8468370513916017,0.5591845670185416,0.5639341911059953,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0106664703548541,0.9966962484476688,0.826966257265636,0.3152611937070124,0.3350221642742128,3.0,-0.648366808279341,1.0092606821218422,0.9078939588864644,0.2741527242458491,0.3323899465093939,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0036233761479638,1.0047168701456657,0.8529232896875452,-0.0504544446557087,-0.0351522465824153,1.0,-0.0611416027641884,1.0172675781295009,0.8003587493561862,-0.3878547879172964,-0.3584237199711719,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0004825175031308,0.9104345472130876,0.7435903655565703,0.0228749165288149,-0.2524725597713365,4.0,-0.6879899730001844,1.3018781117090086,1.112164439863088,0.2822318840344335,0.2042762340655009,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.025554791669492,1.01743488713677,0.8614984639251934,0.335696798831004,0.5243420955544261,0.0,0.0070271276188161,0.9229062175881716,0.7339814264433725,0.1583081036772017,0.329297124739737,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0230040521996655,1.0305233444238289,0.8578432365115598,0.3204049787383225,0.4940934143417125,2.0,-0.1854690680394146,0.9027149645055932,0.7831283742076947,0.2391667085488501,0.4436372937349498,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0781848342749496,0.9857576255446244,0.8133517229292129,0.3971879140980071,0.3972406128103405,2.0,-0.7145991930969049,1.0310987051576035,0.9057463231003074,0.276896646771413,0.2514950677450663,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.1979211417284256,1.0207145099326247,0.7999258077712286,0.0047478916185014,0.0168313755201198,4.0,-0.2968387805497174,1.3442492086117497,1.1156247766282823,0.4057756407882712,0.393187734568125,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3290292002273173,0.8244638354504141,0.6450389251891215,0.587678303682573,0.5555336759443781,1.0,0.1045248003818061,0.889258304925935,0.6970013472693307,0.5760605741421231,0.5873204918088719,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.2354574429879785,1.0808634092421976,0.8606319126250251,-0.5460431472888198,-0.469119396924366,0.0,-0.4378192180856384,1.2339182182031168,0.9763690066337584,0.0679663566964454,0.0433711548486865,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0838542221382449,0.7895155926216211,0.677229395667426,0.4120881258327867,0.4053333635292034,3.0,-0.2410269834347149,1.1722762627069512,0.945723665075482,0.4435793467054414,0.4922583782789668,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.005813181537658,1.0346311444149745,0.8630065565301268,0.4172335890235172,0.4155995282671164,1.0,-0.1058529958884424,0.8632046763274861,0.7477298049039618,0.5871689734100021,0.603209364220795,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0010003775513016,1.052822752554601,0.8863893229296418,0.1542969182658408,0.1174604884891719,4.0,-0.0214399180335402,0.8093133713462465,0.6703016827901205,-0.2002541617601262,-0.2688012662597102,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.020106856814138,1.0625352790764178,0.8960408858595222,0.2579100159218653,0.2658500918295656,3.0,-0.3379415310502669,0.9149317836442112,0.7756863391145746,-0.3620011397291937,-0.3281579818602002,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0055977240517557,0.9683661546430952,0.8063605891918313,0.5254397482487099,0.519416128948976,2.0,-0.0062145166422824,1.0868789134886343,0.9196214972151088,0.461657977879107,0.4238586768192341,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0170124228673897,1.0574641905965771,0.8861519838499543,-0.268098309159212,-0.24348378965954,0.0,-1.0962081021608143,0.9479729370576544,0.8172480010986329,0.0347943407589626,0.1971001381791978,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0937093609320716,0.8836433183646832,0.7154158911906497,0.5544845392554076,0.5440661294382891,0.0,-0.1381977996650891,1.1774921349229228,1.020178610038757,0.572861119609745,0.4344664040663784,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0035614562376675,1.007297095238644,0.8591865717131516,0.3279627806218972,0.4030011925559549,4.0,-0.0091975411575393,0.9958441064201962,0.7999325650803587,0.2336365641797186,0.3914914270601625,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1833616708541218,0.8764482935679232,0.7254737872396197,0.54522914172685,0.4850989847814227,3.0,0.2349779532296475,0.9481242580660352,0.7724489872272199,0.7125255014450929,0.7738396913111758,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.2309598533359923,0.9382072167908192,0.7784278213088192,0.6023894113529803,0.6273891547733047,2.0,0.0274091665071041,0.7548875372650575,0.62489116216528,0.5210126815993537,0.4609092194292919,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0551533441192504,0.9537097484927108,0.7919707983648274,0.4316626720144748,0.5830873382852503,1.0,-0.010060366089664,1.042071800332289,0.8622677037239075,0.5403704450241654,0.55399975556736,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.3348499353168377,1.2261515531447835,0.9957096434014988,-0.1057333258457222,-0.1204379509394374,4.0,-3.623833280275148,1.507795774726518,1.3405843950418328,-0.2017747180638522,-0.1700616354177481,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3818259555482488,0.820021166189429,0.6555374848047893,0.6288427592868391,0.6386440164337003,2.0,-0.0067821886902474,0.8614260677622021,0.6982388918859916,0.2238741288974015,0.2163160804962348,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0536645037499992,0.9640223634517552,0.8002344741092788,0.2657692905654225,0.2559028655648009,3.0,-0.0092272896401455,1.0154878896373454,0.8439943285783134,0.2618152720692689,0.3262946481845681,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0440819701438117,1.0205091263467725,0.8403623228621997,0.4395093463065591,0.4210991999330412,0.0,-0.1007284985033309,0.8789730448092596,0.6855867662969626,0.2336806255564014,0.245715900350137,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2190360338413618,0.8813527295786956,0.7222285680272685,0.5557285162692577,0.5247698101531181,1.0,0.0386216948142043,0.9574884771025411,0.7673480165415798,0.4804420367676824,0.457686037719852,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0145238622975785,1.03299391661396,0.8713648496716228,0.5265939015215442,0.520965462508242,1.0,-0.1836679287814067,0.853325709485548,0.7118351489741629,0.4687481238738842,0.4014461854201742,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0006525387918689,1.0359828852199773,0.8726460803019536,0.1919579060395179,0.1697423946856068,2.0,-0.0178787397989752,0.8449915019172908,0.6859010967455412,0.4554178891913442,0.4632304689588948,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0009319989431335,0.9509478921454064,0.7911161839147532,0.1188481066737547,0.1485103743880061,3.0,-0.2360974935817188,1.2588103163711883,1.0575102067762805,0.2496694437126542,0.2983765266757778,3.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0036499318114675,0.9280843989315812,0.7658862451657856,0.1646566704150589,0.1912012950227958,4.0,-0.449388876473443,1.2522101503245513,1.0534675750525102,0.334249804443083,0.3250177311977311,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0114067140685314,0.9976969646927822,0.8284518685861796,-0.0949072992898185,-0.0204288382582617,0.0,-0.0124095081170811,1.0238293319290583,0.8484266893831017,-0.3836227834937323,-0.3426878761140993,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0025968083901801,0.9090098798643492,0.7291828760446286,0.2307558334198469,0.2555608779503908,2.0,-1.894812881116367,1.450072756534477,1.2745149426582534,0.2381965733398313,0.1302166833727071,2.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0109657163166905,0.9279773206383404,0.7581160165656428,-0.1509572068246756,-0.2987336136730408,0.0,-1.5742757171953374,1.4574665501918238,1.2835226495804328,-0.1044663260756977,-0.1274749581773318,0.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0130335501191178,0.9527016217534724,0.788249107201894,0.307109126261617,0.4115776890405236,4.0,-0.4930609662214706,1.2030860492206523,1.0027052558792962,0.1147726284377047,0.2968533867533444,4.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0072833367173448,0.9336413615094152,0.7643515306711196,0.2811541008144045,0.3918072269550158,1.0,-0.3291766628926942,1.152069852847695,0.951409475273556,0.1967626312726509,0.2396824587719631,1.0
nucleobase,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0164958838143907,1.0289775873417313,0.8613948918024699,-0.2780457069343847,-0.2345751770992621,3.0,-0.0121961716229612,0.9384600981666966,0.7768373571123396,-0.1828520509502592,-0.0993142075191947,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3622330297368864,0.7945805538873125,0.6173107842655925,0.6180996785896752,0.6054058144143328,3.0,0.2692801063602347,0.8761150190039233,0.7238801584745707,0.5194555341896647,0.481396369702381,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1807372371314025,0.8678018033441294,0.7248220420193363,0.5492716075134962,0.512283581723203,4.0,0.1123595196289174,1.0923012746640397,0.8986261962589464,0.426999251045191,0.4288684639380838,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3176805188723806,0.8348937958615305,0.672384655785251,0.5928352609468919,0.5766140462637693,0.0,0.2702822395748248,0.8161674000763937,0.6896670869777078,0.5677123635131025,0.5405701162547606,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.385653928273508,0.8075495489926443,0.6429702567125295,0.6302344821398445,0.620142379697263,2.0,0.0347074428977752,0.798387489893269,0.6588387488064013,0.412632281162151,0.4022541998689271,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2915818145212322,0.7890987052694162,0.6300980337564047,0.5835523102923191,0.5594166853479827,1.0,0.1849323535009585,1.0767868444923785,0.8871325967186376,0.621194578984389,0.6192065746906816,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0199753385705983,1.0170396534406967,0.8581259811079348,0.0662527572543284,0.0606686174503402,4.0,-0.0042768933568568,0.9803030244606328,0.7414081884685316,-0.1053671111562887,-0.2079229603170092,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0223581967364516,1.0040883735289623,0.8449623434264938,-0.262035067153254,-0.2317589798747334,3.0,-0.0107843408424788,1.043230448895191,0.879913346892909,-0.0067932587902726,-0.0837117690151603,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0422225344746198,0.991884763085758,0.8332286690427111,-0.4674484436186125,-0.476546256880216,2.0,-0.038711531036615,1.138351532207899,0.9755455017089844,-0.4487383158408506,-0.4938447236149261,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0150555015534279,1.0293601100834633,0.8601976792224041,0.1601957238577564,0.1021756060915316,1.0,-0.0016214804769825,0.907640797846954,0.730001123327958,-0.033543569589907,-0.0175093019214323,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0244115183967856,1.0701259811605344,0.9165591172428874,0.045000969762677,0.0696846451677433,0.0,-0.3626022372825859,0.818415785632102,0.6501880911776894,-0.0310880953041976,0.0244022542357918,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0063348636879763,1.0318733345048972,0.8670241981976992,0.460039046484312,0.5211217476915337,0.0,0.0036844858156019,0.8838177341054712,0.7540215871208593,0.4683256122663443,0.4672174090435372,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0029407795604485,0.9945323512364894,0.8284058123749573,0.3301226824979159,0.2765531037490942,1.0,-0.0369573240718295,1.0503202609237052,0.9220901060104372,0.4889263620836546,0.4984353341358921,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0027409998297253,0.979702076732502,0.8079478676907428,0.5298428728327473,0.5240685039988098,2.0,-0.1399697559838866,1.1162796144599858,0.922349301639356,0.4843524557066486,0.516251487064854,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2706203772732163,0.8715004106046156,0.7227462478427145,0.5817078034845706,0.5777896569576911,3.0,-0.0328118887263351,0.8761076557639368,0.7227728498609443,0.3324760554197561,0.472239482832433,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0027610621839017,1.004391543366222,0.8369173301969255,0.4843876079548438,0.4658147909459214,4.0,-0.0242725881392547,0.9958965948313602,0.8708010143982736,0.535590697017572,0.5021695605076215,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0943432255291215,0.9535218247862356,0.8081459171121771,0.5437833499694142,0.5472946444581566,1.0,0.0744283290419002,0.9642348562224186,0.772674086470353,0.4792570937331832,0.5304224150823915,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3368226104307511,0.8093540292846434,0.6353882089837805,0.5834876953687944,0.5881468656973425,0.0,0.3389342823198168,0.8053824191151842,0.66291309557463,0.5962300977898826,0.4330743236068444,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3175720247645149,0.8530564031262272,0.6758048605454433,0.5832958147391344,0.5640664194048828,2.0,0.3004282939470869,0.7065477811117408,0.5634657418100457,0.562377255786497,0.43554388529563,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3015979927062845,0.8651875318883145,0.6909698054078337,0.5655926393124825,0.5374866309697636,3.0,0.2082978960806494,0.73199118818738,0.5814573649356239,0.553151994408599,0.5200787832366779,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3176733919236593,0.8397222610177986,0.6663240691284081,0.5780253730561323,0.5452935359192329,4.0,0.3212837855273898,0.7596104604324913,0.6054778203211333,0.6154554932517479,0.6707884236116767,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0118377946149992,1.005490503300884,0.8386074467448444,0.4516003635782427,0.4370524506083602,0.0,-0.0242943757095006,0.9561161253268416,0.81026097824699,0.3752247549795369,0.2279741764147225,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0239878411245438,1.0026632123024706,0.8330603782232707,0.5438691977382052,0.5636666542915145,2.0,0.0155725119887673,0.9395230030829044,0.8027867899442974,0.3755361080713927,0.3477785094144502,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0251578594451532,0.9879627305602154,0.8210560949746664,0.5494427580473573,0.5579093682929401,1.0,-0.0327048930769457,1.0028838261327253,0.8426254666479011,0.4955383115427262,0.4720626237029278,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0045744003482309,1.007848297939533,0.8408727474336499,0.1962075419189539,0.2011237802385005,4.0,0.0061626193922638,0.9632519690063772,0.8052316251553989,0.2789158142447029,0.2652659241097002,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",-7.275483524860071e-05,0.9980335731892102,0.8288475574765887,0.0856120742375797,0.0968242507473279,3.0,-0.1286555485460998,1.0181558612602923,0.8861343760239451,0.1638309399653499,0.093909049649226,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0294055267584475,1.002802023284444,0.8327666890156732,0.3865417503977139,0.4206104969932505,1.0,-0.2450539315849684,0.9348929114931164,0.8132381298667506,0.2750785129487333,0.3099481362499497,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",-0.0028892725114204,0.9845478586696074,0.808706125408024,-0.0575807584142489,-0.0838986872279307,3.0,-0.0298914174269742,1.0850094731970912,0.9576429181349908,-0.3637865737771906,-0.3968334619978428,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0240222834625987,0.9841799945869176,0.8113606574318626,0.4018833059309905,0.4726571343922081,2.0,-0.0243079288887824,1.0221832012203589,0.8772562252847771,0.3694302738938942,0.4717645102786413,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0217635906494482,1.004321928297213,0.8411653570076087,0.323497683657442,0.3771963256671875,4.0,-0.0407051021146851,0.9382470022574684,0.7797343954287077,0.3455042649778118,0.4896720112277399,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0212464121074078,0.9938647713547992,0.8204869072777885,0.3719712753513545,0.3724920280923152,0.0,-0.0104703740299185,0.9781492982557832,0.8590358912317377,0.3969544398941981,0.4139467227012231,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0226874828875882,1.0102003036134168,0.843582487911373,0.3403345214369835,0.341611600750207,3.0,-0.0703894911243008,0.9300037785234628,0.7509151933067724,0.1192910061356144,0.0984952133654318,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0290236446623034,0.9954198134092772,0.8227445732773123,0.2749752896669798,0.3060739316691609,4.0,0.0258049496631577,0.9488862249485064,0.8116923026034707,0.3137037239203728,0.3136525350059197,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.0645633434341315,0.9742691247429875,0.8283238090168346,0.6372126381855003,0.6205578798572434,2.0,0.0205133011490549,0.96919793346807,0.770021420779981,0.2662631401179492,0.2559501016032156,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",-0.0073687420860935,0.961417550847074,0.792187890603945,0.1574911072753341,0.0860047580128886,0.0,0.0162550223399704,1.1535466759324795,0.9808464438036868,0.3019438801074454,0.2595754009852347,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2946956038216816,0.8449943682767334,0.6972556889211977,0.588746489143921,0.5762222324913268,1.0,0.3447795438687738,0.7975752727054033,0.6610264041549282,0.6175253906710959,0.5813088237915544,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0254385374449803,0.9818459661519556,0.8260785196353863,0.1742050975614584,0.147053725638782,1.0,-0.0078044108958448,1.101582226818493,0.9289896736646954,0.3446522443305575,0.3755745262147241,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0038341184423762,1.03450756715647,0.865455646329112,0.3108758550573592,0.288263089165581,2.0,-0.0209640971979672,0.8401945118686297,0.7122070545899242,0.4828583373490581,0.4926410249754924,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0074883445141289,0.993687618085413,0.8261118979887528,-0.4102472028520156,-0.4374931204564071,3.0,-0.0655880621663627,1.0668950647078776,0.8817742325130262,-0.279091847856578,-0.3010670355203367,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.0026650486413002,0.9645418798234954,0.81226888600882,-0.0199362281383346,-0.0389610923353759,4.0,-0.0201988428899726,1.1508329530251602,0.93092273812545,0.1372905741363136,0.1166557240515431,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",-0.014143282730004,0.9750059161429866,0.8158376178493748,-0.1852588278590605,-0.2377901567578856,0.0,-0.0072757654942026,1.1317055023743985,0.9739591525730332,-0.3712716759636655,-0.300317398023043,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.010030652473548,1.0294977775077252,0.8655995873661785,0.1324088325526729,0.2340122352532433,4.0,0.0024642980846288,0.894036530355833,0.7600220045290494,0.1292503269046089,0.1924643683098175,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.04617240620839,0.9983593183171262,0.8114129394989509,0.4699119536753504,0.509508522389002,1.0,-0.0277577837087996,0.9134385175755256,0.8334007510386016,0.4075508849573431,0.5121245088188381,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0108971523116533,1.0075043610034655,0.8307665261355314,0.4303551746231441,0.3639835707197147,2.0,-0.0055820451255104,0.9476790759646272,0.83587957231622,0.5240627076099632,0.4694088994321473,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.2021027467003595,0.8715892309526044,0.7305079634158643,0.5618949172731651,0.6074884948453598,3.0,0.1546569787300847,1.0125715261024846,0.8274538795571578,0.5001234046134296,0.5195682519792014,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0758687788523045,0.9365714402882483,0.7743128634118416,0.5365296835062289,0.5224024702766427,0.0,0.04248877304546,1.078836341738262,0.8763464769564179,0.5769763883881643,0.6148695608852797,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3625469531110347,0.8264920363998364,0.6618436078282145,0.6200447120320214,0.6070331320853813,0.0,0.1943109230936462,0.7608471115149003,0.6244442229521903,0.4503680904875602,0.4171591182781259,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0672522938509915,0.9524828430124388,0.7863780923013564,0.2979611617910445,0.2597168212073102,4.0,-0.10995214142821,1.0817655480067694,0.8778489971160885,0.2576095549259016,0.2710807150068608,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.021914332736596,1.0173132635725035,0.8422802512676685,0.0487100497101044,0.0827863015137856,3.0,-0.1339914047309267,1.0470716255358592,0.9004814933475697,-0.3160585042505194,-0.2704536849454984,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",-0.0315340818141121,1.0332794136764891,0.8696924428815965,0.1663471712121629,0.1199728584486793,2.0,-1.0051817290917953,1.1692035530913132,0.9872691961338644,-0.169349975839286,-0.2286058232117012,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2841206587512016,0.8395932872233636,0.6606151724790599,0.5582923075784836,0.5647205820298461,1.0,0.2546843039672215,0.8947190447423958,0.7171158922346015,0.5441792355113818,0.4889205019081519,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0026804116151563,0.9664267335187398,0.8053656238704532,0.5743164743423982,0.5476548410751768,2.0,-0.2227484894272078,1.175694534627332,0.9363036170758702,0.5181891139053612,0.5581089987456564,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0118367485147095,0.946078147271771,0.7908281992627428,0.4889741225956509,0.5105502949215129,1.0,-0.1799935744009002,1.2103522731680088,0.9858111692729749,0.3760920111933782,0.4049898785949128,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0127506718742961,0.9741841902368424,0.8111326018866006,0.5609295274394,0.5652985032175607,0.0,0.0126053591820604,1.077972042912284,0.9100035147917896,0.552678500527643,0.5009574883024888,0.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0148997626152804,1.0360965041105097,0.8761840070996967,0.4820083241520052,0.4997539689994139,4.0,-0.0430941795178454,0.8019029084269068,0.6548563121494495,0.4837480182966209,0.4796410065948448,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",-0.0035231682828467,0.9673046307980184,0.8133497272838245,-0.0725050089812114,-0.097929137792849,3.0,0.0003447828700984,1.1355165976883543,0.933338269685444,0.089122412623285,0.0267016854301843,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0080453009634419,1.006959313405771,0.838684924175213,0.2349760719311398,0.2691009944589693,3.0,-0.0292058050125507,0.974223023952492,0.7923908790789153,-0.0268866975905692,-0.10085519442162,3.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0307534188597081,0.9895885759969292,0.829692219511255,0.3300929221598958,0.4337590531678361,4.0,-0.0812499156374921,0.9847002961852312,0.7881451876539933,0.3124504350728083,0.294352950309968,4.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0188294366337061,0.9713263938468246,0.806879860952303,0.2201302894807514,0.3635066808605221,1.0,-0.0394330968894132,1.0891782739542568,0.9094919701626426,-0.0370133239043748,0.1103435065144499,1.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0427555321628667,0.9582177502557552,0.8049574031458272,0.4830079944899473,0.4708634510990991,2.0,0.0163303596632459,1.068825590479289,0.8697220353076333,0.5703354860053869,0.576243863266002,2.0
random,immune_modulation_TLR7,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.021466133062409,0.9955546668745956,0.8189854521565623,0.3489048313754198,0.4414617941803676,0.0,-0.0161422124151311,0.986814073317956,0.8427544714275158,0.1959124181583475,0.2710478282031802,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.5191871881400436,0.1451865825566766,0.1119383112648809,0.7225214717876725,0.7658524013632758,3.0,-0.2719892402204926,0.1844725542916589,0.1584993697143886,0.4776400734538935,0.548495289588243,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3595754230533551,0.167890484415097,0.1403728853695119,0.7073323958795181,0.7530384159071394,4.0,0.4060629769534919,0.141104330011342,0.1127694528003651,0.6701584461313741,0.6552673014288912,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.5013784829975807,0.1469777685468459,0.1093011580933518,0.7341921507257824,0.7764522391379595,2.0,0.0667318389940697,0.1758951180304091,0.1332081442329703,0.3807986885366471,0.4003391209983722,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4841882403954907,0.1504374814652305,0.1147803445706249,0.7037919780991552,0.7551166703175994,0.0,0.28114211042461,0.1521006640971303,0.1180773717259735,0.6373973644732371,0.632609023853557,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4393467999036567,0.1594195769079755,0.1230374684164018,0.6631485967912212,0.7109278178248173,1.0,0.3695917430272429,0.1499748387756334,0.1327504138840778,0.7749542111224822,0.7980000191065565,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0364691215463395,0.1938856482085452,0.1678341506502229,0.5950529123164253,0.6424856144629252,3.0,-0.0564813289327714,0.2769225193647515,0.2219326563762051,0.5577421594828331,0.7355334068719116,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0919183294008991,0.1897946812454357,0.1626594745060232,0.6095545180538524,0.6541785004586136,2.0,-0.4789837794164284,0.3059521811695622,0.2437995191104349,0.3985695923068121,0.5294319677300838,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0520065571370236,0.2055449180597873,0.1749938038906361,0.5666975006335164,0.625490361647274,1.0,-0.0947253109073067,0.1727956918770115,0.1535299673633588,0.5176806329686687,0.5870095512201746,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.022674320070904,0.207490089629911,0.1768143158305966,0.5963473600735523,0.6625074278582089,0.0,-0.2523683685098696,0.1928689477090068,0.1735623111360808,0.325138491553039,0.3749799674573306,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0475672475159966,0.1924106047181391,0.1672126372521111,0.6075616996511232,0.6368173401826656,4.0,-0.0074671719769521,0.307819777056279,0.264077939937872,0.354790261986439,0.5356762643998878,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.07363371158483,0.1899866863094371,0.1632479043047115,0.3686488093514287,0.3760097313331155,3.0,-0.1114203719655504,0.3195616940099429,0.2670924465702194,-0.8029543356750799,-0.7499313427932687,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0081360094908615,0.2069679581110682,0.1767076728845958,0.3246504623610435,0.4006009773907008,1.0,-0.4457865847985773,0.2164351619605519,0.1939479317222301,0.3786557458381736,0.5291006457443537,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0124525825839192,0.2110957226288795,0.163952454350518,0.1269293007366546,0.0209657249412695,2.0,-0.7496459585158513,0.2421838790634344,0.2049794200641907,-0.4061492391024111,-0.4561501964925086,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0388389453968908,0.206621721181578,0.1767485120131583,0.3762896248974903,0.4825867433996759,0.0,-0.1306047794216502,0.2021459322131679,0.1747453191735268,0.4190863918545788,0.6184013270015077,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0128565034615228,0.2016382520536632,0.1695960543270758,0.358838193184558,0.5362034928453082,4.0,-0.4661197654681364,0.2282705312317512,0.203416778171218,0.003476842276747,0.0788962854810043,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.5484892235193111,0.1338306671883969,0.107611352181178,0.7510619886846095,0.7862666028431002,2.0,-0.1166160115212833,0.2658421090410124,0.2159855271654296,0.1852603677583013,0.1294273877174435,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.5479715638385831,0.1337073460487753,0.1026174333575482,0.7459125080148337,0.7707402128604616,1.0,-0.3176596250415238,0.3068598885496436,0.2423714751454343,0.4376891097368801,0.4460369069193614,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.5215403620704201,0.1464252251226627,0.1091871343968488,0.7340586570702078,0.7792591947082187,0.0,0.1719241846242816,0.1586192359350609,0.1320862853846658,0.4651053693769749,0.4460908029397165,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4366985501546307,0.1577079032005081,0.1144530491552462,0.6925626410332892,0.7291177440215443,3.0,0.2113974179137002,0.1514534863856972,0.1186630362403071,0.5766391510448184,0.5667851992902035,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3689010594156972,0.1646656937254655,0.1259802012789776,0.6445198307921194,0.6640963322038279,4.0,0.4349896194609984,0.1397508937069065,0.1199867572729069,0.7815386570405087,0.8274008373332682,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2033623218456227,0.1847335274324129,0.1558197892537441,0.6369471493264491,0.674121394253633,4.0,-3.4683527935859555,0.2134975045837227,0.2029781532304863,0.5805274060395273,0.6121023918487316,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2125404740242306,0.187822222541494,0.1592312196817286,0.6244777792952909,0.6677234665697175,3.0,0.1225617969178831,0.1584964938339016,0.1429127140946283,0.5189485776983082,0.5361300927629419,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1897064763617058,0.1891731153205821,0.1602381161955922,0.5955785519373,0.6382115901065281,2.0,0.1520570659938528,0.168901285244746,0.1477447355702615,0.7218408136110444,0.7745772690531444,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1720565758209301,0.1911980037907723,0.1501174648840979,0.6153348861979822,0.6842216867954098,0.0,-0.602350428253082,0.2158882112852621,0.1813104343965677,0.5417243104168217,0.5399664447132992,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2309366522485445,0.1611562651898316,0.1326790918194308,0.6886984375262338,0.699028888145801,1.0,-0.9931132100524562,0.2549017390247869,0.2102723474547582,0.4824205211711242,0.498516789603239,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0374669853033153,0.195110304997547,0.1692871076198632,0.4404198995996407,0.4454994715559786,3.0,-0.3029199840144323,0.305138759434895,0.2412762220480471,-0.1782630050245278,-0.3032888899595221,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.036376932959209,0.2062964838141145,0.176160498593488,0.4427952926018096,0.4955498492855692,0.0,-0.1825617862036286,0.1994626396104154,0.1769682463522713,0.3769659390223236,0.3427467621423852,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0132704833751793,0.20848593563185,0.1786603472999251,0.2649553014227078,0.3167379815526577,4.0,-0.3557079294663536,0.2006685599685685,0.1800709424546097,0.5676254892567163,0.5928071718947127,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0256402663450412,0.1963053132564273,0.1696124434025483,0.3024819109207143,0.4460875641307835,1.0,-0.3060012547706092,0.3054993571408305,0.2410793842279344,-0.0794222535410195,0.0159724993890367,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0412074734270229,0.1947308280482583,0.1694691696575357,0.4582877259266647,0.4367603168086683,2.0,-0.2851409330951511,0.3030497163634711,0.2395965398752122,-0.1658163691051236,-0.3626869214029801,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4367225080633861,0.1574538505919736,0.1137594727434899,0.6782635192836173,0.7250402806318794,0.0,0.0989717387194086,0.1737958286708934,0.1314905623281441,0.6517699539439104,0.6386275328446892,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1915018039093469,0.1888081112263078,0.1352841137488935,0.6871891238983442,0.7356991430895129,1.0,-0.4711084596123174,0.2217493116071586,0.1792590063718984,0.5509778682170846,0.5488744958343607,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4040576363371686,0.1622128118951952,0.1173387283672671,0.653832476645672,0.7081781040647838,2.0,0.0823300000240931,0.1633779508858512,0.1263448491689499,0.5867908020630979,0.5851821998982863,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4248574226278213,0.1591796327791797,0.1157953434268884,0.6652454191541849,0.715193209338254,3.0,0.1608628522488322,0.1524693616600963,0.1207462719422103,0.5497980793742622,0.5340311045767087,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.5160450758141162,0.1385555859944819,0.1045362153912219,0.7439424470770868,0.7769285102178923,4.0,-0.4507942227898649,0.3030224163170675,0.2480590185968562,0.3345148096816813,0.2894230769230769,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0207327267147899,0.199590275566208,0.1681656983060347,0.5467768427001504,0.5960340296935834,3.0,-0.5278392932690099,0.227046321116584,0.2041496888354201,0.7534735348878385,0.7750602126965415,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0078585968958744,0.2008979680484215,0.1693397097520253,0.5428746474406709,0.5283624574668896,0.0,-0.5671016490269856,0.2299451297216773,0.206541407958457,0.6100384717623659,0.6448025155619145,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0226884089889974,0.2039934110023032,0.1715044523926081,0.50027893030054,0.508269118628397,2.0,-0.5463687291895825,0.2286263801358138,0.2054131042449225,0.7668003100661888,0.7581492074105204,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.051333855194348,0.2027322511120356,0.1735110986354188,0.5709187833189613,0.6274782096539281,1.0,-0.3018629178411371,0.2077462481317558,0.1841684093860527,0.6075410864095993,0.6468862658208121,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0571738256194528,0.203193276740191,0.1731444112954674,0.5830829294580167,0.6525886087492557,4.0,-0.9274579923557668,0.1989096628885548,0.1859588408579355,0.5086468789424567,0.4277095364141755,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0294576999846536,0.2050564223399483,0.1747618563245688,0.3471389718432831,0.4340396293135868,4.0,-0.4157692369570167,0.2166440652835762,0.1928916530650488,0.1913232689899206,0.2438384198099976,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0794861244587467,0.2022055454989085,0.1706473568865706,0.3833201472689185,0.3670178392179428,3.0,-0.171494082509648,0.2057688581175839,0.178082005193623,,,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.00246087309391,0.2097230136251666,0.1692721475405719,0.0987662970988532,0.1874677402974115,2.0,-0.4366017075912809,0.2191331708477305,0.1904597342401975,0.5554014556231766,0.5566458632261685,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0270931902767459,0.208344556503139,0.1774107508846248,0.3164565169546538,0.4576393707100499,1.0,-0.2179663373728169,0.2058605765079406,0.180454948243915,0.0031240285926601,-0.1361003053630442,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.008712224360856,0.207236389326206,0.1778699110728672,0.3466584452580192,0.4488304058264404,0.0,-0.462094114379828,0.2201599030366958,0.1964405636913989,0.3195934525353275,0.442442354790434,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.5187394662254537,0.1468327656655463,0.1140980555047225,0.7223195852022161,0.7727950047476249,2.0,0.2185812954668028,0.1495730298311596,0.1184705053648876,0.5397538746884609,0.5222399146353133,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.5060380810714903,0.148778433375712,0.1105641114317716,0.7175897203299036,0.7733752899209732,4.0,0.1652585387645276,0.1592563638738061,0.1273279111504704,0.4419461097324287,0.4581425246312747,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4328163398779332,0.1453761858008374,0.1173614998735066,0.6638615992768622,0.6772907805848531,3.0,0.4454795798109692,0.1658390877778634,0.1386863017940623,0.7601660543591652,0.8359963289801207,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4622496498286069,0.1544540793682483,0.1152554386546008,0.7023535161334167,0.7429821530559586,0.0,0.4213619321789245,0.1205633662074042,0.0946010260161567,0.6677890185675688,0.6789999112640889,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3783506768547204,0.1590235667092605,0.1246717354774822,0.6271252421131739,0.6386423281234347,1.0,0.1304456069115824,0.1712868444237831,0.1513776476731174,0.7437699831923239,0.7712830118049786,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1483378500219426,0.1939420158012379,0.1653240782814866,0.5866212290787505,0.6401304143711363,0.0,0.065966680598927,0.1772681963991905,0.1558758614430101,0.7205148538961959,0.7759062891128045,0.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1951813127154772,0.1878397462966162,0.1605666086685517,0.6259044193754155,0.6804813557063851,4.0,-0.4754570141945464,0.1986796211072236,0.1753555116968996,0.4369767273670146,0.5440410512315315,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2450734680669531,0.1715079047566944,0.1476597046526784,0.659209227227425,0.6952132986012463,3.0,0.0313770514731365,0.2983272434580952,0.2539628753503132,0.3398713701752798,0.4798534575714221,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1836554564982871,0.1908237887940486,0.16279063482826,0.6056969849302016,0.6565087234164917,2.0,0.0241672037609889,0.1646691163365122,0.145844886539656,0.5974531684338622,0.6436700103288238,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2261997178245939,0.1749390776282327,0.1508243352767624,0.6346014936874441,0.6717065653370933,1.0,-0.1744247078732779,0.289701733113306,0.2293439208142257,0.4519092456811564,0.5794131516884115,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0526720943290148,0.2025892081772855,0.1723602986663415,0.3749024718628336,0.374384763675112,4.0,-0.4157843616085805,0.2166452224839039,0.1937930177908434,0.4204852699531918,0.3507292963106692,4.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0603177684134986,0.1955146319855933,0.1631681230239974,0.3960156435841379,0.4567661131786758,1.0,-0.7873961037096893,0.2455760644739991,0.2219032145480755,2.892820909168592e-05,0.045488280011692,1.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0565442073737562,0.2021747521357434,0.1720615676333022,0.3771420973358343,0.4522559327806192,2.0,-0.4232104119540663,0.2172126514830527,0.1939997286862128,0.2532274288627751,0.223034106369642,2.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0172437525930899,0.2045608510222936,0.1715004308687284,0.1962710794172537,0.3333552336592786,3.0,-0.4917765532995151,0.2245544672437106,0.2011866675289524,0.2559871252543229,0.295203045326749,3.0
nucleobase,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0080539113723466,0.2091342459137194,0.1685922325044522,0.1944723067031289,0.2069183926734215,0.0,-0.433599549747554,0.2189040828467846,0.1902486930338144,0.3725672531439494,0.2996666671262052,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4985396633677524,0.1502933606951973,0.1156999627080011,0.7068860376512978,0.7569275526267577,2.0,0.5339069387885307,0.132927107547445,0.1033586999686415,0.7373683386470334,0.7350978344062605,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.26429568104515,0.1804526330979939,0.153152314758374,0.7186440519934926,0.7650592913841948,1.0,0.2226938930793299,0.1789775211094693,0.1528063458116717,0.6774216890161273,0.7137596665460443,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4811741939918695,0.1499506672347109,0.1164263826560829,0.6954340387497642,0.7413506326398518,0.0,0.5524076042502282,0.1418553731406448,0.1088103869286484,0.7470953341685594,0.7921461210189151,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.475056300868851,0.1502645068002934,0.1122728960057446,0.7124984702451315,0.7539791662801503,4.0,0.453591400396927,0.1589661851011188,0.1180958882833951,0.6984202070093954,0.7315160039032064,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4199855769098983,0.1571083211625211,0.1158113508365979,0.6840736259903798,0.7293242648976466,3.0,0.410151111240684,0.1676282397701391,0.1214892125590409,0.6946533248540965,0.7534691566311966,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0471372436370748,0.2034344132849294,0.1744852822536641,0.5733288404432861,0.6412971632427196,4.0,0.0420264253956181,0.2066244183255103,0.1748995225126031,0.5432949474210018,0.5963896460976839,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0552525795912524,0.2034050881051231,0.1723265304283776,0.5494210606501642,0.6062900053502832,0.0,0.0651706233941071,0.2007876869043197,0.1706313320503986,0.6266706727527659,0.6689205490334351,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0363417654272287,0.205984949099198,0.1758415170439424,0.5674094121867003,0.6185966550204068,1.0,0.0356073994178857,0.2003944887160255,0.1696945507478399,0.5571464890112291,0.6556529767212268,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0429121171834494,0.2056255436909605,0.1761620111897521,0.5443257874144752,0.5881499429178222,2.0,0.0405218323980209,0.1993671518902056,0.1747820021885202,0.6376558095788232,0.6939568048498737,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0575051860302395,0.2043284527245324,0.1752718743194845,0.5691519166657156,0.6360166393211734,3.0,0.0529742708833577,0.1969514516036171,0.1709768269695677,0.566050404901573,0.6087832795469968,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0088644439795125,0.206570819447839,0.1760429693560038,0.4294813302105231,0.474390649912363,1.0,0.0040311119316226,0.2128524609815689,0.1834665114753439,0.3675867876119102,0.4015531144229203,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0283837333187276,0.2065189245747564,0.1761942876554771,0.3047694106888737,0.3673387807039101,0.0,0.0199121619074874,0.2045314561911445,0.1755215623779805,0.2327705860405566,0.2963401375577622,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0080725464908699,0.2103766491107891,0.1795040174092996,0.3478891222985451,0.4633576250939782,4.0,-0.0152970708507278,0.1982502226042496,0.173139681817155,0.3186247140902659,0.4555111668378368,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.008437259644455,0.2076829547022493,0.1773542532423671,0.3353761233693709,0.4778103356795892,3.0,0.0019275659549886,0.2094734436415793,0.1813596456004453,0.3049612640733273,0.4914605011676033,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0301185432846834,0.207291562147583,0.1752663885665781,0.2832538206343348,0.3504438743942814,2.0,0.0138500068195229,0.2000494661551881,0.1700757467795368,0.3387923754830678,0.4157666542169345,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.5077426051454254,0.1480444613709686,0.1143232791924632,0.7126674324826355,0.7571313151900786,1.0,0.5024329113740321,0.140806398271279,0.1084750210025519,0.7103688531175281,0.7575812404497754,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4694078268145066,0.1517094013621255,0.1121995342301182,0.7190397805656206,0.7629560056805855,0.0,0.4249488819468208,0.1597591236249626,0.1239877137641772,0.6850590427927351,0.7092280451269614,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4843850417479467,0.1511486937949254,0.1172136944849721,0.699723886383887,0.7452376687398996,3.0,0.5510159534846155,0.1357695390113772,0.1040970602333058,0.7441011304832562,0.7816702965496337,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2557708271417486,0.1779137140283903,0.1303219715172171,0.7127198641054832,0.7560316001628057,4.0,0.2903479146591416,0.1849079140538633,0.135725173747214,0.7282628865243986,0.7644023970202768,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4887334797785412,0.151617671744309,0.1139029910717559,0.7135540072809684,0.751433333034189,2.0,0.570901921270564,0.1283961860798379,0.0960436712068057,0.761349329224771,0.777758697701046,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1858741690016173,0.1894084687599473,0.1616360038203669,0.6025825959248206,0.6511284232410249,4.0,0.2027548943010017,0.1830015118535811,0.1560453331507547,0.6592150719693889,0.6986445166475128,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1891950087996643,0.1898701979123035,0.1607707768249178,0.5930643892172324,0.6514932422551395,2.0,0.1898732026118557,0.1803023110579047,0.1598711641471649,0.6264736359852536,0.6723920426784534,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1880682723366842,0.18749598843609,0.1592272948403088,0.6084444450698341,0.6503695292979144,1.0,0.1753646455412709,0.1917303064111928,0.1654265093314355,0.5937215437461647,0.6569264197469706,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2136380960144441,0.1839128583434521,0.1551909214282668,0.6202890440418406,0.6593711313764451,0.0,0.191219846572013,0.1933572465450554,0.164812920178385,0.6093151832056913,0.6665806647941532,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1970604929499745,0.1838632993059949,0.156719625094045,0.6042656706330632,0.6437973360091626,3.0,0.1994563670580675,0.1988965975007263,0.1706378628956247,0.6711980955175764,0.7165597923837044,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.021228106089686,0.210062607164798,0.1792835805460407,0.3310905765321393,0.4016141942482298,1.0,0.0244153573997106,0.1922535951046913,0.1675085129913465,0.3548872031847103,0.4055144958771837,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0601348283545131,0.2040485678277741,0.1746509266319541,0.4542346445094337,0.4823343972976666,0.0,0.0076882805857346,0.1994699356556309,0.1726080188876495,0.3526346263581459,0.4118474836927682,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0259609769189489,0.206132852901173,0.176201723590403,0.421155675066941,0.4465626522970263,2.0,0.0186154314035842,0.2067444176385749,0.1793471214754068,0.4165788464705682,0.4086902612831896,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0417062306803879,0.2064664931841677,0.1758683081117066,0.316197124215323,0.4537703021790038,3.0,0.0005233484318527,0.1993771472783549,0.1735089072461402,0.1445047917427027,0.2900052991377541,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0224622452858903,0.2032749315121328,0.1737274927034861,0.2939854583746942,0.388202527818115,4.0,0.018152474073818,0.2198472845198347,0.1889910374671399,0.2469875380385626,0.3338958910190687,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4885837825012983,0.1516836018893279,0.1204133243230185,0.7077106990755934,0.7506748391406887,3.0,0.485477732813382,0.1395649954683599,0.1112746382056841,0.7162297098124035,0.7631843029782716,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3789954996746584,0.162795699296821,0.1338343524747981,0.6531135721967829,0.6803899939927833,4.0,0.4832160806551894,0.1568507899818726,0.1280045650052241,0.7164600026996681,0.7720604988406846,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3810823555417472,0.1621989004223235,0.1306020923664783,0.6203678211597085,0.6543785584492139,0.0,0.4079820379200292,0.169033059864769,0.1311915028135013,0.6413368222824714,0.6735014068544408,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4918407973995727,0.151332409301989,0.1151828593808186,0.7078444897400247,0.7572402561284021,1.0,0.5368739719424966,0.1326583456055571,0.1045462548185323,0.7332603796098751,0.72765987745297,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4417734624453072,0.1563864673633716,0.1153962652273721,0.6952087253729329,0.7382581427486217,2.0,0.4771476384836506,0.1500244367816367,0.1126511752601521,0.7326324813541514,0.7615180033614121,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0146161720591255,0.2108269298583192,0.1798664470695904,0.5681856759741803,0.5935978485082334,4.0,0.0132541895860758,0.1921507672208447,0.1670187783319864,0.5501967459128266,0.5625943417760485,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0315239271685779,0.2042748277511322,0.1749010426973321,0.5740367889709641,0.6327044161810315,3.0,0.0063033415138187,0.2106466638860329,0.1797072699807068,0.6332398235005554,0.6569492133363489,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0637136214534144,0.2054095348729046,0.1750603102964912,0.5576600593194675,0.5552730704844979,2.0,0.0586593618558908,0.1888001032201589,0.1693771141636891,0.5325930212935597,0.4816534818587509,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0370521569512199,0.2046343715305748,0.1746699233544572,0.5473433760055268,0.5987584260837764,1.0,0.036800191255367,0.2058911704007728,0.1803968404077836,0.6235392783372176,0.6659200300451925,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0293387645727377,0.2064746860493253,0.175211621647482,0.5859429737782621,0.6353367684309359,0.0,0.0255574531130513,0.2037382181722192,0.1773995380093185,0.5548661027251282,0.5985791200640023,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0096350554817581,0.2108205716825854,0.1772497000177655,0.2383719140778808,0.2454794516739274,3.0,0.023226007040928,0.1946056719180696,0.1703785974057516,0.3988246439548712,0.3790399807043623,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0310845658674165,0.2034948880307794,0.1717977804140264,0.2846697942215189,0.3863190628944282,4.0,0.0411687285929408,0.2131189371754899,0.1849815044606459,0.3805683948020386,0.4041116356869745,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0138430806802498,0.2096200767163006,0.1803088539647978,0.3209321312438761,0.3111919646119477,1.0,0.0068697287812794,0.1993966117640037,0.1687795289114119,0.1995079215766371,0.2379110755672626,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0483712317183719,0.2075135575985693,0.1750636880893505,0.3457612945412534,0.431011267756022,2.0,0.0344892582149958,0.1896999588712831,0.1614060028277715,0.2402821785744445,0.3815038272278727,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0186210391091895,0.2049813847055075,0.1741326242918311,0.3954694593085767,0.4082785509838833,0.0,-0.009948820830008,0.2170845886274233,0.1822343172791033,0.2917493429800757,0.3116189702437137,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4383240081505808,0.1586524399518291,0.1246181741186647,0.6863501913688993,0.7376136480745078,4.0,0.3750711829493571,0.1558977843275244,0.1276918667214226,0.6655947398303268,0.7067221872356427,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4511254824634503,0.1557252264157039,0.1264779868895255,0.7092523015482052,0.7496664858371919,3.0,0.4282950452303173,0.1541162270159072,0.1222857631456758,0.7009317636075282,0.7466334281946253,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4711905357717493,0.1508215111249657,0.1165610445248809,0.6888605462750718,0.7203080380640946,2.0,0.4591856973100214,0.1576116104551277,0.1144556695330888,0.6790765986342018,0.742281737588783,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4544871835294467,0.154388441617836,0.1175124890948261,0.6766580717362858,0.7197723328051289,0.0,0.4642229691084711,0.1526743404612401,0.1183536171053963,0.6823796866719595,0.7118162765589656,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4140460058920789,0.1606526547193272,0.118762524704063,0.6882043538633983,0.7340401083491963,1.0,0.4611357576861832,0.1490538534931453,0.111767409686525,0.7023909533470264,0.7421548441866221,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1940111939665025,0.1832831928728916,0.1563058994256789,0.6042816444782216,0.6385349703136595,0.0,0.1913901455670872,0.2033142422789876,0.1721358925894497,0.6595847013788969,0.7209228520316071,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1426433133538164,0.1928718646786356,0.1659176557896878,0.6007040503645089,0.6571381816478655,4.0,0.1338618962095249,0.1954907353952518,0.1659943103264482,0.6206177109672576,0.651296120867578,4.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1153686989301564,0.1958556374790495,0.1670637906469224,0.6073747345191537,0.6593188785347663,3.0,0.115926693151484,0.1988490866427003,0.1693101207637743,0.5777491130835944,0.633597180750553,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1813239657526503,0.1899957063288526,0.1586848962733754,0.606494641783822,0.6521373693898838,2.0,0.2080226957512916,0.1821884822073935,0.1635051001579673,0.6740166558985735,0.698822775659973,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1846031291940996,0.1865845440198228,0.1579507885588779,0.5955828537441813,0.640995648108034,1.0,0.1917833591182521,0.1935164696628291,0.1617981631346392,0.7272218254538595,0.735444311008676,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0334795517760747,0.2017883888403626,0.1722971318968303,0.3801341663912689,0.4379565194542051,1.0,0.022789778871604,0.2206472020173733,0.1908668400374744,0.3053701470881527,0.4175807644884708,1.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0168569039930738,0.2047567777425309,0.1759231771379715,0.1852216402180945,0.2575820284979966,0.0,-0.0116042068331174,0.2182147744200018,0.1884198169308104,0.1341855202128124,0.2298940716112842,0.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0168825408590028,0.2065921587507448,0.1772246596451085,0.2687626257673081,0.3879838355997842,3.0,0.0139578445084862,0.2098259904763456,0.1746653732083422,0.2488836523451063,0.4146255415923514,3.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0152031441058168,0.2086790679482264,0.178702925470411,0.2245194107294021,0.3759726225398385,2.0,-0.0019005140194612,0.2026182632141696,0.1732328239654936,0.1028184062378485,0.2910284574935892,2.0
random,cytotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.020033662347998,0.2066220670380357,0.176851463517274,0.3570687515883257,0.4104552095328648,4.0,0.0101965991069157,0.2076981401995985,0.1796163371561865,0.3373299145973014,0.3722410837224964,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3514102343514981,1.6899185821387912,1.4046536643576018,0.6174068354601727,0.638608483167255,4.0,0.6002291226661504,1.5085565310512643,1.255340509944492,0.7879615371186326,0.7879634960412,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4230343639935732,1.6950775934526012,1.300251377228362,0.6840661751223919,0.6956448651938797,3.0,-1.2118974708631671,2.9273256195115267,2.260285200074924,0.2097004676038099,0.299052379316162,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.321963592260288,1.6549319875850688,1.3734478785242294,0.6108508564557836,0.6162938069786631,0.0,0.4286716423150591,1.6864887895129503,1.3530764297620783,0.6646944907301477,0.6630173404962766,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4186022113473735,1.671273305753776,1.3920384524900216,0.6834459507323001,0.6869301768191138,1.0,0.3002933720293996,1.7230011852404674,1.386292158984221,0.5848468052901038,0.6430614200707366,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3473710809861555,1.6537636026351732,1.2314475632323991,0.637938054929712,0.633410908939777,2.0,0.2827151960818445,1.7781585133912834,1.4170594306424595,0.559697250753721,0.5118972193877798,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3973807835621837,1.6865747950633343,1.4204117720572944,0.6420179396188215,0.6438167650811433,2.0,0.3368685066949466,1.7746027160258315,1.498947575478487,0.6047873987815058,0.6251674118305249,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2406140967835706,1.7291626342227362,1.450379780933019,0.5250377245625628,0.5257891202103575,3.0,-0.1614036599126795,2.2528501933813554,1.9291874485749465,0.5285463863896513,0.5553589915642269,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1767747500267535,1.8122457759067223,1.5499791301153951,0.4782092407016133,0.4808808279371557,4.0,-0.1845060756426366,2.2560399537180174,1.9372681969741603,0.4671869312748514,0.4825372419627671,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.436599966432022,1.6487404705876374,1.324218536771302,0.6758854076511828,0.6797788090652038,0.0,-0.5847566218904667,2.5923992494600387,2.1755430192991336,0.1786612940614863,0.1614285792733919,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0193619502662043,2.205769068048,1.946859556044771,0.5590149755291249,0.5470367257133593,1.0,-0.8182236699257623,2.2173042271126344,2.030297132989069,0.3922448575267907,0.3849785748502018,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2783267293404808,1.8775021594550263,1.530431388798407,0.5307308478946501,0.5292464353926843,2.0,-0.0358293142302679,1.9260845835627824,1.656629860020293,0.250661995229485,0.1192535994480522,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2647886715821773,1.8972297894786128,1.5452013019712578,0.5176699472020956,0.517512901312602,3.0,0.0244662425047105,1.856180614636038,1.5119739373524983,0.2932678674001167,0.3607256970371745,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2368339747263244,1.9148775127296849,1.6291933504224998,0.491320520254885,0.4847402007145368,4.0,0.0111805753360095,1.921990564658028,1.596614498487661,0.4589030955829043,0.4347144375763064,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2592350436021988,1.8641100985932857,1.5342881129250188,0.510130988906452,0.5208322141793109,1.0,0.1051561122897524,1.9992657848275628,1.7064747128202962,0.3254823638321024,0.2576321251916666,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.3130022447547241,1.816935282078617,1.4922715567603524,0.5637350393552082,0.5633656947790542,0.0,0.2770599693122144,1.79286365144179,1.4632239687827326,0.5312466830096115,0.5278168231722407,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3649466200126694,1.6309394431638322,1.3464895642788006,0.6223308530579283,0.6349039328426995,0.0,0.4336512284153927,1.7201765825715456,1.4256125662971464,0.6621503469034224,0.6724925124450521,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4413233064795161,1.6370869337461,1.332033471997332,0.6649892742358394,0.6697459207147766,4.0,0.3340582871228471,1.608486792836119,1.2032166461327247,0.582376754019219,0.571740254728427,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4489153079074246,1.6261352505403903,1.3150975973566548,0.6719722265058335,0.6781562814186586,3.0,0.3658174898431656,1.6637566866213165,1.3454971969224732,0.6268737568779958,0.6492399676470699,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.432820774127208,1.6733226221101758,1.2795390653274017,0.6783962468920872,0.6836635219031655,2.0,0.126124462246329,1.8629309182142235,1.508342121430534,0.4398672430889256,0.4576554710908762,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4398149400215625,1.632735779172331,1.2867959045908168,0.665987753430196,0.6671137643283434,1.0,0.4056416231406407,1.6592949853611965,1.2921145060142123,0.6577466710350925,0.6675868075335981,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2716151554586662,1.869913420295927,1.6279651992404558,0.5850914064944756,0.5890044561909029,3.0,0.1493806839078552,1.8337636384029887,1.593719370176702,0.5110098387937936,0.5052040712405526,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2902927572204771,1.8314108024932,1.5823105060203615,0.5805167970856181,0.5814450443869145,2.0,0.2548840574031478,1.8406219809733324,1.605620972678865,0.5672318541280891,0.6094484683106922,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1155359950494996,1.9105728690258457,1.6317109379324468,0.5002826483573352,0.4931561099410164,1.0,-0.0051273071719231,2.2801789898258704,1.941695092410004,0.598948515505771,0.5917197076044934,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2605645935622221,1.9087252564340125,1.6743809649830357,0.5838837207324197,0.5691181837347795,0.0,-0.3316832650486114,2.080754202954368,1.891843280733002,0.4112620609735182,0.3787128043312622,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2655330705130743,1.8928438258387408,1.6541175465351845,0.5947223486308375,0.5875732935511642,4.0,0.0665943661435675,1.845820585771044,1.616706258256497,0.4224199868377493,0.3850704436791731,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2307271765891386,1.9221570384297644,1.5925987582765415,0.4818211365786286,0.4883908314466831,2.0,0.1610447537428215,1.9405037720803369,1.624583284720234,0.4201601543935123,0.3777595772020125,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2492958754008288,1.9202303151349445,1.5803753285168838,0.4999121029216405,0.5250776452397189,3.0,-0.1575411413696203,1.9471297711974,1.571026481489517,0.1784221049531399,0.2508220125784782,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2488823399761929,1.887182022828322,1.5510793335416382,0.5000891896851697,0.5118619589113613,4.0,0.1387169131147658,1.911075153409123,1.559879026944012,0.3842403747844213,0.3005969908940545,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.3134711898945937,1.8291178595869224,1.4899441773202304,0.5636145792128183,0.5715344794198265,1.0,0.1322261143668309,1.955642427479492,1.617998444185867,0.3878156687757476,0.394935799493903,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2280519263821692,1.930398983954215,1.59176359276152,0.4802997578827238,0.5040483602132969,0.0,0.242520097632291,1.8316340421453663,1.5203536675999991,0.4943688100343512,0.5314122566489675,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4288736370732446,1.669382075529924,1.3294763543776102,0.6593621198045364,0.6632930890613895,4.0,-2.2766134186417792,3.2693045091043182,2.439280104236191,0.3702158979494734,0.4520372615278652,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4062967666368035,1.709579761533191,1.3229894719398807,0.669655893702598,0.67633645402366,3.0,-0.393075534249929,2.3016261332518466,1.7250230273910168,0.4084809693717965,0.4815309222281597,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3379197224949583,1.7317133774705924,1.4549913915093144,0.6085515232846148,0.6257806762888021,2.0,0.5435448004824888,1.5426149502096815,1.2954608332475968,0.7718565438459187,0.7050974823005912,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4788704501971824,1.5479342205881723,1.2344456318080894,0.6928545037008841,0.6912945115687507,1.0,0.2583934695443193,1.953040664859903,1.5498354566600128,0.5799523663783798,0.5720796052167484,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4638268428457636,1.6143392091309288,1.2585164623156393,0.6889275264679364,0.695338535474428,0.0,0.3453680698303767,1.6837548083199616,1.31301872791165,0.5960433949750986,0.6068794376821514,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2626050755608566,1.8758722452250127,1.6298016919597966,0.5839036792763247,0.5823560867168419,4.0,0.1675301907051861,1.825721331631156,1.587878483760206,0.5362400241754413,0.5369183719509861,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2927916745474391,1.7237833585123006,1.4629054824596222,0.5727377901513406,0.5694054609614223,0.0,0.1350704643806564,2.0739621867553053,1.7555300641744471,0.5965510709751121,0.6149413654238989,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3166385605707714,1.8306182294113376,1.5684731073192844,0.60216259665895,0.6083341989947535,2.0,0.3018160039963772,1.7020727943727676,1.467738048349108,0.6322674347518478,0.6362522493158292,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3662873148531284,1.7414444532445823,1.453680513718124,0.6249212769952166,0.6302024535379157,3.0,0.3027173899816117,1.7133897085156926,1.4066449403762815,0.5730012849738112,0.5855955962751548,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3492543600411139,1.767545448501255,1.4862796435396093,0.6080405658449093,0.6223099554332896,1.0,0.0227431285545667,2.0340476816903204,1.6914582112256218,0.3593138042959516,0.3126884756005297,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.2870074171263777,1.908089127414516,1.509282222845345,0.5480562301688354,0.5572737688783628,2.0,0.1790785599011833,1.84786299391659,1.482452189741713,0.4476050424796038,0.4747998450292603,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.008234075381908,2.177609975955936,1.8959035668770472,0.1535128585836461,0.1514979497511986,0.0,-0.0010287076951682,2.1385503988692443,1.875606486711248,-0.0072583864781974,0.0232262656207226,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.2871551944811503,1.8292439231131024,1.489613448210219,0.5374997536901787,0.5487112139154985,4.0,0.2669997846465791,1.8715567272720064,1.554264426766435,0.5205655516155868,0.4683455312777808,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0004534706123643,2.0670152603275387,1.7540169658756095,0.0462420712882015,0.0478512810560805,3.0,-0.3450560730028851,2.516234679107436,2.155077246461381,0.0449071386546082,0.0608597095344098,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0022697241557794,1.9727253992249525,1.6547211505034392,0.1099950457396306,0.0560962201788433,1.0,-0.872801377574679,2.842038113232064,2.405323892074494,0.1014737840734164,0.087303910685296,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4503417721265531,1.6401314003172711,1.310693863063043,0.6714204022681486,0.6763345048700041,2.0,-3.783481239045981,4.207403457710862,3.4530964700824884,0.1705023822194921,0.2370054512887848,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.3818167982666214,1.6391711792365424,1.264777762203403,0.6273180682911351,0.6249604513261646,0.0,-1.6941091750450372,3.55328918372774,2.6926404823369934,-0.0080753419128252,0.0296636557323276,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.440938172917194,1.6422678879116694,1.3446863849420805,0.6707854546618929,0.675244908478567,3.0,0.3352140145785931,1.6921303542590815,1.3918221128960782,0.627718349834521,0.65413361448001,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4619399870352715,1.630029889635138,1.3035916649815251,0.6800776495075765,0.6878620613522072,4.0,-0.7544412616642839,2.6110035583267908,2.0862865137410607,0.2781803709513947,0.3242643796160291,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4934401149225763,1.527020780555023,1.2124763926826545,0.7040561911513127,0.6970392459493002,1.0,0.2704693217405167,1.8841388995160784,1.5658033230798611,0.5284092293327036,0.5395060077483085,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1656306381278421,1.9074332161799408,1.6649951407742811,0.5621377152958424,0.5640895678911355,2.0,0.1534377754809137,2.140788368526162,1.8863158440786945,0.5869206797018981,0.5795705742616529,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2799670794427418,1.865207905562156,1.6208092532435396,0.5927508486274651,0.5953525583377794,4.0,0.082417924238638,1.9612039886699653,1.6813325972844524,0.3121008917679428,0.3238514218838662,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2155142755031758,1.9549642280602664,1.723202457357891,0.5574559483256577,0.5545189151846495,3.0,-0.0461695014481871,1.80190704353532,1.6364147372800728,0.5608486575764864,0.5381517734191972,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1021157924059718,1.874958538793594,1.5880299269950535,0.4912569248848439,0.481564868310547,1.0,-0.5700721633092856,2.632731609530011,2.2195419106860097,0.3960647786812933,0.37048336526162,1.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1674455834895885,1.9124954611729448,1.6528755605641816,0.5074292965852228,0.5451994131375304,0.0,0.0538438099828706,2.198432236210476,1.8823322885639064,0.280796346705485,0.2543310242477051,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.194225985476332,1.843850935821324,1.4910147541744796,0.4427636472301131,0.4529265353292464,2.0,-0.1478613955494343,2.219195328399344,1.8828984264087083,0.3026877326987651,0.2299957731310781,2.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2619195535431715,1.8925653749239435,1.5603540437786203,0.5123676707462,0.5108757136125842,3.0,0.1304134204518824,1.9554049176143955,1.5975527574777255,0.3948615978282015,0.3699188885782287,3.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0031025255181276,2.2150467771643,1.9458553186026952,0.1443704794592763,0.1686194658087911,4.0,-0.0349783015175353,2.00666088931594,1.806057884953464,0.0734978653848797,0.1015550360413235,4.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2067879053707001,1.8226214174148905,1.4919353168922456,0.4556961091898386,0.461894843155716,0.0,-0.2570291093080994,2.2922687195522617,1.9574610132437489,0.3098127838709806,0.1870071241673441,0.0
nucleobase,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2493158477384345,1.92188626025539,1.5929036772154734,0.5029675659716799,0.5129710179495923,1.0,0.0092215050312042,1.8855053791266576,1.5223477602619486,0.3699474196799302,0.4060413982623536,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4400068327455201,1.6433798544410698,1.3414704459638167,0.6730628879171793,0.6828140444201746,1.0,0.3951961742132069,1.6207793679214757,1.305430060845381,0.6405898547627102,0.6411504038545438,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3864313941709005,1.7131829867608035,1.4360523711985502,0.6694954891696318,0.678704677099062,0.0,0.3767787093835647,1.6747268343087756,1.3727129652820818,0.6720117498447463,0.6706089282888897,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4329085286021509,1.6345454740482004,1.3264739316778305,0.6639288288453378,0.6626726744743224,2.0,0.4513468604007441,1.6200668726542875,1.300141351224828,0.6748389347282165,0.697671088883212,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4271000515242502,1.6532311682984209,1.2777312285090103,0.6683012064963623,0.6714823073282491,4.0,0.4188630799233293,1.6262910072571128,1.2533532148360962,0.6603190368073713,0.677029928383118,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4087305992214226,1.666230993760477,1.273031085187044,0.6681080785956713,0.6728255050700289,3.0,0.3788150766908387,1.7359215245864743,1.3278365152327676,0.6581521816470755,0.6620028598622391,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3746884350082559,1.7140880612320328,1.415058467388153,0.6302272697130655,0.6404760654112786,4.0,0.3528111173570404,1.7678408284199554,1.435868070080295,0.615003599732003,0.6117681858284099,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3899795435382458,1.7123263003186675,1.4521919819330558,0.6415113384105476,0.6523063094618693,3.0,0.3565805045493766,1.68356281481193,1.3975588545295003,0.612289777731899,0.6217705898862114,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3948753714140883,1.6860111076873658,1.4171846598233933,0.6453349154193444,0.6595387204322076,2.0,0.3931565495002773,1.7134257213028612,1.4350986836872062,0.6387217547742755,0.6433203799713052,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3772060249080284,1.7134391522721908,1.4145682909626227,0.6279978774027207,0.6391000274344407,0.0,0.4326745460596154,1.646013922776687,1.365642743280781,0.6762369971462915,0.6818685475256079,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3971780575636957,1.6895742447662991,1.4071800096753315,0.64222586705009,0.654025351283224,1.0,0.3722145916431304,1.715841128667111,1.4053213416428536,0.6274207208906101,0.6337496057568616,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2768499337478173,1.8477914673714435,1.4957816451940782,0.534179823001968,0.5318546609409067,1.0,0.2353988109121502,1.9038702785680195,1.550587139824822,0.5072632174862658,0.5111081016119394,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0021411929110294,2.1909144303969645,1.9001366136012927,0.1022376073099483,0.0773585951757814,0.0,0.0056189195956204,2.090064315541326,1.794306178846888,0.1540064193060828,0.1516183870780838,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2372256184988594,1.8943524813761337,1.5655784030755362,0.4897788587463843,0.4914255086412929,3.0,0.2121271602537154,1.945173285374221,1.6006659142045758,0.4622383698995048,0.5107599173250305,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2857507008997749,1.8467712810617216,1.5004075677578266,0.539322619854641,0.5307733149227548,4.0,0.2595023416251382,1.8324478756644296,1.482145930584941,0.5107059628734737,0.490880371100155,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.2812372482397567,1.8422664148436976,1.5003940044916593,0.5344951824011608,0.5320532991711417,2.0,0.2555893714633991,1.8771840771922723,1.519536368288788,0.506100379132305,0.5123305343853259,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4122369209983809,1.6789531706437293,1.2789398630612936,0.6716323112057494,0.6759255696281645,3.0,0.3274732829264735,1.7291432740515034,1.3415911383697383,0.6297018654650723,0.6380989169803518,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4161421081455027,1.6666835369001531,1.3061995660723784,0.6566054694257856,0.6606921559951766,4.0,0.4613679602305011,1.573102621905564,1.2152041366029325,0.6849638491297014,0.7001543738608289,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4256337171119527,1.640693295574322,1.3083786462744078,0.6565913061478885,0.6598880605453071,2.0,0.4483043423822669,1.641203179395296,1.281890697608983,0.6830499088025055,0.6959563046378819,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.436750331212799,1.618379387744629,1.277376623306519,0.6633979377785834,0.6668628698325806,0.0,0.4250948454157176,1.7013664094998906,1.3295266182913428,0.6611590493049644,0.6590626208514055,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4155982264163754,1.675985407546105,1.369766705265412,0.6603315654578022,0.6638767560516368,1.0,0.3922719469851288,1.6331058321631975,1.3713219460306472,0.6638309559343716,0.6811292214288003,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2809941822345528,1.8389760071735304,1.5910076594047058,0.5849270816672312,0.5897581378021084,2.0,0.2902410113498849,1.8497338755391788,1.625752922568233,0.6079652747517125,0.6144102887746732,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2977003337093428,1.845443804003495,1.5931785194996075,0.5928177223386643,0.5988964138200467,3.0,0.2366687145904992,1.779211420578389,1.5454001744914594,0.5330735205645273,0.5489197240422948,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2876533085524888,1.8389622176027365,1.5855881568407402,0.5957968854750757,0.5988917578667396,0.0,0.2595888511244072,1.8534380234010184,1.5656167626136137,0.5658845311645567,0.5639654516686846,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2702373044947008,1.8588396447136653,1.5898698775890543,0.5845814476825402,0.5885964558772011,1.0,0.2691499449046773,1.852129672444639,1.5808747129273857,0.570462872211703,0.5763312568305115,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2759452292033092,1.8456400048235584,1.567071567773819,0.5859374744153245,0.5950506764575464,4.0,0.2670253430062168,1.8789676076172968,1.6240007878573768,0.5801746813492612,0.5717655270969605,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2370471354701686,1.8864160339113352,1.559101618772898,0.4900439392337917,0.5032851834058527,4.0,0.1902161540911867,2.0035192019753105,1.6856124808656117,0.4469661537922688,0.4772385085436232,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2349445501043235,1.8979221300846767,1.5590595256059598,0.4895158182613766,0.4977398163284511,3.0,0.2521487418161138,1.892409217719316,1.587108533852399,0.5167010895162968,0.5268803026066757,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2582568659214824,1.8686588672848867,1.5229235510184214,0.5086507086779407,0.5150187810624368,2.0,0.1674409986319496,1.9999824534781163,1.6773965281015548,0.4139938041484456,0.423458345230594,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2403105367210075,1.88967693437796,1.5633345963710394,0.4932148022559232,0.5072513405596832,1.0,0.2963103310642292,1.843542299921036,1.5142861511673036,0.5571346987944007,0.5655773440718926,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.2470108449199439,1.870840689029876,1.5361659218409125,0.4992622983178367,0.5061393719601912,0.0,0.2444321531847397,1.9517147532474413,1.6258777858540263,0.4994685783110136,0.5217734862586169,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4438995485236222,1.6323670494827291,1.3230037286839424,0.6696184476234819,0.6792687024373963,1.0,0.4073544337071278,1.6208569839514808,1.3058393664306194,0.6496817486091705,0.64010215065426,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3830427159672802,1.7046716147523189,1.3486423642207417,0.6437975827373438,0.645074894359419,0.0,0.4042422015657276,1.6901404844690635,1.3365664083120514,0.6596661623371632,0.6730451970382969,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.423669788189279,1.6422039289907222,1.344600168909782,0.6682550663941085,0.6749596690448749,4.0,0.410189257699436,1.6969641067132093,1.410010835840472,0.6515132828193508,0.6601355581497597,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3289625383129622,1.7630919687334865,1.3253737644354502,0.6564152278745563,0.6602851620212828,2.0,0.3036498431778124,1.8728909534639648,1.4352856311159212,0.7037042395804013,0.7040365717450028,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.4006560252758295,1.6776944887525662,1.2789528669455112,0.6745191722143221,0.6801248537972785,3.0,0.3656360134610938,1.7538644141198827,1.3329690103352192,0.6473981880368223,0.6480877109440217,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3107811449704097,1.802614952706132,1.4899474640075978,0.5934598446793794,0.6034053466656913,0.0,0.3063294888272568,1.819416446212831,1.527493324000733,0.5854639885714888,0.6051591772931155,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3703899915152634,1.716232996595954,1.41623224626749,0.6268068706707258,0.6281037910000087,2.0,0.331913348577444,1.8102638817787964,1.487641051992988,0.592160754056561,0.6125074875524128,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.2764044473585368,1.846792713660386,1.5730646486160085,0.5739848647897072,0.5884469290247997,3.0,0.3270666988975381,1.793718902056906,1.5567357874259322,0.6391148853774034,0.6433082223419984,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3738123133025685,1.7348411311434806,1.466339543354817,0.6270787745657255,0.6321203124081252,4.0,0.3473953227835157,1.695705913362279,1.4476534282402336,0.6179863015854644,0.6267805820162984,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.3742226008608215,1.7171698578368504,1.4458445093723444,0.6268453898158112,0.6339448996021507,1.0,0.3904572648722013,1.7056284772103545,1.4253211098529963,0.6449754110979772,0.6474880612209485,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0061076623208927,2.1575338542347327,1.861394437765464,0.1051118986557834,0.1019316025305821,1.0,0.0017288329723871,2.2118988208230785,1.92839190406721,0.074499882354189,0.0758528598194217,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.2810309487524703,1.8387371683402336,1.4998554279559695,0.5331733930032271,0.5331501403270117,0.0,0.2639421781495147,1.8796340506610707,1.523535161170137,0.5211485328395142,0.5280612019094421,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.249974242281653,1.8788362797766447,1.5190385481027455,0.5125551698361305,0.5089508493782628,2.0,0.2705946919886653,1.8718190956749503,1.4605315491036956,0.5504148098680534,0.5322167245309976,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.2773088070339521,1.8422510120344588,1.5184919401621206,0.5276897220161307,0.5134313082450581,3.0,0.2881895115735589,1.8572723861793856,1.515088995379344,0.5428943862311156,0.5414953244166123,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0093018072696791,2.156920356802902,1.8948491273782195,0.1066218159100951,0.1028935931348463,4.0,0.0090286052673002,2.1920617501776087,1.9377880179661744,0.1152600920133922,0.1245663200970028,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4022113702775221,1.673530385226837,1.394837589263916,0.64629842669015,0.646396619254787,3.0,0.3698630703265947,1.7549346442091986,1.4425617162696636,0.6163039745033492,0.627681388499964,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4154117878745659,1.6671052225964496,1.3228640784456944,0.6491075311125297,0.6508109758621757,2.0,0.4320451565009542,1.6195075887146495,1.3151421048152556,0.6645929760832419,0.6676658759170861,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.397920488550725,1.6974184907293108,1.3098986017054473,0.6589129215430877,0.6604190998060022,4.0,0.3270445544129761,1.7386003011937785,1.38713430116064,0.6121941970288258,0.6150560537273152,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.426519551608288,1.654576874762894,1.2961028971121862,0.6625378675440889,0.6681357263417763,1.0,0.4168103681135605,1.6261543294082257,1.2638282194519437,0.6556216817804771,0.6441426257253595,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.4091381562622977,1.6744733826288185,1.3893936492005985,0.6652635652640104,0.6694202855584315,0.0,0.3750525622276144,1.705257517948383,1.411096155674061,0.6457139670099736,0.6495027396364015,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2352373042863911,1.899546075917357,1.6592078971862794,0.5774772453520478,0.5856609413943473,4.0,0.270587766716767,1.863657364833092,1.6357405146534194,0.6227245142402263,0.6071471263979196,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2302088157701175,1.8932444884038728,1.6545347788395026,0.5894885995264345,0.5959889762153604,3.0,0.2096797851208923,1.9879296584001995,1.7533750639314278,0.5795300673453293,0.5867073651783772,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2478015904274982,1.8756210487392555,1.620795986958039,0.5826489451828637,0.5919486612207551,2.0,0.2584505038387839,1.9111537299883388,1.6556353315680423,0.5929760007539379,0.5827716525261663,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.251437540299864,1.878897495339905,1.6181733181537723,0.5975835465222523,0.6062113948597495,1.0,0.2095581537043372,1.9415407886346328,1.6807884092937997,0.5402129044616069,0.5318877473070839,1.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.2443820726762903,1.8989056140113505,1.650535196891198,0.5927814952058125,0.5979935518699647,0.0,0.2161529680068263,1.8851042168788348,1.6357382489425691,0.5505183346998882,0.5581507015453626,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2253776269494226,1.9156929489143848,1.5839481193591387,0.4754265465369512,0.4942777343060687,0.0,0.1900325084141977,1.9455750933176807,1.5899687990760412,0.4411877728469554,0.4667403160141015,0.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2462532041754629,1.8885680294656528,1.5532054889202118,0.4971474404735109,0.5051238394854871,4.0,0.1747372397902298,1.9696215319880903,1.6326238858136797,0.4258668956919291,0.4604083122921217,4.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2260297840459746,1.91953436350082,1.579131905757464,0.4769003786186186,0.5095791329431191,3.0,0.2513993028349429,1.85282305614994,1.5030735006567388,0.5031181711299695,0.5135006446359812,3.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2238865563595778,1.9347911773509163,1.5944674670390593,0.4760210432898942,0.4510347862322899,2.0,0.2356343662645713,1.819516025922121,1.4862572554445366,0.4882080765219573,0.4608958224272749,2.0
random,acute_neurotox_moe_cleaned,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.2416176631387037,1.8927286261377003,1.544108439164284,0.4929654925743436,0.4992449365904443,1.0,0.2206804943134616,1.921729518707613,1.606970960844224,0.4704177667707551,0.4646810406592947,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1875030554975205,35.3117766303901,27.25676922782238,0.4600192927223138,0.4817511817051754,4.0,0.1779142317373969,31.89541758508663,26.9442019747371,0.5983265572655971,0.5825238932236818,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.1617798221781637,29.89923084070981,22.344466036097334,0.4114069693056976,0.429293611538778,3.0,0.3527680551322881,40.35854057489169,29.49876178319433,0.6335775680140768,0.6851137405124492,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2463805518730476,33.97885146367504,26.88803552910551,0.5290737429321944,0.5334928660858753,2.0,0.2082588898736301,33.72828642890466,26.212476276536066,0.5105660062691662,0.4837733194242189,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2032189049559639,31.49860512026848,24.465708117470097,0.4672858984134622,0.4810794636373297,1.0,0.2725736757180402,38.453023095131805,27.175969925725827,0.5673733006063407,0.5939703865440826,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3103437433709923,33.0423405315834,24.44416514736713,0.5624876023469741,0.563099525304588,0.0,-0.0548463208521186,34.43001991489718,26.252511790560693,0.2297250562735658,0.2727682840933993,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1844548185652292,34.471343036152504,27.82225515691411,0.516607337863705,0.5572857852817971,1.0,-0.4604063892439829,42.42450667403088,29.79417737734981,0.1233958360201057,0.22577758039751,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1352255078242928,35.016979792828884,26.70827266789284,0.4502995172442992,0.4624608140788722,0.0,-0.041232487173461,41.715624608123406,34.153168895346695,0.456671719703834,0.5282634530553719,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0528231994351671,35.12230118647451,26.199717964968563,0.3887846445016249,0.4020782028317078,2.0,-0.7254524065616843,50.72905598813496,46.1431119368084,0.3395590242459276,0.3157374530455926,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.117950584164104,37.91462287269274,29.33441211860721,0.3752814896271638,0.4208202965829974,3.0,-0.0650211391290274,33.62919869101766,26.597318738301595,0.4193020515519191,0.4155347757296795,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1027632545778231,35.82267865503945,26.6887118806877,0.4312767902968676,0.43917054008819,4.0,-0.2728970146732796,40.989909972132615,36.158723505193535,0.5018688477342843,0.4750923312272135,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-1.795170571083915e-06,34.29644627122033,26.843101407216054,0.0808499948169332,0.0771007331232694,2.0,-0.043733918568138,49.85728339077402,39.57285442144801,0.0914498937242017,0.0982785626534585,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0001422046475957,36.49318473730671,29.81552624968444,0.0273386525347548,0.0312348932846572,0.0,-0.6625317082628515,45.84460323678789,34.04593057453173,0.1241089921651311,0.1099981445612071,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0019710911531245,33.33557687465067,25.71953460458228,0.0508000215191754,0.0511473403923711,1.0,-0.0036007610758868,48.423802484330494,39.02358665105459,-0.0123040500210385,0.1035877235632396,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0001578837319939,36.1930542174482,27.02723825021786,,,4.0,-0.8706587059553146,53.35477840154107,48.68454264394808,,,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0004362097007528,39.81231187180775,30.956843104418127,-0.0393776537063993,-0.0414801064945516,3.0,-0.0611736473419792,35.36087031220197,26.948575673310653,,,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2569739259661165,34.84418866139149,26.927866805878136,0.5076119381993591,0.5177624397264099,2.0,0.1297162122901786,31.48004184409371,24.42827087191766,0.387669091016081,0.3925539623394137,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2332832454319622,31.88304514085197,24.476510108280497,0.4913575294989887,0.5305260026890108,3.0,-0.0733084231408454,38.90524639776948,27.05012630083044,0.2810645234110371,0.3601947656431236,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2822756783083797,32.63990682046113,24.22330428901741,0.5327312621320632,0.5010810646138726,0.0,0.0802348437053087,36.69294929024952,29.452232181145163,0.2846905292989599,0.2837674198005872,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.0710503522803196,34.827054031760355,25.963334430288548,0.2740449383875699,0.2382310498318357,1.0,-0.6600923165356691,44.80509981766495,41.06194621070384,-0.2149261547119369,-0.2074978511670682,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.282117786425235,35.71470261440867,27.787993300437925,0.5330117907195804,0.5585235545929111,4.0,-0.1061612111064302,27.278026718282653,20.59335191843461,0.1830591520650703,0.2292255467199905,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0877094128965193,35.961982212683886,27.04051633577961,0.5215847454662388,0.4792447740368971,2.0,-0.2939293105514573,43.25650155547415,38.01728786256578,0.1936780466940628,0.200997113271469,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0820501548304262,34.12384606158745,26.866507498210684,0.5289264413379053,0.5292540900935411,1.0,-0.0949575317079787,45.9954581885099,34.69705840554828,0.5044683909172468,0.5291376501958962,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0239720483624238,38.96843658084862,30.161332106288803,0.5611062872201832,0.5700650921633715,3.0,0.0076345266986781,36.31214181609868,27.646751183547543,0.3245789171035588,0.2944353928704347,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0907180886086415,36.78009790284511,28.079753213596675,0.5370774269995303,0.5149103318546887,4.0,0.0269665004252903,38.39443455102794,30.724627513396435,0.4743583421256728,0.5373308120620872,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0944018846268465,38.82851571911751,29.90314200465255,0.5207016366075922,0.5346514637175936,0.0,0.0824753122269351,30.991221892497222,24.294792980674085,0.559201224914599,0.5517105374220534,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0083859851937009,38.02492115094949,28.55779765964458,0.1887190320685644,0.1575112281981978,1.0,-0.2056449706783452,42.16370956552906,35.86321599664535,0.0631797970518987,0.0178231153786839,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0044377920213551,41.73809715142811,32.45261753391575,0.196050166237178,0.1808885303131278,0.0,-0.0032410795289588,31.32911387105948,24.460523701824208,0.0311115230983483,0.0341807819046233,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.019463776845258,35.789797636335024,28.87817860728622,0.2659000426482781,0.2959978944173914,2.0,-0.5713989213402826,46.80264362495388,34.526338675691136,0.0958965462612722,0.1405818678932793,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0045769957497903,38.83386771690431,29.840570366254425,0.1446496075204681,0.128779379749724,4.0,-0.0317756270456299,38.7032935003313,30.49581301771215,0.1110840671221832,0.1572242717323274,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.1033458875192567,39.53212072064334,31.36328588883141,0.4853816463089772,0.4575551228951857,3.0,-0.0160117525812324,29.239511492484443,20.665004847648213,0.1535239167025417,0.1589485026573637,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2828835616365868,33.22661221882418,24.969867621914783,0.5370378079181075,0.5326302226822371,3.0,0.11210420230281,34.35096648280669,28.03605537405156,0.3473918189724911,0.3857284725226337,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2364751815408782,31.51333793286495,24.077917081748414,0.4938412960128481,0.5321930233609917,2.0,-0.0882650804267506,40.79078371356644,29.137352132407266,0.2889235019181683,0.3717335007265847,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2402356963266337,30.40995674818682,23.71923980318597,0.5232099279585912,0.5166378918413581,1.0,0.206167009566271,40.375108662425575,30.31198477908492,0.4936323271792394,0.5360341216985073,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.3141609114185967,34.46403702040987,26.778549215903432,0.5628046969709696,0.583589291818986,0.0,-0.206430714228492,30.66487103495425,22.991891474395302,0.1269782078658604,0.1914540495596293,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2384246710979886,33.15565418355014,24.8276584904432,0.4945677670056467,0.5004714066637218,4.0,0.2952547620940172,34.14860037181103,25.810439921712742,0.55753993674113,0.5680468915140412,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1255603343212356,37.249273395954205,28.726305874349613,0.5262723136463341,0.555780838058391,0.0,0.042043627017376,33.67307713539866,25.317911864077733,0.3009568888503232,0.3227470640031847,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1051139663569749,35.61285397289709,28.938939520211058,0.5120637809493225,0.5499536999824433,1.0,-0.3877772465357449,42.4989466935879,30.12314487933396,0.1416912133246965,0.2473564293372765,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1002322258615441,40.11711063075851,31.468873116256848,0.5009897913738761,0.553947362161457,2.0,-0.0814567760426527,29.16783452044022,21.68888520733574,0.2186357500827949,0.2188627239937259,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1084100397876633,38.18080237958501,29.36810302493216,0.4934410533328007,0.537129541859832,3.0,-0.001822590694869,33.0599219638537,25.408574658541426,0.2565633791944986,0.2621712776131755,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0069249854206857,36.11378483231562,26.75637744046473,0.414466094655985,0.4139545657400414,4.0,-1.2702285266844369,51.64613650476928,47.08512813453903,0.436236309567115,0.4419432372950171,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-8.747101458905782e-05,35.448764170887806,28.856452848775536,,,4.0,-0.4153041079122856,47.823810769837806,35.730120218666364,,,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0206005007433282,39.39223417604731,30.453131801685903,0.1662566732213132,0.1391547640901611,3.0,-0.1197770905738393,36.73503124252096,28.481847706868976,0.1046205263940469,0.0368566787949896,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0001721461572987,35.96203408707628,26.52853891772377,,,2.0,-0.9852174761917158,51.30975311798092,46.56638494194878,,,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0378781151965852,41.79144198301083,33.44590970590296,0.2022301096403438,0.1670219705934202,1.0,-0.1148697547260242,29.950088598476427,21.69432278656541,-0.0546004183588908,-0.0637498440989471,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",-2.0049305433200715e-05,40.096076077276535,30.71170468893011,-0.0583797757319835,-0.0592858724027212,0.0,-0.0336133503823126,34.213455654702784,27.52140623360949,-0.1364328223650506,-0.1360784219275702,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.215552699562377,32.5995988140258,24.30976546773759,0.4657582813276379,0.4540092613071148,0.0,0.0503258756281133,39.89232627073365,33.144067646331784,0.2370438229437441,0.2334952913406806,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2884916511442533,33.54263790690311,25.111563880847527,0.53722091370878,0.5211860682957683,1.0,0.1026498809442579,33.83735624771982,27.094909564849992,0.3769259070462993,0.4185909344957791,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2363717558447453,34.846011560297335,25.66888085650641,0.4959380381099216,0.512953645854142,2.0,0.2537590963674341,29.35988146445481,21.54085724486064,0.5661435387123455,0.5237858388098843,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.1244804329908991,30.85285938024844,23.448538086920497,0.3545406956883321,0.3822049245158894,3.0,0.3305799039557837,43.03406771565712,33.271478617965265,0.6255400144737281,0.6733024348475591,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2702575754436727,31.275307125193493,23.99196009349353,0.5209735621491144,0.547740940214152,4.0,-0.0266949078979812,39.340614382580405,27.90347303940397,0.3304202009455759,0.3793835187389161,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0790439475704221,38.37987496671258,30.00815514919511,0.5741867268971083,0.5804498578826458,3.0,0.0068521268847676,34.50434008425537,25.11854469008673,0.2264880383476876,0.272907375338705,3.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0807278648593721,39.54765981744513,30.494177703496685,0.5539643440045083,0.5596334975836328,4.0,0.0310858936660451,32.149853599146496,25.14792722496197,0.4187942750009992,0.4325129681752091,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0078170406799998,36.99951480512527,30.02803435462933,0.5329876014956457,0.5588270935753211,2.0,-0.5960727382554409,45.18298828530455,32.91032283631473,0.1502337509956642,0.2277754883282555,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0822035818824584,39.70030119386249,31.11707692998963,0.5617618327326286,0.5898708093494128,1.0,-0.0630580897492276,31.92396926666998,23.623171619126182,0.2680439085756401,0.2514163369781046,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0677749091489356,34.77489986633003,28.093964474633715,0.5398493586984018,0.5531575592213595,0.0,-0.3317051029257192,46.45259125011868,33.32594780853955,0.3472344838926245,0.4298882509362183,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0736963497867252,38.93983800263534,29.73247874305909,0.4634343173139894,0.4489678884677417,4.0,0.0122707572763162,33.85232188305645,27.080983828692368,0.1882876273387039,0.1776173782121148,4.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0056571317573679,40.0972183116825,31.078842120177768,0.1898309040266547,0.1836980619762894,2.0,-0.0335788039798781,35.241890087900025,27.22112399076212,-0.0035694007673545,-0.0067888623971575,2.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0024085746293757,42.926599854802845,34.379971765653494,0.0986704792865325,0.1304478464859238,1.0,-0.2748184976684198,26.339391328729487,19.50404900101836,0.0702290072822202,0.0653460084502711,1.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0016421542942977,36.26913459688663,27.14852326441397,0.1157763417493451,0.0921883792222791,0.0,-0.3043076185774083,48.87659345506271,42.4851768329715,0.0619615880113603,0.0651275305772124,0.0
nucleobase,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0028257814535239,35.585337234579654,25.903612592904032,0.1386830784909475,0.0967600010258722,3.0,-0.6112448884794424,49.07617642608113,43.80395639758021,0.0823601139495908,0.0945438242299947,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2719431930676325,33.355620250663264,24.846910414626333,0.5227359076755967,0.5249340797196688,2.0,0.2847873173949236,32.140483696138354,24.65123402781029,0.533802378034395,0.5354536892688214,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2655474389552438,33.831554150866125,26.006267112000344,0.5250752099886817,0.5222623482047835,4.0,0.2530437419743941,31.46437958289265,24.78164687096583,0.5358024714235254,0.5366711558175057,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2365426949915263,34.39696656378799,26.6613540461586,0.5115697636451724,0.5223683385272962,0.0,0.2161309554009678,32.58003228920836,27.01389091188614,0.5497782926550104,0.5457145871673852,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2745177261072135,33.00819896757589,25.377841462961616,0.5328488718497179,0.5343128675869591,1.0,0.2167698633581811,34.83686190208209,26.77474999770073,0.4716648064335688,0.4836234808320965,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2485917857126864,33.56635912259558,24.262479738121165,0.5292488235350001,0.5346051354415424,3.0,0.2559555033607309,34.08290140610064,24.621113745075387,0.536571263613684,0.537011632809965,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1444598033214832,35.37548525727258,27.308347577761293,0.4679366886009112,0.4960258309360268,3.0,0.1254731670739323,38.65239509710671,29.195229018956013,0.4274054316376701,0.4895918983579693,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1466225787858521,35.48857868880919,27.258243594130427,0.4487584115960009,0.4837178405852064,2.0,0.1251563526736581,37.80227319792566,29.54763917604211,0.4567882773952739,0.5098382031679841,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0325342708517261,37.89565886877448,29.21593931036126,0.5160224158566448,0.5300889821765932,4.0,0.0326062321730443,39.57656454791304,30.61972108982034,0.5826395317426928,0.5534987017847851,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1545805542211485,35.38717518036807,27.506242353674484,0.4782003311238074,0.5049954705782423,1.0,0.1117237624682467,37.975529928610726,27.68024946615141,0.4051661292288449,0.4779184893162249,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0743513129549414,37.45157124303305,28.806851840084544,0.4995494799589724,0.5240573558986658,0.0,0.0721781220002176,37.21964421665579,28.492282599044174,0.5055894443159683,0.5308310963502925,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",-0.0012404719407517,39.00391737960914,30.01649669532253,,,4.0,-0.0139511975759032,38.65726885112996,30.152039167430303,,,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0049518372873389,38.21432022609107,29.656782586711728,0.083758621551282,0.0711878295346444,3.0,-0.0032566046770654,41.14490380722465,31.42129776502636,0.0310323647025888,0.0250557262435306,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0001902118405959,38.54302235958672,29.708004331823897,0.3940805961845786,0.4132037434010239,2.0,0.0001922760291925,40.19547975159015,31.328549229870102,0.3693168340237444,0.3774734983855584,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0236746327756368,38.44709010716437,29.64983439427206,0.1689728185791039,0.2136683692175275,1.0,0.0189165482992541,38.40277549885319,29.87744281256689,0.140485974434446,0.1597930051841413,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 2, 'pooling_operation': 'max'}",0.0208559832049436,38.51746438491083,29.864785929013603,0.1639870718449453,0.1312404084854502,0.0,0.0112977673780644,38.48159257300037,29.453423984893384,0.1094211903586205,0.0381807945593426,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2605309139219622,33.59774397567755,24.96047788460288,0.513883251308478,0.5191863764099468,0.0,0.2614306474650431,32.73138308253004,24.963263735522965,0.5141584750570525,0.521016708365182,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2572601698585606,33.55570220030378,25.00359437822316,0.5115834368361719,0.513829837417364,3.0,0.2504294798276552,33.47448889771835,25.239273461224283,0.5037730927118059,0.508424469002932,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2550489630950784,33.92161951501584,25.47789476951181,0.5060241704894333,0.5176555433071488,1.0,0.3078832754761347,30.90407592836052,23.52823202381396,0.555580824819443,0.523304361427365,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2425591234344768,33.47788036106003,25.802670516732626,0.4998257319855998,0.4958251309841762,4.0,0.2870503257979749,34.17525176799788,25.81626166942021,0.5370457450458057,0.56962318738514,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2668939675492837,32.81237322122373,24.27125549650845,0.519303619113561,0.523548094088236,2.0,0.2416383700778273,35.720712147036686,26.64364474670201,0.5131516224316656,0.5083367402737566,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.097090543141902,36.95380316896311,28.374471936892164,0.5268531994242069,0.5239600843443383,4.0,0.0952673940879106,36.9566697071232,28.73082972905407,0.5465744716401637,0.5782660776154728,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0858293996378938,37.47947748349316,28.79019712975907,0.5306163651017758,0.5396907588156279,1.0,0.0884996455765146,35.87209410553255,27.89277221219833,0.5266721572908462,0.5160245218231365,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1107587502131398,36.21296737231737,27.934316721145425,0.5379804091770692,0.5455993969330719,3.0,0.0835302130583695,38.80065506766259,29.33128020613161,0.5033059090958154,0.5036216402491317,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.1071149872919178,36.99086997474062,28.573644533862808,0.5234784029304824,0.5337743563237608,2.0,0.1136254534993974,35.5934370672371,27.06201801331403,0.55968638947607,0.5469385611780894,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0794149014068719,36.92266405655492,28.55050483327369,0.5264160703196485,0.523833302737133,0.0,0.0768884759020824,38.84196065632936,29.247837113889933,0.5512882436951286,0.5807529896998946,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0054488739920874,38.87369223408892,30.04721698060754,0.1637494921957831,0.1530915623032977,0.0,0.0060260701197825,38.37505396222664,29.63366489692584,0.1551278438180771,0.1191942950939907,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0024720343268502,38.62026437672999,29.707255855821582,0.106055894987702,0.1101886758100803,1.0,-0.0018220536802089,39.737144592404526,31.07567863861502,0.0425766055184755,0.0498073513386152,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0055992910712264,38.58121393024604,29.83795455242836,0.1719643813958608,0.1434896197789213,2.0,0.0085153968674255,39.4713831251032,30.39794440951413,0.2418219968080302,0.2328887675528006,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0790806032719906,37.59496749314396,28.786921664721348,0.4155754829634378,0.4120355458689981,3.0,0.0811082028792919,36.06401483101432,28.43568797406758,0.4182336562573636,0.3785299956054137,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 64, 'num_layers': 1, 'pooling_operation': 'max'}",0.0041211236473207,38.728170612468126,29.81590694469295,0.1549826855719199,0.1390786637150029,4.0,0.0012757821724389,39.10679991448343,30.554145029564427,0.2065196816570419,0.2100753109366435,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2835218203092643,33.27016237888207,24.46773067936832,0.5406363727724732,0.546001044868374,1.0,0.1671571581696085,33.88470947074227,25.07525665873697,0.4496780697244369,0.4559992400939565,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2408867928939122,33.782650229492845,25.90072986459079,0.4959887989515779,0.5032305554453997,4.0,0.31044962274528,32.457485230357484,25.94634843099934,0.5868623435753936,0.5936762694775521,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2768402618693859,33.12739606700294,25.36826257299397,0.5279171083255859,0.5287418770259582,2.0,0.2172826949084587,34.13988979060606,25.65090653348949,0.4695696414393125,0.5005390569817388,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2820061724518328,33.02428035028673,25.09090906726988,0.5322853219201202,0.5390364992190756,3.0,0.2271463093647531,33.72584783746304,24.95749774389397,0.4839922305871369,0.4794203638815716,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'sum'}",0.2709295286664861,33.49281772289485,25.32537879689834,0.5227706583952266,0.5311622802312425,0.0,0.2697278658556222,32.013609555926955,24.363353037638205,0.5245199869989082,0.5188431291974617,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0090226747858266,38.47082851932598,29.96309049695159,0.54332496791008,0.5495674128196832,4.0,0.0085540124165272,39.59524910443079,29.462560196549926,0.5201966435386496,0.5262580105729586,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0551064082591119,37.98720810399047,29.199421398842173,0.521469560305918,0.531331608645562,2.0,0.0592602141533127,36.94143132150226,28.57040413299978,0.5578541513019946,0.5639621138775025,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.1135435414875349,37.033625762160895,28.471816772460937,0.4867702551115081,0.5144313429011439,1.0,0.1029535888756303,35.00959374989997,26.980710960492694,0.4656902502887514,0.4904860629086623,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.107362694512468,36.73192874534534,28.359804200472897,0.4572861638684275,0.4947878149617737,0.0,0.0815614577301545,37.28198720279176,28.06006360824794,0.3605375382155098,0.4243396707369312,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'avg'}",0.0160353224638813,38.97521062737838,30.19584693281618,0.5414305735957832,0.554477353886614,3.0,0.011012175887779,36.91957103546246,27.98186379336004,0.4242024954913212,0.4406393091532241,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0086617562659908,38.58839658565496,29.846192023917425,0.1023931172347134,0.111914296896257,1.0,0.000157345230378,39.30458871569367,30.50758849721412,0.0835082497988065,0.1181285287278446,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.1777577674370041,35.65383999026276,27.87410731882592,0.4221088250523426,0.4386485304029616,0.0,0.147027085614492,34.24132960118203,27.24259168692811,0.387546786399858,0.3824902470580796,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0297535470147256,39.045998861114114,30.09751768242823,0.1764549337065818,0.1298109100345998,2.0,0.0079094769008607,35.55047833060714,27.69867276962489,0.1029195522746141,0.0386811792288147,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0197341520141298,38.460741202281504,29.65977785815931,0.1702482547008707,0.1194799650742413,3.0,0.0098716238533984,38.82699238339679,30.28007793478769,0.1155077194158883,0.0863841079924721,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 2, 'pooling_operation': 'max'}",0.0006963970625243,37.791276475273904,29.247057549359045,0.0300467722714774,0.1836871317820268,4.0,-0.00970597079941,42.957287694254106,33.214794928145736,0.0224604088253471,0.1483941534599483,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.262079507424188,33.34984911583842,25.52310333179448,0.5132550181580211,0.5145161196838615,1.0,0.2554251726560009,33.64407541883178,23.86385863630739,0.5086620325786094,0.5236323015841845,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2525361037197909,33.50237913880131,24.494237121239102,0.5180767907019117,0.5293944427521302,3.0,0.2582051428126827,33.8993276855599,25.36287554491383,0.5181535024995537,0.5005639112641539,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2511555939696506,33.97654204583951,25.689252726724703,0.502226364598686,0.507971717273607,4.0,0.1942682804373372,33.35418730541396,27.13685367469265,0.4588140432954721,0.4533475183820185,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.2595437951038076,32.91518428966387,25.08625088113955,0.5121989222340685,0.5167945982797503,2.0,0.2569660507343818,35.58624268101521,26.87596051464342,0.5081434299202641,0.5130766431475808,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'sum'}",0.274761517977335,33.03097476137145,25.06120265907784,0.5253804447677701,0.5294704240675734,0.0,0.2081354523353277,34.931563457420765,25.83444464477121,0.4642690427585058,0.4639906722516551,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0665510341287527,38.14022710690575,29.55158190708944,0.5193205129059799,0.5280298648228822,3.0,0.0773234844824222,34.944452956271235,26.37071573294025,0.5715266919771504,0.5518189789794299,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0729840586486444,37.4110506584568,28.67906578785099,0.5334044689922949,0.538876710714159,4.0,0.0673169772267364,37.64194046324924,29.40709293564052,0.5230629672450792,0.5249857836670038,4.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0696113880031815,37.58014732311451,29.03176054706313,0.5307977789331193,0.5317820824044901,2.0,0.0654959172049961,37.26276390510746,28.41126565384538,0.5142118620219519,0.5338801852869078,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0697787398247133,37.30078305373796,28.66359221199767,0.5276860977774159,0.5299316314368432,1.0,0.0700226424716673,38.25831641613695,29.735540124762547,0.5418977804687459,0.5489489481312347,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'avg'}",0.0130186772747471,38.90308216039104,29.95097585453399,0.4921745084890839,0.4983487832149381,0.0,0.0117406219967691,37.510931257530416,29.34849949499679,0.5014005604590204,0.4761936824303973,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0038182005737452,38.536714873580834,30.007343400197485,0.1384928701724188,0.1732285637249351,3.0,0.0054695399981175,39.84578428830629,29.83994296849917,0.2020554114158554,0.1083797430075522,3.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.1046355902318634,37.32884573291895,28.689451879004903,0.4271343445224974,0.4012385991609237,2.0,0.0839100933861948,34.85474558155583,27.15377113279577,0.3560951168538589,0.3221663957263186,2.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0606162695744202,38.40557089117158,29.565219769935087,0.4035341623162947,0.3935360204954187,1.0,0.0752295477125514,34.339581032138064,26.657102518996144,0.4447021492983891,0.3781310806832951,1.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0038002229554098,38.51564722986192,29.804818655458213,0.1385654499595751,0.1143406553659168,0.0,-0.0003234432548908,40.03376682657796,30.73531587114726,0.0238951632315996,0.0656215672276996,0.0
random,acute_neurotox_lna,HELMGraph,{},GNN,"{'hidden_dim': 32, 'num_layers': 1, 'pooling_operation': 'max'}",0.0045072728560252,39.05210535322699,30.36142031034705,0.1348186797643441,0.1557474756618433,4.0,0.0042194081473034,37.73023740463928,28.306703074834115,0.1689692937684712,0.2506268160363551,4.0
random,openASO,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2471888164487837,0.2356160068542913,0.1997158286171548,0.5067728940205234,0.4983917673179577,2.0,0.0760541796679052,0.2584441191473571,0.2181951532150457,0.2953833703805714,0.2907596690853415,2.0
random,openASO,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2428159671297013,0.2350835709575591,0.1980333800791683,0.5021461183418365,0.4959033153550947,0.0,0.0973715700864586,0.260749767059302,0.2220356416394014,0.32393065277375,0.3118021536133582,0.0
random,openASO,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2437901540343281,0.2349557087561648,0.1993007925623892,0.5023901096106387,0.4960561832913517,4.0,0.08346098662782,0.2625930798232275,0.2192692680622401,0.305405702726802,0.3018875957592748,4.0
random,openASO,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.248664454038732,0.2331170891815786,0.1969003953648171,0.508100260824488,0.5024240079667508,3.0,0.0743213895312109,0.2686132172151873,0.2270549702039615,0.2923653771241176,0.2881155351540185,3.0
random,openASO,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2495302184684465,0.2345196159019942,0.1982482230647528,0.5081851755700277,0.5005683010227613,1.0,0.0562775003470733,0.2644413579887787,0.2249967660551863,0.2710259813675864,0.2585819590425408,1.0
random,openASO,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1041758346420443,0.2558017304417613,0.2223875099879337,0.3580748564158992,0.3473007338259771,0.0,0.0868522592591674,0.2611902387176303,0.2287787395517539,0.3078987217038332,0.3010310125760077,0.0
random,openASO,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0875889132335492,0.2607701820078815,0.2190274428628344,0.3401527338416824,0.332060126727184,4.0,0.0207027744067386,0.2602072579041059,0.2181983377531056,0.2435125476323404,0.2453428618510463,4.0
random,openASO,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0777477316713795,0.2609903949639826,0.2187703910090222,0.3387194068951298,0.3323946176189412,2.0,0.0477454957863197,0.2615445747942074,0.217468572470843,0.2904859405708547,0.2903847707877802,2.0
random,openASO,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.062111267689151,0.2625651263454295,0.2302007254789676,0.3286518976937418,0.320534398047904,3.0,0.0533031372223237,0.262964626117764,0.2303335063643467,0.2717934385783543,0.2801494498512952,3.0
random,openASO,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0410476341102591,0.2630168813730164,0.2168196258233477,0.3300356473618842,0.3273033422737856,1.0,0.01305124608173,0.2785736310356621,0.231083704873424,0.2899335210236898,0.2861257596034176,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2385497033396096,24.90024367000617,20.64211849726496,0.4889904482472593,0.4841645559221696,1.0,0.2177748571311468,24.97607553946459,20.74743018017758,0.4667947432612222,0.4631550733336421,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2418199461871719,24.752271729749133,20.5242286374125,0.4923645265566919,0.4881033364622859,0.0,0.2068971248438599,25.53478202608516,21.169183838880905,0.4553892010370813,0.4480241432235528,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2416448288807148,24.77452225246923,20.54260000418144,0.4921590113775107,0.4876558516727614,4.0,0.206280586633668,25.467259632717813,21.10799702995349,0.4548539040179572,0.4468536998182141,4.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2374746795590645,24.85138850537417,20.632796963121272,0.487875599774762,0.4816106335162395,3.0,0.2193184698941345,25.21520804208978,20.904873221797523,0.4686772278255433,0.4683657770256866,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.24204259754569,24.79480470556124,20.57111837220404,0.4925218879607113,0.4874468270213357,2.0,0.2010444489840794,25.44027157130451,21.115363717549343,0.4487332350154731,0.4430820005898482,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4417138490011799,21.313556425613346,16.782254711011323,0.6722446844415427,0.6686952625776562,3.0,0.2490265925646498,24.50838656740068,19.567501794182963,0.5213593709108717,0.5137532507681611,3.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4286176950147512,21.5543321384094,16.845882625241796,0.6760364143196105,0.6726887869044541,1.0,0.2241191104993287,24.945091524794226,19.74890053221728,0.5302358580469595,0.5212176149351191,1.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4185523944936533,21.731493975318056,17.514341547150327,0.6617724686808056,0.6590976661303665,0.0,0.2781158043915582,24.11734496141821,19.608677360644936,0.5410001853767092,0.5356694103591682,0.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4644239528312888,20.848627207897227,16.38887328503647,0.6817932050438764,0.6802077777129172,2.0,0.2827524070926569,24.077608949040204,19.31476828384396,0.543044938947124,0.5335238997040416,2.0
random,asoptimizer_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.4840951506968363,20.42318829367286,16.064662513354445,0.7049235083038915,0.7022118650911743,4.0,0.2848636769392134,24.22169368329946,19.556957984389328,0.5460783442761676,0.5421871029677424,4.0
random,siRNAmod,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.2427784438017672,21.31184307733087,16.94552931236457,0.5154588183349795,0.5244465777794809,3.0,0.0236777757200448,24.146464319913097,20.020780933096816,0.2221472290545708,0.2480615734635312,3.0
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random,siRNAmod,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0815728892690276,23.743342640911905,19.132511308528173,0.2928142964821376,0.3049848789170697,1.0,0.0188504530997677,23.060601310573247,18.56379963152976,0.1913739771623579,0.2296839738908792,1.0
random,siRNAmod,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0689748425502126,23.582328063523168,19.41145430173427,0.2737962173162976,0.3154921159671371,4.0,0.0727030522263268,23.760894695332446,19.268125767154583,0.2893045040707777,0.3056513280418484,4.0
random,siRNAmod,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0796433918250838,23.1269879812889,19.18645084769929,0.2862409346389901,0.3088144570004165,0.0,0.0681843543682115,25.051677716120928,20.661867774415413,0.2614596654761478,0.272108083906846,0.0
random,sherwood,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6343624003374412,0.0920878025421349,0.0738230380183384,0.7964870070626519,0.7561481450215811,1.0,0.6274368320567318,0.0922900457136062,0.073861568715025,0.7921206991301049,0.7512084305161792,1.0
random,sherwood,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.633691891170419,0.0920989555763846,0.0738472714488338,0.7960661078191527,0.7561132268031188,4.0,0.6302178313837852,0.0922388865698442,0.0737641739169156,0.7938824994699083,0.7511213664648899,4.0
random,sherwood,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.633724319142857,0.0920734250086997,0.0737867354596032,0.7960864036063546,0.7556231399542436,2.0,0.6299959519177436,0.0923548691952323,0.0740472770184343,0.7937411199464683,0.7528272120044821,2.0
random,sherwood,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6339677378152146,0.0920380817524933,0.0737752693828794,0.7962392655083119,0.7557764079949357,0.0,0.6291267350519785,0.0924825266389525,0.074071244489771,0.793183275779537,0.7533010989921785,0.0
random,sherwood,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6345418122307209,0.0920623980995585,0.0738048534912806,0.7965995535538317,0.7559064574754891,3.0,0.6266595270287201,0.0923975801740078,0.0739869000219795,0.7916225758312131,0.751046105898897,3.0
random,sherwood,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6229335965965969,0.0933696292052598,0.0742350155432772,0.8176961476603274,0.7880121462427383,1.0,0.6246024418506744,0.0932253365991061,0.0742924413574011,0.8181141414418659,0.7876569160388093,1.0
random,sherwood,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6533262090065741,0.0895792601526418,0.0722589519552521,0.8266344913885395,0.7944850215558495,2.0,0.6517104920171256,0.0895896145037816,0.0723330982006672,0.826194286873069,0.7951665217549735,2.0
random,sherwood,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6564344004157834,0.0891586128615428,0.072380450844341,0.8288584260429817,0.7948960581385861,0.0,0.6504194529690472,0.0898289651372142,0.0729112243853653,0.8250096913148284,0.7909352117623665,0.0
random,sherwood,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.629120893794608,0.0926172919762193,0.0742355245751486,0.8118218140868582,0.7855407016635854,4.0,0.6260465543997499,0.0929786162085374,0.0746871497208962,0.8094526652099514,0.7823363935872591,4.0
random,sherwood,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6178037093773336,0.0939735356053864,0.0751282154545729,0.8191158074411534,0.7885871841848364,3.0,0.6159279174002483,0.0944136767729618,0.075460597387153,0.8188017034124269,0.7864951825637239,3.0
random,siRNA3,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.575584427523032,16.103369242190254,12.789415593745227,0.8161765517772503,0.7994846215230382,4.0,0.0466713073035401,22.54063790709993,18.5030254619532,0.2993396494877439,0.2179409792085848,4.0
random,siRNA3,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5524458326778554,16.28745273266407,13.017765439525334,0.8042096683482916,0.776532458991062,0.0,0.1244118275827994,22.603778133890373,17.761505075779873,0.4005971742397873,0.4291786483940932,0.0
random,siRNA3,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.551981250758342,16.19599562447197,12.91246746223335,0.8116442805680477,0.7699306686104972,3.0,0.2950110284278491,21.168782537542768,16.832374291988092,0.5518864933662235,0.5593775937285258,3.0
random,siRNA3,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6000687752527534,15.015871175757882,12.103186342458882,0.8290233050827778,0.8030266429181514,1.0,-0.0086789494294186,26.85640196970918,21.405186758414224,0.2166404832040203,0.2313883299798792,1.0
random,siRNA3,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5873388200631662,16.04284922326982,12.753937936471926,0.8211319571569878,0.7868137895072528,2.0,-0.039064877839926,22.39238181426271,17.629710424684447,0.2141288414798562,0.2260228034875921,2.0
random,siRNA3,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.1790931621742794,21.69884216133809,16.586614034552323,0.6065905320741001,0.5470593708830552,0.0,-0.197592028427983,27.987526442884704,21.89197657947809,0.3631233161072751,0.4097619866172391,0.0
random,siRNA3,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.316031338082594,20.13215001019028,15.644140276189436,0.5896639141247058,0.5635810024916054,4.0,0.1073364953686453,23.28877704173264,18.429899540216148,0.3484349811000846,0.343111528445395,4.0
random,siRNA3,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.151592288480953,22.495349714750176,18.75023775442023,0.6068159629274352,0.6163369284629971,2.0,-0.4629691792395283,28.955513793701897,24.442336273193355,0.1900641642738865,0.1773992069077007,2.0
random,siRNA3,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0262725024874848,25.5351423200304,20.258917951617324,0.0201585690909877,0.0399239270243821,1.0,-0.0118068982015036,20.591772512330905,15.97026028270453,0.025244368165881,-0.0200536552649228,1.0
random,siRNA3,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",-0.0070793074740842,24.647133498406845,19.450911972848992,0.0541417098497212,0.0729569927032513,3.0,0.0279909483868625,23.433611026480826,18.58802378694776,0.2472463911723494,0.2666689023308196,3.0
random,siRNA2,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6371759531674134,19.11682477050089,15.081184911925732,0.8371235342874075,0.8202344196352657,3.0,0.2530726562865554,28.813929864509333,23.05974356333651,0.5056752554189499,0.5618627308047068,3.0
random,siRNA2,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6363244733318787,19.613555383130493,15.447008412569987,0.8370308674422615,0.8373774933777971,1.0,0.2524334060158636,26.473046789431034,21.75311992565276,0.5036613688562964,0.5336083081973,1.0
random,siRNA2,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6480005031162701,19.35178421474842,15.642224962719812,0.8491940187626642,0.8369016807518865,2.0,0.2174438101877984,26.198067905008536,19.920686483133967,0.5192174027203529,0.5898268799798108,2.0
random,siRNA2,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6332734324055513,19.84242872678055,15.76761435624186,0.8404006785447231,0.8384949590923869,4.0,0.3499219931661107,23.84205893033913,18.98205664553477,0.5941511081172144,0.596243762110749,4.0
random,siRNA2,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6446954271196101,19.240882587683057,15.340701967431563,0.8452449365755854,0.8327325513048573,0.0,0.2448853827283122,27.300470522527107,21.988108796576512,0.5054205490343695,0.5268455511644672,0.0
random,siRNA2,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.538411343049481,21.51949777210657,16.407620931361897,0.7710175917961211,0.7641963232548247,3.0,0.3567970864790049,27.300503292579656,21.320768041613256,0.680385776323058,0.6825039490602527,3.0
random,siRNA2,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5718146083744551,20.882262785032168,16.292745693427324,0.7678695502664865,0.7691916874904893,4.0,0.3487898654654159,26.71191036562693,21.651361195642053,0.5934550183168841,0.6007609365611102,4.0
random,siRNA2,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5819776935506522,21.23099119113527,16.47891334910928,0.8237631071789269,0.8105081737727178,1.0,-0.0414095925312896,29.848875016374475,23.70218304650991,0.3655376637969777,0.3687809282189628,1.0
random,siRNA2,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3513659999243718,26.17231745986873,20.18960060931628,0.6171263674767199,0.6155369156792672,0.0,0.0651809324337154,29.72123624217508,23.52446769217021,0.3271497559608189,0.3531399727908614,0.0
random,siRNA2,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5662716824550513,21.452305860076965,16.29929257059682,0.7722143562998752,0.7760487164599529,2.0,0.1480178041888116,28.07601605289608,22.311722754725995,0.4278385580804695,0.4076447160610375,2.0
random,siRNA1,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.488105004527825,14.200541900880994,11.322063501554478,0.7105561176101044,0.7119386390301367,0.0,0.3487001149837871,17.041905215945373,13.551668874481797,0.5982449444698364,0.6035722427648337,0.0
random,siRNA1,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5084033019316908,14.362747279015627,11.43374383607378,0.7245140759460267,0.7289827230487524,3.0,0.2809892807238198,15.865936381240443,12.583936562306866,0.5364881630938523,0.5382955872915921,3.0
random,siRNA1,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.501658451248012,14.327232351463769,11.36665432463264,0.7200248976085343,0.7240929948644208,2.0,0.3135827320923133,16.16313082326626,13.007477848905822,0.5686340474840685,0.5691341884532637,2.0
random,siRNA1,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.4972869776768409,14.438434827225826,11.4676125178196,0.7168138113589384,0.7183786937781019,4.0,0.321615254191594,15.830782616384903,12.607451980997745,0.5697674999702158,0.5763900618706436,4.0
random,siRNA1,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5056109693378874,14.136051166805109,11.243574377083169,0.7237950144668788,0.725351412815415,1.0,0.3107257277662429,16.834561931740474,13.38085564656022,0.5598932362253272,0.5659848610484788,1.0
random,siRNA1,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.676329182388729,11.437294574654082,8.873958415445756,0.8240694710688165,0.8214725075474408,2.0,0.3755967689678718,16.033685718717155,12.815822712776592,0.6289238558846897,0.6466990419066746,2.0
random,siRNA1,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6429910794793792,12.09797760477822,9.573234120150763,0.807371803174639,0.8124461430335892,1.0,0.2274952598163272,17.312811947261938,13.833320031342684,0.5266378691785805,0.5341662023915731,1.0
random,siRNA1,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5351394946767055,13.784738599646758,10.897864008415636,0.7431225115445963,0.7454162410950936,0.0,0.3507953069808258,15.976755049916418,12.757201913747275,0.6222196847660081,0.6395145625225064,0.0
random,siRNA1,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5665401905958722,13.447671622811573,10.636306482427836,0.76202592789326,0.769060109913911,4.0,0.3256009996246272,15.575722403461445,12.10584892304346,0.584658570504959,0.6057876891228797,4.0
random,siRNA1,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6230211417682409,12.416084388155904,9.691864706397364,0.7974310494528796,0.799974363947484,3.0,0.3440406165643124,16.05249703138526,12.64219678556968,0.5985821128085852,0.6115071191760406,3.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5652799595746788,15.632507768940677,12.405209553039017,0.8036876635316528,0.7717886224966283,1.0,-0.0351522597821531,20.65069742114507,16.803437178460296,0.2048493345244418,0.2445562971878761,1.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5694870911361541,14.61309754843916,11.43010409307676,0.808955663364292,0.7599821910886836,0.0,-0.0302523044438258,25.756685122725813,21.71996878411255,0.3142074095099334,0.31896268738374,0.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5340596887403126,15.730491815184438,12.683625129612835,0.7971431776892535,0.7728545963840082,2.0,0.0106507161930945,21.325389057223784,17.63731922461234,0.4623383257850749,0.7106904475325527,2.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5428366508150095,15.505905152763786,12.085527656053506,0.801186411521249,0.7951235780809961,4.0,0.1661298596703972,21.3538103174384,17.865630482654748,0.4320800601742743,0.3826458036984352,4.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5576775611328915,15.19862800570814,12.073469448298376,0.8053568875116182,0.7803776511133328,3.0,0.0319600350284298,23.48340560694922,19.540802202419187,0.3252841171032284,0.3224641645694277,3.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0139743204147683,22.895940707838584,18.81521233595811,0.2376339667449644,0.2337091167176925,2.0,-0.1243773573188402,24.535927975000902,21.77531305413497,-0.0649231950797215,-0.0972754130648867,2.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0916572350418741,21.5187667307422,17.686235887601775,0.3618199856743926,0.3307282596557025,3.0,-0.0859374772383791,25.93485519036856,19.74616900795384,-0.1584929156977436,-0.2152314257577415,3.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0708705050410718,22.810386536627338,18.337165888996868,0.3076244120948199,0.28855366659915,1.0,-0.0573657519049672,20.77594348294891,17.50909463982833,0.0477972784527063,0.0828318196739249,1.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6516978567943652,13.981727022491372,10.470284826600707,0.8159637084619757,0.7896921883943864,0.0,-0.1177234646503426,21.560050682485585,17.49565531078138,0.2167346571770902,0.2563737826895721,0.0
random,immune_modulation_TLR8,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0710045539476466,20.89879417684344,16.69146037609546,0.3139261628549743,0.2653131466302403,4.0,-0.0062838146242418,28.03134195066715,23.939571344476,0.058781290404544,0.0867709815078236,4.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.62627509493031,0.6016679242102193,0.4874655217427885,0.8177662239879631,0.8154186879713614,1.0,0.5131998383286582,0.7417361671360166,0.5972926710052516,0.751433267448036,0.786058223135304,1.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6605482184968897,0.5715536222834413,0.4581053786563214,0.8323614964298618,0.8307440311266724,2.0,0.2809846561830402,0.9097423131648832,0.7658184624668131,0.5523004977054822,0.5458524874006537,2.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6482264416935575,0.5996662543983392,0.4815373749130132,0.82414924407724,0.8118360971345822,4.0,0.3393370384601747,0.7830001499105412,0.6407714882499759,0.5888070600749448,0.6162179944974101,4.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6543592655245739,0.5965455123047996,0.4781139682060483,0.8295030265911343,0.8200727183424497,3.0,0.3149540962097887,0.7830361068695173,0.6396589555114589,0.6066417401136406,0.6632379503279563,3.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.6284128042216337,0.5959095226036372,0.4768471901157322,0.8164644153255629,0.808817767796295,0.0,0.4900393716852449,0.780347092513329,0.6353374077254805,0.748864172304732,0.7600131365271733,0.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7940084155918142,0.4535651622268405,0.3381377068897346,0.9011438844910808,0.8939706723654702,2.0,0.2459792882942518,0.8773793788040772,0.7155900445737337,0.4978128040918332,0.4983585059387685,2.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7946515350697652,0.4546629240803966,0.3083021245683943,0.8937986818241167,0.8922006993006665,4.0,0.1505087496370155,0.9062294001404462,0.7347123235150388,0.4737502649246464,0.4854453957717122,4.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8717493178478296,0.3566583194137167,0.162958256393284,0.9351102229194552,0.9481305753380276,0.0,0.2898416123347076,0.8458227456690263,0.6529731308786493,0.5878443455781655,0.5740548238608248,0.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7979455852536061,0.4561760344931517,0.2205671227597571,0.8945075803616898,0.8880520820147701,1.0,0.3984982535955311,0.734619765951892,0.6127118012779637,0.6351843275826111,0.5199978122353488,1.0
random,immune_modulation_TLR7,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.8503320001985682,0.3713107329841262,0.2080615900553666,0.922424935304278,0.910238138418429,3.0,0.4849707692673357,0.8306790228240098,0.6968775645055268,0.7424945099499678,0.7420661020577053,3.0
random,cytotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.3112726021579898,0.1733533336236457,0.1392824494060503,0.5581194412487149,0.5477448548581801,3.0,0.3210873514596986,0.1723745230468915,0.1384396580543893,0.5685977428231006,0.5981445638935892,3.0
random,cytotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.3263226178243189,0.1736974115753656,0.1383742996074616,0.5714748672085955,0.565610593552696,1.0,0.2554904667955949,0.1689538096564665,0.1367529837275266,0.5201243272689244,0.5356768172392343,1.0
random,cytotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.3037310873731965,0.1756047762894133,0.1404577583279739,0.551386767015928,0.5492570338410744,2.0,0.3700622651748576,0.1609789240978359,0.1315148046927149,0.6099049825788945,0.6011931388776678,2.0
random,cytotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.324521314142197,0.1726137317366811,0.1379116288030134,0.5699269561338636,0.5639982053967038,4.0,0.2652578575586432,0.1743888403808134,0.1402087063503458,0.5507741409166608,0.5644592162441557,4.0
random,cytotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.317304556010324,0.1748866497085859,0.1393003768604941,0.5635094094914141,0.5604743527544902,0.0,0.3111421264702155,0.1639843226797916,0.1339576171835155,0.5587463329039941,0.5490004464766682,0.0
random,cytotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2960442203665381,0.1771252149241635,0.1416013208487223,0.548538906343377,0.5521589247236249,0.0,0.2987673886971382,0.1673731281045845,0.1369526246412648,0.5677229687778906,0.59220884880821,0.0
random,cytotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.3000552620098579,0.1777118212636951,0.1477286162582848,0.5777453638037275,0.5658375531036437,1.0,0.2265091940699711,0.1709764097068339,0.1383477423845485,0.4817272270700196,0.4818088666695628,1.0
random,cytotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.0971151547501583,0.1983728039827969,0.1632520824692038,0.5418725654272708,0.5380494719567613,4.0,0.0643202597548704,0.2028336079874623,0.1662634811125365,0.6096318527159859,0.6050097067381224,4.0
random,cytotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2767814543822611,0.1762717719618727,0.1441933096347937,0.537122279228043,0.5377226618632047,3.0,0.3848272935492601,0.168899331680921,0.1384709554877977,0.6508805917574761,0.6319878701313472,3.0
random,cytotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.2768877344844317,0.1776640993727127,0.1443590955850098,0.5312174574897615,0.5305821860457749,2.0,0.3641470567023153,0.1661619479269116,0.1331633933043663,0.6118813406275639,0.6308834631252082,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5783842325018014,1.408755966303647,1.1240017173293348,0.7653547770353253,0.7719371691313494,3.0,0.5073002384238579,1.5375482958687825,1.2122860203877857,0.7128031771559186,0.7278890106975616,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5925612488145531,1.3996718322337156,1.1170933162913297,0.7745290234746867,0.7833025753097096,2.0,0.4509239829016563,1.5512640765442236,1.2455998397722223,0.6738481502887822,0.6709071655232125,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5724596731420852,1.4136413414832272,1.1243942439558494,0.7615036983006778,0.7713585938447849,1.0,0.5316681493083235,1.520365706077342,1.2263311596360438,0.7321270542844542,0.7468865704916764,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5978871803494831,1.3824426731475623,1.111206137396131,0.7779658807521457,0.7889955643934001,0.0,0.4268135469262482,1.624767252418048,1.262779093776424,0.6561396370209485,0.6510461913113247,0.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5812958567528757,1.4066102237138984,1.1221021245680989,0.7672706581270936,0.7752918578781255,4.0,0.4933517494914664,1.5460925041112534,1.2509769610703128,0.7048384663627343,0.7266011831418351,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7815093927906033,1.0160471589607176,0.7264474870646611,0.8899769006875546,0.8812765979749944,1.0,0.4339172621057772,1.628273542940292,1.2432905507161145,0.6867816550614924,0.7042644156883114,1.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7186928867897967,1.1454453954879222,0.8590059755169428,0.8586620063119965,0.8501445039428766,2.0,0.470087582364026,1.6210896324253692,1.219336291939571,0.703774197010889,0.7230062331602339,2.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7284751333322187,1.1324180484081805,0.8375723888553106,0.8594090444022574,0.8546108347715617,4.0,0.5535520473902033,1.4545905821461846,1.086000799061826,0.7452364009012991,0.7456924117818686,4.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7891893788924471,1.0107043829135702,0.7334782249232134,0.8897129924736079,0.8799259041333081,3.0,0.4361195637848157,1.545385840522851,1.168129011300188,0.6769915832429879,0.7028630551993581,3.0
random,acute_neurotox_moe_cleaned,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6958993633689643,1.1902121875331548,0.8557831526050965,0.8555494803504169,0.8542718495437774,0.0,0.4743430571732965,1.618522921297546,1.2100980398407708,0.7061921657975662,0.7114033711490879,0.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5879116603682955,24.72228755960708,18.0521103345648,0.772060460369784,0.7559331372146233,2.0,0.3737343890808595,31.900641101422185,22.812891122850164,0.615924956829685,0.5936713893707718,2.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5585089914651371,25.672361035593656,18.72312922905866,0.7535912107043079,0.7391987987579607,0.0,0.5091922166255456,27.919139022355925,20.66463195374876,0.7155817549003691,0.6828920252679355,0.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5816682447292434,24.794798614890087,18.19053463318336,0.76784026161062,0.7517557942984403,4.0,0.3968382236351446,31.782055591196315,22.442120534516214,0.6323068930349149,0.6188774568780948,4.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5682451156187261,25.517104090739444,18.714457814993423,0.7590120731126659,0.7458090351409689,1.0,0.4429787584463769,29.161764565652494,21.195264635202594,0.667839738890116,0.6367526130525457,1.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},LinearModel,{'type': 'ridge'},0.5578570518575003,25.90253356437997,18.99977003692145,0.7527440624929062,0.733203212888296,3.0,0.510059705773475,27.001130515903306,20.06355417065111,0.7193743577068428,0.6908691331003347,3.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6327942236874369,23.39949314616435,16.45599556863124,0.8030141897376899,0.7906395418421277,3.0,0.4551875412010636,29.449251369475483,20.564193564192887,0.6767919305241143,0.6987057304376121,3.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7027472890821725,21.14151306846102,15.20904917288296,0.8459507074527262,0.8384731401025062,4.0,0.4025822504245356,30.371498909056868,22.0899325866046,0.6376922044294951,0.6306673157735423,4.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.5968911377697681,24.58423690399599,18.41351913304198,0.7856724430472777,0.7714223426503574,2.0,0.5279546049653085,27.152936961798392,20.62192074245296,0.7469162545694963,0.7170068562166918,2.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.6522087372489074,22.976726298870155,16.9423792750914,0.8150627368245267,0.8063838601334036,1.0,0.3118097096182687,31.969870761998543,22.747311959687973,0.5910243148557954,0.5699040322018056,1.0
random,acute_neurotox_lna,RNAFMEmbeddings,{},CNN,"{'depth': 2, 'hidden_dim': 64, 'kernel_size': 5, 'pooling_operation': 'max'}",0.7143639094451129,20.8574557385384,14.64530778883418,0.8460706034687432,0.8415168147938339,0.0,0.4056293745094029,29.530566575230683,21.3620930298028,0.6536855421062227,0.6303166871877474,0.0